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] [-0.79553000000000007:0.67263000000000006] [18.4579276841:54.915453171400003]
tree_sizes=3335 3343 3347 3344 3354 3350 3336 3357 3346 3361 3367 3372 3381 3369 3368 3378 3377 3367 3381 3375 3374 3363 3385 3358 3357 3353 3374 3371 3373 3358 3403 3367 3363 3387 3390 3403 3390 3371 3387 3364 3406 3374 3360 3394 3376 3397 3366 3376 3380 3370 3370 3347 3373 3389 3411 3394 3380 3393 3386 3408 3402 3400 3384 3377 3383 3367 3379 3401 3394 3355 3384 3424 3390 3369 3408 3378 3396 3412 3386 3370 3370 3395 3377 3408 3377 3395 3366 3386 3375 3365 3414 3382 3393 3375 3361 3394 3377 3371 3424 3391 3410 3399 3390 3399 3382 3426 3388 3410 3383 3408 3408 3358 3393 3388 3376 3380 3390 3403 3383 3409 3417 3423 3401 3430 3401 3401 3426 3420 3373 3426 3418 3397 3400 3415 3412 3413 3400 3400 3412 3416 3409 3440 3398 3402 3439 3401 3450 3415 3414 3425 3416 3417 3441 3417 3441 3430 3439 3391 3415 3448 3395 3417 3408 3418 3395 3419 3404 3396 3401 3442 3404 3423 3435 3430 3421 3428 3447 3425 3418 3450 3431 3401 3426 3433 3406 3446 3411 3437 3414 3445 3446 3425 3439 3433 3434 3447 3428 3456 3440 3451 3425 3456 3424 3415 3415 3450 3432 3483 3478 3416 3454 3413 3429 3442 3449 3444 3438 3421 3449 3430 3422 3460 3454 3412 3428 3437 3439 3463 3417 3418 3441 3446 3465 3473 3476 3423 3452 3453 3439 3450 3466 3474 3456 3441 3438 3461 3438 3451 3439 3455 3439 3437 3443 3439 3446 3460 3446 3478 3468 3477 3439 3459 3466 3425 3436 3445 3469 3470 3457 3454 3460 3467 3455 3448 3449 3446 3472 3434 3450 3474 3483 3443 3451 3458 3487 3461 3502 3433 3462 3469 3514 3481 3438 3444 3493 3479 3472 3479 3460 3439 3456 3476 3480 3484 3487 3451 3472 3495 3459 3463 3479 3454 3496 3481 3492 3470 3478 3490 3472 3466 3469 3507 3471 3487 3477 3502 3472 3464 3483 3495 3493 3456 3495 3457 3462 3469 3463 3467 3455 3465 3484 3483 3465 3501 3489 3481 3463 3464 3477 3484 3499 3473 3505 3512 3494 3499 3492 3477 3507 3487 3488 3492 3510 3502 3487 3506 3505 3503 3488 3493 3508 3473 3492 3499 3499 3508 3506 3509 3499 3489 3496 3505 3511 3485 3507 3470 3519 3515 3526 3492 3481 3488 3490 3525 3483 3472 3523 3489 3470 3507 3498 3500 3507 3510 3518 3520 3515 3480 3502 3493 3532 3494 3524 3509 3525 3517 3471 3502 3489 3490 3517 3508 3495 3505 3527 3547 3532 3495 3511 3554 3548 3492 3522 3500 3525 3483 3531 3508 3518 3493 3515 3548 3522 3521 3510 3497 3499 3528 3543 3525 3517 3529 3536 3547 3521 3512 3539 3515 3554 3535 3519 3526 3504 3540 3518 3527 3512 3521 3543 3505 3505 3556 3544 3503 3516 3535 3530 3519 3510 3514 3524 3527 3519 3547 3538 3547 3541 3540 3526 3509 3535 3519 3537 3503 3556 3552 3537 3503 3549 3540 3542 3548 3521 3529 3534 3544 3560 3533 3544 3543 3540 3554 3535 3530 3557 3552 3544 3537 3526 3565 3549 3559 3558 3531 3547 3549 3559 3548 3562 3533 3524 3561 3571 3549 3567 3554 3550 3519 3546 3527 3523 3538 3551 3530 3554 3593 3524 3551 3514 3553 3573 3550 3556 3566 3583 3578 3552 3529 3571 3564 3564 3557 3573 3570 3559 3553 3557 3539 3556 3542 3544 3561 3570 3560 3564 3545 3537 3539 3546 3554 3554 3565 3536 3572 3557 3576 3537 3552 3567 3568 3548 3576 3587 3573 3552 3557 3571 3542 3548 3571 3565 3576 3598 3544 3560 3575 3557 3592 3558 3582 3544 3557 3542 3555 3568 3563 3575 3562 3569 3551 3563 3533 3550 3585 3584 3566 3580 3566 3556 3553 3570 3576 3573 3558 3548 3579 3579 3565 3572 3559 3557 3569 3593 3609 3560 3572 3569 3560 3584 3580 3593 3547 3544 3608 3623 3579 3585 3562 3595 3549 3580 3615 3583 3553 3594 3556 3581 3569 3581 3584 3570 3592 3570 3587 3581 3580 3595 3601 3613 3615 3556 3560 3585 3614 3599 3596 3574 3596 3582 3573 3586 3614 3585 3588 3618 3590 3576 3605 3610 3600 3584 3587 3604 3602 3578 3576 3595 3584 3573 3608 3561 3603 3599 3563 3602 3562 3592 3603 3616 3570 3542 3596 3625 3577 3595 3590 3592 3585 3568 3596 3573 3587 3621 3626 3593 3608 3600 3595 3617 3623 3581 3611 3591 3589 3614 3606 3597 3577 3589 3616 3609 3607 3587 3602 3592 3616 3609 3600 3587 3602 3613 3623 3605 3605 3607 3618 3591 3611 3623 3606 3590 3578 3591 3601 3637 3619 3593 3607 3592 3613 3576 3616 3617 3618 3599 3607 3606 3609 3583 3619 3619 3608 3623 3619 3617 3596 3619 3604 3616 3596 3618 3622 3613 3576 3610 3620 3604 3611 3583 3584 3642 3556 3621 3609 3603 3618 3600 3609 3607 3598 3630 3592 3624 3619 3588 3569 3593 3599 3603 3593 3598 3592 3620 3609 3593 3612 3611 3613 3613 3596 3600 3597 3600 3593 3627 3628 3578 3614 3638 3596 3604 3625 3583 3618 3601 3618 3602 3598 3609 3617 3596 3612 3583 3610 3615 3619 3622 3607 3616 3594 3623 3620 3612 3617 3614 3608 3612 3615 3598 3592 3613 3618 3612 3627 3598 3606 3605 3600 3616 3608 3604 3628 3620 3612 3609 3624 3604 3620 3584 3628 3608 3620 3592 3606 3625 3633 3608 3608 3597 3625 3626 3604 3627 3628 3596 3623 3598 3613 3623 3629 3635 3616 3616 3625 3604 3637 3632 3611 3629 3598 3613 3630 3609 3613 3630 3608 3609 3623 3632 3617 3612 3638 3625 3621 3624 3624 3626 3619 3615 3607 3606 3632 3621 3625 3639 3628 3617 3618 3598 3624 3633 3608 3627 3637 3625 3608 3612 3620 3617 3624 3593 3626 3618 3611 3646 3618 3619 3621 3617 3605 3632 3631 3627 3624 3616 3638 3611 3619 3625 3610 3625 3601 3621 3620 3618 3616 3618 3619 3626 3622

Tree=0
num_leaves=31
num_cat=0
split_feature=1 0 0 0 3 4 4 4 4 4 0 1 3 3 2 3 1 4 0 2 3 3 1 0 1 3 4 2 0 4
split_gain=667.187 487.302 181.483 128.221 86.5016 82.2806 57.0515 47.5515 42.0454 40.4195 33.2806 58.071 29.4393 31.284 29.513 28.3647 27.4812 25.4531 43.2183 22.2391 44.8991 21.9684 21.0483 20.4884 26.4074 14.4552 13.9348 13.1515 14.8119 12.9977
threshold=70.206395618550019 85.667718326750006 103.48144189910001 96.163458868000006 0.099855000000000027 43.89540535710001 48.226196960950006 38.244973486750006 44.421469061800003 39.525197829750006 76.451683855550016 61.87486387225001 -0.10747999999999999 0.093735000000000027 -0.59168499999999991 0.080135000000000026 73.037342029850024 42.066503896600004 86.20003303655001 0.15607500000000005 0.09450500000000002 0.080395000000000022 81.320481529800006 84.390700714750025 58.167480110400007 1.0000000180025095e-35 40.098777110850008 -0.092710000000000001 98.674478761850011 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 3 -2 6 7 10 16 15 -6 -1 23 -9 22 -15 25 -5 19 -19 -17 -21 -10 27 24 -12 -3 -24 28 -14 -8
right_child=2 8 -4 5 9 -7 29 12 21 -11 11 -13 13 14 -16 17 -18 18 -20 20 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.19482327290361723 -0.15757422709820604 0.11908940290798194 -0.19350151106970637 0.093431083209263008 0.16395076877702416 -0.17493187763358115 0.13947516028526227 -0.20000004713406366 -0.20000004713406366 -0.08327018602206876 0.08649218472857681 -0.17356438724263815 0.10373004729603166 0.11945655360760846 -0.083082435068507182 0.13386212180592161 -0.14512772692757522 -0.073190188331533804 0.10098126093551381 -0.16193657194652911 0.13386212180592161 0.047056883590363779 0.058937703909121432 0.15128715187197708 -0.16397394125354789 0.18838650851088359 -0.20000004713406361 0.13217218710508036 -0.096705960167567773 -0.039082434127607785
leaf_weight=58.414523676037788 78.404773473739624 47.384644150733948 139.60011817514896 6.1833684891462353 18.279320523142818 24.126117452979088 8.9078316837549227 4.4928722083568564 5.690971463918685 10.362345948815344 8.4441745281219536 34.317146092653275 9.9561685323715192 10.412640720605848 23.277837783098221 210.13618290424347 22.043813690543175 19.077305421233177 56.263735964894295 7.9445925354957607 14.492150545120237 9.7920361906290037 4.6713744848966581 8.608306869864462 8.393879756331442 82.531880736351013 3.7440601736307144 59.173886403441429 5.8551038056612006 7.5168602168560019
leaf_count=386 479 114 920 17 33 153 19 30 38 53 24 217 26 25 119 464 131 95 149 49 32 33 15 17 52 122 25 132 31 34
internal_value=-5.18475e-08 0.0648499 -0.102015 -0.0514023 -0.083297 -0.00354376 -0.116876 0.0240572 0.1182 0.074508 -0.141147 -0.0886817 0.0512032 0.060842 -0.0204842 0.123927 -0.0928697 0.107394 0.0568788 0.123758 0.0291232 -0.043752 0.0936945 0.0257917 -0.0383668 0.163112 -0.0562647 0.110524 0.0295062 0.0577572
internal_weight=1008.5 616.558 391.942 252.342 163.244 173.937 134.603 149.811 453.313 28.6417 118.178 59.7635 121.584 117.091 33.6905 437.83 28.2272 307.914 75.341 232.573 22.4367 15.483 83.4006 25.4464 16.8381 129.917 8.41543 74.9852 15.8113 16.4247
internal_count=4034 1931 2103 1183 835 704 749 551 1096 86 696 310 403 373 144 1025 148 789 244 545 81 71 229 93 76 236 40 189 57 53
is_linear=0
shrinkage=1


Tree=1
num_leaves=31
num_cat=0
split_feature=1 0 0 0 3 4 4 4 0 4 1 1 2 2 3 2 0 4 4 1 4 3 0 1 4 2 3 4 1 1
split_gain=544.001 397.066 149.186 104.687 77.6992 66.0892 46.9266 39.8646 37.1035 61.601 34.3663 33.9183 28.7521 26.4219 25.3146 24.951 23.1158 28.3073 20.8319 19.0343 17.633 16.3506 16.014 15.2517 27.2928 21.5648 18.1194 14.9224 14.0152 29.778
threshold=70.206395618550019 85.732241321850012 103.48144189910001 96.039789794050009 0.10184000000000003 43.89540535710001 47.927946529500012 38.244973486750006 76.451683855550016 41.872294782850005 66.590419433100024 62.052302108850007 -0.13734499999999997 0.22598000000000004 0.093735000000000027 -0.59168499999999991 85.995710218650018 42.066503896600004 40.377444152000002 73.037342029850024 35.171584490050009 0.084360000000000018 85.812895065800021 62.095317438950012 41.289992964000007 -0.083424999999999985 0.085665000000000033 42.522337019050006 71.096275259700022 70.897329358050015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 28 6 7 8 19 -1 11 16 12 -10 14 27 -16 17 -3 -12 -5 -6 -20 -19 24 -18 -26 -27 -9 29 -2
right_child=2 10 -4 5 20 -7 -8 13 9 -11 18 -13 -14 -15 15 -17 23 22 21 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.17717643935299252 -0.13632309449566327 0.10660547798830274 -0.17584729885465755 0.060544678623675699 0.18487837568289925 -0.15869099372489229 0.058457307201861514 0.10429897001179014 -0.13959226436655733 -0.16268840917637301 0.082743623938848918 -0.18475603343660241 0.11305318271541967 -0.148185890368115 0.10790917600382094 -0.080580200781769917 0.14836104622914906 0.0342574956526394 -0.15372909017962402 -0.13132942701661937 0.023092305004662639 0.028138311206439306 -0.19437719374984205 0.14787810930516007 0.12043990810056929 0.10397092469016284 -0.073263426716738508 -0.0053409253695456604 -0.17384759588375598 0.15051754028850833
leaf_weight=58.01247663795948 18.477159902453426 29.296635508537292 138.30147013068199 6.7652400285005596 10.513152003288271 23.942482724785805 17.134219065308571 69.271608307957649 5.5201956331729916 36.026826828718185 57.483181580901146 6.5406202077865592 24.481430649757385 6.7089914530515662 10.375581979751585 21.733495637774467 55.762423515319824 6.4559658467769605 7.2982520163059261 21.928148239850998 18.753615945577621 15.320526003837584 5.8298526108264923 211.52887888252735 21.067654877901077 8.5635268986225146 17.671834886074066 15.12397316098213 52.255927011370659 4.5008008927106848
leaf_count=387 112 71 920 21 14 153 54 173 33 230 159 44 59 41 25 113 103 23 45 131 69 54 39 392 48 21 86 61 343 10
internal_value=-6.61102e-06 0.0586873 -0.0924465 -0.0465077 -0.0676482 -0.00427259 -0.097141 0.0200657 -0.117558 -0.0698981 0.109937 0.0215835 0.0665673 0.0447867 0.0558992 -0.0196726 0.123247 0.0531752 0.0507541 -0.0860899 0.0812088 -0.0305436 -0.074234 0.132509 0.100965 0.0450932 -0.0154121 0.0846511 -0.145227 -0.0801383
internal_weight=1002.65 613.261 389.385 251.083 176.983 175.85 147.716 151.907 130.582 72.5691 436.279 36.5422 30.0016 123.214 116.505 32.1091 356.177 41.5825 80.102 28.6934 29.2668 22.6188 12.2858 314.594 103.065 47.303 26.2354 84.3956 75.2339 22.978
internal_count=4034 1931 2103 1183 890 718 807 565 753 366 1041 136 92 413 372 138 783 133 258 152 83 99 62 650 258 155 107 234 465 122
is_linear=0
shrinkage=0.1


Tree=2
num_leaves=31
num_cat=0
split_feature=1 0 0 0 3 4 4 4 4 4 3 3 3 4 0 1 2 3 4 0 1 4 2 2 4 3 2 3 2 3
split_gain=448.169 327.351 125.848 87.3609 57.6175 55.6641 55.4287 41.7402 31.4449 28.8841 23.8605 22.6406 21.9902 18.9915 27.0624 18.8497 18.1418 35.9374 17.2073 17.0209 28.4911 15.872 13.731 18.3702 13.0257 11.2021 11.1765 10.9363 10.75 10.5693
threshold=70.206395618550019 85.667718326750006 103.48144189910001 96.163458868000006 0.093325000000000033 43.89540535710001 39.952536079750011 48.226196960950006 38.244973486750006 44.421469061800003 -0.10747999999999999 0.10065000000000003 0.080515000000000017 42.066503896600004 86.329079026800017 73.037342029850024 0.15607500000000005 0.09450500000000002 47.927946529500012 76.451683855550016 61.87486387225001 42.522337019050006 0.17076500000000003 -0.054619999999999995 42.686561923500008 1.0000000180025095e-35 -0.080019999999999994 0.091645000000000018 -0.23375499999999999 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 4 3 -2 7 8 -6 19 15 12 -10 22 25 16 24 -5 -14 -18 -11 -1 29 -13 23 -12 -15 26 -3 -7 -9 -21
right_child=2 9 -4 5 6 27 -8 28 10 18 11 21 13 14 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.16349379492539914 -0.13121894320705693 0.016239736757089514 -0.16239571950160372 0.078527512196909427 0.12453596174165543 -0.17163238313268539 -0.13760571584663261 0.1197262219063582 -0.18508752936055223 -0.12449730119911628 0.038453087676681971 -0.1055055386541966 0.11083201463316422 -0.15100237480386336 0.082395095511166916 -0.11991914721887115 -0.15495526671102167 0.11057599355470654 0.091878542308250682 0.051534939913726624 -0.14295662945232063 0.10619125885871741 -0.062287837026031329 0.12893893532861619 0.0097523061069034103 0.15842369973508952 0.12683280718124043 0.034966390505157111 -0.043340648407320735 -0.12189433935937713
leaf_weight=55.571137681603432 76.5777468085289 12.463826507329939 134.94530609250069 6.1468631923198727 25.037691876292229 20.539641827344898 11.899623304605482 8.9926875233650225 4.4539220333099356 9.1450270265340787 48.082334026694298 13.690484777092935 205.64783473312855 8.1734254658222216 50.729374065995216 21.627927497029305 7.9324045181274441 14.259519204497336 6.1449031978845587 15.030554801225664 31.051874846220016 4.7775460034608832 7.2591020613908759 42.065031409263611 13.150151386857031 83.902715384960175 34.244737342000008 2.9274017214775077 7.3446194529533377 4.5862173438072196
leaf_count=380 479 44 920 17 53 141 72 20 30 54 162 76 461 51 136 131 49 32 17 49 201 12 37 86 52 130 70 12 33 27
internal_value=-3.02493e-05 0.0535393 -0.084673 -0.0424067 -0.0693985 -0.00276671 0.0400851 -0.10239 0.0199065 0.097529 0.0420443 0.0507747 0.102326 0.0874107 0.0426615 -0.0760007 0.101562 0.015663 -0.0375375 -0.125274 -0.0833554 -0.0507411 0.0700218 0.0806761 -0.0518657 0.136573 0.0973219 -0.14586 0.0464177 0.0109888
internal_weight=988.402 605.308 383.093 248.148 159.514 171.57 36.9373 122.577 148.103 445.794 120.328 115.874 430.504 299.893 72.053 27.7748 227.84 22.1919 15.2899 106.24 50.6686 18.468 97.4065 90.1474 21.3236 130.611 46.7086 23.467 16.3373 19.6168
internal_count=4034 1931 2103 1183 835 704 125 710 551 1096 403 373 1025 781 239 148 542 81 71 657 277 88 285 248 103 244 114 153 53 76
is_linear=0
shrinkage=0.1


Tree=3
num_leaves=31
num_cat=0
split_feature=1 0 0 0 3 4 4 1 4 0 4 2 0 4 2 3 3 2 1 0 1 2 1 4 2 2 4 3 2 4
split_gain=371.997 271.229 108.262 72.8389 59.2682 46.5387 30.2306 26.5682 25.8584 24.787 38.5526 23.879 20.1157 22.5305 19.3287 19.0724 22.9334 18.9305 17.9078 25.2992 15.5987 14.2084 12.5171 21.5385 18.3526 18.2138 12.4244 13.1168 12.3878 11.8382
threshold=70.206395618550019 85.705356740550016 103.48144189910001 96.163458868000006 0.10184000000000003 43.89540535710001 48.226196960950006 66.590419433100024 38.244973486750006 76.451683855550016 41.872294782850005 -0.13734499999999997 85.995710218650018 42.066503896600004 0.22598000000000004 -0.10747999999999999 0.092505000000000018 -0.59502499999999992 68.20618276945001 91.394134144600017 73.037342029850024 -0.14429 62.095317438950012 41.289992964000007 -0.083064999999999986 -0.06828999999999999 35.171584490050009 0.11531000000000002 -0.097294999999999993 39.184300550350009
decision_type=2 2 2 2 2 2 2 2 2 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 8 9 12 20 -1 11 -11 13 -3 15 -10 21 -18 19 -9 -5 -17 23 -14 -25 -26 -6 -28 -15 -19
right_child=2 7 -4 5 26 -7 -8 18 14 10 -12 -13 22 28 -16 16 17 29 -20 -21 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.15326538663691003 -0.12104222038035393 0.089213485509799351 -0.15178907691183002 0.071239124984933441 0.16229025276679324 -0.13556135317640161 0.042080445735516177 0.075125599582103464 -0.17253634223256864 -0.13659422782709174 -0.13945091457162043 0.05883229717726373 0.12657776083032446 0.045502407479940145 -0.12862446273509329 -0.04586707196538372 0.098775352394446361 0.095274342611533003 0.069610112232401128 -0.13440837142097681 -0.11021935450994312 0.10251816602048325 0.12658287035157434 0.10042450151577874 -0.11575888422298933 0.056094794944379668 0.082359885803716781 -0.098656460067366392 -0.14295442668705893 -0.088993987707552902
leaf_weight=54.588131502270699 74.805258810520172 30.336095064878464 130.1791240721941 6.1005509197711971 10.012518882751467 22.76765438914299 16.233979195356369 10.947834134101869 3.7915528714656821 8.2321265637874586 33.163138851523399 25.99928081035614 53.756892472505569 6.0525431185960761 6.5612624138593665 7.1566585749387732 11.14252522587776 4.1910602450370815 55.455712199211121 12.165594071149824 21.200142800807953 65.632447704672813 203.87575334310532 21.872450068593025 11.717932328581812 13.019034042954443 12.3527809381485 5.9222608208656302 8.2317578196525556 20.737954959273338
leaf_count=387 479 75 920 17 14 153 53 30 26 53 220 81 103 21 41 32 27 12 157 71 131 153 392 52 63 40 35 32 52 112
internal_value=-5.8407e-05 0.0491464 -0.0781432 -0.0388656 -0.0591264 -0.00255187 -0.0861172 0.0913236 0.0181172 -0.103178 -0.0626088 0.0118352 0.103155 0.040453 0.0382213 0.047939 0.0556181 -0.00958223 0.0387886 -0.0351612 -0.0696711 0.0879289 0.112351 0.0834424 0.0336922 -0.0253125 0.0727542 0.0236992 -0.0631015 -0.0580148
internal_weight=968.202 593.936 374.266 244.087 166.504 169.282 138.217 427.432 146.514 121.983 67.3945 34.2314 348.862 44.6204 119.213 112.652 108.861 36.0715 78.5691 23.1134 27.3007 72.7891 304.242 100.366 46.6094 24.737 28.2876 18.275 14.2843 24.929
internal_count=4034 1931 2103 1183 875 704 794 1056 551 741 354 134 798 148 403 362 336 151 258 101 148 185 650 258 155 103 81 67 73 124
is_linear=0
shrinkage=0.1


Tree=4
num_leaves=31
num_cat=0
split_feature=1 0 0 0 3 4 4 4 4 4 3 0 1 2 2 3 4 2 3 2 0 1 2 2 1 3 1 3 3 3
split_gain=310.646 225.452 94.3844 62.3932 40.2091 28.9211 27.5092 24.7865 23.142 22.4776 18.3289 18.279 31.2781 16.0717 18.2982 14.362 14.1503 16.0576 25.5354 13.7193 13.4556 18.9508 12.6018 14.6361 14.3597 19.6809 10.7981 10.7076 10.2728 21.8544
threshold=70.206395618550019 85.667718326750006 103.48144189910001 95.117648655250022 0.099855000000000027 43.89540535710001 48.226196960950006 38.244973486750006 39.525197829750006 44.421469061800003 0.080515000000000017 76.451683855550016 61.87486387225001 0.22598000000000004 0.059320000000000012 0.080395000000000022 41.685324604100011 0.15607500000000005 0.09450500000000002 -0.097294999999999993 84.390700714750025 58.167480110400007 -0.088224999999999984 -0.083424999999999985 62.084563606450011 0.09914000000000002 74.739136026450012 0.087905000000000025 0.089850000000000027 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 4 3 -2 6 7 11 -5 -6 10 -3 -1 20 14 26 -11 17 -12 -19 -18 21 -13 -21 -24 -25 -26 -9 -7 29 -28
right_child=2 9 -4 5 8 27 -8 13 -10 15 16 12 -14 -15 -16 -17 19 18 -20 22 -22 -23 23 24 25 -27 28 -29 -30 -31
leaf_value=-0.14451372623359832 -0.12622934679959127 0.11889002545432557 -0.14319538957486488 -0.073352021411575707 0.12193901748854863 -0.13813393929350246 0.038024369864629162 -0.062786238761206467 -0.068471982227799308 -0.16809952053502628 0.097604090780044131 0.075718707897346041 -0.12820136440187668 -0.12086321659015969 0.10696538007199173 0.035431725956241229 0.095445320339654707 -0.14037005713463746 0.092522053215877739 -0.1033421060681023 0.12590032848820243 -0.13974035569162449 0.1241331471378832 -0.070751140921073943 -0.069508639553678545 0.11727720828905504 -0.015629847546205267 0.027878350920900977 -0.0097526649546296491 0.13023963306712391
leaf_weight=52.025504395365715 57.836071386933327 124.04864840209484 124.48471309244633 29.535655483603477 17.020803064107898 20.347720593214039 16.172379389405251 14.901396825909613 10.212663635611532 5.4079502969980231 177.58674213290215 8.2817450761795097 31.530968800187111 6.8243420720100394 28.426214069128036 9.6598168015480024 30.550002962350845 7.6563504785299328 12.225628331303595 8.028378486633299 8.2968018352985364 8.0505039840936643 12.836460947990416 16.38100928068161 8.803072541952135 15.70448064804077 18.829357013106346 4.802106484770774 34.816216498613358 22.596989348530769
leaf_count=386 393 244 920 168 33 146 53 80 53 38 404 24 217 44 65 33 74 48 29 44 17 52 25 83 41 33 77 22 145 43
internal_value=-8.64561e-05 0.0453049 -0.0725926 -0.0358057 -0.059521 -0.00692488 -0.0836223 0.0091251 0.0505341 0.0823558 0.0867242 -0.101807 -0.0622443 0.0283982 0.0369172 -0.0376174 0.0729544 0.0880626 0.00283764 0.0406326 0.0221963 -0.0304855 0.0135162 0.0309789 0.0017343 0.050184 0.0150703 -0.106436 0.0302872 0.0639381
internal_weight=943.881 580.48 363.401 238.916 151.591 181.08 124.358 155.93 27.2335 428.889 413.821 108.186 56.16 126.395 119.57 15.0678 289.772 197.469 19.882 92.3034 24.6291 16.3322 61.7534 53.725 40.8886 24.5076 91.144 25.1498 76.2426 41.4263
internal_count=4034 1931 2103 1183 835 790 749 622 86 1096 1025 696 310 454 410 71 781 481 77 300 93 76 226 182 157 74 345 168 265 120
is_linear=0
shrinkage=0.1


Tree=5
num_leaves=31
num_cat=0
split_feature=1 0 0 0 3 4 3 1 3 4 0 1 0 4 4 2 3 2 2 4 2 2 3 2 4 0 1 4 2 2
split_gain=260.18 189.49 83.5005 53.1119 42.8476 26.1358 24.634 21.9993 20.5377 19.0109 18.2568 16.3412 16.3224 13.8749 13.5302 18.3448 19.1999 12.6192 26.6205 12.0807 11.9242 12.7703 11.249 10.938 15.291 14.5954 15.4473 13.7864 10.805 10.3555
threshold=70.206395618550019 85.705356740550016 103.48144189910001 95.117648655250022 0.091645000000000018 48.226196960950006 0.079355000000000023 66.590419433100024 0.12535000000000004 39.952536079750011 85.667718326750006 62.111448187750007 96.959242474650011 40.377444152000002 41.289992964000007 -0.083064999999999986 0.087795000000000026 -0.14138499999999998 -0.10623499999999998 38.804080188450008 0.22598000000000004 0.04932000000000001 0.084360000000000018 -0.59681499999999998 41.178189531300006 100.27142289135001 75.408562100950022 40.80591513400001 -0.046635000000000003 -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 4 3 -2 5 17 12 11 19 -6 -11 14 -5 -9 -3 -16 -17 -1 -19 28 21 23 -15 -21 27 26 -26 -25 -8 -24
right_child=2 7 -4 6 9 -7 8 13 -10 10 -12 -13 -14 22 15 16 -18 18 -20 20 -22 -23 29 24 25 -27 -28 -29 -30 -31
leaf_value=-0.14087534117919145 -0.11821207836241504 0.093625839241856329 -0.13607415020407818 0.031664075092900271 0.091880297427462787 0.034372937848178832 -0.087234371467544702 0.056417342325783139 -0.17678947777090004 -0.10128652290493252 0.12087764803874124 0.10720480646090887 -0.11626327785251678 -0.14299032799213959 0.080685550493491881 0.056969868413099638 -0.097761367158403251 0.09354663856349435 -0.10089007375562241 0.11964331818550583 -0.10525093296001956 0.10581780073636232 0.071085941113014056 -0.0012649184474765674 -0.075370606337581747 -0.14074934613542961 0.088712825173003107 0.12667467937882626 0.045960030441443658 -0.10475482061249924
leaf_weight=46.43549656867981 55.69414758682251 67.254677757620811 118.22233889997005 10.129664599895476 24.283281311392784 16.104958683252335 17.034718528389934 54.466762199997902 5.4709358215332022 13.836268872022631 5.0486082285642615 198.00058151781559 28.293188467621803 6.9480582475662258 34.518217816948891 15.271021917462347 16.887946605682373 8.4284038096666318 42.788646042346954 10.261896401643751 5.6838666647672644 24.918250679969788 9.8155488222837448 18.905689463019371 11.849671378731729 9.9822394400835019 11.123321160674093 15.189340949058531 9.4799393713474256 5.0837005227804157
leaf_count=356 393 153 920 41 59 53 101 159 38 86 11 418 189 45 90 46 91 23 287 22 37 57 27 77 68 61 29 31 39 27
internal_value=-0.000115799 0.0419262 -0.0675727 -0.0329667 -0.0514674 -0.0836564 -0.00634266 0.0778257 0.0131356 0.0333577 -0.041894 0.0889564 -0.0772642 0.0294123 0.0619785 0.0300571 -0.0242856 -0.103122 -0.0688931 0.0208651 0.0357246 0.0435626 -0.0379131 0.0234973 0.00878239 -0.0397912 0.00407715 0.0557322 -0.0396126 0.0110882
internal_weight=917.411 565.172 352.239 234.017 156.926 113.758 178.323 408.247 139.9 43.1682 18.8849 331.932 38.4229 76.3141 133.932 66.6772 32.159 97.6525 51.217 134.429 107.914 102.23 21.8473 77.3122 67.0503 32.9552 22.973 34.095 26.5147 14.8992
internal_count=4034 1931 2103 1183 875 719 790 1056 560 156 97 798 230 258 380 227 137 666 310 522 382 345 99 288 266 158 97 108 140 54
is_linear=0
shrinkage=0.1


Tree=6
num_leaves=31
num_cat=0
split_feature=0 4 0 1 0 4 0 3 4 4 0 1 1 0 0 1 2 0 2 3 4 1 1 1 3 2 4 2 3 1
split_gain=221.053 96.4387 111.639 53.9798 48.4577 47.9337 34.3429 25.9985 18.0221 32.4388 15.7641 30.9756 14.1882 17.0999 21.7596 13.371 13.0195 11.4016 10.3406 10.3072 9.72905 9.40112 19.128 13.8807 9.36036 8.99842 8.13232 9.41716 7.6157 7.47835
threshold=102.70985441565001 43.525909308350002 75.462331263550013 70.206395618550019 85.995710218650018 41.942745071500006 96.163458868000006 0.09091500000000001 47.927946529500012 49.122847560300009 97.878695155250014 78.10777406390001 66.590419433100024 91.937202686950016 90.767723400200012 62.272755675600003 0.17076500000000003 84.390700714750025 -0.53569499999999992 0.080770000000000022 40.241071441700008 71.397382570300024 70.727956495850009 71.104340634100012 1.0000000180025095e-35 -0.14429 41.685324604100011 -0.093879999999999991 -0.11223 62.391047833300007
decision_type=2 2 2 2 2 2 2 2 2 2 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 15 21 8 -3 24 25 -12 19 14 -14 -4 -13 -17 -9 20 -6 22 -5 -24 -10 -8 -21 -28 -11 -20
right_child=-2 7 3 6 12 -7 10 18 9 28 11 16 13 -15 -16 17 -18 -19 29 26 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.13877626866684498 -0.12533165045414449 -0.11011152503609717 0.060556595625958901 -0.14618814837387006 0.030236212786320767 -0.099373851371250932 -0.03543124549040378 0.1624841853149035 -0.0015183585036522536 -0.0069721060180182289 -0.083883163871184066 0.064949468224950083 0.054295202795584675 0.066875888900684674 -0.1981885433703422 -0.14947899783010984 -0.076995919351185715 0.077029054000594815 0.06751709638798635 0.093267848384528007 0.13186015661868669 -0.14762489743454393 0.12203509240411455 -0.089008996241864966 0.14648892371260258 0.086282041785788868 0.10992306455641793 0.021185525405299489 -0.15625320141939081 -0.10951804085489616
leaf_weight=35.008993238210678 121.76760759204626 69.544214531779289 74.012352794408798 10.596816793084146 10.680309846997259 31.013457402586937 7.1805823743343344 5.8577734678983679 8.150322765111925 4.6334302276372936 31.06169618666172 42.338373690843582 7.6557422131299955 52.041152700781822 6.159752830862999 5.983541361987589 7.6256399154663077 3.5352745205163956 5.8025723248720151 119.20326010882854 79.871150627732277 15.207499742507933 7.576846629381178 5.2940202653408051 8.9817728102207166 39.423149302601814 16.987334281206131 40.40458182990551 13.02179706096649 4.0525454878807068
leaf_count=291 977 489 220 82 33 201 34 13 33 20 175 129 22 141 43 46 48 10 17 270 138 117 27 37 19 102 35 139 100 26
internal_value=-0.000144572 0.0196806 0.0349136 0.0448194 0.062896 0.00679137 -0.00382706 -0.0626562 -0.0807164 -0.0219519 0.0211883 -0.00546545 0.0821945 0.0406212 -0.0582768 0.0462084 0.0432854 -0.0653542 0.0572614 0.0924432 0.119874 -0.0863786 -0.0466899 0.0352288 0.0760768 0.0675288 0.0783777 0.0474508 -0.117076 -0.00528193
internal_weight=890.674 768.906 648.862 613.853 447.548 114.545 166.305 120.044 104.332 34.7873 127.629 81.0257 333.003 65.8566 13.8155 83.5312 49.964 9.51882 15.7129 267.147 90.5515 38.6752 23.4677 12.8709 17.1321 46.6037 176.595 57.3919 17.6552 9.85512
internal_count=4034 3057 2340 2049 1298 477 751 717 661 172 488 352 821 206 65 276 177 56 56 615 171 263 146 64 52 136 444 174 120 43
is_linear=0
shrinkage=0.1


Tree=7
num_leaves=31
num_cat=0
split_feature=0 4 0 1 0 4 0 1 3 2 0 1 1 0 0 2 1 3 0 3 4 3 2 2 4 2 1 1 2 2
split_gain=189.54 80.5413 95.421 45.4417 41.1048 39.7622 28.9517 22.759 17.6123 16.4677 12.992 25.3605 12.4505 14.1069 17.9846 12.046 11.0712 11.0179 9.79624 9.71834 19.985 14.4953 14.0366 9.70196 9.0172 8.52786 8.44836 16.5426 12.6241 8.68228
threshold=102.70985441565001 43.525909308350002 75.462331263550013 70.206395618550019 85.995710218650018 41.942745071500006 96.163458868000006 70.389210771400016 0.086955000000000018 -0.23783499999999999 97.878695155250014 78.10777406390001 66.590419433100024 91.937202686950016 90.767723400200012 -0.095854999999999996 62.272755675600003 0.089675000000000019 84.390700714750025 0.087795000000000026 41.257403903850005 0.092835000000000015 -0.082334999999999992 0.11704500000000002 48.96897326980001 0.11704500000000002 71.397382570300024 70.727956495850009 -0.055334999999999995 -0.10423499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 26 8 9 -3 -8 -12 19 14 -14 24 -4 23 -18 -6 -21 22 -22 -13 -11 -17 27 -5 29 -29
right_child=-2 7 3 6 12 -7 10 -9 -10 15 11 17 13 -15 -16 25 18 -19 -20 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.1337644920891313 -0.11959273695222797 -0.13844576864342098 0.05523610547053185 -0.13991812314359084 0.10358473313250144 -0.091846596348258758 0.061720242222224733 -0.11074546908315047 0.070934286515524497 0.063391994120566994 -0.076237125459357916 0.018627427592456013 0.049540436467506131 0.061253602352720704 -0.18184579866279668 -0.15649248205705965 -0.14274343725940813 0.076976661247732975 0.070540101613640979 0.09634209794859934 0.025543839553608495 0.050793522594116583 -0.17574658830826814 -0.15128425657539424 -0.062698648899040463 0.02694901600280546 -0.1411359315160631 0.09864633400019418 0.19614514550537818 -0.10008316396052518
leaf_weight=32.802138023078442 115.19140286743641 14.794840969145296 73.07761150598526 9.9954340755939501 143.42532613128424 30.240509696304798 45.935294568538666 48.183478996157646 15.96151579916477 17.954690866172314 30.774252712726593 14.799535885453226 7.5568079054355604 51.182141870260239 6.0472065657377243 8.0028732568025607 5.6561266854405385 30.256730243563652 3.4775227904319763 72.679831773042679 7.0063709616661072 28.365555435419083 6.8525088727474195 4.3478505611419669 8.2904174327850324 3.708608239889144 14.359609775245188 3.4527034908533087 3.4203421846032134 6.0515883341431609
leaf_count=291 977 125 220 82 305 201 136 367 49 56 175 53 22 141 43 64 46 91 10 160 23 84 43 33 40 16 117 13 9 42
internal_value=-0.000176458 0.0181974 0.0323062 0.0414011 0.0582711 0.0061979 -0.00357056 -0.0580533 -0.0211041 -0.0489531 0.0193157 -0.00497843 0.0763938 0.0371962 -0.0533145 -0.0140703 0.0422625 0.0394092 -0.0615384 0.0862242 0.0645544 0.00983911 -0.073984 -0.0199549 0.0235619 -0.0984031 -0.0809927 -0.0433125 0.0313988 -0.027889
internal_weight=863.851 748.659 631.763 598.961 435.568 112.452 163.393 116.896 68.7129 52.7514 126.114 80.1784 323.116 64.7862 13.604 37.9566 82.2113 49.4041 9.13365 258.33 114.904 42.2244 13.8589 19.1474 26.2451 11.7115 37.2797 22.9201 12.9246 9.50429
internal_count=4034 3057 2340 2049 1298 477 751 717 350 301 488 352 821 206 65 176 276 177 56 615 310 150 66 86 96 80 263 146 64 55
is_linear=0
shrinkage=0.1


Tree=8
num_leaves=31
num_cat=0
split_feature=0 4 0 1 0 4 0 1 4 3 4 4 3 0 1 1 3 3 4 3 2 3 1 0 0 1 1 4 2 0
split_gain=163.003 67.5525 81.8911 38.3861 34.983 33.0284 24.5052 19.6766 15.2525 16.0986 13.9369 12.2524 11.8668 11.4881 15.5381 11.2293 11.0107 13.8236 10.7424 9.56736 34.5191 12.4841 9.18246 9.06969 8.47275 7.9711 23.8732 7.94492 14.9865 7.78227
threshold=102.70985441565001 43.525909308350002 75.462331263550013 70.206395618550019 85.995710218650018 41.942745071500006 96.163458868000006 70.389210771400016 47.709122305950011 0.09091500000000001 48.96897326980001 38.244973486750006 0.080515000000000017 86.20003303655001 64.94239459915002 73.037342029850024 0.10065000000000003 -0.10747999999999999 40.206947806850003 0.093325000000000033 0.0023400000000000005 0.087905000000000025 62.272755675600003 99.239054969250006 84.390700714750025 71.104340634100012 70.727956495850009 40.241071441700008 0.12427500000000002 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 -1 4 5 22 25 8 9 13 -10 15 27 -3 -15 -8 17 -13 -18 20 21 29 -4 -20 -24 26 -5 28 -6 -14
right_child=-2 7 3 6 12 -7 11 -9 10 -11 -12 16 19 14 -16 -17 18 -19 23 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.1295475513174415 -0.11446281376160944 -0.12716818553155715 0.050393508440570223 -0.13471546167815959 -0.018682789960854703 -0.085037908114178273 0.071739052793064417 -0.10445982000263779 0.10788863387529407 0.067297792792363378 -0.049211086776691247 -0.15272441750212212 0.12603441401588977 0.09867904155654636 -0.12734011068228501 -0.085316852971226376 -0.17611910426715774 0.055502292256717725 -0.083896796298331355 0.079238554429265376 -0.14756833906794029 0.0060039100118261628 -0.13716461256883786 0.094486940934130181 0.064639770317933387 -0.1216058217440202 0.10203348608191903 0.11641247330597802 0.14458142703103341 0.053990710250563269
leaf_weight=30.596330657601357 108.65819827467203 22.638944931328297 72.140682563185692 9.3752145469188708 13.518859162926676 29.438199311494827 6.0664070844650295 46.084698528051376 14.159341380000116 8.6674033850431424 9.3931126967072469 3.3184482455253592 23.661491148173809 6.5142379552125913 5.7057896628975868 18.241340316832066 4.409720927476882 81.243536882102489 5.5529836416244489 107.81835325062275 9.2513168975710851 34.684634394943714 5.3151049464941007 5.8560400903224945 3.4186205267906189 18.620687276124954 7.805272862315177 73.396409668028355 9.625449597835539 40.93151730298996
leaf_count=291 977 193 220 82 51 201 17 367 32 26 44 25 43 15 40 121 31 246 31 267 60 124 46 17 10 154 27 145 15 116
internal_value=-0.000217743 0.0168469 0.0299262 0.0382857 0.054078 0.00565659 -0.00335764 -0.054152 -0.0195893 -0.054666 0.0452346 0.0175807 0.0711496 -0.0849913 -0.00685409 -0.0461209 0.0330063 0.0473309 -0.0435682 0.0581403 0.0371802 0.0543962 0.0386693 0.00766426 -0.0581728 -0.0762816 -0.027158 0.100303 0.0492169 0.0803815
internal_weight=836.108 727.45 614.287 583.69 423.201 110.313 160.49 113.164 67.0788 43.5264 23.5525 124.688 312.888 34.859 12.22 24.3077 100.381 84.562 15.8187 216.347 108.529 99.2776 80.8744 11.409 8.73373 35.8012 17.1805 96.5407 23.1443 64.593
internal_count=4034 3057 2340 2049 1298 477 751 717 350 274 76 488 821 248 55 138 350 271 79 610 343 283 276 48 56 263 109 211 66 159
is_linear=0
shrinkage=0.1


Tree=9
num_leaves=31
num_cat=0
split_feature=0 4 0 1 2 1 1 0 4 4 0 2 2 3 0 0 0 4 2 2 3 3 2 1 2 1 2 1 4 2
split_gain=142.588 58.9366 63.7159 35.8105 22.6597 22.4891 22.2963 34.7622 24.3533 20.2285 18.3356 17.9444 16.7671 13.8993 13.2745 16.9097 10.9232 18.1984 9.98929 9.54166 11.5396 11.6998 9.35405 9.25517 18.7201 9.4931 8.64194 9.98341 11.7623 8.71854
threshold=103.48144189910001 42.719328117250008 75.462331263550013 66.590419433100024 -0.061874999999999999 81.479100559500012 70.389210771400016 85.791387400750025 47.927946529500012 39.952536079750011 85.995710218650018 -0.011675 -0.090495000000000006 0.072205000000000033 101.10215645365001 98.142164052000012 96.163458868000006 38.179089776100007 -0.083064999999999986 -0.59502499999999992 0.092650000000000024 0.083950000000000011 -0.26894999999999997 83.116371560950014 -0.12546499999999997 69.64719632740001 0.18145000000000003 62.240494178000013 38.064633603500006 -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 10 9 11 7 8 -3 12 26 -6 23 -9 15 16 17 -13 -15 -11 21 -21 -8 24 -5 -26 27 28 -4 -30
right_child=-2 6 3 4 5 -7 22 13 -10 19 -12 14 -14 18 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.12577456070255333 -0.11687773950108245 -0.11414351603953624 0.1010729547805739 -0.1286200672120803 0.10610087144126396 -0.15792829659594546 0.048395971526473659 -0.10397560497522147 0.032238407719425245 0.10557945295237847 0.07747748651031805 0.072555790770163595 -0.15435216567469523 0.07890790188046487 0.10821935635653389 -0.16934374876197078 0.082987042212000706 -0.095047015411130711 -0.012363091425331194 -0.095150231796067991 -0.076075800222145523 0.062103452935359051 -0.099059043386057033 0.097532901634456937 0.12870138860816063 -0.02967556186776131 0.10546520274998031 -0.095178003238048592 -0.10026053594957768 0.017816392613609178
leaf_weight=24.643797166645527 92.785595081746578 37.80229901522398 15.634747520089148 16.017263688147064 37.668294481933117 5.3851977288722983 4.6891993135213843 6.2197792902588835 16.251329228281975 10.184875324368475 208.38687542825937 11.327663496136667 15.836723677814005 42.519368574023247 12.84996350109577 5.6128163263201705 15.237454786896704 15.133495211601256 16.701590925455093 5.8225169703364399 14.241820134222506 25.243896029889584 52.114233821630478 4.8222025111317626 5.5830264389514985 11.749232970178126 11.455992892384527 7.760549120604991 7.1224242448806683 51.249725602567203
leaf_count=253 920 327 36 109 91 42 19 42 54 22 527 36 117 112 36 42 38 102 67 35 83 88 420 14 10 64 26 60 45 197
internal_value=-0.000246309 0.0148833 0.0313005 0.0388267 0.00740653 0.041024 -0.0353067 -0.0107875 -0.0701335 -0.0242809 0.0609863 0.0519757 -0.0678481 0.0382319 0.0180868 -0.00639359 0.0155402 -0.0232985 0.0531675 0.0181207 -0.0015392 0.0326307 -0.0868864 -0.0319593 -0.0506833 0.0213404 0.0241228 0.0127264 0.0240415 0.00340894
internal_weight=808.054 715.268 538.971 514.327 212.716 103.215 176.298 119.494 54.0536 109.502 301.61 97.8297 54.0084 65.4407 60.1614 47.3114 41.6986 26.4612 59.221 55.4931 45.3082 31.0664 56.8034 38.1717 33.3495 17.3323 93.2234 81.7674 74.0069 58.3721
internal_count=4034 3114 2073 1820 929 387 1041 602 381 542 891 345 314 221 254 218 176 138 179 228 206 123 439 197 183 74 364 338 278 242
is_linear=0
shrinkage=0.1


Tree=10
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 4 3 2 1 4 3 4 3 2 4 1 1 3 3 2 2 3 3 2 4 4 3 4 3 1
split_gain=124.665 47.9984 52.1845 32.0077 31.7423 26.6016 17.5565 19.6307 15.8831 15.3255 13.1074 12.8701 12.0028 14.7788 11.2449 9.65138 16.9693 9.48553 9.10274 11.7337 8.79982 14.1571 8.75104 8.74078 8.69695 14.0121 11.1773 8.49151 9.38487 8.34268
threshold=81.479100559500012 76.451683855550016 70.206395618550019 85.995710218650018 95.117648655250022 41.942745071500006 -0.10747999999999999 -0.054619999999999995 66.590419433100024 39.952536079750011 0.083495000000000028 44.952171034750002 0.08883000000000002 -0.59502499999999992 47.927946529500012 62.095317438950012 62.041548276350007 0.10608500000000003 -1.0000000180025095e-35 -0.23349 -0.08854999999999999 0.089305000000000023 0.093325000000000033 0.22598000000000004 41.50623664750001 42.824128352900011 0.092465000000000033 42.198888176300009 0.08376500000000002 58.167480110400007
decision_type=2 2 2 2 2 2 2 2 2 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 5 -4 29 -6 9 15 -8 -11 -1 -12 -14 -7 16 24 23 19 -13 -18 -22 -10 27 -5 26 -26 -9 -29 -3
right_child=-2 2 4 8 6 14 7 17 22 10 12 18 13 -15 -16 -17 20 -19 -20 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.11552496907784959 -0.10635544780405355 0.13264600824730385 -0.094643194327643995 0.097058155213946118 -0.13600082750748996 -0.075845958242394526 -0.087314841920970318 0.10647049872409334 -0.010845455259089793 -0.085992765116567282 0.096432159312029975 -0.12818233525124068 0.11134557214742696 -0.049738273910915551 0.099375404114691909 0.084527637779362189 0.064922694543740847 -0.064985493296365923 0.11733386814763345 0.080432519519980525 -0.18376799988021947 0.020606446344194392 0.062409162255457423 -0.047283581110698629 0.030798806958672421 0.09001662039750305 -0.16254566511564042 0.089701615904829182 -0.087633534378803446 0.023484142742771025
leaf_weight=33.400025114417076 97.035383984446526 7.8051021993160239 44.771316319704056 39.024948328733444 8.7939644828438741 43.115465603768826 24.883126065135002 35.119791470468044 44.192737147212029 12.244395956397055 17.28880974650383 7.4244426861405364 7.6680623888969413 22.141046389937404 4.0025364756584159 161.11996360123158 5.663394749164584 6.0422299876809111 4.3326075971126548 4.2335485517978659 6.9078962653875333 6.6544237434864044 25.844459697604179 5.9201854020357123 6.6172253191471118 14.183728232979773 5.4548056274652481 6.5696634054183942 5.4682144299149513 67.961272336542606
leaf_count=354 960 15 391 88 80 316 166 87 188 95 48 48 16 129 9 392 15 37 17 16 43 23 70 40 22 34 33 18 36 248
internal_value=-0.000275401 0.0147549 0.0221356 0.0413379 -0.0206306 -0.00196162 0.00114967 0.00956358 0.0581939 -0.0214407 0.00618134 -0.0802043 0.0301445 -0.00830124 -0.0609614 0.0701718 0.0428011 0.0537338 -0.00642914 -0.0524248 -0.0397719 -0.0834906 0.0161863 0.0672485 0.0671195 0.0226205 -0.0565648 0.0816269 0.009147 0.0347295
internal_weight=781.885 684.849 635.459 438.548 196.911 122.884 152.139 143.346 315.664 84.2254 59.3423 49.3906 47.0979 29.8091 47.118 245.626 84.5064 59.1201 15.9906 11.658 19.2257 13.5623 70.0372 53.0779 65.2807 26.2558 12.072 47.1577 12.0379 75.7664
internal_count=4034 3074 2639 1496 1143 588 752 672 908 454 288 435 193 145 325 650 258 218 81 64 81 66 258 181 177 89 55 141 54 263
is_linear=0
shrinkage=0.1


Tree=11
num_leaves=31
num_cat=0
split_feature=0 4 0 1 1 1 4 1 0 4 3 2 1 2 1 4 1 2 2 2 2 0 0 4 4 4 1 0 4 0
split_gain=110.263 44.7928 48.0509 26.8418 22.8071 19.8962 17.5885 17.5816 25.5081 19.6763 14.517 13.0164 20.1897 12.8311 12.3224 18.7669 13.6676 11.4626 15.1028 10.5914 11.8784 8.97191 9.59686 12.7495 8.86224 8.13022 7.70137 13.2016 7.57756 7.45864
threshold=104.06483731340002 42.719328117250008 75.462331263550013 64.407391431150018 65.29995953045001 62.111448187750007 41.919251152600005 70.389210771400016 85.791387400750025 47.927946529500012 0.093580000000000024 -0.061874999999999999 81.479100559500012 -0.026144999999999998 68.910558799650019 39.952536079750011 83.116371560950014 -0.22932499999999997 -0.095854999999999996 -0.0034049999999999996 0.048475000000000011 79.532656873050016 85.121961326250016 38.400997490450003 47.533407732750007 43.89540535710001 71.504920895500007 100.15850764985002 35.171584490050009 86.643628628100018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 13 8 9 -3 -8 14 19 21 -6 16 28 24 -19 -13 -21 -4 23 -23 -10 26 -9 -28 -16 -7
right_child=-2 7 3 4 11 29 10 25 17 -11 -12 12 -14 -15 15 -17 -18 18 -20 20 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.12025540194223472 -0.11356568823270799 -0.1057682693356826 0.10317469820466865 -0.18042860541202344 0.046064364555192638 0.044380094382274304 0.008875154075671899 -0.13521087887618419 -0.17713326061090806 0.028568374298878749 -0.16880818830157457 0.090696796846793548 -0.14206904097616144 0.091841826919196234 0.013848810380366831 0.017335965460723541 0.081840147155843729 0.10332479940806372 -0.00099531089459216262 -0.089598223251067963 0.041102483118891711 0.029276238976573662 0.025296301028142766 -0.19714778815501163 0.046346184174385519 -0.10950529415546378 0.075223194345541533 -0.12715348642322313 -0.10926654226080575 0.1064585902916277
leaf_weight=21.179512798786163 77.148519963026047 34.425453417003155 12.184596560895441 6.1222229599952689 32.896505385637283 25.952498763799667 13.070459187030794 5.0297468975186375 4.3204139918088904 15.957135453820227 7.0936872959136954 39.86106126755476 5.7692316994070998 42.227829836308956 5.8542262092232695 49.925332002341747 5.1453190296888343 26.006976656615734 29.756463766098022 7.9086579903960219 57.574838533997536 5.1183189675211889 59.870521828532219 4.8369662165641785 3.0112369433045387 33.761379979550838 9.7494276687502843 4.8154126480221739 34.231006138026714 76.125602975487709
leaf_count=253 879 327 29 46 98 96 66 48 36 54 53 105 52 100 28 216 17 59 116 57 220 17 196 35 10 333 35 33 252 168
internal_value=-0.000271539 0.0125862 0.0272257 0.0335774 0.0101579 0.0568836 0.032996 -0.0324243 -0.0101644 -0.0632213 -0.0536333 0.0150365 0.0400806 0.0470562 -0.00669472 -0.0249342 -0.0715918 0.0322025 0.0476575 0.0500561 0.0253173 0.0239956 0.0101789 -0.0807362 -0.0853464 -0.0797669 -0.0285278 0.00831362 -0.0912862 0.0906757
internal_weight=756.931 679.782 512.948 491.769 245.288 246.48 144.402 166.834 113.478 50.3826 20.1641 239.166 111.114 124.238 128.052 95.1559 45.2306 63.0951 55.7634 105.345 65.4835 82.0104 69.8258 9.95529 7.33165 53.356 19.5946 14.5648 40.0852 102.078
internal_count=4034 3155 2104 1851 1091 760 496 1051 602 381 119 1045 434 377 611 513 297 221 175 382 277 277 248 52 46 449 116 68 280 264
is_linear=0
shrinkage=0.1


Tree=12
num_leaves=31
num_cat=0
split_feature=0 4 0 1 1 1 1 0 4 4 3 2 2 1 3 3 1 1 4 2 2 2 2 4 0 0 4 4 1 1
split_gain=96.5733 37.5864 41.6184 22.979 18.3591 17.6922 15.2689 21.5473 17.2081 14.6212 12.476 11.2051 10.7702 17.1685 11.4066 12.3184 10.2455 11.4451 10.2257 9.55359 13.0069 9.05106 9.74313 8.11657 7.67045 14.9533 7.60842 7.27999 9.84787 7.56755
threshold=104.06483731340002 42.719328117250008 75.462331263550013 64.407391431150018 65.29995953045001 62.111448187750007 70.389210771400016 85.791387400750025 47.927946529500012 41.919251152600005 0.093580000000000024 -0.026144999999999998 -0.061874999999999999 81.479100559500012 0.083950000000000011 0.12535000000000004 69.999384342500022 70.776348742200014 41.827117825850003 -0.22932499999999997 -0.095854999999999996 -0.0034049999999999996 0.048475000000000011 37.038444968100009 95.469836670350006 100.15850764985002 47.533407732750007 41.535369675400013 61.622148808000013 58.613764160050003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 9 7 8 -3 11 -11 23 14 21 -6 16 -16 -18 -19 26 -21 -14 -23 -4 -8 -26 -9 28 29 -25
right_child=-2 6 3 4 12 -7 24 19 -10 10 -12 -13 13 -15 15 -17 17 18 -20 20 -22 22 -24 27 25 -27 -28 -29 -30 -31
leaf_value=-0.11796309712892694 -0.11065458673284266 -0.10117687701434691 0.099642124102151508 -0.16096361755152888 -0.071614658437853307 0.085817505838449687 -0.12369291984758116 -0.16752716211901991 0.025852824166859797 0.0079779621651001591 -0.1590766924769578 0.086359532826430219 0.084029098449929979 -0.13709235265621098 0.066862283599966432 -0.14176380116725371 -0.1052125712786634 -0.011018669624988014 0.085565716517469026 0.096946070925034114 -0.00089557128759344933 -0.081950674073798427 0.037271998546892449 -0.01823773188783891 0.019478065652239626 -0.12091290051303448 0.042059618826055759 0.071979140903105851 0.0098951278746747615 -0.21268988857836321
leaf_weight=19.517188608646393 71.548989295959473 32.490005761384964 11.523172803223131 6.1731681749224654 21.975750938057899 97.352012515068054 20.139132671058178 4.1215770468115798 15.874452337622641 13.085475854575636 6.7903833314776412 40.50861693918705 38.779292911291122 5.3998254239559165 27.942014552652836 5.241430051624774 9.7549167126417142 47.283713400363922 14.269868634641169 24.999485112726688 29.763037115335464 7.7884860336780539 57.1650735065341 4.242686375975607 16.719281062483791 13.889510959386824 2.9875989332795143 14.516225323081015 46.791850157082081 3.7885224521160126
leaf_count=253 879 327 27 46 133 264 218 36 54 66 53 100 105 52 75 42 69 253 39 59 116 57 220 21 95 136 10 39 163 27
internal_value=-0.000296271 0.0116516 0.0251851 0.0310011 0.00927375 0.0530175 -0.0303728 -0.00947702 -0.0594825 0.0304107 -0.0490945 0.0434306 0.0137343 0.0367507 -0.00612722 0.00764547 0.0155358 -0.00457634 0.0113723 0.0296117 0.0437698 0.0458001 0.0229762 0.021925 -0.0757633 -0.0442279 -0.0794493 0.0090096 -0.00766367 -0.109966
internal_weight=732.423 660.874 499.89 480.372 241.774 238.599 160.984 110.236 48.3645 141.247 19.8759 121.371 235.6 109.133 126.468 104.492 99.2505 71.3085 61.5536 61.8717 54.7625 103.733 64.9536 80.8625 50.7479 30.6088 7.10918 69.3393 54.8231 8.03121
internal_count=4034 3155 2104 1851 1091 760 1051 602 381 496 119 377 1045 434 611 478 436 361 292 221 175 382 277 277 449 231 46 250 211 48
is_linear=0
shrinkage=0.1


Tree=13
num_leaves=31
num_cat=0
split_feature=0 4 0 1 0 4 1 4 4 2 1 1 0 3 1 2 1 4 2 3 2 3 4 3 2 3 3 1 0 3
split_gain=84.7191 32.1935 41.321 19.132 23.0284 14.5523 14.2518 10.6428 11.846 9.11621 9.05834 24.711 9.00205 13.0993 10.3653 10.092 16.7493 12.0419 11.9541 10.5499 8.49482 8.2412 9.45591 8.07076 8.80737 16.3842 7.80533 7.13859 6.86009 7.48979
threshold=104.06483731340002 43.832725745850006 75.462331263550013 66.590419433100024 85.995710218650018 41.942745071500006 72.378669787950017 47.709122305950011 49.122847560300009 -0.122095 64.407391431150018 62.272755675600003 91.937202686950016 0.13377000000000003 67.300172379550006 -0.061874999999999999 81.479100559500012 39.792680591700012 -0.090495000000000006 0.090735000000000024 -0.0034049999999999996 0.080770000000000022 40.241071441700008 0.083495000000000028 -0.59502499999999992 0.092650000000000024 1.0000000180025095e-35 72.187789260650007 90.407470010750018 0.085820000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 10 26 -7 11 -3 14 15 -5 17 20 18 19 -14 -17 22 -6 -19 -25 -26 -9 -12 29 -23
right_child=-2 6 3 12 21 9 -8 8 -10 -11 27 -13 13 -15 -16 16 -18 23 -20 -21 -22 28 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.11622056368520034 -0.10797890044364265 -0.082576663355338947 0.024705959289633504 -0.0063539714567426332 -0.0066361155072659347 0.061282624420631031 -0.12249045734599671 -0.0052032518654661353 -0.060337824451488213 -0.08754881729080588 -0.13089669784381261 0.16011743200955278 -0.091179352645167355 -0.15217972511502809 -0.17364475100830284 0.085296449318730622 -0.13345678593412399 -0.073664202617320124 -0.13148042420329087 0.03210346423505623 0.021351869427115019 -0.028201804198121291 0.10372276733094424 0.11231930901447834 0.050748832943274737 -0.078868851339135806 0.13204693645687521 0.060885596373356402 0.11281993128620244 0.047622010286283462
leaf_weight=21.551300011575222 66.262239798903465 14.396887697279455 74.360330626368523 9.6299599558114988 8.9814759120345098 5.0353673473000553 19.084827542304993 7.1214614883065286 10.514256119728087 22.529040969908237 16.487019486725334 5.9207519292831412 11.295251831412317 4.9816714376211158 6.0183884575963011 34.781361438333988 5.4625214561820021 8.4032258540391904 12.729182720184324 18.007686324417591 51.591324515640736 14.636098966002463 57.279023043811321 10.870928063988677 32.964822649955757 13.849065370857714 9.9086201563477498 2.1998329758644095 14.023748472332953 118.52571409195662
leaf_count=301 879 130 275 43 33 28 222 29 69 185 182 10 87 44 51 95 56 55 100 78 222 59 140 22 127 91 22 8 29 362
internal_value=-0.000316492 0.0107759 0.0195444 0.0250037 0.040805 0.0017006 -0.0463107 -0.024464 0.0231242 -0.0603608 -0.05807 -0.0118533 0.00241253 0.00799475 -0.0706944 0.0119853 0.0363617 -0.00871954 -0.0505666 -0.0154177 0.0471017 0.0594781 0.0887638 0.0178953 0.0312332 0.0124037 0.0746531 -0.10832 0.0462941 0.0392881
internal_weight=709.403 643.141 557.507 535.956 315.371 101.925 85.6337 66.5488 27.5443 27.5644 39.0045 20.3176 220.585 204.937 15.6483 199.955 91.8352 108.12 42.0321 29.3029 86.3727 213.446 66.2605 66.088 57.6848 46.8139 17.0301 18.6869 147.186 133.162
internal_count=4034 3155 2483 2182 1111 488 672 450 120 213 330 140 1071 977 94 933 373 560 265 165 317 623 173 295 240 218 51 190 450 421
is_linear=0
shrinkage=0.1


Tree=14
num_leaves=31
num_cat=0
split_feature=0 4 0 1 1 1 1 0 4 4 3 2 2 1 0 4 4 0 0 1 0 1 4 2 2 2 2 4 0 4
split_gain=74.4189 27.6178 31.5462 17.2327 15.4848 15.1285 11.5052 15.1884 13.8318 11.1153 13.0025 10.1623 7.49454 12.6114 8.40182 11.0211 14.0813 8.27912 9.92097 10.338 7.44404 13.7889 7.2882 7.51427 7.21826 11.2787 7.0077 6.51743 9.85222 6.3013
threshold=104.06483731340002 42.719328117250008 75.462331263550013 64.407391431150018 65.29995953045001 62.111448187750007 70.389210771400016 85.791387400750025 47.927946529500012 41.872294782850005 0.093580000000000024 -0.026144999999999998 -0.061874999999999999 81.479100559500012 91.066142252700018 38.748048509250005 35.050303764500008 102.03236296680001 97.752337623100019 78.728807892050014 86.643628628100018 62.240494178000013 37.038444968100009 -0.14138499999999998 -0.22932499999999997 -0.095854999999999996 -0.26894999999999997 39.458743938000005 93.899777122150013 38.478081868400004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 9 7 8 -3 11 -11 22 14 17 -6 16 -16 18 27 -20 21 -7 -4 -24 -9 -26 -8 -14 -29 -23
right_child=-2 6 3 4 12 20 26 24 -10 10 -12 -13 13 -15 15 -17 -18 -19 19 -21 -22 29 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.11421658516577707 -0.10548927932075838 -0.09375275924375566 0.092383847782035483 -0.14881980094062819 0.048369754813697804 0.086126800333632542 0.055023202046272028 -0.074316118683660212 0.022990215200790372 0.013289409527965174 -0.15774294809435141 0.079851447141321363 0.07011807316576002 -0.12914447025290759 0.036263012998479269 0.0035589991970168332 -0.11622914564822817 0.10834755925990386 -0.10425242431918971 0.068941654012893192 0.095861696568644739 -0.0032509877399796772 -0.091452540356654774 0.015977785480932927 0.088697219908122099 -0.0047376152654576556 -0.081335225786196577 -0.062198796149012407 0.053069130411735957 -0.17949099706301164
leaf_weight=16.472631849348545 61.299248456954956 29.06835038214922 10.91793919354677 6.1619033664464942 23.76873005181551 15.986573182046415 4.1411186531186095 6.5886827185749999 15.592896565794943 13.398233346641065 6.6517910733818999 37.67221923917532 39.138677932322025 4.6755890995264044 8.6851261556148547 69.872768312692642 19.999703280627728 14.650204375386236 10.193835921585558 5.2067855000495902 65.228657573461533 5.2703350782394391 7.3057890534400931 59.83097542822361 23.235577814280987 29.098604828119278 41.927303120493889 12.013509668409826 19.372212409973145 3.298352412879467
leaf_count=253 879 327 27 46 74 43 19 46 54 67 55 99 115 52 36 332 169 41 65 19 168 28 43 205 59 116 430 69 73 25
internal_value=-0.000338963 0.00996704 0.0217526 0.0266291 0.00760096 0.0463471 -0.0275013 -0.00901032 -0.0529935 0.0252873 -0.0434522 0.0371967 0.0118362 0.0314001 -0.00499676 -0.0178669 -0.0700579 0.0388636 0.0270166 -0.0456974 0.0781949 0.0312647 0.0166098 0.00428727 0.0243272 0.036746 -0.0690779 0.0428954 0.00894804 -0.0710912
internal_weight=686.724 625.425 475.773 459.3 233.739 225.561 149.653 103.584 44.6612 135.777 20.05 115.727 227.577 105.251 122.326 98.5576 28.6848 100.575 85.925 15.4006 89.7839 24.5553 78.0547 67.1368 58.9229 52.3342 46.0684 70.5244 31.3857 8.56869
internal_count=4034 3155 2104 1851 1091 760 1051 602 381 496 122 374 1045 434 611 537 205 382 341 84 264 96 275 248 221 175 449 257 142 53
is_linear=0
shrinkage=0.1


Tree=15
num_leaves=31
num_cat=0
split_feature=0 3 1 3 4 1 4 2 4 4 2 1 1 0 3 3 3 3 2 2 3 0 4 2 3 1 1 1 3 0
split_gain=65.4624 23.9213 22.7518 23.6406 17.1642 14.6576 12.9393 12.7286 21.0353 11.906 19.5975 10.1212 10.0087 8.93428 9.14997 12.6471 16.5941 10.2971 8.71282 8.34647 8.3228 5.1146 5.50817 5.77849 4.92036 8.7381 7.25665 5.99415 10.626 10.3882
threshold=104.06483731340002 1.0000000180025095e-35 64.407391431150018 0.079805000000000029 43.933728833200007 60.613977009100005 38.625745710700009 -0.13734499999999997 41.770271989050009 47.709122305950011 -0.16276499999999997 58.167480110400007 71.397382570300024 89.705782438650019 0.085820000000000021 0.087795000000000026 0.09013000000000003 0.084360000000000018 -0.055334999999999995 -0.093879999999999991 0.08883000000000002 86.565663342300013 41.50623664750001 -0.080574999999999994 0.080135000000000026 65.29995953045001 72.378669787950017 66.964115113200009 0.13377000000000003 91.937202686950016
decision_type=2 2 2 2 2 2 2 2 2 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 24 11 -7 -1 12 -6 -11 -5 -9 14 17 -16 19 18 -8 -17 -21 -18 -23 -24 26 -26 -4 -27 29 -29
right_child=-2 2 4 5 9 6 13 8 -10 10 -12 -13 -14 -15 15 16 21 -19 -20 20 -22 22 23 -25 25 27 -28 28 -30 -31
leaf_value=-0.075424758973720224 -0.10314473199200419 0.10590134557473799 0.092544000111663235 0.0054994158736004165 -0.12447517347480866 0.098026888051396963 -0.06449775494569264 0.054928402901825484 -0.10529541901742297 0.13055624496524607 -0.09769496877622863 -0.15689325163074447 -0.06290955082689656 0.12845694349888312 0.087251416089961481 0.022406434694282849 0.0085800403491967034 -0.16675809636415284 0.10871254969431102 -0.23529309958414199 -0.05073713072511668 0.094973987377217406 0.085774615021589118 -0.039423640272937564 -0.12048159223699691 0.049536109076486333 -0.033497984871198885 -0.10207842875818916 -0.14762151675893959 0.0093509708648137606
leaf_weight=43.92482503503561 56.662344224750996 44.576637901365757 14.647177755832674 8.4741039313375932 18.018929615616798 26.413531817495823 7.865858919918538 35.005492456257343 15.339332051575182 6.3265882879495612 9.2781107798218709 7.015106998383998 9.0768943503499013 7.5721863210201255 27.005036786198616 4.5487136989831916 59.294230304658413 5.3165551349520674 4.603857710957528 4.8113673180341703 4.9650707989931107 18.021659977734089 6.3548742979764929 8.7797700911760312 5.599348545074462 27.493185944855213 6.6378193125128737 8.8336967974901182 4.7889565229415885 158.17280459031463
leaf_count=432 879 128 38 53 229 71 44 125 169 17 107 59 67 15 82 17 244 38 12 37 30 45 16 39 41 84 36 64 46 770
internal_value=-0.000337657 0.00923142 0.0181952 0.040016 -0.00243471 0.0254074 0.0332087 -0.034606 -0.00443254 -0.069099 -0.00515544 -0.0680487 0.0306647 0.0224504 0.0171544 0.0261132 0.0106505 -0.0502304 -0.000547978 -0.0894981 -0.141564 0.0261685 0.0576224 0.0131458 0.00747582 0.00272185 0.0532373 0.00618345 -0.000754465 0.00345699
internal_weight=665.424 608.762 505.415 245.619 259.797 201.042 185.553 103.347 59.4217 33.6236 15.6047 15.4892 44.0824 159.139 151.567 133.781 106.776 17.7863 12.4697 14.3252 9.77644 92.4505 33.1563 15.1346 226.173 204.888 21.285 199.289 171.795 167.007
internal_count=4034 3155 2362 930 1432 802 690 793 361 353 124 112 192 619 604 510 428 94 56 84 67 344 100 55 1079 1005 74 964 880 834
is_linear=0
shrinkage=0.1


Tree=16
num_leaves=31
num_cat=0
split_feature=1 4 0 1 1 0 0 3 4 2 3 3 2 4 4 2 4 3 2 0 2 2 4 4 1 2 1 1 1 3
split_gain=58.0978 21.0579 29.155 12.8005 12.77 12.5169 12.121 12.0064 10.0732 10.0468 9.21216 8.65827 8.6333 8.49951 8.42522 10.0791 8.14787 8.0063 24.1096 8.88051 10.9161 12.9782 11.5926 12.1886 7.60416 6.69262 6.48872 11.1393 7.22732 5.71637
threshold=83.740093847200015 43.832725745850006 75.462331263550013 70.206395618550019 72.378669787950017 85.995710218650018 96.039789794050009 -0.10747999999999999 42.719328117250008 -0.14259499999999997 0.12535000000000004 0.080515000000000017 -0.59502499999999992 38.244973486750006 47.927946529500012 -0.098419999999999994 49.122847560300009 0.093325000000000033 0.0023400000000000005 86.103248543850015 -0.093879999999999991 -0.06828999999999999 37.903039192800001 42.047301293400004 73.037342029850024 0.22598000000000004 71.397382570300024 70.727956495850009 71.104340634100012 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 12 8 26 -8 -4 -10 13 29 -3 24 15 -14 -16 18 19 -13 -21 22 -22 -24 -9 -15 27 -5 -29 -7
right_child=-2 4 3 6 -6 11 7 10 9 -11 -12 17 14 25 16 -17 -18 -19 -20 20 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.11225715177049488 -0.10866656916425639 0.15313935496325987 0.012612724084206078 -0.12485430364171746 -0.11650175382984314 0.037985123901112403 -0.12591178137165648 0.061936345543041796 0.078640651045614157 -0.12816988680705937 -0.13269947046083766 0.11046792057394553 -0.10499559896189475 0.040354725573134423 0.067777681663831121 0.0067313248904406868 -0.050270582811853141 0.052045099234874839 -0.14847773381075721 0.057999497232262089 0.075901237116446849 0.047374419004613193 -0.1938640354751191 -0.034572762440679077 -0.068628850100392186 -0.080761113360534986 -0.12489239555074126 0.091481852997461588 -0.067708400452146253 0.096026252704065743
leaf_weight=17.361730989068747 45.973148681223392 2.7805840373039237 83.332525186240673 7.2963008470833364 17.265546288341284 29.003144472837448 6.2477910444140425 6.0903518870472935 3.0433720499277106 10.295598290860651 4.0188639387488356 10.929320529103277 19.905629832297564 91.06656888872385 13.859910488128664 13.584635220468043 10.11322098225355 88.410707771778107 8.700374171137808 31.699779361486435 4.6376962065696707 16.931838527321819 8.1242865771055239 11.752557411789892 16.669652797281742 4.80303706601262 10.454646855592726 7.5663536041975004 4.5772566720843315 40.894737109541893
leaf_count=301 757 6 365 80 252 93 78 20 15 111 40 26 242 359 43 90 69 271 61 93 13 52 53 50 145 43 117 28 41 120
internal_value=-0.000315649 0.00796683 0.0151641 0.0195314 -0.0406816 0.0302733 -0.00399345 0.00931207 -0.000302082 -0.0809847 0.0162005 0.0420453 -0.0189521 0.0212448 -0.0272794 -0.0596759 0.0179783 0.0305114 0.00999092 0.0263897 0.013827 -0.0199579 -0.0664634 -0.0996801 -0.0336909 0.0342869 -0.0613628 -0.0271971 0.0314787 0.0719429
internal_weight=647.391 601.418 523.908 506.547 77.5095 347.756 158.791 128.896 96.6715 13.339 122.648 251.084 60.244 118.63 57.4634 33.4903 23.9731 181.187 92.7759 84.0755 73.1462 41.4464 24.5145 19.8768 22.76 95.8696 29.8946 19.4399 12.1436 69.8979
internal_count=4034 3277 2575 2274 702 1323 951 685 491 126 607 832 450 567 444 332 112 619 348 287 261 168 116 103 165 402 266 149 69 213
is_linear=0
shrinkage=0.1


Tree=17
num_leaves=31
num_cat=0
split_feature=1 3 1 3 4 1 4 0 2 1 4 2 1 0 1 3 3 3 3 3 3 2 4 2 3 2 0 4 1 2
split_gain=51.3574 18.7018 18.1211 19.9383 14.7586 11.6664 11.1965 10.7126 9.5046 14.7566 8.94775 15.024 8.78058 7.92443 7.52754 10.61 8.64682 6.77523 10.6538 12.5511 8.17745 6.71344 6.23645 5.93612 6.30919 5.85402 5.54399 6.49397 4.53202 5.46959
threshold=83.740093847200015 1.0000000180025095e-35 64.407391431150018 0.079805000000000029 43.933728833200007 60.613977009100005 38.625745710700009 71.131225215400022 -0.080019999999999994 71.397382570300024 47.709122305950011 -0.16276499999999997 58.167480110400007 89.705782438650019 58.613764160050003 -0.11012 -0.18112999999999999 0.085820000000000021 0.087795000000000026 0.09013000000000003 0.084360000000000018 -0.055334999999999995 40.720231579350006 -0.093879999999999991 0.08883000000000002 -0.046635000000000003 81.446839061900008 42.719328117250008 83.116371560950014 -0.23401999999999998
decision_type=2 2 2 2 2 2 2 2 2 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 28 12 -7 -1 14 22 -6 -12 -5 17 15 -9 -16 20 -19 23 21 -8 -10 -20 -25 -24 -18 -28 29 -4
right_child=-2 2 4 5 10 6 13 8 9 -11 11 -13 -14 -15 16 -17 26 18 19 -21 -22 -23 25 24 -26 -27 27 -29 -30 -31
leaf_value=-0.12598291992606472 -0.10673462874898376 0.1003653951530713 -0.038514524636012293 0.0065212515541269896 -0.12066743691917428 0.092074355992024626 -0.053197136367061949 0.055745805049283163 0.083947696768779667 -0.090665720002762407 0.10568552729439243 -0.093928358553650462 -0.14699676083962882 0.12445426027926798 -0.1393459631285377 -0.1554304838036068 -0.11607537546818635 0.080818406049891656 0.016706213560374033 0.022079334804112213 -0.1470789620892482 0.10135619047171321 0.075281011758540822 -0.20593636993614672 -0.044112606018972517 -0.067120101322268991 0.055670476725093232 -0.085181677934976219 0.096144384293727597 0.0097074345552200583
leaf_weight=10.85948610678315 42.312847517430782 39.445159062743187 26.848103512078524 8.330637935549019 15.689512610435488 24.635123535990715 7.9880774021148691 10.977200116962193 19.117497034370903 10.087422974407671 6.2947907745838156 9.4027099534869176 6.7399459332227698 6.8649993836879721 13.416652645915741 3.0375131517648688 5.9101107716560426 25.18967891857028 4.3944577053189269 89.656326897442341 5.3288050591945639 4.3361705839633951 4.9213161766529083 4.731093440204857 4.9093658104538918 6.9833319298922998 8.2560335136949998 5.423577342182397 5.44007908925414 189.83674208819866
leaf_count=175 757 128 150 53 233 71 44 52 51 99 23 127 59 15 142 36 100 82 17 344 38 12 15 37 30 56 30 67 21 970
internal_value=-0.000344169 0.00735033 0.0154189 0.0355788 -0.00307405 0.0223449 0.0294962 -0.0322679 -0.0207203 0.0144017 -0.0672611 -0.013882 -0.0621359 0.0194465 -0.0514266 0.009976 -0.0774986 0.0145269 0.022485 0.00831408 -0.0435732 0.001181 0.0485663 -0.0796196 -0.123528 -0.00825226 -0.0351404 -0.000173404 0.00599581 0.00373254
internal_weight=627.365 585.052 486.062 232.55 253.512 193.105 178.034 98.9901 88.1307 41.1096 31.387 15.6975 15.0706 153.399 47.0211 14.0147 33.0064 146.534 128.881 103.691 17.6531 12.3242 31.0221 14.0349 9.64046 11.9046 19.5897 13.6796 222.125 216.685
internal_count=4034 3277 2454 930 1524 802 690 823 648 221 383 150 112 619 427 88 339 604 510 428 94 56 122 84 67 71 197 97 1141 1120
is_linear=0
shrinkage=0.1


Tree=18
num_leaves=31
num_cat=0
split_feature=1 3 1 3 4 0 1 4 4 2 2 1 1 0 4 2 4 3 3 3 3 2 2 3 2 2 2 0 0 3
split_gain=45.4391 15.6798 15.3002 17.933 12.8358 9.77936 9.67096 9.80423 8.19223 12.7491 8.04655 12.3016 7.50785 7.14146 6.87333 5.656 5.54084 5.53322 9.10887 10.2925 6.54742 5.59069 4.90114 5.35978 4.69667 18.1738 4.96548 10.3417 10.5046 10.4524
threshold=83.740093847200015 1.0000000180025095e-35 64.407391431150018 0.079805000000000029 43.933728833200007 71.131225215400022 60.613977009100005 38.625745710700009 47.709122305950011 -0.16276499999999997 -0.080019999999999994 71.397382570300024 58.167480110400007 89.705782438650019 37.73036952315001 -0.092990000000000003 41.481306584950012 0.085820000000000021 0.087795000000000026 0.09013000000000003 0.084360000000000018 -0.055334999999999995 -0.093879999999999991 0.08895500000000002 -0.59502499999999992 -0.51146999999999998 -0.11572 96.682331287150021 94.047642319350018 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 5 3 -3 24 -1 12 -8 -6 -10 14 16 -5 17 -7 -16 -12 20 -19 22 21 -9 -20 -24 -4 -26 -27 28 -28 -29
right_child=-2 2 4 6 8 10 7 13 9 -11 11 -13 -14 -15 15 -17 -18 18 19 -21 -22 -23 23 -25 25 26 27 29 -30 -31
leaf_value=-0.12390197684731891 -0.10489771608980947 0.096724066607545567 0.057611435928437017 0.0058670290542914179 -0.11871813042511199 -0.12961455791950216 0.087345500695670486 -0.047562711161394822 0.097183858261096143 -0.090097734683833697 0.066824592250432732 -0.083728567754630279 -0.1375476493848754 0.12164204093666404 -0.017839107688546508 -0.1601912456719472 -0.038968576549136519 0.075650767271214836 0.015142944380987879 0.020030887756040519 -0.13138212051216139 0.095201190032508806 -0.18903744152628335 -0.038848655039117552 -0.13987515685625382 0.041083250178700133 0.0018842775288266972 0.056601104193728581 -0.072779312981345476 -0.017191478150154645
leaf_weight=9.9826659522950631 38.922643091529608 36.966584354639053 15.988902423530815 8.3334601782262308 14.417592506855728 8.4296036101877672 23.435335338115692 8.038090780377388 6.1677541695535174 8.8511274196207506 23.981409758329395 9.8440757654607278 6.4955340251326552 6.3478819727897635 33.928614430129521 3.0413338840007844 6.2384804598987094 24.268584609031677 4.3649322539567939 88.979719862341881 5.3665272779762736 4.1639919504523286 4.6845303326845151 4.822024442255497 8.7262871004641038 36.162713415920734 52.760980766266584 46.142035633325577 29.312184251844883 32.86846449971199
leaf_count=175 757 128 57 53 233 113 71 44 23 127 75 99 59 15 280 34 47 82 17 344 38 12 38 29 66 157 235 178 249 199
internal_value=-0.00034255 0.00675827 0.0141521 0.0330171 -0.0028271 -0.0302444 0.0205764 0.0271659 -0.064875 -0.0131874 -0.0193046 0.013359 -0.0569528 0.0178282 -0.0481293 -0.0295497 0.044985 0.0132736 0.0205436 0.0075406 -0.0393294 0.00115584 -0.0725793 -0.112857 0.00540167 0.00134882 0.00759664 7.90172e-05 -0.0247816 0.0259033
internal_weight=612.034 573.111 477.665 226.267 251.398 95.4462 189.301 174.472 29.4365 15.0189 85.4635 40.064 14.829 151.036 45.3996 36.9699 30.2199 144.688 127.12 102.851 17.5686 12.2021 13.8715 9.50655 221.962 205.973 197.246 161.084 82.0732 79.0105
internal_count=4034 3277 2454 930 1524 823 802 690 383 150 648 221 112 619 427 314 122 604 510 428 94 56 84 67 1141 1084 1018 861 484 377
is_linear=0
shrinkage=0.1


Tree=19
num_leaves=31
num_cat=0
split_feature=0 0 1 4 2 1 0 3 3 2 2 2 0 0 1 4 2 1 4 4 1 4 3 0 3 2 0 1 1 2
split_gain=40.4979 13.6513 21.2147 14.2196 11.5727 11.1222 10.9897 8.60404 7.89585 7.14752 10.5122 8.36898 12.0812 9.65704 7.10908 6.46354 6.19638 6.15392 7.78777 8.06033 7.13332 23.376 6.13029 7.54668 6.073 5.96159 5.91548 5.47486 5.40778 5.81973
threshold=104.06483731340002 85.667718326750006 66.590419433100024 42.599563320500003 -0.58994000000000002 61.982402197500001 90.407470010750018 1.0000000180025095e-35 0.078905000000000017 -0.061874999999999999 -0.0019399999999999999 -0.08786999999999999 101.55650587770002 102.21786657775002 65.611820673600008 42.719328117250008 -0.59681499999999998 62.111448187750007 42.779078631750004 43.384297312450009 63.705703859100005 38.064633603500006 -0.11012 71.131225215400022 -0.16320999999999999 -0.079634999999999997 84.390700714750025 58.613764160050003 78.285212300550015 -0.23401999999999998
decision_type=2 2 2 2 2 2 2 2 2 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 9 -1 7 14 22 -9 11 -11 13 25 28 17 26 -5 -3 20 -20 -19 -22 23 -6 -7 -13 -10 -25 29 -4
right_child=-2 2 3 16 5 24 -8 8 15 10 -12 12 -14 -15 -16 -17 -18 18 19 -21 21 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.12254663369510282 -0.095179602971974669 0.015912455848312683 -0.051312957956836783 0.080429205337035348 -0.11795845400898929 0.027330350660961962 0.10372821803379172 0.12729798362275466 -0.019136173443801374 0.070034249346536612 -0.0012189444142817543 -0.16556020484503084 0.079823250515035735 -0.14421734968322894 -0.060039722155770692 -0.12155690833113093 -0.061923403272766936 0.079972096818888394 -0.13058458067839357 0.039860878941972905 0.08154958903245374 -0.14918093716414063 -0.12997357482942604 0.043335306484895156 -0.12434557085518834 -0.053483052153355519 0.081811412860876592 -0.098538155221567281 0.074445233201080971 0.021033345853959079
leaf_weight=4.7971915863454333 41.864701010286808 106.53035671263933 15.587636779993771 3.2595304995775214 6.5929510816931751 3.1121576838195351 21.366028867661953 5.4315652176737776 17.420116923749454 33.968658618628979 53.02956810221076 7.8029195554554507 4.7678020745515814 4.1119988039135924 8.7063149735331518 4.0300724208354941 49.403948504477739 59.516431175172329 4.465649761259554 7.3262192904949188 14.568694159388544 6.2853715717792502 8.2202535718679446 11.634964562952517 17.392300680279732 12.114377249032259 8.7060942128300649 3.5499022901058188 12.006892040371893 38.787051569670439
leaf_count=16 879 413 95 11 138 23 55 15 105 104 291 73 17 38 41 49 534 194 27 30 42 36 101 66 252 87 28 49 41 184
internal_value=-0.000340641 0.00681978 0.0137671 -0.00734604 -0.0286175 -0.0370408 0.0354409 -0.0169436 0.0163103 0.00588413 0.026602 -0.0130531 -0.063163 0.00449414 0.028406 -0.00368015 -0.0531127 0.0322816 0.0512026 -0.0246878 0.0623371 0.0120079 -0.0563938 -0.0286204 -0.101324 -0.0973911 0.0145028 0.0101683 0.0137061 0.000293771
internal_weight=596.358 554.493 463.605 234.84 90.8876 86.0904 228.765 65.5859 35.5878 182.177 86.9982 95.1787 24.6851 70.4936 207.399 30.1563 52.6635 198.693 92.1624 11.7919 80.3705 20.8541 29.9981 21.7778 20.5045 19.9173 26.1262 15.1849 66.3816 54.3747
internal_count=4034 3155 2313 1475 842 826 838 551 197 930 395 535 177 358 783 182 545 742 329 57 272 78 354 253 275 160 133 115 320 279
is_linear=0
shrinkage=0.1


Tree=20
num_leaves=31
num_cat=0
split_feature=1 3 1 3 4 0 0 4 2 2 1 4 1 1 0 2 1 0 3 4 4 4 2 3 3 3 2 4 4 1
split_gain=36.3658 11.6673 10.5128 14.9749 9.84481 8.23748 8.05592 7.74069 10.593 6.24302 10.3395 6.39351 5.7807 6.88949 7.5914 6.8823 7.79584 5.07085 5.11281 6.94224 4.88744 4.82862 4.67313 4.19834 11.7776 8.91559 8.05467 5.26941 9.0113 5.03375
threshold=83.740093847200015 1.0000000180025095e-35 64.407391431150018 0.079805000000000029 43.933728833200007 88.606203063300015 71.131225215400022 47.709122305950011 -0.16276499999999997 -0.080019999999999994 71.397382570300024 35.509685375550013 60.613977009100005 61.901748453550006 85.57631075030001 -1.0000000180025095e-35 58.167480110400007 71.332859575200004 -0.11223 42.599563320500003 38.625745710700009 40.720231579350006 -0.046635000000000003 0.085820000000000021 0.087795000000000026 0.092835000000000015 -0.08262499999999999 42.198888176300009 42.686561923500008 61.982402197500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 -4 12 -1 -6 -9 11 21 -8 15 -14 -15 16 -5 -13 -19 -20 -16 -11 -23 -22 -25 26 -26 29 -29 -27
right_child=-2 2 4 5 7 -7 9 8 -10 10 -12 17 13 14 20 -17 -18 18 19 -21 23 22 -24 24 25 27 -28 28 -30 -31
leaf_value=-0.12016910686991655 -0.10196341456278085 0.090494413817932842 0.0050953621025546045 0.071810428652724509 -0.11646423846376362 0.089326647612362475 -0.16449613531537299 0.092571043926549967 -0.083619195872064969 0.074024353805838508 -0.079376114429952294 0.052866284161335257 0.064482689121753187 -0.082199131431079264 0.10957776866364798 -0.15335013552596968 -0.10721445334760396 -0.076936230515289833 0.050021428971433024 -0.11652206085277705 -0.041290771437833731 0.067880735902963341 -0.061980787648601682 0.084097118415841721 0.00031407958528962448 -0.027253753382380549 -0.11979337537667863 -0.12318786974329939 0.027627159087681097 0.059600122432070302
leaf_weight=8.4183492325246316 33.194206297397614 32.90747669711709 216.38356914371252 5.7760925963520986 12.549680113792421 14.56505688279867 3.9661481603980056 5.9664212577044964 7.9715102724730951 17.677442178130153 9.4004767909646016 6.058406949043273 25.136640008538961 8.8388012349605543 5.1051545590162268 4.430574730038642 4.2018919549882412 20.828081876039501 9.0476311631500739 3.4600892178714266 14.208990544080732 4.6657111495733261 6.8239601477980596 20.63357800245285 12.367489077150823 8.5237734839320165 10.179001227021216 6.1102769672870663 11.267794966697691 30.730000369250774
leaf_count=175 757 128 1141 25 233 44 55 23 127 51 99 19 81 83 13 47 40 242 55 56 73 15 56 66 54 36 62 42 42 94
internal_value=-0.000327002 0.00582721 0.0123077 0.0284135 -0.00194873 0.0171933 -0.0270143 -0.0594936 -0.0081973 -0.0174424 0.0118272 -0.0434767 0.0109213 0.0166202 0.00721834 -0.0496336 -0.00357987 -0.0312927 -0.0465876 0.00394946 0.0138528 0.0412217 -0.00924678 0.00956688 0.0168069 -0.00072874 -0.0539105 0.0204442 -0.0254007 0.0407402
internal_weight=581.394 548.2 457.854 214.983 242.871 182.075 90.3463 26.4876 13.9379 81.9279 38.5676 43.3604 167.51 153.102 127.965 14.4086 9.97798 39.3942 33.3358 12.5077 119.126 29.1671 11.4897 114.021 99.8119 79.1783 22.5465 56.6318 17.3781 39.2538
internal_count=4034 3277 2454 930 1524 802 823 383 150 648 221 427 758 646 565 112 65 372 353 111 482 122 71 469 396 330 116 214 84 130
is_linear=0
shrinkage=0.1


Tree=21
num_leaves=31
num_cat=0
split_feature=1 0 4 2 2 4 2 2 2 2 2 3 0 0 2 3 3 4 1 0 1 1 0 1 2 1 2 0 0 3
split_gain=32.2226 10.3633 12.1807 9.29552 7.58124 7.17321 7.58889 8.61928 6.45725 16.1753 12.1802 10.2994 8.77403 8.54429 6.95688 7.16531 11.2867 8.02075 7.68127 7.60583 12.474 6.55533 6.84355 8.63839 9.21185 6.83363 7.72781 5.94228 7.29547 8.71207
threshold=83.740093847200015 76.451683855550016 43.961868063600001 -0.60918499999999998 0.36215000000000008 44.952171034750002 -0.23349 -0.23375499999999999 -0.079634999999999997 -0.077085000000000001 -0.08262499999999999 -0.11789499999999999 84.226704768850013 102.21786657775002 -0.06828999999999999 0.083365000000000022 0.086520000000000027 41.50623664750001 72.752365468100024 90.767723400200012 62.057679025150001 83.116371560950014 94.203572890950014 75.408562100950022 -0.095854999999999996 75.634392583900009 -0.094519999999999993 85.925810307250018 96.163458868000006 0.10507500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 8 -1 7 -7 10 -10 11 -3 -11 21 27 18 -17 -18 -16 20 -19 22 -13 24 -24 -25 -27 -14 29 -29
right_child=-2 2 3 -5 -6 6 -8 -9 9 12 -12 13 14 -15 15 16 17 19 -20 -21 -22 -23 23 25 -26 26 -28 28 -30 -31
leaf_value=-0.097531308312946124 -0.10027694128378668 -0.092302905009937264 0.1502295707238564 -0.054140715278130358 -0.1116885261738737 0.035361470790638103 0.099083572604980685 -0.17093884960963923 0.10354463917553183 -0.078676370095522696 -0.080744264848784691 0.028037856303215716 0.0680122254080259 -0.091246195773372327 0.076571688951814695 -0.095241593524221818 0.038268785204786424 -0.12201884292427023 -0.0095491031937436979 -0.10975027516503791 0.049549326244307114 0.12961992896907965 -0.017765318561705566 0.098008688158827462 -0.14753385905080513 -0.050468303185407896 0.0739192857287512 -0.15248843637698048 0.031443056186735735 0.042228986422081796
leaf_weight=16.018613748252395 30.514982018619776 9.5748689249157888 2.3571161702275267 39.873669873923063 4.7987558394670478 4.5114981196820727 5.0028665326535693 3.674868017435073 24.194286778569221 9.1191459931433183 16.347800653427839 125.30722731351852 4.8589254841208485 7.4300143755972377 45.272725731134415 8.7157198786735517 86.175648525357246 5.6355385333299699 13.428491994738577 7.3974244855344287 17.085076987743378 5.1263274252414694 18.821660373359922 8.6098323315382022 7.7115098834037772 14.320359997451307 7.6696032211184493 8.8770772740244883 6.2146683409810057 3.1002989299595347
leaf_count=354 757 80 7 535 51 26 28 27 92 73 110 527 15 88 144 67 351 44 88 56 58 11 133 23 74 85 22 64 31 13
internal_value=-0.00031665 0.00536114 0.00869139 -0.0427338 0.0133538 -0.0525632 0.00205148 -0.057247 0.0146554 0.0260087 0.00231779 0.00895548 0.017319 0.0139275 0.0215529 0.0280504 0.0145172 0.0227431 0.0568707 -0.0216799 0.00699418 0.0180938 0.01496 -0.013723 -0.0554808 0.0224853 -0.00708472 -0.030231 -0.0564709 -0.102087
internal_weight=567.747 537.232 508.024 42.2308 465.793 29.2078 13.1892 8.18637 460.994 240.075 220.919 204.571 215.881 194.997 206.762 183.711 125.009 116.294 58.7012 30.118 22.7206 187.567 182.44 57.133 26.5332 30.5998 21.99 23.051 18.192 11.9774
internal_count=4034 3277 2842 542 2300 435 81 53 2249 1096 1153 1043 1004 963 931 808 576 509 232 158 102 875 864 337 207 130 107 123 108 77
is_linear=0
shrinkage=0.1


Tree=22
num_leaves=31
num_cat=0
split_feature=1 3 1 3 4 0 0 2 4 1 2 4 2 3 3 3 2 4 0 0 4 2 2 3 4 3 2 4 0 0
split_gain=28.5546 8.88026 8.19148 12.2846 7.65911 7.01987 6.72176 6.23073 7.63068 4.36786 6.17083 5.76839 4.57733 4.33151 5.3742 9.62951 10.0823 7.61926 5.30152 4.2232 4.05354 4.01483 9.9724 3.87531 3.83338 4.41394 4.0018 3.81066 13.9957 9.67253
threshold=83.740093847200015 1.0000000180025095e-35 64.407391431150018 0.079805000000000029 43.680097826700013 88.606203063300015 71.131225215400022 -0.16276499999999997 47.927946529500012 75.634392583900009 -0.080019999999999994 35.509685375550013 -0.092990000000000003 0.085820000000000021 0.087795000000000026 0.092835000000000015 -0.06483499999999999 41.685324604100011 85.732241321850012 97.39208423365001 43.572676689450006 0.04932000000000001 0.096390000000000017 0.084360000000000018 41.535369675400013 0.09013000000000003 -0.090495000000000006 39.952536079750011 90.297243227400017 87.009258933850006
decision_type=2 2 2 2 2 2 2 2 2 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 27 13 -1 8 19 10 11 -8 -13 18 -15 16 24 -17 -5 -6 -19 -9 -23 -20 26 -26 -16 -4 29 -29
right_child=-2 2 4 5 7 -7 9 21 -10 -11 -12 12 -14 14 15 17 -18 20 23 -21 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.11708388740379486 -0.098607339398136137 0.085219629212393441 -0.0096110285951386161 -0.1102458748553201 -0.12877184768871985 0.084624463744480613 -0.16440406268122645 -0.10930211870065032 0.10348978544941334 -0.090490410982243238 0.023274227600099173 -0.014116796865860402 -0.15480049771012869 0.059627260671586448 -0.0096662936236712772 0.045240563286544681 -0.16402582671138122 -0.035535545191612568 0.041600287234384102 0.076732064557939253 0.063424978083150715 0.14269902935721282 -0.12639550570654084 -0.066202321839535935 -0.038584378811434922 0.069092333515194962 -0.13272895198313123 -5.5717850243690282e-05 0.025586267210760127 -0.27088909663721611
leaf_weight=7.196514504030346 28.055017612874508 29.321695726364851 97.055779796093702 6.2555194832384613 3.6058047488331813 13.473152615129946 3.1997977197170249 14.419836319983007 4.9466642886400223 7.165653131902217 32.75666169822216 32.489128358662128 2.4899791702628127 23.272725775837898 6.5214958488941193 57.72691847011447 5.4385850671678773 23.382417455315593 8.7139361575245839 1.3837672434747217 5.0294484421610823 2.4337454587221137 3.1722547113895416 5.4017650708556166 7.2474822700023642 8.0195513591170293 4.4424533061683231 2.5300591215491286 104.72286521270871 2.754116989672184
leaf_count=175 757 128 551 69 71 44 47 274 20 112 153 304 32 96 36 196 45 132 28 6 17 5 50 28 50 29 32 21 501 25
internal_value=-0.000305601 0.0049318 0.0106413 0.0253187 -0.00200629 0.0152778 -0.0246054 -0.0492623 0.0154769 -0.0160841 -0.00856786 -0.0358877 -0.0241313 0.00949086 0.0157149 0.00704012 -0.040111 0.0243756 -0.0336137 -0.0717791 -0.0180176 -0.0813841 -0.00957289 0.000346625 -0.0144192 0.0179766 -0.0595297 0.00483167 0.017574 -0.141214
internal_weight=554.625 526.57 441.272 204.247 237.025 174.925 85.2977 29.9621 9.93624 78.1012 70.9356 38.1789 34.9791 161.452 141.081 117.808 31.6696 86.1388 20.3712 4.98957 28.4119 20.0258 5.606 14.1157 26.231 15.267 10.9639 207.063 110.007 5.28418
internal_count=4034 3277 2454 930 1524 802 823 426 97 648 536 383 336 758 633 537 192 345 125 77 149 329 55 56 147 79 68 1098 547 46
is_linear=0
shrinkage=0.1


Tree=23
num_leaves=31
num_cat=0
split_feature=0 4 0 0 4 2 2 2 2 3 3 4 4 1 4 2 0 1 1 1 2 1 4 0 4 4 2 1 1 0
split_gain=25.5237 8.37183 12.7612 9.74036 7.77898 7.6663 6.71279 5.86326 5.94157 6.84868 9.8154 8.17841 6.58591 6.32788 10.1317 6.22814 5.70121 13.2754 12.9651 9.01526 6.91649 7.72334 6.68344 5.61088 11.9483 6.53961 5.39817 8.2988 8.09342 7.82379
threshold=107.57327517365 42.719328117250008 75.462331263550013 100.15850764985002 42.67709657435001 -0.5775499999999999 -0.23783499999999999 0.36215000000000008 -0.06828999999999999 0.083950000000000011 0.08674500000000003 35.419594101850009 41.147265497500008 61.049507226200006 37.627645350900004 -0.092479999999999993 86.329079026800017 62.030794443850006 63.705703859100005 65.29995953045001 0.13006000000000004 61.987779113750001 40.984321400500008 102.21786657775002 40.844669808050007 39.420767558750008 -0.11572 69.873026810350026 62.036171360100006 86.20003303655001
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -3 -7 8 9 13 12 -12 -11 -4 -15 -16 17 20 -18 -20 21 22 -10 25 -25 -21 27 28 -8 -28
right_child=-2 3 4 -5 -6 6 26 -9 16 10 11 -13 -14 14 15 -17 18 -19 19 23 -22 -23 -24 24 -26 -27 29 -29 -30 -31
leaf_value=-0.10753605099974495 -0.10655392764576242 0.1089353705358248 0.078510481169140778 -0.10695167709092866 0.085701945042884725 -0.09465614039634096 -0.0064411696117147718 -0.10435119894837741 -0.01317305638529402 -0.0064736658963499812 0.062417930886778439 -0.008907897428862048 0.10859457033929161 -0.15355025042904527 0.010403381720198305 -0.08627320731756094 0.089697487965978706 -0.13397279414764457 -0.13774074737806591 0.040170243337693735 0.089710346548679057 0.059054130056811205 -0.17532172253605693 -0.020397705757358466 0.17026792183267089 -0.016123112506156698 -0.082881656755794925 -0.075460450616934502 0.10018039578257001 -0.0016974895340158586
leaf_weight=8.8933099210262281 21.706572607159615 5.1608541905879965 4.3494043871760359 11.471384715288876 14.414515055716036 9.800572529435156 14.25657579302788 4.3662922233343116 7.6707412935793453 7.3780413009226349 18.446557853370905 125.09018169343472 15.26516631990671 7.4116013757884494 19.407890174537897 10.148043233901264 33.317050337791443 6.8881613090634337 3.5990313217043868 44.052411440759897 9.6412706784903985 8.4553603529930097 3.8018799349665642 6.0111116580665094 7.2517984621226788 38.823767930269241 17.264466615393758 6.8960289880633345 14.220957044512032 37.995406001806259
leaf_count=253 649 17 13 214 69 190 71 49 33 45 77 670 49 74 111 66 111 57 22 175 28 28 30 64 22 213 217 134 44 239
internal_value=-0.000304847 0.00411548 0.0109285 -0.0194362 0.0135903 -0.00992884 -0.0160367 0.0108648 0.0121992 0.00085245 0.00991128 0.000258508 0.0711008 -0.0355829 -0.0490065 -0.0227906 0.0260884 -0.00894687 0.0356882 0.0176466 0.0201779 -0.0134622 -0.0669071 0.0234636 0.0838531 0.0137993 -0.0075353 0.0229678 0.0468029 -0.0270613
internal_weight=543.456 521.75 404.684 117.066 395.79 105.595 100.434 381.376 377.009 207.497 166.18 143.537 22.6432 41.3169 36.9675 29.5559 169.513 36.4574 133.055 99.7381 29.5693 19.928 11.4726 96.1391 13.2629 82.8762 90.6334 35.3736 28.4775 55.2599
internal_count=4034 3385 2259 1126 2006 912 895 1937 1888 1105 841 747 94 264 251 177 783 176 607 496 119 91 63 474 86 388 705 249 115 456
is_linear=0
shrinkage=0.1


Tree=24
num_leaves=31
num_cat=0
split_feature=0 4 0 0 4 2 2 0 4 2 0 4 0 3 1 4 1 3 0 4 1 0 0 0 4 2 4 4 2 0
split_gain=22.8918 6.99094 11.2873 8.59677 6.75158 6.3865 5.91708 6.48544 5.16245 4.52125 7.33813 6.84455 5.81157 5.31263 3.89456 3.66801 3.57939 7.78723 7.76772 6.80055 30.7196 7.53848 5.83672 9.75357 6.36565 6.32065 13.7049 5.71637 5.91131 5.70655
threshold=107.57327517365 42.719328117250008 75.462331263550013 100.15850764985002 42.67709657435001 -0.5775499999999999 -0.23783499999999999 97.674372337300014 32.051492741500006 -0.122165 85.791387400750025 49.122847560300009 69.087997036250016 -0.10747999999999999 68.34060567600001 42.599563320500003 66.964115113200009 0.13377000000000003 90.297243227400017 38.400997490450003 64.02831883475001 87.009258933850006 91.937202686950016 90.633300493650012 38.748048509250005 -0.054619999999999995 35.050303764500008 41.319407281650008 -0.06828999999999999 89.168090812600013
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -3 7 -7 14 11 12 -8 -11 -13 -4 16 18 22 19 -10 21 -21 23 -18 25 26 -24 -23 -29 -22
right_child=-2 3 4 -5 -6 6 9 -9 15 10 -12 13 -14 -15 -16 -17 17 -19 -20 20 29 27 24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.10678450951241154 -0.10589627168101919 0.10067882314634509 -0.19743560909379565 -0.10321816241816935 0.081470497280325349 -0.12054780893958082 0.055388899773944282 0.14984392587981496 0.053343185296882756 0.10325810833279379 -0.0051986871551091681 0.035450947009305789 -0.11777183313209566 -0.1209473536379939 -0.021200811107601403 -0.075049604154028504 0.041792148661533024 -0.14014818338930232 0.088096740462305756 0.0030441501852411486 -0.10777067164269952 0.096131663439539328 0.068929201951283159 -0.16534012139985987 0.022767400179182135 0.014438236596827636 -0.10254366927059351 -0.063215850924649986 0.071559536272346361 -0.28571773016542251
leaf_weight=8.1007401272654516 19.756667366251349 5.0325627774000159 2.0134175941348067 10.736066769808529 13.685510862618683 8.1871175710111821 21.213854525238279 0.99484966322779733 37.848086170852184 1.3397990986704815 46.860348682850599 3.9894430190324801 10.609330976381896 4.7673902474343741 3.3242321722209454 4.8470698483288279 4.1303195245563966 3.7597154043614855 16.267023026943207 98.07558573409915 3.6575161814689627 17.995285823941234 6.3400599770247963 5.0564945600926876 113.35566195100546 25.462445460259914 17.600488770753145 6.0498114600777626 7.0428707450628263 3.5526221990585327
leaf_count=253 649 17 19 214 69 184 89 6 142 24 323 18 170 81 34 35 22 44 48 437 31 64 30 44 584 135 184 34 23 27
internal_value=-0.000273019 0.00380352 0.0100493 -0.0180625 0.0124756 -0.00918594 -0.01483 -0.0912513 0.00996692 -0.0069262 -0.0230362 0.0246854 -0.0929888 -0.0496953 -0.0876784 0.0113716 0.0125155 0.00222133 0.0220108 0.0158403 0.00543209 0.0166457 0.00533435 -0.0722151 0.00971158 -0.0202451 -0.0571333 0.0595554 0.00928309 -0.19545
internal_weight=531.652 511.896 398.165 113.731 390.064 102.995 97.9621 9.18197 376.379 88.7802 58.8095 29.9707 11.9491 8.75683 5.33765 371.041 366.194 175.705 190.489 174.222 136.374 129.164 171.945 9.18681 162.759 49.403 23.9405 31.088 13.0927 7.21014
internal_count=4034 3385 2259 1126 2006 912 895 190 1937 705 517 188 194 99 53 1884 1849 1043 806 758 616 558 999 66 933 349 214 121 57 58
is_linear=0
shrinkage=0.1


Tree=25
num_leaves=31
num_cat=0
split_feature=1 3 4 4 4 0 0 4 2 3 2 0 2 0 0 4 3 2 4 1 1 2 1 1 0 0 4 1 4 4
split_gain=20.5871 6.03542 6.46569 5.68747 6.36603 7.64197 7.06292 5.33739 5.17386 4.80099 4.55797 5.76729 5.33459 6.17336 6.33195 5.67559 8.22289 4.41746 10.071 3.80156 11.7469 3.99607 8.32065 6.63251 7.90562 7.51585 10.2498 7.55301 6.78911 6.2694
threshold=83.740093847200015 -0.41441 48.86568841230001 32.724174661450007 42.719328117250008 76.451683855550016 100.15850764985002 42.67709657435001 -0.5775499999999999 -0.25095999999999996 -0.23783499999999999 97.39208423365001 -0.122165 85.791387400750025 69.018097124900009 49.122847560300009 -0.10747999999999999 0.20949500000000004 40.280372415600006 58.167480110400007 59.632689791450012 -0.06483499999999999 82.457699319000014 61.45546440395001 85.667718326750006 91.066142252700018 39.792680591700012 62.154463517850012 35.171584490050009 38.244973486750006
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 19 -6 -10 11 -11 15 14 -14 -12 -17 -2 -19 -7 -21 22 23 -22 -25 27 28 -26 -27 -30
right_child=17 3 -4 4 6 7 -8 -9 9 10 12 -13 13 -15 -16 16 -18 18 -20 20 21 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=-0.11528572096616907 -0.10847625324477317 -0.085639163386205183 0.058390159390517116 -0.093792510718468655 0.093023355821175921 0.084535807754905393 -0.099116694500663821 0.077786107428613971 -0.15305569375433678 -0.1214994303247084 0.065679686377740673 0.13793740620535141 0.13122981088038019 -0.0030537889047099411 -0.11647723381645099 0.1369594009027707 -0.11886296932966811 -0.10555075966545646 0.38193434392132114 -0.15517816927249931 0.10912990582480145 0.024962136009785432 0.11596088685408948 -0.089134166472868495 -0.0094107164113873334 0.032082379794632986 0.0092971937413555712 0.049401970787607358 -0.14255783460282456 -0.04480045854402559
leaf_weight=8.0955021232366544 20.208004770800475 6.7422692943364373 2.915553852915763 6.594346595928072 4.9087117388844481 7.1825122684240332 9.1123848073184472 12.986776150763033 2.3630515765398732 6.1340199429541817 18.061782032251362 0.9959861785173415 1.1629492491483677 46.254453830420971 9.1615598853677493 1.7609866335988069 4.3854745626449549 1.3382793255150307 0.62017543613910664 4.2005998790264121 5.3519241064786902 155.26768306642771 6.3403851948678485 10.244869120419024 41.403004873543978 6.1041623055934897 47.054866388440132 46.205261945724487 11.069998044520618 16.103914704173803
leaf_count=154 693 70 9 183 17 20 174 68 31 148 77 4 15 313 153 4 81 47 17 42 16 734 31 79 177 34 229 165 134 115
internal_value=-0.000282361 0.00391348 -0.0692991 0.00556829 0.00684833 0.0129103 -0.0150112 0.0148145 -0.00695979 -0.0123961 -0.0086154 -0.0852589 -0.0018511 -0.0186598 -0.0885756 0.0374338 -0.0455688 -0.0945789 0.048819 0.0125207 0.0110401 0.0130631 0.00333297 -0.000557799 -0.00385233 0.00135009 -0.020742 0.0216075 -0.063217 -0.0846245
internal_weight=520.331 498.165 11.0111 487.154 480.412 376.11 104.301 369.516 95.189 90.2803 87.9172 7.13001 80.7872 56.579 10.3245 24.2082 6.14646 22.1665 1.95845 356.529 349.347 345.146 189.878 183.538 178.186 167.941 80.3329 87.6083 33.2781 27.1739
internal_count=4034 3277 163 3114 3044 2027 1017 1844 843 826 795 152 643 481 168 162 85 757 64 1776 1756 1714 980 949 933 854 512 342 283 249
is_linear=0
shrinkage=0.1


Tree=26
num_leaves=31
num_cat=0
split_feature=0 4 0 1 0 0 3 3 1 0 4 3 0 1 2 2 0 0 2 2 4 1 3 0 4 0 2 0 3 4
split_gain=18.886 5.41832 5.22426 6.33153 11.1099 5.51405 6.59954 6.28202 5.4725 6.8803 7.81941 7.4479 7.18542 9.48002 5.74367 9.02634 7.53381 8.70979 6.82333 5.9935 5.80375 5.44254 5.39641 5.09343 9.45646 10.5385 5.48635 6.5299 7.54509 5.09708
threshold=107.57327517365 50.448116877400004 76.451683855550016 66.590419433100024 90.407470010750018 91.937202686950016 0.12535000000000004 0.10932000000000001 68.20618276945001 93.953546284800012 38.244973486750006 -0.10747999999999999 94.940210418650011 71.397382570300024 -0.079634999999999997 0.22598000000000004 102.31465107045001 97.878695155250014 0.066710000000000019 -0.083064999999999986 40.94178426300001 65.687097501250022 0.11922500000000003 86.329079026800017 41.942745071500006 85.812895065800021 -0.12546499999999997 85.57631075030001 0.087555000000000022 41.385032804600009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 21 7 8 -5 -7 -10 12 -12 -11 -14 19 16 17 -16 20 22 -19 23 -13 24 29 26 -26 -28 -29 -4
right_child=-2 -3 3 5 -6 6 -8 -9 9 10 11 14 13 -15 15 -17 -18 18 -20 -21 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.041677203090207851 -0.1049980208888871 -0.10684956173264946 0.0035374104776147042 -0.089021652406315155 0.094617973831349567 -0.11828047856673272 -0.11237178654056 0.072246307840907117 0.048473616187771566 -0.17533842353966297 -0.1151402973102874 -0.0081254563674216136 0.080419017524777425 -0.062279258024691614 0.056103247680435064 -0.088233571612910011 0.11443548084932256 -0.009213787031239427 0.048517404749705471 -0.13977146559959569 -0.18472439997512971 -0.088864717953134317 0.12889957807431607 0.030098558866830591 0.054053241317368932 -0.12067858284484781 -0.11753760614831102 -0.12249412896568582 0.067732175222895055 0.059626457770108603
leaf_weight=23.601739143952727 16.671178109943867 4.4319337364286175 57.979054663330317 13.852085871621968 17.389336191117764 3.7301567662507287 5.2064156103879204 2.9256427176296702 29.48974271863699 3.9415662288665798 4.8451824821531764 62.578692108392715 5.9714268669486072 21.127033788710833 28.722458548843861 5.479377130046486 12.518832152709363 3.5113770216703397 4.8497198596596718 3.3088585194200268 4.0655118003487587 5.2575985305011264 3.0124789178371421 105.00287307798862 9.5712791606783849 11.62111212313175 6.6687222942709985 2.9833739381283504 6.9249184597283602 22.485224552452564
leaf_count=435 649 140 259 133 55 28 57 10 107 37 91 494 22 242 124 54 60 16 19 38 36 28 7 447 92 81 111 41 39 82
internal_value=-0.00031746 0.00322201 0.00422039 0.00654989 0.0175656 -0.00581032 -0.00124277 -0.0609003 0.00169194 0.00400561 -0.00399372 0.00656145 -0.0491838 -0.0308342 0.0111665 0.0340252 0.0465076 0.0258418 -0.0441035 -0.00845656 -0.103387 0.0117016 -0.00183215 0.0140701 -0.000164778 -0.0414434 -0.00622882 -0.0410346 0.0104553 0.0192111
internal_weight=509.725 493.054 488.622 465.02 245.883 219.137 202.359 16.7777 197.152 193.422 163.933 132.892 31.04 27.0985 128.047 59.1473 53.6679 41.1491 12.4266 68.9 7.57689 228.494 65.5912 223.237 118.234 37.7694 26.1483 16.577 9.90829 80.4643
internal_count=4034 3385 3245 2810 1235 1575 1432 143 1375 1347 1240 939 301 264 848 309 255 195 71 539 52 1180 501 1152 705 364 283 191 80 341
is_linear=0
shrinkage=0.1


Tree=27
num_leaves=31
num_cat=0
split_feature=0 4 3 4 4 1 0 0 2 3 2 3 2 4 2 1 4 4 0 3 4 4 1 3 0 3 0 4 0 0
split_gain=16.9636 4.84419 4.79934 5.39712 4.87665 3.80257 10.8949 5.76863 6.67742 9.07572 6.1966 7.54406 9.02325 6.54111 6.34977 8.57428 8.26506 5.97867 5.87474 7.29492 5.61163 5.06727 11.6818 8.07468 7.11192 7.35816 7.02372 4.84123 9.95234 7.97662
threshold=107.57327517365 50.448116877400004 -0.41441 48.86568841230001 32.724174661450007 66.964115113200009 90.297243227400017 91.937202686950016 -0.059424999999999999 0.083495000000000028 -0.59502499999999992 0.09450500000000002 -0.25236500000000001 35.050303764500008 -0.14259499999999997 71.504920895500007 41.605323437500005 37.903039192800001 97.878695155250014 0.089850000000000027 41.092444989200011 35.419594101850009 64.94239459915002 0.09914000000000002 86.329079026800017 0.080770000000000022 89.493394246350007 41.872294782850005 85.812895065800021 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 3 -1 -4 6 21 17 9 -9 -11 12 -12 -13 -14 16 -16 -7 -17 -20 -15 -6 24 26 27 -26 -24 29 -29 -23
right_child=-2 -3 4 -5 5 7 -8 8 -10 10 11 13 14 20 15 18 -18 -19 19 -21 -22 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.1083632763869708 -0.10450436561381443 -0.10617544941641428 -0.077934654563355563 0.053189840341926115 0.06741055304994055 0.03603069587033108 0.083619869953172762 -0.075345753186610243 0.022690768721390853 0.058905785623424911 -0.14997162166527239 0.061213058431996994 0.10411793284009958 -0.1174503554506003 0.0062807062042201378 0.095557021466900496 -0.14105440167387148 -0.11214178849577101 0.048046163130171238 -0.1084248383618107 -0.012317648201265359 -0.043951552593677709 -0.067141152269673571 0.0075710960274758977 0.079233063785398766 0.014228901273780995 -0.28087424956030793 -0.004671852471125006 -0.11107993160941659 0.029897494189436321
leaf_weight=7.4614160209894163 15.152327142655848 4.0343403816223136 6.9281976353377095 2.8607625365257263 13.773444250226019 3.8794193342328063 21.0546879991889 20.393016403540969 80.911725243553519 14.2942933794111 3.3260734379291526 3.9610440209507969 7.6145142447203318 13.702232837677004 9.4944173060357624 11.06785909086466 6.3565330170094958 9.1363148689270002 9.2181254830211383 4.4026152081787577 8.0656042285263521 19.946527944877744 3.1405237764120084 4.2401835285127163 23.655058294534683 65.996466979384422 3.0122658386826515 36.127348832786083 11.615867000073193 54.834268137812614
leaf_count=151 649 140 82 9 60 15 71 322 445 53 43 19 28 139 57 35 78 106 52 41 59 231 36 22 116 274 23 402 81 195
internal_value=-0.000312897 0.00294557 0.00386182 -0.0635893 0.00534272 0.00658826 0.0146902 -0.00354381 0.000805904 -0.0150189 -0.00157412 -0.0127712 0.00932709 -0.0569871 0.0203301 0.00459228 -0.0528035 -0.0679781 0.0414424 -0.00252977 -0.0784957 0.00854959 0.00490704 -0.0986073 0.00997747 0.0313806 -0.17178 -0.00568334 -0.0305608 0.0101995
internal_weight=499.657 484.505 480.471 10.3222 470.149 463.22 257.397 205.824 192.808 111.896 91.5033 77.209 51.4801 25.7289 48.1541 40.5396 15.851 13.0157 24.6886 13.6207 21.7678 236.342 222.569 10.393 212.176 89.6515 6.15279 122.524 47.7432 74.7808
internal_count=4034 3385 3245 160 3085 3003 1511 1492 1371 926 604 551 334 217 291 263 135 121 128 93 198 1440 1380 81 1299 390 59 909 483 426
is_linear=0
shrinkage=0.1


Tree=28
num_leaves=31
num_cat=0
split_feature=0 2 4 3 4 4 2 2 2 0 2 0 0 4 0 2 0 0 3 3 4 1 2 2 4 3 3 1 1 1
split_gain=15.2505 4.49678 4.41148 3.99804 4.56058 3.47472 3.40719 12.2298 7.65448 7.35586 6.83664 5.47742 5.24765 5.60154 6.41554 5.58692 5.87645 5.92728 7.22831 4.28536 6.87872 6.43357 4.95691 4.75493 4.80617 4.12051 10.4812 5.81652 4.11409 5.48934
threshold=107.57327517365 0.36215000000000008 50.448116877400004 -0.41441 48.86568841230001 32.724174661450007 -0.079634999999999997 -0.077085000000000001 -0.08262499999999999 102.21786657775002 -0.086139999999999994 86.89903215050002 84.226704768850013 42.779078631750004 90.407470010750018 -0.06828999999999999 85.925810307250018 96.163458868000006 0.10507500000000002 0.083950000000000011 37.627645350900004 61.049507226200006 -0.092990000000000003 -0.23783499999999999 40.00488309970001 0.084360000000000018 0.086520000000000027 72.752365468100024 73.553525990900013 62.55235532115001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -8 9 19 -11 -10 -9 15 -15 16 -14 18 -18 20 21 -5 23 24 -22 27 -27 -17 29 -25
right_child=-2 -3 -4 6 -6 -7 7 12 11 10 -12 -13 13 14 -16 25 17 -19 -20 -21 22 -23 -24 28 -26 26 -28 -29 -30 -31
leaf_value=0.027520026014479834 -0.10406113102267432 -0.09896467147796531 -0.10557005037543273 0.020061192744153578 0.048373528672563081 -0.14045790306269682 0.094410406368827263 -0.055927462514574589 -0.010587870252030011 -0.12097963011474613 0.15137063696394681 -0.13024770357988358 0.066733325632232832 -0.12318123285332681 0.003142893223854918 0.068021306006186402 -0.15583888380553754 0.024428577729762941 0.033913274484075849 0.014793903648423538 0.066427121887682419 -0.18494876628109186 -0.092309213627175202 -0.0007229996086237999 -0.10119941140797724 -0.12063851040460785 0.020420929580823342 -0.015867972437065565 -0.075506659201727028 0.080145600820007379
leaf_weight=1.5963320583105067 13.765811726450918 4.3108162824064484 3.6702875364571801 2.3713030219078055 2.8325591236352921 5.3874425105750561 17.746146213263273 12.134560890495775 7.5940516814589483 7.6216504741460085 1.0484901610761861 7.7084785550832748 4.6500459015369442 6.2561036273837116 11.249516896903513 35.874394580721855 7.5764196552336198 5.3175431080162516 2.7312358431518078 153.43374712020159 2.2822206877171975 4.3183780033141375 5.7691259104758492 20.702927403151989 6.8274673782289028 5.5596462413668624 100.2599858622998 10.739404272288082 3.9596488103270522 14.117763664573429
leaf_count=42 649 56 140 38 9 106 96 172 47 150 12 69 14 64 99 135 61 31 13 774 9 71 64 161 172 51 477 75 76 101
internal_value=-0.00029739 0.00270566 0.00363553 0.00449258 -0.0586529 -0.102062 0.00584642 0.0148124 -0.00245354 0.00225249 -0.088044 -0.0708652 0.00783157 0.011899 -0.0420024 0.0173624 -0.0319534 -0.0613225 -0.10556 0.00591455 -0.0166607 -0.112279 -0.00474009 0.00580902 -0.0592045 0.023922 0.0130098 0.048694 0.021081 0.0320645
internal_weight=489.414 475.648 471.337 467.667 9.81633 6.98377 457.85 220.095 237.755 222.453 8.67014 15.3025 202.349 190.214 17.5056 172.709 20.2752 15.6252 10.3077 213.783 60.3488 6.68968 53.6592 47.89 9.10969 152.433 105.82 46.6138 38.7803 34.8207
internal_count=4034 3385 3329 3189 157 148 3032 1288 1744 1628 162 116 1192 1020 163 857 119 105 74 1466 692 109 583 519 181 738 528 210 338 262
is_linear=0
shrinkage=0.1


Tree=29
num_leaves=31
num_cat=0
split_feature=0 4 2 0 4 2 2 3 1 0 2 1 4 0 0 3 3 1 1 4 4 4 4 1 0 4 4 3 2 4
split_gain=13.7122 3.88309 3.8016 3.48822 5.00014 5.71364 6.35107 4.92371 4.17152 8.92141 5.28782 6.50176 12.5964 7.20188 4.69186 6.28562 6.67565 5.04672 7.95291 4.58184 6.43549 5.01172 10.0428 8.66996 5.38529 4.84047 5.43047 4.73148 4.3946 6.57383
threshold=107.57327517365 50.448116877400004 0.36215000000000008 76.451683855550016 44.952171034750002 -0.23349 -0.23375499999999999 0.10507500000000002 66.590419433100024 90.297243227400017 0.20949500000000004 64.94239459915002 36.79544512155001 89.493394246350007 86.643628628100018 0.081765000000000018 0.088350000000000026 58.167480110400007 60.613977009100005 42.599563320500003 48.86568841230001 41.827117825850003 41.385032804600009 80.468240302450013 104.06483731340002 40.80591513400001 40.890797847750008 0.11768500000000003 0.070580000000000018 38.334060527150008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 -1 9 10 11 14 -13 -14 17 -16 -17 -5 -19 21 -21 22 24 -23 25 27 -27 28 -10 -30
right_child=-2 -3 -4 8 5 -7 -8 -9 19 -11 -12 12 13 -15 15 16 -18 18 -20 20 -22 23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.10830505952709468 -0.10366283816217577 -0.10502586746191196 -0.091414282711010028 0.071401431624850131 0.036750771807303663 0.094515125497737107 -0.15172988941971199 0.12616370057712575 0.011677062321491674 0.084552781069863026 0.096595474149142269 0.039070738801813013 -0.037972021133042377 -0.24424040616781506 0.079259297442733426 -0.046666019190638286 0.037153667017063616 -0.12470187794302012 0.00039519973611697537 -0.050813314871746333 0.073808774021910634 0.01846441773242238 -0.11478697525269362 0.17716600111045283 -0.10921965572624757 0.12075736448221511 0.011541328659977873 -0.10408180835969978 0.022045382112639386 -0.089535350888554105
leaf_weight=9.2881609154865146 12.501239627599714 3.337343329563736 4.2059080600738517 9.268761068582533 4.0452122446149588 4.7547838687896711 3.2036038637161255 0.99119371175766069 84.678809951990843 17.20743951946497 6.7834907211363307 6.5314558334648591 2.9900029916316271 3.9013245329260826 20.427502244710922 13.446676649153231 32.387159660458565 5.3206719178706399 113.27508378773928 33.626937879249454 4.726112211123108 22.688224576413635 7.8223564475774756 4.0580484624952069 4.2337645106017581 7.1288515031337765 12.598113263025878 4.4249158613383761 9.6320631131529826 11.686150740832089
leaf_count=351 649 140 56 32 26 28 27 2 463 63 23 26 35 28 111 71 128 59 645 445 39 115 64 24 112 20 68 49 44 91
internal_value=-0.000300691 0.00245638 0.00322723 0.00409045 -0.0345071 0.00932897 -0.046548 -0.0856963 0.0060503 0.0152757 0.00971383 0.0068742 -0.0604352 -0.154745 0.0115283 0.0331244 0.0125627 0.000336851 -0.00521715 -0.00425357 -0.0354566 0.00282971 -0.0046397 0.0425432 0.00177192 0.00538249 0.0510094 -0.00276878 0.00146059 -0.0391206
internal_weight=481.171 468.67 465.333 461.127 22.283 12.0036 7.24882 10.2794 438.844 231.54 214.332 207.549 13.4228 6.89133 194.126 66.2613 45.8338 127.865 118.596 207.304 38.3531 168.951 142.205 26.7463 134.383 130.149 19.727 110.422 105.997 21.3182
internal_count=4034 3385 3245 3189 434 81 53 353 2755 1221 1158 1135 89 63 1046 310 199 736 704 1534 484 1050 911 139 847 735 88 647 598 135
is_linear=0
shrinkage=0.1


Tree=30
num_leaves=31
num_cat=0
split_feature=0 4 3 3 1 2 0 4 4 0 0 1 1 0 2 2 1 3 2 2 4 1 3 4 3 2 2 2 0 0
split_gain=12.3421 3.48191 3.41042 7.42186 11.7033 4.87845 4.63237 4.19048 3.21252 3.50895 2.78251 6.59222 3.41446 5.99957 3.03396 3.26181 2.7755 2.73512 3.68105 6.9702 7.74103 4.79912 8.73022 7.32277 6.68408 11.8266 4.29497 9.64444 5.60159 7.41197
threshold=107.57327517365 50.448116877400004 1.0000000180025095e-35 0.080135000000000026 72.378669787950017 -0.044409999999999998 71.131225215400022 40.241071441700008 32.724174661450007 78.14810093585001 79.532656873050016 59.632689791450012 61.901748453550006 85.57631075030001 0.13006000000000004 -0.10946499999999999 61.93400995115001 0.082535000000000011 -0.0034049999999999996 0.04932000000000001 40.636252116050009 76.599549052750021 0.08766000000000003 38.539340721750001 0.12201500000000003 0.086310000000000026 -0.032369999999999996 -0.053159999999999992 94.203572890950014 96.039789794050009
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -6 -1 -4 -5 -10 -11 -12 14 -14 15 -13 -15 -18 26 20 -20 23 -23 -21 25 -25 27 28 -19 -30
right_child=-2 -3 3 8 5 -7 -8 -9 9 10 11 12 13 16 -16 -17 17 18 19 21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.11542217611954256 -0.10330468733457672 -0.10453631806074451 -0.0029189184499839229 -0.088660429062222296 -0.12947262379280461 0.022565977537421667 -0.010607926325508598 0.091129684698401048 -0.094370339375093162 0.070854569832830727 -0.13526361042581003 0.084775827350517571 -0.079922740901086711 -0.058252488722263553 0.10546191406197986 -0.014178871685377341 -0.035140213927824841 0.027165931754567087 0.012758018561301494 0.056159607610125464 -0.15687239333445652 -0.096601943191770401 0.086698776341359057 0.031709256400409745 0.063265071687590144 -0.14327601934414916 0.053803796021312404 -0.099154017945597153 -0.069820851688424931 0.0078171609219389853
leaf_weight=4.5065042842179528 11.348807731643317 3.0331736411899319 5.7653063684701911 3.8746255366131654 4.4701127894222736 3.9979880042374116 65.54722102638334 26.577588079497218 3.6686034630984059 6.105650706216692 3.4262453559786072 5.0682870373129854 8.7826102841645461 7.0126091428101054 5.72808639332652 9.7184151448309422 15.749171137809752 114.57737942785025 4.6071151718497259 8.6121425181627291 6.4658800661563873 3.3063776548951855 12.133808769285677 5.9973898380994859 3.9691259860992423 10.849807778373359 23.585444360971451 7.9632470812648526 15.380721485242246 61.323841197416186
leaf_count=175 649 140 29 41 107 25 636 144 59 30 43 15 135 39 17 43 148 481 24 31 60 45 61 22 18 97 94 49 181 396
internal_value=-0.000278577 0.00225328 0.00295932 0.00661952 0.0469638 -0.0576917 -0.0173505 0.074365 0.00188695 0.00290673 0.00395523 0.00273323 0.00416239 0.00155029 0.0436742 0.0197388 0.00392331 0.00540373 0.00769425 -0.0152398 -0.0862947 0.00229561 0.0474466 -0.0213937 -0.0534791 -0.0809835 0.0134518 0.00867522 0.0131643 -0.00775074
internal_weight=473.153 461.804 458.771 388.718 40.811 8.4681 70.0537 32.3429 347.907 344.032 340.363 334.258 330.831 310.317 20.5148 14.7867 301.534 294.521 278.772 55.9416 11.073 44.8687 15.4402 29.4285 20.8163 16.8472 222.831 199.245 191.282 76.7046
internal_count=4034 3385 3245 2434 305 132 811 173 2129 2088 2029 1999 1956 1881 75 58 1746 1707 1559 358 84 274 106 168 137 119 1201 1107 1058 577
is_linear=0
shrinkage=0.1


Tree=31
num_leaves=31
num_cat=0
split_feature=0 0 1 3 4 2 2 2 2 0 2 0 1 0 0 0 1 1 0 0 4 0 0 1 3 4 0 3 2 0
split_gain=11.1124 3.0425 7.35662 5.83741 4.94785 4.44479 4.18263 3.82288 13.7771 3.82234 4.08911 3.69072 4.28628 5.4411 4.09343 3.77317 9.84993 5.20092 7.06996 6.85422 5.29682 9.44852 8.51983 9.75709 8.35266 4.30485 4.07571 3.81032 3.43517 3.30002
threshold=107.57327517365 98.142164052000012 78.10777406390001 0.086230000000000015 36.728658719300007 -0.54526999999999992 -0.08786999999999999 -0.58559499999999998 -0.50001499999999999 101.18549865570002 -0.13734499999999997 85.995710218650018 64.665483411650015 89.415428960600011 88.606203063300015 96.682331287150021 71.096275259700022 70.776348742200014 94.047642319350018 94.773526014550015 36.79544512155001 93.805681087600007 91.066142252700018 66.351146659450009 0.085820000000000021 39.337369931850013 95.469836670350006 0.08376500000000002 0.10957500000000002 85.812895065800021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 9 -5 -3 -7 -1 -9 -4 -11 29 14 -14 -13 16 17 18 20 -20 -15 22 23 -22 -24 -26 -18 -28 -12 -10
right_child=-2 2 3 4 -6 6 -8 8 11 10 28 12 13 15 -16 -17 26 -19 19 -21 21 -23 24 -25 25 -27 27 -29 -30 -31
leaf_value=0.051554358156643644 -0.10298242496439047 -0.1705918186284569 -0.18145308815127481 -0.072712060748427162 0.041847643431403354 0.0012014738494839083 -0.088823682489568012 -0.1271430634860353 -0.0021919321914860052 -0.1148593270999039 0.032503772307150861 0.019678776159709054 -0.11056479690212247 0.066227256794390552 0.074983837173892412 0.034117161584948978 -0.097344242121789964 0.10519520484560696 -0.12491544021575579 0.027983200730487413 -0.065899578245515983 0.083437416503154144 0.014353287964178372 0.076938875613573057 -0.056539203599470955 -0.18165126614796118 0.06351495801533337 -0.069101596567031714 -0.11201558308240081 -0.052722784464708322
leaf_weight=17.356504373252392 10.299322392791508 3.2619346156716373 1.8101724125444913 4.2931185197085133 30.946172598749399 10.060100622475151 10.597294289618727 7.8946810010820618 81.929815072566271 3.9044624194502839 8.5860863383859343 97.808981377631426 4.2257708087563506 16.721217200160027 15.504604689776896 33.058525029569864 13.723279638215901 5.5028123222291461 7.4788378290832025 4.8224374353885651 7.7523831576108959 10.84631636366248 6.86963305436075 12.482055604457853 4.9628557562828046 6.1683883592486382 3.904422936961053 4.8674396090209484 2.0344548299908647 15.344777952879666
leaf_count=70 649 31 26 56 193 82 116 125 841 133 97 447 41 56 75 139 282 20 80 37 39 32 44 43 25 53 26 43 49 84
internal_value=-0.000266684 0.00205981 -0.0162733 0.00498555 0.0278911 -0.0621114 -0.0449817 0.00570945 0.00351057 -0.0444278 -0.0273511 0.00642454 0.0127103 0.00122307 0.0272461 0.00461763 -0.00457362 0.0112308 0.00461052 -0.064975 0.0176189 0.00105896 -0.0223096 0.0222134 -0.072357 -0.12587 -0.0633133 -0.010073 0.00481986 -0.010163
internal_weight=465.019 454.72 75.4938 51.5745 35.2393 23.9193 20.6574 379.226 361.869 16.3352 14.525 353.975 256.7 143.386 113.314 139.161 106.102 83.6069 78.1041 12.3013 65.8028 49.0816 38.2353 20.2344 18.0009 11.1312 22.4951 8.77186 10.6205 97.2746
internal_count=4034 3385 783 554 249 229 198 2602 2532 305 279 2407 1482 960 522 919 780 429 409 117 292 236 204 82 122 78 351 69 146 925
is_linear=0
shrinkage=0.1


Tree=32
num_leaves=31
num_cat=0
split_feature=0 4 1 4 0 0 0 1 1 1 4 1 1 3 1 2 0 0 2 2 0 3 1 1 2 3 3 4 3 3
split_gain=10.0074 2.933 3.06868 2.49149 5.2019 4.80744 3.8405 4.8327 4.15973 5.31564 3.31773 3.19423 7.26928 2.86121 3.81131 2.80804 6.20761 5.99986 4.13394 3.59802 6.73792 3.99958 3.22925 3.68532 2.48454 4.43774 6.29544 5.83255 5.68994 6.41314
threshold=107.57327517365 32.051492741500006 68.34060567600001 42.719328117250008 75.462331263550013 100.15850764985002 97.39208423365001 72.378669787950017 71.504920895500007 70.389210771400016 42.67709657435001 58.167480110400007 59.632689791450012 0.087795000000000026 76.279622535200005 -0.095854999999999996 86.20003303655001 69.087997036250016 -0.23349 -0.23375499999999999 84.226704768850013 -0.23921499999999998 62.014663695050011 62.095317438950012 -0.06828999999999999 0.083950000000000011 0.08674500000000003 35.419594101850009 -0.046510000000000003 -0.11789499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 15 11 -6 -13 14 -8 18 17 -17 19 20 21 -5 -18 -24 25 28 -27 -28 29 -14
right_child=-2 3 -4 5 10 -7 13 -9 -10 -11 -12 12 24 -15 -16 16 22 -19 -20 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.14410792737700154 -0.10269228732163604 -0.10431952707908537 0.0033256391866860048 -0.053467680985370275 0.067893539995938168 -0.088244751600447424 -0.11776646019948488 -0.11641818469496622 0.094929443326865412 -0.11384075152036865 0.065440874544369476 -0.14184041246604692 -0.049219813656637607 0.11603820401987933 0.10854828729169903 0.11949630555610398 0.073392355668789266 -0.11985790719151967 0.045460130055670137 -0.1138989540045406 -0.11660108008878221 0.085255748012353819 -0.099042708111785713 0.010398663333280982 0.01603294704503647 0.060209770962214665 0.061430688352209877 -0.0095563956862976685 -0.077163358332499321 0.076127960217634544
leaf_weight=2.7987892236560574 9.3442008802667242 4.1671162256970993 2.8486589919775724 2.9641370037570551 8.2366970181465131 7.5187206668779245 1.5782759822905057 4.1439088024199 3.9102318510413161 4.6969159971922627 9.7971351742744428 3.344127617776393 9.2133399099111575 4.3527234941720963 1.4079539962112901 1.1897275131195879 5.1572707742452648 8.7463373485952598 20.085885254666209 3.3830879218876335 3.5584072787314662 6.9546128446236244 4.1271717473864582 12.090871579945086 145.30721516534686 18.603684099391103 12.918873539194463 111.2201333604753 16.126892163418233 7.3281695805490008
leaf_count=77 649 195 34 39 27 214 33 132 20 114 69 42 72 13 9 22 14 172 97 29 45 95 24 54 779 91 62 641 135 35
internal_value=-0.000267564 0.00186983 -0.0697402 0.00278453 0.00673441 -0.0114822 -0.00494944 -0.0112249 -0.00555378 -0.0109395 0.00808717 0.00639622 0.00483314 0.0643205 -0.0110631 -0.0038587 -0.025891 -0.091198 0.0148134 -0.0216965 0.00144846 0.0437994 0.00446622 -0.017452 0.00636251 -0.0016483 0.0059609 -0.00216893 -0.0348963 0.00631138
internal_weight=457.121 447.777 5.64745 442.13 346.263 95.8662 88.3475 81.0086 76.8647 72.9544 342.096 332.299 324.062 7.33895 2.98623 68.2575 31.3114 9.93606 36.9461 16.8602 13.4772 9.91875 21.3753 16.218 320.718 175.411 142.743 124.139 32.6684 16.5415
internal_count=4034 3385 111 3274 2148 1126 912 857 725 705 1953 1884 1857 55 42 591 286 194 305 208 179 134 92 78 1815 1036 794 703 242 107
is_linear=0
shrinkage=0.1


Tree=33
num_leaves=31
num_cat=0
split_feature=0 1 2 2 2 0 2 3 2 0 0 0 3 2 0 4 2 3 3 3 2 1 0 2 4 0 3 3 4 1
split_gain=9.01425 2.75943 2.71 3.04947 9.09686 6.11463 6.15326 5.10167 4.0404 4.01345 3.49788 8.93445 7.07727 5.73453 4.85859 4.44647 5.3219 4.22724 10.0334 5.28138 5.19173 4.70897 6.6535 4.37795 5.31152 4.75796 10.1519 4.05391 3.70627 3.50683
threshold=107.57327517365 54.879495816850003 0.36215000000000008 -0.079634999999999997 -0.077085000000000001 102.21786657775002 -0.08262499999999999 -0.25095999999999996 -0.086139999999999994 86.89903215050002 101.86567856270001 97.878695155250014 0.09117500000000002 0.059320000000000012 96.682331287150021 41.385032804600009 -0.041369999999999997 0.080135000000000026 0.093160000000000034 0.088075000000000028 -0.055334999999999995 62.052302108850007 93.399723909900004 -0.070909999999999987 39.420767558750008 86.256490657300006 0.10507500000000002 0.089675000000000019 38.748048509250005 64.02831883475001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 7 -3 -7 -8 11 14 27 -14 17 16 -13 -6 19 21 -21 -19 -23 -20 28 26 -26 -12 -25 -27
right_child=-2 2 -4 4 10 8 9 -9 -10 -11 12 15 13 -15 -16 -17 -18 18 23 20 -22 22 -24 24 25 29 -28 -29 -30 -31
leaf_value=-0.10475657476224516 -0.1024309421706025 -0.063232184838991484 -0.080040940027356122 0.087402901239079275 0.034454069533613893 -0.11651126847339938 -0.013541772370125604 0.0065007442042164928 0.063182654030035035 -0.11940408359037664 0.047641715720512574 -0.15669118999329937 -0.13256300639836757 0.056473867546668957 0.058893170249402375 -0.14994932397063196 -0.0045238747578708665 0.03460728203184562 -0.056689787211337155 0.001599799095468893 -0.12926387149944599 -0.1032181044714634 0.033982404571243595 0.033158827955161625 0.016317651628379629 0.059656344073209078 -0.1651863072529729 0.17561935261133801 0.11835924919794245 -0.029964287304422382
leaf_weight=2.4223116775974622 8.4754560273140651 11.08400949090719 3.9639601018279782 14.801721580326555 33.081310369074345 7.3988119075074792 7.3721968028694373 196.25617383047938 1.5059787649661283 6.9644282888621092 5.8233667481690663 2.8966329991817501 3.0168006047606459 3.4284485187381506 17.757186535745859 4.5255366507917634 11.128606099635361 10.255598206073048 6.9638909939676514 4.2143449634313574 10.802366897463797 9.6645337250083667 5.5726655945181838 12.988521337509157 9.7350538671016675 15.022778987884523 4.5088807456195346 4.3049740232527256 8.4126045331358892 6.155027834698557
leaf_count=125 649 158 56 96 188 218 47 1448 18 63 46 38 40 23 62 54 69 62 44 22 94 103 34 56 49 54 45 15 22 36
internal_value=-0.000276047 0.00168267 0.00226917 0.00301812 0.01189 -0.00487186 -0.00160806 0.00277296 -0.0861214 -0.0649674 0.00601532 0.00182684 0.0499091 -0.0320078 0.00966978 -0.0637613 -0.035951 0.00330725 -0.00657209 -0.0454925 -0.0925378 -0.0177801 -0.0530401 0.0181454 0.0273167 0.00355208 -0.041137 0.102038 0.0666504 0.0336094
internal_weight=450.504 442.029 439.606 435.642 205.061 230.582 221.677 207.34 8.90479 14.3366 190.259 173.686 16.5736 6.44525 155.135 18.5508 14.0252 137.378 104.296 40.5095 15.0167 25.4928 15.2372 63.7868 56.8229 35.4217 14.2439 10.1283 21.4011 21.1778
internal_count=4034 3385 3260 3204 1252 1952 1716 1606 236 110 1156 1032 124 63 871 161 107 809 621 315 116 199 137 306 262 184 94 61 78 90
is_linear=0
shrinkage=0.1


Tree=34
num_leaves=31
num_cat=0
split_feature=0 1 1 0 4 3 3 1 0 0 4 0 2 2 2 2 1 1 3 4 3 3 0 1 0 2 2 4 3 3
split_gain=8.12657 2.47789 2.61598 10.6675 5.94132 4.40434 4.62514 3.89021 6.20515 3.82829 3.81825 7.69227 5.97085 10.7876 3.62302 7.08289 4.49527 5.87244 4.27747 6.77489 8.58603 5.65612 5.19176 4.3183 3.54853 4.56282 3.71093 3.49446 3.92694 5.45053
threshold=107.57327517365 54.879495816850003 71.096275259700022 95.469836670350006 36.728658719300007 -0.10747999999999999 0.10065000000000003 70.776348742200014 94.047642319350018 93.692765846100016 38.400997490450003 92.805574663100018 -0.12546499999999997 -0.26894999999999997 0.22598000000000004 0.059320000000000012 83.740093847200015 83.116371560950014 0.090735000000000024 39.256147742250008 0.098105000000000026 0.083495000000000028 98.674478761850011 75.166600869200025 94.773526014550015 -0.14910499999999999 -0.048954999999999992 39.256147742250008 0.087795000000000026 0.09013000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 14 8 9 10 12 27 13 -3 15 16 17 18 21 -20 23 22 -7 -21 25 -10 -26 -12 -29 -30
right_child=-2 2 3 4 5 6 -8 -9 24 -11 11 -13 -14 -15 -16 -17 -18 -19 19 20 -22 -23 -24 -25 26 -27 -28 28 29 -31
leaf_value=-0.10430498910592707 -0.10219542555104649 0.081257058151334799 -0.095137689952701207 -0.070148461475837032 -0.11256504667500947 0.028392603075632142 -0.036116588636473469 0.076092362676254272 0.042823022665683969 0.062024741004867261 -0.054699636874719459 -0.12737113086171536 0.048859245495874178 -0.1100914648834192 -0.07183887213737479 0.081352167727807706 -0.11687565986630491 0.13304739802412235 0.073202783045027461 -0.035711649557021434 0.063069044929284335 0.054374864845172489 -0.098648499791583188 -0.16940341086273139 -0.063831302976519927 -0.14422491620593697 0.073010176437960594 0.019862154705449477 -0.065594753826384147 0.0013691497371719555
leaf_weight=2.2008042102679601 7.6856833985075346 5.017906569875775 13.175425665453075 10.97564028855413 2.9831156916916362 7.3677435684949142 17.458586888387799 7.9626515805721274 1.6612464841455228 12.854806307703255 9.9763289447873813 4.6198113188147536 40.342914736829698 7.1365154227241874 4.0486884973943225 17.499288368970156 2.6986684193834654 3.9408530592918387 4.5186914391815689 4.0364560522139055 3.6643752902746192 24.496836580336094 5.7097224798053503 6.0183415338397026 5.0229839645326138 6.0670489724725503 3.2730915285646898 100.91160262655467 14.151254210621117 86.168282123282552
leaf_count=125 649 22 304 146 74 37 138 38 11 45 53 36 169 164 45 62 106 10 25 27 14 108 141 57 55 71 15 748 110 429
internal_value=-0.00026175 0.00153527 0.00207229 -0.0098911 -0.000159774 0.00719527 0.0107165 0.00711347 0.0052654 0.00871483 0.00616087 0.000277625 0.0303481 -0.031094 0.0204504 0.0251238 0.00936838 0.01507 0.00673974 -0.0329966 -0.0679755 0.026027 -0.0270745 -0.115733 -0.0552617 -0.104018 -0.00984256 0.00306973 0.00593373 -0.0080769
internal_weight=443.645 435.96 433.759 128.592 115.417 104.441 101.458 305.166 297.204 281.179 268.325 215.827 52.4973 12.1544 83.9997 79.951 62.4517 59.753 55.8122 18.2379 13.7192 37.5743 13.0775 10.0548 16.0244 7.7283 8.29608 211.207 201.231 100.32
internal_count=4034 3385 3260 1294 990 844 770 1966 1928 1776 1731 1376 355 186 632 587 525 419 409 123 98 286 178 84 152 82 70 1340 1287 539
is_linear=0
shrinkage=0.1


Tree=35
num_leaves=31
num_cat=0
split_feature=0 3 0 3 1 2 4 3 4 0 2 2 2 1 0 1 1 2 4 4 0 0 3 0 3 3 2 0 1 0
split_gain=7.32673 2.22185 3.68013 3.51728 10.0468 3.86932 2.87504 2.5573 2.48207 2.89618 2.19688 7.02029 3.15058 2.35908 3.71816 2.28256 5.32134 1.93746 7.53379 3.99164 7.06385 6.27772 7.25839 5.10701 5.53842 4.44035 6.41441 5.83564 4.35937 6.93563
threshold=107.57327517365 1.0000000180025095e-35 71.131225215400022 0.080135000000000026 72.378669787950017 -0.044409999999999998 40.241071441700008 -0.067029999999999992 32.724174661450007 78.14810093585001 -0.59260499999999994 -0.54526999999999992 -0.58287999999999995 78.285212300550015 86.135510041400025 58.167480110400007 59.632689791450012 -0.13734499999999997 41.092444989200011 39.458743938000005 85.57631075030001 101.86567856270001 0.091275000000000023 89.168090812600013 0.09062000000000002 0.11002000000000002 0.20167500000000002 98.674478761850011 66.964115113200009 95.620390325650007
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -4 -5 -10 13 12 -12 14 -11 -13 -17 18 -18 23 -21 28 -23 -19 -25 -26 27 -27 -22 -30
right_child=-2 3 7 8 5 -7 -8 -9 9 10 11 15 -14 -15 -16 16 17 19 -20 20 21 22 -24 24 25 26 -28 -29 29 -31
leaf_value=-0.11427014557939402 -0.10198309598528099 -0.0021143495275755047 -0.0044708426443524395 -0.081637900943865846 -0.12200413802653863 0.013807946408768357 0.077313498110677364 -0.086279215644981699 -0.091019508662323168 0.083312240221234568 -0.026202917559854384 0.084377078766116512 -0.14545591401579147 0.085113327161458543 -0.024001399246798592 -0.13260679256896854 -0.034776698328607129 0.063782167699730205 0.061014193911925967 -0.11235914712403575 0.0033137625919668363 0.11055597750697516 -0.045911697348112394 -0.060437072263746353 0.041082539873401602 -0.17440888039949329 0.093181853103409151 0.0061421869664963916 -0.073910827145879363 -0.0024353642362464423
leaf_weight=3.5709664346650234 6.9680353896692386 5.673411279916766 57.89717502053827 3.5846181642264119 4.7471691900864226 3.7587589137256145 23.162997437641025 4.0910860635340205 3.3103123717010012 4.8634033650159862 4.3559878990054131 3.4473340660333625 4.5082322359085065 6.3677822072058907 9.6050703376531583 2.8850524220615616 12.982051732949911 19.981954395771027 22.3378686318174 6.1604723725467911 102.16342718712986 9.4386885156854969 4.3225006982684127 10.536585759371517 28.956064453348517 3.668821342289446 2.7570857554674149 3.4959382973611355 22.787142612040043 33.585237938910723
leaf_count=175 649 29 603 41 207 26 168 42 59 18 34 12 85 30 51 43 102 79 106 83 490 60 47 81 147 37 8 32 303 187
internal_value=-0.000264282 0.00138787 -0.0155566 0.00444438 0.0335154 -0.0619889 0.0616865 -0.00987001 0.00111542 0.00203518 0.0030002 0.000807901 -0.0868535 0.0343934 0.0120708 0.00349195 0.0025172 0.00389388 0.0258057 0.000771381 -0.00714231 -0.00338029 0.0614082 0.021122 0.00387126 0.0212999 -0.0364339 -0.0863117 -0.00900404 -0.0313276
internal_weight=435.971 429.003 65.5592 363.444 37.3423 8.50593 28.8364 61.9883 326.102 322.517 319.207 298.37 8.86422 20.8363 14.4685 289.506 286.059 283.174 35.3199 247.854 178.457 172.297 13.7612 69.3965 49.4145 38.8779 9.92185 7.16476 158.536 56.3724
internal_count=4034 3385 820 2565 430 233 197 645 2135 2094 2035 1936 119 99 69 1817 1805 1762 208 1554 1170 1087 107 384 305 224 77 69 980 490
is_linear=0
shrinkage=0.1


Tree=36
num_leaves=31
num_cat=0
split_feature=1 2 2 2 4 1 3 2 3 1 2 4 1 0 1 2 3 4 0 1 0 0 0 0 1 4 4 4 3 4
split_gain=6.73098 2.40912 2.37023 7.91449 4.59426 4.27758 3.11552 4.71342 3.35114 5.94956 4.90365 3.64403 3.26656 3.69608 4.7772 3.98858 6.11301 4.58939 4.27438 4.01606 4.81581 3.88965 4.17727 3.3764 4.49013 4.06113 3.22841 4.28968 3.81159 3.6008
threshold=87.33187390945001 0.36215000000000008 0.20949500000000004 0.22598000000000004 37.784765830350004 83.740093847200015 1.0000000180025095e-35 0.049235000000000008 0.080135000000000026 72.378669787950017 -0.044409999999999998 40.241071441700008 80.468240302450013 97.991610396700011 75.408562100950022 0.0023400000000000005 0.13041500000000003 38.539340721750001 95.620390325650007 62.132955852800002 85.877418060900013 94.203572890950014 93.399723909900004 96.039789794050009 71.015621515800021 41.605323437500005 37.828051409500013 39.256147742250008 0.088350000000000026 38.625745710700009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 9 11 -11 -8 13 14 15 21 17 -17 19 20 -19 22 26 24 25 -23 28 29 -10 -28
right_child=-2 -3 3 4 -6 -7 8 -9 12 10 -12 -13 -14 -15 -16 16 -18 18 -20 -21 -22 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.012579591401935618 -0.10455023450931691 -0.077557163057993539 0.15207150521161233 0.057012810873831504 -0.047110263684677724 -0.11748671380885355 -0.022859958575761216 -0.12738670427202348 -0.046769467358967365 -0.12304691460948364 0.046636404223740019 0.07318104735839813 0.045167593015646816 -0.031799389927693919 0.057827881667944392 0.028305776044256704 0.089053874770283037 -0.12918843981260286 0.019964181091908367 -0.14095881109654018 0.028164125900634187 0.045460899131111079 0.057363722888612217 0.007743456719530176 -0.11463643180954958 -0.092855993230590392 -0.015330859161385744 0.0039174217878179254 0.058962857414523874 -0.15265321423607467
leaf_weight=55.632841470651329 6.0996492635458699 3.843746254220604 4.510275665670636 8.175011398270728 8.7983282264322025 3.0632764268666497 4.8114800192415741 3.8216582043096414 4.1575670186430242 3.8538004057481885 3.0517664402723303 22.081532349810004 16.234603904187679 34.181118139997125 15.074934343807397 5.7481767274439397 3.5451192595064631 3.5431039026007118 4.0174247696995726 8.8832746353000385 4.3122470937669277 5.2794022727757746 17.135193340480328 14.135117158293722 7.6999379470944396 3.5501976124942303 4.6154694929718962 127.60215377435088 18.94916929770261 3.2569152740761638
leaf_count=684 597 72 14 38 94 137 26 93 31 157 16 168 116 266 79 31 14 47 17 87 18 34 64 72 172 41 24 719 84 22
internal_value=-0.000250766 0.00125122 0.00197294 0.0343272 0.0030394 0.000227531 0.00114002 -0.0199592 0.00487661 0.0347377 -0.048059 0.0559982 0.0015338 -0.000945757 0.00324744 -0.000232638 -0.0342715 -0.0507671 -0.0726655 -0.0948975 -0.0428087 0.00472346 0.0104585 -0.0281395 -0.0588246 -0.0101534 0.00539019 -0.000502428 0.0399386 -0.072143
internal_weight=429.664 423.565 419.721 21.4836 16.9733 398.237 395.174 59.4545 335.72 33.7986 6.90557 26.893 301.921 285.687 251.505 236.43 30.0493 26.5042 20.7561 16.7386 7.85535 206.381 175.716 30.6647 16.5295 8.8296 158.581 135.475 23.1067 7.87238
internal_count=4034 3437 3365 146 132 3219 3082 777 2305 367 173 194 1938 1822 1556 1477 214 200 169 152 65 1263 944 319 247 75 880 765 115 46
is_linear=0
shrinkage=0.1


Tree=37
num_leaves=31
num_cat=0
split_feature=1 4 1 0 1 0 3 0 4 4 1 3 4 3 4 0 3 0 0 0 3 3 4 2 0 2 0 3 0 0
split_gain=6.06899 2.10788 2.58605 4.55863 1.78128 7.14333 5.08021 3.68064 4.92874 3.49332 9.27299 4.8046 3.45556 3.58314 3.34611 3.15343 4.27063 3.9508 3.55225 6.49157 3.6134 9.02796 3.52686 5.3071 3.35609 3.30379 3.5286 3.25707 3.10758 3.44385
threshold=87.33187390945001 32.051492741500006 68.34060567600001 96.741477366050006 66.964115113200009 90.297243227400017 0.13377000000000003 91.937202686950016 37.784765830350004 38.400997490450003 65.020359884900017 0.085665000000000033 43.680097826700013 0.087905000000000025 47.927946529500012 86.329079026800017 0.080770000000000022 86.135510041400025 85.995710218650018 85.925810307250018 -0.15572 -0.059734999999999996 40.206947806850003 -0.054619999999999995 86.643628628100018 0.0023400000000000005 78.14810093585001 0.087555000000000022 85.812895065800021 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 2 -1 -4 5 9 7 8 -6 11 15 -3 -9 -14 -15 17 24 18 19 20 -11 -22 23 -23 -17 28 -27 -19 29 -24
right_child=-2 4 3 -5 6 -7 -8 12 -10 10 -12 -13 13 14 -16 16 -18 27 -20 -21 21 22 25 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.13952462973382695 -0.10428774344354219 -0.032700973027506679 0.12741049933773615 -0.1328882130595172 0.041682663844102255 0.070901345184666065 -0.13293714081882477 0.0050607531328223411 -0.1026607024337827 0.038987234599325106 -0.14550866130482362 0.056213313100684059 -0.074581168066747958 -0.056241914631881808 0.11412674717872887 -0.037563893474608485 0.0038611142098664564 -0.011132291926052265 0.044110304945117224 -0.13531036831909146 -0.13087937147580073 -0.15748415584210398 0.0070243490922999134 0.01280871922672986 0.081397849719922755 0.055746369058305538 -0.12907545831992237 -0.11839701470757114 -0.041242325836522022 0.074514060155075071
leaf_weight=2.3584046810865393 5.5323824547231188 8.1736888187006134 1.4171165823936465 1.2809788184240458 3.3973520062863809 16.622484639286995 3.0744697134941807 151.61275999434292 7.7895229095593095 15.058636383153489 4.4225068632513276 23.695817539468408 11.208364306017755 2.2737720869481555 2.338405909948051 2.8576521500945118 57.674727704375982 5.5423921607434732 13.47274451702833 4.0158222764730445 6.1217891247942964 3.4491820298135281 22.890287146903574 3.8985192142427101 13.939035711809991 1.5044398363679636 3.2963707549497485 5.7861635684967041 7.6364524550735942 11.289991699159144
leaf_count=77 597 115 3 46 13 72 47 1104 117 157 49 106 380 27 16 15 261 25 58 28 170 26 232 17 103 17 42 35 42 37
internal_value=-0.000236397 0.00114043 -0.0630331 0.00382809 0.00192605 0.00774582 -0.00548416 -0.0032904 -0.0588249 0.00285679 -0.00246808 0.0334091 0.000420079 -0.0440528 0.0301362 0.00107719 0.0167843 -0.0101743 -0.00335707 -0.0114357 -0.00481577 -0.0157934 -0.00273811 -0.0671307 0.0611587 0.00741124 -0.0711575 -0.0659187 0.0164314 0.0293167
internal_weight=423.632 418.1 5.0565 2.6981 413.043 231.349 181.695 178.62 11.1869 214.726 182.857 31.8695 167.433 15.8205 4.61218 178.434 74.4714 103.963 92.6342 79.1615 75.1457 60.087 53.9652 7.3477 16.7967 46.6175 4.80081 11.3286 41.8167 34.1803
internal_count=4034 3437 126 49 3311 1607 1704 1657 130 1535 1314 221 1527 423 43 1265 379 886 826 768 740 583 413 43 118 370 59 60 311 269
is_linear=0
shrinkage=0.1


Tree=38
num_leaves=31
num_cat=0
split_feature=0 2 3 2 2 1 4 1 0 3 4 4 2 3 2 2 4 2 1 1 2 2 2 2 0 0 3 0 0 4
split_gain=5.56342 1.81631 2.45153 1.96592 6.98877 4.71012 3.60562 2.90533 4.93395 4.3175 3.67179 6.61485 7.79417 4.71956 2.88844 9.94528 2.51627 2.064 4.2949 6.33156 4.11303 5.58365 3.98198 7.44985 6.64607 5.09512 4.865 3.9355 7.06664 3.98382
threshold=107.57327517365 0.36215000000000008 0.09450500000000002 0.20949500000000004 0.22598000000000004 83.740093847200015 37.784765830350004 80.468240302450013 98.142164052000012 0.083950000000000011 40.00488309970001 41.178189531300006 -0.102645 0.10828500000000003 -0.58559499999999998 -0.50001499999999999 32.051492741500006 -0.10946499999999999 74.739136026450012 72.378669787950017 -0.18231499999999998 -0.16276499999999997 -0.079634999999999997 -0.077085000000000001 91.73825678530001 90.297243227400017 0.087555000000000022 94.773526014550015 94.114853772600014 42.779078631750004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 7 -6 8 14 -10 13 -12 -13 -11 -1 -16 -17 20 19 22 -18 -22 24 -24 25 26 -19 28 29 -25
right_child=-2 2 -4 4 6 -7 -8 -9 9 10 11 12 -14 -15 15 16 17 18 -20 -21 21 -23 23 27 -26 -27 -28 -29 -30 -31
leaf_value=0.043781748958917566 -0.1015983048697639 -0.1427372854922776 0.025735734505321448 0.14758674357916063 0.051314257049550241 -0.11784866107667694 -0.042390574793310043 0.038138995548286619 -0.11638491633475095 -0.14424704739126504 0.068319268445518652 0.031471495341956819 -0.13230693675161165 -0.0063948619133368653 -0.11738931218718458 -0.089881111066118943 -0.010163192698632863 -0.060743943551731829 0.047345158104166077 -0.13803404311595688 0.13035724473642676 0.024171016776915535 0.090891902546941933 0.005740457898800305 -0.086599129208270509 0.089629392334061475 0.0038398385218940331 0.052247120581556894 -0.15441778200266137 -0.060691630828113713
leaf_weight=16.460198853164911 5.3439847012050441 2.0111005697399373 1.5139266960322855 4.1608908176422146 7.8861218150705126 3.3557640947401515 8.5674885772168619 20.114465281367302 5.6370191201567641 4.6659129261970538 8.8424397110939044 6.1120914444327363 5.5390422195196125 5.309889055788517 6.9608065802603951 2.8588751861825576 31.048627299256623 16.775090208277106 17.276538223028183 3.4938892070204011 5.6018697023391715 42.687317233532667 10.060972169041632 93.078540305607021 12.734188195317982 4.9961488470435134 38.278998116962612 13.454136149957774 3.0801049210131159 9.9964836072176677
leaf_count=70 649 45 11 14 39 154 93 187 133 51 37 29 54 46 125 75 360 133 97 35 17 324 82 541 170 20 194 65 44 140
internal_value=-0.00022031 0.00109287 -0.0703816 0.00170883 0.031802 0.0001117 0.00252162 0.0011397 -0.000899541 -0.0359895 -0.0211159 0.003104 -0.0463901 -0.0708715 0.00295328 0.000801931 0.0034956 0.00437791 -0.000546062 -0.00456354 0.018232 0.0364893 -0.00226016 0.00824698 -0.0209793 -0.00706405 -0.015839 0.00129528 -0.00516237 -0.000702299
internal_weight=417.903 412.559 3.52503 409.034 20.6145 388.419 16.4536 385.064 364.949 36.1064 30.4694 20.4936 11.6511 9.9758 328.843 312.383 305.422 302.563 223.225 205.949 79.3378 48.2892 202.455 129.67 72.7844 60.0502 55.0541 119.609 106.155 103.075
internal_count=4034 3385 56 3329 146 3183 132 3029 2842 350 217 120 83 97 2492 2422 2297 2222 1521 1424 701 341 1389 872 517 347 327 790 725 681
is_linear=0
shrinkage=0.1


Tree=39
num_leaves=31
num_cat=0
split_feature=0 3 4 4 4 1 0 3 3 3 4 4 0 2 0 2 0 0 1 0 2 3 0 3 2 3 1 1 4 4
split_gain=5.02106 1.62958 3.62963 3.73775 2.0701 1.49681 7.46338 3.59225 3.58368 3.22857 3.84139 4.61497 5.6058 8.12834 4.86708 5.43291 3.76174 6.39348 5.55866 4.73493 3.60516 7.52762 6.23992 3.24773 2.82255 2.82072 2.80566 4.80057 2.13242 6.02645
threshold=107.57327517365 -0.41441 48.86568841230001 32.724174661450007 32.724174661450007 71.096275259700022 94.940210418650011 0.12535000000000004 -0.10747999999999999 -0.075324999999999989 40.80591513400001 40.890797847750008 104.91170162450001 -0.086139999999999994 100.15850764985002 0.059320000000000012 96.163458868000006 97.39208423365001 77.946466576100008 103.33357670195001 -0.59502499999999992 0.08895500000000002 98.911063077300014 0.10010000000000002 0.17076500000000003 0.092465000000000033 70.776348742200014 70.389210771400016 36.620308449100001 37.038444968100009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 26 -7 8 -8 -10 16 -12 14 -14 20 23 -11 25 -19 24 -13 -22 -23 -16 -20 -18 27 28 -6 -30
right_child=-2 4 -4 -5 5 6 7 -9 9 10 11 12 13 -15 15 -17 17 18 19 -21 21 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.067722203962224947 -0.10144497385687634 -0.060335355074475398 0.049997563885823632 -0.13412625763949931 0.035524377557104379 -0.10945119012148186 -0.11015141970082561 -0.11746794645355041 0.092379313111745104 -0.12810117061478968 0.10601354986896627 0.11842409243403694 -0.10543382362108947 0.31275441816026728 -0.11212795070874233 0.048983015411094413 -0.002355236332616173 -0.089943065373521106 0.037162343663390697 -0.11135979794017839 0.048238708320536006 -0.13933582541657938 0.054609856101069304 0.017538345319926547 -0.06225093252573749 0.095246466533681573 0.066580001476006886 -0.092106884656419308 -0.11363917510495786 0.0061708385828821224
leaf_weight=1.1691517252475003 4.8423739131540051 5.2744473014026871 2.7705930322408676 4.2605107054114342 23.631741795688868 6.6775824883952728 2.7611961849033824 2.5654163975268593 4.0879458636045447 2.9533304143697015 5.6308818757534018 3.7336078137159374 0.70356044825166497 1.3695634566247452 8.2346126423217338 4.5157494861632577 5.4130900837481004 11.628359431400893 14.096915084868675 3.4302524002268902 17.79472125321627 4.791199102997779 2.5374587923288345 2.5236209705471984 3.5815680213272563 6.5367338359355927 7.613640133291482 4.9940939424559465 4.2740403637289992 236.97224196512252
leaf_count=43 649 82 9 108 149 226 81 44 25 42 23 10 46 13 191 27 26 99 67 93 107 48 10 12 34 20 38 92 31 1589
internal_value=-0.000217752 0.00098802 -0.0431384 -0.0906629 0.00189644 0.00273154 -0.00683072 -0.000537598 0.00228372 0.00528146 0.00170217 0.0205414 0.0101249 0.170833 0.00257536 -0.0430716 -0.0187958 -0.0115719 -0.0344247 -0.00384077 0.0267363 0.0131105 -0.0721845 -0.0817114 0.0170217 0.0510344 0.00671403 0.00502509 0.00685645 0.00404822
internal_weight=411.37 406.528 8.20026 5.42966 398.328 393.053 115.567 108.89 106.324 103.563 99.4752 51.835 46.2041 2.07312 44.131 15.274 47.6402 44.6869 32.7371 21.1087 28.857 25.1234 7.32866 10.7582 17.6785 11.9498 277.486 269.872 264.878 241.246
internal_count=4034 3385 160 151 3225 3143 1244 1018 974 893 868 487 464 59 405 230 381 339 293 194 175 165 58 203 101 46 1899 1861 1769 1620
is_linear=0
shrinkage=0.1


Tree=40
num_leaves=31
num_cat=0
split_feature=1 2 3 2 2 1 3 3 4 1 3 2 0 0 2 0 0 0 4 4 4 2 4 3 4 1 2 2 4 2
split_gain=4.53665 1.62017 2.23672 1.72061 5.43679 3.33768 3.30135 8.17028 2.07701 1.99943 1.77143 3.73215 3.11801 2.86558 2.978 2.29368 4.21099 3.50602 2.56901 2.72247 2.69094 2.19898 1.85128 5.23125 4.66298 4.90571 2.94175 2.91753 7.16395 4.94387
threshold=87.33187390945001 0.36215000000000008 0.09450500000000002 0.20949500000000004 0.22598000000000004 83.740093847200015 0.072205000000000033 0.09551500000000003 32.051492741500006 83.116371560950014 1.0000000180025095e-35 0.049235000000000008 71.440397900400015 71.131225215400022 0.0041150000000000015 71.332859575200004 76.451683855550016 77.693751511800016 42.006870117350005 49.835088602800006 37.52517992975001 -0.073609999999999995 35.419594101850009 0.094375000000000028 37.038444968100009 70.171445662850019 -0.081874999999999989 -0.24255499999999999 39.577821550850011 -0.16276499999999997
decision_type=2 2 2 2 2 2 2 2 2 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 8 -6 -8 -1 10 11 13 -12 -10 15 -15 -17 -18 20 -20 21 -19 23 -14 25 -24 -25 28 -26 -29
right_child=-2 2 -4 4 6 -7 7 -9 9 -11 12 -13 22 14 -16 16 17 18 19 -21 -22 -23 24 26 27 -27 -28 29 -30 -31
leaf_value=-0.081807598644271104 -0.10392500357530904 -0.13765101528605556 0.025238476469113119 0.13549180320902318 0.074150144125496739 -0.11615993895546745 -0.13166355382914505 0.042723443355254236 -0.11700652089985404 0.063523679048537951 0.12316663744507479 -0.1191415639538171 -0.0597691291339357 0.049658374799149356 0.084495689978025687 -0.11981370540264501 0.086993291943659193 -0.1625305829757715 -0.089731532457788976 0.088435662944801929 0.010591141366583536 -0.0070940864608775231 -0.013358154497171175 0.098420817257463239 -0.12328099503032737 -0.14186394252449358 -0.0021058108806242897 0.073958614818962057 -0.0015035124496295823 0.0039770490008110169
leaf_weight=3.0281198336742809 4.1764416196383527 1.9577916460111731 1.4804604537785051 3.9272823631763485 4.7528996057808426 2.4609842444770029 4.4001334710046631 6.8990698866546154 2.3651274298317722 5.1012492803856722 2.1581688392907372 3.3040636638179413 4.452932013198736 5.4589469581842414 3.506033254787325 3.7846238687634459 3.4458873532712451 1.7667701588943603 7.0719447145238501 0.97601016610860813 21.132708113640547 1.8771928604692245 8.6526361349970085 8.9005461260676384 6.0526120075956014 4.5238474160432807 4.3257938362657997 10.538375056348739 23.930739038623869 239.85130499303341
leaf_count=86 597 61 11 14 24 137 70 38 109 25 12 92 38 19 23 141 10 27 151 10 111 14 46 35 60 67 28 55 198 1725
internal_value=-0.00023888 0.000838106 -0.0675132 0.00142762 0.0300288 -8.14466e-05 0.00422642 -0.0251863 0.000677892 0.00134721 0.000485497 -0.0161211 0.00338353 -0.00949695 -0.00430981 -0.0111507 -0.0194381 -0.00896444 -0.019038 -0.0681244 -0.0030937 -0.0824572 0.00255291 0.03398 0.000660188 -0.0574777 0.0655427 0.00339245 -0.0260862 0.00692243
internal_weight=406.261 402.084 3.43825 398.646 19.9794 378.667 16.0521 11.2992 376.206 373.178 368.076 54.6893 313.387 51.3852 49.0201 45.5141 40.0551 36.2705 32.8246 8.04795 24.7767 3.64396 311.229 17.6793 293.55 13.1765 13.2263 280.373 29.9834 250.39
internal_count=4034 3437 72 3365 146 3219 132 108 3082 2996 2971 707 2264 615 506 483 464 323 313 161 152 41 2252 101 2151 113 63 2038 258 1780
is_linear=0
shrinkage=0.1


Tree=41
num_leaves=31
num_cat=0
split_feature=0 2 2 3 0 1 3 4 4 3 2 1 0 4 3 4 3 3 1 1 3 4 3 1 0 3 3 3 0 0
split_gain=4.13094 1.47191 8.10965 1.99741 1.84207 5.53273 5.74074 2.46993 3.83594 3.4903 3.36199 2.06996 5.79601 5.34798 4.18401 5.4439 3.38235 3.01622 2.98856 5.05642 2.80696 2.46387 2.38542 2.82652 3.65378 3.65157 3.38733 5.58026 4.40305 2.86628
threshold=107.57327517365 -0.58559499999999998 -0.54526999999999992 0.11922500000000003 85.667718326750006 61.982402197500001 -0.16320999999999999 44.421469061800003 47.927946529500012 0.086955000000000018 -0.167075 71.104340634100012 96.039789794050009 37.198331469900005 0.098545000000000021 37.828051409500013 -0.085699999999999998 0.079355000000000023 70.776348742200014 70.206395618550019 0.11531000000000002 40.00488309970001 0.41214500000000009 61.987779113750001 86.479632682150012 0.11002000000000002 0.091645000000000018 0.10433500000000002 85.877418060900013 85.812895065800021
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -7 11 -9 10 -10 18 16 20 17 -16 -13 21 19 22 -14 -15 23 24 26 29 28 -28 -6 -25
right_child=-2 2 4 -5 7 6 -8 8 9 -11 -12 12 13 14 15 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.038062010517929477 -0.10123528002630339 -0.11792536015995672 -5.7831528108636922e-05 -0.040278350734025997 -0.018827633687943421 0.059370557850558871 -0.12078662432884904 -0.099608432922642959 0.062318068511581906 0.093199450258063865 -0.11354708822050574 0.052498488283857281 -0.10072526493662631 0.014931327030000184 0.10998381674166424 -0.07435465080557066 -0.11453860082864908 0.030193490008011709 0.076175974450946399 -0.089542626278326432 0.054773779010083914 -0.085988120008917479 0.063346799498754491 0.065097696952190379 0.026583536204025083 -0.036039093445611979 0.06214433995861849 -0.086415071773116969 -0.1697408002945493 0.014609811947975226
leaf_weight=19.6018809536472 4.0092698633670798 5.8140838341787449 41.756383692845702 3.9025409230962387 3.721436742693192 2.2604221338406196 8.1315476801246387 5.7641099141910654 1.7660211492329834 2.9683819562196732 2.8272233568131924 1.4659656751900909 6.9254406765103322 5.384761303663252 1.9113912396132935 9.8992186617106182 7.004406360909341 51.324548597447574 6.850409109145402 5.0750472247600547 1.3946375548839567 4.3926384309306741 8.5069552548229677 12.236683391034601 10.63431143760681 13.255415782332419 5.2521239966154081 4.8756684809923172 4.0235404334962368 138.69402389600873
leaf_count=125 649 105 548 25 20 23 202 187 17 14 166 18 133 47 8 100 155 288 24 92 10 101 29 47 45 67 20 24 27 718
internal_value=-0.000237177 0.000781201 -0.000743824 0.0250548 0.00110602 -0.0163072 -0.0815995 0.00397826 -0.038157 0.00868644 -0.0459301 0.00583239 -0.00691134 0.00129684 0.00996431 -0.0445219 -0.0856295 0.0204961 0.0111961 0.00903815 -0.07466 -0.0304082 0.0115247 0.00923692 -0.0198291 0.0142835 -0.0474446 -0.00937435 -0.0972275 0.0187031
internal_weight=401.63 397.621 374.117 23.5044 368.303 52.1484 10.392 316.154 13.3257 7.56163 4.59324 302.829 89.703 81.2326 72.9126 11.8106 8.47037 61.1019 213.126 206.275 8.32008 9.7774 201.2 192.693 28.5071 164.186 17.8728 10.1278 7.74498 150.931
internal_count=4034 3385 3235 150 3130 773 225 2357 384 197 183 1973 860 687 544 108 173 436 1113 1089 143 148 997 968 136 832 91 44 47 765
is_linear=0
shrinkage=0.1


Tree=42
num_leaves=31
num_cat=0
split_feature=1 3 2 0 4 3 2 3 0 1 2 2 1 2 4 0 1 4 4 1 4 4 3 2 1 0 0 3 1 3
split_gain=3.77697 1.34767 3.01351 3.06149 1.52626 1.57687 2.27312 1.34391 1.23245 3.80193 3.32084 5.47783 4.11266 3.2056 2.79197 4.71013 4.22572 2.71616 2.44795 2.32433 4.92724 2.21253 2.14735 3.30623 1.83646 1.82642 1.79957 4.55739 4.25983 4.34539
threshold=87.33187390945001 -0.41441 -0.028049999999999999 71.249517373150013 32.724174661450007 0.08895500000000002 -0.10623499999999998 -0.55648999999999993 98.142164052000012 78.10777406390001 -0.59681499999999998 -0.092710000000000001 83.116371560950014 -0.54526999999999992 40.80591513400001 102.31465107045001 81.479100559500012 35.419594101850009 38.903925214650009 72.752365468100024 40.280372415600006 39.525197829750006 0.094375000000000028 -0.041369999999999997 71.246828915000023 103.80405687475002 85.667718326750006 -0.15572 61.982402197500001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -3 -5 17 13 -11 12 -12 -10 16 -16 21 22 -14 24 -21 -13 23 -6 -15 -17 27 -19 29 -29
right_child=-2 4 -4 7 8 -7 -8 -9 9 10 11 14 18 19 15 25 -18 26 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.15886408783514511 -0.10396005436749359 -0.12759632187050848 -0.17296356415741923 0.065936312277623629 -0.082875681699046411 -0.1166644678705034 0.061420300901774853 -0.03625706946121466 -0.15129876415743843 0.086576622875896875 -0.12205713228579632 0.05239573792056345 -0.14875934595679011 -0.032470557065510497 -0.005389490106269444 0.066734085145629132 -0.11481196891573985 0.049351065960578526 0.075168074105367008 -0.12629178305714198 -0.0016812214707028099 -0.042348702054216585 0.073343729114161857 0.071700639710384442 0.11447751624643043 0.17144612467527773 0.0058505572671951316 -0.087369464282322007 -0.093256047375119361 0.0085767038425801408
leaf_weight=1.1520525282248852 3.4803188256919375 0.97077424544841084 1.4072860586456943 2.9407147662714119 2.7237804550677538 2.2023719288408756 1.8462919774465252 2.2880981094203894 2.5769465286284712 4.5728115001693359 5.7791531202383322 6.3420838136225957 0.62816371303051743 1.6718471497297316 8.117896340787409 4.4263658020645371 3.2688912665471426 8.6492814803495985 2.1908541657030582 5.2041667252778998 8.1308569237589818 4.0316669419407845 9.9531635306775552 2.8125048428773871 1.7310253167524932 2.6708441786468029 258.46084915474057 6.0405540997162452 8.52384045999497 21.597741601988677
leaf_count=45 597 34 58 22 28 34 28 38 32 28 183 42 22 29 49 24 96 84 46 80 63 33 44 12 17 39 1668 147 238 174
internal_value=-0.000243676 0.000675016 -0.0405088 -0.0112962 0.00150785 -0.0532741 -0.00371571 0.0212171 0.00223127 -0.0107489 0.00612789 -0.00369371 -0.073754 -0.0474725 0.0171808 0.0466342 -0.0156675 0.00472922 0.0252702 -0.0314876 -0.0503121 0.0155741 0.0455746 -0.0043489 0.0422812 0.10614 0.00264307 -0.0158569 -0.0314534 -0.012393
internal_weight=396.393 392.913 7.78815 6.38087 385.125 5.01944 2.81707 5.22881 380.105 61.3436 42.0287 37.4559 8.59817 19.3148 28.8577 15.2151 13.6426 318.762 2.81902 16.7379 13.335 10.3738 15.4894 5.53629 3.40287 7.09721 303.272 44.8114 36.1621 27.6383
internal_count=4034 3437 163 105 3274 96 62 60 3178 783 562 534 251 221 283 112 171 2395 68 189 143 75 84 40 46 63 2311 643 559 321
is_linear=0
shrinkage=0.1


Tree=43
num_leaves=31
num_cat=0
split_feature=0 2 2 4 2 3 4 0 1 0 2 0 2 2 2 4 3 1 4 2 3 4 4 1 1 2 2 3 3 3
split_gain=3.43303 1.21321 6.72111 2.37943 2.02885 1.71871 1.58085 3.72639 4.98984 7.42234 2.4286 2.25675 2.20518 5.14452 5.26506 3.26228 3.94901 4.67525 3.1058 2.56042 4.11705 4.02143 3.43448 2.82275 2.6589 2.51413 4.21355 2.10277 3.94308 5.17574
threshold=107.57327517365 -0.58559499999999998 -0.50001499999999999 47.290725783500008 -0.62218499999999988 0.11278000000000003 42.719328117250008 75.462331263550013 58.167480110400007 81.87699236280001 -0.23783499999999999 102.03236296680001 -0.096529999999999991 -0.087234999999999993 -0.083064999999999986 43.157831852650006 0.087555000000000022 62.095317438950012 43.308802343500005 -0.098419999999999994 0.089675000000000019 43.572676689450006 47.927946529500012 62.00390986255001 68.910558799650019 0.04932000000000001 0.12195000000000002 -0.25095999999999996 -0.11303999999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 7 -4 -9 -10 -8 12 19 -14 -15 16 17 -16 -17 20 21 -12 23 -23 -25 -20 -27 -24 -29 -30
right_child=-2 2 6 -5 -6 -7 10 8 9 -11 11 -13 13 14 15 18 -18 -19 25 -21 -22 22 27 24 -26 26 -28 28 29 -31
leaf_value=0.02219610850125632 -0.10105285537946401 -0.1084258161252111 -0.10301722227153032 0.048297342642740118 0.043487741299946051 -0.075103860864686081 -0.11024793948180218 0.091787384816486281 -0.13965204940491949 0.0057556078195853963 0.079819830020759153 -0.11022852268652819 -0.10520685865082735 0.073875912838325924 -0.13735855111545242 0.063469825749485939 -0.15326451336565861 0.054529410869223464 -0.094767778996926885 0.098241468380187727 -0.13893413944164357 -0.18424624457790326 -0.041183105134607906 0.048491958516614926 -0.11266090832502894 0.084160931879737985 -0.081717600284107461 0.12154249466661299 -0.15077843304539518 0.050164250323502503
leaf_weight=4.1666365927085307 3.3499785349704316 7.4864526954479498 3.1744765620678654 1.1127213425934313 15.509265016298739 3.2171544609591365 2.418557997327297 6.6108787059783927 3.5567182824015608 270.02125182701275 6.9721194803714814 2.1107539385557166 6.1781525304540983 6.611763220280408 2.0629205433651858 5.2862897776067248 3.725847702473402 3.3022575210779905 3.8430993789806944 3.2338251564651719 1.8737066574394692 1.6467481218278432 4.2795230988413158 2.1224517617374659 1.9779386837035415 3.3470998387783766 2.8227647095918655 3.8911686986684844 1.7830851860344274 4.5596980066038668
leaf_count=24 649 155 251 6 102 24 122 21 58 1719 34 157 78 29 46 26 42 19 89 14 24 19 26 15 87 19 73 8 23 75
internal_value=-0.000254069 0.000614199 -0.000782652 -0.0881461 0.0229469 -0.020198 0.00131927 0.00471904 0.00593967 0.0038652 -0.0116905 -0.00836282 -0.00527001 -0.0218805 -0.00527502 -0.0267314 -0.0741753 -0.0192519 0.00146042 0.0138263 0.00444751 0.0143127 -0.00822978 -0.0736578 -0.0292447 -0.0312771 0.00827011 0.0176788 0.0422931 -0.00632482
internal_weight=392.255 388.905 366.012 8.59917 22.8931 7.38379 357.413 283.363 280.189 273.578 74.0498 71.6312 69.5205 37.1802 31.002 24.3903 9.09103 5.36518 15.2993 32.3403 29.1064 27.2327 20.2606 5.74714 4.10039 10.013 6.16986 14.5135 10.234 6.34278
internal_count=4034 3385 3235 161 150 48 3074 2049 1798 1777 1025 903 746 421 343 314 107 65 207 325 311 287 253 121 102 181 92 132 106 98
is_linear=0
shrinkage=0.1


Tree=44
num_leaves=31
num_cat=0
split_feature=1 2 3 2 2 1 3 4 0 2 3 3 1 1 2 0 0 1 4 4 1 1 3 3 4 2 1 3 3 1
split_gain=3.15716 1.17129 2.03796 1.34969 4.33535 2.865 4.49271 1.99332 1.58398 3.46266 5.05439 2.07721 1.95963 3.08232 6.11954 2.67059 2.93819 3.37821 4.44058 6.51133 2.01647 3.1331 5.15352 3.64193 1.98979 1.71477 8.04238 9.12182 1.99097 2.80428
threshold=87.33187390945001 0.36215000000000008 0.09450500000000002 0.20949500000000004 0.22598000000000004 68.910558799650019 0.097015000000000032 39.011793722550003 102.70985441565001 -0.086139999999999994 0.09117500000000002 0.086230000000000015 80.468240302450013 81.320481529800006 -0.11963999999999998 98.142164052000012 101.55650587770002 72.752365468100024 40.844669808050007 42.094663496250007 75.408562100950022 75.634392583900009 0.082535000000000011 0.08895500000000002 41.092444989200011 0.086310000000000026 62.057679025150001 0.11379500000000002 0.11768500000000003 63.705703859100005
decision_type=2 2 2 2 2 2 2 2 2 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 7 -7 -6 12 -10 11 -11 15 -14 -15 20 17 -17 -19 -20 25 -22 -23 -24 -18 28 -27 -28 -1 -30
right_child=-2 2 -4 4 5 6 -8 -9 9 10 -12 -13 13 14 -16 16 24 18 19 -21 21 22 23 -25 -26 26 27 -29 29 -31
leaf_value=0.0041573320772694275 -0.10396999299252668 -0.13477683193776455 0.028401120172665995 0.12561837260249753 0.088980301163509676 -0.11503550054903111 0.036969282326495399 -0.019164768247844452 -0.11187515207193402 -0.039744968256768855 -0.11931611816911891 0.11752256864676747 0.078037941713863843 0.058598420270866973 -0.12748566698272606 0.042798360171536369 0.063466131183745597 -0.13263623417903478 0.032300710511652585 -0.13816805551978378 0.092429630828576789 -0.14152427458755873 0.10043542586766485 -0.030245669937268124 -0.04567941160152833 0.049501699593573131 -0.14372019646720816 0.06473025726146131 -0.008793311849660073 -0.10094779339442982
leaf_weight=256.45693268720061 2.9131076964549711 1.6884312108159059 1.4000010490417478 3.6129368394613293 4.5742930676788074 3.8651647549122572 3.9128706268966198 2.7165537904947996 3.9882400613278151 1.1801594225689749 2.0784384156577289 2.912511354777962 8.1390600521117431 4.7504604980349532 2.8141923979856074 3.2151391543448034 4.5761965513229361 6.6196396742016104 6.4610280916094762 3.4303112560883164 6.1381328329443958 2.0092369262129059 4.3579812226816994 4.1762297414243221 2.6303982241079211 7.4433791572228101 7.6242553843185288 2.8969764113426208 14.806722439825537 4.249858026392757
leaf_count=2105 597 61 11 14 20 55 25 32 206 36 52 29 28 70 31 38 31 104 32 40 20 71 33 25 30 48 67 10 75 38
internal_value=-0.00025722 0.000528083 -0.0608075 0.00102445 0.027237 0.00364889 -0.038567 0.0486857 -0.000324748 -0.0392541 0.00767921 0.072173 0.000796286 0.0353264 -0.0106283 -0.000812326 -0.0310175 -0.0509814 -0.0692429 -0.0268178 0.00181054 0.0356305 0.0025634 0.0364864 0.0236281 -0.000111814 -0.0300467 -0.0863243 0.00184006 -0.0293449
internal_weight=387.639 384.726 3.08843 381.637 18.6818 15.0689 7.77804 7.29085 362.955 10.1593 6.17111 4.09267 352.796 15.7037 7.56465 337.092 26.9327 19.7261 16.511 9.89134 310.16 16.6816 10.5434 8.53421 7.20659 293.478 17.9646 10.5212 275.514 19.0566
internal_count=4034 3437 72 3365 146 132 80 52 3219 323 117 65 2896 129 101 2767 275 214 176 72 2492 149 129 58 61 2343 125 77 2218 113
is_linear=0
shrinkage=0.1


Tree=45
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 3 4 3 4 1 4 0 1 0 2 0 3 0 2 0 3 3 2 2 4 2 2 4 2 3
split_gain=2.84861 2.22643 1.76751 1.01888 5.90751 3.6294 2.04869 2.00895 2.01797 3.78487 1.519 2.44563 4.08503 6.62528 2.30491 3.97351 3.28392 2.43882 2.38883 2.18321 1.9787 1.94362 1.69021 7.43146 5.76413 4.99789 4.46373 3.70371 4.55126 3.49906
threshold=87.33187390945001 67.04476885710001 70.937656230000016 -0.58559499999999998 -0.50001499999999999 0.12084500000000002 47.709122305950011 0.097450000000000023 40.098777110850008 75.634392583900009 42.779078631750004 75.462331263550013 58.167480110400007 84.226704768850013 -0.070909999999999987 90.407470010750018 0.12535000000000004 100.27142289135001 -0.23783499999999999 90.633300493650012 0.088435000000000027 0.096885000000000013 -0.079634999999999997 -0.085584999999999994 41.806790701050012 -0.077085000000000001 -0.08262499999999999 40.890797847750008 -0.081354999999999997 -0.11789499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 7 -5 8 -4 -10 11 -6 -13 21 17 16 -16 18 -12 -17 -21 -14 23 29 27 -24 -26 28 -25 -15
right_child=-2 2 3 4 10 -7 -8 -9 9 -11 14 12 13 22 15 19 -18 -19 -20 20 -22 -23 25 24 26 -27 -28 -29 -30 -31
leaf_value=0.16057355631598619 -0.10373645999327384 -0.10366978473017041 0.056055531606528292 -0.10349500051679061 -0.10267649261460227 -0.084529090224090123 0.04384334020358701 0.077902874691884338 0.035873583939515521 -0.1179793849393158 -0.11134178396479361 0.084280689752907853 -0.12879365461240047 -0.081241629219304334 -0.1536622338381893 0.11209753052555241 0.0078633606196435186 -0.11113888064477465 0.0058922188688695807 0.0031778086984929378 -0.13109295982576755 -0.037972470795695684 0.081932971176008965 -0.17670521970051226 0.069298307556118183 0.0083781499409268916 -0.085600702439193252 -0.20860089316066774 0.026284038821337653 0.011567497065825862
leaf_weight=0.86658664047717948 2.6415247176773837 1.6342491102404881 5.5935516119934672 7.2019999171607179 2.1156362132169297 2.8354444820433846 1.0860302317887542 7.3378561735153189 4.0161452144384384 2.6566810132935643 1.8031967962160695 6.3903296105563632 4.2539832582697255 4.2562284134328356 4.4599367314949614 1.3990558087825773 1.7535424456000326 1.9932152568362642 48.155560448765755 5.1265066456981003 1.3965078741312025 5.2822480108588934 9.8643767498433572 2.0774838114157319 3.8636170998215675 145.41205045697279 3.58807323127985 3.3067127801477909 2.358525922521947 89.149210669565946
leaf_count=15 597 158 42 158 163 21 8 30 18 48 80 22 72 40 103 5 8 139 458 74 29 40 87 30 16 956 36 30 13 538
internal_value=-0.000248484 0.00046857 0.000103806 0.000551592 -0.00075007 0.0212192 -0.0841884 0.036514 0.0117549 -0.0253806 0.00123708 0.00443585 0.00524574 0.0033985 -0.0124084 -0.0482108 -0.108077 -0.00266692 0.00166081 -0.00125606 -0.0255681 -0.0784866 0.00635775 -0.00321219 -0.0680706 0.0130509 -0.00528732 -0.128494 -0.0687804 0.00733844
internal_weight=383.876 381.235 380.368 378.734 356.294 22.4397 8.28803 19.6042 12.2664 6.67283 348.006 281.918 279.803 273.413 66.0875 14.1355 6.21348 51.952 49.9588 7.92207 6.52301 9.53623 263.876 108.6 15.1944 155.276 7.45169 7.74272 4.43601 93.4054
internal_count=4034 3437 3422 3264 3105 159 166 138 108 66 2939 2043 1880 1858 896 219 111 677 538 108 103 112 1746 703 125 1043 52 73 43 578
is_linear=0
shrinkage=0.1


Tree=46
num_leaves=31
num_cat=0
split_feature=0 2 2 2 2 2 1 4 2 3 1 0 4 2 1 0 4 4 1 0 2 0 2 4 0 2 3 3 2 4
split_gain=2.61205 0.984196 2.33087 1.60434 5.04325 1.41947 1.40533 1.85405 3.97697 1.61484 1.14135 4.72327 5.46968 4.55316 2.67868 2.7472 3.07269 6.23852 4.04294 4.56375 3.86388 2.5375 2.13438 2.07282 1.80668 3.58393 1.70695 2.78078 1.78046 1.62406
threshold=107.57327517365 -0.67936999999999992 -0.63113999999999992 -0.58559499999999998 -0.54526999999999992 -0.58287999999999995 78.285212300550015 42.824128352900011 -0.59681499999999998 0.093905000000000016 81.479100559500012 104.91170162450001 42.402981339000007 -0.11963999999999998 80.468240302450013 97.878695155250014 41.243661560350013 40.80591513400001 72.752365468100024 101.86567856270001 -0.102645 102.21786657775002 -0.50001499999999999 39.685256516350002 98.674478761850011 -0.51146999999999998 0.41214500000000009 0.11768500000000003 -0.10946499999999999 40.844669808050007
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 7 8 -4 -8 14 13 -13 23 15 22 17 18 -17 -20 24 -21 -6 -12 -18 -26 27 -24 -29 -16
right_child=-2 2 3 4 10 -7 9 -9 -10 -11 11 12 -14 -15 29 16 20 -19 19 21 -22 -23 26 -25 25 -27 -28 28 -30 -31
leaf_value=0.069460338376292424 -0.10086990616879266 -0.093302294206386693 -0.089666826003812233 -0.011312126730225056 -0.096910638678007144 -0.13400594604719795 0.0046005176624598892 0.069082787115116728 0.049997429027214352 0.11719603083959425 0.089387611509359421 -0.10601793616694642 0.18548849978867341 -0.13329407765455772 0.016262764831880657 0.080134614261735168 0.11908071646773905 0.07115814900376112 -0.12623775565798326 0.099377344611502022 -0.11772793895286437 -0.065698515805518068 0.0040999464179370098 -0.10391176269891389 0.15170050479952579 -0.12592139206232494 0.045797431723875626 0.025352712157910469 -0.068694996305148318 0.088540294377312284
leaf_weight=2.0542344190180293 2.5626695770770302 2.6555123822763553 3.8335554245859385 1.2786375284194944 2.1332756588235489 3.5914885639213017 2.0947033800184718 3.8062087669968596 4.3549843542277831 3.2501110350713134 1.8351711928844454 1.0155291706323626 1.7578557194210587 4.7098868484608811 7.4062187038362008 2.0259181484580102 1.1026863921433689 6.7569119445979586 6.3522818796336633 1.7814068570733073 6.7246742863208038 1.951069565489888 275.57450616080314 0.79510950460098673 0.6793613433837894 1.4736819288227705 9.2324689449742419 2.6283720955252639 8.5973087889142317 5.3578203511424363
leaf_count=15 649 20 28 12 40 93 37 16 22 12 12 54 37 110 51 5 5 30 102 7 92 34 2266 89 1 54 42 11 63 25
internal_value=-0.000252523 0.00043177 5.33892e-05 0.000719625 -0.000732047 -0.101793 0.0304204 0.0114166 -0.0153879 0.0730684 0.000674617 -0.0324299 0.0787477 -0.0744369 0.00165998 -9.41976e-05 -0.029561 -0.00582444 -0.0487754 -0.074672 -0.0744341 0.0130876 0.00275676 0.030955 0.014989 -0.0383219 0.00347498 0.00211257 -0.0466747 0.0466019
internal_weight=379.374 376.811 374.757 372.101 354.762 4.87013 17.3396 11.9947 8.18854 5.34481 349.892 10.1136 2.77338 7.34017 339.778 327.014 28.848 18.8676 12.1107 10.0848 9.9804 3.73248 298.166 2.63028 3.25573 2.15304 296.033 286.8 11.2257 12.764
internal_count=4034 3385 3370 3350 3235 105 115 66 50 49 3130 302 91 211 2828 2752 330 178 148 143 152 41 2422 101 60 55 2382 2340 74 76
is_linear=0
shrinkage=0.1


Tree=47
num_leaves=31
num_cat=0
split_feature=1 2 1 1 0 4 1 0 3 4 4 2 3 1 0 4 4 4 2 2 2 1 3 0 3 0 0 2 2 2
split_gain=1.92392 4.40305 1.20993 2.57155 3.81922 3.32981 1.973 2.91152 3.11633 2.23843 3.90664 4.12836 3.52167 1.60087 1.35287 1.29569 3.94726 3.53382 2.83213 2.58073 5.05714 3.73381 2.66353 4.90087 3.80058 3.66415 3.15186 5.31539 4.12741 6.57091
threshold=83.740093847200015 0.20949500000000004 83.116371560950014 81.479100559500012 104.91170162450001 42.402981339000007 80.468240302450013 98.142164052000012 0.083950000000000011 40.00488309970001 41.243661560350013 -0.102645 0.10828500000000003 77.946466576100008 102.11570516885001 40.563919884450009 40.316494640950005 40.844669808050007 0.20949500000000004 -0.13509999999999997 -0.23349 75.271450736300025 0.088075000000000028 90.767723400200012 0.09062000000000002 85.667718326750006 85.812895065800021 -0.087234999999999993 -0.083064999999999986 -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=2 -2 3 6 -5 -6 7 13 -9 12 14 -12 -10 15 -11 16 18 -17 -1 20 21 -19 -21 25 -25 -24 -27 -28 -29 -30
right_child=1 -3 -4 4 5 -7 -8 8 9 10 11 -13 -14 -15 -16 17 -18 19 -20 22 -22 -23 23 24 -26 26 27 28 29 -31
leaf_value=-0.0019241945187054741 -0.11029171360914727 0.11815234471577458 0.053072704849972396 -0.12643548908658095 -0.10457154636407143 0.19938246042148763 0.039499850082672976 -0.11114652422558594 -0.12899668467543099 0.014221092721380932 0.022283039187285556 -0.10857124910740612 0.00088391046445682588 0.074660675771983168 0.09551675477671262 -0.060217468805854962 0.058016626624144821 -0.027637227172564279 0.050495269443012782 0.006563087910959115 0.053694608912026834 0.11464551886673734 -0.094707108993373146 -0.019714339636445966 -0.1555082438869772 0.042600777719683326 -0.096592227719219118 0.076787013598025866 -0.11684700669619566 0.0093259307268009697
leaf_weight=107.65695868851617 3.9625875337515017 1.0719501904677597 4.340330912731587 3.5870222407393149 0.64481456391513325 0.81716621574014425 12.807842622511087 4.0994673627428737 3.9312190525233763 4.2495388761162776 5.0272314511239573 4.6329631460830507 4.4517492800951004 3.0330838216468683 3.9495089128613472 10.476305302232502 14.701681789010761 19.467794307041917 11.398148151580243 64.931391039397568 22.453157803043723 2.0373912490904322 4.8058375790715209 3.7751843137666565 4.5392407393082976 11.499257139861582 6.891931876540176 5.7719211801886514 5.2180290073156348 19.750847782008368
leaf_count=758 693 64 27 123 38 15 88 154 63 23 31 56 48 52 18 114 66 285 67 697 117 8 89 30 69 47 41 17 38 98
internal_value=-0.000249048 -0.0616516 0.000584314 -3.71067e-05 -0.0709105 0.0653219 0.000952611 -0.000463036 -0.0300619 -0.0173951 0.00261449 -0.0404738 -0.060024 0.00235749 0.0533815 0.00166212 0.00913106 -0.00383854 0.00309436 -0.000387356 0.0205002 -0.0141574 -0.0076067 -0.0223863 -0.0938507 -0.0113702 -0.00321862 -0.0172194 0.00057554 -0.0170419
internal_weight=375.982 5.03454 370.947 366.607 5.049 1.46198 361.558 348.75 30.3417 26.2422 17.8592 9.66019 8.38297 318.408 8.19905 315.375 133.757 181.618 119.055 171.142 43.9583 21.5052 127.184 62.2522 8.31443 53.9378 49.132 37.6327 30.7408 24.9689
internal_count=4034 757 3277 3250 176 53 3074 2986 393 239 128 87 111 2593 41 2541 891 1650 825 1536 410 293 1126 429 99 330 241 194 153 136
is_linear=0
shrinkage=0.1


Tree=48
num_leaves=31
num_cat=0
split_feature=0 1 1 2 2 4 0 1 0 2 1 1 1 0 1 0 4 1 3 0 1 3 4 4 4 1 0 3 3 2
split_gain=1.77559 1.85263 1.69792 3.81919 2.12737 1.02439 2.11068 6.50045 2.9825 2.37805 2.24255 4.24875 7.48236 5.37262 3.71858 3.35978 4.67702 4.50317 3.64325 4.32243 3.14665 3.2655 2.57199 3.97827 3.52508 2.80809 2.47385 2.37857 2.25608 2.18893
threshold=67.04476885710001 55.513971935650012 83.740093847200015 0.20949500000000004 0.22598000000000004 42.141702038450013 85.121961326250016 61.45546440395001 85.334349518600007 -0.016334999999999999 61.987779113750001 62.052302108850007 62.068432857650002 86.20003303655001 61.966271448700006 87.170566421650008 41.035283712600005 64.665483411650015 0.092465000000000033 88.606203063300015 65.29995953045001 0.12535000000000004 41.975471476700008 41.218101594450012 40.844669808050007 70.776348742200014 103.33357670195001 0.11243000000000002 0.091470000000000024 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=-1 -2 5 -4 -5 6 7 29 -8 -9 14 -12 -13 -14 27 16 -15 18 19 -17 -19 22 23 24 26 -25 -22 -10 -27 -3
right_child=1 2 3 4 -6 -7 8 9 10 -11 11 12 13 15 -16 17 -18 20 -20 -21 21 -23 -24 25 -26 28 -28 -29 -30 -31
leaf_value=0.14183264894957689 -0.10390315922161507 0.030842440913370257 -0.10972367186451533 0.1961463956204095 -0.10136222459379607 -0.0074347004359558615 0.093411854751301884 -0.13150052001702306 -0.023883152517271272 0.024011797788566394 0.046918666157193908 -0.14292231385219631 0.081055416820894066 -0.12667489446384103 -0.1074976625035366 -0.063868484988280835 0.00011745628959076206 -0.11313475132110101 0.10032285299216673 0.072000829801613195 0.0049840379525850388 -0.088970672532460465 0.079745580880199382 -0.11924625156523211 0.06238513714697394 0.02932292131478019 -0.086991466465393533 0.054266847598572525 -0.074618405470539717 -0.077278771940726465
leaf_weight=0.87756737135350604 1.7272523352876294 11.573116786777975 3.6031272825784972 0.76140650222077944 0.35121808666735888 109.0855523571372 3.9139622822403899 5.7902552713640034 16.543299339711673 1.1844595633447159 25.69115075469017 3.4264079481363288 9.111833803355692 4.6871507130563241 4.2801857367157927 4.2880737408995646 7.6698874551802874 2.4150612056255332 8.5859005041420442 5.1578245386481285 99.057924205902964 3.829612811561673 4.414299855940043 4.1022960208356372 10.784597132354973 4.5547300651669484 3.0133063895627847 5.0936952233314505 3.8561871275305748 2.2338777189142993
leaf_count=15 147 166 693 2 62 1258 16 150 82 16 109 25 38 29 24 25 32 15 37 36 647 54 24 50 56 28 118 17 36 27
internal_value=-0.000242519 -0.000578778 -9.52058e-05 -0.0597151 0.102233 0.000676461 0.00414278 -0.0264015 0.00684992 -0.105091 0.00538048 0.00889016 0.00343072 0.0062876 -0.0223326 0.00219383 -0.0479762 0.00621794 0.0531759 0.0103214 -6.78209e-06 0.00203801 0.00472347 0.00208191 0.00801354 -0.0514151 0.00226877 -0.00548539 -0.0183315 0.0133492
internal_weight=371.665 370.788 369.06 4.71575 1.11262 364.345 255.259 20.7817 234.477 6.97471 230.563 204.646 178.955 175.529 25.9172 166.417 12.357 154.06 18.0318 9.4459 136.028 133.613 129.783 125.369 112.856 12.5132 102.071 21.637 8.41092 13.807
internal_count=4034 4019 3872 757 64 3115 1857 359 1498 166 1482 1359 1250 1225 123 1187 61 1126 98 61 1028 1013 959 935 821 114 765 99 64 193
is_linear=0
shrinkage=0.1


Tree=49
num_leaves=31
num_cat=0
split_feature=1 2 2 2 1 4 4 1 4 4 1 2 1 1 0 0 1 1 4 4 2 2 0 4 4 0 4 0 4 4
split_gain=1.5076 3.37926 1.04471 4.33991 1.81891 1.39395 2.84488 3.39414 2.34405 1.90075 1.05189 4.16062 2.63914 1.79211 2.08935 2.62177 4.09293 2.89819 2.60487 4.69659 1.9152 1.72733 1.55315 1.40027 2.17699 1.36606 2.87722 6.10304 4.17254 3.785
threshold=83.740093847200015 0.20949500000000004 -0.58559499999999998 -0.54526999999999992 64.407391431150018 43.487767439550005 41.066313126200008 77.946466576100008 39.792680591700012 36.893814626400008 81.479100559500012 -0.085584999999999994 82.457699319000014 80.468240302450013 97.878695155250014 101.55650587770002 72.752365468100024 78.962703749400006 41.066313126200008 41.385032804600009 -0.091919999999999988 -0.50001499999999999 103.65888013570002 40.844669808050007 39.458743938000005 86.329079026800017 41.942745071500006 85.812895065800021 42.753078181500008 41.385032804600009
decision_type=2 2 2 2 2 2 2 2 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 -8 9 -1 13 12 -12 14 21 16 -16 -17 -18 -20 -21 -5 -19 24 -15 26 29 -28 -29 -23
right_child=1 -3 3 10 -6 -7 7 -9 -10 -11 11 -13 -14 23 15 17 18 22 19 20 -22 25 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.048908201681118799 -0.10916405104360638 0.095359834967488899 0.037158771890053593 -0.089644632836381619 -0.12753997739430883 0.080179285645514256 -0.12180623715794898 0.037499808770149662 0.080426074435815759 -0.066446543887330553 -0.12264958599132379 -0.13006592514260282 0.071153786998743127 0.056074948122108184 0.048028952854960907 0.04954190559823296 -0.12177722191811247 -0.13768001459484616 0.090644744587895454 -0.0047328655763023315 -0.13483457966761001 -0.00781959001019592 0.015373999453112203 0.078677910927807501 -0.054574760115285059 0.0080304991148596478 -0.0043053938267852447 -0.16867810436692143 -0.038682326826468022 0.046683630761799953
leaf_weight=2.8803814155980998 3.2761177418287835 1.0722634519916026 0.817710280418395 2.03087423602119 3.7259781258180737 3.4639126146212211 2.9490525461733332 2.4472622498869896 6.2183052049949765 2.8336554560810328 0.90713844262063492 2.8738717390224329 3.1170486295595765 4.3187311077490431 3.3418980725109639 6.8102176983375085 6.4018551465123874 1.5609845456201585 2.122962161898613 1.7788422531448302 3.109158655628562 48.752404864877462 1.1525557322893289 5.1136204269714653 3.0225249454379082 186.49095141980797 28.463903770782053 4.3518198207020742 5.7073237486183643 17.249790560919791
leaf_count=26 693 64 3 40 103 15 22 19 23 25 33 83 75 24 39 76 103 35 7 15 43 452 24 28 34 1339 415 42 37 97
internal_value=-0.000197615 -0.0587307 0.000501599 -0.000816978 -0.0978998 0.0222673 0.010691 -0.04956 0.037939 -0.00829752 0.000485478 -0.0381648 0.0274663 0.00128906 -0.000162417 -0.0271745 -0.0509885 0.0147205 -0.0756594 -0.0335483 -0.0874879 0.00225984 -0.0726715 0.0385028 0.0105185 0.0029012 -0.00625034 -0.0279671 -0.0949215 0.00642492
internal_weight=368.363 4.34838 364.015 343.222 4.54369 20.7926 17.3287 5.39631 11.9323 5.71404 338.678 6.89806 4.02419 331.78 319.326 26.2785 16.7547 9.52376 13.4128 7.01096 4.888 293.047 2.71354 12.4549 7.34126 291.016 104.525 38.523 10.0591 66.0022
internal_count=4034 757 3277 3147 106 130 115 41 74 51 3041 191 108 2850 2764 342 207 135 168 65 58 2422 59 86 58 2382 1043 494 79 549
is_linear=0
shrinkage=0.1


Tree=50
num_leaves=31
num_cat=0
split_feature=0 1 1 2 2 1 1 0 0 1 1 0 0 0 2 4 3 1 2 2 1 2 4 4 4 4 1 3 4 4
split_gain=1.43808 1.66961 1.32864 2.96887 1.76082 0.981816 1.90265 3.29528 2.60567 1.3546 2.26501 1.98589 1.36998 2.76015 2.68675 1.86639 1.83721 1.68015 1.58377 1.53738 1.22123 1.102 1.06135 1.74173 1.04304 1.69244 4.67644 3.25953 1.50322 4.17256
threshold=67.04476885710001 55.513971935650012 83.740093847200015 0.20949500000000004 0.22598000000000004 83.116371560950014 81.479100559500012 104.91170162450001 105.33378955095002 80.468240302450013 78.895492296100016 103.80405687475002 102.03236296680001 98.142164052000012 -0.084275000000000003 40.844669808050007 0.09914000000000002 77.946466576100008 -0.076484999999999984 -0.14654999999999999 74.153052154050016 -0.122095 40.844669808050007 39.458743938000005 35.419594101850009 33.96174662340001 68.34060567600001 0.099465000000000012 37.038444968100009 36.620308449100001
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -8 -9 10 12 -12 13 17 15 21 19 24 -14 -17 -16 -15 23 -11 25 26 27 -3 29 -26
right_child=1 2 3 4 -6 -7 7 8 -10 22 11 -13 18 14 20 16 -18 -19 -20 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.12726841403059019 -0.10351586416828161 -0.14826238620175367 -0.10861511845235231 0.17076084647245349 -0.10135419493557006 0.048889759017900131 -0.12295632034837166 0.17778797854433268 -0.10343399865416406 0.049879466617583967 -0.10747387467642551 0.06047895299446019 -0.033604191958708785 -0.11913005234453611 -0.00056023254431392425 -0.071163749567448281 0.086067090418606648 0.079988163394296832 0.097382048280444944 0.035970263284050376 -0.10348533932105862 -0.01536554403751419 0.068569868148514027 -0.049424565599529763 0.0028537038739217383 0.04860793660375537 0.064689669462199048 0.046677996668273561 0.0017691661191302705 -0.10527197971847974
leaf_weight=0.88287733169272442 1.5669047927949566 2.7648515184409934 2.9785819856915614 0.74553701281547524 0.34917199937626719 4.1577090183272949 3.0534176938235751 0.8132056714966891 0.55388000467792153 4.285092104226349 3.3931508962996295 0.88832001877017308 1.340229619760066 1.874470669776201 1.4255314855836321 2.513079468626529 2.7786925211548805 2.7487386446446171 2.9657505806535474 2.8681326191872341 6.0254946714267135 2.2544603357091573 5.0569387665018439 3.0047194575890899 12.248733174055817 11.419422832317649 4.0375882051885128 1.2434971220791338 269.59955842373893 5.0364945074543348
leaf_count=15 147 94 693 2 62 27 123 5 48 25 70 27 32 36 23 40 13 44 28 15 98 19 29 34 115 64 16 6 2040 44
internal_value=-0.000203777 -0.000512966 -6.76439e-05 -0.0568583 0.0839661 0.000577882 1.0772e-05 -0.0651846 0.0638498 0.000834725 -0.000355694 -0.072627 0.000573114 -0.000160698 -0.0364144 -0.0076871 0.0200347 0.00215456 0.0566128 -0.0140624 -0.0837937 -0.062473 0.0333679 0.00894826 0.00145619 0.023857 -0.0112714 -0.0877867 -6.37227e-05 -0.0286515
internal_weight=364.874 363.991 362.424 4.07329 1.09471 358.351 354.193 4.4205 1.36709 349.773 337.426 4.28147 333.145 328.839 19.7399 12.2888 8.1599 309.099 4.30598 5.38121 7.45103 4.12893 12.3468 7.28981 306.35 19.4654 8.04594 4.00835 286.885 17.2852
internal_count=4034 4019 3872 757 64 3115 3088 176 53 2912 2824 97 2727 2667 244 123 68 2423 60 55 121 55 88 59 2379 180 116 100 2199 159
is_linear=0
shrinkage=0.1


Tree=51
num_leaves=31
num_cat=0
split_feature=1 2 2 2 3 3 2 2 2 4 1 4 4 4 1 0 2 3 2 3 4 2 0 2 1 0 2 4 0 2
split_gain=1.1799 2.64579 1.48747 0.858906 1.67806 0.85126 2.81734 2.75796 2.23918 1.62148 1.45032 0.869955 3.42961 4.11789 2.31853 2.13419 5.77278 2.12885 2.00574 2.11001 4.61929 6.97671 2.89332 3.10036 3.09788 2.27451 1.99791 1.89752 1.88511 1.76935
threshold=83.740093847200015 0.20949500000000004 0.22598000000000004 0.36215000000000008 0.09450500000000002 -0.27453499999999997 -0.031449999999999999 -0.23349 -0.2351 48.86568841230001 61.93938686740001 37.828051409500013 37.038444968100009 36.893814626400008 71.397382570300024 93.953546284800012 -0.046635000000000003 0.094175000000000023 0.26941000000000009 0.10507500000000002 40.206947806850003 -0.054619999999999995 87.170566421650008 -0.056724999999999998 61.966271448700006 86.329079026800017 -0.116995 38.064633603500006 102.03236296680001 -0.087234999999999993
decision_type=2 2 2 2 2 2 2 2 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 6 7 8 9 -1 -9 12 13 14 -7 -14 -17 -16 19 27 21 -21 23 24 -22 -25 -19 -13 -28 -26
right_child=1 2 -4 4 -6 11 -8 10 -10 -11 -12 18 15 -15 17 16 -18 26 -20 20 22 -23 -24 25 29 -27 28 -29 -30 -31
leaf_value=-0.11412375389974863 -0.10807912749355808 0.15878273662605011 -0.10122544049785871 -0.13498509201056144 0.026416207943106014 0.018635378555403485 -0.16431837057102822 0.10343416407188794 -0.16563669887657961 0.057754786379165618 -0.0086447773482358631 -0.070986092019724584 0.082667812888711889 -0.1229708185131323 -0.11915700359343806 -0.13227039195685783 0.080075833556614892 0.085677104699326989 -0.07955952097645963 -0.1900587337433623 0.054724013110770423 -0.016044771249933591 0.029825117915972605 -0.1596461850980978 -0.091192911433382456 -0.025862953585248878 -0.12574521507773828 0.0049368004708894462 0.031014036762784331 0.0068742143943066178
leaf_weight=0.8937426484189922 2.7078254347434263 0.7227437477558849 0.31632531597279012 1.3350490140728646 1.2447545006871221 29.828772828448564 1.3177292412146915 2.2058250554837278 1.4925442067906263 1.4223877787590025 2.4225394707173109 3.33729632385075 9.486383153125642 2.6376005159690967 2.500155864050611 1.9834382571279991 3.6111436486244202 1.6027135178446767 3.1781232152134171 3.6427567438222468 5.3587893955409509 6.2691784212365729 15.240160038694738 2.6492157950997379 3.9185847127810094 2.4424681589007378 1.6306036692112686 241.81107727391645 1.4486690461635587 3.4680430218577412
leaf_count=46 693 2 62 43 11 224 67 33 27 4 26 36 44 28 67 46 15 11 42 51 17 38 88 33 27 12 24 2183 17 17
internal_value=-0.000200217 -0.0560252 0.0796281 0.000383439 -0.057109 0.0008003 -0.0283328 -0.00709399 -0.0701209 -0.00856928 0.0447708 0.00162154 0.0131894 -0.00224937 0.0063539 0.0537786 0.00479306 -0.0446534 -0.000551716 0.000319731 -0.0201154 -0.079997 -0.00217127 -0.0295092 -0.0031582 -0.0954707 -0.00486881 0.00390323 -0.0519965 -0.0451501
internal_weight=362.127 3.74689 1.03907 358.38 2.5798 355.8 9.75477 8.43704 3.80867 2.31613 4.62836 346.045 54.7295 39.6485 37.0109 15.081 5.59458 7.18214 291.316 288.138 42.9892 9.91194 33.0773 17.8371 12.7454 5.09168 4.68199 245.148 3.07927 7.38663
internal_count=4034 757 64 3277 54 3223 203 136 77 50 59 3020 476 371 343 105 61 119 2544 2502 283 89 194 106 61 45 52 2219 41 44
is_linear=0
shrinkage=0.1


Tree=52
num_leaves=31
num_cat=0
split_feature=0 1 1 2 2 2 1 1 0 2 1 1 0 4 1 1 4 4 1 2 3 2 1 0 3 3 2 4 2 0
split_gain=1.17931 1.4645 1.05824 2.36291 0.854085 3.7821 1.64172 1.27986 2.09873 1.96803 1.03238 5.77819 3.70884 2.45809 1.73099 3.15257 1.55447 1.49365 4.42481 4.41497 4.33356 2.66105 5.99852 3.54694 3.12071 5.92846 5.72461 3.48493 3.86686 3.31139
threshold=67.04476885710001 55.513971935650012 83.740093847200015 0.20949500000000004 -0.58559499999999998 -0.54526999999999992 64.407391431150018 78.285212300550015 86.135510041400025 -0.59681499999999998 58.167480110400007 60.613977009100005 81.446839061900008 48.96897326980001 57.041016153700006 55.917240655200011 35.171584490050009 39.458743938000005 62.272755675600003 -0.14429 0.093580000000000024 -0.16276499999999997 62.084563606450011 95.620390325650007 0.09117500000000002 0.091645000000000018 -0.12546499999999997 43.680097826700013 -0.116995 101.55650587770002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 8 -3 -10 13 16 -13 14 15 -7 -12 18 -14 20 -20 22 -19 -24 27 -26 -27 28 -23 -30
right_child=1 2 3 -5 5 10 -8 -9 9 -11 11 12 17 -15 -16 -17 -18 21 19 -21 -22 24 23 -25 25 26 -28 -29 29 -31
leaf_value=0.11561057117690313 -0.10322414516964651 0.068344552457128754 -0.10755823171225171 0.076014537459310721 0.03316421694710267 0.049573933658557667 -0.12535087718190219 0.066462322235782051 -0.04949057124961851 0.036363958374069721 0.0053791630659574706 -0.11694157331863274 0.065791593655588926 -0.040357702023292696 0.081975174119675587 -0.11425602828207003 -0.14866415763125049 -0.11820113126548654 -0.17528872642633048 0.010394461409722269 -6.0095364246436852e-05 0.057962831557797481 0.085806078439456757 -0.044837228857796993 -0.13194842287365458 -0.11868398898812844 -0.0071309351691707205 -0.043042490419822638 -0.0029617928419211092 0.0625192286095968
leaf_weight=0.87718172837048669 1.3819888341240574 4.0395674388855722 2.4614099182654168 0.98049287265166629 0.80864375829696555 4.6989620914682764 3.4026567763648927 4.65710720187053 6.7924312404356897 4.3992128474637848 0.81611759215593238 2.6559811541810623 13.372668676078318 4.3903296589851371 6.6127215186133981 1.566016641911119 3.3199604819528759 2.1539045497775069 2.6372068729251614 66.391371907200664 3.0362574635073543 14.697879376821204 11.103996670804916 2.5566487396135917 4.5465926714241496 4.9199716951698056 70.793091564439237 13.828767984407021 86.87771542463453 8.4763723425567132
leaf_count=15 147 20 693 64 3 35 103 38 49 23 33 151 57 33 42 59 63 16 52 480 24 65 98 47 50 38 435 382 657 62
internal_value=-0.000197374 -0.000480832 -8.30943e-05 -0.055264 0.000454103 -0.000745862 -0.0949132 0.0205858 0.0065585 -0.0157429 0.000457853 -0.000858703 0.00071773 0.0242595 0.0462892 0.00862241 -0.118269 0.00174101 0.0129622 0.00315893 -0.0815119 -0.00261766 0.0369004 0.0613556 -0.00567908 -0.0210399 -0.0143799 0.00427289 0.0102184 0.00285905
internal_weight=359.253 358.376 356.994 3.4419 353.552 333.664 4.2113 19.8883 15.2312 11.1916 329.453 312.185 308.048 17.268 12.8777 6.26498 4.13608 305.392 85.4375 72.0648 5.67346 219.955 15.8145 13.6606 204.14 80.2597 75.7131 123.881 110.052 95.3541
internal_count=4034 4019 3872 757 3115 2985 106 130 92 72 2879 2710 2614 169 136 94 96 2463 613 556 76 1850 161 145 1689 523 473 1166 784 719
is_linear=0
shrinkage=0.1


Tree=53
num_leaves=31
num_cat=0
split_feature=1 1 1 2 2 2 2 2 2 1 1 4 2 0 1 0 0 4 0 4 2 2 2 0 1 2 2 2 2 0
split_gain=0.999085 0.990916 0.924839 2.09725 1.28519 0.803374 1.02527 1.04273 3.30344 1.4982 1.2239 1.72769 2.51678 0.859068 2.05231 3.69691 2.95675 2.16655 1.96671 8.0214 2.37616 8.06786 3.60042 3.61097 4.00652 2.98187 2.7836 2.30608 1.89085 1.80359
threshold=54.879495816850003 54.927888063200008 83.740093847200015 0.20949500000000004 0.22598000000000004 -0.69416999999999995 -0.63113999999999992 -0.58559499999999998 -0.54526999999999992 64.407391431150018 78.285212300550015 42.865207177650007 -0.59681499999999998 85.995710218650018 64.665483411650015 88.872360418250011 88.606203063300015 41.975471476700008 85.812895065800021 40.636252116050009 -0.010319999999999999 0.18145000000000003 -0.018034999999999999 85.732241321850012 58.167480110400007 -0.13734499999999997 -0.053159999999999992 -0.059424999999999999 -0.089795 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=-1 -2 5 -4 -5 -3 -7 10 9 -9 11 12 -8 18 16 -16 -15 -18 20 -20 22 -22 23 24 25 -10 27 29 -21 -26
right_child=1 2 3 4 -6 6 7 8 13 -11 -12 -13 -14 14 15 -17 17 -19 19 28 21 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.10263970759708799 0.10713033154366756 0.067980652931349 -0.10705438331319866 0.14496954931265091 -0.10119533878995457 -0.067207763280685118 -0.075303491912256645 0.03012394519621045 0.0046659623979095491 -0.12308277234642027 0.070552749214161395 0.066966962144235448 0.037689822801528522 0.0082458955714822812 -0.1668217266082602 -0.0024816139913558981 0.10619225353798289 0.018601488813707965 0.029600503089430102 -0.065437102343673642 -0.16021556851843954 0.043189388138169339 0.098189449613675941 0.052367725738015992 -0.046242501438671257 0.11685764397931374 -0.16033863787131744 0.096032007073403661 -0.1704644570086889 0.049326225932816624
leaf_weight=0.94927293132059176 0.86271025519817968 1.7459782734513272 2.2371295281918715 0.67798967100679863 0.30863494472578168 2.2566377497278145 3.8610609583556643 0.80161616206169073 11.929494658252223 3.1326828058809042 4.3685658555477849 3.4804055988788605 4.0274006193503729 83.8638786803931 1.3811696367338289 153.28677986050025 5.6929076239466649 5.6034656167030334 7.4351929202675802 3.2827257663011551 3.6934618325904003 4.1310183689929545 3.9390675323083988 10.129692200571297 20.469176815357059 2.9560315534472457 1.7403861740604103 1.3820738280192042 3.5874325856566429 2.1855747662484637
leaf_count=125 15 12 693 2 62 23 29 3 149 103 29 15 22 448 25 1535 41 34 26 24 72 39 21 40 349 10 33 8 34 13
internal_value=-0.000186666 8.77194e-05 -0.000173451 -0.0534901 0.0679645 0.000317124 -2.17543e-05 0.000415981 -0.000781092 -0.0918668 0.025565 0.00827812 -0.0176155 0.000315847 0.00316017 -0.00394916 0.0147153 0.0627436 -0.00892928 -0.0423797 -0.00127982 -0.0528257 0.00608925 -0.00105333 -0.0143613 0.0269455 -0.0382147 -0.0293723 -0.12028 -0.0370227
internal_weight=355.4 354.45 353.588 3.22375 0.986625 350.364 348.618 346.361 330.624 3.9343 15.7374 11.3689 7.88846 326.69 249.828 154.668 95.1603 11.2964 76.8613 14.3054 62.556 7.82448 54.7315 50.7924 40.6627 14.8855 25.7772 24.0368 6.87016 22.6548
internal_count=4034 3909 3894 757 64 3137 3125 3102 3007 106 95 66 51 2901 2083 1560 523 75 818 84 734 111 623 602 562 159 403 370 58 362
is_linear=0
shrinkage=0.1


Tree=54
num_leaves=31
num_cat=0
split_feature=2 3 0 1 2 2 2 0 0 3 0 2 3 2 2 3 3 4 2 1 2 0 0 0 2 2 1 4 4 4
split_gain=0.912956 1.4524 0.847364 1.21064 0.71656 5.16178 2.98712 3.295 2.88435 2.96321 2.56196 2.58357 2.46941 2.34185 3.7594 5.00409 8.50838 2.45413 3.1928 7.72199 6.64586 11.1107 3.18373 3.17793 2.19254 3.6452 3.54849 4.38549 3.50293 4.65977
threshold=0.36215000000000008 0.09450500000000002 67.04476885710001 55.513971935650012 -0.079634999999999997 -0.077085000000000001 -0.08262499999999999 86.89903215050002 102.21786657775002 -0.25095999999999996 78.626646483100004 -0.076484999999999984 -0.55648999999999993 -0.075639999999999999 -0.06828999999999999 -0.14860999999999999 0.082535000000000011 42.779078631750004 -0.053159999999999992 70.641925835650014 -0.041369999999999997 95.262825394300009 86.329079026800017 87.818484831100008 -0.0034049999999999996 0.048475000000000011 61.987779113750001 41.481306584950012 41.872294782850005 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=2 -2 -1 -4 6 -6 8 -8 9 12 -7 -12 -5 -13 15 -15 -17 18 19 22 21 -20 -16 -19 28 26 -26 -28 -22 -30
right_child=1 -3 3 4 5 10 7 -9 -10 -11 11 13 -14 14 17 16 -18 23 20 -21 24 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.10028618651636892 -0.12757890554529114 0.020010187695427162 -0.10270281361614227 0.018707778138243418 0.0742999359387745 -0.12583328468627128 -0.0031249338475548148 -0.10468802909171654 -0.073822054081885233 0.0049474266751630943 -0.10062937231582443 0.082947568017072273 -0.094674715449655375 0.07843148950401875 0.015360444348393369 -0.25848419425129332 -0.035279842813576913 -0.13946477845741287 -0.21090478665054763 -0.093823279719958838 0.049373768817863012 0.037935471538698938 0.10246731627944505 -0.010501377278046202 -0.18921504226312261 0.011831911552028548 0.006909679890961546 -0.15430448856523904 -0.094646880831694716 0.077236776066548996
leaf_weight=0.84512361232191224 1.4213554989546531 1.2559499891940502 1.1432696878910054 2.9298003618605435 10.14116865035612 1.5855535860173393 6.8603749861940724 5.977728690719232 5.1914506413741028 158.67947485833429 2.4159413389861575 3.6303768288344136 5.5780999734997732 2.5926554948091516 6.5079493261873784 2.079871334601191 9.5471212426200491 2.3850888190791002 3.6631395826116195 3.3394132552202782 24.992027527536262 3.5170831684954464 11.811088055372236 9.6085569130955246 1.6030096467584432 46.309125571395271 7.6339561503846181 2.1661757392575964 4.3010766898514694 2.4905176982283592
leaf_count=15 84 25 146 39 101 51 47 101 557 1433 26 13 109 7 30 27 72 45 28 59 144 20 43 241 13 386 72 45 48 7
internal_value=-0.000170747 -0.0583434 0.000274845 3.24401e-05 0.000370401 0.00522081 -0.00388041 -0.0504151 -0.000414688 0.00186473 0.000617417 0.00194877 -0.0556301 0.00362124 0.00162892 -0.0471945 -0.0752073 0.00695587 0.0113245 0.0460283 0.00354984 -0.0890155 0.0715221 -0.0361474 0.0109763 -0.000639214 -0.0512855 -0.0287244 0.0320677 -0.0316161
internal_weight=352.204 2.67731 349.526 348.681 347.538 162.321 185.217 12.8381 172.379 167.187 152.18 150.594 8.5079 148.178 144.548 14.2196 11.627 130.328 118.335 21.6585 96.6761 7.18022 18.319 11.9936 89.4959 57.7123 11.4031 9.80013 31.7836 6.79159
internal_count=4034 109 3925 3910 3764 1478 2286 148 2138 1581 1377 1326 148 1300 1287 106 99 1181 895 132 763 48 73 286 715 516 130 117 199 55
is_linear=0
shrinkage=0.1


Tree=55
num_leaves=31
num_cat=0
split_feature=2 3 1 0 0 2 2 1 2 0 1 0 3 1 1 0 1 0 3 0 0 3 4 3 3 1 0 4 3 4
split_gain=0.78191 1.31414 0.733814 6.45271 6.3173 3.45115 2.21255 3.30671 2.17262 2.10686 4.1969 5.64989 3.05668 3.15289 3.79211 2.02726 3.82177 4.52964 2.75874 2.80886 4.47261 4.10556 3.11784 2.20625 2.01907 1.93834 1.78799 1.69415 4.06486 3.30089
threshold=0.36215000000000008 0.09450500000000002 66.590419433100024 90.297243227400017 89.953120586650016 0.20949500000000004 0.13747000000000004 61.853356207250009 0.11704500000000002 91.937202686950016 67.940025414550021 90.767723400200012 0.12535000000000004 68.20618276945001 68.910558799650019 93.399723909900004 69.873026810350026 93.692765846100016 -0.10747999999999999 93.953546284800012 94.773526014550015 0.090390000000000012 40.340071172300007 0.092650000000000024 -0.092630000000000004 70.206395618550019 95.117648655250022 38.121007182500009 -0.11223 40.241071441700008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 8 -8 27 10 11 -4 13 -11 -15 -16 -17 -18 -19 -20 21 -21 -23 -24 -22 -26 -27 28 -1 -29
right_child=1 -3 9 -5 -6 -7 7 -9 -10 12 -12 -13 -14 14 15 16 17 18 19 20 24 22 23 -25 25 26 -28 29 -30 -31
leaf_value=-0.13255625843937374 -0.1252654799134795 0.018093817966762491 0.06285722794483993 0.074119452687136364 -0.16103850708821527 0.09667272169844858 0.024417767902459434 -0.13659488362323682 0.085098404509689307 -0.10006669634752106 -0.15223464458188193 -0.10091225583144584 -0.10462638083944616 0.078955295097108372 -0.076662053347865841 0.070302966707360567 -0.15415989031324939 -0.091437333712287502 0.064794337803059487 -0.12247785615308629 0.10743864050635672 -0.097213903838494861 0.12219955178103932 -0.029635811516758703 0.15637001447506546 -0.073446462038288585 0.0044460054374407766 -0.039528140885298824 0.040347628485935726 0.0026151318721197429
leaf_weight=1.4681698898784841 1.3086365568451577 1.250382936093956 4.6442454643547517 12.395418070256708 2.4166390486061564 3.74839885206893 2.3019837578758588 2.8603527564555407 3.0640312358736983 3.0456446567550293 2.8187525356188408 3.8552422476932406 2.8219482123386106 6.2374269235879174 3.4375359099358311 7.5135264499112955 1.9566351734101761 3.2544086014386115 6.6871945802122488 5.5684938291087729 1.8968637322541173 2.2484384197741747 2.0420010611414914 1.8010808713734148 0.81847909837962518 3.0516775157302609 85.88665237929672 21.744794807396829 18.40014329040423 127.92191969091073
leaf_count=96 84 25 20 63 20 25 20 26 18 28 74 48 62 25 28 34 18 194 35 148 14 24 10 30 2 77 1399 116 154 1117
internal_value=-0.000144247 -0.0552175 0.000263184 0.00428363 -0.000422841 0.00171561 -0.00028672 -0.0647963 0.00164272 -0.00501338 -0.0464939 -0.0114262 -0.0016179 0.000528227 0.00284224 -0.000920746 0.00120077 -0.00330572 -0.000699517 0.00198499 -0.00208048 -0.0604152 -0.00368124 0.0510411 0.00534075 0.00318308 0.00177334 0.000134417 0.0275709 -0.00350778
internal_weight=348.467 2.55902 345.908 196.322 183.926 181.51 177.761 5.16234 172.599 149.586 11.3182 8.49949 138.268 135.446 132.4 126.163 122.725 115.212 113.255 110.001 103.314 11.66 6.09152 3.84308 91.6537 89.7568 88.9383 169.535 19.8683 149.667
internal_count=4034 109 3925 1655 1592 1572 1547 46 1501 2270 142 68 2128 2066 2038 2013 1985 1951 1933 1739 1704 212 64 40 1492 1478 1476 1483 250 1233
is_linear=0
shrinkage=0.1


Tree=56
num_leaves=31
num_cat=0
split_feature=4 3 1 0 0 4 1 3 0 0 1 0 2 4 4 4 4 2 0 0 3 3 4 4 4 2 1 2 1 2
split_gain=0.761921 0.811243 0.725176 5.06031 4.92922 3.0733 4.08947 2.74169 2.51638 3.60493 6.02746 2.35202 4.34757 2.10802 2.68122 2.52384 3.63282 2.99062 2.34854 1.86651 1.82185 2.94607 2.12841 2.30986 2.27768 1.96126 4.01091 3.35933 4.43757 3.1456
threshold=29.342080195300003 -0.22900999999999999 66.964115113200009 90.297243227400017 89.953120586650016 38.400997490450003 65.020359884900017 0.12535000000000004 91.937202686950016 90.633300493650012 67.649671936450019 81.87699236280001 -0.2351 43.680097826700013 43.384297312450009 48.86568841230001 49.122847560300009 -0.51146999999999998 96.741477366050006 97.674372337300014 0.10507500000000002 0.10828500000000003 42.047301293400004 42.824128352900011 40.241071441700008 -0.0034049999999999996 62.132955852800002 0.11704500000000002 61.987779113750001 -0.026144999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 20 8 9 10 -4 12 -2 14 -10 18 -17 -18 -15 -20 25 -22 24 -24 -23 29 27 28 -27 -7
right_child=2 -3 7 -5 -6 6 -8 -9 13 -11 -12 -13 -14 15 -16 16 17 -19 19 -21 21 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.034185509643761776 0.11149413800712563 -0.12703523109488327 0.11933629353250873 0.06304016729460761 -0.13954949236623324 0.0024371230205266197 -0.12611477317477734 -0.10177585364294434 0.001822305939239089 -0.10981522649873642 -0.13789325903317082 0.048530655298233832 -0.10027579671474683 -0.13153901109853866 0.099187642125656172 0.14308489347905351 0.13088445574906624 -0.10896614500665934 0.033820006662298389 -0.10603461949506102 -0.10069464383748679 -0.04517749908863445 -0.11680388713493479 0.0059458474075856534 0.033422777556756288 -0.15971536880974854 -0.15091522316813691 0.056928755737813357 0.017845561945108706 0.058947145951899149
leaf_weight=0.46709000680129975 1.4326845942996467 0.94066965440288075 2.3278813064098345 13.574346147477625 2.504769653081893 103.46188504528254 2.6731828982010475 2.8804563373560077 118.77625679643825 5.0885755745694041 1.4965930809266863 20.544447617605329 2.9981329338625073 3.6965123363770527 2.897273252834565 1.5650866865180431 0.69742571143433441 2.0417411720845853 2.4345236187800765 1.5694896443746982 4.3079453632235554 5.4623922482132974 3.3580550402402869 2.8207079526036978 11.341610014438627 2.4482157677412015 2.3700470700860015 4.6070865755900741 3.3110896088182926 10.886881366837768
leaf_count=48 11 59 6 72 20 834 42 64 1418 69 55 110 129 154 34 9 7 237 17 215 28 30 33 19 46 123 23 34 16 72
internal_value=-0.000124694 -0.0735427 0.000176128 0.00411303 -0.000221778 0.00169546 -0.00348628 -0.00518514 -0.00323393 -0.0546808 0.0186772 0.0342792 -0.031801 0.000196307 0.00414076 -0.0397824 0.0215465 -0.0478972 -0.0740625 -0.0210001 -0.00136283 -0.0248055 -0.0105806 -0.0607666 0.00787258 0.00367132 -0.0335518 -0.00671919 -0.0576336 0.00781731
internal_weight=344.983 1.40776 343.575 198.103 184.529 182.024 157.049 145.472 142.591 8.91305 3.82447 24.9753 4.43082 133.678 121.674 12.0048 4.30425 2.73917 7.70053 4.00401 154.376 27.2907 22.9828 6.17876 16.804 127.085 12.7364 10.3664 5.75931 114.349
internal_count=4034 107 3927 1642 1570 1550 1300 2285 2221 130 61 250 140 2091 1452 639 253 244 386 232 1258 156 128 52 76 1102 196 173 139 906
is_linear=0
shrinkage=0.1


Tree=57
num_leaves=31
num_cat=0
split_feature=1 2 1 1 0 4 1 1 0 0 0 0 2 1 1 1 1 1 1 2 0 4 4 4 3 3 3 0 4 2
split_gain=0.722187 1.95662 0.676029 1.46323 3.11634 1.99592 1.04053 2.04793 1.64614 1.08389 2.14814 1.70435 1.3183 1.07332 2.00766 1.0473 3.51017 4.18483 2.27372 2.62166 2.09231 1.25264 1.2005 2.91166 2.15526 1.68711 5.26198 1.11098 2.78562 1.64093
threshold=83.740093847200015 0.20949500000000004 83.116371560950014 81.479100559500012 104.91170162450001 42.402981339000007 80.468240302450013 78.895492296100016 103.80405687475002 102.03236296680001 100.15850764985002 101.55650587770002 -0.076484999999999984 77.946466576100008 77.086159974350025 75.408562100950022 73.037342029850024 74.739136026450012 75.634392583900009 -0.088224999999999984 96.959242474650011 41.092444989200011 47.927946529500012 45.295823381400005 -0.25095999999999996 -0.11303999999999999 0.076130000000000017 75.462331263550013 44.952171034750002 -0.10946499999999999
decision_type=2 2 2 2 2 2 2 2 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 -6 7 9 -9 10 13 -12 -11 14 15 16 22 -18 -17 -20 -19 -21 23 27 -24 -26 -27 28 -1 -29
right_child=1 -3 -4 4 5 -7 -8 8 -10 12 11 -13 -14 -15 -16 18 17 20 19 21 -22 -23 24 -25 25 26 -28 29 -30 -31
leaf_value=-0.10219572501526389 -0.1069778658247514 0.0735953207790149 0.042030399147517494 -0.12230858835568044 -0.10330910705561858 0.16239477905472577 0.029983337878810763 -0.10560452358984618 0.052823170722163075 -0.032829182909475334 -0.091248016731207374 0.009982924359674801 0.092614106206665742 0.054604007146683231 -0.084135040582016374 0.077389564598952104 -0.14328529558644126 0.04167207927912444 -0.084457706060120208 -0.011049277587545274 -0.058174063138081739 0.080523619262559756 -0.034424479163480411 -0.098694005522652423 0.10655053045608309 -0.11596040282080818 0.071758377085656619 0.016841592555328463 0.13004156774710374 -0.0021564007464864483
leaf_weight=2.6165756052359934 1.9259651842294254 0.87163938279263664 3.8380498159676781 2.6536972492467608 0.43460299307480432 0.80893646623007953 11.581934574525802 3.1086272504180665 0.83121593948453654 1.2253455985337498 4.563015036750584 2.6170241078361869 2.6485743038356295 3.6885295198298982 2.7879308564588419 5.5786556825041762 3.5981267979368559 3.7167784741613996 2.7832235242240122 3.1040562922134987 4.8211142066866159 2.8795809950679541 3.9885867014527312 2.9255809667520216 3.6978674121201029 1.9912551324814547 5.970781690441072 59.819666019175202 0.64350612997077394 189.45809479895979
leaf_count=338 693 64 27 123 38 15 88 70 27 32 74 25 28 56 62 25 83 22 23 26 47 29 21 126 11 28 41 421 6 1365
internal_value=-0.000118128 -0.0507173 0.000300207 -0.000178543 -0.0610949 0.0695343 0.000539463 -0.000529343 -0.0721799 0.00036647 -0.000287822 -0.0543508 0.0529356 0.000988772 0.000330404 0.0011217 -0.000213353 -0.0528292 0.0274819 -0.0042761 -0.0147083 0.0330195 0.00214194 0.000494996 0.0290285 0.0507343 0.0248111 0.00164407 -0.0563545 0.00240258
internal_weight=341.179 2.7976 338.381 334.543 3.89724 1.24354 330.646 319.064 3.93984 315.124 311.25 7.18004 3.87392 304.07 300.381 297.593 283.248 12.136 14.3455 8.76686 8.53789 5.98364 271.112 255.463 15.6485 11.6599 7.96204 252.538 3.26008 249.278
internal_count=4034 757 3277 3250 176 53 3074 2986 97 2889 2829 99 60 2730 2674 2612 2509 152 103 78 69 55 2357 2256 101 80 69 2130 344 1786
is_linear=0
shrinkage=0.1


Tree=58
num_leaves=31
num_cat=0
split_feature=2 2 2 0 4 0 3 2 2 1 0 2 2 0 4 4 1 3 0 2 1 0 2 2 3 3 2 0 2 0
split_gain=0.702995 4.39102 2.37648 2.89582 2.35856 2.24923 2.13105 2.7575 3.14691 3.02305 2.12066 2.02065 2.01849 2.01827 1.90745 3.34011 1.83975 3.065 1.82101 1.77481 1.7229 1.64236 1.59463 2.85847 4.02361 3.61119 2.8251 6.29314 4.84039 2.48432
threshold=-0.079634999999999997 -0.077085000000000001 -0.08262499999999999 86.89903215050002 37.038444968100009 102.21786657775002 -0.23921499999999998 -0.11103999999999999 -0.23349 58.167480110400007 86.420486603250012 -0.076484999999999984 -0.086139999999999994 84.226704768850013 42.779078631750004 43.157831852650006 57.041016153700006 -0.55648999999999993 87.818484831100008 0.096390000000000017 64.94239459915002 67.840552463750015 -0.075639999999999999 -0.06828999999999999 -0.14860999999999999 0.092075000000000032 -0.053159999999999992 94.354126546200021 -0.044409999999999998 86.329079026800017
decision_type=2 2 2 2 2 2 2 2 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 10 -5 6 7 8 16 -10 -4 -3 -7 21 22 -16 -1 -18 -17 -20 -21 -13 -15 24 -24 -26 27 29 -28 -25
right_child=1 11 3 4 -6 12 -8 -9 9 -11 -12 13 -14 14 15 18 17 -19 19 20 -22 -23 23 26 25 -27 28 -29 -30 -31
leaf_value=-0.14526613381196496 0.070063128993112178 -0.091896731120935368 -0.06360616924544088 0.025008230554653427 -0.13371642289439958 -0.10899153545733534 0.0038673003483644577 -0.14989902183844772 0.1221468248879736 -0.034365709209081642 0.048308135469930708 0.09860995203944313 0.040594008899547174 0.080045156064513234 -0.12824325527927072 -0.13137344021364958 0.08886543350445178 -0.13838742527102582 0.041331683038949116 0.10874155762332816 -0.11218793341221621 -0.063574841844657282 0.074690741692447368 0.019313697378323717 -0.14812687659671714 -0.02324817530181976 -0.09228044582299362 -0.085813060071815536 0.0095422268088987561 0.097957581161661769
leaf_weight=2.1781296513508996 9.6565834544599038 2.3304728996008626 3.1216065725311619 1.1889206198975442 4.4038688463624567 3.4393293431494385 150.24658661172725 1.9288117308169592 2.2448187801055601 2.740914600668475 3.7001099213957787 0.6875946968793859 1.2228120532818127 3.0146895069628945 2.8460233419900751 0.99200496124103477 1.2608190085738886 1.121305678272621 5.7348101552342996 0.44710314273834262 1.6767575225094331 6.7912420505890623 2.5268859714269647 6.3738155588507714 3.5285571520216727 6.736638278933242 4.9323417311534277 3.1035549277439705 87.328425233368762 10.862002551555632
leaf_count=43 101 26 35 10 91 535 1427 28 24 40 12 22 22 11 41 18 14 58 125 2 102 204 7 27 34 50 33 57 790 45
internal_value=-0.000122325 0.00470257 -0.00442834 -0.0466345 -0.0999746 -0.00127917 0.000694935 -0.0408428 -0.0188075 0.0361038 -0.00290367 0.000492398 -0.0697574 0.00195131 0.00465319 -0.0340071 -0.0788421 -0.0181063 -0.00370446 0.0124113 -0.0656791 -0.0486638 0.00817478 0.00644687 -0.0383482 -0.066174 0.0115359 0.0452714 0.0040987 0.068875
internal_weight=338.368 159.57 178.798 12.4145 5.59279 166.384 161.721 11.4748 9.54599 4.98573 6.82172 149.913 4.66214 147.582 140.104 11.6967 4.56025 2.38212 8.85068 7.85867 2.12386 7.47884 128.407 125.392 12.7921 10.2652 112.6 20.3394 92.2608 17.2358
internal_count=4034 1695 2339 148 101 2191 1634 207 179 64 47 1594 557 1568 1342 288 115 72 247 229 104 226 1054 1043 91 84 952 129 823 72
is_linear=0
shrinkage=0.1


Tree=59
num_leaves=31
num_cat=0
split_feature=2 3 2 2 2 0 4 0 2 3 3 1 2 0 3 3 1 1 2 1 0 1 2 4 4 2 1 1 4 4
split_gain=0.618303 1.12027 0.701191 3.63068 2.01269 2.57437 2.13726 1.97124 1.8435 1.8165 2.07426 1.74413 1.71735 1.64395 3.92585 4.00617 2.77603 5.02388 3.90665 2.74284 2.51011 3.21121 3.18225 3.10329 2.26472 1.59668 1.54407 1.9725 1.42535 2.38078
threshold=0.36215000000000008 0.09450500000000002 -0.079634999999999997 -0.077085000000000001 -0.08262499999999999 86.89903215050002 37.038444968100009 102.21786657775002 -0.086139999999999994 -0.25095999999999996 -0.27511499999999994 61.998532946250002 -0.076484999999999984 86.329079026800017 0.10507500000000002 0.11768500000000003 63.705703859100005 65.29995953045001 -0.067109999999999989 62.132955852800002 85.764502819450016 61.987779113750001 -0.018034999999999999 40.720231579350006 42.388109226950007 0.18145000000000003 81.479100559500012 87.030766598900016 47.927946529500012 45.295823381400005
decision_type=2 2 2 2 2 2 2 2 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 7 11 -7 9 -9 10 -1 -6 -5 14 19 -16 18 -18 -15 20 21 25 23 -22 -20 -14 -19 -28 29 -11
right_child=1 -3 3 12 5 6 -8 8 -10 28 -12 -13 13 16 15 -17 17 26 24 -21 22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.018009640939977395 -0.12083755359927442 0.016967036644408306 0.06584849855035993 -0.084965423180315122 0.047806660081754902 0.022740425275975334 -0.1301687392585755 -0.10820393195749377 0.036437759543168885 0.0021748527308355077 -0.13942426739859934 -0.053937713295258274 -0.02164522596095915 -0.052154508779663301 -0.19691115199338294 -0.027125002196006401 -0.12490022882011756 0.0074449717795372281 0.069332157908043993 -0.10612114777528794 -0.00092603125864124548 0.10213125947121784 0.03134487566237492 -0.12870909811648382 -0.0046795882817704058 0.066753977531922012 -0.11697606997057944 0.058705120572342 0.038357309010388113 -0.093534055902521854
leaf_weight=6.0792527641169727 1.1660353934857988 1.1939779068343339 9.2680323020322231 2.271711152046918 3.3972160890698415 1.1773731852881608 4.0877718382398598 3.1335337118944153 1.2258860515430559 139.91560176690109 1.8308529641944904 3.3425830584019423 7.2409729476785341 4.2294206023216274 2.2033277368172994 3.7634482830762863 3.1217727810144416 73.143706938251853 17.966368868947033 2.3041797941550604 3.6943333819508553 4.8770039323717347 5.8679094351828081 3.914158508181572 5.3701819702982894 2.8464625454507768 2.1593402766156937 0.90776456508319814 10.628990931203587 2.6482483877334735
leaf_count=124 84 25 101 26 21 10 91 535 22 1215 44 26 174 23 28 29 25 583 102 52 16 20 27 27 26 18 105 204 120 131
internal_value=-0.000115009 -0.0511195 0.000246882 0.00515742 -0.00404613 -0.0435827 -0.0959757 -0.0011776 -0.0675301 0.000617887 -0.046112 -0.00265316 0.00130165 0.00266628 -0.0155909 -0.0898213 0.00893628 -0.000562921 0.0362742 -0.00118482 0.00731676 0.0355092 -0.0239886 -0.0666635 0.0523007 0.00329917 0.00453022 -0.0649801 0.00303078 0.000396976
internal_weight=334.977 2.36001 332.617 155.15 177.467 12.0049 5.26515 165.462 4.35942 161.103 7.91011 6.7398 145.882 143.61 36.7118 5.96678 106.899 79.3326 27.566 30.745 28.4408 14.9644 13.4764 7.60849 23.3366 10.0874 76.2108 3.0671 153.193 142.564
internal_count=4034 109 3925 1586 2339 148 101 2191 557 1634 168 47 1485 1459 391 57 1068 917 151 334 282 212 70 43 128 192 892 309 1466 1346
is_linear=0
shrinkage=0.1


Tree=60
num_leaves=31
num_cat=0
split_feature=1 0 4 3 4 4 2 4 0 4 2 2 2 2 2 0 2 2 1 2 2 1 3 2 3 3 3 3 1 1
split_gain=0.684037 0.750063 0.619088 0.800042 0.627267 2.4165 3.58246 2.25205 1.5051 1.43891 1.37678 4.72067 2.8082 4.94355 3.21236 2.37432 4.62436 2.49098 2.84126 5.62277 3.79689 1.95153 2.12116 1.78056 3.86779 3.53408 3.0087 3.14563 2.95922 3.07074
threshold=54.879495816850003 67.04476885710001 29.342080195300003 -0.22900999999999999 41.243661560350013 41.32819714970001 -0.074999999999999997 41.147265497500008 103.48144189910001 40.844669808050007 -0.059424999999999999 -0.032369999999999996 -0.06828999999999999 -0.072524999999999992 -0.079634999999999997 86.565663342300013 -0.010319999999999999 0.15607500000000005 64.407391431150018 0.04932000000000001 0.086310000000000026 62.036171360100006 0.087795000000000026 -0.11572 0.12201500000000003 0.085035000000000013 0.092650000000000024 0.09914000000000002 62.036171360100006 71.504920895500007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 7 6 -6 8 -4 -10 12 -12 13 14 23 16 -13 18 -17 -20 -21 -16 -23 24 25 -7 -27 -28 -25 -30
right_child=1 2 4 -5 5 10 -8 -9 9 -11 11 15 -14 -15 21 17 -18 -19 19 20 -22 22 -24 28 -26 26 27 -29 29 -31
leaf_value=-0.10209322152969912 0.11007666551764637 0.043329689022283284 0.00334880845570527 -0.12523796043492827 -0.13840362047127294 -0.0092868383801531593 -0.0004352606627324043 0.062420197715588314 -0.10508892493660799 0.054605934136146374 -0.13437401934685442 0.0099742143392786559 0.086999277669792416 -0.17021721865608075 -0.04053778955066184 0.04883375435803685 -0.13947213269020201 0.08469528937878168 -0.1420378506553672 0.042257257437920838 -0.12386523884049166 0.09555386750668321 -0.011253851929699575 0.013921721193074313 -0.16701345284509592 0.08004137652373125 -0.072062636503314056 0.052496934268857168 -0.055960902916010739 0.015278256394489778
leaf_weight=0.65636090305633743 0.61892815586179395 0.41997438191901892 164.86761656659655 0.85426350974012055 3.273416384588927 24.524893203284584 4.4276121705770484 6.4152168461587271 2.3621413061628114 0.74128761916654173 3.2249937817105083 4.9889178927987814 3.9057542793452731 1.6663779963855621 1.9133105296641577 6.4075775593519273 3.5395176874008047 3.7192622928414485 3.4233344085514537 6.9448089476209116 1.7157626184052786 7.6519918894628045 2.4562178696505725 19.978354194201536 1.1829659799113859 11.704000740719495 3.42957616021158 4.9592033141525462 21.391402191482488 8.4372125213267264
leaf_count=125 6 46 1280 59 34 672 30 49 374 26 48 44 23 21 11 29 80 41 159 44 96 86 15 139 13 65 45 32 218 124
internal_value=-0.000107737 9.44076e-05 -0.00011154 -0.06968 0.000157696 -0.00447399 -0.0590804 0.00427094 0.00205008 -0.0669441 -0.00161649 -0.0192746 0.00368155 0.000704125 0.00335043 -0.007199 -0.0520498 0.0100227 -0.00499645 -0.0335403 0.00934641 0.0520711 0.0696004 -0.00277562 0.0114556 0.0161874 0.0472808 0.00157337 -0.0158621 -0.0358105
internal_weight=331.802 331.146 330.527 1.27424 329.253 154.866 7.70103 174.386 167.971 3.10343 147.165 33.9642 113.201 109.296 107.629 30.7392 8.52844 22.2107 18.4915 12.0839 8.66057 12.0215 10.1082 95.6076 45.8006 44.6177 20.0928 8.38878 49.807 29.8286
internal_count=4034 3909 3903 105 3798 2069 64 1729 1680 400 2005 541 1464 1441 1420 493 124 369 328 299 140 112 101 1308 827 814 142 77 481 342
is_linear=0
shrinkage=0.1


Tree=61
num_leaves=31
num_cat=0
split_feature=1 0 1 4 0 3 4 2 4 2 2 2 4 1 0 0 1 0 2 2 0 1 0 1 3 4 4 1 4 2
split_gain=0.553804 4.82984 2.61331 2.38965 2.37159 2.8869 2.14044 3.92699 3.86125 3.91124 3.47629 3.01374 3.84029 5.83474 2.23586 3.73502 2.1049 2.86999 2.27229 1.92521 1.75207 3.27011 4.32507 2.45121 2.18422 1.81299 2.21168 2.07218 3.38979 2.72526
threshold=66.590419433100024 90.407470010750018 65.611820673600008 38.400997490450003 84.390700714750025 0.099855000000000027 40.241071441700008 -0.13734499999999997 40.563919884450009 -0.0034049999999999996 0.022350000000000005 -0.020814999999999997 40.984321400500008 61.982402197500001 86.20003303655001 85.812895065800021 62.00390986255001 86.692020874450009 -0.056724999999999998 -0.26894999999999997 91.937202686950016 67.940025414550021 91.394134144600017 67.192634054300015 0.13377000000000003 43.680097826700013 43.384297312450009 68.910558799650019 42.599563320500003 -0.083424999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 19 7 -5 -8 11 -11 12 13 -10 15 -15 18 -18 -9 -1 21 22 -2 -22 25 26 27 -25 -29 -30
right_child=20 -3 -4 6 -6 -7 8 16 9 10 -12 -13 -14 14 -16 -17 17 -19 -20 -21 23 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.10346353050981989 0.03800628884005617 0.073152505547439947 -0.062041455154297702 -0.12123702523604368 0.057730593044812255 0.049176162261120294 0.05967573848618947 -0.035673417384574621 -0.25187744267620032 -0.19155897798254432 -0.034459278835178582 0.067336172894124205 0.0031623299989874997 0.027840153217117466 0.028037954029193509 -0.28260950232342635 -0.11243080969026009 0.010832716802465094 0.050250359782661583 -0.099721532307767174 -0.16350878433327456 -0.1471718616735965 -0.12548238974513276 0.051932183535227543 -0.12122563060353875 -0.038891104787079536 0.092625101825828476 0.0029901513134003594 -0.13276489871129113 0.00063357931226571925
leaf_weight=0.54094797605648759 5.186702720820902 9.4435335025191289 6.588085636496543 3.9229973787441876 13.990631135180591 3.9827470779418945 10.919866531156002 5.4056211784482038 1.4779509231448162 1.8085102504119257 6.3685955941909924 6.7292458461597553 93.463259037584066 0.81321684923022963 2.9598558023571968 0.74034202098846436 3.9519256167113772 3.6184060946106911 7.1471075508743507 3.3807678422890621 0.93032584339380164 2.39313147473149 2.3518880624324083 7.8144809156656256 1.4842359355534416 10.572156332840676 2.7706075252499422 101.31252568814671 3.4297565451124683 2.7669752088841042
leaf_count=5 27 55 42 30 72 22 57 27 23 19 169 51 778 51 12 6 23 19 31 178 8 75 41 29 58 639 34 1347 70 36
internal_value=-0.000100514 0.00346382 -0.000237357 0.00214067 0.0329926 -0.0107927 -0.00238301 -0.0297107 0.0028622 -0.00256269 -0.0692046 0.00256933 -0.00181289 -0.0794246 -0.0229536 -0.120103 -0.0118676 -0.0535143 0.0132487 -0.0716949 -0.00483367 -0.045329 -0.0129989 -0.00176543 -0.000609277 0.000782097 0.00433376 0.00221259 -0.00140135 -0.0731996
internal_weight=328.266 187.254 177.81 171.222 21.8951 7.90446 149.327 24.0461 125.281 114.361 8.17711 106.184 99.4546 5.99137 4.51341 1.55356 20.1231 7.57033 12.5527 3.92172 141.013 9.93172 7.53859 131.081 130.151 128.667 118.094 115.324 107.509 6.19673
internal_count=4034 1670 1615 1573 277 205 1296 130 1166 1109 188 921 870 92 69 57 100 42 58 183 2364 143 68 2221 2213 2155 1516 1482 1453 106
is_linear=0
shrinkage=0.1


Tree=62
num_leaves=31
num_cat=0
split_feature=2 2 3 0 1 2 1 0 3 0 3 3 4 3 3 1 0 0 0 3 2 3 4 4 2 1 3 4 2 2
split_gain=0.56006 2.83837 2.79636 1.82774 1.36151 1.23007 1.81763 1.72606 1.21673 0.875252 0.835447 1.05163 3.88069 2.19841 2.02755 1.35608 3.99514 2.71558 2.36683 2.64418 1.67903 1.26328 2.27239 3.28298 3.85297 3.13571 2.93974 2.61698 5.59649 2.06298
threshold=-0.58559499999999998 -0.54526999999999992 0.12201500000000003 84.390700714750025 64.407391431150018 -0.58994000000000002 78.285212300550015 101.72856719805002 0.094375000000000028 102.11570516885001 0.41214500000000009 0.10507500000000002 37.828051409500013 0.11768500000000003 0.10721500000000002 64.02831883475001 93.692765846100016 86.756543869550015 94.985914206850012 0.12201500000000003 -0.058374999999999996 0.093325000000000033 41.243661560350013 42.536568606950006 -0.067109999999999989 62.132955852800002 0.09551500000000003 37.038444968100009 -0.094519999999999993 0.27538000000000007
decision_type=2 2 2 2 2 2 2 2 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 3 -1 -2 6 8 -8 -5 -9 11 21 13 -13 -14 17 -17 20 -18 -20 -16 29 27 24 -24 -25 -27 28 -23 -3
right_child=1 10 -4 5 -6 -7 7 9 -10 -11 -12 12 14 -15 15 16 18 -19 19 -21 -22 22 23 25 -26 26 -28 -29 -30 -31
leaf_value=0.12546764789107134 0.027724476286833125 -0.0012696421929936138 -0.09126831628815632 -0.04965502418347828 -0.12268617739772061 0.087444831353640409 0.097937303950201463 0.10977262498899448 0.028079278729111874 -0.10822811541968058 0.031074722577212912 0.066489272463522028 -0.096286411919081355 -0.029094836978480632 -0.0036358395431836952 -0.16106341172868532 0.089414986349397318 0.067758710472163211 -0.12066158189091554 0.065415539451208482 -0.08507562744245091 0.068087749730724914 -0.10175439833503822 0.096836134778119004 0.01448654617881627 0.062719605008453097 -0.12048967301696374 0.040666366300605897 -0.10490706255176492 -0.09025395489066218
leaf_weight=1.8065749416127861 0.76839631795883123 195.44059286866104 2.1270056929206467 5.206947600468995 2.7760010478668846 2.2265493316808671 3.1169603532180181 0.24524672329425801 3.2832605503499508 0.73950268066255376 8.3755427357973513 7.1568044347222877 4.6966182654723552 3.6250305385910906 7.5513988845050344 2.5329080410301676 1.688800126314163 3.6944532543420783 2.1873768297373322 1.1732967100106177 3.8081993157975385 3.4772660040762275 6.1426622631261134 4.0644631586037567 5.3221721863374123 1.6902161767939108 1.8176941195852121 31.662737206905149 4.0458486651768899 2.6405616403790182
leaf_count=11 3 2754 21 41 118 12 13 1 16 108 68 58 39 33 36 25 5 18 42 15 39 32 69 17 32 20 31 188 66 103
internal_value=-8.28954e-05 -0.00110982 0.0166932 0.0305058 -0.0900784 0.0189287 0.00681338 0.0614751 -0.0195943 -0.0539362 -6.83872e-05 -0.000954337 -0.0164525 0.0343523 -0.036493 -0.024087 -0.0585746 -0.00671641 -0.0071644 -0.0556973 -0.0309378 0.00135038 0.0142997 -0.0140441 -0.0477934 0.0370535 -0.032214 0.0280696 -0.024947 -0.00245587
internal_weight=325.091 306.339 18.752 16.625 3.5444 14.8185 12.5919 4.10171 8.49021 0.984749 302.795 294.419 38.1149 10.7818 27.3331 22.6364 7.58238 15.0541 5.04947 3.36067 11.3596 256.304 58.2231 19.0372 11.4648 7.57237 3.50791 39.1859 7.52311 198.081
internal_count=4034 3811 223 202 121 191 179 122 57 109 3690 3622 310 91 219 180 87 93 62 57 75 3312 455 169 101 68 51 286 98 2857
is_linear=0
shrinkage=0.1


Tree=63
num_leaves=31
num_cat=0
split_feature=1 2 2 2 1 4 4 4 1 1 1 1 0 1 0 3 2 2 4 0 2 3 3 3 4 2 2 2 2 3
split_gain=0.53875 1.61381 0.645737 2.48119 1.24929 0.977947 2.06146 2.06562 1.55247 1.17297 0.76212 4.03878 2.59752 1.85857 1.77627 2.4062 1.49908 2.82883 1.28055 1.01557 1.78124 0.939089 1.64219 2.76044 1.86122 2.44572 3.22793 2.22462 2.9613 2.00272
threshold=83.740093847200015 0.20949500000000004 -0.58559499999999998 -0.54526999999999992 64.407391431150018 43.487767439550005 41.066313126200008 39.792680591700012 77.403398033700014 75.806453904250006 58.167480110400007 60.613977009100005 81.446839061900008 57.041016153700006 71.332859575200004 0.10507500000000002 -0.23349 -0.23375499999999999 35.171584490050009 71.131225215400022 0.11704500000000002 0.21629500000000004 0.10507500000000002 0.10721500000000002 38.179089776100007 -0.056724999999999998 -0.10946499999999999 -0.093879999999999991 -0.085584999999999994 0.11002000000000002
decision_type=2 2 2 2 2 2 2 2 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 7 8 -1 -8 13 18 -13 14 16 -16 17 -5 -12 20 -18 22 -14 -24 25 26 -25 -26 -29 -30
right_child=1 -3 3 10 -6 -7 9 -9 -10 -11 11 12 21 -15 15 -17 19 -19 -20 -21 -22 -23 23 24 27 -27 -28 28 29 -31
leaf_value=-0.06531482176114177 -0.10833120159140697 0.068639590237700512 0.025151769154802162 0.044563634929994392 -0.12082187355990509 0.07087387239124876 -0.097160692867237719 0.073106862755198204 0.050980019951726123 0.0053289395871738907 0.012805703654642243 -0.11610694207025152 0.0029729350036192086 0.065252340682472279 -0.11841222480690504 0.11248363767249273 -0.12061509058372283 -0.12385841730812497 -0.14255448081587968 0.10889532729602479 0.12604001177286503 0.032898354257871028 -0.087192596771487552 0.060043299589822234 -0.1043887061335944 0.08010026839507868 -0.11389080980259481 0.047672754795543726 0.033276672642961455 -0.06271545054351492
leaf_weight=2.7274825454223919 1.519180650066118 0.77977708785329003 0.76261243224143926 2.6317939353175461 2.5357987361494452 2.9954639822244635 2.3513219393789759 5.7058167709037662 1.9820762460585681 2.1266367994248867 0.66474270517937784 1.9066248829476524 233.53744162723888 6.0302892969921222 2.2576249330304567 0.56410995125770558 0.62836599559523276 1.6057109385728843 2.627897480269894 2.2578067034482956 0.54821535013616085 8.9396750503219646 5.2413417911157003 2.187030678614974 3.009282615035775 4.6322918832302111 2.0833938838914037 5.7365076355636182 2.8570651095360473 9.0835447143763286
leaf_count=29 693 64 3 55 103 15 18 23 22 23 33 151 2142 44 101 2 100 22 63 5 2 66 41 14 26 23 29 24 23 75
internal_value=-6.85981e-05 -0.048305 0.000277708 -0.000814627 -0.0870719 0.0187387 0.00825284 0.0326475 -0.0163707 -0.0484871 0.00013682 -0.00108412 0.000214293 0.0210111 -0.00441263 -0.0722524 0.020539 -0.0192563 -0.111189 0.0696401 -0.00568881 0.00101406 -4.80482e-05 -0.0203037 -0.00845514 0.0297757 -0.0248132 -0.0249084 -0.011378 -0.0397471
internal_weight=322.517 2.29896 320.218 302.329 3.29841 17.8888 14.8933 10.4154 4.70956 4.47796 299.031 282.507 279.214 16.5239 10.4936 2.82173 7.67189 4.2375 3.29264 3.43439 1.17658 277.308 268.368 34.8305 29.5891 8.90272 4.27042 20.6864 17.6771 11.9406
internal_count=4034 757 3277 3147 106 130 115 74 51 41 3041 2710 2614 331 287 103 184 77 96 107 102 2463 2397 255 214 66 43 148 122 98
is_linear=0
shrinkage=0.1


Tree=64
num_leaves=31
num_cat=0
split_feature=4 3 1 0 0 4 1 3 0 0 1 1 1 3 4 1 1 2 4 4 2 3 2 3 1 0 4 2 3 2
split_gain=0.512448 0.698753 0.510929 3.79249 3.98788 2.39347 2.82778 2.17698 1.90829 2.99891 4.62056 1.73943 1.69705 1.678 2.47305 1.6249 1.45736 1.30321 3.906 5.18491 3.19464 2.59732 2.57267 2.23288 2.01517 1.9448 5.5257 2.52341 2.90955 2.12031
threshold=29.342080195300003 -0.22900999999999999 66.964115113200009 90.297243227400017 89.953120586650016 38.400997490450003 65.020359884900017 0.13377000000000003 91.937202686950016 90.633300493650012 67.649671936450019 67.649671936450019 68.910558799650019 0.093325000000000033 37.038444968100009 69.238550691600025 61.049507226200006 -0.059424999999999999 38.244973486750006 35.050303764500008 -0.016334999999999999 0.082535000000000011 -0.122165 0.084090000000000012 69.999384342500022 94.940210418650011 38.179089776100007 0.22598000000000004 0.097015000000000032 0.048475000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 13 -7 8 9 10 -4 -10 -13 14 16 -14 -2 18 19 -17 -19 22 -20 -23 -25 26 -22 29 -29 -27
right_child=2 -3 7 -5 -6 6 -8 -9 11 -11 -12 12 15 -15 -16 17 -18 20 21 -21 25 23 -24 24 -26 27 -28 28 -30 -31
leaf_value=0.037535150020031341 0.042572652835720315 -0.12327798585784298 0.11576276760625542 0.057499862001607255 -0.12583770131807973 -0.001239432202448639 -0.11119917496935881 -0.12361039300434487 -0.10849993943017631 -0.10480272606421868 -0.13776958897747227 0.048225707428161707 -0.11784460665457944 0.055489717680517248 0.0580012351145901 0.033950492222603677 -0.076261629523107485 0.048524130528019863 -0.014557345121559401 -0.11515316105631324 0.035192084365991631 0.08762315539468106 -0.13720863756374693 0.09392111812713505 -0.0014038518654681861 -0.055766284839087313 -0.14164149663645895 -0.12854364762053169 0.018704250545606781 0.034933823839034123
leaf_weight=0.4200180860934779 1.4003083652351067 0.75748830602969863 1.9725375622510903 12.192774198949335 2.490524746477603 144.13649732235353 2.3772890204563728 1.5168799490784284 1.4663491360843171 4.4326815009117126 1.130987054435536 7.1870684428140512 1.1949741789139796 12.933819260448216 4.1455799080431461 3.490163541340733 3.9237381422426552 15.940448648296295 5.6443693345063268 7.0293245346401818 3.5657746102660886 3.3991514471126711 2.4535749115166334 2.3395691961050025 42.565586580953095 3.0027433240902672 3.5031257758382708 2.6747422143816939 2.6930170233827084 18.195985658850987
leaf_count=48 56 59 6 72 20 1258 42 53 11 69 55 41 11 70 46 65 78 163 447 209 16 29 104 7 498 98 62 100 29 212
internal_value=-6.76437e-05 -0.0659157 0.000175418 0.00361223 -0.000220964 0.00163114 -0.00302361 -0.00448489 -0.0031352 -0.0520191 0.0233705 -0.000219407 0.00105203 0.0320722 8.79583e-05 -0.0018287 -0.0450063 -0.000638662 -0.009742 -0.0656834 0.0116498 0.000691548 -0.0517191 0.0094779 0.0035626 -0.00582564 -0.0524411 0.00657796 -0.054669 0.0220864
internal_weight=320.177 1.17751 319 183.601 171.408 168.917 146.514 135.399 133.882 7.53621 3.10352 126.346 124.88 22.4034 9.46963 117.693 5.32405 116.498 66.9217 10.5195 49.5758 56.4023 8.09794 48.3043 44.9052 33.6354 7.0689 26.5665 5.36776 21.1987
internal_count=4034 107 3927 1642 1570 1550 1300 2285 2232 130 61 2102 2091 250 180 2050 134 2039 1359 274 680 1085 551 534 505 517 78 439 129 310
is_linear=0
shrinkage=0.1


Tree=65
num_leaves=31
num_cat=0
split_feature=1 1 1 2 4 4 4 4 0 0 1 2 1 0 2 1 1 2 1 1 3 4 3 0 0 0 2 4 3 1
split_gain=0.561737 0.581322 3.73951 2.14206 3.0363 2.11042 2.24158 1.12038 1.01959 1.72839 1.90672 1.70205 1.59484 1.85474 2.29672 1.75631 2.19802 1.94835 3.11472 1.80761 1.75809 2.46263 1.73722 1.57066 1.27826 4.11046 2.88001 3.03054 3.27243 1.33362
threshold=54.879495816850003 58.167480110400007 60.613977009100005 -0.23349 48.96897326980001 48.778770352700008 38.804080188450008 35.171584490050009 81.446839061900008 83.941728207000011 61.622148808000013 -0.54526999999999992 61.901748453550006 85.57631075030001 -0.074999999999999997 61.977025281250008 62.041548276350007 -0.084275000000000003 62.020040611300011 62.046925192600007 0.087715000000000029 41.919251152600005 0.11334500000000002 86.565663342300013 86.103248543850015 86.382848189450016 -0.102645 41.806790701050012 0.096515000000000031 64.665483411650015
decision_type=2 2 2 2 2 2 2 2 2 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 6 -2 -3 11 -10 -11 -4 -12 14 -14 22 17 18 -17 -18 -19 -22 23 -15 26 -26 -21 -28 -29 -27
right_child=1 2 8 -5 -6 -7 -8 -9 9 10 12 -13 13 15 -16 16 19 20 -20 24 21 -23 -24 -25 25 29 27 28 -30 -31
leaf_value=-0.10175959202560292 0.091531854732765927 0.005674916629874409 0.10226772855344866 0.055918905293425705 -0.10792567417684962 0.075666645752464193 -0.12849343180071901 -0.140314737872927 0.065825646566302465 -0.077095811191969704 0.036649818250917544 -0.11495893110616834 -0.1179775108332235 -0.069139558997296555 0.015573812260404486 -0.071293793931117233 -0.093743603819659779 0.077641103201313261 0.043456234223482826 0.098901403284261322 0.048807772715271133 -0.04660264658194084 0.029185595631239014 -0.0011115466755937838 -0.086532908150181262 0.015820040501143703 0.052334732801479648 -0.13512024637114101 0.013950546609942974 -0.0041948405205030166
leaf_weight=0.54229299258440633 0.70088614663109217 0.66723082168027703 0.45897850394248996 7.8186787085141969 2.5406899154186249 3.2223550081253052 1.3643922053743152 2.4778652582317591 4.0284758345223954 3.1833728291094294 11.847777333110569 1.6845332111697633 2.9541586432605982 9.5468751247972268 2.282693439628928 4.465232618153097 2.0815659351646891 8.9999361503869313 5.0301576852798462 4.1372317448258427 8.9571992829442006 3.8758178539574137 4.017538057640194 5.2660650685429564 5.6297570094466201 42.467233400791883 6.0567917525768262 2.509108766913414 3.5647728517651558 154.06684826273704
leaf_count=125 17 34 7 111 30 12 40 64 88 23 56 151 72 65 19 26 15 41 28 15 36 34 15 28 33 283 34 39 23 2470
internal_value=-6.98629e-05 0.000104701 -0.000874562 0.0188962 -0.0180809 0.0250893 -0.0538242 -0.109343 0.000273638 0.000773013 -0.000127732 -0.0684454 0.000723744 -0.000818954 -0.0597638 0.000321486 0.00252414 0.0273098 -0.0105053 -0.000997162 0.043756 0.019992 -0.0291371 -0.0449553 -0.000113326 -0.00228335 0.026854 0.0022818 -0.0476303 0.00012999
internal_weight=316.447 315.904 300.257 15.647 7.82832 5.28763 2.06528 3.1451 297.112 294.969 290.94 2.14351 287.757 275.909 5.23685 270.672 251.842 31.3283 9.49539 220.513 21.833 12.833 18.8305 14.8129 218.432 202.164 16.2679 12.1307 6.07388 196.534
internal_count=4034 3909 3699 210 99 69 57 98 3601 3443 3355 158 3332 3276 91 3185 3077 165 54 2912 111 70 108 93 2897 2786 111 96 62 2753
is_linear=0
shrinkage=0.1


Tree=66
num_leaves=31
num_cat=0
split_feature=4 4 3 2 2 3 2 0 2 3 1 1 1 0 2 2 4 4 4 4 0 3 0 2 0 4 2 1 1 3
split_gain=0.475702 2.51288 1.53635 2.93799 1.53641 1.92097 1.50536 0.847005 1.61054 0.724887 0.689586 2.82986 1.69218 0.822338 2.65624 4.93003 3.06058 2.26485 1.60196 1.60424 1.53849 1.74925 1.53212 3.07408 1.47491 6.09122 2.05307 1.80441 2.57809 5.55245
threshold=47.927946529500012 45.295823381400005 0.087905000000000025 -0.16276499999999997 -0.23349 -0.23921499999999998 -0.62218499999999988 75.994645973400011 0.11704500000000002 0.10507500000000002 58.167480110400007 60.613977009100005 61.049507226200006 85.705356740550016 -0.08786999999999999 -0.122095 42.488347682450005 38.064633603500006 44.421469061800003 45.048573272350005 84.226704768850013 0.10220000000000003 85.812895065800021 -0.091919999999999988 85.995710218650018 40.636252116050009 -0.62218499999999988 62.041548276350007 62.084563606450011 0.089305000000000023
decision_type=2 2 2 2 2 2 2 2 2 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 -3 8 9 -1 -9 -12 -13 14 15 16 17 -14 22 -20 -16 -22 23 -15 25 -24 -26 -28 29 -29
right_child=2 6 -4 -5 -6 -7 -8 10 -10 -11 11 12 13 18 20 -17 -18 -19 19 -21 21 -23 24 -25 26 -27 27 28 -30 -31
leaf_value=-0.1032286000720273 -0.063482347601742539 0.083107659144518828 0.089051523505930597 -0.11184018655309275 0.077834667761713675 0.040258949073829466 -0.12222103072596487 0.036621245538392709 0.1034139879226165 0.10667987026544856 -0.10487523301951146 0.09486965438764719 0.021238373446785027 0.094365673240728476 -0.07599593907785257 -0.14582311146782054 0.085113559090989832 -0.15525426536306808 -0.12759176999973296 0.072809909490111333 -0.0033069462392535534 0.079231867187851149 0.031465450085919708 -0.0066620553826110332 -0.078466437173473708 -0.10194375806693537 0.025263048412908898 -0.12812341204418656 0.0028066023479906268 0.018740430643173617
leaf_weight=2.250219905981794 3.0478058950975537 0.41613609594060141 2.4882546272128812 1.8921511584194366 3.4907137171830964 4.3076541945338249 2.5151791939279056 5.1950810775160781 0.5375624238513409 0.17749367654323567 2.5568052181042722 1.8995218724012364 1.4586773561313751 5.3022427894175053 1.8012176647316653 3.8502712305635232 2.4416714897379279 1.4496939298696814 1.7516664990689599 0.51745497388765205 7.9816570701077563 3.7853889698162675 7.3032115027308446 6.9724155105650407 3.0777902895351863 6.4405939839780331 33.323896408081055 4.7437851168215257 185.09302202460822 5.6288413628935814
leaf_count=353 27 5 28 242 19 37 211 32 7 1 58 10 30 16 49 69 19 21 92 7 83 21 27 37 57 57 171 40 2183 25
internal_value=-6.03138e-05 -0.000939865 0.0171807 0.00314168 0.0232007 -0.00272726 -0.0930721 -2.60515e-05 -0.0532027 -0.0878819 0.000512899 -0.000139846 0.000800344 0.000168772 -0.018055 -0.0595339 0.00256598 -0.0667354 0.00176371 -0.0818918 0.0100708 0.0232453 0.00249978 0.0369786 0.000776675 -0.0310525 0.00266333 0.00375473 8.78901e-05 -0.0484258
internal_weight=313.698 298.471 15.2266 12.7383 10.8462 7.35546 2.93132 295.54 2.96528 2.42771 292.575 287.38 284.823 282.923 22.7686 9.20031 5.35004 2.90837 260.155 2.26912 13.5683 11.767 257.886 12.2747 245.611 13.7438 231.867 228.79 195.466 10.3726
internal_count=4034 3681 353 325 83 64 216 3465 361 354 3104 3072 3014 3004 292 139 70 51 2712 99 153 104 2613 53 2560 84 2476 2419 2248 65
is_linear=0
shrinkage=0.1


Tree=67
num_leaves=31
num_cat=0
split_feature=2 2 3 1 1 0 2 1 1 2 2 3 4 1 0 3 1 3 0 1 4 2 1 3 3 2 0 3 3 2
split_gain=0.45581 3.27143 1.95694 1.48671 4.91249 2.69276 0.758054 0.538516 1.98196 1.37417 1.5104 1.34083 1.538 0.940824 1.10772 1.68567 1.59869 6.73889 1.55938 2.89339 2.53877 1.94474 1.71233 1.26977 2.39238 5.00708 3.6097 3.03529 5.6879 3.71698
threshold=-0.58287999999999995 -0.54526999999999992 0.12201500000000003 75.634392583900009 78.285212300550015 102.11570516885001 -0.59681499999999998 81.479100559500012 82.457699319000014 -0.085584999999999994 0.20949500000000004 0.096010000000000026 42.434124620650003 80.468240302450013 97.878695155250014 0.083950000000000011 75.408562100950022 0.082535000000000011 101.55650587770002 73.037342029850024 40.844669808050007 -0.084794999999999995 78.962703749400006 0.084360000000000018 0.093325000000000033 -0.058374999999999996 94.848802842250009 0.088075000000000028 0.08674500000000003 0.04932000000000001
decision_type=2 2 2 2 2 2 2 2 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 -6 -1 13 -9 11 -11 12 -10 14 16 -16 23 -18 19 -17 -21 -22 -20 -3 25 26 -25 28 29 -27
right_child=1 7 -4 4 5 -7 -8 8 9 10 -12 -13 -14 -15 15 18 17 -19 22 20 21 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.026894219112601331 -0.1248094684696103 0.0098805721530262555 -0.079876975874767095 -0.15018672840211433 0.089913608454392446 -0.10868451603244565 0.081424459253870318 -0.12151723398525037 0.10662481851477068 -0.11799021622679949 0.053394969453210012 -0.12439138649080526 -0.10131356295546873 0.029476716104181285 -0.10832261773169627 0.060648399243195719 -0.13954798564724574 0.082726150687356004 0.053719260530257551 -0.1271498189850637 0.037563406306042033 -0.073315472553945049 -0.057669677742004766 0.0044277539471401983 0.0063613055798120502 -0.19181255334836486 -0.083177802225782763 -0.10545838900175233 0.042866899512711741 -0.018879927386458301
leaf_weight=6.3889792982954532 2.1197098584962069 81.460590194677934 1.9383410695008922 1.8263370525091875 3.184729122556746 0.86902539699804027 4.2419455721974426 1.6987141459248949 2.1900358196580791 1.435907658247743 0.80110149993561197 0.39696722786175076 0.42467957013286639 10.813997425138949 2.0624830247834351 2.5365241682156947 1.6674613920040409 7.4945514127612114 5.204828178510069 3.5245384396985155 2.9786653146147728 3.3732310924679041 1.8780443184077737 52.790647985879325 82.776994344545528 2.4457589928060859 5.1633816333487621 8.8053395074093697 5.6250141798518598 2.5271734928246588
leaf_count=43 106 1074 21 21 15 119 19 79 137 318 78 46 182 86 129 14 70 52 47 65 11 39 37 383 550 33 80 104 41 35
internal_value=-6.72821e-05 -0.00102981 0.015177 0.026336 -0.0140118 0.047339 0.0486528 -0.000125299 -0.0276311 0.00275474 -0.056615 0.0468532 0.0728517 0.000549636 -0.000599097 -0.022351 0.00127098 0.0422729 -0.013256 -0.0346194 -0.0590867 -0.0213198 0.0241842 -0.000283938 -0.00545464 -0.0180984 -0.00337741 -0.0620673 -0.0260157 -0.103931
internal_weight=310.646 292.196 18.4494 16.511 5.88009 4.05375 10.6309 290.077 6.94741 5.24869 2.23701 3.01168 2.61472 283.129 272.315 21.5583 250.757 9.16201 19.4958 12.413 9.87643 6.3519 7.08287 241.595 160.134 77.3573 57.954 19.4033 10.5979 4.97293
internal_count=4034 3796 238 217 155 134 62 3690 840 761 396 365 319 2850 2764 342 2422 122 213 129 115 50 84 2300 1226 676 463 213 109 68
is_linear=0
shrinkage=0.1


Tree=68
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 1 0 4 2 0 1 1 2 2 4 4 2 1 0 0 3 1 3 0 1 4 4 1 3 3
split_gain=0.718751 1.05695 0.749005 1.91065 1.1061 0.880427 2.10594 1.0236 1.57266 0.754397 0.4717 1.7824 1.18198 1.34882 1.2022 1.3555 0.873026 0.770586 1.07245 0.938775 1.54847 1.36592 5.82006 1.31304 2.44317 2.36918 1.6664 1.4111 1.06918 1.03346
threshold=-0.69416999999999995 -0.63113999999999992 -0.58559499999999998 -0.54526999999999992 64.407391431150018 78.285212300550015 101.72856719805002 42.865207177650007 -0.59681499999999998 102.11570516885001 81.479100559500012 82.457699319000014 -0.085584999999999994 0.20949500000000004 38.903925214650009 42.434124620650003 0.22598000000000004 80.468240302450013 100.69082235970002 97.878695155250014 0.083950000000000011 75.408562100950022 0.082535000000000011 101.55650587770002 73.037342029850024 40.844669808050007 41.385032804600009 78.962703749400006 0.089835000000000012 0.084360000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -7 8 -3 -8 17 -12 14 -14 -13 -16 -15 19 -19 21 -21 29 -23 24 -22 -26 -27 28 -25 -5
right_child=1 2 3 10 -6 6 9 -9 -10 -11 11 12 13 16 15 -17 -18 18 -20 20 23 22 -24 27 25 26 -28 -29 -30 -31
leaf_value=0.075951616185693877 -0.067564380603161722 -0.060302636776172251 0.026000179526268222 0.0089212909079788572 -0.11798891375232445 0.11603810003214335 0.10798338470015677 0.057739205602203386 0.034223188112888818 -0.10838111439048051 -0.12025333707696401 -0.12091524298547894 -0.11656284807264997 0.12134818446452154 0.10162479415948396 -0.10118108196055614 -0.10094225117344918 0.08462512913275036 0.0094825033962109024 -0.10753967195949812 0.056114430135644169 -0.13584100023619222 0.077967230016370209 0.095868088341571511 -0.12483630979737598 0.034276994099880879 -0.069070501460027481 -0.052790668982491754 0.0045029626761215365 -0.004936267329643973
leaf_weight=1.2383143575862039 2.3244128240039563 3.4727832227945328 0.70950689911842291 81.211637580883689 2.1506131969508715 2.4506579600274558 0.20703944563865651 2.9539944864809513 3.56886053457856 0.72704459753003903 1.5523993085371319 0.38173124491004307 1.3143653083534448 0.53642485663294781 2.0932683525024918 0.39114575897110615 0.26345064013730735 2.4676385298371306 8.247473080409689 1.8791060863295594 2.4708737335167852 1.5478430804796497 7.1738819628953934 2.5039121564477673 3.2451999913901073 2.9969443827867508 3.2544527733698487 1.8480982775799928 2.6221140730194747 159.54399044881575
leaf_count=18 46 29 3 1074 118 10 1 15 22 82 79 85 318 2 94 186 76 10 76 129 14 70 52 21 65 12 38 37 26 1226
internal_value=-8.04821e-05 -0.000388056 0.000125942 -0.000939892 -0.0822697 0.0232587 0.06734 0.00833174 -0.0123949 -0.060424 -0.000130932 -0.0266949 0.00246748 -0.0542537 0.0443084 0.0696951 0.0481336 0.000486608 0.0267875 -0.000556008 -0.0209559 0.00114651 0.0400227 -0.0123663 -0.0324653 -0.0555124 -0.0195253 0.0221232 0.0491321 -0.000261839
internal_weight=307.349 306.111 303.786 290.406 2.86012 13.3804 3.38474 9.99564 7.04164 0.934084 287.546 6.53279 4.98039 2.11424 2.86615 2.48441 0.799875 281.013 10.7151 270.298 20.8207 249.477 8.72173 18.9416 11.9675 9.4966 6.2514 6.97412 5.12603 240.756
internal_count=4034 4016 3970 3811 121 159 93 66 51 83 3690 840 761 396 365 280 78 2850 86 2764 342 2422 122 213 129 115 50 84 47 2300
is_linear=0
shrinkage=0.1


Tree=69
num_leaves=31
num_cat=0
split_feature=2 2 2 3 1 1 4 4 0 4 4 2 3 2 3 4 0 1 4 1 2 0 4 2 0 2 4 2 3 3
split_gain=0.611679 0.850736 0.659338 1.3416 0.501142 1.50066 1.17888 1.19634 2.02957 1.25564 1.1189 0.653242 3.45965 1.88209 2.52036 2.13519 2.66413 2.58505 2.132 2.18725 1.30489 0.909111 0.763369 1.78889 1.15871 0.988234 2.06294 5.32503 1.97125 3.97512
threshold=-0.69416999999999995 -0.63113999999999992 -0.60024999999999995 0.097450000000000023 81.479100559500012 82.457699319000014 38.903925214650009 39.184300550350009 104.91170162450001 42.402981339000007 42.536568606950006 -0.23783499999999999 0.10507500000000002 -0.24468499999999999 0.076835000000000028 39.577821550850011 89.813320763900023 75.499969677400017 41.218101594450012 71.246828915000023 -0.50001499999999999 86.256490657300006 49.283271594150008 -0.2351 71.332859575200004 -0.11572 41.092444989200011 -0.12546499999999997 0.076130000000000017 -0.15572
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 -6 -7 -8 -9 -10 -11 12 13 14 21 16 -16 18 -17 20 -20 -4 25 -24 -25 26 27 -13 29 -28
right_child=1 2 4 -5 5 6 7 8 9 10 -12 22 -14 -15 15 17 -18 -19 19 -21 -22 -23 23 24 -26 -27 28 -29 -30 -31
leaf_value=0.071646891399129817 -0.060460985696507631 0.061964945172045142 -0.024994098402193604 -0.031319686760099601 -0.11901105114302397 -0.11241384239659494 0.11117518560073768 -0.11662609186241786 -0.10280623542804555 0.13666771405467887 -0.10055118323343321 -0.061683193551807951 0.0767770742109464 -0.13707504032280704 -0.22562997594566292 0.078444116980314615 -0.04351508625572318 -0.10897917318003301 -0.17948611875733975 0.070554609321699061 0.004038129128501578 0.091875902962321357 0.10546085496727545 0.019718075145417895 -0.11896013843324714 -0.00095407761394687414 0.031787246299885476 0.051549256039144932 0.046953704907913757 -0.11875991103749128
leaf_weight=1.1843366665416386 2.3370409728377117 4.5906005677534258 0.9726164860185248 2.3212949614971876 1.4195533805759613 0.80746964400168497 1.0601276175584642 1.1499429226969371 0.40369404750526872 1.1877875786158254 0.23881295812316228 9.6533527176361549 3.2175611462444058 1.6778817053418613 1.3023310899734482 2.8567258315160871 2.0962150553241372 2.2441709786653519 1.0993335135281075 1.0185012454167006 0.59826285950839642 2.1085590539732948 0.64810994267463717 0.85268671810626928 2.0534453818108886 218.2882204746129 6.4609365360811353 7.2892193249426773 21.49538943823427 2.4074294436723012
leaf_count=18 46 45 32 17 80 238 15 125 194 8 241 262 26 107 14 25 38 37 69 8 5 29 2 4 118 1948 32 33 177 41
internal_value=-7.95914e-05 -0.000359158 0.000106683 0.0306362 -0.000609579 -0.0285844 -0.00210552 0.0199397 -0.0125145 0.052897 0.0969573 -1.51647e-06 -0.0178261 -0.0368808 -0.0251218 -0.0471289 -0.113302 -0.0183592 0.0181334 -0.0453 -0.114809 0.0549842 0.0012695 -0.0447675 -0.0782706 0.00188557 0.0149887 -0.0129671 0.0305877 -0.00908067
internal_weight=305.042 303.857 301.52 6.9119 294.608 6.26739 4.84783 4.04037 2.98024 1.83029 1.4266 288.341 19.1922 15.9746 14.2967 11.2155 3.39855 7.81699 5.57282 2.7161 1.6976 3.08118 269.149 3.55424 2.90613 265.595 47.3063 16.9426 30.3638 8.86837
internal_count=4034 4016 3970 62 3908 901 821 583 568 443 249 3007 390 364 257 196 52 144 107 82 74 61 2617 124 122 2493 545 295 250 73
is_linear=0
shrinkage=0.1


Tree=70
num_leaves=31
num_cat=0
split_feature=2 2 2 2 4 2 1 0 1 4 2 0 1 0 1 1 3 3 3 2 4 4 4 4 0 3 3 3 0 4
split_gain=0.51852 0.685422 0.586197 1.65346 2.11537 0.880764 0.839859 1.76585 0.983744 0.701362 1.51514 1.07039 0.863326 3.53067 1.45481 1.27031 1.09857 2.33171 1.95092 2.34357 1.01177 2.28982 0.893304 0.883213 1.76127 0.734514 1.28228 2.52591 2.89067 1.58091
threshold=-0.69416999999999995 -0.63113999999999992 -0.58559499999999998 -0.50001499999999999 49.835088602800006 -0.58287999999999995 78.285212300550015 101.72856719805002 71.658163008950012 49.283271594150008 -0.2351 71.332859575200004 58.167480110400007 81.87699236280001 57.041016153700006 55.917240655200011 -1.0000000180025095e-35 -0.15572 -0.23921499999999998 -0.23349 48.86568841230001 44.421469061800003 44.169240047700008 45.048573272350005 91.066142252700018 0.21629500000000004 0.10507500000000002 0.10721500000000002 86.382848189450016 37.828051409500013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 4 5 -4 8 -8 -3 12 -11 -12 14 -14 15 16 17 18 19 -5 21 22 25 -23 -25 26 -15 28 -28 -29
right_child=1 2 3 9 -6 -7 7 -9 -10 10 11 -13 13 20 -16 -17 -18 -19 -20 -21 -22 23 -24 24 -26 -27 27 29 -30 -31
leaf_value=0.06733761955554568 -0.054150361136878877 0.033675375007507703 0.0092290922760358707 -0.14076934085397838 0.12892382428867963 -0.10681405516968641 0.11293650793179184 -0.060108375284492616 -0.031104460751997118 0.094741726713270469 0.017817036073316438 -0.11643817333995046 -0.11764971168824478 0.0026600680307016034 0.066173095012060867 -0.10854792299088732 0.075774470802679489 -0.12830156691950637 0.10801268385340382 0.099335097180756893 0.07266046171148953 -0.12108384668316526 0.065501333106262605 0.060826109628435335 -0.10412142222664861 0.030039878953753197 -0.17618868086609177 0.031720547920072166 -0.022834064963612656 -0.021176259689971048
leaf_weight=1.1366785591235373 2.3478493827278717 5.6330675631761533 0.81454628807841789 1.0161806473042809 0.52622252702713002 3.319784847466507 2.2255458626896139 0.80229052208596829 4.0151959345676005 0.63665469456464086 0.84947729110717718 1.9734598474169613 2.5493297390639773 212.45343290246092 5.2996050827205181 0.97695289272814978 1.9881354896351675 1.2732888155151161 1.65219033556059 0.67757567309308808 1.9342608797596756 1.9469823773251835 2.1504662756342432 1.1471637571230533 1.4857483467494601 8.2981932571565249 2.0162732787430278 7.7842182520544183 3.1485635775025003 20.607320660550613
leaf_count=18 46 25 15 28 1 165 10 83 41 3 4 239 200 2201 42 61 29 82 27 50 16 105 21 23 142 76 19 68 32 162
internal_value=-7.59094e-05 -0.000330022 9.23085e-05 -0.000838693 -0.0599155 -0.0839512 0.0211363 0.0670845 0.00671677 0.000138124 -0.0446102 -0.0760381 0.000694186 -0.000532469 0.025974 -0.00211539 0.0136215 -0.0131293 0.0306991 -0.0447172 0.000602899 6.89613e-05 0.00132057 -0.0700166 -0.0322535 0.000777844 -0.000209198 -0.0183752 -0.0827014 -0.00667334
internal_weight=302.687 301.55 299.202 286.526 4.66055 4.13433 12.6761 3.02784 9.64826 281.865 3.45959 2.82294 278.406 265.522 12.8839 7.58432 6.60737 4.61924 3.34595 1.69376 262.973 261.038 256.458 4.57989 2.63291 254.308 246.01 33.5564 5.16484 28.3915
internal_count=4034 4016 3970 3811 181 180 159 93 66 3630 246 243 3384 3065 319 277 216 187 105 78 2865 2849 2579 270 165 2558 2482 281 51 230
is_linear=0
shrinkage=0.1


Tree=71
num_leaves=31
num_cat=0
split_feature=2 2 2 3 2 1 3 1 2 2 2 3 3 2 1 2 3 3 0 4 4 3 1 2 3 2 1 0 2 1
split_gain=0.4049 2.88511 1.68103 2.3972 3.71743 2.99346 1.37364 2.16415 1.35622 1.37405 2.05139 3.38564 4.03802 1.68265 4.2083 2.99108 3.06386 2.76214 2.06232 1.65071 1.51333 3.36957 2.99601 2.54737 2.36171 3.10492 2.96084 2.77834 2.68783 2.11993
threshold=-0.079634999999999997 -0.077085000000000001 -0.08262499999999999 0.092260000000000023 -0.081354999999999997 61.907125369850007 -0.23921499999999998 63.705703859100005 -0.076484999999999984 -0.075639999999999999 -0.06828999999999999 -0.24663499999999999 0.082535000000000011 -0.053159999999999992 70.641925835650014 -0.044409999999999998 -0.27343499999999998 -0.26533499999999993 86.329079026800017 40.413896136950008 41.481306584950012 0.049900000000000007 62.111448187750007 0.0023400000000000005 -0.059734999999999996 0.04932000000000001 62.272755675600003 93.692765846100016 0.20949500000000004 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=2 -2 6 4 5 -4 7 -1 -3 -10 11 -11 -13 14 18 19 -17 -18 -12 -15 23 -22 29 -19 -25 -26 -27 28 -28 -23
right_child=1 8 3 -5 -6 -7 -8 -9 9 10 13 12 -14 15 -16 16 17 20 -20 -21 21 22 -24 24 25 26 27 -29 -30 -31
leaf_value=-0.012999334887819462 0.061514526745695942 -0.081487103702892749 0.067363524285605755 -0.12819552355402561 0.044222376821990317 -0.13424977778193597 0.0018579270831519581 -0.12972202910088212 0.065518697292471992 0.082961503076234566 0.0075793848575476221 -0.17198012557949438 -0.027010397428005081 -0.020448348385567246 -0.076265415968264569 -0.16889417680165961 0.11214812906178727 0.036788251121747072 0.080918566031608491 -0.13221419897496217 -0.1582379773636704 -0.025566262615251641 0.010065321613177455 0.060186833330403477 -0.094605705102786181 0.057252924542507945 -0.12024607435968454 0.0065218645759063387 -0.0068314363359721535 -0.15369531779260265
leaf_weight=7.7003075332613644 8.1622051688609627 1.9983522659167636 0.96572704799473186 2.4556229342706493 4.695072865637484 3.1017106511280872 137.25374213789473 2.0012976405851077 3.2711744932457796 1.9901814237236983 6.356354834046221 2.4541905121295686 8.8501217185403203 2.7437358405441037 3.0542081880848846 1.0246983674005594 2.3434421512647381 23.263014696713086 9.6634628698229772 2.5492454725317657 1.6095169988984732 3.4308236313518163 18.888324885454495 4.8410156641038986 4.2318044202984373 6.3865579706616726 4.3424493949860352 14.681347919395192 4.0277878697961569 2.0706567987799644
leaf_count=129 101 26 6 32 33 77 1929 133 13 5 39 29 73 19 67 85 19 169 47 21 100 54 335 78 57 46 39 196 44 33
internal_value=-7.94094e-05 0.00379212 -0.00356081 -0.0408733 -0.0164019 -0.086381 -0.000712487 -0.0370775 0.00027803 0.00151518 -0.0001103 -0.0373093 -0.0584836 0.00417114 0.0313096 -0.00119665 0.00304749 0.0050026 0.051819 -0.0742779 0.00214195 -0.0180979 -0.00884987 0.0106605 -0.00512235 -0.0145124 -0.0029988 -0.0196918 -0.0656705 -0.0737917
internal_weight=300.408 142.235 158.173 11.2181 8.76251 4.06744 146.955 9.70161 134.072 132.074 128.803 13.2945 11.3043 115.508 19.074 96.4344 91.1414 90.1167 16.0198 5.29298 87.7733 25.9993 24.3898 61.774 38.511 33.6699 29.4381 23.0516 8.37024 5.50148
internal_count=4034 1695 2339 148 116 83 2191 262 1594 1568 1555 107 102 1448 153 1295 1255 1170 86 40 1151 522 422 629 460 382 325 279 83 87
is_linear=0
shrinkage=0.1


Tree=72
num_leaves=31
num_cat=0
split_feature=3 3 3 2 2 2 2 0 2 1 2 4 4 2 1 3 0 2 4 1 0 3 3 0 3 4 4 3 3 0
split_gain=0.436182 0.816558 0.647682 2.8546 0.945494 1.11892 0.796738 2.1579 1.66795 2.80807 4.35748 2.22539 3.72853 1.91782 1.78529 1.57195 1.82839 1.49836 3.97405 1.75949 4.47226 1.47852 1.6109 1.55124 1.35306 2.74981 3.25617 2.00073 1.90595 2.53819
threshold=0.4381000000000001 0.41991500000000009 0.12201500000000003 -0.093879999999999991 -0.08786999999999999 0.051245000000000013 -0.101395 102.21786657775002 -0.081354999999999997 61.982402197500001 -0.08262499999999999 43.384297312450009 42.434124620650003 -0.085584999999999994 62.025417527550012 0.087795000000000026 95.093452532100017 -0.085584999999999994 41.806790701050012 75.408562100950022 91.73825678530001 -0.25095999999999996 -0.27453499999999997 71.249517373150013 0.084360000000000018 42.779078631750004 48.86568841230001 0.08673500000000002 0.082535000000000011 86.643628628100018
decision_type=2 2 2 2 2 2 2 2 2 2 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 21 9 -8 11 12 17 14 -14 16 -13 19 -19 20 -11 22 23 -1 28 27 -27 -26 29 -10
right_child=-2 -3 3 4 5 -7 8 -9 24 10 -12 15 13 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.13619454122713312 -0.05179322668189984 0.038475308374426045 -0.10133191659370032 0.046780893894653036 -0.073743649349902254 0.031331448226420269 0.034171843496063947 -0.10646495989384462 -0.034215436229110906 0.015399894962933647 -0.14409039132199175 -0.084807214051754953 -0.017587192344197557 -0.011009504579563612 -0.13543021716627021 0.077409233705497474 0.071396374421348274 -0.16291312830471355 0.030672144429749873 0.055672413525787938 -0.10349778463428641 0.014187149914032984 -0.1358662379918737 0.013531565997174392 -0.055905028372962545 -0.10673126469529513 0.129777383542452 0.0040332817205080895 0.071211580652623077 0.023375481527459233
leaf_weight=0.82507331017404784 1.6215416784398247 5.4743910363176829 3.3474900820292532 3.5894271899014711 2.1260402242187393 1.9365617459407074 8.6783841876313073 1.6075733416655555 10.183817392913623 12.908793755341323 3.0136117828078559 1.7937389388680451 1.6693764142692087 2.8072148360079137 5.5919619579799473 3.6566442102193832 1.2870195214636622 2.0727542495005826 2.1713219162775204 4.6437826373439739 4.1905857557430854 79.643169544986449 1.2850356382550661 4.2891061804257333 5.9886790152522726 4.437257735989987 0.6700196326128206 79.475178217806388 5.6099621576140626 30.790609253948787
leaf_count=50 31 34 35 14 25 20 52 465 196 74 78 28 10 29 83 15 20 34 14 62 59 1026 36 70 92 179 9 684 56 454
internal_value=-7.03635e-05 0.000213209 -0.00050835 -0.0243099 0.00938443 -0.0236564 0.000429046 0.00832669 -0.00318307 -0.0179849 -0.0278663 -0.0196815 -0.0295392 -0.081202 -0.108338 0.0330728 -0.0195515 -0.00952281 -0.0638725 0.00108578 -0.0137386 0.0104714 -0.0357739 -0.0106238 0.00269696 -0.00442627 -0.0757039 -0.000166755 0.0165462 0.00906179
internal_weight=297.386 295.765 290.29 10.9995 7.65203 4.0626 279.291 87.65 191.641 54.4852 45.8068 42.7932 36.0558 10.0686 7.26134 6.7374 3.08076 25.9872 4.24408 21.7432 17.0994 86.0424 6.39922 5.11418 137.156 90.5711 5.10728 85.4639 46.5844 40.9744
internal_count=4034 4003 3969 94 59 45 3875 1647 2228 558 506 428 365 122 93 63 48 243 48 195 133 1182 156 120 1670 964 188 776 706 650
is_linear=0
shrinkage=0.1


Tree=73
num_leaves=31
num_cat=0
split_feature=1 0 4 0 1 4 1 1 1 0 4 3 2 4 0 3 3 4 4 1 0 0 4 3 0 1 3 0 4 2
split_gain=0.378265 2.71206 1.71068 2.5406 2.16835 1.37002 1.76352 1.322 4.21221 2.7146 2.01671 3.31203 4.94249 1.77347 1.38187 1.80893 1.68518 2.57497 1.81473 1.33858 1.93662 2.42451 3.627 3.23402 2.65796 2.14996 2.14249 4.91182 1.7919 2.51423
threshold=64.665483411650015 89.705782438650019 38.625745710700009 85.812895065800021 61.87486387225001 37.784765830350004 60.613977009100005 66.351146659450009 66.590419433100024 89.953120586650016 36.79544512155001 0.081155000000000019 -0.073609999999999995 38.244973486750006 92.313586825200005 0.12535000000000004 0.11379500000000002 37.784765830350004 47.927946529500012 67.940025414550021 93.953546284800012 94.773526014550015 38.748048509250005 0.090390000000000012 94.165934477050016 68.910558799650019 0.091290000000000024 93.692765846100016 36.364346611650006 -0.10623499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -9 10 -2 -12 13 -13 16 19 17 -10 -19 -16 26 22 -22 25 -25 -24 28 -28 -21 -30
right_child=7 -3 -4 -5 -6 -7 -8 8 14 -11 11 12 -14 -15 15 -17 -18 18 -20 20 21 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=-0.017109557083228696 0.040521824653247197 0.081256399534690091 -0.0025162097448691062 0.084125778071571289 -0.13341902191040672 -0.051574299193942852 0.096707267958323864 0.086452363989446002 0.015507252300735908 -0.10612918952833197 0.061275898890023786 -0.33697032498211982 0.015423486365245606 -0.14018400564408928 -0.093079392247374465 -0.093528226558440425 0.068997476669687238 -0.12138707312447972 0.033929690915250929 0.11832801295708213 -0.13342722413496033 0.0022837321165967085 0.10141896643887834 0.11686670774062934 -0.026015500684168746 -0.121064883953911 -0.086264846579913734 0.070704928439023526 0.09769582058154995 -0.02407088496505843
leaf_weight=2.5293129624333215 4.9596078265458328 4.3507132381200782 129.92084083659574 5.9153879955410948 1.0811680932529268 2.0565351331606507 2.9480623188428581 5.3501833826303473 3.262254433706401 3.6971573382616034 2.068868603091687 0.62341474741697256 2.2309629665687689 1.7256302484311161 1.5032239956781257 2.0767234926461233 1.2503802990540851 4.6714281013701111 0.89667084719985712 3.6100901663303393 3.3928079046308985 80.994290985661792 0.51133161783218239 2.3456936776638031 2.9259484224021435 2.8848228924907744 3.9726294204592696 4.0013685468584299 3.1072857924737045 3.7326854877173892
leaf_count=106 29 37 1167 33 60 25 29 30 20 25 29 5 31 64 13 69 8 119 9 12 35 1769 3 7 48 147 30 19 26 30
internal_value=-8.08176e-05 0.0034661 0.00112314 0.0336636 -0.000985379 0.0180198 0.0441495 -0.00370088 -0.000439654 -0.0315048 -0.00773785 -0.0437363 -0.0911721 -0.192409 -0.00415461 -0.00104417 -0.0396564 -0.0550418 -0.0963753 0.00065578 0.00191974 -0.00394501 -0.0457748 -0.0114653 0.037562 -0.0875673 0.031541 -0.00749709 0.0613293 0.0312457
internal_weight=294.597 148.802 144.451 14.5305 8.61508 7.53391 5.47738 145.795 130.49 15.3056 11.6085 6.64888 4.58001 2.34904 125.14 115.059 10.0807 8.83035 5.5681 112.982 111.479 93.0549 12.0606 8.6678 5.27164 3.39615 18.4241 7.974 10.4501 6.83997
internal_count=4034 1457 1420 253 220 160 135 2577 2394 183 158 129 100 69 2364 2208 156 148 128 2139 2126 2009 240 205 55 150 117 49 68 56
is_linear=0
shrinkage=0.1


Tree=74
num_leaves=31
num_cat=0
split_feature=4 3 0 0 3 0 0 1 1 4 3 4 1 4 4 2 2 0 3 1 0 4 2 1 2 2 0 1 4 2
split_gain=0.450486 0.573025 0.396127 0.495825 1.13062 0.572476 1.85678 0.67853 2.37737 0.951708 0.752762 1.95037 0.97967 0.833669 3.23993 0.759007 2.107 5.8869 2.02129 2.1339 2.27116 3.07053 1.84672 2.64555 2.01741 2.57988 2.09513 2.00077 1.72682 2.08856
threshold=29.342080195300003 -0.22900999999999999 67.04476885710001 71.131225215400022 0.077815000000000009 71.332859575200004 75.462331263550013 58.167480110400007 60.613977009100005 42.066503896600004 -0.27453499999999997 33.708131650200009 62.837331883000012 32.724174661450007 30.317390213800007 -0.037054999999999998 -0.053159999999999992 92.313586825200005 -0.26533499999999993 61.907125369850007 85.877418060900013 42.686561923500008 -0.06483499999999999 70.641925835650014 -0.075639999999999999 -0.079634999999999997 86.83719761350001 70.776348742200014 40.098777110850008 -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 -1 -2 4 -4 -5 -7 9 -9 -8 11 -10 -13 14 -12 16 22 -18 -17 -20 21 -21 24 28 25 -15 -27 -28 -24 -30
right_child=2 -3 3 5 -6 6 7 8 10 -11 13 12 -14 15 -16 18 17 -19 19 20 -22 -23 23 -25 -26 26 27 -29 29 -31
leaf_value=0.038424089207703016 0.086405249219736302 -0.1231269890106866 -0.11802771016923026 0.037682844076190797 0.057655651232933085 -0.11022929904398988 0.060788671591453541 -0.098237338007309105 0.094895987869308709 -0.018023937206094187 0.093272777229560219 -0.025405847310665898 -0.14665606520758898 -0.0029626715159861345 -0.16990789338848067 0.10510203856535741 -0.13637298259057642 0.01679722754882244 0.082574049739831623 -0.13646751314137337 0.0076128163826550566 0.054499059713873393 0.089166184360962866 -0.058828132332458788 -0.038092505071780587 0.089289368996539872 -0.061393916942377537 0.049713548635100316 0.069584490369167501 -0.039093064234391892
leaf_weight=0.33365663071162999 0.531807852210476 0.64207070038537395 1.0296335084130976 4.0451395090203723 0.56861163675785054 1.525570569676346 4.2012371942400923 2.4598840766120693 0.76323992665857021 2.4117553941905499 0.78217409021453832 1.3245216412469747 1.3410568286781197 137.7711090540397 1.1636893248942213 2.1687201528111464 4.2337324153631908 6.1601809127023444 3.575961514376103 2.4993664775975044 67.990196599450428 1.2697056662291286 6.3066186681389826 2.6167348460294297 14.479381373297654 5.6860476899892074 2.6251551769673824 4.2359137419844046 3.6700646579265603 3.4126660369802257
leaf_count=48 13 59 141 26 12 180 21 62 5 34 11 12 75 1870 46 21 36 36 23 42 847 26 28 47 132 76 24 35 22 24
internal_value=-4.91904e-05 -0.0678835 0.000178376 2.04251e-05 -0.0555244 0.0003279 -0.000202902 0.000389906 -0.000367101 0.0320457 0.000511302 -0.0460498 -0.086407 0.00110118 -0.0641178 0.00157348 -0.00181035 -0.0455933 0.00992118 0.00718115 0.00342412 -0.0721357 0.000706614 0.0331354 -0.00244305 0.000990877 0.044402 0.00720205 0.0511082 0.0172205
internal_weight=291.826 0.975727 290.85 290.318 1.59825 288.72 284.675 283.149 276.536 6.61299 274.076 3.42882 2.66558 270.647 1.94586 268.702 191.198 10.3939 77.504 75.3352 71.7593 3.76907 180.804 16.0061 164.798 150.318 12.5471 6.86107 13.3893 7.08273
internal_count=4034 107 3927 3914 153 3761 3735 3555 3500 55 3438 92 87 3346 57 3289 2330 72 959 938 915 68 2258 121 2137 2005 135 59 74 46
is_linear=0
shrinkage=0.1


Tree=75
num_leaves=31
num_cat=0
split_feature=4 2 1 1 1 0 1 0 3 1 4 1 1 2 4 1 1 4 2 4 4 2 2 2 2 3 2 1 1 0
split_gain=0.390446 0.520359 0.362432 3.36024 1.8599 1.15215 2.54285 2.99959 1.48632 1.5242 1.22491 1.79381 1.82789 1.78236 1.66972 1.62115 1.33963 2.25605 1.85285 1.30318 3.2313 1.74583 5.11148 2.72225 2.2336 2.56206 1.7565 1.56174 2.09422 1.5591
threshold=29.342080195300003 0.23835000000000003 66.590419433100024 66.351146659450009 65.687097501250022 91.937202686950016 67.940025414550021 90.767723400200012 0.13377000000000003 67.192634054300015 43.680097826700013 70.332753150650021 70.389210771400016 -0.167075 43.384297312450009 72.187789260650007 68.910558799650019 42.599563320500003 -0.083424999999999985 39.792680591700012 39.522095559600011 -0.073609999999999995 -0.091639999999999985 -0.102645 0.061925000000000015 0.097970000000000015 -0.10946499999999999 75.077881750900005 81.011308844800013 94.203572890950014
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 9 -7 14 -12 -13 15 16 -14 -11 19 -19 20 21 22 23 26 27 -26 -18 -23 -29 -21
right_child=2 -3 5 -5 -6 8 -8 -9 -10 10 11 12 13 -15 -16 -17 17 18 -20 29 -22 24 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.12057161250933546 0.0023548226179153811 0.036591219670366243 0.05360371025079539 0.084121837834774046 -0.069762901363696145 -0.15314289593244887 -0.14241673639457827 -0.087650843710561616 -0.11671857908011925 0.04434448780497191 -0.13457745426546583 0.1151174863465394 0.11933914519132854 -0.071657971110171123 0.08571286471156403 -0.065437946318834234 -0.0065061444798758198 -0.11885189116291772 -0.00051421424187720862 0.068727439675062951 -0.10162932877505837 0.05087188022793955 -0.13517851579174991 0.10381351235379231 -0.090407066315933024 0.024655182095006202 -0.15551342355757494 -0.081030050037108933 0.079991144561710761 0.0078406780451073382
leaf_weight=0.59590317760012013 157.7024733950384 0.32587857113685459 3.3741629542782894 4.9798290878534308 3.659036135300993 0.64845127239823241 1.8789762781234456 2.7113856463693082 1.1067412860284083 6.8540250137448302 1.5118994761724005 0.94201843999326218 1.1634235959500063 4.1522926855250271 2.4190389269497237 0.80222457458148699 8.7191773097729168 2.8882197175698821 2.4416088487487277 4.6790565699338904 3.544395886710844 13.219291211105896 3.4721480998559882 2.1782665339123914 3.6739008981967336 4.0890443525277078 0.87004127260297615 2.2801548480056222 1.2507789829396641 41.561955625104019
leaf_count=72 1572 35 20 30 28 6 75 48 51 29 36 5 10 525 34 63 223 70 36 18 62 63 79 25 86 37 10 45 61 580
internal_value=-3.0451e-05 -0.0650097 0.000176966 0.00321633 0.00071948 -0.00395242 -0.0407288 -0.00933155 -0.00139358 -0.000267666 0.000611843 -0.0357243 -0.0145548 -0.0345212 0.00360267 0.0439275 0.00165002 -0.00143457 -0.0646411 0.00232785 -0.0101397 -0.00198244 -0.0285609 0.002898 0.0145412 -0.0297993 -0.0200258 0.0350909 -0.0239908 0.0140017
internal_weight=289.696 0.921782 288.774 166.341 161.362 122.433 7.96452 6.08555 114.468 113.361 112.713 8.57186 7.05996 6.11794 104.141 1.96565 101.722 94.868 5.32983 89.5382 43.2972 39.7528 15.2396 11.7675 24.5132 7.76295 9.58922 16.7502 3.53093 46.241
internal_count=4034 107 3927 1630 1600 2297 143 68 2154 2103 2097 639 603 598 1458 73 1424 1395 106 1289 691 629 337 258 292 123 233 169 106 598
is_linear=0
shrinkage=0.1


Tree=76
num_leaves=31
num_cat=0
split_feature=4 4 2 4 2 2 0 2 3 1 1 1 4 1 1 0 2 4 4 4 2 1 0 4 3 0 4 0 3 2
split_gain=0.373035 1.91798 1.00411 0.892123 1.49352 1.05219 0.541331 1.25914 0.530038 0.404336 1.89938 1.24713 0.815798 0.703131 1.10569 1.56735 1.6177 2.12389 1.38527 1.30491 1.06543 1.10492 0.82219 2.42738 1.72135 1.11462 3.94564 1.40766 1.34882 1.28434
threshold=47.927946529500012 45.295823381400005 -0.62218499999999988 48.96897326980001 -0.167075 -0.23369999999999999 75.994645973400011 0.11704500000000002 0.10507500000000002 58.167480110400007 60.613977009100005 61.049507226200006 36.957836847500012 61.622148808000013 61.778079379550007 85.57631075030001 -0.074999999999999997 43.680097826700013 44.421469061800003 45.048573272350005 -0.053159999999999992 61.950140699950005 85.812895065800021 41.147265497500008 0.087555000000000022 85.995710218650018 40.636252116050009 86.054856297550018 0.10546000000000001 -0.62218499999999988
decision_type=2 2 2 2 2 2 2 2 2 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 8 -1 -8 12 -12 -11 -13 -15 16 17 -16 22 -20 -18 -22 23 -17 -25 26 -24 -27 -28 -29
right_child=3 2 -4 4 -6 -7 9 -9 -10 10 11 13 -14 14 15 18 20 -19 19 -21 21 -23 25 24 -26 27 28 29 -30 -31
leaf_value=-0.10259060841979376 0.043686654060458796 0.065339866737459285 -0.12437432292958844 -0.027163060477384295 -0.1090079408454141 0.061858229824377824 0.029717211133722062 0.096367918182181725 0.10483732696021926 -0.0072823389258619298 0.08918709788016782 -0.050186360701217805 -0.13424689631578909 0.054076226570807628 -0.12213980410279446 -0.050882448468591079 0.064236983547564699 0.057389126472247011 -0.12099937647653432 0.069320218807399234 0.034658869872353205 -0.11972055696279488 0.024711760324734718 -0.013327021345795066 0.061023781644576142 0.064229585587873617 -0.12255103943633219 -0.065169626538635866 -0.023930235565018006 0.0017892268038196995
leaf_weight=1.6555655496194952 6.2485597581835446 0.3298351495759565 1.8096866525302164 2.8947813309496269 1.2185819644364526 2.4526390414685011 4.6032714415341607 0.47262263623997558 0.13309253752231587 0.76392418332397882 1.5799440592527378 2.7541692573577157 1.4993674505967645 3.810728892683982 3.3478046990931034 3.6835495457053211 1.6378993152175101 0.82046036701649416 1.6506107050809071 0.46083802659995843 0.88318975549191125 0.97586779110133648 6.6103130429983121 4.3736511245369902 10.810370159335433 3.5652035865932694 3.8643612433224916 2.9048064294038332 2.1630727685987949 206.95960685727187
leaf_count=353 65 5 211 35 238 15 32 7 1 8 10 29 50 15 108 17 12 7 102 7 8 47 26 39 56 14 41 57 15 2404
internal_value=-3.68457e-05 -0.000816422 -0.0951274 0.0166395 -0.00909995 0.0136673 -7.45397e-05 -0.0487983 -0.0871561 0.000333947 -0.000176235 0.000609174 -0.0913928 7.35416e-05 0.000608986 -0.000190935 -0.0447244 -0.0868022 0.00119082 -0.0794608 0.00543119 -0.0463789 0.00188608 0.021941 0.0396076 0.000212292 -0.0286437 0.00192093 -0.0871589 0.000862426
internal_weight=286.938 274.124 2.13952 12.8146 6.566 5.34742 271.984 2.26128 1.78866 269.723 265.12 262.856 2.26329 261.277 258.522 254.712 7.66522 4.16827 247.046 2.11145 3.49696 1.85906 244.935 18.8676 15.184 226.067 12.6377 213.43 6.02743 209.864
internal_count=4034 3681 216 353 288 50 3465 361 354 3104 3072 3014 58 3004 2975 2960 182 115 2778 109 67 55 2669 112 95 2557 82 2475 56 2461
is_linear=0
shrinkage=0.1


Tree=77
num_leaves=31
num_cat=0
split_feature=2 2 2 2 4 2 1 0 1 3 3 3 0 2 1 1 4 4 2 1 0 4 0 4 1 3 1 3 0 3
split_gain=0.538986 0.401617 0.562605 1.49622 1.13863 0.809314 0.799426 1.38986 0.825641 0.629799 1.04581 0.628763 0.61375 0.454224 0.569292 1.18235 1.01436 1.78751 1.51909 0.492613 1.05987 2.76904 1.6024 1.75618 2.64468 1.42182 1.40405 4.52713 0.833894 0.818732
threshold=-0.69416999999999995 -0.63113999999999992 -0.58559499999999998 -0.50001499999999999 49.283271594150008 -0.58287999999999995 78.285212300550015 101.72856719805002 71.658163008950012 0.085035000000000013 0.083950000000000011 0.092465000000000033 102.11570516885001 -0.45120499999999997 81.479100559500012 82.457699319000014 42.402981339000007 42.536568606950006 -0.13509999999999997 80.468240302450013 97.878695155250014 42.310579034350006 101.55650587770002 41.066313126200008 72.752365468100024 0.090735000000000024 75.408562100950022 0.082535000000000011 100.69082235970002 0.080770000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 4 5 -4 8 -8 -3 10 -7 -10 -9 -5 19 -16 18 -18 -17 20 26 22 23 24 -22 -24 29 -28 -21 -15
right_child=1 2 3 13 -6 9 7 12 11 -11 -12 -13 -14 14 15 16 17 -19 -20 28 21 -23 25 -25 -26 -27 27 -29 -30 -31
leaf_value=0.070857526314615046 -0.041638025000635986 0.032875842949352412 0.0080213230345274975 0.054962593779177553 0.069288743484738471 -0.12021786474879717 0.11144675716571978 0.10687378042324763 0.015666855076906027 -0.13482450562006917 0.11318339804834082 -0.064139529867139305 -0.10614180848691052 0.01007023466665785 -0.11853637600749622 0.059146224048060796 0.12504285462050266 -0.10295196389428928 -0.11328820623825771 0.076399774039238935 0.044346234469959486 -0.1222979867068763 0.074166687320423225 0.016059207852666613 -0.10864371895274494 -0.025485786099430797 -0.13137518993533423 0.075435565592555986 0.0068387722582949409 -0.0037532296058606766
leaf_weight=1.0680176714668039 2.3326688790111794 5.361100731417535 0.80739005692885291 1.4965606073383231 0.58968806755729009 0.50108771570376065 2.0065146256238218 0.18198402225971211 1.8345003109425309 2.0527001503214706 0.31120163202285767 2.1374701238237321 0.52681679680244997 57.989938964135945 1.2360595244681452 0.80646346899447996 1.1097610220895147 0.49826646967267141 1.3940301562543029 2.203753372654317 1.5342860892415098 2.461910380749031 3.4659528094343832 4.2796781035140157 4.2872144524008036 2.4394879303872585 1.2577926004305471 6.6791189529467374 7.9060003897175193 164.06462564878166
leaf_count=18 46 25 15 15 6 78 10 1 18 81 1 23 82 879 77 103 10 327 304 10 5 121 40 32 103 37 70 52 75 1370
internal_value=-4.85857e-05 -0.000315468 2.70496e-05 -0.000918557 -0.0596978 -0.0804097 0.0211685 0.0689244 0.00727469 -0.105331 -0.0307979 -0.02728 -0.0514502 2.641e-05 -0.000285467 -0.033556 -0.00597548 0.0543959 -0.0500924 0.000363625 -0.000516828 -0.023565 -0.00837934 -0.0325715 -0.0683224 0.0330011 0.00133396 0.0426615 0.0220019 -0.000143208
internal_weight=284.822 283.754 281.421 269.373 4.26207 3.67238 12.0484 2.71532 9.33307 2.86499 0.812289 3.97197 0.708801 265.111 263.614 5.04458 3.80852 1.60803 2.20049 258.57 248.46 18.4685 16.0066 10.1012 5.8215 5.90544 229.991 7.93691 10.1098 222.055
internal_count=4034 4016 3970 3811 181 175 159 93 66 160 79 41 83 3630 3615 821 744 337 407 2794 2709 338 217 140 108 77 2371 122 85 2249
is_linear=0
shrinkage=0.1


Tree=78
num_leaves=31
num_cat=0
split_feature=2 1 1 1 2 1 3 1 0 0 3 3 4 3 2 0 0 1 1 1 2 2 1 0 2 2 1 4 1 4
split_gain=0.456761 0.371992 1.34971 2.29941 2.55225 1.64048 1.62361 1.61314 2.15111 1.6916 1.44951 1.13108 1.92219 2.4024 1.93777 1.88262 1.20102 1.06364 1.20217 1.35084 4.47363 4.52287 0.968798 1.99842 1.79992 2.03383 4.14564 2.61091 4.29079 3.52751
threshold=-0.69416999999999995 61.977025281250008 62.041548276350007 62.036171360100006 -0.084275000000000003 62.009286778800011 0.10040500000000002 61.998532946250002 85.812895065800021 85.877418060900013 0.09180000000000002 0.09551500000000003 40.467253020850002 0.10249000000000003 -0.084794999999999995 85.877418060900013 86.479632682150012 62.046925192600007 62.052302108850007 62.095317438950012 -0.089094999999999994 -0.079634999999999997 64.665483411650015 89.705782438650019 0.0023400000000000005 -0.081354999999999997 64.184249406300026 42.047301293400004 62.272755675600003 40.241071441700008
decision_type=2 2 2 2 2 2 2 2 2 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 7 6 -6 8 -3 -9 -7 15 13 -13 -14 -2 -17 -4 -19 20 -20 -22 23 24 25 26 27 29 -29 -21
right_child=1 2 17 -5 5 10 -8 9 -10 -11 -12 12 14 -15 -16 16 -18 18 19 22 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.066566614531542806 -0.00396653776017559 -0.027639145486723228 -0.0717657297797578 0.10533924606387356 0.090661583026423284 -0.051743593212509632 0.0096949546099024224 -0.07150134688431467 -0.26600306153461623 0.028663251684085178 0.032731291352040802 0.10394769617050797 0.014153141834779566 0.0020349714508852809 -0.076970068238663703 -0.09255946805919496 -0.019887238668567207 0.06691530516021231 0.032022118439380992 -0.078618410641803652 -0.19669259263943709 -0.031244066344446639 -0.0035913905940228629 0.081477829845179484 -0.066277897539731997 0.041401057631361447 0.099557285001157167 -0.14896928866354431 0.0042674128609836576 0.038936954415804262
leaf_weight=1.0254661219078105 21.565294649859428 0.92612701258622621 2.1357626477256408 2.923979388549923 6.3599993176758307 3.3129279967397434 4.0562269221991301 2.8746754890307784 0.64039468020200729 4.0776781067252159 5.2505600601434708 3.8309953641146439 6.1868462227284908 5.8378006238490343 3.7471206837799382 4.8040389697998744 4.3182991817593575 2.586304902099072 6.1307386760599911 3.5947118529584285 2.3903006073087454 5.3515820167958719 137.43437934495159 3.9260038547217837 3.1148059072438619 15.018146948423238 3.2037800629623225 3.5674358438700429 3.746161550283432 8.8051160443574172
leaf_count=18 503 61 17 24 27 38 26 39 5 15 27 18 35 38 36 29 28 12 31 31 26 38 2567 36 26 155 24 43 20 41
internal_value=-5.19223e-05 -0.000294417 0.00139951 0.0210294 0.0120646 0.0324751 0.059132 -0.0334091 -0.125082 -0.012753 5.07752e-05 -0.00808957 0.0106745 0.0424151 -0.0202188 -0.0200758 -0.0581582 -0.00157152 -0.000817669 -0.00171015 -0.0317921 -0.0823262 0.00057764 0.013317 0.00679817 0.0127983 -0.00594568 -0.0230918 -0.0704786 0.00485764
internal_weight=282.744 281.718 231.428 30.4226 27.4986 18.9797 10.4162 8.51888 1.56652 6.95235 8.56349 50.2904 19.6028 9.6688 9.93397 30.6876 9.12234 201.005 198.869 196.283 13.8726 7.74188 182.411 44.9762 41.0502 37.9354 22.9172 19.7134 7.3136 12.3998
internal_count=4034 4016 3329 262 238 118 53 120 66 54 65 687 127 56 71 560 57 3067 3050 3038 95 64 2943 376 340 314 159 135 63 72
is_linear=0
shrinkage=0.1


Tree=79
num_leaves=31
num_cat=0
split_feature=4 4 0 4 1 4 3 3 0 4 4 4 2 2 4 2 2 4 2 4 4 3 0 0 0 2 2 3 3 4
split_gain=0.331444 1.70604 3.30861 1.70126 2.51801 1.64933 1.72039 2.31198 2.24177 1.67225 1.8893 2.66604 1.9089 1.81642 3.13491 1.70413 1.41679 2.21556 2.52391 2.1195 2.07575 3.41253 2.37862 1.86332 2.5675 1.66746 3.57384 4.27834 7.78505 3.23461
threshold=41.243661560350013 40.844669808050007 86.103248543850015 41.32819714970001 62.052302108850007 40.633548727200008 0.10371000000000001 0.088075000000000028 85.925810307250018 40.241071441700008 40.003678352300007 39.952536079750011 -0.078504999999999991 -0.073609999999999995 40.137820134150012 0.04794000000000001 -0.14429 39.792680591700012 -0.24468499999999999 39.577821550850011 36.79544512155001 0.084360000000000018 99.128828185900019 89.582113364650013 85.121961326250016 -0.10946499999999999 -0.073609999999999995 0.092505000000000018 0.09062000000000002 36.124181380200007
decision_type=2 2 2 2 2 2 2 2 2 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 9 7 8 -7 10 11 16 -12 -14 -15 -11 17 18 20 23 -1 -22 -23 24 -18 -25 27 28 29 -27
right_child=3 2 -4 -5 -6 6 -8 -9 -10 15 12 -13 13 14 -16 -17 19 -19 -20 -21 21 22 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.0343371266624595 -0.00089027508905238141 -0.09085194576920666 0.046127384080172557 -0.0010040571504410418 -0.12291637034422319 0.043666888707726115 -0.14011215332331822 0.031422728231839406 -0.12769212558017576 0.044512932486933637 -0.12189915945451398 0.07783926819207676 0.069621843312011406 -0.12472991997027322 0.022542674193052815 -0.041813909326924185 -0.021967553774072838 0.11673105247718141 -0.13744917575999074 -0.041989634058062969 0.056069980302099025 -0.15384750649065781 0.011921364704095671 0.045267611441048905 0.054795537849747923 0.043034403161383988 0.0079837505059714084 -0.14369336337982283 0.12692135736115173 -0.15409080327947211
leaf_weight=4.0089992613502528 4.0494546941481522 1.9731527297990421 16.582886559132021 123.04305921072955 2.9035264342091978 1.0687236269004627 1.490823420404922 3.8809675363590941 2.6726767656509764 14.622669148200659 2.3884928447951097 4.4005195815116158 1.7604656964540479 2.7153563711326552 3.0903679565526545 2.7106011980795293 6.0285532553680268 0.93233642936684269 2.3085718900838375 9.1271726480335911 1.8284571501426397 3.0727448696270585 1.2050820442964321 6.4794555016269362 15.716125404462217 1.1725570718117433 30.383144097577329 3.8440546264173463 2.5244232665281743 2.869496792263817
leaf_count=108 23 31 135 2117 43 53 15 22 36 119 33 15 5 45 26 32 72 8 198 94 27 45 33 67 90 14 377 79 9 63
internal_value=-2.27799e-05 0.00316614 0.0315617 -0.00372349 -0.0518477 -0.00081646 -0.0418672 -0.0226519 -0.0787438 0.00222035 -0.00249426 0.00180994 -0.0439602 -0.0193564 -0.0463372 0.031013 -0.0018465 -0.0319453 -0.0431026 0.00329785 -0.0215702 -0.0582754 -0.10715 0.00928684 0.0335135 -0.00185695 -0.00934197 -0.0599071 -0.0108581 -0.0969069
internal_weight=280.855 150.859 18.556 129.996 6.95298 132.303 9.11319 7.62237 3.7414 123.19 105.856 95.9017 9.95468 7.56619 5.80572 17.3333 91.5012 13.3562 12.4239 78.145 10.1153 6.10628 4.27783 69.0178 21.7447 47.2731 40.7937 10.4105 6.56648 4.04205
internal_count=4034 1851 166 2183 66 1685 126 111 89 1559 1408 1299 109 76 71 151 1284 419 411 865 213 105 78 771 162 609 542 165 86 77
is_linear=0
shrinkage=0.1


Tree=80
num_leaves=31
num_cat=0
split_feature=4 2 3 4 2 3 2 4 4 4 1 2 2 0 0 4 3 1 2 2 4 4 4 1 0 4 3 0 1 0
split_gain=0.327677 1.31977 1.18334 0.445409 4.22478 1.01018 2.02596 0.652026 1.9326 1.91214 1.56951 1.89274 1.63877 2.76344 1.48175 1.78398 1.28673 1.1682 2.33211 1.15914 1.98677 1.15892 2.20894 1.41026 2.95303 1.95438 0.991982 0.694554 1.77637 5.56075
threshold=32.051492741500006 -0.10623499999999998 0.088555000000000023 34.654301448200009 0.17076500000000003 0.094375000000000028 -0.11347 37.038444968100009 36.79544512155001 37.828051409500013 71.397382570300024 -0.59681499999999998 -0.0034049999999999996 89.813320763900023 89.582113364650013 36.124181380200007 0.09062000000000002 67.649671936450019 -0.046635000000000003 0.26941000000000009 39.051326806600009 38.748048509250005 38.625745710700009 64.665483411650015 94.773526014550015 38.244973486750006 0.09180000000000002 87.350693116400024 64.02831883475001 90.407470010750018
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 12 -12 13 14 15 -5 -10 -9 -19 21 -21 22 23 -11 -25 -26 -27 -23 -29 -30
right_child=3 2 -4 7 -6 -7 -8 9 16 19 11 -13 -14 -15 -16 -17 -18 18 -20 20 -22 27 -24 24 25 26 -28 28 29 -31
leaf_value=-0.13927882468523808 -0.12209227416033658 0.082022660403695546 -0.11864933713211495 -0.0516353938106653 -0.14170853128947514 0.078906866147287771 0.05663795402873173 0.075745741399897593 -0.13100221434335271 0.033535445650373752 0.10857946676105806 -0.1155976882108371 0.068959128737703212 -0.065820214670748653 0.11571282562943007 0.09783464794300345 -0.023411344378791651 -0.11620528405173172 0.044900544214003107 0.027632928572901574 -0.123707284155897 -0.00385162798680482 -0.14150556520368701 -0.10901401662951189 -0.11191007275660454 -0.0049786023329081198 0.10663309493407025 0.036297242290760846 -0.11736401587316739 0.0068939620538296144
leaf_weight=0.81673905483330633 0.88767349842237298 0.96533057777560205 0.42245614249259233 2.1977144950069474 1.3474003007286226 4.7563848906720523 2.2211444887798266 5.3024907791987044 2.1712355720810583 4.0566542688757146 0.46200951747596297 2.037895474873948 3.6838441193103817 4.5913332179188728 1.7461921274662016 1.2542119864374397 2.2775664230575785 1.1561241390008943 4.0324973152019083 1.5369440454524004 1.9913340568309648 111.17186530405888 1.5384882267098881 3.3735399558208883 0.91155443192110386 1.5047463873343079 1.6914101295405997 17.780595809221268 3.7582626589573911 86.348343835459673
leaf_count=103 38 40 39 33 24 44 36 45 27 34 9 120 22 36 6 32 18 66 28 22 71 1160 13 32 48 25 20 122 75 1646
internal_value=-2.03361e-05 -0.0384208 0.0209361 0.000286618 0.0219044 0.0499332 0.00560438 -0.000460468 -0.0176307 0.000964045 -0.00139589 -0.0741673 0.0121065 -0.00928757 0.0406459 0.00267258 -0.075921 0.0427366 0.00900308 -0.000895557 -0.0577824 -3.0922e-05 -0.0289506 -0.0139423 -0.0396867 0.0172497 0.0540865 0.00169539 0.0074113 0.00171128
internal_weight=277.994 2.20453 1.38779 275.789 9.2126 7.8652 3.10882 266.577 20.422 246.155 15.9732 2.4999 13.4733 9.78945 5.19812 3.45193 4.4488 10.4911 5.18862 235.664 3.52828 232.135 13.0764 11.5379 7.48125 4.10771 3.19616 219.059 107.887 90.1066
internal_count=4034 182 79 3852 142 118 74 3710 303 3407 258 129 129 107 71 65 45 139 94 3268 93 3175 172 159 125 93 45 3003 1843 1721
is_linear=0
shrinkage=0.1


Tree=81
num_leaves=31
num_cat=0
split_feature=3 3 3 2 4 0 2 0 3 4 2 1 0 0 0 3 3 0 0 3 4 3 2 2 3 1 1 4 2 4
split_gain=0.346985 0.521927 0.515862 2.2055 1.34027 0.72593 0.699394 1.77609 1.52844 1.31176 2.39973 1.72419 3.88528 3.13573 2.30387 2.0763 1.66061 1.84691 1.65114 1.53026 1.64286 1.52953 1.44556 2.46815 3.31891 1.43923 1.2864 1.2794 2.50386 2.26263
threshold=0.4381000000000001 0.41991500000000009 0.12201500000000003 -0.11963999999999998 39.861052345600008 86.162394622750014 -0.10290999999999999 102.21786657775002 0.11660000000000002 38.748048509250005 -0.12546499999999997 62.00390986255001 85.963448721100022 94.300357383600002 97.521130223850008 0.098105000000000026 0.091935000000000031 98.674478761850011 99.744485097750015 0.10065000000000003 48.96897326980001 0.085665000000000033 -0.11103999999999999 -0.14654999999999999 0.086230000000000015 57.576019321700009 62.084563606450011 38.400997490450003 -0.099639999999999992 38.748048509250005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 -6 7 8 9 10 21 12 -11 15 19 22 17 -16 -18 20 -15 25 23 26 -25 -1 -13 -8 -29 -30
right_child=-2 -3 3 4 5 -7 27 -9 -10 11 -12 13 -14 14 16 -17 18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.021313237011948247 -0.048882418978014291 0.032211169117385349 -0.11843796515425316 -0.063488437779590595 -0.0086067449693186509 0.060928858284175096 0.014549548911835523 -0.10606154436714282 0.10744979503217429 0.0016665991811036192 0.022386196176766737 -0.019887433774890884 -0.17243361768945653 -0.10371291282949553 0.098178181208861154 -0.041666804374651457 -0.078763451684166194 -0.044844093887261793 0.033106450958513098 0.060684673496264156 0.048479169040908709 -0.018372077445887858 0.11394894726444049 0.052720073716185915 -0.064198916470553258 -0.14815475611989867 0.08295836278840657 -0.090293914072986398 -0.089319785214927186 -0.0030257970509347891
leaf_weight=0.62916942837182466 1.4455819316208351 5.012660519918426 1.9374669499229629 2.3858827069634554 3.0975853791460395 2.9134343902696855 34.150712587230373 1.3312345804151835 1.5905224494636048 14.458101124851963 6.766467431560157 1.3567937761545241 1.4065079689025868 4.4334404342807856 3.5455474504269642 2.571724879089742 2.496905229985714 1.211385974078439 2.7975173778831959 0.91553649306297291 0.8443601878825574 3.6995092299766839 3.3399625718593589 6.1587126571685094 4.0078229503706098 2.4626349525060505 11.736135573417412 3.5172869429225093 3.1056664417264974 140.38293463400623
leaf_count=56 31 34 25 27 22 20 461 463 14 239 39 8 10 151 16 19 29 96 19 3 16 52 11 36 27 122 186 51 39 1712
internal_value=-1.80408e-05 0.000239512 -0.000355706 -0.0222649 -7.42967e-05 0.0250959 0.000518775 0.00845164 0.0104462 0.00838463 -0.0197624 0.0146119 -0.0137686 0.0245258 -0.0106859 0.0441343 0.0188754 0.0617566 -0.0196526 -0.0586618 -0.0793647 -0.0617567 0.0524298 0.0435959 0.0066286 -0.113669 0.0723007 -0.00288634 -0.00693685 -0.00489354
internal_weight=275.709 274.264 269.251 10.3344 8.3969 6.01102 258.917 77.76 76.4288 74.8382 13.5578 61.2805 15.8646 45.4158 16.2447 29.1712 10.0514 4.75693 5.29442 6.19334 5.2778 6.79131 26.5994 23.2595 10.1665 3.0918 13.0929 181.157 147.006 143.489
internal_count=4034 4003 3969 94 69 42 3875 1612 1149 1135 269 866 249 617 330 287 160 112 48 170 167 230 268 257 63 178 194 2263 1802 1751
is_linear=0
shrinkage=0.1


Tree=82
num_leaves=31
num_cat=0
split_feature=4 3 4 3 3 3 3 4 2 0 1 4 2 4 2 3 4 4 0 4 4 2 2 2 0 2 0 3 0 3
split_gain=0.311152 1.54759 1.77817 2.1493 1.92062 1.41321 3.32375 2.96227 1.65347 1.65392 3.16025 1.99922 2.67651 1.81362 1.60469 1.4819 1.39122 1.69261 1.38098 1.37397 2.34571 2.72833 2.43471 2.3027 2.02533 2.65278 1.75166 1.43905 1.84217 1.36416
threshold=41.243661560350013 0.088145000000000015 43.752965619700007 0.09091500000000001 0.10157500000000001 1.0000000180025095e-35 -0.144095 41.436838994450007 -0.23783499999999999 86.756543869550015 62.095317438950012 43.047778594550003 -0.071864999999999998 44.952171034750002 -0.25236500000000001 -0.23921499999999998 49.122847560300009 48.86568841230001 71.249517373150013 41.360869295700006 41.50623664750001 -0.13953999999999997 -0.08786999999999999 -0.082094999999999987 86.565663342300013 -0.097799999999999984 94.203572890950014 0.089920000000000014 86.420486603250012 0.091645000000000018
decision_type=2 2 2 2 2 2 2 2 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 5 4 -4 19 6 15 -8 -7 11 -11 12 -10 -13 -9 18 17 -12 -2 -3 -21 -22 24 -24 25 -23 -26 -25 -29 -1
right_child=1 2 3 -5 -6 8 7 14 9 10 16 13 -14 -15 -16 -17 -18 -19 -20 20 21 22 23 27 26 -27 -28 28 -30 -31
leaf_value=-0.006867198385718646 -0.13443414914661916 -0.098418168537153322 -0.1017734667625395 0.06113652127617878 0.0029405623273948368 -0.12131831050829059 0.13076183360404076 0.053255889068969359 0.08611660420815026 -0.10802460567984085 0.01083646666645348 -0.04131731189665868 -0.030985879500865062 0.077921139710916201 -0.13701290196772306 0.069259463307340285 -0.10822129409577891 0.1274284967871793 0.0010805857331185038 0.056701770054071121 0.029416140187827546 0.040079605233268839 0.023437866532187684 0.0055735214155083652 -0.25373467511602671 -0.13049266649540309 -0.10179235292955274 -0.019190516023988483 -0.12238038601398978 0.012545544887700681
leaf_weight=69.981512363054208 0.81935642712051127 3.2265812066616482 0.96111575679969874 5.1454796830366831 19.91977834541467 0.87759805627865617 0.55113865516614069 0.50052055902779091 10.162317856214941 2.3570472449064246 27.950215798788129 4.3123124756384632 2.4157932945527145 1.8114234437234698 3.8743865032447502 3.0842303838580856 0.92978084730566379 1.3031998567748804 9.1466165198071376 2.8401039224118021 4.7864812080224537 1.6747738588601353 5.071245241153524 2.5178320859267735 1.2542272284626963 2.0012955511920216 1.9205889145669059 2.8358272016048431 4.4367076822090894 74.986038534989348
leaf_count=1168 60 33 78 64 170 102 2 14 107 28 517 54 26 27 154 66 217 4 145 18 41 11 40 28 10 35 42 37 53 683
internal_value=-2.75289e-06 -0.00358166 -0.0155763 0.0354962 -0.0215185 0.00644444 -0.0177329 -0.0877209 0.0147833 0.0171142 0.00349429 0.0408122 0.0636255 -0.00604614 -0.115245 0.00868541 0.012203 0.0160305 -0.0100608 -0.0364796 -0.0296679 -0.0389248 -0.0539904 -0.0312547 -0.103311 -0.052782 -0.161818 -0.0595845 -0.0821429 0.00317425
internal_weight=273.656 128.688 58.592 6.1066 52.4854 70.0959 17.9762 4.92605 52.1197 51.2421 32.5402 18.7018 12.5781 6.12374 4.37491 13.0502 30.1832 29.2534 9.96597 32.5657 29.3391 26.499 21.7125 14.8616 6.85089 3.67607 3.17482 9.79037 7.27253 144.968
internal_count=4034 2183 660 142 518 1523 441 170 1082 980 766 214 133 81 168 271 738 521 205 348 315 297 256 158 98 46 52 118 90 1851
is_linear=0
shrinkage=0.1


Tree=83
num_leaves=31
num_cat=0
split_feature=3 3 3 3 0 4 4 3 2 2 3 2 4 3 4 0 1 0 0 2 4 2 1 0 4 0 1 1 1 2
split_gain=0.293581 0.406068 0.525894 0.489913 0.962598 2.0183 1.0604 0.744221 0.845903 0.634331 2.78359 1.88447 3.00268 2.32749 2.26927 3.01168 1.80509 1.94637 1.70665 1.50278 2.56666 2.31376 2.51526 1.38959 1.46985 1.26911 2.02157 1.67928 1.23502 1.22867
threshold=0.4381000000000001 0.41991500000000009 -0.65607499999999985 0.11768500000000003 86.692020874450009 41.436838994450007 39.184300550350009 0.11379500000000002 -0.068964999999999985 -0.0034049999999999996 0.10433500000000002 -0.037054999999999998 41.872294782850005 0.083155000000000021 40.280372415600006 93.399723909900004 60.613977009100005 67.04476885710001 89.953120586650016 0.048475000000000011 41.481306584950012 0.051245000000000013 62.057679025150001 89.415428960600011 40.844669808050007 91.394134144600017 68.20618276945001 68.910558799650019 62.154463517850012 -0.053159999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 5 -5 -6 9 -9 11 16 29 14 -14 15 -13 17 -11 -12 20 -18 -21 -23 -24 25 -25 -27 -28 -15 -4
right_child=-2 -3 3 4 6 -7 -8 8 -10 10 18 12 13 28 -16 -17 19 -19 -20 21 -22 22 23 24 -26 26 27 -29 -30 -31
leaf_value=0.10424860524585028 -0.044777777119112759 0.028769871916735253 0.00090537205185087515 -0.0025708850277817719 -0.043328144077918046 -0.11910777262455835 0.034247924085485645 0.084153668429656561 -0.00094754612173098517 0.10689375609740613 -0.030890918438631971 -0.054606736691732653 -0.16269611786352089 0.034489277423601521 0.087109601956465194 0.070009876158802373 -0.0039015860871682373 -0.14011325432475916 -0.15889149268591418 0.11046262043512814 -0.13668603041990657 0.076314779903632848 -0.087215446454489851 0.085800380188981701 0.027863036480439897 -0.1656131151420259 0.084152416748089931 -0.031343439103091258 -0.088886355566390685 -0.035149698689053724
leaf_weight=0.48033092229161312 1.4567662100307632 4.8966834558523251 167.39802783350751 3.8273023534566146 2.813586670497898 2.4295116662979126 4.7146185081510339 2.253141791181406 2.4252548012882462 0.39284259919077102 2.3257144084200254 3.6080417712219122 1.1365703544579435 2.8607208896428351 8.4790174346417171 4.1932649802765809 5.528042232443112 1.6974376436555756 1.8866365971334742 2.1715876476955591 1.9760689683025701 4.1412854958325651 2.0167796142632168 1.0302872061729456 10.391617800603852 1.0077228052541602 1.4168227016925801 11.293928390863583 1.1325962347909806 10.017086967825888
leaf_count=17 31 34 2586 24 35 31 42 20 21 4 17 31 43 21 71 30 62 131 39 11 91 26 34 10 165 23 5 242 66 71
internal_value=-6.4359e-06 0.000235176 -0.000291998 -0.000481796 -0.018836 -0.047822 0.00525469 0.000527107 0.0400377 -0.000223988 -0.0106355 0.00225166 0.0302765 -0.0364382 0.0512981 0.0123757 -0.00304652 -0.0936913 -0.0882201 0.00157769 -0.0388679 0.0106458 0.00372013 -0.00735007 -0.000943206 -0.0212394 -0.0292783 -0.0184695 -0.000502879 -0.00113034
internal_weight=271.399 269.943 265.046 264.566 13.785 6.25681 7.52821 250.78 4.6784 246.102 47.2768 198.825 21.4102 5.12989 16.2803 7.80131 43.0644 2.09028 4.21235 40.9741 7.50411 33.47 31.2984 27.1572 25.1404 14.7488 13.7185 12.7108 3.99332 177.415
internal_count=4034 4003 3969 3952 132 55 77 3820 41 3779 860 2919 262 130 132 61 804 135 56 669 153 516 505 479 445 280 270 247 87 2657
is_linear=0
shrinkage=0.1


Tree=84
num_leaves=31
num_cat=0
split_feature=4 0 4 2 2 2 3 2 1 4 3 4 2 0 1 0 1 1 3 2 1 2 1 2 3 3 0 2 4 0
split_gain=0.287426 0.972929 0.930386 0.9206 5.95163 2.3111 1.83717 3.79062 3.5018 1.9509 2.32612 1.82502 1.75836 1.9452 2.69644 2.54058 1.65655 2.98419 1.59496 1.58591 1.44056 2.2078 2.47217 1.67426 1.41798 4.25856 1.37156 1.22402 1.42158 1.16648
threshold=42.141702038450013 103.48144189910001 42.066503896600004 -0.096529999999999991 -0.087234999999999993 -0.075639999999999999 0.096885000000000013 -0.5775499999999999 72.378669787950017 43.680097826700013 0.091645000000000018 47.927946529500012 -0.06828999999999999 86.756543869550015 62.213609596700003 85.683849075550015 62.00390986255001 66.590419433100024 0.079430000000000014 0.15844000000000005 62.009286778800011 -0.078649999999999984 62.165217350350012 -0.084275000000000003 0.088145000000000015 0.086520000000000027 85.667718326750006 0.096390000000000017 43.157831852650006 67.04476885710001
decision_type=2 2 2 2 2 2 2 2 2 2 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 24 18 8 -8 9 -2 11 16 -7 15 -15 26 -11 -18 -6 27 -20 22 -22 -24 25 -5 29 28 -16 -14
right_child=3 -3 -4 4 5 12 7 -9 -10 10 -12 -13 13 14 19 -17 17 -19 20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0018517185328055228 0.058704564361414385 -0.060444601107740081 0.049473617430817511 -0.14075776157777373 -0.050872921825344267 -0.15362958270882601 0.035405435084920625 -0.17064267375403958 -0.1161745696820405 -0.15162505015585698 0.08922062440500704 0.013619289577602814 0.10336888123162176 0.10688786633319068 -0.053811291812849993 -0.13281677698198446 0.058586626033969635 -0.12995716746623884 0.090887328958360339 0.075451616744921901 -0.087990161603147654 0.09041832682694706 0.091600803129438413 -0.016234185381376456 -0.14887466988706707 0.052962260944317753 0.11542652624364796 -0.12584947754326212 0.02502157965798435 -0.10508978136346188
leaf_weight=184.08074821531773 10.556412694859324 2.4553308178292346 4.1960271897260091 2.7387189721630412 2.250065439380708 0.95827631093561905 1.9317187899432613 1.6601687636284612 1.8776189542986674 1.4469575996045048 2.6861695498228064 9.3278328332817164 0.36696453578770449 2.1585226804018012 4.8869442552677338 2.7507958132773638 1.9180260023567828 1.4928297102451322 4.0097631737589827 1.685839962447061 2.5497706942260248 3.3301906783017321 2.516487469431012 3.3652151241112742 2.966741468757391 1.9376446544192729 0.80493368953466404 1.1618352799559932 4.3004247225471772 0.99974621285218745
leaf_count=1758 96 558 28 59 30 17 17 40 344 63 11 90 4 6 69 41 67 116 21 27 32 63 13 52 54 11 3 94 121 129
internal_value=-1.52126e-08 0.00209743 0.00291304 -0.00508734 -0.0142635 0.00189386 0.00767067 -0.0598299 0.0159439 0.0249882 0.0038924 -0.0122652 -0.0214432 -0.0148168 0.00396895 -0.0689844 -0.0619679 -0.0239334 0.0278892 -0.0144899 0.039126 0.0214796 -0.00574917 0.029903 -0.0947974 -0.0604901 0.0118713 -0.029141 -0.0169112 -0.0491182
internal_weight=269.369 190.732 188.277 78.6366 45.7389 38.0958 32.8977 3.59189 29.3058 27.4282 16.8718 14.1856 20.0743 19.116 14.1936 4.92244 4.85781 3.41086 18.0215 12.035 15.7714 11.7617 8.43147 5.8817 7.64311 4.67636 2.17164 10.3492 9.18737 1.36671
internal_count=4034 2344 1786 1690 846 722 844 57 787 443 347 336 511 494 317 177 246 183 211 311 181 160 97 65 124 70 136 284 190 133
is_linear=0
shrinkage=0.1


Tree=85
num_leaves=31
num_cat=0
split_feature=4 2 3 4 2 3 0 0 1 2 3 3 2 2 4 0 3 2 2 1 4 2 2 3 3 4 1 1 1 3
split_gain=0.264087 1.12036 1.0376 0.385646 3.25757 0.827713 0.903945 0.861736 1.34399 0.64178 1.72073 2.86117 1.45333 1.35901 0.794016 0.738551 0.653538 0.640911 3.09935 1.78015 1.51105 0.859391 1.76423 2.38041 1.95633 1.20912 2.34989 2.62194 2.09704 1.4126
threshold=32.051492741500006 -0.10623499999999998 0.088555000000000023 34.654301448200009 0.17076500000000003 0.097970000000000015 89.705782438650019 94.496614827150012 75.271450736300025 0.20167500000000002 0.091645000000000018 -0.11223 0.17076500000000003 0.22598000000000004 39.458743938000005 88.17067284620002 0.072205000000000033 0.13006000000000004 0.086310000000000026 62.057679025150001 39.952536079750011 0.048475000000000011 0.0023400000000000005 -0.046510000000000003 0.09551500000000003 37.038444968100009 65.611820673600008 65.687097501250022 69.64719632740001 0.085820000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 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 -11 17 -13 -12 -14 -15 18 21 -20 -19 22 25 -24 -25 26 29 -28 -29 -5
right_child=3 2 -4 9 -6 -7 7 8 -10 10 14 13 15 16 -16 -17 -18 20 19 -21 -22 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=-0.13760206093058899 -0.056798786123115924 0.077681815863869991 -0.11769185879586071 -0.059701464826585629 -0.12546647151144488 0.085593946193184542 0.087277493509844872 0.10259569250681613 -0.11479504770013889 0.10118895291682117 0.073877335940269254 0.039852209980020981 -0.10799443312244952 -0.019472368298535436 0.0085189313626553853 -0.015787096320677926 -0.12133133299541497 -0.046216377402388389 0.034499745049252274 -0.13426625364399966 0.073224333492059548 0.024246229490678291 0.057646237668938616 -0.14838320443486752 -0.020890907316196642 0.0020771555540277402 -0.20430023140517131 0.028849820963889113 -0.078382048682280742 0.05217645107111088
leaf_weight=0.70547414623433713 1.1740351347252707 0.90571288039791287 0.38839929498499259 1.5408540157368396 1.2930178724927825 3.1333211823075544 1.9278174936771395 0.49717132747173287 0.66448788813431747 1.4167848457582284 5.1458060420700331 0.98401693627238263 1.8907237788662308 0.85682425205595825 2.9098825518740341 1.6069406656315548 2.3783998851431534 1.5544161727302697 0.81509424553951193 2.6801021689607296 3.3245687364542391 13.713671268284086 1.4707583545241503 2.5275968625210217 2.2976600229740143 195.47658545241575 1.0988942235708217 2.8645293600857258 5.019261493725935 4.2179404059424996
leaf_count=103 28 40 39 57 24 35 8 2 45 31 42 8 20 15 33 23 79 22 14 118 40 178 51 102 19 2670 8 15 138 27
internal_value=-1.69239e-05 -0.0362218 0.0190447 0.0002568 0.0209741 0.046573 0.0178958 0.0462806 -0.0217553 -0.000447017 0.0206159 -0.0217672 -0.00163821 -0.0630548 0.0502685 -0.0656314 -0.0943548 -0.000700135 -0.00144895 -0.0949093 0.0351712 -3.00859e-05 -0.00156771 -0.0537275 -0.0876747 -5.52754e-06 -0.0276226 -0.0595906 -0.03942 0.0222418
internal_weight=266.481 1.99959 1.29411 264.481 8.68985 7.39683 4.26351 3.08948 1.16166 255.791 13.6917 5.63603 242.1 4.21924 8.05569 3.49766 3.23522 238.602 233.723 3.4952 4.87898 230.228 216.514 6.29602 4.82526 210.218 14.7415 8.98269 7.88379 5.75879
internal_count=4034 182 79 3852 142 118 83 55 47 3710 208 133 3502 102 75 43 94 3459 3397 132 62 3265 3087 172 121 2915 245 161 153 84
is_linear=0
shrinkage=0.1


Tree=86
num_leaves=31
num_cat=0
split_feature=4 3 0 0 0 1 2 2 2 1 2 3 3 3 0 0 2 4 4 1 0 2 0 3 3 4 0 1 4 2
split_gain=0.268559 1.15583 1.69088 1.5788 3.843 1.55652 1.18978 1.14179 3.85895 3.01578 2.61894 1.65991 3.29626 1.51727 1.48027 1.77214 1.27074 1.16391 1.1392 1.13093 1.06789 1.0667 1.4874 1.00554 3.48351 2.93846 1.36913 2.64911 1.66702 2.12063
threshold=41.243661560350013 0.088145000000000015 85.812895065800021 85.667718326750006 85.121961326250016 61.45546440395001 -0.23783499999999999 -0.16276499999999997 -0.087234999999999993 62.116825104000007 -0.083064999999999986 0.090735000000000024 0.093160000000000034 0.089850000000000027 87.48511602295001 88.17067284620002 -0.50001499999999999 42.094663496250007 41.147265497500008 71.246828915000023 89.813320763900023 -0.032369999999999996 87.48511602295001 1.0000000180025095e-35 -0.144095 41.436838994450007 86.756543869550015 62.095317438950012 43.047778594550003 -0.071864999999999998
decision_type=2 2 2 2 2 2 2 2 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 6 3 4 5 -3 -2 16 9 -9 -10 13 -13 14 -12 -16 19 -17 -1 -4 -11 22 -14 24 -8 -26 28 -28 29 -25
right_child=1 2 7 -5 -6 -7 23 8 10 20 11 12 21 -15 15 17 -18 -19 -20 -21 -22 -23 -24 26 25 -27 27 -29 -30 -31
leaf_value=0.0012483164252042652 -0.071733631294231881 -0.039382073637604167 -0.078399220379315723 0.045086326584549169 -0.1262640797008886 0.11243633879321467 0.012328524862580102 -0.027431755413819488 0.049908618467637722 -0.20684010360371025 -0.13919269396080791 -0.13533606931618139 0.0001081415957545559 0.090266076036477183 0.15331926108623919 0.042406682582731975 0.083592249613144834 -0.13674575952601578 0.050302225361112389 0.023335364064099945 -0.10735362251808814 0.0011088851032900874 -0.11001959729505806 0.08006106329944522 0.12671525094689737 -0.13044499387608752 -0.10228847101899548 0.010507301555024537 -0.0064306532002957016 -0.027411361258327674
leaf_weight=137.28944313092506 1.9385248680919165 1.1363912543747567 1.7044117543846367 8.0006808554753643 2.178071481641382 1.6644132431829346 12.212871095558514 4.5901084244251198 5.5537881585769346 1.6172301173210142 0.79221620969475326 3.1041528176865567 2.3366171717643764 2.0168765486450866 0.68591576814651523 0.77305702760349937 1.899891793495043 0.68305886535381433 4.903365548932924 3.0445774223771878 3.2415390331880189 8.2773400567821174 2.5811558462446555 9.4078817395493388 0.51195479859597925 3.3642248336109333 2.2448868975043323 28.723915517228306 5.8156051691621533 2.2811722145415851
leaf_count=1801 235 32 21 43 51 21 190 26 28 15 9 56 21 12 1 5 17 81 50 38 71 81 31 107 2 116 28 738 81 26
internal_value=-1.58505e-05 -0.00345004 -0.0140515 0.0175735 -0.0266376 0.0508379 0.00545852 -0.0236194 -0.0306059 -0.0855566 -0.0112349 -0.0272147 -0.0426185 0.0234949 -0.0224007 0.020794 0.0144743 -0.0416331 0.00293989 -0.0131772 -0.140467 -0.0208067 -0.0576938 0.00777625 -0.0138857 -0.09648 0.0149662 0.00233089 0.0373202 0.0590873
internal_weight=264.575 122.383 55.8815 12.9796 4.97888 2.8008 66.501 42.9019 36.2531 9.44888 26.8042 21.2504 16.2993 4.95112 2.93425 2.14203 6.64888 1.45612 142.193 4.74899 4.85877 13.1951 4.91777 64.5625 16.0891 3.87618 48.4735 30.9688 17.5047 11.6891
internal_count=4034 2183 660 147 104 53 1523 513 437 112 325 297 189 108 96 87 76 86 1851 59 86 133 52 1288 308 118 980 766 214 133
is_linear=0
shrinkage=0.1


Tree=87
num_leaves=31
num_cat=0
split_feature=3 3 3 2 1 3 0 2 3 4 1 0 3 3 4 1 1 2 0 3 3 0 4 4 2 4 0 4 2 3
split_gain=0.447251 0.418446 2.48945 2.46255 1.71283 1.4458 0.976682 1.31594 0.90477 0.794023 2.6683 0.770493 1.8679 1.89808 1.98606 1.78297 2.01891 1.49099 1.37079 1.58678 1.33515 2.32242 1.33164 1.14304 0.924651 1.46599 0.891455 2.39094 2.62672 1.99449
threshold=-0.65607499999999985 -0.23921499999999998 -0.24663499999999999 -0.23349 61.907125369850007 -0.10747999999999999 93.133566555000002 -0.074999999999999997 -0.26753499999999997 40.280372415600006 66.590419433100024 85.705356740550016 0.10184000000000003 0.11531000000000002 39.577821550850011 61.982402197500001 61.977025281250008 -0.59502499999999992 85.495657006400009 -1.0000000180025095e-35 0.078905000000000017 78.626646483100004 39.577821550850011 37.999598532650005 -0.018034999999999999 41.827117825850003 86.135510041400025 42.066503896600004 -0.097294999999999993 0.10301500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 7 -6 -8 -3 -11 12 15 14 -14 16 18 -17 19 23 -21 -22 -15 -7 25 -23 27 29 -29 -13
right_child=1 5 -4 4 6 11 8 -9 -10 10 -12 26 13 22 -16 17 -18 -19 -20 20 21 24 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.10035536731484554 -0.091882050412914418 0.078191768595550173 -0.12099428162064717 0.096833990222151375 -0.029680139699281891 0.039955009625402049 -0.15075531176779397 0.046285875747116456 -0.0098989951966133825 0.049226878841145606 -0.16038174257425467 0.058730157338297256 -0.0099098650917701907 0.03608600755040544 0.10232647599065965 0.065322440295909098 0.098934831195875844 -0.11463459664008549 -0.098686220264394692 0.081607519284019617 -0.1270696119983617 -0.10177689020777964 -0.1267055792428825 -0.13314590096967624 0.082442752220975052 0.057153456923670035 -0.0012188546976926494 0.025751684587534331 -0.092050862556187371 -0.00063710580553177313
leaf_weight=0.44313935027457674 2.5488896520837452 3.532861088635399 1.9702148015785486 2.1634579169331127 4.0548853680375032 0.50533268420258659 0.75360340706538176 5.2106059610377979 1.1548399728199013 3.6680605229921639 0.7278232387616298 13.169984403997665 3.0041567571461183 0.84267461672425303 3.3178725235629827 0.52585109323263157 1.3372263796627528 3.6991410698974496 2.3688739729113886 1.8650198467075831 1.4034384465776382 1.0872244648635394 1.2446981463581321 1.5563402143889105 1.5641726615140212 1.2449994366616008 179.74287084360549 3.8935741484165192 3.6834575822576872 9.9226094260811788
leaf_count=17 126 71 64 78 32 24 64 36 33 127 51 66 19 13 22 2 4 189 24 14 63 24 30 71 18 17 2609 25 61 40
internal_value=-2.26026e-05 -0.000192532 -0.0149693 -0.00182009 0.0153915 0.000889274 -0.00037709 0.0130406 -0.0655201 0.0428918 0.0145221 -0.000521982 -0.0169144 0.021694 0.048993 -0.0358374 -0.0174122 -0.0922368 -0.0308297 -0.0134079 0.00883781 -0.01677 -0.0609864 -0.0907175 0.0229588 -0.0169359 0.00146984 0.0172273 -0.0315162 0.0332208
internal_weight=262.208 261.765 17.8565 15.8863 13.3374 243.908 11.1739 9.26549 1.90844 7.92874 4.39588 235.98 25.567 8.4094 6.32203 17.1576 12.9326 4.22499 11.5954 9.22653 7.16485 5.29984 2.08737 2.06167 3.8964 2.33222 210.412 30.6696 7.57703 23.0926
internal_count=4034 4017 433 369 243 3584 165 68 97 249 178 3335 534 84 41 450 259 191 255 231 136 122 43 95 59 41 2801 192 86 106
is_linear=0
shrinkage=0.1


Tree=88
num_leaves=31
num_cat=0
split_feature=2 2 1 1 3 3 3 3 3 2 1 1 0 0 0 3 3 3 4 2 4 4 3 0 4 3 1 0 0 3
split_gain=0.346799 0.366968 0.351861 1.24174 1.31352 1.80839 1.25382 1.44172 1.59549 1.1724 1.5859 1.49303 1.1459 1.13156 1.3374 1.09171 1.04398 1.12185 1.91517 1.32757 2.07477 1.86603 1.24725 0.895377 2.3 1.6119 1.24405 1.23303 2.15932 2.55185
threshold=-0.69416999999999995 -0.63113999999999992 61.977025281250008 61.966271448700006 0.11082500000000002 0.10371000000000001 0.097450000000000023 0.083365000000000022 0.086520000000000027 -0.06828999999999999 61.622148808000013 61.778079379550007 67.04476885710001 86.420486603250012 84.390700714750025 0.12084500000000002 0.07772500000000003 -0.15572 37.999598532650005 -0.23349 48.96897326980001 48.86568841230001 -0.23921499999999998 85.57631075030001 44.756878345700009 -0.26958499999999996 62.041548276350007 86.054856297550018 87.170566421650008 0.087555000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -9 11 12 16 -11 14 -10 -6 17 19 -19 20 21 22 -3 24 25 -4 -25 -28 29 -29
right_child=1 2 23 -5 15 -7 -8 8 13 10 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 26 -26 -27 27 28 -30 -31
leaf_value=0.062942967256114549 -0.041034187997886579 -0.12664014201931179 0.049455964601527229 -0.071674472388641039 0.07550625856318198 -0.095126813916360353 0.037907116790886777 -0.13036329828980417 -0.075638414126837292 0.096605212554245812 0.090688665161677853 -0.090676943147631819 -0.13595335679188961 -0.082427021016579116 0.01812867983053967 -0.0018442150014753866 0.095373237865382321 0.065902709806202095 -0.11337738250049632 0.075176260073186618 -0.14261184745605121 0.11876893435165799 0.093241510143946799 0.023057581714218262 0.10061530882297615 -0.11151221096069237 0.032242658853595729 0.00042528260877967264 0.002282563159220282 -0.065386459904901176
leaf_weight=0.87176120083313335 2.1860398328863075 0.83014029305194803 0.79229945829138193 2.8565695504657915 3.4855689741671076 2.4113029511645427 5.5571890408173195 1.6812699171714474 2.062015380652154 0.31848181225360095 2.8979096561670303 1.9064594106166612 0.63297304057050496 2.6131943166255951 5.7986192477401346 3.8292191307991743 1.1543370792642225 0.86205212317872915 1.9296538034686816 2.4468854821752761 0.99756383895874012 1.1762758493423462 0.37428682995960127 26.453445453196764 0.90954828658141185 2.8958881134749381 11.019201851449905 12.624724037945272 145.22559678215475 11.047581603750585
leaf_count=18 46 64 13 21 18 18 36 31 60 4 14 42 122 20 41 26 13 27 68 38 11 3 6 164 55 195 93 129 2562 76
internal_value=-2.37029e-05 -0.00023566 0.000111655 -0.00783104 -0.00358639 -0.0115064 -0.00544029 -0.0141423 -0.0399355 0.00604955 0.0539101 -0.00972698 -0.0581087 -0.0254199 -0.00646847 0.0350141 0.00606718 -0.00589649 -0.0580174 0.0190825 -0.0215464 0.0291826 -0.0583099 0.0018368 -0.0418094 -0.0769329 0.00280919 -0.000167956 -0.00228248 -0.0302883
internal_weight=259.848 258.976 256.79 45.822 42.9654 35.6506 33.2393 27.6821 12.1551 15.527 3.84936 11.6777 0.951455 10.4738 7.86063 7.31479 9.7712 8.61686 2.79171 5.82515 3.37827 2.3807 1.20443 210.968 4.59774 3.68819 206.371 179.917 168.898 23.6723
internal_count=4034 4016 3970 683 662 618 600 564 152 412 140 272 126 121 101 44 230 217 95 122 84 73 70 3287 263 208 3024 2860 2767 205
is_linear=0
shrinkage=0.1


Tree=89
num_leaves=31
num_cat=0
split_feature=3 3 3 3 4 3 4 2 2 2 0 4 2 1 3 0 3 3 4 4 2 0 2 0 0 1 4 2 4 2
split_gain=0.264211 0.343003 0.315801 1.59105 1.16368 1.91106 1.44738 3.1535 1.46596 1.34562 1.22447 1.6659 0.994205 0.921374 0.865725 0.820713 0.727468 2.56256 2.54807 3.13087 2.21648 3.44451 2.08583 1.61826 1.60337 3.72224 2.33362 1.51517 2.43019 2.26052
threshold=0.4381000000000001 0.43162500000000009 0.10433500000000002 0.10721500000000002 37.828051409500013 0.11768500000000003 40.137820134150012 -0.054619999999999995 -0.085584999999999994 -0.116995 86.565663342300013 41.32819714970001 -0.070909999999999987 69.563854125350005 0.12535000000000004 94.300357383600002 0.091645000000000018 0.09117500000000002 41.243661560350013 44.262924377150007 -0.08786999999999999 87.170566421650008 -0.14429 90.767723400200012 97.39208423365001 77.543197856500015 36.728658719300007 -0.10051499999999999 37.038444968100009 -0.070909999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 12 5 13 7 -6 9 -8 11 -10 15 -5 -12 -4 17 -1 24 20 22 -22 -20 -23 27 -26 -27 -18 -29 -30
right_child=-2 -3 3 4 6 -7 8 -9 10 -11 14 -13 -14 -15 -16 -17 18 -19 19 -21 21 23 -24 -25 25 26 -28 28 29 -31
leaf_value=-0.00010436586342019083 -0.042856910087726012 0.036021539061843348 -0.15594495175646214 0.11114368290353766 -0.1522229266488262 -0.029621785450419491 -0.013674935249815758 -0.0005645895887220763 -0.0066841670114371121 0.06064073796905816 -0.030250814173595753 -0.14799425907359037 -0.024553826333270069 0.024929682586482736 0.050370515088270541 -0.040810696558192687 0.063453487952430263 -0.073709737343985712 -0.023138355817627899 0.092034214459842043 0.0342508610012211 -0.025751233712611218 -0.12476007536262501 -0.1487793333156297 -0.10151090692736596 -0.11975139471935428 0.055114906034287238 -0.059668941857120898 -0.013968662551345859 0.058006125565637501
leaf_weight=140.77564128878294 1.4315621680580068 2.6489290573517783 1.292616992723197 2.7554778587073079 2.0561266038566828 2.9023031798715238 4.0866955090605188 4.1151307001127888 1.7847445020452126 6.0338268326595443 3.1275695391814224 1.5665231442544607 5.5054951036581761 2.2532655805989634 2.3198886466852855 1.1882921674114184 11.748132128734136 4.8943821534921872 4.3995899772562552 2.3838396066857959 8.48635532974731 2.7190264761447915 3.7340145393100137 1.7619780267705207 3.1262084976769966 0.88341448674327683 5.606557896011509 3.3326551984064343 6.7092665177769968 12.481269106268883
leaf_count=2843 31 22 16 20 34 34 40 34 14 25 31 34 39 31 19 27 68 80 47 34 61 27 63 39 41 54 73 32 50 71
internal_value=-1.56041e-05 0.000223332 -0.000149958 -0.00818834 0.00150386 0.0349455 -0.00904031 -0.0510938 0.00467708 0.0306319 -0.0251768 -0.0727384 -0.0482386 0.0723589 0.00408309 -0.100799 0.00139658 -0.00257744 0.00998905 -0.0165962 -0.0288686 -0.00320028 -0.0697913 -0.0741272 0.0242152 -0.0118685 0.0313121 0.0343399 0.0191542 0.0328428
internal_weight=258.111 256.679 254.03 40.988 33.0016 7.91105 25.0905 6.17126 18.9192 10.1205 8.79873 3.35127 7.9864 5.00874 5.44746 2.48091 213.042 145.67 67.3723 23.4848 21.101 12.9674 8.1336 4.481 43.8875 9.61618 6.48997 34.2713 22.5232 19.1905
internal_count=4034 4003 3981 398 316 85 231 68 163 65 98 48 82 51 50 43 3583 2923 660 271 237 127 110 66 389 168 127 221 153 121
is_linear=0
shrinkage=0.1


Tree=90
num_leaves=31
num_cat=0
split_feature=1 1 4 1 0 4 0 3 4 0 0 1 1 0 2 0 1 3 0 4 1 2 4 4 3 4 3 3 4 3
split_gain=0.252389 1.74652 0.937838 0.890857 1.01229 1.28044 0.728298 1.18459 1.50726 0.635493 0.929109 1.42454 0.608818 0.833843 1.95928 0.820742 0.716522 1.61881 2.10967 1.6056 1.101 0.99388 0.91833 0.711136 0.697699 2.08812 1.12745 0.992147 1.38044 1.23489
threshold=58.167480110400007 60.613977009100005 35.171584490050009 57.041016153700006 71.332859575200004 35.171584490050009 71.249517373150013 -0.23921499999999998 48.86568841230001 81.446839061900008 83.941728207000011 61.622148808000013 61.778079379550007 85.57631075030001 -0.074999999999999997 85.624702996650015 61.987779113750001 0.091645000000000018 86.479632682150012 40.583589072600013 62.009286778800011 -0.085584999999999994 42.094663496250007 40.94178426300001 -0.27172999999999997 32.724174661450007 -0.26533499999999993 -0.23921499999999998 40.377444152000002 -0.10747999999999999
decision_type=2 2 2 2 2 2 2 2 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 -3 -11 -12 -13 14 -14 -15 17 18 23 -19 22 -21 -18 -17 25 -22 -26 28 -28 -29
right_child=1 9 -4 -5 5 -7 -8 8 -10 10 11 12 13 15 -16 16 20 19 -20 21 24 -23 -24 -25 26 -27 27 29 -30 -31
leaf_value=-0.12545482199030913 0.033565885014997014 -0.079493227761665106 -0.12768699685622201 0.048739769010643939 0.10231959220943904 -0.11194890848812811 0.073972204574097408 0.076738213753596934 -0.085712483893679192 0.061974210033806265 -0.074710019247554979 0.042969566970393835 -0.11675653778576606 0.091928638898131951 0.015853674265134805 -0.12339295086738758 0.058123888419305048 0.049286762469601897 0.017724802988091235 0.013086155685382503 0.1247558349770134 -0.053525127426223854 -0.0026633830440251955 -0.054615642733050133 0.10097461005010128 -0.096372240729167238 -0.14971758492641299 0.056714044499818428 -0.017303173631471772 0.00073879163917057772
leaf_weight=0.70545316007337522 0.46387375728227143 0.99891689448850129 1.6211644070572218 4.5478766364976764 0.34302404709160317 1.4918035835726184 1.4725783243775366 1.6661965281818982 0.86903543211519707 2.4285113704390815 2.5381914004683486 3.3445609807968131 1.9904309236444531 0.98492849851027031 2.5307273382786653 2.4657192975282687 6.2803323790431005 5.2577898502349845 3.2466145381331444 4.4658164530992499 0.53812182103865724 4.494073928333818 4.112792270258069 3.8518389714881778 1.1294750269153144 2.0687227586749941 0.97784640533791289 4.0290769433195228 4.0406450620066607 180.82132782178815
leaf_count=73 34 158 64 46 4 101 7 87 17 88 23 15 75 16 27 16 26 23 16 18 10 39 29 31 28 93 48 89 67 2666
internal_value=-1.09098e-05 -0.000679849 -0.0918119 0.0147401 -0.00887382 -0.0718911 0.0156582 -0.0108399 0.0210528 0.000103402 0.000432505 -0.000192387 0.000606917 -4.24514e-07 -0.0425277 0.000840056 0.000446186 -0.0159804 -0.0477906 0.00541818 0.00236118 -0.0203245 0.034069 -0.0814592 0.000659034 -0.0507255 0.00136036 0.000767781 -0.0431039 0.00195885
internal_weight=255.777 244.681 2.08504 11.096 6.54809 1.83483 4.71326 3.24069 2.53523 242.596 241.598 239.169 236.631 233.286 4.52116 228.765 227.78 23.7819 9.56417 14.2177 203.998 8.95989 10.3931 6.31756 193.605 2.60684 190.998 189.869 5.01849 184.85
internal_count=4034 3699 98 335 289 105 184 177 104 3601 3443 3355 3332 3317 102 3215 3199 143 63 80 3056 57 55 47 3001 103 2898 2870 115 2755
is_linear=0
shrinkage=0.1


Tree=91
num_leaves=31
num_cat=0
split_feature=4 2 4 4 3 2 0 3 3 1 4 3 3 2 2 4 1 3 3 1 4 1 3 0 0 4 4 0 3 4
split_gain=0.253909 1.2817 0.697974 1.23766 1.13153 0.833676 0.553688 0.541236 0.535938 0.515808 0.500582 0.431554 1.72631 1.59734 1.66406 1.87713 2.69144 3.85657 2.06109 2.4636 1.82685 1.63675 2.23524 2.01459 2.14953 1.45437 1.56751 1.49878 1.35215 1.5779
threshold=49.283271594150008 -0.2351 47.927946529500012 45.295823381400005 -1.0000000180025095e-35 -0.62218499999999988 71.332859575200004 -0.52484999999999993 -0.41441 61.93938686740001 48.86568841230001 0.084360000000000018 0.083950000000000011 -0.061874999999999999 -0.072524999999999992 37.627645350900004 62.084563606450011 0.07907500000000002 -0.50325999999999993 61.049507226200006 39.749124837650008 67.300172379550006 0.083495000000000028 97.752337623100019 98.413698323200009 41.243661560350013 41.436838994450007 86.756543869550015 0.049900000000000007 40.636252116050009
decision_type=2 2 2 2 2 2 2 2 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 7 8 -5 -3 9 -4 -1 -6 12 13 14 15 18 17 20 -9 -20 -17 -18 23 -23 -25 -22 -27 -28 29 -15
right_child=1 6 4 5 10 -7 -8 11 -10 -11 -12 -13 -14 28 -16 16 21 -19 19 -21 25 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.028489076828119339 0.067134369241553721 -0.002677408336484435 0.039070488058951885 0.068824357081510981 0.029784610201346692 -0.12049522439762239 -0.11157655047598417 0.12568308899226197 -0.033151611632744542 -0.13084573585547105 0.11030988277013498 -0.0022704263849857415 0.093879237250414957 0.019035281024722243 -0.097785506212351769 0.06129088771563334 0.050494932518172657 -0.17876313957619394 0.05358089745077399 -0.13721585310499304 -0.15206540707152577 -0.10245260586451913 0.12916274901121125 0.13040847410620821 -0.0538620907238678 0.059120115302960886 -0.11277474133261317 0.028297368455641833 0.042692766018225671 -0.05821901552648559
leaf_weight=0.30675723959575307 0.94936510594561729 0.71890671551227514 1.7564674664754418 0.28142955276416604 1.3468695680494414 1.3405296585697204 1.3318729801540028 0.4916698932647704 2.4756910785217769 0.60168347583385184 1.8086682889843357 176.52485374473326 2.2227046554326071 10.278096814756283 2.0514295838947865 2.5386525806970912 11.47338277671952 1.6046737730503071 0.88645659142639788 2.8607196834782371 0.97053633490577329 2.5546357742277896 0.92898563481867302 1.0808210968971255 1.5279885163181459 1.7124341726303098 1.9907927681342701 1.2113516852259634 14.734760871739125 3.5594291483284897
leaf_count=62 12 4 12 5 33 211 239 1 38 33 15 2015 26 133 34 25 130 24 50 145 59 89 7 2 218 5 76 4 185 142
internal_value=-1.10952e-05 -0.0289305 0.000334403 -0.000583449 0.0306162 -0.087646 -0.0734016 -2.00778e-07 -0.00317736 -0.0770424 0.0759395 0.000289961 0.00727783 0.00419587 -0.0104894 -0.00486371 0.00465378 -0.0366796 -0.0668211 -0.0920797 -0.00961357 0.0282513 -0.0136384 -0.0393306 0.0224806 -0.0401995 -0.0181081 -0.059408 0.0216114 -0.000836855
internal_weight=254.123 3.00014 251.122 243.735 7.3877 1.62196 2.05078 242.113 4.23216 0.908441 3.15554 241.204 64.6795 62.4568 33.8845 31.8331 27.5943 10.0284 4.23885 3.74718 8.42377 17.5658 6.09243 5.16345 2.60881 5.88511 4.91458 3.20214 28.5723 13.8375
internal_count=4034 255 3779 3681 98 216 243 3465 50 95 48 3370 1355 1329 869 835 639 193 196 195 169 446 316 309 220 144 85 80 460 275
is_linear=0
shrinkage=0.1


Tree=92
num_leaves=31
num_cat=0
split_feature=2 0 2 3 1 0 2 0 3 0 2 0 1 3 3 2 3 3 4 0 2 0 0 4 0 1 0 1 1 2
split_gain=0.241615 1.80076 1.20673 2.96395 2.11931 2.95794 1.68005 1.33782 2.61965 1.32363 1.95247 1.08769 1.28938 0.970488 0.961596 0.943243 3.00096 2.54608 0.940123 0.989483 0.930083 1.44053 2.63481 2.55085 1.69445 1.29592 1.24608 3.41361 3.23345 2.62085
threshold=-0.092990000000000003 102.21786657775002 -0.081354999999999997 0.086230000000000015 75.499969677400017 89.953120586650016 -0.089795 101.18549865570002 0.086355000000000029 89.705782438650019 -0.085584999999999994 86.692020874450009 62.036171360100006 0.12201500000000003 0.11379500000000002 -0.077085000000000001 0.092260000000000023 0.079430000000000014 42.686561923500008 85.791387400750025 -0.06828999999999999 96.163458868000006 85.925810307250018 37.903039192800001 97.752337623100019 62.079186690200011 86.329079026800017 63.705703859100005 65.29995953045001 -0.018034999999999999
decision_type=2 2 2 2 2 2 2 2 2 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 6 5 11 -2 -6 -9 10 -8 12 18 14 -1 16 17 -4 19 -5 21 22 -17 -24 -23 -25 29 -28 -29 -22
right_child=2 -3 15 4 7 -7 9 8 -10 -11 -12 -13 -14 -15 -16 20 -18 -19 -20 -21 26 24 23 25 -26 -27 27 28 -30 -31
leaf_value=0.0064933493784699176 -0.15626498417967238 -0.10627976425119035 -0.058365943681975133 0.01796363792202291 0.098056885993597548 -0.094473073783552269 0.012118280819187602 0.13332700507429457 -0.15745880278291954 0.0054252301170497818 -0.14469491965659639 0.038972821024729681 -0.074880782953797173 -0.03752542885171347 0.070825633698898952 0.020270047085321811 -0.076413940240317293 0.075590059233564974 0.047803322807530232 -0.062413827603887417 -0.052438374052126736 0.094811154834101782 0.019136425271890991 -0.069702417367596539 -0.040956394461805885 -0.16669133314820966 0.045646034956128442 -0.11490872321660056 0.0018962845974648378 0.015365698543725296
leaf_weight=83.708910959336208 1.8406492636422624 1.4559792828731577 1.7176902447827149 3.2764990497380584 3.0001016426831475 3.8794194550719103 1.2400753088295458 0.56864094850607194 0.68064709567988757 2.678135870344704 2.2072815475985403 5.4781560078263274 2.7529420643113545 4.8883057632483533 2.389789415523409 4.6668431279249507 2.2188518891343838 8.1565111234958732 3.1168414633721113 2.8759023956954479 11.056045411853122 1.9840159267187112 2.1122414721176028 3.3538508899509907 1.7128929920290827 2.3380072209984064 19.141213167458773 2.4804140925407401 53.226079704822041 11.769178190967066
leaf_count=1288 38 503 13 27 14 78 12 2 60 44 49 28 28 50 24 26 30 112 23 17 111 6 20 31 37 26 132 25 917 263
internal_value=-1.53026e-05 0.00405258 -0.00237254 -0.0192116 -0.00265186 -0.015472 -0.0724886 0.0618493 -0.0251012 -0.0473146 -0.0882864 0.00204075 -0.0147881 0.00581813 0.00827898 0.00211961 0.0286731 0.0522874 0.00305927 -0.0196083 -0.000701107 -0.0229175 -0.0391694 -0.0747141 0.0319058 -0.109542 0.00297638 0.00921379 -0.00330463 -0.0174771
internal_weight=251.972 92.443 159.529 33.5953 25.6292 21.3798 7.96614 4.24939 1.24929 6.12549 3.44736 17.5003 12.0222 90.987 86.0987 125.934 12.0931 9.8742 9.26924 6.1524 113.841 16.1679 12.4709 7.8041 3.69691 5.69186 97.6729 74.8477 55.7065 22.8252
internal_count=4034 1865 2169 420 277 201 143 76 62 105 61 123 95 1362 1312 1749 155 125 67 44 1594 146 103 77 43 57 1448 1074 942 374
is_linear=0
shrinkage=0.1


Tree=93
num_leaves=31
num_cat=0
split_feature=2 2 2 1 2 3 1 2 4 0 2 4 2 1 0 2 1 0 1 4 0 1 3 3 3 2 1 2 2 4
split_gain=0.296796 0.358713 0.30989 1.36654 0.706249 1.78095 1.48719 2.48388 0.912898 0.588641 0.585484 0.459664 0.761023 0.600529 1.91075 1.22551 1.27155 0.995679 0.746764 4.23514 0.654446 1.15211 0.541869 0.452495 1.72862 0.958681 0.996423 2.50706 2.575 2.97231
threshold=-0.69416999999999995 -0.63113999999999992 -0.59260499999999994 78.285212300550015 -0.50001499999999999 0.098105000000000026 75.634392583900009 -0.58287999999999995 47.709122305950011 94.985914206850012 -0.51842999999999995 49.283271594150008 -0.2351 58.167480110400007 81.87699236280001 -0.013805 57.041016153700006 67.04476885710001 61.622148808000013 38.064633603500006 84.390700714750025 61.778079379550007 -0.24338000000000001 0.10507500000000002 0.10721500000000002 0.10957500000000002 65.907551067950024 -0.011675 -0.02903 41.092444989200011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 7 -4 10 -3 -9 13 -13 15 -15 16 -6 -17 19 -16 -20 -22 -14 -23 -25 26 -26 28 29 -28
right_child=1 2 4 -5 11 -7 -8 8 -10 -11 -12 12 22 14 18 17 -18 -19 20 -21 21 23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.059890346247900732 -0.041232245966952207 0.026161334570616653 0.099645017757768448 0.093498377113480594 0.0033218635477615995 -0.18134917033496256 -0.12033302006237293 -0.11997712356007306 0.077655319130745956 -0.037040453413373579 0.016897629918522696 0.072913493746446151 -0.014601755266030825 -0.11369331751414125 0.071886863866817127 0.091118719186183458 0.083755323748625765 -0.13176549663626258 -0.067381755366656332 -0.12570308411162198 0.071907277479794071 0.0030804866729435198 -0.12062741826290957 -0.068172326781350615 0.0033746599972481841 0.037654998146523101 -0.10863243235454068 -0.1498867920775584 0.10362725886290597 0.08354890170127538
leaf_weight=0.82438882126007129 2.1135624572052611 3.089435771573334 1.8292714781127863 1.9006846685515482 4.3569237543269992 0.72712360558216449 1.0436079153296303 1.3798772091104177 0.40306025184690941 2.8176376123446971 0.40401351125910911 0.45622158050537143 0.91159573185723286 1.4740442539332423 1.9130228254944075 0.26884886901825467 3.5807587989838794 0.78756763561978005 1.3755956096574653 2.5055144036887214 2.3196395412087432 177.79291098681279 1.0229244440270109 4.375028496986487 17.806791270617403 5.3110229115991379 2.6982909972430251 1.6274968364741598 1.487585172057152 1.1468073010619262
leaf_count=18 46 23 11 60 159 21 83 95 3 30 14 3 15 200 17 4 32 124 29 36 11 2429 228 50 113 50 77 33 7 13
internal_value=-1.21161e-05 -0.000210499 0.000140787 0.0197455 -0.000499654 -0.0350086 -0.0139787 0.0136573 -0.058267 -0.00398553 -0.0889779 0.000356631 -0.0432665 0.000808446 -0.000218595 0.0261398 0.0396061 -0.0750434 0.000540467 -0.0401558 0.00137318 0.00181398 -0.0706654 0.00104793 -0.00944099 -0.000898162 -0.00916549 -0.041248 -0.00809218 -0.051314
internal_weight=249.751 248.927 246.813 7.80776 239.006 5.78695 5.05983 4.01622 2.18695 5.90707 1.78389 233.219 2.39074 230.828 221.834 8.9941 7.93768 1.05642 220.36 4.41854 215.941 214.566 1.93452 212.246 34.453 30.078 24.767 6.96018 5.33268 3.8451
internal_count=4034 4016 3970 113 3857 227 206 123 112 53 109 3630 246 3384 3065 319 191 128 2865 53 2812 2783 243 2772 343 293 243 130 97 90
is_linear=0
shrinkage=0.1


Tree=94
num_leaves=31
num_cat=0
split_feature=3 3 2 3 3 0 0 0 0 2 4 3 4 2 4 0 2 1 2 1 4 3 2 0 0 2 0 1 2 0
split_gain=0.231543 1.94093 1.60268 1.3189 1.89593 2.49379 4.23628 1.69666 2.22633 1.07212 1.00783 2.08425 1.97453 2.60387 1.34154 1.23514 2.54464 1.7155 2.22197 1.23872 1.22275 1.58604 1.24349 1.69973 4.07108 3.34315 3.60171 1.98801 1.17581 1.57988
threshold=0.091645000000000018 0.09117500000000002 -0.059754999999999996 0.09013000000000003 0.088555000000000023 87.48511602295001 85.791387400750025 91.066142252700018 96.163458868000006 0.27538000000000007 41.243661560350013 0.10249000000000003 36.364346611650006 -0.10423499999999999 44.262924377150007 94.203572890950014 -0.59502499999999992 66.45599652655001 -0.116995 79.95743325765001 41.092444989200011 0.10661000000000002 -0.056724999999999998 86.20003303655001 87.170566421650008 -0.117885 89.493394246350007 68.910558799650019 -0.12546499999999997 89.705782438650019
decision_type=2 2 2 2 2 2 2 2 2 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 -6 -7 -9 -1 11 12 13 -2 15 17 -17 18 -12 -18 21 -13 23 -23 -25 27 -27 -26 29 -14
right_child=10 2 -4 -5 5 7 -8 8 -10 -11 14 20 28 -15 -16 16 19 -19 -20 -21 -22 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.0020381282822218689 0.040121180535574202 -0.015201008548522264 -0.13213382777895077 0.039298865033458273 0.0065838876270832934 0.088826053788271478 -0.20089675155869596 -0.13490460109313313 0.0035320544041023434 -0.082308982779526807 -0.08848488811052746 -0.051227971269106422 0.057201727259859225 -0.115266411741689 0.062406626925817422 0.041575797233310702 -0.11864892210799959 0.073540037510417572 -0.002035551217887459 0.017665903925912729 0.06454753296981465 0.033315924894254105 0.026467810823057394 -0.18579525326693017 0.11318647258068255 0.11214508687651109 -0.17340583774582718 -0.029424732684380395 0.045229568044808759 -0.037464873171563794
leaf_weight=114.56587525087525 2.1765504632494412 2.7372997101047076 2.0498949826869639 7.8510616562562054 1.8165199672803267 1.4610026106238363 2.1474176868796349 1.5468908287584779 4.664972904836759 1.5270453986013297 3.4095312333665815 8.0444258268107678 2.9130859766155472 2.1374631897779173 2.423266285652061 1.9609442266810218 3.7713452270254484 2.4997939132153979 23.228958697523925 0.80976895004278038 2.1665167845785609 3.8489259593188789 10.095891899603883 1.682431623339651 2.0774983018636703 0.58405017852783281 1.8124888193560762 1.8460969842271877 25.561282680369914 4.4649864913662896
leaf_count=2487 28 31 49 70 43 8 22 26 92 95 34 78 20 59 44 17 92 16 198 27 10 28 89 12 9 2 61 39 184 64
internal_value=-1.81219e-05 -0.00269294 -0.0652721 -0.000483342 -0.0029286 -0.04141 -0.105816 -0.00813655 -0.0309417 0.000928656 0.00347402 0.0106474 0.0267473 -0.0368687 -0.00959347 -0.0144834 -0.0537496 -0.00566749 -0.0131004 -0.0945536 -0.00800326 -0.0132441 0.000678208 -0.0212911 -0.047555 -0.0107551 -0.103815 0.0460863 0.035079 -8.76385e-05
internal_weight=247.883 140.368 4.78719 135.581 127.73 11.6368 3.96394 7.67287 6.21186 116.093 107.515 69.4117 37.2534 4.31401 38.1036 35.6803 6.54206 29.1383 26.6385 4.58111 32.1583 29.9918 21.9474 11.8515 8.00257 6.32013 2.39654 3.9236 32.9394 7.37807
internal_count=4034 2923 80 2843 2773 191 65 126 118 2582 1111 683 355 87 428 384 136 248 232 119 328 318 240 151 123 111 63 48 268 84
is_linear=0
shrinkage=0.1


Tree=95
num_leaves=31
num_cat=0
split_feature=2 3 3 0 3 3 4 2 2 3 3 3 4 4 0 3 1 2 4 4 1 1 2 3 1 2 2 3 4 4
split_gain=0.224261 1.14454 1.26994 1.37648 1.08401 1.19338 1.3149 1.07351 1.65918 2.04068 1.5133 1.49394 0.904602 1.1322 0.848959 0.82438 1.03108 0.761821 2.22188 1.54207 1.07723 1.98635 0.938587 0.668569 0.904486 1.53064 0.647274 0.633454 1.06952 2.10184
threshold=0.066710000000000019 0.09450500000000002 0.089920000000000014 97.991610396700011 0.098545000000000021 0.11379500000000002 39.110279783550006 0.048475000000000011 0.0023400000000000005 -0.046510000000000003 0.091935000000000031 0.09551500000000003 35.419594101850009 37.038444968100009 89.953120586650016 0.088075000000000028 62.55235532115001 -0.026144999999999998 41.872294782850005 40.467253020850002 62.132955852800002 62.111448187750007 -0.012794999999999999 0.08481000000000001 69.563854125350005 0.086310000000000026 0.051245000000000013 0.12201500000000003 40.280372415600006 36.79544512155001
decision_type=2 2 2 2 2 2 2 2 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 12 -4 -3 6 14 8 17 -10 26 -11 -2 -14 -6 16 -15 27 19 22 21 -20 -19 24 -18 -26 -9 -1 29 -29
right_child=1 4 3 -5 5 -7 -8 10 9 11 -12 -13 13 15 -16 -17 23 18 20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00093119098368665766 0.064298666478300834 0.067180711037931606 -0.12491303107687346 0.0062732625855654485 0.053937002430976079 0.04260775457683301 -0.10162393276137392 0.10951460107722916 0.055415031083972055 -0.14434298919895541 -0.03852222593482952 -0.026422268891923728 -0.12906488455780718 0.059010316937599984 -0.0348244686639399 0.066023553247579553 0.048230502475589562 -0.041557227296394092 -0.075006898783712736 0.084302897967415885 -0.09909491182866717 0.088284164020321451 0.042135146685715073 -0.079876912825373278 -0.005172396377457979 -0.12784158402461118 0.039354015074288755 0.031812546152698074 -0.0032360063593711644 -0.12927306717282358
leaf_weight=173.94243200735946 1.4231919237936441 2.9962589263450345 2.2650019936845633 1.236426993331406 1.7863463964313249 3.8351958353305236 1.7562098189373498 1.9517122796678439 1.3091063750907777 2.216187815021839 1.9848364926292559 2.085265462344978 0.8820790397003283 1.4085543962428335 2.7157030703965575 1.225631426408653 1.6104884534142891 2.1781453276635148 1.6086892550229088 5.4936635553603992 1.6975646485225295 1.387465003877878 3.4823079868219775 2.2755427235097159 3.866513803601265 1.3803223854920359 4.0301754191168584 1.2859738171682686 8.0251293632318248 2.188455858733505
leaf_count=2840 49 26 41 26 14 43 35 52 51 103 29 22 15 20 33 18 18 16 36 57 33 6 38 71 17 126 85 18 58 38
internal_value=-2.28834e-05 -0.00802304 -0.024697 -0.0785884 0.0143627 -0.00131636 -0.028234 0.00111881 -0.000268189 -0.0539063 0.03714 -0.0871772 -0.0112879 -0.0197923 0.000394765 -0.0116011 -0.0206264 0.00122687 0.0222712 0.0465605 -0.0354498 0.000610248 0.00993028 -0.0329087 -0.0173227 -0.0374438 0.0622453 -0.000571575 -0.0233024 -0.0696512
internal_weight=245.531 30.6635 17.5738 3.50143 13.0897 10.0935 6.25826 214.867 206.9 5.61056 7.96672 4.30145 14.0723 12.6491 4.50205 11.7671 10.5414 201.29 15.8478 11.1541 4.69372 2.99615 5.66045 9.13287 6.85732 5.24684 5.98189 185.442 11.4996 3.47443
internal_count=4034 552 401 67 151 125 82 3482 3316 176 166 125 334 285 47 270 252 3140 186 111 75 42 54 232 161 143 137 2954 114 56
is_linear=0
shrinkage=0.1


Tree=96
num_leaves=31
num_cat=0
split_feature=4 2 1 1 0 4 2 3 2 3 1 2 3 1 3 3 3 0 4 1 3 0 4 0 2 4 3 4 2 3
split_gain=0.233621 1.01581 0.597257 0.368258 0.381793 0.302293 2.55114 0.670283 1.38449 0.383847 1.31373 0.765574 0.829452 0.376041 1.31055 0.970939 1.4321 0.945415 2.21097 0.913235 1.22253 1.40979 2.18119 2.00359 1.90896 1.5934 2.65804 1.84156 1.69686 1.4081
threshold=32.051492741500006 -0.10623499999999998 68.34060567600001 68.910558799650019 97.674372337300014 34.654301448200009 0.17076500000000003 0.094375000000000028 -0.11347 -0.27453499999999997 62.837331883000012 -0.23349 -0.28087499999999999 61.977025281250008 -0.26533499999999993 -0.25095999999999996 -0.24663499999999999 85.57631075030001 44.756878345700009 62.041548276350007 -0.13658499999999998 86.103248543850015 41.806790701050012 87.170566421650008 -0.102645 41.898943182100005 0.083495000000000028 41.218101594450012 -0.067109999999999989 0.096515000000000031
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 10 11 -7 -13 15 -15 -11 -17 18 -16 -19 -21 22 -22 25 -24 27 -27 -23 -28 -26
right_child=5 2 3 4 -6 9 -8 -9 -10 13 -12 12 -14 14 17 16 -18 19 -20 20 21 23 24 -25 29 26 28 -29 -30 -31
leaf_value=-0.13784546701595274 -0.11817148016415097 -0.11610391035963857 0.11426564390419397 0.1054748736485583 -0.1031483583973091 -0.048489336220752188 -0.11243484515609091 0.07217052640424608 0.050788179125695533 -0.095312995387747929 -0.13559179879581237 0.094095820564397636 -0.035529056389748521 0.079333558866472559 -0.11032815047048534 0.08432361167506644 -0.010301646424259495 0.019922409645349679 0.092285640610136221 -0.054968659994557426 0.078712637561959342 -0.030782253462558432 0.073243867577165431 0.0025522852724614549 -0.11849408971060847 0.073782766477329773 -0.088964709143585452 -0.12122013664845632 0.024017309449540617 0.0022341499164724738
leaf_weight=0.6314895803152466 0.66441445285454381 0.24846263497602084 0.51130089163780212 0.14881826937198639 0.21366652031429112 1.9080209337989802 1.216874368896242 3.7951641797844786 1.7957955119782121 1.2577664463315148 0.92280001414474089 1.1776839072699661 0.8498887293972065 2.1662964046117841 2.0407613090937953 1.67653178423643 34.769388418470044 24.608300848864019 0.73166373977437604 4.0548677734041112 5.6469935923814756 7.6409357422962803 1.9375162757933138 127.39703599648783 1.6494312901049855 3.1260317973792535 3.1859554126858711 3.1922392258420587 2.281077042222023 2.331912717781961
leaf_count=103 38 10 2 1 66 37 24 44 36 24 70 57 11 43 173 6 481 161 55 132 34 42 12 2176 38 56 29 32 16 25
internal_value=-2.06014e-05 -0.0363875 0.020703 0.0596043 -0.017498 0.000242916 0.0200435 0.0458149 0.00515824 -0.00038788 -0.0282034 -0.0030235 0.0397615 0.000200462 0.00199352 -0.00892995 -0.00594883 0.00111091 -0.0568569 0.00197008 -0.000749477 0.00063857 0.0342528 -0.00200936 -0.00816489 -0.0319245 0.000232165 -0.0574318 -0.0418238 -0.0477824
internal_weight=243.779 1.75374 1.12225 0.873786 0.362485 242.025 7.47225 6.25537 2.46021 234.553 4.85839 3.93559 2.02757 229.695 191.991 37.7037 36.4459 189.825 2.77243 187.052 162.444 158.389 11.5659 146.823 5.91886 19.4262 8.59306 10.8332 5.46703 3.98134
internal_count=4034 182 79 69 67 3852 142 118 74 3710 175 105 68 3535 3024 511 487 2981 228 2753 2592 2460 109 2351 75 175 101 74 45 63
is_linear=0
shrinkage=0.1


Tree=97
num_leaves=31
num_cat=0
split_feature=2 0 2 4 1 4 2 0 4 4 3 3 2 3 4 4 4 2 3 3 3 4 4 0 0 0 1 4 1 1
split_gain=0.248256 1.57426 1.48303 3.05606 0.780549 1.27361 0.749343 0.63839 0.6309 0.842338 0.571609 0.856957 1.07939 0.703333 3.2186 3.76744 2.86412 2.08883 1.98178 1.81062 2.39527 1.60901 1.41347 2.52514 2.41689 1.95324 2.46538 1.65008 1.61779 1.64595
threshold=-0.091919999999999988 102.21786657775002 -0.08854999999999999 41.50623664750001 60.613977009100005 40.750688432250008 -0.013805 67.04476885710001 43.961868063600001 48.86568841230001 -0.25095999999999996 -0.55648999999999993 -0.14429 0.093905000000000016 36.79544512155001 40.241071441700008 37.627645350900004 -0.30094499999999996 0.096010000000000026 0.09013000000000003 0.089415000000000022 40.467253020850002 43.680097826700013 85.705356740550016 95.620390325650007 86.565663342300013 62.55235532115001 47.927946529500012 62.00390986255001 67.074341896550024
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -7 -8 -6 -10 11 -1 -13 16 -15 17 -12 -16 -17 20 22 -20 23 -18 27 -25 -27 28 -24 -30
right_child=2 -3 4 -5 8 6 7 -9 9 -11 13 12 -14 14 15 18 19 -19 21 -21 -22 -23 24 25 -26 26 -28 -29 29 -31
leaf_value=0.025965987693488918 0.0141638411920521 -0.10571179964463776 -0.13657614596959267 -0.12366314699151665 0.0013235633784993458 0.10406875580609656 0.085785579339034732 -0.10683026379453664 -0.1095814612267107 0.032801962058375649 -0.060138300916910852 -0.12706554706017489 -0.0038794663128140709 0.056568782992851729 -0.025563548150291261 -0.087075201078719203 -0.076798441221209338 -0.14928838280043588 0.10409602717881475 0.057558919012134238 -0.1270578393025662 0.0013962985473914874 -0.14876146183826278 0.078297661852806275 -0.14585746181199885 -0.054177056119307537 0.03488161034158975 0.041097440893037906 0.050739367637777283 -0.1069037727304657
leaf_weight=1.7706980228540485 3.4912578213261432 1.2886092948101566 1.0945682221790769 2.9836115602520294 138.52283119107597 0.51103126059751958 0.24415616691112496 0.58278851080103777 1.1520800218859211 0.64987212356936641 4.7830952434160272 1.3593534511746836 1.4920409033074968 6.6122779687866595 2.4472694648429751 2.2804514989256885 2.2065494233975214 3.0842762927059111 1.7156236271839578 10.622563600307329 1.2146678008139122 13.768045235425232 1.1062722399365141 7.4259172584861544 1.2723433916689817 3.8074484616518047 16.929041420575231 4.7974550960352644 1.8274383011739703 1.0388198806613216
leaf_count=44 32 509 29 57 1701 7 4 130 122 44 132 101 15 55 34 28 116 38 10 63 26 127 41 37 101 20 131 84 71 125
internal_value=-1.18351e-05 0.004048 -0.00253781 -0.0493467 -0.000414758 -0.0565761 0.00887013 -0.0499603 0.000558805 -0.058231 0.00559272 -0.0286748 -0.0626063 0.00741454 -0.00500589 -0.0224833 0.0139279 -0.09455 -4.26065e-05 0.0207083 0.0113044 0.0127756 0.0154632 0.0262178 -0.0170597 0.0342893 0.0185295 0.0016262 -0.0460415 -0.00639534
internal_weight=242.082 92.8503 149.232 6.47487 142.757 2.43254 1.33798 0.826945 140.325 1.80195 91.5616 4.62209 2.85139 86.9396 29.9079 23.2957 57.0316 5.53155 17.7641 52.2485 41.626 15.4837 40.4113 30.369 10.0423 28.1624 20.7365 8.76999 3.97253 2.86626
internal_count=4034 1908 2126 89 2037 170 141 134 1867 166 1399 160 116 1239 292 237 947 72 165 815 752 137 726 304 422 188 151 321 237 196
is_linear=0
shrinkage=0.1


Tree=98
num_leaves=31
num_cat=0
split_feature=2 0 2 3 1 0 4 0 0 3 1 0 0 0 0 2 2 1 2 1 0 2 2 3 3 2 3 2 3 3
split_gain=0.216379 1.4109 0.935078 2.39114 1.66237 2.35943 1.20638 1.34256 1.1423 2.27493 0.899588 0.849061 1.10954 0.843362 2.33765 1.14805 1.40791 0.921759 0.767809 1.55136 1.00977 0.893471 1.69249 1.98497 2.52276 2.46569 2.53925 2.22675 2.14209 1.86868
threshold=-0.092990000000000003 102.21786657775002 -0.081354999999999997 0.086230000000000015 75.499969677400017 89.953120586650016 42.310579034350006 90.407470010750018 101.18549865570002 0.086355000000000029 81.479100559500012 86.692020874450009 85.683849075550015 101.10215645365001 97.878695155250014 -0.031449999999999999 -0.0068649999999999996 76.279622535200005 -0.077085000000000001 62.095317438950012 91.937202686950016 -0.070909999999999987 -0.053159999999999992 0.084360000000000018 0.049900000000000007 -0.037054999999999998 0.093905000000000016 -0.037054999999999998 -0.067029999999999992 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 3 6 5 11 -2 -8 -6 -10 13 12 -5 14 17 -16 -17 18 19 -4 -21 -20 -23 24 27 -25 29 -24 -29 -27
right_child=2 -3 10 4 8 -7 7 -9 9 -11 -12 -13 -14 -15 15 16 -18 -19 21 20 -22 22 23 25 -26 26 -28 28 -30 -31
leaf_value=0.0054228440902642921 -0.021293790914807244 -0.10522376326677318 -0.01610010096177927 0.04724060525260057 0.093690369183377156 -0.086959198166797133 -0.15149371212783083 -0.039094940939435836 0.12882408583053251 -0.15191016824909553 -0.0683064235396693 0.035353764943742629 -0.028711653779019932 0.02929115802815202 -0.14077445158283541 0.048177473593433502 -0.077848172538786259 0.067046776642870717 -0.026291283973405855 0.09015007862547296 -0.0074892151194772263 0.030764465036987623 -0.099511519584293578 -0.090669208259944317 0.053340366780588927 -0.0095471799240710569 0.01213551907123054 0.028502022784582068 -0.11815406875189603 -0.084333647878041651
leaf_weight=86.306400900357403 3.3560944336059029 1.1680405392908131 4.2995156617835146 2.4278010162524977 2.7005899772047992 3.6049859586055382 2.3794831491541117 1.9203352839977013 0.52755937760230132 0.63741623307578266 1.8050575721135818 5.2908970266580573 9.2570109479129297 10.928330454742534 1.4270031468477098 1.321747356560081 2.6917157163843504 2.235406275780405 11.903036187868564 3.9974306900985539 1.4410023344680665 17.252919546328478 2.4042065702378741 4.2033584741875449 10.932240140973589 7.3719536846620084 21.065055905957706 7.5660779449390239 1.1469235906843191 6.1104318450670689
leaf_count=1362 46 503 29 38 14 78 62 35 2 60 397 28 57 127 48 9 60 55 95 76 19 118 13 38 114 101 167 171 11 101
internal_value=-1.79946e-05 0.00394539 -0.0022958 -0.0174565 -0.00218337 -0.0134848 -0.0662254 -0.101295 0.0579868 -0.0247796 0.00175647 0.00211831 -0.0129307 0.00282552 0.000131801 -0.0637358 -0.0363443 0.00354072 0.00211674 0.0287898 0.0642789 -0.000770677 0.00312119 -0.00472297 0.0192303 -0.0183526 -0.00955385 -0.0143122 0.00919716 -0.0434416
internal_weight=239.68 87.4744 152.206 32.1022 24.4463 20.5807 7.65591 4.29982 3.86557 1.16498 120.103 16.9757 11.6848 118.298 107.37 5.44047 4.01346 101.93 99.6942 9.73795 5.43843 89.9562 78.0532 60.8002 22.0494 38.7508 34.5474 11.1172 8.713 13.4824
internal_count=4034 1865 2169 420 277 201 143 97 76 62 1749 123 95 1352 1225 117 69 1108 1053 124 95 929 834 716 309 407 369 195 182 202
is_linear=0
shrinkage=0.1


Tree=99
num_leaves=31
num_cat=0
split_feature=3 3 0 0 0 0 3 4 4 2 3 4 1 2 4 3 4 2 0 2 1 1 0 0 4 2 4 4 1 2
split_gain=0.212031 1.28147 1.98097 3.51842 1.38353 1.8861 1.24613 1.07054 1.6369 2.09507 1.48075 1.69259 1.61755 0.850437 0.809757 1.72486 1.75686 2.00826 1.31084 1.87521 1.12258 1.04955 1.03217 2.40245 1.54046 1.82868 0.981974 1.36924 0.9117 1.81526
threshold=0.09013000000000003 0.088555000000000023 87.48511602295001 85.791387400750025 91.066142252700018 96.163458868000006 0.090735000000000024 43.572676689450006 43.047778594550003 -0.028049999999999999 0.091645000000000018 40.003678352300007 70.077349628250019 0.27538000000000007 41.243661560350013 0.10249000000000003 36.364346611650006 -0.10423499999999999 94.203572890950014 -0.59502499999999992 79.95743325765001 61.93400995115001 89.705782438650019 93.692765846100016 39.685256516350002 -0.076484999999999984 41.035283712600005 40.636252116050009 71.015621515800021 -0.031449999999999999
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -4 -6 -2 8 10 -10 11 12 -8 -1 15 16 17 -12 21 -20 -21 -16 -18 -24 -25 -26 27 28 -17 -30
right_child=6 2 4 -5 5 -7 7 -9 9 -11 14 -13 -14 -15 18 26 22 -19 19 20 -22 -23 23 24 25 -27 -28 -29 29 -31
leaf_value=0.0012848891714121176 0.051426301803608354 0.012891791689974941 0.085356981689115416 -0.18172671598449519 -0.12861357506810267 0.0049678411409909556 -0.079887445684406727 0.047212738936403265 -0.17672684164934269 0.012206119968542709 0.032626468769028798 -0.13115307470869642 0.043063455411209872 -0.07852170330655589 -0.050129596703954775 0.0046876413807657585 0.053742867596826782 -0.10981962645291542 0.033270185714275258 -0.11827803651399244 0.015933941686854282 0.0084388333564926407 -0.071496966682424903 0.059033381256153906 -0.075114966997292962 0.034738231826849951 0.05435117210575309 -0.072819607433955116 -0.11372477136641741 0.0096250099607418545
leaf_weight=110.00405308512563 5.0931282702949821 1.6850042166188344 1.3746584877371786 2.0701963901519775 1.3755996534600852 4.5635936683538603 1.9942935635335732 4.7606547276081974 1.1935729018878194 1.1547718332149077 1.9968905973073563 1.725311163041624 2.3087814942700788 1.3516629323130462 3.5739791824598859 20.229326013824913 13.404710402712228 1.9623429256753286 1.7330322396883273 3.1413813326507802 0.77744937568786543 21.263081815792248 2.6162363039329675 8.9730747974826937 2.3621339264209382 4.2271007129456839 2.3685881588608018 3.339503907627658 2.0964018797239987 2.768736880272626
leaf_count=2487 42 43 8 22 26 92 26 75 31 14 28 40 28 95 41 144 86 59 14 80 24 163 23 95 42 22 12 28 98 46
internal_value=-1.27096e-05 -0.00290948 -0.0353599 -0.094399 -0.00504698 -0.0259715 0.00306935 0.000829788 -0.00126898 -0.0838212 0.000615681 -0.0474712 -0.0139191 0.000316177 0.00360932 0.00980845 0.0248188 -0.0379751 -0.0098802 -0.0533471 -0.091652 1.10105e-05 0.0326906 0.0171669 0.0320724 -0.00464236 -0.00751177 -0.012665 -0.00465983 -0.0435268
internal_weight=237.489 122.425 11.0691 3.7552 7.31385 5.93919 115.064 109.971 105.211 2.34834 102.862 6.02839 4.30308 111.356 96.834 66.345 35.5425 3.95923 30.4889 5.65186 3.91883 24.8371 31.5833 18.1785 15.5623 6.58923 30.8026 28.434 25.0945 4.86514
internal_count=4034 2773 191 65 126 118 1261 1219 1144 45 1099 94 54 2582 1005 683 355 87 322 118 104 204 268 182 159 64 328 316 288 144
is_linear=0
shrinkage=0.1


Tree=100
num_leaves=31
num_cat=0
split_feature=4 2 3 4 4 2 3 2 3 0 3 4 1 1 1 1 0 1 2 2 3 0 3 3 4 0 1 2 3 3
split_gain=0.217017 0.914056 0.505036 0.442962 0.992478 1.00605 0.937968 0.75397 0.737059 0.57309 0.915356 0.526666 0.452689 0.434846 1.12896 0.760165 0.481743 1.33297 1.47745 2.16839 1.70435 0.614446 0.407219 0.374397 0.358088 2.15051 1.27387 0.444309 0.388644 1.81223
threshold=49.283271594150008 -0.2351 -0.24338000000000001 47.927946529500012 44.421469061800003 -0.60918499999999998 -1.0000000180025095e-35 -0.098419999999999994 0.081155000000000019 76.451683855550016 0.10507500000000002 44.169240047700008 70.206395618550019 58.167480110400007 60.613977009100005 61.049507226200006 85.57631075030001 62.052302108850007 -0.054619999999999995 -0.13125999999999996 -0.081689999999999999 84.226704768850013 -0.41441 0.10335500000000002 43.832725745850006 87.350693116400024 67.074341896550024 0.066710000000000019 0.084360000000000018 0.083950000000000011
decision_type=2 2 2 2 2 2 2 2 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 9 -6 22 -7 -9 10 -1 13 -8 -11 23 -16 17 18 19 -17 -21 -22 -5 -15 28 -26 -27 -28 29 -18
right_child=1 2 -4 6 5 7 12 8 -10 11 -12 -13 -14 14 15 16 24 -19 -20 20 21 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.10264690975583542 0.057891170191098129 -0.012546754316072609 -0.12001868664048505 0.033155026791416804 0.069022194726158878 -0.116128816579879 0.10578272652959596 0.066918371790975428 -0.10582428268205067 0.038491923393823797 0.10493598132398169 0.059672958804253995 0.025228540237420605 -0.12278693141812991 0.085504502585908637 0.086437268863195138 0.0054755869370462784 -0.11208065617698935 0.072805107952973652 0.045078747717279599 -0.042829311238796991 -0.13248514707051148 -0.031388184394728048 -0.019498246832719966 -0.14249717743146514 0.10764765749499178 -0.10370956626007764 0.0036014508087079144 -0.00099225795779887653 0.10671817980721486
leaf_weight=1.1299238913343277 0.82605330902151797 0.82270953396800917 0.93325913636362989 1.6342279054224489 0.55545807187445495 1.8411315493140141 1.553180277347564 0.56637074254103803 0.43803938214841764 2.9489877931773654 0.26160784065723408 1.5068582090898406 1.2664809892448827 0.98101422996842191 1.0454259961843479 1.2233100589364756 49.807108365275781 1.4074115147814152 1.8034908988047371 1.0768448538146902 1.2028215304017087 2.0972314302343875 2.4325890345207881 0.5463953708531335 1.1692359652370208 1.0255788937211039 0.58822130026237562 1.1213665690738706 149.60796097107232 1.8330893652164366
leaf_count=345 12 15 228 12 9 236 11 44 66 26 2 22 37 47 10 17 814 98 18 17 9 51 38 10 14 7 138 11 1652 18
internal_value=-2.54243e-05 -0.0288571 -0.0696657 0.000294529 -0.000467484 -0.0540794 0.0252784 -0.0781092 -0.00841747 0.000352423 -0.0636213 0.000755249 0.069601 0.000350755 -0.000168686 0.000439902 2.42763e-05 -0.0228718 -0.00591357 -0.0312641 -0.0641608 -0.0998069 -0.00545185 -0.0858378 0.00100764 -0.0289871 0.0195365 -0.0333213 0.00158957 0.00906943
internal_weight=235.253 2.58202 1.75597 232.671 225.785 3.401 6.88648 2.84554 1.00441 222.384 1.39153 220.992 2.81966 219.485 216.537 215.009 213.964 8.81111 7.4037 5.60021 4.3769 3.30005 4.06682 1.52741 205.153 3.9044 2.73517 1.70959 201.248 51.6402
internal_count=4034 255 243 3779 3681 355 98 346 110 3326 347 2979 48 2957 2931 2874 2864 210 112 94 77 60 50 57 2654 170 156 149 2484 832
is_linear=0
shrinkage=0.1


Tree=101
num_leaves=31
num_cat=0
split_feature=2 3 1 1 3 2 2 3 3 3 0 0 1 2 0 1 3 4 1 2 2 4 4 3 1 1 4 0 3 2
split_gain=0.220169 0.923759 1.10337 1.22812 1.15364 0.904398 1.38957 1.65377 1.27434 1.15736 0.838161 1.08667 1.8311 0.875032 1.02109 0.781376 1.37837 1.87926 1.13083 0.797161 0.620181 1.6368 1.29452 0.866359 0.851482 1.46616 0.594682 0.590902 0.51478 0.814584
threshold=0.066710000000000019 0.11379500000000002 62.057679025150001 61.45546440395001 0.10469000000000002 0.048475000000000011 0.0023400000000000005 -0.046510000000000003 0.09551500000000003 0.091935000000000031 89.415428960600011 91.394134144600017 68.20618276945001 0.12427500000000002 96.741477366050006 68.910558799650019 0.08766000000000003 34.41230404325001 76.830756451950009 0.23835000000000003 -0.026144999999999998 41.872294782850005 40.467253020850002 0.089920000000000014 62.132955852800002 62.095317438950012 39.577821550850011 96.741477366050006 0.12201500000000003 -0.14259499999999997
decision_type=2 2 2 2 2 2 2 2 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 10 6 20 -8 -9 26 -4 -12 -13 14 -14 -15 17 -17 -18 -20 28 22 23 -22 25 -23 -7 -28 -1 -30
right_child=1 -3 4 -5 -6 9 7 8 -10 -11 11 12 13 15 -16 16 18 -19 19 -21 21 24 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.00095366346068754377 -0.053629594366407768 0.038491792654186383 -0.085519104493147202 0.07124093624764008 -0.094518625102484877 0.10130859164575767 0.051445553044352832 -0.1399492119833842 -0.026908193066868369 -0.032409471996891745 0.078150632884752602 -0.14939896781643333 -0.097386095795531077 0.092051605735208777 -0.0077262414386428174 0.064806682299482929 -0.040502312561625897 -0.11767124079061525 0.09860027749136771 0.011718244259756745 -0.038153980584583504 -0.067488207911627726 0.079877559108660415 0.04241455149406137 -0.089126538375544281 0.077924877238070914 0.070192876142811403 -0.010841453309394929 -0.068297000233019253 -0.0057258641213868491
leaf_weight=166.27924988030281 1.1159590460301907 3.6836778647266319 1.6030675764777758 2.6770139243453741 2.0943492016667724 2.0180142260505809 1.2052891380444632 1.9525605218586854 2.0383628754061647 1.901508835784625 1.2957059121108638 0.98154949955642479 1.9967834838898841 1.0282881930470456 3.4906111475720536 0.82118163580889669 1.7845824616961179 1.804656637177686 2.0774394487962127 2.1479544779285789 2.270935724838635 1.4344229261332651 4.8932206394383684 3.237146956322249 1.5813781379983991 1.3421857394278047 1.9931395931052978 1.6405385480029506 2.7659598466707385 8.3967647908430063
leaf_count=2840 40 43 34 25 33 37 51 103 22 29 30 28 29 6 62 30 29 117 12 34 30 33 57 24 33 9 74 26 40 74
internal_value=-3.0748e-05 -0.00824948 -0.015159 0.0345018 -0.0240751 0.00111625 -0.000183166 -0.0512106 -0.0822135 0.0350757 -0.0163232 -0.00995862 -0.017035 -0.00846016 -0.0403522 0.0096485 -0.000163445 -0.0606047 0.0262441 0.0544343 0.00119637 0.0208923 0.0424481 0.00919683 -0.0305553 0.00280307 0.057781 0.0336074 -0.000441897 -0.0212301
internal_weight=233.553 28.6028 24.9191 3.79297 21.1262 204.951 197.397 5.19621 3.99092 7.5532 19.0318 17.4288 16.133 15.1515 5.48739 9.6641 8.63581 2.62584 6.00998 4.22539 192.201 14.7593 10.4013 5.50808 4.35799 2.77661 5.65169 3.63368 177.442 11.1627
internal_count=4034 552 509 65 444 3482 3316 176 125 166 411 377 347 319 91 228 222 147 75 46 3140 186 111 54 75 42 137 100 2954 114
is_linear=0
shrinkage=0.1


Tree=102
num_leaves=31
num_cat=0
split_feature=2 0 2 3 1 0 2 0 2 2 4 4 3 1 4 1 1 4 4 0 0 2 2 1 2 2 3 3 4 4
split_gain=0.201433 1.25029 0.726475 2.06001 1.4279 2.8473 1.18817 1.07695 1.71292 0.951432 2.17805 1.72596 1.72034 0.777914 0.753814 0.747883 0.72891 0.966483 0.64921 0.693861 1.95119 1.02595 1.11119 0.813237 0.601599 0.595772 1.3477 2.10933 0.805789 1.44224
threshold=-0.092990000000000003 102.21786657775002 -0.081354999999999997 0.086230000000000015 75.408562100950022 91.394134144600017 -0.089795 89.705782438650019 -0.085584999999999994 -0.087234999999999993 41.770271989050009 42.686561923500008 0.087795000000000026 81.479100559500012 42.522337019050006 80.468240302450013 60.613977009100005 40.750688432250008 43.308802343500005 101.10215645365001 97.878695155250014 -0.031449999999999999 -0.0068649999999999996 75.806453904250006 -0.013805 -0.077085000000000001 0.091290000000000024 0.079430000000000014 42.779078631750004 43.120094701700005
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -2 8 -8 10 -5 -11 -12 16 -15 -6 17 -4 19 20 23 -22 -23 25 -19 26 27 -18 -27 -30
right_child=2 -3 13 4 15 -7 7 -9 -10 11 12 -13 -14 14 -16 -17 18 24 -20 -21 21 22 -24 -25 -26 28 -28 -29 29 -31
leaf_value=0.0051881889114882606 -0.13216984084718733 -0.10483481294354553 -0.13152226445618859 0.015213816712794323 0.02137822260700183 -0.1156178194780878 0.015163915485596964 0.0071918909981114141 -0.14081267761629293 -0.024058997878901436 0.0095811602128254361 0.065075633027654525 -0.14952630955965426 -0.10740129660579201 0.042627449160877157 0.11021822633954464 -0.048877741082159802 0.10091217047408713 -0.036253174950903466 0.029852593038531286 -0.13951027427632043 0.042123629146897788 -0.072863741219319419 0.05906973060095088 -0.049667169147985753 0.0030934332065309404 -0.04266036584022518 0.078733084685253529 -0.12167935672718933 0.022532450826327433
leaf_weight=84.324215165193891 1.8119903131737372 1.0456740983354382 0.93753246800042633 5.3225403819233268 2.8436329858377567 2.3700647003715849 1.1484865485690532 2.6566363429883495 1.8195274593308597 4.0003424799069744 1.0645816698670389 4.7540887761861086 1.8790392873343078 1.218387699627782 0.46184884232206957 1.4211508544685783 1.6962884124368409 0.41852037515491258 3.9676839177845968 10.125473438994957 1.1984771476127205 1.2845563089940699 2.4305632505565873 2.7603592108935109 0.72484327779966373 77.910727714537643 2.0913320751860738 5.4793650368228555 1.4297420084476464 1.3466788323130456
leaf_count=1362 38 503 27 28 22 73 12 44 49 29 6 21 41 255 142 57 10 7 133 111 41 9 55 19 134 654 25 86 27 14
internal_value=-2.09057e-05 0.00384055 -0.00226994 -0.0158379 -0.00140567 -0.0129279 -0.0617458 -0.0390586 -0.0804568 0.00137136 -0.0229598 0.0243455 -0.0919839 0.00138304 -0.0661627 0.0509823 0.00238033 -0.0562611 0.00347257 0.00493534 0.00235106 -0.0590585 -0.0331052 0.00560558 0.00545136 0.00396497 0.0279788 0.0485665 0.00120695 -0.0517307
internal_weight=231.944 85.3699 146.574 31.0921 23.6554 19.3907 7.43664 5.62465 2.96801 17.0206 8.26616 8.75443 2.94362 115.482 1.68024 4.26478 113.802 2.0809 111.721 107.754 97.6281 4.9136 3.71512 92.7145 1.14336 89.9541 9.26699 7.17565 80.6871 2.77642
internal_count=4034 1865 2169 420 277 198 143 105 61 125 75 50 47 1749 397 79 1352 168 1184 1051 940 105 64 835 141 816 121 96 695 41
is_linear=0
shrinkage=0.1


Tree=103
num_leaves=31
num_cat=0
split_feature=3 3 4 3 3 0 0 0 0 4 3 4 2 1 0 4 4 1 1 2 3 2 2 1 4 2 0 4 3 4
split_gain=0.209268 1.27865 1.29958 0.803387 1.00985 1.49353 3.19278 1.22914 1.51618 0.655401 1.66547 2.32996 2.3107 1.72592 1.48571 1.45114 1.37236 1.35339 1.32592 1.52517 1.1467 1.09826 0.848377 1.27575 1.26462 1.67072 0.887921 2.1569 0.815852 0.637991
threshold=0.091645000000000018 0.09117500000000002 40.003678352300007 0.09013000000000003 0.088555000000000023 87.48511602295001 85.791387400750025 91.066142252700018 96.163458868000006 39.792680591700012 0.07745500000000001 38.121007182500009 -0.055334999999999995 64.407391431150018 91.394134144600017 38.748048509250005 40.563919884450009 66.351146659450009 69.64719632740001 -0.041369999999999997 0.084360000000000018 0.18145000000000003 -0.077085000000000001 61.778079379550007 36.620308449100001 -0.039434999999999998 94.165934477050016 36.491284729650012 0.08674500000000003 39.337369931850013
decision_type=2 2 2 2 2 2 2 2 2 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 -6 -7 -9 10 15 13 14 -12 -13 22 28 -15 -19 -20 -16 -18 23 -1 26 -26 -24 -28 -11 -2
right_child=29 2 -4 -5 5 7 -8 8 -10 16 11 12 -14 17 20 -17 21 18 19 -21 -22 -23 24 -25 25 -27 27 -29 -30 -31
leaf_value=0.028332901757128982 0.015370695808753783 -0.014691655825084396 -0.13014180886062329 0.032032212551334829 0.019757986526254392 0.082407735737552543 -0.17070648392695553 -0.12416123108836633 0.001866742153045738 0.024229068644287397 0.079105471025870303 -0.2087813214288298 -0.018109053969440621 -0.10434596440335274 0.014561072034575507 0.062539247976054382 0.0012264952060882977 0.052452530342994158 -0.12201653986130163 0.029062425444174894 -0.13887635733215609 -0.11693418223603858 0.09001919628252697 -0.12514715731822068 0.030376942808973625 -0.096856905552759887 -0.13058671405203084 0.11697903668595731 0.093139398095894638 -0.0019335304828927095
leaf_weight=0.91660945757757817 30.82748225099931 2.6643908637488485 1.5377461255411615 7.0101642708614227 1.5983062726445481 1.2963001504540441 1.9586762301623819 1.2214638772420583 4.3691181677859277 7.5664260969206207 2.0593017025385034 1.5326240869471806 3.2768895240733391 1.6455908007919786 0.80308445615810375 4.0934709104622007 68.049007937093847 2.4820857867598534 1.3830106482637337 1.2928569007781345 1.2377628731192087 0.79581139257061195 2.2189011108130248 1.3236770547409831 2.1643886974197812 1.9726619467255657 0.73142664745682828 0.67827362939715385 2.2227983220946044 68.986230613969383
leaf_count=92 418 39 41 70 43 8 22 26 92 122 38 15 35 13 17 43 1745 12 100 17 36 45 17 113 18 36 51 2 15 693
internal_value=-3.35254e-05 -0.00267604 -0.0569399 -0.0008649 -0.00280462 -0.032503 -0.0851225 -0.00532567 -0.0256686 5.54566e-05 -0.0125701 -0.0349592 -0.0787589 -0.00110502 -0.134375 0.0123816 0.0048422 -0.0253832 -0.000190955 -0.0490221 -0.0784979 -0.000139383 -0.00813814 -0.062351 0.00750156 -0.0302917 0.0505905 -0.0114711 0.0398762 0.00341088
internal_weight=229.917 130.103 4.20214 125.901 118.891 10.4439 3.55698 6.88688 5.59058 108.447 29.8126 15.7132 6.85036 8.86285 3.57347 14.0994 78.634 6.80354 5.15795 2.67587 2.04085 68.8448 10.0059 2.24029 7.76565 4.13705 3.6286 1.4097 9.78922 99.8137
internal_count=4034 2923 80 2843 2773 191 65 126 118 2582 655 283 103 180 68 372 1927 142 129 117 53 1790 329 205 124 54 70 53 137 1111
is_linear=0
shrinkage=0.1


Tree=104
num_leaves=31
num_cat=0
split_feature=4 2 3 4 3 4 2 4 0 4 4 1 1 4 1 1 4 0 1 4 0 3 0 3 4 0 0 0 0 0
split_gain=0.19079 0.783714 0.47917 0.355767 0.839589 0.818384 0.555173 0.471541 0.368652 0.669801 0.3728 0.670799 0.999013 0.453174 0.367043 0.95311 0.336132 2.11004 1.67592 1.12706 0.779169 0.460332 0.338639 0.330255 0.253348 1.67049 1.60611 3.10498 1.26619 2.50762
threshold=49.283271594150008 -0.2351 -0.24338000000000001 47.927946529500012 -1.0000000180025095e-35 45.295823381400005 -0.62218499999999988 48.86568841230001 75.462331263550013 44.952171034750002 44.421469061800003 63.705703859100005 64.407391431150018 44.169240047700008 58.167480110400007 59.632689791450012 43.680097826700013 86.89903215050002 66.590419433100024 43.426640904350009 96.741477366050006 0.084360000000000018 99.128828185900019 -0.41441 42.779078631750004 86.20003303655001 86.89903215050002 90.407470010750018 92.805574663100018 97.521130223850008
decision_type=2 2 2 2 2 2 2 2 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 23 8 -7 -6 9 -1 13 -12 -13 14 -10 -16 19 -18 -19 24 -20 -21 -22 -5 -17 -26 -27 -28 -29 -30
right_child=1 2 -4 4 7 6 -8 -9 10 -11 11 12 -14 -15 15 16 17 18 20 21 22 -23 -24 -25 25 26 27 28 29 -31
leaf_value=-0.10106571617395288 0.053669246751079397 -0.012031012598818273 -0.11896663116180642 0.029444522627851483 0.019931324563431524 0.05919335791846661 -0.11268840485207553 0.10501013874769419 0.034323490406581163 0.10105432626049285 -0.11693461362362666 0.10712886959931099 -0.10168045338528031 0.056114223467493743 -0.11136568696484167 0.0010573891462979698 -0.13222166929941623 0.07905123663954701 -0.11663612725286901 0.098081615244728748 0.021994850319603021 0.017598846397400451 -0.10289620486815065 -0.028864564264520755 -0.10956152716051233 0.03990684085059034 -0.090721151994263005 0.088676982888172357 -0.13457548497654148 0.048981783428704469
leaf_weight=0.80900222598574945 0.8020394615014087 0.82234670690377254 0.85438510502717568 1.6164830836933104 1.1792999619938194 0.2302929107681847 1.0212773408347846 1.4554113076883366 3.1244725678116074 0.20562979072565213 0.75017347326502093 0.494755819439888 0.4267592046817299 1.4647104993637174 0.76850577373988826 184.27394468112834 1.3647893022280175 1.9555012807250021 0.9397938754409555 1.6256550445978057 1.2187692737206814 1.2626358784618785 0.26416438166052092 2.4338918564317282 1.5821999615291158 5.7861992344260207 4.2302170982584339 1.9347734013572333 1.1242759414017203 2.2017887500842335
leaf_count=338 12 15 228 12 33 5 211 15 32 6 32 3 91 22 49 2386 23 12 43 25 6 28 115 38 89 29 40 18 24 54
internal_value=-3.91912e-05 -0.0276315 -0.0665205 0.000263783 0.0229887 -0.000429715 -0.0810616 0.0669288 3.36109e-05 -0.0601032 0.000315061 -0.0467262 0.010428 0.000680613 0.000300593 -0.000204333 0.000202924 -0.0236563 0.0101859 0.000874539 -0.0453987 0.062898 -0.000252786 -0.00559372 -1.61226e-05 -0.0117496 -0.00161965 -0.0269362 0.024353 -0.0130642
internal_weight=228.224 2.47877 1.67673 225.745 6.68509 219.06 1.25157 2.63471 217.809 1.01463 216.794 1.67169 0.921515 215.122 213.658 210.533 209.765 5.74302 4.37823 204.022 2.42273 2.88829 1.48293 4.05037 201.133 16.8595 15.2773 9.49106 5.26084 3.32606
internal_count=4034 255 243 3779 98 3681 216 48 3465 344 3121 126 94 2995 2973 2941 2892 199 176 2693 164 53 121 50 2640 254 165 136 96 78
is_linear=0
shrinkage=0.1


Tree=105
num_leaves=31
num_cat=0
split_feature=2 3 3 3 3 0 1 2 2 3 3 3 4 4 2 4 2 0 3 2 4 2 3 4 3 2 2 4 3 3
split_gain=0.199244 0.799848 1.6999 1.20188 0.860033 0.991163 0.782396 0.701415 1.1969 1.33084 1.20201 0.93464 0.674064 0.844587 0.5752 2.44218 1.24911 3.75875 1.60761 1.15342 1.15723 3.83393 1.12963 1.11198 1.03725 0.900979 1.18473 1.24874 1.16912 3.44711
threshold=0.066710000000000019 0.11278000000000003 0.10469000000000002 0.09450500000000002 0.089920000000000014 97.991610396700011 67.300172379550006 0.048475000000000011 0.0023400000000000005 -0.046510000000000003 0.09551500000000003 0.091935000000000031 35.419594101850009 37.038444968100009 -0.037054999999999998 41.872294782850005 -0.053159999999999992 86.692020874450009 0.081280000000000019 -0.06483499999999999 39.861052345600008 -0.058374999999999996 0.083155000000000021 41.147265497500008 0.093325000000000033 -0.075639999999999999 -0.079634999999999997 39.577821550850011 -0.14860999999999999 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=7 2 3 4 12 -6 -3 8 14 -10 -11 -9 -2 -14 16 -16 19 -18 -19 25 24 23 -17 -22 -21 26 -1 -28 -27 -30
right_child=1 6 -4 -5 5 -7 -8 11 9 10 -12 -13 13 -15 15 22 17 18 -20 20 21 -23 -24 -25 -26 28 27 -29 29 -31
leaf_value=-0.0014592486958640162 0.06223894942966697 0.071354986212026392 -0.1176941256756649 0.029900834743645546 -0.11606216947802904 0.0015512430720184261 -0.01249039556319905 0.053148734029870207 0.047155489053553296 -0.13622527959209116 -0.024225885049061879 -0.028617734825920556 -0.12023331049493546 -0.011352045390713864 0.037571480725190259 -0.13896910953540459 -0.14242019475007747 0.042589466390742951 -0.049777686337777523 0.014755260853270141 0.00056124389659082351 -0.11217154684745922 -0.018201218654257691 0.091454982628987644 0.0990936718664613 0.041049722693060252 -0.063184733414596142 0.049044880896967735 -0.16305112095465082 -0.014027778164326286
leaf_weight=118.68219568493078 1.1294461065845194 2.2933043283410361 1.5236814867239434 5.9228019198635584 1.8651573491806623 1.1634986989374736 2.1622753499541432 5.3192245062382417 1.1253834734088739 1.7958967215672594 2.0544597263797186 1.8963366633397525 0.7650571089470749 10.355425991227092 15.895488477632172 0.89122378721367468 2.4611884161131439 4.0692448023473844 3.5092500121972989 2.5833602336060704 2.5960219148546457 2.0787835809169337 5.9147979752888205 2.7951470814878121 3.3482712362892926 2.1519648448447706 1.1273505833523803 8.2225061559001897 1.8736224062886293 9.0478569277620391
leaf_count=2339 49 21 28 71 41 26 31 137 51 103 22 29 15 270 159 43 27 19 34 22 35 26 119 21 22 13 20 120 29 92
internal_value=-4.42273e-05 -0.00807615 -0.0156719 -0.00833991 -0.0231641 -0.0708794 0.0306652 0.0010504 -9.85775e-05 -0.0485053 -0.076465 0.0316595 -0.011367 -0.0188428 0.00118773 0.0161094 -0.000870921 -0.0350507 -0.000181485 0.00135004 0.0293859 0.00320039 -0.0340153 0.0476867 0.0623624 -0.00131268 0.00124073 0.0355129 -0.026319 -0.0395933
internal_weight=226.62 27.1806 22.7251 21.2014 15.2786 3.02866 4.45558 199.44 192.224 4.97574 3.85036 7.21556 12.2499 11.1205 187.248 22.7015 164.547 10.0397 7.57849 154.507 13.4016 7.46995 6.80602 5.39117 5.93163 141.105 128.032 9.34986 13.0734 10.9215
internal_count=4034 552 500 472 401 67 52 3482 3316 176 125 166 334 285 3140 321 2819 80 53 2739 126 82 162 56 44 2613 2479 140 134 121
is_linear=0
shrinkage=0.1


Tree=106
num_leaves=31
num_cat=0
split_feature=2 2 4 3 3 3 0 0 1 0 0 1 0 3 3 4 4 4 3 3 2 3 4 3 4 4 4 2 1 1
split_gain=0.201688 0.926968 2.12353 0.619099 0.564066 0.763379 0.929217 0.762953 3.07553 1.69615 3.19299 1.62101 1.1086 1.04393 1.57855 1.65458 1.56528 2.09383 0.723056 0.660513 1.12143 0.571376 0.676276 1.73223 1.81805 1.33519 2.86367 1.91757 1.3302 1.19455
threshold=-0.091919999999999988 -0.08854999999999999 41.50623664750001 0.086030000000000009 -0.25095999999999996 -0.27511499999999994 71.249517373150013 86.256490657300006 62.020040611300011 85.705356740550016 85.334349518600007 62.041548276350007 86.382848189450016 -0.15572 -1.0000000180025095e-35 37.999598532650005 41.535369675400013 35.419594101850009 0.089505000000000015 -0.55648999999999993 -0.14429 0.12201500000000003 38.244973486750006 0.078905000000000017 37.784765830350004 41.243661560350013 41.827117825850003 -0.096529999999999991 75.499969677400017 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 -2 -4 5 6 -1 9 -9 10 13 -10 -13 -6 15 -15 17 -16 -11 -8 -21 22 23 -14 -25 29 -27 -28 -29 -24
right_child=1 -3 3 -5 7 -7 19 8 11 18 -12 12 21 14 16 -17 -18 -19 -20 20 -22 -23 25 24 -26 26 27 28 -30 -31
leaf_value=-0.12790554075183838 0.014349261566973057 -0.00065829158018436038 -0.056418966754260329 -0.15066741706379561 0.078693684970248312 -0.11823406680448018 0.064109074706718255 -0.15098888574799008 0.107959180000556 0.077933950747120645 -0.137615037953492 -0.11280150950441195 -0.13400670965100692 0.054213966717893816 0.055270889972346582 -0.12674286351946432 0.085202977649464107 -0.12117022895410397 0.027362261372602129 -0.13720061460899166 0.031905870083349518 -0.044836682800244942 0.048234147094506172 0.012135969660862951 -0.13375303228170954 -0.087721006771433907 0.020535854253860369 -0.1454746358162424 0.0093259922302273042 8.4519588059712655e-05
leaf_weight=0.57301471609389443 3.2363304320315356 132.05944405173068 1.3603917340951741 1.4291677824221549 2.0294915798585853 0.81919106509667372 1.3172783586196604 1.3256973177194584 1.4365237951278675 4.706961087882517 1.5990461204200972 0.85220572724938293 1.1622145951041591 0.73530132454470676 1.4937267627101429 1.6152678625076076 2.5235075233504176 1.2234571300214154 7.0793932676315308 0.62098186435468994 1.0641854235436761 2.4758517319860394 12.097715934738519 7.7199832818150735 0.96047680493211363 3.7002341834595454 16.343013404672092 1.2700155642814963 0.98611525853630144 8.9750347715307708
leaf_count=50 32 2037 27 30 19 66 21 9 11 29 41 7 48 60 31 129 79 42 38 54 9 40 64 161 22 71 593 24 19 171
internal_value=-3.49144e-05 -0.00240848 -0.0407644 -0.104705 0.00374516 -0.0311615 -0.0112119 0.00560885 -0.000387622 0.0210665 -0.00676316 0.00305587 0.000390707 0.0149855 -0.00204665 -0.0701362 0.0284931 -0.0241747 0.0475584 0.011059 -0.0304096 0.00212283 0.00430765 -0.0193567 -0.00400638 0.00967793 -0.00737819 0.00860573 -0.077814 0.0277269
internal_weight=224.791 138.085 6.02589 2.78956 86.7059 4.39465 3.57546 82.3112 59.3051 23.0062 11.2198 57.9794 56.5429 9.62075 7.59126 2.35057 5.24069 2.71718 11.7864 3.00245 1.68517 55.6907 53.2148 9.84267 8.68046 43.3721 22.2994 18.5991 2.25613 21.0728
internal_count=4034 2126 89 57 1908 200 134 1708 1240 468 401 1231 1220 360 341 189 152 73 67 84 63 1213 1173 231 183 942 707 636 43 235
is_linear=0
shrinkage=0.1


Tree=107
num_leaves=31
num_cat=0
split_feature=4 2 0 4 4 3 2 1 0 2 3 4 4 1 4 3 3 3 4 4 3 2 1 2 4 3 1 1 3 1
split_gain=0.195283 0.64798 0.451691 0.309069 0.754647 0.625675 0.492187 0.490008 0.301972 0.480399 0.332984 0.30671 0.539719 0.4828 0.341205 0.31745 1.39368 1.01205 0.995797 3.12015 1.53844 0.951919 0.915082 1.13921 2.41003 2.27497 1.14097 1.07101 1.01894 0.968604
threshold=49.283271594150008 -0.2351 71.332859575200004 47.927946529500012 45.295823381400005 -1.0000000180025095e-35 -0.62218499999999988 70.206395618550019 75.994645973400011 0.11704500000000002 0.10507500000000002 44.421469061800003 44.756878345700009 64.407391431150018 44.169240047700008 0.084360000000000018 0.083950000000000011 0.085495000000000029 43.047778594550003 43.157831852650006 0.086520000000000027 -0.080019999999999994 72.378669787950017 -0.039434999999999998 42.67709657435001 0.07907500000000002 62.095317438950012 74.739136026450012 -0.16320999999999999 64.307918480350011
decision_type=2 2 2 2 2 2 2 2 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 8 -5 -6 -7 9 10 -1 14 -13 -14 15 16 22 21 -19 -20 -21 -17 23 24 25 28 -26 -24 -10 -25
right_child=1 2 -4 5 6 7 -8 -9 11 -11 -12 12 13 -15 -16 17 -18 18 19 20 -22 -23 27 29 26 -27 -28 -29 -30 -31
leaf_value=-0.10189060155701873 0.046480102086900343 -6.9299085827782573e-05 -0.10957301450961264 -0.0030932758075685103 0.053508879833461913 0.10462838271012725 -0.11204638265768588 0.014708837733511258 -0.02180505991742249 0.087361109911675602 0.10307777258654699 -0.11441605930497521 0.062735908523328665 -0.10129705502932927 0.049870123405072117 -0.014734821640142651 0.093745791748514884 0.0020196192252174587 -0.16426951922020627 -0.10353740041069598 0.013834243428102418 -0.09168127044617895 -0.12133472951589884 0.072889064353791527 -0.01457265953197371 -0.064486320302227715 0.077458860652233466 -0.0124650508471842 0.029871597195103395 0.016080549765087302
leaf_weight=0.83273524316609726 0.76760572867351617 0.62895341217517742 0.93917609726486262 3.8073447415808914 0.22171007058932446 1.2740155681967729 0.94488301229284732 1.1558549083129035 7.4741077526705357 0.20362055918667465 0.08759654313325882 0.6369792325713195 0.54339327104389668 0.26789603281940799 1.3993742443853978 5.5351288942474639 1.7867602530750435 137.50496319413651 1.492503417597616 1.3502843688474966 6.4568563076463761 2.2659456405090159 1.0078731340472575 4.3277376870973958 1.87428179825656 6.9365091212093821 4.7894422134850174 8.7343686641397635 7.7949381136859337 9.7930073653114942
leaf_count=353 12 4 239 50 5 11 211 37 73 7 1 37 10 69 22 64 22 1639 40 24 154 32 27 63 32 60 89 501 69 77
internal_value=-3.89678e-05 -0.0288019 -0.0656527 0.000265715 -0.000373057 0.022209 -0.0805827 0.0618549 6.60504e-05 -0.0516304 -0.0823819 0.000340163 -0.0455216 0.00857054 0.000655662 0.00032634 0.00688739 -0.0019873 -0.000122233 -0.0317918 -0.00646577 -0.0370851 0.00394432 0.0102153 -0.00116957 -0.0169974 0.0515735 -0.023728 0.00457618 0.0334913
internal_weight=222.836 2.33574 1.56813 220.5 214.263 6.23722 1.16659 2.42987 213.096 1.12395 0.920332 211.972 1.44827 0.811289 210.524 209.125 54.519 154.606 146.805 9.29964 7.80714 7.80107 52.7323 42.99 28.8693 22.2056 6.66372 9.74224 15.269 14.1207
internal_count=4034 255 243 3779 3681 98 216 48 3465 361 354 3104 116 79 2988 2966 1013 1953 1857 218 178 96 991 463 323 202 121 528 142 140
is_linear=0
shrinkage=0.1


Tree=108
num_leaves=31
num_cat=0
split_feature=2 2 4 2 4 0 1 3 3 2 2 4 1 4 0 4 1 1 0 3 0 4 0 4 4 2 3 3 3 1
split_gain=0.184333 1.43075 1.49763 1.10827 1.74309 1.8811 1.37724 0.841412 0.764059 0.652192 0.83828 2.00356 1.09022 0.619583 0.386959 0.365045 0.361162 1.24701 0.856795 2.03471 1.48035 1.44572 1.15317 0.471521 0.871115 0.747029 0.521537 0.458054 1.15392 0.763794
threshold=0.17076500000000003 0.20167500000000002 33.96174662340001 0.22598000000000004 40.098777110850008 93.953546284800012 81.188747081400024 0.10220000000000003 0.090735000000000024 0.12427500000000002 0.086310000000000026 33.708131650200009 66.590419433100024 39.952536079750011 88.17067284620002 41.965809985500009 80.677940036650014 83.740093847200015 100.15850764985002 0.09091500000000001 101.55650587770002 40.94178426300001 102.11570516885001 34.654301448200009 32.051492741500006 -0.10623499999999998 0.094375000000000028 0.078105000000000022 0.086230000000000015 81.788273244500019
decision_type=2 2 2 2 2 2 2 2 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 14 8 -4 5 -5 -6 -7 -3 10 16 -12 -13 -11 -2 -15 18 27 23 20 -20 -22 -23 24 25 -1 -26 -18 29 -29
right_child=1 2 3 4 6 7 -8 -9 -10 13 11 12 -14 15 -16 -17 17 -19 19 -21 21 22 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-0.13985352222626071 -0.10467915938164477 0.0060663988232089799 0.073006130797841517 0.074725498519042047 -0.14143146169626189 -0.11410078270202904 0.01172478544097153 0.0069807220260512714 -0.17720820816338245 -0.012056904094104256 0.12783911519483229 -0.0039631587814550999 -0.13717694570164118 0.10645803819142521 -0.033183695522457646 0.028067672462433853 0.097752149597980786 -0.10839817190600697 -0.12417544616998802 -0.10518517438220346 0.090785090344925906 0.036119214084354104 -0.12622286570736305 0.00032310358417263083 0.010134755008905887 0.028665827966907354 0.082115733989405928 0.0011508477961107205 0.050485661860005616 -0.12803856020896351
leaf_weight=0.4938088664493987 1.6494187815114849 0.35189432927290809 2.5779174274648531 3.4381896145641786 1.3374708699993791 0.94468759250594336 1.046571259095799 1.4623189403209833 0.64331895334180444 1.360781454626703 0.5205934372497717 0.98589615747914683 1.6301845765701726 1.363610554544721 1.3992028075736014 1.0526064844889331 0.93230210326146146 0.68837220436034829 0.72765179100679134 2.5739523526281118 1.9682249040633908 1.020889574778266 0.76576160785043601 178.84333826767397 1.7440595000516621 0.56290898169390768 2.3804733203724027 1.5597674846649172 4.8417683170409873 0.64766412728931744
leaf_count=69 20 30 27 42 44 56 39 11 25 26 2 23 97 11 28 41 34 639 39 70 39 11 57 2320 34 9 27 8 81 75
internal_value=-3.3128e-05 -0.0107942 0.00498089 0.0157907 -0.00213273 0.0272598 -0.0741974 -0.0405406 -0.112405 0.000740164 -2.63148e-05 -0.0513215 -0.086974 0.0419128 -0.0718654 0.0723079 0.00077917 0.0207414 -0.000126571 -0.0343224 0.0063683 0.0316662 -0.0334609 0.00118468 0.0309241 -0.050084 0.0516786 0.0318791 0.023167 -0.0367535
internal_weight=221.516 14.851 11.8024 10.8072 8.22924 5.8452 2.38404 2.40701 0.995213 206.665 202.888 3.13667 2.61608 3.777 3.04862 2.41622 199.751 8.66987 191.081 7.05648 4.48253 3.75488 1.78665 184.025 5.18125 1.05672 4.12453 7.9815 7.0492 2.20743
internal_count=4034 322 274 219 192 109 83 67 55 3712 3634 122 120 78 48 52 3512 837 2675 216 146 107 68 2459 139 78 61 198 164 83
is_linear=0
shrinkage=0.1


Tree=109
num_leaves=31
num_cat=0
split_feature=0 3 0 0 3 0 3 2 2 4 4 1 1 3 4 3 4 0 4 3 3 2 3 3 0 4 0 4 2 0
split_gain=0.170828 0.886571 0.268912 0.659316 0.707617 0.375206 0.275003 0.856014 1.06851 0.463002 1.14405 0.675153 0.286645 0.962877 1.65193 1.43507 1.09698 1.52444 1.06217 1.37181 1.52993 0.91553 1.31306 0.696475 0.82896 1.44394 0.697076 1.10931 1.48913 1.91234
threshold=71.131225215400022 0.049900000000000007 71.332859575200004 76.451683855550016 0.10507500000000002 77.693751511800016 -0.27453499999999997 -0.030380000000000001 -0.073609999999999995 32.724174661450007 30.317390213800007 68.34060567600001 61.977025281250008 0.092075000000000032 40.750688432250008 0.082935000000000023 42.660927378600007 86.692020874450009 40.467253020850002 0.10249000000000003 0.11243000000000002 -0.084794999999999995 0.10111000000000002 -0.26533499999999993 85.57631075030001 44.756878345700009 85.812895065800021 41.436838994450007 -0.086719999999999992 85.764502819450016
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 8 -7 10 11 -8 13 14 15 -11 -16 -18 19 -15 -21 -20 -23 -14 25 -25 27 -26 29 -29
right_child=2 -3 3 5 -6 6 9 -9 -10 12 -12 -13 23 18 16 -17 17 -19 21 20 -22 22 -24 24 26 -27 -28 28 -30 -31
leaf_value=-0.12088811488223671 0.030788129517949625 0.064047841068958111 -0.10629908083142531 0.044871257091233796 0.10356260206115447 -0.053243171538387993 -0.10806027679368609 -0.1382603115792127 0.11525986496408909 -0.026959029449148332 -0.13645164348024827 0.086937666226810123 0.062072416773256117 0.079595750054846259 0.031959399715506549 -0.13252610152599603 -0.12933347903421319 0.020187113446518256 0.01005121499682759 -0.065364952177301247 0.053384172551625433 1.2051303623978814e-05 -0.11046051311998664 -0.10814054687308111 -0.032917071990092174 0.083152180875998016 0.00075406689336477513 -0.06473312108021613 0.095151646505214363 0.088982712165972991
leaf_weight=0.59411417166120262 2.8292172243818632 0.45987023180350661 1.0295846674416669 1.8617205841001112 0.19037784636020649 1.1656209737848258 0.25256059001549036 0.59178900968981807 0.55575378239154827 2.98794834315777 0.82116138329729438 0.59790933701879112 1.9169835367065378 3.5866300892084864 4.4531301923561841 2.2629621222149581 1.2597665076609703 1.4864803180098531 6.1993209158536073 2.0982625503093004 2.2466151649132371 2.3855128476279743 1.9598325776169074 1.5921927613671862 2.1622376888990384 0.52461163897532959 165.09823272404174 1.8836832921952011 3.4653922603465617 1.419024061411619
leaf_count=175 30 16 212 15 2 65 10 30 2 26 46 69 47 23 39 28 45 5 39 17 26 23 26 124 12 55 2753 36 29 9
internal_value=-3.52518e-05 -0.0401976 0.00015814 -0.000242956 -0.0735497 0.000173323 -0.000217406 -0.0345095 0.00115881 0.00015914 -0.0522602 0.0290299 0.000578424 -0.00830809 -0.0298031 -0.0724548 0.00130527 -0.0484014 0.00617643 0.0338222 -0.00396309 -0.0146183 -0.0498132 0.00212186 0.00146942 -0.0607321 0.00222602 0.0294384 0.0493595 0.00131162
internal_weight=219.938 1.05398 218.885 216.055 1.21996 214.835 212.974 2.31316 1.72137 210.66 1.67163 0.85047 208.989 30.9265 12.4503 5.25091 7.19938 2.74625 18.4762 7.93151 4.34488 10.5447 4.34535 178.062 176.145 2.1168 174.029 8.93034 6.7681 3.30271
internal_count=4034 191 3843 3813 214 3599 3584 97 67 3487 125 79 3362 297 143 54 89 50 154 66 43 88 49 3065 3018 179 2839 86 74 45
is_linear=0
shrinkage=0.1


Tree=110
num_leaves=31
num_cat=0
split_feature=1 0 3 1 1 3 3 4 3 3 3 0 1 3 0 2 3 0 1 0 3 2 2 1 1 4 1 0 2 4
split_gain=0.165037 2.48322 1.83565 1.18944 1.34718 0.774715 0.730543 1.27456 0.692778 0.657308 0.653101 0.719636 0.93868 1.53686 1.58576 1.06599 1.04953 0.961858 1.34742 0.873467 0.85334 0.84224 0.809061 0.672018 0.958645 0.646474 0.631931 0.921054 0.750083 0.587358
threshold=71.096275259700022 96.039789794050009 0.076615000000000016 70.727956495850009 70.206395618550019 -0.10747999999999999 0.087905000000000025 47.709122305950011 -0.10055499999999999 -0.081689999999999999 -0.075324999999999989 97.878695155250014 78.10777406390001 0.088655000000000025 98.674478761850011 -0.088224999999999984 0.087715000000000029 99.470262368500016 77.543197856500015 98.674478761850011 0.079470000000000027 -0.59681499999999998 -0.092710000000000001 83.116371560950014 83.468559576050012 37.784765830350004 75.408562100950022 96.741477366050006 -0.088224999999999984 33.151194885250007
decision_type=2 2 2 2 2 2 2 2 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 -3 -6 -8 -7 -10 -11 20 13 16 -15 -16 19 -17 -19 -13 -12 -14 23 -23 -25 -5 27 -22 -28 -24
right_child=1 5 -4 25 6 8 7 -9 9 10 11 12 21 14 15 17 -18 18 -20 -21 26 22 29 24 -26 -27 28 -29 -30 -31
leaf_value=0.0011985990873000715 0.014606119452221317 -0.10799531296181575 -0.10769909448562497 -0.0030968822523730986 -0.14283543280427688 0.1104358667582986 -0.10584894799808005 0.089179072910806845 -0.087706918558898228 0.12203464174083503 -0.03060078946205318 0.056345848351998996 0.069968247458562546 -0.14390429216720194 -0.087080674622698528 0.085163934759793669 0.077352373063239555 -0.12079227233307928 0.060663857829225724 -0.11883145818225156 0.036230656074609305 -0.10786729529828896 0.11124108091043448 0.10720246817225772 -0.11049415501793843 0.072799270751600184 0.016576006133832165 -0.019691007563940259 0.081670320796509419 0.0022969753914468065
leaf_weight=153.27757781815308 1.8182354996242782 0.63059271414021978 3.7749207562883385 1.643224800005554 0.94866761827142854 0.59901564079336722 0.85325461789034285 0.55179839208722115 0.79928439512150262 0.4620812950306491 3.3460891726426878 0.48755429312586984 1.794626555078138 1.7103957547806201 1.9758299500681458 1.0367140639573338 1.682542100548744 0.89436675515025832 0.75440787058323622 0.6839016315061599 6.2864982662722486 1.2264316296495974 0.51323798995872927 0.44929238688200701 0.36793031856359448 3.5402874052524567 3.6924528134986758 5.541496317833662 3.400384525768458 13.831524231420188
leaf_count=1931 77 186 266 15 51 5 50 4 23 3 23 4 47 37 39 8 7 37 9 46 36 175 40 4 304 40 32 40 18 477
internal_value=-3.1593e-05 -0.00461661 -0.0679398 0.00161521 4.56706e-05 0.00217272 -0.0750346 -0.0292567 0.00352073 0.00226342 0.0036977 0.00259694 -0.00825157 -0.0342321 -0.061548 -0.0313287 0.0267524 0.00969036 -0.0377658 -0.0459235 0.0159506 0.00493041 -0.00219161 -0.0610577 0.00919101 0.0487394 0.024183 0.010031 0.0477829 0.00619486
internal_weight=218.575 57.7598 5.59316 160.815 155.631 52.1667 2.35372 1.40505 51.5361 50.937 50.1378 49.6757 27.4088 9.22571 6.37171 4.66132 2.854 2.68549 1.64877 1.17146 22.2669 18.183 16.3884 2.04365 0.817223 5.18351 18.9208 11.828 7.09284 14.3448
internal_count=4034 1943 343 2091 2036 1600 105 54 1414 1409 1386 1383 1234 187 130 93 57 54 46 50 149 1047 1000 483 308 55 126 76 50 517
is_linear=0
shrinkage=0.1


Tree=111
num_leaves=31
num_cat=0
split_feature=2 2 4 3 1 4 2 0 0 0 3 3 2 4 4 3 4 4 4 4 4 2 1 1 2 4 1 3 3 1
split_gain=0.177588 0.731643 1.7393 0.56413 0.555639 0.715425 0.493167 0.458693 0.428473 0.622483 0.43823 0.692795 0.688623 0.723115 1.66796 0.602051 2.28857 4.16768 2.08003 1.239 2.04305 1.24153 1.23131 2.01849 1.43519 1.20841 1.7384 1.0603 1.52246 0.864909
threshold=-0.091919999999999988 -0.08854999999999999 41.50623664750001 0.085910000000000028 60.613977009100005 40.750688432250008 -0.013805 67.04476885710001 102.1049513363 102.21786657775002 -0.25095999999999996 -0.27511499999999994 -0.23349 48.96897326980001 48.86568841230001 0.093905000000000016 36.79544512155001 39.952536079750011 37.627645350900004 42.047301293400004 43.487767439550005 -0.5775499999999999 71.246828915000023 62.111448187750007 -0.58559499999999998 34.41230404325001 65.020359884900017 0.09013000000000003 0.089415000000000022 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=8 2 -2 -4 5 -3 -7 -8 10 -10 11 12 13 14 -1 18 29 -18 25 22 21 -21 23 -19 -24 -12 -27 28 -20 -17
right_child=1 4 3 -5 -6 6 7 -9 9 -11 15 -13 -14 -15 -16 16 17 19 27 20 -22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.12366662954504559 0.012995030497378711 -0.12437295106703508 -0.05123218257621881 -0.14388954188910549 6.0628573402272105e-05 0.099812719624588389 0.082220005060551729 -0.10676843889264645 0.055961291637827849 -0.10385126205406701 0.023870202968064257 -0.116230304300739 0.041450166057835733 -0.13671192077462377 0.1129230420336082 0.0896857548910764 -0.12700410335670612 -0.016954158923781045 0.014707240073333567 -0.025517783250218445 0.040477676260725071 -0.15193144423707847 0.027703303156076803 0.071432046993583589 -0.11681594581471032 0.026281907954788648 -0.14092804939262155 0.049000627805420374 -0.10857749286617149 0.012455283341073035
leaf_weight=0.58942143694730453 3.1535070308455024 0.82546087185619288 1.3258556812215831 1.3026742424117399 127.02186613863159 0.33812522504013032 0.18279904127120972 0.43175514778704382 0.34636906953528412 0.82248011542651511 1.3663406626146741 0.72365224979875975 1.5172869145753793 0.62709205597639095 0.60266566276550293 2.8039350109174874 3.1621197022032019 4.9372209771536308 35.346048186649568 1.4343058243393896 1.768369600176811 1.6950588915497058 1.3478208640590312 5.420492859557271 1.4018790237605561 0.89424030971713397 2.040566869196482 9.3303942377679032 1.0308909411542106 3.003241294529289
leaf_count=62 32 29 26 31 1867 7 4 130 52 509 42 38 50 8 2 28 58 33 675 14 22 33 13 33 30 50 40 63 26 27
internal_value=-4.17331e-05 -0.00227869 -0.0370782 -0.0971523 -0.000716481 -0.0562295 0.00281429 -0.0505539 0.00362019 -0.0564935 0.00448719 -0.0275328 -0.00829503 -0.049785 -0.00405752 0.00617594 -0.00586513 -0.0211217 0.0126709 -0.00252627 -0.0454401 -0.0939913 0.013509 0.0293009 -0.0459769 -0.0538126 -0.0899789 0.0189271 0.0112135 0.0497452
internal_weight=216.794 134.582 5.78204 2.62853 128.8 1.77814 0.952679 0.614554 82.2119 1.16885 81.043 4.06012 3.33647 1.81918 1.19209 76.9829 26.9744 21.1673 50.0085 18.0051 4.89773 3.12936 13.1074 10.3577 2.7497 4.30115 2.93481 45.7073 36.3769 5.80718
internal_count=4034 2126 89 57 2037 170 141 134 1908 561 1347 160 122 72 64 1187 291 236 896 178 69 47 109 66 43 132 90 764 701 55
is_linear=0
shrinkage=0.1


Tree=112
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 0 0 0 3 4 4 1 4 2 4 4 1 0 3 4 2 3 4 4 2 2 1 2 4 2
split_gain=0.153408 2.59839 1.28984 1.22493 1.72221 2.08164 1.97385 2.08462 1.97029 1.31766 1.21522 2.15679 1.64893 1.67333 1.1553 0.906263 0.877483 1.32762 2.28418 1.09314 1.26885 0.822257 0.754901 1.21706 1.64688 1.49729 1.39335 1.38958 1.38703 1.33194
threshold=66.590419433100024 90.407470010750018 65.687097501250022 93.399723909900004 69.873026810350026 93.805681087600007 93.953546284800012 94.625660817400004 0.10371000000000001 42.310579034350006 34.41230404325001 68.910558799650019 40.137820134150012 -0.102645 42.360359531950003 36.010074051050005 71.015621515800021 96.039789794050009 0.076615000000000016 41.360869295700006 -0.079634999999999997 0.088655000000000025 38.400997490450003 40.241071441700008 -0.056724999999999998 -0.075639999999999999 62.014663695050011 -0.13734499999999997 40.563919884450009 -0.0034049999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 22 10 21 -6 -7 8 9 15 -2 12 -12 -14 -11 -8 19 18 -18 -9 -21 -5 -1 24 25 27 -26 -24 -25 -30
right_child=3 -3 -4 4 5 6 7 16 -10 14 11 -13 13 -15 -16 -17 17 -19 -20 20 -22 -23 23 28 26 -27 -28 -29 29 -31
leaf_value=0.022691382671785495 0.054962845397533391 0.067821453764435866 -0.067644594897533605 0.089965309299318216 -0.10478814859486654 0.074145145589383357 -0.033132497822616902 0.071435723799802606 0.086549704543344111 0.11106598282109902 0.025348162236300327 -0.13696177926553374 -0.0026817615603637718 -0.12237641775198171 -0.10329113432428655 -0.14802993328868091 0.045350926461030096 0.0017641932396007317 -0.10895537968619594 -0.10337669073447253 0.048741346778733374 0.018254460308923841 -0.082770801606035574 0.044137902460334222 0.039501736204436845 -0.11677846011140879 -0.047913860810897151 0.0063226129522881234 0.0022232013944722068 -0.051230129263450067
leaf_weight=13.724708154783 1.3913248367607582 5.7586840856820336 2.8313385695219031 2.9334265735524232 1.9572681963909406 3.395199602469801 0.93239164073020164 3.6666839653626075 0.74457643262576301 0.5425480008125303 3.9184552459046227 2.0360866292903657 2.3325810186797735 2.339313333854081 0.46858518419321626 2.6029671370051801 1.4561905124573957 50.855493003364245 2.8115002866543364 0.96937425876967642 1.2624757378362117 3.5148430815897882 2.9260471218731263 7.3836803132435298 5.0714175696484736 2.6892908066511163 2.8470479091629386 4.3578848149627447 72.127633306838106 4.9836867942940435
leaf_count=289 11 55 28 30 29 27 7 22 12 2 38 92 33 37 68 57 31 1607 180 42 15 24 30 57 31 18 24 27 923 188
internal_value=-5.34326e-05 0.0022184 -0.000957815 -0.00319663 0.00137601 -0.00307796 -0.000222133 -0.00402972 -0.064242 -0.0889371 -0.0329181 -0.0444244 -0.0224911 -0.0626153 0.0117274 -0.117728 0.00119116 -0.00273151 -0.0563041 0.0378495 -0.0173291 0.0508769 0.00066832 -0.00228382 -0.025977 -0.0530109 0.00807186 -0.0294673 0.00273317 -0.00123148
internal_weight=214.833 124.701 118.943 90.1313 78.1135 71.6653 69.708 66.3128 5.29107 4.54649 12.0178 10.6264 8.59035 4.67189 1.01113 3.53536 61.0217 55.1232 4.26769 5.89853 2.23185 6.44827 116.111 102.387 17.8917 9.97322 7.91847 7.28393 84.495 77.1113
internal_count=4034 1670 1615 2364 2153 2099 2070 2043 146 134 211 200 108 70 70 64 1897 1818 211 79 57 54 1587 1298 130 75 55 57 1168 1111
is_linear=0
shrinkage=0.1


Tree=113
num_leaves=31
num_cat=0
split_feature=4 4 4 1 0 2 2 4 2 2 4 4 0 0 0 0 1 0 1 2 2 1 2 3 4 1 1 1 3 0
split_gain=0.187744 1.69163 1.05075 1.02317 0.930595 0.671946 0.907852 0.644514 0.838649 0.612419 0.938759 0.52102 0.825781 2.45691 1.4119 1.38426 1.22597 0.948545 1.09894 0.593962 1.3738 0.415356 0.542247 0.637233 0.954071 1.00375 0.585165 0.88224 0.4823 0.347714
threshold=37.038444968100009 36.957836847500012 37.828051409500013 67.649671936450019 102.11570516885001 0.27681500000000009 -0.046635000000000003 38.064633603500006 -0.016334999999999999 0.26941000000000009 39.051326806600009 36.79544512155001 89.813320763900023 91.937202686950016 93.692765846100016 89.582113364650013 65.611820673600008 88.606203063300015 61.778079379550007 -0.041369999999999997 -0.11572 80.677940036650014 -0.62218499999999988 0.086230000000000015 38.969453495950006 81.479100559500012 80.882262854550007 81.011308844800013 0.097970000000000015 81.87699236280001
decision_type=2 2 2 2 2 2 2 2 2 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 -5 8 -4 21 -11 12 15 -14 -15 16 17 18 29 20 -16 -9 -23 24 -24 -26 -25 -28 -29 -1
right_child=2 -3 7 5 -6 -7 -8 9 -10 10 -12 -13 13 14 19 -17 -18 -19 -20 -21 -22 22 23 26 25 -27 27 28 -30 -31
leaf_value=0.000899416219064202 0.075002488942087497 -0.15968504449010251 -0.12250397835229017 -0.11360825040492994 -0.11041227337425195 0.070992861130532089 0.011071424879287639 -0.00043285855009392478 0.016940781148529326 0.018962368306864673 -0.11382104384683492 -0.039624399740357558 -0.10374329421758635 0.068493958706460398 0.0099045798131488817 0.11139849479240516 -0.11509666898597924 0.10435340315821245 -0.087693015460206053 0.018015334003595659 -0.11442066803193779 -0.11983816594170225 0.10404949380769971 0.12115519962908522 0.010829181824278786 -0.11729214169305738 -0.11109385742967259 0.067024607925957921 -0.012336745304322914 0.089998944787745394
leaf_weight=0.90298256222742146 3.7054142560809842 0.71773479774128546 0.97724692338670138 0.79181508995679895 0.78858092795598977 1.0572753995656965 2.2253603299614046 169.0249328140635 0.77201683376915642 0.9813731688773254 1.1638947684550656 2.8517650547437361 2.2330578141845754 3.0891410708427411 2.2035745114553715 1.7454951182007787 0.69950737431645382 1.1626372374594209 0.98940222048258863 3.3264429579721773 1.4896334572695193 0.26232873818662383 0.614376609519239 0.89848561584949482 1.7442702045664193 0.94155741460053821 0.38948266208171833 2.9702623064513318 1.0317771462578091 0.85057218372821808
leaf_count=95 45 15 41 66 237 4 24 2398 10 22 71 24 22 21 34 8 7 14 67 30 43 23 21 3 14 416 19 188 42 10
internal_value=-5.04445e-05 -0.00857208 0.000985832 0.0369744 -0.00371558 0.00239055 -0.021649 -0.000554482 -0.0609617 3.24894e-05 -0.053078 0.000189826 0.00626398 -0.00881308 0.0121572 0.035565 0.00682141 0.0286574 -0.00342729 -0.0126349 -0.0402413 0.000673022 0.021788 0.026113 -0.00836999 -0.0340857 0.0476254 0.0325816 0.0465642 0.0441177
internal_weight=212.602 23.0505 189.552 7.77987 22.3328 4.07445 3.01718 181.772 1.74926 180.023 2.14527 21.5442 18.6924 12.3418 10.1088 6.3506 4.6051 3.90559 2.74296 7.01965 3.69321 177.877 8.85254 8.59021 3.3002 2.68583 5.29001 4.39152 4.00204 1.75355
internal_count=4034 627 3407 139 612 94 90 3268 51 3217 93 375 351 150 128 201 193 186 172 107 77 3124 726 703 451 430 252 249 230 105
is_linear=0
shrinkage=0.1


Tree=114
num_leaves=31
num_cat=0
split_feature=4 2 2 3 2 2 2 4 0 4 2 3 1 4 4 4 1 4 3 1 4 3 3 3 3 2 3 3 3 4
split_gain=0.193653 0.667721 0.373977 0.226021 0.157824 0.740911 1.69147 1.1482 1.30783 0.971278 1.88342 1.41567 1.34879 1.43686 1.55304 1.26765 1.22621 1.76122 1.07852 0.958402 0.835563 0.685589 0.649355 0.626768 0.597089 0.992348 0.542396 1.08376 0.776348 1.40672
threshold=32.051492741500006 -0.10623499999999998 -0.096529999999999991 0.076835000000000028 -0.117885 -0.12546499999999997 -0.13509999999999997 40.890797847750008 90.407470010750018 39.256147742250008 -0.14429 0.12201500000000003 75.634392583900009 41.827117825850003 42.141702038450013 43.047778594550003 78.285212300550015 35.782584506850007 0.096010000000000026 83.116371560950014 43.426640904350009 -0.10747999999999999 -0.11012 0.11922500000000003 0.091645000000000018 -0.23783499999999999 0.099465000000000012 0.093905000000000016 0.085335000000000022 40.00488309970001
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -7 -9 10 16 12 15 19 -15 26 17 18 -2 -14 -17 22 -19 -16 25 -22 27 28 29 -11
right_child=4 2 3 -5 -6 7 -8 8 -10 11 -12 -13 13 14 23 20 -18 21 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.132921560988951 -0.076101575616256689 0.11135990804471033 0.034225819487734559 -0.10757133670556072 -0.0013369597474777778 0.077081926169228085 -0.090026246700239621 -0.090082943396679299 0.06400239328639476 0.11214720714153646 0.09974803680242518 -0.066363361216570077 -0.12881900751226621 0.11000776697395265 -0.11525747879311843 -0.10120778162551521 0.041547509594551932 -0.11282025780035253 0.065339828033630684 0.033009457192481821 -0.11222101876178199 -0.13005245637074184 0.11009037365769719 0.10337306470821009 0.064621598618486806 0.0066555911795741791 0.084829023885236235 -0.017880405209128921 0.069929406657433565 -0.012424476902577041
leaf_weight=0.47075837448755919 0.95112635733676176 0.27701115608215332 0.22586247412254923 0.22379607171751559 160.45407700999203 3.2969284532591692 1.9593088785550197 1.1474633542820813 1.0594175549340432 1.1993945837020961 1.0288803630246537 2.1400627181865266 1.6533458421472458 1.0242280629900049 0.68161328161659174 0.78755236580036481 1.3165425721599602 0.27173425367800519 1.24449863191694 0.46999609349586524 0.77587846014648487 2.8713044641190213 0.25176122784614552 0.16235846653580666 1.4687691088765849 7.3964758267393336 2.5170151201309627 3.1106913825497022 6.9538805955089629 3.7121332359965891
leaf_count=103 28 1 27 51 2421 18 32 14 60 5 16 28 40 13 299 18 108 49 16 85 181 86 1 2 19 116 19 39 53 86
internal_value=-4.3449e-05 -0.0401441 0.0199599 -0.0363469 0.000185309 0.00512449 0.000792885 0.0397129 -0.016114 0.0050307 -0.0264748 0.0123728 0.0176527 -0.0367208 0.0272431 0.0254256 -0.0452773 -0.0657245 0.0040686 -0.0929987 -0.00217038 -0.110864 -0.00561732 -0.0731986 0.00591967 -0.00463048 0.0418773 0.0346584 0.0484322 0.0179959
internal_weight=211.104 1.19743 0.72667 0.449659 209.906 49.4524 43.9486 5.50381 2.20688 41.9892 7.93585 34.0534 31.9133 3.99154 1.8682 27.9218 6.90697 5.59042 2.19562 2.12334 10.4287 3.3948 0.523495 0.843972 9.64112 8.17235 17.4931 14.9761 11.8654 4.91153
internal_count=4034 182 79 78 3852 1431 1339 92 74 1307 304 1003 975 439 314 536 288 180 44 125 334 136 50 301 316 297 202 183 144 91
is_linear=0
shrinkage=0.1


Tree=115
num_leaves=31
num_cat=0
split_feature=1 4 3 1 0 3 4 4 3 3 3 3 4 3 4 0 0 3 3 1 4 1 0 1 2 1 1 0 4 1
split_gain=0.164147 0.831104 1.73841 1.61121 2.05313 1.21785 1.02489 0.851199 0.855362 1.80506 1.45768 2.00857 0.965753 1.40452 0.726724 0.892796 0.842261 0.927141 0.679988 0.667684 0.964615 2.14954 1.94742 0.986801 0.86305 0.932474 1.89967 0.728017 0.540984 0.505414
threshold=61.987779113750001 42.488347682450005 0.087555000000000022 61.966271448700006 85.812895065800021 0.081765000000000018 41.898943182100005 41.535369675400013 0.093325000000000033 0.089850000000000027 0.10249000000000003 0.10828500000000003 41.32819714970001 0.082935000000000023 40.241071441700008 85.963448721100022 85.121961326250016 -0.11012 0.086355000000000029 62.041548276350007 42.198888176300009 62.00390986255001 85.963448721100022 62.00390986255001 -0.097294999999999993 62.030794443850006 62.009286778800011 86.382848189450016 40.159267750750011 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 3 5 6 -5 -3 7 8 9 12 28 -12 13 14 15 16 17 -1 -8 20 22 -22 23 -2 -23 26 -26 -24 -10 -21
right_child=19 2 -4 4 -6 -7 18 -9 10 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 29 21 24 27 -25 25 -27 -28 -29 -30 -31
leaf_value=0.051089353511574988 0.037336480933555648 0.0043069214362018672 0.075041994733657746 0.0022716416525266777 -0.14536648610887723 -0.12690556872594097 -0.0014147522929280421 0.060357847653675939 0.0928665341015463 -0.11199056068234864 -0.085188567332122461 0.021391035843992774 0.11198836847196712 -0.093676356319454535 0.09890382388719493 -0.085884861096510418 0.1071612755943965 -0.11598828548767766 -0.12891811322066174 -0.053583367199914189 -0.12207405749818666 0.072793359533370738 0.09763438488048698 -0.040057919917992443 0.042850586892751064 0.047409320315559327 -0.14865833461215208 0.036113378833612195 0.023252336671120692 -0.0004134166244390345
leaf_weight=0.78048632547143515 2.8900450004730391 5.7634230352705327 3.5514143687323667 1.7881024051457637 1.9904560949653385 0.80632609548047174 0.68741551796847389 2.1381919463165096 2.1311901872977597 2.0545239440398291 2.6890447214245796 5.1637637717649341 0.64348595961928357 1.6910297130234537 0.82086558191804204 0.98259586095809925 0.84452935680747021 0.57816506436211768 1.068295697448775 1.8096400864887972 1.4305963702499855 1.7804081239737573 3.8497167825698853 3.8316291659866692 1.0044161118566992 1.5092858267016707 1.0694824750535188 3.8443341106176376 2.3442345424555242 148.01808681175498
leaf_count=91 24 184 39 62 17 34 26 25 20 41 21 42 6 29 22 7 6 42 26 17 27 16 19 25 7 13 36 30 20 3060
internal_value=-3.29873e-05 -0.00593071 0.0186738 -0.0147004 -0.0755007 -0.0117972 -0.00536819 0.000286152 -0.00591175 -0.0305302 0.0108538 -0.0151051 -0.00413724 -0.0172523 0.015003 -0.00661537 0.028738 -0.0200094 -0.0789966 0.00129517 0.0179012 -0.0131628 0.0325418 -0.00678149 0.0158864 -0.0123894 -0.0559081 0.0668954 0.0564025 -0.00105561
internal_weight=209.555 38.5175 10.1212 28.3964 3.77856 6.56975 24.6178 22.8621 20.7239 8.39568 12.3282 7.85281 6.34116 5.69767 4.00664 3.18578 2.20318 1.35865 1.75571 171.038 21.2099 6.79419 14.4157 6.72167 5.36359 3.58318 2.0739 7.69405 4.47542 149.828
internal_count=4034 760 257 503 79 218 424 372 347 244 103 63 203 197 168 146 139 133 52 3274 197 99 98 49 72 56 43 49 40 3077
is_linear=0
shrinkage=0.1


Tree=116
num_leaves=31
num_cat=0
split_feature=4 2 2 3 1 0 4 0 1 1 4 1 2 1 3 4 3 0 0 0 0 4 2 4 1 3 2 0 1 4
split_gain=0.168721 0.594895 0.332458 0.202687 0.152215 1.54854 1.18091 1.64481 1.12694 0.912942 0.819362 0.624918 1.94735 0.484197 0.448843 1.29086 0.550054 0.452422 1.81026 1.54094 1.7983 1.98819 1.46113 2.64862 1.05739 0.941046 0.775481 0.725808 1.65874 1.12166
threshold=32.051492741500006 -0.10623499999999998 -0.096529999999999991 0.076835000000000028 64.665483411650015 89.705782438650019 38.625745710700009 85.812895065800021 64.02831883475001 61.853356207250009 35.171584490050009 65.29995953045001 -0.11347 61.622148808000013 -0.13658499999999998 35.782584506850007 -0.092630000000000004 93.692765846100016 93.953546284800012 90.767723400200012 90.407470010750018 37.999598532650005 -0.102645 39.861052345600008 69.238550691600025 0.09062000000000002 -0.089094999999999994 94.773526014550015 69.999384342500022 40.340071172300007
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -8 10 -2 12 -6 -12 15 -13 -16 19 -19 20 21 -18 -21 24 -24 26 -23 28 -20 -30
right_child=4 2 3 -5 11 -7 8 -9 -10 -11 13 14 -14 -15 16 -17 17 18 27 22 -22 25 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.1306664445360928 0.099012763244714835 0.11016697188256795 0.031169903571767993 -0.1068953492887353 0.031760141583840294 0.077801633242469512 -0.00072227306635249885 0.090194658661078245 -0.083537462923095926 -0.10119083480661306 -0.048994329277949701 0.076901473245466631 -0.13559151425990465 0.03593406469341387 0.039643977249049028 -0.07778354710584906 0.013819496550270472 0.063463173055461661 0.066381415197803093 0.0055264625182203835 0.073047498185393633 0.0416203453513216 0.022930837410954634 -0.16503065255733559 -0.072872403168937519 -0.17536196802932646 -0.11434984059411771 0.0019872863876398846 -0.099605022252271622 -0.011360287685748607
leaf_weight=0.43179532226713491 0.94227359839715008 0.25331956148147583 0.22362829942721762 0.20271820321067935 1.4351036706357265 2.6849069334566584 94.32352335411997 3.4255372658371925 1.6722900781314809 0.76884231474832621 1.4366610227152707 0.71442906420997987 1.3488432300800912 1.2600975823588667 3.3613500261562868 2.2031841991847614 6.7785649923607725 4.5530601391801602 1.3861708790063847 4.1332416967488825 3.3511480378219849 0.59919025393901315 2.1542264558374864 2.0414032147964463 2.4764083176851273 0.88717545382678498 0.68116933363489907 56.594562239100924 2.8793058330193162 2.8822899792576209
leaf_count=103 22 1 27 51 72 37 1144 31 23 54 64 24 38 9 53 208 41 39 9 44 28 14 16 56 30 21 31 1530 62 152
internal_value=-2.1896e-05 -0.0388793 0.0194335 -0.034477 0.00018677 0.00282046 0.000881529 0.0382151 -0.00216495 -0.0021803 0.0187383 -0.00260561 -0.049323 -0.00931037 -0.00127409 -0.0399062 -8.46203e-05 -0.00154572 0.0025463 -0.0136425 0.0105665 -0.0128384 -0.0411943 -0.0701371 -0.0283036 -0.096206 -0.041358 -0.00180494 -0.0318311 -0.0554598
internal_weight=208.086 1.11146 0.679666 0.426347 206.975 106.514 103.829 7.83341 95.9958 4.40787 3.63903 100.461 2.78395 2.69676 97.6769 2.91761 94.7593 91.3979 68.2954 23.1025 12.2972 8.9461 10.8053 6.67204 4.63063 2.16754 1.28036 63.7423 7.14777 5.7616
internal_count=4034 182 79 78 3852 1384 1347 180 1167 149 95 2468 110 73 2358 232 2126 2073 1792 281 135 107 146 102 46 66 45 1753 223 214
is_linear=0
shrinkage=0.1


Tree=117
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 1 3 0 0 3 2 0 0 0 4 4 4 0 4 1 2 1 2 1 0 4 0 2 2 4
split_gain=0.165011 0.994478 1.01362 0.612647 1.27732 1.18285 1.16478 1.31119 1.07198 1.10109 0.661661 0.528884 0.567632 1.53154 0.727677 0.974644 0.992605 1.03851 0.709085 0.47101 0.576738 0.407322 0.398112 0.345656 1.46407 1.26346 1.22353 0.421091 1.01981 1.26096
threshold=97.878695155250014 97.521130223850008 75.408562100950022 78.10777406390001 0.088655000000000025 73.037342029850024 0.12084500000000002 101.10215645365001 98.674478761850011 0.087715000000000029 -0.59681499999999998 99.642323688800005 100.27142289135001 101.10215645365001 42.599563320500003 42.283941020600004 40.890797847750008 104.06483731340002 40.80591513400001 83.468559576050012 -0.60918499999999998 78.728807892050014 0.070580000000000018 72.378669787950017 96.682331287150021 38.625745710700009 96.959242474650011 0.20949500000000004 0.13747000000000004 41.872294782850005
decision_type=2 2 2 2 2 2 2 2 2 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 8 -6 7 -7 -2 -10 19 -12 -13 -14 15 16 17 18 -15 -5 -21 -18 -16 27 -25 -26 -27 28 -1 -30
right_child=3 2 -4 10 5 6 -8 -9 9 -11 11 12 13 14 22 -17 21 -19 -20 20 -22 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=0.0014354551210487626 0.088248004062466176 -0.0080209033692196716 0.079251503802598877 0.10226496866382787 0.019727832788486083 -0.12734366470422542 0.028962590492811736 0.0013469777608559374 -0.11421071050143294 0.045973577872178047 -0.089278115794969734 0.058332239750266704 -0.10838111749948293 0.0075531740634984541 -0.098400679029014615 0.075080080702021712 0.01255062027268708 -0.10178270639744838 0.083862711133963708 -0.11761921801246288 0.10218214911336364 -0.1239165738684043 0.00746768051373133 -0.11207305306248272 0.050986934794373467 0.016941630265905849 -0.070079991145116136 0.029866950313612778 -0.079139524064671882 0.035153561578147439
leaf_weight=152.6590601142525 1.4746315844822695 2.2750896161887786 3.2064818841172382 1.0931706689443697 1.781173203140497 3.2728887149132788 0.89799510047305364 1.044356044847518 0.79585578676778801 0.93126421049237251 0.66488754132297145 1.5929422060144123 1.2915130733454123 5.3601298139255942 0.95101462068123399 2.1670491609693263 0.2978045195341108 0.71383481426710194 1.5756537020206449 0.25953259298330511 0.22105289049068233 0.82357447862159461 0.56695544271497056 1.4227225526992686 2.9508459807839227 3.1304389461874962 3.3391029017511755 4.8750911486276882 3.3229633867740622 1.3605160509468985
leaf_count=2138 15 25 21 18 15 80 31 14 97 5 15 16 26 114 358 36 3 366 14 42 15 145 36 159 20 13 35 87 45 30
internal_value=-2.05269e-05 0.00109495 0.0430297 -0.00719041 -0.0266888 -0.0506299 -0.0746594 -0.096213 0.0256271 -0.0278392 0.00412116 -0.00196237 0.00182207 -0.00472582 0.00602177 0.0150259 0.000188308 0.0130684 0.024889 0.0659916 -0.0165181 -0.087675 -0.0588593 -0.000233301 -0.0175193 -0.00323925 -0.0279725 0.000922147 2.53236e-05 -0.0459382
internal_weight=206.32 178.542 5.48157 27.7773 10.1982 6.99641 5.21524 4.31724 3.20175 1.72712 17.5791 16.0054 15.3405 13.7475 12.456 10.938 8.771 7.64962 6.93578 1.57376 0.480585 1.12138 1.51797 173.061 10.8431 9.42039 6.46954 162.218 157.343 4.68348
internal_count=4034 2573 46 1461 257 140 125 94 117 102 1204 1129 1114 1098 1072 678 642 494 128 75 57 148 394 2527 227 68 48 2300 2213 75
is_linear=0
shrinkage=0.1


Tree=118
num_leaves=31
num_cat=0
split_feature=4 4 0 0 0 0 1 4 1 0 1 3 0 2 2 3 3 2 4 4 2 2 4 4 0 4 4 1 0 4
split_gain=0.1643 1.02293 0.901646 1.70731 1.50834 1.1566 1.03793 0.837572 0.812525 0.780071 0.851048 0.636465 0.614452 0.567764 1.16944 0.532317 0.530358 0.459547 0.820072 0.518643 1.56058 1.75745 1.24186 1.09877 0.443338 1.00314 1.47195 1.37941 2.51124 1.85555
threshold=37.038444968100009 36.79544512155001 89.813320763900023 91.937202686950016 93.692765846100016 89.582113364650013 65.611820673600008 37.828051409500013 67.649671936450019 88.606203063300015 61.778079379550007 0.09062000000000002 102.11570516885001 -0.041369999999999997 -0.11572 0.092835000000000015 -0.075324999999999989 0.26941000000000009 39.051326806600009 38.748048509250005 -0.10946499999999999 -0.10051499999999999 38.478081868400004 38.121007182500009 87.278104746850019 42.488347682450005 43.157831852650006 64.407391431150018 90.407470010750018 41.481306584950012
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 8 -2 10 -1 -3 13 14 -6 16 -10 19 -19 20 23 -22 -23 -9 -21 27 -27 29 -29 -26
right_child=7 11 3 4 12 -7 -8 17 15 -11 -12 -13 -14 -15 -16 -17 -18 18 -20 24 21 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.043839236739815622 0.0706634372856242 -0.1016721828550407 -0.093390023240857503 0.064916781639702478 0.0073050676829526642 0.1094575634328223 -0.10347230255699669 0.0012038705332185656 0.024727114744669682 0.10388363167337505 -0.080617759621234394 -0.016325065716862822 -0.10988336585412546 0.018430320619553468 -0.11290703583426945 0.032429482530307682 -0.096385206784680891 0.019134239555228007 -0.1117688744553243 -0.0036764820414984046 0.09821560092179317 0.0012805257925152793 -0.099451223409990255 -0.1481823282224706 0.093506062943398416 -0.041780054178023655 0.010439258737879271 -0.10715529667349982 0.011261760840223066 0.0055242455107008884
leaf_weight=1.5183671492995996 3.3234657752327612 1.6990052036708214 2.2100483113899818 2.8780350536107999 2.0639566135359932 1.5093129351735113 0.70374456234276284 0.75087126179278074 0.63668266922468342 1.0048120282590387 0.86098984999989614 1.7989273058192337 0.69545307343287266 3.2974887966411188 1.3311927339527754 2.3799028233042918 0.83676711317093577 0.91808197391219326 0.99970105758984573 82.549746412711102 1.4520245026797045 5.031917201325995 1.6172311790578531 1.4301334938645593 4.6586300674825889 9.278953584260309 12.905855909968521 1.8608441303949792 47.611535100120818 4.9378897398710251
leaf_count=105 45 27 22 21 34 8 7 25 19 14 67 18 231 30 43 28 47 22 71 1145 6 82 26 33 55 148 785 30 799 41
internal_value=-2.55281e-05 -0.00828031 0.0012998 -0.0136606 0.00350319 0.0346465 0.00702521 0.000946556 0.0344328 0.0300034 -0.00119655 -0.0577796 -0.0204205 -0.0111241 -0.0398285 0.00318434 -0.0440522 -0.000418898 -0.0491029 0.00011742 -0.0216683 -0.00145419 -0.0232198 -0.096752 0.00148494 0.00672869 -0.0114018 0.0135381 0.00680765 0.048235
internal_weight=204.752 21.5713 18.0734 12.4762 10.2661 5.59723 4.08791 183.18 7.17682 3.38417 2.37936 3.49793 7.38809 6.69264 3.39515 3.85335 1.47345 176.003 1.91778 174.086 10.2822 8.10117 6.64915 2.181 163.803 81.2537 22.1848 59.0689 49.4724 9.59652
internal_count=4034 627 582 381 359 201 193 3407 139 186 172 45 338 107 77 94 66 3268 93 3175 172 114 108 58 3003 1858 933 925 829 96
is_linear=0
shrinkage=0.1


Tree=119
num_leaves=31
num_cat=0
split_feature=3 3 3 3 4 1 1 2 2 2 3 2 2 1 2 0 3 1 2 2 1 0 0 3 3 3 0 1 2 1
split_gain=0.176562 0.175145 0.282259 0.543362 0.531309 0.512054 0.550084 2.05358 1.84975 0.398243 1.1508 0.774132 1.12478 0.874004 0.745911 0.778331 0.699595 1.00056 0.728063 1.14204 0.630635 1.02682 2.33279 0.943205 0.879472 1.33661 0.735896 0.70294 0.987574 0.767917
threshold=0.4381000000000001 0.41991500000000009 0.11660000000000002 0.11278000000000003 38.539340721750001 75.408562100950022 61.966271448700006 -0.032369999999999996 -0.10946499999999999 0.15844000000000005 0.10301500000000002 0.12427500000000002 0.086310000000000026 66.590419433100024 0.18145000000000003 86.256490657300006 -0.11223 68.20618276945001 0.22598000000000004 0.26336000000000009 61.977025281250008 85.334349518600007 86.479632682150012 0.11082500000000002 0.096010000000000026 0.091375000000000026 85.121961326250016 62.009286778800011 -0.084275000000000003 61.998532946250002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 -4 8 -8 11 14 12 20 -14 -11 -16 -17 -18 -19 -20 21 26 24 27 25 -23 -1 28 29 -22
right_child=-2 -3 5 4 -6 -7 7 -9 -10 10 -12 -13 13 -15 15 16 17 18 19 -21 23 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0033935289572276854 -0.039838267374789689 0.020930009189760682 0.0051316343784497658 0.078345727136510418 0.0079073663226933901 0.038316376105096167 -0.021166369339740476 0.01800948953694699 -0.1757165000069916 -0.078077885089578525 -0.11242066099358604 0.056814033861393165 -0.0027230051678021317 -0.13690971664097187 0.075815500605016961 0.076381149730624959 -0.10287185679552201 0.065356673542019711 -0.12321181981675614 0.0071436117693490552 -0.085394907316932805 -0.067422156867862321 0.020342429018154501 -0.08845259837932716 -0.1097172277013298 0.027506576387568829 0.10790756429767019 0.0026569543229501319 0.052567476234618826 0.021131580669063139
leaf_weight=11.016079994034953 1.1071689460659389 3.9969270091678473 3.9635130418464524 1.7377850352349913 2.7902453206479549 1.5347240933042474 1.5300999060273159 2.8707198249176153 1.568022986117285 1.2914123112568621 1.169820527837145 2.4533118102990548 0.89875851047690858 1.0553686446874051 1.2656579853501151 0.83854932451504005 1.2017883923836077 1.2355755715980192 0.8749941611895341 2.8981388174579479 1.0582396713434721 5.4232080617221055 5.957061640918254 1.0981806976487849 2.5265112733468413 2.0416068527847528 0.71758631931152272 128.71036486092453 6.5256232339888793 1.8769329250790177
leaf_count=449 31 34 37 19 33 43 15 25 26 24 21 60 23 90 32 49 36 18 36 81 64 62 39 23 22 12 6 2562 42 20
internal_value=-1.33154e-05 0.00020483 -0.000213265 0.000722241 0.0349405 -0.0154416 -0.0237481 -0.0429252 -0.0993873 -0.000128455 -0.0187752 0.00104415 0.000234106 -0.0751934 -0.00737118 0.00361075 -0.00935363 -0.0209297 -0.00126846 -0.023086 0.00111697 -0.0126685 -0.0291884 0.00385706 -0.0587198 -0.0414594 0.00978521 0.00459074 0.0308991 -0.0172752
internal_weight=203.234 202.127 198.13 186.663 4.52803 11.4671 9.93236 5.96884 3.09812 182.135 10.7759 171.359 168.906 1.95413 9.60612 8.3147 7.04905 6.2105 5.00871 3.77313 166.951 27.6821 15.9484 139.269 9.99133 7.46481 11.7337 138.171 9.4608 2.93517
internal_count=4034 4003 3969 3823 52 146 103 66 41 3771 297 3474 3414 113 276 252 220 171 135 117 3301 590 135 2711 96 74 455 2688 126 84
is_linear=0
shrinkage=0.1


Tree=120
num_leaves=31
num_cat=0
split_feature=4 2 2 3 0 0 4 1 3 1 0 2 0 3 4 2 4 3 4 1 3 2 2 4 0 1 3 2 2 2
split_gain=0.170866 0.50704 0.28753 0.15638 0.15136 0.853228 0.89082 0.571765 1.1859 0.980923 1.07099 0.98219 0.915123 0.97884 0.890732 0.585734 0.489969 1.51823 0.963702 0.698435 0.59405 0.818834 0.818354 0.827341 0.797129 0.734764 0.515055 0.579641 1.14659 0.431687
threshold=32.051492741500006 -0.10623499999999998 -0.096529999999999991 0.076835000000000028 97.878695155250014 97.521130223850008 40.844669808050007 78.10777406390001 0.088655000000000025 73.037342029850024 99.239054969250006 -0.088224999999999984 98.674478761850011 0.087715000000000029 41.066313126200008 -0.59681499999999998 33.151194885250007 0.10608500000000003 37.52517992975001 78.37393141885002 0.089675000000000019 0.086310000000000026 -0.031449999999999999 39.184300550350009 99.642323688800005 81.188747081400024 0.078105000000000022 -0.092710000000000001 -0.084275000000000003 -0.079634999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 12 -10 -11 -12 -6 -14 -13 -9 -17 18 -18 -20 21 24 23 -22 -21 -24 -26 -28 -29 -25
right_child=4 2 3 -5 7 6 -8 15 9 10 11 14 13 -15 -16 16 17 -19 19 20 22 -23 25 29 26 -27 27 28 -30 -31
leaf_value=-0.12849599942345913 2.0091135361628191e-05 0.108499165105113 0.024160493863675386 -0.10574928157407736 0.086298156514256055 -0.0033065094250329589 0.078923052299070692 0.065689427297797018 0.015186725350869765 -0.13141305489074148 -0.11287159299478317 -0.068762668434392382 -0.11392521111338437 0.044720343739674366 0.067127129660748436 0.10108904363567964 -0.10993563862498752 -0.14541178688541975 -0.14094490483126057 -0.18758307591529066 0.083320570307043595 -0.10902928129785752 0.11098802173476639 -0.12108304093426477 0.085659969183455184 0.0245912120095894 -0.10628736790900153 0.099720059499380453 -0.020066068353652988 -0.014872493707458296
leaf_weight=0.39933010656113765 169.57647900177108 0.21832503378391266 0.20002753869630296 0.17263008003646974 1.3679918952984755 2.4575593821937209 2.8398229600861669 1.421275501728817 1.7200416550040243 1.8977342830039559 1.0629853946156798 0.86993611208163235 0.69760067708557449 0.87891661189496517 1.0826948765898121 0.4524167737836241 0.72059915048884882 0.72765090934990517 0.30445959833741554 0.21049714717082491 0.69093351867923081 0.73030280365492206 1.7216416588053105 0.53008271205908397 0.78592515356649517 2.2985804423515219 0.47702113127524892 1.066416502406353 3.1877390872396099 1.3761479167733337
leaf_count=103 2446 1 27 51 14 23 22 55 15 51 28 35 93 4 9 11 130 52 6 6 13 107 17 58 205 49 175 26 175 27
internal_value=-1.27101e-05 -0.0414485 0.01737 -0.036019 0.000191285 0.00125467 0.0407751 -0.00688484 -0.0263628 -0.0498066 -0.0725592 -0.0355224 0.0264514 -0.0254795 0.00658551 0.00428519 -0.0014262 -0.00455404 0.00271495 0.00878203 0.0122684 -0.00930819 0.033325 -0.0104275 0.00340684 0.0615902 0.0106938 -0.00175931 0.00996149 -0.0444074
internal_weight=202.144 0.990313 0.590983 0.372658 201.153 174.874 5.29738 26.2796 9.5779 6.63339 4.91335 3.01562 2.94451 1.57652 1.95263 16.7017 15.2804 14.828 14.1003 13.3797 13.0753 6.4579 6.61739 2.59716 5.7276 4.02022 5.5171 4.73118 4.25416 1.90623
internal_count=4034 182 79 78 3852 2491 45 1361 249 138 123 72 111 97 44 1112 1057 1046 994 864 858 694 164 98 587 66 581 376 201 85
is_linear=0
shrinkage=0.1


Tree=121
num_leaves=31
num_cat=0
split_feature=4 2 2 1 0 0 1 0 1 4 4 3 2 1 1 4 2 2 4 2 2 1 0 2 2 2 2 2 2 2
split_gain=0.149993 0.451731 0.256695 0.15055 2.08721 0.938528 1.28509 1.63976 0.894153 1.01284 0.827664 2.15667 1.57426 1.26166 1.04212 0.807297 1.35795 1.18555 1.10731 0.985303 0.838207 0.782243 0.739788 0.729362 1.85313 1.32891 2.05727 2.48302 1.89023 1.32205
threshold=32.051492741500006 -0.10623499999999998 -0.096529999999999991 66.590419433100024 90.407470010750018 93.399723909900004 69.873026810350026 93.692765846100016 65.611820673600008 38.400997490450003 40.098777110850008 0.11148000000000002 -0.102645 69.238550691600025 67.649671936450019 40.241071441700008 -0.056724999999999998 -0.075639999999999999 40.467253020850002 -0.13734499999999997 -0.032369999999999996 69.563854125350005 85.812895065800021 -0.0034049999999999996 0.010890000000000002 -0.028049999999999999 -0.055334999999999995 -0.06828999999999999 -0.037054999999999998 -0.072524999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 10 21 -8 9 22 13 12 14 -5 -12 16 17 19 -17 -11 -18 -7 -2 25 -25 26 27 29 -28 -20
right_child=3 2 -4 5 -6 6 7 -9 -10 15 11 -13 -14 -15 -16 18 20 -19 23 -21 -22 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-0.12626173715749736 -0.00063083088077573151 0.10762528086022952 -0.034171252678563517 0.024182563164868505 0.064599657505932315 0.0041894784286045849 -0.13201352478514869 -0.00084923804904148397 -0.044017549272907165 -0.072599525345903623 -0.12337917679880982 0.094979193657307351 -0.15323447350282263 -0.076361858348527309 0.025203541829305599 0.051142600344669525 0.053454738018026617 -0.10383703847584061 0.00041449706972991618 0.0053867274613271111 -0.015737719292465816 0.081833538518068419 0.054375084565536559 -0.15421914120208213 -0.0059804574276512206 0.046701389729995206 -0.12093383385998109 0.074024155892049318 -0.0084413530118400849 -0.094968620545172702
leaf_weight=0.36739804074568383 4.1711085832212103 0.19907061755657196 0.35594941553426807 4.1866054674610478 5.1668256726115933 2.2769214792060657 0.96745328977703948 64.341793449806573 4.5109738567844024 2.6413454976282091 0.73966344259679351 0.7433589519932865 2.0069571179628838 1.7780748258810488 1.3046484543738186 4.4172535797115406 2.8114550411701202 2.624831087887288 53.970200985248077 4.1900124400854111 4.6407317579723886 3.01667028220254 5.9086131174117327 1.0647153228055675 4.0551863177679479 6.1530280790029783 2.641498934244737 4.636510504060424 3.4376278191339287 1.49333424726501
leaf_count=103 149 1 78 46 55 28 18 1980 41 30 10 7 79 26 43 38 13 18 735 27 42 20 54 18 174 85 31 36 31 18
internal_value=-1.71364e-05 -0.0402491 0.0166873 0.000168512 0.00244216 -0.00314394 0.00104876 -0.00279223 -0.000390696 0.00141717 -0.0306565 -0.0615916 -0.0903204 -0.00578979 -0.028556 -0.00166415 -0.021557 -0.0467149 0.0024443 -0.0247667 0.0103662 0.0484367 0.031613 -0.000333068 -0.0368076 0.00224872 -0.00188429 0.0037232 -0.0573215 -0.00215366
internal_weight=200.82 0.922418 0.55502 199.897 118.535 81.3621 70.6028 65.3092 113.368 108.857 10.7593 4.79463 4.05127 5.96468 2.04431 98.7777 16.9084 9.45619 81.8694 6.83136 7.45219 5.29359 10.0797 77.4521 5.1199 72.3322 66.1792 60.1 6.07913 55.4635
internal_count=4034 182 79 3852 1595 2257 2046 1998 1540 1499 211 139 132 72 53 1296 130 75 1166 57 55 48 203 1128 192 936 851 789 62 753
is_linear=0
shrinkage=0.1


Tree=122
num_leaves=31
num_cat=0
split_feature=0 3 1 1 2 3 0 3 0 0 1 4 4 4 0 4 4 2 4 0 3 4 2 2 1 0 4 0 4 4
split_gain=0.138771 0.783508 0.245244 0.884424 0.681045 0.574164 0.904464 0.386909 0.332425 0.45093 0.892912 0.291973 0.775956 1.19159 0.635738 0.496817 0.645745 0.358749 0.279551 0.274874 0.261708 0.542957 0.253229 0.433556 0.238275 0.399725 1.07914 0.640054 0.687911 0.792767
threshold=71.131225215400022 0.049900000000000007 58.167480110400007 60.613977009100005 -0.23349 -0.15572 78.14810093585001 -0.23921499999999998 81.446839061900008 83.941728207000011 61.622148808000013 44.421469061800003 48.86568841230001 49.122847560300009 99.994511703900017 48.457543166250012 47.927946529500012 -0.62218499999999988 35.419594101850009 100.27142289135001 0.096885000000000013 44.756878345700009 -0.098419999999999994 -0.094519999999999993 61.778079379550007 85.57631075030001 41.289992964000007 85.764502819450016 41.385032804600009 41.919251152600005
decision_type=2 2 2 2 2 2 2 2 2 2 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 18 7 -6 -7 -2 -5 20 -11 24 15 -14 -15 16 17 -13 -4 -16 21 -10 -19 -24 -12 26 -26 28 -27 -30
right_child=2 -3 3 8 5 6 -8 -9 9 10 11 12 13 14 19 -17 -18 22 -20 -21 -22 -23 23 -25 25 27 -28 -29 29 -31
leaf_value=-0.1209843409702674 -0.048086639305352473 0.06193310159568758 0.00012391558946311465 -0.082010098294630129 0.09680528106724251 -0.093430525916490481 0.060163208518316136 0.019301369166807913 -0.10315717889405465 -0.069046288366815742 0.030558124593815218 0.059183619957635873 0.098493727037830436 -0.10893218224101189 0.11017336770632216 -0.17625122105210864 0.056584116041261623 -0.11289900522657853 -0.11402771145732614 -0.10190029561839867 0.10353710317826195 0.078477100416920006 0.10292886003823461 -0.10429415714631232 0.0089412469467730332 -0.02468195829153981 -0.11467362677276374 -4.6886365988230849e-05 0.074274528734897441 0.0063549228251383013
leaf_weight=0.51763175180531007 1.6076772627420726 0.427623096620664 0.28180908976355457 0.49240993720741144 1.5073576525901446 0.55217799183446814 1.2542677387828005 1.8126359272282568 0.25039464479777851 1.8628519903868426 2.7161096148192874 0.18427231148234602 1.0152337378385712 0.69269036239711546 0.25344944000244141 0.32612954091746349 0.49559716039948387 1.1377149288709918 0.89866924122907221 0.080537670361081837 0.64761132025159895 0.48019721824675798 0.16719911992549896 0.254870559911068 1.9875927637331181 1.9644418526440839 1.0954342181794343 167.29239454892286 3.6608853340148926 3.239004323608242
leaf_count=175 23 16 24 158 28 64 15 25 23 23 15 5 12 84 1 15 24 155 63 164 10 55 2 85 25 13 76 2588 15 53
internal_value=-9.98409e-06 -0.0382345 0.000172305 -0.000487349 0.0189289 0.0512374 0.0132141 -0.0123736 4.79354e-05 0.000260818 -0.000156038 0.000531836 -0.0243281 0.0216731 -0.0542914 -0.0609368 -0.0441452 -0.0727688 -0.0867769 0.0590339 0.057253 0.0162259 -0.0883576 -0.0222046 0.00116137 0.000715903 -0.0349805 0.00134065 0.0275269 0.0423911
internal_weight=199.157 0.945255 198.212 191.478 6.73412 3.3138 1.80645 3.42031 190.297 189.805 188.426 186.564 4.60769 2.04191 1.02668 2.56578 2.23965 1.74406 1.18048 0.333987 1.3782 0.730592 1.55978 0.42207 181.956 179.24 3.08303 176.157 8.86433 6.89989
internal_count=4034 191 3843 3688 155 107 79 48 3601 3443 3355 3332 547 261 249 286 271 247 87 165 88 78 242 87 2785 2770 101 2669 81 68
is_linear=0
shrinkage=0.1


Tree=123
num_leaves=31
num_cat=0
split_feature=0 0 1 0 2 0 2 2 4 4 4 0 4 1 3 3 3 3 3 3 3 1 1 2 2 0 2 3 2 2
split_gain=0.139026 0.705889 0.829675 0.5163 0.833974 0.723065 0.802894 0.878216 0.719138 0.826552 1.25846 0.919514 0.456215 0.869956 0.522808 0.908182 0.514658 0.321617 1.90267 1.18166 1.1543 1.49203 1.43248 1.00151 2.02377 1.91209 0.765329 0.932856 0.764827 1.07127
threshold=97.878695155250014 97.521130223850008 75.408562100950022 101.10215645365001 -0.08786999999999999 100.27142289135001 -0.031449999999999999 0.056690000000000011 42.599563320500003 42.283941020600004 41.092444989200011 104.06483731340002 36.728658719300007 78.468027453400012 0.098545000000000021 0.087715000000000029 0.080515000000000017 0.09013000000000003 0.089415000000000022 0.089305000000000023 0.08766000000000003 62.020040611300011 75.077881750900005 0.04932000000000001 -0.083954999999999988 88.872360418250011 -0.30094499999999996 0.085335000000000022 -0.24468499999999999 -0.23783499999999999
decision_type=2 2 2 2 2 2 2 2 2 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 -2 6 -6 -8 9 10 11 12 13 -5 15 16 -14 18 19 20 22 -22 26 24 25 -23 27 -1 -28 -30
right_child=3 2 -4 8 5 -7 7 -9 -10 -11 -12 -13 14 -15 -16 -17 -18 -19 -20 -21 21 23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-0.10919861049401891 -0.0010820121190699174 -0.0081709335680308255 0.072751653374372158 0.063714508552295948 -0.10294536667503058 -0.12737673777942118 0.080355063705661658 -0.04833572830356106 -0.056079073670970342 0.071658885598806829 -0.094473609612689746 -0.10155098514963282 0.043942932659532863 -0.11020432694936805 -0.02662386775802468 0.075027445963172068 -0.054666763584197448 0.004437968393029049 -0.093271112491053243 0.098830270094551198 -0.12750625217796591 0.041964709401158456 -0.079940035030290374 0.045164846239157952 -0.12544683285784028 -0.082143627076537773 0.087802721558368768 0.059178112569809038 -0.12328316664931838 0.0051237891802651528
leaf_weight=1.2105857943388389 6.9623386757739354 2.2469040775904423 2.9050818344112486 0.51334124029380823 1.1148840708774517 1.087796446168795 0.85853424109518739 1.3869345801067536 1.6421647227980418 2.0898232912222729 1.1801955520422769 0.6250889275133894 1.0319936576415787 0.65406097591039725 1.1953062457032499 3.8141410993412137 1.086500216508284 80.495854087988846 2.34055979293771 1.1493979953229416 1.4734111644793291 3.3102194885723284 2.1126903403783208 1.9177487483830189 1.8758908407762636 1.986272621899843 1.1037531078327436 0.45185771747492243 0.65601832038373586 67.61703694962489
leaf_count=82 128 25 21 15 48 37 6 44 428 38 138 432 26 29 19 40 33 804 54 10 22 24 109 13 50 53 36 6 98 1166
internal_value=-1.24525e-05 0.000999923 0.0374594 -0.00694474 -0.0226911 -0.0565141 -0.0335748 0.000868006 0.00604437 0.014413 0.00256877 0.0154077 0.024221 -0.0337271 0.0337117 0.0458681 -0.00663048 -0.000120155 -0.00432758 -0.00187453 -0.00325719 -0.0341577 0.00120502 -0.0190269 -0.0361905 -0.00457798 0.00361825 -0.0634333 0.00522497 0.00388996
internal_weight=198.096 172.853 5.15199 25.2431 11.4105 4.44815 3.36035 2.24547 13.8326 12.1905 10.1006 8.92043 8.29534 1.1674 7.12794 5.93263 2.11849 167.701 87.2054 84.8649 83.7155 10.5635 73.1519 9.09013 7.17238 5.29649 71.0393 1.66244 69.3768 68.2731
internal_count=4034 2573 46 1461 263 135 98 50 1198 770 732 594 162 44 118 99 59 2527 1723 1669 1659 162 1497 140 127 77 1388 88 1300 1264
is_linear=0
shrinkage=0.1


Tree=124
num_leaves=31
num_cat=0
split_feature=4 4 1 4 3 1 2 2 3 2 1 4 4 3 2 2 0 0 1 2 2 1 0 4 2 0 0 4 4 2
split_gain=0.132533 0.578845 1.53719 1.20968 0.441886 0.670591 0.429653 2.71685 1.0293 1.96156 1.64836 0.949948 0.980604 1.09097 0.926524 1.14479 1.21665 1.43944 1.32511 0.792537 0.721729 0.876359 1.86027 1.26496 0.773475 0.658819 0.648689 0.568366 0.772691 0.551604
threshold=42.141702038450013 41.898943182100005 62.084563606450011 42.094663496250007 0.093160000000000034 72.289950669650025 -0.096529999999999991 -0.08786999999999999 0.096885000000000013 -0.5775499999999999 72.378669787950017 43.680097826700013 44.056421082850001 0.091645000000000018 -0.075639999999999999 -0.06828999999999999 86.756543869550015 85.683849075550015 62.213609596700003 0.15844000000000005 -0.078649999999999984 62.009286778800011 87.638358136350021 42.865207177650007 -0.084794999999999995 85.667718326750006 95.620390325650007 43.218894539100006 42.488347682450005 -0.10290999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 27 10 -10 11 -2 29 26 20 -16 17 25 -18 -20 21 -9 23 -23 -24 -17 -14 28 -8 -13
right_child=6 2 4 -5 -6 -7 7 14 9 -11 -12 12 13 -15 15 16 18 -19 19 -21 -22 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00013542036722239995 0.048374756207214001 -0.13283981780389073 0.0092421059280727753 0.023175412173017423 0.089000353205549901 0.081997943026041908 -0.034100607974352957 0.047591375483779744 0.031809798125824865 -0.14864493440479309 -0.11158104148665629 7.9740673586447083e-05 0.0085197360395620047 0.10221946212299633 -0.14027142324882275 -0.04833236182907924 0.08686385118237068 -0.1204160159531138 -0.020897525690963242 0.075988265406183517 0.071156472795322445 -0.15560613647774124 0.097406247896381401 -0.024424988675470355 0.0050320249403018498 0.10838697396381558 -0.099742310999106853 -0.034356076286499108 -0.14211520045858125 -0.128351293710468
leaf_weight=132.87827911991826 7.5988198227132768 0.97203330665069887 3.9980379046173766 1.016887876437977 1.7960255178622899 1.8544515274988951 0.97389817680232171 3.8730277058202756 1.2562757139967291 1.1572692590634677 0.98127699028918769 0.5616547647950938 7.1611962477327307 1.2105858419090507 0.72222725565370538 0.57727122542564868 1.6624810099601735 1.8818510686978696 7.854526307226477 0.94599288085009892 2.211053764738609 1.0778018450364473 1.2986514822114248 2.3117018609773368 3.0014395562320724 0.50106708379462361 0.59981468634214241 1.6283053100924005 2.0698096974228974 0.82656297367066034
leaf_count=2198 96 37 39 8 17 45 20 31 17 40 344 20 256 9 17 133 6 41 284 27 66 19 11 37 52 3 35 43 56 27
internal_value=-1.70418e-05 0.00158092 0.0252454 -0.053073 0.0456113 0.0322959 -0.00423869 -0.0114626 0.00678687 -0.0547163 0.0146243 0.0215203 0.00182285 0.0139251 0.000348393 -0.0176277 -0.0110289 -0.0676297 0.00498458 -0.010483 0.0188096 0.00879964 -0.0107386 -0.0661383 0.0329296 0.0244898 0.000152635 -0.0820426 -0.107554 -0.0763898
internal_weight=196.46 142.516 9.63744 1.98892 7.64851 5.85249 53.9446 32.5911 21.3535 2.41354 18.9399 17.9586 10.3598 8.9716 27.9191 14.1454 13.4232 2.96019 10.463 8.80052 13.7737 11.5626 7.68959 3.3895 4.30009 1.07834 7.76101 4.67201 3.04371 1.38822
internal_count=4034 2344 146 45 101 84 1690 846 844 57 787 443 347 300 727 511 494 177 317 311 216 150 119 56 63 136 291 119 76 47
is_linear=0
shrinkage=0.1


Tree=125
num_leaves=31
num_cat=0
split_feature=3 2 0 3 4 4 1 4 0 3 0 2 4 2 4 2 1 3 0 3 4 2 2 0 1 4 2 2 0 1
split_gain=0.139652 0.729188 0.775909 0.583005 0.393386 0.489492 0.348731 0.217322 0.291685 0.995399 0.309311 0.254282 0.871752 1.20604 1.14348 1.17559 1.59508 1.08477 1.92037 1.60939 1.69997 1.08062 1.62479 0.933401 0.921794 0.852886 0.809058 0.887032 0.855306 0.769269
threshold=-0.27453499999999997 -0.031449999999999999 71.249517373150013 -0.50325999999999993 32.724174661450007 30.317390213800007 68.34060567600001 34.654301448200009 98.413698323200009 0.11531000000000002 91.937202686950016 -0.06483499999999999 39.792680591700012 -0.072524999999999992 39.685256516350002 -0.51146999999999998 78.285212300550015 0.088350000000000026 88.098084476650016 0.10157500000000001 38.121007182500009 -0.117885 -0.122095 89.705782438650019 61.622148808000013 35.419594101850009 -0.053159999999999992 -0.044409999999999998 93.953546284800012 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 2 -1 -4 5 6 -2 8 10 -10 -6 12 14 -14 15 16 -9 18 24 -19 23 22 -20 -21 -17 -25 28 -28 29 -13
right_child=4 -3 3 -5 7 -7 -8 11 9 -11 -12 26 13 -15 -16 17 -18 19 21 20 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-0.1238805851088485 -0.10361194787049313 -0.12652550783564107 0.05426820457162173 -0.031434706226180151 0.010845452800804348 -0.10142688325779009 0.073624120311367489 -0.13113289614644669 -0.10848885166968902 0.095225442414024544 0.074641245474908885 -0.0022971856538416846 0.0040424705040286689 -0.062377921159155386 -0.11015897465542104 -0.06579569966068699 0.049129657371971176 0.039404617133996338 -0.079580915827002996 0.029031637464095705 -0.13677048937886843 -0.11946381688161478 0.10632687249153433 0.0090773624481518198 0.07040829095959103 -0.14096924776762196 -0.042930819863119474 0.0037067576621320759 -0.027026531899912932 0.061145775545974813
leaf_weight=0.45742625636921763 0.15739165231207042 0.54009967300225881 1.7480163243744757 1.4539659037654926 1.7392534725659055 0.82640488509514398 0.37677343701761856 1.7367793931625848 0.57641333034553088 0.4108015694655478 1.3498227680101988 2.6998839699663204 86.117089013794612 2.8233889188049934 1.3115691216953553 0.68332078214735092 0.68427340818743676 7.8891657855274371 1.5818499019223966 3.0878764092922211 1.1861445165704934 2.5431351886581921 0.66890769451857179 0.74921666148293276 1.8211455658019984 0.76627475573695847 4.4004021186847231 55.694807708801818 2.1794855002954128 6.5428305376553908
leaf_count=50 23 78 54 48 41 59 69 43 61 6 10 23 1723 37 24 37 34 97 71 18 34 80 5 10 39 52 35 1076 47 50
internal_value=-2.25213e-05 -0.0180607 -0.00205211 0.015352 0.000374906 -0.053204 0.0214015 0.000760111 0.0235998 -0.0237189 0.0387221 0.000257316 -0.00268234 0.00193398 -0.0192984 -0.0142052 -0.0801845 -0.00659029 -0.0377223 0.0100204 -0.0300204 -0.0747983 -0.0243306 -0.00251428 0.0332463 -0.0667904 0.0049288 0.000291775 0.0293254 0.0426135
internal_weight=194.804 4.19951 3.65941 3.20198 190.604 1.36057 0.534165 189.244 4.07629 0.987215 3.08908 185.168 113.65 88.9405 24.7097 23.3981 2.42105 20.977 7.29836 13.6787 5.78951 4.79389 2.25076 4.60337 2.50447 1.51549 71.5174 60.0952 11.4222 9.24271
internal_count=4034 230 152 102 3804 151 92 3653 118 67 51 3535 2304 1760 544 520 77 443 232 211 114 156 76 80 76 62 1231 1111 120 73
is_linear=0
shrinkage=0.1


Tree=126
num_leaves=31
num_cat=0
split_feature=3 3 3 1 2 1 0 2 3 3 2 3 4 2 2 2 3 2 1 0 0 4 2 1 3 1 3 3 2 3
split_gain=0.123757 1.17783 0.571729 1.79471 1.87201 1.73126 0.998924 0.694351 0.559135 1.47847 0.51925 1.08246 1.30385 1.1227 0.869885 2.11239 1.1641 0.74574 1.79321 0.833049 1.05724 0.725434 0.852264 0.946958 3.04144 1.08161 1.60199 1.10047 1.62656 1.00836
threshold=0.084360000000000018 0.083950000000000011 0.085820000000000021 63.705703859100005 -0.094519999999999993 62.020040611300011 94.496614827150012 -0.083424999999999985 0.086030000000000009 0.086520000000000027 -0.061874999999999999 0.049900000000000007 41.770271989050009 0.022350000000000005 -0.046635000000000003 -0.037054999999999998 -0.059734999999999996 0.04932000000000001 70.077349628250019 93.399723909900004 86.479632682150012 37.627645350900004 -0.073609999999999995 62.084563606450011 0.07907500000000002 67.300172379550006 0.083495000000000028 0.076615000000000016 -0.074999999999999997 -0.10565499999999999
decision_type=2 2 2 2 2 2 2 2 2 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 5 6 -2 -5 -6 -4 -10 21 12 14 -13 -12 -16 17 19 -19 20 -17 -1 23 24 -23 -25 27 29 -29 -27
right_child=2 -3 8 4 7 -7 -8 -9 9 -11 11 13 -14 -15 15 16 -18 18 -20 -21 -22 22 -24 25 -26 26 -28 28 -30 -31
leaf_value=-0.057015061545657109 -0.0052892546460611778 0.09263904346115287 0.042660702455897349 0.10813364354250288 -0.11087701605133743 -0.16719035339358684 -0.0021892132674568503 -0.014426117184837443 -0.080435087397064065 0.00053475298717417085 0.056480760587196192 0.065677406890086304 -0.13239998051754817 0.0037037863365753268 -0.10831417491359996 0.092924620128077395 -0.10246715121811772 0.060863474942281406 -0.12604896068563609 0.11370365963927016 -0.066269726610979962 -0.001932786872276538 -0.066035961873998281 0.039728197149476951 -0.17310851530347476 -0.10420910133646998 0.11397312513527734 -0.10518914558319969 0.11715978579771549 0.080380716872500063
leaf_weight=2.633960725217551 1.1953751438413731 1.4585138131296833 3.0112640507359165 1.718528173863888 1.2372322710725714 1.4760441791731862 1.5710156497007117 1.8813822585798332 2.2970052133969139 123.63192869842896 2.1574760414659968 5.7621099560055864 0.80066879652804424 5.9329124505020445 1.862053409218787 0.81627793787629277 0.75859034876339393 1.2472082701278853 0.87224574908032071 1.5306641090719493 0.85323219653218985 10.821407588096923 1.9467898088041682 9.4421339318505471 1.1481217776890833 0.40858918788580911 0.7902501206845044 2.5365373585227675 0.37803745269775113 1.0733797314351239
leaf_count=240 20 30 52 10 18 26 34 59 46 1831 12 70 142 152 12 29 17 20 81 10 12 251 32 187 25 120 7 394 1 94
internal_value=-3.09479e-05 0.00396945 -0.00163178 -0.0258859 0.00281981 -0.0947448 0.0554458 -0.0526906 7.61234e-05 -0.000942176 0.0015644 0.0131082 -0.0095661 0.034238 0.000173627 -0.0151258 0.0134224 0.0299485 -0.016059 0.0604189 0.0115656 -0.00680061 -0.00216716 0.00250751 -0.018352 0.019575 -0.0171123 -0.040674 -0.0763492 0.029488
internal_weight=193.251 55.2312 138.02 9.07958 6.40816 2.67142 3.28954 3.11861 128.94 125.929 53.7726 22.5934 10.8984 11.695 10.0977 7.94027 6.07822 5.31963 2.11945 3.20017 1.66951 31.1792 28.5452 26.5985 11.9695 14.6289 5.18679 4.39654 2.91457 1.48197
internal_count=4034 1938 2096 167 121 46 44 77 1929 1877 1908 557 335 222 193 181 169 152 101 51 41 1351 1111 1079 276 803 616 609 395 214
is_linear=0
shrinkage=0.1


Tree=127
num_leaves=31
num_cat=0
split_feature=3 3 3 0 1 2 3 4 1 2 3 2 2 1 3 3 4 1 4 1 0 0 3 3 3 1 2 1 3 3
split_gain=0.122836 0.139827 0.241179 0.420041 0.428604 1.26058 0.357722 0.92777 1.1156 0.346772 0.921601 0.647089 0.873677 0.732442 0.628269 1.05616 1.2024 0.606397 1.42655 0.563249 0.918981 1.79045 0.794649 0.710925 1.05183 0.648043 0.814889 0.645844 0.699485 0.642332
threshold=0.4381000000000001 0.41991500000000009 0.11768500000000003 97.39208423365001 61.966271448700006 -0.032369999999999996 0.11278000000000003 37.828051409500013 62.084563606450011 0.15844000000000005 0.10301500000000002 0.12427500000000002 0.086310000000000026 66.590419433100024 0.09450500000000002 0.083365000000000022 40.098777110850008 77.543197856500015 41.066313126200008 61.977025281250008 85.334349518600007 86.479632682150012 0.11082500000000002 0.096010000000000026 0.091375000000000026 62.009286778800011 -0.084275000000000003 61.998532946250002 0.091645000000000018 0.081765000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -4 -6 9 -8 -9 11 14 12 19 -14 15 16 -11 -17 -19 20 -1 23 25 24 29 26 27 28 -21 -22
right_child=-2 -3 3 -5 5 -7 7 8 -10 10 -12 -13 13 -15 -16 17 -18 18 -20 22 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0096727135721746214 -0.033729021967352744 0.019056694350526267 0.0010004030401265698 0.028972460610273434 -0.088027090449978848 0.015027307371900923 0.094211101446213766 0.063393709549354735 -0.054353761279308611 0.070413425946575223 -0.10243063604600203 0.054213282974228227 -0.0042340334972391126 -0.13305179149342056 0.024105700279111155 -0.10383631498500055 -0.10141326791789923 -0.11185832545018788 0.10680434396400183 -0.16175668670365642 -0.031679878417602059 0.016031039159394436 -0.08311703501936249 -0.10157074988640505 0.023012389745934392 0.0025118470681426996 0.051050934388468285 0.021946182430114553 0.0042010506450890772 -0.10355480598706018
leaf_weight=10.984881267962921 1.0751388433855016 3.8398482510383465 3.8033368196338397 1.799679772593662 2.7687154060695307 2.0776784606277956 1.4554275551199669 1.4526538383215668 1.8037953360326353 1.5342780653882058 1.1489199245697808 2.255450447635666 0.86888511187862494 0.89712470348240458 3.7119037177180871 1.8308872870547932 0.5544190052023622 0.65628410913632229 0.54705854297208134 0.50170667952625103 2.8510628927033377 5.6869027819484463 1.0452857906348061 2.4318170021288097 1.9763065027073023 121.32694197554247 6.0854867100715619 1.8029398177750406 0.51433321833610535 2.2050182649400085
leaf_count=455 31 34 30 43 39 20 21 11 34 75 21 60 23 90 50 65 37 40 9 62 24 39 23 22 12 2562 42 20 2 38
internal_value=-2.29021e-05 0.000167409 -0.000221338 -0.0149821 -0.0241274 -0.043847 0.000654387 0.0278368 -0.00182836 -9.27937e-05 -0.0181789 0.00102572 0.000272094 -0.0696729 -0.00722242 -0.0299217 0.0248041 -0.0675938 -0.0124508 0.0010568 -0.0123494 -0.0283159 0.00372585 -0.0549633 -0.0388463 0.00442288 0.0304615 -0.0139859 -0.0777466 -0.0630254
internal_weight=191.494 190.419 186.579 10.4494 8.64973 4.84639 176.13 4.71188 3.25645 171.418 9.98375 161.434 159.179 1.76601 8.83483 5.12293 2.0887 3.03423 1.20334 157.413 26.136 15.1511 131.277 9.4642 7.03239 130.231 8.90447 2.81898 1.01604 5.05608
internal_count=4034 4003 3969 132 89 59 3837 66 45 3771 297 3474 3414 113 276 226 112 114 49 3301 590 135 2711 96 74 2688 126 84 64 62
is_linear=0
shrinkage=0.1


Tree=128
num_leaves=31
num_cat=0
split_feature=4 3 3 1 4 3 4 2 2 2 3 4 2 2 0 0 1 1 3 1 4 4 4 0 4 3 1 3 3 0
split_gain=0.116777 0.426699 2.0938 0.861585 0.717368 0.734168 1.0842 0.711626 0.804396 1.63922 1.15631 0.684377 0.674619 2.03437 2.4159 1.03303 0.858162 1.08199 0.692538 2.18265 0.709568 0.635518 0.776815 2.15114 0.675791 0.886486 0.551162 0.977693 1.1568 0.508137
threshold=42.141702038450013 0.08766000000000003 0.087475000000000011 61.950140699950005 43.752965619700007 0.089505000000000015 48.86568841230001 0.061925000000000015 -0.14429 -0.087234999999999993 0.088555000000000023 42.47354681640001 -0.096529999999999991 -0.089795 86.329079026800017 86.756543869550015 72.378669787950017 62.181348099150007 0.085820000000000021 57.772276765200012 48.96897326980001 42.310579034350006 43.047778594550003 102.11570516885001 43.084235337800003 0.084565000000000015 67.300172379550006 0.083495000000000028 0.080515000000000017 78.14810093585001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 7 6 -6 8 -5 10 -10 -11 16 -14 29 -16 17 18 19 20 -2 -17 23 -23 -24 -26 -19 28 -28 -15
right_child=1 3 -4 4 5 -7 -8 -9 9 11 -12 -13 13 14 15 21 -18 26 -20 -21 -22 22 24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00148805300182887 0.041999763026525139 0.047082544124565674 0.096646832304730118 0.0168747209183896 -0.14089886460432791 0.04459640902035468 0.097151391492378572 0.034431407345924675 -0.015861470315594001 -0.080081712674857128 -0.14077430858778281 -0.010575467978811866 -0.13529080683193881 0.035958897540466501 0.081783194293747072 0.10138369032437018 -0.10762000344761909 0.084650435165933402 0.059632696223360274 -0.15710447430375044 -0.038900738699491538 -0.14073518529275364 0.11239527134843628 0.048511569168341186 0.019394377863183401 -0.09498636038891059 0.049208139783191274 0.06660961661923287 -0.12746949828253773 -0.11977023891496424
leaf_weight=138.72584377222574 2.3848530363466143 2.0657033322786473 2.2461127901769933 2.4105939271612504 0.57145121031862744 2.7741542465155362 0.28762343525886536 1.5796838833484788 1.0529161810409324 1.7497986247180888 2.5021491239313036 7.4393680189241422 1.3631455636204926 0.23517298775550388 1.8287403304129828 0.56409658228221626 0.57087621637401831 2.4592009501066059 1.1603165008127687 1.0219123992137609 1.9878199528902767 1.3341525800060483 0.6023779924144036 1.0924632827809544 4.0080724662293505 0.81544474374095433 0.74144300702027999 2.1351423599990085 0.74092816573102027 1.9214026221306992
leaf_count=2344 74 37 10 36 82 71 2 22 11 56 71 94 47 76 53 7 333 89 12 32 33 34 3 16 126 43 60 16 59 85
internal_value=-2.31441e-05 -0.00408227 0.00388285 -0.0144548 -0.0206959 0.0195813 -0.0611982 -0.0294405 -0.0360982 -0.0461182 -0.103778 -0.0238108 -0.0038434 -0.0193333 -0.0065879 0.0136616 0.0123065 0.0177265 -0.010453 -0.0255277 0.00522234 -0.00113971 -0.00850463 -0.0555362 0.0125292 5.76226e-05 0.0481235 0.0232923 -0.0391 -0.102788
internal_weight=190.373 51.6471 29.2137 22.4334 20.3677 3.63323 0.859075 16.7345 15.1548 12.7442 3.55507 9.18917 26.9676 13.7651 12.4019 10.2453 13.2025 12.6316 6.5549 5.39459 4.37267 8.41661 7.85251 2.42662 5.4259 4.82352 6.07671 3.61751 1.48237 2.15658
internal_count=4034 1690 1208 482 445 155 84 290 268 232 82 150 1198 490 443 282 708 375 151 139 107 229 222 50 172 169 224 135 119 161
is_linear=0
shrinkage=0.1


Tree=129
num_leaves=31
num_cat=0
split_feature=0 0 4 1 3 2 1 3 0 2 1 2 2 3 4 4 1 3 0 0 1 2 0 3 2 3 4 2 4 4
split_gain=0.118799 0.591078 1.06734 0.526715 0.989416 0.825075 0.764344 0.99664 0.989664 0.404516 0.445652 0.493454 0.370516 0.339616 1.36015 0.6718 0.486766 0.688857 0.777504 0.748728 0.456226 0.478262 0.744938 0.442912 0.320995 0.294748 0.696684 1.55998 0.590083 0.969442
threshold=97.878695155250014 97.521130223850008 40.636252116050009 78.10777406390001 0.088655000000000025 -0.093879999999999991 73.037342029850024 0.12201500000000003 101.10215645365001 -0.59681499999999998 83.468559576050012 -0.60918499999999998 -0.50001499999999999 0.10608500000000003 33.151194885250007 37.52517992975001 78.527173532250018 0.087795000000000026 101.18549865570002 100.52682641375002 78.962703749400006 -0.0068649999999999996 102.64264296240002 0.078105000000000022 -0.092479999999999993 0.091645000000000018 35.050303764500008 -0.11347 38.748048509250005 38.121007182500009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 25 -3 4 5 -2 -6 8 -8 10 -5 -12 -11 15 -15 -14 -17 18 -18 -19 -21 22 -22 -20 -7 26 27 -1 29 -28
right_child=3 2 -4 9 6 24 7 -9 -10 12 11 -13 13 14 -16 16 17 19 23 20 21 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.10858790219836806 0.06510831538454917 -0.016862316276602937 0.077034653625395869 0.09929303092638421 0.010743975875159344 0.0024402241781960989 -0.12196684683144253 0.033042296675218817 -0.001034629612332481 -0.10630065849253045 -0.11702762111756022 0.10115040724728644 -0.1056157082385252 0.11186059381920738 -0.13937437479808062 -0.058301288875459933 -0.099151430177166655 0.11212436403223405 0.079472731928237617 0.091395489438749533 0.019863379771595739 0.036940004223622397 -0.11562262441671688 -0.0085762583187678366 -0.11503828218925971 0.0047095237416711023 -0.0090052873623549957 0.091363842394153114 -0.0019142749790791586 -0.071195734799846686
leaf_weight=0.49306199207057977 1.7367923905840146 2.1861380154732606 2.7128973038634285 0.86711245709739049 1.583932247944176 0.50825878232717514 2.7415334613760938 0.77099442831240583 0.89849259331822384 0.3223738376664177 0.24744468577227963 0.1784017706886516 0.51128854784473965 0.32458125888661093 0.64114778025759733 0.9231211239239191 0.83472560525114925 1.1444660127162931 0.69647245020678417 0.81334807642269868 1.0824344991706305 2.592584068741417 0.64921821322786843 3.1789604013611097 0.42881543003022837 70.488556776879705 9.8242071057611593 1.8699899040802836 74.051335626500077 3.3651098404079667
leaf_count=87 63 23 23 18 15 2 81 30 14 100 42 15 177 10 51 22 27 5 224 17 11 51 148 286 52 716 189 26 1472 37
internal_value=-3.17713e-05 0.000918802 0.0351342 -0.0066559 -0.0262807 0.0243055 -0.0488432 -0.0702401 -0.0921163 0.0046799 0.0581502 -0.0256253 -0.000361024 0.0021891 -0.0549344 0.00662843 0.0114448 0.0173021 -0.0116084 0.0389786 0.0226844 0.00976046 -0.030932 0.00724744 -0.0513192 -0.000128235 -0.00393396 0.049643 -0.00538517 -0.0248725
internal_weight=188.668 164.991 4.89904 23.6765 8.66882 2.67387 5.99495 4.41102 3.64003 15.0077 1.29296 0.425846 13.7147 13.3923 0.965729 12.4266 11.9153 10.9922 4.71016 6.28205 5.13758 4.32424 1.73165 3.87543 0.937074 160.092 89.6037 2.36305 87.2407 13.1893
internal_count=4034 2573 46 1461 257 117 140 125 95 1204 75 57 1129 1029 61 968 791 769 537 232 227 210 159 510 54 2527 1811 113 1698 226
is_linear=0
shrinkage=0.1


Tree=130
num_leaves=31
num_cat=0
split_feature=3 3 4 4 3 3 3 3 4 0 2 3 2 4 2 0 0 0 2 3 1 2 3 0 0 0 3 2 4 1
split_gain=0.118561 0.869052 0.626624 0.669192 0.456612 0.595846 0.515538 1.4699 0.957459 1.05275 0.750756 0.957689 0.746023 0.716232 0.668056 0.609833 0.577871 0.766346 0.472108 1.1924 0.518853 0.730888 0.670116 1.03351 1.24686 1.32898 0.903026 0.920346 1.64043 0.525685
threshold=0.10433500000000002 0.10661000000000002 41.436838994450007 40.241071441700008 0.10335500000000002 0.10249000000000003 0.096515000000000031 0.09551500000000003 42.066503896600004 97.39208423365001 -0.63113999999999992 0.093325000000000033 -0.14259499999999997 40.00488309970001 0.20949500000000004 86.83719761350001 85.812895065800021 86.756543869550015 0.22598000000000004 0.072205000000000033 75.408562100950022 -0.58994000000000002 0.087245000000000031 97.521130223850008 98.413698323200009 101.18549865570002 0.088220000000000021 -0.016679999999999997 40.890797847750008 79.836452641800022
decision_type=2 2 2 2 2 2 2 2 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 7 10 9 16 -1 18 -9 -13 -11 -10 -8 -18 20 -20 -12 -22 23 -23 -25 -26 -24 28 -28 -30
right_child=1 -3 -4 -5 -6 -7 8 12 15 14 11 13 -14 -15 -16 -17 17 -19 19 -21 21 22 26 24 25 -27 27 -29 29 -31
leaf_value=-0.084137286977055692 -0.029884954817963008 0.0015623338472354883 0.0072494119414171863 -0.11682357178738551 0.039613161966513454 -0.045452616065254116 -0.0072205607312078304 -0.0081004506258024137 0.019002973702557997 -0.077898999413999997 -0.0028585121517718274 0.064778573237876211 -0.1111619669471255 0.0075689800084534761 0.014950237906698697 -0.081193854565850626 0.098915286279803519 0.034057332285381117 0.022321065533757675 -0.11237992639297843 -0.081294473974326584 -0.11383640954780971 0.095268427411276932 0.10356528643189276 -0.12927398347526053 0.011974747032260865 0.030690726254211681 0.076165807765185861 -0.14553119638869846 0.02109874187662935
leaf_weight=1.0360281861649117 2.1490042894802168 28.648048304625263 1.7370113171637056 1.5057122558937406 3.0262214428512371 2.7839638465666203 2.2677687981631633 1.1545618659874892 1.0235320089850568 1.3858435390684456 97.430546144823893 3.9435265609645267 1.7932561663328659 4.916753000637982 1.757855810865294 1.4942187873966757 2.3395310193300238 8.2321945531293732 1.3561859881883713 1.2750119641568742 0.72999648532641259 0.74084329966717533 2.179509125868206 1.1795543820480814 0.79526107311539806 4.1019204029607863 3.2787390907906229 2.0488012952737336 0.87701410392764934 0.24145581768243574
leaf_count=42 33 384 18 16 27 27 31 22 16 69 1826 54 33 71 21 41 15 76 78 91 82 97 31 10 47 546 77 62 12 79
internal_value=-3.05084e-05 -0.00536947 -0.0422004 -0.0657029 0.00115429 0.000380271 0.00124487 -0.00099275 0.0168565 0.0258854 0.00063863 0.00134074 -0.0707962 0.0330318 -0.0259807 -0.0404612 0.0385847 0.0484104 -0.00107499 -0.0429516 -0.000105074 0.0164823 0.0211042 -0.00232651 0.0112682 -0.0109629 0.0396237 0.0208093 -0.00498307 -0.109559
internal_weight=187.43 34.0398 5.39173 3.65472 153.39 150.364 147.58 129.079 18.5009 15.9832 126.131 125.095 2.94782 8.86028 3.1437 2.51775 12.8395 10.5717 116.235 2.6312 113.604 16.1731 15.4431 6.81758 6.07674 4.89718 8.62552 6.44601 4.39721 1.11847
internal_count=4034 451 67 49 3583 3556 3529 3260 269 212 3205 3163 55 125 90 57 122 91 3038 169 2869 1043 961 700 603 593 261 230 168 91
is_linear=0
shrinkage=0.1


Tree=131
num_leaves=31
num_cat=0
split_feature=3 3 2 3 2 2 0 3 2 4 3 0 0 1 4 3 4 4 4 4 0 2 2 4 2 0 0 2 4 3
split_gain=0.129734 0.989691 0.452559 0.857912 1.07307 1.54237 1.25678 1.27528 0.992557 0.62835 2.02202 1.41736 2.11475 1.03815 1.30207 0.818883 0.779512 0.931555 0.766326 0.611957 0.580342 0.570177 0.982542 0.505326 0.567309 0.495545 0.485337 0.97487 0.472146 0.678398
threshold=0.084360000000000018 0.083950000000000011 -0.061874999999999999 0.049900000000000007 -0.046635000000000003 -0.041369999999999997 96.959242474650011 -0.067029999999999992 0.022350000000000005 42.67709657435001 0.074340000000000017 86.565663342300013 86.756543869550015 72.378669787950017 43.680097826700013 0.07745500000000001 41.919251152600005 37.627645350900004 47.927946529500012 39.525197829750006 90.633300493650012 -0.242175 -0.14429 42.066503896600004 0.066710000000000019 91.066142252700018 91.73825678530001 -0.074999999999999997 41.481306584950012 -0.27172999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 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 28 19 10 21 -12 -13 14 15 -11 17 -14 20 -5 -16 -1 -23 -10 -25 -22 -19 -28 -7 -30
right_child=-2 -3 3 8 5 6 -8 -9 23 13 11 12 16 -15 18 -17 -18 26 -20 -21 25 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.06664323226638981 -0.0016768599821781133 0.089674357365208346 0.055744572310215984 0.028184505533162891 -0.15642081336801358 0.029202191641814992 -0.15457317079562313 -0.10906261634155862 -0.036098064347685706 -0.0041878883870287275 0.022210510451281879 -0.23145316448644926 -0.12059131402686539 -0.10835761968985536 -0.108436990739084 0.086058131427563203 -0.12958565093775934 0.041687896272275766 0.0089721644051164399 0.095164173316331688 0.10264748989578332 -0.11178587687699047 0.0092466719397970073 0.093730050994071529 0.0031699064734616307 -0.10123313301687631 -0.12319359777444157 0.084095860188711596 0.078526807560281839 -0.12436008057028405
leaf_weight=1.4703975621287106 133.66099094909987 1.3202323932928255 2.1088621728122225 2.6493291867081989 0.79695181548595329 5.2001889844541429 0.55609657783497812 0.9016530211665702 2.0862154116912279 1.4465801985352262 1.5543390633538354 0.84423585981130589 0.8731740144266954 0.68725024031300641 1.1416134180763036 3.2972577251493931 1.1290947582019724 1.2791892513632777 5.3585497701424174 2.8117639918636996 0.29789701849222172 0.72937976238608726 8.3410688348085422 0.9156812777364397 2.8285394224076299 0.19875445344951004 0.65387889363773843 0.34742463868315099 0.24813875300605881 0.49075174430618185
leaf_count=71 2096 30 12 17 6 67 116 17 62 43 20 8 56 331 142 74 35 7 86 53 5 206 96 40 50 78 83 10 49 68
internal_value=-2.16598e-05 0.00418718 0.00198473 0.0129966 -0.00787021 -0.024243 -0.0100018 0.00175067 0.0320359 -0.00603519 -0.0184016 -0.0614398 -0.0867999 0.0111017 0.0180944 0.0585386 -0.0582852 -0.0327578 -0.00932674 0.0626705 -0.0691801 0.0088783 -0.000485889 0.0033419 0.0253172 0.0210567 0.000872614 -0.0512699 0.018574 -0.0562254
internal_weight=186.225 52.5645 51.2443 21.5942 10.3026 8.19378 7.39683 6.84073 11.2915 29.6501 17.2222 6.68134 5.127 12.4279 11.7407 4.74384 4.28276 3.15367 6.99681 5.46109 1.63826 10.5408 9.07045 5.83044 3.74422 0.496651 2.28049 1.0013 5.93908 0.73889
internal_count=4034 1938 1908 557 335 323 317 201 222 1351 592 219 199 759 428 117 191 156 311 70 225 373 302 152 90 83 100 93 184 117
is_linear=0
shrinkage=0.1


Tree=132
num_leaves=31
num_cat=0
split_feature=1 3 3 1 1 0 0 0 4 4 3 2 2 2 0 4 4 4 0 3 1 4 3 1 3 3 3 0 0 0
split_gain=0.11044 0.710671 0.861595 0.658913 0.552361 0.534736 1.17182 1.11102 1.01859 0.924513 0.477688 0.441153 0.666562 1.08283 0.74249 0.731768 1.29835 1.23113 0.941329 1.24476 1.13617 0.911167 1.2146 0.862871 0.82323 0.746713 0.917493 0.740292 0.671966 0.715895
threshold=62.052302108850007 0.41214500000000009 0.12084500000000002 62.046925192600007 62.068432857650002 86.103248543850015 86.382848189450016 85.667718326750006 42.141702038450013 44.756878345700009 0.43162500000000009 0.10957500000000002 -0.013805 -0.026144999999999998 85.877418060900013 41.535369675400013 41.646178195200001 39.749124837650008 86.89903215050002 0.085235000000000019 57.772276765200012 40.159267750750011 0.089415000000000022 61.93938686740001 0.11243000000000002 0.081155000000000019 0.097450000000000023 85.791387400750025 85.121961326250016 77.693751511800016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 -2 7 -7 9 -9 -6 -8 12 13 15 -14 17 -17 24 19 20 -18 -19 27 -21 25 28 -27 -23 29 -1
right_child=4 -3 -4 -5 5 6 10 8 -10 -11 -12 -13 14 -15 -16 16 18 21 -20 23 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.058314028110336293 -0.039388083335055543 0.059381995399444165 -0.049490724994015654 0.060497317761643903 -0.10627895413931487 -0.064051543489970872 0.00028813939381541802 0.078986022227166774 -0.00031107719328796559 0.072683770202424711 -0.048514563255797727 0.041642464218223048 -0.12589597825785234 0.069666705022772071 -0.018271848076864734 0.1165867904091744 0.0067126170549850319 -0.10132038123148744 -0.075807128205967508 -0.019122498025987627 -0.081925711289754941 0.083123188987712426 -0.051273878981481474 0.046360676296347152 0.11135278060822713 -0.074073098038417107 0.019810529292210222 -0.0086201680222122139 0.1071031159498817 -0.11359660549057671
leaf_weight=0.669719089339192 3.7661095395451403 2.198144208174198 3.1375826734583816 2.017581141088157 1.0176834160665738 2.9872764218598595 110.72006560703267 3.4813656806945801 3.0295160373207182 0.40295782138127823 2.0426574138255083 2.684844290255568 0.76139786669228371 2.3688107754569492 4.0544838365167379 1.144960150122645 4.4667033823498121 1.7117884351173405 1.2819637060165394 2.5684076247853218 2.1384161873720586 1.2547434746520574 6.0198698092717677 9.2932594188023341 0.84050488285720337 1.737796116445679 2.5958198495209217 2.9412897042930126 1.1370270997285841 0.37950753187760711
leaf_count=122 36 18 32 11 110 27 2692 30 54 55 44 56 138 31 27 5 110 15 16 44 62 60 61 84 11 28 18 20 7 10
internal_value=-2.07043e-05 0.00362133 0.00140112 0.00446778 -0.00166114 -0.000512352 -0.00223357 0.0246065 0.042089 -0.0555171 -0.000595905 0.00220921 -2.59598e-05 0.00396493 -0.0352874 9.16579e-05 0.0130577 -0.0139538 0.00705551 0.0128078 -0.0219842 -0.0338001 -0.0224863 0.0321816 0.0182077 0.00619997 -0.0178372 0.0188139 0.0538466 -0.00386642
internal_weight=184.852 57.4046 55.2065 52.0689 127.448 123.682 115.75 7.93152 6.51088 1.42064 112.763 50.0513 47.3665 42.5506 4.81588 40.1818 20.8937 19.2881 19.7488 18.4668 6.60512 11.9277 10.2159 11.8617 7.36037 6.51987 4.33362 4.19603 2.18625 1.04923
internal_count=4034 986 968 936 3048 3012 2763 249 84 165 2736 925 869 704 165 673 321 352 316 300 172 156 141 128 196 185 46 80 139 132
is_linear=0
shrinkage=0.1


Tree=133
num_leaves=31
num_cat=0
split_feature=4 2 3 3 4 3 4 4 4 1 1 4 4 3 3 1 4 2 0 0 3 3 4 2 3 0 1 2 1 4
split_gain=0.118465 0.379569 0.379405 0.214977 0.818886 0.386644 0.881797 0.378541 0.394968 0.279325 0.267186 0.261125 0.22051 0.572699 1.87906 0.431077 0.402658 0.493399 0.489522 0.351571 0.219029 0.819437 0.509458 0.940233 1.15422 0.873347 1.26127 1.51292 0.940317 0.924411
threshold=49.283271594150008 -0.2351 -0.24338000000000001 -0.55648999999999993 48.86568841230001 -0.27628999999999998 32.724174661450007 32.724174661450007 30.317390213800007 68.34060567600001 61.87486387225001 40.040005255000004 47.927946529500012 -0.11303999999999999 1.0000000180025095e-35 70.206395618550019 44.421469061800003 -0.60918499999999998 67.04476885710001 75.462331263550013 0.084360000000000018 0.083950000000000011 42.865207177650007 -0.061874999999999999 0.072205000000000033 86.565663342300013 62.079186690200011 -0.122095 62.132955852800002 41.919251152600005
decision_type=2 2 2 2 2 2 2 2 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 10 6 -5 8 9 -7 -1 -8 16 -14 -15 -16 19 -18 -19 -9 21 22 23 24 -21 -26 -27 -28 -29 -30
right_child=1 2 -4 5 -6 7 11 12 -10 -11 -12 -13 13 14 15 -17 17 18 -20 20 -22 -23 -24 -25 25 26 27 28 29 -31
leaf_value=-0.12917566514443246 0.044279890836843923 -0.0062940733661786307 -0.11891705991590114 0.10614485948124906 0.096911445250452422 -0.1028182515239611 -0.039984640722345768 -0.10101911960600884 -0.09748158209503649 0.071988170750980907 0.035154017880260527 -0.12601893304051839 0.091583832967378681 -0.12649267391441696 0.10349764580807895 0.0080812260079751123 0.068938042088971238 0.10338399751097807 -0.088821357606655368 0.0068268462899155908 -0.0010566462532517148 0.088626635650756028 0.030394673357486121 0.015911589044949281 0.020801780408836387 -0.19813488605029664 -0.15670624739562786 0.082149801009789775 -0.0087389010393817794 -0.11905265371383836
leaf_weight=0.2813086882670166 0.53376878529525118 0.66476409295864858 0.54382713641643832 0.30807015000391302 0.86656037718057632 0.12930591620533849 0.7483661461228619 0.33862374944146623 0.78542855229625275 0.31190701564992196 0.15262287086807191 0.66738806393550476 0.95656696015066733 0.80461357813328449 0.94960257411003091 0.94436223660522955 0.30719371011582541 0.14680043770931561 1.3609970653233174 9.0387450180642173 129.86418624905491 1.2019250005250786 6.5562815544108153 17.80745752944495 1.5404632922727604 0.62447470426559437 1.0299234935482653 0.72424516826868224 2.4557486343546775 1.099854710686486
leaf_count=44 12 15 228 31 5 23 34 212 59 69 15 66 11 23 11 37 9 2 318 152 1906 21 189 278 18 5 121 51 45 24
internal_value=-1.62921e-06 -0.0259528 -0.0569708 0.000246808 0.040759 -4.47524e-05 -0.047178 0.000409209 -0.0549518 0.0207578 -0.0713775 -0.0805413 0.000791248 0.0250993 0.00153248 0.0559214 0.000280903 -0.046574 -0.0701081 0.00077452 0.000974992 0.00724501 0.00485212 -2.72368e-05 -0.017215 -0.0462875 -0.0637032 -0.0478928 -0.0217074 -0.0428623
internal_weight=183.745 1.74236 1.20859 182.003 1.30049 180.703 1.72382 178.979 1.22664 0.441213 0.433932 1.41575 177.752 3.65515 2.69858 1.89396 174.097 1.81499 1.5078 172.282 171.943 42.0791 40.8772 34.3209 16.5135 7.47471 5.93425 5.30977 4.27985 3.5556
internal_count=4034 255 243 3779 64 3715 131 3584 151 92 59 100 3433 82 71 48 3351 329 320 3022 2810 904 883 694 416 264 246 241 120 69
is_linear=0
shrinkage=0.1


Tree=134
num_leaves=31
num_cat=0
split_feature=2 2 2 1 4 2 2 4 4 3 0 3 1 4 4 4 2 3 3 2 0 0 4 2 1 1 0 2 0 2
split_gain=0.137882 0.512142 1.15081 1.44191 0.855904 1.81285 1.35308 0.871014 0.522663 0.604466 0.620127 0.467136 0.425555 0.560513 0.416716 0.382927 0.339307 1.79177 1.27754 0.380081 0.807561 1.6415 1.14733 0.65043 1.62008 1.24564 1.21659 0.972105 0.788193 2.26566
threshold=-0.091919999999999988 -0.081354999999999997 -0.08262499999999999 61.907125369850007 41.092444989200011 -0.086139999999999994 -0.088224999999999984 41.50623664750001 41.806790701050012 0.086230000000000015 89.705782438650019 0.086555000000000021 60.613977009100005 40.750688432250008 42.67709657435001 43.308802343500005 -0.077085000000000001 0.092260000000000023 0.079430000000000014 -0.06828999999999999 85.925810307250018 96.163458868000006 41.319407281650008 -0.053159999999999992 70.641925835650014 61.853356207250009 86.329079026800017 -0.054619999999999995 87.278104746850019 -0.037054999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -6 -8 10 -10 -9 13 -3 -11 16 17 18 -14 20 -18 22 -22 24 26 -25 -21 -26 29 -27
right_child=1 12 3 -5 6 -7 8 11 9 14 -12 -13 15 -15 -16 -17 19 -19 -20 23 21 -23 -24 25 27 28 -28 -29 -30 -31
leaf_value=0.0036074275189096738 -0.0055988867332651543 -0.11818728601116729 0.036304001584243607 -0.12911690206435103 0.02327694423356266 -0.14015857839762455 -0.020388557542676069 -0.045156801579540731 -0.056935683939926929 0.086153926963901409 0.042382612151873784 -0.12950606932353279 -0.032182009876560447 0.011126415133624983 0.03158088062390748 -0.031851877701705063 0.021599433843058527 -0.070836742781938022 0.066164356252994064 0.00057098086837144356 -0.033966226412798561 0.03207580666163691 -0.13164699548975065 0.090662802683723148 -0.12670921352467235 -0.10989420463422642 0.070596122059016136 0.0091291432317660778 0.0047922079220400733 -0.0053839728675525896
leaf_weight=66.943299822086374 3.5272637735542958 0.68331416478031204 0.75280207255855147 1.7562365967824005 1.3286911286413694 1.3980720537219955 2.2049588791560337 1.8853415203921033 1.2509564007632419 2.1901996399392374 1.2637850092723963 1.00739313615486 1.7274811591487358 0.65794261269911658 3.8743434787320439 3.2274487632566879 4.1554026310332111 1.7030480056127997 5.6116202778066508 4.2540898565202863 4.2533493365626764 2.7342698351712897 1.6763844164088366 1.4577672898303777 0.99457641741901182 2.466451287502422 5.9529012218117714 1.1201941929757586 37.581437355773232 13.047543815802781
leaf_count=1908 51 27 7 87 7 40 20 35 27 25 14 32 13 141 32 262 23 29 99 35 44 39 32 17 54 24 47 5 699 159
internal_value=-4.97962e-06 -0.00209428 -0.0156582 -0.0794847 -0.00762331 -0.0437941 0.00424908 -0.0437463 0.0230366 0.0341972 -0.00702321 -0.0745314 0.00116786 -0.0547535 0.0512898 0.00198345 0.00321408 0.021572 0.0430155 0.00113119 -0.0146421 -0.0320241 -0.0615814 0.0041548 0.0249059 -0.000532196 0.0414109 -0.0547556 -0.00303601 -0.0219993
internal_weight=182.689 115.745 22.44 2.50904 19.931 4.92534 15.0057 4.22143 10.7842 8.57928 2.51474 2.89273 93.3052 1.34126 6.06454 91.964 88.7365 9.04215 7.3391 79.6944 12.8194 8.664 5.92973 66.875 12.3218 54.5532 10.207 2.11477 53.0954 15.514
internal_count=4034 2126 377 94 283 91 192 74 118 98 41 67 1749 168 57 1581 1319 141 112 1178 138 115 76 1040 141 899 82 59 882 183
is_linear=0
shrinkage=0.1


Tree=135
num_leaves=31
num_cat=0
split_feature=1 0 1 3 0 3 0 1 1 0 3 1 0 0 0 0 1 0 3 4 4 1 4 1 4 1 0 2 3 3
split_gain=0.132079 1.61913 0.879941 1.3418 1.84898 1.14623 0.73189 0.940712 1.26857 0.990206 0.690127 0.687666 0.616405 1.73376 1.18462 1.02027 0.731468 0.89026 1.70872 0.734433 1.05509 0.596721 0.745136 1.23914 1.46005 0.862258 0.791853 0.706834 0.664318 0.590267
threshold=66.590419433100024 90.407470010750018 68.20618276945001 0.11531000000000002 90.533827542850005 0.12535000000000004 91.937202686950016 69.999384342500022 70.077349628250019 93.399723909900004 0.087125000000000022 67.649671936450019 93.805681087600007 93.953546284800012 94.625660817400004 94.165934477050016 71.015621515800021 96.039789794050009 0.076615000000000016 41.360869295700006 41.919251152600005 65.611820673600008 38.625745710700009 64.02831883475001 43.426640904350009 62.837331883000012 85.812895065800021 -0.50001499999999999 0.087795000000000026 0.093580000000000024
decision_type=2 2 2 2 2 2 2 2 2 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 -2 6 -4 9 -9 -8 -3 -6 -10 -14 15 -15 19 18 -18 -16 -21 22 26 25 -25 27 -1 -24 -28 -11
right_child=2 10 5 -5 11 -7 7 8 12 29 -12 -13 13 14 16 -17 17 -19 -20 20 -22 -23 23 24 -26 -27 28 -29 -30 -31
leaf_value=-0.0067240144944123552 0.045858873182594802 0.094300964667526133 -0.11030085163340758 0.056881979701713263 -0.13088020448061316 -0.11523201504754002 -0.0054795509601986148 -0.10289602340082721 -0.080137633137051217 0.036876781551577295 0.015714438750784342 -0.030482390205897048 0.083842615773036824 -0.0096112967621031862 0.067026128534637505 -0.11301916895737106 0.043533723385798376 0.0016264428625846193 -0.10683637042795258 0.10121134118604601 -0.06098882938468099 -0.036493519126147483 -0.065685564509138594 -0.10454894247494757 0.063132457091358452 0.052377135745133044 0.0027638927430012937 -0.00010093508492167456 0.074052065755841903 0.11050480135382008
leaf_weight=4.0866699703547038 1.115768493968061 2.6004981063306323 0.5821390699929897 1.1138053238391874 2.4251096626976509 0.85431848520602116 3.5990889705717546 1.2240807525813568 0.94398624257882957 2.9158409956726246 1.9594665728509424 0.94927524303784583 2.4366308887256301 2.1377564666327085 3.1844825968146315 1.7232541001576462 1.1828021752007765 41.228431778950835 2.0927771331189433 0.57654972374439228 1.3174079214222727 4.3762224852107456 1.6772324856137846 2.243725319684017 0.67564100062008936 3.0894483895390286 1.9512338452041147 81.193698223141837 3.9603989720344543 1.7377458512783048
leaf_count=225 14 38 70 6 59 69 31 13 25 48 17 22 23 33 22 104 31 1553 177 3 53 42 32 59 69 40 22 1089 37 8
internal_value=-9.94158e-06 0.0022171 -0.00328377 -0.0413657 -0.0657365 -0.000133217 0.00133698 0.00231719 -0.00217411 0.0339084 0.0605315 -0.102636 -4.40257e-06 0.00134929 -0.0024118 -0.0557645 0.0017428 -0.00236017 -0.0525382 0.0376985 -0.0116126 -0.000358212 0.00124109 -0.00167049 -0.0657417 0.000505479 0.0271236 -0.00142831 0.0505222 0.064371
internal_weight=181.155 107.814 73.3413 5.60396 4.49015 67.7373 66.883 66.3008 58.0482 8.25268 4.55996 3.37438 56.8241 55.8801 53.4435 3.86101 49.5825 44.504 3.27558 5.07844 1.89396 103.254 98.878 88.8797 2.91937 85.9604 9.9983 82.8709 5.91163 4.65359
internal_count=4034 1670 2364 101 95 2263 2194 2124 2037 87 55 81 2024 1999 1976 137 1839 1761 208 78 56 1615 1573 1289 128 1161 284 1121 59 56
is_linear=0
shrinkage=0.1


Tree=136
num_leaves=31
num_cat=0
split_feature=2 2 3 4 1 3 1 4 4 3 4 0 4 4 4 1 1 0 3 3 3 4 4 4 3 2 1 2 0 0
split_gain=0.122479 0.867009 0.637039 0.86257 0.917768 1.03617 0.900219 1.0266 0.933122 0.858581 0.833462 0.777175 0.71252 0.662329 0.602028 0.588635 0.487503 0.921067 0.460019 0.824337 0.638927 0.541848 0.458214 0.435679 0.398861 0.628238 0.397409 0.394674 0.617271 0.620622
threshold=-0.13509999999999997 -0.12546499999999997 0.12201500000000003 39.256147742250008 83.116371560950014 0.11660000000000002 75.634392583900009 41.827117825850003 43.047778594550003 0.43162500000000009 42.141702038450013 87.638358136350021 43.426640904350009 39.011793722550003 34.654301448200009 83.116371560950014 81.479100559500012 104.91170162450001 0.099465000000000012 0.093905000000000016 0.085335000000000022 41.535369675400013 40.633548727200008 42.402981339000007 0.091645000000000018 -0.23783499999999999 83.740093847200015 -0.117885 88.606203063300015 93.953546284800012
decision_type=2 2 2 2 2 2 2 2 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 11 8 15 18 -4 -9 13 -10 -1 -13 -8 27 -18 19 20 22 -22 -5 -19 25 -14 -17 28 -3 -30
right_child=1 16 9 6 -6 -7 7 10 12 -11 -12 14 24 -15 -16 26 17 23 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.036164380617145178 -0.069822891728208117 -0.017834371188514397 -0.10242641006333891 0.075103405868077774 0.070997242105515876 0.10415107523037548 -0.1214959729936352 0.10512712209695196 -0.099617184039533291 0.01877882160538491 -0.066354556194118522 0.016429448404323484 -0.10845688776343997 -0.12301620674854026 -0.10553064189573919 0.10290341342661274 -0.11088872179476542 -0.10081583024531254 0.082186161643403602 -0.015698620675660867 0.036402905509505097 0.096397632167516012 -0.0030539732430092783 0.074912208074801229 0.061117760573723361 0.0049333904779778658 -0.11708433695428969 -0.00070965536766879537 0.089312073170863038 -0.012489389213361547
leaf_weight=1.200573073223494 1.8225996374821978 1.7263745008967806 1.2336276880814687 0.97042228677310571 0.83708712399402418 0.44110734527930606 1.2492278327699744 0.68408792274567509 0.70974572966224325 1.1105844446647095 0.48394012060089153 0.48210286747053066 0.53104104252270268 0.33414365263888601 2.5224105229281122 0.22919000312685955 1.0815357168758044 0.18623479251618835 2.0170814408920696 2.9485597037710241 3.1332437688251957 2.8975599692203104 3.3041679335437948 0.58197262426074303 1.0908133510965852 6.1169560010894193 0.1279698145299335 136.46642138260358 1.953497398644686 0.86358761531300832
leaf_count=155 32 16 25 11 108 10 40 13 18 18 301 24 181 5 88 3 110 256 19 39 32 21 80 152 19 116 82 1988 18 54
internal_value=-8.74493e-06 -0.00128776 0.00533094 0.00898282 -0.0258852 -0.0421691 0.016639 -0.0372584 0.0229432 -0.0450047 0.0340784 -0.056388 -0.00372283 0.00150705 -0.085961 -0.0891285 -0.000413388 -0.0514172 0.0376959 0.0309251 0.044265 0.065228 0.0146894 0.0323109 0.00507188 -0.00412421 0.0240821 0.000255672 0.02925 0.0581045
internal_weight=179.338 144.682 34.6556 32.3114 5.81742 4.98034 26.494 2.77442 23.7196 2.34421 1.16803 4.53923 8.44856 1.53472 3.00451 1.60639 142.86 1.84974 15.271 13.254 10.3054 6.0308 4.27459 0.768207 7.73881 6.648 0.35716 141.01 4.54346 2.81709
internal_count=4034 2626 1408 1365 390 282 975 439 536 43 314 272 334 160 112 125 2594 518 202 183 144 53 91 408 316 297 85 2076 88 72
is_linear=0
shrinkage=0.1


Tree=137
num_leaves=31
num_cat=0
split_feature=0 3 1 1 2 2 2 3 4 2 4 2 4 4 2 2 1 1 1 0 1 0 2 2 2 1 4 3 3 0
split_gain=0.12208 0.599732 0.190174 0.698792 0.617815 0.465099 0.597043 0.340269 0.237227 0.209742 0.502682 0.168246 1.39196 1.18696 1.08307 0.773547 0.667636 1.04845 0.768097 0.783794 1.1109 0.95252 0.742531 0.651741 1.10279 0.602848 0.762283 1.20011 0.581077 0.505582
threshold=71.131225215400022 0.049900000000000007 58.167480110400007 60.613977009100005 -0.23349 -0.082094999999999987 0.049235000000000008 -0.23921499999999998 35.419594101850009 -0.13734499999999997 49.122847560300009 -0.16276499999999997 39.792680591700012 40.098777110850008 -0.18231499999999998 -0.15076499999999998 75.499969677400017 78.285212300550015 75.271450736300025 92.501778894350011 62.084563606450011 97.39208423365001 -0.45120499999999997 -0.26894999999999997 -0.5775499999999999 78.285212300550015 35.419594101850009 0.084360000000000018 0.096315000000000026 87.818484831100008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 8 7 9 -7 -2 -4 10 -6 12 25 -14 16 29 18 -18 19 20 22 -21 -15 24 -22 26 -5 -28 -27 -13
right_child=2 -3 3 11 5 6 -8 -9 -10 -11 -12 15 13 14 -16 -17 17 -19 -20 21 23 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=-0.11901394696885499 -0.048932035980284512 0.057010584141755111 0.0013355034732230972 0.0081495151347928067 -0.013318779541671056 0.089943163387843958 -0.11487026009260887 0.018251452926615772 -0.11163585263093728 0.10471197474054826 0.11229592707411254 -0.18892092819949557 0.10606399488901004 0.0076054945604553965 0.085559866312622343 -0.00032933717348159792 -0.12435624298902259 0.035964587414329278 0.1040124152553461 -0.13354887314026584 0.064435998360379942 0.031266813693223594 -0.11471428715285122 0.095842367386840835 -0.10453864987251296 0.075205233428400603 0.037470149589623997 -0.1175552294027094 -0.10929674930735363 -0.043552664839452408
leaf_weight=0.42818586995417618 1.4427935414132664 0.35323438781779259 0.24673103635723126 1.4374722054999463 0.6974734225077559 0.24533054314087976 0.33899290319823194 1.5788127250852992 0.75364751784945838 1.0254090051166713 0.58643227815628052 0.29849472641944785 1.6395718064086384 1.3451497275382283 1.8343779505594273 150.57254404383639 0.95432473480468594 0.71242872815855662 0.84323821711586777 0.81973730912432052 1.2130072168074528 0.61277422391867731 0.78640788659686034 1.811156867406682 0.56666145355848141 0.78626316254758399 0.65092622317752136 2.1446573691209778 0.21803516923682764 1.2054289792231427
leaf_count=175 23 16 24 49 49 14 33 25 63 9 2 2 13 9 30 2596 22 105 9 57 12 24 70 34 75 100 42 57 20 275
internal_value=-4.6272e-06 -0.0394436 0.000169126 -0.000439081 0.017798 0.0508228 -0.0288785 -0.0138281 -0.0837729 0.0709895 0.0440566 5.00008e-05 0.00908803 0.0264646 0.0151152 -0.00104211 0.00174497 -0.0558295 0.0137431 0.0031044 0.0196644 -0.063047 -0.0375227 0.0536113 0.0106331 -0.0345041 -0.0510295 -0.081459 0.0351495 -0.072405
internal_weight=178.15 0.78142 177.368 171.453 5.91524 2.89364 0.584323 3.02161 1.00038 2.30931 1.28391 170.453 18.3762 13.1388 11.4993 152.076 9.66489 1.66675 7.99813 7.15489 5.72238 1.43251 2.13156 3.59083 1.77967 5.23735 4.23306 2.79558 1.0043 1.50392
internal_count=4034 191 3843 3688 155 107 47 48 87 60 51 3601 728 460 447 2873 417 127 290 281 200 81 79 121 87 268 148 99 120 277
is_linear=0
shrinkage=0.1


Tree=138
num_leaves=31
num_cat=0
split_feature=1 1 3 3 3 1 3 0 4 4 0 2 0 1 1 1 4 4 4 2 0 0 0 4 4 4 1 0 0 4
split_gain=0.13472 0.694584 0.623611 0.663547 0.534449 0.749394 0.996569 1.01418 0.902271 0.852757 0.827669 0.563844 1.76977 0.681736 0.637378 0.811848 0.555271 0.851625 0.618114 0.717215 0.44356 0.975469 0.96492 0.862299 0.698691 0.407616 0.404471 0.659373 0.402221 0.323516
threshold=62.057679025150001 62.068432857650002 0.41214500000000009 0.12084500000000002 0.11243000000000002 61.987779113750001 0.10371000000000001 86.89903215050002 39.577821550850011 40.413896136950008 86.479632682150012 -0.037054999999999998 85.925810307250018 60.613977009100005 61.950140699950005 61.923256118600001 42.233786329550007 42.899217095850013 41.741384785950011 -0.071864999999999998 85.667718326750006 86.103248543850015 86.329079026800017 42.141702038450013 44.756878345700009 40.750688432250008 61.87486387225001 85.425757095000009 85.812895065800021 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=2 -2 3 4 5 6 7 10 -7 -10 11 12 14 25 15 26 18 -18 19 -11 24 23 -23 -22 -3 -13 27 29 -25 -1
right_child=1 20 -4 -5 -6 8 -8 -9 9 16 -12 13 -14 -15 -16 -17 17 -19 -20 -21 21 22 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.010356573452092994 -0.056435764741789074 -0.10570477218070116 0.05782294979878775 -0.042536358391256718 0.050536409870663872 0.086574358905018231 -0.06647162592221717 -0.081657529321972414 -0.052927786308478622 -0.0083254072680601556 0.048667777100776577 -0.11632532002962624 -0.086335490929109387 0.056527199799278671 0.043942297703314127 -0.11859684731024539 -0.052037687424261951 0.023710316881618787 0.074351788347255893 0.049468921626216696 0.074726967228034152 -0.063845660972390805 -0.00094600635759953331 0.02933679427114912 0.067725029069426998 0.013050319108267436 0.051998384303388413 -0.087793863216629242 -0.046141881126813333 -0.037635708792175648
leaf_weight=6.3319714399694966 2.290432794019579 0.90071343367162515 2.0756274680607012 3.1549565673340103 2.4250214192434205 1.6988017550829706 2.6651337472721925 1.508557230234145 1.906811505556109 4.6921822992153457 3.3867677040398112 0.41167163857608746 2.7231506407260886 2.7122458431404084 2.8564001620543413 0.63770030506566477 2.469186828355304 3.7209188456181437 2.5257465317845336 3.9588957002852139 3.1812295839190474 2.4950895532965651 108.30714623683707 1.8011500341817739 0.31302211934234947 0.59623017699777847 1.2096410954836763 0.96305416431278068 1.1611793078482149 1.8050013594329355
leaf_count=258 18 110 18 32 29 13 24 19 15 32 18 21 22 40 71 34 44 60 22 33 30 23 2740 32 55 136 21 9 22 33
internal_value=-4.24778e-06 -0.0018933 0.00402753 0.00197346 0.0047159 0.00243801 -0.00832611 -0.00216259 0.0167102 0.0105523 0.00291161 -0.00474212 -0.0126595 0.0304313 0.00187497 -0.00910128 0.0175221 -0.006505 0.0308291 0.0181224 -0.000836035 -0.000211853 -0.00236241 0.0385745 -0.0609773 -0.0397924 -0.00232848 -0.00955 -0.000249476 -0.000289417
internal_weight=176.886 120.45 56.4357 54.36 51.2051 48.7801 27.8075 25.1424 20.9725 19.2737 23.6338 20.2471 16.5269 3.72015 13.8038 10.9474 17.3669 6.19011 11.1768 8.65108 118.16 116.946 110.802 6.14356 1.21374 1.0079 10.3097 9.10003 2.96233 8.13697
internal_count=4034 3030 1004 986 954 925 706 682 219 206 663 645 448 197 426 355 191 104 87 65 3012 2847 2763 84 165 157 321 300 54 291
is_linear=0
shrinkage=0.1


Tree=139
num_leaves=31
num_cat=0
split_feature=2 2 1 1 2 1 1 2 2 1 4 2 2 4 3 2 2 3 1 0 1 1 4 2 2 1 0 1 0 3
split_gain=0.12026 0.481566 0.882725 2.17245 1.41023 1.04603 2.27815 0.732772 0.594661 1.08085 1.0135 0.588205 0.574608 0.978386 0.712765 0.548323 0.576786 0.530417 0.525832 0.504538 1.09183 1.78052 1.10845 0.977238 1.70448 1.25825 0.820602 0.73856 0.524983 0.479451
threshold=-0.091919999999999988 -0.079634999999999997 62.052302108850007 62.165217350350012 -0.08786999999999999 66.590419433100024 75.408562100950022 -0.077085000000000001 -0.088224999999999984 76.599549052750021 42.283941020600004 -0.076484999999999984 -0.087234999999999993 41.535369675400013 0.091935000000000031 -0.075639999999999999 -0.074999999999999997 0.091290000000000024 62.095317438950012 86.329079026800017 63.705703859100005 65.29995953045001 41.50623664750001 -0.018034999999999999 -0.053159999999999992 61.950140699950005 87.278104746850019 61.993156030000002 89.493394246350007 0.10184000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -7 17 -8 -10 -11 -9 -2 -14 -15 -13 -17 18 -3 23 22 -22 26 24 25 -18 29 -26 -23 -21
right_child=1 7 3 5 -6 6 8 11 9 10 -12 15 13 14 -16 16 19 -19 -20 20 21 28 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.003479228908594376 -0.02936165628800699 -0.0061990977104562379 -0.032494083689257165 0.022419261441786298 -0.16437967395430636 -0.11822788461123344 -0.063488768506435311 -0.077011842375651063 0.11366471282555007 -0.11887195409393694 0.050777884777548091 0.051071562553637741 -0.034796016213434908 0.01440072310842542 0.083690454762041094 -0.063599615263948542 -0.064263418837962272 -0.02579212213687267 0.085073801282116959 0.0019585660279625989 -0.10624724807403529 0.081499367820725935 -0.0026656867528068555 0.01510088298835616 -0.050902050613816224 0.025099507392133697 0.096638168332687527 -0.1377998796318054 -0.0009779608439258289 0.057185669003024464
leaf_weight=63.663305493209009 3.3510411488823584 0.85441800951957647 1.5273084280779587 5.294659130740909 1.7281499179080118 2.2149572478811024 0.77617857972654691 0.99068262381479044 1.0558313429355632 0.5999454056509419 0.85255067117395811 2.0896445279940954 2.4254928599111754 4.0507571474881843 2.3434812109917402 1.4371431068284426 2.2903992948122323 0.89136032367241558 2.4159904738480691 3.0237157195806486 1.6211861930787552 0.78689746897725754 6.992541034705936 7.1540351251896928 2.6888526410330105 5.048805019701831 2.691533399745822 1.5372312396066261 40.087605852597335 3.2740531340241432
leaf_count=1908 40 5 16 45 29 98 14 26 5 71 23 13 24 54 12 14 24 11 85 23 25 20 57 263 32 37 51 40 950 19
internal_value=8.24235e-06 -0.00196305 -0.0138248 -0.0309022 -0.102505 -0.00930703 -0.0398518 0.00165868 0.0130023 0.0366718 -0.019295 -0.000425999 0.0058888 0.0192821 0.0397953 0.000513903 -0.000829632 0.0425903 0.0612281 0.000338932 0.00491295 -0.00346668 0.0271944 -0.0139499 -0.0319201 -0.00278864 0.0504217 -0.082511 0.000609855 0.0306698
internal_weight=175.76 112.096 26.2204 14.0496 3.25546 10.7941 5.49946 85.8761 3.28451 2.50833 1.4525 81.7143 12.1708 8.81973 6.39424 80.7236 78.634 4.16177 3.27041 77.1969 58.4775 42.4957 15.9818 18.7193 11.5653 7.3392 8.9893 4.22608 40.8745 6.29777
internal_count=4034 2126 431 301 45 256 211 1695 113 99 94 1594 130 90 66 1568 1555 101 90 1541 1145 995 150 396 133 61 93 72 970 42
is_linear=0
shrinkage=0.1


Tree=140
num_leaves=31
num_cat=0
split_feature=4 4 1 4 2 1 2 0 4 2 1 4 2 1 4 0 2 2 4 3 1 2 3 2 4 4 2 1 3 1
split_gain=0.117956 0.330708 0.246045 0.134744 1.26422 0.278248 0.806802 0.322142 0.203687 0.685743 1.21062 1.11268 0.982538 0.668014 0.577747 0.615756 0.561303 0.738252 0.530791 0.516741 0.330878 0.42621 0.786908 0.322605 0.535589 0.320386 0.721033 0.273475 0.955032 0.540521
threshold=32.051492741500006 30.317390213800007 68.34060567600001 34.654301448200009 0.17076500000000003 75.271450736300025 0.10957500000000002 92.805574663100018 37.038444968100009 -0.012794999999999999 65.611820673600008 36.79544512155001 0.04932000000000001 68.20618276945001 37.828051409500013 91.066142252700018 0.25988000000000006 -0.046635000000000003 36.364346611650006 0.085820000000000021 65.687097501250022 -0.041369999999999997 0.10828500000000003 0.26941000000000009 39.051326806600009 38.064633603500006 -0.016334999999999999 76.830756451950009 0.10608500000000003 75.634392583900009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 9 10 19 18 -11 -14 15 -10 17 -17 20 -5 -12 22 -22 25 -25 26 -16 29 -29 -27
right_child=3 -3 -4 8 -6 6 -8 -9 14 12 11 -13 13 -15 23 16 -18 -19 -20 -21 21 -23 -24 24 -26 27 -28 28 -30 -31
leaf_value=-0.10241619454055927 0.032798059469341383 -0.1233183227249572 0.06675421064123753 -0.040274757349768486 -0.094290294296392213 -0.10630365437578404 0.11190150971777534 0.10347271655251995 0.070868564458917246 0.093256784226012163 -0.12430169654981958 -0.1504259340352945 0.03861367078775739 -0.06950098499285684 -0.11658720954045486 -0.11301732574055581 0.065648229069332542 0.010828067466615873 0.028132551635282999 0.041615136604554397 -0.13058241414831204 0.020336276237375325 -0.0074901687190636239 0.016096371385269852 -0.10899905335042499 0.00010526800537445248 0.021551451891551086 0.020400127862490132 -0.087172355306388158 -0.03832992534893781
leaf_weight=0.12232615231914579 1.8642954348179044 0.28733021065727371 0.289303185105382 1.0934957927674971 0.82098012333153736 0.39798252518812649 0.2950863307560212 0.98606136254966248 2.3642495954409233 1.3208963922807009 0.55731385201215777 1.0261153026949612 1.1507977204164492 1.1353077218227552 0.73782177535031224 0.64160083182287087 1.0859473869204519 1.9269074507465123 1.0268230700385172 2.6093189513776451 0.96468974110030048 0.83144621254177886 1.1250247549542107 0.65990999853238352 0.71101092484605033 129.57257633183326 0.77448607212863751 13.199382285421958 0.88035209435838702 3.7652571717917445
leaf_count=48 53 60 74 53 24 56 3 6 43 14 5 18 16 39 41 67 5 24 36 25 66 6 25 22 71 2073 10 940 52 59
internal_value=9.7057e-06 -0.0409881 0.0164809 0.000174845 0.0175233 0.0434295 -0.0133989 0.0572475 -0.000272752 -0.0123797 -0.0268225 -0.056447 0.024595 -0.0150774 0.000721804 0.0311021 0.00537514 -0.0201079 -0.0350426 0.0174318 -0.0536915 -0.0402202 -0.0643141 -0.000494755 -0.0487828 -5.02568e-05 -0.0458434 0.000419519 0.013674 -0.000980083
internal_weight=174.224 0.69896 0.411629 173.525 4.36441 3.54343 0.693069 2.85036 169.161 12.8412 9.23423 5.53141 3.607 2.28611 156.32 6.01871 3.65446 2.56851 4.5053 3.70281 3.47847 2.92116 2.08971 150.301 1.37092 148.93 1.51231 147.418 14.0797 133.338
internal_count=4034 182 122 3852 142 118 59 59 3710 303 234 156 69 55 3407 139 96 91 138 78 102 97 91 3268 93 3175 51 3124 992 2132
is_linear=0
shrinkage=0.1


Tree=141
num_leaves=31
num_cat=0
split_feature=0 1 3 1 1 0 1 3 0 2 0 2 2 1 2 2 2 3 1 0 0 2 2 2 2 1 1 2 3 1
split_gain=0.118345 0.47363 1.28855 0.403897 0.856751 0.410412 0.380385 0.684439 0.64463 0.552386 0.438578 0.365773 0.332004 0.361945 0.36685 0.302352 0.722216 0.760431 0.737639 0.57384 0.990099 0.563603 0.580712 0.517352 0.597699 0.798543 1.21846 0.522043 0.461266 0.596287
threshold=97.878695155250014 76.279622535200005 0.082535000000000011 75.634392583900009 75.408562100950022 96.959242474650011 78.10777406390001 0.088655000000000025 98.674478761850011 -0.093879999999999991 99.470262368500016 -0.10423499999999999 -0.59681499999999998 83.468559576050012 -0.60918499999999998 0.20949500000000004 0.13747000000000004 0.11379500000000002 63.705703859100005 89.953120586650016 92.313586825200005 0.11704500000000002 0.070580000000000018 0.048475000000000011 0.0023400000000000005 62.132955852800002 61.987779113750001 0.051245000000000013 0.11660000000000002 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 3 -3 4 5 15 7 9 -9 -2 -10 -7 13 -8 -15 16 21 18 -18 -17 -21 22 23 24 28 26 -26 -25 -1 -30
right_child=6 2 -4 -5 -6 11 12 8 10 -11 -12 -13 -14 14 -16 19 17 -19 -20 20 -22 -23 -24 27 25 -27 -28 -29 29 -31
leaf_value=0.0035130653565880743 0.059064370428863401 -0.11205944641520982 0.087495621571469631 -0.053888402579364385 0.062744724490103335 0.0043510924669079706 0.096027217911708859 -0.098409558043914575 0.031984372434796203 -0.042959825242367841 -0.043733280676698794 -0.052507918110608676 -0.0015469010030183363 -0.11326644526268824 0.099450835679044891 0.076394075368570194 -0.022047663818468316 0.023424158887787035 -0.12686408583331119 -0.076428208197653849 0.056471043747745066 0.071899700084714455 -0.0430997167801348 0.086132842610036425 -0.097265297274354803 -0.092488380681630053 0.060226291980298399 0.014596518932343547 0.016678013825698553 -0.033917761761203653
leaf_weight=109.87904398041792 1.4233172601307162 0.40195689388929112 1.6593700810626613 1.3619874383439299 2.2009389363229266 1.9145914121763778 0.73256103692983809 1.5680702218087388 1.0723952192347499 0.84618506568949925 2.668619595002383 2.7657789427321395 12.279860754623765 0.2045628262712853 0.13430190004146425 1.5149141333531582 1.4107043170952236 1.2131620312575249 1.2811536896042524 1.0160135845653715 1.2505567157204494 1.1218485732097168 2.9567983316956079 1.3225032058107888 0.78475679822440714 1.5988424093229694 1.3134336918592451 4.4616605350602185 3.3880497892387194 7.453935648620245
leaf_count=1823 63 71 43 14 18 22 18 39 23 54 78 31 1129 42 15 39 29 13 33 33 19 23 35 47 50 54 11 53 33 79
internal_value=4.73102e-06 0.000973839 0.0485826 0.000320508 0.000816528 -0.000112911 -0.00704586 -0.0249394 -0.0445879 0.0210246 -0.0220281 -0.0292487 0.00311104 0.0564968 -0.0289604 0.000847635 8.42194e-05 -0.0423091 -0.0719336 0.028745 -0.00310242 0.00131706 0.000722408 0.00171758 0.000358442 -0.0392479 0.00132192 0.0309527 0.00157137 -0.0181069
internal_weight=173.202 152.272 2.06133 150.211 148.849 146.648 20.9299 7.57859 5.30909 2.2695 3.74101 4.68037 13.3513 1.07143 0.338865 141.967 138.186 3.90502 2.69186 3.78148 2.26657 134.281 133.159 130.202 124.418 3.69703 2.09819 5.78416 120.721 10.842
internal_count=4034 2573 114 2459 2445 2427 1461 257 140 117 101 53 1204 75 57 2374 2283 75 62 91 52 2208 2185 2150 2050 115 61 100 1935 112
is_linear=0
shrinkage=0.1


Tree=142
num_leaves=31
num_cat=0
split_feature=4 4 4 0 0 0 0 4 3 4 3 1 2 0 0 0 2 0 0 0 1 3 3 3 3 2 3 2 0 4
split_gain=0.117852 0.528825 0.387768 1.46705 1.24381 1.20038 1.18443 1.23548 0.999946 0.735468 0.442874 0.626871 0.723571 0.388838 1.44181 0.804183 0.765835 0.731113 0.692567 0.635583 0.590345 0.582473 0.525476 0.780341 0.729273 0.810277 0.450293 0.845477 0.662422 0.385829
threshold=42.522337019050006 42.47354681640001 43.157831852650006 86.89903215050002 86.329079026800017 90.407470010750018 85.683849075550015 42.719328117250008 0.087555000000000022 42.753078181500008 0.10010000000000002 68.910558799650019 -0.083424999999999985 86.692020874450009 86.256490657300006 96.163458868000006 -0.095854999999999996 96.741477366050006 85.995710218650018 96.039789794050009 66.590419433100024 0.096515000000000031 -0.144095 -0.25095999999999996 -1.0000000180025095e-35 -0.11963999999999998 0.087245000000000031 0.066710000000000019 100.69082235970002 48.86568841230001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -5 7 -2 -6 -8 11 -7 -13 14 16 19 18 -17 21 20 -15 22 23 -4 -24 -26 27 -19 -28 -22
right_child=2 -3 13 5 8 10 9 -9 -10 -11 -12 12 -14 15 -16 17 -18 26 -20 -21 29 -23 24 -25 25 -27 28 -29 -30 -31
leaf_value=0.00067437529569736672 0.10934855874546245 0.056544573889544238 -0.024542797090696709 -0.092936864004780559 0.10751703784458314 0.03463964086237515 -0.12085146502715644 -0.10377649521230588 0.0068132177218218253 -0.01622801461204431 0.037482948478445986 -0.11922681192671386 -0.012870034538617972 0.044784039219981496 -0.11094066445288829 -0.14334333622131615 -0.080528067360598421 -0.11793581810934338 0.110577454510561 0.13127627557798255 -0.048687414199253182 0.094534162456119272 -0.1225035311011375 0.075131756557637389 0.052379476666268132 -0.11278935058770208 0.080568070599366839 0.0090990759443831219 -0.10324565699873695 0.032672524587770334
leaf_weight=133.26595515801455 0.99143644678406573 1.715961719979531 1.7534193001483802 3.3082166388630849 1.8410706520080569 1.0098663475364449 1.2209807718172672 0.37483304721536115 2.1230566762387753 1.4940987089648841 1.2144950137444537 1.1131945770175664 1.5037371428479671 5.1422246531583351 1.2626992203295229 0.43468898802529921 0.93002938195422924 0.76606034537690071 0.69818484783172596 0.61619102023541916 1.4169752024681659 0.65153840743005265 0.76183337718248356 1.4227817006176331 0.9296084000379774 0.4364675539545726 0.97185115609317996 1.6574170368985504 0.24560156659572385 0.99018380272900675
leaf_count=2503 15 28 48 35 62 12 25 80 14 27 15 57 38 39 12 15 105 322 3 3 207 5 57 15 65 14 14 41 97 61
internal_value=9.99749e-06 0.00138463 -0.00496684 -0.0166043 0.0136873 -0.0465092 -0.0250629 0.0508782 0.0535834 -0.0632775 -0.0147836 -0.0322859 -0.0581122 0.00397047 -0.0120028 0.0155142 0.00447017 -0.0207654 0.0163507 0.0336221 0.0256514 0.0053044 -0.00565627 0.0201065 -0.0441108 -0.000392724 -0.00613088 -0.0310566 0.0434866 -0.01522
internal_weight=172.265 134.982 37.2827 16.195 8.04548 8.14951 4.08135 1.36627 3.96413 2.71508 4.84129 3.6268 2.61693 21.0878 8.84656 12.2412 7.58386 4.07562 6.65383 8.16557 7.54938 5.95565 5.30411 3.1762 2.12791 1.36608 3.64093 2.42348 1.21745 2.40716
internal_count=4034 2531 1503 380 223 157 147 95 76 52 122 107 95 1123 324 799 312 489 207 310 307 204 199 63 136 79 474 363 111 268
is_linear=0
shrinkage=0.1


Tree=143
num_leaves=31
num_cat=0
split_feature=4 4 2 3 3 4 3 4 4 1 1 3 4 3 3 0 4 2 0 0 1 4 4 1 1 4 2 0 0 3
split_gain=0.134126 0.303764 0.455346 0.414575 0.210894 0.715334 0.357554 0.750133 0.277436 0.280256 0.222188 0.205883 0.201074 0.439052 1.48188 0.566713 0.324551 0.344849 0.392356 0.207255 0.756423 0.585875 0.83707 0.830292 0.928022 0.810822 0.573563 0.465977 0.375623 0.494337
threshold=49.283271594150008 49.420225120050006 -0.2351 -0.24338000000000001 -0.55648999999999993 48.86568841230001 -0.27628999999999998 32.724174661450007 32.724174661450007 69.238550691600025 61.87486387225001 -0.41441 47.927946529500012 -0.11303999999999999 1.0000000180025095e-35 95.620390325650007 44.421469061800003 -0.60918499999999998 67.04476885710001 85.667718326750006 62.052302108850007 42.488347682450005 39.952536079750011 58.167480110400007 62.046925192600007 42.719328117250008 -0.24468499999999999 78.626646483100004 85.121961326250016 0.093325000000000033
decision_type=2 2 2 2 2 2 2 2 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 10 7 -6 9 -8 -1 -9 16 -14 -15 -16 19 -18 -19 20 21 22 28 27 -25 -23 -27 -24 29 -10
right_child=1 2 3 -5 6 -7 8 11 12 -11 -12 -13 13 14 15 -17 17 18 -20 -21 -22 25 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.12489684236845761 -0.11211750966138745 0.097842359690399491 0.020337167681051246 -0.11897950614129425 0.1035144392738982 0.095852323360740177 -0.013028528665433204 -0.11518079926884291 -0.065991119781263083 -0.12119926713103812 0.032934007860677898 -0.034019964381548348 0.089080456643994166 -0.12217350833702441 0.10505904914693648 -0.014344785023879142 0.063843706482138302 0.10256600953818501 -0.08509131597939848 0.0016383103639850971 -0.10552877003854302 0.11305736085335572 -0.035105137880189326 -0.12385931698263219 0.022114301240170466 0.10726212118503364 -0.10177498920561451 0.10311529966381328 0.058302982966121256 0.017895002491206052
leaf_weight=0.25215763754385878 0.34465029750026488 0.31351164991792746 0.47057918187783787 0.39113688458473916 0.26983053158619341 0.8069276437163353 0.68800277656919095 0.72188017985172326 0.97637467754247564 0.36743136699169554 0.13801230697572464 0.55122081824811164 0.81318119475327 0.66557020368054454 0.94585225358605363 0.68561893200239865 0.24046419839214639 0.12345657893456419 1.142432680540878 150.68612508225124 0.81377408426487896 0.89136314466304678 0.59571359054098161 1.7348254033713604 0.58150635659694661 0.19087572395801544 0.42026944443205139 0.41300084441900253 1.2483287034556267 2.5043691727332771
leaf_count=44 14 9 13 219 31 5 46 70 83 105 15 30 11 23 11 37 9 2 318 2497 94 15 44 120 2 1 112 5 15 34
internal_value=1.02728e-05 -0.029564 -0.00535412 -0.0428993 0.000275509 0.0420997 -2.20318e-05 -0.0479398 0.000421407 -0.0506863 -0.0690684 -0.0800402 0.000746993 0.0259334 0.00357862 0.0548801 0.000265115 -0.0459364 -0.0667899 0.000697236 -0.012977 -0.00509591 -0.0157901 -0.054237 -0.0872132 0.05223 -0.0364875 0.0214869 0.0112421 -0.00563568
internal_weight=170.988 1.51988 1.17523 0.861716 169.469 1.1971 168.271 1.54293 166.729 1.05543 0.39017 1.2731 165.673 3.11022 2.29704 1.63147 162.563 1.50635 1.26589 161.057 10.3704 9.55663 8.05412 3.32505 2.31633 1.50251 0.611145 1.00871 4.72907 3.48074
internal_count=4034 255 241 232 3779 64 3715 131 3584 151 59 100 3433 82 71 48 3351 329 320 3022 525 431 303 171 122 128 113 49 132 117
is_linear=0
shrinkage=0.1


Tree=144
num_leaves=31
num_cat=0
split_feature=4 3 3 2 3 4 3 4 4 4 1 4 4 3 3 3 1 0 2 4 4 4 2 1 3 2 2 2 3 4
split_gain=0.116597 0.283864 0.480701 0.480355 0.183074 0.623363 0.307366 0.648376 0.23279 0.264162 0.215351 0.211554 0.200807 0.181508 0.704814 0.435136 1.20474 1.38648 1.64899 1.03715 1.52652 1.80137 1.74535 1.5454 1.49507 1.32907 1.05808 0.790238 0.74746 0.711603
threshold=49.283271594150008 -0.25095999999999996 -0.24338000000000001 -0.23369999999999999 -0.55648999999999993 48.86568841230001 -0.27628999999999998 32.724174661450007 32.724174661450007 30.317390213800007 68.34060567600001 40.040005255000004 40.890797847750008 0.084360000000000018 0.083950000000000011 0.089305000000000023 61.93400995115001 86.256490657300006 -0.058374999999999996 36.242939472700009 39.792680591700012 40.340071172300007 -0.11963999999999998 71.787208999250012 0.085335000000000022 -0.026144999999999998 -0.086719999999999992 -1.0000000180025095e-35 0.089415000000000022 41.872294782850005
decision_type=2 2 2 2 2 2 2 2 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 12 7 -6 9 10 -8 -9 -1 14 -10 16 -15 18 -18 -19 27 -22 -23 24 -24 26 29 -21 -17 -26
right_child=1 2 3 -5 6 -7 8 11 13 -11 -12 -13 -14 15 -16 28 17 19 -20 20 21 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.030813917019593851 -0.11097357520974581 0.11110203221133218 0.035811907780544057 -0.11571124408950369 0.10112410948574409 0.092575998554023486 -0.10230020583185413 -0.037579813402979695 0.0042219886256704862 -0.085323604304206394 0.067625399039850029 -0.12138904443943416 -0.12206691090601246 -0.10021434263042231 0.085902491719504689 0.068906294991103234 0.071010492936126199 0.088528087947005937 -0.061309391117005119 -0.09833441037335304 0.094728225535277433 0.041299148022805938 0.033420117095755465 0.011643016967813049 -0.12044701952792106 0.0074288279423074949 -0.14682680804904599 -0.012758328348359585 0.0011005916395800004 -0.034139218814301521
leaf_weight=0.13578552348189876 0.3226149231486487 0.27198097109794606 0.40786149076302525 0.42958361270302614 0.24963387906973267 0.75467472150921822 0.10338150607640162 0.65986228363544774 41.332945445552468 0.65463591724574144 0.26771677646320313 0.55410221591228037 0.23393174543889472 1.4490746716037382 1.0841323472850479 1.6565347401192401 4.0174466833705083 0.91211222759739286 1.2302270819200227 3.2861070374128758 1.5732369017205226 4.0975907791944453 1.5833476851694168 5.2299509213553401 1.4391901157796372 1.6576864178059612 2.3364684795960784 1.6066694236942591 87.503141014356515 2.8412260680925101
leaf_count=22 14 1 12 228 31 5 23 34 1400 59 69 66 37 43 25 14 55 35 26 93 36 44 16 175 13 36 53 20 1296 53
internal_value=2.84424e-06 -0.0284108 -0.00440202 -0.0419148 0.000244396 0.0404606 -2.5847e-05 -0.0456515 0.00037676 -0.0471149 0.0202871 -0.0758337 -0.0659186 0.000672288 0.00630965 -0.00128099 -0.0110423 -0.00698029 0.0399904 -0.0162594 -0.0199854 -0.00814213 -0.0165777 -0.0322959 -0.055607 -0.0726424 -0.0927022 -0.0702333 0.00236038 -0.0631582
internal_weight=169.883 1.43204 1.10943 0.837445 168.451 1.12439 167.326 1.4636 165.863 1.02573 0.371098 1.21396 0.369717 164.837 42.4171 122.42 33.2603 31.8113 5.24767 26.5636 25.6515 20.7587 19.1855 15.0879 9.85792 8.27457 6.61688 4.89278 89.1597 4.28042
internal_count=4034 255 241 240 3779 64 3715 131 3584 151 92 100 59 3433 1425 2008 698 655 81 574 539 426 390 346 171 155 119 113 1310 66
is_linear=0
shrinkage=0.1


Tree=145
num_leaves=31
num_cat=0
split_feature=4 3 3 2 2 0 1 0 1 1 1 4 4 2 3 1 2 2 0 2 0 1 3 1 4 0 2 0 2 3
split_gain=0.123506 0.31604 1.40798 0.572167 1.42869 1.64427 0.706176 1.30638 0.572141 0.784805 0.552325 0.55577 0.848163 1.43917 0.543536 0.46954 0.602613 2.04265 0.477878 0.465067 0.463402 0.456591 0.431926 1.5995 0.440708 0.406403 0.380288 0.811116 0.662244 0.523948
threshold=42.141702038450013 0.08766000000000003 0.087475000000000011 -0.096529999999999991 -0.089795 86.329079026800017 62.213609596700003 90.407470010750018 62.181348099150007 72.378669787950017 61.982402197500001 43.384297312450009 42.957059535450007 -0.028049999999999999 0.09062000000000002 62.030794443850006 -0.085584999999999994 -0.13953999999999997 92.313586825200005 -0.078649999999999984 102.31465107045001 64.94239459915002 0.085820000000000021 57.772276765200012 48.96897326980001 96.163458868000006 -0.097799999999999984 97.39208423365001 -0.078504999999999991 0.088220000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 19 -8 22 25 14 12 15 -14 -3 -12 17 -17 -18 -7 -20 -9 23 24 -2 -10 27 -13 -28 -30
right_child=1 10 -4 4 5 6 7 21 9 -11 11 26 13 -15 -16 16 18 -19 20 -21 -22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=0.0015998162774894147 0.037276112167850102 -0.031677726593120341 0.086800758686046656 -0.12879465150671954 -0.099965585105091154 0.022064711283265558 -0.15399460644697255 0.10327772682202885 0.059133324535738635 -0.10496481427462034 -0.070392043422008665 -0.079929695811589707 -0.14589586427614212 0.0052402947710922312 0.065024719900283301 0.027768808900536963 0.028447768259568337 -0.13109151930433 -0.069322894236076807 0.10484454715602627 0.028711895750736061 -0.0055048846097316903 0.05269495109722501 -0.16013976885034356 -0.034820468359927817 -0.022242835093573849 0.084932296167396351 0.075228049513063389 0.10976244928896309 -0.055668981825716446
leaf_weight=125.15234715319048 1.8444036857908979 0.91208116617054047 1.8578376778314112 1.0776741961526575 1.6353698193342996 2.4335769284516577 0.58688054454978544 0.42258246243000019 4.1418409855396021 0.36498807993211801 1.4614090293180222 0.98531018896028422 1.4778621156292504 1.0982746718218539 1.6023727547435553 1.7869350782057156 4.1322025997796992 1.4795800213905765 1.2293979851529004 0.94115377031266501 0.79329587001120661 4.4377847168707376 0.88212839514017094 0.71725964610232029 1.5692004738375542 0.72046128755027883 1.3262038603425028 0.51200900141702732 0.24503695964813121 0.87541681307629915
leaf_count=2344 74 19 10 47 161 19 27 5 193 333 30 43 47 15 30 29 43 38 34 52 20 179 12 32 33 31 13 18 1 102
internal_value=3.7169e-06 -0.00458304 0.00323738 -0.00389213 -0.0191652 -0.00786741 0.00920524 -0.013064 0.013312 0.0364596 -0.0138624 -0.0201922 -0.0298661 -0.0814626 0.0299473 -0.0176524 -0.00947159 -0.0441876 0.0089528 0.0451506 -0.0308739 0.00395317 -0.0108251 -0.0243895 0.00413402 0.0470756 0.01282 -0.0268734 0.0371118 -0.0194901
internal_weight=168.703 43.5505 23.6331 21.7753 11.535 10.4573 8.82198 5.44725 10.2403 5.22729 19.9174 17.4029 13.459 2.57614 2.51445 10.8828 9.42141 3.26652 6.1549 3.37473 2.02269 4.86037 5.01299 4.13086 3.4136 4.8623 3.94398 1.49732 2.44666 1.12045
internal_count=4034 1690 1208 1198 490 443 282 211 708 557 482 433 256 62 49 194 164 67 97 71 54 184 151 139 107 224 177 61 116 103
is_linear=0
shrinkage=0.1


Tree=146
num_leaves=31
num_cat=0
split_feature=0 1 3 1 3 3 0 2 2 1 1 0 2 2 2 3 3 3 4 4 1 3 0 0 3 1 2 0 2 2
split_gain=0.111582 0.433671 1.04952 0.320701 0.571434 0.552508 0.741644 0.574494 0.464973 0.291916 0.661122 0.36456 0.280569 0.440088 0.266921 0.26605 0.26561 0.252551 1.07219 0.508623 0.428369 0.519313 0.677517 0.539993 0.399416 0.356832 0.31747 0.571575 0.24761 0.613768
threshold=97.878695155250014 76.279622535200005 0.082535000000000011 78.10777406390001 0.088655000000000025 0.11278000000000003 99.642323688800005 1.0000000180025095e-35 -0.093879999999999991 75.634392583900009 75.408562100950022 96.959242474650011 -0.59681499999999998 -0.60918499999999998 -0.50001499999999999 0.088435000000000027 0.089305000000000023 0.10608500000000003 33.151194885250007 37.52517992975001 78.527173532250018 0.087795000000000026 100.52682641375002 101.18549865570002 0.078105000000000022 78.962703749400006 -0.0068649999999999996 102.64264296240002 0.20949500000000004 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=1 9 -3 4 8 6 -6 -7 -2 10 11 28 13 -5 -14 -10 -13 19 -19 -16 -21 23 -23 -22 -25 -24 27 -27 29 -1
right_child=3 2 -4 12 5 7 -8 -9 15 -11 -12 16 14 -15 17 -17 -18 18 -20 20 21 22 25 24 -26 26 -28 -29 -30 -31
leaf_value=0.0013190408125577143 0.056825326010196901 -0.11071564557069349 0.083897573190429453 -0.058616728843686183 -0.12022850632988072 0.062938307345451625 -0.026449073096196259 -0.054853663220581411 -0.11156185768884719 -0.046164977596020208 0.057151128737969598 -0.053954305596889102 -0.10487380930107684 0.094755616584030061 -0.10467530427923466 0.0052010002676204986 -0.0055097290784641142 0.10877693981152919 -0.13470390148691733 -0.062243850341691678 -0.092683551345122406 0.11098635307384881 0.08610645761763186 0.078138060443239205 -0.011353430110571801 0.016390294779521614 0.02985729080357416 -0.11099501063088804 0.026639485083272851 -0.040137950977711938
leaf_weight=129.90222954073397 1.3101566021287001 0.33815098172635671 1.5349998154997591 0.25398833812778321 1.4122090518358166 0.85411243862472452 2.0933087087469175 0.80363034550100565 0.3131570802070226 1.3373909223009821 2.0502195255830875 2.1027794994879505 0.24562969844373661 0.71027952633448954 0.41146705262507843 0.51782578229904175 2.4508591410703957 0.27162084408337328 0.54125990118700429 0.78917172428555105 0.69405610884859736 0.95692735165357579 0.66846939467359323 0.59996834558478473 2.9554927003273406 1.0060055325739088 2.402907220130146 0.54201436022412952 3.6327659816597579 3.6721063995209979
leaf_count=2208 63 71 43 51 45 27 48 20 52 14 18 27 100 24 177 2 26 10 51 22 27 5 17 224 286 11 51 148 91 75
internal_value=-4.71288e-06 0.000955975 0.048765 -0.00694409 -0.0237217 -0.0417332 -0.0642284 0.00583584 0.0197124 0.000338996 0.000771466 -4.39265e-05 0.00244726 0.0543573 -0.00169467 -0.0388012 -0.0278805 0.000445977 -0.0533458 0.00441155 0.00864005 0.0143332 0.0344022 -0.0120019 0.00374786 0.0185374 0.0071052 -0.0282116 0.000879915 0.000179342
internal_weight=167.375 147.022 1.87315 20.3537 7.3044 5.16326 3.50552 1.65774 2.14114 145.148 143.811 141.761 13.0493 0.964268 12.085 0.830983 4.55364 11.8394 0.812881 11.0265 10.615 9.82584 5.57632 4.24952 3.55546 4.6194 3.95093 1.54802 137.207 133.574
internal_count=4034 2573 114 1461 257 140 93 47 117 2459 2445 2427 1204 75 1129 54 53 1029 61 968 791 769 232 537 510 227 210 159 2374 2283
is_linear=0
shrinkage=0.1


Tree=147
num_leaves=31
num_cat=0
split_feature=2 2 4 4 3 4 1 3 2 0 4 4 4 1 2 1 3 1 4 0 0 4 1 1 1 4 4 1 3 0
split_gain=0.113531 1.20179 0.600366 1.0804 0.779456 0.68431 0.735716 0.662651 0.46171 0.438816 0.733157 0.868476 0.345351 0.29503 0.533862 0.320119 0.309588 0.284606 0.282403 0.203634 1.0213 1.20634 1.00103 0.626917 0.931204 1.29132 0.930031 0.600812 1.12836 1.04013
threshold=-0.50001499999999999 -0.58287999999999995 39.792680591700012 40.098777110850008 0.096010000000000026 34.654301448200009 77.403398033700014 0.092465000000000033 -0.24468499999999999 88.098084476650016 35.782584506850007 39.110279783550006 49.283271594150008 81.479100559500012 -0.085584999999999994 87.030766598900016 0.086520000000000027 87.33187390945001 42.434124620650003 87.350693116400024 86.83719761350001 41.319407281650008 62.116825104000007 62.240494178000013 64.665483411650015 41.319407281650008 43.157831852650006 66.351146659450009 0.08729000000000002 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 2 5 -4 7 -1 -7 -5 9 -2 -11 -12 -3 19 16 -16 18 -17 -15 20 -10 -22 -21 -24 25 -25 -27 28 -26 -29
right_child=8 12 3 4 -6 6 -8 -9 13 10 11 -13 -14 14 15 17 -18 -19 -20 22 21 -23 23 24 27 26 -28 29 -30 -31
leaf_value=0.085947062529544094 0.070803657503347522 -0.10821251736781522 0.10838355599779502 0.00037146220849804443 0.040479876239584232 -0.13045437479452074 0.023794263641306823 -0.11046701705502732 0.00051286805799886936 0.10383065633790178 -0.11595113017032835 0.062261015444251493 0.0229608048264969 0.091290789907543524 -0.11001057910206667 0.10441459159101676 -0.10298946386022484 -0.10143978388402042 -0.10326866067753922 0.059569513930625068 0.0018039693709207027 -0.078440246912798897 -0.062800660180878765 0.094418438651355005 -0.083662948316230598 -0.022002966933083352 0.059532896369372729 0.053355427938874933 -4.4916027032224402e-05 -0.0012250307536057689
leaf_weight=0.31677384224349214 1.807138649572152 1.3791081087247201 1.1441097601782528 1.4258992970935653 2.3397130725279567 0.89510119862825355 0.47242228766845074 0.8675798283657058 63.475831300947902 0.47176346600826935 0.68141174800985005 0.45674817721010186 0.23489658394828428 0.48484757890037133 0.89642785837349837 0.15249861181655433 0.14328854426639737 0.12001995930768317 0.088171477316791425 3.0877465531229964 3.7279476672410956 3.7660246826708317 1.486658465117215 2.4979044999927265 2.4440029873512676 3.7083985656499863 2.2463466264307499 3.7185524754640928 4.7507624216377735 57.182379385041713
leaf_count=34 37 160 9 75 37 25 39 19 1180 9 33 26 6 85 155 5 86 282 187 36 31 52 10 46 36 35 20 76 40 1163
internal_value=-4.50878e-06 -0.0108799 0.00604449 0.0213603 -0.000129067 -0.0464901 -0.0771679 -0.0415566 0.000622582 0.0369799 -0.000987219 -0.0444339 -0.089122 -0.000184257 -0.0395006 -0.0811571 0.0284788 0.0137542 0.0613536 0.000303087 -0.00360897 -0.038522 0.00372553 0.00151586 0.00276496 0.0340703 0.00875533 -0.00112094 -0.0284493 0.0021076
internal_weight=166.47 9.0756 7.4616 5.7773 4.63319 1.6843 1.36752 2.29348 157.395 3.41706 1.60992 1.13816 1.614 153.978 1.88525 1.16895 0.716308 0.272519 0.573019 152.093 70.9698 7.49397 81.1228 78.035 76.5483 8.45265 5.95475 68.0957 7.19477 60.9009
internal_count=4034 404 238 140 131 98 64 94 3630 105 68 59 166 3525 800 442 358 287 272 2725 1263 83 1462 1426 1416 101 55 1315 76 1239
is_linear=0
shrinkage=0.1


Tree=148
num_leaves=31
num_cat=0
split_feature=4 1 0 4 3 1 3 4 0 1 4 4 0 1 2 4 2 4 0 0 1 0 1 1 1 4 3 4 3 2
split_gain=0.11242 0.299211 0.683585 0.748401 0.666559 0.478744 0.460441 0.329522 0.375246 1.53111 1.20346 1.93146 1.06305 0.944773 0.827605 0.699348 1.01897 0.970238 0.551544 0.816465 0.513904 1.52517 1.69003 0.861578 0.678661 0.661758 0.637436 0.570784 0.512274 0.386379
threshold=42.141702038450013 58.167480110400007 85.121961326250016 39.011793722550003 0.093325000000000033 57.041016153700006 0.10507500000000002 42.066503896600004 86.162394622750014 62.079186690200011 41.481306584950012 41.872294782850005 87.350693116400024 65.536543845950021 -0.082424999999999998 39.577821550850011 -0.086139999999999994 41.147265497500008 97.674372337300014 97.878695155250014 62.052302108850007 87.009258933850006 64.665483411650015 61.982402197500001 65.29995953045001 40.984321400500008 0.12535000000000004 36.79544512155001 0.088350000000000026 -0.0019399999999999999
decision_type=2 2 2 2 2 2 2 2 2 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 -1 8 9 15 20 12 -12 -14 -13 -4 -17 -18 -15 -20 23 25 28 -10 -24 -22 29 -28 -23 -26
right_child=-2 2 7 -5 -6 -7 -8 -9 10 -11 11 14 13 18 -16 16 17 -19 19 -21 21 22 24 -25 26 -27 27 -29 -30 -31
leaf_value=-0.104958923978279 -0.0044739092590658884 -0.11124996334559643 0.046927328456040834 -0.11664036453776266 0.01079175245427224 0.068074107928636649 0.10308378278000391 0.037022046012311981 -0.008483775302629953 0.081052481656639086 -0.1238131754423909 0.033576555816897079 0.067182460445368047 -0.12318280050091897 -0.046989465462478258 0.02355537955283292 -0.05460109409697942 0.0051999918643856891 0.10763351594003608 -0.070912209259094458 -0.078508572943642163 0.020829709044408031 -0.072124573769840036 0.049012570849678132 0.008118722349199697 -0.016018587140320593 -0.0081603117204330621 -0.13241495188839311 0.084817658496715007 -0.011095949234493587
leaf_weight=0.36187594715011018 41.882172816444836 0.56468419267184788 3.1454273518174949 0.97482856948045071 2.1571005451260135 1.5076724952959919 0.15067734569311142 2.6587016298726658 4.7087609730660898 2.8664518455043426 2.4521463960409147 3.9771742666707723 0.69488070905208621 0.97014497272903133 1.8766569038998566 7.7888335883617463 5.2745012715458817 5.5867350809276104 0.34775716066360451 0.97191634558839723 3.1890508793294421 2.091610560193657 1.2905732784420241 5.8368748463690281 39.5004389725609 3.6163515187799931 0.83631905398578854 0.66260281286668032 3.1136048138141632 14.23718451556489
leaf_count=107 1690 111 30 117 34 30 2 25 30 34 29 53 7 24 40 49 39 35 2 67 26 41 16 50 837 27 25 35 38 384
internal_value=2.77169e-06 0.00152202 0.000886813 -0.0414559 -0.014528 0.0396905 -0.0437998 0.00221674 0.00141232 0.0123456 -0.00157123 -0.0321117 -0.0750288 -0.0349488 0.00774821 0.00330953 -0.00404683 -0.023841 -0.0659422 -0.0238623 0.00278901 -0.000373043 0.00457992 0.0233397 -0.000440977 -0.0453018 0.00123387 -0.0630874 0.0591054 0.00302801
internal_weight=165.294 123.412 121.391 3.69661 2.72178 2.02023 0.512553 117.695 115.036 24.6619 90.374 11.2907 5.43685 2.9847 5.85383 21.7955 18.6501 10.8612 2.28982 1.31967 79.0834 68.5377 61.7323 10.5456 56.5271 6.8054 55.2365 1.49892 5.20522 53.7376
internal_count=4034 2344 2205 262 145 139 109 1943 1918 187 1731 222 129 100 93 153 123 74 93 69 1509 1429 1376 80 1297 53 1281 60 79 1221
is_linear=0
shrinkage=0.1


Tree=149
num_leaves=31
num_cat=0
split_feature=3 3 3 3 4 3 3 3 2 4 2 3 0 2 3 2 3 2 2 4 3 2 2 4 0 0 4 4 1 0
split_gain=0.103966 0.532113 0.459333 0.591263 0.516305 0.448492 1.08219 0.841959 0.707852 0.698041 0.742846 1.08969 0.730101 0.686652 0.638406 0.408896 1.05131 0.423759 0.600853 0.410988 0.774266 0.379791 0.345476 0.494415 0.925214 1.59533 1.01244 0.713154 1.05166 0.628523
threshold=0.10249000000000003 0.10335500000000002 0.10433500000000002 0.10661000000000002 41.436838994450007 0.096515000000000031 0.094725000000000018 0.094375000000000028 -0.22403500000000001 41.646178195200001 -0.067109999999999989 0.098075000000000023 97.39208423365001 0.20949500000000004 0.095750000000000016 0.22598000000000004 -0.11223 0.20167500000000002 0.15844000000000005 40.098777110850008 0.076835000000000028 -0.63113999999999992 0.20167500000000002 40.280372415600006 89.953120586650016 94.773526014550015 39.577821550850011 41.770271989050009 62.020040611300011 90.533827542850005
decision_type=2 2 2 2 2 2 2 2 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 -4 6 7 15 -8 12 11 -11 -7 -14 -10 17 -17 18 21 20 -18 -1 23 24 26 -26 -5 28 -25 -29
right_child=1 2 3 22 -6 9 8 -9 14 10 -12 -13 13 -15 -16 16 19 -19 -20 -21 -22 -23 -24 27 25 -27 -28 29 -30 -31
leaf_value=-0.062701030286975365 -0.048309229849038814 0.03779323656542153 -0.059205375137506559 0.037875021756294647 0.0097591348090405733 0.039939774788449338 0.0082606332762584344 0.052128131651673654 -0.033849962151501121 0.037851282171751051 0.055521824094665141 -0.094339378370314309 -0.10917235177902213 0.011957923141722879 -0.13902352356954711 0.07774668552261671 0.070446519140850275 0.065825541219820732 -0.089571524347530698 -0.13598105031228686 -0.10872892739614728 0.00091480073010677854 0.045182396178962789 -0.0074408823549466071 -0.15967226884668306 -0.012522688734067092 -0.048154180985601987 -0.032749530800628313 0.061652923304612174 0.041587961888149123
leaf_weight=0.94733164502031186 2.5990120415808624 2.7531041377806096 3.3113981963470023 3.4557213624939376 1.61500140906719 10.078809174825439 1.1466364325897305 3.1120771059504468 1.1240757084888167 0.96367970270876036 0.93650536332279344 1.7670371389249337 0.65416839323370313 1.6442862903058992 1.1861650669015942 0.55578715317824423 0.39717746221867745 0.97717164841014792 0.74911529333621629 0.7517780783236957 0.61402809764695121 100.16407874880315 1.6701964205421962 4.3396869413554651 1.1195865690824578 2.1547483867725532 2.2643233295530081 5.0474798263167022 4.4739720785655663 1.4682235911495807
leaf_count=40 27 27 49 42 18 109 28 26 28 25 19 36 59 21 27 49 22 16 31 59 49 2885 30 26 21 94 18 69 42 42
internal_value=1.23425e-05 -0.00471258 -0.00134766 -0.00483271 -0.036597 0.00135369 -0.000891479 0.000867121 -0.0559704 0.0169879 -0.0213317 -0.0476888 0.0283415 -0.0225172 -0.08785 -0.000649935 -0.0421774 0.000286422 -0.00034231 -0.079984 -0.0383531 0.000318772 0.00118729 -0.00183364 -0.0204462 -0.0628372 0.00381971 0.00908715 0.0276324 -0.0159986
internal_weight=164.042 36.2725 33.6734 30.9203 4.9264 127.77 111.725 108.269 3.45688 16.0445 3.66722 2.73072 12.3773 2.29845 2.31024 105.156 2.31877 102.838 101.861 1.76298 1.01121 101.111 25.9939 24.3237 8.99438 3.27433 5.72004 15.3294 8.81366 6.5157
internal_count=4034 505 478 451 67 3529 3260 3177 83 269 80 61 189 80 55 3151 179 2972 2956 130 71 2925 384 354 175 115 60 179 68 111
is_linear=0
shrinkage=0.1


Tree=150
num_leaves=31
num_cat=0
split_feature=4 4 2 3 3 4 3 4 4 4 1 3 4 3 4 4 3 3 2 2 1 1 0 2 1 1 1 4 2 2
split_gain=0.10028 0.265085 0.341185 0.343933 0.154215 0.54786 0.269535 0.565304 0.265062 0.222948 0.239848 0.220626 0.167401 0.70766 0.159866 0.210701 0.206022 0.415761 0.190907 0.591901 0.932255 0.755228 0.591013 1.90881 1.08577 1.07502 0.91269 1.73632 0.511881 0.497905
threshold=49.283271594150008 49.420225120050006 -0.2351 -0.24338000000000001 -0.55648999999999993 48.86568841230001 -0.27628999999999998 32.724174661450007 40.467253020850002 32.724174661450007 69.238550691600025 -0.41441 48.778770352700008 0.076130000000000017 34.654301448200009 33.96174662340001 0.10546000000000001 0.096885000000000013 -0.06483499999999999 -0.053159999999999992 70.641925835650014 61.950140699950005 87.278104746850019 -0.044409999999999998 62.116825104000007 62.132955852800002 62.111448187750007 41.872294782850005 -0.058374999999999996 -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=4 -2 -3 -4 5 8 7 -6 -1 10 -8 -9 14 -14 15 16 17 -11 29 20 21 -20 23 -21 -24 26 27 -25 -23 -16
right_child=1 2 3 -5 6 -7 9 11 -10 12 -12 -13 13 -15 18 -17 -18 -19 19 22 -22 28 24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.073294904220287227 -0.11005225348670603 0.094634318335289236 0.020748566511377995 -0.11571955570568676 0.099362684330544085 0.089524153424836633 -0.012308577665429532 -0.11338130466601577 -0.1187258755165158 -0.046516603538075997 -0.11844419176895976 -0.02495587312763314 -0.025026731427693717 0.09616937121662722 -0.00048332992891050039 0.047081095652743168 -0.048996410001817342 0.091920991145423236 -0.0096976204532862511 -0.13851169386109013 -0.039418397165879117 0.088574947718194075 0.10376683996968035 0.0075985989633764531 0.0040115410883882858 -0.096814480879453768 0.089484514331694964 -0.10403925315463114 0.029662108942441347 -0.02415157369079169
leaf_weight=0.10087414459849131 0.30010891299025289 0.26441242552391475 0.43377447516468226 0.32159217043226818 0.2282814019563365 0.70023012906312943 0.6376267824707601 0.61894797082277353 0.2501650970443734 0.41089701971941328 0.319661341333358 0.51856725742254628 1.0647093008446962 0.87995583859446913 81.686040851387588 1.6607930548016154 0.61609485421649879 0.45957785789505579 2.1485577477142197 1.1757106981240237 1.752591004653367 2.9933460298925625 1.1271984986960877 11.516826226725241 34.073106033296426 1.2095526781049546 1.0861796308308829 1.5849009879457288 2.9073214039672179 9.973414423682696
leaf_count=21 14 9 13 219 31 5 46 70 38 34 105 30 26 21 1941 60 13 11 21 15 42 25 21 131 737 52 7 122 27 127
internal_value=1.06927e-05 -0.0274413 -0.00312991 -0.0373518 0.00023477 0.0384107 -1.50476e-05 -0.0442495 -0.0635471 0.000364245 -0.0477498 -0.0730702 0.000655156 0.0298142 0.000292553 0.022602 -0.0047459 0.0265732 -0.000165672 0.00414076 0.0266739 0.0410644 -0.000125244 -0.0156962 0.00720595 -0.00631832 0.00139669 -0.0059061 0.059548 -0.00305866
internal_weight=163.021 1.31989 1.01978 0.755367 161.701 1.05127 160.65 1.3658 0.351039 159.284 0.957288 1.13752 158.327 1.94467 156.382 3.14736 1.48657 0.870475 153.235 61.5753 9.80182 8.04923 51.7735 16.5732 35.2003 15.3975 14.1879 13.1017 5.90067 91.6595
internal_count=4034 255 241 232 3779 64 3715 131 59 3584 151 100 3433 47 3386 118 58 45 3268 1200 115 73 1085 327 758 312 260 253 52 2068
is_linear=0
shrinkage=0.1


Tree=151
num_leaves=31
num_cat=0
split_feature=1 1 2 4 1 3 3 1 4 3 4 4 4 2 4 1 0 1 2 0 2 2 0 1 1 3 0 0 2 0
split_gain=0.102966 0.592151 0.518705 0.603988 0.528623 0.632655 0.383307 0.601743 0.273387 0.133184 0.405849 0.263678 0.393853 0.181067 0.576692 0.85611 0.651234 1.27541 1.14917 0.733052 0.901367 0.625693 0.602076 0.954543 0.79183 0.649655 0.498747 0.473399 0.40327 0.668462
threshold=58.167480110400007 60.613977009100005 -0.43644499999999997 48.96897326980001 57.041016153700006 -0.23921499999999998 -0.15572 55.782817748650011 35.171584490050009 -0.27628999999999998 33.708131650200009 32.724174661450007 30.317390213800007 -0.06483499999999999 39.458743938000005 61.853356207250009 85.963448721100022 61.987779113750001 -0.058374999999999996 86.054856297550018 -0.054619999999999995 -0.054619999999999995 87.278104746850019 62.116825104000007 61.93938686740001 0.10507500000000002 86.643628628100018 86.420486603250012 -0.075639999999999999 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=2 8 -1 4 5 -4 -7 -8 -2 10 -3 12 -11 28 15 -15 17 -16 26 -20 -21 -17 24 -24 -22 27 -18 -26 29 -13
right_child=1 9 3 -5 -6 6 7 -9 -10 11 -12 13 -14 14 16 21 18 -19 19 20 22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.11091159588778604 0.034772457312548723 0.069112808803829195 -0.11233972552470109 -0.032476340333296459 0.080813429776839626 0.084947668504750815 0.053291670333765195 -0.12734435803951083 -0.11103456833067615 0.027080310610484316 -0.083590958984885555 -0.033389047580463425 -0.11720685359686911 0.10389387612760687 -0.091562009963147672 0.066335780834128777 0.10648152674127703 0.0054427379238279026 0.077546507833002279 -0.097924718260399085 0.032362294867178711 0.007332579299277605 0.1034930850174066 0.0022492980900790096 -0.10037271086136899 0.0023178070936155011 0.019270618465024439 -0.033157684902750277 -0.021116922888080258 0.0024471712161999509
leaf_weight=0.31659626215696324 0.15808881603879754 0.24462556387515988 0.36733341741637526 1.5096064945682881 1.8320338355842976 0.74877117891446643 0.48710295132332249 0.29677830368746072 0.68925045596552081 0.3217660046157097 0.60323883663295419 5.5823079438414416 0.45912013725910583 1.1140539597254271 2.2681834061513646 2.0133726520289228 1.4289763793349259 3.3679712292505428 1.1168132787570346 1.0081865433603514 1.8699534889310649 16.743453355702513 0.97306362912059086 21.662786432039866 1.9710991559550164 2.2099368833005428 1.2118739797297164 2.2370675932615995 10.127070602778984 77.039060626784703
leaf_count=6 34 12 98 33 40 29 78 51 64 81 59 311 48 16 38 30 11 72 6 12 12 267 20 580 25 22 34 19 132 1794
internal_value=1.37163e-05 -0.00046155 0.0133888 0.0208966 0.042486 0.00552937 0.0337793 -0.0150973 -0.0838312 -7.47371e-06 -0.0395329 0.000209117 -0.057753 0.000503129 0.0047252 0.0187246 -0.00200619 -0.0335953 0.00298239 -0.00209 -0.00487526 0.013666 -0.00184165 0.00660154 -0.0249012 -0.0415852 0.0664608 -0.0646411 -0.00228266 2.58992e-05
internal_weight=161.98 156.421 5.55822 5.24163 3.73202 1.89999 1.53265 0.783881 0.847339 155.574 0.847864 154.726 0.780886 153.945 61.1968 19.8709 41.3259 5.63615 35.6898 33.0489 31.9321 18.7568 30.9239 22.6359 8.28806 6.4181 2.64085 4.20817 92.7484 82.6214
internal_count=4034 3699 335 329 296 256 158 129 98 3601 71 3530 129 3401 1164 313 851 110 741 696 690 297 678 600 78 66 45 44 2237 2105
is_linear=0
shrinkage=0.1


Tree=152
num_leaves=31
num_cat=0
split_feature=3 3 2 4 1 3 2 3 4 1 1 3 2 3 3 4 3 2 3 2 2 3 3 4 4 2 0 1 4 3
split_gain=0.0977171 0.664 0.353359 0.601278 0.647136 0.688684 0.547161 0.657032 0.636359 0.741057 0.726243 1.40552 0.907494 0.632511 0.814862 0.927816 0.536541 0.761213 0.672796 0.650567 0.826357 0.867844 0.545527 0.6132 1.3355 0.519941 0.699563 0.362572 0.977752 0.34434
threshold=0.084360000000000018 0.083950000000000011 -0.061874999999999999 37.627645350900004 61.049507226200006 -0.50325999999999993 -0.076484999999999984 -0.092630000000000004 39.011793722550003 75.634392583900009 62.084563606450011 0.07907500000000002 -0.083064999999999986 0.083365000000000022 0.081765000000000018 41.066313126200008 0.049900000000000007 0.066710000000000019 0.079605000000000023 -0.046635000000000003 -0.041369999999999997 -0.067029999999999992 -0.27343499999999998 38.064633603500006 38.903925214650009 0.051245000000000013 94.300357383600002 62.084563606450011 40.098777110850008 0.085495000000000029
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -8 -5 10 11 -10 13 14 -12 -16 19 18 -18 -4 -21 22 -22 25 -25 -24 -27 -26 -29 -2
right_child=29 -3 16 6 5 -7 7 -9 9 -11 12 -13 -14 -15 15 -17 17 -19 -20 20 21 -23 23 24 27 26 -28 28 -30 -31
leaf_value=0.056827435531013118 -0.024869810735005229 0.083889351296986714 0.047456376521864845 0.071253626363565678 0.07648405304455079 -0.11353748549954895 0.007565194877602756 -0.07866646956445783 -0.004352832727062282 -0.10587096603204844 0.016504594310244976 -0.1497728696479684 0.10032566804294248 0.077216550520685046 0.024512735124429148 -0.1374806469142961 0.091004182689247648 -0.0060077312117407721 0.023267823088496939 -0.13087879692570184 -0.11414347271000025 -0.10154829284546252 0.10605089707260321 -0.16444126215155239 0.069508454965911001 0.089572609559383662 -0.12881791296962158 0.047477111307164206 -0.088447737214259303 -0.000232554612372206
leaf_weight=0.38931544408842711 5.9787662027520119 1.0172362043376768 1.8353004306554792 1.3718906706926706 0.22164629417238746 1.3672903064571071 1.7023423210193871 1.8371728351157788 6.4478495450021063 0.6311431688209258 5.3693158107562429 0.7410258454910944 1.3040064030792446 1.2031942952889947 0.61833057180047013 0.82570376707008108 2.4376077938213694 3.9616404149492155 3.6802090071723796 0.6074799746274947 0.35563591385653115 0.87320891061972616 1.0615200917236496 0.48115843167761374 0.86724756571493378 0.31844651047140349 0.27192418808408547 1.325112112623174 0.88110114853952826 110.87753016436454
leaf_count=78 105 30 12 49 10 152 11 31 226 402 184 23 60 59 3 63 81 89 52 6 85 27 8 9 66 10 40 15 57 1991
internal_value=1.93823e-05 0.00403576 0.00214615 -0.00590666 -0.0587198 -0.0870307 -0.00116887 -0.037193 0.00571882 0.000473565 0.00453904 -0.0193427 0.0229588 0.010374 -0.00142998 -0.0681156 0.0123537 0.0281426 0.050257 -0.00557162 -0.0193902 -0.00886603 0.00568429 0.0138692 -0.00952568 0.0642116 -0.0110179 0.0147268 -0.00680755 -0.00149308
internal_weight=160.861 44.0051 42.9878 24.0302 1.97825 1.58894 22.052 3.53952 18.5125 17.1406 16.5094 7.18888 9.32055 8.01654 6.81335 1.44403 18.9576 10.0795 6.11782 8.87814 7.04283 6.43535 5.56215 5.20651 3.55462 1.65189 0.590371 3.07346 2.20621 116.856
internal_count=4034 1938 1908 1351 240 162 1111 42 1069 1020 618 249 369 309 250 66 557 222 133 335 323 317 290 205 147 58 50 138 72 2096
is_linear=0
shrinkage=0.1


Tree=153
num_leaves=31
num_cat=0
split_feature=1 3 3 3 3 1 1 0 3 2 4 1 3 3 3 0 4 3 1 1 4 4 4 1 1 4 0 0 0 4
split_gain=0.0912835 0.515463 0.449315 0.430003 0.542013 0.418062 0.391242 0.848473 0.337454 0.456113 0.422028 1.09963 1.06782 1.53048 0.583301 0.966587 0.931529 0.846891 0.653668 0.430173 0.51599 0.332241 0.484734 0.704744 0.657026 0.478425 0.315596 0.559752 0.618196 0.589722
threshold=62.057679025150001 0.41214500000000009 0.12084500000000002 0.11243000000000002 0.10507500000000002 62.068432857650002 62.025417527550012 86.479632682150012 0.10157500000000001 0.11704500000000002 40.241071441700008 62.009286778800011 0.093325000000000033 0.082935000000000023 0.092465000000000033 87.170566421650008 41.50623664750001 0.091935000000000031 62.014663695050011 61.987779113750001 39.749124837650008 41.50623664750001 41.385032804600009 61.987779113750001 61.93938686740001 41.741384785950011 85.667718326750006 86.103248543850015 86.382848189450016 42.141702038450013
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 8 -8 9 10 11 12 13 19 15 17 -16 18 21 20 -1 22 23 24 -12 -23 -7 29 -29 -28
right_child=5 -3 -4 -5 -6 26 7 -9 -10 -11 14 -13 -14 -15 16 -17 -18 -19 -20 -21 -22 25 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.016657357794238867 -0.0453422689372526 0.054857924138884476 -0.036093333110911389 0.047846749537509808 -0.035178830403381309 -0.058902767301819176 0.051236537734256529 -0.023101562748397881 0.027603033708834091 0.055963831017588575 0.014039423216954143 -0.14751187893144244 0.08867897847360999 -0.10955661447340624 0.0070243627206812431 0.10540255054910577 -0.091539604606039895 0.07560518337336708 -0.058566635752954621 0.10538642707696846 -0.12179361622888552 -0.094031211401531617 0.10488775909061787 0.065337797507984435 -0.12130723037448735 -0.00041740496967555379 0.065184759257764013 -0.049825081304090246 -0.00057690941385474476 -0.0030418260566727976
leaf_weight=1.7785888859507464 2.1427405124995849 1.8839166066609312 2.9772584130987516 2.1323132840916506 3.6231923478771924 0.92459373527526523 4.6650774001609525 2.2886068783700466 4.0741526323836288 1.2489883266825916 1.0186189767846476 0.69906484641614941 0.8476538499817251 1.6434369984635848 2.2843296604696657 0.96704424917697807 1.652542379684746 1.4534182050265361 1.9371195667190466 0.43112894892692555 0.31718973070383061 0.57959192254929703 0.69093278172658745 1.3273084759712217 0.55358550348319102 9.3986242905775708 2.6195955052971831 2.6165966894477597 98.462397671871258 2.4534198851324618
leaf_count=139 18 18 32 29 37 165 52 30 33 39 38 9 10 33 19 10 39 8 19 3 4 14 7 10 58 314 30 27 2736 54
internal_value=1.8459e-05 0.00353544 0.00154557 0.00400237 0.0018522 -0.00160685 0.0052185 0.0267703 0.000663812 -0.00314325 -0.00581996 -0.0300103 -0.013641 -0.0344382 0.000505652 0.00816023 -0.0343489 0.0026153 -0.00422634 0.0144168 -0.00429678 0.00353152 0.0296177 0.0116814 -0.0336172 -0.00585503 -0.000731648 -0.000224972 -0.00185178 0.0321889
internal_weight=159.693 50.4737 48.5898 45.6125 43.4802 109.219 39.857 6.95368 32.9033 28.8292 27.5802 5.71706 5.018 4.17034 21.8631 17.9262 3.93687 16.9592 15.5058 2.52691 2.09578 13.5687 3.59045 2.89951 1.5722 9.97822 107.077 106.152 101.079 5.07302
internal_count=4034 1004 986 954 925 3030 888 82 806 773 734 198 189 179 536 478 58 468 460 146 143 441 113 106 96 328 3012 2847 2763 84
is_linear=0
shrinkage=0.1


Tree=154
num_leaves=31
num_cat=0
split_feature=3 3 1 1 3 3 3 3 2 0 4 0 2 0 0 2 3 1 3 3 4 3 3 1 4 2 4 3 2 4
split_gain=0.0952412 0.433808 0.37163 0.639865 0.500618 0.337889 0.874154 0.74251 0.571083 0.635071 0.525451 0.577102 0.393776 0.433229 0.447432 0.386802 0.889134 0.405441 0.652959 0.700458 0.505903 0.517926 0.497315 0.592605 0.552011 0.392918 0.727019 0.556567 1.21937 0.687555
threshold=0.10249000000000003 0.10335500000000002 61.901748453550006 61.93400995115001 0.10433500000000002 0.096515000000000031 0.094725000000000018 0.094375000000000028 -0.22403500000000001 87.170566421650008 42.066503896600004 97.39208423365001 -0.059424999999999999 85.877418060900013 89.705782438650019 0.22598000000000004 -0.11223 76.279622535200005 0.093905000000000016 0.093325000000000033 38.625745710700009 0.094175000000000023 0.081280000000000019 77.742143758150021 38.969453495950006 -0.092479999999999993 37.627645350900004 0.088075000000000028 -0.044409999999999998 42.488347682450005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 6 7 15 -8 -10 11 12 13 -7 -15 17 -17 18 19 25 21 -19 24 -24 -22 26 -1 -27 29 -29
right_child=1 2 3 4 -6 10 8 -9 9 -11 -12 -13 -14 14 -16 16 -18 20 -20 -21 22 -23 23 -25 -26 27 -28 28 -30 -31
leaf_value=-0.046361220746639856 -0.043817494140221395 0.034086413163894005 -0.059526372016981757 0.04334868337009852 -0.004796676227421779 -0.026983219664862664 0.0074473614494019449 0.049668068151566915 -0.016597362412760417 -0.12456763327044876 -0.031913872621200982 -0.019513454866302373 0.061756315259891718 0.056354943766971914 0.00027489186614269119 0.075618362928210461 -0.078435681191076467 -0.10585921844281639 -0.083607508985658399 0.0533783832543561 0.10597236236536629 0.10536728787204595 0.09172964011386682 0.022917166184357213 -0.033937226740276639 -0.00066519217293095417 0.010124325056506522 0.005003737676029167 -0.071915776710408261 -0.049259103758819076
leaf_weight=2.4560341738433555 2.6060377048561341 2.7036014538607551 1.9824083466082836 2.3588236581417759 25.586504413491639 1.546674300217999 1.1233015444740888 3.0417300748376865 0.9293957400368521 1.3163679638637402 2.0468153662768591 2.6205002101560231 3.2701239626039751 3.3524243831634521 2.4715671089943498 0.48717989499709835 1.6219135636492854 0.56365106596922387 0.96393425422138435 2.3189024727325878 0.32707319364999277 0.1461917906999588 1.6038514493848195 5.6966610719982782 2.0464498260280379 35.341432179895499 31.543092332416563 9.7737074901815522 3.8824338400736442 3.0680991678964338
leaf_count=178 27 46 13 24 395 22 28 26 18 37 57 90 41 28 31 49 130 227 18 28 5 1 35 315 472 691 764 108 90 40
internal_value=3.06062e-05 -0.00455533 -0.00141973 -0.00462727 -0.000732798 0.00133845 -0.000628046 0.000982528 -0.0507668 -0.0798848 0.0152445 0.0225232 0.0328755 0.0200621 0.0325559 -0.00047159 -0.0428507 0.000424632 -0.001749 -0.00085623 0.0191275 -0.0623572 0.0251066 0.0380346 -0.0146576 -0.00231751 0.00604391 -0.00777756 -0.0228073 -0.00796046
internal_weight=158.797 35.2374 32.6313 29.9277 27.9453 123.56 108.251 104.882 3.36907 2.24576 15.3081 13.2613 10.6408 7.37067 5.82399 101.841 2.10909 99.7315 89.3476 88.3837 10.3839 0.709843 9.67404 7.30051 2.37352 86.0648 33.9991 52.0657 16.7242 12.8418
internal_count=4034 505 478 432 419 3529 3260 3177 83 55 269 212 122 81 59 3151 179 2972 1917 1899 1055 228 827 350 477 1871 942 929 238 148
is_linear=0
shrinkage=0.1


Tree=155
num_leaves=31
num_cat=0
split_feature=1 0 3 1 1 0 2 4 0 0 1 3 3 4 4 3 1 1 4 4 4 1 1 0 1 4 1 2 3 2
split_gain=0.099497 1.28225 0.894823 0.77938 0.550766 0.974745 0.943879 0.665406 0.371368 1.04479 0.884918 0.407121 0.358739 0.320719 0.541609 0.518073 0.541534 0.462373 0.753423 0.377735 0.375755 0.374387 1.70382 1.13797 1.05696 1.13235 0.862196 0.834894 0.772528 0.678752
threshold=71.096275259700022 96.039789794050009 0.076615000000000016 70.776348742200014 70.171445662850019 94.773526014550015 -0.059424999999999999 41.741384785950011 93.399723909900004 94.047642319350018 69.238550691600025 0.087555000000000022 -0.10747999999999999 38.625745710700009 38.903925214650009 0.088350000000000026 64.307918480350011 61.622148808000013 35.782584506850007 36.242939472700009 37.73036952315001 66.964115113200009 67.649671936450019 90.407470010750018 64.02831883475001 39.952536079750011 62.837331883000012 -0.076484999999999984 0.097015000000000032 -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=3 2 -2 4 8 6 -6 -7 10 -10 13 -11 -3 15 -15 16 17 18 -1 -18 -19 23 -23 24 26 -26 -16 -25 29 -27
right_child=1 12 -4 -5 5 7 -8 -9 9 11 -12 -13 -14 14 21 -17 19 20 -20 -21 -22 22 -24 27 25 28 -28 -29 -30 -31
leaf_value=0.07266509391371255 0.0052380262990863544 -0.10547585859407918 -0.10473068143198659 0.050312325457308807 -0.14219563280106681 0.06966312190699353 -0.0020036004476856641 -0.048624311368460155 0.04478202662358273 0.012697647431035554 -0.080301315132093945 -0.062634044207489387 0.0019302147745522075 -0.061340995368310405 -0.001120723091640982 0.028963669069181543 0.00069844269968197823 -0.022181101023016438 -0.1330890101162566 -0.070283434230967279 0.10269950798046777 -0.12009852911323229 0.019166392530639786 0.10154510867670395 -0.16354171200532433 0.045245197947300364 0.060674801264319879 0.0074038076288973969 -0.11535785466500592 -0.10637329663255801
leaf_weight=0.34484289036481541 1.1594426555493549 0.3136485282650473 2.0451131582522066 3.1824778846930704 1.1904969533352412 1.0160495974123476 0.80498896946664844 0.89400599553482596 6.0135262914700416 1.3164961069851417 1.3630235339733179 1.5765217171283437 36.436242336645591 1.4844374563544978 71.962825194226753 9.1132346141530416 1.3873771354556086 0.33321048232755834 0.36776651151012629 1.6311366688460109 0.87012938363477588 1.3738695012871169 2.4364368111710064 1.892683190526441 0.77223080210387651 1.3274652479158251 2.3309684449923216 1.8755705407820631 0.66751476010540489 0.37972088046080887
leaf_count=58 77 186 266 38 49 10 37 41 67 20 20 21 1414 17 1110 115 23 59 52 21 9 46 39 30 14 79 39 24 21 32
internal_value=3.62514e-05 -0.00427651 -0.0649428 0.00149767 0.000143562 -0.0367646 -0.0856415 0.0142984 0.00144427 0.0210262 -0.000267032 -0.0283536 0.00101354 0.000817872 -0.00145803 0.0148325 -0.0112656 0.0303156 -0.0335214 -0.0376586 0.0681195 -0.000412471 -0.0310479 0.00102494 -0.00158631 -0.0583507 0.000818112 0.0546882 -0.0241436 0.0115215
internal_weight=157.863 39.9544 3.20456 117.909 114.727 3.90554 1.99549 1.91006 110.821 8.90654 101.914 2.89302 36.7499 100.551 86.5037 14.0477 4.93446 1.91595 0.712609 3.01851 1.20334 85.0193 3.81031 81.209 77.4407 3.14693 74.2938 3.76825 2.3747 1.70719
internal_count=4034 1943 343 2091 2053 137 86 51 1916 108 1808 41 1600 1788 1451 337 222 178 110 44 68 1434 85 1349 1295 146 1149 54 132 111
is_linear=0
shrinkage=0.1


Tree=156
num_leaves=31
num_cat=0
split_feature=3 3 4 3 3 4 1 2 3 1 3 3 4 1 1 2 2 0 3 3 2 0 0 4 0 3 2 2 3 3
split_gain=0.095882 0.0996145 0.592886 0.180308 0.301949 0.37191 0.278774 0.245425 0.240025 1.28507 0.425414 0.253774 0.480643 0.804601 0.62956 1.33644 1.00409 0.619886 0.281098 0.754894 0.43919 0.540075 0.539726 0.669516 0.630672 0.564887 0.529804 0.34906 0.31767 0.611821
threshold=0.4381000000000001 0.21629500000000004 41.872294782850005 0.11660000000000002 0.11278000000000003 38.539340721750001 65.687097501250022 -0.054619999999999995 0.11002000000000002 62.837331883000012 0.10932000000000001 0.10249000000000003 41.827117825850003 62.009286778800011 61.998532946250002 -0.070909999999999987 -0.094519999999999993 89.953120586650016 0.096515000000000031 0.096010000000000026 -0.059424999999999999 85.764502819450016 86.756543869550015 41.646178195200001 89.705782438650019 0.10010000000000002 0.17076500000000003 -0.63113999999999992 0.093325000000000033 0.094725000000000018
decision_type=2 2 2 2 2 2 2 2 2 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 -5 10 -10 11 18 14 -14 -13 16 -16 -17 19 27 21 -20 -23 24 -24 -25 -22 -1 -29 -30
right_child=-2 2 -4 6 5 -7 -8 -9 9 -11 -12 12 13 -15 15 17 -18 -19 20 -21 26 22 23 25 -26 -27 -28 28 29 -31
leaf_value=-0.060540823348687794 -0.033016177940947987 0.043318771267728866 -0.026326863606247048 -0.046377341768593719 0.074347253727306967 0.0046638737942375349 0.014611103735228457 -0.0052557931629459752 0.024482246462765016 -0.10765929215120043 0.054826629586003997 -0.059499242876181579 0.088939019993304586 -0.018815645972570703 -0.012668075679900977 0.068107348272471294 -0.13937531785538113 -0.0077330599472253785 -0.068545755047245846 -0.079307812146343748 0.069378055304210415 0.056942510637130239 0.055246824894985697 -0.11644067852740154 -0.015916434017987775 -0.0043289564364431534 0.0053827674867114369 -0.00065084184261866461 0.034829758584215047 -0.027659340913017638
leaf_weight=0.93022934560393267 0.87338617426575993 2.9105831468696115 2.1072794224892277 2.9921692570205778 1.2190596083019039 2.0604681309705484 2.3140719513430668 2.8185302698984724 1.8621611726703116 1.2168801836596683 1.4259070724947367 3.2936796266585571 1.12254832079634 1.8107647555152651 1.5784404059413639 2.0214595745201231 1.035844936763169 2.3084906743570173 0.9840200433973213 1.2003595524001855 2.6171396738936883 1.8881027307361344 2.2158807367086411 0.82821156820500597 2.8433403849121532 0.98267182137351483 2.558160554675851 95.977461681694209 6.4045071357431862 2.0742572419258067
leaf_count=42 31 37 30 36 19 33 52 25 13 40 13 28 9 39 34 19 20 27 24 28 47 14 21 26 73 23 41 3038 98 54
internal_value=2.45786e-05 0.000210034 0.0140707 -0.000251838 0.000574535 0.0305664 -0.0147415 -0.026431 -0.000132168 -0.0277419 0.000492452 -8.28233e-05 -0.0132673 0.0224209 -0.0234925 -0.00641431 -0.0628726 0.0276734 0.00134639 -0.000453021 0.0142033 0.00169735 0.00958945 -0.00342454 0.0152523 -0.0556035 0.0377451 0.000445141 0.000988248 0.0195423
internal_weight=156.476 155.603 5.01786 150.585 142.46 3.27953 8.12477 5.8107 139.181 3.07904 136.101 134.676 13.1712 2.93331 10.2379 6.94424 2.61429 4.32995 121.504 106.587 14.9175 9.74223 8.75821 6.8701 5.05922 1.81088 5.1753 105.386 104.456 8.47876
internal_count=4034 4003 67 3936 3823 52 113 61 3771 53 3718 3705 176 48 128 100 54 46 3529 3260 269 181 157 143 94 49 88 3232 3190 152
is_linear=0
shrinkage=0.1


Tree=157
num_leaves=31
num_cat=0
split_feature=0 3 1 1 2 3 3 0 3 4 0 4 2 4 3 4 4 4 0 4 2 0 2 4 3 2 1 0 3 3
split_gain=0.095876 0.420344 0.168027 0.574383 0.457922 0.286384 0.529638 0.979611 0.222925 0.135943 0.125145 0.300326 0.131657 0.121851 0.476065 0.275432 0.578123 0.337299 0.276908 0.255235 0.359452 0.139439 0.135364 0.65728 0.942784 0.675568 0.654468 0.694213 0.578354 0.469354
threshold=71.131225215400022 0.049900000000000007 58.167480110400007 60.613977009100005 -0.23349 -0.15572 0.10184000000000003 78.626646483100004 -0.23921499999999998 35.419594101850009 82.250688042950017 50.205949521800008 -0.55354000000000003 44.421469061800003 0.076130000000000017 48.86568841230001 49.122847560300009 48.226196960950006 99.994511703900017 47.927946529500012 -0.60918499999999998 100.27142289135001 -0.13953999999999997 39.792680591700012 0.12201500000000003 -0.14429 71.322105742700003 87.009258933850006 0.10828500000000003 0.09013000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 9 8 -6 7 -7 -2 -4 11 12 -5 22 -15 17 -17 19 -18 20 -16 -20 23 25 26 -12 27 -25 29 -28
right_child=2 -3 3 10 5 6 -8 -9 -10 -11 13 -13 -14 14 15 16 18 -19 21 -21 -22 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-0.11244806123664504 -0.045367123750834494 0.0501267488235854 -0.014930422174753783 0.10016093524050483 0.08929361413301834 -0.12004318306085854 0.1059975403830546 0.10253543561388137 0.016403465825810714 -0.1101833869577253 -0.037239586178313501 0.10362744242796174 -0.10557201852020717 -0.10751245503826685 0.071952697835463861 0.10469294126843626 -0.10504254019820687 -0.14865663042271679 0.10481293767820998 0.071687193036224214 -0.074616345647970969 -0.10204065615873439 -0.0005619114296186652 0.012583936025472376 -0.058551276717353301 0.075972838352817332 0.013687847477780846 0.068192870680775036 0.10235017893944798 -0.057554541610980552
leaf_weight=0.34987615002682915 1.0877105463878254 0.29157133190892637 0.20163106308609613 0.033958342391997576 1.0436899342312247 0.4848738565633528 0.44772240519523621 0.33390732854604721 1.2622331083402967 0.58320893903146498 4.2932429761326603 0.10214841365814209 0.37023435167429752 0.51249736028785209 0.22544429149274936 0.57328765664715298 0.29109324885939714 0.20638739383866767 0.1324833482503891 0.28816599194760784 0.64902478983094658 0.043218782089752494 126.72670161328824 4.1792370798066241 1.4160714453610115 0.60085269454248447 2.065280130369501 4.850382661446929 0.44527618271240488 1.6745403553286449
leaf_count=175 23 16 24 7 28 71 3 5 25 63 259 1 210 159 7 9 63 18 1 8 156 134 2254 33 25 17 121 48 9 62
internal_value=3.21006e-05 -0.0385493 0.000191637 -0.000387567 0.0188927 0.0505083 0.0185463 -0.0292733 -0.0121881 -0.0857122 5.98304e-05 -0.0495708 -0.0882873 0.000228292 -0.019993 -0.00137465 0.0374181 -0.0308465 -0.0452046 -0.00993323 -0.0368298 0.0539316 0.000632244 0.00838293 0.0189946 -0.0233404 0.0273043 0.042455 -0.00538436 -0.0182116
internal_weight=155.766 0.641447 155.125 150.464 4.66014 2.31019 1.2665 0.818781 2.34994 0.78484 149.68 0.506341 0.404193 149.173 2.9216 2.40911 1.04008 1.36902 0.466795 1.16264 0.874469 0.175702 146.252 19.5249 14.6308 4.8941 13.2147 9.02962 4.1851 3.73982
internal_count=4034 191 3843 3688 155 107 79 76 48 87 3601 218 217 3383 555 396 207 189 198 171 163 135 2828 574 298 276 273 81 192 183
is_linear=0
shrinkage=0.1


Tree=158
num_leaves=31
num_cat=0
split_feature=1 0 1 0 4 4 4 1 4 2 4 4 1 3 0 2 0 3 2 3 1 4 4 1 4 3 3 3 0 4
split_gain=0.0957153 0.419435 0.995167 1.05275 0.754232 0.826161 0.71615 0.57397 0.932967 0.549161 0.803082 1.53329 0.549409 0.516759 0.508641 0.647967 0.434997 0.392487 0.356779 0.835226 0.819445 0.354872 0.33576 1.07128 0.900074 0.459692 0.788706 0.674967 0.801308 0.601206
threshold=62.057679025150001 87.170566421650008 62.068432857650002 86.89903215050002 40.280372415600006 38.478081868400004 38.064633603500006 64.665483411650015 41.685324604100011 -0.081354999999999997 42.047301293400004 43.426640904350009 62.111448187750007 0.088350000000000026 89.415428960600011 -0.098419999999999994 89.493394246350007 0.41214500000000009 -0.075639999999999999 0.10040500000000002 62.132955852800002 43.120094701700005 39.577821550850011 61.950140699950005 40.137820134150012 0.087795000000000026 0.08895500000000002 0.087555000000000022 86.20003303655001 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=17 2 -2 4 5 6 -4 8 13 10 -6 -12 -11 -3 15 -9 -16 22 -14 20 -20 -10 23 -1 -24 27 -27 28 -26 -28
right_child=1 7 3 -5 9 -7 -8 14 21 12 11 -13 18 -15 16 -17 -18 -19 19 -21 -22 -23 24 -25 25 26 29 -29 -30 -31
leaf_value=-0.00057142942099130641 -0.088426438341273658 0.01358620999171449 -0.072422729371499073 -0.096813576124772011 0.013998218173675154 -0.10581413541755849 0.10437389409998324 -0.15020682236756086 -0.013554290427942742 -0.0072125428467785125 -0.10171996551312663 0.029265506998769383 0.099692376551434314 0.081475812021679417 0.078987106818878938 0.0053059882277189697 -0.001790660026693395 0.049789883867015258 0.065894997204007044 0.089736924249835689 -0.1139356569561272 0.030928265954093544 -0.052872494211377935 0.087775466765443011 -0.0088051578207369932 -0.06624432174194661 0.04820819815187817 0.090648044085612375 0.041073340152006511 -0.0066109949592931573
leaf_weight=5.4444197667216931 1.6715192043921003 1.7979479059576977 0.45084347344528142 1.2449881490319956 6.0976840980583855 1.3378052709449546 0.46586747304536402 0.52216595267236698 5.6918647270649654 2.2721152608282784 2.0759685027878736 1.5691710853716356 1.2166508666705342 2.9787080138921738 0.67302579618990321 0.55028914517606498 70.458002409633082 1.7796084880828846 0.45734185352921508 1.1759496370796112 0.56820989475090755 2.6185425724834204 3.1592274056747547 1.8351778468477276 8.436119970494472 2.0028969004633863 2.2552503058686879 1.1303863525390614 5.2100309524685136 17.717078963127278
leaf_count=213 17 42 36 23 35 17 5 18 39 25 45 84 71 40 8 22 2417 18 4 16 42 24 30 22 398 36 17 5 50 215
internal_value=3.28585e-05 -0.00165775 -0.0144624 -0.00793231 -0.00167617 -0.055704 0.0174243 0.00143555 0.0207042 0.0062164 -0.00819969 -0.0453329 0.0308995 0.055922 -0.00205695 -0.0704114 -0.00102636 0.00368868 0.0562333 0.0322159 -0.0337407 0.000461806 0.00195016 0.0217007 -0.00165226 0.00275069 -0.00642025 0.0163894 0.0102382 -0.000420881
internal_weight=154.865 105.895 20.6041 18.9326 17.6876 2.25452 0.916711 85.2905 13.0871 15.4331 9.74282 3.64514 5.69027 4.77666 72.2035 1.07246 71.131 48.9702 3.41815 2.2015 1.02555 8.31041 47.1906 7.2796 39.911 36.7518 21.9752 14.7765 13.6462 19.9723
internal_count=4034 3030 420 403 380 58 41 2610 145 322 164 129 158 82 2465 40 2425 1004 133 62 46 63 986 235 751 721 268 453 448 232
is_linear=0
shrinkage=0.1


Tree=159
num_leaves=31
num_cat=0
split_feature=3 3 2 4 2 3 3 3 1 3 3 2 0 3 2 3 2 4 4 4 1 1 0 1 0 3 2 3 2 1
split_gain=0.0830203 0.565986 0.319731 0.473465 1.15832 0.823053 0.561132 0.596142 0.542504 0.468078 1.16725 0.612814 0.60657 0.427526 0.614206 0.612993 0.524434 0.709614 0.408986 0.39881 0.333358 0.555332 0.682449 0.476204 0.541294 0.32763 0.320738 0.696851 0.40911 0.813563
threshold=0.084360000000000018 0.083950000000000011 -0.061874999999999999 41.243661560350013 -0.094519999999999993 -0.085699999999999998 -0.11789499999999999 -0.10747999999999999 58.167480110400007 0.082535000000000011 0.081765000000000018 -0.097294999999999993 95.620390325650007 0.049900000000000007 0.066710000000000019 0.079605000000000023 -0.054619999999999995 41.770271989050009 41.898943182100005 37.627645350900004 62.55235532115001 67.300172379550006 93.899777122150013 62.132955852800002 86.479632682150012 -0.24800999999999998 -0.037054999999999998 -0.092630000000000004 0.04932000000000001 70.077349628250019
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -8 -1 10 12 18 20 16 15 -15 -4 26 -11 -9 23 -22 -23 24 -5 -26 -18 28 -28 -30
right_child=-2 -3 13 9 5 -7 7 19 -10 11 -12 -13 -14 14 -16 -17 17 -19 -20 -21 21 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.063342571633403358 -0.0013658409626625663 0.081690504662836644 0.086270036470973505 -0.010015296051188338 0.00024369600194413963 -0.13126290537243368 0.097809305123584461 -0.074983971305089922 -0.10845578644928687 0.039451067143380245 -0.14504975755058797 0.081126853533403806 -0.10542869877958697 0.088544394248425862 -0.0039220312914034321 0.021381804941767418 -0.029745206275075931 -0.12315997550453675 -0.10750660465525708 0.01897548917074679 0.085021917894044854 -0.12273223367104896 0.063981659547147476 -0.063222969675721996 0.0091564529170257043 0.073634977027216275 0.061703532796749755 -0.064413157385215733 0.048472796271094021 -0.11284154087361405
leaf_weight=0.24536953918868665 112.30168948852952 0.91397356252855289 0.58967820182442654 6.4041464744987007 0.7065577567846052 1.4579645017111058 0.77230481096194159 0.58452953152300358 0.73261642212764855 0.41014368832111392 0.55972386397479645 1.5497025231088617 0.50190508081323137 2.2075492660514993 3.9782729908911278 3.5351227806095267 2.8019462451338768 0.53069310016508087 0.3518223564242362 1.9884564197091092 1.2535807774402195 0.36327877708390577 0.42450782470405102 1.0849998404737551 1.6162632927298548 1.5378841422498224 2.1012693504453637 0.90785977931227746 0.88418710723635718 0.4836575147419353
leaf_count=42 2096 30 8 181 22 44 31 83 164 3 64 23 329 81 89 52 16 142 65 71 40 38 77 11 7 56 50 25 19 75
internal_value=4.62609e-05 0.00386935 0.00211599 -0.00582105 -0.0286196 -0.0883356 0.0012782 0.0207576 -0.0653528 0.00339012 -0.00361127 0.0450237 0.00239231 0.0120463 0.0262784 0.0471999 -0.00462366 -0.0115758 -0.0284037 -0.00237017 0.00665855 0.0436749 -0.0221193 -0.000441126 0.00668549 0.0405946 -0.00332703 0.0135847 0.0339966 -0.0085665
internal_weight=153.782 41.48 40.566 22.5458 6.4878 2.16452 4.32328 3.34529 0.977986 16.058 13.7463 2.31167 13.1866 18.0202 9.72095 5.74267 8.29929 7.70961 0.761966 2.57299 12.6847 2.04137 0.787787 10.6433 9.55829 3.15415 7.17892 4.37697 3.46911 1.36784
internal_count=4034 1938 1908 1351 457 66 391 185 206 894 803 91 739 557 222 133 335 327 68 154 410 155 115 255 244 63 185 169 144 94
is_linear=0
shrinkage=0.1


Tree=160
num_leaves=31
num_cat=0
split_feature=3 0 2 3 4 4 1 1 2 2 2 3 4 4 4 1 4 1 1 2 0 1 3 1 2 4 2 0 4 1
split_gain=0.0814684 0.327136 0.570725 0.231649 0.480488 0.173404 0.130665 0.507285 0.445044 0.502683 0.633968 0.260022 0.341077 0.214076 0.375652 0.164793 0.140786 0.671436 0.78983 0.595337 0.673246 1.1712 0.652244 0.60693 0.575413 0.665776 0.549208 0.669083 0.61059 1.10859
threshold=-0.55648999999999993 76.451683855550016 -0.23349 -0.27628999999999998 32.724174661450007 40.040005255000004 57.772276765200012 60.613977009100005 -0.43644499999999997 -0.23375499999999999 -0.23349 0.10184000000000003 41.32819714970001 32.724174661450007 30.317390213800007 68.34060567600001 39.458743938000005 62.272755675600003 61.982402197500001 -0.16276499999999997 94.354126546200021 62.084563606450011 0.098105000000000026 61.622148808000013 -0.59502499999999992 48.96897326980001 -0.14429 89.582113364650013 35.419594101850009 78.285212300550015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -6 8 -8 -5 -10 -11 12 -12 14 15 -9 17 18 -15 20 21 -18 -23 -21 -22 -26 27 -19 -29 -30
right_child=3 -3 -4 6 5 -7 7 13 9 10 11 -13 -14 16 -16 -17 19 26 -20 23 24 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.11261456989935015 0.096637537208898838 0.086882718280232182 0.098455785764276729 -0.10999295612861115 -0.032387853080267023 -0.11672444944394103 -0.074013991668192197 -0.10220840673253305 0.095270923308627173 -0.10589157668896804 -0.10972596910451221 0.098180054621353513 0.029178455262990816 0.016400243718357601 -0.11533594284540721 0.07361152827927718 -0.031183907523561507 -0.12973835412666676 0.10571810910170872 -0.11909972459627759 0.029822800565652459 0.084251007935606581 -0.0030123171966070306 -0.0031549793650341275 -0.077467292613580346 0.073117230902783506 0.0048435927305552646 0.054595565131120918 -0.11032814798645663 0.053979557329705774
leaf_weight=0.31338752840747475 0.20053709502098971 0.49221198127634125 0.21668288739601738 0.2464585788547996 0.50241083395485475 0.47362064351727895 0.92647323635901457 0.069840784266488209 0.85136774361308232 0.41915116365999061 0.2050449248636127 0.43175092246383417 1.2821566273778442 3.9123683383659218 0.41856885067909388 0.22521526250693569 1.7011494431935696 0.64600546332076492 1.3254666281354728 0.45355541372555208 1.6868180772271446 3.8714713979861699 1.0998792952741494 98.579867970502164 1.6005653999272906 0.35956641426309932 27.674199516795852 0.83207708229383603 1.1067712371295781 0.65285877052519925
leaf_count=24 31 18 24 5 34 67 86 12 46 24 54 4 87 77 48 69 78 17 14 9 65 135 14 2102 156 11 548 27 58 90
internal_value=4.32383e-05 0.0281785 -0.026333 -0.000146292 -0.0443457 -0.0733123 0.000199066 -0.000251077 0.0194763 0.0294807 0.00552471 0.029861 0.0100273 0.000216309 -0.0544206 0.0319943 0.000484279 0.0058944 0.0390027 -0.00130419 0.0215533 0.0404367 0.0649446 -0.00368599 -0.0129959 -0.0498441 0.000284408 -0.038685 -0.0159892 -0.0493666
internal_weight=152.777 1.02228 0.53007 151.755 1.17657 0.976031 150.579 147.143 3.43593 3.18947 2.3381 1.91895 1.4872 146.216 0.713625 0.295056 145.503 36.1497 5.23783 109.353 10.3195 6.6725 4.97135 99.0334 3.64695 1.96013 30.9119 3.23771 2.59171 1.75963
internal_count=4034 66 48 3968 132 101 3836 3616 220 215 169 145 141 3530 129 81 3401 831 91 2570 459 227 149 2111 232 167 740 192 175 148
is_linear=0
shrinkage=0.1


Tree=161
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 4 4 4 4 4 2 3 4 3 3 1 4 4 3 4 4 0 2 3 0 1 1 4 1 0
split_gain=0.0854734 0.410579 0.378874 0.747241 0.765317 0.616787 0.655329 0.630971 0.547906 1.57639 0.512466 0.676478 0.678466 0.728002 0.647533 0.46948 0.778898 0.581259 0.45583 0.407956 0.526266 0.381517 0.555283 0.366134 0.365497 0.283645 0.920126 0.810678 0.653227 1.25254
threshold=62.052302108850007 62.046925192600007 87.170566421650008 86.89903215050002 62.068432857650002 40.280372415600006 38.478081868400004 38.064633603500006 42.957059535450007 43.426640904350009 -0.067109999999999989 0.091935000000000031 41.681597818500002 0.079430000000000014 0.10040500000000002 64.665483411650015 41.685324604100011 43.157831852650006 0.088350000000000026 43.525909308350002 44.262924377150007 89.415428960600011 -0.098419999999999994 0.41214500000000009 89.493394246350007 66.351146659450009 66.590419433100024 36.124181380200007 67.649671936450019 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 23 3 4 -2 6 7 -6 10 -10 11 12 -7 -14 -12 16 18 -18 -4 -11 -21 22 -17 -1 -23 27 -27 -26 29 -28
right_child=2 -3 15 -5 5 8 -8 -9 9 19 14 -13 13 -15 -16 21 17 -19 -20 20 -22 24 -24 -25 25 26 28 -29 -30 -31
leaf_value=-5.2019133135090468e-05 -0.063974827013541707 0.050899109051678972 0.012124997820977482 -0.091009034767837726 -0.067332485538139766 -0.015219918680286699 -0.095476603765478715 0.10377586667897679 -0.17675459595099946 0.097546642758208471 0.0048448931387803417 -0.035493501076491477 -0.024567380097000453 0.07890326298108577 0.095323049455193209 -0.14117839565835158 -0.015875799420895113 0.039623789606095632 0.078153960386142432 -0.10855157503488205 0.027237503029163963 0.074611876188017887 0.0069527515088870229 0.047135375862273725 0.020719704041597776 0.059840129328313299 0.031472447956736413 -0.053987877551745958 0.00021184652175458807 -0.10343691482790621
leaf_weight=43.296621680958197 2.2407320945640157 1.7656397763639677 1.69187806919217 1.1790735442191351 0.43996970770240595 2.8305040560662782 1.3277488738240206 0.42242659977637231 0.61326016037492026 0.40710341837257136 1.6416335580579411 3.1930153452558443 0.9326747172744948 2.5097973085939884 1.5265314704156479 0.47724599371940712 6.0315916184335929 2.7463070563971996 2.7367297448217869 0.42427613768086281 0.87204921059310436 0.63502524606883426 0.53870720248960313 1.7092380076646794 2.5125801395624867 2.4981668014079323 1.1569454148411744 3.4427379220724106 58.244947062819165 1.698517437034752
leaf_count=956 33 12 42 23 36 16 17 5 30 8 29 38 12 78 16 18 42 23 40 20 75 8 22 18 22 30 11 42 2256 56
internal_value=4.02906e-05 0.00359584 -0.00154392 -0.0137167 -0.00901471 -0.00183013 -0.0513918 0.0164813 0.00543015 -0.0392752 0.0136276 0.00197618 0.0210487 0.0508698 0.0484404 0.00142111 0.018738 0.00148814 0.0529287 0.0102195 -0.0172051 -0.00179068 -0.0626321 0.00174007 -0.000910025 -0.00159954 0.000354601 -0.0224684 -0.00207754 -0.0487758
internal_weight=151.744 46.7715 104.972 20.5608 19.3817 17.141 2.19015 0.862396 14.9508 2.31669 12.6342 9.46599 6.27298 3.44247 3.16817 84.4114 13.2065 8.7779 4.42861 1.70343 1.29633 71.2049 1.01595 45.0059 70.1889 69.5539 63.5986 5.95532 61.1004 2.85546
internal_count=4034 986 3048 436 413 380 58 41 322 133 189 144 106 90 45 2612 147 65 82 103 95 2465 40 974 2425 2417 2353 64 2323 67
is_linear=0
shrinkage=0.1


Tree=162
num_leaves=31
num_cat=0
split_feature=2 2 4 2 1 2 1 0 1 0 0 2 2 3 3 4 3 2 1 4 0 1 1 4 0 2 4 2 2 1
split_gain=0.0852457 0.737365 2.13561 0.794399 0.821229 0.479398 0.463228 0.275341 1.66638 0.749486 1.06545 0.501788 0.423815 0.32982 0.670293 0.341173 0.326402 0.308949 0.667681 0.369597 0.38506 0.391481 0.29643 0.381195 0.328769 0.299028 0.618076 0.281665 0.8147 0.494143
threshold=-0.085584999999999994 -0.081354999999999997 41.806790701050012 -0.08262499999999999 61.907125369850007 -0.087234999999999993 62.046925192600007 86.256490657300006 62.00390986255001 85.705356740550016 85.334349518600007 -0.08786999999999999 -0.092710000000000001 0.12535000000000004 0.12084500000000002 37.198331469900005 0.089505000000000015 -0.093879999999999991 62.041548276350007 42.522337019050006 97.39208423365001 64.02831883475001 61.778079379550007 44.756878345700009 71.131225215400022 -0.23349 48.96897326980001 -0.11103999999999999 -0.11572 70.332753150650021
decision_type=2 2 2 2 2 2 2 2 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 6 -5 7 -4 9 -9 10 22 -12 16 14 17 -15 -11 18 -10 20 21 -19 24 -24 -1 26 -26 28 -20 -29
right_child=1 -3 3 4 -6 -7 -8 8 13 12 11 -13 -14 15 -16 -17 -18 19 27 -21 -22 -23 23 -25 25 -27 -28 29 -30 -31
leaf_value=-0.070422090543064322 -0.13006814227562744 0.00076818793635784167 0.056524183298411558 0.025795910006051848 -0.1204759447342862 0.04163053544821009 -0.013258772168557087 -0.11702750020142559 0.1039275132662878 0.065734867960901069 -0.11873675456625805 0.0006474191741231961 -0.0027637893084805024 0.0063333852935087975 0.087384571273017117 -0.082418779602910427 0.023987823866510275 0.0068271189642243619 -0.00050223976972806875 -0.059555373532774417 0.034650705061530396 -0.058944074842691208 -0.1112717673615195 0.05310175214877097 0.024422080386458381 0.041096657076338639 -0.084875235289252823 0.036105887105723038 -0.10445032463284568 -0.012687542802662495
leaf_weight=0.43895357484143627 1.7150416446538645 78.392177890556013 1.9691373559180645 0.64477802440524123 0.94842967357180896 3.027218858303967 1.8402361565676981 1.257380099967121 0.65362883359193347 3.0734588606283069 1.1778380533214656 0.50217313319444645 3.2217886773869377 0.78488978348468552 0.89245738461613555 0.96644528250908479 4.7942816261202097 1.9202682897448604 21.684078513031867 1.7215396717074325 1.6046873874693117 1.7116381612140683 0.43813833449348738 0.20809487742371857 1.9081157075997905 2.9827549436013219 0.70988536160439242 5.3165685627609509 0.7811507359292581 3.4046946273565482
leaf_count=105 61 1749 27 4 68 42 28 11 11 26 64 2 29 13 8 30 35 8 1017 36 40 43 136 52 88 86 18 45 19 133
internal_value=4.6655e-05 -0.00202992 -0.0328478 -0.00198529 -0.0612791 0.00277083 0.0228134 0.000878191 -0.00361451 0.0107384 -0.011859 -0.0830516 0.027786 -0.000173482 0.00170047 -0.042643 0.0402959 -0.000270482 0.00390106 -0.0193593 -0.00614473 -0.0241694 0.00602989 -0.0583415 0.0129175 0.0194491 -0.00521449 0.00180463 -0.00411668 0.0170574
internal_weight=150.692 85.5098 7.11762 5.40258 1.59321 65.1821 3.80937 62.1549 42.6994 19.4555 8.36595 1.68001 11.0895 41.442 39.6907 1.75134 7.86774 38.7983 31.8401 6.95813 5.23659 3.63191 6.68594 0.646233 6.03971 5.60076 2.618 31.1865 22.4652 8.72126
internal_count=4034 1937 188 127 72 2097 55 2055 1414 641 551 66 90 1403 1360 43 61 1352 1225 127 91 51 485 188 297 192 106 1214 1036 178
is_linear=0
shrinkage=0.1


Tree=163
num_leaves=31
num_cat=0
split_feature=0 0 4 3 4 3 3 2 1 0 3 3 1 4 4 0 1 3 3 3 3 3 3 3 0 2 4 4 0 3
split_gain=0.0800632 0.567126 0.824737 0.867913 0.529978 0.563893 0.535963 0.590366 1.33966 0.50555 0.396314 1.14329 0.665536 0.334963 0.325646 0.749798 0.355613 0.324011 0.653976 0.423665 0.588385 0.306471 0.303426 0.27635 0.241902 0.230012 0.212064 0.68331 1.14601 0.651399
threshold=85.812895065800021 85.995710218650018 40.636252116050009 0.10661000000000002 41.319407281650008 0.086955000000000018 0.089415000000000022 -0.091919999999999988 61.93938686740001 86.054856297550018 0.10184000000000003 0.08481000000000001 62.009286778800011 41.741384785950011 41.571132012400007 81.87699236280001 64.665483411650015 1.0000000180025095e-35 -0.15572 -0.25095999999999996 -0.55648999999999993 0.095750000000000016 -0.24238499999999999 0.092260000000000023 85.732241321850012 -0.055334999999999995 41.243661560350013 41.898943182100005 86.162394622750014 0.086030000000000009
decision_type=2 2 2 2 2 2 2 2 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 21 10 14 -7 -8 -9 -3 11 24 23 -10 -6 17 22 18 19 20 -16 -4 -17 -13 -1 -12 -11 28 -28 -30
right_child=1 9 3 -5 5 6 7 8 13 26 25 12 -14 -15 15 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0095137241961550222 0.0050384747647347419 0.048792280767173762 -0.062858225572058987 0.0071444570696010904 0.045447318879555089 0.089631039930757508 0.063124148197434574 -0.1366927989272291 0.058053404493931107 0.003461473406423483 0.024973482373002814 -0.10458847518400856 -0.17048632221680018 -0.011509084391600068 0.030247877137406311 0.0011248643838052887 0.048436351814556855 0.08045502091315547 -0.11706017983501463 0.065647194487341132 -0.11375586786157846 -0.13385035128154962 -0.11402023120206127 -0.025381503229411691 0.10780320928029059 -0.023538857195185562 0.050223601636362337 0.001873409303603341 0.0020870935330585439 -0.051668121295609271
leaf_weight=1.6771769622810113 3.7915655560791484 2.149909254629164 1.3059287783689804 1.2276162770576773 1.0762717232864796 1.5376480428822104 2.2208277123863804 0.61542039842606833 1.5168993603438141 68.525130439741361 2.8812674467335455 0.63578624730871602 0.58530024247011159 1.2732705945527412 0.80014504842984047 0.28923306381329883 0.21430806968419336 0.57200577252660867 0.42005920554947884 1.0438379624538354 0.43963100801920518 1.1379796057008205 1.0963156701473051 1.4339710987405849 0.29433816298842419 1.4790398059412835 1.7569305114448059 36.483023939379564 3.1285071952879653 8.0670438868546608
leaf_count=237 27 15 28 11 11 22 41 24 7 1429 33 43 28 55 31 7 60 30 93 26 61 19 85 27 2 22 25 1298 94 143
internal_value=3.67175e-05 -0.000925964 -0.0276739 -0.0614559 0.00559316 0.0184109 0.0373101 0.0230113 -0.00314675 0.000736025 -0.0131136 -0.0335002 -0.0763366 0.0263091 -0.00433771 -0.0153277 -0.0714417 0.0120786 -0.00238753 0.0187059 -0.0208166 -0.0959149 -0.0899837 -0.0497122 0.0241879 0.00851783 -0.000139831 -0.00513179 -0.0248632 -0.0366467
internal_weight=149.676 127.574 7.46309 3.67152 22.1028 13.1159 7.16407 5.62642 3.40559 120.111 8.98688 4.62657 2.65506 2.79017 5.95181 4.87554 1.59986 3.27568 2.70367 2.28361 1.23978 2.44391 1.38555 2.06976 1.97152 4.36031 117.961 49.4355 12.9525 11.1956
internal_count=4034 3089 85 58 945 553 149 127 86 3004 392 337 98 62 404 393 152 241 211 118 92 47 92 70 239 55 2989 1560 262 237
is_linear=0
shrinkage=0.1


Tree=164
num_leaves=31
num_cat=0
split_feature=3 3 3 3 2 0 0 1 4 4 2 4 4 4 0 0 3 4 1 0 4 2 2 3 2 0 1 4 2 0
split_gain=0.0886067 0.342153 0.281793 0.351608 0.33839 0.512754 0.508968 0.622822 0.488647 0.56589 0.393847 0.324917 0.326112 0.257889 0.304256 0.262454 0.244506 0.771345 0.763008 0.763287 0.549188 0.511394 1.26185 0.499811 0.924872 0.441907 1.14763 0.454709 1.04134 0.489846
threshold=0.10249000000000003 0.10335500000000002 0.10433500000000002 0.10661000000000002 0.10957500000000002 99.470262368500016 93.953546284800012 65.020359884900017 41.872294782850005 42.824128352900011 -0.11963999999999998 41.436838994450007 40.241071441700008 40.984321400500008 86.692020874450009 85.963448721100022 0.091645000000000018 41.243661560350013 61.907125369850007 86.420486603250012 42.141702038450013 -0.14429 -0.086139999999999994 0.09117500000000002 -0.059754999999999996 89.705782438650019 68.34060567600001 37.038444968100009 -0.11572 97.39208423365001
decision_type=2 2 2 2 2 2 2 2 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 11 5 6 7 8 13 -10 -7 12 -4 14 15 -5 23 25 -19 20 -20 -21 -23 -1 -25 -18 -27 28 -28 -29
right_child=1 2 3 4 -6 10 -8 -9 9 -11 -12 -13 -14 -15 -16 -17 17 18 19 21 -22 22 -24 24 -26 26 27 29 -30 -31
leaf_value=-0.00018041582593145681 -0.039642392663808694 0.031651721770084511 -0.021801899780711599 0.0096540637615301246 0.032144938523946058 -0.016863881564774589 0.04833600717462995 -0.049760369707258445 -0.06025710589778898 0.013067819199994599 -0.12348321487544334 0.0089035308732405283 -0.088557282821515329 0.033599976396557228 0.035134454886873744 -0.038234653845403643 0.035911071707664513 -0.11131965832994567 0.053327120974478795 0.0086570470786840794 -0.01812571998787085 -0.12996957811584564 -0.010829338536196951 0.00069010241832432098 -0.11854295915440337 -0.097351983586581953 0.049723271588570331 0.04283962564909103 -0.090773588053282728 -0.0008040089204016653
leaf_weight=78.049510019841819 2.5595474296133025 2.3549246395705294 1.8270032777400076 2.5094741061329966 2.9575378641202397 0.81784211080594105 1.9766517085517978 2.6602038983837692 2.2540626332047387 1.9744897109339943 0.60110990944485709 1.4545754850842056 1.2207886665710246 4.1600057082250714 1.9261128827929495 2.1038855072110891 9.2628110465884692 0.73259774554753576 2.7668069825740513 2.3859184834145699 1.7598825429449787 1.3198530619083602 2.7231156005727843 1.7671043622758591 1.0296145084284933 0.96789601026102801 0.97180214315449154 6.0108749479986709 1.1539988764161524 4.4946801633413997
leaf_count=2843 27 27 33 32 59 29 59 32 40 22 54 18 16 23 19 15 97 28 21 53 38 39 72 31 49 15 23 59 68 93
internal_value=2.81505e-05 -0.00451119 -0.00159158 -0.00434388 0.000477621 -0.00398568 0.000224076 -0.00518298 0.0027608 -0.0260186 -0.062031 -0.0299822 -0.0485407 0.0141347 0.00175216 -0.0121852 0.00134036 0.00838166 -0.0125153 -0.00590828 0.0255477 -0.028057 -0.0497234 -0.00166879 -0.0432057 0.0190652 0.00759099 0.0156324 -0.026546 0.0241672
internal_weight=148.755 33.3582 30.7987 28.4437 23.9414 20.9838 19.5649 17.5882 14.928 4.22855 1.41895 4.50237 3.04779 10.6995 6.53947 4.61336 115.396 34.5502 11.6882 10.9556 4.52669 6.42889 4.04297 80.8462 2.79672 22.8621 13.5993 12.6314 2.1258 10.5056
internal_count=4034 505 478 451 384 325 242 183 151 62 83 67 49 89 66 47 3529 606 251 223 59 164 111 2923 80 355 258 243 91 152
is_linear=0
shrinkage=0.1


Tree=165
num_leaves=31
num_cat=0
split_feature=0 1 4 1 2 1 1 1 1 1 0 3 1 2 4 0 2 3 3 2 4 2 4 3 3 4 2 0 1 2
split_gain=0.0745976 0.716674 0.766997 0.570274 1.08237 0.336143 0.493716 0.885113 0.329666 0.26627 0.372982 0.533937 0.578092 0.410041 0.257675 1.6534 0.354773 0.420606 0.349113 0.426756 0.333816 0.561882 0.33997 0.802473 0.487058 0.385366 0.724468 0.522456 0.65874 1.89743
threshold=87.278104746850019 64.02831883475001 43.426640904350009 62.116825104000007 -0.06828999999999999 62.240494178000013 64.665483411650015 62.837331883000012 65.29995953045001 62.272755675600003 86.83719761350001 0.09450500000000002 62.116825104000007 -0.50001499999999999 43.272784938550004 86.256490657300006 -0.095854999999999996 0.085820000000000021 -0.144095 -0.23375499999999999 42.686561923500008 -0.25073999999999996 42.198888176300009 0.09117500000000002 0.079430000000000014 41.385032804600009 0.066710000000000019 86.420486603250012 61.987779113750001 -0.091919999999999988
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -5 7 -7 -8 10 13 12 -12 -1 20 16 17 18 -16 -20 21 -15 25 24 -24 26 -23 28 29 -27
right_child=3 2 -4 5 -6 6 8 -9 -10 -11 11 -13 -14 14 15 -17 -18 -19 19 -21 -22 22 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.052397803946479228 -0.0076248898590086369 -0.13169546421572612 0.029614648595497513 -0.044846618840160328 0.11082742633093823 -0.0035164027119707463 -0.055385382896487284 0.063448026560999557 -0.00053557920666598988 0.038909894791572475 -0.099509401401378095 0.0062226956560865092 -0.0104962601616535 0.090492680595968933 0.016205050681607113 -0.17457069310011664 -0.069191261877679336 0.070359836798141048 0.027263767197995697 -0.11306698987756812 0.02548311019538986 -0.0093321273980128006 -0.1078911496864202 -0.10800783496511404 0.029085925190912527 0.088596278946095619 0.054863758134769819 -0.016878439637139867 0.05022911709092507 -0.060979211269895854
leaf_weight=1.4357971122662991 1.7765162782743575 0.85262740233156253 0.45050493263988756 1.611366894096135 1.3634751942008723 4.6888778731226903 1.1134852077811945 3.4088035132735968 68.914391933890101 1.6278035376308242 1.4996773749589913 2.5808436721563339 1.4208771735429762 0.68793172133154357 2.1073682628593819 0.6069420939311384 0.6211409013303627 0.94371667690575112 0.35687856604636226 0.55174112448003132 6.2867319450124333 25.582878176768656 0.3148804812735756 0.96647010048036452 1.478311696089804 1.3610995777416968 1.8876538700424124 3.4711810145527116 5.5708924047357868 2.2501489609931005
leaf_count=41 26 73 72 10 23 38 17 73 2448 35 31 24 9 20 62 9 79 11 31 37 140 385 28 41 72 15 43 24 63 54
internal_value=2.08331e-05 -0.00251772 -0.0759291 0.00200918 0.0438105 0.000363064 0.00129553 0.024673 -0.00140772 -0.00101381 -0.00206229 -0.0269179 -0.0562037 0.000358677 0.00173476 -0.0194757 0.00107368 0.0120958 -0.00613525 -0.0579493 0.00394172 0.000833613 -0.000604686 -0.0345554 0.00503306 0.00173039 -0.00492087 0.0161704 0.028664 -0.00460338
internal_weight=147.791 64.9141 1.30313 82.8769 3.13999 79.7369 78.1256 8.09768 70.0279 63.611 61.9832 5.5014 2.92055 56.4818 55.046 5.18779 4.58085 3.9597 3.01599 0.90862 49.8582 43.5714 42.8835 2.75966 1.79319 40.1239 27.4705 12.6533 9.18214 3.61125
internal_count=4034 1399 145 2635 49 2586 2576 111 2465 1254 1219 64 40 1155 1114 229 220 141 130 68 885 745 725 141 100 584 428 156 132 69
is_linear=0
shrinkage=0.1


Tree=166
num_leaves=31
num_cat=0
split_feature=4 3 3 2 4 3 4 1 4 3 1 4 0 4 0 4 4 2 2 4 2 2 0 1 1 0 3 4 1 3
split_gain=0.0761807 0.18314 0.37452 0.285602 0.115623 0.242437 0.494066 0.263205 0.336624 0.247792 0.239683 0.333381 0.218066 0.215534 0.259051 0.102482 0.0960496 0.643354 0.595511 0.351461 0.191219 0.278306 0.441544 0.155078 0.132138 0.558336 0.314656 0.289729 0.192305 0.168059
threshold=49.283271594150008 -0.25095999999999996 -0.24338000000000001 -0.23369999999999999 48.86568841230001 -0.41441 32.724174661450007 55.917240655200011 44.421469061800003 0.089505000000000015 67.649671936450019 47.927946529500012 88.606203063300015 44.952171034750002 75.462331263550013 48.96897326980001 33.96174662340001 0.15844000000000005 -0.116995 34.466665687600006 0.10957500000000002 -0.102645 89.953120586650016 67.940025414550021 61.622148808000013 84.390700714750025 0.11243000000000002 39.458743938000005 59.632689791450012 0.10184000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 6 -1 13 16 10 11 12 -10 14 -7 -6 17 18 -9 -18 21 -20 -23 -19 25 26 27 28 -21 -29
right_child=1 2 3 -5 15 7 -8 8 9 -11 -12 -13 -14 -15 -16 -17 19 23 20 24 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.090960317204360597 -0.10715016304139467 0.10831740854891869 0.027577274008220638 -0.11209731025066901 0.046480126884941082 -0.10136932852448897 -0.09168749268482973 -0.10900589958429562 -0.10439558958298874 0.020889483865003847 -0.11781396577970807 0.093443290888228073 0.059652704711657539 0.087579781949626651 0.10203586059657009 0.00052008558772350907 0.056800332268103118 -0.19943120937211009 0.095012171543287727 -0.060741839139192788 0.10752721829513404 0.073484522712305031 -0.11353264603619187 -0.080761575167729388 0.00074483205067695684 -0.096983223160677756 -0.073951027748837425 0.023163529075961545 0.029818076804419166 0.10218505838983738
leaf_weight=0.1885782277531679 0.22366683745167393 0.21437376737594604 0.2775054484300199 0.30985573283942247 1.0117258687969286 0.15824871354561665 0.68997047615812335 0.31487384762840531 0.38470140431309008 0.41675379863590922 0.54231438297938439 0.16819230234250426 0.10265115907532163 0.60977798071689904 0.10360456258058548 0.93217141562490713 1.1082352914763749 0.15328630927251641 0.30359293986111879 0.55137587146600742 0.35233008973591495 0.23720826380303972 0.26987268325410696 0.39106253294448834 134.06407694154041 0.7256430173292755 0.44630258105462406 0.73639306086261036 0.40799966268241405 0.42415327695198357
leaf_count=45 14 1 12 228 13 109 112 82 96 33 211 4 6 25 2 33 46 5 6 43 4 11 48 52 2696 12 16 55 9 5
internal_value=2.41407e-05 -0.0271373 -0.00481548 -0.0461065 0.000215172 -0.000112192 -0.0524826 0.000209618 -0.00012642 -0.0455265 -0.0686337 -0.0279482 -0.0698421 0.0549935 -0.0208903 0.0244406 0.000395364 -0.021241 0.0129908 0.000711356 0.0460204 0.0192886 -0.0260476 -0.114178 0.000258811 -0.0195348 0.00236504 0.0184317 -0.0222289 0.0520441
internal_weight=146.82 1.0254 0.801735 0.587361 145.795 143.851 0.878549 142.973 142.101 1.61461 1.19786 0.655545 0.487353 0.871631 0.261853 1.9439 140.486 2.02223 1.47788 138.464 1.163 0.810674 0.507081 0.544349 137.356 3.29187 2.56622 2.11992 0.959376 1.16055
internal_count=4034 255 241 240 3779 3733 157 3576 3440 350 317 106 102 136 111 46 3090 208 151 2882 69 65 59 57 2836 140 128 112 52 60
is_linear=0
shrinkage=0.1


Tree=167
num_leaves=31
num_cat=0
split_feature=4 4 0 0 0 2 0 4 2 1 3 2 1 0 0 0 0 0 1 4 0 3 2 1 3 2 0 4 3 0
split_gain=0.0732022 0.26386 1.09796 0.939188 0.636159 0.803345 0.736816 0.762673 0.447409 0.28082 0.476638 0.28809 0.223482 0.210389 1.33187 0.449523 0.541894 0.475238 0.3735 0.343623 0.322273 0.30622 0.263779 0.346705 0.305041 0.285192 0.457113 0.187495 0.418091 0.171133
threshold=42.558389508100007 43.157831852650006 86.89903215050002 90.407470010750018 86.20003303655001 -0.06828999999999999 85.683849075550015 42.719328117250008 -0.095854999999999996 68.910558799650019 0.10010000000000002 -0.083424999999999985 62.036171360100006 86.692020874450009 86.382848189450016 96.163458868000006 96.741477366050006 96.039789794050009 70.389210771400016 48.96897326980001 102.03236296680001 0.087245000000000031 -0.088224999999999984 54.927888063200008 0.096515000000000031 -0.102645 85.995710218650018 42.47354681640001 0.09117500000000002 85.667718326750006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 2 4 -4 6 12 7 -2 -8 -5 11 -11 -6 14 22 17 -17 18 -15 -20 21 -18 24 -24 25 26 -3 29 -29 -1
right_child=1 13 3 9 5 -7 8 -9 -10 10 -12 -13 -14 15 -16 16 20 -19 19 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.014608680879055572 0.10308971249564616 0.00040360350710785673 -0.097300360296445287 0.034769312383947364 0.044938284337676652 -0.039943852957307971 -0.0073593747356998935 -0.10245503969667902 -0.11163782167938036 -0.11210234771256984 0.023908710751352022 -0.022763110926898721 0.10523087678140811 0.028536734426314526 -0.18669278801738914 -0.12816266446677424 -0.013220405889384439 0.11975640702501855 -0.10221272304169345 0.046506629202877625 -0.10445249930523584 0.059739136387267036 0.093571318772863732 -0.10493687614118086 0.08645044838282806 -0.045688174758969601 0.10690694118026112 0.051532770005196543 -0.020748403222430489 0.0014078896785997741
leaf_weight=7.1106211306178002 0.67265374204726169 3.176913253042585 2.2891266215592623 0.87394410558044944 1.4237240925431258 0.88313868641853321 0.76145634986460209 0.24673670157426386 0.89512254623696186 0.7242842245032084 0.94031165125488758 0.71952144046372246 1.081975716166198 5.4912715178616036 0.40345039637759317 0.38741453600232523 2.0375395586288514 0.51615079725161184 0.44207722633291258 0.23954962562856963 0.28341471269823149 0.80157928471453477 0.11029844443328585 0.43489393376512453 0.45603164937347163 1.0301166010322051 0.46153929829597462 2.118543605341983 1.2860024543479083 107.91398246583321
leaf_count=473 11 188 32 13 6 10 8 80 35 55 12 29 61 89 7 15 83 3 167 51 368 23 24 68 5 29 3 35 21 2030
internal_value=1.85409e-05 -0.004601 -0.0161871 -0.0482113 0.0135951 0.0420678 -0.0238625 0.0479277 -0.0637056 -0.0137212 -0.0314963 -0.0675801 0.070973 0.00359571 -0.0111395 0.0123702 -0.0166119 0.0275779 0.0198704 -0.0499471 -0.00277173 0.00737854 0.00135249 -0.0647765 0.00838777 0.000762508 0.0139136 0.00110231 0.0242299 0.000417773
internal_weight=146.213 27.7842 11.512 5.54719 5.96481 3.38884 2.57597 0.91939 1.65658 3.25806 2.38412 1.44381 2.5057 16.2722 6.07324 10.199 3.50995 6.68905 6.1729 0.681627 3.12253 2.83912 5.66979 0.545192 5.1246 4.66857 3.63845 118.429 3.40455 115.025
internal_count=4034 1475 352 141 211 77 134 91 43 109 96 84 67 1123 324 799 489 310 307 218 474 106 317 92 225 220 191 2559 56 2503
is_linear=0
shrinkage=0.1


Tree=168
num_leaves=31
num_cat=0
split_feature=3 3 1 1 4 4 1 4 4 1 0 0 4 0 2 3 3 4 4 0 3 3 0 0 2 2 4 2 1 1
split_gain=0.0739756 0.295967 0.234081 0.61949 0.345004 0.49824 0.67391 1.14919 0.57679 1.04638 0.475913 0.421751 0.487568 0.326175 0.42155 0.521447 0.229247 0.441343 0.631488 1.04258 1.39639 0.602522 0.571606 0.967568 0.464712 1.04052 0.659192 0.748108 0.501691 0.972831
threshold=0.10249000000000003 0.10335500000000002 61.907125369850007 61.93400995115001 35.050303764500008 37.999598532650005 65.907551067950024 37.311503175250003 40.206947806850003 71.365121072750014 98.413698323200009 93.953546284800012 41.257403903850005 85.812895065800021 -0.037054999999999998 0.11148000000000002 0.09013000000000003 43.752965619700007 41.481306584950012 86.756543869550015 0.09914000000000002 0.092260000000000023 88.872360418250011 94.300357383600002 -0.12546499999999997 -0.15352999999999997 36.364346611650006 -0.10423499999999999 71.504920895500007 83.116371560950014
decision_type=2 2 2 2 2 2 2 2 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 10 6 -6 -8 9 -7 -5 13 -13 -10 15 -15 -1 18 24 21 22 -20 -21 -24 25 28 27 -26 -18 -30
right_child=1 2 3 4 5 8 7 -9 11 -11 -12 12 -14 14 -16 -17 17 -19 19 20 -22 -23 23 -25 26 -27 -28 -29 29 -31
leaf_value=-0.0021775287054679403 -0.036884089779216325 0.025719731343080476 -0.069141247114799631 -0.090661535802986554 0.07126635563835261 -0.009892251933119359 -0.12797711734429429 0.067779227495059879 0.031946532087652441 -0.12925650638589467 0.013504077501240256 0.069735246605206261 -0.011607375527910401 -0.059788194204005655 0.010745657753368335 0.00046639374846939796 0.030651104044594885 0.063494016323096106 0.049716196039054431 -0.13842374059837789 0.025380809033303933 -0.018323604373275414 0.043456045819425915 -0.099030981563049347 0.056036311385798246 -0.097491616953606974 0.023422424526443858 -0.088049522485729545 -0.11571077985743228 0.069797181933042116
leaf_weight=71.772211973254571 2.5506923781358628 2.8771169243555077 1.3966722749173666 0.96623330330476409 2.1720481738448174 3.3432356707053286 0.55345718019088941 0.65456235595047474 2.2579150679521289 0.94116494002810203 0.80322339885606198 1.9047695444824051 1.201823545306979 2.7629549680277821 5.2368259662762151 2.9910945626907051 3.0760152835864574 1.3468723139521888 2.6066244849935156 1.2507231119088831 1.7423048472264779 2.5994164683725103 0.69861922226846251 1.499444365779709 0.52972623495588766 1.1612535374733841 22.09497692160221 1.1269782847648517 0.7473181184614075 0.45468825783609645
leaf_count=2773 27 48 11 12 15 36 38 11 42 56 35 23 50 31 45 25 44 51 30 21 32 51 7 73 11 25 280 68 35 28
internal_value=1.47943e-05 -0.00417946 -0.00140465 -0.00427525 -0.0007623 0.00237696 0.0379666 -0.021907 -0.00345137 -0.0361133 -0.0433768 0.00510463 0.0382669 -0.00267129 -0.00978302 -0.0284664 0.00122848 0.0072003 0.00528507 -0.0158775 -0.0475894 0.0157434 -0.0844535 -0.0537438 0.0128227 -0.0135434 0.0188606 -0.0419785 0.0092441 -0.0455379
internal_weight=145.321 32.6138 30.0631 27.186 25.7893 24.0199 3.38007 1.20802 20.6398 4.2844 1.76946 16.3554 3.10659 13.2488 10.9909 5.75405 112.707 40.935 39.5881 10.3971 5.19109 5.20604 3.44879 2.19806 29.191 5.43928 23.7517 1.6567 4.27802 1.20201
internal_count=4034 505 478 430 419 372 64 49 308 92 47 216 73 143 101 56 3529 756 705 214 133 81 101 80 491 132 359 79 107 63
is_linear=0
shrinkage=0.1


Tree=169
num_leaves=31
num_cat=0
split_feature=4 2 0 3 4 3 3 4 1 0 3 4 4 3 4 1 2 1 2 4 4 2 1 3 0 3 3 2 1 3
split_gain=0.074024 0.640974 0.201704 0.499261 0.278823 0.48831 0.207729 0.104553 0.624013 0.627145 0.915892 0.632278 0.569859 0.445912 0.428839 0.469793 0.355322 0.302229 0.32725 0.292994 0.281329 0.527146 0.266288 0.702998 0.35859 0.341409 0.381496 0.433132 0.484732 0.363262
threshold=34.654301448200009 0.24901000000000004 97.674372337300014 0.11531000000000002 33.151194885250007 0.08895500000000002 0.094375000000000028 37.038444968100009 69.64719632740001 93.399723909900004 0.09062000000000002 36.242939472700009 36.79544512155001 -0.09053499999999999 37.828051409500013 67.649671936450019 0.26941000000000009 71.015621515800021 -0.58559499999999998 39.051326806600009 38.064633603500006 -0.016334999999999999 76.830756451950009 0.10608500000000003 99.470262368500016 0.086230000000000015 0.09117500000000002 -0.031449999999999999 78.285212300550015 0.085610000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 8 9 10 11 -2 13 -10 15 -9 20 -15 -19 -18 21 -16 24 25 -22 29 -27 28 -28 -24
right_child=7 -3 3 -5 6 -7 -8 14 12 -11 -12 -13 -14 17 16 -17 19 18 -20 -21 22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.062612558478162703 -0.016618813853133192 -0.11629681077391621 -0.10423141243674149 0.083921294804876617 0.024013492779211387 -0.082964996719046627 0.094675549526311395 0.066741721428091025 0.063684805291831612 0.067802396499014803 0.022089524047516809 -0.13281374392711739 -0.13345895855154613 -0.016708677969518131 -0.11355264173274865 0.0037968243081782441 -0.00106772266056018 0.046313207747738054 -0.11128872252396289 -0.10802037434801454 -0.00063655476031631371 0.013720471391849683 0.0035168725922586439 -0.083801023187341089 -0.052698474199044026 0.060761941539169584 -0.11732087868342732 0.049221066590037915 0.0054418446610505541 -0.14672644028678369
leaf_weight=0.50268163405598931 1.1920075451052961 0.33981590804614814 0.33604022227655139 0.24301735288463533 0.73383134934556415 0.42540381428261753 0.96064675319939852 1.9998220151755948 0.47294890853481852 1.3965720348060129 3.7361425708513707 0.77135759982047591 0.58283998398110259 1.7616964960470798 0.61664857964206021 2.912753601471195 0.47181366971926653 0.15691111655542123 0.82170383999436947 0.56033599803413381 109.1446224024985 0.68908981163985916 4.0325178982448016 0.68874002028860637 1.339225808464106 2.9870648706146312 0.38472310849465463 1.9350882693543097 1.9615372989846944 0.16761643356585398
leaf_count=76 42 57 119 6 24 17 25 45 15 9 35 42 20 16 41 94 22 7 117 71 2062 10 588 52 70 180 13 36 95 28
internal_value=9.1523e-06 0.0142883 0.0281484 -0.025268 0.0399427 -0.0041154 0.0640738 -0.000350041 -0.00976082 0.00774567 -0.00697026 -0.0622689 -0.0424858 -0.0259846 0.000439108 0.0294206 -0.000700072 -0.0414606 -0.0860188 -0.0591304 -0.000213502 -0.0463856 0.000278084 0.0143253 -0.00126762 0.0202182 0.033334 0.0141977 -0.0146879 -0.00247895
internal_weight=144.325 3.54144 3.20162 0.579058 2.62256 0.928085 1.69448 140.784 10.8922 7.09608 5.69951 1.96337 3.7961 3.21326 129.892 4.91258 124.979 2.74031 0.978615 1.03215 123.947 1.30574 122.641 12.1573 110.484 11.4685 7.26841 4.28135 2.34626 4.20013
internal_count=4034 324 267 125 142 93 49 3710 303 128 119 84 175 155 3407 139 3268 140 124 93 3175 51 3124 992 2132 940 324 144 108 616
is_linear=0
shrinkage=0.1


Tree=170
num_leaves=31
num_cat=0
split_feature=0 3 1 1 2 3 3 0 3 3 4 4 1 1 1 2 2 0 3 1 2 4 3 3 3 1 0 0 0 1
split_gain=0.07763 0.308731 0.117241 0.462323 0.26183 0.235834 0.286636 0.445034 0.438086 0.129014 0.118863 0.0944821 0.267296 0.272199 0.283389 0.297516 0.245411 0.233106 0.208045 0.226378 0.105521 0.535665 0.592926 0.541889 0.492329 0.448205 0.428199 0.619887 0.360384 0.960067
threshold=71.131225215400022 0.049900000000000007 58.167480110400007 60.613977009100005 -0.23349 -0.24238499999999999 0.10184000000000003 78.626646483100004 -0.15572 -0.23921499999999998 35.419594101850009 44.421469061800003 63.705703859100005 72.187789260650007 71.246828915000023 -0.60611000000000004 -0.23783499999999999 96.163458868000006 0.086955000000000018 65.907551067950024 -0.13953999999999997 39.792680591700012 0.12201500000000003 0.11660000000000002 0.10335500000000002 83.116371560950014 87.638358136350021 86.162394622750014 94.354126546200021 68.34060567600001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 10 9 -6 7 8 -7 -2 -4 20 -13 14 15 -14 -17 18 19 -18 21 23 24 25 28 26 27 -5 29 -23
right_child=2 -3 3 11 5 6 -8 -9 -10 -11 -12 12 13 -15 -16 16 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.11121451504221802 -0.036305380180406195 0.044631184790601068 -0.012329000425378081 -0.1164850114989357 0.097367892964980857 0.048020105605250232 0.10389602074996405 0.1020679511864096 -0.11609113338878141 0.016006258966922125 -0.10864427830459485 -0.10648830241345475 0.10199868400143208 -0.1023926313163771 0.10072732477196381 -0.10721524501617018 0.043597971908127447 -0.067373989512726121 0.095598552080794957 -0.10289340560688048 -0.00064264728771633566 0.012332722705393031 -0.047487344417686858 0.060052218651714007 0.081395519486646251 0.05367695483638546 -0.072708930399832047 0.076756031545335085 -0.0091503856301933511 0.10607525990446859
leaf_weight=0.27394548762094828 0.8846020349592435 0.23715564841404557 0.1733331020877803 0.24640362317950693 0.57917430232919276 0.271597773535177 0.30850842595100403 0.26755187287926674 0.405540097883203 1.0094493978249377 0.49134782605688088 0.30799073816160616 0.20831076055765141 0.26197891261745088 0.27243028531665903 0.29454057351904328 0.26785802852828078 0.38571348012192175 0.2840456779813394 0.17402538831811398 118.72042348620744 5.7122797006741148 1.2615338969044376 0.66187351179542009 1.3532396728187439 0.46097782329161407 2.3837351019028574 0.50874087959527969 3.4549960397343966 1.3508841316215692
leaf_count=175 23 16 24 55 23 5 3 5 71 25 63 26 4 359 13 92 12 34 5 63 2298 129 25 28 25 111 129 5 179 9
internal_value=2.62432e-06 -0.0389007 0.000141706 -0.00032678 0.0176465 0.0445962 0.0202073 -0.00712296 -0.0502667 -0.00842549 -0.0835275 7.23044e-05 -0.0193633 -0.00687609 0.00638534 -0.00953396 -0.0260563 -0.00455245 0.028827 -0.0140942 0.000423119 0.00769708 0.0176937 -0.0231083 0.0246202 -0.0383983 -0.0519205 0.0137015 0.0173157 0.0302617
internal_weight=143.474 0.511101 142.963 139.237 3.72642 1.83237 1.2532 0.94469 0.677138 1.89405 0.664681 138.572 2.45689 2.1489 1.88692 1.61449 1.40618 1.11164 0.725929 0.441883 136.115 17.3947 13.1329 4.26173 11.8714 3.59986 3.13888 0.755145 10.5182 7.06316
internal_count=4034 191 3843 3688 155 107 84 81 76 48 87 3601 608 582 223 210 206 114 80 75 2993 695 367 328 342 300 189 60 317 138
is_linear=0
shrinkage=0.1


Tree=171
num_leaves=31
num_cat=0
split_feature=1 2 1 3 1 1 1 1 2 1 2 0 4 0 0 3 3 3 0 1 1 4 4 2 3 2 2 4 4 4
split_gain=0.0763351 0.742959 0.489257 0.264872 0.236642 0.221633 0.124907 0.449772 0.480375 0.690584 0.45112 0.346609 0.428814 1.04095 0.431107 0.286138 1.02275 0.339722 0.5136 0.491965 0.421086 0.47494 0.476775 0.260794 0.239848 0.212821 0.37897 0.842764 0.364755 0.812287
threshold=81.479100559500012 -0.085584999999999994 83.740093847200015 0.096885000000000013 87.030766598900016 87.33187390945001 75.408562100950022 75.634392583900009 -0.14654999999999999 78.285212300550015 -0.59681499999999998 96.959242474650011 38.625745710700009 97.39208423365001 97.991610396700011 0.10608500000000003 0.11531000000000002 0.080770000000000022 97.878695155250014 80.882262854550007 77.086159974350025 40.206947806850003 41.243661560350013 0.059320000000000012 0.088435000000000027 0.20949500000000004 0.13747000000000004 41.872294782850005 39.861052345600008 40.137820134150012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -3 -6 11 -8 9 -9 -11 25 -13 -14 -15 17 -17 19 -19 -10 -20 23 -23 -22 -24 26 -1 -28 -27 -30
right_child=1 4 -4 -5 5 -7 7 8 15 10 -12 12 13 14 -16 16 -18 18 20 -21 21 22 24 -25 -26 28 27 -29 29 -31
leaf_value=0.00070412906298155027 0.081494931066514953 -0.10961432036383645 -0.10694878135309777 -0.049665402566921771 0.10265563157652591 -0.1012777481797434 0.05196622124134638 -0.11065392033905097 -0.081593988529468586 0.091057670429216156 -0.10229257105016941 0.0099450975776702519 -0.14391182144880615 0.0039748997972459147 -0.08105802432270251 -0.13984712674343552 0.035285184963173462 0.065024161913998929 -0.043771508828762289 0.029510589113294041 -0.053240444798102776 0.067278852279591281 0.032448105448722418 0.0086014093507739125 -0.029544327565052177 0.049420935861473718 -0.066318914343468399 0.050063596216584398 0.082936681827111267 -0.12005181124318592
leaf_weight=110.39264031506355 0.89489100204809824 0.76849449911060119 0.21282486706354564 0.1859633608837612 0.11622339312452823 0.098419067043323594 2.0693225510185611 0.84395832312293417 0.86637803985831385 0.39462498919601785 0.1738241763687256 2.3868085971771498 0.82186987693421576 2.355074754392263 0.79833860787766742 0.55846344958990879 0.82762297458248213 1.9731773352832522 1.3070288647140822 0.73804228845983744 1.0944560340140017 2.4814607761800289 1.4447476109489801 1.8091177252499617 1.0987441106117328 2.0728361283327099 2.2795585542917247 0.85578616804559704 0.35397666273638595 0.44492186593924998
leaf_count=2208 103 155 398 17 5 282 28 75 68 12 87 44 15 28 85 18 30 40 24 7 43 25 18 26 27 44 45 30 15 32
internal_value=5.56305e-06 -0.0181582 0.0316398 0.0589285 -0.0836859 0.00914695 0.000300029 0.00815821 0.00235147 -0.0532669 0.0319337 -0.000831759 -0.0235599 -0.0436767 -0.0175526 0.00788386 -0.0352768 0.0125528 0.0187133 -0.0304853 0.00881902 0.0174886 0.0360934 -0.0147089 0.00566845 0.000410499 -0.000269567 -0.0345525 0.0272955 -0.0301115
internal_weight=142.72 2.27682 1.29368 1.08085 0.983137 0.214642 140.443 17.681 15.6116 1.41241 0.568449 122.762 6.36209 3.97528 3.15341 14.1992 1.38609 12.8132 11.2087 1.60442 9.23556 7.92853 5.02495 2.90357 2.54349 116.4 113.528 3.13534 2.87173 0.798899
internal_count=4034 960 518 120 442 287 3074 528 500 174 99 2546 172 128 113 326 48 278 203 75 163 139 70 69 45 2374 2283 75 91 47
is_linear=0
shrinkage=0.1


Tree=172
num_leaves=31
num_cat=0
split_feature=3 0 0 3 4 3 2 4 4 2 2 4 1 3 2 3 4 1 2 3 1 3 0 3 1 2 1 3 3 3
split_gain=0.0687489 0.291691 0.221754 0.167454 0.346565 0.149102 0.0852772 0.583708 0.767795 0.464484 0.455821 0.368708 0.642271 0.527196 0.5086 0.355066 0.611459 0.231611 0.443689 0.230757 0.27851 0.618342 0.453545 0.906965 0.526688 0.367902 0.334399 0.331805 0.366727 0.22636
threshold=-0.55648999999999993 76.451683855550016 71.249517373150013 -0.27628999999999998 32.724174661450007 -0.41441 -0.16276499999999997 39.792680591700012 40.00488309970001 -0.15076499999999998 -0.18231499999999998 35.782584506850007 78.285212300550015 0.084360000000000018 -0.58994000000000002 0.097970000000000015 35.171584490050009 81.479100559500012 -0.085584999999999994 0.10721500000000002 65.907551067950024 0.088075000000000028 87.278104746850019 0.093905000000000016 62.084563606450011 -0.59502499999999992 71.397382570300024 -0.14860999999999999 -1.0000000180025095e-35 0.086520000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -6 7 11 -9 -8 19 14 13 -13 -5 16 -16 -11 29 20 22 -22 23 24 27 -23 -27 -10 -29 -19
right_child=3 -3 -4 6 5 -7 9 8 10 17 -12 12 -14 -15 15 -17 -18 18 -20 -21 21 25 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.11201604964771827 0.091785261999468001 0.086874673880381503 0.032411409357820734 -0.1090899634087712 -0.10815390306062432 -0.022788502718458097 -0.062616856155136277 0.10621881231902564 0.038339411093012067 0.00035251954193030497 0.073634967765538739 0.011479816313622193 0.045252390433414044 -0.11073140214533131 -0.11030232513859038 0.10391829812942262 0.1041995200574867 0.065607550579086821 -0.08308078026142518 0.039239058278875485 -0.12356839916003791 0.029637655767780081 0.105362767555312 -0.1449313229779482 0.080240182495863899 0.025454073792404011 -0.10646404792384233 -0.11281071050648528 -0.0043672045012167612 -0.10206674646609995
leaf_weight=0.18619410858809615 0.16325741914988512 0.42680826078139944 0.24778456974308938 0.26265941071960686 0.43226311574835563 0.38849540657611215 1.2001700256359971 0.93503092882747196 0.93771931700029876 123.42201758280862 1.0375213082033958 0.47866592796344809 0.54307525921831246 1.3443011769413713 0.28812459600362605 0.5338454878074117 0.24666566026280634 0.41770249271303328 0.89327260981371981 1.4701448252817497 0.55663833706876209 1.2377466766556611 0.4587645512074231 0.38698781840503205 0.93986232529277902 0.30826474633067835 0.51017500721718534 0.45136903847742127 1.0088192455004921 0.099737810760416323
leaf_count=32 31 18 16 33 71 30 279 9 28 2143 30 37 73 58 52 9 7 88 437 30 147 22 9 8 72 14 41 104 32 74
internal_value=6.14813e-07 0.0281756 -0.0295537 -0.000171447 -0.0412794 -0.0677473 0.000117551 0.00754034 0.0198384 -0.000703241 0.0111574 -0.0265168 -0.0502045 -0.0786418 0.0155821 0.0462252 -0.0113659 -0.000107989 -0.0403975 0.00331589 -0.00445479 -0.03007 0.0115432 -1.21639e-05 0.0167901 -0.00475871 -0.0567772 -0.00807928 -0.0378889 0.0332879
internal_weight=141.814 0.860787 0.433979 140.953 0.984016 0.820759 139.969 13.9364 10.239 126.033 9.30401 3.69734 2.36604 1.82297 1.3313 1.06864 0.53479 124.833 1.41071 8.26649 6.79635 2.61282 4.18352 3.72476 3.33777 2.05619 0.81844 2.39791 1.46019 0.51744
internal_count=4034 66 48 3968 132 101 3836 815 546 3021 537 269 168 95 101 68 59 2742 599 507 477 224 253 244 236 77 55 164 136 162
is_linear=0
shrinkage=0.1


Tree=173
num_leaves=31
num_cat=0
split_feature=0 1 4 1 2 1 1 1 1 3 3 0 2 3 0 3 3 4 0 4 4 0 2 2 1 4 3 4 0 3
split_gain=0.0652933 0.672221 0.621822 0.481313 0.401473 0.3026 0.315573 0.894303 0.283709 0.276409 1.12069 1.23378 0.574169 0.558202 0.533402 0.518119 0.486631 0.473912 0.598399 0.397201 0.509185 0.490757 0.728508 0.434962 1.40019 0.494459 0.371614 0.690314 0.497897 0.379196
threshold=87.278104746850019 64.02831883475001 43.426640904350009 62.116825104000007 -0.078504999999999991 62.181348099150007 64.665483411650015 62.837331883000012 65.29995953045001 0.091935000000000031 0.088145000000000015 86.135510041400025 -0.085584999999999994 0.086520000000000027 86.83719761350001 0.092260000000000023 0.086030000000000009 39.861052345600008 85.861287312150012 40.241071441700008 40.467253020850002 86.565663342300013 -0.116995 -0.086139999999999994 61.987779113750001 41.218101594450012 0.085820000000000021 38.804080188450008 85.121961326250016 0.085335000000000022
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -5 7 -7 -8 10 13 12 -12 16 -15 -11 26 18 -17 -19 -21 22 -22 -24 -25 -26 27 28 -1 -29
right_child=3 2 -4 5 -6 6 8 -9 -10 15 11 -13 -14 14 -16 17 -18 19 -20 20 21 -23 23 24 25 -27 -28 29 -30 -31
leaf_value=-0.032510289475997801 -0.0015753087776401093 -0.12860288603453404 0.025612828270078804 -0.071205141651199511 0.073104752385146299 -0.0050298586058535035 -0.053100850832359617 0.061808140404844752 -0.00059789750116732575 0.054158849718310399 0.012666689851694972 -0.09412144877858554 -0.071317690938241418 0.060765321317828906 -0.013397759239554852 0.0062204669674895824 -0.066773766049994174 -0.038606201771191839 0.079157587565880649 0.056018822464342401 -0.072649624777362296 0.027652636062728209 0.019797767744533561 -0.10321353805241529 0.048977675824216631 -0.015332776188783693 0.048793291632258373 -0.0068231789644187238 0.10536283736495383 -0.085541655166641681
leaf_weight=0.36594578880614637 1.2467977944761517 0.78538563288020558 0.39194355450308649 0.58610457181930442 1.7032673247158516 5.6136557757854444 1.0457290783524502 3.1114500584080815 65.163537361314411 2.0778739915840587 3.190460891200928 2.8003095556050539 1.0928768389421737 2.8277430179587091 1.4759942833334205 3.5008258253801641 1.1746348153392308 2.8847447242587831 1.6573798321187494 1.5564713915810013 1.7570788953453416 3.9059126526117316 4.7566926334402622 1.555612278163587 1.7009709440171716 4.0235613434924744 1.4182087605586264 16.032885439954047 0.92148040980100632 0.63622506464889639
leaf_count=145 16 73 72 4 33 44 17 73 2448 17 62 28 32 49 17 55 14 18 17 15 30 31 45 36 12 56 29 514 8 24
internal_value=-3.89414e-06 -0.00241562 -0.0772631 0.00191672 0.0415424 0.000368816 0.000928637 0.0188052 -0.00142714 -0.000978422 -0.00741798 -0.0425061 -0.0087616 0.00258285 0.0353306 0.00602222 -0.00427565 0.00235831 0.0296558 -0.0040012 0.0011829 -0.00363921 -0.0124999 -0.00371951 -0.0190852 0.00377625 -0.000486568 -0.0043787 0.0661729 -0.0098277
internal_weight=140.962 62.4912 1.17733 78.4705 2.95007 75.5205 74.9344 8.72511 66.2093 61.3139 31.9368 7.08365 4.28334 24.8531 4.30374 29.3771 20.5494 27.2993 5.15821 22.141 19.2563 17.6998 13.7939 12.0368 7.28014 5.72453 19.3747 17.9565 1.28743 16.6691
internal_count=4034 1399 145 2635 49 2586 2582 117 2465 1254 922 122 94 800 66 332 734 315 72 243 225 210 179 149 104 68 720 691 153 538
is_linear=0
shrinkage=0.1


Tree=174
num_leaves=31
num_cat=0
split_feature=3 3 3 3 3 3 2 4 0 0 1 4 1 2 2 4 1 1 0 0 3 3 0 3 4 4 1 1 3 3
split_gain=0.0689798 0.218116 0.208175 0.205502 0.233009 0.299539 0.259871 0.333895 0.657653 0.934166 0.737595 0.536547 0.868936 0.588627 0.642036 0.533764 0.41566 0.205531 0.196844 1.09434 0.481657 0.351217 0.771558 0.218507 0.586901 0.78457 0.893721 1.11846 0.93848 0.711432
threshold=0.10249000000000003 0.10184000000000003 0.10335500000000002 0.10433500000000002 0.10661000000000002 0.10546000000000001 0.10957500000000002 40.280372415600006 89.953120586650016 94.773526014550015 73.037342029850024 41.32819714970001 61.987779113750001 -0.083954999999999988 -0.032369999999999996 39.577821550850011 61.966271448700006 67.649671936450019 85.705356740550016 85.791387400750025 0.094175000000000023 0.092075000000000032 85.624702996650015 0.09013000000000003 41.481306584950012 43.182896969600009 62.020040611300011 62.116825104000007 0.092505000000000018 0.090735000000000024
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -4 5 -5 7 8 15 -10 -11 12 -9 16 -15 -6 -13 -8 20 -20 21 22 -1 -21 29 26 -26 -28 -29 -25
right_child=2 -3 3 4 6 -7 17 11 9 10 -12 13 -14 14 -16 -17 -18 -19 19 23 -22 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=0.0056803911325894177 -0.031583935379320964 0.035877214260611093 0.027681904456860831 -0.0080602546246862534 0.030782472690755167 -0.066242973162784588 0.053846347345011696 -0.018367547413299223 -0.14836245154759967 0.029612123355411392 -0.11421205906040766 0.057667360022970029 0.062573851218594961 -0.1005655721949327 -0.011584165008901193 -0.037853385609922685 -0.011711738043605166 -0.0021911240953648324 0.076224712068034287 -0.0030905189539328017 -0.078934045121666463 0.062751674282887582 -0.069437081106056384 0.080651334957645926 -0.12308485508820542 0.042863072521212409 0.046585896218056561 -0.12354754968463122 -0.017193867633251429 0.010491401636807861
leaf_weight=5.9744166335749433 2.5370444098371108 1.7841514039027959 2.1981869612936888 2.8952689782672705 2.5905108742881628 1.274282654014314 1.4917076728015666 2.2539552603848261 0.84637486960855346 1.0662925652140982 0.53573131251960138 1.4715996417216959 3.222637045335432 1.1882276666656255 2.5534477040055208 2.0138845089823008 2.0898833049286623 1.1662157639657378 1.9444816844770674 61.766154786244556 0.99607441152329634 0.69386485410359444 1.7732088315533472 1.5411532413345437 0.90210478939115812 1.8603036494168916 1.9329037414863703 1.1235771069914333 3.1721529563219519 23.235516190319686
leaf_count=687 27 27 27 39 37 28 28 15 20 16 72 10 37 25 36 18 39 31 29 2050 47 22 42 18 26 60 18 27 75 401
internal_value=8.28183e-06 0.0012008 -0.0041206 -0.00170618 -0.0041293 -0.0258418 -0.000103975 -0.00403913 -0.0215052 -0.063381 -0.018484 0.00559995 0.0292615 -0.0121437 -0.0398416 0.000762311 0.0169556 0.0292588 0.000622143 0.00195725 -0.0131678 -0.0054076 -0.0115118 0.000445621 0.00691375 -0.0149713 -0.0300595 -0.0165864 -0.0450114 0.0148555
internal_weight=140.095 108.7 31.3953 28.8582 26.66 4.16955 22.4905 19.8325 7.05279 2.4484 1.60202 12.7798 5.47659 7.30316 3.74168 4.6044 3.56148 2.65792 106.916 97.4783 9.43756 8.44149 7.74763 95.5339 33.7677 8.99104 7.13074 6.22863 4.29573 24.7767
internal_count=4034 3529 505 478 451 67 384 325 163 108 88 162 52 110 61 55 49 59 3502 2704 798 751 729 2675 625 206 146 120 102 419
is_linear=0
shrinkage=0.1


Tree=175
num_leaves=31
num_cat=0
split_feature=4 3 3 2 3 4 3 4 1 1 2 4 4 1 4 0 3 1 2 1 0 2 3 0 0 1 2 0 2 3
split_gain=0.0676919 0.154847 0.29332 0.230123 0.121442 0.343029 0.12367 0.415739 0.118771 0.0950328 0.357172 0.454764 0.16869 0.164042 0.468153 0.422431 0.255897 0.238567 0.194356 0.188885 0.373693 0.215137 0.171811 0.163601 0.115725 0.338286 0.397984 0.334905 0.458222 0.338425
threshold=49.283271594150008 -0.25095999999999996 -0.24338000000000001 -0.23369999999999999 -0.55648999999999993 48.86568841230001 -0.41441 32.724174661450007 61.87486387225001 55.917240655200011 -0.23375499999999999 48.457543166250012 44.952171034750002 61.622148808000013 35.171584490050009 82.602876058000007 0.093325000000000033 57.576019321700009 -0.055334999999999995 61.778079379550007 85.121961326250016 -0.59502499999999992 -0.11223 75.994645973400011 85.764502819450016 62.052302108850007 -0.018034999999999999 85.705356740550016 -0.087234999999999993 0.086520000000000027
decision_type=2 2 2 2 2 2 2 2 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 8 7 -6 -1 10 -8 12 23 14 -11 17 -17 22 -19 -15 21 -21 -16 -12 25 27 -27 28 -22 -30
right_child=1 2 3 -5 6 -7 9 -9 -10 13 11 -13 -14 19 15 16 -18 18 -20 20 24 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.11120995912104154 -0.10611498787312167 0.10653501666820508 0.026712961831122418 -0.11073160762918605 0.089552724520495772 0.088108208977246583 0.096165976676734433 -0.10747050058363219 0.035496625114965923 0.07545896309733259 -0.10134859235048591 -0.11380680881252155 0.092615396427892405 0.031249489492262379 -0.11605432719959868 -0.12074108466213158 -0.031404773160154394 0.050723896368421152 -0.028267568051233923 0.10187961114430309 -0.05357618647479763 -0.10790321190262504 -0.011829888979847821 0.10207494144909152 -0.00039491858648937851 -0.093907643961629927 0.033497262981527477 0.053861313337383601 -0.021654237584919113 0.044641345989845344
leaf_weight=0.15169607895586423 0.19582628635180299 0.17411740124225616 0.23461688200768549 0.25336846360778409 0.1522642539057405 0.49610539525747299 0.47129032634984469 0.36105961832799949 0.086736238275989308 0.44376178392121746 0.11509539537655544 0.28727612923830748 0.29206134623382241 1.9650973342359055 0.26592488598544151 0.67938977093581321 0.60719538852572441 0.79626348163583338 0.51162568169820544 0.054761204868555069 1.0217255037860007 0.45555800698093563 0.39031488596810993 0.060220882296562195 122.13073524705419 0.59568801353452727 0.41669734660536029 2.0749499346129596 1.1531308991543481 2.3175501931109466
leaf_count=44 14 1 12 228 29 5 38 70 15 39 83 19 14 15 12 34 14 28 38 1 45 221 35 1 2835 40 12 19 39 34
internal_value=6.12994e-06 -0.0279966 -0.00489197 -0.0446501 0.000179774 0.0407327 -3.66753e-05 -0.0490287 -0.0578415 0.00014675 0.0278641 -0.0147913 0.0460691 -0.000103322 -0.0208867 -0.034039 -0.0785794 -0.0048632 0.0198237 0.000477553 1.31892e-05 -0.0853919 -0.0540643 -0.0314729 0.000349198 0.012339 -0.0414678 0.0206335 0.00528631 0.0226147
internal_weight=139.212 0.857929 0.662103 0.487985 138.354 0.734538 137.62 0.513324 0.238432 137.106 1.22594 0.754654 0.467378 135.88 3.69448 3.25071 1.28659 1.96413 1.30789 132.186 130.221 0.510319 0.65624 0.175316 129.71 7.57974 1.01239 6.56736 4.49241 3.47068
internal_count=4034 255 241 240 3779 64 3715 99 59 3616 155 117 98 3461 200 161 48 113 66 3261 3246 222 47 84 3024 189 52 137 118 73
is_linear=0
shrinkage=0.1


Tree=176
num_leaves=31
num_cat=0
split_feature=3 3 2 2 4 2 3 3 1 3 3 2 0 3 4 3 2 3 2 3 4 3 2 0 2 2 4 1 1 0
split_gain=0.0700915 0.426964 0.333646 0.262711 0.394524 1.16366 0.514758 0.500471 0.434196 0.381421 0.89083 0.475964 0.407114 0.357255 0.387468 0.306445 0.504715 0.65373 0.470937 0.592478 0.424703 0.664744 1.03844 0.37423 0.262477 0.470408 0.256468 0.223164 0.419534 0.550562
threshold=0.084360000000000018 0.083950000000000011 -0.58994000000000002 -0.061874999999999999 41.243661560350013 -0.094519999999999993 -0.11789499999999999 -0.085699999999999998 58.167480110400007 0.082535000000000011 0.081765000000000018 -0.097294999999999993 95.620390325650007 -0.10747999999999999 37.627645350900004 0.049900000000000007 0.066710000000000019 0.079605000000000023 -0.054619999999999995 -0.067029999999999992 40.098777110850008 -0.144095 -0.018034999999999999 95.262825394300009 -0.037054999999999998 -0.010319999999999999 41.898943182100005 62.55235532115001 67.300172379550006 93.899777122150013
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 10 12 26 27 -8 -15 18 17 -17 -5 20 23 22 -22 -20 -19 -26 -11 -6 -29 -30
right_child=-2 -3 3 15 9 7 13 -9 -10 11 -12 -13 -14 14 -16 16 -18 24 19 -21 21 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.12544943859230837 -0.0013562085944053464 0.077193959345091101 0.06064501176599614 0.086451920959139714 0.0001158431706149509 -0.015422967313969402 0.094458262648758229 -0.12678504712189251 -0.10781031807524284 0.030819094213978788 -0.13751605928432054 0.076268946299001966 -0.10451595286028888 -0.073907226707576129 0.029528307524840227 0.08998009653292291 -0.0031090847782820627 -0.0089135269598858043 0.050336398908093639 -0.090865171541391232 -0.07246216744591398 -0.14015355906020546 0.088884068643777833 -0.0085445930622552041 0.10477189059545383 -0.0040674459265278608 -0.10491480926632178 0.081826997482203845 -0.1227892214322556 0.063246465510097744
leaf_weight=0.20375109310111739 101.58137281873678 0.77446958665859611 0.20562738220178323 0.55082003027200777 9.22437345152502 0.58847842299292086 0.60071580699877847 1.2842397405111139 0.59793914228714584 0.2958383485674857 0.47210193099454123 1.3866751461755473 0.34315806942368077 0.46199474352579306 1.6758544067888577 1.9680547860370987 3.909454208724128 1.7814088313607501 1.9942251602187759 0.79599581599177405 0.96849914700214945 0.47623528368421775 0.67825097936156442 2.3530576166303945 0.74731620738748461 0.84737164798571007 0.26292242496856488 0.97234109268174396 0.29484377142216545 0.34547692622436443
leaf_count=100 2096 30 42 8 255 22 31 44 133 3 64 23 294 67 55 81 89 12 30 27 24 45 122 79 9 31 64 40 37 77
internal_value=1.9116e-06 0.00372437 0.00215631 0.00287686 -0.00520835 -0.0280357 0.00567151 -0.0917909 -0.0647037 0.0038819 -0.00296149 0.0448708 0.00272029 0.0263214 0.00717562 0.0118818 0.0241963 0.0441713 -0.00269571 -0.00945355 0.000561999 -0.0361001 -0.0060081 0.0184658 0.0174676 0.0469378 -0.0330499 0.00611596 0.0404364 -0.022416
internal_weight=138.643 37.0615 36.287 36.0833 19.0126 5.41485 3.54213 1.87272 0.803567 13.5977 11.6523 1.94544 11.1802 2.73856 2.13785 17.0707 9.25361 5.34415 7.81708 7.26626 6.47027 2.12299 1.64675 4.34728 3.3761 1.59469 0.558761 10.837 1.61266 0.640321
internal_count=4034 1938 1908 1808 1251 394 328 66 175 857 767 90 703 153 122 557 222 133 335 327 300 191 146 109 52 40 67 409 154 114
is_linear=0
shrinkage=0.1


Tree=177
num_leaves=31
num_cat=0
split_feature=4 2 2 3 1 4 4 1 4 0 3 4 3 0 4 1 2 2 1 3 1 1 0 0 0 0 3 3 0 1
split_gain=0.0706142 0.558254 0.179764 0.506679 0.123713 0.168609 0.0931327 0.498455 0.518756 0.515433 0.697031 0.580387 0.377371 0.343172 0.342564 0.442809 0.338134 0.327168 0.251829 0.598806 0.387568 0.500664 0.374895 0.320848 0.729555 0.48869 0.326336 0.348304 0.489582 0.322105
threshold=34.654301448200009 0.24901000000000004 -0.117885 0.097970000000000015 69.563854125350005 33.151194885250007 37.038444968100009 69.64719632740001 36.79544512155001 93.399723909900004 0.09062000000000002 36.242939472700009 0.08481000000000001 99.642323688800005 37.828051409500013 67.649671936450019 0.048475000000000011 0.26941000000000009 76.279622535200005 0.10608500000000003 75.634392583900009 75.408562100950022 96.959242474650011 98.674478761850011 99.642323688800005 100.27142289135001 0.092465000000000033 0.085235000000000019 97.752337623100019 77.255532836550017
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 12 10 11 -2 16 -14 15 -8 -9 18 20 23 21 22 -16 26 -25 -26 27 28 -20 -27
right_child=6 -3 4 -5 5 -7 14 8 -10 -11 -12 -13 13 -15 17 -17 -18 -19 19 -21 -22 -23 -24 24 25 29 -28 -29 -30 -31
leaf_value=-0.10763297699680817 -0.012894600441153974 -0.11007834369452577 0.061054849418152368 0.086624113410841863 0.051691098819788422 -0.029868462281165981 0.065554121066445994 -0.031714177024591089 -0.13006787897717587 0.063465526053238505 0.018908866147400439 -0.12945029725618659 -0.11251779788645795 -0.013160610161441828 -0.00058472280008220467 0.0020814246368072021 0.05984766044163007 -0.059225948527461818 -0.10665412813399251 -0.079690046812484455 -0.046460586523540251 0.049232461780011345 -0.030442735388919947 -0.12349078175498962 0.080393313703079561 -0.11427889986290818 -0.033644792218670512 0.10312265188392206 0.090071569251857095 0.011543440248063943
leaf_weight=0.30819124346226168 1.1169357328180902 0.32256083345782816 1.3118789711152197 0.23792879782558884 0.55819437373338565 0.46431672491598874 1.8188083294080559 0.90670488596151766 0.53906883099989489 1.2880656309425829 3.5184137604665011 0.69184461662371166 0.68183230189606525 0.70921439094036032 98.305478461910752 2.7776733138271084 0.72649527288740501 0.94507150379285931 0.22413662149483338 0.65466922867563049 1.9016884781522083 1.9542785380035628 4.3931411100784308 0.38721069168968725 1.0633717391265225 0.20877990679582392 0.34646086202701543 1.1683038106712045 0.29041578287433367 7.9866977583967582
leaf_count=138 42 57 37 13 38 41 45 37 20 9 35 42 37 72 1943 94 9 93 80 60 38 28 134 16 14 7 11 19 6 819
internal_value=3.43992e-06 0.0146777 0.0286479 -0.0230007 0.0407309 0.0146553 -0.00034575 -0.00954248 -0.0396945 0.00669891 -0.00702672 -0.0574763 -0.0235855 -0.0618613 0.00040658 0.0271973 0.00901521 -0.000621071 -0.000155192 0.0133747 -0.00172081 -0.000907827 -0.00186196 0.0185931 0.0109895 0.0166136 0.0547352 0.0729306 0.00437878 0.00833811
internal_weight=137.808 3.20307 2.88051 0.54612 2.33439 1.02251 134.605 10.1786 3.56332 6.61526 5.32719 1.80878 3.02425 1.39105 124.426 4.59648 1.6332 119.83 118.885 12.33 106.555 104.653 102.699 11.6754 9.64606 9.25885 2.02932 1.68286 0.514552 8.19548
internal_count=4034 324 267 151 116 79 3710 303 175 128 119 84 155 109 3407 139 46 3268 3175 1032 2143 2105 2077 972 856 840 116 105 86 826
is_linear=0
shrinkage=0.1


Tree=178
num_leaves=31
num_cat=0
split_feature=3 3 0 4 1 2 1 0 1 4 1 2 0 2 0 1 4 1 3 0 0 3 3 0 0 3 0 2 0 0
split_gain=0.0665616 0.184505 0.194241 0.48314 0.539801 0.966779 0.606734 0.551094 0.801283 0.7538 0.572706 0.465568 0.933172 0.437799 0.596962 0.643085 0.352535 0.274974 0.178961 0.156744 0.857462 0.440804 0.280238 0.576366 0.194225 0.419877 0.326315 0.399968 0.379996 0.275881
threshold=0.10249000000000003 0.10335500000000002 87.170566421650008 35.050303764500008 67.300172379550006 -0.011675 65.536543845950021 93.953546284800012 71.015621515800021 40.206947806850003 74.916574263050009 -0.093879999999999991 85.963448721100022 -0.086139999999999994 85.995710218650018 61.987779113750001 38.539340721750001 69.563854125350005 0.10184000000000003 85.705356740550016 85.791387400750025 0.094175000000000023 0.092075000000000032 85.624702996650015 85.995710218650018 0.09180000000000002 86.256490657300006 -0.074999999999999997 86.329079026800017 85.861287312150012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 -2 11 17 6 7 -5 -6 -9 10 -10 12 -3 -13 15 -15 -7 -4 19 21 -21 22 23 -1 25 29 27 -26 -28 -22
right_child=1 2 3 4 5 16 -8 8 9 -11 -12 13 -14 14 -16 -17 -18 -19 -20 20 24 -23 -24 -25 26 -27 28 -29 -30 -31
leaf_value=0.0056222070267550077 -0.030004265372161554 0.0073163375593728285 -0.085803072840735559 0.010387758196014472 -0.063819925229031557 -0.022371469558405622 0.073371474494449584 0.10268959927808795 0.063101210900823296 0.03291417948432486 -0.12754334588002844 0.024885458839646508 -0.13127773807084739 -0.1041940373712934 0.0085559247191846575 -0.015782672720228964 -0.13318486192080611 -0.0044553297568691143 0.033044780670536442 0.070305583820740106 -0.011804160917770713 -0.07613586721750723 0.058107410735209364 -0.060357291420019478 0.040730899801760784 0.0091975785598240861 -0.058662585525809025 -0.0069326335307026187 0.00064242875144312627 -0.076136346489793227
leaf_weight=5.6201614311594277 2.5225774244754602 1.074763324781087 0.81320864707231411 4.356832489371298 0.8051662522484565 0.47654497058829093 2.3568466864526272 1.0302390636934435 0.21020331920590285 2.0218807430428569 0.62934565214072791 3.8742890619905657 0.88656181283295143 1.24744907213608 4.4734789235517383 2.4163692951551639 0.72212886863962922 0.84970660487124405 1.7348440795030899 1.7952762825880189 1.2517296853475266 0.95668352875509377 0.65989524673204858 1.7319933675462378 4.4410188011825085 2.8259470397606492 1.0952629642561067 2.9169351672753683 79.775230151717551 1.4260103192646054
leaf_count=687 27 34 9 35 13 16 23 13 13 45 57 23 14 30 42 36 37 38 27 29 15 47 22 42 47 23 13 33 2516 28
internal_value=3.80456e-06 -0.00409194 -0.00177769 0.0064277 0.0131094 -0.00897033 0.0324983 0.0114871 0.0270677 -0.000159438 -0.0798104 -0.0101588 -0.0553312 -0.00278276 -0.015956 -0.0458848 -0.0891299 -0.0442365 0.00119005 0.000661199 0.00184792 -0.0119787 -0.00431799 -0.009921 0.000536728 -0.017689 0.00167365 0.0218355 -0.000160764 -0.0460638
internal_weight=136.999 30.7676 28.245 14.2721 12.6092 5.89551 6.71368 4.69684 3.89167 2.86143 0.839549 13.9729 1.96133 12.0116 8.1373 3.66382 1.19867 1.66292 106.231 104.496 95.5274 8.96873 8.01205 7.35215 93.7321 5.50369 88.2284 7.35795 80.8705 2.67774
internal_count=4034 505 478 299 252 194 58 141 128 115 70 179 48 131 108 66 53 47 3529 3502 2704 798 751 729 2675 66 2609 80 2529 43
is_linear=0
shrinkage=0.1


Tree=179
num_leaves=31
num_cat=0
split_feature=2 2 1 2 1 2 2 3 4 4 3 0 3 2 3 3 2 3 3 2 0 3 2 2 4 4 3 1 1 3
split_gain=0.0704753 0.486322 0.727016 0.498078 0.404508 0.389269 0.246676 0.511018 0.65502 0.606722 1.16211 0.813658 0.379157 0.337173 0.292994 0.913326 0.407094 0.663495 0.459186 0.755992 0.440862 0.542941 0.241047 0.227226 0.218481 1.27223 0.536264 0.563511 0.518472 0.446147
threshold=-0.06483499999999999 -0.053159999999999992 70.641925835650014 -0.046635000000000003 61.950140699950005 -0.058374999999999996 -0.085584999999999994 0.11082500000000002 37.52517992975001 41.243661560350013 0.089415000000000022 96.163458868000006 0.095170000000000018 -0.087234999999999993 0.089305000000000023 0.08766000000000003 -0.081354999999999997 0.082535000000000011 -0.092630000000000004 -0.077085000000000001 89.705782438650019 0.08674500000000003 -0.078504999999999991 -0.075639999999999999 36.491284729650012 37.038444968100009 0.085820000000000021 65.907551067950024 61.049507226200006 0.10184000000000003
decision_type=2 2 2 2 2 2 2 2 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 -3 -2 -6 13 8 -8 10 -10 23 14 24 15 16 20 18 -18 -20 21 -11 -19 -12 26 -26 28 -28 -1 -29
right_child=1 3 -4 -5 5 -7 7 -9 9 12 11 -13 -14 -15 -16 -17 17 22 19 -21 -22 -23 -24 -25 25 -27 27 29 -30 -31
leaf_value=0.068179026126444664 0.00031576980365026632 -0.050892627978546372 -0.033768794148725766 0.0009957366833285295 0.085385689724646441 0.027580800851588361 0.060313328473792532 -0.064338220297378443 -0.1014470173212156 -0.11933019115607556 -0.012461012852602139 0.042205107642125789 -0.046141428675867333 0.036570292484789026 0.028545462070189678 -0.098771202444525863 0.0173449404448161 0.033962406557469606 0.057018635260765171 -0.12960920331209885 0.024218655285226005 0.015543879211364573 0.10168832565322966 -0.063849559196097666 -0.11178515949845258 0.00049028025010490668 0.078291313717018002 0.042549767260332695 -0.1082234602775911 -0.056634248963598248
leaf_weight=0.24117506445327208 1.8056320736650358 1.9305384071849392 1.6555166685939182 44.310346650331212 2.2968417119118381 2.3640710411127661 1.3834412967007725 1.6298478129901912 1.8989655394616445 0.7766981304157563 1.6463395436294375 1.8979744808893881 1.5090361095208198 2.6515131798296343 4.1898821694921926 0.90429785567721399 2.4875366985797922 1.1122357876738536 0.33400126511333328 0.61989288659604946 0.89649120466219745 0.48474139720201492 0.99623878915372177 1.8025372493430043 1.0303954304072238 49.164231041485891 1.7566426557823436 1.0360436434475557 0.53894706868663889 0.80659864559493133
leaf_count=65 21 27 49 1268 25 31 48 33 47 47 29 18 34 42 42 50 11 12 54 13 27 3 30 18 48 1693 42 56 122 29
internal_value=2.71516e-06 0.00279339 0.0253613 -0.00117058 0.0404993 0.0560664 -0.00185202 -0.0102329 -0.00638885 -0.0106696 -0.0342469 -0.0103803 0.00126785 0.00174636 0.00685621 -0.00369581 0.00745861 0.021789 -0.00527494 -0.0642624 -0.0293971 -0.0675013 0.0659624 -0.039319 5.4419e-05 -0.00181451 0.0214752 0.0377664 -0.0536886 -0.000867066
internal_weight=136.159 54.3629 8.12206 46.2409 6.46654 4.66091 81.7957 24.5702 22.9403 21.5569 7.24582 5.34685 14.3111 57.2255 12.802 8.61213 7.70784 5.54991 3.44143 0.953894 2.15793 1.26144 2.10847 3.44888 54.574 50.1946 4.37941 3.59928 0.780122 1.84264
internal_count=4034 1421 126 1295 77 56 2613 516 483 435 112 65 323 2097 289 247 197 120 78 67 77 50 42 47 2055 1741 314 127 187 85
is_linear=0
shrinkage=0.1


Tree=180
num_leaves=31
num_cat=0
split_feature=3 3 2 3 2 4 1 4 0 4 4 4 1 3 3 2 3 3 4 3 0 0 3 0 3 0 0 0 0 4
split_gain=0.0802277 0.350338 0.247764 0.320958 0.565343 0.527088 0.450432 0.507536 0.349437 0.719421 0.311741 0.363314 0.349861 0.413834 0.336752 0.449977 0.639806 0.424013 0.693953 0.717706 0.611009 0.506704 0.822599 0.719905 0.327589 0.845553 0.299152 0.336362 0.293789 0.290004
threshold=0.084360000000000018 0.083950000000000011 -0.06828999999999999 1.0000000180025095e-35 0.022350000000000005 39.525197829750006 61.966271448700006 40.636252116050009 96.959242474650011 38.625745710700009 37.627645350900004 38.903925214650009 61.049507226200006 -0.50325999999999993 0.082535000000000011 -0.081354999999999997 0.083365000000000022 0.072205000000000033 43.084235337800003 0.079430000000000014 86.89903215050002 86.256490657300006 -0.16320999999999999 85.812895065800021 -0.14860999999999999 85.705356740550016 96.039789794050009 86.135510041400025 95.808582394800013 41.898943182100005
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 5 -5 -4 8 -8 -10 12 -12 -1 -14 17 16 -16 21 19 -19 29 23 -23 24 -13 -26 27 -18 -20 -21
right_child=-2 -3 3 4 -6 -7 7 -9 9 -11 11 14 13 -15 15 -17 26 18 28 20 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.050702457317688458 -0.0014538445146755391 0.073699592768438391 0.087578122691858259 0.019343045138392446 0.0018115364993619696 0.091099877089956871 0.013719036857064895 -0.067815140189383061 0.01191361772053842 -0.15060735815796003 0.070096893812126151 0.0113287942029564 0.082560452740070872 -0.10742513905175051 -0.09212347099057594 0.10681874189589369 -0.10623078319366126 -0.13171317806132279 0.043473758234385006 -0.038136130396885771 -0.1019981065160412 -0.0017531275803065805 0.094949086978718733 -0.12004580940043419 -0.10076806935064152 0.10986442761111624 0.1052391636549151 0.05350170607977011 -0.10383803202491614 0.044676884447798257
leaf_weight=0.25206344712205708 99.552152261554511 0.70828856231491855 0.5058577607851501 2.2988754651014442 5.2128774836310185 1.845396297474508 4.9062167005613446 1.2575254521570967 0.75263302075472871 0.42684622970409691 0.67046870585909601 3.1203179935855587 0.13277445892163087 0.84004778143344083 0.48019870825010036 0.5830354774807337 0.20038553443737306 0.96379594956670134 1.1781567924699627 0.83161755651235603 0.80198043960808707 2.8970720552015337 1.2632239770555314 0.62609523348510254 0.83288400658056871 0.24713706970214844 0.48171640699729323 0.3853499973192811 0.15295830162290247 0.8603487266227603
leaf_count=78 2096 30 112 19 156 57 53 83 72 23 47 78 10 147 26 6 56 68 140 7 42 109 55 15 143 1 5 6 240 54
internal_value=4.87267e-06 0.00407078 0.00266203 0.0112191 0.0237279 0.0512955 -0.0036932 -0.00998067 0.00197002 -0.0469017 -0.0056088 -0.0020116 -0.0542909 -0.0814952 -0.00505106 0.0319459 0.00373962 -0.0107734 -0.0348071 -0.058426 -0.0301039 0.00203364 0.0276093 -0.0200121 -0.00510128 -0.0525698 0.0468641 -0.00114425 0.0265462 0.0039735
internal_weight=135.268 35.7161 35.0079 17.2062 9.35715 4.14427 7.84908 7.34322 6.0857 1.17948 17.8016 16.5767 1.22489 0.972822 15.9063 2.13069 1.54765 13.7756 4.78886 3.45774 2.49395 8.98673 4.1603 4.82643 4.20034 1.08002 1.06745 0.585736 1.33112 1.69197
internal_count=4034 1938 1908 575 232 76 343 231 148 95 1333 1098 235 157 1051 99 93 952 551 171 103 401 164 237 222 144 67 62 380 61
is_linear=0
shrinkage=0.1


Tree=181
num_leaves=31
num_cat=0
split_feature=2 2 2 2 4 1 1 1 3 0 4 3 2 3 2 3 1 4 4 0 1 0 1 0 4 1 3 1 3 3
split_gain=0.0715994 0.507735 0.718857 0.329426 0.305607 0.323803 2.01387 0.6323 0.580172 0.559228 0.465841 0.94483 0.428886 0.57334 0.445199 0.550559 0.44109 0.345475 0.53632 0.378775 0.416523 0.368513 0.377037 0.33972 0.415867 0.550847 0.525982 0.304992 0.282863 0.519912
threshold=-0.117885 -0.11103999999999999 -0.10946499999999999 -0.11572 34.41230404325001 62.213609596700003 62.132955852800002 65.020359884900017 0.11531000000000002 89.582113364650013 41.535369675400013 0.085895000000000013 -0.12546499999999997 0.097970000000000015 -0.14138499999999998 0.083950000000000011 72.01572794030001 35.419594101850009 41.035283712600005 95.620390325650007 75.271450736300025 98.911063077300014 78.285212300550015 91.394134144600017 40.340071172300007 69.999384342500022 0.096010000000000026 75.634392583900009 0.085335000000000022 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=4 3 -3 -2 -1 6 8 28 10 -9 -6 -12 14 -14 15 16 -11 -17 23 -20 -21 -22 -23 -19 25 -25 -27 -18 29 -7
right_child=1 2 -4 -5 5 7 -8 9 -10 12 11 -13 13 -15 -16 17 27 18 19 20 21 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.094815477944293763 -0.017979192307414387 0.093393167891037507 -0.00069254430307833566 -0.086906342072224974 -0.012276171286575788 0.07565200038005454 -0.17971223174420656 -0.10180062318426258 -0.091682435454004771 -0.11709487965898691 0.0031719436210485966 0.10011346868758915 0.093362443530700778 -0.024214770189692304 -0.081763649302809632 0.10284368664769901 0.065024307444344995 -0.10227208882340051 0.080949645604589976 -0.029523880583483948 0.10126205977753736 -0.1046696788149924 0.052607000949933549 0.095009211782064007 -0.077159769497179051 0.014351406068600275 -0.10716759704668899 -0.10189539814500113 0.068994872608839103 -0.11030746804911951
leaf_weight=0.30544213330745407 2.0902346773509639 0.81848101102514093 103.73454900320894 1.0375851675044021 5.039959486875885 0.3395762600775919 0.63758476823568422 0.4732982607674775 0.60618066648021418 0.60726999686448635 3.5028700097773253 1.4101194919785482 1.2167082530213491 0.62920258718077082 0.61335443234747877 0.42774978536181141 0.33233355226911954 0.41227386071113903 1.2838408879470082 1.1717507882276552 0.71769863925874211 0.23280062712728977 0.44148219932867505 0.6107212398201235 0.65698254578455806 1.5626596126276129 0.46135046662675439 0.16322937699305839 2.6070377599680796 0.2697994508780539
leaf_count=138 31 15 2424 30 174 22 5 30 20 63 138 23 67 6 82 10 46 8 20 28 8 10 42 7 28 70 44 349 39 57
internal_value=6.28503e-06 -0.00114369 4.39946e-05 -0.0408443 0.00463836 0.0057878 -0.00712231 0.0152783 0.00329907 0.00473625 0.00908389 0.030996 0.00910519 0.0532847 0.000693911 0.00626261 -0.0599645 0.015416 0.0104637 0.0366115 0.0144083 0.0513897 -0.00169382 -0.0166977 -0.00597984 0.0117692 -0.0133475 0.010044 0.0546575 -0.00668105
internal_weight=134.414 107.681 104.553 3.12782 26.7333 26.4278 11.1967 15.2311 10.5591 12.0147 9.95295 4.91299 11.5414 1.84591 9.6955 9.08214 1.10283 7.97931 7.55156 3.84757 2.56373 1.39198 0.674283 3.70399 3.29171 2.63473 2.02401 0.495563 3.21641 0.609376
internal_count=4034 2500 2439 61 1534 1396 360 1036 355 918 335 161 888 73 815 733 458 275 265 108 88 60 52 157 149 121 114 395 118 79
is_linear=0
shrinkage=0.1


Tree=182
num_leaves=31
num_cat=0
split_feature=3 3 4 1 0 0 3 4 3 3 0 0 2 4 2 1 0 4 3 4 4 3 2 4 1 3 4 4 2 3
split_gain=0.0783309 0.297154 0.242329 0.675338 0.706583 0.722692 0.64659 0.442225 0.46713 0.561874 0.398635 0.437103 0.242796 0.196993 0.191989 0.276621 0.42023 0.36393 0.701236 0.591034 0.562514 0.787854 0.636289 0.249998 0.327254 0.372335 0.29998 0.333073 0.896716 0.273828
threshold=0.084360000000000018 0.083950000000000011 42.779078631750004 62.009286778800011 97.39208423365001 100.52682641375002 0.09450500000000002 43.89540535710001 0.12535000000000004 0.086030000000000009 86.382848189450016 86.329079026800017 -0.097799999999999984 42.686561923500008 -0.06828999999999999 71.397382570300024 94.940210418650011 39.525197829750006 -0.046510000000000003 36.124181380200007 40.280372415600006 -0.144095 -0.018034999999999999 37.627645350900004 61.049507226200006 -0.50325999999999993 39.011793722550003 41.243661560350013 -0.090495000000000006 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 14 13 6 7 -6 -4 8 9 -5 11 -11 -9 -2 23 16 17 19 20 -16 -19 22 -22 24 -1 -26 -25 28 -28 -29
right_child=2 -3 3 4 5 -7 -8 12 -10 10 -12 -13 -14 -15 15 -17 -18 18 -20 -21 21 -23 -24 26 25 -27 27 29 -30 -31
leaf_value=0.049996297183746714 -0.00036931473025725065 0.070157289432820139 -0.0085252945221521628 -0.013079910533897203 0.086623185022658686 -0.10258038375064223 0.090612662673329555 -0.036077552401440498 0.0063320847501179434 -0.10613284307273765 -0.11179700818209548 0.021156927199336213 0.04122736063770624 0.030423523229399809 0.032790015605889608 -0.0035467737251585296 0.078042779734115941 0.10397843947916073 0.086221827723776623 -0.046952745237974318 -0.031180173270560857 -0.13468697168120777 0.095216529804485653 0.053941536813220531 0.080616618015616051 -0.10644360808636498 0.00087265299031660619 -0.0040180186296008401 -0.13014485411018284 0.039403521161096806
leaf_weight=0.25153887819760956 85.232427041065421 0.66797725793367035 1.8293511914234835 1.4027020671637709 0.89399914329987928 0.2607662302607423 1.0273442047182468 0.74901694490108639 1.0853289826773105 0.50613203838292997 2.3099654680117965 0.57767979800701141 0.88789084657037143 2.1294600474866447 1.7765160407871028 7.755395791688442 1.1716189450817172 0.45415167883038465 1.5991524600540294 1.949335705838166 1.1598592633381475 0.46013862956897456 0.60655457804386981 0.92078981230224499 0.12424568855203688 0.74112954940471809 1.7503215208653276 10.898608101191028 0.74463045183074328 1.6756276319356391
leaf_count=78 1631 30 42 44 20 135 18 25 7 42 73 2 30 27 21 290 13 5 71 28 18 41 88 54 10 147 136 799 18 91
internal_value=1.73785e-05 0.00410464 -0.0014171 -0.015043 -0.0289322 0.0438977 0.0271274 -0.0401178 -0.0529118 -0.0663173 -0.0883212 -0.0382864 0.00585415 0.000381266 0.00280845 0.0103571 0.0221067 0.0139206 0.0338139 -0.00893076 0.00255034 -0.018138 0.0122222 -0.00466332 -0.0504034 -0.0795866 -0.00146834 -0.00485412 -0.0382302 0.00176828
internal_weight=133.6 34.7076 98.8921 11.5302 8.67348 1.15477 2.8567 7.51872 5.88181 4.79648 3.39378 1.08381 1.63691 87.3619 34.0396 16.9327 9.17733 8.00571 4.27986 3.72585 2.6807 2.22655 1.76641 17.1069 1.11691 0.865375 15.99 15.0692 2.49495 12.5742
internal_count=4034 1938 2096 438 378 155 60 223 168 161 117 44 55 1658 1908 575 285 272 223 49 152 147 106 1333 235 157 1098 1044 154 890
is_linear=0
shrinkage=0.1


Tree=183
num_leaves=31
num_cat=0
split_feature=0 3 0 1 4 1 1 3 0 0 1 0 3 4 0 3 3 1 4 3 2 2 2 3 4 2 2 2 4 2
split_gain=0.0745449 0.247991 0.101793 0.267784 0.205605 0.163718 0.411158 0.10211 0.403083 0.286463 0.3976 0.523063 0.194151 0.27235 0.415286 0.225405 0.30392 0.679132 0.22328 0.194762 0.172449 0.421971 0.292698 0.287084 0.390048 0.345348 0.265201 0.237992 0.584766 0.372153
threshold=71.131225215400022 0.049900000000000007 71.332859575200004 57.041016153700006 35.879804895950009 58.167480110400007 60.613977009100005 0.21629500000000004 85.877418060900013 89.582113364650013 66.590419433100024 91.066142252700018 0.11660000000000002 37.311503175250003 87.818484831100008 0.11278000000000003 0.11002000000000002 62.837331883000012 38.539340721750001 0.10932000000000001 0.22598000000000004 0.26336000000000009 0.20167500000000002 -0.11223 38.539340721750001 0.26941000000000009 0.17076500000000003 0.12427500000000002 39.952536079750011 0.086310000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 12 -9 -10 -11 -12 15 -14 -15 16 19 -18 -17 20 22 -22 26 -23 -25 -26 27 29 -29 -8
right_child=2 -3 3 5 -6 6 7 8 9 10 11 -13 13 14 -16 18 17 -19 -20 -21 21 23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.10982759365114828 0.029011357198007761 0.041519522801153272 0.074921884096493585 0.033189115627215729 -0.10367814903778745 -0.084894471475154665 0.00095410415162186708 0.06493769728441999 -0.018231601341026592 0.10648925719185848 0.10365287376379206 -0.10371839649177808 -0.057729543356848802 -0.029155799679568287 0.025281784181745565 0.067200853351830847 0.0081029298138702438 -0.099218118698752883 0.0066527790252732463 0.041418341283206817 -0.083819903811912982 0.092006822680973432 0.052214572039905316 0.03351294162624846 -0.0076609408586609737 -0.10661875831563301 -0.045988713007586793 -0.032479360955923325 0.094276430248340273 -0.065623069989278013
leaf_weight=0.23884289501620415 1.2110479250477499 0.19802951812744141 0.076834434585179134 1.483574867248534 0.40012497862335294 0.57093366228946152 101.96227654602353 1.1911118961870659 2.7926173699088399 0.50632880628108956 0.20562803745269775 0.2977787262025231 1.3046777890176589 3.471280676079914 2.3500990119355265 0.98608706213417407 1.471808144822716 0.98374396681992937 1.5928470788230695 1.160983720794319 0.82975621848890968 0.28759278722645909 1.1033175002921769 1.0389390165764778 0.90035102050751425 0.57974031364938128 1.2161030734860094 0.63088132586926693 0.86020411889876414 0.84656863705640617
leaf_count=175 30 16 12 30 93 77 2864 9 27 4 2 52 32 38 38 19 10 40 33 13 53 42 22 48 7 61 32 24 34 97
internal_value=1.61371e-05 -0.0412236 0.000152303 -0.000114281 -0.0749071 0.000158814 -0.000220637 0.000155368 0.0141748 -0.00172696 0.0439198 -0.0190128 -0.000411126 -0.0164343 -0.00717927 0.000569388 -9.2708e-05 -0.0348921 0.0298041 0.000674247 0.000245215 -0.0211695 0.00097559 -0.00264743 -0.0134539 -0.046422 0.000439815 0.000981156 0.0406458 0.000405881
internal_weight=132.75 0.436872 132.313 131.102 0.476959 130.625 129.142 128.571 4.99346 3.80235 1.00974 0.503407 123.577 7.12606 5.82138 116.451 113.872 2.45555 2.57893 111.417 110.256 3.63638 106.619 2.80662 2.51903 1.48009 105.516 104.3 1.49109 102.809
internal_count=4034 191 3843 3813 105 3708 3678 3601 94 85 58 54 3507 108 76 3399 3347 50 52 3297 3284 211 3073 158 116 68 3051 3019 58 2961
is_linear=0
shrinkage=0.1


Tree=184
num_leaves=31
num_cat=0
split_feature=4 0 4 0 0 0 4 2 0 2 2 4 1 0 0 2 0 2 2 1 0 0 1 0 4 3 0 3 0 1
split_gain=0.0692079 0.221845 0.184656 0.913107 0.498616 0.621025 0.623776 0.520796 0.402195 0.388478 0.281645 0.301111 0.222931 0.222709 0.909872 0.238807 0.373813 0.324534 0.328415 0.220345 0.188042 0.348352 0.313753 0.259308 0.23519 0.201306 0.128648 0.397401 0.417858 0.367142
threshold=42.599563320500003 102.03236296680001 43.157831852650006 86.89903215050002 86.20003303655001 85.683849075550015 42.719328117250008 -0.06828999999999999 90.407470010750018 -0.095854999999999996 -0.11963999999999998 42.865207177650007 62.036171360100006 86.692020874450009 86.382848189450016 -0.102645 85.995710218650018 -0.097799999999999984 -0.095854999999999996 62.009286778800011 96.163458868000006 96.039789794050009 70.389210771400016 97.39208423365001 48.96897326980001 0.087245000000000031 101.55650587770002 0.09117500000000002 102.89804648475001 78.962703749400006
decision_type=2 2 2 2 2 2 2 2 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 5 6 -2 12 -5 -7 -10 -12 -6 14 15 16 -4 -17 -19 -20 21 22 -15 -22 -24 -25 -1 29 -29 -28
right_child=1 -3 13 8 7 9 -8 -9 10 -11 11 -13 -14 20 -16 17 -18 18 19 -21 23 -23 24 25 -26 -27 27 28 -30 -31
leaf_value=0.00027857944116194518 0.10380514065285998 -0.062853842731099313 0.0020801892066237971 -0.086047557567662858 0.038026387933691945 -0.0080370567310841488 -0.10191633557609754 -0.029356152859082385 0.039092769566997254 -0.11059744196710695 -0.1094128664861127 0.0011590723920837313 0.10371255585455814 0.024652696111309338 -0.16265726901339309 -0.11496807389104857 0.10580266624396915 0.10388179135743852 -0.0033088638624299022 -0.10460044025165774 -0.0331652983307048 0.1113637302583735 -0.1018505120745257 -0.010433499038656639 0.038731119397455827 0.068883305576564163 0.092793939740423589 0.0045386555236900704 -0.10454397979089579 0.017807334641689879
leaf_weight=103.15166294324899 0.5582873148960118 0.64267981957936982 2.7441526420534506 1.8748196554370227 1.2966386303305633 0.70483844354748726 0.20026025307015516 0.82184593938291062 0.56472262274473906 0.77586229937151052 0.45351954744546652 0.53897731694451068 0.85895824246108521 5.0325316301441472 0.37547182152047742 0.36478979059029359 0.39783689379692067 0.21755214035511006 0.79408474749652558 0.29437633899215143 1.6792439727869353 0.41965516470372666 0.36183180563602935 0.68707232828637621 0.17732518935372354 0.59890058706514537 0.88092176638929176 1.7410371245205172 0.43989825360131352 2.5228016354016631
leaf_count=1857 10 406 191 31 6 8 80 10 10 34 25 25 61 89 7 13 3 2 65 43 32 3 167 68 51 21 35 41 183 457
internal_value=1.65792e-05 -0.00491233 -0.00327863 -0.0147892 0.0115658 -0.0240839 0.0494937 0.0383769 -0.0548488 -0.061777 -0.017287 -0.0493666 0.0642009 0.00375944 -0.0127271 -0.00103024 0.0152135 -0.031577 -0.00828453 -0.0307034 0.0133096 0.0235031 0.0168855 -0.0072868 -0.0556141 0.0265058 0.00107892 0.0158616 -0.0174635 0.0372147
internal_weight=132.173 23.4362 22.7936 8.64873 5.21669 2.23925 0.758548 2.97744 3.43204 1.4807 1.55722 0.992497 2.1556 14.1448 5.18826 4.81279 3.14199 1.6708 1.30601 1.08846 8.95656 5.99134 5.57169 2.96522 0.539157 1.28597 108.736 5.58466 2.18094 3.40372
internal_count=4034 1461 1055 300 209 132 90 77 91 42 60 50 67 755 324 317 194 123 110 108 431 310 307 121 218 89 2573 716 224 492
is_linear=0
shrinkage=0.1


Tree=185
num_leaves=31
num_cat=0
split_feature=4 4 4 2 1 4 2 2 3 4 0 2 3 3 0 0 0 3 3 3 2 3 0 2 3 2 4 1 3 1
split_gain=0.0637136 0.42855 0.410098 0.417806 0.395956 0.373069 0.396687 0.741083 0.464908 0.370484 0.344093 0.596409 0.447625 0.461311 0.302516 0.513003 0.451602 0.472492 0.387224 0.409996 0.371296 1.26581 0.823982 0.518137 0.606529 0.565798 0.907273 0.728804 0.502901 0.499703
threshold=40.563919884450009 40.316494640950005 40.80591513400001 -0.63113999999999992 71.104340634100012 40.890797847750008 -0.13953999999999997 -0.14259499999999997 0.12201500000000003 40.750688432250008 86.420486603250012 -0.22662999999999997 0.085035000000000013 0.094175000000000023 85.812895065800021 85.667718326750006 85.995710218650018 0.10932000000000001 0.087795000000000026 0.086955000000000018 -0.088224999999999984 0.088145000000000015 86.382848189450016 -0.083424999999999985 0.09450500000000002 -0.079634999999999997 42.047301293400004 61.93938686740001 0.085335000000000022 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 9 -4 -3 -5 7 8 10 -2 11 -7 -12 -14 15 18 17 -16 19 -8 21 -18 -23 24 -22 26 -25 -27 -28 -29
right_child=2 4 3 5 -6 6 14 -9 -10 -11 12 -13 13 -15 16 -17 20 -19 -20 -21 23 22 -24 25 -26 27 28 29 -30 -31
leaf_value=-0.0007997276123105513 -0.015233991710947681 0.038748964672918065 -0.089842313885318062 0.036833659531839286 -0.01421457784383527 0.0032689740465814696 -0.023378341577773548 0.10324379323805635 -0.11289468927095336 -0.080049143598746278 -0.01441802099657534 -0.12201352212211805 0.073747786499213472 0.0086066681547440835 -0.079717371275073806 0.029447291683841571 0.00086879892655045751 0.0042033157259988149 -0.082539260538922951 0.10068975759440411 0.0063324122603389196 -0.0055099503754614245 -0.10877471776420505 -0.1204186173459096 0.082688706476556947 0.099790606206498045 0.022003132932347944 -0.086131630137352019 -0.047808681721399182 0.0018850307928454275
leaf_weight=50.010260081619322 4.4713000844803892 5.4555696901516049 0.51149278155753464 2.7679310502844592 1.9042232141073325 2.8948075834596243 1.2584467877968548 0.90948385722003777 0.30370960221625942 1.098567896928216 1.8650093005082906 0.43739670421927801 2.386541804465196 1.9966717154893556 1.6807563679758453 5.8579739814158529 8.3611501175273499 1.1166090923361478 0.79497597628869687 0.33786431234329928 3.1611105926422089 1.2038418501615518 2.1575836715383048 0.98928902400075003 1.5506052891723809 0.7442671023309505 2.0120494006605441 0.66609391756356018 2.1181504527758079 20.400211250062057
leaf_count=1438 126 55 15 37 36 196 201 11 8 15 393 13 50 74 43 80 248 7 92 3 53 5 66 39 13 9 23 9 50 626
internal_value=1.43108e-05 0.00251587 -0.00192366 0.000198595 0.0250455 0.000876152 -0.000650242 0.0168621 0.00891374 -0.0280177 0.0127752 -0.013176 0.0266151 0.0440743 -0.0041242 0.0135144 -0.00727628 -0.0462192 -0.0255167 0.00288107 -0.00476414 -0.0199666 -0.0717921 0.000868021 0.0314609 -0.00448455 -0.0344025 0.00253795 -0.0137995 -0.000897961
internal_weight=131.424 57.3701 74.0539 68.484 7.35979 67.9725 65.2046 10.7936 9.88414 5.56987 9.58043 3.3322 6.24822 4.38321 54.411 8.24926 46.1617 2.79737 2.39129 1.59631 43.3644 11.7226 3.36143 31.6418 4.71172 26.9301 5.11949 21.8106 4.1302 21.0663
internal_count=4034 1529 2505 2364 91 2349 2312 745 734 141 726 209 517 124 1567 376 1191 50 296 204 1141 319 71 822 66 756 112 644 73 635
is_linear=0
shrinkage=0.1


Tree=186
num_leaves=31
num_cat=0
split_feature=3 3 3 4 4 2 1 0 4 2 4 0 1 1 2 2 4 1 0 1 3 4 3 3 3 0 0 2 4 0
split_gain=0.0651532 0.252098 0.225339 0.6993 1.04132 0.735218 0.692084 0.968044 0.643655 0.581032 0.599845 0.440544 0.441565 0.49907 0.680354 0.642366 0.531248 0.519092 0.498555 0.626571 0.43416 0.432316 0.352343 0.339122 0.475777 0.398795 0.466888 0.340001 0.357471 0.32585
threshold=0.084360000000000018 0.083950000000000011 0.09013000000000003 36.242939472700009 39.792680591700012 0.04932000000000001 61.993156030000002 86.256490657300006 40.340071172300007 -0.08786999999999999 38.478081868400004 86.329079026800017 75.271450736300025 62.014663695050011 -0.095854999999999996 -0.06828999999999999 42.47354681640001 69.999384342500022 88.872360418250011 66.590419433100024 0.090735000000000024 41.919251152600005 0.088655000000000025 0.085495000000000029 0.088220000000000021 100.52682641375002 103.33357670195001 -0.016679999999999997 40.94178426300001 88.872360418250011
decision_type=2 2 2 2 2 2 2 2 2 2 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 22 10 -5 21 13 -13 17 18 -17 -15 -16 -20 29 -10 -8 -14 25 -25 -27 28 -26 -4
right_child=2 -3 20 4 6 -7 8 -9 11 -11 -12 12 23 14 15 16 -18 -19 19 -21 -22 -23 -24 24 27 26 -28 -29 -30 -31
leaf_value=0.0026086279797470882 0.081284687674326478 0.066651699875931156 0.0053036679083021702 -0.0055335002431270474 -0.0044241696302206061 0.0029329900554983328 0.094398001006998564 -0.13555500405650528 0.096881014026838644 -0.13378794076666736 -0.1126493664918687 0.039119954003258753 -0.055724904585037274 0.020351604488885771 -0.12767320588425354 -0.066164682233703573 0.016896788146133209 -0.046366390864417108 0.0065724274369200171 -0.11205315707746351 0.00028755695084024693 0.0081343382865807622 0.012680275743607517 0.10261849910915355 0.010016347527676016 -0.11539034745229992 0.075067724659302809 0.076856350573390519 -0.08907344221597141 0.073850451692717603
leaf_weight=33.205561399689202 0.84573344057935429 0.62623766349497501 1.3434488601451442 1.3242439142995865 1.5047312943206663 1.6291240318969356 1.1075414422666683 0.8995051085948943 0.80879408166220246 1.2271581492132129 0.8638195384046411 1.4187040105462099 0.52220331661919672 4.096547560533522 1.2508949823677671 1.2565978365600763 1.9885424109561425 1.6302385822054928 1.0133088529109953 0.79427189618581895 63.188607512353428 1.7082367504481224 1.0077054025605319 1.1584408600174358 1.1137882734183224 0.21578105306252826 0.31897359296635841 0.43636009250621999 0.5408623044795603 1.4334456282376775
leaf_count=1908 69 30 16 34 61 29 36 9 25 40 44 6 22 40 33 29 25 35 7 48 1219 50 7 19 7 5 52 25 78 26
internal_value=1.7235e-05 0.00379409 -0.00130486 -0.00838495 -0.0109267 -0.0523432 -0.00249984 -0.0534846 0.00297544 -0.078711 -0.0478215 -0.00250162 -0.00805194 -0.0169756 -0.0235907 -0.0462574 -0.0152666 0.00135906 -0.0791396 -0.045553 0.00198825 0.0366512 0.0554676 0.019817 0.0302414 0.0696453 -0.0017848 -0.00166586 -0.0223735 0.0406878
internal_weight=130.479 33.8318 96.6476 30.6821 29.8364 5.04435 24.792 2.40424 22.3878 3.41522 2.18806 20.2725 17.7555 13.4491 12.0304 6.30362 3.24514 5.72679 3.05848 1.80758 65.9655 2.51703 2.11525 4.30641 3.78421 1.6932 0.534755 2.09101 1.65465 2.77689
internal_count=4034 1938 2096 835 766 147 619 70 549 118 78 506 431 223 217 142 54 75 88 55 1261 75 43 208 186 76 57 110 85 42
is_linear=0
shrinkage=0.1


Tree=187
num_leaves=31
num_cat=0
split_feature=4 3 3 2 4 4 4 1 4 3 0 0 2 0 4 3 3 4 2 3 0 2 2 4 0 2 1 3 3 2
split_gain=0.0614129 0.134348 0.251595 0.176702 0.0757826 0.108642 0.0955068 0.38685 0.215951 0.259989 0.15817 0.236668 0.0960241 0.0932571 0.211957 0.0860365 0.280226 0.232883 0.263551 0.487284 0.607921 0.356741 0.424262 0.443218 0.722442 0.321773 0.643182 0.439663 0.653626 0.413368
threshold=49.283271594150008 -0.25095999999999996 -0.24338000000000001 -0.23369999999999999 48.86568841230001 48.96897326980001 43.961868063600001 64.407391431150018 44.169240047700008 -0.16320999999999999 97.39208423365001 97.674372337300014 -0.102645 90.633300493650012 47.927946529500012 0.084360000000000018 0.083950000000000011 43.047778594550003 -0.061874999999999999 0.072205000000000033 86.565663342300013 -0.122095 -0.10423499999999999 41.571132012400007 86.89903215050002 0.066710000000000019 70.077349628250019 0.075810000000000016 0.079605000000000023 -0.046635000000000003
decision_type=2 2 2 2 2 2 2 2 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 6 -6 15 8 -8 -10 13 -12 -11 14 -9 16 17 18 19 -1 -21 -22 -23 -24 -25 27 -27 29 -29 -20
right_child=1 2 3 -5 5 -7 7 10 9 12 11 -13 -14 -15 -16 -17 -18 -19 25 20 21 22 23 24 -26 26 -28 28 -30 -31
leaf_value=0.0067446098484813576 -0.10540959340160083 0.10557084050205362 0.019772078685224129 -0.10921740036959803 0.048023850702765311 -0.0052021874534642631 -0.055213359132864438 -0.10332050499333981 -0.044293584098433147 0.079150125633913673 0.089852929998784636 -0.10171526065286068 0.020513942221656686 -0.11253247964072761 0.10130855773028985 -0.0011691107518596395 0.07500692570145448 0.025513529272924919 0.04156896430445034 0.024979608433001371 -0.11892979433585504 0.042364264687289231 -0.11719770478836405 0.042506075817119932 -0.086616388653589782 0.045009571462685041 -0.047891679217473365 0.094222619207462846 0.014815901557088862 -0.017098843790900355
leaf_weight=6.721886012260887 0.17440393823198974 0.15115147829055786 0.21262809236213798 0.21218093072798083 0.79224460863042512 0.74326559899418498 0.41488668840611298 0.15522464143214143 0.38774150666540652 0.57630470092408337 0.13807654159609228 0.12100816817883242 0.54189740779111162 0.54268661549212993 0.075113456696271896 93.722025319601926 0.56037080031819542 4.1851407116337205 1.6824659192934621 1.2909346478409132 0.70008841079879847 0.52147832912305636 0.82056340353028723 0.79227724485099293 0.95636296568773105 1.1079764266032719 2.276241190971632 1.5369895206531508 3.1840887612197548 4.1966564382564711
leaf_count=380 14 1 12 228 13 33 16 89 33 30 5 157 42 143 2 1973 21 159 14 24 130 15 37 52 26 26 115 52 34 158
internal_value=1.072e-05 -0.0285147 -0.0052305 -0.0446548 0.000176976 0.0222597 -8.95809e-05 -0.0178638 0.00866776 0.026267 -0.0672409 0.000379044 0.0507342 -0.0899041 -0.0365908 0.000332824 0.00494298 0.00363308 8.21004e-05 -0.0109216 -0.0342898 -0.0544738 -0.0398735 -0.0565655 -0.0281133 0.0093698 -0.0174763 0.0179407 0.0406675 -0.000309503
internal_weight=129.494 0.750364 0.575961 0.424809 128.744 1.53551 127.208 2.95294 1.92083 1.50594 1.03211 0.259085 1.1182 0.773025 0.230338 124.256 30.5335 29.9731 25.788 11.8036 5.08171 3.79077 3.09068 2.5692 1.74864 13.9844 3.38422 10.6002 4.72108 5.87912
internal_count=4034 255 241 240 3779 46 3733 517 121 105 396 162 72 234 91 3216 1243 1222 1063 664 284 260 130 115 78 399 141 258 86 172
is_linear=0
shrinkage=0.1


Tree=188
num_leaves=31
num_cat=0
split_feature=4 0 4 0 0 0 4 3 2 0 4 0 0 2 1 0 2 2 3 2 0 3 0 1 4 2 4 2 3 3
split_gain=0.0574152 0.154143 0.144088 0.698933 0.421286 0.497452 0.539064 0.464758 0.387927 0.32104 0.244976 0.186131 0.730991 0.211748 0.24841 0.159599 0.30385 0.340344 0.279841 0.375421 0.18994 0.172584 0.130717 0.125975 0.195215 0.248278 0.174755 0.161508 0.117888 0.131381
threshold=42.599563320500003 102.03236296680001 43.157831852650006 86.89903215050002 86.20003303655001 85.683849075550015 42.719328117250008 0.087555000000000022 -0.097294999999999993 90.407470010750018 42.865207177650007 86.692020874450009 86.382848189450016 -0.088224999999999984 54.927888063200008 96.163458868000006 -0.22094499999999997 -0.082424999999999998 0.085235000000000019 -0.08854999999999999 97.39208423365001 0.087245000000000031 91.394134144600017 62.00390986255001 48.226196960950006 -0.24155499999999999 48.96897326980001 -0.102645 0.085820000000000021 0.080135000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 -6 -7 -5 -11 12 13 23 -15 16 22 18 -18 -20 -17 -22 -13 24 25 -4 -26 28 29 -25
right_child=1 -3 11 9 7 8 -8 -9 -10 10 -12 15 -14 14 -16 20 17 -19 19 -21 21 -23 -24 27 26 -27 -28 -29 -30 -31
leaf_value=0.00097347319085574081 0.1015691194103745 -0.052225328967051912 0.061088560758832712 -0.079032278788258803 0.087676162793799334 -0.0039682791145327842 -0.10174626840780757 0.0036833628501377553 -0.10927716540392945 -0.057815289543818163 0.024185076004189524 0.030583581926734205 -0.15163783657769461 0.091563324238777763 -0.10430753822971009 -0.029539510322593401 0.091685834808374347 0.0074946811082275133 -0.041590425087995084 0.08642538823041658 -0.011027573105813168 0.064983680587542211 -0.10643943476089429 0.088091372893845971 0.031524289688914069 -0.10860450805084483 -0.02762807582641057 0.00036071677874859715 0.098775640952123031 -0.049583284378860198
leaf_weight=106.72070375000527 0.48665514153254319 0.65986371300527835 0.11410627151599317 1.740586906205863 1.0580537030473354 0.68223029188811779 0.17814264336448105 1.7457531262189148 0.71787664480507352 0.70488880200718973 0.75407827886374434 0.096071106978344534 0.34995142649859179 0.079333406487420599 0.35219461251472239 1.6328403643710774 1.1663641079067035 3.2796097607933867 0.49261435051448643 0.42821829207241524 0.67239044329107833 0.53748217679094523 0.25288243388058618 0.12904453324154019 1.0985144134610894 0.35280392031563723 0.91582429688423861 0.95584829594008602 0.4017215995118022 0.14975262619554996
leaf_count=2573 10 406 43 31 63 6 80 14 36 30 30 19 7 24 68 32 116 72 39 6 68 21 58 9 19 36 33 25 5 55
internal_value=1.12225e-05 -0.00461753 -0.00315814 -0.0137245 0.0101352 -0.024142 0.0470877 0.0353792 -0.0579633 -0.0500315 -0.0154328 0.00317677 -0.0123674 -0.00165372 -0.0682981 0.0120746 0.0217051 0.0275843 0.0591511 0.0179413 -0.00728901 0.0227402 -0.0687154 0.00533063 -0.00887379 -0.0671339 0.00463051 0.026869 0.0641023 0.014141
internal_weight=128.906 22.1857 21.5258 8.06827 4.86871 2.0649 0.664798 2.80381 1.40011 3.19955 1.45897 13.4576 4.8991 4.54914 0.431528 8.55847 5.71576 5.36681 2.0872 0.920833 2.84271 1.20987 0.348954 4.11762 2.48125 0.46691 2.01434 1.63637 0.680519 0.278797
internal_count=4034 1461 1055 300 209 132 90 77 42 91 60 755 324 317 92 431 310 233 161 45 121 89 77 225 131 79 52 94 69 64
is_linear=0
shrinkage=0.1


Tree=189
num_leaves=31
num_cat=0
split_feature=0 1 1 4 4 3 2 1 3 3 0 2 3 4 3 2 3 0 4 1 1 3 4 3 4 0 0 0 2 3
split_gain=0.0539696 0.568687 0.487137 0.809876 0.487022 0.485231 0.494297 0.28125 0.234477 0.827844 0.869425 0.430537 0.419312 0.465159 0.351518 0.365179 0.426537 0.344136 0.311342 0.306917 0.405478 0.289378 0.270438 0.246019 0.48627 0.387749 0.286554 1.00013 0.30115 0.265724
threshold=87.278104746850019 64.02831883475001 64.665483411650015 41.481306584950012 43.426640904350009 0.088350000000000026 -0.08854999999999999 65.29995953045001 0.091935000000000031 0.088145000000000015 86.135510041400025 -0.085584999999999994 0.10301500000000002 39.861052345600008 0.086520000000000027 -0.016334999999999999 0.07745500000000001 86.83719761350001 39.577821550850011 61.87486387225001 62.009286778800011 0.086030000000000009 40.241071441700008 0.085820000000000021 38.804080188450008 85.121961326250016 86.135510041400025 85.812895065800021 -0.044409999999999998 -0.14860999999999999
decision_type=2 2 2 2 2 2 2 2 2 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 -3 6 -2 -4 9 14 11 -11 13 -10 15 21 -17 -16 -14 -15 -21 23 -20 24 25 -1 27 28 29 -26
right_child=2 4 7 -5 -6 -7 -8 -9 12 10 -12 -13 18 19 17 16 -18 -19 22 20 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.032318435316712073 -0.026782851713031932 -0.12511976960259613 -0.056564922036861622 0.0040025443635174022 0.028203903966894501 0.10345298871632694 0.084630270063558902 -0.00084380931531788774 0.069851768570864683 0.0099535052206154682 -0.084408707222114243 -0.065494247439191897 0.022998124523138777 -0.030220494146850942 0.052687177950287073 0.060241375908714562 -0.10737444541352155 -0.0099163183721690182 -0.046824051867232791 0.054460437913156745 0.0064878518173729282 -0.051876509216642754 -0.0062528756970368499 0.04834906494843836 0.0081909689163878075 0.10413296151239565 0.0064663484290656591 -0.10605243730885515 0.085740149364449431 -0.043906229115400097
leaf_weight=0.29001308168700635 0.85439211130142212 0.67488503170261438 0.91981460526585479 7.8993831453844905 0.29893739922772511 1.5652770511806009 0.74582540243863904 59.632299187442243 1.5816689776838782 2.9455417110439162 2.5350481974892318 1.0176481476155448 3.0099600914400062 1.4979606629094622 2.392104856553487 0.19841817320775845 0.64644597840378992 1.387331575155258 1.9724846333265293 2.3522336562746187 7.0204109416226856 1.0379876974038769 9.835172393548417 1.0954458932392288 2.9105316386576381 0.73872013762593269 8.2736199838109297 1.1500262608751652 0.36055691727960049 1.4753035734756852
leaf_count=136 14 73 17 87 72 28 41 2448 29 62 28 32 39 30 49 108 42 17 16 23 76 10 119 25 75 8 118 22 12 178
internal_value=1.05163e-05 -0.00229441 0.00183531 0.0211287 -0.0780535 0.0638665 0.0251443 -0.00169024 -0.000970475 -0.00732072 -0.0386738 -0.00941959 0.00565569 0.0191824 0.00195853 -0.00381104 -0.0680095 0.0297071 -0.00571174 0.01181 0.0185274 -0.000681665 -0.0130303 0.00257959 -0.000719227 0.0656656 -0.00553871 -0.0223837 -0.00211123 -0.00933344
internal_weight=128.315 56.6985 71.617 11.0649 0.973822 3.16549 1.60022 60.5521 55.7246 28.4547 6.49824 3.96319 27.2699 12.4523 21.9565 18.1771 0.844864 3.77944 14.8176 10.8706 9.37264 17.3322 11.8077 16.2942 15.1988 1.02873 14.17 5.89642 4.74639 4.38584
internal_count=4034 1399 2635 170 145 83 55 2465 1254 922 122 94 332 158 800 734 150 66 174 129 99 584 135 574 549 144 405 287 265 253
is_linear=0
shrinkage=0.1


Tree=190
num_leaves=31
num_cat=0
split_feature=0 0 0 2 2 3 2 0 2 4 1 2 0 1 0 2 1 2 0 0 4 2 2 1 2 2 4 2 3 1
split_gain=0.0544203 0.759947 0.312647 0.29949 0.917696 0.996619 0.347711 0.334394 0.283791 0.304934 0.268937 0.237437 0.256171 0.394426 0.278804 0.235916 0.233608 0.220826 0.269817 0.200917 0.192253 0.151053 0.684293 1.35137 1.06292 0.476869 0.593453 0.75142 0.355996 0.303326
threshold=85.995710218650018 85.925810307250018 86.054856297550018 -0.072524999999999992 -0.063749999999999987 0.10507500000000002 -0.010319999999999999 85.705356740550016 -0.091919999999999988 41.646178195200001 62.052302108850007 -0.073609999999999995 84.226704768850013 61.977025281250008 85.334349518600007 -0.087234999999999993 61.987779113750001 0.051245000000000013 85.877418060900013 71.131225215400022 44.756878345700009 -0.06828999999999999 -0.055334999999999995 70.171445662850019 -0.059424999999999999 -0.075639999999999999 39.337369931850013 -0.070909999999999987 0.082935000000000023 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 3 -2 7 -5 6 16 10 9 -9 11 12 19 14 -14 -15 -6 18 -8 -1 -12 25 23 -23 -25 -4 27 -27 -28 -24
right_child=2 -3 21 4 5 -7 17 8 -10 -11 20 -13 13 15 -16 -17 -18 -19 -20 -21 -22 22 29 24 -26 26 28 -29 -30 -31
leaf_value=-0.068823359408152859 0.042530882352354415 -0.068389125569703821 -0.00062607442119932911 -0.17235710943988408 0.0084894793117006057 -0.10403748428690918 -0.11389905912636189 0.075178058510073809 0.0055134493272435067 0.015029575999374357 -0.10797721846707548 0.074464089767675365 -0.029105387740141826 -0.035104671990507465 -0.11713471484084104 0.034951554612748868 0.078064336730290215 0.0074093586923976154 -0.0035112740939275545 0.015945176925175868 0.039835425486806297 0.070275998952808602 0.039325619544294865 -0.122930744708255 0.08104035416937426 -0.059158260739506634 -0.033073594827403262 0.064950255525866168 -0.11574775773323907 -0.0015193714770941518
leaf_weight=0.29880600388060319 1.7826884181704361 1.716334082186221 51.785395048929331 0.3646714023198 0.98132185532813287 0.91222868468321383 0.4050446152887156 1.6640717685222628 4.0835387560073277 1.7079427393618969 0.40168791515316193 0.3961032703518893 0.90991799044422828 0.85645721637411032 0.59508717269636691 1.0955967844347467 0.94957771302870242 1.773771625554218 0.48843984305858612 4.3515856262893067 0.11267576471436769 3.627435151487588 1.9066441915929306 0.75980949930089969 0.3849091382289771 0.96909346417487541 1.0673949292940963 0.98236695324885548 1.0171800972602794 39.176513195985535
leaf_count=105 15 31 1784 13 29 36 101 9 34 34 69 2 29 33 28 28 43 89 2 261 54 42 18 50 10 29 15 12 27 1002
internal_value=1.86002e-05 -0.00426469 0.0010149 0.000659973 -0.0187245 -0.00855723 0.0103851 0.00757319 0.0232425 0.0447125 -0.00538139 -0.00113415 -0.00482763 -0.0254441 -0.0639127 0.00421462 0.042705 -0.0130122 -0.0535535 0.0104985 -0.0755976 0.000287006 0.00453965 0.0403824 -0.0543459 -0.00320639 -0.0363138 0.00331808 -0.0734149 0.00037622
internal_weight=127.524 24.0649 103.459 22.3485 5.87506 5.51038 4.59816 16.4735 7.45555 3.37201 9.01792 8.50355 8.10745 3.45706 1.50501 1.95205 1.9309 2.66726 0.893484 4.65039 0.514364 101.677 45.8553 4.77215 1.14472 55.8214 4.03604 1.95146 2.08458 41.0832
internal_count=4034 1030 3004 999 313 300 264 686 77 43 609 486 484 118 57 61 72 192 103 366 123 2989 1122 102 60 1867 83 41 42 1020
is_linear=0
shrinkage=0.1


Tree=191
num_leaves=31
num_cat=0
split_feature=1 1 0 2 2 4 3 1 4 3 4 1 2 4 3 4 4 0 4 4 3 3 4 0 2 2 1 4 1 1
split_gain=0.0582658 1.26403 0.315887 0.321112 0.440898 0.475916 0.383006 0.313949 0.353236 0.21308 0.554354 0.569429 0.255057 0.297785 0.471801 0.170584 0.257438 0.318045 0.225076 0.350358 0.658201 0.282385 0.362867 0.301816 0.248222 0.20043 0.192369 0.215001 0.515664 0.150333
threshold=74.739136026450012 73.037342029850024 96.682331287150021 0.22598000000000004 0.10957500000000002 36.728658719300007 0.097015000000000032 78.728807892050014 41.147265497500008 0.093735000000000027 40.098777110850008 83.116371560950014 -0.59502499999999992 40.241071441700008 0.10433500000000002 42.488347682450005 43.077238082650005 100.15850764985002 41.827117825850003 40.94178426300001 0.088220000000000021 0.087715000000000029 40.00488309970001 101.86567856270001 -0.084275000000000003 0.070580000000000018 75.077881750900005 38.804080188450008 81.188747081400024 80.882262854550007
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -5 -6 -9 15 11 -11 -12 -14 -15 18 -17 -18 19 21 -21 22 26 -23 -20 -19 -7 28 -28 -25
right_child=2 -3 3 6 7 9 -8 8 -10 10 12 -13 13 14 -16 16 17 25 24 20 -22 23 -24 29 -26 -27 27 -29 -30 -31
leaf_value=8.0503703243631607e-05 -0.10496142045854379 -0.11435561661205107 -0.10314715870545565 -0.10728712115907679 0.098627449824824409 0.040194440079252144 -0.0059739011881772873 -0.11218752750397459 0.075973580894619738 -0.11568986850161973 0.057601896547630954 0.04753076958160015 0.034881569887662014 -0.10527795774328033 0.0043924293901780832 -0.058081071943820117 0.096103652933976311 -0.10312583419625786 0.085885410119137154 0.050814915342537695 -0.11922877750583881 0.021519290957792332 -0.062140379353009624 0.10331285926987244 -0.0026915262535298326 0.012361777884911267 -0.15896334796238343 0.0092849702277381391 0.077765226403878729 0.029613812517293687
leaf_weight=102.82318304522141 0.26024447144664264 0.97437974952481354 0.39392386144715885 0.51455137370248749 0.899318606709129 1.5094536673277619 1.357750732975546 0.17927728611903149 0.22497282380663819 0.80994806543458142 0.81522535253316153 0.29036860832093225 1.1170011125504977 0.57807014276841062 1.2204067969651076 0.77692230792490491 0.34832589639699996 0.20744104661912388 0.93467525371852389 0.40254757269031038 0.52387925144284964 4.4873378798365593 0.78027426707922121 0.79423463670536854 0.47825386064505326 0.54533577458323634 0.25314921053359274 1.5914567085474116 0.14456348616295145 0.42481942862650612
leaf_count=2383 101 90 199 115 14 8 35 19 32 66 19 27 5 60 31 39 15 342 47 70 13 29 43 16 34 9 22 42 47 62
internal_value=1.28747e-05 -0.000993743 0.00458276 0.00584399 0.00942591 0.00564833 -0.0338171 0.0657248 -0.00747232 0.00789997 -0.0102416 -0.0726167 0.00815497 -0.00567137 -0.0308581 0.0140708 -0.0140042 0.0170958 0.0183489 0.013486 -0.045342 0.018944 -0.000476221 0.0335062 0.0559035 -0.0194629 0.0132763 -0.00715012 -0.0729155 0.07763
internal_weight=126.661 103.798 22.8637 22.6035 20.7312 19.4276 1.8723 1.30357 0.40425 19.0337 4.83102 1.10032 3.7307 2.91548 1.79848 14.2027 1.87803 1.1011 12.3246 10.9117 0.926427 9.98529 4.2789 5.70639 1.41293 0.752777 3.49862 1.98917 0.397713 1.21905
internal_count=4034 2473 1561 1460 1310 1245 150 65 51 1046 208 93 115 96 91 838 405 366 433 352 83 269 162 107 81 351 119 111 69 78
is_linear=0
shrinkage=0.1


Tree=192
num_leaves=31
num_cat=0
split_feature=0 0 1 4 1 3 1 4 3 4 4 0 0 1 0 2 4 2 0 1 1 0 0 4 0 2 4 2 1 2
split_gain=0.057381 0.644957 0.354923 0.826021 0.291556 0.630742 0.27506 0.269332 0.292712 0.258606 0.575705 0.571636 0.802683 0.251705 0.250308 0.276382 0.221761 0.276796 0.221598 0.201596 0.187988 0.362589 0.258231 0.154427 0.714763 0.423242 0.506824 0.435694 0.32035 0.461967
threshold=87.009258933850006 86.89903215050002 64.665483411650015 41.481306584950012 63.705703859100005 0.086230000000000015 65.29995953045001 40.844669808050007 0.089920000000000014 39.664548207900005 40.159267750750011 85.812895065800021 85.667718326750006 62.240494178000013 87.48511602295001 -0.083064999999999986 40.467253020850002 -0.26894999999999997 85.242941942100018 61.853356207250009 60.613977009100005 77.693751511800016 75.994645973400011 43.272784938550004 86.256490657300006 -0.13953999999999997 41.770271989050009 -0.095854999999999996 62.111448187750007 -0.081354999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 7 9 -6 -4 8 13 11 -11 12 18 -2 -5 -16 -12 -18 19 20 21 22 -1 25 -25 26 -19 -27 -29 -30
right_child=2 -3 6 14 5 -7 -8 -9 -10 10 16 -13 -14 -15 15 -17 17 23 -20 -21 -22 -23 -24 24 -26 27 -28 28 29 -31
leaf_value=-0.073651523336960387 -0.029761475175050029 -0.083396498956324353 -0.054703818332021439 -0.032575941947941604 0.040134140247283498 -0.11358459598354503 -0.00061154272532719931 0.092327128121098084 0.071234793514015585 -0.044164116202775126 0.022546925160228062 0.051524197291176868 -0.12610223976844723 0.045024115394373565 0.041996257484884406 -0.0036604217616451338 -0.051715978809154718 -0.0060990957553722896 0.073136592119858776 -0.05504946577214867 0.030095888767201019 -0.081969562675200336 0.09439563336547438 -0.0035350894292893497 -0.13802553219385646 -0.02654727714993553 0.092861817033999372 0.00024831490270889735 -0.028499253103114099 0.060956750644397623
leaf_weight=0.13198915281827828 0.84023525565862589 0.96757143270224233 0.95537577383220096 1.9506755978800336 0.44681368205146899 0.66303024637454655 58.657075563661408 1.2031774572096763 1.3965979274362323 3.1231193015119052 4.0657375644659615 2.9474728498607874 0.49018004722893227 0.96912425383925438 1.7770150238648046 5.222456820309163 1.0897550661757041 0.99462905598920359 0.48309247940778721 0.54348290043890291 1.842686245588993 0.5091703440702986 0.29766195733100176 3.2561130750982552 0.44974771165288974 5.5667224505450532 1.0788868204108437 21.073527318438234 0.80190680688247118 2.0609480441489714
leaf_count=104 6 15 18 34 102 46 2448 39 23 31 33 29 6 35 23 47 32 60 8 47 41 18 7 219 9 66 16 370 7 95
internal_value=5.31796e-06 -0.00250288 0.00182306 0.0165552 -0.000995263 -0.0516987 -0.00147845 0.0519829 0.0368419 0.000112324 -0.00279739 0.0176054 -0.00565389 0.010295 -0.000897584 0.00793082 0.000397457 -0.00207844 0.00985033 0.000655386 0.0115396 -0.0248819 0.0427714 -0.000545307 -0.019857 0.00172113 0.045392 -0.00134811 0.00451229 0.0358995
internal_weight=125.856 52.8842 72.9717 13.3593 51.9167 1.10984 59.6125 4.40913 3.20596 50.8068 43.5611 7.24574 4.29826 1.80936 8.95015 6.99947 40.438 36.3722 3.80808 3.32499 2.78151 0.938821 0.429651 35.2825 3.70586 31.5766 2.07352 29.5031 23.9364 2.86285
internal_count=4034 1361 2673 207 1346 148 2466 103 64 1198 938 260 231 41 104 70 907 874 225 217 170 129 111 842 228 614 76 538 472 102
is_linear=0
shrinkage=0.1


Tree=193
num_leaves=31
num_cat=0
split_feature=4 2 4 3 0 3 0 3 3 1 0 1 1 2 1 0 0 3 4 1 3 0 0 3 4 3 0 3 3 3
split_gain=0.0553722 0.412459 0.158354 0.252436 0.19247 0.350092 0.160414 0.0742114 0.0713404 0.0709733 0.426901 0.233678 0.398798 0.307318 0.220755 0.312403 0.18328 0.26982 0.349797 0.136137 0.127431 0.29706 0.246716 0.183081 0.312667 0.289811 0.283243 0.219699 0.294034 0.194034
threshold=34.654301448200009 0.24901000000000004 32.724174661450007 0.088555000000000023 97.752337623100019 0.11531000000000002 92.805574663100018 0.10546000000000001 0.094375000000000028 61.622148808000013 83.941728207000011 60.613977009100005 58.167480110400007 -0.30094499999999996 57.041016153700006 71.332859575200004 71.249517373150013 -0.23921499999999998 48.86568841230001 61.778079379550007 0.21629500000000004 85.877418060900013 87.818484831100008 0.11531000000000002 39.184300550350009 0.11278000000000003 86.103248543850015 0.11002000000000002 0.10932000000000001 0.11148000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -6 -1 -3 -4 10 11 12 13 -2 15 16 17 -15 -19 -11 23 -22 -23 25 -25 27 -26 28 -21 -29
right_child=9 7 4 -5 5 -7 -8 -9 -10 19 -12 -13 -14 14 -16 -17 -18 18 -20 20 21 22 -24 24 26 -27 -28 29 -30 -31
leaf_value=-0.10084349861122262 -0.10689145012937713 -0.033925059369323593 0.033109538822338413 -0.083376889549347494 -0.10303855543609762 0.083514421183078225 0.083382470650836357 -0.13950491415117844 0.077082074158368041 0.027641817899482266 -0.069999331366666223 0.091315926634784994 -0.10672276921890883 -0.10816252961065938 0.048154609661624222 -0.10278954152081979 0.061708130533116995 0.072851514157374772 -0.062921034138450641 -0.00029839141826339452 0.061056512331390249 -0.026458951340973036 0.026384693081152329 -0.056015200170025509 -0.038085330716638124 0.045476325255550676 0.00909725501253765 -0.057970751039762292 0.05331896911893505 0.00086710654431228955
leaf_weight=0.058918984502270066 0.22051659133285362 0.10621948125117331 0.6616042671666944 0.2966796218061063 0.22576357630896371 0.18144162744283676 0.23895617671809077 0.17837175008025952 0.83410758711397648 1.7786828707903612 1.0102081880031617 0.27826517428911746 0.34069208074652113 0.23013329138666505 1.2215283259283749 0.28605432553013077 0.48616854101419438 0.44629983104459747 0.33010756224393845 98.984685050747885 1.1122455187141884 1.650087906746194 1.9017949460612724 1.5497568673108606 1.8465948507218852 1.3932627502590538 4.0911621635459596 1.2348743200031997 1.033469185233115 1.0263012115265153
leaf_count=68 8 46 28 36 53 6 50 11 26 15 36 12 48 62 30 97 7 85 17 3016 9 21 51 33 28 30 47 26 11 21
internal_value=1.43097e-05 0.0139646 0.0269624 -0.0180859 0.0410374 -0.0199147 0.046943 -0.100099 0.0576315 -0.000302634 -0.0121577 0.00305998 -0.00383559 0.00704766 0.015422 -0.00705644 0.0112893 -0.0130634 0.0151247 0.00018627 -0.000235358 0.0159576 0.00183527 -0.000914794 -0.016016 0.000175853 -0.00557615 -0.000441236 0.000255627 -0.0312655
internal_weight=125.235 2.78206 2.49747 0.594555 1.90292 0.407205 0.297875 0.284591 1.49571 122.453 4.84997 3.83977 3.5615 3.22081 3.00029 1.77876 1.49271 1.00654 0.776407 117.603 115.824 4.66413 3.55188 111.16 7.48751 103.673 5.93776 102.279 100.018 2.26118
internal_count=4034 324 267 154 113 59 118 57 54 3710 402 366 354 306 298 268 171 164 102 3308 3293 81 72 3212 108 3104 75 3074 3027 47
is_linear=0
shrinkage=0.1


Tree=194
num_leaves=31
num_cat=0
split_feature=4 3 3 2 3 4 3 4 4 3 4 4 0 2 1 0 1 2 2 0 3 2 4 4 2 3 4 1 4 3
split_gain=0.0543793 0.114941 0.214947 0.149985 0.0813961 0.284263 0.162293 0.223775 0.115657 0.32627 0.107338 0.103184 0.302864 0.142182 0.0969392 0.0907172 0.293135 0.243656 0.307394 0.222265 0.159031 0.0858665 0.588858 0.524308 0.39315 0.509613 0.380979 0.276644 0.434378 0.60621
threshold=49.283271594150008 -0.25095999999999996 -0.24338000000000001 -0.23369999999999999 -0.55648999999999993 48.86568841230001 -0.27628999999999998 32.724174661450007 48.778770352700008 0.076130000000000017 40.040005255000004 44.421469061800003 73.185207227100008 -0.60918499999999998 61.87486387225001 81.87699236280001 57.772276765200012 -0.43644499999999997 -0.013805 76.451683855550016 0.10507500000000002 -0.16276499999999997 39.792680591700012 40.00488309970001 -0.50001499999999999 0.09914000000000002 41.066313126200008 83.116371560950014 35.419594101850009 0.084360000000000018
decision_type=2 2 2 2 2 2 2 2 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 14 7 -6 11 -10 -9 15 -13 -14 -1 16 17 -8 19 20 -19 22 27 -24 25 26 -25 28 -17 -30
right_child=1 2 3 -5 6 -7 8 10 9 -11 -12 12 13 -15 -16 21 -18 18 -20 -21 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.10967352699020226 -0.10474942852710345 0.10474557428991867 0.01895458832428772 -0.10689141023828935 0.086697690623679505 0.086305893429076783 -0.10585279860970437 -0.030914564406551739 -0.018446689729003703 0.090108572380153101 -0.11312836428745553 0.078175919835644869 0.054950216248679906 -0.064548921584600141 0.03762668792414145 0.021685088296442345 -0.083167792261666207 -0.100894772709697 -0.1063840979586876 0.1025535955939747 0.10116468935315515 -0.00016259953420169442 0.10517746423133681 -0.0041843900114809157 0.052811367587248519 0.04521978892217144 -0.098090324475119672 0.048635850890738901 0.040322912017004497 -0.1083675122455728
leaf_weight=0.13260696499673841 0.15245115419020294 0.1307968944311142 0.18948854017071426 0.18932690646613437 0.10790899648236418 0.39456428587436676 0.14927152916789055 0.34282644343056745 0.59138503714348079 0.52059921775071416 0.29584740305926971 0.21853621958871272 0.1117678082000565 0.9120804989499901 0.067379314563368098 0.71492591429887298 0.5362961114033169 0.11364194716588827 0.12809936856137827 0.43135335668921471 0.059264706447720528 110.67786253854274 0.76948419996188011 1.1939901944806481 1.8529090795345835 1.2050607892597325 0.67699331222684112 0.39137562741268528 0.35999487423396193 1.1504226877586914
leaf_count=44 14 1 12 228 31 5 5 34 26 21 66 14 9 341 15 30 193 72 71 7 2 2404 9 50 62 37 57 86 19 69
internal_value=1.42207e-05 -0.028569 -0.00577958 -0.0439416 0.000166702 0.0370784 -1.09802e-05 -0.046494 0.000271701 0.0323758 -0.0689978 -2.17499e-05 -0.0286931 -0.0515039 -0.0600452 0.000274078 -0.0248706 0.0105916 0.0343257 0.0641553 -0.0316378 0.000573702 0.0103742 0.0284073 0.0164223 -0.00549733 -0.0381631 -0.0288966 -0.0425324 -0.0729284
internal_weight=124.769 0.662063 0.509612 0.378815 124.106 0.594551 123.512 0.746583 122.765 1.11198 0.638674 121.653 1.24238 1.02385 0.199986 120.411 1.41793 0.881631 0.732359 0.60426 0.172907 118.993 8.31516 5.69844 4.92895 3.07604 1.87098 2.61672 2.22534 1.51042
internal_count=4034 255 241 240 3779 64 3715 131 3584 47 100 3537 364 350 59 3173 350 157 152 81 74 2823 419 215 206 144 107 204 118 88
is_linear=0
shrinkage=0.1


Tree=195
num_leaves=31
num_cat=0
split_feature=1 2 1 1 1 1 2 2 2 4 2 4 2 4 2 3 3 2 2 4 1 0 0 3 4 0 1 2 2 1
split_gain=0.0591631 0.559005 0.437578 0.182395 0.174354 0.131192 0.252911 0.505577 0.124342 0.369382 0.943612 0.457653 0.301347 0.2555 0.342302 0.219731 0.340908 0.200451 0.567408 0.466508 0.420374 0.162225 0.718056 0.378911 0.594344 0.369493 0.109792 0.103846 0.462026 0.465817
threshold=81.479100559500012 -0.085584999999999994 83.740093847200015 87.030766598900016 87.33187390945001 80.677940036650014 0.061925000000000015 -0.041369999999999997 0.20167500000000002 40.137820134150012 0.22598000000000004 35.509685375550013 0.17076500000000003 34.466665687600006 -0.117885 0.09450500000000002 0.049900000000000007 0.13006000000000004 0.086310000000000026 39.952536079750011 66.590419433100024 100.15850764985002 101.55650587770002 0.091935000000000031 40.94178426300001 102.11570516885001 69.563854125350005 0.048475000000000011 0.0023400000000000005 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=5 2 -2 -3 -5 8 7 -7 12 11 -11 -10 13 14 -1 16 -13 18 21 -19 -20 27 -23 24 -24 -26 -16 28 -15 -30
right_child=1 3 -4 4 -6 6 -8 -9 9 10 -12 15 -14 17 26 -17 -18 19 20 -21 -22 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.073448926209478349 0.060503103750484892 -0.10863049791599695 -0.10770693852322664 0.10132282905689645 -0.10118901121535828 -0.0039091518349419884 -0.0014242279949713936 0.10181577395393754 -0.015228870857729303 0.082539402688487126 -0.12629860577331811 0.096267206843498682 -0.040884489626764359 0.00030831067009582156 0.081261711368312339 0.094789640387116181 -0.032010513976943891 -0.036860461626173312 0.0063778596762284331 0.077161809838695528 -0.11660675673047929 -0.098665991122340313 0.094581737707473787 -0.084425282407682517 0.018754629943340654 -0.11264426882759621 0.027599455768561917 0.011597065246754419 -0.0046936876321476573 -0.086874129613647377
leaf_weight=0.24059950211903913 0.84989991905149487 0.59790419263663253 0.18905117547149075 0.092682097569195321 0.078541319574469526 0.95977364057034698 2.983345421285776 0.85544786555692465 1.181554991235316 0.36989970208378498 0.52123480565933278 0.37820000594365399 1.8625317665864702 94.317810445289069 0.7758229951141391 1.0438570044934747 0.45813650754280388 0.57005863264202961 0.44581335036127601 0.96834483814018313 0.73803610147660947 0.89436045226830119 0.75370765016487007 0.36394490732345719 0.66536429373081774 0.31547141280907454 0.74970952572766691 7.1629856513845871 1.564424096290167 1.2336033066676462
leaf_count=106 120 155 398 5 282 35 30 10 33 7 41 10 41 2077 29 17 30 19 23 36 65 62 28 33 11 57 27 131 61 55
internal_value=1.08673e-05 -0.0179461 0.029895 -0.0825706 0.0084293 0.000276181 0.0164835 0.0459152 -0.000385283 0.0170499 -0.0396123 0.0335417 -0.000991845 -0.000327017 0.0374063 0.0641901 0.025998 -0.000932887 -0.00144131 0.0349106 -0.0702933 -0.000681465 -0.0236362 0.00834098 0.0278054 -0.0235079 0.0548899 -2.2654e-05 -0.000879691 -0.0409257
internal_weight=124.182 1.80808 1.03895 0.769128 0.171223 122.374 4.79857 1.81522 117.575 3.95288 0.891135 3.06175 113.623 111.76 1.76613 1.88019 0.836337 109.994 108.456 1.5384 1.18385 107.272 2.99285 2.09849 1.73454 0.980836 1.52553 104.279 97.1158 2.79803
internal_count=4034 960 518 442 287 3074 75 45 2999 138 48 90 2861 2820 162 57 40 2658 2603 55 88 2515 191 129 96 68 56 2324 2193 116
is_linear=0
shrinkage=0.1


Tree=196
num_leaves=31
num_cat=0
split_feature=1 2 1 1 1 1 2 2 2 4 2 4 2 4 2 3 2 2 4 1 0 0 3 4 0 1 4 3 4 3
split_gain=0.0521028 0.498446 0.379623 0.163573 0.157047 0.108818 0.217503 0.46471 0.106165 0.317476 0.833648 0.403903 0.24235 0.215269 0.288871 0.204496 0.16936 0.49047 0.399834 0.392032 0.140772 0.63 0.326253 0.526626 0.331292 0.103202 0.10305 0.100889 0.174683 0.0977215
threshold=81.479100559500012 -0.085584999999999994 83.740093847200015 87.030766598900016 87.33187390945001 80.677940036650014 0.061925000000000015 -0.041369999999999997 0.20167500000000002 40.137820134150012 0.22598000000000004 35.509685375550013 0.17076500000000003 34.466665687600006 -0.117885 0.09450500000000002 0.13006000000000004 0.086310000000000026 39.952536079750011 66.590419433100024 100.15850764985002 101.55650587770002 0.091935000000000031 40.94178426300001 102.11570516885001 69.563854125350005 38.903925214650009 0.086230000000000015 38.969453495950006 0.10157500000000001
decision_type=2 2 2 2 2 2 2 2 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 -3 -5 8 7 -7 12 11 -11 -10 13 14 29 -13 17 20 -18 -19 -15 -22 23 -23 -25 -16 -2 28 -28 -1
right_child=1 3 -4 4 -6 6 -8 -9 9 10 -12 15 -14 16 25 -17 18 19 -20 -21 21 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.10616733546952578 -0.0083408906519124928 -0.10788994345215119 -0.10699707298441485 0.10060407920547054 -0.10107852795107791 -0.0035147135186078338 -0.0012808092556981137 0.10015781942731961 -0.013647854713882759 0.078833624150624601 -0.12426401007407549 0.024536695343323204 -0.036566187396687128 -2.227301910698286e-05 0.077933476122942685 0.092866541739436481 -0.03351357279710801 0.0057437441400840792 0.073418271755496076 -0.11507003136824934 -0.095622036389819351 0.092471084728177388 -0.080563200414912467 0.017081254270330547 -0.11147772532336189 0.025026147569166685 0.10315404558844209 0.099385740772583692 -0.10291507885037288 0.045215017229449865
leaf_weight=0.17420299240211523 0.18983372958609834 0.54453086549165053 0.17213767199854146 0.084431607530859765 0.07114085798684755 0.96068548121183972 2.9855453827331075 0.78621507878415198 1.1863222708561805 0.34963534475537006 0.47896246450545732 0.80330541214789242 1.8736329681705672 104.17490221226944 0.73046184808481374 0.96310913749039173 0.5645951498299826 0.44554356913795234 0.91860218923829962 0.67626520699559478 0.83371824637015324 0.69677554958616361 0.34429735166486342 0.65790266788098961 0.28828498755183318 0.74441413109889254 0.089634574949741364 0.46809438127093017 0.076028070776828827 0.056463636690750718
leaf_count=97 29 155 398 5 282 35 30 10 33 7 41 40 41 2324 29 17 19 23 36 65 62 28 33 11 57 27 1 10 80 9
internal_value=9.43892e-06 -0.017398 0.0280619 -0.0820537 0.00837777 0.000252015 0.015118 0.0431444 -0.000349487 0.0161333 -0.0385649 0.0314828 -0.000900176 -0.000299806 0.034954 0.0617924 -0.000848405 -0.00130882 0.0327135 -0.067087 -0.000619162 -0.0226615 0.0079478 0.0264961 -0.0220882 0.0512296 0.0562904 0.0756499 0.0085821 -0.0691113
internal_weight=123.39 1.69583 0.995728 0.700103 0.155572 121.694 4.73245 1.7469 116.961 3.78133 0.828598 2.95274 113.18 111.306 1.70554 1.76641 109.601 108.118 1.4832 1.12181 106.996 2.82098 1.98726 1.64296 0.946188 1.47488 0.823591 0.633757 0.165663 0.230667
internal_count=4034 960 518 442 287 3074 75 45 2999 138 48 90 2861 2820 162 57 2658 2603 55 88 2515 191 129 96 68 56 120 91 81 106
is_linear=0
shrinkage=0.1


Tree=197
num_leaves=31
num_cat=0
split_feature=0 4 4 1 2 3 1 2 2 2 4 4 2 4 2 2 2 1 4 0 0 4 3 0 3 3 3 3 3 4
split_gain=0.0552437 0.34885 0.182778 0.0789014 0.596974 0.25517 0.136217 0.150569 0.0923272 0.278562 0.476462 0.241145 0.180157 0.186722 0.248831 0.142237 0.423808 0.365811 0.341122 0.11153 0.566234 0.253514 0.207471 0.110207 0.0914397 0.802082 0.635658 0.517033 0.557789 0.417124
threshold=104.06483731340002 42.402981339000007 42.536568606950006 81.479100559500012 -0.11963999999999998 0.096315000000000026 80.677940036650014 0.066710000000000019 0.20167500000000002 0.22598000000000004 40.040005255000004 35.509685375550013 0.17076500000000003 34.466665687600006 -0.117885 0.13006000000000004 0.086310000000000026 66.590419433100024 39.952536079750011 100.15850764985002 101.55650587770002 41.092444989200011 0.08729000000000002 92.313586825200005 0.09013000000000003 0.089415000000000022 0.09091500000000001 0.089305000000000023 0.088555000000000023 41.257403903850005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 6 5 -5 8 -8 12 -10 11 -11 13 14 -1 16 19 -18 -17 24 -21 -22 -23 -12 25 27 -26 28 -15 -30
right_child=1 2 -4 4 -6 -7 7 -9 9 10 23 -13 -14 15 -16 18 17 -19 -20 20 21 22 -24 -25 26 -27 -28 -29 29 -31
leaf_value=-0.067444227242930241 -0.10085919802460064 0.085877153469145873 -0.10114405376568243 0.079026241263226757 -0.10747651269621104 -0.061609232182219878 0.037828189966521548 0.0011393269599524213 0.061275047130782606 -0.017916010547579572 -0.1314667046348765 0.049516329131099601 -0.031650332769408845 -0.00016177737590944208 0.048370327022228612 -0.030417682506362748 0.0051722033680511419 -0.11367195671234227 0.069516421280491847 -0.092378400930933802 0.051585991877367225 0.0097669955255248481 -0.082832361371399807 -0.039503852902287098 0.050329350351316408 -0.070492022906821536 0.0003685277677101177 0.06178168352920399 -0.11203223305749153 -0.017766933417756713
leaf_weight=0.21330807276035546 0.33065420384661948 0.24733746200945461 0.066254798121235581 0.44961568529470242 0.50200698413391254 0.18093281036999542 2.0107752582989624 2.5209832745604217 0.97136433472041916 0.95430052777374008 0.26935658769798454 1.1936705757689194 1.856813154707196 47.408355530482368 1.4237971441762045 0.56010488979518303 0.44531247295526444 0.61905159883281158 0.8754591760225594 0.77953563242408508 0.80129673518240441 0.68443236902112381 0.37426943681202829 0.25243763641265105 2.6858925938140592 1.7019024031469587 49.112842052651104 1.2907096203416575 0.76764699828345229 1.2082996333483604
leaf_count=100 555 10 314 71 80 8 19 23 24 28 25 40 39 1463 51 19 23 65 36 62 33 43 25 17 30 50 724 12 22 23
internal_value=8.88715e-06 -0.0291971 0.0463639 0.000162971 -0.0261088 0.0386716 0.000408911 0.0174185 -0.00025303 0.0154198 -0.00126406 0.0195575 -0.000758903 -0.000241927 0.0332802 -0.000743954 -0.00116006 -0.0639495 0.0305258 -0.000534396 -0.0208345 0.00914996 -0.0229685 -0.0869762 -2.00454e-05 -0.00296632 0.00295912 -0.000698498 -0.00233148 -0.0543886
internal_weight=122.759 0.644246 0.313592 122.114 1.13256 0.630548 120.982 4.53176 116.45 3.64113 2.66977 2.14797 112.809 110.952 1.63711 109.315 107.88 1.06436 1.43556 106.815 2.63953 1.86 1.0587 0.521794 104.176 52.3769 51.7987 50.675 49.3843 1.97595
internal_count=4034 879 324 3155 159 79 2996 42 2954 134 110 68 2820 2781 151 2630 2575 88 55 2487 163 101 68 42 2324 1570 754 1520 1508 45
is_linear=0
shrinkage=0.1


Tree=198
num_leaves=31
num_cat=0
split_feature=0 1 2 3 0 4 4 2 3 2 2 0 0 2 3 4 3 3 3 0 1 4 0 3 0 2 3 1 0 4
split_gain=0.0544189 0.579094 0.220191 0.161585 0.49778 0.312006 0.206581 0.188418 0.30286 0.245959 0.130772 0.233844 0.445801 0.220488 0.347037 0.188776 0.187742 0.971321 0.679474 0.590428 1.02514 0.81909 0.433376 0.454358 0.430991 1.15725 0.330132 0.36082 0.952596 1.01111
threshold=96.682331287150021 72.187789260650007 0.070580000000000018 0.10040500000000002 97.521130223850008 34.41230404325001 35.050303764500008 0.22598000000000004 0.097015000000000032 0.13747000000000004 0.20949500000000004 89.953120586650016 92.313586825200005 0.13747000000000004 0.099855000000000027 34.41230404325001 0.09013000000000003 0.089415000000000022 0.089305000000000023 93.805681087600007 65.907551067950024 38.244973486750006 93.953546284800012 0.10335500000000002 94.625660817400004 -0.117885 0.088350000000000026 69.873026810350026 93.399723909900004 37.627645350900004
decision_type=2 2 2 2 2 2 2 2 2 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 5 -5 -2 -7 9 -9 -8 13 -12 -13 15 -15 -1 17 18 26 20 -18 -21 -23 24 25 -24 27 28 29 -17
right_child=3 2 -4 4 -6 6 7 8 -10 -11 11 12 -14 14 -16 16 19 -19 -20 21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.044265667490609034 -0.10499230368028374 -0.11052797629611143 -0.023296666956283272 -0.10934088168352507 -0.0021402986505672955 0.079597237692769995 0.0071716545850435912 -0.1053661289132658 0.010315160294281971 0.061421938288872636 0.073541704730666665 -0.052878432446515966 0.058018708613179898 -0.076297497362464578 -0.0026564282049544551 -0.079956236674681241 0.0051809226711223132 -0.097643677503593443 0.094437940058061665 -0.068693354851683916 -0.046862738527970703 0.10543499324980879 0.066426168694237994 0.094958283910488633 0.041816654655659174 -0.14308433850190325 -0.036120837419655619 -0.02705420645176735 0.08932591000482093 0.0028141769780064296
leaf_weight=0.95492308382108504 0.24371711153691578 0.64032956987466494 0.52796082298118563 0.47760130185633798 4.6544786933318392 0.40433763546025403 20.116023488457365 0.37920114125154114 0.56133309722645208 0.87194099790212831 0.66274595761933541 0.73463738372083731 0.71558873483445495 0.98353650454373509 1.8317643922055138 1.5551683704070516 35.940202134152059 1.1089226907934051 0.70638520549982686 0.68205932251294044 4.2303327471599905 1.0440984244924036 0.53303970862179995 0.91196671006036911 1.9981821546098215 0.52165276836603947 3.04949372523697 4.9262645501494253 1.2027785592363205 28.946591293431993
leaf_count=116 133 117 54 13 208 27 1115 80 7 28 39 33 15 48 27 88 431 48 10 32 60 11 8 15 31 36 56 210 22 916
internal_value=3.60882e-06 -0.00114003 -0.0711074 0.0039002 -0.0121166 0.00754112 0.00876919 0.0074632 -0.0363248 0.00942547 -0.000263345 0.0243309 0.00184182 -0.000833613 -0.0283832 4.46414e-05 -0.00043875 -0.00531241 -0.00277721 0.00397094 -0.000299761 0.0341162 0.0481156 0.0330211 0.014519 -0.0371981 -0.00450782 -0.00187606 0.00203613 -0.00140597
internal_weight=122.117 94.4086 1.16829 27.7086 5.13208 22.5766 22.3328 21.9285 0.940534 20.988 93.2403 2.11297 1.45023 91.1274 2.8153 88.3121 87.3571 41.4956 40.3867 45.8615 40.1705 5.691 5.00894 3.96484 3.05287 1.05469 39.6803 36.6308 31.7045 30.5018
internal_count=4034 2423 171 1611 221 1390 1257 1230 87 1143 2252 87 48 2165 75 2090 1974 1350 1302 624 491 133 101 90 75 44 1292 1236 1026 1004
is_linear=0
shrinkage=0.1


Tree=199
num_leaves=31
num_cat=0
split_feature=3 3 0 1 0 0 4 0 2 2 1 2 4 4 1 2 2 4 0 0 4 0 2 0 0 2 2 2 3 2
split_gain=0.0566847 0.26543 0.172183 0.882365 0.589199 0.427988 0.351093 0.673284 0.405746 0.305495 0.29121 0.376895 0.359324 0.256821 0.229668 0.223345 0.217781 0.530232 0.666516 0.330583 0.262828 0.213814 0.199161 0.190449 0.26555 0.18732 0.175311 0.330034 0.219537 0.851162
threshold=0.08481000000000001 0.085185000000000025 90.407470010750018 67.074341896550024 91.937202686950016 92.805574663100018 35.782584506850007 93.399723909900004 0.086310000000000026 -0.30094499999999996 64.94239459915002 -0.039434999999999998 42.283941020600004 38.625745710700009 69.64719632740001 0.0041150000000000015 -0.054619999999999995 43.631818398850008 97.752337623100019 98.413698323200009 43.680097826700013 86.329079026800017 -0.039434999999999998 101.55650587770002 102.11570516885001 0.11704500000000002 -0.046635000000000003 -0.24468499999999999 0.049900000000000007 -0.071864999999999998
decision_type=2 2 2 2 2 2 2 2 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 -6 -7 -8 14 -1 11 26 15 -12 -9 -13 17 18 -16 -20 -19 -17 -18 -21 -25 -14 27 -11 29 -29
right_child=1 -3 3 4 5 6 7 8 -10 10 13 12 25 -15 16 21 22 20 19 23 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.10708885219102156 -0.050511979493911008 -0.00071081041532845834 0.093412281627021143 -0.11155273363537224 0.070708220790717966 0.073772909553766489 -0.13617018794848257 0.091747611627920694 -0.1061812219258611 0.093910547024588786 -0.0091685705124893557 0.098574286577065295 -0.11112776984644564 -0.093358612810058472 -0.108719597635291 -0.063235787461553311 0.037450591181852184 0.11298085555512408 0.089794219185886856 -0.10887293095672793 -0.019510150771260039 0.10112368656965497 0.0028676377286393938 0.095329389317933888 -0.10216777629424521 0.098257791059203972 -0.043107510894890101 -0.0033305062901079633 -0.019719925531134577 0.10409142266332555
leaf_weight=0.27968777744900108 1.0835647371204675 86.87045303478817 1.2010726444423223 0.42635901713219837 1.0039078415284155 0.66651090548788161 0.35649762883986014 0.30591749593440631 0.33000960452909645 0.36690800498763643 0.87970291962847003 0.89237859000786446 0.18156964841364231 0.61609117274292657 0.93563805449229709 0.19849125111795729 2.1647883317637024 0.35520048160105933 0.34147233888506889 0.21510273509193212 0.25883099887596472 0.13164253160357475 7.2165778959979452 0.16936718113720417 0.11384241848918464 0.055873862809676211 0.99639692972414096 7.1840868304934693 4.5969290052307779 0.82200687378644843
leaf_count=73 30 2036 36 28 17 105 15 14 107 20 19 46 83 54 51 49 10 3 5 36 381 4 119 4 170 6 10 361 130 12
internal_value=5.5075e-06 -0.00132434 0.00352192 0.0109678 0.00430413 0.00772645 0.00301841 -0.000676473 0.00321683 -0.00343019 -0.00171693 0.00236798 0.0507129 -0.043845 0.00620624 0.0725768 0.00398307 -0.0229689 -0.050672 0.0140012 0.0571323 0.00230339 0.0108478 -0.0379365 0.015941 -0.0618563 -0.00268571 0.000419636 -0.00230214 0.00769879
internal_weight=121.217 87.954 33.2629 16.0611 14.86 14.4337 13.4298 12.7632 12.4067 17.2018 16.9221 15.4263 1.45996 1.49579 12.0767 1.22251 11.7708 2.38945 1.77542 0.839785 0.614031 0.330134 9.38137 0.498312 0.28321 0.237444 13.9663 12.9699 12.603 8.00609
internal_count=4034 2066 1968 1101 1065 1037 1020 915 900 867 794 721 188 73 793 99 779 650 266 215 384 53 129 210 174 89 533 523 503 373
is_linear=0
shrinkage=0.1


Tree=200
num_leaves=31
num_cat=0
split_feature=2 2 2 3 2 4 3 1 2 2 3 4 4 4 2 1 1 3 4 1 2 2 4 1 0 0 2 0 0 3
split_gain=0.0588953 0.438933 0.569955 0.241803 0.234118 0.154833 0.582625 0.521649 0.686075 0.538973 0.517482 0.426155 0.396796 0.357747 0.505255 0.460236 0.446005 0.377413 0.250193 0.399165 0.706028 0.252076 0.248931 0.790063 1.06139 0.952466 0.444054 0.283316 0.490704 0.537769
threshold=-0.117885 -0.11103999999999999 -0.10946499999999999 0.086555000000000021 -0.122095 37.038444968100009 0.11768500000000003 70.171445662850019 0.048475000000000011 0.051245000000000013 0.11531000000000002 38.400997490450003 38.748048509250005 39.458743938000005 -0.061874999999999999 61.853356207250009 58.167480110400007 0.09091500000000001 38.244973486750006 69.238550691600025 -0.046635000000000003 1.0000000180025095e-35 39.896141435400004 62.00390986255001 89.493394246350007 93.55565448145002 -0.059424999999999999 85.812895065800021 85.995710218650018 0.10932000000000001
decision_type=2 2 2 2 2 2 2 2 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 -1 6 7 -4 -9 -10 -11 18 -13 14 -14 16 -15 -16 19 -7 -21 -22 23 -17 -25 -26 -27 -24 29 -29
right_child=1 2 5 -5 -6 11 -8 8 9 10 -12 12 13 15 17 22 -18 -19 -20 20 21 -23 27 24 25 26 -28 28 -30 -31
leaf_value=0.0012320165460684585 0.0036806873174871275 0.09150132937808314 0.013301861808425528 -0.059507183935500189 0.035095351514511548 0.040793667655419738 -0.07921026471322358 -0.1140724193245487 0.071065610898989037 -0.11697495976422663 0.10501170990658021 -0.048551802030433328 -0.020250104267905168 0.02605315908082096 0.0093993630855245796 0.047253719201333193 -0.11004044709369416 0.069554678864968522 0.056916572074057564 -0.10959303633975846 0.04377490457630933 -0.018304258068041156 0.01821502194926326 -0.14995442695825131 0.090310250831189653 -0.11426826162898576 -0.01788966224661866 -0.066504123319205632 0.00051228040713207105 0.0028133534352358645
leaf_weight=20.823589758863935 0.87842172967066234 0.67728554807217634 5.3628541906800802 1.9499984904300616 2.2635496213624711 2.8475002840859807 1.1621231603203339 0.85931074929067142 0.58863788098096825 0.44516122132154123 0.13743281364440918 1.7528029840759689 1.8810271522233959 0.35428815628256305 1.9184237886584004 1.1859501786530007 0.75177245956365368 2.2854726811347064 1.7039370566926662 0.58878311363696445 1.2617676612862854 1.3581561175451495 7.6958455425447019 0.78150875307619605 0.62802358320914242 0.71192363747104614 1.4552214580198772 2.3825108916498712 51.662694328858151 2.1107509394641966
leaf_count=1504 18 15 98 43 30 42 30 76 3 106 1 41 34 128 31 11 40 39 25 70 11 38 219 10 17 35 32 49 1227 11
internal_value=1.10624e-05 -0.00106555 9.56445e-05 -0.0398829 0.0045521 -0.000563833 -0.0133888 -0.00304278 -0.0462105 0.0035785 -0.0646087 0.000722228 -0.00151332 -0.000425674 0.0228279 -0.00245516 -0.0664476 0.0421031 0.0230652 0.013541 -0.0106438 0.0115934 -0.0014236 -0.023478 -0.0469311 -0.0181265 -0.0495508 0.000221408 -0.00224451 -0.0339416
internal_weight=120.467 97.3796 94.5512 2.82842 23.0871 93.8739 8.55552 7.3934 2.03054 1.17123 0.582594 85.3184 77.5582 75.8054 6.08492 69.7205 1.10606 4.2039 7.76014 6.05621 3.20871 2.61992 68.6144 4.76263 3.57668 2.79517 2.16715 63.8518 56.156 4.49326
internal_count=4034 2500 2439 61 1534 2424 314 284 186 110 107 2110 1924 1883 104 1779 168 70 186 161 119 49 1611 105 94 84 67 1506 1287 60
is_linear=0
shrinkage=0.1


Tree=201
num_leaves=31
num_cat=0
split_feature=3 3 3 3 2 1 2 4 0 2 1 2 4 4 1 4 2 1 0 2 2 4 3 1 3 3 3 3 3 3
split_gain=0.0533777 0.189007 0.171362 0.715072 0.388823 0.500803 0.335343 0.338249 0.334634 0.409581 0.30484 0.163328 0.272657 0.356521 0.521458 0.36544 0.470931 0.245359 0.366152 0.47654 0.403452 0.275908 0.347637 0.227328 0.31412 0.461584 0.23089 0.214557 0.351546 0.334943
threshold=0.10249000000000003 0.10335500000000002 0.096515000000000031 0.096010000000000026 -0.06483499999999999 70.641925835650014 -0.58559499999999998 42.198888176300009 89.705782438650019 -0.086139999999999994 62.079186690200011 0.070580000000000018 35.419594101850009 39.749124837650008 68.910558799650019 40.206947806850003 0.22598000000000004 61.950140699950005 87.170566421650008 -0.037054999999999998 -1.0000000180025095e-35 41.481306584950012 0.081280000000000019 61.923256118600001 1.0000000180025095e-35 -0.144095 -0.25095999999999996 0.09013000000000003 0.09091500000000001 0.089415000000000022
decision_type=2 2 2 2 2 2 2 2 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 11 6 -6 -4 8 10 -10 -8 17 -13 14 -14 -15 -17 18 19 21 -21 22 -1 24 25 26 -23 29 -29 -19
right_child=1 -3 4 -5 5 -7 7 -9 9 -11 -12 12 13 15 -16 16 -18 27 -20 20 -22 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0045050584370197773 -0.030644082988042616 -0.0012943172963655299 0.061528180289475078 -0.091126920400576419 0.064219863322613091 -0.0047451305699963567 -0.0067597294262705197 -0.068881202156524365 -0.08831992594644153 0.0090080878947896674 0.053873099269486552 0.066527474480877133 0.003781702683435445 0.074931189914028473 -0.11200862437500046 -0.0037623263462479985 -0.12204066111601307 0.0020433097116194488 -0.099713907735325194 0.10279870865536878 -0.10712550876872934 -0.023988468044452083 -0.07576204759503119 -0.046895855614163054 0.044380248368117971 -0.11123864287981766 0.0584087799127532 0.054651765676369007 0.0084257183186242975 -0.040141229612290892
leaf_weight=1.3069165133142635 2.4038261479290695 25.156394388678564 0.73571391093355476 0.86019178718561207 2.5812869407091039 1.7783934719191163 2.0675442751962696 0.83939626259052591 0.80812457017509542 0.92992741131456591 1.3844214374548753 0.38041457575127324 0.69302387480274752 0.49944676704035362 0.88637819165887777 3.1248319570702283 0.37726666987327906 45.768170476840737 0.47582039237022389 0.58320864610868739 0.10859969633201938 0.82887980001760275 1.437955303394119 0.85926262068096537 1.5163137281488159 0.40593978247488882 0.57668562233448029 1.8283039707930608 16.423445380377416 1.9629164336292877
leaf_count=140 27 478 12 28 47 48 21 38 47 27 29 58 28 38 71 148 52 1931 14 20 109 49 42 13 36 56 14 39 305 69
internal_value=6.37226e-06 -0.00385423 0.00116252 -0.000437613 0.0127993 0.0360878 -0.00220854 -0.00998575 -0.000460422 -0.0362455 0.0175573 0.000536981 -0.015387 -0.0209706 -0.0612011 -0.00509163 -0.016504 0.00181837 -0.0146075 -0.00929575 0.0698449 -0.017194 -0.0418344 -0.00104075 0.0107993 -0.0173095 0.00981808 0.00383469 0.0130562 0.000308492
internal_weight=119.589 27.5602 92.0288 80.904 11.1248 4.35968 6.76513 6.02941 5.19002 1.73805 3.45197 80.0438 5.96136 5.58095 1.5794 4.00155 3.5021 74.0824 8.09958 7.62376 0.691808 6.93195 2.74487 4.18708 3.32782 1.81151 1.40557 65.9828 18.2517 47.7311
internal_count=4034 505 3529 3260 269 95 174 162 124 74 50 3232 395 337 99 238 200 2837 493 479 129 350 182 168 155 119 63 2344 344 2000
is_linear=0
shrinkage=0.1


Tree=202
num_leaves=31
num_cat=0
split_feature=0 0 1 4 1 4 1 0 1 0 1 1 4 1 4 3 0 0 3 1 4 2 1 1 1 0 3 3 4 1
split_gain=0.0546837 0.520909 0.292001 0.794316 0.255654 0.793395 0.584672 0.426826 0.665845 0.820841 0.553125 0.381916 0.560706 0.964595 0.434447 0.290416 0.283315 0.883357 0.765672 0.453183 0.371573 0.712401 0.254754 0.23271 0.555196 0.512776 0.680518 0.260397 0.229246 0.222629
threshold=87.009258933850006 86.89903215050002 64.665483411650015 41.481306584950012 66.351146659450009 38.244973486750006 66.590419433100024 93.399723909900004 69.873026810350026 93.692765846100016 69.238550691600025 69.238550691600025 37.784765830350004 67.649671936450019 41.898943182100005 -0.10565499999999999 93.953546284800012 94.625660817400004 0.10040500000000002 70.206395618550019 36.010074051050005 -0.16048499999999999 65.611820673600008 70.727956495850009 71.015621515800021 96.039789794050009 0.076615000000000016 0.087905000000000025 40.844669808050007 62.391047833300007
decision_type=2 2 2 2 2 2 2 2 2 2 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 28 5 22 -6 11 10 -10 -9 12 -8 14 -14 -13 -11 18 20 -19 -18 -22 -4 27 -25 26 -26 -21 29 -2
right_child=2 -3 4 -5 6 -7 7 8 9 16 -12 15 13 -15 -16 -17 17 19 -20 23 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0011035294574421454 0.0090725362666558753 -0.077102661440069706 0.022781839424833399 -0.0014167243287381273 0.052879281444336727 -0.090564646033198359 0.047698303250990587 -0.0059658753993269489 -0.11862764202139003 0.037528946661450208 0.081143002072339029 0.0096294836188925165 -0.1247880078899829 0.018096594109315006 -0.020632777770829169 -0.11805670212608864 -0.01247314965554723 0.10776531513938155 0.077314398414434632 -0.12387733750664719 0.058749931587406025 -0.12487878387947385 -0.027640133718687451 0.05009646273627591 0.027198628563996564 0.0023478412547743863 -0.10352798356550826 0.0006496775882154621 0.093330886582296949 0.063721377987222425
leaf_weight=49.922209531160206 1.3893084395676845 0.91846451535820861 2.1853544507175675 8.7397887315601093 2.0766018256545058 1.284837437327951 1.0696657661756024 1.1986222155828721 0.58860700856894155 1.9473722136681306 1.860319169660215 0.23878614671048126 1.119646447565174 1.7151165506002142 0.62348101659154043 0.7012167216871602 0.67497339274268586 0.40683919750153918 0.37755078385816876 0.31026451689831347 0.24498898778983891 1.5351508211497269 1.8505463693290947 2.3062000773061291 0.63924793280966952 28.968667920972962 1.056072920149745 0.36602329392917454 1.0174056459218261 1.608526667114347
leaf_count=1346 17 15 27 104 30 36 18 26 18 38 28 17 38 38 22 65 7 3 14 26 11 114 22 33 31 1607 180 17 39 47
internal_value=5.11223e-06 -0.0024765 0.00185775 0.0154979 -0.00128574 -0.0221255 0.000930786 -0.00131904 0.0020659 -0.00142154 0.0470101 -0.027617 -0.0155753 -0.0351464 -0.0875338 -0.085621 0.000354986 -0.00160759 -0.0552637 0.0028557 -0.0756518 -0.0996072 -0.000337708 0.00158718 0.00277826 -0.000780479 -0.0542354 -0.0564803 0.052315 0.0383951
internal_weight=118.942 50.8407 68.1012 12.755 55.3462 5.32074 50.0254 47.9488 42.4809 39.422 3.05894 5.46791 4.52791 3.45824 1.74313 0.940003 38.8334 36.886 2.83266 34.0533 2.45511 1.78014 4.0359 33.6465 32.9702 30.664 1.69532 0.676288 4.01524 2.99784
internal_count=4034 1361 2673 207 2466 85 2381 2351 2153 2099 54 198 116 98 60 82 2081 2043 146 1897 132 125 49 1894 1851 1818 211 43 103 64
is_linear=0
shrinkage=0.1


Tree=203
num_leaves=31
num_cat=0
split_feature=4 3 0 4 4 0 0 2 0 0 0 4 0 2 3 4 2 4 4 3 3 4 2 0 1 2 2 1 0 2
split_gain=0.0490907 0.22437 0.110028 0.064077 0.764716 0.224487 0.571321 1.28477 0.809843 0.848112 0.334719 0.304747 0.559543 0.445011 0.319942 0.301052 0.272564 0.290284 0.214318 0.184356 0.277872 0.172465 0.666478 0.437804 0.2615 0.223038 0.165665 0.276678 0.570126 0.388042
threshold=32.724174661450007 0.088555000000000023 92.805574663100018 38.478081868400004 38.748048509250005 91.066142252700018 94.773526014550015 -0.041369999999999997 95.050437202000012 96.531777631850005 97.39208423365001 37.038444968100009 85.812895065800021 -0.10946499999999999 0.10507500000000002 37.784765830350004 -0.122095 35.171584490050009 36.257608591500009 0.10507500000000002 0.09062000000000002 39.184300550350009 -0.070909999999999987 93.953546284800012 78.285212300550015 -0.037054999999999998 -0.16276499999999997 62.084563606450011 94.354126546200021 -0.26894999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 11 7 18 -8 -10 -11 13 -13 14 16 -12 17 -2 -7 20 -15 22 23 -6 -25 -24 27 -23 29 -29
right_child=3 -3 -4 4 21 6 8 -9 9 10 15 12 -14 19 -16 -17 -18 -19 -20 -21 -22 26 25 24 -26 -27 -28 28 -30 -31
leaf_value=-0.10067340813921336 -0.12065737353793958 -0.088327300258389849 0.066573858195284927 -0.075948450229820053 -0.072130640273998139 -0.051596000947724312 0.10004547178731647 0.014780436329087602 -0.11521986781286592 0.037906608554037408 -0.00062409469288904828 0.0023153122302355588 0.080311071886876764 -0.035400643480121834 0.10071059857009231 -0.10833184620342989 0.10122902731148758 0.03673748229473181 -0.12503881262853805 -0.051069889853644704 0.035424991552028821 -0.011105126833435479 0.077483417798264384 -0.034797605563946891 0.077409112638609889 0.02141982778177294 -0.0021950932848225765 0.020877694580730029 -0.010415451079096407 0.092166754292828085
leaf_weight=0.047780225697350853 0.22749752808886092 0.30276086661115187 0.22255706963795774 1.3394629306712875 1.0120151160663224 0.6160896072979084 0.93200230243382964 2.3220433543901873 0.57853343471651886 2.6378073142841458 2.7168177721105171 1.942711688927375 1.746864693239331 1.1622401905187896 0.64151855418458581 0.28691117652124365 0.19441764056682587 0.24163670404959703 1.1190542751428436 1.1431390102952717 1.0583829433890057 3.1818554266319534 1.4101766408130063 0.3854484773473813 0.45039122516755015 1.4283603729199956 83.034841573043309 1.6139186490172508 2.4093788194795707 1.4491191056149544
leaf_count=68 21 55 75 47 24 19 16 31 28 24 247 50 32 29 17 69 6 49 38 16 18 216 14 14 27 30 2347 99 251 57
internal_value=-6.05198e-06 -0.0292023 0.0370141 0.000136614 -0.000909365 0.00535992 -0.00388919 -0.0338639 0.0131147 8.91653e-05 0.011914 0.0177637 0.0392431 0.000789377 0.0503546 -0.0109122 0.00167067 -0.0395881 -0.0989618 -0.0184409 -0.00164406 0.000133556 0.018845 -0.0278948 0.0256649 0.0492721 -0.000822817 0.0123437 0.0259777 0.0546045
internal_weight=117.856 0.573098 0.270337 117.283 97.715 19.5677 11.2093 4.05719 7.15207 6.22007 5.64154 8.35841 3.68958 4.66883 1.30507 3.00373 0.663552 0.469134 1.73514 3.36376 2.22062 96.3755 4.68639 1.84785 0.83584 2.83854 91.6891 8.65427 5.47242 3.06304
internal_count=4034 198 143 3836 3126 710 472 88 384 368 340 238 82 156 93 316 76 70 57 63 47 3079 109 65 41 44 2970 623 407 156
is_linear=0
shrinkage=0.1


Tree=204
num_leaves=31
num_cat=0
split_feature=0 1 4 1 4 3 2 1 4 1 0 1 0 0 0 1 3 4 2 1 1 4 2 1 0 4 1 1 1 0
split_gain=0.0499007 0.453223 0.403583 0.309684 0.645158 0.415612 0.339831 0.185659 0.658595 0.491825 0.354022 0.571213 0.741769 0.601465 0.747534 0.490395 0.470708 0.397345 0.589728 0.355145 0.330113 0.541716 0.821322 0.282931 0.241363 0.235923 0.205676 0.181296 0.46056 0.45213
threshold=87.278104746850019 64.02831883475001 43.426640904350009 64.665483411650015 41.481306584950012 0.088350000000000026 -0.08854999999999999 66.351146659450009 38.478081868400004 66.590419433100024 93.399723909900004 69.873026810350026 93.805681087600007 93.953546284800012 94.625660817400004 69.238550691600025 0.097450000000000023 36.010074051050005 -0.16048499999999999 70.206395618550019 69.238550691600025 40.137820134150012 -0.102645 69.873026810350026 91.937202686950016 33.96174662340001 65.611820673600008 70.727956495850009 71.015621515800021 96.039789794050009
decision_type=2 2 2 2 2 2 2 2 2 2 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 26 -9 20 15 -13 -14 16 -12 17 -15 -19 -16 21 24 -23 -22 -11 -25 -5 -21 -29 -30
right_child=3 2 -4 7 -6 -7 -8 9 -10 10 11 12 13 14 19 -17 -18 18 -20 27 23 22 -24 25 -26 -27 -28 28 29 -31
leaf_value=-0.0010700305493420597 -0.01741642271855131 -0.12083206589428341 0.024219850504241764 0.021182293914118473 0.0030649205421731771 0.10291442601542096 0.082565897231925145 0.049614072324597816 -0.086036941600998271 -0.012600266598863957 -0.0050459722380966224 -0.086198593287391739 0.065903385299048892 -0.0032936584790804213 0.10188938464580324 0.078527727796981139 0.044500749181265703 0.055400548064276717 -0.12212515070716812 -0.051193372307511448 -0.11806141730499704 0.015889673734978845 -0.10257975838321276 0.10222031309887947 0.057090972915318144 -0.10175612658337135 -0.02466179115214593 0.046207883168983957 -0.053553082950497204 0.0019387548419911088
leaf_weight=52.198502714101323 0.83405139856040478 0.58998968155492448 0.28422277298159315 2.1255510840564962 7.6397768193855882 1.2293244712054727 0.57384426984935843 1.975374275818466 1.1466996623203156 0.95682027548900705 1.1846081988769577 1.0062944154487912 1.3674134407192458 0.61560367618221778 0.354689153842627 1.7238012323141445 0.41575134017330118 0.21666090306098373 1.3725916060720913 0.64533584941818745 0.62012664787471283 1.0972787568753117 1.2539416293147954 0.12797554209828377 1.0339802578091619 0.10181628561622347 1.8136571403592823 2.2287523220438734 1.5471239604639802 28.806890374592683
leaf_count=1254 14 73 72 27 87 28 41 30 35 31 26 29 27 6 3 28 19 11 110 43 15 32 38 2 15 65 22 33 211 1607
internal_value=1.32828e-06 -0.00226594 -0.073673 0.00188103 0.0177858 0.0604307 0.0233354 -0.0011606 -0.0193402 0.000739804 -0.00132854 0.00175237 -0.00146955 0.000799831 -0.00165915 0.0444878 -0.0530988 -0.0715024 -0.0979233 0.00235491 -0.0259461 -0.0147901 -0.0472919 -0.0829394 0.0235959 0.0118423 7.51456e-05 0.00129244 0.00233197 -0.000889627
internal_weight=117.088 53.0727 0.874212 64.0157 10.277 2.63722 1.4079 53.7387 5.08591 48.6528 46.6775 41.4855 38.5771 37.5708 36.2034 2.90841 2.62061 2.20486 1.58925 33.5828 5.19194 4.34202 2.35122 0.849918 1.9908 0.229792 3.93921 33.2281 32.5828 30.354
internal_count=4034 1399 145 2635 170 83 55 2465 84 2381 2351 2153 2099 2070 2043 54 146 127 121 1897 198 116 70 82 46 67 49 1894 1851 1818
is_linear=0
shrinkage=0.1


Tree=205
num_leaves=31
num_cat=0
split_feature=2 2 2 1 2 3 2 1 1 2 4 4 4 1 2 2 3 1 1 1 0 0 4 0 0 0 2 4 4 1
split_gain=0.0520352 0.101055 0.129474 0.29808 0.28212 0.366099 0.357394 0.369559 0.224504 0.209361 0.200766 0.184526 0.415733 0.171958 0.214371 0.157652 0.150488 0.12577 0.123051 0.106753 0.270287 0.272201 0.158144 0.505784 0.200058 0.222164 0.18873 0.15055 0.173006 0.144214
threshold=-0.69416999999999995 -0.63113999999999992 -0.59260499999999994 78.285212300550015 -0.50001499999999999 0.098105000000000026 -0.58287999999999995 74.916574263050009 75.634392583900009 -0.24468499999999999 47.709122305950011 35.782584506850007 39.337369931850013 81.479100559500012 -0.085584999999999994 -0.086139999999999994 -0.097689999999999985 87.030766598900016 87.33187390945001 75.408562100950022 97.878695155250014 97.521130223850008 40.206947806850003 101.18549865570002 99.239054969250006 100.27142289135001 -0.089094999999999994 39.256147742250008 40.664404858950007 81.011308844800013
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 -8 -6 -13 19 15 16 -15 -16 -19 -11 21 27 23 26 -24 -26 -22 -21 -29 -25
right_child=1 2 4 -5 9 -7 10 8 -10 13 -12 12 -14 14 17 -17 -18 18 -20 20 22 -23 24 29 25 -27 -28 28 -30 -31
leaf_value=0.043952007065107462 -0.030146106026039406 0.0032868927671939451 0.1029629656055957 0.092818024697827003 0.094168288812863279 -0.12785941685870009 -0.091411352140791269 0.057687298337801209 -0.10588133043661088 -0.00092511291469243677 0.069935146571222767 -0.041534268091581235 0.07597425909519917 0.079385987136187594 -0.106380316000668 0.1008276697952164 -0.10155496516090874 0.099420623863596666 -0.10098014505481537 0.044352503042950221 -0.016044920044633027 0.084425584611497378 -0.037827300200838271 -0.030414923087066992 0.050642205553345809 0.0049164215041080936 -0.11202139246918144 -0.096197123501115644 0.0090865215148246536 0.026079563444499344
leaf_weight=0.2687327652820376 1.1088719576576966 1.5042568314092921 0.36560541880317021 0.49398142088057273 0.40893000811320135 0.37389832890585228 0.56782767410714896 0.13939711125567555 0.21081400253206084 96.071261616078118 0.089241152221802622 0.61043360617986742 0.594091161594406 0.071116393702595815 0.44073761155141156 0.13936829630620196 0.12996914010841465 0.06702773127835826 0.056439708465404692 0.98118458956014354 0.30803702236153185 0.82404177635908116 0.7804545668841455 0.65028086110396555 1.4080084915040059 4.3307559160302844 0.61184469109866624 0.19115415401756741 0.85055630946681049 1.4807915100827813
leaf_count=18 46 53 4 60 24 21 146 7 43 2289 6 41 40 17 155 4 337 5 282 11 11 9 22 77 15 123 49 3 101 15
internal_value=-6.73011e-07 -0.000102619 0.000187698 0.0254197 -0.00025947 -0.040135 -0.0162438 0.0326396 -0.0407749 0.000368007 -0.0694977 0.0361274 0.0164228 -0.000159414 -0.043577 0.0190887 -0.037563 -0.0813909 0.00781298 0.000202635 0.00892803 0.0359784 0.000881073 -0.0179098 0.00967508 0.0161353 -0.0798821 0.0162431 -0.0102331 0.00884069
internal_weight=116.129 115.86 114.752 1.99824 112.753 1.74678 1.37289 0.715817 0.350211 111.006 0.657069 1.61345 1.20452 109.393 0.904659 0.340454 0.201086 0.564205 0.123467 108.488 12.4171 2.84694 9.57017 3.05095 6.51922 5.73876 0.919882 2.0229 1.04171 2.13107
internal_count=4034 4016 3970 113 3857 227 206 54 50 3630 152 105 81 3525 800 358 354 442 287 2725 436 124 312 152 160 138 60 115 104 92
is_linear=0
shrinkage=0.1


Tree=206
num_leaves=31
num_cat=0
split_feature=2 2 2 4 4 3 2 4 1 4 0 0 2 0 4 2 1 1 2 2 2 3 4 4 2 4 1 1 4 4
split_gain=0.0513035 0.392205 0.359138 0.643258 0.213007 0.207965 0.166488 0.753463 0.605153 0.479492 0.788854 0.35865 0.331501 1.27375 0.545342 0.307163 0.463789 0.349818 0.37614 0.262891 0.161423 0.384773 0.46789 0.376437 0.444139 0.459816 0.40161 0.79347 0.522421 0.331452
threshold=0.048475000000000011 0.051245000000000013 -0.0034049999999999996 41.066313126200008 40.159267750750011 0.12201500000000003 -0.037054999999999998 41.872294782850005 62.111448187750007 40.280372415600006 93.399723909900004 87.638358136350021 -0.053159999999999992 92.313586825200005 40.467253020850002 -0.06483499999999999 70.641925835650014 61.950140699950005 -0.058374999999999996 -0.026144999999999998 -0.085584999999999994 0.11082500000000002 37.52517992975001 42.434124620650003 -0.080574999999999994 41.806790701050012 70.776348742200014 62.052302108850007 41.535369675400013 42.488347682450005
decision_type=2 2 2 2 2 2 2 2 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 -3 12 9 -9 10 -8 -10 15 14 -14 20 17 -17 -19 -11 -1 22 -22 24 25 -24 27 -26 -29 -25
right_child=1 5 3 -5 -6 -7 7 8 11 19 -12 -13 13 -15 -16 16 -18 18 -20 -21 21 -23 23 29 26 -27 -28 28 -30 -31
leaf_value=0.001881001564673729 0.071163001536387716 -0.001454583034873347 -0.036549727265754062 -0.10720834151743029 0.016300794999820768 0.040162619629117172 -0.039695265551887876 -0.097750330131205515 0.066681271830479935 0.035196861871007984 0.055704869852938446 -0.016849520959661211 -0.031298333060987421 0.013155711037015648 -0.12156740533598001 -0.0051135998850979011 -0.028461434229639961 0.085403919494571823 0.02151088050946981 0.09419805782058778 0.060306203052476338 -0.055432871639166305 -0.11508714526750928 0.077584090566135355 -0.0031807053495491334 -0.018261781232717052 0.023586740549854501 -0.11961713283448527 -0.0098242692786128117 0.0033946809305819767
leaf_weight=48.13683554168238 0.85053429994877916 16.215416818507496 1.4699937944878909 0.85617910292148725 1.5846972244180504 1.2967501624589193 1.7283677946834344 0.81609571795343061 0.62224331133620614 1.6276435459731149 1.738700160587541 2.9553077640139236 1.3528688335791224 4.0018077342137985 1.3244487668853251 1.530978810507803 1.4720734084694411 1.7483016315964048 1.9480443878564986 1.4088636316300833 1.0468841910769828 1.6210588137910225 0.89692424228269985 0.67419315897859533 5.5283478572964615 1.0822842172601665 2.5914880784039269 1.1647315819864159 0.69019844266585995 5.6389158297924951
leaf_count=2097 53 630 42 147 22 35 32 44 17 20 30 88 13 39 28 21 49 25 31 55 48 33 47 9 53 42 51 30 27 176
internal_value=4.96416e-08 0.00484791 -0.000915242 -0.0306033 -0.0091322 0.00162711 0.000328563 0.0119452 -0.0200465 0.0335579 0.00814696 -0.00232101 -0.00120677 -0.0225637 -0.0759538 0.000675813 0.0211198 0.0350824 0.0517311 0.0625719 -0.00130708 -0.00863759 -0.00470997 -0.00843603 -0.0188683 -0.0621404 -0.0102821 -0.0221699 -0.0787645 0.0113176
internal_weight=115.621 18.3627 97.2585 3.91087 3.05469 17.5122 93.3476 10.8972 4.39365 6.50358 3.46707 3.57755 82.4504 6.67913 2.67732 75.7713 6.6994 5.22732 3.69635 3.03651 69.0719 20.935 19.314 18.2671 11.954 1.97921 9.97477 7.38328 1.85493 6.31311
internal_count=4034 718 3316 211 64 665 3105 286 149 137 62 105 2819 80 41 2739 126 77 56 75 2613 516 483 435 250 89 161 110 57 185
is_linear=0
shrinkage=0.1


Tree=207
num_leaves=31
num_cat=0
split_feature=4 3 0 4 2 1 2 2 1 3 3 2 0 2 2 1 3 3 2 2 1 3 1 2 3 4 2 3 2 4
split_gain=0.0497845 0.18317 0.0943698 0.0731471 0.197852 0.115023 0.133497 0.0623833 0.255184 0.226707 0.20302 0.145816 0.161699 0.161283 0.307244 0.281962 0.243955 0.34139 0.118316 0.297659 0.363714 0.363652 0.295463 0.251252 0.267407 0.157411 0.494989 0.359378 0.297501 0.497127
threshold=32.724174661450007 0.088555000000000023 92.805574663100018 34.466665687600006 0.19040000000000004 69.563854125350005 -0.053159999999999992 0.20167500000000002 66.590419433100024 0.091645000000000018 -0.081689999999999999 0.17076500000000003 85.334349518600007 0.13006000000000004 0.086310000000000026 66.590419433100024 0.096665000000000015 0.089415000000000022 0.048475000000000011 0.0023400000000000005 62.132955852800002 -0.046510000000000003 61.987779113750001 0.05399000000000001 0.093580000000000024 37.038444968100009 -0.10946499999999999 0.12084500000000002 -0.081354999999999997 36.491284729650012
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 -9 10 -10 13 -13 14 18 -16 17 -15 19 25 22 -22 -21 24 -20 26 27 -5 29 -28
right_child=3 -3 -4 7 -6 6 -8 8 9 -11 -12 12 -14 16 15 -17 -18 -19 23 20 21 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.10062130173803088 0.073295520962931945 -0.084838738030794725 0.061167939737646199 0.00023965438579612839 -0.050489031680206659 -0.027881492641507445 0.071708221665750763 0.059804392118200989 0.014466173600387273 0.01447521635097701 -0.082603455055763025 0.0078895449570264686 -0.053511438684614804 0.067832158069605089 0.0033711162177060407 -0.11052149430359715 0.089993158764295797 -0.066439596103935836 0.091979973542865745 -0.05381100360662612 0.032732553999094235 -0.11335991087880033 0.034974017071572071 0.0036115857399874594 0.0063583750017336092 0.00091798509755894168 -0.012868228804825951 0.097967939118723091 -0.015100836418319899 -0.12808197344292432
leaf_weight=0.043798055626210863 0.56857055581349303 0.28686384836100842 0.20385850977675091 1.3060909015730429 0.29457255118177261 0.35582096329608237 0.21649409199926606 0.87682865457645576 0.35874938354936625 2.588288373524847 0.53945972270230425 0.71497525292215769 1.0719362751115111 0.37375287431495852 0.39411977432609901 0.48469662205343411 0.49648845539195463 0.38380857827723958 0.72316444634998134 0.67022323725177491 0.21750319127386319 0.78650482259308752 0.85041243769228458 7.8649234075382992 0.73598243296146393 86.389185234416345 0.76022056382134884 0.52855483899656963 3.0128171002806985 0.73813029106349859
leaf_count=68 42 55 75 138 14 36 18 46 30 52 85 10 33 25 23 110 14 23 62 50 12 99 11 112 5 2670 28 14 58 16
internal_value=4.59653e-07 -0.0304471 0.0325555 0.000142844 0.0225744 0.0414391 0.00979109 -0.000142444 0.0115812 -0.000546529 -0.0438333 -0.000613897 -0.0289438 -0.000139528 -0.00056345 -0.0594445 0.0355113 -0.000194866 -6.86732e-05 -0.00112097 -0.0349997 -0.0817112 -0.00415816 0.0106822 0.0487931 -0.000198647 -0.0154 0.0283948 -0.0332109 -0.0696258
internal_weight=114.837 0.53452 0.247657 114.302 1.43546 1.14089 0.572315 112.867 4.36333 3.4865 0.898209 108.503 1.78691 106.717 105.463 0.878816 1.25405 0.757561 104.584 95.2596 2.52464 1.00401 1.52064 9.32407 1.45915 92.735 6.34581 1.83465 4.51117 1.49835
internal_count=4034 198 143 3836 110 96 54 3726 213 167 115 3513 43 3470 3408 133 62 48 3275 3096 172 111 61 179 67 2924 254 152 102 44
is_linear=0
shrinkage=0.1


Tree=208
num_leaves=31
num_cat=0
split_feature=0 3 3 0 0 0 0 4 4 4 1 4 1 4 2 2 2 2 1 3 3 1 2 2 2 2 2 0 3 3
split_gain=0.0456652 0.311137 0.285989 0.0975387 0.155726 0.0797308 0.0711925 0.0567879 0.293046 0.281266 0.281732 0.255461 0.25267 0.23544 0.258462 0.229595 0.25443 0.555711 0.245986 0.249214 0.298006 0.201648 0.195019 0.653364 0.182657 0.807069 0.613725 0.272244 0.681003 0.806771
threshold=102.89804648475001 0.090735000000000024 0.089835000000000012 105.33378955095002 104.91170162450001 102.31465107045001 103.48144189910001 40.633548727200008 40.80591513400001 40.316494640950005 71.104340634100012 40.00488309970001 62.020040611300011 39.952536079750011 -0.58994000000000002 -0.62218499999999988 -0.13953999999999997 -0.14259499999999997 75.271450736300025 0.098105000000000026 0.09013000000000003 74.739136026450012 -0.044409999999999998 -0.088224999999999984 -0.058374999999999996 -0.053159999999999992 -0.068964999999999985 91.453280223500016 0.090735000000000024 0.094725000000000018
decision_type=2 2 2 2 2 2 2 2 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 6 7 -2 9 22 11 -11 13 -13 14 -1 -10 17 18 19 20 -17 -14 23 -9 26 -26 27 -16 -29 -30
right_child=1 -3 -4 -5 -6 -7 -8 8 15 10 -12 12 21 -15 24 16 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.062362901169963264 -0.013847463581077996 -0.10396383662117109 0.089874937253298648 -0.10066047119617885 0.089667676810100502 0.025757285664959398 -0.1030410498983801 -0.012935778587795358 -0.060491663606204338 0.031162735949356951 -0.012450434887804229 0.013155674916356899 -0.048029746840217352 0.033612569272898782 0.0099837181085134629 -0.0004328992577185809 -0.0024715774896360773 0.10031022341164686 0.05439936015993585 -0.045725170910011895 0.059243035075015021 -0.0025868115989828074 0.012146821487030939 -0.12212463289503975 0.060893002837859471 -0.00049650456115581782 -0.083463947107397143 -0.081377568948301449 0.036513834418415082 -0.050650177154164269
leaf_weight=0.64475854753981821 0.52603170218617268 0.32521488942961685 0.30541294879003544 0.13442496675907023 0.13389715655284817 1.2104881601990189 0.10783306627399725 2.0273891186225237 0.62783772125840087 5.7708412092761128 1.9925760851911034 1.6774118481844187 2.8640215993727907 2.2724630720913401 8.7555960256508971 5.1519018688441047 49.800582959453095 0.71728953393176098 1.020369813662455 0.95184528082609166 0.99908735323697317 1.4816353108035398 0.85573304467834432 0.75103389844298352 2.5278766592964557 14.011755579631432 0.96481233229860741 1.3098466595765792 2.5904220689553767 1.7995712584597638
leaf_count=40 20 217 20 597 6 47 100 66 17 71 26 22 47 15 296 331 1314 11 87 20 40 30 18 12 29 269 33 104 31 98
internal_value=-2.12031e-06 -0.0171463 0.00623427 -0.0220802 -0.00832184 0.000230895 -0.0290211 -4.60637e-05 -0.00203045 0.00251898 0.0199689 -0.000793253 -0.0198111 0.00249101 0.000321916 -0.000340323 0.000303684 0.0159374 0.00848715 0.00189156 0.00926009 -0.0325361 -0.0295945 -0.0424506 0.00158652 0.00888612 -0.00624297 -0.00108894 -0.0180978 0.000783063
internal_weight=114.31 1.53281 1.2076 0.902187 0.767762 112.777 0.633865 111.567 62.9031 48.6636 7.76342 40.9002 6.02307 34.8771 32.6046 59.2689 58.6411 8.84049 8.1232 7.10283 6.15099 4.34566 3.63416 2.77842 31.9599 16.5396 15.4202 14.4554 5.69984 4.38999
internal_count=4034 960 743 723 126 3074 120 3027 1916 1111 97 1014 99 915 900 1820 1803 489 478 391 371 77 96 78 860 298 562 529 233 129
is_linear=0
shrinkage=0.1


Tree=209
num_leaves=31
num_cat=0
split_feature=0 0 1 2 4 0 4 3 3 3 4 2 2 2 4 1 1 1 0 4 0 4 1 4 4 1 3 4 0 4
split_gain=0.044059 0.379437 0.232334 0.407073 0.139935 0.46283 0.287702 0.241142 0.226704 0.331509 0.499597 0.192714 1.08431 0.812976 0.540377 0.567915 0.647226 0.692552 0.361582 0.601051 0.398015 0.30467 0.532532 0.452723 0.338087 0.314334 0.310144 0.511012 0.259973 0.44206
threshold=87.350693116400024 87.638358136350021 64.02831883475001 -0.14654999999999999 39.664548207900005 86.565663342300013 39.896141435400004 -0.081689999999999999 0.093325000000000033 0.082535000000000011 38.121007182500009 -0.058374999999999996 -0.044409999999999998 -0.067109999999999989 41.436838994450007 62.111448187750007 62.00390986255001 61.987779113750001 86.256490657300006 41.872294782850005 86.692020874450009 41.942745071500006 62.084563606450011 42.434124620650003 41.481306584950012 62.020040611300011 0.087555000000000022 44.169240047700008 86.83719761350001 43.218894539100006
decision_type=2 2 2 2 2 2 2 2 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 7 -6 -1 9 -9 -11 13 -13 18 -14 16 17 -16 21 20 -20 24 23 -23 -8 -26 27 -25 29 -21
right_child=1 -3 3 -5 6 -7 11 8 -10 10 -12 12 14 -15 15 -17 -18 -19 19 28 -22 22 -24 26 25 -27 -28 -29 -30 -31
leaf_value=0.064671624405702247 0.054722092354030166 0.00065655609445635222 0.012394070631075962 -0.12166758029205636 -0.06389835456312852 0.10474424851342623 0.0045775590132004305 0.015129884279441952 0.014234804449792186 0.0086581530641056097 -0.12292819231148443 -0.1104370857129329 0.013344889638219965 0.068529681496181855 -0.096433125035590789 0.03587633612941378 -0.13251759134423471 0.063801379361051 -0.063972301136915599 0.029736334202697425 -0.015790496157565653 -0.10603111656235505 -0.07766091332396613 -0.10823865394050103 0.015741217150286521 0.071951541501814917 0.039483931175537938 0.0087727622540901464 -0.031727751451665807 -0.033665986946319754
leaf_weight=0.60682310540278184 1.3270395553190599 59.464852798161189 0.46947409984932165 0.43763231142474879 0.76854521408677001 0.50045601278543461 8.1000724654295428 1.0020539282704697 3.4503657799214125 0.52744458679808282 0.63700333591987146 1.0528937325871073 6.1104075709881709 1.7108600279316366 0.54212541715787688 0.71114795093308192 0.87304858380230133 0.5368484896607697 2.7899096384644491 4.710344894323498 4.4477798268198967 0.35735994332935561 1.0041921760421244 0.45922412968320747 2.3108111966575953 1.7469598390161989 2.0614662266452797 1.9930583561599631 1.4819397055543957 1.434624060988426
leaf_count=132 32 2588 90 56 13 6 118 23 61 34 13 25 75 25 139 17 31 9 23 80 55 27 46 78 20 29 56 99 23 11
internal_value=1.0108e-06 0.00183676 -0.00211121 -0.0522838 -0.00123476 0.0122248 -0.00323691 0.00478518 -0.0016847 -0.0270381 -0.0633253 -0.00218771 -0.0145468 0.00132143 -0.00303928 -0.0406313 -0.0685041 -0.0167077 -0.00217377 -0.013721 -0.0343631 0.00734458 -0.0113533 0.00231618 0.0163804 0.039941 0.0108942 -0.0131393 0.00586761 0.0149342
internal_weight=113.627 60.7919 52.8349 0.907106 51.9278 6.72415 45.2036 6.22369 5.61687 2.1665 1.16445 44.4351 9.82647 34.6086 8.77358 2.66317 1.95202 1.07897 32.8977 14.8646 7.23769 18.0331 5.8753 4.87111 12.1578 4.05777 4.51375 2.45228 7.62691 6.14497
internal_count=4034 2620 1414 146 1268 269 999 263 131 70 47 986 296 690 271 196 179 148 665 192 78 473 306 260 167 49 233 177 114 91
is_linear=0
shrinkage=0.1


Tree=210
num_leaves=31
num_cat=0
split_feature=4 3 3 2 3 4 3 4 2 4 3 1 4 0 3 0 1 4 4 4 1 1 2 3 3 0 0 0 0 0
split_gain=0.0520357 0.100678 0.185459 0.135672 0.0800996 0.250002 0.126754 0.19508 0.236255 0.116879 0.287746 0.0841809 0.0725958 0.235952 0.142767 0.0847311 0.315451 0.177806 0.341806 0.319548 0.267067 0.44611 0.236606 0.141599 0.140539 0.333619 0.126321 0.140398 0.124416 0.118881
threshold=49.283271594150008 -0.25095999999999996 -0.24338000000000001 -0.23369999999999999 -0.55648999999999993 48.86568841230001 -0.27628999999999998 40.040005255000004 -1.0000000180025095e-35 48.778770352700008 0.076130000000000017 61.87486387225001 44.421469061800003 73.185207227100008 0.089505000000000015 85.667718326750006 62.052302108850007 39.952536079750011 42.488347682450005 42.719328117250008 62.046925192600007 58.167480110400007 -0.24468499999999999 0.087795000000000026 0.093325000000000033 85.121961326250016 85.764502819450016 85.705356740550016 77.693751511800016 85.995710218650018
decision_type=2 2 2 2 2 2 2 2 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 11 7 8 -6 12 -11 -1 15 -14 -15 16 17 24 20 -20 21 23 -21 -19 25 28 27 -17 -8 -28
right_child=1 2 3 -5 6 -7 9 -9 -10 10 -12 -13 13 14 -16 26 -18 18 19 22 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.10848258242788088 -0.10428338041977521 0.10404015560030987 0.021638185775521741 -0.1069496807993081 0.065886995678633695 0.08412545282348366 0.011968089300375384 -0.11182853846814972 -0.10605424479882775 -0.015009241188758765 0.091210541640699708 0.037288877928673463 0.073837476056422699 -0.070634428942827024 0.017217914405776757 0.0018034749977902322 -0.10262750527793399 0.079143536481004417 0.095416544863444835 0.10275063455376839 0.012115461346736084 -0.11158024596697194 -0.1012146236825901 -0.035727219299082055 0.019993840647207817 0.10124496279589711 -0.01054251783228208 0.04035453004279857 -0.10831216591115328 0.0012703124936018274
leaf_weight=0.11833911526446073 0.13845571687852498 0.11286936700344086 0.15942382852517767 0.16906794044393691 0.2195021112820541 0.3772318959236145 0.11672375490297726 0.25667650887407945 0.12566373561276023 0.55512658020233974 0.47177635531079432 0.05955162392820057 0.19766155233082716 0.6731289236261091 0.25507487266804674 2.1643024367513126 0.35606103796999367 0.18050622473310818 0.38530150786755246 0.078785121440887451 0.5428238958120345 0.89793312556139426 0.20449854528851574 0.26463598501868546 2.6124846288003027 0.13830085983499885 9.4151246135588718 1.6764262979850175 0.32669077557511628 89.539019496554772
leaf_count=44 14 1 12 228 54 5 93 66 11 26 21 15 14 317 33 36 100 39 15 1 2 120 112 10 48 5 115 22 16 2439
internal_value=-4.58575e-06 -0.029885 -0.00654605 -0.0445433 0.000149814 0.0380415 -3.85754e-05 -0.045807 0.00328874 0.000209464 0.0337899 -0.0596834 -0.000103953 -0.0253666 -0.0464922 0.000157227 -0.0112889 -0.00563163 -0.0252978 0.0361377 -0.0470777 -0.0710015 -0.0444891 0.0108531 0.0100959 -0.0343559 0.000836988 0.0186305 -0.0766498 0.000146365
internal_weight=112.789 0.579817 0.441361 0.328492 112.209 0.555123 111.654 0.601842 0.345166 111.052 1.0269 0.177891 110.025 1.12587 0.928204 108.9 6.10475 5.74868 2.55448 0.668585 1.8859 1.34308 0.283284 0.445142 3.1942 0.581715 102.795 3.84073 0.443415 98.9541
internal_count=4034 255 241 240 3779 64 3715 131 65 3584 47 59 3537 364 350 3173 561 461 299 128 171 169 113 49 162 114 2612 58 109 2554
is_linear=0
shrinkage=0.1


Tree=211
num_leaves=31
num_cat=0
split_feature=3 3 2 0 4 3 2 4 4 4 1 2 4 4 4 3 1 4 4 0 4 3 4 2 3 3 1 4 0 3
split_gain=0.0517124 0.221473 0.14178 0.307263 0.170956 0.11728 0.594299 0.494981 0.484953 0.50349 0.311101 0.272336 1.33975 0.406551 0.250699 0.225818 0.174344 0.154115 0.135581 0.495242 0.352449 0.316912 0.288454 0.634985 0.711857 0.276582 0.533277 0.221037 0.373959 0.519573
threshold=0.084360000000000018 0.083950000000000011 0.11704500000000002 93.899777122150013 40.040005255000004 0.08729000000000002 -0.101395 43.384297312450009 39.792680591700012 38.121007182500009 62.181348099150007 0.04932000000000001 41.32819714970001 42.434124620650003 43.182896969600009 0.087555000000000022 71.451151732950009 43.077238082650005 41.243661560350013 85.812895065800021 41.147265497500008 0.089415000000000022 41.806790701050012 -0.026144999999999998 0.090390000000000012 0.10932000000000001 66.45599652655001 42.047301293400004 86.20003303655001 0.089305000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 11 9 -2 -10 12 -8 -14 17 -7 -13 -15 20 21 -17 -20 23 24 -21 26 -26 -24 29 -29
right_child=5 -3 3 -5 -6 15 7 -9 10 -11 -12 16 13 14 -16 18 -18 -19 19 22 -22 -23 27 -25 25 -27 -28 28 -30 -31
leaf_value=0.0011472596173643247 0.069566999122786174 0.072633196996944524 0.094254727524279172 -0.10161717440088001 0.005294275701108412 0.0466516814699037 -0.12432848467712113 -0.11334650212882845 0.0025226030776660025 -0.10957792545265824 0.063893186499090246 0.056411770010488818 0.021887458079915923 -0.11318703081543083 -0.0026574634483396277 0.0017371986031959668 -0.0090877634057533255 -0.024401258566947494 0.081615073497263532 -0.12223293682416883 0.062171691431972466 0.012080894023833761 0.017448331439235548 0.022162010844060678 -0.11224957961492668 -0.00099525417848702735 -0.0061691891447972136 0.014291181928890876 -0.0048585966807334286 -0.10645124469411182
leaf_weight=27.548590289175259 0.22835713190943341 0.45772024913912801 0.55524962348863371 0.1358096703593219 0.35357668701908551 1.0333982070442278 1.1876799617539271 0.60981731871288491 1.4928488074801864 0.50125673955335515 1.849138570560626 0.6376443350163753 2.4714582588494522 0.53072834170961847 0.81584502611076459 41.24794355851418 1.1204592547692298 0.30952660700131673 0.78123741188392415 1.0265127602324353 0.98811565825599146 4.0709980465144326 3.5024040302923849 1.7369780509034196 0.87993391230702434 1.8700836908537892 1.0269867643582982 0.59445403842255362 11.870521565960415 0.88992252992466092
leaf_count=1733 30 30 19 122 34 30 40 53 18 33 32 35 54 38 9 903 38 13 19 28 28 133 54 28 18 15 37 4 359 47
internal_value=-9.54121e-06 0.0036232 0.00251849 0.0386797 0.0596449 -0.00127685 -0.0105337 -0.0269021 0.0203538 -0.0535085 0.0364793 -0.0194495 -0.0307345 -0.00380335 -0.0421427 0.000244574 0.0146682 -0.0804808 -0.000435802 -0.00579846 0.00315107 0.0232763 -0.011828 -0.0296534 -0.0483901 -0.0283211 -0.0551192 -0.00491187 -0.010776 -0.0580971
internal_weight=112.325 29.0509 28.5932 1.04464 0.908826 83.2743 11.7548 7.68316 4.0716 0.729614 3.34199 7.07334 5.31524 4.12756 1.6561 71.5195 1.7581 0.840255 70.4861 28.25 42.2361 4.85224 23.3978 6.5405 4.80352 3.777 1.90692 16.8573 13.3549 1.48438
internal_count=4034 1938 1908 175 53 2096 393 280 113 63 50 227 154 114 60 1703 73 51 1673 742 931 152 590 126 98 70 55 464 410 51
is_linear=0
shrinkage=0.1


Tree=212
num_leaves=31
num_cat=0
split_feature=3 2 2 1 4 4 0 0 1 1 4 2 2 1 3 2 1 4 0 3 3 3 3 1 1 4 1 0 4 1
split_gain=0.0435955 0.17598 1.55574 0.352928 0.309498 0.879229 0.422753 0.651542 0.439442 0.294333 0.268936 0.278747 0.219698 0.216105 0.137589 0.385345 0.511795 0.350584 0.332219 0.250605 0.25021 0.2031 0.643356 0.287742 0.296428 0.291266 0.13356 0.314861 0.224186 0.269621
threshold=0.10249000000000003 -0.037054999999999998 -0.053159999999999992 61.982402197500001 41.035283712600005 40.636252116050009 86.162394622750014 87.170566421650008 69.999384342500022 62.116825104000007 41.360869295700006 -0.084275000000000003 -0.11963999999999998 61.982402197500001 0.09914000000000002 -0.067109999999999989 64.184249406300026 42.006870117350005 89.415428960600011 0.098105000000000026 0.099855000000000027 0.096515000000000031 0.096010000000000026 61.907125369850007 62.391047833300007 40.137820134150012 61.93400995115001 87.170566421650008 40.750688432250008 61.87486387225001
decision_type=2 2 2 2 2 2 2 2 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 -3 5 6 -2 -8 -9 -5 -6 13 -10 -12 19 17 -17 18 -16 21 -20 22 26 -23 -25 -26 27 28 29 -1
right_child=1 3 -4 9 10 -7 7 8 12 -11 11 -13 -14 -15 15 16 -18 -19 20 -21 -22 23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.016990126112749065 0.020948359096940435 -0.028937231016834649 -0.13012645404374415 0.052145315488689531 0.050898109303010614 -0.11049139994789121 -0.12258426417408506 0.016921421881662613 -0.021449436448982076 0.0061012674740694491 0.044227852219053343 -0.036104651221582011 -0.10911955547218076 -0.0063302918385973366 0.043494111840735365 0.097997047288928385 0.0045006562316651007 -0.070763915500556912 0.018560714315884245 -0.042510245356122106 -0.1066208324905546 -0.03357932053449874 -0.091288240790497813 0.078686544500620223 0.054370347513224983 -0.020588786791391037 0.0018748435437219932 -0.096923978365872757 0.0083077209381483899 -0.11163529660083525
leaf_weight=1.8857765977877528 3.644252109792431 2.2037483279709695 1.0129838200300607 1.7778635550057496 1.5558301601558913 0.85701835602230847 0.59616255154833231 2.218922341242433 0.67007304293474435 6.3363975658853633 1.6371575279626993 1.3167956427205356 0.49848474580540048 1.74823851914698 1.2184140811295949 1.0599073111516184 1.3079666641569927 0.68654339548083942 0.31186604461436207 1.3582747924178864 0.32718101308910263 0.72843209886923377 0.76985987526131694 1.0787617266178133 0.96522836956501157 1.1197004499563261 68.282964351961311 0.42119003366678942 3.5391904540247197 0.35815981502582861
leaf_count=167 40 28 20 30 13 16 9 30 34 122 15 22 77 49 15 22 33 24 17 27 26 10 28 20 37 38 2734 14 305 12
internal_value=-2.15874e-05 -0.00360067 -0.0102489 0.00655135 -0.00201212 -0.0144553 -0.00366534 -0.0261821 -0.00921623 0.0161897 0.0148589 0.00293452 -0.0588479 0.0181193 0.00107091 0.0173192 0.0463515 -0.00970302 0.0128659 7.95797e-05 -0.0455301 0.000810461 -0.000341535 0.0230852 0.036132 0.0141139 0.000598441 -0.0134493 -0.00736976 -0.0320967
internal_weight=111.493 26.0739 15.7559 10.318 14.7429 8.48491 7.62789 3.98364 3.38748 8.11426 6.25802 4.70219 1.16856 3.3854 85.4194 4.91188 2.36787 2.544 1.85746 80.5075 0.639047 79.1493 75.2571 3.89212 3.16369 2.08493 74.4873 6.20432 5.78313 2.24394
internal_count=4034 505 325 180 305 206 190 150 141 152 99 86 111 64 3529 137 55 82 58 3392 43 3365 3260 105 95 75 3232 498 484 179
is_linear=0
shrinkage=0.1


Tree=213
num_leaves=31
num_cat=0
split_feature=0 0 0 3 3 2 0 2 3 3 4 3 0 4 3 0 3 3 2 4 3 0 3 3 2 4 0 2 1 4
split_gain=0.0501688 0.478094 0.263723 0.197605 0.166466 1.18319 0.129066 0.346 0.296865 0.323628 0.257176 0.2203 0.293677 0.121554 0.103657 0.0851512 0.100824 0.224155 0.354863 0.261898 0.155173 0.230961 0.210168 0.152898 0.140989 0.102729 0.0834416 0.239538 0.0804728 0.334022
threshold=85.995710218650018 85.925810307250018 86.054856297550018 0.41214500000000009 0.10507500000000002 -0.086139999999999994 85.705356740550016 -0.074349999999999986 0.10184000000000003 0.094175000000000023 41.919251152600005 0.092075000000000032 85.624702996650015 42.660927378600007 0.090390000000000012 85.57631075030001 -0.15572 1.0000000180025095e-35 -0.10423499999999999 37.999598532650005 -0.25095999999999996 71.249517373150013 -0.55648999999999993 0.087125000000000022 -0.018034999999999999 41.770271989050009 85.495657006400009 -0.13734499999999997 62.041548276350007 40.563919884450009
decision_type=2 2 2 2 2 2 2 2 2 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 8 10 9 11 -8 12 15 -12 -14 16 20 19 25 -18 21 -1 -23 24 -20 -19 27 -24 29 -4
right_child=2 -3 28 -5 5 -7 7 -9 -10 -11 13 -13 14 -15 -16 -17 17 18 23 -21 -22 22 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10550019017917732 0.040890954124505191 -0.05960657974021627 0.033646125772445967 0.040501540739164087 0.0098312253847415605 -0.11757137283207182 0.06423044816659905 -0.011849491547388942 0.027442205296048044 -0.078313234534628684 0.041224522617113755 0.053562491086980427 -0.080624595675269597 -0.023214337932688841 -0.026714376029153226 0.061420410289420961 0.040689739231683744 -0.030258182639811112 -0.10414235096035407 -0.10836937360335697 0.055408407522111992 0.074324520461457919 -0.11070354629088622 -0.10536229660224294 0.042899613502058065 0.078896766318057976 0.010711463091467154 0.047173641016693413 -0.001049648942585581 -0.0017457505927261528
leaf_weight=0.20022525122931289 1.6277032496873278 1.4608212520834047 3.5665088938549152 1.1192283644340921 3.0259819267812422 0.96028157359250954 1.6411162503063681 2.6288183573051347 2.121489444427425 0.73009419086156402 0.49901755899190881 0.53299119930306904 0.69092365034157388 0.70814665558282286 0.73722796142101288 0.21317368285963301 0.15897597162666421 0.10492273534691776 0.094200357125373557 0.45590885754972987 0.5792939076600353 0.36442651473043952 0.24752558058844443 0.27230979324667715 0.21187236981495494 0.48368647081952076 0.5376289039850235 0.15709577991947277 74.094896929821402 10.569214024581013
leaf_count=96 15 31 37 13 44 40 11 29 21 47 10 22 36 33 6 14 62 35 23 181 44 19 39 45 42 67 2 18 2819 133
internal_value=-2.18792e-05 -0.0044302 0.00100528 -0.000291749 -0.00277887 -0.0208598 0.00223642 0.0143127 -0.00520041 -0.0154258 0.0384591 -0.00782714 -0.0137661 0.0034234 -0.0527955 -0.000108527 -0.00349945 -0.0209686 0.00477667 -0.0698307 0.0114215 -0.00548832 0.00983674 -0.0508525 -0.00235566 0.0594393 -0.0151047 -0.0494071 0.000269457 0.00718379
internal_weight=110.796 20.9374 89.8583 19.4766 18.3573 3.98626 14.3711 5.4771 8.89397 6.77248 2.84828 6.04239 5.5094 1.20716 1.42815 4.08125 3.86807 1.78188 1.16699 0.614885 2.0862 1.5069 1.30668 0.578383 0.306073 0.588609 0.94225 0.404621 88.2306 14.1357
internal_count=4034 1030 3004 999 986 84 902 83 819 798 54 751 729 43 42 687 673 455 212 243 218 174 78 110 65 102 59 57 2989 170
is_linear=0
shrinkage=0.1


Tree=214
num_leaves=31
num_cat=0
split_feature=0 0 1 4 3 0 4 4 2 0 2 3 0 4 4 4 4 4 4 2 2 1 1 4 1 4 0 4 3 0
split_gain=0.0471823 0.227962 0.168497 0.128697 0.122088 0.0892498 0.301867 0.500032 0.41873 0.0855896 0.357548 0.281834 0.218932 0.0838938 0.0750985 0.068905 0.107447 0.177968 0.165453 0.280299 0.150064 0.305125 0.180789 0.141884 0.119052 0.114926 0.105632 0.253771 0.0867956 0.0925771
threshold=85.667718326750006 85.624702996650015 62.052302108850007 44.756878345700009 0.11922500000000003 85.764502819450016 41.385032804600009 41.919251152600005 -0.076484999999999984 85.995710218650018 -0.088224999999999984 0.096315000000000026 86.054856297550018 34.466665687600006 35.509685375550013 48.96897326980001 42.488347682450005 41.571132012400007 42.719328117250008 -0.23369999999999999 -0.091919999999999988 58.167480110400007 57.576019321700009 38.969453495950006 58.167480110400007 37.311503175250003 71.332859575200004 48.457543166250012 -0.059734999999999996 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 4 -4 13 6 -2 -8 -9 10 -7 -12 -11 -1 -15 16 17 20 -18 -20 21 22 25 -22 -19 -16 27 -21 29 -23
right_child=5 -3 3 -5 -6 9 7 8 -10 12 11 -13 -14 14 15 -17 18 24 19 26 23 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.06214427764810148 -0.03040793799796452 -0.10974327342249446 -0.10213726164277369 0.035015911919192171 -0.060920599857004258 0.012615640712246221 0.065585884623527185 -0.087567719647738421 0.045357368643741229 0.03765062160867743 -0.0051139957206835741 -0.052521863586099962 0.00024415591434243344 -0.064747865032177346 0.052103311391971253 -0.027903746010129522 0.091486968511812636 0.0070723231746437883 0.052111069405753531 0.069159862174356587 -0.0024548202756584305 -0.10316127297947897 0.097320391428476996 0.044301446153271924 -0.10805504961479923 -0.10253116086422948 -0.10200321195419054 -0.11355911308320554 -0.11132807073202187 0.10150640025042122
leaf_weight=0.22232423295463277 1.0229116659611457 0.21252096205716942 0.28898163303369973 0.089637207653140649 0.32606390531873319 4.1200841539539397 1.723317086696625 0.50147353333886746 0.44932584313210056 1.5929081267677236 2.704652155924121 2.3379524836782366 88.18388953004262 0.17605842689590634 0.082964733010157388 0.70818199240602542 0.32192244131147152 0.13905053395137645 0.69563955405465083 0.17792513088443218 1.7630256145203032 0.044191272580064167 0.20079927437473089 1.027128723762871 0.25370766867126804 0.11424726154655218 0.20052486515851342 0.13270191289484501 0.36205432769202228 0.044211354106664658
leaf_count=85 15 16 109 55 23 49 12 34 9 15 35 34 2989 9 21 33 17 36 70 46 32 76 7 34 31 24 85 5 27 1
internal_value=-2.41524e-05 -0.00763555 -0.00469171 -0.0696665 -0.00117367 0.000538258 0.0157932 0.0334662 -0.0247504 -3.17679e-05 -0.0092383 -0.0270942 0.000907858 0.00174853 -0.000335075 0.0014741 0.00521592 -0.00334447 0.0277906 0.010799 0.00355854 -0.0332684 0.0305285 0.0147574 -0.0672958 -0.0374783 -0.0454237 -0.00889888 -0.0896376 -0.00080419
internal_weight=110.22 7.58386 7.37134 0.378619 6.99272 102.637 3.69703 2.67412 0.950799 98.9395 9.16269 5.0426 89.7768 6.66666 6.44434 6.26828 5.56009 4.03138 1.52871 1.20679 3.63862 0.848468 0.398011 2.79015 0.392758 0.197212 0.511152 0.310627 0.450457 0.0884026
internal_count=4034 842 826 164 662 3192 70 55 43 3122 118 69 3004 639 554 545 512 289 223 206 222 156 52 66 67 45 136 51 104 77
is_linear=0
shrinkage=0.1


Tree=215
num_leaves=31
num_cat=0
split_feature=0 0 1 4 1 4 3 3 4 4 1 3 4 1 4 3 3 4 2 2 3 3 1 1 1 1 4 1 0 0
split_gain=0.0457001 0.360623 0.228435 0.578861 0.208547 0.203265 0.197648 0.353663 0.189372 0.278793 0.172805 0.488193 0.153025 0.57965 0.256462 0.176376 0.359185 0.1639 0.184526 0.121626 0.116306 0.258669 0.161202 0.281299 0.339873 0.483563 0.760638 0.289575 0.66292 0.45839
threshold=87.009258933850006 86.89903215050002 64.665483411650015 41.481306584950012 65.29995953045001 43.157831852650006 0.089920000000000014 0.084360000000000018 42.536568606950006 42.006870117350005 63.705703859100005 0.086230000000000015 39.577821550850011 61.950140699950005 40.159267750750011 0.093325000000000033 0.081280000000000019 40.467253020850002 -0.26894999999999997 -0.14910499999999999 0.41648000000000007 0.12535000000000004 65.611820673600008 66.351146659450009 66.590419433100024 68.20618276945001 37.784765830350004 69.873026810350026 93.399723909900004 93.805681087600007
decision_type=2 2 2 2 2 2 2 2 2 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 6 -4 8 7 -2 9 -5 12 19 13 15 -14 16 -1 -16 -19 -12 21 22 -6 -24 -25 26 -26 28 -27 -29
right_child=2 -3 4 5 20 -7 -8 -9 -10 -11 11 -13 14 -15 17 -17 -18 18 -20 -21 -22 -23 23 24 25 27 -28 29 -30 -31
leaf_value=0.0027509778980681424 0.090692643477691237 -0.066792601130548787 -0.053291305182377659 -0.02302803312121245 0.032783270584842261 0.025593509084916491 0.077138590299580562 0.0012037278049526236 -0.034131663776967129 0.02841721767798791 -0.019448054585535637 -0.10665508328459526 -0.027769644384891476 0.074113322259538095 0.019890042007175937 0.013799673122519215 -0.10172569109836248 -0.045680302575937262 -0.0008621722455411121 0.092183142836088014 0.048371669261030301 -0.051027023044582433 -0.035517684842248258 0.044123366314785514 0.042214626167447603 -0.012955443124691428 -0.078693723002946775 -0.065501030842997174 0.069655414950965694 0.00093716940616258605
leaf_weight=1.0587897910440909 0.63774968683719624 0.85347231943160196 0.75703037437051435 2.0886218249797803 1.4684346700087179 2.2918216292746365 1.421049205586314 1.4360258504748342 2.0510183190926909 2.12528121098876 0.18179361578654607 0.52987633883458329 3.6267577932740087 1.28443933367771 3.7587565291032652 2.3648464791476727 0.47745204800230556 0.94608429746585088 31.680894775107852 0.21074786902681708 0.48403489779775455 1.007924195318991 2.2311732468660912 1.7453377163037647 0.73468864109599907 1.9735500235110515 1.7831771840392319 1.069694773375885 1.9128959236077205 35.590334434720319
leaf_count=139 42 15 18 27 25 24 38 23 31 22 81 46 38 38 33 48 28 32 842 21 41 37 39 28 14 37 83 94 43 2007
internal_value=-2.37654e-05 -0.00238302 0.00174066 0.0141172 -0.00119791 0.000110885 0.0484103 0.0287243 -0.00921112 0.00291837 -0.0011911 -0.0440388 -0.000316651 0.0158464 -0.00241134 -0.00333813 -0.0297196 0.000116255 -0.00216176 0.0404846 -0.000409199 -0.000886036 0.000155791 -0.000862713 0.000862835 -0.000890455 -0.0434138 0.00175017 0.0277053 -0.00100142
internal_weight=109.784 46.9739 62.8098 12.0516 50.7583 8.55674 3.49482 2.07378 6.26492 4.2139 46.1204 0.922418 45.198 5.18553 40.0125 3.90109 1.53624 36.3857 32.627 0.392541 50.0012 49.5172 48.5093 47.0409 44.8097 43.0643 2.51787 40.5465 3.88645 36.66
internal_count=4034 1361 2673 207 2466 104 103 65 80 49 1346 148 1198 253 945 215 167 907 874 102 2448 2407 2370 2345 2306 2278 97 2181 80 2101
is_linear=0
shrinkage=0.1


Tree=216
num_leaves=31
num_cat=0
split_feature=4 3 0 4 2 3 2 2 2 4 0 0 3 4 2 1 1 0 3 0 1 3 3 4 4 1 4 1 4 1
split_gain=0.0485024 0.166042 0.0866359 0.0643867 0.163334 0.111594 0.185786 0.0661166 0.0492521 0.210749 0.340929 0.270752 0.18548 0.132264 0.125629 0.0923804 0.351477 0.150464 0.128865 0.123148 0.362265 0.203253 0.57213 0.335981 0.208818 0.274026 0.253869 0.219642 0.2095 0.131222
threshold=32.724174661450007 0.088555000000000023 95.262825394300009 34.654301448200009 0.19040000000000004 0.094375000000000028 -0.094519999999999993 -0.11347 0.20167500000000002 40.00488309970001 93.953546284800012 101.10215645365001 0.09450500000000002 35.050303764500008 0.19040000000000004 80.677940036650014 83.740093847200015 102.89804648475001 0.087795000000000026 97.878695155250014 76.279622535200005 0.092260000000000023 0.11278000000000003 41.827117825850003 42.434124620650003 80.468240302450013 39.952536079750011 76.279622535200005 39.184300550350009 75.634392583900009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 13 10 12 -11 -10 -5 15 19 17 18 -17 20 29 24 23 -23 26 -26 28 -28 -21 -15
right_child=3 -3 -4 8 -6 7 -8 -9 9 11 -12 -13 -14 14 -16 16 -18 -19 -20 21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.058414478078537425 -0.071397663762294408 -0.084651541059844931 -0.10206839702402477 -0.038589516343972764 -0.048316413446766675 0.087591966816705433 0.0603326615182945 0.030239573117162258 0.02523494503987795 -0.077426642630189696 -0.0063811305974279132 0.010708479086353981 0.10241536925485051 8.8663731953684608e-05 -0.045631908323403921 0.010872754038288421 -0.10347316627896669 -0.018799715934690413 0.051715973728269686 0.0074681657201394885 0.066907330457834285 -0.11164783461575765 0.033860515830338569 -0.0045914666218571081 -0.10537431765999546 0.0054276982214813089 -0.0061399171069185113 0.057847458814192648 -0.11279467530930104 -0.037031688850920431
leaf_weight=0.19359627635162624 0.21227391060392609 0.26866811407671776 0.040712981174181095 0.90804814216244167 0.2801003318199945 0.39263103795565257 0.21601310574260324 0.4118489759403019 0.59468961739912563 0.52161856811653695 1.3877464053366564 1.0505699909590474 0.65358774550259113 89.834592657098256 0.60649250517599185 1.5106140955231238 0.2365820917547693 0.72705511796448252 1.580963348271325 0.33042145350555063 0.80906581035014724 0.92793581211299192 0.69296132794988796 0.42852926657360513 0.39178570753801967 0.518714808526056 0.98165752587374333 1.1828317572362719 0.25791746244067326 0.96251924990792659
leaf_count=72 38 55 71 24 19 20 26 23 39 48 52 54 15 2190 12 81 608 86 25 37 105 62 45 29 112 6 14 37 15 14
internal_value=-1.35325e-05 -0.0309951 0.0305294 0.000129945 0.0206157 0.0362779 -0.00495746 0.0582307 -0.00015944 0.0104443 0.027727 -0.0185329 0.065646 -0.00059314 -0.000254815 1.6663e-05 0.014805 0.0221328 0.0317591 -0.000599555 0.000288777 -0.0148443 -0.0400627 -0.077827 -0.00073602 -0.0422501 0.0129948 0.0288274 -0.045253 -0.000304841
internal_weight=109.113 0.502977 0.234309 108.61 1.51287 1.23277 0.428287 0.80448 107.097 4.20821 2.63602 1.57219 1.24828 102.889 101.981 101.374 4.05521 3.81863 3.09158 97.3189 91.6062 5.71276 2.04943 1.35647 3.66333 0.910501 2.75283 2.16449 0.588339 90.7971
internal_count=4034 198 143 3836 126 107 64 43 3710 208 106 102 54 3502 3478 3466 800 192 106 2666 2309 357 136 91 221 118 103 51 52 2204
is_linear=0
shrinkage=0.1


Tree=217
num_leaves=31
num_cat=0
split_feature=4 3 0 4 2 3 2 2 0 0 1 0 1 1 4 2 0 3 2 0 3 3 0 4 4 2 2 4 3 4
split_gain=0.0416211 0.142671 0.0911724 0.0542488 0.136407 0.094619 0.156657 0.0633645 0.0493266 0.0722626 0.0441607 0.252318 0.178325 0.30585 0.102442 0.221899 0.265347 0.186751 0.219973 0.090536 0.127637 0.0653885 0.214015 0.113267 0.105825 0.396644 0.412457 0.368214 0.241606 0.196872
threshold=32.724174661450007 0.088555000000000023 92.805574663100018 34.654301448200009 0.19040000000000004 0.094375000000000028 -0.094519999999999993 -0.11347 93.55565448145002 95.262825394300009 61.622148808000013 83.941728207000011 60.613977009100005 58.167480110400007 48.96897326980001 -0.30094499999999996 76.451683855550016 -0.23921499999999998 -0.23349 71.440397900400015 -0.15572 0.21629500000000004 85.877418060900013 41.257403903850005 37.038444968100009 -0.012794999999999999 0.04932000000000001 36.79544512155001 0.11278000000000003 37.828051409500013
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 -4 -10 11 12 13 14 15 -5 17 -17 -19 20 -20 24 -23 -24 25 27 -27 -12 -28 -26
right_child=3 -3 8 10 -6 7 -8 -9 9 -11 21 -13 -14 -15 -16 16 -18 18 19 -21 -22 22 23 -25 29 26 28 -29 -30 -31
leaf_value=-0.10066757008193326 -0.06702986967255678 -0.080713004860846455 0.1018904346078315 -0.10420574612652685 -0.043832999600867478 0.084786931192363135 0.05610103651568378 0.027492914964865823 0.10062637804232114 -0.10187130037153136 -0.012486674217498895 -0.061557232570479618 0.090020761244186231 -0.10583211284611682 -0.025160656136476445 -0.10514274684007663 0.072142691394674288 0.090554567600037605 0.089406771425913384 -0.10213963057587215 -0.053613820057319732 0.053492509825748595 0.021685611682300418 -0.016242475514861146 0.024513883443659897 0.093199377217973722 -0.044875425417790472 -0.076766264986924737 0.03651205195721352 -0.00026361564965686712
leaf_weight=0.043867218459580637 0.20394609158302035 0.25436153796704275 0.11009465903043747 0.13224174920469645 0.27799400088042592 0.3664325119334535 0.20943546758462517 0.40791409478515561 0.033727726899087429 0.036906275175340397 3.9690129346101912 0.7760436572425532 0.21621252039039962 0.26750288555376744 0.7048666898626833 0.16401029946064327 0.77760273609601427 0.23739840783673671 0.10149359973729588 0.12401873386625084 0.16199713374316804 0.97574477293528517 1.3785124657497365 1.836134518483959 3.3275299569645531 0.62005828232213334 0.72911172367821542 1.1491799754403471 0.72987662746163551 88.370531395046157
leaf_count=68 38 55 2 8 19 20 26 23 2 71 174 36 12 48 33 91 25 30 21 60 38 9 41 31 121 14 44 24 5 2845
internal_value=-1.37622e-05 -0.0294274 0.028655 0.000116422 0.0192241 0.0339829 -0.00464688 0.0546053 0.0600447 -0.00517868 -0.000145936 -0.0109352 0.00267063 -0.00439985 0.00688867 0.0201869 0.0306878 -0.0101725 0.0147529 -0.0316852 0.00147607 0.000237487 0.0124727 2.19359e-05 -0.000280944 -0.0119572 0.0248764 -0.0269193 -0.00416035 0.000635508
internal_weight=108.694 0.478957 0.224596 108.215 1.46572 1.18773 0.413382 0.774347 0.180729 0.070634 106.749 3.66339 2.88734 2.67113 2.40363 1.69876 1.56652 0.788918 0.624908 0.387509 0.263491 103.086 4.19039 3.21465 98.8953 7.19724 2.07905 5.11819 1.45899 91.6981
internal_count=4034 198 143 3836 126 107 64 43 75 73 3710 402 366 354 306 273 265 240 149 119 59 3308 81 72 3227 261 63 198 49 2966
is_linear=0
shrinkage=0.1


Tree=218
num_leaves=31
num_cat=0
split_feature=2 4 0 2 3 2 2 2 3 4 4 4 1 2 0 1 1 1 2 4 0 0 4 0 1 3 3 0 0 1
split_gain=0.0415497 0.261783 0.0646077 0.0544329 0.188138 0.18569 0.209516 0.125498 0.10813 0.0781585 0.119478 0.0888265 0.0868359 0.276124 0.0820087 0.0766994 0.309494 0.136695 0.15371 0.373243 0.11296 0.417018 0.218872 0.250968 0.106543 0.305514 0.366414 0.404259 0.299898 0.144244
threshold=0.27538000000000007 39.051326806600009 93.953546284800012 0.20167500000000002 0.11278000000000003 0.22598000000000004 0.26336000000000009 0.19040000000000004 0.088435000000000027 34.654301448200009 32.051492741500006 35.050303764500008 75.271450736300025 0.10957500000000002 92.805574663100018 80.677940036650014 83.740093847200015 82.457699319000014 -0.041369999999999997 42.558389508100007 100.15850764985002 101.55650587770002 40.94178426300001 102.11570516885001 76.279622535200005 0.092465000000000033 0.087245000000000031 98.674478761850011 97.521130223850008 75.951630643300021
decision_type=2 2 2 2 2 2 2 2 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 8 9 -7 10 -1 -11 14 -14 -12 20 17 18 19 -17 24 -22 -23 -24 29 26 27 28 -26 -13
right_child=1 -3 -4 4 -6 6 -8 -9 -10 11 12 15 13 -15 -16 16 -18 -19 -20 -21 21 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.051033657063259047 0.045588872304049087 -0.10584028893996913 -0.010551105117308113 0.03787713821514526 0.050601813042637903 -0.025381405123685481 0.005126660721928274 -0.04373677090616887 -0.1146701391806545 -0.031205338331695445 0.027983639771963283 -9.167966025079539e-05 -0.10250827367787577 0.10237342401053889 0.089481930084571892 -0.10705672212356564 -0.10315744693105305 0.064790906061615444 0.027164854731230249 0.022326750540001356 -0.089058137839671092 0.048308697972610531 0.0049783592509814456 -0.10794130235465452 -0.10238559313910994 -0.039151481380133711 0.10250367217416663 -0.11610933952403345 0.089375927004989031 -0.042285369278874441
leaf_weight=0.18849221414518424 0.28634558773774077 0.26776152837282996 0.72154169945133617 0.75600413061874849 0.9416958987712859 0.25722197721552198 0.96569984346933779 0.65767615096410637 0.28691606315624085 0.91817116881429583 0.66207177730393574 91.747676629232046 0.15566602858780243 0.11392091412199079 0.32244090433232486 0.33146118283548298 0.21461563787556759 0.58364430970777892 2.1683377071949508 0.68115523956294055 0.66744944684887686 0.67705339856365743 0.73482270858949028 0.26883256424866886 0.10344503063788468 0.55518689609016281 0.65789425082039088 0.21361658052774146 0.38540185870078858 0.81743726418062479
leaf_count=135 13 63 76 27 9 40 29 17 17 23 53 2285 56 4 6 46 608 101 22 23 66 39 17 76 88 48 11 17 8 11
internal_value=-9.78447e-06 -0.0179507 0.00539853 0.000204039 0.0130344 -0.00257885 -0.0228359 -0.000192332 -0.0724621 8.52533e-05 0.0231984 -0.000242517 0.0343555 -0.0159302 0.0481251 3.94962e-05 0.0136462 0.020305 0.0121427 -0.0200245 -0.000519675 -0.0221851 0.00437175 -0.0252676 1.87831e-05 0.0233624 0.0488754 -0.00135027 0.0487972 -0.00046429
internal_weight=108.31 1.27565 1.00789 107.034 3.20754 2.26584 1.50984 103.826 0.544138 103.169 1.44259 101.726 1.2541 0.269587 0.984513 100.808 3.97921 3.7646 3.18095 1.01262 96.8288 2.34816 1.68071 1.00366 94.4807 1.91554 1.36036 0.702463 0.488847 92.5651
internal_count=4034 152 89 3882 122 113 86 3760 57 3743 254 3489 119 60 59 3466 800 192 91 69 2666 198 132 93 2468 172 124 113 96 2296
is_linear=0
shrinkage=0.1


Tree=219
num_leaves=31
num_cat=0
split_feature=0 1 0 1 4 3 3 1 1 0 3 1 1 1 1 4 1 1 0 0 0 0 2 1 1 1 0 3 1 1
split_gain=0.0404282 0.299767 0.356626 0.242631 0.476942 0.370771 0.154142 0.523004 0.291623 0.362026 0.180413 0.150963 0.227737 0.290588 0.397758 0.630016 0.288287 0.217569 0.561953 0.403952 0.511936 0.589761 0.391719 0.400755 0.297769 0.261176 0.209629 0.198306 0.163541 0.415137
threshold=87.278104746850019 64.02831883475001 85.877418060900013 64.665483411650015 41.481306584950012 0.088350000000000026 0.21629500000000004 65.29995953045001 66.590419433100024 91.066142252700018 0.12535000000000004 65.611820673600008 66.351146659450009 66.590419433100024 68.20618276945001 37.784765830350004 67.649671936450019 69.873026810350026 93.399723909900004 93.805681087600007 93.953546284800012 94.625660817400004 -0.056724999999999998 71.015621515800021 70.206395618550019 71.104340634100012 93.805681087600007 0.11922500000000003 71.015621515800021 70.776348742200014
decision_type=2 2 2 2 2 2 2 2 2 2 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 -10 11 -9 -13 -14 15 -15 -17 18 -16 -19 -21 22 23 -22 -23 -25 -20 28 29 -26
right_child=3 2 -4 6 -6 -7 8 10 9 -11 -12 12 13 14 17 16 -18 19 26 20 21 24 -24 25 27 -27 -28 -29 -30 -31
leaf_value=-0.0011730503267214974 0.021001737209700597 0.026646249673429007 -0.11828427147958487 -0.101394521832322 0.0039208183497200753 0.10235838702370369 0.10468546080927077 0.0318345387426031 0.10249550970885045 -0.10225608339686461 -0.045329508926676948 -0.032600621085005776 0.041394081025874302 0.04014370849485175 -0.012413302335987926 -0.095698981220958365 0.00097997625124373981 -0.063172271219627749 0.096683995242333967 0.064774849124173126 -0.12450346807764467 0.098133010163798898 -0.0107446022856488 0.10261509299077272 -0.029235660079969219 -0.10130363577415405 0.027528382302131706 0.063024827550861418 -0.0020981004541618933 0.052696511832013793
leaf_weight=48.000630807189282 1.2956794817000612 0.26680920922808482 0.46687920042313635 0.52146789617836375 7.4413422737270594 0.98679745662957419 0.3840918131172647 1.4559052423574019 0.14366741478443146 0.21646623769629514 0.88929928632751298 2.1560077290050677 1.6863714568316925 0.69147011704626438 1.9615176888182753 1.3101869609963612 0.40339738761031174 1.013370426363507 0.9664515493204815 1.2102377552073438 0.87183935573557414 0.32041746471077459 1.2428461888848676 0.15020178258419037 0.95769546543306838 0.10794856993015856 0.80211769387460663 0.51078692718874563 27.680788072261464 1.7456434963096399
leaf_count=1254 55 128 17 16 87 28 4 25 2 52 21 39 28 14 37 59 24 94 15 26 35 3 45 2 54 59 28 13 1748 22
internal_value=-1.02269e-05 -0.00214268 -0.0655796 0.0017475 0.0161865 0.0561752 -0.00109464 -0.00178549 0.0440715 -0.0205749 -0.000706368 0.000133576 -0.00087438 0.000693276 -0.000942998 -0.0404274 -0.0729396 0.00145856 0.0244425 -0.000935399 0.000877012 -0.00142533 -0.0494866 -0.0920979 0.00222805 0.0173441 0.0653191 0.0012334 0.000194621 0.0236709
internal_weight=107.858 48.7343 0.733688 59.124 9.72382 2.28248 49.4002 48.656 0.744225 0.360134 48.1345 47.2452 45.7893 43.6333 41.9469 2.40505 1.71358 39.5419 3.73009 35.8118 34.7984 33.5882 2.37284 1.12999 31.2153 0.25815 1.76857 30.8949 30.3841 2.70334
internal_count=4034 1399 145 2635 170 83 2465 2407 58 54 2391 2370 2345 2306 2278 97 83 2181 80 2101 2007 1981 141 96 1840 61 43 1837 1824 76
is_linear=0
shrinkage=0.1


Tree=220
num_leaves=31
num_cat=0
split_feature=4 2 2 4 0 0 0 3 1 4 0 0 0 2 2 2 2 4 4 0 0 3 3 1 2 4 2 2 2 4
split_gain=0.0372981 0.237027 0.237816 0.15334 0.0482323 0.0429055 0.20358 0.135186 0.0933618 0.112495 0.0807179 0.0765667 0.169715 0.0839218 0.510934 0.282186 0.199899 1.36436 0.294835 0.469349 0.185881 0.208158 0.787766 0.348525 0.277639 0.364116 0.338459 0.462374 0.526055 0.365734
threshold=33.96174662340001 0.15844000000000005 -0.116995 34.466665687600006 91.394134144600017 85.667718326750006 85.624702996650015 0.11243000000000002 62.052302108850007 44.756878345700009 85.683849075550015 85.705356740550016 85.764502819450016 -0.117885 -0.11103999999999999 -0.11963999999999998 -0.101395 38.244973486750006 39.522095559600011 94.203572890950014 85.995710218650018 0.092835000000000015 0.092260000000000023 61.923256118600001 -0.089795 37.038444968100009 -0.083954999999999988 -0.070909999999999987 -0.055334999999999995 41.257403903850005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 6 7 8 -5 -10 -7 -12 -13 15 -15 -14 17 -16 -19 -20 -18 22 -22 -23 25 -25 -26 -28 -29 -30
right_child=3 -3 -4 5 -6 10 -8 -9 9 -11 11 12 13 14 16 -17 20 18 19 -21 21 23 -24 24 26 -27 27 28 29 -31
leaf_value=-0.10419319794897491 0.084813863940681827 -0.093083390821543155 0.037907480984316178 0.001089681124408298 0.02614400662938305 0.027934293867584961 -0.10879823177331648 -0.065933659978682932 -0.10187708975937027 0.033359687037160926 -0.027962805957155851 0.033434430871899561 0.00429604832909269 -0.049969887357208788 -0.10455289795984063 0.090690051314733233 -0.016000076860345245 0.10555339402767927 0.073268298408865534 -0.054854654930005735 -0.0019009897967726245 0.060512178481598802 -0.10499792946125511 0.0086666845251200924 0.045863031000398465 -0.10959062011904659 -0.030880826478997286 0.05339074504785371 0.014341778218383018 -0.019323124283461703
leaf_weight=0.14520495636969599 0.25033003936550713 0.30534415866713971 0.62342414966542381 6.0923137181916891 0.31828042982033367 1.0561346588656295 0.19365368242142711 0.34322698026153364 0.18926719658338687 0.091123452613828704 0.9599781297147264 1.5322697861120094 16.531894591986035 2.1155994274363357 0.62696287603921463 0.38691517920233209 7.5682160464348263 0.92628622148186002 0.88325961306691148 0.4227735510301045 40.357679000635585 1.1955646881833697 0.75501492744660836 0.57271804080483224 2.0864909035672161 0.47739752272718761 3.2670152739647262 2.418123829978879 9.5746427534495293 4.8677396701905318
leaf_count=127 22 61 71 550 27 23 16 37 79 55 17 30 999 39 18 10 98 6 14 52 1208 11 41 10 38 33 70 41 143 88
internal_value=-5.29529e-06 -0.0185474 0.0110626 0.000182462 0.0519733 -9.66942e-05 -0.00771433 -0.00479958 -0.00150697 -0.0579268 0.00043722 0.000139449 0.000418816 -0.000113505 -0.00149648 0.00627179 -0.000147129 0.0257917 0.0623999 0.0317939 -0.00116115 0.000551521 -0.00379432 0.00785615 0.00515011 -0.0450948 0.00752532 0.0035511 0.0102229 0.00299518
internal_weight=107.135 1.07397 0.768629 106.061 0.56861 105.492 6.90959 6.71593 6.3727 0.280391 98.5827 97.5265 96.5666 95.0343 78.1155 16.9188 75.9999 2.85928 2.23232 1.30603 73.1406 65.5724 41.1127 24.4597 23.2641 1.05012 22.214 20.1275 16.8605 14.4424
internal_count=4034 259 198 3775 49 3726 737 721 684 134 2989 2966 2949 2919 1910 1009 1871 90 72 66 1781 1683 1249 434 423 43 380 342 272 231
is_linear=0
shrinkage=0.1


Tree=221
num_leaves=31
num_cat=0
split_feature=2 4 0 2 3 2 3 1 2 1 2 3 3 2 4 0 2 2 4 2 3 2 4 3 4 2 4 1 4 0
split_gain=0.0369512 0.235121 0.0574629 0.0516686 0.159493 0.154502 0.173695 0.264251 0.0957456 0.125789 0.120012 0.186616 0.408229 0.116924 0.37031 0.125517 0.0713312 0.32386 0.467959 0.217086 0.239249 0.192903 0.204929 0.135724 0.174227 0.117198 0.556149 0.457239 0.376073 0.605109
threshold=0.27538000000000007 39.051326806600009 93.953546284800012 0.20167500000000002 0.11278000000000003 0.22598000000000004 0.072205000000000033 81.188747081400024 0.17076500000000003 61.93938686740001 0.12427500000000002 0.09180000000000002 0.089415000000000022 0.086310000000000026 37.999598532650005 78.236820054150016 0.048475000000000011 -0.0034049999999999996 41.066313126200008 0.05399000000000001 0.093580000000000024 0.0023400000000000005 40.159267750750011 0.079470000000000027 42.599563320500003 -0.037054999999999998 41.872294782850005 62.111448187750007 40.280372415600006 93.399723909900004
decision_type=2 2 2 2 2 2 2 2 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 8 5 -5 -7 -8 10 -10 13 12 -12 16 -15 -16 17 25 21 20 -18 -19 -23 24 -21 -1 28 -28 29 -27
right_child=1 -3 -4 4 -6 6 7 -9 9 -11 11 -13 -14 14 15 -17 19 18 -20 23 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.00081261995314994883 0.043690036797133902 -0.10538714900671023 -0.01036836272232391 0.035828575329592362 0.048163804024375902 0.029287520308457556 -0.10990103876957397 -0.0035512675822238597 0.0090517677015899984 -0.046535863725876196 0.062951448837894802 0.078624780163750588 -0.10578789066788825 0.045718112713018379 0.036848826401702971 -0.10808455545122514 0.090875651512469971 0.028233349516489276 -0.10243657050689292 -0.060722856672670425 0.0063554913987751765 -0.05780703533155173 0.0076004217666796568 0.0092412518264749291 0.0038256234967290119 -0.035765740482525725 -0.08984356183493282 -0.0019735217237293349 0.059189571265894685 0.052298497369907264
leaf_weight=76.019090223862307 0.27072442065400426 0.24284147262142142 0.71851102652180998 0.73235717982606718 0.90796384774148453 0.4746242258697746 0.37883468350628391 0.60958585228945594 0.6882494834717352 0.99649144672730472 0.35911646868953429 0.49448197962419727 0.2386552193784155 0.33235831691126705 0.06874195858836174 0.45701413377605604 0.62614749771455336 0.83663089677430935 0.71870595370273793 0.7064220338652375 0.72004915730462926 1.0946309770406513 0.85173885658150528 6.0484788669291447 1.0247548539082343 1.5814042468846294 0.7114851497208291 3.5318903297716133 2.5971576401498169 1.5401472305147761
leaf_count=2819 13 63 76 27 9 23 34 29 8 40 39 21 18 11 3 108 64 19 147 36 6 30 15 75 15 32 44 105 75 30
internal_value=-7.23911e-07 -0.0172182 0.00442582 0.000200642 0.0129124 -0.00166678 -0.0204358 -0.0443122 -0.000185192 -0.0238272 0.000210901 0.0331778 -0.00441629 -0.000151112 -0.0369045 -0.0891347 0.000168725 -0.000690188 -0.0305007 0.00859073 0.0456678 -0.0119234 -0.0291845 0.00217489 -0.022514 0.00052389 0.0107226 -0.0167067 0.0310755 0.00768441
internal_weight=106.579 1.23208 0.989235 105.347 3.10337 2.1954 1.46304 0.988421 102.244 1.68474 100.559 1.09225 0.597772 99.4668 0.858114 0.525756 98.6087 89.4829 3.50171 9.12585 1.3462 2.783 1.94637 7.77966 1.73118 85.9812 9.96208 4.24338 5.71871 3.12155
internal_count=4034 152 89 3882 122 113 86 63 3760 48 3712 78 57 3634 122 111 3512 3316 211 196 70 64 45 126 51 3105 286 149 137 62
is_linear=0
shrinkage=0.1


Tree=222
num_leaves=31
num_cat=0
split_feature=0 3 3 0 0 0 3 3 2 4 1 2 2 0 3 4 3 4 2 4 2 4 2 3 4 1 3 4 3 0
split_gain=0.0396191 0.259276 0.225915 0.0786701 0.131559 0.0578001 0.044703 0.244709 0.15429 0.238128 0.374982 0.130682 0.594489 1.01923 0.474031 0.320473 0.535295 0.310392 0.273682 0.627666 0.900728 0.24712 0.270071 0.242229 0.153421 0.381454 0.420926 0.296684 0.600621 1.10612
threshold=102.89804648475001 0.090735000000000024 0.089835000000000012 105.33378955095002 104.91170162450001 102.31465107045001 0.084360000000000018 0.083950000000000011 0.11704500000000002 40.280372415600006 64.307918480350011 -0.053159999999999992 -0.037054999999999998 97.225399829550014 0.096315000000000026 41.319407281650008 0.088435000000000027 42.753078181500008 -0.06483499999999999 39.861052345600008 -0.058374999999999996 41.066313126200008 0.15607500000000005 0.10111000000000002 36.491284729650012 65.611820673600008 0.10433500000000002 39.896141435400004 0.096010000000000026 89.582113364650013
decision_type=2 2 2 2 2 2 2 2 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 6 7 8 -1 -10 -11 18 13 -13 15 21 17 -17 24 -20 -21 22 -14 -16 25 -8 -27 28 -26 -30
right_child=1 -3 -4 -5 -6 -7 11 -9 9 10 -12 12 14 -15 23 16 -18 -19 19 20 -22 -23 -24 -25 27 26 -28 -29 29 -31
leaf_value=0.00087345606094485972 -0.027098618315984549 -0.10390199036076338 0.088079456015473512 -0.10053214045852817 0.089266565807486542 0.02262873102393655 0.070019040067778496 0.081300926231042708 0.080291560258229241 0.093133530640755816 -0.12439540059251249 -0.121335930023937 -0.0077255754432122006 0.0063486803558650594 0.04662364310245061 -0.048489892196871491 -0.11275888271778728 0.044513649322375531 0.078045831362322182 0.054242604163093101 -0.063353903427434285 0.024822505300179525 -0.06750068875644219 0.0052820406370459845 0.0016365183549549506 0.045439501689891436 -0.045508558276512942 0.0017057570318528001 -0.0088105325235641376 -0.13412433927473474
leaf_weight=25.938035739493678 0.60254189436250161 0.27382849137984511 0.25136175299849128 0.10623697749664984 0.11583504495320085 1.1383339416934166 1.0479762232898786 0.39785006764577602 0.59204659331589837 0.14380185503250686 0.17652382866162952 1.1758927042501484 3.8210492586222262 1.3348226540256289 1.6370507635292586 1.0037409826618389 0.87990750038352405 0.55853005936478428 1.4918044222868037 1.331336156450561 1.2752134497277441 1.7041455650469286 0.94224178748481779 10.556467911912476 5.0871904349623929 0.93360552830563426 1.1186061137414069 37.385146217151487 1.9297663705947345 1.1092628982150925
leaf_count=1297 120 217 20 597 6 47 45 20 35 7 50 33 56 11 38 39 58 28 28 23 25 24 83 167 126 36 27 667 24 80
internal_value=-1.4295e-06 -0.0170244 0.00508536 -0.0202132 -0.00833526 0.000218011 -2.82997e-05 0.00344872 0.00229516 0.0427132 -0.0267415 -0.00126963 -0.0074518 -0.0534524 -0.00197895 -0.0195123 -0.0503757 -0.01524 0.00149997 0.0263165 -0.00328964 -0.00785792 -0.0195499 0.0108324 -0.000592276 0.0209325 -0.00413387 -0.00205852 -0.0193763 -0.0545508
internal_weight=106.06 1.3498 1.07598 0.824614 0.718377 104.71 103.572 27.2483 26.8504 0.912372 0.320326 76.3238 23.6138 2.51072 21.1031 8.90962 2.44218 1.56227 52.7099 4.09835 2.60655 6.46744 4.76329 12.1935 48.6116 3.10019 2.05221 45.5114 8.12622 3.03903
internal_count=4034 960 743 723 126 3074 3027 1409 1389 92 57 1618 537 44 493 288 125 67 1081 76 48 163 139 205 1005 108 63 897 230 104
is_linear=0
shrinkage=0.1


Tree=223
num_leaves=31
num_cat=0
split_feature=4 2 2 4 1 2 2 0 0 1 4 2 0 3 1 4 4 4 3 3 3 0 0 3 1 0 4 2 1 0
split_gain=0.0413447 0.194032 0.204024 0.108326 0.124692 0.0558797 0.109109 0.0426972 0.314538 0.212401 0.471442 0.186105 0.241797 0.165012 0.454015 0.155443 0.167662 0.22749 0.148403 0.214182 0.36838 0.148295 0.336088 0.144614 0.126123 0.398246 0.343781 0.520117 0.142665 0.126924
threshold=33.96174662340001 0.15844000000000005 -0.116995 34.466665687600006 69.64719632740001 -0.092710000000000001 -0.073609999999999995 87.009258933850006 86.89903215050002 64.665483411650015 41.481306584950012 -0.013805 87.818484831100008 0.21629500000000004 65.29995953045001 43.157831852650006 42.536568606950006 42.006870117350005 -0.12244000000000001 -0.26533499999999993 -0.27172999999999997 90.633300493650012 91.066142252700018 0.12535000000000004 62.132955852800002 86.135510041400025 41.942745071500006 -0.11347 62.116825104000007 85.791387400750025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -4 -7 8 24 10 11 12 -9 14 -11 16 17 -12 19 20 -16 -15 -23 -20 28 26 29 -28 -5 -26
right_child=3 -3 5 7 -6 6 -8 9 -10 13 15 -13 -14 21 18 -17 -18 -19 23 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.10401066564978129 0.086050991363280066 -0.090254365585469676 0.083478033511933877 -0.00070874770114185543 -0.012412465402517434 -0.051447929363276648 0.052569408897153773 0.098012083235687594 -0.063496867117716599 -0.096453744569203553 -0.018642907555696833 0.0078937451923232326 0.032419678737596429 0.10396152402274812 -0.10413660140116035 0.024000148523701786 -0.030178715098427813 0.028153172622898234 0.00066011141316410233 -0.090021923314729885 0.098846844123599897 0.10196947971240998 -0.10192762178274427 -0.041245625140847932 0.0158633231060064 -0.040853366951925624 0.059836810004090815 -0.10469525559071831 0.029518362205417266 0.1019738922788691
leaf_weight=0.13417662091561056 0.31059216640278364 0.28376563832262036 0.15805720548087265 39.063257137328947 0.21951317202547216 0.16029189240248343 0.27190638571596426 1.0241455850191421 0.82547562010586162 0.50275340490043063 2.0678646117448789 0.88226130418479343 1.2454746603034434 0.28002550080418487 0.15459193127207982 2.2590468185953796 2.0331301270052791 2.0875383783131838 43.74653967537126 0.44390689188559562 0.21204076534195337 0.16928672790527344 0.15473050365108065 0.83930100506768113 0.26498208072734886 2.6833884303923696 0.3783161199535241 0.39040176807702687 1.6264486019208551 0.48350084386765957
leaf_count=127 23 61 17 1006 26 18 36 32 15 17 27 23 40 3 82 24 31 22 1964 121 22 3 39 20 41 35 69 51 16 23
internal_value=-6.61572e-06 -0.02016 0.00729644 0.000188103 0.0452779 0.0325987 0.0139919 -4.2129e-05 -0.0023284 0.00175673 0.0138628 0.0468675 0.0620177 -0.00126293 -0.00194629 0.00154838 -0.00664736 0.00486591 -0.000899639 -0.0433051 0.0132582 0.050663 0.00460089 -0.000128738 -0.00120359 -0.0177007 0.0232481 -0.0237226 0.00049949 0.0714886
internal_weight=105.357 1.0082 0.724432 104.349 0.530105 0.590255 0.432198 103.818 45.7158 58.1026 11.5995 3.15188 2.26962 46.5032 45.8991 8.44758 6.18853 4.1554 45.3964 0.81054 0.366633 0.604043 0.324017 44.5858 44.8903 4.20059 1.5172 0.768718 40.6897 0.748483
internal_count=4034 259 198 3775 49 71 54 3726 1256 2470 199 95 72 2271 2226 104 80 49 2209 225 104 45 42 1984 1241 219 184 120 1022 64
is_linear=0
shrinkage=0.1


Tree=224
num_leaves=31
num_cat=0
split_feature=4 2 2 4 2 2 4 4 4 1 0 0 1 0 4 0 0 2 2 0 2 2 0 1 0 3 1 1 1 0
split_gain=0.0354756 0.167607 0.180466 0.0735344 0.0501962 0.0905406 0.0411699 0.231842 0.262211 0.234023 0.402077 0.146785 0.615211 0.221969 0.125658 0.335512 0.143784 0.137008 0.144396 0.122076 0.303619 0.118784 0.231784 0.135918 0.0953479 0.0895175 0.0835124 0.271334 0.328832 0.227664
threshold=33.96174662340001 0.15844000000000005 -0.116995 34.654301448200009 -0.092710000000000001 -0.073609999999999995 37.038444968100009 36.79544512155001 36.364346611650006 70.171445662850019 96.851704149400021 89.582113364650013 65.611820673600008 82.602876058000007 37.828051409500013 91.066142252700018 88.872360418250011 0.23835000000000003 0.20167500000000002 90.533827542850005 -0.02903 0.25988000000000006 94.985914206850012 73.037342029850024 90.297243227400017 -0.10565499999999999 75.408562100950022 75.634392583900009 75.806453904250006 96.959242474650011
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -6 7 8 9 11 -11 12 13 25 15 16 -8 18 26 -10 -21 22 -17 -24 -9 -5 29 -28 -29 -16
right_child=3 -3 4 6 5 -7 14 24 19 10 -12 -13 -14 -15 17 21 -18 -19 -20 20 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.10363985389245695 0.033292951603116669 -0.086283880304749774 0.080576918013028784 0.027828000540901083 -0.047104003292353404 0.048578453702303168 0.029570511937439176 -0.069985649465091643 0.10127668064660714 -0.1137959345104792 0.0011143754527142681 0.015972930617482544 -0.14880011519058986 0.08882630249856549 5.4349258605696486e-05 -0.082872924741513754 0.10337022432581661 -0.030697670469676121 0.047871355452165081 -0.052854043014452984 0.090706263600099007 0.032405075418480346 0.056386376673217165 -0.017795603904483381 -0.018429035474675788 -0.10795681397938223 0.046836957174964555 -0.10799750829438025 0.0050092076880752893 -0.025381786222438849
leaf_weight=0.12182031439590446 0.66620033827803027 0.26797834607259574 0.14790758609615295 0.087106676699477581 0.15771016820394834 0.26518959777945283 0.5324085674947121 0.69235135496637645 0.31493432802380983 0.50458426182740346 0.76792480445806177 2.8409907579771243 0.28922515362501144 0.29982972098514438 76.461401673908767 0.40216195269749766 0.52365882508456707 1.4472990650256168 0.6339774661755645 0.27437482931145496 0.31813563377363607 0.68761911615729321 0.35870766662992515 0.79304368910152334 0.7443684688587382 0.10969279882192406 1.5612122532911588 0.26541502861073141 8.6269721877861212 3.6885344748079651
leaf_count=127 65 61 17 31 18 36 35 20 11 26 77 30 4 11 1914 18 8 134 33 35 15 5 8 65 25 18 28 13 1019 127
internal_value=-5.35622e-07 -0.0191296 0.00685248 0.000176335 0.0304335 0.012896 -3.73932e-05 -0.00730709 0.00159186 -0.00755344 -0.0444507 0.00539226 -0.0328586 0.0346631 0.00051123 0.0196937 0.0661646 -0.000171255 0.000312985 0.0509679 0.0242275 -0.00220048 -0.0175137 0.00530803 -0.043274 -0.0478562 -1.9794e-05 0.00838683 0.00163625 -0.00111623
internal_weight=104.853 0.960606 0.692628 103.892 0.570807 0.4229 103.226 7.24352 5.8068 4.89935 1.27251 3.62685 0.785854 0.496629 95.9824 3.2976 1.05607 92.6848 91.2375 0.907445 0.59251 2.24153 1.55391 1.15175 1.43672 0.196799 90.6035 10.4536 8.89239 80.1499
internal_count=4034 259 198 3775 71 54 3710 303 258 197 103 94 64 60 3407 139 43 3268 3134 61 50 96 91 73 45 49 3101 1060 1032 2041
is_linear=0
shrinkage=0.1


Tree=225
num_leaves=31
num_cat=0
split_feature=0 3 3 0 1 0 0 1 2 0 0 1 3 4 3 3 3 4 4 2 4 4 0 2 4 1 1 0 0 4
split_gain=0.0364481 0.233597 0.194203 0.0725966 0.0970867 0.0445843 0.261442 0.161224 0.326842 0.0948327 0.697521 0.43073 0.85345 0.572946 0.299625 0.26526 0.214309 0.263287 0.177748 0.192337 0.175496 0.479166 0.418686 0.837654 0.44163 0.341776 0.426019 0.640252 0.308743 0.620017
threshold=102.89804648475001 0.090735000000000024 0.089835000000000012 105.33378955095002 82.457699319000014 87.350693116400024 87.638358136350021 64.02831883475001 -0.14654999999999999 90.767723400200012 90.407470010750018 67.649671936450019 0.085235000000000019 39.861052345600008 0.08729000000000002 0.09117500000000002 0.081965000000000024 42.047301293400004 38.969453495950006 -0.032369999999999996 38.748048509250005 38.478081868400004 94.047642319350018 -0.011675 40.750688432250008 70.727956495850009 71.096275259700022 95.469836670350006 94.773526014550015 36.79544512155001
decision_type=2 2 2 2 2 2 2 2 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 -1 -9 10 14 12 -11 -14 16 -16 -8 -18 -17 -20 21 28 23 24 -22 -24 -27 -28 29 -13
right_child=1 -3 -4 -5 -6 6 9 8 -10 11 -12 20 13 -15 15 18 17 -19 19 -21 22 -23 25 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0012782571950106329 -0.023952522982234048 -0.10358985424634587 0.084936771142157266 -0.10048007540692523 0.076969913376620389 0.049039337652195814 -0.0028266284314099241 0.013579863869588255 -0.11852231885535017 0.066419154540635836 0.068462895466245649 0.0095160600974401027 -0.01117964704743736 -0.13608306094421621 0.038803701078436233 0.023007813231182107 -0.098993860833721414 -0.014854808624854899 -0.037783277338563764 0.0056964827055167571 0.081301279829201878 -0.093853166557136686 -0.047911596697815924 -0.063040424133025505 -0.0068635143807189497 0.059163819658547535 -0.10237064911092718 0.0027815442884658297 0.0082356135126241507 -0.083138014200583976
leaf_weight=47.57700244220382 0.60151164950252567 0.24958587724438519 0.23132604832790093 0.096225924190946444 0.11326959887230714 1.1644390374103739 1.8604003014170296 0.40228445221532638 0.35045100500474191 0.50315453643270247 1.6908651968114998 1.640653178998033 0.63029723241925217 0.87999663468508516 2.2997585721313936 2.0700466400012374 0.69023171730805166 0.80641561258380534 1.774425597861409 2.384694708220195 2.25752654997632 0.64459862929652523 1.385716343957031 0.68972787446910189 0.75923439535836212 1.2855133494958888 0.59512771612253601 21.430307401511982 6.0855228816435556 1.2901739830704171
leaf_count=1268 54 217 20 597 72 32 71 90 56 23 42 42 13 44 30 33 23 25 28 23 31 20 111 37 44 29 205 514 196 44
internal_value=3.83845e-07 -0.0166919 0.0041157 -0.0189371 -0.0079596 0.000209452 0.00216155 -0.00200475 -0.0479229 0.00114418 0.00836735 -0.00130277 -0.0463782 -0.0839566 -0.000181673 0.00977933 -0.0254886 -0.0536585 -0.00093624 -0.0128535 0.00108155 -0.010561 0.00504162 0.0363816 0.0591127 0.000338092 0.00320629 -5.96702e-05 -0.00460629 -0.031271
internal_weight=104.44 1.29192 1.04233 0.811007 0.714781 103.149 54.8188 48.3297 0.752735 53.6544 13.5768 40.0776 2.01345 1.51029 11.886 8.52893 3.35705 1.49665 6.22917 4.15912 38.0641 9.66095 28.4032 3.70649 3.01676 24.6967 23.3109 22.0254 9.01635 2.93083
internal_count=4034 960 743 723 126 3074 1660 1414 146 1628 275 1353 80 57 233 114 119 48 84 51 1273 302 971 112 75 859 748 719 282 86
is_linear=0
shrinkage=0.1


Tree=226
num_leaves=31
num_cat=0
split_feature=3 2 2 2 2 2 1 1 4 0 2 3 0 3 3 3 0 3 1 3 2 3 0 0 3 3 0 3 3 0
split_gain=0.0358741 0.12424 0.284306 0.451458 0.248446 0.401704 0.201909 0.34454 0.32276 0.200327 0.286667 0.229686 0.20427 0.177932 0.168258 0.200687 0.122697 0.104323 0.313029 0.21861 0.162655 0.154553 0.122942 0.409264 0.23885 0.195478 0.220672 0.187015 0.471555 0.27272
threshold=0.10249000000000003 -0.18231499999999998 -0.095204999999999998 -0.117885 -0.086139999999999994 -0.075639999999999999 71.322105742700003 80.677940036650014 37.828051409500013 86.329079026800017 -0.053159999999999992 0.11002000000000002 85.705356740550016 0.12535000000000004 0.12201500000000003 0.11148000000000002 85.963448721100022 0.09914000000000002 61.93400995115001 0.10040500000000002 -0.067109999999999989 0.098105000000000026 85.705356740550016 85.791387400750025 0.094175000000000023 0.092075000000000032 85.624702996650015 0.096515000000000031 0.096010000000000026 86.83719761350001
decision_type=2 2 2 2 2 2 2 2 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 14 3 -3 -4 -6 9 8 -8 10 -7 -11 -12 -13 15 -2 -5 21 -19 -20 -21 22 24 -24 25 26 -1 28 -25 -29
right_child=1 2 4 16 5 6 7 -9 -10 11 12 13 -14 -15 -16 -17 -18 18 19 20 -22 -23 23 27 -26 -27 -28 29 -30 -31
leaf_value=-0.00065666804775871431 -0.0085374600137378253 -0.0026731152045803546 0.019893184901870045 -0.048662644547530179 -0.061364986361505558 0.0052578171008729841 0.0067645442713375886 0.056347405706725952 -0.11306596958891234 0.037686462709785894 -0.0034532333871175875 -0.019712251048835627 -0.068526110929056736 0.014905687867150281 -0.02677916824854883 0.086059038284990855 -0.12223624116841619 0.076207653341221038 0.041524274317353255 -0.038263975525068002 0.012658236279652353 -0.033722874003931834 0.060767402408623598 0.00065043066371742349 -0.084890453631747992 0.052796010004586204 -0.048521210725031322 0.086440836500369309 -0.085517611725637183 0.010412164583984834
leaf_weight=3.5964633262806265 0.36663801351824321 1.433773902354915 4.333965511859339 0.38516933994833635 1.2571144902540314 2.9347677932819352 0.35455386253306531 0.28227020848441953 0.61407200901157921 2.2764620417729002 0.78287514590919061 2.5466934744035825 1.2568442153278736 3.5606033727526665 0.41959588036843343 0.57754914839824778 0.55081328795995432 0.72223896384821173 1.0873036352058991 1.2233274503250871 1.2873793933031263 1.3234143664117244 1.1626515690586519 63.531490169069144 0.43023703969811311 0.48942923189133569 1.3155348014261106 0.58793614432215635 0.64151000239871692 2.3886028411752704
leaf_count=687 22 35 43 15 32 28 16 30 51 33 25 33 30 25 26 28 33 17 47 46 27 27 29 2445 28 22 42 9 20 83
internal_value=-3.67369e-06 -0.00339929 -0.00517034 -0.0379386 -0.00132618 -0.00712238 -0.00245481 -0.0408723 -0.0692034 0.00114269 -0.0147552 0.0105757 -0.0435502 0.000470287 0.0259108 0.0493262 -0.0919597 0.0010149 0.0161278 0.00406782 -0.0121533 0.00014974 0.000754342 0.0019441 -0.0131825 -0.00747082 -0.0134758 0.000925615 -0.000210954 0.0254296
internal_weight=103.721 23.9338 22.57 2.36976 20.2002 15.8663 14.6091 1.2509 0.968626 13.3582 4.97449 8.38376 2.03972 6.1073 1.36378 0.944187 0.935983 79.7875 4.32025 3.59801 2.51071 75.4673 74.1439 68.3122 5.83166 5.40143 4.912 67.1495 64.173 2.97654
internal_count=4034 505 429 83 346 303 271 97 67 174 83 91 55 58 76 50 48 3529 137 120 73 3392 3365 2586 779 751 729 2557 2465 92
is_linear=0
shrinkage=0.1


Tree=227
num_leaves=31
num_cat=0
split_feature=1 2 1 1 3 3 1 1 1 2 0 1 0 3 3 1 4 4 4 3 3 4 1 2 2 1 1 2 3 3
split_gain=0.0356853 0.337722 0.209358 0.0913327 0.08909 0.10397 0.124856 0.0783274 0.0498925 0.185148 0.0760853 0.213781 0.225203 0.128864 0.278516 0.304362 0.219647 0.177251 0.283352 0.271713 0.224947 0.230023 0.176996 0.136397 0.114042 0.106897 0.277994 0.0893983 0.159098 0.207768
threshold=81.479100559500012 -0.085584999999999994 83.740093847200015 87.030766598900016 0.096885000000000013 0.086230000000000015 83.468559576050012 87.33187390945001 80.677940036650014 0.061925000000000015 97.878695155250014 76.279622535200005 97.096353839300008 0.11278000000000003 0.092260000000000023 73.037342029850024 41.178189531300006 39.952536079750011 41.092444989200011 0.091290000000000024 0.088145000000000015 42.456897412850005 80.468240302450013 1.0000000180025095e-35 -0.58559499999999998 75.634392583900009 75.408562100950022 0.20949500000000004 0.11278000000000003 0.084360000000000018
decision_type=2 2 2 2 2 2 2 2 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 5 6 -2 -5 10 -10 11 25 -13 14 17 -16 -17 19 -19 -12 21 -20 -23 -15 -18 26 27 -1 29 -29
right_child=1 3 -4 7 -6 -7 -8 -9 9 -11 13 12 -14 23 15 16 24 18 20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00069090566553420491 -0.10239720187197072 -0.10576910296833607 -0.1044268967989581 0.098659765409303615 -0.035483820837920135 0.096935687085627595 0.096748756325673479 -0.10083805494371559 0.040155164933182365 -0.0042042066053298941 -0.092835631297889853 -0.059868747374985314 0.080041766681431523 0.0590796664587434 0.010990338816420612 -0.11078158655785784 0.027728398138120704 0.039175585265191687 0.071107212690376079 0.058931239820443931 -0.082267987257102146 -0.10576514091807053 0.0029630619526113157 -0.007920671456706883 -0.065875009914860602 -0.033583637728331804 0.045568751268812609 0.048631665127833977 0.090178834277398159 -0.037449255572332189
leaf_weight=86.670560750944333 0.067122643789616632 0.37003441470414944 0.10276926174378787 0.045307793348911218 0.099409366295731161 0.34699656150769442 0.059291305613214718 0.03479435973292766 1.4254013102399756 2.768198669065896 0.42820749222846588 0.14182584666104858 0.60929156096972292 0.49659569759387501 0.59018663130700577 0.74793895204857086 0.22306493110954762 1.5261513297446074 0.33701611135620602 0.1628210237249732 0.4386496390798128 0.21191512403152046 0.51013498216343578 0.78281068615615368 0.31251823313505156 0.93502195301698421 1.3424019890371699 0.58686478110030182 0.29357166235422472 0.53692094180632921
leaf_count=2333 85 155 398 5 17 14 4 282 45 30 76 96 14 36 5 65 7 31 14 5 25 98 6 24 38 14 18 26 11 57
internal_value=-2.83714e-06 -0.0177099 0.026999 -0.0848115 0.0505781 0.0686498 -0.00899276 0.0120029 0.000192438 0.0108735 -0.000265164 0.000494682 0.0536239 -0.0104948 -0.0171569 -0.0484459 -0.0757757 -0.000938897 0.0088508 -0.0510257 -0.0220497 0.0028918 -0.0289477 0.0180852 -0.0268901 5.30716e-05 0.000404754 -0.000283516 0.0246281 0.00750403
internal_weight=103.204 1.12573 0.675589 0.450137 0.57282 0.473411 0.126414 0.0801022 102.078 4.1936 97.8845 91.1165 0.751117 6.76801 5.4886 1.87371 1.28352 3.6149 3.02387 0.591029 1.49772 1.05907 0.72205 1.27941 0.535583 90.3653 89.4303 88.0879 1.41736 1.12379
internal_count=4034 960 518 442 120 103 89 287 3074 75 2999 2569 110 430 370 115 110 255 174 81 143 118 104 60 45 2459 2445 2427 94 83
is_linear=0
shrinkage=0.1


Tree=228
num_leaves=31
num_cat=0
split_feature=3 3 4 4 2 4 2 2 4 2 3 1 3 2 0 1 1 0 1 3 3 2 2 4 2 4 4 3 1 0
split_gain=0.0323605 0.115151 0.211768 0.327848 0.489093 0.262484 0.279405 0.364015 0.571525 0.825268 0.341333 0.277716 0.413859 0.279505 0.452609 0.396395 0.247669 0.225193 0.273157 0.206141 0.199272 0.380849 0.136957 0.119749 0.279281 0.137867 0.312397 0.270996 0.244044 0.313698
threshold=0.10249000000000003 0.091645000000000018 39.685256516350002 36.364346611650006 -0.10423499999999999 40.040005255000004 -0.086139999999999994 -0.08262499999999999 41.571132012400007 -0.067109999999999989 0.09914000000000002 71.322105742700003 0.09914000000000002 -0.14429 86.103248543850015 62.213609596700003 64.184249406300026 93.805681087600007 70.206395618550019 0.09450500000000002 0.09117500000000002 -0.059754999999999996 -0.0034049999999999996 35.050303764500008 -0.11347 39.792680591700012 40.00488309970001 0.083365000000000022 62.041548276350007 93.953546284800012
decision_type=2 2 2 2 2 2 2 2 2 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 11 -8 22 -10 -11 13 -13 15 -15 -7 -5 -18 -19 -20 23 -22 -9 24 -1 27 -27 -25 -29 -30
right_child=-2 2 5 16 -6 6 7 8 9 10 -12 12 -14 14 -16 -17 17 18 19 -21 21 -23 -24 25 -26 26 -28 28 29 -31
leaf_value=-0.10184821611959397 -0.0032618646679196126 0.041123326744510226 -0.035382042927295472 0.081903245884501971 -0.099002288955720885 -0.017638570021197907 0.063518218306897328 0.035722769406747366 -0.11656083388067739 -0.031778790110437771 0.089058655930017203 -0.096444171796898626 0.041147401544097607 0.021396549382795116 -0.054468735275568447 0.076633328056140454 -0.012938401982020332 0.094948008727842273 0.042944113749428844 -0.013453010516853015 -0.0052545840445672289 -0.11028327562121498 0.005599210147635994 0.0026692149874876078 0.068774130202319136 0.040366817793200664 -0.00028553948361602778 -0.10186265629932852 0.0033420556648258628 -0.049859583934794338
leaf_weight=0.11483116481542766 23.521907236250172 0.4856656732972624 1.7821314310422192 0.83022688096389163 0.51135567179199171 0.8810199401632437 1.3773885259870438 3.3786891226336588 0.8101641754656157 0.53742007155415172 0.41371794050792232 0.77363364264328971 0.30471343355748104 1.4620804093283375 1.7016055758576838 0.90337959979660809 1.2906809487903954 0.64067442342639003 1.7957712840361639 1.0141198306664589 1.2050540607961009 0.48388926915322272 2.7278348312829572 6.4236107700057783 0.58293676965126806 1.9841632902753179 39.967336645780449 0.41602682346274367 2.3480376707884716 2.0991410081060167
leaf_count=138 505 28 25 22 59 13 15 38 27 34 16 66 18 29 22 30 30 11 32 48 31 49 43 297 96 38 2073 16 61 124
internal_value=-4.75821e-06 0.000962005 0.00681146 0.0220677 -0.0307448 0.000935323 0.00517339 0.016094 0.00779161 -0.042393 0.0207821 -0.01158 -0.0575643 -0.00155854 -0.019408 0.030088 0.0315185 0.0226958 0.0360247 0.0225898 -0.00152208 -0.0353457 0.0222663 -0.000462935 0.0406949 -0.00100237 0.00163718 -0.0108132 -0.0286216 -0.02177
internal_weight=102.769 79.2473 23.6223 6.56849 0.997021 17.0538 15.2716 9.24521 7.86783 1.7613 0.951138 6.02643 1.07835 4.94809 3.16369 1.7844 5.57147 4.74125 3.45057 2.80989 55.625 1.68894 6.10652 53.9361 0.697768 53.2383 41.9515 11.2868 4.86321 4.44718
internal_count=4034 3529 606 230 87 376 351 173 158 77 50 178 84 94 51 43 143 121 91 80 2923 80 81 2843 234 2609 2111 498 201 185
is_linear=0
shrinkage=0.1


Tree=229
num_leaves=31
num_cat=0
split_feature=0 0 1 4 3 3 3 4 3 3 2 4 3 3 0 2 0 4 4 4 2 1 0 1 2 4 3 2 4 1
split_gain=0.0320449 0.174792 0.139493 0.0966664 0.0889529 0.0734451 0.180118 0.28788 0.10918 0.181517 0.175711 0.128209 0.138801 0.108459 0.184427 0.0684094 0.0665149 0.22653 0.145552 0.145977 0.0834477 0.315803 0.37562 0.305869 0.239709 0.331425 0.318912 0.192891 0.437479 0.368468
threshold=85.667718326750006 85.624702996650015 62.052302108850007 44.756878345700009 0.11379500000000002 0.10184000000000003 0.090735000000000024 38.748048509250005 0.07772500000000003 -0.15572 -0.016334999999999999 37.999598532650005 1.0000000180025095e-35 -0.25095999999999996 71.249517373150013 -0.23349 85.764502819450016 41.385032804600009 41.806790701050012 42.456897412850005 -0.094519999999999993 62.00390986255001 86.256490657300006 62.041548276350007 -0.102645 40.206947806850003 0.085495000000000029 -0.08854999999999999 41.685324604100011 62.55235532115001
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -8 9 13 -10 -11 -13 14 -1 -16 17 -2 -19 -20 21 -18 -23 -24 -25 -26 -27 28 -22 -30
right_child=16 -3 3 -5 -6 -7 7 -9 10 11 -12 12 -14 -15 15 -17 20 18 19 -21 27 22 23 24 25 26 -28 -29 29 -31
leaf_value=-0.10476070610572374 -0.027608242236062987 -0.10764794024752744 -0.101760257234482 0.022140161735473125 -0.054603244844986881 0.016833349502104526 0.02272609237560615 -0.10822601432672406 0.056263094931605452 0.033121732288066474 -0.057091390708234616 -0.10663198849305006 0.0095900979151654648 0.049392827417899569 -0.024657235451619942 0.025696397383401695 -0.02862935709945056 0.052770407151377312 0.038169751383118525 -0.033651850656430699 -0.0019094878098803792 0.044418062707682594 0.10146225210557025 -0.0025571699863768749 0.074000750810563551 0.035182942459369836 -0.032712614585338869 -0.0001904077807134317 -0.12458523284117701 -0.028305134575405923
leaf_weight=0.16495325469441002 0.93670225329697077 0.16694581220508542 0.23434821213709245 0.086106259608641267 0.29406585142714892 2.1075533879702562 0.29102275627337792 0.3967238186069153 0.69511242872977164 0.13867455845183907 0.17023937321209803 0.3787514538216783 0.14101729157846421 0.48612675674303329 0.41488509380724281 0.77158219627426639 2.5720903733745244 1.3200519457459452 0.59355616115499266 0.54086265526711941 4.4523014629135096 2.5636094417423037 0.31679175980389374 17.343070704308627 1.0162029993632509 1.6988266813277735 1.1670841987724996 58.902751742054534 0.59710772614926089 1.1890017450550656
leaf_count=96 15 16 109 55 34 28 18 35 75 56 42 168 7 38 35 30 25 10 10 35 57 32 11 1155 30 30 34 1683 15 50
internal_value=-2.24638e-06 -0.00656348 -0.0040712 -0.0684682 -0.000872123 0.00169429 -0.0061856 -0.0528131 0.00335461 -0.00725724 0.033963 -0.0523075 -0.0751 0.0088855 -0.00568561 0.00808869 0.000475881 0.0142292 0.0301957 0.003927 -3.20761e-05 0.00467873 0.00823274 0.00392649 0.00247074 0.0249326 0.00753385 -0.00196132 -0.0186822 -0.0604922
internal_weight=102.148 6.93811 6.77116 0.320454 6.45071 6.15664 4.04909 0.687747 3.36134 2.49599 0.865352 0.658443 0.519769 1.83755 1.35142 1.18647 95.21 3.39117 2.45447 1.13442 91.8188 26.6777 24.1056 21.542 21.2252 3.88211 2.86591 65.1412 6.23841 1.78611
internal_count=4034 842 826 164 662 628 600 53 547 430 117 231 175 199 161 65 3192 70 55 45 3122 1317 1292 1260 1249 94 64 1805 122 65
is_linear=0
shrinkage=0.1


Tree=230
num_leaves=31
num_cat=0
split_feature=3 0 2 3 4 3 4 4 4 1 4 4 2 2 4 2 4 1 1 1 2 4 1 2 4 4 4 3 2 2
split_gain=0.0382095 0.123445 0.254795 0.0537825 0.222438 0.0821534 0.0736778 0.0675328 0.0771259 0.0635885 0.0498965 0.131628 0.232773 0.188209 0.165935 0.140509 0.225475 0.0819459 0.18111 0.190959 0.124397 0.0656439 0.228332 0.159859 0.0768159 0.144351 0.145506 0.272994 0.282623 0.083639
threshold=-0.55648999999999993 76.451683855550016 -0.23349 -0.27453499999999997 41.535369675400013 -0.41441 36.010074051050005 32.724174661450007 30.317390213800007 68.34060567600001 47.927946529500012 48.457543166250012 -0.23375499999999999 0.04932000000000001 48.96897326980001 -0.23349 49.604215992800007 60.613977009100005 57.772276765200012 57.041016153700006 0.11704500000000002 43.961868063600001 64.407391431150018 -0.62218499999999988 43.426640904350009 43.680097826700013 43.752965619700007 0.09091500000000001 0.066710000000000019 -0.06483499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -5 17 -12 -13 14 -14 -16 -17 18 19 20 -9 24 -23 -24 29 -26 -27 28 -28 -19
right_child=3 -3 -4 7 -6 -7 -8 10 -10 -11 11 12 13 -15 15 16 -18 21 -20 -21 -22 22 23 -25 25 26 27 -29 -30 -31
leaf_value=-0.10504254459206992 0.031124165985462072 0.082354500735445507 0.091721757226888107 -0.10059820682445333 -0.10832635364048633 0.018905204513205237 -0.10394544616438198 -0.094810167834275691 -0.080496105439524138 0.075880389114468427 0.085649187649280825 0.057647507829497804 -0.11168952034927448 0.090695985501060908 -0.10237057287470995 0.061968162318255082 -0.10954885123482672 -0.0024821601284919065 -0.078233034313303543 0.049496544879979905 0.09206628233989092 0.0077896135982529523 0.084551052063277191 -0.10429219028855308 0.051271059168249658 -0.041881890658984566 -0.08603773920863958 0.088492583753645701 0.019308346470971662 0.0036340552749529902
leaf_weight=0.14910653260994877 0.061401903414662229 0.22502993415491801 0.11780752010963524 0.028495804786756618 0.23518028073385722 0.63644410138112906 0.11798775786337501 0.20602053176935331 0.21212682112145842 0.072017072134258342 0.24152480645761798 0.54060822968222044 0.24469286146222646 0.12061998551223496 0.12995704123750318 0.29479781292559448 0.10357299189098512 54.712535949941177 0.42511410570114094 0.39157054340466857 0.043066902260761708 0.84698035502515157 0.050876349598183879 0.37696145650784274 0.84204713851249779 0.5526620090240616 0.32449543967140915 0.41195568966213603 1.1834249002490649 37.809589537812833
leaf_count=24 36 18 24 23 64 42 22 154 59 69 23 28 14 25 22 19 201 1587 69 17 4 44 5 342 49 14 88 8 10 930
internal_value=-3.64094e-06 0.0277983 -0.0181969 -0.000138767 -0.0226423 0.00205789 -0.0577135 9.73566e-05 -0.0463067 0.025848 0.000242648 0.0173527 0.00585173 -0.0254821 -0.0436103 -0.0120796 0.0173752 -4.94016e-05 -0.0276273 0.00595256 -0.0624995 0.000253258 -0.0222893 -0.0818359 0.000553119 0.0155109 0.00333245 0.016348 -0.0033615 1.72593e-05
internal_weight=101.709 0.491944 0.266914 101.217 1.05101 0.815834 0.17939 100.166 0.31264 0.100513 99.8531 1.67577 1.43425 0.893641 0.773021 0.528328 0.398371 98.1773 1.06577 0.640658 0.249087 97.1115 1.27482 0.427838 95.8367 3.31459 2.47254 1.91988 1.50792 92.5221
internal_count=4034 66 48 3968 164 100 58 3804 151 92 3653 332 309 281 256 242 220 3321 244 175 158 3077 391 347 2686 169 120 106 98 2517
is_linear=0
shrinkage=0.1


Tree=231
num_leaves=31
num_cat=0
split_feature=3 0 2 3 4 3 4 4 4 1 4 4 3 4 2 3 0 1 1 2 4 1 2 4 3 3 2 3 0 2
split_gain=0.0334614 0.106936 0.227307 0.0459733 0.201963 0.0707185 0.0800077 0.0583407 0.0660643 0.0559488 0.0426743 0.120037 0.102004 0.0859462 0.0903377 0.128275 0.0704115 0.178774 0.164369 0.110608 0.057771 0.204657 0.14384 0.0649448 0.133923 0.532318 0.272084 0.0670971 0.123356 0.09218
threshold=-0.55648999999999993 76.451683855550016 -0.23349 -0.27453499999999997 41.535369675400013 -0.41441 33.708131650200009 32.724174661450007 30.317390213800007 68.34060567600001 47.927946529500012 49.122847560300009 0.076130000000000017 49.420225120050006 -0.23369999999999999 -0.24338000000000001 81.87699236280001 57.772276765200012 57.041016153700006 0.11704500000000002 43.961868063600001 64.407391431150018 -0.62218499999999988 43.426640904350009 0.086030000000000009 0.09091500000000001 -0.095854999999999996 0.21629500000000004 85.877418060900013 -0.02903
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -5 16 12 -12 -13 -15 -16 17 18 19 -9 23 -22 -23 27 26 -26 -25 -18 -29 -30
right_child=3 -3 -4 7 -6 -7 -8 10 -10 -11 11 13 -14 14 15 -17 20 -19 -20 -21 21 22 -24 24 25 -27 -28 28 29 -31
leaf_value=-0.10454584996349343 0.044320939127322913 0.079061878903350494 0.089206373969467442 -0.10054104971915692 -0.10752168590946042 0.017237010863404612 -0.10336651491821142 -0.093325781813303421 -0.076678021014106992 0.072357127896411091 0.0012463160592486233 -0.10248440212840096 0.061734422477773443 0.085600004597961021 0.034164705904924396 -0.10698852642538642 -0.00051822800132272798 -0.08426307962882261 0.045638954048233746 0.090195273470302498 0.0062360639061220854 0.081665422437531207 -0.10390430282077144 0.084367821319127664 -0.11243176203601848 0.029859727091766999 0.0048233313192939638 0.044666087467022927 -0.011859747784276089 0.028420893479230516
leaf_weight=0.13552546513164998 0.05410829330139677 0.21166836941665679 0.10945253346289874 0.025797981895037903 0.21431118756663636 0.62866220151545238 0.11389000286908413 0.18923403740245603 0.20101283701023931 0.068176147396115994 0.51311207898106548 0.11257359130115663 0.61049095509088147 0.088005319848889374 0.13799242617051266 0.12069004014387041 89.117588583622364 0.34767239318944121 0.38268993701785803 0.039736962207825854 0.85246048279804998 0.047580065133843163 0.3420807318383936 0.64051754276351869 0.36716260513639987 0.92597639983796398 1.3084429069967873 0.93690996081568245 1.6352339379645859 0.87059279608365581
leaf_count=24 30 18 24 23 64 42 28 154 59 69 26 29 39 9 10 219 2333 177 17 4 46 5 341 16 87 21 39 10 49 22
internal_value=-7.04922e-06 0.0270015 -0.0179802 -0.000129292 -0.0213469 0.00183513 -0.0557999 8.54666e-05 -0.0443206 0.0248927 0.000217002 0.0165055 0.0341115 -0.0265682 -0.00191735 -0.0316913 -4.60747e-05 -0.0270049 0.00554104 -0.0614765 0.000220427 -0.0212073 -0.0812451 0.000498246 0.01441 -0.0105413 0.0309653 1.09597e-05 0.0137093 0.00213485
internal_weight=101.349 0.456646 0.244978 100.893 1.01097 0.79666 0.167998 99.8817 0.294987 0.0939741 99.5867 1.58286 1.1236 0.459261 0.346688 0.258682 98.0039 0.959333 0.611661 0.228971 97.0445 1.24212 0.389661 95.8024 3.2421 1.29314 1.94896 92.5603 3.44274 2.50583
internal_count=4034 66 48 3968 164 100 58 3804 151 92 3653 332 65 267 238 229 3321 352 175 158 2969 392 346 2577 163 108 55 2414 81 71
is_linear=0
shrinkage=0.1


Tree=232
num_leaves=31
num_cat=0
split_feature=2 2 3 2 1 3 4 4 0 1 1 3 2 4 4 1 2 4 2 3 2 3 2 3 0 0 4 1 1 1
split_gain=0.0331238 0.23567 0.246485 0.263636 0.2713 0.191194 0.172148 0.291947 0.254729 0.182498 0.178919 0.195865 0.167786 0.146571 0.301261 0.137643 0.150504 0.123325 0.0897969 0.119554 0.087002 0.312959 0.0978494 0.338013 0.217107 0.162574 0.18337 0.0881509 0.0817431 0.0716096
threshold=-0.59260499999999994 -0.50001499999999999 0.098105000000000026 -0.58287999999999995 74.916574263050009 0.081515000000000018 39.952536079750011 40.523311941050004 97.39208423365001 78.285212300550015 75.634392583900009 0.09914000000000002 -0.24468499999999999 35.782584506850007 39.110279783550006 81.479100559500012 -0.085584999999999994 47.142075646500011 -0.086139999999999994 -0.097689999999999985 -0.23401999999999998 -0.55648999999999993 -0.16276499999999997 0.076130000000000017 71.332859575200004 71.249517373150013 48.86568841230001 70.077349628250019 87.030766598900016 74.739136026450012
decision_type=2 2 2 2 2 2 2 2 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 -2 -6 9 -8 -9 -1 -10 -12 13 -3 -15 20 18 -5 19 -17 21 -14 23 24 25 26 -22 -25 -18 -24
right_child=1 12 -4 17 5 -7 7 8 10 -11 11 -13 15 14 -16 16 28 -19 -20 -21 22 -23 29 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.095805821568355473 0.1022325634504842 0.095936830092937353 -0.12091450820821881 -0.090799335797791147 0.065438915598014777 -0.10422191693522541 0.093557958249558662 -0.029189768427461495 0.094208130960926437 0.037500134958561263 -0.064922672274656187 0.062588746864414055 0.089789187309894769 -0.065697191184871356 0.054675392889795095 0.081457822336327035 -0.10495837916867781 0.051436754538068091 0.098461062704806757 -0.10161663285226302 0.022146181735183276 -0.072134419545937398 -0.0013985734045791909 0.079772831405436645 -0.096655616163902863 0.060533324105661528 -0.10876668797162779 0.02482826633311444 0.012512058072608731 0.0060964883353097233
leaf_weight=0.27853612081162227 0.26412932609673578 0.31124197419239752 0.30474666767804581 0.43391104230674571 0.10793121533970407 0.17270789284157217 0.45315583102637935 1.0390854093711821 0.39223775081336487 0.16267716328374604 0.22500377165829377 0.25928039536665892 0.15426330968330149 0.30247891529143089 0.66506372561525495 0.058667349844199634 0.32897357271758565 0.070921484992140904 0.08580844023526879 0.090998635846091247 0.2545102333187963 0.52758109760907146 76.730156093402002 0.70606800622408605 0.27678064007341163 0.32350515015423298 0.18460026162210852 0.49790675146505237 0.072246293416469598 15.287056710643808
leaf_count=34 4 24 21 140 24 26 9 24 7 49 43 11 20 37 44 17 155 12 4 337 32 123 1863 31 139 7 18 18 287 474
internal_value=-1.00932e-05 -0.000316381 -0.0417423 -0.018755 0.0294906 -0.0389719 0.0106951 0.0213773 0.0043023 -0.0466554 0.0440059 0.00334553 0.00026287 0.0362455 0.0170438 -0.000218553 -0.046559 -0.0708173 0.0169051 -0.0298535 9.22111e-05 -0.0355002 0.000349672 0.0209844 -0.0207923 0.00674116 -0.0328891 0.0570504 -0.0838059 -0.000153399
internal_weight=101.022 98.2123 1.35435 1.0496 0.544768 0.280639 2.80998 2.36876 1.91561 0.441213 0.876522 0.484284 96.8579 1.27878 0.967543 95.5791 0.636694 0.504833 0.235474 0.149666 94.9424 0.681844 94.2606 2.24337 1.0394 0.762616 0.43911 1.20397 0.40122 92.0172
internal_count=4034 3857 227 206 54 50 177 94 85 83 61 54 3630 105 81 3525 800 152 358 354 2725 143 2582 245 196 57 50 49 442 2337
is_linear=0
shrinkage=0.1


Tree=233
num_leaves=31
num_cat=0
split_feature=2 2 3 2 1 3 4 3 1 2 4 4 4 4 1 2 1 1 3 2 3 2 3 0 0 4 4 4 1 1
split_gain=0.0282621 0.207709 0.22024 0.229597 0.244111 0.170392 0.147478 0.192284 0.161884 0.143027 0.135879 0.271379 0.128611 0.128293 0.122303 0.132782 0.0815093 0.0779143 0.0759121 0.0740813 0.268739 0.0828072 0.286793 0.193881 0.137326 0.165513 0.0946676 0.0701801 0.0698615 0.0620923
threshold=-0.59260499999999994 -0.50001499999999999 0.098105000000000026 -0.58287999999999995 74.916574263050009 0.081515000000000018 39.952536079750011 0.097450000000000023 78.285212300550015 -0.24468499999999999 35.782584506850007 39.337369931850013 47.709122305950011 41.066313126200008 81.479100559500012 -0.085584999999999994 82.457699319000014 87.030766598900016 0.086520000000000027 -0.23401999999999998 -0.55648999999999993 -0.16276499999999997 0.076130000000000017 71.332859575200004 71.249517373150013 48.86568841230001 43.047778594550003 44.756878345700009 87.33187390945001 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=6 2 3 4 -2 -6 8 13 -1 10 -3 -12 -5 -8 19 16 -16 -17 -18 20 -11 22 23 24 25 -21 -24 -15 -19 -23
right_child=1 9 -4 12 5 -7 7 -9 -10 14 11 -13 -14 27 15 17 18 28 -20 21 -22 29 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.09374029752618343 0.1017207361033925 0.094646007935286505 -0.11880570060741363 -0.088114749442037149 0.061267896258531233 -0.10381478116642694 0.019220876780105797 0.053952051459275355 0.03421980253629836 0.087340682454650501 -0.037587488595461446 0.06997364934125691 0.067398364803951991 -0.075357609812816737 -0.10237370887772441 -0.1045059703733221 0.078175838191409636 0.097715412906024035 -0.10053566260809033 0.020033968851881731 -0.067767801225788279 -0.00092433462232803163 0.080908092366599169 -0.095068712767346769 0.056380637818433305 -0.10791018310323178 0.023709507279523621 0.0019838590857344219 -0.10074157621679852 0.0084427805078846913
leaf_weight=0.25730721606669194 0.24013649683911353 0.28527528239646815 0.28038945710432017 0.41330009350784169 0.10396625419434713 0.15685419745796025 0.83335206403899087 0.96627410968358152 0.16056210368358848 0.14330145301482844 0.4722797348504173 0.4660261082190118 0.061032496101688594 0.30030538236087523 0.045468975023823077 0.29889066598934633 0.14216057663543324 0.040725175051193219 0.028540630402062561 0.25327836272663207 0.50655479688339156 84.289177826400646 0.60320057545322903 0.25441510123357602 0.31316333636641502 0.16829130356200039 0.55612982205639128 0.19255127162318786 0.031425568857684993 7.7251967651119449
leaf_count=34 4 24 21 146 24 26 14 29 49 20 41 40 6 32 26 155 254 5 78 32 123 1954 20 139 7 18 29 19 282 383
internal_value=-9.25297e-06 -0.000288182 -0.0406978 -0.0182422 0.0289703 -0.0380108 0.0100637 0.0200228 -0.0445729 0.000236964 0.0342093 0.0158346 -0.0681048 -0.00469801 -0.000198759 -0.0456955 0.0166042 -0.0819915 0.0482959 8.30195e-05 -0.0335644 0.000315234 0.0197222 -0.019832 0.00622018 -0.0310415 0.05347 -0.0451415 0.0112766 -0.000137905
internal_weight=100.59 97.8792 1.25568 0.97529 0.500957 0.26082 2.71035 2.29248 0.417869 96.6235 1.22358 0.938306 0.474333 1.32621 95.3999 0.587212 0.21617 0.371041 0.170701 94.8127 0.649856 94.1629 2.14848 0.989148 0.734733 0.42157 1.15933 0.492857 0.0721507 92.0144
internal_count=4034 3857 227 206 54 50 177 94 83 3630 105 81 152 65 3525 800 358 442 332 2725 143 2582 245 196 57 50 49 51 287 2337
is_linear=0
shrinkage=0.1


Tree=234
num_leaves=31
num_cat=0
split_feature=0 3 3 0 1 2 2 3 3 4 0 1 0 3 2 0 3 4 0 2 1 1 0 0 1 2 3 3 0 0
split_gain=0.0293684 0.183071 0.169052 0.0553643 0.0482304 0.163306 0.278507 0.136949 0.22427 0.122921 0.0737568 0.199621 0.193634 0.11933 0.18566 0.438193 0.162456 0.396383 0.165676 0.113553 0.0862465 0.222976 0.102979 0.111893 0.318196 0.197778 0.102775 0.085492 0.0853115 0.073134
threshold=102.89804648475001 0.090735000000000024 0.089835000000000012 105.33378955095002 80.677940036650014 0.066710000000000019 -0.041369999999999997 0.096315000000000026 0.087795000000000026 38.969453495950006 97.878695155250014 76.279622535200005 97.096353839300008 0.11278000000000003 -0.091919999999999988 101.10215645365001 0.088350000000000026 39.952536079750011 99.744485097750015 1.0000000180025095e-35 75.634392583900009 75.408562100950022 96.959242474650011 96.682331287150021 72.187789260650007 0.070580000000000018 0.089305000000000023 0.08766000000000003 96.531777631850005 94.773526014550015
decision_type=2 2 2 2 2 2 2 2 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 10 6 7 8 9 -6 11 20 27 14 16 -16 17 -12 -18 -15 21 22 23 24 28 -26 -24 -13 29 -1
right_child=1 -3 -4 -5 5 -7 -8 -9 -10 -11 13 12 -14 19 15 -17 18 -19 -20 -21 -22 -23 26 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00034788178926574052 -0.010001878329185665 -0.10262250740275287 0.085391529436942351 -0.10041353498305113 0.08250432652902967 -0.0066084230570814268 0.091294978992987413 -0.018528448445750866 0.093750781651192994 -0.10565874958919562 -0.077233107680972482 -0.1023684579799133 0.079746644556747542 0.054783272579333964 -0.09459281319669216 -0.0028263431407476031 -0.046629810445740931 0.084999425078972263 0.013040528917879386 -0.0070646436673219015 -0.030995967566876344 0.042511765720505648 -0.03508142904870986 0.013350504681157319 -0.10818685069799097 -0.014570624976111455 0.00033381635753496801 0.080862085969257452 -0.034276745869214996 0.013497116105627871
leaf_weight=70.828915488336861 0.67478445446590629 0.20087811762925867 0.19521423086553114 0.075286657605360574 0.049917728989384846 2.4212357781780156 0.56622992114125636 0.79758019029395655 0.34415929764509201 0.11401909878622973 0.20977111974207252 0.097999042525770075 0.55853690809453838 0.47764187446591655 0.87324467243524795 1.2876279275224076 0.90781588456593432 0.53396370419045525 0.95460570257273503 0.784307184163481 0.8880220637875017 1.2352212109835807 1.6658731278439511 6.1820194439496836 0.43494361990087682 0.46902465630455481 1.6126865268452091 0.034403646954160649 0.71633977070450683 4.0325673227052894
leaf_count=2103 126 217 20 597 3 61 16 16 8 66 24 89 14 33 89 49 33 60 24 23 14 18 27 40 74 8 26 7 6 143
internal_value=-1.06001e-05 -0.0159261 0.00249737 -0.0190767 0.000173514 0.0105405 0.032722 0.0073208 0.0478975 -0.0483643 -0.000296042 0.000430987 0.053972 -0.0109991 -0.0182376 -0.0399107 -0.000267592 0.0392416 -0.0160451 0.0163445 1.09183e-05 0.000326765 -0.000279546 0.000409829 -0.000636165 -0.059614 -0.0176611 -0.0547577 6.9255e-05 0.000397907
internal_weight=100.225 1.14616 0.945285 0.750071 99.0787 4.29314 1.87191 1.30568 0.508096 0.163937 94.7855 88.7566 0.69094 6.02898 4.76703 2.16087 2.60616 0.743735 1.86242 1.26195 88.0656 87.1776 85.9424 82.6638 76.4818 0.903968 3.27856 0.132403 75.5778 74.8615
internal_count=4034 960 743 723 3074 170 109 93 77 69 2904 2569 110 335 279 138 141 84 57 56 2459 2445 2427 2374 2334 82 53 96 2252 2246
is_linear=0
shrinkage=0.1


Tree=235
num_leaves=31
num_cat=0
split_feature=3 3 2 1 4 2 1 1 3 0 3 2 1 3 0 3 3 1 1 1 1 4 4 4 1 3 0 2 0 4
split_gain=0.0289321 0.323832 0.131547 0.186863 0.186377 0.726717 0.203654 0.171315 0.120426 0.258819 0.105127 0.0975091 0.0622448 0.06057 0.518046 0.183102 0.0718598 0.190098 0.457587 0.273375 0.334296 0.317184 0.230854 0.244269 0.22319 0.188967 0.562157 0.626205 0.562327 0.392059
threshold=0.11531000000000002 0.11278000000000003 0.010890000000000002 61.966271448700006 40.206947806850003 -0.11572 62.272755675600003 67.649671936450019 0.11002000000000002 86.756543869550015 0.10932000000000001 -0.011675 65.29995953045001 0.10507500000000002 86.329079026800017 0.10661000000000002 0.091645000000000018 62.132955852800002 62.181348099150007 63.705703859100005 67.192634054300015 39.792680591700012 36.364346611650006 34.654301448200009 69.999384342500022 0.088145000000000015 87.278104746850019 -0.082334999999999992 91.066142252700018 39.051326806600009
decision_type=2 2 2 2 2 2 2 2 2 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 -2 5 -5 -6 -4 10 -10 13 -11 -7 16 -15 -16 25 -18 -19 -20 21 -21 23 -22 -24 -1 27 -27 -28 -30
right_child=2 -3 7 4 6 12 -8 -9 9 11 -12 -13 -14 14 15 -17 17 18 19 20 22 -23 24 -25 -26 26 28 -29 29 -31
leaf_value=0.0015973786065225752 0.011377391005787246 0.056188976698205099 0.056602422371549235 0.055968564854672304 -0.030496986166174234 -0.076505684482673877 0.0099320625296847667 -0.0098819644934977635 0.0024011533007056471 -0.034093827752330018 0.033056154632420537 -0.10606388315577764 -0.131724327738832 -0.086148783943526416 -0.025113613819763399 0.028435516647130774 0.01344501757130688 -0.085433683309649108 0.048318541993648934 -0.0042273338525351698 0.0030065311097074946 -0.08481886980266462 0.055208963421107586 -0.11044749778379666 0.0028810854478924556 -0.021332271278354447 0.058200484289148369 -0.11386791212326181 -0.084552029492005853 -0.00066304748264187357
leaf_weight=42.695405298393013 2.9186762390891072 1.0350810236334371 0.74432295094447798 0.4036116563061114 2.5422373281035107 0.36228091642260529 2.443565812520319 0.80863896047958406 1.3587299985520069 0.37030856459023209 0.98096973760402661 0.38291346686401062 0.46766848757806656 0.75343701313977307 1.0430180499738528 1.64659890958751 13.28740071090033 0.64552459912374516 1.1089899712242175 1.0600104111654207 0.41052152541408204 0.90553583107975999 0.89663338847458263 0.35290881895252824 8.9630599243678244 3.4081231239451881 1.5310886204242704 0.93109738344673854 0.63069610484012617 4.7749232644425774
leaf_count=2475 36 37 24 25 33 5 38 29 10 25 13 18 36 30 29 37 177 16 32 23 42 22 23 36 315 75 23 46 68 236
internal_value=-8.42449e-06 0.000580932 -0.00492421 -0.00949704 -0.0192932 -0.0540957 -0.0106825 0.0219835 -7.2122e-05 -0.0236634 0.000507049 -0.0706811 -0.107621 0.000131604 -0.0128606 0.00766947 0.000679788 0.00482722 -0.00315623 0.000721227 -0.00347182 -0.0413562 0.00353774 -0.0494395 0.00763974 -0.00144349 -0.0129575 -0.0411883 0.00470215 -0.0104507
internal_weight=99.864 89.173 10.691 9.13804 6.21936 1.23356 4.9858 1.55296 88.1379 2.11195 86.0259 0.753222 0.829949 85.045 3.44305 2.68962 81.6019 27.6306 14.3432 13.6977 12.5887 1.96555 10.6231 0.76343 9.85969 53.9713 11.2759 4.33922 6.93671 5.40562
internal_count=4034 3808 226 173 137 66 71 53 3771 53 3718 43 41 3705 96 66 3609 686 509 493 461 45 416 78 338 2923 448 121 327 304
is_linear=0
shrinkage=0.1


Tree=236
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 3 0 0 3 0 0 0 1 2 2 1 0 3 2 2 4 1 2 1 3 3 3 0 4 1
split_gain=0.0276016 0.457106 0.286488 0.253958 0.216524 0.707776 0.411534 0.273709 0.26291 0.182822 0.502964 0.34304 0.375343 0.336442 0.25668 0.209553 0.328163 0.416611 0.204629 0.160465 0.160314 0.812057 0.636665 0.257405 0.242733 0.175659 0.233266 0.31086 0.213321 0.205055
threshold=69.999384342500022 70.077349628250019 93.399723909900004 69.238550691600025 91.066142252700018 0.085820000000000021 90.407470010750018 90.633300493650012 -1.0000000180025095e-35 93.805681087600007 93.953546284800012 94.625660817400004 70.123053416500014 -0.055334999999999995 -0.16048499999999999 71.015621515800021 96.039789794050009 0.076615000000000016 -0.048954999999999992 -0.095204999999999998 38.625745710700009 63.353515844050008 -0.14259499999999997 62.55235532115001 0.089675000000000019 0.12201500000000003 0.085665000000000033 85.861287312150012 37.627645350900004 65.611820673600008
decision_type=2 2 2 2 2 2 2 2 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 8 20 -8 -6 13 -11 12 -12 -3 -14 18 17 -17 19 -13 25 23 -23 -22 -24 26 28 -28 -1 -29
right_child=1 9 3 -5 5 -7 7 -9 -10 10 11 15 14 -15 -16 16 -18 -19 -20 -21 21 22 24 -25 -26 -27 27 29 -30 -31
leaf_value=-0.042704567342761582 -0.092062033163560139 -0.11487061195818503 -0.0026780831835915165 0.063517718580333851 -0.023020902370237885 -0.068738277392274671 0.079179869829862082 0.007390358887972669 0.05976093769295926 0.075835476566994492 0.0040934465190531092 0.034505386149364041 0.019363349715595238 0.057335322054534593 -0.11352560906994241 0.020822667418893478 0.00032455666957450482 -0.10246339626106307 0.067509066350522201 -0.025167684888443828 -0.00078537122613278349 0.015178742726649805 -0.056210070492846403 0.041071702615779832 -0.13693275122190268 -0.039642217811499625 -0.00064183710712822288 0.079034664394679877 0.060269211075230714 0.024251964346565281
leaf_weight=0.92006281944861601 0.55888203112408419 0.35354678935846096 1.0102863562387931 1.3594028061870629 0.67703314069149201 1.7477407786500405 1.0981027754023664 1.0285271760076282 0.885349659394705 0.8538973694085169 0.83544678334146982 1.0276580336212646 0.17980205053390819 0.16706249436083709 0.75855958456850203 0.44992566264045553 24.918243065578764 0.70137876576700364 0.85866141860606404 0.80256416377960715 48.86805267300133 0.73165935890210709 0.70809967764762294 1.514732291252584 0.78600044511085798 0.54661298543214787 1.9761382488723027 1.3554517375305297 0.2574775964312721 1.3777584079653022
leaf_count=158 14 38 27 41 25 67 28 26 25 24 9 23 15 47 118 31 1607 180 15 40 1112 90 50 36 33 9 63 39 25 19
internal_value=-1.42097e-05 -0.0024064 0.00114758 0.035296 -0.000107422 -0.0250182 0.00124062 0.0444595 0.0238888 -0.000835983 0.000138917 -0.00197809 -0.0446579 -0.0596101 -0.0880624 0.000654377 -0.00208709 -0.0542836 0.0272338 0.00833836 -0.00031608 -0.0021383 -0.0612491 0.00047304 -0.0986758 0.0145847 0.0196198 0.0295737 -0.0201886 0.0514198
internal_weight=99.3141 32.4656 66.8485 2.36969 64.4788 3.31012 61.1687 2.12663 1.56238 31.9067 31.3861 30.5322 1.77381 0.520609 0.938362 28.7584 26.0695 1.1513 2.68888 1.83022 59.042 52.6085 2.22576 50.3828 1.4941 6.4335 5.88689 4.70935 1.17754 2.73321
internal_count=4034 2161 1873 68 1805 117 1688 54 50 2147 2062 2038 142 85 133 1896 1818 211 78 63 1634 1321 173 1148 83 313 304 121 183 58
is_linear=0
shrinkage=0.1


Tree=237
num_leaves=31
num_cat=0
split_feature=3 3 0 3 3 3 1 4 3 3 2 4 2 1 0 1 1 3 2 4 4 1 2 0 0 0 1 0 4 4
split_gain=0.0293219 0.325831 0.455049 0.213337 0.200431 0.313623 0.669227 0.18443 0.248258 0.19884 0.183074 0.159064 0.188059 0.157006 0.23364 0.121226 0.118728 0.116437 0.325914 0.115861 0.170107 0.782081 0.238076 0.369222 0.155792 0.816943 0.337866 0.276129 0.213055 0.362153
threshold=0.09013000000000003 0.089415000000000022 89.493394246350007 0.090735000000000024 0.089305000000000023 0.08833000000000002 62.020040611300011 43.752965619700007 0.091290000000000024 0.09551500000000003 -0.078504999999999991 43.047778594550003 -0.028049999999999999 62.030794443850006 88.17067284620002 70.077349628250019 62.181348099150007 0.088655000000000025 0.061925000000000015 42.824128352900011 42.047301293400004 62.084563606450011 -0.067109999999999989 88.872360418250011 89.953120586650016 93.692765846100016 62.020040611300011 94.047642319350018 40.664404858950007 41.147265497500008
decision_type=2 2 2 2 2 2 2 2 2 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 5 -1 -7 8 15 -9 -4 19 -13 -8 -15 -5 -2 -16 -19 20 24 -22 23 -23 26 -26 28 -27 -10 -30
right_child=3 2 10 7 -6 6 13 9 11 -11 -12 12 -14 14 17 -17 -18 18 -20 -21 21 22 -24 -25 25 27 -28 -29 29 -31
leaf_value=0.0011294653003707379 0.010853518707210833 -0.11597690649231887 -0.039103958286411285 -0.078845265437093165 0.043711911465378381 -0.13088130386600916 0.025353023084737799 0.086827818274424207 0.0086602367743869313 -0.010312750258718714 0.043979104265567989 -0.059026388063481254 0.0094696948442913771 -0.11324580122445738 0.016819870801886818 -0.016293747148112686 0.05967201041286932 -0.10865423625251867 0.012697997318027156 0.030911013069815363 -0.10713386192561113 -0.085903426092684032 0.026265752939883043 0.0075367572539541171 -0.056555717331354817 0.052727051789815363 0.021404241831270626 0.00097343449523453894 -0.059796727430705111 -0.0024413240431449294
leaf_weight=42.880724205949534 1.0653504601032175 0.58710380046977562 0.69364550518730528 0.56302101563232898 1.0170179022534274 0.55578548117773552 0.84276754409074817 0.50253736544800531 7.5001853048688663 0.36287459234654307 0.42940034493403789 0.94159339661564445 0.69794239105976774 0.26682477074791666 0.74848396026118258 0.68895208957565046 0.93575301521309473 0.37121181329712272 0.54806605738122016 1.3308357682976737 0.79909985879203205 0.63324163388460886 1.9386641082783171 1.2730035614467849 2.5381372967676716 1.1455032766098145 10.583871641527365 10.307386988156962 1.4675712133757768 4.4060785789624788
leaf_count=2500 13 43 20 17 14 13 5 33 97 34 33 39 13 13 79 35 29 50 3 31 50 19 34 35 67 28 152 461 16 58
internal_value=-1.62416e-05 -0.00175352 -0.0446336 0.00169514 -0.000200905 -0.00116728 -0.0307149 0.000352685 -0.000492914 0.046096 -0.00733687 0.000714204 -0.0298679 -0.0106703 -0.0263631 -0.0444236 0.0336819 -0.0124628 -0.036305 0.00185574 0.000947894 -0.0171174 0.00159098 -0.0235034 0.00315865 -0.00522575 0.00805505 0.00614976 -0.00250932 -0.016772
internal_weight=98.6226 48.941 1.71015 49.6816 47.2309 46.2139 3.33314 47.6805 46.8151 0.865412 1.12305 45.5631 1.63954 2.77735 1.93459 1.25197 2.0011 1.66776 0.919278 43.9236 42.5927 4.64401 3.84491 1.90625 37.9487 13.991 23.9577 11.4529 13.3738 5.87365
internal_count=4034 2773 96 1261 2677 2663 163 1219 1152 67 53 1100 52 150 145 52 42 132 53 1048 1017 138 88 54 879 556 323 489 171 74
is_linear=0
shrinkage=0.1


Tree=238
num_leaves=31
num_cat=0
split_feature=1 1 0 3 0 0 0 1 2 2 1 0 4 4 4 4 1 0 1 4 3 1 3 0 1 1 0 2 0 3
split_gain=0.0301184 0.380591 0.250039 0.233621 0.173152 0.423962 0.296087 0.332748 0.285605 0.23633 0.166761 0.28386 0.391455 0.230406 0.189251 0.668131 0.163178 0.154111 0.117034 0.112326 0.187296 0.145653 0.113975 0.18339 0.167121 0.282888 0.111139 0.601105 0.621986 0.589981
threshold=69.999384342500022 70.077349628250019 93.399723909900004 0.088655000000000025 93.805681087600007 93.953546284800012 94.625660817400004 70.123053416500014 -0.055334999999999995 -0.16048499999999999 71.015621515800021 96.039789794050009 36.728658719300007 48.96897326980001 41.360869295700006 41.741384785950011 70.389210771400016 92.501778894350011 71.504920895500007 36.728658719300007 0.094375000000000028 78.468027453400012 0.10065000000000003 98.674478761850011 75.951630643300021 80.677940036650014 90.297243227400017 -0.122095 90.767723400200012 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=2 -2 17 -4 8 -6 7 -7 -3 -9 14 12 -12 -14 -8 -16 -17 26 -13 20 -20 -22 -21 -24 -25 -26 -1 -28 -29 -30
right_child=1 4 3 -5 5 6 10 9 -10 -11 11 18 13 -15 15 16 -18 -19 19 22 21 -23 23 24 25 -27 27 28 29 -31
leaf_value=-0.00041914556336959886 -0.087437377986587489 -0.11344311121621176 0.076440169831481164 0.0098685735751252376 0.071779038539256254 0.0027381106054079132 0.044427294518807926 0.016468029328961607 0.050620548407754477 -0.11239961294324974 0.064534862133777279 -0.053350093234287882 -0.10259771709594778 0.055004250657983381 0.11234302210982282 -0.0063119455378097605 -0.11025280269632383 -0.032965524691132599 -0.10589186756667522 0.0046106791641915262 0.047880995515531516 -0.10242753441746166 -0.06754131433028232 0.054933117251527698 -0.090219072152960683 0.0030377530835842951 -0.055835853037011267 0.080109935433243032 0.054409303385964829 -0.055309370685436066
leaf_weight=57.74149841450253 0.5194541378878047 0.32832646585211478 0.81933539567762581 1.4782126071513628 0.79702110402286308 0.82671244442463165 1.6803150423802464 0.17922346475097584 0.15677031053110368 0.69091760019182402 0.22706142978859378 0.403563640236828 0.7512676881178777 0.10582923078618478 0.2957395315170287 0.24786098778713495 0.38665633489290485 1.3847868482553156 0.2587887256417386 20.901085982361881 0.241629668904352 0.087929685284848347 0.56603626631840542 0.39784839071944622 0.40890664559992718 1.5904500979878546 0.92923327389507893 1.6280054657254361 0.92921285412739951 1.0370676452730547
leaf_count=1624 14 38 32 36 24 9 22 15 47 118 10 28 191 10 1 10 45 31 192 1146 20 68 33 15 52 53 39 38 24 49
internal_value=-2.27167e-05 -0.00253749 0.00119942 0.0336089 -0.00113877 -0.000212425 -0.00210938 -0.042693 -0.0604221 -0.0858567 0.000302606 -0.00212186 -0.05221 -0.083138 0.0243938 -0.0117926 -0.0696505 2.95496e-05 6.28376e-05 0.000944357 -0.0422209 0.0077772 0.00200855 -0.0163455 -0.00425693 -0.016035 0.000763367 0.0158578 0.0343928 -0.00345919
internal_weight=97.9967 32.0494 65.9474 2.29755 31.5299 31.0448 30.2478 1.69685 0.485097 0.870141 28.551 25.9404 1.08416 0.857097 2.61057 0.930257 0.634517 63.6498 24.8562 24.4527 0.588348 0.329559 23.8643 2.96324 2.39721 1.99936 62.265 4.52352 3.59429 1.96628
internal_count=4034 2161 1873 68 2147 2062 2038 142 85 133 1896 1818 211 201 78 56 55 1805 1607 1579 280 88 1299 153 120 105 1774 150 111 73
is_linear=0
shrinkage=0.1


Tree=239
num_leaves=31
num_cat=0
split_feature=3 3 3 4 3 2 3 3 4 3 3 2 4 2 2 2 2 4 4 4 4 0 3 4 3 0 2 0 2 3
split_gain=0.029909 0.175993 0.162424 0.308401 0.158926 0.496631 0.133345 0.298827 0.213623 0.226553 0.187468 0.140577 0.186198 0.2134 0.136564 1.12036 0.353888 0.208065 0.157779 0.187614 0.401088 0.313118 0.299889 0.435692 0.190996 0.423367 0.173247 0.147956 0.169965 0.297554
threshold=0.091645000000000018 0.092260000000000023 0.09117500000000002 40.003678352300007 0.092835000000000015 -0.099639999999999992 0.094725000000000018 0.096515000000000031 39.749124837650008 0.095750000000000016 0.096995000000000012 -0.59168499999999991 43.047778594550003 -0.028049999999999999 -0.037054999999999998 -0.053159999999999992 -0.06483499999999999 42.558389508100007 41.685324604100011 41.092444989200011 40.583589072600013 89.705782438650019 0.098545000000000021 35.419594101850009 0.12201500000000003 85.812895065800021 -0.091179999999999997 85.995710218650018 -0.011675 0.12201500000000003
decision_type=2 2 2 2 2 2 2 2 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 -3 -6 8 -8 -10 -9 -12 14 -14 15 16 17 18 19 20 21 24 -23 -24 25 -13 -20 -16 -29 -30
right_child=1 4 3 -5 6 -7 7 10 9 -11 11 12 13 -15 27 -17 -18 -19 26 -21 -22 22 23 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00068322095770547233 0.022249479875167698 0.017213860430758714 -0.0059845978579882719 -0.10683376629733601 0.014195936806200848 -0.10003113499752794 0.010672764019794089 0.049403215093889563 -0.022151046759055021 -0.10863196169200251 0.03517424742898774 -0.0078712025472816981 -0.066684780862675472 0.0071040866661978 -0.023051325246532833 -0.11126199851072208 0.043047670283766208 0.037604562429963559 -0.0049594116974187316 0.014775703565504887 -0.064981238988712012 0.014257647837885336 -0.0025710048214820438 -0.11135055828735632 -0.010625476377365056 0.069881823772700385 -0.081287011200810333 0.030403404032623146 -0.010538040421697516 0.047351496659198328
leaf_weight=51.221913287547466 3.8735441104381598 0.8571040005363102 1.094886677642761 0.41937506142858172 6.5370560995413589 0.62452791034411237 0.54020183035697655 0.77454332884281285 0.61222951204763354 0.59958357937284745 1.0701592875630002 1.5326922186541287 0.91014032813109225 0.68836639311791603 1.2278061723300222 0.94137160821537946 1.7775208964594629 1.1022161745672736 0.60700460259977262 3.662097319145686 1.2356441028287006 0.81977799455012279 0.68404033488741312 0.7974451164122911 2.421987515874207 1.2894593961536882 0.58297751983627566 3.682287522009573 4.0127251695319037 1.1401973293213812
leaf_count=2843 61 15 39 41 135 43 29 39 27 27 51 25 33 24 35 24 41 24 23 41 26 18 27 103 21 21 21 37 106 34
internal_value=-2.53391e-05 0.00188064 -0.00163743 -0.0339148 -5.64461e-05 -0.0322065 0.00115719 -0.00144839 -0.0416264 -0.0649403 0.000825228 -0.000421239 -0.00172956 -0.034909 0.000197867 -0.00515122 0.000897987 -0.00418652 -0.00756526 -0.00423842 -0.0121682 -0.00351945 -0.034271 -0.0611242 0.00997511 0.0276547 -0.0423526 0.00947582 0.013996 0.00227129
internal_weight=97.3409 44.6047 52.7362 1.51426 40.7312 1.48163 39.2495 32.7125 1.75201 1.21181 30.9605 30.1859 29.1158 1.59851 27.5173 17.4542 16.5129 14.7353 13.6331 12.4431 8.78105 7.5454 2.30126 1.48149 5.24414 2.82215 1.18998 10.063 8.83521 5.15292
internal_count=4034 1111 2923 80 1050 58 992 857 83 54 774 735 684 57 627 415 391 350 326 282 241 215 148 130 67 46 44 212 177 140
is_linear=0
shrinkage=0.1


Tree=240
num_leaves=31
num_cat=0
split_feature=2 4 2 1 2 3 2 1 1 2 4 4 4 0 2 3 2 3 0 2 2 0 4 4 0 3 1 2 1 2
split_gain=0.0311831 0.185146 0.0860673 0.218052 0.171688 0.205641 0.211591 0.230427 0.145202 0.112611 0.113948 0.227361 0.109185 0.0739712 0.0623128 0.234696 0.068012 0.238067 0.225303 0.173563 0.280244 0.16845 0.142783 0.144647 0.115392 0.0909456 0.0792359 0.213929 0.15941 0.230213
threshold=-0.63113999999999992 41.035283712600005 -0.59260499999999994 78.285212300550015 -0.50001499999999999 0.098105000000000026 -0.58287999999999995 74.916574263050009 75.634392583900009 -0.24468499999999999 35.782584506850007 39.337369931850013 47.709122305950011 94.985914206850012 -0.23401999999999998 -0.55648999999999993 -0.16276499999999997 0.076130000000000017 94.75470680765001 -0.15076499999999998 -0.14831999999999998 71.332859575200004 43.218894539100006 44.262924377150007 71.249517373150013 0.43162500000000009 58.167480110400007 -0.013805 61.622148808000013 -0.016334999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 5 6 7 -4 -9 10 -6 -12 -8 -2 15 -11 17 21 -19 22 -21 24 25 -24 -16 -18 27 -22 29 -28
right_child=2 -3 4 -5 9 -7 12 8 -10 14 11 -13 -14 -15 16 -17 19 18 -20 20 26 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0098861125530398386 0.032287111492797942 -0.077142073389191101 0.10152036383404378 0.094274970632213559 0.092629961586974521 -0.11828023576623602 -0.085066740202466656 0.058600875366030827 -0.10345680810630085 0.085630552547256891 -0.035341180779496432 0.065997795701943501 0.063227202239995395 -0.020768561426336429 -0.029228986442337557 -0.064637462422311137 -0.11033682669839945 0.079352341460081799 -0.022207861860714627 0.081713393335957452 0.073995556685905045 -0.092559945360247226 0.10366083662938151 -0.1013842443271922 0.052250647196259631 -0.028666278403738355 -0.071059147090873964 -0.060482926412508721 -8.5360132202162841e-05 0.034422148853340606
leaf_weight=0.81199812350223399 0.46740028512431198 0.34974297891039896 0.2315618006978184 0.34134227854451626 0.24121845751687832 0.25251784969168511 0.38307958970253142 0.091275441460311413 0.14023016038345304 0.13283587894329685 0.4447711373495622 0.44081829122114868 0.057042806700337678 0.60027264560631011 0.40529415439959793 0.47776442217468584 0.30269733980776337 0.7680142762037574 0.30525186870727339 0.41863840263249485 0.42234600961091928 0.23126422452196493 0.1030222550034523 0.051653727754370493 0.30431918054819107 0.24810774624347687 0.70802995374106104 0.16431800356076465 86.565598589621516 0.2923388194576535
leaf_count=49 23 15 4 60 24 21 146 7 43 20 41 40 6 30 50 124 79 33 40 30 49 144 1 195 7 4 41 128 2550 30
internal_value=-2.90157e-05 -0.0163138 0.000168893 0.0247011 -0.000198115 -0.0385039 -0.0161997 0.0309875 -0.0395625 0.000277765 0.0316987 0.0151021 -0.0658469 0.00245787 -0.000107489 -0.0319467 0.000105469 0.0182775 0.0504672 -0.000304504 8.90055e-05 -0.0184416 -0.0497086 0.0351865 0.00571373 -0.0735487 -0.00029863 0.0363296 -0.000544028 -0.0402342
internal_weight=96.7548 1.16174 95.593 1.40902 94.184 1.15571 0.90319 0.463067 0.231506 93.0283 1.12681 0.885589 0.440122 1.06767 91.9015 0.6106 91.2909 2.01414 1.07327 89.2768 88.5713 0.940878 0.705481 0.154676 0.709613 0.550805 88.1526 0.586664 87.566 1.00037
internal_count=4034 64 3970 113 3857 227 206 54 50 3630 105 81 152 53 3525 144 3381 274 73 3107 2828 201 279 196 57 83 2798 177 2621 71
is_linear=0
shrinkage=0.1


Tree=241
num_leaves=31
num_cat=0
split_feature=3 3 2 1 4 2 1 3 2 3 2 3 2 3 4 2 3 2 3 0 2 4 3 4 4 2 1 2 3 3
split_gain=0.0285441 0.292629 0.0834643 0.196661 0.245921 0.724243 0.203572 0.180312 0.0961493 0.0747631 0.222997 0.0721334 0.383918 0.25251 0.100399 0.0819449 0.23329 0.220591 0.338559 0.172858 0.106496 0.104896 0.144961 0.158574 0.109585 0.291947 0.0994566 0.135705 0.0991763 0.279967
threshold=0.11531000000000002 0.11278000000000003 -0.010319999999999999 61.966271448700006 40.206947806850003 -0.11572 62.272755675600003 0.12201500000000003 0.20949500000000004 0.11002000000000002 -0.090495000000000006 0.10661000000000002 -0.073609999999999995 0.10507500000000002 40.280372415600006 -0.30094499999999996 0.10065000000000003 -0.58287999999999995 0.096010000000000026 99.994511703900017 -0.24468499999999999 41.066313126200008 0.088655000000000025 39.792680591700012 41.571132012400007 -0.60611000000000004 81.479100559500012 -0.085584999999999994 0.09013000000000003 0.089415000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -2 5 -5 -6 -4 -9 11 -11 13 -13 15 -15 16 17 18 21 -19 -17 22 23 -1 -23 -26 28 -28 29 -22
right_child=2 -3 7 4 6 -7 -8 8 -10 10 -12 12 -14 14 -16 20 -18 19 -20 -21 26 24 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.042553439592191794 0.014773651262561791 0.055492646691853165 -0.022598658309806841 0.047966945265483528 -0.029628175407085362 -0.12365263023008816 0.011244574222465121 0.066098222301450543 0.0090493191015412078 0.023375690999886976 -0.044884088786473486 -0.017912497487192355 0.056963411219147678 -0.015463889012423782 -0.069846217508559849 0.043233999916820143 -0.10911536220642336 -0.075509813316179009 0.091627502854729481 0.046772594485305664 -0.00013823439289715488 -0.11587518613568909 -0.015791980847440254 0.10271368096363781 0.086135641839970384 -0.10486443296965953 0.025657675357553079 -0.082901922439477846 0.0059435384266305893 -0.042891954296302229
leaf_weight=0.10731593804925521 2.400511004147118 0.95935059881048701 0.82343341432897377 0.38202072023750588 2.4870552580978256 0.69007846732461053 2.3891845579728397 0.60733955802061224 0.5752433383531752 0.77104010655602939 1.2618340170585032 1.4980916159198616 1.2613577017546038 0.67328161951991095 0.68473626099148532 0.59988671688552031 0.24374610149789067 0.63242340360557037 0.40387320808986249 0.14145844724083645 45.10462750769409 0.16426219429195033 0.92376982585301448 0.25066570193894222 0.15043303082006787 0.17099001442238659 0.18052735871668801 0.31795779698359083 27.926333349454126 1.5854853740056558
leaf_count=56 34 37 19 25 31 38 38 28 13 18 35 31 37 23 18 57 19 134 15 50 1757 13 29 23 19 33 336 413 590 65
internal_value=-2.50319e-05 0.000572114 -0.00498526 -0.00938607 -0.019136 -0.0624995 -0.00960198 0.0133305 0.0383479 -4.73514e-05 -0.0189941 0.000416583 0.0163136 -0.000129968 -0.0428844 0.000605882 -0.015097 -0.00731598 0.00902259 -0.0531577 0.00126725 -0.00985329 0.00514295 0.0591654 -0.0494292 -0.0154722 0.000932095 -0.0435869 0.00122951 -0.00159005
internal_weight=96.3683 86.0134 10.3549 8.34885 5.94834 1.0721 4.87624 2.00602 1.18258 85.0541 2.03287 83.0212 2.75945 80.2618 1.35802 78.9038 3.18894 2.94519 2.17131 0.773882 75.7148 1.76744 1.28175 0.357982 0.485685 0.321423 75.1149 0.498485 74.6164 46.6901
internal_count=4034 3808 226 166 132 63 69 60 41 3771 53 3718 68 3650 41 3609 391 372 188 184 3218 173 108 79 65 52 3161 749 2412 1822
is_linear=0
shrinkage=0.1


Tree=242
num_leaves=31
num_cat=0
split_feature=2 4 2 2 4 4 2 2 1 2 1 2 4 1 1 1 0 2 0 1 0 3 3 0 0 3 0 0 4 0
split_gain=0.028265 0.187922 0.0418095 0.129701 0.149804 0.136571 0.105181 0.115774 0.123154 0.297092 0.10643 0.0727706 0.315488 0.0818634 0.0494376 0.212804 0.126414 0.133942 0.278486 0.142452 0.126912 0.111425 0.16551 0.265707 0.260597 0.324142 0.10386 0.0914991 0.462637 0.0857232
threshold=0.27538000000000007 39.051326806600009 0.20167500000000002 0.22598000000000004 40.137820134150012 35.509685375550013 0.17076500000000003 0.12427500000000002 76.599549052750021 0.13747000000000004 61.93938686740001 0.086310000000000026 37.999598532650005 59.094998165400007 80.677940036650014 83.740093847200015 97.878695155250014 -0.075639999999999999 101.86567856270001 75.634392583900009 97.521130223850008 0.11922500000000003 0.089850000000000027 99.642323688800005 98.674478761850011 0.087475000000000011 101.36293689230001 96.959242474650011 38.625745710700009 101.55650587770002
decision_type=2 2 2 2 2 2 2 2 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 -5 7 11 9 -9 -8 14 -13 -14 16 26 20 21 19 -19 27 22 24 -24 -18 29 -16 -1 -29 -26
right_child=1 -3 3 4 -6 -7 10 8 -10 -11 -12 12 13 -15 15 -17 17 18 -20 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.00064290736672515563 0.0034718567136718601 -0.10474601306060796 0.051000448453165072 -0.0065736391480587623 -0.034326620228841746 0.061785405631842517 0.0035657758750345827 0.084637754613119093 0.095641688835894426 -0.054650666255917413 -0.051184898936734849 0.045025622452807675 0.016391780122943227 -0.10743963548995172 0.05179079688784001 -0.10285407877186764 0.086942480733156843 -0.0036310914220901431 0.0020634283658340765 -0.10850477161690897 0.02367679092014097 0.052425400034601215 -0.1090225743505072 -0.010543205997890241 -0.10983049654892484 0.02502089940043313 0.008132409526153456 0.027802481909359179 -0.048296558649127679 -0.015943777985450821
leaf_weight=75.248765727253044 0.8882045521186217 0.19584740261916522 0.65894466321424205 0.70069901338592877 0.78041064417993755 0.50138126165256836 0.63574664667248615 0.29567573231179167 0.25110797829347575 0.31763017107004998 0.80412390878336737 0.30746731761428137 0.062937698530731723 0.35177337800496389 0.68747456437267818 0.15456625518999079 0.35317473952454825 0.16769483077223302 0.74554257714771666 0.56894673569331644 2.3169893222875535 0.30699048026872322 0.36714988161838835 1.0795988872705491 0.30052581842346604 0.89582451141541242 2.6273705813364359 1.3748884559900028 1.9068693477529448 0.14377587941464753
leaf_count=2209 89 63 30 20 40 32 8 14 32 32 40 11 9 102 23 639 11 22 28 64 42 22 30 53 54 23 175 10 39 68
internal_value=-2.31978e-05 -0.016079 0.000160182 0.012565 -0.00021032 0.0219386 -0.000194922 0.000230161 0.0366526 0.0125005 -0.0270108 -0.000119785 -0.0317357 -0.0886466 0.00013605 0.0118389 -0.000337294 -0.0158846 -0.0410232 -0.0846305 0.000610618 -0.00507536 -0.010697 -0.0355349 0.0105244 -0.00961469 0.0171868 -6.99337e-05 -0.016415 -0.0794488
internal_weight=95.9981 1.08405 94.914 2.64144 1.98249 1.20208 92.2726 90.8327 0.864414 0.613306 1.43987 89.9683 0.722178 0.414711 89.2461 3.46941 85.7767 4.92922 1.48218 0.736642 80.8475 3.44704 3.14005 1.44675 1.6933 1.34013 3.31485 78.5305 3.28176 0.444302
internal_count=4034 152 3882 122 92 52 3760 3712 78 46 48 3634 122 111 3512 837 2675 375 114 86 2300 261 239 83 156 145 198 2258 49 122
is_linear=0
shrinkage=0.1


Tree=243
num_leaves=31
num_cat=0
split_feature=0 0 0 3 3 2 0 3 4 4 0 3 3 2 2 3 0 2 2 3 1 4 3 3 3 3 1 0 3 1
split_gain=0.0280008 0.30683 0.170022 0.126302 0.0899713 0.471755 0.135791 0.119986 0.102985 0.313577 0.299214 0.21567 0.261964 0.147302 0.258391 0.151195 0.126741 0.138106 0.207166 0.111868 0.110999 0.0825142 0.0728289 0.233405 0.148075 0.195146 0.0726043 0.379293 0.983778 0.211062
threshold=85.995710218650018 85.925810307250018 86.054856297550018 0.41214500000000009 0.10507500000000002 -0.088224999999999984 85.732241321850012 0.10433500000000002 41.942745071500006 42.434124620650003 85.812895065800021 0.087555000000000022 0.080770000000000022 -0.12546499999999997 -0.085584999999999994 0.093160000000000034 85.791387400750025 -0.073609999999999995 -0.013805 0.088435000000000027 61.982402197500001 43.487767439550005 -1.0000000180025095e-35 -0.15572 -0.25095999999999996 -0.55648999999999993 62.052302108850007 86.382848189450016 0.087555000000000022 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 3 -2 4 7 -6 -7 8 13 -10 11 12 22 15 -15 20 17 -16 -19 -13 -1 -21 23 24 25 -11 29 28 -28 -4
right_child=2 -3 26 -5 5 6 -8 -9 9 10 -12 19 -14 14 16 -17 -18 18 -20 21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0022995542935972434 0.034437466019716118 -0.049004250849551165 -0.004441431691933252 0.035794097415637674 0.0056342422605760445 -0.03863907668357168 -0.11656280672531541 0.059977334666829835 -0.10653202072402997 0.025585205223582055 -0.104202546837688 0.098499103167363281 -0.10340210168625319 0.041822081129633898 -0.0092779651452423086 -0.11107213386396038 -0.018531337061643262 0.063512514174322923 -0.0037759610744564822 -0.013101088022314229 -0.10547464463315022 0.070287235655528649 0.047651751183933166 -0.10442506872669331 0.059136362999864182 -0.10576476005760008 0.047848312831141493 -1.5366028269420115e-05 -0.1050541467234349 0.019436118413800219
leaf_weight=0.74099787780733073 1.473828829708508 1.373582578729837 8.1547185485251159 0.93936192535329688 2.5635715213611552 0.43513869786329529 0.46007773652672768 0.34783986210823137 0.33615544333406555 0.30592579559743172 0.26931264996528614 0.29603606415912498 0.27167224878212426 1.9792633068573193 1.6262471786685635 0.18625805724877864 2.2575334273278713 0.94010450879432006 0.89138743358944206 0.29267583778710105 0.10971149741124009 0.19958403810619529 0.29938057260005679 0.20416438348274835 0.401042029097881 0.17946223031822228 0.679734424687921 59.506113219343554 1.1046009217388926 6.7796655506826928
leaf_count=151 15 31 88 13 41 29 14 5 57 26 18 5 113 36 15 11 16 27 86 37 84 13 21 106 24 51 25 2751 27 98
internal_value=-2.52402e-05 -0.00359013 0.000796327 0.000182953 -0.00196228 -0.0161899 -0.0786863 0.00209305 0.000384846 -0.0154166 -0.00415288 0.00684519 -0.0135906 0.00591424 0.0106824 -0.0294666 -0.000101626 0.011931 0.0307632 0.0499218 -0.0115995 0.0207082 0.00396316 -0.00802986 0.0141721 -0.0229787 0.000145866 -0.00137759 -0.0468067 0.0063981
internal_weight=95.6051 17.9065 77.6987 16.5329 15.5935 3.45879 0.895216 12.1348 11.7869 3.05541 2.71926 2.44994 1.66165 8.7315 7.69454 1.03697 5.71527 3.45774 1.83149 0.788296 0.850709 0.49226 1.38998 1.09059 0.88643 0.485388 76.2248 61.2904 1.78434 14.9344
internal_count=4034 1030 3004 999 986 84 43 902 897 471 414 396 341 426 180 246 144 128 113 55 235 50 228 207 101 77 2989 2803 52 186
is_linear=0
shrinkage=0.1


Tree=244
num_leaves=31
num_cat=0
split_feature=3 3 0 0 0 4 0 3 4 3 4 4 3 0 4 0 2 0 2 3 2 4 0 1 1 3 3 0 0 0
split_gain=0.025304 0.202777 0.586256 0.815879 0.404375 0.250725 0.259715 0.161272 0.16679 0.202175 0.378446 0.178498 0.158981 0.120518 0.1198 0.397716 0.611667 0.297064 0.378528 0.21676 0.19675 0.152693 0.125932 0.160331 0.397004 0.228799 0.209441 0.137439 0.471459 0.268612
threshold=0.09013000000000003 0.088145000000000015 87.278104746850019 86.20003303655001 88.17067284620002 42.047301293400004 97.521130223850008 0.090735000000000024 43.752965619700007 0.091645000000000018 40.003678352300007 39.420767558750008 0.09551500000000003 100.52682641375002 41.243661560350013 90.767723400200012 -0.078504999999999991 88.17067284620002 -0.10946499999999999 0.09914000000000002 -0.16276499999999997 41.066313126200008 97.39208423365001 80.468240302450013 75.166600869200025 0.096010000000000026 0.11531000000000002 93.805681087600007 89.953120586650016 87.278104746850019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6 -7 -2 9 10 11 -9 -10 -8 21 17 19 18 -16 20 -17 22 27 24 -24 -25 -26 28 29 -11
right_child=7 2 4 -5 5 6 13 8 12 14 -12 -13 -14 -15 15 16 -18 -19 -20 -21 -22 -23 23 25 26 -27 -28 -29 -30 -31
leaf_value=0.00086958940791171269 0.030084001259922239 0.0019967813444811832 0.10932955949156914 -0.12199926410812093 0.0057573270460976149 -0.11145257827497768 0.10177902135747359 -0.048760992599837294 0.085024226174408524 0.0038224730874025746 -0.10711977780901023 0.017847438081033742 -0.0071011252188076983 -0.045533074219940059 -0.067039859432479171 0.011058804714500168 -0.13149139847864139 0.038625291266434998 -1.8993866734548091e-05 0.019767898259918999 -0.10618619892432489 0.034065587352666842 -0.0001369943290293967 0.083550519429316739 -0.10848301548314442 -0.0053485077855647788 -0.0033280248404060006 0.022859693003051795 -0.039507667354197994 0.043763381332100004
leaf_weight=41.51009854303544 1.9085406930657871 1.0421571195693098 0.33231693506240834 1.0811687291134147 3.1496964802745429 0.40299902658443887 0.10385875776410103 0.65161043201919655 0.44854312257302709 12.698592606120668 0.49307002067234851 1.0516313579864798 0.32164699429273469 0.11936217051004405 0.91915573101141212 0.24109571741610136 0.60349891849091264 1.7614592798054207 10.132439513102327 0.87418212223201408 0.35223499087646826 1.7012392384931434 1.8792911351192736 0.35092537185528305 0.68709377329832921 1.6541890257645944 0.26149560147314332 4.119943013865849 2.3082792294735546 1.9411953659728158
leaf_count=2475 42 65 2 19 103 19 2 31 33 162 43 23 34 88 32 15 54 23 177 33 38 39 23 39 73 116 34 97 56 44
internal_value=-3.08756e-05 -0.00165553 -0.018476 -0.0611403 0.00357485 -0.00573258 -0.0635233 0.00160682 0.000411082 -0.000384224 -0.0299692 -0.007635 0.0465508 0.0230073 0.00114516 -0.00608611 -0.0467455 0.000485782 -0.00559309 -0.0118946 -0.0585445 0.00504451 0.00313834 -0.0114201 -0.026757 0.0102102 -0.0794952 0.00647803 0.00249578 0.00911853
internal_weight=95.103 47.7417 6.23156 2.12333 4.10823 3.77592 0.62622 47.3614 45.4528 44.6826 2.19631 1.70324 0.77019 0.223221 42.4863 14.8841 2.07101 12.8131 11.0516 1.46751 0.593331 27.6022 25.901 4.83299 2.82788 2.00511 0.948589 21.068 16.9481 14.6398
internal_count=4034 2773 298 84 214 212 109 1261 1219 1152 97 54 67 90 1055 372 140 232 209 86 53 683 644 285 130 155 107 359 262 206
is_linear=0
shrinkage=0.1


Tree=245
num_leaves=31
num_cat=0
split_feature=3 3 1 4 4 0 1 1 3 3 1 2 3 2 3 1 2 3 2 3 0 2 4 4 1 1 4 2 0 3
split_gain=0.0259819 0.167946 0.293131 0.308564 0.0880682 0.2409 0.122699 0.21882 0.109034 0.0564662 0.183926 0.284297 0.0625162 0.332399 0.183988 0.0779381 0.067498 0.206007 0.193758 0.29846 0.133353 0.0951601 0.0947738 0.094149 0.115463 0.136971 0.0909419 0.240953 0.0858778 0.0833274
threshold=0.11660000000000002 0.11278000000000003 62.079186690200011 38.539340721750001 41.32819714970001 87.638358136350021 65.29995953045001 65.687097501250022 0.12535000000000004 0.11002000000000002 61.977025281250008 -0.090495000000000006 0.10661000000000002 -0.073609999999999995 0.10507500000000002 62.116825104000007 -0.30094499999999996 0.10065000000000003 -0.58287999999999995 0.096010000000000026 99.994511703900017 -0.24468499999999999 40.984321400500008 41.066313126200008 75.634392583900009 78.285212300550015 41.571132012400007 -0.60611000000000004 101.18549865570002 0.10335500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 -4 6 -6 -2 -8 -9 12 -11 -12 14 -14 16 -16 17 18 19 23 -20 22 -18 24 -1 -26 -25 -28 -27 -23
right_child=4 2 3 -5 5 -7 7 8 -10 10 11 -13 13 -15 15 -17 21 -19 20 -21 -22 29 -24 26 25 28 27 -29 -30 -31
leaf_value=0.022288352882177662 0.013219252374269776 0.090534066542242692 0.059251439438847975 -0.056420613228316145 -0.050814395278526284 0.00067575169217620821 -0.092684490388504306 0.032424980406599441 -0.026888691636701923 0.026449767964373663 0.0091003728487537676 -0.082759897079262679 -0.015788048704682769 0.054997685952691125 -0.060636170109509051 -0.011841186594289389 0.010628867924223869 -0.10858762016732236 -0.072082575086299602 0.090310916533790767 0.039649198617269676 8.9176560360298569e-05 0.094456709176714143 -0.11366817224017922 -0.10867998657149343 0.09720919941630328 0.082830287589590601 -0.10397478787602164 -0.068921005636221638 0.018665237338327739
leaf_weight=0.92113602639801795 3.7964409088017401 0.56514186598360427 0.44350561101964558 0.48043236419744062 1.3405248688359277 2.8202632410047954 0.32769062742590893 0.5507685069171655 0.70872569725588619 0.66412824827057138 0.65928009119670616 0.68902362196376965 1.5098864229166795 1.1832760989855149 0.6849614968523372 0.62696421646387535 0.36800101764447291 0.21527359814535874 0.5846332269229596 0.36814745666106308 0.13069913628054053 71.356151023901191 0.21289173016702989 0.1464327010216947 0.16857819312281208 0.075176045997068286 0.130188716829025 0.14702936216508533 0.053090695881905958 2.4993793949161036
leaf_count=21 51 10 18 24 36 37 4 27 56 6 16 31 31 37 12 29 28 19 134 15 50 3115 29 13 10 3 19 33 74 46
internal_value=-4.00121e-05 0.00051621 0.0338039 -0.000896102 -0.00498679 -0.0159134 0.00345793 -0.0198905 -0.000951214 -7.81704e-05 -0.0166256 -0.037843 0.000331017 0.0153126 -0.000181735 -0.0373172 0.000447899 -0.0144125 -0.00697302 0.00893505 -0.0516679 0.00103491 0.041351 -0.00931405 0.00480982 -0.0494276 -0.0499197 -0.0162463 0.0284465 0.000717818
internal_weight=94.4278 84.8834 1.48908 0.923938 9.54441 4.16079 5.38363 1.58718 1.25949 83.3943 2.01243 1.3483 81.3819 2.69316 78.6887 1.31193 77.3768 2.94039 2.72511 2.00978 0.715332 74.4364 0.580893 1.64163 1.21798 0.296845 0.423651 0.277218 0.128267 73.8555
internal_count=4034 3823 52 42 211 73 138 87 83 3771 53 47 3718 68 3650 41 3609 391 372 188 184 3218 57 173 108 87 65 52 77 3161
is_linear=0
shrinkage=0.1


Tree=246
num_leaves=31
num_cat=0
split_feature=2 2 4 3 2 2 4 2 1 2 3 3 3 4 4 4 4 3 4 4 4 0 1 1 3 4 2 1 4 1
split_gain=0.028795 0.170609 0.346166 0.219645 0.124411 0.291456 0.876687 0.312831 0.236303 0.290211 0.16638 0.251658 0.102758 0.377077 0.774711 0.513063 0.32092 0.304121 0.215717 0.328787 0.260693 0.225126 0.198027 0.196161 0.248913 0.143435 0.236308 0.138596 0.123517 0.120919
threshold=-0.091919999999999988 -0.08854999999999999 41.50623664750001 0.085910000000000028 -0.085584999999999994 -0.081354999999999997 41.806790701050012 -0.083424999999999985 61.993156030000002 -0.08262499999999999 0.096515000000000031 0.088435000000000027 0.093905000000000016 36.79544512155001 40.241071441700008 40.467253020850002 37.627645350900004 0.096010000000000026 42.047301293400004 43.487767439550005 41.385032804600009 86.756543869550015 65.907551067950024 65.907551067950024 0.10184000000000003 34.41230404325001 -0.11347 65.020359884900017 35.509685375550013 62.391047833300007
decision_type=2 2 2 2 2 2 2 2 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 10 6 -6 -8 -9 -10 11 -3 16 23 17 -16 25 -15 20 22 21 -17 -20 -14 -25 26 -1 28 -27 -18
right_child=1 4 3 -5 5 -7 7 8 9 -11 -12 -13 13 14 15 18 29 -19 19 -21 -22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-0.10363815929360465 0.00037484061881154214 0.025334078344391844 -0.02919468385564767 -0.11597426859598142 -0.11220910040482779 0.00073913698590708215 0.043643570566910116 0.022959986677292352 -0.017424677695970805 -0.11202265672445255 0.041457770101224201 -0.03157378029408054 0.078669506906014749 -0.0011608492989057064 0.089999756850291504 -0.056963080817463513 0.0021480945408844138 -0.10200898115251598 -0.11150385243322432 0.031312891591648732 0.036630713198940956 0.0051708333742733342 -0.011866220770379991 0.072571465095099028 -0.027550127228140927 -0.10980494237125843 0.098136532162562934 -0.10668446360443798 0.052197154613316248 0.017889425420736241
leaf_weight=0.099286071459744107 2.211967728365607 1.9118606402080325 0.67823073262024969 0.51172892423346639 0.9317517860922625 51.650329143321358 1.0197644172130824 0.76259957044385407 1.1184225871184028 0.45674152820333747 1.6242573777562936 1.3092182758591659 0.66090212843846341 0.39614310701290367 0.58221151542238647 0.89657805993920225 11.061940307224178 1.2197524976284055 0.59414783326792509 0.39684838563334779 1.438858443918434 1.6679944153765971 0.30028295111037551 0.39318441856426012 0.67389544307457072 0.074367861994687701 0.13972602272634205 0.45613991277787136 0.12818646243249532 8.7320083195493208
leaf_count=133 32 47 26 31 61 1749 29 12 25 61 25 28 28 18 15 14 338 78 31 28 38 46 29 21 31 8 10 82 53 907
internal_value=-3.49721e-05 -0.00122915 -0.0230219 -0.0665133 -9.47819e-06 -0.00134095 -0.0263888 -0.00257276 -0.022733 -0.0448547 0.0153625 0.00220369 0.00252752 -0.00625247 -0.0159638 0.000897043 0.00644014 -0.0772857 -0.00890078 -0.0444416 0.00256267 -0.0165513 -0.078053 0.0358574 0.00934144 -0.0520389 0.0143189 -0.0761173 -0.00728195 0.00909231
internal_weight=94.0993 64.1869 3.40193 1.18996 60.7849 55.9396 4.28928 3.35753 2.33776 1.57516 4.84534 3.22108 29.9125 9.2208 7.49282 5.87692 20.6917 1.6159 5.29471 1.29128 4.00343 2.56457 0.894431 1.72798 1.06708 0.897706 0.239012 0.658694 0.202554 19.7939
internal_count=4034 2126 89 57 2037 1937 188 127 98 86 100 75 1908 377 297 201 1531 96 186 88 98 60 60 80 52 286 143 143 61 1245
is_linear=0
shrinkage=0.1


Tree=247
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 0 0 1 2 2 1 0 3 2 1 2 0 1 0 2 4 1 4 2 3 3 4 1 2 1
split_gain=0.0312639 0.313658 0.213679 0.204213 0.148667 0.365648 0.262838 0.298511 0.252502 0.182965 0.148572 0.249098 0.3665 0.163284 0.134316 0.129319 0.429865 0.116707 0.48348 0.404861 0.41495 0.298282 0.248946 0.608297 0.207082 0.130123 0.128686 0.279383 0.58554 0.204815
threshold=69.999384342500022 70.077349628250019 93.399723909900004 69.238550691600025 93.805681087600007 93.953546284800012 94.625660817400004 70.123053416500014 -0.055334999999999995 -0.16048499999999999 71.015621515800021 96.039789794050009 0.076615000000000016 -0.048954999999999992 71.504920895500007 -0.095204999999999998 94.75470680765001 67.074341896550024 90.407470010750018 -0.053159999999999992 41.872294782850005 65.611820673600008 40.137820134150012 -0.102645 0.10249000000000003 0.082745000000000027 38.400997490450003 63.353515844050008 -0.097799999999999984 62.55235532115001
decision_type=2 2 2 2 2 2 2 2 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 -4 8 -6 7 -7 -3 -9 13 12 -12 15 -13 -8 -17 18 21 -20 -21 26 25 -24 -23 -19 -1 29 -29 -28
right_child=1 4 3 -5 5 6 10 9 -10 -11 11 14 -14 -15 -16 16 -18 22 19 20 -22 24 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.017611412260812656 -0.083480994172401998 -0.11175035325892962 -0.0029534002402495096 0.059335549753983821 0.069167828203066994 0.0010590054676851495 0.029674932639373836 0.0059993795177633114 0.047262003102977984 -0.11148334061726864 0.020412837330432778 -0.060949181727697213 -0.1020715989071691 0.061424435418658468 0.00066436797007184904 0.049261325167875646 -0.10675810420539689 0.038604569689438442 0.090548935090652968 -0.053856107564090205 0.067987112065530084 -0.068354370330561007 0.012123489335617991 -0.11767088576292956 -0.0019577858310261616 -0.017588481710547943 -0.00058096846044251122 0.026308577834573826 -0.10449735686582649 0.037672207712091732
leaf_weight=4.1571230587461008 0.47290579415858047 0.29842799512448437 0.93076484358243705 1.2113126865096999 0.73395426216302695 0.79632903821766621 0.96722691575996589 0.16931858532552724 0.15008592952108557 0.61065683054130204 0.41848794964062352 0.3592542958722359 0.58689568767795208 0.77531713338976516 23.370750910017584 0.36321122955996554 0.34370153714553453 0.74809121340513163 1.0865456378087404 0.58001236672862322 0.53948449622839689 1.0804453134915082 0.76638737903704168 0.68276124197291188 0.83103221654891957 0.91748576750978827 46.703249912428419 0.62719125359217287 0.75317423975957243 1.4429152454831626
leaf_count=277 14 38 27 41 24 9 23 15 47 118 31 28 180 15 1579 6 34 16 35 28 13 34 33 29 13 31 1115 85 60 36
internal_value=-4.2767e-05 -0.00267601 0.0012274 0.0322701 -0.00139984 -0.000530939 -0.00230958 -0.042009 -0.0585401 -0.08598 -7.62112e-06 -0.002334 -0.0510878 0.0234849 -0.000268414 0.00591452 -0.0265954 0.000135797 0.00115187 0.0470645 0.00486003 -0.000669966 -0.0187199 -0.0490287 -0.0394879 0.00765054 0.000712196 -0.000706278 -0.0450636 0.000565459
internal_weight=93.4745 30.4165 63.058 2.14208 29.9436 29.4951 28.7612 1.5763 0.448514 0.779975 27.1848 24.7354 1.00538 2.44946 23.73 1.67414 0.706913 60.9159 57.8012 2.20604 1.1195 55.5951 3.11473 1.44915 1.91148 1.66558 53.6837 49.5265 1.38037 48.1462
internal_count=4034 2161 1873 68 2147 2062 2038 142 85 133 1896 1818 211 78 1607 63 40 1805 1696 76 41 1620 109 62 47 47 1573 1296 145 1151
is_linear=0
shrinkage=0.1


Tree=248
num_leaves=31
num_cat=0
split_feature=0 0 0 3 4 4 4 0 0 1 2 1 0 4 2 0 2 3 3 3 4 3 3 3 2 1 1 1 2 4
split_gain=0.0330698 0.254776 0.140823 0.104915 0.0887213 0.372307 0.29456 0.263815 0.180278 0.14919 0.347292 0.159494 0.159063 0.261181 0.312225 0.121387 0.138873 0.109568 0.165509 0.167018 0.0955584 0.154947 0.233391 0.116352 0.0874129 0.0725856 0.0725108 0.236836 0.348958 0.325871
threshold=85.995710218650018 85.925810307250018 86.054856297550018 0.41214500000000009 40.377444152000002 40.467253020850002 39.011793722550003 85.812895065800021 85.812895065800021 61.950140699950005 -0.088224999999999984 58.167480110400007 85.667718326750006 41.385032804600009 -0.086719999999999992 81.87699236280001 -0.26894999999999997 0.087795000000000026 0.087555000000000022 -0.16320999999999999 41.319407281650008 1.0000000180025095e-35 -0.144095 -0.25095999999999996 0.15844000000000005 55.887667615750004 62.041548276350007 61.993156030000002 -0.087234999999999993 41.50623664750001
decision_type=2 2 2 2 2 2 2 2 2 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 15 9 10 20 24 17 -14 -15 16 -1 18 19 -11 -7 22 23 -22 -12 -18 27 28 -4 -29
right_child=2 -3 26 -5 5 8 -8 -9 -10 12 11 -13 13 14 -16 -17 25 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.086024850943907133 0.032007307855026548 -0.045484114178286628 -0.038272381332775086 0.032789756540795786 0.10184311750878589 -0.027772008258977611 -0.048713324014347886 0.10277740497943838 -0.027093167967665935 0.0068880602831293304 0.060850716572871638 -0.11282713654096505 -0.0076371244265828701 0.013351243664392951 0.086239789269259223 0.0048191224066698526 0.03918694009003363 -0.0838299195082024 0.10451543501785993 -0.10580965337151237 -0.022417245061159163 0.039083932382498444 -0.10576372521078346 0.053088982941762598 -0.10357285728492141 -0.10535846141755814 -0.0011702196381648969 0.067681090201477404 0.0090811732666325768 0.0088101185264001271
leaf_weight=0.055849082234090464 1.4239162188023318 1.3631338654085983 2.110582720488309 0.89658932713791806 0.36372596291039272 0.72573809778259368 1.5898555477651823 0.25331687182188023 2.1223532096482804 0.54873800834866393 0.10024133453225781 0.42241783255940391 1.4018227532505991 1.279433257179335 1.0869842420215716 2.0464072208778816 0.04016622283961746 0.20110912761492727 0.12500259280204773 0.17294863232018542 0.47042814718224446 1.1683334785775512 0.21871674551585141 0.36045847734203562 0.047727863886393607 0.25720569222437462 61.306453064505412 1.2910720612853754 5.924725893419228 3.4602446388453245
leaf_count=15 15 31 16 13 7 26 41 4 39 12 115 47 12 40 23 56 15 60 1 162 50 35 53 14 7 152 2819 33 72 49
internal_value=-4.67326e-05 -0.00398788 0.000857111 -0.000442729 -0.00242134 0.00238601 -0.0146767 0.00572071 -0.00107492 0.00555404 -0.0101129 -0.0815302 0.0169856 0.0265687 0.0468317 -0.00452508 -0.0586613 -0.0174787 -0.00171869 -0.0201194 0.00372536 0.0140317 -0.0138544 0.0103392 0.00781545 -0.0858346 0.000258469 0.00710842 -0.00335688 0.0248071
internal_weight=92.8357 17.3187 75.517 15.9556 15.059 10.8162 4.2428 2.65295 10.4525 8.3301 3.51406 0.570387 4.81604 3.76824 2.36642 2.39963 0.353221 1.0478 0.846689 0.721687 2.94367 2.21794 1.0496 0.830887 0.147969 0.297372 74.0931 12.7866 8.03531 4.75132
internal_count=4034 1030 3004 999 986 703 283 242 696 657 347 169 310 75 63 238 182 235 175 174 178 152 117 64 122 167 2989 170 88 82
is_linear=0
shrinkage=0.1


Tree=249
num_leaves=31
num_cat=0
split_feature=3 3 0 0 0 0 3 3 2 3 3 2 0 0 2 2 4 3 2 3 1 3 1 0 2 1 0 2 3 3
split_gain=0.0301888 0.180624 0.472502 0.736591 0.450102 0.210813 0.126529 0.122934 0.335148 0.127237 0.116939 0.410325 0.111274 0.5372 0.108576 0.312979 0.207431 0.26662 0.212944 0.235476 0.301711 0.215514 0.285794 0.275573 0.196061 0.387496 0.195299 0.188031 0.181562 0.19593
threshold=0.09013000000000003 0.08833000000000002 87.278104746850019 86.20003303655001 91.066142252700018 96.163458868000006 0.090735000000000024 0.091645000000000018 -0.054619999999999995 0.092260000000000023 0.092835000000000015 -0.099639999999999992 87.818484831100008 93.899777122150013 -0.092479999999999993 -0.08854999999999999 37.627645350900004 0.088075000000000028 -0.092710000000000001 0.086030000000000009 68.910558799650019 0.083365000000000022 67.300172379550006 89.953120586650016 -0.14138499999999998 63.705703859100005 94.985914206850012 -0.101395 0.076615000000000016 -0.10565499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 -3 -4 -6 -2 8 12 -9 11 -11 -8 -14 16 -16 -1 18 19 21 -21 22 23 -18 25 -23 -27 -26 29 -24
right_child=6 2 4 -5 5 -7 7 9 -10 10 -12 -13 13 -15 15 -17 17 -19 -20 20 -22 24 28 -25 27 26 -28 -29 -30 -31
leaf_value=-0.049132300599914754 0.027552092828418636 0.0017869922571079567 0.085779824292391893 -0.12006689575086604 -0.087772853795537148 -0.0029319468538104147 -0.025539462848834987 0.019700960421415264 -0.084955404336322343 0.016651454969507127 0.0012766628834742508 -0.096116327291801237 0.093870539408156123 -0.070616085607231108 -0.055562041800436737 -0.001026248451738653 0.0025286979876502969 0.056423882705618433 0.10244968672428201 -0.0032986826213475466 -0.083279629433630722 -0.081470620388634715 -0.10196137062759003 0.094957752469414791 0.081429434030310707 0.090944692639370509 0.0014256386671821328 0.020944520315584164 -0.088992128940285256 0.062691471315715869
leaf_weight=0.61554294333043813 1.8303141200276503 1.013551037191063 0.55508916825056109 0.97163524199277151 0.32911700312979553 2.6598602541068885 0.76333875967975495 3.675224771952343 0.61536017261914722 0.80079478940979243 36.631350872058931 0.54042679895155632 0.49164057814050466 0.33306153577109399 1.0963806299032537 26.191661094576773 4.7223617216195581 1.1430506375618268 0.22431394022715068 1.9350253667216741 0.62366035799402642 0.39563030232602647 0.11013884908561522 0.34621510002762068 1.019110395895382 0.38833079277537741 0.65438255623848818 1.0369157596724106 0.53862156491351243 0.21019691067743895
leaf_count=251 42 61 12 16 31 153 15 61 44 15 992 43 10 39 48 1110 266 13 5 21 64 10 112 18 24 57 15 22 372 92
internal_value=-3.68162e-05 -0.00182239 -0.0187947 -0.0578535 0.00308384 -0.0122738 0.00179172 0.000716503 -0.022303 0.00193436 0.000214798 -0.0287868 0.00197464 0.0274415 0.000452542 -0.00321739 0.00762448 0.0102418 0.00591664 0.00410924 -0.0227934 0.0114151 -0.00019708 0.00884217 0.0311131 0.002793 0.0347646 0.0509251 -0.0535363 0.00608001
internal_weight=92.4623 46.7808 5.52925 1.98519 3.54407 2.98898 45.6815 43.8512 2.2034 41.6478 37.9726 1.34122 1.58804 0.824702 41.2515 27.288 13.9635 13.348 12.2049 11.9806 2.55869 9.4219 5.92753 5.06858 3.49437 1.43834 1.04271 2.05603 0.858957 0.320336
internal_count=4034 2773 273 77 196 184 1261 1219 108 1111 1050 58 64 49 2500 1158 1342 1091 1078 1073 85 988 860 284 128 82 72 46 576 204
is_linear=0
shrinkage=0.1


Tree=250
num_leaves=31
num_cat=0
split_feature=0 0 0 3 4 4 4 0 0 1 2 1 4 4 0 2 0 2 4 4 1 4 3 3 3 2 1 4 4 3
split_gain=0.0317725 0.20393 0.118406 0.0879301 0.0723071 0.335706 0.24332 0.239088 0.142836 0.122939 0.306949 0.145815 0.138 0.385595 0.212961 0.132167 0.103525 0.127409 0.0958284 0.0934035 0.077444 0.0768941 0.12857 0.209969 0.0967947 0.0766641 0.0626537 0.196115 0.288615 0.249212
threshold=85.995710218650018 85.925810307250018 86.054856297550018 0.41214500000000009 40.377444152000002 40.467253020850002 39.011793722550003 85.812895065800021 85.812895065800021 61.950140699950005 -0.088224999999999984 58.167480110400007 41.385032804600009 41.646178195200001 85.705356740550016 -0.08786999999999999 81.87699236280001 -0.26894999999999997 42.686561923500008 44.756878345700009 55.855406118200008 41.319407281650008 1.0000000180025095e-35 -0.144095 -0.25095999999999996 0.15844000000000005 62.041548276350007 40.563919884450009 42.824128352900011 0.088220000000000021
decision_type=2 2 2 2 2 2 2 2 2 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 16 9 10 21 25 -11 -14 15 19 17 -1 -17 -15 -19 -7 23 24 -23 -12 27 -4 29 -29
right_child=2 -3 26 -5 5 8 -8 -9 -10 12 11 -13 13 14 -16 18 -18 20 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.084664371106799363 0.02965520707923365 -0.041069363578561426 0.028608133328444918 0.030035146353127026 0.10088567124335179 -0.024948538433114672 -0.044559209146194607 0.10251096573195613 -0.024344679183230029 -0.0052537195273430906 0.05686195561103289 -0.11162397498633442 0.10237591750689223 -0.10277684126314246 0.05107090469384773 -0.017108119141612217 0.0040442069420363637 0.055382588276112678 0.047713741644636605 0.036170630971983753 -0.10481951350820158 -0.020497360351928774 0.035760138163285729 -0.10522347703458895 0.048978927040086273 -0.10322804357923709 -0.0010262930816787872 0.018639727840280118 0.024357336319334816 -0.02517585472635623
leaf_weight=0.053294398992875802 1.4004633235745121 1.360696407558861 3.0898844050243559 0.87817353208083737 0.33166284807521051 0.72997559042414417 1.5839896488869269 0.22995762340724457 2.1356852343305937 1.9333401760595732 0.096897917424941027 0.38639898491237545 0.57587320580933044 0.22939660692645736 0.80909815538325336 0.75484222184240912 2.0455461347519304 0.034574197954499453 0.32679618120846499 0.061309740762226284 0.23716895962462559 0.46891960816446709 1.1346543669642413 0.19934469656800768 0.35035684233298525 0.043271574279060587 60.87267099625867 1.8176048984751085 3.1511149490252137 4.5418292232789099
leaf_count=15 15 31 37 13 7 26 41 4 39 72 115 47 6 64 32 29 56 7 52 55 160 50 35 53 14 7 2819 31 32 70
internal_value=-3.46053e-05 -0.00393854 0.000851324 -0.000706164 -0.00253612 0.00186933 -0.0136619 0.0051577 -0.00133891 0.00472655 -0.00972254 -0.0799296 0.0152301 0.0295928 0.0103789 -0.013612 -0.00428602 -0.0567103 0.00247656 -0.0734729 -0.0844368 0.00309939 0.0126078 -0.0131818 0.0092136 0.00744074 0.000302296 0.00672071 -0.000390304 -0.0126528
internal_weight=91.8648 16.9912 74.8736 15.6305 14.7524 10.5678 4.18453 2.60054 10.2362 8.10048 3.40982 0.526568 4.69066 2.75732 2.18144 1.37234 2.37058 0.325038 1.08164 0.290706 0.271743 2.88325 2.15328 1.01862 0.819276 0.140169 73.4731 12.6004 9.51055 6.35943
internal_count=4034 1030 3004 999 986 703 283 242 696 657 347 169 310 238 232 200 238 182 81 119 167 178 152 117 64 122 2989 170 133 101
is_linear=0
shrinkage=0.1


Tree=251
num_leaves=31
num_cat=0
split_feature=4 4 1 0 1 4 0 4 4 4 4 2 2 4 0 0 3 2 1 3 2 1 4 4 4 2 4 3 0 3
split_gain=0.032141 0.156128 0.412831 0.204607 0.203863 0.193848 0.664932 0.203942 0.201328 0.161748 0.152851 0.121413 0.455224 0.326659 0.219861 0.393761 0.310705 0.2718 0.198786 0.179355 0.447634 0.215473 0.158485 0.202504 0.218563 0.178788 0.159607 0.143177 0.258803 0.382454
threshold=42.310579034350006 41.827117825850003 61.987779113750001 86.420486603250012 72.289950669650025 41.685324604100011 86.565663342300013 41.535369675400013 41.481306584950012 41.571132012400007 41.942745071500006 -0.096529999999999991 -0.08854999999999999 42.388109226950007 86.20003303655001 85.764502819450016 0.087555000000000022 -0.083424999999999985 75.499969677400017 0.096885000000000013 -0.5775499999999999 72.378669787950017 43.680097826700013 44.056421082850001 44.421469061800003 -0.101395 47.927946529500012 0.087555000000000022 86.89903215050002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 7 -7 8 -1 -9 -6 19 18 -14 15 16 -15 -16 -13 21 -21 22 -2 25 -25 -24 -26 28 29 -19
right_child=11 2 3 4 10 6 -8 9 -10 -11 -12 12 13 14 17 -17 -18 27 -20 20 -22 -23 23 24 26 -27 -28 -29 -30 -31
leaf_value=0.00020613697391265689 0.033115999278095075 -0.053042406206202909 0.066321465398672563 0.007132826387465499 -0.018767836070712623 0.011927635940705212 -0.098969231677658878 0.070530435549282108 -0.041320760618845598 0.010980449649766105 0.074198898103621791 -0.097135830594618902 -0.081743522961348014 -0.078890187888703556 0.036836111650650503 -0.10594414623339994 0.059105197906201869 -0.0078642756891784023 0.0059206814630403289 0.055934984040275249 -0.11061492633601439 -0.10218303569556658 0.013168103897957665 0.098089822601665003 -0.059343277958725932 -0.10987955490632716 0.015392898061023771 -0.013742309583345921 -0.0036509760088336307 0.10408295859212874
leaf_weight=56.203282607703926 2.9612141980178448 0.81678512154940008 0.90946708648334595 5.0843417877331376 0.2229062128285475 1.464436238882626 0.85713882515483408 0.7007905304380978 1.1922348297666747 1.3063931441402017 0.85600887923283153 0.78101711337512714 0.5155505653237914 0.25856930437657755 2.021034606459577 0.53160403459332883 0.44219673686711758 0.59730349481105804 0.24616155567309761 0.2777159479810507 0.38521162312144941 0.15484752537594193 0.20149407760891336 0.26212162087176727 0.35842368895600873 0.2852585976943377 1.4093614896628421 5.8373182423020467 3.7608311152613965 0.62399000115692593
leaf_count=1979 93 53 36 67 19 26 36 15 31 80 70 73 23 130 31 39 46 3 22 13 39 336 38 13 194 9 93 172 202 53
internal_value=-2.68309e-05 0.00102452 0.0142709 0.0220445 0.0155108 -0.000668614 -0.0290161 0.000439262 -0.000656471 0.0317718 0.0549918 -0.00336704 -0.00809355 -0.00356298 -0.000698885 -0.0410451 0.00818753 0.00317336 -0.0724385 0.00835648 -0.0408433 0.0141469 0.0174353 -0.00101532 0.0128753 -0.0589433 0.000239917 -0.00311472 0.00933711 0.0493324
internal_weight=91.525 69.6138 7.88951 7.07272 6.16326 61.7243 2.32158 59.4027 57.3955 2.00718 1.07892 21.9112 15.6156 14.5884 14.0728 1.23237 0.700766 12.8405 1.02718 6.29565 0.662928 5.63272 5.47787 2.51666 2.02991 0.486753 1.76779 10.8194 4.98212 1.22129
internal_count=4034 2412 245 192 156 2167 62 2105 2010 95 89 1622 794 699 676 215 176 461 95 828 52 776 440 347 300 47 287 430 258 56
is_linear=0
shrinkage=0.1


Tree=252
num_leaves=31
num_cat=0
split_feature=3 3 0 0 0 1 4 2 4 0 4 4 1 4 4 2 2 3 2 3 1 1 2 1 3 1 1 1 0 0
split_gain=0.0321682 0.143694 0.411613 0.669877 0.391773 0.133586 0.119303 0.185993 0.147108 0.274952 0.246333 0.217798 0.196947 0.129439 0.242417 0.138447 0.22145 0.217017 0.12531 0.174132 0.126757 0.439572 0.321413 0.375718 0.389544 0.494042 0.120258 0.492148 0.434513 0.372942
threshold=0.09013000000000003 0.08833000000000002 87.278104746850019 86.20003303655001 91.066142252700018 71.787208999250012 35.050303764500008 -0.11347 37.445036092900004 93.399723909900004 36.242939472700009 37.828051409500013 69.999384342500022 38.748048509250005 38.478081868400004 -0.092479999999999993 -0.08854999999999999 0.088075000000000028 -0.092990000000000003 0.087245000000000031 62.181348099150007 62.132955852800002 -0.096529999999999991 71.658163008950012 0.083365000000000022 67.300172379550006 62.014663695050011 62.095317438950012 85.812895065800021 86.692020874450009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 -4 -6 7 -1 9 10 -8 -10 -11 14 -13 17 -17 18 19 20 21 -15 23 24 25 -22 -18 28 -28 -30
right_child=-2 2 4 -5 5 -7 8 -9 11 12 -12 13 -14 15 -16 16 26 -19 -20 -21 22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.10169373831729206 0.0018711790816903157 0.0014663246124005493 0.082603923840224761 -0.11797563562458957 -0.065530934055390747 -0.0027669008910442047 -0.019700344294149845 0.070009768665238017 0.06679836206172178 0.074916124350800875 -0.11038571333579675 -0.0051330063301966737 -0.01314682638472281 0.0076130457769751541 -0.085985754611091147 -0.047528505931354076 0.013325182580465771 0.053067468096307961 0.08006557504905365 -0.035098349495301294 0.073021808472575209 -0.090442354031428279 -0.11446461647428703 -0.0076693252393761485 0.089726093679589725 -0.08114051727358533 0.009760212266952473 0.0044666473724209411 -0.11628387223887514 -0.033435685050847076
leaf_weight=0.072933095036241014 45.131147370085102 0.99462764782947377 0.52610012469813261 0.88944132532924414 0.39054701352142762 2.5747420476188836 0.70934771715292233 0.46728915915070146 0.49878805517073388 0.32340488210320462 0.5184686347747629 1.5887828420272847 1.1826718951892869 5.4787128832726761 0.48373542173067097 1.0614901880162531 4.7361701482318663 1.080497980583458 0.22463666551629913 1.0029003085055581 0.45457650477327005 0.49880344950361166 0.16422732485081581 1.6385353171227164 1.3188461544486925 0.38304239618355496 1.2958732161496329 12.92317294578231 0.83061258308589492 1.5710382335819302
leaf_count=127 1261 61 12 16 38 146 38 79 47 8 52 65 85 247 23 43 218 10 13 53 41 6 13 462 78 118 16 597 20 41
internal_value=-2.44302e-05 -0.00188894 -0.0172512 -0.0549205 0.00307642 -0.0110333 0.000149623 0.0468288 -0.000481305 -0.0228707 -0.057994 0.00116261 0.00576322 0.000271423 -0.0240044 0.00172288 -0.00294781 0.0102742 0.00613261 0.00461446 0.00862261 -0.000569345 0.0225003 0.0284275 0.0558547 0.00252351 -0.000732036 -0.00473773 -0.0369078 -0.0620888
internal_weight=91.0152 45.884 5.37546 1.88407 3.49139 2.96529 40.5086 0.540222 39.9683 2.73389 1.22782 37.2344 1.50608 36.7357 2.07252 34.6631 22.4184 12.2448 11.1643 10.9396 9.93674 5.97752 3.95923 3.795 2.15647 0.837619 21.3569 16.6207 3.69752 2.40165
internal_count=4034 2773 273 77 196 184 2500 206 2294 183 90 2111 93 2064 88 1976 935 1041 1031 1018 965 253 712 699 237 159 892 674 77 61
is_linear=0
shrinkage=0.1


Tree=253
num_leaves=31
num_cat=0
split_feature=0 0 0 3 4 4 3 4 0 0 3 4 4 0 1 3 1 4 3 0 4 2 4 2 4 4 0 1 1 4
split_gain=0.0312693 0.156492 0.0951065 0.077627 0.0671052 0.523081 0.155361 0.107689 0.0922035 0.0956877 0.1465 0.145057 0.155524 0.180229 0.152978 0.260353 0.145043 0.0889393 0.0842762 0.153075 0.17084 0.0865544 0.0698427 0.0677938 0.0706701 0.0983903 0.0887746 0.0506695 0.178001 0.315781
threshold=85.995710218650018 85.925810307250018 86.054856297550018 0.13377000000000003 40.340071172300007 39.861052345600008 0.10507500000000002 40.467253020850002 85.812895065800021 85.667718326750006 0.10546000000000001 42.488347682450005 42.719328117250008 84.226704768850013 57.772276765200012 -0.26958499999999996 62.025417527550012 39.577821550850011 0.081280000000000019 85.121961326250016 39.458743938000005 -0.016334999999999999 35.782584506850007 -0.55354000000000003 48.226196960950006 48.96897326980001 67.04476885710001 62.041548276350007 61.993156030000002 41.50623664750001
decision_type=2 2 2 2 2 2 2 2 2 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 17 -6 9 11 16 14 -13 23 -9 -16 -11 18 19 20 22 -20 -1 -14 26 -26 -25 28 -4 -30
right_child=2 -3 27 -5 7 -7 -8 8 -10 10 -12 12 13 -15 15 -17 -18 -19 21 -21 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.045733107863441758 0.02727849581171032 -0.036597144855072899 -0.0028709498345247876 0.027311012181740885 0.036532471351714162 -0.13711339945966636 -0.064766739518219915 0.054814193595375475 -0.0201371522834559 0.0091178362875428062 -0.016918302616144153 0.084115872855149848 0.10158428492352717 -0.10145682259000884 -0.00057353593126067319 -0.09856577903285145 0.05287084764286798 0.057680488907492271 -0.025179863960816048 0.10210930996496542 0.10150458403232421 0.015980374341475954 -0.10216518646057471 0.075503239484477 0.045423907284418016 -0.018376294895760481 -0.10104250849022496 -0.00082732923925496601 0.066412158316422346 0.0062161177781490783
leaf_weight=0.041441922698484457 1.3376327020814631 1.348741533292922 7.8549488093703967 0.90709988877642977 0.79461936367078934 0.31806978720123869 0.36013397201895703 0.15857380703618984 2.1351930836681277 2.5666331269894731 1.3139424668624995 0.23303784259951488 0.074652889743444972 0.1674302170285954 0.53387151675269695 0.55092106648226025 1.0750129235966595 0.28727568493923161 1.3255101095892317 0.20590104581788182 0.088318988680839539 0.83131422443148029 0.13910788724933809 0.037375123310996239 0.47979324450716376 0.48713230073917657 0.11970564027387809 60.212654146839583 1.1836972218006847 3.3038055677898228
leaf_count=74 15 31 88 17 10 16 21 60 39 36 14 20 2 73 7 134 40 5 43 6 2 35 75 11 17 34 208 2819 33 49
internal_value=-2.43956e-05 -0.003949 0.000856248 -0.00105813 -0.00285455 -0.0146745 -0.00279764 0.00110867 -0.00172508 0.00331633 0.0117058 -0.0113099 0.00860956 -0.00427087 -0.0369288 -0.0503397 0.0220337 0.00484819 -0.000919204 0.0372233 -0.0124668 -0.00931529 -0.0682178 0.00930418 0.00317523 0.0132817 -0.059036 0.000369125 0.00620603 0.0220944
internal_weight=90.4735 16.5808 73.8927 15.2321 14.325 3.59707 3.279 10.7279 9.93328 7.79808 4.95559 2.84249 1.59913 1.36609 1.24337 1.08479 3.64165 2.91887 2.63159 0.47477 0.268869 2.15682 0.18055 1.19866 1.12401 0.966926 0.157081 72.5551 12.3425 4.4875
internal_count=4034 1030 3004 999 982 277 261 705 695 656 90 566 365 345 201 141 76 240 235 157 151 78 149 272 270 51 219 2989 170 82
is_linear=0
shrinkage=0.1


Tree=254
num_leaves=31
num_cat=0
split_feature=4 2 2 2 3 1 0 4 2 4 0 0 3 1 1 4 3 3 4 4 2 2 4 1 4 3 0 0 4 1
split_gain=0.0340903 0.0893233 0.598687 0.328089 0.2089 0.37996 0.207409 0.195014 0.164963 0.227754 0.165357 0.235211 0.188718 0.151178 0.332159 0.140537 0.130555 0.245948 0.12229 0.272934 0.198873 0.289042 0.180918 0.0929729 0.0846342 0.0844963 0.0719929 0.0714602 0.0626083 0.325563
threshold=42.558389508100007 -0.071864999999999998 -0.02903 -0.078649999999999984 0.09450500000000002 62.009286778800011 88.872360418250011 42.660927378600007 -0.096529999999999991 42.865207177650007 96.163458868000006 96.039789794050009 0.089505000000000015 62.111448187750007 62.132955852800002 43.157831852650006 0.084565000000000015 0.086520000000000027 43.272784938550004 43.426640904350009 -0.10290999999999999 -0.18231499999999998 47.927946529500012 64.02831883475001 48.96897326980001 0.090390000000000012 91.453280223500016 78.236820054150016 41.827117825850003 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=28 3 23 4 7 -6 -7 -2 10 -10 11 18 -12 27 -15 -16 -11 26 -9 -20 21 22 -21 -3 -24 -19 -18 -4 -1 -30
right_child=1 2 13 -5 5 6 -8 8 9 16 12 -13 -14 14 15 -17 17 25 19 20 -22 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0004273088746368445 -0.088770927306866088 -0.12653541420345971 0.030299260624325725 0.095264232113046798 0.09578816430392878 -0.057989218564873858 0.024948687720844836 0.034397468117037276 -0.078873269442256297 0.013454768536717477 -0.11023266771694128 0.10967012276853394 0.060920849307743365 0.093293136577069405 -0.046041322654225669 0.0031384644306674454 -0.11210921336048674 -0.031562390459873128 -0.12130021499948047 -0.083273505750041943 -0.078957401795359108 0.075363371183077218 0.035421642373513106 -0.036969260596278412 -0.02075279140582522 0.0087145069140305131 -0.042303168906005786 -0.1080327913736263 0.00252311777690469 0.061223962953613813
leaf_weight=61.137927142721566 0.29441984648928965 0.49106229528115353 0.046712603128979846 0.355535392913226 0.57274434424471188 0.43741475050046552 0.97056590186753056 1.169392516487276 0.55533141514843087 1.4577744120691134 0.22379729883192556 0.24312838912010182 0.090464833489932062 0.36702291294932354 0.72158313483032577 2.983589172600432 0.32540075226279475 0.88377540715646352 0.18635276328132055 0.26680000998498909 0.25052436272381018 0.57132252765040914 0.56430223971983628 0.15169840933049272 0.51114903634879738 1.2684383920277467 0.27060476425958768 0.18619553371354414 11.583985852507793 1.0287184914413945
leaf_count=2167 14 20 61 59 10 24 40 38 25 60 276 1 7 5 42 170 30 35 13 182 34 118 28 83 37 15 16 32 283 109
internal_value=-2.13298e-05 -0.00414254 -0.0153729 0.00070226 -0.00232285 0.0271169 -0.000817479 -0.00870763 -0.00604065 -0.0186828 0.00872264 0.0145425 -0.0609637 -0.0019321 0.00254948 -0.00643931 -0.0107357 -0.0235673 0.00797164 -0.0051757 0.00482391 0.0157925 -0.00956351 -0.105397 0.00872261 -0.00782462 -0.0804151 -0.0802886 0.000896063 0.00731088
internal_weight=90.1677 16.4171 4.94786 11.4692 11.1137 1.98072 1.40798 9.13298 8.83856 4.76133 4.07723 3.76297 0.314262 4.3051 4.0722 3.70517 4.20599 2.74822 3.51984 2.35045 2.1641 1.91357 1.34225 0.642761 1.07545 2.15221 0.596006 0.232908 73.7506 12.6127
internal_count=4034 1475 413 1062 1003 74 64 929 915 181 734 451 283 310 217 212 156 96 450 412 399 365 247 103 65 50 46 93 2559 392
is_linear=0
shrinkage=0.1


Tree=255
num_leaves=31
num_cat=0
split_feature=4 0 0 2 0 2 1 4 4 4 1 4 4 0 4 3 4 3 2 1 1 0 3 2 4 3 0 3 3 3
split_gain=0.0330051 0.129735 0.268634 0.266125 0.268571 0.20589 0.31729 0.234585 0.155753 0.122199 0.181286 0.19774 0.146893 0.469928 0.168771 0.274815 0.149992 0.12335 0.121612 0.213625 0.127266 0.116834 0.104656 0.107927 0.221833 0.431185 0.0963344 0.0896396 0.220331 0.301793
threshold=42.141702038450013 86.643628628100018 86.83719761350001 -0.071864999999999998 85.683849075550015 -0.081354999999999997 62.084563606450011 43.426640904350009 43.572676689450006 41.827117825850003 72.289950669650025 41.965809985500009 41.685324604100011 86.565663342300013 41.535369675400013 0.082535000000000011 41.481306584950012 0.096010000000000026 -0.097294999999999993 62.036171360100006 62.009286778800011 87.350693116400024 0.097970000000000015 -0.097799999999999984 42.047301293400004 0.082205000000000014 85.667718326750006 0.08729000000000002 0.07907500000000002 0.049900000000000007
decision_type=2 2 2 2 2 2 2 2 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 5 26 6 18 -8 -9 12 22 -12 14 -14 16 -16 27 -17 19 -2 -20 -4 23 -11 25 -25 -5 28 29 -1
right_child=1 2 21 4 -6 -7 7 8 -10 10 11 -13 13 -15 15 17 -18 -19 20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00080893460805222346 -5.612819014283163e-05 0.040321133924543381 -0.037829666025854011 -0.04013541445304495 -0.10545682419241685 0.069457144278307251 -0.11822660167149482 0.089677357179770878 -0.053061336044635365 0.018043353136262413 -0.0080593297127872585 0.092593190182369653 0.0097767655868570627 -0.083591764686164305 -0.048214825168682543 0.075648264672586271 -0.03549908344130101 0.019855701049912119 0.0052556067697698342 0.081131927658940298 -0.047657216235819429 -0.00057435228002669203 0.030447338294546617 0.011269466005639777 0.011402003304328348 -0.11179395960270816 0.099819799262503547 0.0031624588113293387 -0.016564145202547544 0.057580925082964141
leaf_weight=8.4316127355725428 2.06625775980865 1.5964301098138083 0.9009178620763113 0.098118863791344491 0.57129185704980046 0.32387960655614723 0.45035538059892122 0.10913979395991191 0.2551907506713178 1.9813927230134134 0.30306114808035989 0.548339830704208 1.4403530316749305 0.86144893723394478 0.36925157135828968 0.78761049764580071 1.1925270614228782 0.79751452337950468 0.90049193297454644 0.38438229929306533 0.91791326878592372 12.821211361652983 1.5154351082601349 0.60939414107633616 1.605709599003603 0.5343730690292432 0.098609026812482625 37.288015764735405 8.9900944630041959 0.98901566967231325
leaf_count=513 150 58 23 133 44 11 35 6 73 21 33 26 26 36 48 34 31 13 37 20 47 1050 25 14 19 39 3 1025 340 101
internal_value=-1.91151e-05 -0.00343635 0.00149652 -0.0156722 -0.0707554 -0.00784903 -0.0127741 -0.0699624 -0.0103022 0.00105716 0.0134773 0.0567653 -0.000384515 -0.0251664 0.000584851 0.0294791 -0.000407747 0.0475777 -0.00186057 0.0126782 -0.0214543 -0.00302033 0.00757698 0.000250935 -0.0125711 -0.0462263 0.0300165 0.00034357 -0.00536565 0.00532107
internal_weight=89.7393 21.4942 15.3186 6.17563 0.76802 5.40761 5.08373 0.814686 0.364331 68.2451 7.09771 0.851401 61.1474 2.3018 58.8456 1.95438 56.8913 1.58513 4.26905 2.45064 1.81841 13.7221 6.2463 4.73087 2.74948 1.14377 0.196728 55.6987 18.4107 9.42063
internal_count=4034 1690 1131 559 180 379 368 114 79 2344 177 59 2167 62 2105 95 2010 47 254 170 84 1073 118 93 72 53 136 1979 954 614
is_linear=0
shrinkage=0.1


Tree=256
num_leaves=31
num_cat=0
split_feature=2 2 4 4 4 2 1 1 4 4 2 3 4 2 3 3 3 0 1 4 3 2 3 4 4 2 4 4 3 1
split_gain=0.0300573 0.206804 0.306662 0.283416 0.249496 0.149702 0.124809 0.358307 0.10065 0.0883047 0.983808 0.184178 0.229463 0.196874 0.283754 0.17434 0.357047 0.165847 0.207645 0.138906 0.137256 0.132632 0.125918 0.115696 0.23286 0.326271 0.220164 0.163602 0.114173 0.101686
threshold=-0.06483499999999999 -0.055334999999999995 41.147265497500008 39.458743938000005 40.241071441700008 -0.068964999999999985 60.613977009100005 61.778079379550007 40.750688432250008 41.092444989200011 -0.033799999999999997 -0.24800999999999998 39.011793722550003 -1.0000000180025095e-35 0.10661000000000002 0.076835000000000028 -0.144095 92.501778894350011 71.246828915000023 39.952536079750011 -0.089139999999999997 -0.032369999999999996 0.085035000000000013 42.094663496250007 41.919251152600005 -0.0034049999999999996 42.402981339000007 42.536568606950006 0.082935000000000023 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=5 2 3 -2 -5 -1 8 -8 -3 11 -11 12 -9 14 17 16 -12 22 -19 -20 -15 -17 -13 24 25 -23 -25 -28 -22 -29
right_child=1 6 -4 4 -6 -7 7 9 -10 10 15 13 -14 20 -16 21 -18 18 19 -21 28 23 -24 26 -26 -27 27 29 -30 -31
leaf_value=-0.00082433825029291528 0.059438908790648372 -0.10483351739041874 0.076746019512415956 -0.06941043164623438 0.021583939633166169 -0.040455637054041219 0.092779397138593733 0.014771258202323402 0.0060368208009263149 -0.10868357445053865 0.08670922388586004 0.008696884846737217 -0.11165365217799794 0.042578864509696841 0.061218336619963121 -0.041437722893967632 -0.11377237489923453 0.051656906395290962 -0.0051093468025811117 0.032400809959120758 -0.038425656098029053 0.062849779169846326 -0.030001848153299055 -0.041256235962288001 0.083058853407275174 -0.013628621797241858 0.063556219934245012 0.048011439000846041 -0.0037337088660683994 -0.0024803109850788318
leaf_weight=51.313003243769415 0.63390436955341956 0.20336419979139364 0.892371661193465 0.59276783559471347 0.6128667714074254 0.97116942401771567 0.41703019033957289 0.26996824049092438 0.13706881142388738 0.8877220185013347 0.12139583700349021 1.8633711189031585 0.30662012161155872 0.58233565775117213 1.1626297265902401 0.6208855156583003 0.3311787393031399 1.4618488922715185 2.8097239118906145 1.5220345650741363 1.0586358590258029 0.80580241128336716 1.5321398100641088 1.1389275550900491 0.5218780018549295 1.8126850376484052 0.46829948795493681 0.43590512378068513 9.1307338037551045 4.6931922468422727
leaf_count=2572 25 27 30 28 15 41 12 38 141 32 49 34 18 48 15 6 39 17 49 21 56 31 32 37 19 65 18 26 278 215
internal_value=-1.666e-05 0.00216329 0.0286424 0.00530698 -0.0231548 -0.00156048 5.40088e-05 0.000658054 -0.0601937 -0.000487437 -0.00743476 0.00330249 -0.0524594 0.00482457 0.0146726 0.000773423 -0.0599964 0.00878347 0.0190682 0.00807046 -0.00463948 0.00339335 -0.00876496 0.0062116 0.0220633 0.00990652 -0.00117819 0.00697667 -0.00733807 0.00181082
internal_weight=89.3115 37.0273 2.73191 1.83954 1.20563 52.2842 34.2954 33.9549 0.340433 33.5379 11.8379 21.7 0.576588 21.1235 10.3517 10.9501 0.452575 9.18912 5.79361 4.33176 10.7717 10.4976 3.39551 9.87669 3.14037 2.61849 6.73632 5.5974 10.1894 5.1291
internal_count=4034 1421 98 68 43 2613 1323 1155 168 1143 537 606 56 550 168 505 88 153 87 70 382 417 66 411 115 96 296 259 334 241
is_linear=0
shrinkage=0.1


Tree=257
num_leaves=31
num_cat=0
split_feature=1 2 2 1 4 1 1 1 1 2 2 0 1 2 1 1 0 2 1 2 2 1 3 4 3 4 3 0 4 3
split_gain=0.0297404 0.182621 0.142428 0.10219 0.0934695 0.0643985 0.0622941 0.0513159 0.0327993 0.104534 0.0928036 0.0716367 0.118451 0.258091 0.144104 0.222407 0.0894116 0.21029 0.17021 0.177623 0.11117 0.142785 0.10444 0.0944573 0.162828 0.0885571 0.078131 0.0732226 0.0946205 0.228684
threshold=81.479100559500012 -0.085584999999999994 -0.62218499999999988 82.457699319000014 36.728658719300007 83.740093847200015 87.030766598900016 87.33187390945001 80.677940036650014 0.061925000000000015 -0.068964999999999985 98.142164052000012 76.279622535200005 -0.10423499999999999 75.634392583900009 75.408562100950022 101.55650587770002 -0.08786999999999999 78.728807892050014 -0.077729999999999994 0.20167500000000002 74.153052154050016 0.089920000000000014 41.092444989200011 0.09914000000000002 39.184300550350009 0.09013000000000003 96.959242474650011 38.625745710700009 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=8 2 -2 -4 -5 -6 -3 -8 11 10 -10 12 14 -14 15 27 17 23 22 -20 21 -19 -18 25 26 -13 -25 -1 -29 -30
right_child=1 6 3 4 5 -7 7 -9 9 -11 -12 16 13 -15 -16 -17 18 20 19 -21 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.00057052821850006748 -0.10387691605709873 -0.10337933137221589 -0.10167796115616171 -0.10342329732613194 0.090306107112047007 -0.10022265733950851 0.09716196259876797 -0.10053320682846414 0.0074198127706988888 -0.0016940167992090715 0.062692302174967116 0.0070364817287077389 -0.072186363746939985 0.071742605334463347 -0.038790801097757323 0.04355143691926823 0.078635597462315077 0.009866625090869701 -0.10668372351131597 0.0015689288785920642 -0.0015657305298752994 -0.10617135019778504 4.6931070220630121e-05 0.025425841361295966 0.085116664589502442 -0.043025952769023407 -0.064131341652381241 0.0072321496142168807 -0.063222241550616273 -7.500349883254313e-05
leaf_weight=73.007236655052793 0.078069691839601774 0.23939321863690466 0.042696050739664315 0.03094069893786866 0.29348813941874141 0.018881348380034524 0.031747734770760871 0.022389426217387154 0.6457854779455372 2.7825686264864089 0.57357637397944838 0.65849822056407015 0.15918023307131079 0.57330572498903976 0.94306437857085157 1.1836880912305776 0.38582286402538535 0.13189327796499073 0.19404881070556712 0.69245402871092665 0.22015691542765126 0.54105899261048762 0.30104444696189603 0.21356307821497456 0.2731125932186842 0.76249411189928651 0.1791159100830555 1.3616997244243969 0.96859904912707895 1.4059074778924694
leaf_count=2374 37 155 34 70 77 300 5 282 14 30 31 27 55 62 18 20 48 21 76 20 13 84 29 34 11 31 10 19 21 26
internal_value=-9.94584e-06 -0.0197384 0.0193084 0.0442226 0.0623676 0.0787895 -0.081472 0.0154015 0.000159596 0.00900483 0.0334195 -0.000261028 0.000436759 0.0404647 6.501e-05 0.000535238 -0.0124601 -0.0226425 0.0068249 -0.0221268 -0.0632491 -0.0834288 0.0441913 -0.00526361 0.0258182 -0.0198267 -0.0154246 -0.000128242 -0.0137825 -0.0258338
internal_weight=88.9155 0.757606 0.464076 0.386006 0.34331 0.312369 0.29353 0.0541372 88.1579 4.00193 1.21936 84.1559 79.6027 0.732486 78.8702 77.9271 4.55326 2.97989 1.57337 0.886503 0.893109 0.672952 0.686867 2.08678 0.665792 1.42099 0.392679 76.7434 3.73621 2.37451
internal_count=4034 960 518 481 447 377 442 287 3074 75 45 2999 2595 117 2478 2460 404 231 173 96 118 105 77 113 55 58 44 2440 66 47
is_linear=0
shrinkage=0.1


Tree=258
num_leaves=31
num_cat=0
split_feature=1 2 2 1 4 1 1 1 2 2 4 4 4 2 1 4 2 2 1 1 3 0 2 1 4 4 1 1 1 3
split_gain=0.0266977 0.164474 0.127479 0.0911367 0.0830269 0.0570469 0.0562452 0.0461682 0.0318809 0.172568 0.263336 0.235659 0.204239 0.137046 0.170817 0.421142 0.257474 0.125382 0.102182 0.209116 0.335267 0.171263 0.171825 0.365383 0.0947902 0.0927618 0.0856028 0.256487 0.229995 0.323984
threshold=81.479100559500012 -0.085584999999999994 -0.62218499999999988 82.457699319000014 36.728658719300007 83.740093847200015 87.030766598900016 87.33187390945001 -0.06483499999999999 -0.055334999999999995 41.147265497500008 39.458743938000005 40.241071441700008 -0.075639999999999999 62.132955852800002 38.969453495950006 -0.070909999999999987 -0.076484999999999984 61.93938686740001 60.613977009100005 0.10301500000000002 86.329079026800017 0.022350000000000005 62.020040611300011 40.750688432250008 42.047301293400004 69.873026810350026 62.391047833300007 70.776348742200014 0.090735000000000024
decision_type=2 2 2 2 2 2 2 2 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 -8 13 10 11 -10 -13 17 -15 16 -16 26 19 24 -21 22 23 -20 -11 -25 27 -1 29 -28
right_child=1 6 3 4 5 -7 7 -9 9 18 -12 12 -14 14 15 -17 -18 -19 21 20 -22 -23 -24 25 -26 -27 28 -29 -30 -31
leaf_value=-0.0023915310054845717 -0.10349751602086935 -0.1030673408216458 -0.10151858278565749 -0.10309149704867587 0.088170615143371323 -0.10020153490856598 0.09626137651707016 -0.10048283313435268 0.055743227031005718 -0.10437348154570675 0.073045299926523463 -0.063766197833387023 0.019519033141199408 -0.0034574156464415996 -0.052431731489714584 -0.093413590863539786 0.034231544492209214 0.03501136380598082 -0.011075725286258775 0.067714100661830326 -0.0045460944949039057 0.0016452096752735995 0.016522185502443939 -0.11508342528473724 0.005378498345363328 -0.044780800428430162 -0.10986761380982202 0.018898381515704152 -0.0024012882655941679 -0.0090462359444494194
leaf_weight=26.598064932101579 0.070886131990420154 0.2172342977498819 0.038690552131470213 0.028081817604103776 0.27167219634679896 0.017087968857737224 0.028982123807509197 0.020268430244016145 0.61079006004729253 0.18488208226699443 0.84561401621249377 0.57059399364516117 0.60839584283530712 4.4123240234330288 0.6097236094865367 0.83825487205467641 0.78313984583655849 1.0302298781462003 2.1768136581376929 1.1621729890830468 1.4347808613674713 26.848665677957115 0.94284845729043798 0.51875966646184668 0.13701095366332083 0.29407924151200859 0.50734239004350346 7.1879409800199587 8.7827672362335516 0.85731653743278002
leaf_count=839 37 155 34 70 77 300 5 282 23 27 30 28 15 42 28 27 21 12 39 33 17 608 42 28 141 28 65 323 622 36
internal_value=-9.83342e-06 -0.019562 0.018953 0.0433672 0.0610597 0.0770233 -0.0811924 0.0152938 0.000144219 0.00241333 0.0270571 0.0053292 -0.0207884 -0.00145341 -0.0148598 -0.0374096 -0.00370516 0.000527407 0.000486144 0.0183679 0.0277913 -0.0012095 -0.0206997 -0.0324384 -0.0576585 -0.0896484 -0.000281234 0.00213788 -0.0083357 -0.0465288
internal_weight=88.6354 0.692904 0.426419 0.355533 0.316842 0.28876 0.266485 0.0492506 87.9425 36.3354 2.63539 1.78978 1.17899 51.6071 6.64344 2.23112 1.39286 44.9637 33.7 2.91885 2.59695 30.7812 3.9325 2.98965 0.321893 0.812839 43.9334 33.786 10.1474 1.36466
internal_count=4034 960 518 481 447 377 442 287 3074 1059 96 66 43 2015 118 76 49 1897 963 218 50 745 137 95 168 56 1885 1162 723 101
is_linear=0
shrinkage=0.1


Tree=259
num_leaves=31
num_cat=0
split_feature=1 2 2 1 4 0 1 1 1 2 2 0 1 2 1 1 0 4 4 4 4 3 2 0 0 3 1 4 1 2
split_gain=0.0239406 0.148118 0.113984 0.0811253 0.0735711 0.0547442 0.0508261 0.0415002 0.0275989 0.0920852 0.0848854 0.0580072 0.10573 0.220891 0.111658 0.188987 0.080014 0.126183 0.142849 0.150434 0.155658 0.120809 0.0980137 0.101053 0.0702387 0.199971 0.0686797 0.103119 0.0622865 0.113993
threshold=81.479100559500012 -0.085584999999999994 -0.62218499999999988 82.457699319000014 36.728658719300007 105.33378955095002 87.030766598900016 87.33187390945001 80.677940036650014 0.061925000000000015 -0.068964999999999985 98.142164052000012 76.279622535200005 -0.10423499999999999 75.634392583900009 75.408562100950022 99.239054969250006 40.280372415600006 41.243661560350013 41.827117825850003 42.310579034350006 0.089835000000000012 -0.075639999999999999 100.91127592640002 97.521130223850008 0.08766000000000003 76.279622535200005 39.420767558750008 80.468240302450013 -0.51146999999999998
decision_type=2 2 2 2 2 2 2 2 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 -8 11 10 -10 12 14 -14 15 -1 26 21 -19 -20 -21 -18 -23 -24 25 -15 27 -13 29 -22
right_child=1 6 3 4 5 -7 7 -9 9 -11 -12 16 13 24 -16 -17 17 18 19 20 28 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00017531425356445669 -0.10315617658870331 -0.10278330167490729 -0.10137430514826901 -0.10279236813652481 0.086699548888887326 -0.10015346495166014 0.095218085945061606 -0.10043719014804911 0.0069388741389125284 -0.0016890894901733782 0.060519707498377311 0.00059715539085147872 -0.067421390702865708 -0.10217741783169816 -0.03430446754250617 0.040680218699837317 -0.105884950239089 0.029267098279933221 -0.10580705449136003 0.085785204837669604 0.026576738150339337 0.00048409405166724336 -0.10920249913099792 -0.002323470158120915 0.097726189998954258 0.095018737234628475 0.0050503850767009252 -0.10486816743905703 0.00014333702425138787 -0.10154025606222419
leaf_weight=76.397565217543786 0.064341850183936344 0.19707728991534068 0.035055948366675693 0.025479656427521036 0.25110127566750862 0.016724014001724186 0.026497359751374461 0.018347544791083692 0.64390738285601423 2.7826471436105749 0.54672356415539891 0.14178447384983783 0.15315871103575773 0.079611821634897662 0.93664990397155534 1.1492485683411349 0.18449263185721099 1.3496663994155826 0.16928009560797341 0.16210511000826955 0.10633728452376101 0.80933938463567745 0.20151275911484834 0.15768859057607187 0.3287801081314683 0.14524328810512088 0.18497243858291768 0.26784424669313012 0.50051944096367151 0.20019806626555681
leaf_count=2440 37 155 34 70 109 268 5 282 14 30 31 15 55 44 18 20 62 33 17 11 20 38 28 18 7 11 16 41 6 99
internal_value=-1.42467e-05 -0.0193669 0.0185516 0.0424 0.059584 0.0750317 -0.0809186 0.015169 0.000125957 0.00826909 0.0315426 -0.000260944 0.000362385 0.0388664 1.56316e-05 0.000430167 -0.0113891 -0.00610485 0.00726082 -0.0188285 -0.00363624 -0.0306831 -0.01881 -0.0622828 0.0682701 0.0251998 -0.0455255 -0.0683635 -0.0215974 -0.0570964
internal_weight=88.2339 0.634625 0.392703 0.328361 0.293305 0.267825 0.241922 0.0448449 87.5993 3.97328 1.19063 83.626 79.1903 0.706794 78.4835 77.5468 4.43574 3.84114 2.48811 1.13844 0.96916 1.35303 1.16854 0.359201 0.553635 0.224855 0.594601 0.409629 0.807055 0.306535
internal_count=4034 960 518 481 447 377 442 287 3074 75 45 2999 2595 117 2478 2460 404 332 186 153 136 146 84 46 62 55 72 56 125 119
is_linear=0
shrinkage=0.1


Tree=260
num_leaves=31
num_cat=0
split_feature=2 2 4 4 2 1 4 2 2 2 1 1 0 1 4 1 2 3 0 1 1 4 2 2 3 0 1 3 3 1
split_gain=0.0237884 0.148791 0.228002 0.212042 0.113709 0.150738 0.385493 0.211306 0.101603 0.147032 0.379733 0.578261 0.348662 0.208695 0.209415 0.135218 0.131112 0.138195 0.108837 0.144271 0.121496 0.08784 0.822054 0.164931 0.253934 0.19764 0.19343 0.144006 0.292502 0.139947
threshold=-0.06483499999999999 -0.055334999999999995 41.147265497500008 39.861052345600008 -0.075639999999999999 62.132955852800002 38.969453495950006 -0.070909999999999987 -0.079634999999999997 -0.085584999999999994 62.052302108850007 62.165217350350012 91.937202686950016 76.279622535200005 42.283941020600004 61.993156030000002 -0.087234999999999993 0.096515000000000031 86.83719761350001 70.776348742200014 62.111448187750007 41.092444989200011 -0.033799999999999997 1.0000000180025095e-35 0.10661000000000002 92.501778894350011 71.246828915000023 0.049900000000000007 -0.144095 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=4 2 3 -2 8 -6 7 -7 9 16 15 -12 -13 -14 -15 -11 -1 -18 20 -20 -10 23 -23 24 25 29 -27 28 -24 -3
right_child=1 21 -4 -5 5 6 -8 -9 18 10 11 12 13 14 -16 -17 17 -19 19 -21 -22 22 27 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00041390299012849504 0.042332276393490333 0.0065516333377518129 0.069248079251017711 -0.027411921324211642 -0.0030896134460842504 -0.047545571063374696 -0.091105684015693161 0.031475586980326035 0.017698495753209972 -0.017870356619224505 -0.11705757976658707 0.024102744694999474 -0.11126827324364599 -0.10509261754670039 0.05040665857087813 0.019816821756830246 0.00067073243939197371 0.066217428225186031 -0.022305957506383579 0.02547356869664056 0.10020023017745593 -0.1026568458771222 0.07204631123372375 -0.0045607946517777489 0.055159024714328833 0.050188574256529506 0.0080882078377733976 0.0027810477232910577 -0.11303422341091388 -0.03239816437258914
leaf_weight=33.863936693203499 0.81361014546200683 2.0842736896884184 0.80523979553981906 0.93904015375301242 4.4184347987174979 0.60482830513024066 0.78732217531057802 0.76819365730079892 0.44481404591351692 1.583022970327874 0.77019161562202532 1.0453454125672577 0.42753710185206717 0.13948081538120505 0.22846744660762397 2.3883968686568551 0.65349638258885423 0.6334383906214498 1.0103080421686175 1.6875822842603154 0.29813738074153662 0.83129741655238554 0.12172339690073386 11.212173510298156 1.2495438691839797 1.4669742835685609 4.261737784115212 10.479399481586539 0.28607175631395954 1.6549249902454901
leaf_count=2055 28 30 30 40 42 32 36 24 10 34 28 17 49 49 21 44 28 14 25 37 68 35 111 469 22 18 71 469 50 48
internal_value=-1.55826e-05 0.00195058 0.0252014 0.00496452 -0.0013911 -0.013674 -0.0353217 -0.00333393 0.000397682 -0.000964071 -0.0146805 -0.0443024 -0.0138621 -0.0637516 -0.00853958 0.00479457 0.00160449 0.0329333 0.0169141 0.00758106 0.0508054 0.000183083 -0.00680641 0.00391804 0.0127883 0.00719631 0.018869 0.000512302 -0.0577893 -0.0106871
internal_weight=87.9589 36.206 2.55789 1.75265 51.7529 6.57878 2.16034 1.37302 45.1742 41.7333 6.58244 2.61102 1.84083 0.795485 0.367948 3.97142 35.1509 1.28693 3.44084 2.69789 0.742951 33.6481 11.7185 21.9296 10.7175 9.46791 5.72871 10.8872 0.407795 3.7392
internal_count=4034 1421 98 68 2613 134 92 56 2479 2339 242 164 136 119 70 78 2097 42 140 62 78 1323 665 658 189 167 89 630 161 78
is_linear=0
shrinkage=0.1


Tree=261
num_leaves=31
num_cat=0
split_feature=4 4 1 1 1 3 3 4 4 0 2 1 3 0 3 2 2 0 1 0 2 0 0 1 3 1 2 4 1 0
split_gain=0.0253282 0.347451 0.143666 0.257958 0.114412 0.17618 0.144913 0.193109 0.0925249 0.204352 0.0694452 0.0738484 0.133754 0.0771567 0.0603142 0.150194 0.288795 0.200154 0.118883 0.106954 0.133705 0.0583926 0.0886821 0.0552009 0.242832 0.143759 0.133288 0.16183 0.126737 0.149345
threshold=37.038444968100009 36.957836847500012 70.171445662850019 70.776348742200014 71.397382570300024 0.094175000000000023 0.094725000000000018 33.151194885250007 37.627645350900004 92.805574663100018 0.23835000000000003 68.20618276945001 0.08674500000000003 91.394134144600017 0.11922500000000003 -0.095204999999999998 -0.053159999999999992 92.313586825200005 65.611820673600008 81.87699236280001 -0.26894999999999997 92.501778894350011 92.805574663100018 76.279622535200005 0.10608500000000003 75.634392583900009 0.13747000000000004 38.625745710700009 75.408562100950022 96.959242474650011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 -4 -5 -6 -7 -8 9 -2 23 13 21 -12 15 18 -17 -18 19 20 -1 -13 -23 25 26 28 27 -25 29 -10
right_child=8 -3 3 4 5 6 7 -9 10 -11 11 12 -14 -15 -16 16 17 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.091042115660087172 0.077399647467306418 -0.11811106283400262 -0.11653342337141932 0.010865307537331309 -0.10522917230728318 0.10213310414355359 0.08370278119238457 -0.10168580209621009 0.00062355838107506058 0.0035817282903021375 -0.015483700022353768 0.1022443444306934 -0.029051082671584877 -0.12072878788560203 -0.012638574940193593 0.07333508705559813 -0.027418555491575194 0.035467318183648171 -0.061428430977947625 0.048003833171248282 -0.10603518399657069 0.10141277439113006 -0.10118271244885364 -0.10601798047557542 -0.076477203923241657 -0.0356728321032697 0.068192142573585718 0.012558842891381067 0.032967660359667403 -0.021065054747269649
leaf_weight=0.047744652053552383 0.49536475876811836 0.26494043619277352 0.26373035478172813 1.0079899517222655 0.26595219913487245 0.10333363666541118 0.085152485551589052 0.16517866956320404 65.444911233298626 1.5436765116269269 0.13809670584782807 0.12877799570560433 0.81603046787586209 0.14055647123313975 1.1266980040818451 0.85998710789135691 1.0077660020688197 1.0167756169103084 0.41367574347532354 0.30014343329821713 0.12339896958025043 0.041540060192346573 0.045024601205568615 0.11773191090469382 0.31114146157028688 1.140227945132209 0.42394099404009455 5.1404235676335048 1.1554265191662114 3.3367417668123371
leaf_count=13 30 15 9 18 213 4 24 78 1954 63 17 2 29 25 16 28 34 17 18 26 114 1 61 57 60 39 34 872 28 135
internal_value=-1.88741e-05 -0.00576504 -0.00137979 -0.0247879 -0.00992184 -0.0437383 0.00250225 -0.0386241 0.000485041 0.0215151 -6.20474e-05 -0.0228928 -0.0105517 -0.0685708 0.00766247 0.0137304 0.0247867 0.00416431 -0.0223075 0.0120313 -0.0510557 0.0595507 -0.00396257 0.000326025 0.00954247 -0.000451106 0.0142528 0.00990387 0.000123136 -0.000428602
internal_weight=87.4721 7.05247 6.78753 1.89134 1.62761 0.619617 0.353665 0.250331 80.4196 2.03904 78.3806 1.31003 1.03137 0.278653 4.89619 3.76949 2.88453 2.02454 0.884963 0.471287 0.171144 0.215343 0.0865647 77.0705 5.99324 71.0773 5.6821 5.25816 69.9371 68.7817
internal_count=4034 627 612 346 337 319 106 102 3407 93 3314 135 93 42 266 250 79 51 171 153 127 64 62 3179 1023 2156 963 929 2117 2089
is_linear=0
shrinkage=0.1


Tree=262
num_leaves=31
num_cat=0
split_feature=0 0 0 4 4 0 2 0 1 2 3 3 4 3 4 4 3 2 2 2 4 1 2 0 0 0 2 2 1 2
split_gain=0.0253105 0.10856 0.0843501 0.0814722 0.266209 0.206121 0.135695 0.267072 0.304457 0.383463 0.236228 0.112076 0.215749 0.132642 0.0934914 0.176208 0.0920649 0.0859517 0.232146 0.0830569 0.0946836 0.0656719 0.0605695 0.0547978 0.053929 0.0564208 0.0443818 0.366518 0.909211 0.325747
threshold=85.995710218650018 85.925810307250018 86.054856297550018 41.942745071500006 42.434124620650003 85.812895065800021 -0.086139999999999994 85.705356740550016 61.45546440395001 -0.08786999999999999 0.10371000000000001 0.087555000000000022 44.952171034750002 0.087795000000000026 43.572676689450006 42.719328117250008 -1.0000000180025095e-35 -0.054619999999999995 -0.013805 -0.13734499999999997 35.782584506850007 64.184249406300026 0.051245000000000013 85.425757095000009 71.249517373150013 71.440397900400015 -0.06828999999999999 -0.058374999999999996 70.171445662850019 -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 3 -2 6 -5 11 7 8 19 -10 17 12 21 -13 15 -15 24 -8 -19 20 -1 -6 -20 -24 -14 -26 29 28 -28 -4
right_child=2 -3 26 4 5 -7 10 -9 9 -11 -12 13 16 14 -16 -17 -18 18 22 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.054387478436806559 0.026423511339880214 -0.030913636317853595 0.00049171124113138009 -0.10499793273580259 -0.10244991274068152 -0.10304574134211326 -0.0094889696422138549 0.030605043893277874 -0.098731203886070831 0.013102208796332752 -0.044520790563820363 0.10349262988602255 -0.036537949359926908 0.030070281184418009 0.065372298400697415 -0.10136562986257658 0.073192654749295455 0.075452054398336271 -0.025754169221657065 0.067261329719478763 -0.10071546853215363 0.044031973926492426 -0.0083919316939177497 0.032091356318846964 0.046156582028980528 -0.017113307920910797 0.094912922178074205 0.00050413089721127108 -0.063194328757950696 -0.036655936220627398
leaf_weight=0.084313887201460269 1.2609983755974088 1.3348533179378126 35.551600278128134 0.30320495998603236 0.28503896609208901 0.19991221162490536 2.816790675802622 3.4789663087576628 0.63683224111758818 0.5912800934165714 1.3423231171982477 0.19683179259300221 0.35425526919925687 0.29259668150916696 0.20779656686113412 0.1565847022966409 0.17495807615341596 0.51976932431716716 0.61403593028990333 0.41124462208244972 0.073815648043819238 0.034288086882952484 0.65790718270454795 0.6798858605325222 0.27086716651683673 0.29384136533008132 1.2191157005727316 30.04159944974235 0.51836583615840925 2.5284637728248063
leaf_count=70 15 31 1784 62 166 20 29 21 137 4 32 2 36 18 16 49 77 22 48 19 65 19 38 6 12 31 25 1042 55 83
internal_value=-1.82829e-05 -0.00361024 0.000790421 -0.00112709 -0.0165736 -0.00570579 0.00246651 0.0144335 -0.0168658 -0.0448885 -0.00705636 0.00287777 -0.0144043 0.0314835 0.00990946 -0.0157483 0.00670577 0.00245303 0.0160629 0.0435779 -0.0180153 -0.0867213 0.000247646 0.0121823 -0.00595242 0.0132346 0.000327729 0.00308684 0.0477427 -0.00197484
internal_weight=87.1323 16.0122 71.1201 14.6773 2.77018 2.46697 11.9072 5.27645 1.79749 1.22811 6.63071 2.26706 1.41325 0.85381 0.656978 0.449181 1.09392 5.28839 2.4716 0.569374 0.15813 0.319327 1.95183 1.33779 0.918964 0.564709 69.8591 31.7791 1.73748 38.0801
internal_count=4034 1030 3004 999 508 446 491 316 295 141 175 426 341 85 83 67 156 143 114 154 135 185 92 44 79 43 2989 1122 80 1867
is_linear=0
shrinkage=0.1


Tree=263
num_leaves=31
num_cat=0
split_feature=0 1 1 2 3 3 4 0 4 1 0 0 4 1 4 0 2 3 0 3 0 3 4 1 4 1 0 4 1 3
split_gain=0.0267167 0.2266 0.133372 0.407723 0.217663 0.105165 0.101068 0.293168 0.211208 0.189579 0.133619 0.0893193 0.174613 0.356179 0.110787 0.407249 0.159759 0.147027 0.11094 0.192366 0.152783 0.118127 0.113409 0.168068 0.477522 0.262839 0.156212 0.176633 0.157893 0.115502
threshold=87.350693116400024 62.116825104000007 63.705703859100005 -0.14259499999999997 0.10661000000000002 0.085335000000000022 39.664548207900005 86.256490657300006 40.137820134150012 61.950140699950005 85.667718326750006 86.83719761350001 41.319407281650008 62.116825104000007 43.272784938550004 86.256490657300006 -0.095854999999999996 0.085820000000000021 85.667718326750006 0.090735000000000024 85.764502819450016 0.09062000000000002 42.824128352900011 61.987779113750001 40.636252116050009 61.93400995115001 86.420486603250012 41.898943182100005 62.068432857650002 0.091935000000000031
decision_type=2 2 2 2 2 2 2 2 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 9 -8 10 -1 14 -13 -14 18 16 17 -16 19 21 -20 -10 23 24 -22 -26 28 -28 29 -25
right_child=1 -3 3 -5 -6 -7 8 -9 11 -11 -12 12 13 -15 15 -17 -18 -19 20 -21 22 -23 -24 26 25 -27 27 -29 -30 -31
leaf_value=0.0072397477376384516 0.039667434626417669 0.00034301863255026071 -0.0084534570971017478 -0.11577541250495067 -0.10430129455604659 0.10035143684264486 -0.029656771925432892 0.10261829799624199 -0.011742640057642651 0.04763682161902439 -0.037828821379312837 0.011949797533615783 -0.086029657000542104 -0.00010326768546399183 -0.0083891201487854509 -0.12418319637586278 -0.078142177801506604 0.063633210930990988 0.030244012607485618 -0.081152426761549101 0.019900819985819981 0.10326669800762156 0.021053311210681998 -0.014440754948400362 -0.01155091817989932 -0.073488596649969248 -0.017553557103916453 0.015599981780726583 0.031570898855534817 0.014415000115552773
leaf_weight=2.4171057073763289 1.5155107222963113 44.25610960705 0.1463708223027993 0.39473697998368962 0.10690649555908749 0.22598140246918774 2.7090268122701664 0.33813903853297222 1.0043707516679266 0.86073288183416696 0.90382622275501479 1.3322400953620666 0.80849270941689644 1.1960877664387224 1.086625879922394 0.32391311437822867 0.23659093453579694 0.38346761732827883 2.0961581543087986 0.41846590717341303 2.0266514174873071 0.098022840786143095 2.7830747304251409 2.2104409884195793 1.304359005764127 1.4432274400605818 4.8300652652978888 2.4082038337364793 3.0805220964830369 3.7243343708105385
leaf_count=204 36 2584 84 58 7 7 31 7 234 36 13 25 41 10 130 9 79 13 43 60 15 2 38 29 20 25 35 65 57 37
internal_value=-1.45683e-05 0.00164506 -0.00187196 -0.0405163 0.0214701 0.0575805 -0.00102809 0.013056 -0.00282104 0.00581375 -0.00502613 -0.000604294 -0.0161105 -0.0347593 0.00115212 -0.0213862 -0.00187632 0.0103976 0.00282073 -0.0234282 0.00436166 -0.00151622 0.00208314 -0.000427599 -0.0169232 -0.044085 0.00441773 -0.00652323 0.0132021 0.00366751
internal_weight=86.6698 45.7716 40.8981 0.873996 0.479259 0.372352 40.0241 4.5198 35.5043 4.18166 3.32093 32.7953 3.33682 2.00458 29.4585 2.0306 1.70668 1.47009 27.4279 1.52086 25.907 1.10239 23.8109 21.0278 4.77424 2.74759 16.2536 7.23827 9.0153 5.93478
internal_count=4034 2620 1414 156 98 91 1258 260 998 253 217 967 76 51 891 231 222 143 660 296 364 236 321 283 60 45 223 100 123 66
is_linear=0
shrinkage=0.1


Tree=264
num_leaves=31
num_cat=0
split_feature=4 0 2 0 2 3 1 1 0 0 4 1 4 2 1 2 1 0 1 4 1 0 1 0 1 2 4 2 1 4
split_gain=0.027839 0.107246 0.2468 0.271197 0.202613 0.169712 0.14737 0.350242 0.163814 0.360496 0.130802 0.33098 0.193069 0.12629 0.28284 0.275682 0.312177 0.205331 0.211803 0.15652 0.146445 0.21431 0.329178 0.324373 0.176431 0.108481 0.112836 0.199603 0.106152 0.0956344
threshold=42.141702038450013 86.20003303655001 -0.097294999999999993 85.764502819450016 -0.083064999999999986 0.087555000000000022 62.132955852800002 62.165217350350012 86.83719761350001 87.350693116400024 43.120094701700005 62.095317438950012 42.824128352900011 -0.083064999999999986 63.530954080650012 -0.053159999999999992 76.279622535200005 89.705782438650019 66.590419433100024 42.388109226950007 67.649671936450019 94.300357383600002 71.504920895500007 97.39208423365001 71.658163008950012 -0.083954999999999988 42.599563320500003 -0.167075 80.677940036650014 43.426640904350009
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -8 -9 -10 11 12 -3 14 -11 16 -15 -16 -19 -17 -20 29 23 -23 -24 26 -26 -28 -29 -22
right_child=1 6 3 -5 5 -7 7 8 9 13 -12 -13 -14 15 17 19 -18 18 20 -21 21 22 24 -25 25 -27 27 28 -30 -31
leaf_value=0.00099582890095132747 0.00027234864057123744 -0.022178912279348362 -0.10154527784103516 -0.10419672010758754 -0.06254044341590391 0.065368152474228752 -0.12671060968212153 0.076031025600549973 -0.11644790168301966 0.070632417752309953 -0.0016488632490182836 0.096315884587718781 0.041078945031643339 -0.11633589501193529 -0.11019335079993219 -0.05999465370141082 -0.0066919857502823702 0.08580447286195074 -0.088219960150753646 0.002092334021454461 0.097815545674212356 -0.10559538931055411 0.092714460599400542 0.073818738346246582 0.013693434685773108 0.089351698138450161 0.045091900392009401 -0.11151117224350644 0.032443864172574027 -0.00088377345153196896
leaf_weight=65.58364364359376 2.3116168934907368 0.93203461868688764 0.17767380926670762 0.58890462858835235 0.15380845214486039 0.31861340575369468 0.23541473038494487 0.25325579172931512 0.28448512032627959 0.67237994261086065 2.5295800246531144 0.58685175469145168 1.0003183651715515 0.48941632698188164 0.16159226681270444 0.43805738214905154 0.55318951393923044 0.29740833537653122 0.18737837451044503 5.5551455786934412 0.30767407070379738 0.51388431229861486 0.24042423395439971 0.12535084123737761 0.96142347437535292 0.12769654255498419 0.17052924165938232 0.29435615774127488 0.06201636534733268 0.14417422994029039
leaf_count=2344 237 23 50 62 128 41 4 5 4 13 22 55 25 27 16 24 37 16 13 277 8 122 4 28 41 6 90 67 185 60
internal_value=-1.2838e-05 -0.00321251 -0.0190295 -0.0550411 -0.0105123 0.0237244 6.70933e-05 -0.00593145 -0.00352997 -0.00526899 0.0144139 0.0305428 0.0105677 -0.0024705 0.0111044 -0.0107019 -0.0581606 -3.26081e-05 0.00515372 -0.00244575 -0.00249761 0.00295188 -0.00852158 -0.0704132 0.0127897 0.000898893 -0.00669025 -0.0438838 -0.0864599 0.0663229
internal_weight=86.2583 20.6747 3.55062 1.239 0.650096 0.472422 17.124 12.0753 11.8398 11.5866 5.04878 2.5192 1.93235 11.3021 4.26629 7.03581 1.04261 3.59391 3.43232 5.9932 3.13491 2.94753 2.49568 0.639235 1.85645 1.61602 1.48833 0.526902 0.356373 0.451848
internal_count=4034 1690 518 281 219 169 1172 1047 1043 1038 125 103 48 1034 669 365 64 656 640 301 624 611 543 150 393 389 383 342 252 68
is_linear=0
shrinkage=0.1


Tree=265
num_leaves=31
num_cat=0
split_feature=3 3 4 3 0 0 3 1 2 0 2 4 2 4 0 0 1 4 1 1 4 1 0 2 4 1 3 2 0 3
split_gain=0.0248944 0.367835 0.25945 0.157434 0.189598 0.282156 0.099967 0.268104 0.0826061 0.0942161 0.313677 0.172653 0.107935 0.0994335 0.154359 0.276623 0.0915511 0.0739847 0.180786 0.241765 0.199578 0.179978 0.26949 0.215467 0.0949184 0.0906441 0.247233 0.0809126 0.0592862 0.0573341
threshold=0.078905000000000017 0.077080000000000023 39.749124837650008 0.079355000000000023 87.638358136350021 93.899777122150013 0.079605000000000023 72.752365468100024 -0.24468499999999999 96.959242474650011 -0.039434999999999998 38.969453495950006 0.11704500000000002 36.491284729650012 93.805681087600007 92.805574663100018 68.20618276945001 41.605323437500005 62.014663695050011 61.987779113750001 41.385032804600009 61.93938686740001 86.135510041400025 -0.11572 41.965809985500009 63.154569942350008 -0.15572 -0.033799999999999997 93.399723909900004 -0.25095999999999996
decision_type=2 2 2 2 2 2 2 2 2 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 12 11 -11 13 14 15 -10 -14 18 19 20 21 22 23 -15 -19 26 29 -27 -20 -26
right_child=3 2 -4 6 5 -7 -8 -9 9 10 -12 -13 16 17 -16 -17 -18 24 28 -21 -22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.052816948461150426 -0.11405809464120804 -0.069881823245841232 0.090658729568691906 0.083862812899307637 0.10106138395770983 -0.052940823224371505 -0.00068289609158843616 -0.022218581968204879 -0.10506295387586309 0.018293420247525474 -0.13094206417651319 -0.10765167432338395 -0.00071666771167873606 0.055893482759793604 -0.11413679559066314 0.10133102581414229 0.083489244974487342 -0.041762094046580628 -0.0084636919460065064 0.10320353667359494 0.10170590418894557 -0.10734708344290261 0.10166906708177259 -0.1074520983931182 -0.029488483059930039 0.068455249440739413 -0.089032309690755693 0.0045138888422867254 0.014761203940726931 0.0082787545236269935
leaf_weight=0.28671187608590898 0.26229111314751108 0.11706241580918764 0.71871637528271037 0.48654210785752994 0.1613406715914607 0.45300944775861751 70.091082205755583 0.46684762247326717 0.12332770213828403 0.71090536553009542 0.23852388954583215 0.12852408660907599 0.23468304004382012 0.13486971512611468 0.19443273497745395 0.13715519569814205 0.28703154091726901 0.7338105804647056 3.3206775617345556 0.42278119259572122 0.1928602667467203 0.15738439304550411 0.21391625329852104 0.20126189521397286 0.51147780531254761 0.29147011396207745 0.35696373696919703 0.61648672399587656 1.6429153321660122 1.877262441570565
leaf_count=116 10 26 169 72 16 89 2533 15 106 34 137 128 15 32 7 4 28 25 46 8 8 55 5 22 90 68 103 14 21 32
internal_value=-1.74836e-05 0.00386457 0.0681728 -0.000765125 -0.0428839 -0.0124968 -0.000245407 0.0319178 -0.000264943 -0.0014606 -0.029745 -0.00098989 0.00115633 -0.000927635 -0.0467142 0.00361215 0.0456109 0.00102372 0.00797879 0.0408245 0.011531 -0.0130525 0.0139279 -0.0419112 -0.00894198 -0.0023503 -0.0114079 0.0250402 -0.00077641 0.000192022
internal_weight=85.7723 13.8512 0.835779 71.9211 0.876641 0.61435 71.0445 0.95339 13.0154 12.7287 1.07795 0.839429 11.6508 11.1291 0.454916 0.260483 0.521715 10.6741 6.28667 1.32307 0.900293 0.707432 0.550048 0.336132 4.38747 3.65366 2.7457 0.907957 4.96359 2.38874
internal_count=4034 1299 195 2735 115 105 2620 87 1104 988 299 162 689 646 117 110 43 529 197 130 122 114 59 54 332 307 225 82 67 122
is_linear=0
shrinkage=0.1


Tree=266
num_leaves=31
num_cat=0
split_feature=2 2 4 4 2 3 3 4 0 4 2 4 4 3 3 4 1 1 2 4 0 0 0 2 4 4 4 4 4 0
split_gain=0.0251714 0.224587 0.136664 0.17733 0.126335 0.184115 0.180983 0.0704198 0.066903 0.0904312 0.0611956 0.0817902 0.170028 0.0600555 0.0770643 0.0448729 0.0399478 0.160076 0.172947 0.21626 0.0953709 0.0744868 0.0783667 0.0863572 0.0671271 0.038186 0.166977 0.203737 0.12707 0.237567
threshold=-0.50001499999999999 -0.58287999999999995 39.792680591700012 40.523311941050004 -0.60611000000000004 0.096010000000000026 0.088145000000000015 49.283271594150008 96.531777631850005 36.893814626400008 -0.24468499999999999 35.782584506850007 39.337369931850013 0.085035000000000013 0.083950000000000011 40.636252116050009 58.167480110400007 61.622148808000013 -0.016334999999999999 37.038444968100009 76.451683855550016 71.332859575200004 71.131225215400022 0.11704500000000002 35.879804895950009 37.038444968100009 36.620308449100001 36.364346611650006 37.784765830350004 92.805574663100018
decision_type=2 2 2 2 2 2 2 2 2 2 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 15 6 -6 13 -1 -10 11 -2 -13 14 -3 -5 20 18 19 -18 21 22 23 -12 -23 26 27 -19 29 -27
right_child=10 7 3 4 5 -7 -8 -9 9 -11 16 12 -14 -15 -16 -17 17 25 -20 -21 -22 24 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.096535441318965021 0.088575455995448749 -0.1007918536790413 0.067489670433782636 -0.002827189489442973 0.084940972516526422 0.091850239145464099 -0.10264218222599675 0.031757636513000689 0.064287954557523147 -0.058207875732313036 -0.080640122547997392 -0.037556451757190516 0.062785804315768509 -0.10775647300496199 0.10117272923358445 -0.045839465801872169 0.027578688072082871 -0.00680916224080711 0.032651476522338581 -0.1056680277865506 0.050120114611930701 0.073730383968043919 0.028302889496089473 0.099643972313356796 -0.10119564284278888 0.07333471637726019 -0.044165946469388054 0.05839832067241002 7.4701860759044568e-05 0.0033386580991619542
leaf_weight=0.17007804077002298 0.17211234309956935 0.041552448627156902 0.47462440936169503 0.49693036638200316 0.083357587396221233 0.27960102058295888 0.13430158594019304 0.055272118799621239 0.09155942219020119 0.17633260292541308 0.14650440213153959 0.34640217838250464 0.32949897546131979 0.31965124496264252 0.034645892679691315 0.47381568917273853 0.16569568017712299 4.5800064076929621 0.22034045959480764 0.45982928164994519 0.53196144816320157 0.026909002874162979 0.54624275024980307 0.03245553097804077 0.11874289272600436 0.68393021763767992 1.0273449380465534 0.53513992141211009 71.009445297602838 1.6660945092019117
leaf_count=22 24 78 19 3 43 19 17 6 38 38 166 41 40 81 1 39 34 351 30 46 26 11 20 2 86 25 53 24 2588 63
internal_value=-1.12531e-05 -0.00928187 0.00297758 0.0143541 -0.00282525 0.0381629 -0.0308029 -0.0739758 -0.0474835 -0.0163416 0.000306571 0.0270316 0.01136 -0.0887393 -0.00896252 -0.0238212 2.93475e-05 -0.000262741 -0.0435355 -0.0703722 0.016759 -0.00361959 0.00948716 -0.0479444 -0.0688783 0.000197662 -0.00737622 1.27594e-05 0.000831834 0.0237097
internal_weight=85.4304 2.83172 2.3806 1.94263 1.46801 0.49726 0.217659 0.451122 0.43797 0.267892 82.5987 0.848013 0.675901 0.39585 0.0761983 0.970746 81.7506 80.3478 0.845865 0.625525 1.40282 0.870855 0.725203 0.17896 0.145652 79.502 6.14249 5.11515 73.3595 2.35002
internal_count=4034 404 238 140 121 79 60 166 98 76 3630 105 81 160 79 42 3525 3214 110 80 311 285 188 168 97 3104 428 375 2676 88
is_linear=0
shrinkage=0.1


Tree=267
num_leaves=31
num_cat=0
split_feature=4 3 0 4 2 1 2 4 2 1 3 3 2 3 2 4 2 1 2 2 1 3 2 3 1 4 1 1 2 1
split_gain=0.0235545 0.0934463 0.046917 0.0340932 0.0920463 0.0728137 0.0832447 0.106905 0.0303375 0.137246 0.091652 0.167774 0.0688231 0.0671582 0.0668417 0.13345 0.129032 0.242192 0.049175 0.219642 0.246302 0.176285 0.134235 0.174642 0.104954 0.083944 0.202125 0.267028 0.2715 0.202763
threshold=32.724174661450007 0.088555000000000023 95.262825394300009 34.466665687600006 0.19040000000000004 69.563854125350005 0.058065000000000012 34.41230404325001 0.20167500000000002 65.907551067950024 0.091645000000000018 -0.11223 0.17076500000000003 0.072205000000000033 0.13006000000000004 39.952536079750011 0.086310000000000026 66.590419433100024 0.048475000000000011 0.0023400000000000005 62.132955852800002 -0.046510000000000003 0.05399000000000001 0.093580000000000024 61.987779113750001 37.038444968100009 65.611820673600008 65.536543845950021 -0.10946499999999999 65.687097501250022
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 12 -10 11 -11 14 -13 16 -16 18 -18 19 25 24 -22 23 -20 -21 26 27 28 -5 -28
right_child=3 -3 -4 8 -6 6 -8 -9 9 10 -12 13 -14 -15 15 -17 17 -19 22 20 21 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.063238829431245744 0.073150433650587363 -0.077740503080722723 -0.10149766954187876 0.068264255233280197 -0.044844083405757393 -0.10356092399051993 0.071756065288325024 0.041857530329237939 0.060479086540397499 0.095224524975693378 0.010586027179852363 -0.014276673834771568 -0.023787404006777233 -0.087584883780175912 -0.027167846759785359 0.066881454773376786 0.025991008991251171 -0.10649652407924817 0.087659150936908389 -0.038356779055444358 0.022053671201308436 -0.10944449130010446 0.0022853530913902712 0.0066295656726637897 0.018625558399532168 0.00094243184891059154 -0.087467365663902938 0.081540046321488494 -0.041807267782145101 -0.016996958343276778
leaf_weight=0.10593162754719188 0.30676283046795916 0.1658103473673691 0.020659981112714831 0.31193029803671368 0.16890783413691679 0.10552898538207955 0.11802301362786238 0.097043761983513832 0.45232200253940336 0.086250637559260879 2.1712487985932967 0.2215969813205444 1.2482095742379886 0.28657828912241712 0.24016219269833428 0.40579242050625908 0.24634391758263419 0.31365900667151436 0.44965542916906798 0.62210454101068424 0.12636298337201868 0.52763340153285299 7.3549696472955475 0.65118873491883278 0.67282527720090002 63.72328287280699 0.50113151408731971 0.43646742776036251 0.79575317808485024 2.2040072490535749
leaf_count=72 42 55 71 59 14 47 4 3 43 28 52 14 43 76 22 40 23 110 62 50 12 99 112 5 11 2670 8 8 20 159
internal_value=-1.15029e-05 -0.028345 0.0363535 8.61421e-05 0.0206809 0.0383226 0.00499757 -0.0338973 -0.000108968 0.00941284 0.00106104 -0.0337307 -0.000488043 -0.0556178 -0.000122608 0.0319145 -0.000384772 -0.0482156 -4.30225e-05 -0.000914085 -0.0340136 -0.0840369 0.00715983 0.0397273 -0.00874965 3.4952e-05 -0.0135738 0.0152932 -0.0108105 -0.0300517
internal_weight=85.1381 0.292402 0.126592 84.8457 0.796266 0.627359 0.320596 0.202573 84.0495 3.218 2.76567 0.594426 80.8315 0.508175 79.5833 0.645955 78.9373 0.560003 78.3773 69.9215 1.94893 0.653996 8.45581 1.10084 1.29493 67.9726 4.24929 1.54415 1.10768 2.70514
internal_count=4034 198 143 3836 110 96 54 50 3726 213 170 118 3513 90 3470 62 3408 133 3275 3096 172 111 179 67 61 2924 254 87 79 167
is_linear=0
shrinkage=0.1


Tree=268
num_leaves=31
num_cat=0
split_feature=0 3 0 0 1 4 4 3 4 0 0 3 4 3 3 3 0 4 3 0 4 0 2 2 2 1 3 2 4 1
split_gain=0.024361 0.0987891 0.245122 0.0812499 0.0631024 0.0532201 0.419326 0.11966 0.0990114 0.0842845 0.0718627 0.162181 0.161701 0.13465 0.232181 0.155921 0.0923553 0.0697704 0.0684528 0.0615398 0.161656 0.0519611 0.203143 0.0934 0.319188 0.682797 0.534386 0.162825 0.300573 0.140541
threshold=85.995710218650018 0.13377000000000003 85.925810307250018 86.162394622750014 62.057679025150001 40.340071172300007 39.861052345600008 0.10507500000000002 40.467253020850002 85.812895065800021 85.705356740550016 0.089505000000000015 41.147265497500008 0.10335500000000002 0.092260000000000023 0.092075000000000032 85.624702996650015 39.577821550850011 0.09062000000000002 83.503509531750026 39.458743938000005 86.329079026800017 -0.075639999999999999 -0.06828999999999999 -0.055334999999999995 67.192634054300015 0.087555000000000022 -0.075639999999999999 39.337369931850013 70.171445662850019
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 6 7 17 -7 10 12 -12 -10 14 15 16 18 19 -14 20 -1 22 -5 27 25 -25 -27 -23 -29 -28
right_child=3 -3 -4 21 -6 8 -8 -9 9 -11 11 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 23 -24 24 -26 26 29 28 -30 -31
leaf_value=-0.070367565167050852 0.022413249058724601 0.021609188114676776 -0.06249414654128943 0.013192429774329004 -0.004272706747021458 0.035022611077516502 -0.13285899584719413 -0.062391225744885606 -0.090395815459376583 -0.020222691291209616 0.042856295020584932 -0.0027667839682912415 0.0014619984699325184 0.066730762278345915 -0.10525738274271078 0.094363453628186322 -0.033708267986508521 0.05427818969283469 0.079411865042737326 0.0051675349018011282 0.10113607097437667 -0.0011935930134761965 -0.040657511341508523 0.10325812876067897 0.0018668757518872385 -0.1118719975069435 0.091900066074940376 0.0060559156959141165 -0.066273068447949599 -0.0049082997519483088
leaf_weight=0.30224949382346622 2.9114476044196627 1.4092387083219353 0.73216314468300048 1.418472314020619 1.2737633422948418 0.76993789837433624 0.27265834267927846 0.30694586725439865 0.2178725739504429 2.0424737177090719 1.2020772087853404 2.2147179264575243 1.8995565763646047 0.26639671950033506 0.22483747980277247 0.1657797282678074 0.82010127422108769 0.24605039256857697 0.1197603047476149 2.0441061255769455 0.067174330353736877 31.107630299752085 1.3840991517063148 0.96775043755769974 27.191878743118259 0.36101926384981198 0.29143833369016647 1.1936382289591194 1.1077513115282043 0.30891393384808907
leaf_count=190 38 19 29 18 36 10 16 21 87 39 25 31 398 28 37 5 37 5 8 43 2 1729 29 24 978 24 10 40 40 38
internal_value=-1.14992e-05 -0.00362063 -0.0061758 0.000784076 0.0142914 -0.00304789 -0.0141803 -0.00327231 0.000578571 -0.00231232 0.00281753 0.0132841 -0.00681065 -0.00160222 -0.00723797 9.54653e-05 -0.00540838 0.00355069 0.006085 -0.00162079 -0.0391821 -8.12047e-05 -0.0134023 0.000515842 0.00465544 0.0439615 -0.0157286 -0.00309244 -0.0287589 0.0420869
internal_weight=84.8419 15.3241 13.9149 69.5178 4.18521 13.1827 3.23918 2.96653 9.94351 9.17357 7.1311 3.4168 3.7143 3.49643 3.23004 3.0052 2.83942 2.65958 2.01932 2.41353 0.369424 65.3326 2.80257 62.53 29.121 1.92912 0.961372 33.409 2.30139 0.600352
internal_count=4034 1030 1011 3004 74 982 277 261 705 695 656 56 600 513 485 448 443 240 406 235 192 2930 47 2883 1074 96 72 1809 80 48
is_linear=0
shrinkage=0.1


Tree=269
num_leaves=31
num_cat=0
split_feature=4 0 2 0 2 3 1 1 2 2 1 0 2 1 1 1 0 0 4 1 4 0 0 3 4 3 4 0 4 2
split_gain=0.0273704 0.0937083 0.224398 0.239035 0.171323 0.144602 0.11661 0.227457 0.134507 0.125626 0.295532 0.223825 0.210278 0.288406 0.178521 0.126686 0.186597 0.291716 0.109295 0.295039 0.164617 0.108171 0.213822 0.198643 0.14004 0.0962826 0.0921459 0.0901336 0.0898473 0.0780329
threshold=42.141702038450013 86.20003303655001 -0.097294999999999993 85.764502819450016 -0.083064999999999986 0.087555000000000022 62.132955852800002 62.272755675600003 0.15844000000000005 -0.083064999999999986 63.530954080650012 89.705782438650019 -0.053159999999999992 76.279622535200005 66.590419433100024 67.649671936450019 94.300357383600002 95.469836670350006 43.120094701700005 62.095317438950012 42.824128352900011 96.163458868000006 96.851704149400021 0.085185000000000025 42.310579034350006 0.098105000000000026 42.402981339000007 67.04476885710001 43.426640904350009 -0.11347
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 25 4 -4 27 18 -8 9 10 -9 -12 13 -11 -13 -16 28 -18 19 20 -3 -19 -23 24 -24 -2 -14 -6 -17 -30
right_child=1 6 3 -5 5 -7 7 8 -10 12 11 14 26 -15 15 16 17 21 -20 -21 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00099591984404266503 0.0063222535714982184 -0.021292541701897798 -0.1013245146970367 -0.10383031047471498 0.093335519422206026 0.05987635946773065 -0.050115730510969493 0.069875060554804566 0.078353462115393679 -0.1142509783877504 -0.10791551922361785 0.082681038057269188 -0.04641700605925065 -0.0059100997191822236 -0.08442006792589507 0.096685677786046725 -0.10406087217562487 0.05539662739256565 -0.0017567283565440052 0.094448142388242978 0.038062295226439287 -0.10809172823981823 0.085500268218842101 0.022162227680737976 -0.11019225516073461 -0.066725172771226332 0.00025653650613949986 -0.10259254952972388 0.050563536593668072 -0.10595548583790554
leaf_weight=64.406048440320419 2.0422275496589473 0.90045601548627308 0.15703305665374523 0.52874296260415576 0.02957109414274095 0.29889604731124564 1.0446676369756449 0.70208441233262497 0.20825717319917281 0.44056488829119178 0.18634875701172893 0.26973304757848415 0.46310089127109222 0.55553654452614865 0.17662855228263685 0.28173676109872792 0.27926290247614849 0.35102510073920745 2.5240924934623763 0.52325148554518808 0.9712797119282186 0.18177430568175612 0.044516492094771709 1.3047406479132631 0.20481235777050699 0.19793049956206221 4.8842255557387659 0.1139847228328108 0.098455889489741821 0.047085712430998683
leaf_count=2344 222 23 50 62 4 41 11 14 27 27 19 16 24 37 13 8 142 20 22 55 25 11 7 76 287 15 248 124 56 4
internal_value=-7.78337e-06 -0.00323807 -0.018449 -0.0548187 -0.0115907 0.0202572 -0.000159633 -0.00558136 -0.00122517 -0.00280781 0.0107695 -0.00134249 -0.0116437 -0.0538281 0.00478749 -0.00228665 0.00290668 -0.00807632 0.012763 0.0280654 0.00950783 0.00476825 -0.00546991 0.00653342 -0.0752523 -0.000131895 -0.00378559 -0.0622333 0.0637271 -7.3598e-05
internal_weight=84.4181 20.012 3.36839 1.12823 0.599485 0.442452 16.6436 11.7246 10.6799 10.4716 4.1282 3.42612 6.34343 0.996101 3.23977 2.97004 2.79341 2.36613 4.91908 2.39499 1.87174 2.08687 1.73584 1.55407 0.249329 2.24016 5.34733 0.143556 0.427278 0.145542
internal_count=4034 1690 518 281 219 169 1172 1047 1036 1009 673 659 336 64 640 624 611 543 125 103 48 401 381 370 294 237 272 128 68 60
is_linear=0
shrinkage=0.1


Tree=270
num_leaves=31
num_cat=0
split_feature=4 4 2 2 2 2 4 3 3 2 2 1 3 3 2 3 1 3 0 3 2 4 1 3 1 0 4 1 4 1
split_gain=0.0248253 0.134705 0.0673906 0.15795 0.298779 0.189975 0.249569 0.115198 0.180301 0.231002 0.116171 0.211947 0.105826 0.324874 0.283961 0.0933805 0.316394 0.0911217 0.159802 0.211579 0.12062 0.132273 0.0763783 0.074017 0.0709256 0.230933 0.0653415 0.0613306 0.255672 0.136334
threshold=42.522337019050006 42.47354681640001 -0.101395 -0.087234999999999993 -0.083424999999999985 -0.096529999999999991 43.218894539100006 0.083155000000000021 0.087245000000000031 -0.083064999999999986 -0.032369999999999996 62.079186690200011 0.085820000000000021 0.087125000000000022 -0.14429 0.079430000000000014 64.307918480350011 0.080770000000000022 89.415428960600011 0.084090000000000012 -0.22403500000000001 47.927946529500012 62.132955852800002 -0.25095999999999996 65.907551067950024 97.39208423365001 43.120094701700005 61.987779113750001 41.646178195200001 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=1 27 12 5 -5 -4 -7 15 9 -9 11 -10 17 -14 24 26 -17 20 -19 -20 21 -2 -12 -23 -15 -26 -6 28 -1 -29
right_child=2 -3 3 4 7 6 -8 8 10 -11 22 -13 13 14 -16 16 -18 18 19 -21 -22 23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-0.00047625667512207997 -0.09245225345005087 0.050381720347789233 -0.00037163821395281026 0.05197719110777374 -0.035354561880608613 -0.10829085963312315 -0.019536505296300494 0.082387499489926075 0.0014581078139364514 -0.1062685160089826 0.047189247189892432 -0.059733332040724445 0.10166543749659887 0.066058667886186959 -0.10728081862717603 0.099045555747671765 -0.0033556440317166602 -0.12509615391728762 -0.081994020616472041 0.083660631740880259 0.074567251459838141 -0.022416545212093332 -0.0030294134628908362 0.032556096505413031 -0.080572213615063892 0.061442411370970708 0.0037782411338869617 0.021372091813039659 -0.044022458274057284 0.00057438932607662677
leaf_weight=10.613204727103371 0.15433624483568908 0.54405355640301323 1.1885291251919627 0.95395013105735316 0.56515794655388063 0.53311279261060807 0.78088416888931533 0.077736066654324532 1.2058388745645041 0.39320480257993029 0.34522714254581188 1.0668195053714269 0.4361996865476383 0.27729704044759274 0.20352977513834958 0.42592122621135775 1.0347974355572658 0.16115722343965888 0.16017422325033692 0.14866258651102271 0.21959797296402461 0.45596989705154556 2.4677343937748333 0.5291824234300293 0.19617850871873088 0.27503150337997795 1.7414520834054767 3.3554633657840887 1.5444964776497716 51.95737251772281
leaf_count=421 152 28 38 31 50 57 45 2 22 97 26 37 22 10 45 67 43 59 73 7 278 25 123 42 21 27 104 49 82 1951
internal_value=-1.15071e-05 0.00082218 -0.00355595 -0.00681242 -0.00132678 -0.0293418 -0.0555458 -0.00678045 -0.0159329 -0.0751279 -0.0104513 -0.0272661 0.00937992 0.0301977 -0.00254707 0.00671879 0.0265028 -0.00642035 -0.0443756 -0.00225401 0.00670519 -0.00637294 0.00313379 0.00711245 0.0259315 0.00231757 -0.00580995 0.000422553 -0.0060083 0.00183605
internal_weight=84.0123 68.0146 15.9977 12.7804 10.2778 2.50253 1.314 9.32389 5.55656 0.470941 5.08562 2.27266 3.21732 1.38824 0.952037 3.76733 1.46072 1.82908 0.469994 0.308837 1.35909 1.13949 2.81296 0.985152 0.748507 0.47121 2.30661 67.4705 12.1577 55.3128
internal_count=4034 2531 1503 742 602 140 102 571 307 99 208 59 761 125 103 264 110 636 139 80 497 219 149 67 58 48 154 2503 503 2000
is_linear=0
shrinkage=0.1


Tree=271
num_leaves=31
num_cat=0
split_feature=0 0 1 1 4 0 2 3 4 3 3 1 2 2 0 2 4 4 0 2 0 3 3 3 3 2 3 3 3 3
split_gain=0.025178 0.237877 0.145473 0.287645 0.236189 0.177726 0.107966 0.0830196 0.311552 0.246255 0.20114 0.17731 0.1197 0.140793 0.500008 0.118473 0.196927 0.128087 0.0759936 0.0645223 0.198407 0.0820353 0.069737 0.061533 0.161006 0.25273 0.267039 0.216165 0.143109 0.134827
threshold=87.170566421650008 86.89903215050002 64.665483411650015 62.837331883000012 41.481306584950012 89.705782438650019 -0.083424999999999985 0.049900000000000007 40.098777110850008 0.078905000000000017 -0.067029999999999992 66.590419433100024 -0.037054999999999998 0.051245000000000013 93.899777122150013 -0.048954999999999992 40.583589072600013 48.96897326980001 87.818484831100008 -0.50001499999999999 86.135510041400025 0.41214500000000009 0.12084500000000002 0.091935000000000031 0.087795000000000026 -0.082094999999999987 0.09180000000000002 0.08673500000000002 0.10301500000000002 0.10157500000000001
decision_type=2 2 2 2 2 2 2 2 2 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 18 -5 -6 8 10 15 12 -10 -4 -14 -15 17 -17 -9 -2 20 -1 22 23 24 27 -26 -27 -21 29 -25
right_child=2 -3 7 5 6 -7 -8 9 11 -11 -12 -13 13 14 -16 16 -18 -19 -20 21 -22 -23 -24 28 25 26 -28 -29 -30 -31
leaf_value=-0.00081653040883375775 0.062361198678415046 -0.059255776497746881 -0.01077685721847302 0.024844719307117999 0.016441340590953295 0.097066706611024303 -0.012027957778726835 -0.10268875372557357 0.10075307874900685 -0.001410917935736188 -0.077696037558415046 -0.11232094787840022 0.062829156840499348 0.10124732130843772 -0.1100682970872968 0.10225161473663516 0.019133313237520738 0.082093367914365528 0.018256772035713773 -0.0020019975593287965 -0.11000668445957218 0.02355078217732634 -0.018828633477893125 0.0089645622180388549 -0.0065572291516277723 -0.10724797607192678 -0.0086085151902038966 0.046395035151386377 -0.0056376620421736898 0.047087979984636485
leaf_weight=0.69063153987917658 0.77334234537556568 0.71027853130362828 2.0313453903520307 0.83430758304893948 1.9155203090049315 0.57594874547794461 4.3735058372840294 0.10594018973881691 0.043090868741273769 31.674586834254399 0.33992001851220166 0.41693894464214054 0.59434892059471189 0.21019079210236669 0.23962862135795149 0.48564387120359132 0.69008218166754887 0.058078921288654328 0.78951433766633272 12.974714812766649 0.21924249012954533 1.4019531756639469 2.0903743094313532 6.304314726698065 3.2620413325930713 0.59688951764974152 0.50807458534836769 0.99355599388945925 6.6584595310559962 1.087724630408047
leaf_count=105 36 30 90 39 19 35 51 101 2 1751 23 184 14 11 72 14 47 156 13 755 8 17 35 129 66 59 3 41 110 18
internal_value=-1.06829e-05 -0.0019354 0.00155314 0.0127577 0.00528917 0.0543402 -0.00335674 -0.00126005 -0.0151061 0.000365302 -0.00470036 -0.0923624 0.00336746 0.0308841 -0.0113251 0.0423591 0.0534661 -0.0372577 0.0400808 -0.000828695 -0.0271269 -0.000161769 -0.00112603 1.66072e-05 -0.00379914 -0.0205585 -0.0618925 0.00144046 0.00499598 0.0145744
internal_weight=83.6502 37.4983 46.1519 9.26214 7.85188 1.41026 6.28903 36.8898 3.87546 33.0143 3.41543 0.46003 3.07551 1.04417 0.449819 1.33975 1.17573 0.164019 1.56286 36.788 0.909874 35.8781 34.4761 32.3858 18.3353 4.36701 1.10496 13.9683 14.0505 7.39204
internal_count=4034 1376 2658 193 119 74 70 2465 396 2069 210 186 187 97 83 318 61 257 49 1346 113 1233 1216 1181 924 128 62 796 257 147
is_linear=0
shrinkage=0.1


Tree=272
num_leaves=31
num_cat=0
split_feature=0 0 1 2 3 4 1 4 3 3 3 1 1 0 4 1 0 2 2 2 4 3 3 0 0 0 4 2 4 4
split_gain=0.0237223 0.17416 0.120557 0.360555 0.175999 0.0962771 0.380109 0.141991 0.0950337 0.0903201 0.202228 0.0795796 0.328303 0.130397 0.0862407 0.0816604 0.0707187 0.0696459 0.506838 0.37757 0.269956 0.261915 0.317615 0.151766 0.132416 0.132124 0.185443 0.248124 0.115701 0.139813
threshold=87.350693116400024 87.638358136350021 63.705703859100005 -0.14259499999999997 0.10661000000000002 39.577821550850011 61.950140699950005 39.896141435400004 0.085335000000000022 0.093325000000000033 0.081280000000000019 64.665483411650015 62.837331883000012 89.705782438650019 42.779078631750004 65.29995953045001 85.877418060900013 -0.058374999999999996 -0.044409999999999998 -0.067109999999999989 41.436838994450007 0.087555000000000022 0.10371000000000001 86.83719761350001 85.683849075550015 86.256490657300006 41.872294782850005 -0.093879999999999991 42.006870117350005 42.536568606950006
decision_type=2 2 2 2 2 2 2 2 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 8 6 9 -7 16 10 -1 12 14 -14 -3 -13 -4 19 -19 25 -20 23 -23 24 -22 -9 27 -27 -28 -30
right_child=1 11 3 -5 -6 7 -8 17 -10 -11 -12 15 13 -15 -16 -17 -18 18 20 -21 21 22 -24 -25 -26 26 28 -29 29 -31
leaf_value=0.0014115361887112659 0.047833468626348435 0.0098110640390179481 0.04700242947305372 -0.11399499594447644 -0.10349973437331335 -0.043682818936880308 0.07451465395861849 0.0055277016409372368 0.10008969067406476 0.010762495277170613 -0.093131641878597904 -0.045257360938424501 0.028384018573116534 0.096175572138584561 -0.016506329375903878 -0.00058939692466009541 -0.10310049759298717 -0.098154612297532612 0.008494467144748925 0.063149539236784513 0.049032717062350357 -0.11937251596627661 -0.012670548788936351 0.10293114317807739 -0.1060479236999876 -0.0094414135602174914 0.024353700900359942 -0.05498991076914464 -0.038147819857798859 0.0043319532150724828
leaf_weight=0.82184297805509465 0.7993560065864348 3.5815178938210002 0.083999036547709238 0.36080361165818331 0.087729214948922163 0.82530796353239466 0.81720503419791146 12.838627448008539 0.1966306520953367 1.9844251357717437 0.31218944992087927 0.41394536523148318 0.61641664546914376 0.52573200059123337 1.9087777431122956 36.304281627733438 0.050112823024392128 0.60307832998660149 5.1411647780041703 0.93359449086710711 0.11807215921180603 0.53999881541767514 0.57710986132588005 0.16732205450534821 0.10316621139645576 4.743601081892848 1.8485349379479883 1.5991515340283493 1.0083409603685138 3.3450585599057376
leaf_count=139 32 46 81 58 7 19 38 473 7 48 28 17 36 35 19 2435 3 25 75 25 119 41 29 2 5 38 8 40 9 97
internal_value=-7.7999e-06 0.00158086 -0.00180132 -0.0407398 0.0224203 -0.00100962 0.0138062 -0.00270507 0.0558205 -0.00210273 -0.0246154 0.00072799 0.0108091 0.0595885 0.000661456 -0.00109296 -0.00908569 -0.00169755 -0.010376 0.000693241 -0.00241173 -0.0396514 -0.0642492 0.0310672 -0.0232833 -0.00160389 -0.00890259 -0.0209252 0.00339302 -0.00550728
internal_weight=83.2571 44.15 39.1071 0.779275 0.418472 38.3278 3.93566 34.3921 0.330743 3.11846 1.13403 43.3507 6.63244 1.14215 5.4903 36.7182 0.134112 33.5668 7.24991 26.3169 6.64683 1.50567 1.11711 0.38856 0.221238 25.3833 12.5447 6.34275 6.20193 4.3534
internal_count=4034 2620 1414 156 98 1258 253 1005 91 215 167 2588 136 71 65 2452 84 986 296 690 271 196 70 126 124 665 192 78 114 106
is_linear=0
shrinkage=0.1


Tree=273
num_leaves=31
num_cat=0
split_feature=4 3 1 2 3 3 3 3 1 4 4 3 0 0 2 0 3 0 3 4 4 3 2 4 0 3 1 1 4 3
split_gain=0.023853 0.0664267 0.273638 0.140433 0.286915 0.336613 0.313716 0.180547 0.229174 0.15234 0.14851 0.244015 0.102208 0.285517 0.0947292 0.117893 0.0793821 0.14176 0.180965 0.102729 0.128901 0.104562 0.064979 0.174313 0.0592552 0.0642358 0.0566798 0.053044 0.200665 0.19515
threshold=42.488347682450005 0.09450500000000002 62.009286778800011 -0.101395 0.084565000000000015 0.086520000000000027 0.082535000000000011 0.085820000000000021 65.907551067950024 43.182896969600009 42.779078631750004 0.092835000000000015 87.818484831100008 85.861287312150012 -0.080019999999999994 90.407470010750018 0.080770000000000022 89.415428960600011 0.084090000000000012 43.487767439550005 47.927946529500012 1.0000000180025095e-35 -0.23349 48.96897326980001 94.300357383600002 0.089505000000000015 73.553525990900013 61.987779113750001 41.770271989050009 0.087795000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 3 -3 7 6 26 14 16 -9 10 -7 -12 13 -4 15 -5 19 -18 -19 -2 -21 22 23 -22 -10 -26 -6 28 -1 -30
right_child=1 2 12 4 5 9 -8 8 24 -11 11 -13 -14 -15 -16 -17 17 18 -20 20 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0015431719251056001 0.091168825208288673 0.078322222988581505 0.043079305586940939 -0.10990729491567203 -0.10778334926134621 -0.014188651301962667 0.076728939435463314 0.085449380498424043 0.029654332359476562 0.0073740689924695823 -0.11339518663321631 -0.016514642592610079 0.0055007756691556522 -0.10648692393194192 0.00027590424829691666 0.021658128119663417 -0.12243022682966867 -0.077846936192077595 0.080490232940091125 -0.092398363848576276 0.022541979508540019 0.080784774639527934 0.033606629495591983 -0.088058590588251856 -0.10679388364509607 0.0024639171058295538 -0.046411369380827752 0.0021295472019689388 0.023392605993657823 -0.080239463544415857
leaf_weight=11.145548286707932 0.12687896215356831 0.48380974962492418 0.22219451687124125 0.17751408221374765 0.54531033758394176 1.7213556594797412 0.54749177342728206 0.60341646440792807 0.18382355777430348 1.4964971829804765 0.49002716053973905 0.55379878042731434 2.6988528763640147 0.29990657442249358 3.4369020293716783 0.11050913459212097 0.14981280599022273 0.15187923242355339 0.1375567428898421 0.14338896093087772 0.33566823614819441 0.16876493043525898 0.28853512096486589 0.24762249237392098 0.09919571223076673 0.11761350855113051 0.20783805925225352 55.028920121050874 0.25381965409360496 0.63961089087933942
leaf_count=435 31 22 26 39 56 37 45 29 12 125 37 6 78 23 245 27 59 73 7 200 22 195 17 32 31 14 29 2014 34 34
internal_value=-8.1962e-06 -0.00351079 0.00819882 -0.00711347 -0.0129944 -0.0292178 0.00604811 0.0127176 0.0465206 -0.0183263 -0.0322352 -0.0619955 -0.0023342 -0.0428349 -0.0043406 -0.0594281 -0.00667548 -0.0434673 -0.00259594 0.00565291 -0.00351124 0.00873703 -0.00520972 -0.0244109 -0.0121122 -0.0475243 -0.0908472 0.00081414 -0.00519845 -0.0507981
internal_weight=82.8141 15.7462 3.70476 12.0414 9.28724 5.01483 4.27242 2.75416 1.00405 4.26168 2.76518 1.04383 3.22095 0.522101 3.72493 0.288023 1.75011 0.439249 0.289436 1.31086 1.18398 1.04059 0.871826 0.583291 0.400633 0.216809 0.753148 67.0679 12.039 0.893431
internal_count=4034 1517 149 1368 646 290 356 722 86 205 80 43 127 49 311 66 636 139 80 497 466 266 71 54 57 45 85 2517 503 68
is_linear=0
shrinkage=0.1


Tree=274
num_leaves=31
num_cat=0
split_feature=2 4 0 2 2 3 2 3 2 4 2 1 4 4 4 2 1 3 3 0 2 2 3 3 3 0 1 2 3 3
split_gain=0.0209264 0.192779 0.0407679 0.0364234 0.0942473 0.0958782 0.118457 0.122189 0.0691406 0.0527028 0.130221 0.0549243 0.0503545 0.205881 0.14682 0.100333 0.165055 0.157094 0.135716 0.0698345 0.0451522 0.0431598 0.0649638 0.0353256 0.0732644 0.0352788 0.147024 0.153097 0.117822 0.120378
threshold=0.26941000000000009 39.051326806600009 93.953546284800012 0.20167500000000002 0.22598000000000004 0.11278000000000003 0.26336000000000009 0.087555000000000022 0.19040000000000004 34.466665687600006 -0.117885 69.563854125350005 37.038444968100009 36.79544512155001 36.364346611650006 -0.10290999999999999 67.074341896550024 0.091275000000000023 0.10371000000000001 93.805681087600007 0.058065000000000012 -0.116995 -0.085699999999999998 0.12084500000000002 0.085820000000000021 87.350693116400024 62.116825104000007 0.15844000000000005 -0.11223 -0.10055499999999999
decision_type=2 2 2 2 2 2 2 2 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 8 -5 6 7 -6 9 10 -1 -12 13 14 15 16 23 -17 -19 -16 21 -13 -23 24 -11 -14 -27 28 -28 -30
right_child=1 -3 -4 4 5 -7 -8 -9 -10 12 11 20 25 -15 19 17 -18 18 -20 -21 -22 22 -24 -25 -26 26 27 -29 29 -31
leaf_value=-0.075916587910950059 0.044237113718889172 -0.10392115063786618 -0.006243025357224586 0.049509989897298087 0.021675450128681786 0.030465887786439928 0.0050323337286672619 -0.10744096666010231 -0.034728925638149957 -0.038576963963137138 0.07081741213611574 0.038259748622815448 -0.0017000736726781188 -0.056315223308862385 0.084429483953460449 -0.0028663365944900619 -0.011333770695160153 -0.10844895409682914 -0.020194805727612314 0.012717337421255234 0.065783799549121419 0.046942871054906854 -0.10341348537410266 0.10233971059441774 0.099050320812367545 0.034665025316882536 -0.056399530331025377 0.064742809898721984 0.059360079937118629 0.00068813948745466815
leaf_weight=0.10803944578009705 0.21398404276624094 0.19436397292429319 0.6339654127277754 0.53099434737623541 0.10765616953995027 0.69924056716263283 0.75632485305595765 0.22963240743865754 0.57559509210841397 0.069234618100381562 0.33737110866058628 0.095510352402925491 37.441876031574338 0.80381834613126546 0.26351833072840225 1.6184732323474689 0.67330258108074759 0.31354971193559311 0.39219649587289496 0.28017294139738169 0.11044061714665077 0.044196041882059944 0.08214902653247691 0.19118158333003521 0.08764511055778712 1.3827862471807737 0.35758353626617534 0.37741201263270241 0.35342763488732387 33.099096734739931
leaf_count=146 17 71 78 30 38 6 15 19 17 41 29 3 1200 38 13 39 56 26 18 41 10 10 45 6 5 35 186 24 16 1756
internal_value=-1.45805e-05 -0.014094 0.00649588 0.000165743 0.0125052 0.00154538 -0.016946 -0.0662294 -0.000196963 5.6295e-05 0.0259591 0.042395 -0.000202951 -0.0102436 -0.000721719 -0.00855418 0.0175695 -0.0200341 -0.0594045 0.0474751 0.0135385 -0.0124695 -0.0508182 0.073481 0.0383122 0.000442444 0.00269769 0.00140471 0.000697683 0.00130801
internal_weight=82.4247 1.04231 0.847949 81.3824 2.32385 1.79285 1.09361 0.337289 79.0586 78.483 0.777707 0.669667 77.7053 4.69309 3.88927 3.34558 1.02136 2.32422 0.705746 0.543691 0.332296 0.221855 0.126345 0.348061 0.15688 73.0122 35.5703 34.1875 33.8101 33.4525
internal_count=4034 166 95 3868 108 78 72 57 3760 3743 243 97 3500 283 245 191 108 83 44 54 68 58 55 52 46 3217 2017 1982 1958 1772
is_linear=0
shrinkage=0.1


Tree=275
num_leaves=31
num_cat=0
split_feature=4 4 1 2 4 2 4 0 4 0 1 1 2 0 1 1 1 4 0 4 4 1 4 0 2 2 1 2 1 0
split_gain=0.0225814 0.0779054 0.109472 0.24521 0.155696 0.131137 0.188127 0.0742346 0.226003 0.124282 0.122838 0.186982 0.122088 0.0814146 0.103244 0.120027 0.340846 0.0749864 0.201439 0.096869 0.168283 0.0704266 0.0703563 0.0766791 0.0700953 0.067323 0.238046 0.152301 0.279589 0.151073
threshold=42.141702038450013 41.827117825850003 62.837331883000012 0.061925000000000015 41.975471476700008 -0.087304999999999994 42.006870117350005 86.643628628100018 42.686561923500008 85.764502819450016 62.154463517850012 62.272755675600003 -0.06828999999999999 87.638358136350021 61.966271448700006 62.020040611300011 62.095317438950012 43.047778594550003 86.382848189450016 44.169240047700008 43.631818398850008 62.030794443850006 44.421469061800003 84.226704768850013 -0.098419999999999994 -0.083064999999999986 63.530954080650012 -0.053159999999999992 76.279622535200005 89.705782438650019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 -3 -4 -7 8 9 -2 12 -12 13 14 -9 -16 -17 21 19 20 24 -10 -21 -24 -19 26 -13 28 -27 -28
right_child=7 2 3 -5 -6 6 -8 10 17 -11 11 25 -14 -15 15 16 -18 18 -20 22 -22 -23 23 -25 -26 27 29 -29 -30 -31
leaf_value=-0.0002901454724154194 -0.020800254901917004 0.017302274943721451 0.029466812346522576 0.09906668046969036 -0.020152296560346759 -0.11047633393471074 0.050490038196432496 0.0014956720749288819 -0.00862849756007757 -0.10245202111906276 -0.053427830472762228 0.067612832910575002 0.058934508768426257 -0.022311450507839961 0.10240403504201859 -0.10813770746036355 0.10180889985481945 0.058397321804183645 -0.11787093159105498 0.06358883018750762 -0.10402620094214098 0.029971421974084089 0.0095871180666966694 -0.07320036345089545 -0.022134548647479133 -0.1112025224001934 -0.1077533023404522 -0.00036243049187635471 -0.00012179501892457268 0.0035301216020263665
leaf_weight=56.94532520928297 0.35140516955471213 3.040858932223272 0.93472957955827918 0.42387477941156237 1.7477585242268103 0.18198676498741417 0.12080493286339333 1.0613499656319625 0.96145958187571501 0.39702660345938057 0.71768582612275977 0.60370109975337927 0.60793671756982703 0.62315684929490078 0.27214739471673954 0.13537973817437887 0.18033662182278931 0.13064917466363113 0.18034778698347498 0.20627893010350806 0.242023109483398 0.92977652356603357 0.95017506652993666 0.12681011749373283 0.62572176014646252 0.37295570278001822 0.12729891595245169 5.5014007358020356 0.57738104248835498 2.9256058340928206
leaf_count=2167 61 41 35 16 36 35 14 5 45 45 7 14 6 11 4 14 51 29 7 15 56 33 158 25 85 27 16 299 37 640
internal_value=-1.31146e-05 0.000889649 0.0113057 0.0334234 0.00363204 0.0109394 -0.0462555 -0.00305602 -0.0133536 -0.0641147 0.000776879 -0.00410616 0.0191304 0.0084815 0.0201166 0.0537356 0.0117834 -0.00462651 -0.0161296 -0.00808768 -0.0314478 0.0103481 0.0100867 -0.000160732 -0.00822415 -0.000604353 0.0102359 -0.00674823 -0.043715 -0.00111013
internal_weight=82.2033 63.3953 6.45001 1.6614 4.78862 1.23752 0.302792 18.808 5.10167 0.748432 13.7063 10.826 2.88031 2.27237 1.64921 0.587864 0.315716 4.35324 2.46201 2.28166 0.998394 1.89124 1.28326 1.07699 0.756371 10.1083 3.65661 6.45174 0.950337 3.0529
internal_count=4034 2344 177 100 77 84 49 1690 559 106 1131 1040 91 85 74 69 65 453 375 368 170 78 198 183 114 1033 670 363 64 656
is_linear=0
shrinkage=0.1


Tree=276
num_leaves=31
num_cat=0
split_feature=4 3 0 4 2 3 2 2 2 4 4 2 1 3 3 0 0 2 3 2 4 4 1 1 4 4 0 4 1 1
split_gain=0.0236302 0.0763621 0.041142 0.0286745 0.0612601 0.0495774 0.0763453 0.0425069 0.0268713 0.184181 0.169059 0.123671 0.111865 0.0977574 0.102586 0.0854155 0.0578044 0.0547764 0.186351 0.164353 0.102701 0.0937432 0.0790846 0.226701 0.163172 0.107855 0.0747653 0.0555159 0.0522266 0.173842
threshold=32.724174661450007 0.088555000000000023 92.805574663100018 34.654301448200009 0.19040000000000004 0.094375000000000028 -0.094519999999999993 -0.11347 -0.50001499999999999 39.577821550850011 40.340071172300007 -0.58287999999999995 78.285212300550015 0.096010000000000026 0.092465000000000033 98.142164052000012 101.18549865570002 -0.16276499999999997 0.088435000000000027 -0.15076499999999998 38.969453495950006 39.792680591700012 62.030794443850006 67.649671936450019 48.226196960950006 48.96897326980001 92.805574663100018 48.96897326980001 58.167480110400007 61.622148808000013
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 9 12 -11 13 -5 14 -12 -13 -14 18 20 26 -10 -20 24 -24 -22 -25 -19 -26 -21 -30
right_child=3 -3 -4 8 -6 7 -8 -9 17 10 11 15 16 -15 -16 -17 -18 19 21 28 22 -23 23 25 27 -27 -28 -29 29 -31
leaf_value=-0.10032593100404803 -0.067585720809547709 -0.07428817086022714 0.060665743606561955 -0.10437469136987097 -0.036263264973061586 0.086090764471001446 0.052217823972900979 0.023167102875504463 -0.07717453406183182 0.050494100809076653 -0.003048105390406947 -0.10824651467713081 0.072246414200720296 0.036613431104169626 -0.082086753064222528 0.044531042354040262 -0.071383891115193318 -0.026994235887427866 0.0066937324151081674 0.037193549258652848 -0.10275473325001948 0.074549041878036557 0.081210721270955188 -0.10467564810207236 0.028487700935126977 0.06168624086584798 -0.10470028480131131 -0.021988926944232365 -0.052205796460079668 0.00038135145093952188
leaf_weight=0.01911214858131316 0.10497186026179861 0.15830070582819644 0.093681920135210817 0.29414906920192097 0.1613390250786324 0.19864982147782939 0.10783309907765115 0.23360660010894208 0.17564755716466551 0.53065977145979593 0.72230749384641535 0.19914489307154726 0.06672836490906775 0.42959556612368033 0.21253079557300225 0.044833167834894994 0.048303035543995065 0.33556578191928466 0.31004453631794593 0.37812029938186142 0.16860882675518929 0.59301088509710098 0.35562757501611475 0.13054101429150933 0.46209394186735153 0.055555077065946534 0.19622429891951754 0.4123006533482112 0.63401467220819441 74.039559152248387
leaf_count=68 38 55 75 45 19 20 26 23 62 29 72 97 4 32 17 16 49 10 30 182 134 35 21 96 19 6 262 33 61 2398
internal_value=-1.3029e-05 -0.029488 0.0333869 8.48919e-05 0.0188485 0.0326327 -0.00687855 0.0520846 -0.000102384 -0.010208 0.00155032 -0.0145976 -0.0716772 -0.00287201 -0.0210171 -0.0801723 0.0119344 0.000226725 0.0143214 -0.000269948 -0.00462381 0.0512524 0.00341755 0.0344148 -0.012682 -0.0550118 -0.0556669 0.00468661 0.000122575 -6.51388e-05
internal_weight=81.8727 0.271095 0.112794 81.6016 0.8064 0.645061 0.212805 0.432256 80.7952 2.54825 2.13907 1.60841 0.40918 1.36443 0.934838 0.243978 0.115031 78.2469 2.66343 75.5835 1.76037 0.903055 1.58473 0.541724 1.043 0.186096 0.53179 0.874395 75.0517 74.6736
internal_count=4034 198 143 3836 126 107 64 43 3710 361 263 234 98 121 89 113 53 3349 436 2913 371 65 309 123 186 102 272 52 2641 2459
is_linear=0
shrinkage=0.1


Tree=277
num_leaves=31
num_cat=0
split_feature=4 2 2 0 0 4 2 3 2 3 4 0 2 0 0 1 3 4 3 3 0 0 3 0 3 1 3 3 3 3
split_gain=0.0207099 0.0567069 0.309987 0.148358 0.283871 0.102267 0.100257 0.0831122 0.145167 0.132038 0.285642 0.0757246 0.0892125 0.069478 0.0694141 0.229975 0.0666821 0.140894 0.0617737 0.253198 0.110641 0.25999 0.0787939 0.1178 0.151588 0.0995926 0.0695071 0.216485 0.0826097 0.14057
threshold=42.488347682450005 -0.096529999999999991 -0.089795 86.20003303655001 85.683849075550015 42.719328117250008 -0.098419999999999994 0.09450500000000002 -0.078504999999999991 0.087555000000000022 43.182896969600009 71.131225215400022 -0.101395 67.144241807950024 87.48511602295001 62.095317438950012 0.081155000000000019 43.218894539100006 0.085820000000000021 0.087125000000000022 97.39208423365001 87.278104746850019 0.080770000000000022 89.415428960600011 0.084090000000000012 55.782817748650011 -0.55648999999999993 -0.25095999999999996 -0.15572 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 -3 4 5 -4 11 9 -9 14 -11 -2 18 -7 15 -5 -16 -18 22 -20 21 -21 25 -24 -25 -13 -27 -28 -29 -30
right_child=1 2 3 7 -6 13 -8 8 -10 10 -12 12 -14 -15 16 -17 17 -19 19 20 -22 -23 23 24 -26 26 27 28 29 -31
leaf_value=0.00074506038595862365 -0.077608268737941105 -0.089126644264033758 0.080902656582446705 -0.0052264813563575614 -0.10304807115401336 0.096039106949536129 0.055774566059697099 0.044040748331604651 -0.0032598746995033826 -0.04816096578287344 0.025004907661795885 -0.1062344894093103 -0.026115660122187967 -0.10040586348395227 0.00050282963764125034 0.077830215364553132 0.010325032520045173 -0.10902210676840036 0.10121429043097917 0.043514378700763356 0.058141209134478671 -0.07977420906811529 -0.11781109801332329 -0.072978180723255834 0.077003469298106655 0.071665831126307547 -0.10447701086577368 0.074966771902730031 -0.076029238666838778 0.043621405971619599
leaf_weight=66.465834967531379 0.11652062057419188 0.44186643899411038 0.16048142261388321 1.0628116282168756 0.39495509956032038 0.024188287439756095 0.37840017825556049 1.0207569354679438 1.7807412619255272 1.6902879613726329 0.77973028964049707 0.0664793099167581 0.75851857292900682 0.070415947469882667 2.7768056782134356 0.48573422827757884 0.22067933379366866 0.1792740349816313 0.35012054284226202 0.33558253652881831 0.2523411241110125 0.34885675602708943 0.12915092168259423 0.14180957534233585 0.12841101785045339 0.20857236935989876 0.14399695233430465 0.25916152078286758 0.14703012745212563 0.29558800601395974
leaf_count=2517 63 67 16 16 50 2 18 11 38 33 86 5 20 142 98 57 19 78 22 20 31 54 59 73 7 17 30 42 57 286
internal_value=-1.54424e-05 -0.00335207 -0.00705438 -0.00364822 -0.0499402 0.0322881 0.0067584 -0.000638096 0.0139746 -0.00632756 -0.0250641 0.00172118 0.00431358 -0.0501791 0.00346644 0.020826 -0.00499567 -0.0431708 0.012536 0.0286592 0.00154178 -0.0193255 -0.00111281 -0.0392525 -0.00170568 0.012477 0.0199621 0.00721172 0.0301289 0.00387552
internal_weight=81.6151 15.1493 11.0887 10.6469 0.650041 0.255086 4.06054 9.99682 2.8015 7.19532 2.47002 3.68214 3.56562 0.0946042 4.7253 1.54855 3.17676 0.399953 2.8071 1.2869 0.93678 0.684439 1.5202 0.399372 0.270221 1.12083 1.05435 0.845777 0.70178 0.442618
internal_count=4034 1517 713 646 210 160 804 436 49 387 119 786 723 144 268 73 195 97 703 127 105 74 576 139 80 437 432 415 385 343
is_linear=0
shrinkage=0.1


Tree=278
num_leaves=31
num_cat=0
split_feature=1 2 1 4 3 4 1 1 2 2 2 0 1 2 1 3 0 1 0 0 1 2 4 1 1 3 0 4 2 2
split_gain=0.0200177 0.140079 0.0988913 0.0434202 0.0523679 0.0619392 0.0423072 0.037746 0.0242988 0.138928 0.109794 0.198885 0.26725 0.237775 0.0724178 0.154044 0.43383 0.335208 0.114851 0.131582 0.118637 0.296304 0.0661752 0.0614171 0.339299 0.266659 0.124737 0.12555 0.0901996 0.295276
threshold=81.479100559500012 -0.085584999999999994 83.740093847200015 38.903925214650009 0.086230000000000015 38.969453495950006 87.030766598900016 87.33187390945001 -0.06483499999999999 -0.068964999999999985 -0.054619999999999995 85.963448721100022 70.171445662850019 -0.059754999999999996 61.93938686740001 0.10301500000000002 86.643628628100018 60.613977009100005 86.329079026800017 86.135510041400025 62.046925192600007 -0.011675 40.750688432250008 63.705703859100005 66.45599652655001 0.087125000000000022 88.098084476650016 41.50623664750001 -0.016334999999999999 0.048475000000000011
decision_type=2 2 2 2 2 2 2 2 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 -5 -3 -8 9 -1 11 -10 -13 -14 15 16 17 22 19 20 -16 -22 -12 26 25 -25 27 -20 -26 -30
right_child=1 6 -4 4 -6 -7 7 -9 10 -11 14 12 13 -15 18 -17 -18 -19 23 -21 21 -23 -24 24 28 -27 -28 -29 29 -31
leaf_value=-0.00066727251242522032 -0.02936620702954168 -0.10254171308157636 -0.10212679803973741 0.10089532284315626 0.093743746767088118 -0.10145428843091851 0.094611997877228488 -0.10055261850915342 -0.036494401608364209 -0.044287721554982958 -0.10368520400388653 0.057230277124918016 -0.10815453043270516 0.040975977911202797 0.0055835778392657985 -0.0061168479773950962 -0.11654033454838893 0.090954950276868313 0.015541899963999349 -0.048951275854489003 -0.11258541139991647 0.04075773266128966 0.0070550742791297139 -0.0094133333444750833 0.013259629516175382 -0.090661871596256258 0.031775780375531734 -0.018346861057360702 -0.052823631409188138 0.0027394133613621529
leaf_weight=46.177233292151278 0.062972794729830639 0.17769844906762955 0.05499689898589466 0.02659626305103302 0.1657122855540365 0.035079715543133716 0.023070733433996793 0.017371833741492537 0.45454237995727398 0.74187515708400198 0.10734067544398163 1.4802502845413981 0.21077640052862989 0.21696736173180386 1.95646481723816 1.4310456884504672 0.15189372235909093 0.88608185154589592 2.5363827883265939 0.98148008692078281 0.3003906628237023 0.2170700306385237 0.10851175694028825 0.92727270955220109 5.5445720209900289 0.71574898948892951 1.85813777660951 1.9213228544685987 1.0498354919982276 10.750490425393762
leaf_count=1980 29 155 398 1 10 80 5 282 22 35 21 43 12 31 42 24 3 30 41 25 33 36 137 23 81 22 43 17 76 297
internal_value=-1.54059e-05 -0.0187977 0.0208277 0.0441163 0.0644666 -0.0141959 -0.0815322 0.0107803 0.000115703 -0.00135699 0.00215961 0.0229503 0.0371118 -0.0325101 0.000597506 0.016304 0.0418939 0.0637329 -0.000868808 -0.0179698 -0.00567853 -0.0482594 -0.0480147 0.00146645 -0.00137493 -0.0448076 0.0100088 0.000935451 0.0027393 -0.00220384
internal_weight=81.2892 0.563499 0.345358 0.290361 0.227388 0.061676 0.218141 0.0404426 80.7257 46.9191 33.8066 2.36254 1.90799 0.427744 31.444 2.68487 1.25383 1.10193 28.7592 3.45541 2.47393 0.517461 0.215852 25.3038 18.9879 1.64302 6.31584 4.45771 17.3449 11.8003
internal_count=4034 960 518 120 91 81 442 287 3074 2015 1059 108 86 43 951 215 191 188 736 136 111 69 158 600 499 45 101 58 454 373
is_linear=0
shrinkage=0.1


Tree=279
num_leaves=31
num_cat=0
split_feature=4 3 0 1 4 0 3 0 2 4 4 2 3 1 1 0 0 2 3 2 4 4 0 1 1 4 2 4 2 2
split_gain=0.0203047 0.0650821 0.0429407 0.0346052 0.0262115 0.0477241 0.127506 0.07161 0.024322 0.161141 0.150761 0.151049 0.112117 0.105718 0.0567928 0.113731 0.0511266 0.0468301 0.15359 0.138935 0.0892396 0.0885007 0.072925 0.0699061 0.194234 0.150749 0.0657551 0.0436754 0.0347413 0.270526
threshold=32.724174661450007 0.088555000000000023 95.262825394300009 67.940025414550021 34.654301448200009 97.752337623100019 0.11531000000000002 91.937202686950016 -0.50001499999999999 39.577821550850011 40.098777110850008 -0.59260499999999994 0.09914000000000002 78.285212300550015 72.378669787950017 87.278104746850019 101.18549865570002 -0.16276499999999997 0.088435000000000027 -0.15076499999999998 39.792680591700012 38.969453495950006 92.805574663100018 62.030794443850006 65.611820673600008 48.226196960950006 -0.18231499999999998 48.96897326980001 -0.117885 -0.11103999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -7 -2 9 13 -11 12 -12 -6 15 -13 -15 18 21 22 -20 -10 -19 25 -25 -23 -26 -27 -21 -30
right_child=4 3 -4 -5 8 6 -8 -9 17 10 11 14 -14 16 -16 -17 -18 19 20 28 -22 23 -24 24 26 27 -28 -29 29 -31
leaf_value=0.061425910974017776 0.00012956929113855213 -0.0035141857029696109 -0.10156411400305315 -0.10454525494500272 -0.10396223721438491 -0.10152611905193194 0.073961954973874408 0.069026820695639132 -0.073380683768685062 0.064684282044600014 -0.016768078068866772 -0.10934968550238794 0.042206402489725438 0.071080541873760908 -0.10424840907863971 0.05640638813672566 -0.069144215060692876 -0.024571262171391283 0.0043894995274525121 0.0062941412927571315 0.071736313767838233 -0.10253254478357465 -0.1042431366945455 0.090103234186084985 -0.078326208975176836 0.027074405790162216 0.034111436961549578 -0.019368858996030552 -0.039166955418311625 0.00041757921099984494
leaf_weight=0.087874931360626074 0.33207285288562971 0.051306133566868084 0.019807320517902127 0.099944413876585259 0.26717921026920466 0.09942649361983058 0.070947242726106197 0.27644627378322184 0.16668784278135662 0.31512537736216506 0.89406219257250563 0.081143402119777774 0.50412678625616536 0.063318177708424628 0.19686372763896998 0.084502102530677803 0.044118610929103852 0.32702703657559951 0.30464102449150221 8.1058124567944088 0.55557405285799177 0.15492238710658035 0.17710247829192838 0.27521716989576817 0.13740232815223408 0.42810248024761677 0.08369375766022813 0.38420728588243946 1.7739090964890198 64.553167538139618
leaf_count=72 46 14 71 41 45 64 6 10 62 18 64 82 27 4 59 13 49 10 30 314 35 134 262 15 92 19 16 33 47 2280
internal_value=-1.4042e-05 -0.0279722 0.0314452 -0.0702742 7.57123e-05 0.0183315 -0.0284492 0.0314291 -0.0001023 -0.00991102 0.000982769 -0.0104184 0.00449558 -0.0702757 -0.0679411 -0.0247912 0.0134976 0.000208128 0.0136985 -0.00024021 0.0478858 -0.00434087 -0.0525603 0.0035223 0.0340323 -0.0121332 -0.035764 0.00510761 0.000114151 -0.000641104
internal_weight=80.9157 0.258933 0.107682 0.151251 80.6568 0.778893 0.170374 0.608519 79.8779 2.45044 2.07582 1.7607 1.39819 0.374616 0.362509 0.165646 0.107437 77.4275 2.49045 74.937 0.860215 1.63023 0.50413 1.46355 0.496313 0.967232 0.221096 0.81231 74.4329 66.3271
internal_count=4034 198 143 55 3836 126 70 56 3710 361 263 245 91 98 154 95 53 3349 436 2913 65 371 272 309 123 186 108 52 2641 2327
is_linear=0
shrinkage=0.1


Tree=280
num_leaves=31
num_cat=0
split_feature=1 4 4 1 3 1 4 2 3 4 4 2 2 0 2 2 1 3 3 2 4 2 4 2 1 2 2 1 3 1
split_gain=0.0201396 0.0821806 0.0998604 0.08631 0.0799988 0.0731104 0.188145 0.227889 0.0464077 0.0656119 0.0230362 0.108114 0.0830567 0.0979805 0.0285401 0.178342 0.142478 0.112806 0.134011 0.102027 0.0868373 0.0610583 0.159175 0.120675 0.206129 0.0379032 0.170904 0.214613 0.164 0.095131
threshold=58.167480110400007 41.898943182100005 44.952171034750002 57.041016153700006 0.10507500000000002 61.622148808000013 35.171584490050009 -0.016334999999999999 -0.25095999999999996 48.86568841230001 33.96174662340001 0.15844000000000005 0.10957500000000002 94.114853772600014 0.20167500000000002 0.22598000000000004 67.300172379550006 0.097015000000000032 -0.096414999999999987 0.17076500000000003 37.311503175250003 0.13006000000000004 39.952536079750011 0.086310000000000026 66.590419433100024 0.048475000000000011 0.0023400000000000005 62.132955852800002 -0.046510000000000003 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 3 -3 4 -1 6 -2 -8 -4 -10 11 12 13 -7 19 -16 20 18 -18 21 -17 23 -23 25 -25 26 -12 -28 -29 -27
right_child=5 2 8 -5 -6 10 7 -9 9 -11 14 -13 -14 -15 15 16 17 -19 -20 -21 -22 22 -24 24 -26 29 27 28 -30 -31
leaf_value=-0.10040268841817346 0.077414146865522532 -0.10165408451957902 -0.017567156092463294 0.078803568336967555 0.10073131503879806 0.022470675271087495 -0.092313249988245971 0.036285060639345175 0.075004078370436225 -0.0035396271259768015 0.00039288256173581259 -0.088667107279062518 0.1015097405691128 -0.10273055475996301 0.068719382318355102 0.10144578927781162 0.0047043591894216814 0.001471333444029191 -0.10313160946397903 -0.031230561012128722 0.0088478796705678785 -0.029801705423919619 0.077530707111705524 0.032445234527638915 -0.10578737790023535 0.02790564042180084 -0.0069257293450205697 0.024099866090307353 -0.10783167240915224 0.001306243472477506
leaf_weight=0.059777804101030396 0.13360496605946437 0.093503724364609297 0.39237989148591623 0.28462710472376784 0.029550195205956697 0.20915711226825706 0.44971412480754225 0.19868065411401403 0.18503541138125001 0.2501209918409586 62.805722793531118 0.1625413400281559 0.077064829909431865 0.089147722191682988 0.43852868519024868 0.1995632206089798 0.21217847075149698 1.7813180279099468 0.25225038780524711 1.0422068922343886 0.20562893870146581 0.23646825112700653 0.33238420267480251 0.17769459722330694 0.27454339668409489 1.6862042091379388 1.2057838946566324 0.11835044427152741 0.46212525275029748 6.6360282787518372
leaf_count=95 51 127 28 29 2 39 67 26 31 23 2690 57 4 95 24 10 30 36 74 39 37 22 28 10 110 19 24 12 100 95
internal_value=-1.54052e-05 0.0123548 -0.00369686 0.0518897 -0.0338664 -0.000217194 -0.0306426 -0.0529082 0.00737137 0.0298584 8.54928e-05 -0.0205378 0.00896326 -0.0149454 0.000227595 0.00964688 -0.000125119 -0.00997259 -0.0538658 -0.000160529 0.0544537 0.000277441 0.0329133 2.43957e-05 -0.0514726 0.000343797 -0.000474597 -0.0309756 -0.0809328 0.00669566
internal_weight=80.6819 1.295 0.92104 0.373955 0.089328 79.3869 0.782 0.648395 0.827536 0.435156 78.6049 0.537911 0.37537 0.298305 78.067 3.08947 2.65094 2.24575 0.464429 74.9775 0.405192 73.9353 0.568852 73.3665 0.452238 72.9142 64.592 1.78626 0.580476 8.32223
internal_count=4034 335 209 126 97 3699 144 93 82 54 3555 195 138 134 3360 211 187 140 104 3149 47 3110 50 3060 120 2940 2826 136 112 114
is_linear=0
shrinkage=0.1


Tree=281
num_leaves=31
num_cat=0
split_feature=4 4 1 3 1 3 0 2 0 4 0 2 1 0 0 2 0 2 2 0 4 3 2 0 3 1 4 4 0 4
split_gain=0.0192168 0.046477 0.133478 0.157049 0.176403 0.126449 0.198996 0.190229 0.165785 0.142775 0.136159 0.0939271 0.0847428 0.0496448 0.18226 0.0651987 0.0616505 0.142313 0.131106 0.126755 0.0934266 0.0859675 0.193795 0.0620644 0.0460534 0.0445015 0.0436762 0.0556831 0.0365403 0.144869
threshold=42.558389508100007 43.157831852650006 61.987779113750001 0.10249000000000003 61.977025281250008 0.087555000000000022 86.89903215050002 -0.06828999999999999 86.420486603250012 42.779078631750004 90.767723400200012 -0.011675 76.830756451950009 86.692020874450009 86.382848189450016 -0.088224999999999984 96.163458868000006 -0.082424999999999998 -0.22094499999999997 96.741477366050006 43.272784938550004 0.085235000000000019 -0.086719999999999992 91.394134144600017 0.087795000000000026 57.772276765200012 43.961868063600001 49.283271594150008 101.55650587770002 42.283941020600004
decision_type=2 2 2 2 2 2 2 2 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 4 -2 6 8 9 -4 -7 -8 -9 -12 14 15 -3 17 18 23 -18 -21 26 -23 -15 -22 -17 -20 -28 -1 -30
right_child=1 13 5 -5 -6 7 10 11 -10 -11 12 -13 -14 16 -16 25 19 -19 21 20 24 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.00022270789873525597 -0.10290257916596411 0.0012052238953480132 -0.01657525739785216 0.099664910568790385 0.090906855689295157 0.003067398708524851 -0.063279653987218715 -0.11535566327108954 0.10241123595561628 -0.046579057880073715 0.048503149747965497 -0.033516796196925956 -0.018131086227945827 0.042544259633121043 -0.11445408162226665 0.0396132536372392 -0.10597674253926011 0.0019527738118520139 0.10362516000638143 -0.080325621185404511 -0.001658976926686023 -0.036458156294838596 0.1015984707730069 -0.10163789040847304 0.045828787034884758 -0.10144188660474129 0.072822002776992925 -0.10105205977471982 0.0035668380344993028 0.078440828384354414
leaf_weight=64.701963300069934 0.11387909728546119 1.8867962702190657 0.18491152598016913 0.22638031141832471 0.079922611359506845 1.5162439971110195 0.40513732493855037 0.32430518055662105 0.31929897284135222 0.93737544768919168 0.31273067836809787 0.2470892843994078 0.48974303762611271 0.047155811893844879 0.15995852986816306 0.028457862258163158 0.12359081206705047 2.8145249149067695 0.37842747056856751 0.14037560829865503 1.638788128819513 0.22538097784854472 0.18525367230176926 0.081375391358051274 0.23329206526895507 0.10449100069990891 0.071979293275944656 0.024752225890551927 2.088756335006408 0.29489647483160286
leaf_count=1849 51 225 39 6 2 36 22 21 53 36 22 27 37 19 7 37 15 72 11 14 355 41 4 58 105 55 57 48 678 32
internal_value=-1.78069e-05 -0.00349005 -0.0109186 0.0430985 -0.0229768 -0.0157102 0.00600924 -0.0280009 0.0587748 -0.0158994 -0.0160218 -0.0799659 0.00783683 0.00121356 -0.0117018 -0.00356404 0.0059331 0.0135265 0.0456411 -0.00767808 -0.00164127 0.0593361 0.0258247 -0.04874 0.00425878 -0.0712489 0.0882968 0.0283301 0.000670663 0.01283
internal_weight=80.3872 13.3016 5.15702 0.420182 0.193802 4.73684 1.71182 3.02501 0.50421 2.45362 1.20761 0.571394 0.802474 8.1446 2.1797 2.01975 5.9649 3.82885 1.01432 2.13605 2.01246 0.885794 0.410635 0.128531 1.87208 0.132949 0.475159 0.0967315 67.0856 2.38365
internal_count=4034 1475 352 59 53 293 173 120 92 72 81 48 59 1123 324 317 799 310 238 489 474 161 45 77 460 92 116 105 2559 710
is_linear=0
shrinkage=0.1


Tree=282
num_leaves=31
num_cat=0
split_feature=0 3 2 4 1 2 1 3 3 0 1 3 0 4 1 0 3 3 1 1 0 2 1 4 4 2 2 0 2 0
split_gain=0.023771 0.0915287 0.104716 0.109226 0.0681213 0.0782214 0.0626693 0.182197 0.0713705 0.0396116 0.0932128 0.0685282 0.0289031 0.0428911 0.0228458 0.333621 0.206764 0.212544 0.183436 0.126812 0.236774 0.311008 0.208532 0.0977203 0.0718185 0.171265 0.200371 0.145909 0.335294 0.205876
threshold=71.249517373150013 -0.23921499999999998 -0.23375499999999999 48.86568841230001 58.167480110400007 -0.23349 61.622148808000013 0.093325000000000033 0.10249000000000003 71.332859575200004 57.576019321700009 0.10828500000000003 71.131225215400022 44.952171034750002 71.096275259700022 96.039789794050009 -0.085699999999999998 -0.094699999999999993 70.776348742200014 70.171445662850019 94.773526014550015 -0.059424999999999999 70.389210771400016 48.96897326980001 39.577821550850011 -0.14429 -0.10946499999999999 89.493394246350007 -0.070909999999999987 85.425757095000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 12 5 -2 7 -6 -9 -7 11 -11 13 -4 18 16 17 -16 19 24 21 -21 -22 -18 25 -8 -27 29 -29 -28
right_child=4 2 3 -5 6 9 14 8 -10 10 -12 -13 -14 -15 15 -17 23 -19 -20 20 22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.10366702458720292 -0.0055260678001896497 0.087115731335748611 -0.10059628051427907 -0.10735067008338461 -0.091815106357843124 0.10232454384676536 -0.046705334564823814 0.055805457367270633 -0.024295531171854897 -0.1006690825035832 0.068916470496105747 0.10075787360725262 0.10074003807888894 0.098170030643566969 -0.10196512071389628 -0.00016220839980395411 -0.10193011000578985 0.10379588182825908 0.035964129384999023 -0.11410573667000984 0.068739574162411873 0.026402941920128698 -0.040065976327146209 0.04156041493211296 -0.00079245109444567882 0.055944098535881753 -0.0062747667932036054 -0.049055041147976923 0.010560003081631322 0.041972848254630282
leaf_weight=0.1066572532590726 0.37892082946927985 0.10078650052946614 0.024841883576981583 0.10530323587590829 0.2851829651240213 0.13064312189817329 0.53192569545862411 0.19531795974398847 0.25839201303915615 0.067075084405587404 0.24981463159201667 0.022574698552489281 0.044102147221565247 0.019283508692751639 0.082638924126513302 21.501380277856885 0.60959734056336756 0.12790055602090433 1.4744474597137003 0.49386837418205687 0.3382245225366205 0.23131377424579003 0.36757532009505667 0.051468291762830631 42.650986637864435 0.92102597584016521 1.5001103207105173 1.2481811791658382 3.8642240709159541 2.1548012548591942
leaf_count=97 38 33 56 16 80 2 81 19 32 83 18 1 2 2 47 1600 252 3 38 49 13 37 38 41 1118 29 35 35 81 58
internal_value=-1.41701e-05 -0.0243013 0.00445992 -0.0385854 0.000107962 0.0282824 -0.000195262 -0.0291816 0.0101872 0.0555331 0.0375254 -0.0499478 0.0434888 -0.0137322 7.8799e-05 -0.00262083 -0.0632718 0.0230326 0.00116167 0.000216688 -0.0291574 -0.0692872 0.0120745 -0.0907584 0.00101171 0.00854079 0.011574 0.00691283 -0.00399486 0.0221703
internal_weight=80.1386 0.400975 0.294317 0.193531 79.7376 0.849028 78.8886 0.738893 0.45371 0.470108 0.339464 0.0896498 0.0882275 0.0441254 78.1497 22.373 0.871605 0.210539 55.7767 54.3022 1.43098 0.725182 0.7058 0.661066 52.8713 10.2203 9.68834 8.76732 5.11241 3.65491
internal_count=4034 206 109 76 3828 142 3686 131 51 104 102 84 60 58 3555 1943 343 50 1612 1574 137 86 51 293 1437 319 238 209 116 93
is_linear=0
shrinkage=0.1


Tree=283
num_leaves=31
num_cat=0
split_feature=1 2 1 3 3 1 1 1 1 0 2 2 2 3 1 0 2 1 0 1 0 3 1 1 1 1 0 4 0 0
split_gain=0.0206777 0.129749 0.0893788 0.0385178 0.0548338 0.0539818 0.0315093 0.0317063 0.0199807 0.126698 0.118122 0.0901793 0.157854 0.0886446 0.0732092 0.0544637 0.332291 0.0789537 0.0770745 0.0678661 0.0406678 0.101584 0.0400167 0.0336611 0.0642221 0.0318847 0.0729848 0.0881599 0.39942 0.0967872
threshold=81.479100559500012 -0.085584999999999994 83.740093847200015 0.096885000000000013 0.086230000000000015 83.468559576050012 87.030766598900016 87.33187390945001 76.279622535200005 98.674478761850011 -0.14429 -0.094519999999999993 -0.59681499999999998 0.08572500000000001 75.951630643300021 101.10215645365001 -0.026144999999999998 78.962703749400006 102.03236296680001 80.882262854550007 97.521130223850008 0.088075000000000028 80.677940036650014 77.142617595050012 78.285212300550015 75.408562100950022 96.959242474650011 38.625745710700009 97.39208423365001 97.674372337300014
decision_type=2 2 2 2 2 2 2 2 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 -3 -8 14 10 13 12 -11 23 25 16 22 18 -17 -19 21 -12 -13 -10 -25 26 -1 -28 -29 -30
right_child=1 6 -4 -5 -6 -7 7 -9 9 11 20 15 -14 -15 -16 17 -18 19 -20 -21 -22 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=0.00041599129358508338 -0.10121227227997308 -0.1023741949294939 -0.10202921839803236 -0.034158817765057428 0.093907528642560412 0.092404401285374624 0.09291946750422142 -0.1005330187077848 0.10148637106214811 0.05755007874347693 -0.066389544280810897 -0.0035600377604119385 -0.10183093412230873 -0.10878380787371587 -0.032482203234241211 0.0066366889972205387 -0.10677029279341399 -0.017702929697595432 0.071535945700524461 0.01032762317196438 0.089161203058568325 0.092861503333069209 0.050605835537077905 -0.10175528842028969 0.098148534820926017 0.012162620982615405 0.0033109397061265992 -0.12132245894282122 0.0108634640953039 -0.032165615929013958
leaf_weight=65.379000470229983 0.034172962497905246 0.16174206385607703 0.050511393355026968 0.051689500669453992 0.15209594649058999 0.024887021721724523 0.018314109707716852 0.01576536901518466 0.043640680611133575 0.089272246331802307 0.066709007523967467 0.25333078079711413 0.204473529356619 0.073259662025520811 0.70314824163142375 0.38231073961651407 0.28976043843431387 1.2213808726678506 0.35099311588055571 2.949914246390108 0.35191046289401129 0.10025188378494931 0.29547419399023056 0.03582011124035489 0.029148796332265192 2.073502517767337 1.8957067187657219 0.36900163911923334 1.1583269853144886 0.95270058339247032
leaf_count=2374 85 155 398 17 14 4 5 282 1 18 45 36 119 6 16 21 24 36 29 46 10 10 5 34 16 56 44 15 12 101
internal_value=-1.70626e-05 -0.0201046 0.0198005 0.0432127 0.0621527 -0.019625 -0.0839612 0.0034272 0.000111968 0.00532106 0.0455704 0.000649078 -0.0533935 -0.0237781 -0.00037192 0.00341319 -0.0201379 0.00743985 0.0377005 0.0021201 0.0698777 0.029233 0.0256026 0.0335602 -0.0120669 -5.75825e-05 -0.000420836 -0.0129241 -0.025334 -0.00855543
internal_weight=79.7782 0.509178 0.313357 0.262845 0.211156 0.05906 0.195822 0.0340795 79.269 6.73765 0.700741 6.03691 0.293746 0.181869 72.5314 5.74316 0.838565 4.9046 0.733304 4.1713 0.518871 0.166961 0.548805 0.10861 0.0649689 71.8282 69.7547 4.37574 2.48003 2.11103
internal_count=4034 960 518 120 103 89 442 287 3074 456 122 334 137 57 2618 197 65 132 50 82 65 55 41 51 50 2602 2546 172 128 113
is_linear=0
shrinkage=0.1


Tree=284
num_leaves=31
num_cat=0
split_feature=0 3 3 2 1 2 0 1 2 2 3 3 4 0 1 4 4 4 4 4 4 1 0 1 2 2 4 3 2 3
split_gain=0.0236108 0.118795 0.121098 0.0403119 0.0456436 0.0483021 0.0472271 0.0262535 0.0611219 0.248579 0.0825716 0.12674 0.0531421 0.0431591 0.0640987 0.144681 0.116363 0.121896 0.0467952 0.211567 0.173447 0.126912 0.120994 0.139382 0.262969 0.042729 0.177464 0.07381 0.0713195 0.131815
threshold=102.89804648475001 0.090735000000000024 0.089835000000000012 -0.086139999999999994 79.40629934090002 -0.085584999999999994 103.33357670195001 80.677940036650014 0.066710000000000019 -0.041369999999999997 0.096315000000000026 0.087795000000000026 39.577821550850011 97.878695155250014 75.499969677400017 40.636252116050009 42.622319549950006 43.077238082650005 41.243661560350013 41.035283712600005 41.827117825850003 76.279622535200005 101.72856719805002 72.752365468100024 -0.090495000000000006 0.20949500000000004 40.040005255000004 0.085820000000000021 0.13747000000000004 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=7 2 3 -2 -5 -6 -7 13 9 10 11 12 -9 14 25 -16 -17 -18 19 22 -20 -22 23 -15 -25 28 27 -27 -1 -30
right_child=1 -3 -4 4 5 6 -8 8 -10 -11 -12 -13 -14 18 15 16 17 -19 20 -21 21 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.00012708240736927084 -0.10086941544332427 -0.10218798414577213 0.084250741034594748 0.094492101595078246 0.093303777475408994 -0.014399088495886191 -0.10172467529572947 0.06637047385880733 -0.0013166217643462935 0.092154015911134146 -0.021662989643142387 0.093659553509244181 -0.1031852953452615 0.0054917210339873387 -0.0026358272674924898 0.090234478758764072 -0.10559865636671968 0.06553244443131305 -0.10613630246738515 0.056612203455373877 -0.076724713147045362 0.0083511216067241704 0.042559238064230578 -0.012555071298641847 -0.10560246418418484 0.088664596843140167 -0.059876734851808167 0.021479144537007961 -0.069047155871074559 -0.0035814717991258537
leaf_weight=66.368282051169359 0.055028731065604575 0.13607528313198713 0.13755192659391469 0.038091705944679144 0.036087917207623832 0.45496807992458344 0.071689526745984722 0.026261430670274644 2.3135402388777493 0.39410867195158428 0.65874696749051509 0.17577284760773182 0.062421806390375423 1.067774039693177 0.99005858422606141 0.39810351085179718 0.073515407959348522 0.095943879979131452 0.22223038366064418 0.50005848280852649 0.22057263020724327 0.85512187804761197 0.33289262387552288 0.94231519082859494 0.44820697134491572 0.24946439638733764 0.20952067307621292 0.47461738157153377 0.42477121524825534 1.1146763667638877
leaf_count=2268 395 217 20 8 4 2 314 5 61 16 16 8 64 7 25 15 6 86 25 14 78 46 33 57 75 18 35 41 48 27
internal_value=-1.82283e-05 -0.0158628 -0.00105755 -0.0189489 -0.0114461 -0.0186169 -0.026286 0.000169098 0.00847377 0.0256682 -0.00271408 0.0444867 -0.0529754 -0.000233006 0.00037952 0.0204397 0.0606928 -0.00870824 -0.00962929 -0.003288 -0.0257094 -0.00909379 -0.0140195 -0.0216811 -0.042547 -7.43676e-05 0.0211735 0.0446262 -0.000366485 -0.0216451
internal_weight=79.5485 0.929493 0.793418 0.655866 0.600837 0.562746 0.526658 78.619 3.63085 1.31731 0.923203 0.264456 0.0886832 74.9881 70.399 1.55762 0.567563 0.169459 4.58917 3.29125 1.29792 1.07569 2.79119 2.4583 1.39052 68.8413 0.933602 0.724082 67.9077 1.53945
internal_count=4034 960 743 723 328 320 316 3074 170 109 93 77 69 2904 2569 132 107 92 335 186 149 124 172 139 132 2437 94 59 2343 75
is_linear=0
shrinkage=0.1


Tree=285
num_leaves=31
num_cat=0
split_feature=1 2 2 1 4 0 1 1 0 0 1 2 3 4 0 0 4 1 3 1 4 1 0 2 1 4 1 1 2 4
split_gain=0.0216835 0.110448 0.0776516 0.0579634 0.0427339 0.0383154 0.0266292 0.0260644 0.0178772 0.14368 0.11109 0.304803 0.152083 0.0846983 0.186334 0.281749 0.162338 0.0993801 0.085417 0.0765744 0.153749 0.142785 0.199693 0.325137 0.490192 0.225948 0.258231 0.198694 0.137391 0.413926
threshold=81.479100559500012 -0.085584999999999994 -0.62218499999999988 82.457699319000014 36.728658719300007 105.33378955095002 87.030766598900016 87.33187390945001 87.350693116400024 87.638358136350021 63.705703859100005 -0.14259499999999997 0.10661000000000002 39.664548207900005 85.812895065800021 85.667718326750006 40.241071441700008 61.998532946250002 0.41214500000000009 61.993156030000002 40.467253020850002 62.009286778800011 86.420486603250012 -0.086719999999999992 62.084563606450011 42.141702038450013 62.068432857650002 62.116825104000007 -0.067109999999999989 42.67709657435001
decision_type=2 2 2 2 2 2 2 2 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 -8 10 -10 13 12 -12 14 15 -1 17 -15 19 20 -18 -21 25 -24 -25 26 -23 -27 29 -26
right_child=1 6 3 4 5 -7 7 -9 9 -11 11 -13 -14 16 -16 -17 18 -19 -20 21 -22 22 23 24 28 27 -28 -29 -30 -31
leaf_value=0.0065061808093706437 -0.10228393488865882 -0.1020058234667709 -0.10112812099932729 -0.10151142689539186 0.084190063722197672 -0.10014212200312921 0.091501124236230955 -0.10043260793877139 0.046647385470493657 0.00076902126253975648 0.058101099804978407 -0.11176475926771179 -0.10306703784142718 -0.0053444284225521695 0.039507180545676687 -0.10915964682583357 0.056746786611217015 -0.036279092956483468 0.03084119134628871 0.026625153722087364 -0.010250326493670201 0.0056054355317121203 0.0017624072510414911 -0.10974320765311468 -0.11455072023833697 -0.0027853904309704347 0.04955391115661735 -0.081701850693795403 0.012092381628638774 0.064684923297920652
leaf_weight=2.2722853226930506 0.045102284919344982 0.14433064329920853 0.025380242156643362 0.015297901517524082 0.17512159462972932 0.012052481968623852 0.015476224114536308 0.013034206277581006 0.69425154644920795 40.748685651253822 0.27139514246871954 0.32278203917439796 0.074654801494034473 2.0636640316006369 1.5960070258006451 0.23210889101028431 0.35540630185278743 2.0905304483603686 0.88435299845877935 2.2667900799642693 9.4559355359613146 3.8894106103107315 5.193204365670681 0.75027650478295926 0.35923241823911678 1.7391748157824625 2.0372694474644959 0.39071755485201709 0.9570898073725399 0.2009063174482435
leaf_count=225 37 155 34 70 109 268 5 282 32 1628 91 58 7 25 29 6 15 20 15 42 499 39 41 36 6 117 38 40 13 52
internal_value=-1.72723e-05 -0.0220096 0.017599 0.0413293 0.0591866 0.0723206 -0.0845605 0.00375416 0.000107073 0.00153758 -0.00147793 -0.0418666 0.0233316 -0.000742564 0.0128038 -0.0042138 -0.00244464 -0.0209118 0.000249065 -0.000731324 -0.00782342 0.00318133 -0.000243377 -0.0120319 -0.0436246 0.0106733 0.0207125 -0.0172622 -0.0109286 -0.0502638
internal_weight=79.2919 0.445796 0.272955 0.227852 0.202472 0.187174 0.172841 0.0285104 78.8461 41.4429 37.4032 0.668832 0.34605 36.7344 4.1004 2.50439 32.634 4.15419 28.4798 27.5954 9.81134 17.7841 15.5173 7.46071 2.26751 8.05657 5.92668 2.12989 1.51723 0.560139
internal_count=4034 960 518 481 447 377 442 287 3074 1660 1414 156 98 1258 260 231 998 45 953 938 514 424 382 148 107 234 77 157 71 58
is_linear=0
shrinkage=0.1


Tree=286
num_leaves=31
num_cat=0
split_feature=0 3 3 2 1 2 0 1 2 2 3 3 3 0 0 4 2 1 3 3 3 1 1 1 4 0 4 4 1 3
split_gain=0.0201139 0.107385 0.106506 0.0367997 0.0400181 0.0384534 0.0438391 0.0229466 0.0533469 0.225533 0.0692103 0.106226 0.0518482 0.0412544 0.178438 0.0675444 0.0922901 0.0437048 0.149332 0.188188 0.0999537 0.0399423 0.0348819 0.0336643 0.0641119 0.0527545 0.0641363 0.131965 0.0819832 0.0633794
threshold=102.89804648475001 0.090735000000000024 0.089835000000000012 -0.086139999999999994 79.40629934090002 -0.085584999999999994 103.33357670195001 80.677940036650014 0.066710000000000019 -0.041369999999999997 0.096315000000000026 0.087795000000000026 -0.089139999999999997 100.15850764985002 101.10215645365001 41.092444989200011 -0.076484999999999984 76.279622535200005 0.082535000000000011 0.092465000000000033 0.087245000000000031 80.468240302450013 75.951630643300021 75.408562100950022 40.750688432250008 96.959242474650011 38.625745710700009 40.340071172300007 75.077881750900005 0.085035000000000013
decision_type=2 2 2 2 2 2 2 2 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 -7 13 9 10 11 12 -9 17 -15 16 -16 22 -19 20 -20 -17 23 25 -25 -1 -27 -28 29 -29
right_child=1 -3 -4 4 5 6 -8 8 -10 -11 -12 -13 -14 14 15 21 -18 18 19 -21 -22 -23 -24 24 -26 26 27 28 -30 -31
leaf_value=0.00038341688015765111 -0.10078989146681808 -0.10199949137286689 0.082880956884940335 0.093040498606174749 0.091761488716534667 -0.01290513554762888 -0.10159660983461732 0.083786723991495338 -0.0010108389392050178 0.091112603184580379 -0.019042076387122964 0.092568152709921803 -0.102450707493461 -0.0901724105967463 -0.022931324447749288 -0.047154092158586541 0.065995378113956601 -0.10170055706582025 0.021892346160165253 -0.039848423143272714 0.1004034969750553 -0.0010971234209509349 -0.022902768299160024 -0.0054788453197956895 0.030447795785901139 0.0027267616969005432 -0.052439612057135224 -0.0023270213233266687 0.023001464893624771 -0.057930324226880117
leaf_weight=64.974104398454358 0.049172848235979671 0.12230199211379045 0.12615162344945929 0.034949419074112309 0.030547982127245632 0.45935323089361191 0.063426390077836459 0.020485744345933421 2.3085882947925711 0.36236452997013568 0.65688280770518759 0.15358244627714157 0.055304974461250822 0.27043943072157972 0.20028945451304025 0.3033930372538407 0.27965673912694888 0.090230429727852335 0.31925438393045624 0.25342662901675794 0.32953746104612947 0.49634706974029541 0.66872753187544631 0.97234518267214198 1.0154410752656984 1.8851301292925189 0.89075866207713295 0.52310475003923762 0.64701682759914547 0.3371018525067484
leaf_count=2374 395 217 20 8 4 2 314 3 61 16 16 8 66 52 27 53 24 84 32 51 11 2 11 24 24 40 23 34 9 29
internal_value=-2.11816e-05 -0.0150043 -0.00107077 -0.0176849 -0.0107383 -0.0172932 -0.0236657 0.000148964 0.00799537 0.024647 -0.00252881 0.0447622 -0.0521119 -0.000225905 -0.0163689 -0.000771773 0.0288848 0.000117326 0.0209591 0.0332262 0.0617701 -0.0185695 -0.000170302 4.30723e-05 0.0128739 -0.000325193 -0.0110747 -0.0219244 -0.00389017 -0.0241171
internal_weight=78.8994 0.885903 0.763601 0.63745 0.588277 0.553328 0.52278 78.0135 3.55721 1.24862 0.886256 0.229373 0.0757907 74.4563 1.55013 1.27969 0.479946 72.9062 0.992449 0.902218 0.648792 0.79974 71.9137 71.245 1.98779 69.2572 4.28311 2.39798 1.50722 0.860207
internal_count=4034 960 743 723 328 320 316 3074 170 109 93 77 69 2904 158 106 51 2746 178 94 43 55 2568 2557 48 2509 135 95 72 63
is_linear=0
shrinkage=0.1


Tree=287
num_leaves=31
num_cat=0
split_feature=2 3 4 4 4 0 1 1 4 4 4 4 4 2 1 2 3 1 0 2 2 3 0 4 0 0 1 2 1 1
split_gain=0.018864 0.0788967 0.236066 0.624757 0.314162 0.214605 0.206106 0.179474 0.16408 0.147984 0.169455 0.158104 0.108441 0.162438 0.102549 0.101072 0.0898238 0.0862805 0.321967 0.277388 0.306399 0.259924 0.22125 0.193012 0.122053 0.321643 0.10211 0.0994189 0.0710231 0.0942011
threshold=-0.091919999999999988 0.093905000000000016 36.79544512155001 40.241071441700008 40.467253020850002 90.767723400200012 69.999384342500022 65.907551067950024 37.627645350900004 42.047301293400004 43.487767439550005 41.092444989200011 34.41230404325001 -0.11347 65.020359884900017 -0.59502499999999992 0.098075000000000023 62.391047833300007 93.953546284800012 -0.12546499999999997 -0.14259499999999997 0.083950000000000011 94.114853772600014 38.400997490450003 94.300357383600002 95.469836670350006 65.907551067950024 -0.092710000000000001 62.111448187750007 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=1 8 7 5 -5 -4 -7 -3 12 11 15 -6 13 -1 -14 -11 -13 28 19 20 21 26 -20 -24 -25 -26 -19 -27 29 -10
right_child=-2 2 3 4 9 6 -8 -9 17 10 -12 16 14 -15 -16 -17 -18 18 22 -21 -22 -23 23 24 25 27 -28 -29 -30 -31
leaf_value=-0.10237096705832245 -0.0010517278499180913 0.078857548756486262 -0.11946154455037056 0.084713164439600308 -0.031209355607431752 0.018792517553145878 -0.091351266326416145 0.0039111667496627457 -0.0058220480719421977 -0.018792125727438002 0.025577078729680337 -0.012798941704632347 0.0074706641580122319 0.097539296223774608 -0.10390702663476609 -0.10671396933514493 0.028165857183434641 0.023636824508734586 -0.075774092670922444 0.081839320542530264 -0.10748942267981428 0.08064206196562361 0.083239984879691406 0.10113968340080584 -0.10337335026997735 0.002021506160006892 -0.1076630442258093 0.060035146000898244 -0.0094827662793650902 0.019329240955160726
leaf_weight=0.065878843412606969 54.398361615138356 0.49997972522396483 0.61164401401765622 0.41816733974428633 0.98780162163802776 0.33049287647008896 0.34961004309963073 0.88526971657404374 2.6324691889431069 0.20569014148350107 0.240362500626361 0.76384666415924618 0.11380641029654726 0.1061195356762682 0.30213861622223703 0.35886147533960855 1.7886990169645285 0.1093164965932375 0.33825001399236487 1.1616596160456527 0.18344445870025106 0.47026916075265035 0.31764042790609881 0.12106092275462277 0.28352408027331 3.2791911425283731 0.12927136049154342 0.32464350082045301 3.5018661762878764 3.4286813866783632
leaf_count=133 2126 28 20 15 30 6 70 52 257 15 28 28 61 10 82 45 40 77 16 38 8 22 25 20 159 490 43 9 32 49
internal_value=-1.68145e-05 0.00229904 -0.00627901 -0.0147986 0.00192851 -0.0764813 -0.0378274 0.0309617 0.00608252 -0.00603829 -0.0447416 0.00276107 -0.0458163 0.0209696 -0.0734331 -0.0746803 0.0159072 0.00795666 0.0166419 0.0496313 0.00770063 0.0375106 0.00211477 0.00820482 0.00225878 -0.000820585 -0.0475039 0.00724754 0.00185507 0.00840557
internal_weight=78.708 24.3097 7.44043 6.05518 4.76343 1.29175 0.680103 1.38525 16.8692 4.34526 0.804914 3.54035 0.587943 0.171998 0.415945 0.564552 2.55255 16.2813 6.71827 2.05396 0.892301 0.708857 4.66431 4.32606 4.00842 3.88736 0.238588 3.60383 9.56302 6.06115
internal_count=4034 1908 377 297 201 96 76 80 1531 186 88 98 286 143 143 60 68 1245 907 188 150 142 719 703 678 658 120 499 338 306
is_linear=0
shrinkage=0.1


Tree=288
num_leaves=31
num_cat=0
split_feature=0 3 2 4 1 2 1 3 3 0 1 3 0 4 4 1 4 3 1 4 0 3 1 1 2 3 2 3 4 3
split_gain=0.0186851 0.084138 0.0912763 0.100001 0.0616536 0.0701461 0.0548193 0.1592 0.0601453 0.0371718 0.086087 0.0580873 0.025142 0.0383306 0.0227161 0.132759 0.157277 0.301582 0.156124 0.0980741 0.234195 0.0893789 0.0862764 0.254376 0.0987413 0.0826589 0.0562649 0.0776572 0.140293 0.227504
threshold=71.249517373150013 -0.23921499999999998 -0.23375499999999999 48.86568841230001 58.167480110400007 -0.23349 61.622148808000013 0.093325000000000033 0.10249000000000003 71.332859575200004 57.576019321700009 0.10828500000000003 71.131225215400022 44.952171034750002 37.038444968100009 69.64719632740001 35.879804895950009 -0.09053499999999999 68.34060567600001 37.784765830350004 92.805574663100018 0.092835000000000015 65.611820673600008 65.536543845950021 -0.10946499999999999 0.093160000000000034 0.22598000000000004 0.09450500000000002 40.098777110850008 -0.059734999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 12 5 -2 7 -6 -9 -7 11 -11 13 -4 15 18 -17 -18 22 20 -16 -22 23 24 25 -8 -21 28 29 -28
right_child=4 2 3 -5 6 9 14 8 -10 10 -12 -13 -14 -15 19 16 17 -19 -20 26 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.10326635504805176 -0.0040332606895190646 0.084821127181204242 -0.10051656948396835 -0.10652036395943426 -0.090152024323395294 0.10213068682839632 -0.031281483652328079 0.051565597850232819 -0.02342009610374041 -0.10059921901551178 0.067096006324263102 0.10062858876765544 0.10067933259145537 0.097667403316827897 0.076779428501267025 -0.0079504354553773231 0.060481867799907787 -0.10209883593243362 0.057095162863677246 0.0002564186272640215 -0.042749814971227859 0.01433690794846074 -0.018495847800397074 0.083631478942953655 -0.02723551611741409 0.10222635472438908 0.098045699525669258 -0.0013637008734524144 -0.11030557443199929 -0.10250758146219936
leaf_weight=0.095462299235123282 0.37864319776963384 0.09506620899628615 0.021719851923306943 0.094636924215592444 0.25958374267474837 0.12019140273332496 0.074479067121530185 0.18726085604430409 0.24946092666687036 0.060833765090137604 0.23621842463035136 0.018771685659885406 0.040533140301704407 0.017721758806146681 0.5658283054362977 1.6084841528577452 0.14673566696455964 0.51291497326053548 0.51513818348757912 67.295612202475027 0.34909287758523522 1.279445978367505 1.5817102681467075 0.39406733959913254 0.7891667997901054 0.12289319839328527 0.11711447716879775 0.71289750501364324 0.22495300713779898 0.10939878246062906
leaf_count=97 38 33 56 16 80 2 55 19 32 83 18 1 2 2 25 246 14 103 19 2787 56 27 34 8 35 3 17 31 62 33
internal_value=-1.65389e-05 -0.022585 0.00597508 -0.0369522 8.92314e-05 0.0274551 -0.000199937 -0.0281316 0.00873283 0.0548001 0.0367878 -0.0531479 0.0453704 -0.0114693 5.46304e-05 -0.00599213 -0.0248139 -0.0659337 0.00628419 0.000546351 0.0213563 0.00209982 -0.00255168 0.015715 -0.0114139 0.0518467 -0.000120677 -0.0219153 -0.0543677 0.00118477
internal_weight=78.276 0.36514 0.269678 0.174612 77.9109 0.814658 77.0962 0.696306 0.436722 0.436015 0.315824 0.0796055 0.0799748 0.0394416 76.3999 5.74559 2.26813 0.659651 3.47745 70.6543 2.19437 1.62854 2.96232 1.38061 0.986539 0.197372 68.46 1.16436 0.451466 0.226513
internal_count=4034 206 109 76 3828 142 3686 131 51 104 102 84 60 58 3555 517 363 117 154 3038 108 83 135 101 93 58 2930 143 112 50
is_linear=0
shrinkage=0.1


Tree=289
num_leaves=31
num_cat=0
split_feature=0 0 0 2 3 3 2 3 1 0 4 0 2 0 0 0 1 4 4 0 1 0 3 3 3 3 4 1 2 2
split_gain=0.0181316 0.105788 0.0938029 0.0727359 0.209319 0.29839 0.128889 0.121771 0.0759047 0.186329 0.119799 0.0620485 0.0535584 0.165631 0.159583 0.0526254 0.0753974 0.125064 0.134695 0.12308 0.112207 0.067212 0.0427157 0.0816771 0.129072 0.0364571 0.102929 0.0436202 0.0296406 0.272982
threshold=85.995710218650018 85.925810307250018 86.054856297550018 -0.086139999999999994 0.10507500000000002 0.41991500000000009 -0.087234999999999993 0.13377000000000003 61.982402197500001 85.764502819450016 44.756878345700009 85.764502819450016 -0.076484999999999984 85.667718326750006 85.624702996650015 85.705356740550016 58.167480110400007 41.741384785950011 38.064633603500006 81.87699236280001 57.576019321700009 71.131225215400022 -0.25095999999999996 -0.11012 -1.0000000180025095e-35 0.099855000000000027 41.385032804600009 54.927888063200008 -0.06828999999999999 -0.058374999999999996
decision_type=2 2 2 2 2 2 2 2 2 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 11 -6 7 8 15 10 -10 12 14 25 -5 16 20 18 19 -18 21 -1 -23 -24 -25 26 -14 -28 -4 -30
right_child=2 -3 28 4 5 -7 -8 -9 9 -11 -12 -13 13 -15 -16 -17 17 -19 -20 -21 -22 22 23 24 -26 -27 27 -29 29 -31
leaf_value=-0.075664228999442154 0.029199579901084727 -0.032304665109941837 -0.0018269381029389423 0.046895610433338245 -0.10828713269195754 0.00082575939712234425 0.084361224830611495 0.072517540492343865 -0.10316089616842908 0.0011239781351250274 0.058618698265341579 -0.013083950972154746 0.00052428528380666804 0.058645572505009527 -0.10887010135653477 0.020687379843944496 -0.082333871415849358 0.0073394460155077239 -0.10501024858047676 0.088842595258061208 0.094785644827925328 -0.011615879071178337 0.07903957653764522 -0.10346395564795752 0.071543151481973627 0.0097571448853692247 0.047584582188658353 -0.10465303734479464 0.047637494314494599 0.00044394642896988432
leaf_weight=0.095676682537259139 1.134344846359453 1.1518681379093312 33.822650106152793 0.12495999416569237 0.46844710487221142 0.5390139352530241 0.2088590902276336 0.25172269938047964 0.31258746414158611 1.3237298023886976 0.053624897642293945 2.31221551373892 0.76250261513404649 0.60834957205224771 0.13886167109012604 1.9545269183581693 0.078929677860571479 0.66339853726094589 0.27151460195273103 0.089788232638966292 0.15945517720683711 0.35023738251766023 0.20688273751875219 0.083114493410901713 0.085489753342704256 1.5766260460986814 0.021542759756812302 0.14897120297462152 1.2823234940424324 27.736012266356461
leaf_count=84 15 31 1867 36 41 5 4 10 157 31 56 33 68 17 9 14 65 32 36 9 18 30 20 35 13 20 84 72 80 1042
internal_value=-1.50535e-05 -0.00326891 0.000699183 -0.00067444 -0.00789339 -0.0499093 0.00714161 0.00444492 0.0014539 -0.0163411 -0.0794713 -0.000459387 0.00817229 0.0118329 -0.0350912 0.00889941 -0.00215362 -0.0200832 -0.0614071 0.00876275 0.0180202 0.00311804 0.0135044 0.0369354 -0.0147277 0.000485309 -0.0151824 -0.0854193 0.000184722 0.00252943
internal_weight=78.0182 14.0429 63.9753 12.891 6.70149 1.00746 6.18954 5.98068 5.72896 1.68994 0.366212 5.69403 3.38181 3.11799 0.263822 4.03901 2.08449 1.10363 0.440233 0.168718 0.980856 0.821401 0.725724 0.375487 0.168604 2.50964 0.933017 0.170514 62.841 29.0183
internal_count=4034 1030 3004 999 385 46 614 610 600 244 213 339 306 261 45 356 342 142 110 74 200 182 98 68 48 244 224 156 2989 1122
is_linear=0
shrinkage=0.1


Tree=290
num_leaves=31
num_cat=0
split_feature=0 3 3 2 1 2 0 1 2 2 3 3 3 0 0 1 0 1 3 3 3 1 2 0 2 3 1 4 4 3
split_gain=0.0168431 0.0979923 0.0918899 0.0342662 0.0347719 0.0291981 0.0404831 0.020533 0.0478193 0.197422 0.061228 0.0954645 0.0463886 0.0312715 0.159691 0.0587042 0.0803574 0.0349888 0.127306 0.160038 0.0985766 0.0275559 0.0250386 0.104149 0.0676576 0.109914 0.0494797 0.0456438 0.0675445 0.0342479
threshold=102.89804648475001 0.090735000000000024 0.089835000000000012 -0.086139999999999994 79.40629934090002 -0.083424999999999985 103.33357670195001 80.677940036650014 0.066710000000000019 -0.041369999999999997 0.096315000000000026 0.087795000000000026 -0.089139999999999997 100.15850764985002 101.10215645365001 78.728807892050014 101.86567856270001 76.279622535200005 0.082535000000000011 0.092465000000000033 0.087245000000000031 75.951630643300021 0.20949500000000004 89.953120586650016 0.13747000000000004 0.099855000000000027 64.307918480350011 34.654301448200009 32.051492741500006 0.08895500000000002
decision_type=2 2 2 2 2 2 2 2 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 -7 13 9 10 11 12 -9 17 -15 16 -16 21 -19 20 -20 22 24 -24 27 26 -26 28 29 -1
right_child=1 -3 -4 4 5 6 -8 8 -10 -11 -12 -13 -14 14 15 -17 -18 18 19 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.022751843812010654 -0.10071480172809943 -0.10180048469281891 0.079849801663802136 0.09110857433351513 0.080830956241893875 -0.011466350219590174 -0.10147648698481011 0.080973736532374635 -0.00085216711263629518 0.088860593290567114 -0.01637825897230602 0.091904670777055941 -0.10222170890987761 -0.087701366325346725 -0.015806976484151664 -0.021857580884964919 0.055363522888346728 -0.10148066016004471 0.019444742853147165 -0.036959821992018929 0.099802790374523012 -0.020330974526200637 0.066270593089180735 -0.00082554765492008652 -0.032775185517773628 -0.0048925685878058898 -0.10282302642972758 -2.576542494049701e-05 0.04200939803136939 -0.10278180507862969
leaf_weight=0.036526697761018023 0.044564033907720457 0.11060789486361955 0.11843048223317965 0.032297503574224673 0.029667762861663505 0.4636378213763237 0.056003558949228704 0.019137561554089411 2.2990058341392796 0.33590886726210467 0.66028734513565723 0.14323047082871199 0.04976790395903663 0.24867448341683385 0.30375879972052622 0.62133930125855841 0.33208190328934961 0.079953510148697116 0.31828901389326347 0.25013278386904858 0.29335311870090663 0.67181823886312386 0.29300991996228631 1.0992577201146785 0.21415982265898392 1.1113935902249066 0.19057838155458739 66.754423971012898 0.50534075924497301 0.053658339258618071
leaf_count=65 395 217 20 8 12 2 306 3 61 16 16 8 66 52 42 28 36 84 32 51 11 11 39 61 22 31 27 2239 61 12
internal_value=-1.70178e-05 -0.0139734 -0.000926982 -0.0162047 -0.0097293 -0.0156582 -0.0211671 0.000138222 0.00761301 0.0237191 -0.00136233 0.0453758 -0.0513417 -0.000219061 -0.014481 2.18092e-06 0.0213634 7.97551e-05 0.0192284 0.0304275 0.0579857 -0.000174478 1.82606e-05 0.0132952 -0.000250159 -0.021141 -0.0657585 0.00022012 0.0277822 -0.0519382
internal_weight=77.7403 0.855209 0.744601 0.626171 0.581607 0.549309 0.519641 76.8851 3.50734 1.20833 0.872423 0.212136 0.0689055 73.3778 1.50585 1.25718 0.635841 71.8719 0.941728 0.861775 0.611642 70.9302 70.2583 1.39227 68.8661 1.51613 0.404738 67.3499 0.595526 0.090185
internal_count=4034 960 743 723 328 320 308 3074 170 109 93 77 69 2904 158 106 78 2746 178 94 43 2568 2557 100 2457 80 49 2377 138 77
is_linear=0
shrinkage=0.1


Tree=291
num_leaves=31
num_cat=0
split_feature=0 0 0 2 3 3 2 3 1 0 4 0 1 0 2 2 2 1 3 2 4 1 3 3 1 3 2 4 1 4
split_gain=0.0155488 0.0862342 0.0808931 0.0595734 0.18112 0.27785 0.1129 0.104552 0.0631546 0.169919 0.108864 0.0505927 0.049265 0.0471889 0.13784 0.060978 0.219198 0.541637 0.471327 0.111604 0.231974 0.0962722 0.0845073 0.138313 0.0892216 0.083765 0.0761896 0.0775896 0.145224 0.237346
threshold=85.995710218650018 85.925810307250018 86.162394622750014 -0.086139999999999994 0.10507500000000002 0.41991500000000009 -0.087234999999999993 0.13377000000000003 61.982402197500001 85.764502819450016 44.756878345700009 85.764502819450016 62.057679025150001 86.329079026800017 -0.075639999999999999 -0.06828999999999999 -0.055334999999999995 67.192634054300015 0.087555000000000022 -0.075639999999999999 39.337369931850013 70.171445662850019 0.12535000000000004 0.11379500000000002 65.29995953045001 0.10469000000000002 -0.076484999999999984 43.631818398850008 67.940025414550021 43.680097826700013
decision_type=2 2 2 2 2 2 2 2 2 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 11 -6 7 8 -1 10 -10 -5 -2 14 -4 19 17 -17 -19 22 -21 -20 23 25 -24 26 27 -15 -29 -30
right_child=2 -3 13 4 5 -7 -8 -9 9 -11 -12 -13 -14 15 -16 16 -18 18 21 20 -22 -23 24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0081434296667319099 0.021979160208667563 -0.029251694422463198 0.0095195048392250001 0.0075267520432326929 -0.10749789004665181 0.00055280072651699554 0.081158839186417669 0.06864403908389724 -0.10287271736111595 0.0010147797593487394 0.054603479636341046 -0.011703302392197027 -0.0027169545098882754 -0.0021875232507234488 -0.037303004038349012 0.10238406609290443 0.0015432769188698991 -0.11103645921232115 0.088872836170725167 0.0055745096384850132 -0.061030552268634491 0.0020090085323166457 -0.0014051510894451161 0.054328540301522399 -0.079408297342567491 -0.030125784132837237 0.030147076020126114 0.077957648798764503 0.097008056462833669 -0.044935482531495652
leaf_weight=3.9296469683466162 2.7230718315695408 1.1519593721750414 1.2696012998931112 3.3247905413743331 0.42696257689021866 0.53770397510379553 0.1960715795867144 0.23997409350704391 0.28453639443438294 1.3229606974637134 0.051907591492636129 2.3247475492535159 1.1484198676189405 24.410964232859371 1.2455625532893453 0.73797609307803458 25.580788287231922 0.31777778473770013 0.24737141095101833 1.1404314927657417 0.96569407430604304 0.26350534808807424 0.30736278928816219 0.45581358268543581 0.28042286396703275 0.96665355579565826 0.80452326341765257 0.35123929913061047 0.16597328018451663 0.40587547307714544
leaf_count=356 38 31 18 306 41 5 4 10 157 31 56 33 36 1072 29 24 978 24 10 40 40 38 8 28 40 57 10 30 6 478
internal_value=-1.42745e-05 -0.00305897 0.000643993 -0.00067174 -0.00722425 -0.0472706 0.00652145 0.00401086 0.00123574 -0.0151224 -0.0785768 -0.000386288 0.0146534 -0.000261208 -0.013668 0.000326229 0.003767 0.0400771 -0.0154117 -0.00276113 -0.024965 0.0440693 -0.00109982 -0.000299652 -0.0386192 -0.0012183 -0.000149251 -0.00111136 0.0273477 -0.00373782
internal_weight=77.5803 13.7913 63.789 12.6393 6.6142 0.964667 6.0251 5.82903 5.58905 1.6594 0.336444 5.64954 3.87149 59.9175 2.51516 57.4024 27.1474 1.56663 0.828655 30.255 2.10613 0.510877 28.1488 27.561 0.587786 27.1052 26.1386 25.3341 0.923088 0.571849
internal_count=4034 1030 3004 999 385 46 614 610 600 244 213 339 74 2930 47 2883 1074 96 72 1809 80 48 1729 1681 48 1653 1596 1586 514 484
is_linear=0
shrinkage=0.1


Tree=292
num_leaves=31
num_cat=0
split_feature=2 2 0 3 4 4 4 0 1 1 4 4 0 0 4 4 2 1 1 3 3 2 4 1 3 4 2 0 1 0
split_gain=0.0148523 0.0688282 0.0788532 0.0620509 0.200028 0.527088 0.266055 0.19735 0.185989 0.152954 0.14352 0.114838 0.151304 0.15882 0.11489 0.0940021 0.139862 0.0982067 0.0846373 0.120318 0.0769207 0.0660205 0.0808076 0.0800851 0.0905896 0.0795834 0.303036 0.380017 0.0716996 0.0522766
threshold=-0.091919999999999988 -0.089795 86.054856297550018 0.093905000000000016 36.79544512155001 40.241071441700008 40.467253020850002 90.767723400200012 69.999384342500022 65.907551067950024 37.627645350900004 42.047301293400004 97.39208423365001 85.812895065800021 41.092444989200011 34.41230404325001 -0.11347 65.020359884900017 62.111448187750007 0.09914000000000002 0.093325000000000033 -0.23783499999999999 38.804080188450008 61.966271448700006 0.072205000000000033 39.522095559600011 -0.11103999999999999 91.394134144600017 75.499969677400017 85.963448721100022
decision_type=2 2 2 2 2 2 2 2 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 9 7 -7 -6 -9 -5 15 14 13 -13 -8 16 -1 -17 -16 -20 21 22 -12 -24 -25 26 27 -23 -26 -3
right_child=1 29 -4 4 5 6 11 8 -10 -11 20 12 -14 -15 18 17 -18 -19 19 -21 -22 25 23 24 28 -27 -28 -29 -30 -31
leaf_value=-0.10187207838329176 0.0012191795586954665 -0.0074522243841893534 -0.035541911129880283 0.077057622652561886 -0.11683336704058707 0.081714677218358844 -0.026878643664269175 0.01735608823235257 -0.089575345080936092 0.00527254606107329 -0.10278043413889373 0.0045985471451969219 0.036726889665710742 -0.10575871891258377 0.0016256509131025128 0.0091603196933153202 0.097061631040376559 -0.10355808030915992 -0.00027104792485278372 0.080701957827262194 0.055655080255342715 0.05133867390690016 -0.10305870816891492 0.066004780557298526 -0.0013844060467672033 0.0059342155690099855 0.08552938082877419 -0.10283886276817773 -0.073750770180860667 0.0012306957071198507
leaf_weight=0.056983429784462913 1.13284840502456 8.262066483637339 1.2032845861051553 0.44521018472732865 0.54990027344319947 0.38086863778335089 0.97786353204128351 0.32931701466441154 0.3214137128635457 0.89053832424409052 0.096494735022136235 0.20229983285025799 0.18898136513018926 0.36696003808174282 1.7516838034644027 0.10750187005623957 0.093054079132921852 0.27508154480591429 0.35112913844477578 0.38440087920753285 0.32095604633968911 0.37747776845753833 0.082943409429844794 0.17094810012520145 0.8943924621271433 12.869934515838166 0.57504562221583266 0.27731508838360241 0.16165920219140162 43.132320938790755
leaf_count=133 23 431 36 28 20 15 30 6 70 52 17 21 33 34 19 61 10 82 30 19 21 28 80 97 86 795 16 33 72 1636
internal_value=-1.10992e-05 -0.000928223 -0.0177156 0.00208579 -0.00569206 -0.0137208 0.00166697 -0.0727299 -0.0354603 0.0291988 0.00548059 -0.00555192 -0.0408026 -0.0665407 0.00216177 -0.0455769 0.0215077 -0.0718854 0.0135792 0.0420469 0.00719879 0.00619581 -0.0144643 -0.00795862 -0.00152999 0.00825664 0.0325602 -0.0139579 -0.0124622 -0.000165154
internal_weight=77.2309 53.7305 2.33613 23.5004 7.14057 5.80482 4.60419 1.20063 0.650731 1.33575 16.3598 4.22332 0.758241 0.56926 3.46508 0.532621 0.150038 0.382583 2.48721 0.73553 15.8272 15.5062 1.40644 1.30994 1.227 14.0998 1.22984 0.654793 1.05605 51.3944
internal_count=4034 2126 59 1908 377 297 201 96 76 80 1531 186 88 55 98 286 143 143 68 49 1245 1224 352 335 255 872 77 61 158 2067
is_linear=0
shrinkage=0.1


Tree=293
num_leaves=31
num_cat=0
split_feature=1 0 0 1 0 1 1 0 1 4 2 0 4 1 2 3 0 2 4 1 1 4 1 4 0 2 0 3 4 3
split_gain=0.0152875 0.371576 0.283464 0.182066 0.163091 0.166086 0.234549 0.233051 0.157793 0.219015 0.383618 0.104177 0.10342 0.171002 0.190078 0.14923 0.142983 0.136061 0.133207 0.112919 0.177398 0.0896219 0.132421 0.479417 0.403779 0.421707 0.392611 0.139358 0.120504 0.263423
threshold=66.590419433100024 90.407470010750018 90.767723400200012 65.611820673600008 93.399723909900004 69.873026810350026 69.238550691600025 93.692765846100016 69.238550691600025 40.137820134150012 -0.102645 91.937202686950016 37.627645350900004 64.02831883475001 -0.08786999999999999 0.085820000000000021 85.425757095000009 -0.10946499999999999 40.664404858950007 62.837331883000012 63.353515844050008 37.038444968100009 71.096275259700022 41.385032804600009 94.625660817400004 -0.061874999999999999 96.039789794050009 0.087905000000000025 35.879804895950009 -0.09053499999999999
decision_type=2 2 2 2 2 2 2 2 2 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 12 8 6 -6 -7 9 11 -11 -2 15 19 17 -1 -17 18 -15 -14 -21 28 23 24 25 -23 -24 -25 -9 -30
right_child=4 2 -4 -5 5 7 -8 21 -10 10 -12 -13 13 14 -16 16 -18 -19 -20 20 -22 22 26 27 -26 -27 -28 -29 29 -31
leaf_value=-0.010883910586355072 -0.014917088108568961 0.097286901270728379 0.0078731953152620521 -0.034873894758907072 -0.0080254280898685616 -0.10542206117832494 0.06975912141136438 -0.0057838650385092644 -0.08355876555452936 0.016548286435907691 -0.097407524957048769 0.050022462584109986 -0.00018131584162771555 -0.10476639691879271 -0.1071679795153351 -0.0095795206414410229 0.07673100742605482 0.10148025957423364 0.035502110634464359 0.079704575442053602 -0.010454228812973414 -0.052203471876477718 -0.087339463011470525 -0.10697208161686299 0.096788524039232104 0.064388079460647701 0.00068918506298045899 -0.011042813178108497 0.058758824718159644 -0.09978221784892527
leaf_weight=0.65115033613866902 0.46657111302193133 0.69241656060330459 0.72664728737436235 1.487077421741559 0.74867141914183111 0.21371233614627527 0.80392300080166024 1.4992930040109542 0.39995215836347586 0.55409566003618282 0.6327590022601719 0.52499550487846136 41.094305144847112 0.14069485163963691 0.31334300685114058 0.27099013732231469 0.6579396678134799 0.09558741584623931 0.13049924623919651 0.45169774486566794 0.42224969278322533 0.60168873499424091 0.51974185797746741 0.286781586573852 0.86859721119981248 0.64041838736739332 20.125480260370338 0.32087515674356837 0.13970135129011396 0.41952439271659603
leaf_count=151 31 31 24 42 26 18 28 238 92 33 40 15 1158 10 49 54 29 4 72 27 19 27 266 58 15 35 1294 35 14 99
internal_value=-1.35222e-05 0.00110694 0.0515016 -0.000457372 -0.00178773 0.000491717 0.0322509 -0.00143173 -0.025824 -0.0152241 -0.044206 0.0194658 0.000699803 -0.000230962 -0.049972 0.0258223 0.0515522 -0.00110927 -0.0372689 0.000575126 0.0361441 -0.000557529 0.00120489 0.0219523 0.0444853 0.00791 -0.00152693 -0.0563163 -0.0205605 -0.0601767
internal_weight=76.9014 47.1346 1.41906 45.7155 29.7668 27.1884 1.55259 25.6358 2.57837 2.17842 1.18685 0.991567 44.2285 42.6484 0.680125 1.58008 0.92893 0.366782 0.271194 41.9683 0.873947 25.4221 23.3636 2.71836 2.1107 1.24211 20.6452 0.607657 2.05852 0.559226
internal_count=4034 1670 55 1615 2364 2153 54 2099 211 119 73 46 1573 1339 135 234 83 86 82 1204 46 2081 1730 170 77 62 1560 93 351 113
is_linear=0
shrinkage=0.1


Tree=294
num_leaves=31
num_cat=0
split_feature=0 3 2 4 1 3 4 0 4 4 1 3 3 0 4 4 2 2 0 2 2 3 3 4 2 2 0 1 2 2
split_gain=0.0175866 0.0743032 0.0772709 0.0818476 0.0383957 0.0620746 0.118334 0.0718063 0.0530883 0.0848104 0.0442502 0.148094 0.0460568 0.0213795 0.0330779 0.0208008 0.0881329 0.0641543 0.0776795 0.0204276 0.142661 0.110925 0.205877 0.134545 0.0680328 0.0634954 0.119932 0.0620531 0.0421458 0.0667509
threshold=71.249517373150013 -0.23921499999999998 -0.23375499999999999 48.86568841230001 58.167480110400007 -0.55648999999999993 42.066503896600004 71.332859575200004 39.458743938000005 35.782584506850007 61.622148808000013 0.093325000000000033 0.10249000000000003 71.131225215400022 44.952171034750002 33.96174662340001 0.15844000000000005 0.10957500000000002 94.114853772600014 0.20167500000000002 0.22598000000000004 0.09450500000000002 0.072205000000000033 40.00488309970001 0.17076500000000003 0.13006000000000004 93.133566555000002 71.322105742700003 0.070580000000000018 0.086310000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 5 -2 8 -8 9 -7 11 -6 -13 14 -4 16 17 18 -12 24 -21 22 23 -22 25 28 -27 -23 -17 -30
right_child=4 2 3 -5 10 6 7 -9 -10 -11 15 12 -14 -15 -16 19 -18 -19 -20 20 21 27 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.10297134796889039 0.073407414818223243 0.083364128084382705 -0.10043135573286782 -0.10546792217667095 -0.089969486273315719 0.097174471266420689 0.021438479080996917 -0.077269124431325234 0.085754767969203227 -0.10131979204219117 0.020756440682686936 0.048278123692619128 -0.020046082423061478 0.1005597623816727 0.097026619772542844 0.00047338459164937932 -0.086722566944415477 0.10106990585439427 -0.10220298404218149 0.067111700053445966 0.094442761407918407 0.033147165953437786 -0.10305228183394949 -0.05143237322461422 -0.02594728710607392 0.087343627562313494 -0.010867193959913065 -0.0033680709861689897 -0.0054857762917202499 -0.04950531674655833
leaf_weight=0.085826713919232134 0.18202639451919822 0.082812133933657606 0.01889661704194523 0.080412974581122398 0.23235269352335208 0.040057701102340526 0.12586106732487679 0.17782703726697946 0.18057082826271653 0.046527762569894549 0.18344898411175492 0.17817153550276998 0.22108334784024919 0.033478621393442154 0.015395826078020036 67.398535769727175 0.14159717334837296 0.060238392522478534 0.071366289064805244 0.36265636360621956 0.12945348472840157 0.7614717803608072 0.26386471102046016 0.12359193441716343 1.0051464917887631 0.23698364875053712 0.26159987907794857 1.1968900099182063 2.0883756955154236 0.41252904236306154
leaf_count=97 17 33 56 16 80 7 6 50 19 43 39 19 32 2 2 2927 57 4 95 24 33 18 85 18 39 12 38 33 13 120
internal_value=-1.11823e-05 -0.0235227 0.00599649 -0.0372401 8.67247e-05 0.0225577 0.00634313 -0.0363606 0.0548863 -0.00948886 -0.000137859 -0.0264954 0.0104443 0.0437147 -0.0117813 8.50079e-05 -0.0211923 0.00825951 -0.0136809 0.000215883 0.00853628 -4.57007e-05 -0.04125 0.0231947 -0.000114813 0.000254025 0.0358138 0.0108302 3.81771e-07 -0.0127469
internal_weight=76.3991 0.316823 0.230996 0.148184 76.0822 0.752871 0.570844 0.303688 0.267156 0.0865855 75.3294 0.631608 0.399255 0.0677711 0.0342924 74.6977 0.456651 0.315054 0.254815 74.2411 2.83793 2.47527 0.51691 0.253045 71.4032 70.398 0.498584 1.95836 69.8994 2.5009
internal_count=4034 206 109 76 3828 142 125 56 69 50 3686 131 51 60 58 3555 195 138 134 3360 211 187 136 51 3149 3110 50 51 3060 133
is_linear=0
shrinkage=0.1


Tree=295
num_leaves=31
num_cat=0
split_feature=0 3 2 4 1 2 2 2 1 3 3 2 3 0 4 4 2 2 0 2 2 4 3 3 1 0 2 1 3 3
split_gain=0.0157687 0.0671102 0.0679659 0.073672 0.0329832 0.0572892 0.066119 0.0538455 0.0373648 0.131021 0.0381029 0.0200831 0.0260775 0.0193569 0.0298139 0.0178513 0.0766247 0.0578587 0.0696747 0.0173729 0.0972245 0.309106 0.157563 0.223121 0.201479 0.225374 0.13366 0.213257 0.127694 0.240386
threshold=71.249517373150013 -0.23921499999999998 -0.23375499999999999 48.86568841230001 58.167480110400007 -0.23349 -0.082094999999999987 0.04932000000000001 61.622148808000013 0.093325000000000033 0.10249000000000003 -0.13734499999999997 -0.43377499999999997 71.131225215400022 44.952171034750002 33.96174662340001 0.15844000000000005 0.10957500000000002 94.114853772600014 -0.037054999999999998 -0.016334999999999999 41.872294782850005 0.10546000000000001 0.10507500000000002 62.020040611300011 91.453280223500016 0.048475000000000011 70.077349628250019 0.089920000000000014 0.084360000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 5 -2 11 -8 9 -6 -11 12 -7 14 -4 16 17 18 -10 -17 21 22 23 24 -21 -26 27 28 29 -22
right_child=4 2 3 -5 8 6 7 -9 15 10 -12 -13 -14 -15 -16 19 -18 -19 -20 20 26 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.10268654172245667 -0.0068050268904391309 0.080468357476099567 -0.10039030307154879 -0.1049288821753039 -0.087294018848108682 0.094236049730404906 0.066258565079617235 -0.10159348563346576 0.018774453611250609 0.044468313442585693 -0.018098349067527639 0.099415176289875146 0.0067530148527662542 0.10050621027601368 0.096255600922354967 -0.00081123757812425867 -0.083347691834260398 0.10093749850861192 -0.10199306193692913 0.080706312537550229 0.011811604206673362 -0.0083378686657667074 0.080488913929578743 -0.035698393376032166 -0.045313699026539866 0.05761046682798774 0.0035359892497693331 -0.084602664230976621 0.0035765818466903299 -0.084078306047708884
leaf_weight=0.077863644884359928 0.35771800758084282 0.077493129454524023 0.017105003194045731 0.0731153839151375 0.21636341350494959 0.061357737751677632 0.032912742641200476 0.04557672676492075 0.18258239089517303 0.17430592021264601 0.22042571635756758 0.13997495052171871 0.076626359281362966 0.030308028683066368 0.01403685612604022 51.761454551731767 0.13304909111127472 0.054573844914557412 0.064701034303016769 0.73790107225068247 0.4990273198436872 3.0144098125865639 0.66398761089658354 0.47444502264261235 0.40042392279428896 0.4539265893308766 12.831226972990263 0.42452444978567871 2.3398603961977642 0.54910190525333746
leaf_count=97 38 33 56 16 80 3 24 23 39 19 32 9 45 2 2 2392 57 4 95 14 30 116 10 4 32 35 534 124 37 32
internal_value=-1.05697e-05 -0.0232877 0.00586595 -0.0370959 7.83319e-05 0.0214675 0.0498407 -0.0312086 -0.000124809 -0.0247514 0.00952989 0.0727273 0.0456543 0.0436143 -0.0117543 7.69632e-05 -0.0201238 0.00774331 -0.012824 0.000195445 0.00252282 0.0137391 0.0381099 0.0244944 0.0424302 0.00937113 -0.00134882 -0.0177889 -0.00941695 -0.0384239
internal_weight=76.2004 0.289922 0.212058 0.134565 75.9105 0.714167 0.356449 0.0784895 75.1963 0.611095 0.394732 0.277959 0.137984 0.0614499 0.0311419 74.5852 0.434906 0.301857 0.247283 74.1503 22.3888 5.74509 2.73068 2.0667 1.59225 0.854351 16.6437 3.81251 3.38799 1.04813
internal_count=4034 206 109 76 3828 142 104 47 3686 131 51 57 48 60 58 3555 195 138 134 3360 968 211 95 85 81 67 757 223 99 62
is_linear=0
shrinkage=0.1


Tree=296
num_leaves=31
num_cat=0
split_feature=3 3 3 3 1 2 3 2 4 3 4 1 3 2 0 3 1 2 3 2 3 3 3 1 1 4 2 0 3 1
split_gain=0.014851 0.0815464 0.0981202 0.0900219 0.125922 0.0855594 0.218465 0.111621 0.279211 0.127991 0.198253 0.0922242 0.34318 0.178103 0.337394 0.0599887 0.13539 0.262524 0.0816954 0.132631 0.0635405 0.0621519 0.284655 0.106136 0.184664 0.0852633 0.0678109 0.102726 0.168387 0.261386
threshold=0.10249000000000003 0.10335500000000002 0.10433500000000002 0.10661000000000002 80.677940036650014 -0.16182999999999997 0.12201500000000003 -0.093879999999999991 36.728658719300007 0.11002000000000002 41.646178195200001 63.353515844050008 0.11278000000000003 0.10957500000000002 98.674478761850011 0.09914000000000002 70.776348742200014 -0.067109999999999989 0.10220000000000003 -0.15076499999999998 0.098105000000000026 0.096515000000000031 0.096010000000000026 61.87486387225001 62.391047833300007 40.137820134150012 0.070580000000000018 86.256490657300006 0.08376500000000002 76.830756451950009
decision_type=2 2 2 2 2 2 2 2 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 -4 6 -5 8 -7 10 -9 -11 -13 14 -14 20 17 -17 19 -18 21 22 26 -23 -25 -26 -1 -28 -29 -30
right_child=1 2 3 5 -6 7 -8 9 -10 11 -12 12 13 -15 -16 16 18 -19 -20 -21 -22 23 -24 24 25 -27 27 28 29 -31
leaf_value=0.0014034859138505346 -0.021966484940579213 0.030774382198011027 -0.039124465803307987 0.083628889119139002 0.014409733598556566 0.018214362411682689 -0.047203291417088393 0.067929611991140462 -0.075579684050128104 0.0029891900481467653 -0.0094625220837515345 -0.11603915217821628 -0.11551144237319043 0.026307043194708904 0.032523610149444472 0.0016284130827339286 0.029624994319447019 0.078131146244626859 0.0062938480368200551 -0.10321036508393466 -0.025364189067531875 -0.019338703189955397 -0.084281035477513866 0.078807937616370005 0.043439037569008236 -0.010774057719283732 0.044787303799353917 -0.0057472386704249994 -0.10359529085606112 0.023236350938984775
leaf_weight=47.858406015486864 1.9250021367042816 0.96227137959067732 1.3624521114707016 0.37296456547574308 0.64852170552228461 0.63090918530613815 0.19402657941282087 0.70245934012313493 0.63866358501559262 8.1385605747900609 0.62594264530343935 0.31935690688558693 0.31621204773364275 0.90228758993674774 0.30005167156338075 1.2159752549196126 0.11552113648986062 0.71073333919412052 0.54063047658587493 0.21516538406564201 0.96674582427209443 0.62514847028069143 0.3998410928688817 0.51894346997141827 0.44480142879001483 0.83413489193253554 0.28237675041634647 2.482486675826252 0.4786385971248136 0.24600452557797325
leaf_count=2837 27 27 50 37 17 20 26 29 42 89 20 26 30 35 30 34 11 32 11 49 27 8 28 22 37 38 55 184 68 88
internal_value=-8.09536e-06 -0.00251363 -0.000189863 -0.00215628 -0.0218601 0.000858909 0.0388576 -0.000854481 -0.0289691 0.00230288 0.0314625 -0.00157982 -0.0218122 -0.00199587 -0.0434349 0.000772066 0.0150564 0.0298491 -0.0176541 -0.056806 4.71889e-05 0.000500687 -0.00023227 0.0161542 0.0284956 0.00808072 0.00042221 -0.0130359 -0.0181271 -0.060538
internal_weight=75.9752 18.0397 16.1147 15.1524 2.01097 13.1414 0.566991 12.5744 1.26957 11.3049 1.3284 9.97647 1.83791 1.51855 0.616264 57.9356 2.79803 1.92671 0.871317 0.330687 55.1375 54.1708 51.7478 2.42303 1.79788 1.27894 51.3479 3.48951 3.20713 0.724643
internal_count=4034 505 478 451 67 384 63 321 62 259 49 210 121 95 60 3529 137 66 71 60 3392 3365 3260 105 97 75 3232 395 340 156
is_linear=0
shrinkage=0.1


Tree=297
num_leaves=31
num_cat=0
split_feature=2 2 2 3 1 2 0 3 1 2 3 4 2 4 0 1 1 1 4 4 4 2 4 3 3 2 1 3 2 4
split_gain=0.016503 0.0527776 0.0893142 0.0835129 0.115765 0.104608 0.0934822 0.089772 0.0826072 0.0427804 0.122656 0.0806281 0.0713795 0.069971 0.065986 0.0658643 0.0564067 0.15347 0.120495 0.078821 0.0551797 0.029172 0.183231 0.237317 0.198952 0.0283836 0.0724212 0.238094 0.0539877 0.148758
threshold=-0.63113999999999992 -0.59260499999999994 -0.50001499999999999 0.098105000000000026 72.378669787950017 -0.5775499999999999 91.394134144600017 0.081515000000000018 78.285212300550015 -0.16276499999999997 0.088435000000000027 38.969453495950006 -0.15076499999999998 39.792680591700012 92.805574663100018 57.576019321700009 62.030794443850006 64.184249406300026 48.226196960950006 47.927946529500012 48.96897326980001 -0.13953999999999997 41.092444989200011 0.089675000000000019 0.085910000000000028 -0.12546499999999997 62.116825104000007 -0.081689999999999999 -0.117885 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 8 3 4 5 -3 -7 -6 -2 10 11 15 14 -12 -11 -4 18 -18 -13 -19 -20 22 23 -14 -24 26 -23 -28 29 -27
right_child=1 2 9 -5 7 6 -8 -9 -10 12 13 16 21 -15 -16 -17 17 19 20 -21 -22 25 24 -25 -26 28 27 -29 -30 -31
leaf_value=-0.01372007018153186 0.0096320005196993391 0.099382334261783667 0.086903244251639589 -0.10740148814703193 0.053652112423224853 -0.10197875147633549 0.054132155933261941 -0.10365262383272673 0.093010961855779672 -0.014981739046042296 0.0046144520898166556 -0.1019891951692939 0.0075150267375186947 0.070833969113629713 -0.10312743130068727 -0.10220715830689076 0.10163143721710495 -0.1018410948934297 0.03546085765685237 0.021134314834905115 -0.024301051766834208 0.00095177540259481434 0.00075941900382267536 -0.10325810638497615 0.064795894314324684 0.042975582496051608 0.0050368270443730441 -0.10761988566193213 -0.00051717634248723708 -0.0089074616688858601
leaf_weight=0.8678849435442676 0.56412370850833227 0.11229663738049567 0.021655264191422829 0.13499717427430369 0.045562477461812634 0.080482714273359401 0.07328821635019267 0.17805836652945572 0.15053128391676296 0.27099334809465148 0.24295139237096908 0.12266085601368082 0.60307717851051679 0.46492773093177675 0.12369217855500025 0.12316019098376785 0.18816459830850363 0.077828802286290966 0.31888976180925965 0.15778527628697248 0.2997080760251265 1.7003949303180115 1.2067249862129759 0.28470423984595072 0.81139452149363922 1.0378185499179218 0.52414963446790364 0.29217308851633539 63.371430819390717 1.1820500510366398
leaf_count=64 53 4 20 21 37 87 13 65 60 10 37 134 57 35 269 122 11 84 19 28 33 21 24 20 27 20 4 81 2500 74
internal_value=-9.87366e-06 0.000149275 -0.000111734 -0.0377639 -0.0185662 0.0260085 -0.0275753 -0.071602 0.0271945 0.000208597 0.0145681 -0.00355703 -0.000197148 0.0481068 -0.0426061 -0.0739282 0.00519018 0.0342914 -0.011447 -0.0194873 0.00650646 3.85553e-05 0.00985084 -0.028009 0.0265056 -0.000380096 -0.0108018 -0.0352846 1.97829e-05 0.0153486
internal_weight=75.6336 74.7657 74.051 0.624686 0.489688 0.266068 0.153771 0.223621 0.714655 73.4263 2.01773 1.30985 71.4086 0.707879 0.394686 0.144815 1.16504 0.423779 0.741259 0.235614 0.618598 71.0139 2.9059 0.887781 2.01812 68.108 2.51672 0.816323 65.5913 2.21987
internal_count=4034 3970 3857 227 206 104 100 102 113 3630 523 451 3107 72 279 142 309 123 186 112 52 2828 128 77 51 2700 106 85 2594 94
is_linear=0
shrinkage=0.1


Tree=298
num_leaves=31
num_cat=0
split_feature=1 0 0 1 0 1 4 1 1 1 1 4 4 1 0 2 3 0 2 4 4 1 2 0 3 0 0 1 4 3
split_gain=0.0152779 0.322719 0.257383 0.126195 0.122564 0.145083 0.191811 0.354993 0.130178 0.210508 0.194479 0.12561 0.0978562 0.147764 0.342452 0.323051 0.376701 0.22037 0.140217 0.124547 0.0977863 0.19173 0.203073 0.123591 0.187594 0.101066 0.0997431 0.0939583 0.271267 0.0825061
threshold=66.590419433100024 90.407470010750018 90.767723400200012 65.611820673600008 93.399723909900004 69.238550691600025 37.784765830350004 67.649671936450019 69.873026810350026 69.238550691600025 70.077349628250019 41.685324604100011 37.038444968100009 71.096275259700022 95.469836670350006 -0.061874999999999999 0.090390000000000012 94.625660817400004 -0.021784999999999999 36.79544512155001 38.400997490450003 63.705703859100005 -0.097799999999999984 85.812895065800021 0.085665000000000033 89.168090812600013 87.009258933850006 62.391047833300007 42.558389508100007 -0.09053499999999999
decision_type=2 2 2 2 2 2 2 2 2 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 20 5 6 -2 11 9 -6 -10 -8 19 15 -15 16 -14 -18 -17 29 23 27 25 -1 -25 26 -23 -22 -29 -12
right_child=4 2 -4 -5 8 -7 7 -9 10 -11 12 -13 13 14 -16 18 17 -19 -20 -21 21 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=5.2950116899215161e-05 0.046601818188235056 0.096656041068068355 0.0086410774866711223 -0.029686676722776879 -0.0098238644589079879 -0.08143530571051763 -0.10854667838896906 0.014657257489077516 -0.075451470982938709 0.066028716802258108 0.062780306797593569 -0.021016079317765075 -0.10584851522482741 -0.10131905516066729 0.00031453759712773033 0.10048012725232787 -0.024417208918624561 0.063798297730074255 0.017544998797683505 -0.10736300485826133 -0.0011403837915601137 -0.031846231261956376 -0.10804358229539185 -0.0036760994784395848 0.068891982443385402 -0.076939837954873316 0.10146855156458821 0.040183228642239957 -0.027941058787029828 -0.020269920795769867
leaf_weight=1.8742907347919477 0.42631494664238179 0.62089640647172817 0.7146959831006825 1.4173749098263204 0.71257893843267328 0.36582975918850014 0.49644524386530953 0.86524488297163771 0.35110127856023865 0.75196475871234725 0.12863300496870511 0.24478535488742637 0.29138432808395043 0.33708687147839356 20.117092688088981 0.59338298754300922 0.54266922140413931 0.59221569029614329 0.31054222400962572 0.15657940980690899 36.957720972166271 0.1042826847442484 0.33987759708997956 0.6085689414758233 0.85911426041275263 0.11014857236295938 0.12151731550693512 1.816096703114453 0.86192210954322934 1.7072380924741732
leaf_count=221 18 31 24 42 26 92 37 41 25 28 68 23 58 229 1331 18 23 19 44 19 1101 75 50 16 40 6 3 46 15 265
internal_value=-1.0602e-05 0.00111451 0.0495579 -0.000321018 -0.00181159 -0.0234611 -0.0130278 -0.0288519 0.000141179 0.0291224 -0.00154795 -0.0796404 -0.000500693 0.00135774 -0.00136039 0.0252172 -0.00442463 0.0216162 0.0719879 -0.0217525 0.000632447 -0.000730302 -0.0535452 0.0170702 0.0388019 0.00159061 0.0398989 0.000170241 0.0182574 -0.0144509
internal_weight=75.3976 46.4065 1.33559 45.0709 28.9911 2.39862 2.03279 1.60648 26.5925 1.46454 25.1279 0.741231 24.7768 22.7844 20.4542 2.33019 1.42627 1.13488 0.903925 1.99245 43.6535 40.3116 0.675826 3.34197 1.46768 0.335949 0.2258 39.6357 2.67802 1.83587
internal_count=4034 1670 55 1615 2364 211 119 101 2153 54 2099 60 2074 1722 1560 162 100 42 62 352 1573 1296 134 277 56 84 78 1162 61 333
is_linear=0
shrinkage=0.1


Tree=299
num_leaves=31
num_cat=0
split_feature=0 3 2 4 4 4 2 2 4 1 1 2 2 0 0 3 3 2 2 2 2 2 0 4 1 4 1 1 1 1
split_gain=0.0158394 0.0605486 0.0613817 0.0643013 0.0325948 0.0689223 0.132411 0.147111 0.0404579 0.0932686 0.143507 0.0703009 0.0659626 0.080112 0.0537873 0.0210051 0.0446748 0.0186022 0.0670409 0.0942153 0.0780987 0.0611286 0.169307 0.157804 0.0987057 0.0710123 0.0587954 0.0540386 0.0654611 0.0403454
threshold=71.249517373150013 -0.23921499999999998 -0.23375499999999999 48.86568841230001 48.778770352700008 48.96897326980001 -0.23349 -0.167075 43.961868063600001 62.00390986255001 62.095317438950012 -0.14429 -0.167075 97.39208423365001 85.877418060900013 0.08092000000000002 0.080515000000000017 -0.62218499999999988 -0.59260499999999994 -0.50001499999999999 -0.58287999999999995 -0.167075 86.135510041400025 39.110279783550006 61.049507226200006 35.419594101850009 78.285212300550015 74.916574263050009 75.634392583900009 62.55235532115001
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -6 -7 -8 17 -10 -11 12 13 14 -12 16 -13 -2 26 20 27 22 24 25 -21 -24 -19 -20 -29 -25
right_child=4 2 3 -5 5 6 7 -9 9 10 11 15 -14 -15 -16 -17 -18 18 19 21 -22 -23 23 29 -26 -27 -28 28 -30 -31
leaf_value=-0.10253641474323089 -0.01366796692395752 0.078478889483309375 0.042369579990004139 -0.10447325777416033 0.05834230317192729 -0.061446678625025099 0.1010514075032673 -0.10072687498403887 -0.10412400156794113 0.075400510809668891 0.045727426783002185 -0.10091756552073342 0.10096153470388486 0.080601138960954624 -0.096731899146635048 -0.10156050115791758 0.10027107399026183 0.015605234255782131 0.038533959514287258 0.077262511432348066 -0.084061068168929859 7.546095763909109e-08 0.048664485280240109 0.101110764365477 -0.10275079999105835 -0.058584462370758018 0.092300935218530555 0.046097961888117468 -0.10207350216496341 0.045076693896787486
leaf_weight=0.072171645927937789 0.96750921138413915 0.071279664311077795 0.054093276984516048 0.066456544620450586 0.2947974090675477 0.20586981657243086 0.15155688577215187 0.047443357188221569 0.12022547900460168 0.1544390313065378 0.034347339300438762 0.029020142722202991 0.049942364444035547 0.051222735043609191 0.11604985025439873 0.1430427921440014 0.017811195973308713 0.36215484453897673 0.13619336194824427 0.039093596446050038 0.24145725511692617 70.337579815289246 0.099276821405851479 0.29808367881923914 0.13792943251070255 0.16326985566468011 0.13805796984468088 0.045402419826132245 0.086855333156279357 0.22585735520715389
leaf_count=97 71 33 60 16 17 26 6 238 53 11 52 99 16 30 79 136 3 33 5 22 100 2493 18 17 119 43 52 7 49 33
internal_value=-8.15415e-06 -0.0244593 0.00491544 -0.0385817 7.82665e-05 0.0215608 -0.00522094 0.0529457 -0.000124864 -0.0237788 -0.00756811 -0.0365951 -0.00192492 -0.0274105 -0.0641974 -0.0825294 -0.0244002 0.000106289 0.000290586 3.64598e-05 -0.0427954 0.000342771 0.02536 0.0452474 -0.0629968 -0.0180304 0.0367731 -0.00567924 -0.0512081 0.0769559
internal_weight=74.9585 0.264001 0.191829 0.12055 74.6945 0.699667 0.40487 0.199 73.9948 0.716101 0.595875 0.441436 0.251562 0.20162 0.150397 0.189874 0.0468313 73.2787 72.3112 71.811 0.509908 71.3011 0.963511 0.786488 0.177023 0.262547 0.500213 0.268451 0.132258 0.523941
internal_count=4034 206 109 76 3828 287 270 244 3541 479 426 415 177 161 131 238 102 3062 2991 2906 161 2745 252 111 141 61 85 61 56 50
is_linear=0
shrinkage=0.1


Tree=300
num_leaves=31
num_cat=0
split_feature=2 2 3 4 4 3 4 4 1 4 4 2 3 3 3 1 1 0 2 2 3 3 1 1 4 2 1 2 1 4
split_gain=0.0142504 0.0662906 0.0527059 0.145041 0.40908 0.166612 0.147579 0.141976 0.125709 0.112839 0.0993544 0.123792 0.090569 0.120831 0.0922764 0.0866003 0.0865568 0.240989 0.222144 0.212333 0.219351 0.209811 0.361316 0.178667 0.120077 0.113714 0.086792 0.075111 0.0731927 0.0787395
threshold=-0.091919999999999988 -0.091179999999999997 0.093735000000000027 36.79544512155001 40.241071441700008 0.096010000000000026 42.047301293400004 43.487767439550005 65.907551067950024 37.627645350900004 34.41230404325001 -0.11347 0.11002000000000002 0.10371000000000001 0.097970000000000015 64.02831883475001 62.391047833300007 93.953546284800012 -0.12546499999999997 -0.14259499999999997 0.083950000000000011 0.09180000000000002 71.504920895500007 69.873026810350026 39.952536079750011 -0.092710000000000001 65.907551067950024 -0.18231499999999998 71.658163008950012 42.434124620650003
decision_type=2 2 2 2 2 2 2 2 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 8 5 -5 12 15 -4 10 11 -1 13 14 -6 -8 -11 18 19 20 26 22 23 -19 -24 28 -18 -7 -26 -30
right_child=1 -3 3 4 6 27 7 -9 -10 16 -12 -13 -14 -15 -16 -17 17 21 -20 -21 -22 -23 24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.10170657934743405 -0.03169742406764358 -0.00049642679338352663 0.072269886438435349 -0.010854685139306791 -0.015254481127474476 -0.036315860535124471 -0.1053243249998366 0.027906490203112123 0.0038748101820780057 0.00066434811396461958 -0.073188040377935623 0.096549880985884087 0.034601255854523394 -0.036899666047776551 0.029188541542108495 -0.017621593989172447 0.021094468931909485 0.029254432115583026 0.078830048038334724 -0.10519395609673726 0.079986097343231546 0.061702426503229983 -0.065847229343540634 -0.10850849558776848 0.071592434643924868 0.094835967767620877 -0.10696427280691444 -0.11020397317010283 0.0089768270232445761 -0.061204380476369606
leaf_weight=0.048240861773169996 0.69001304679130626 51.841994478434373 0.39422302041202673 0.37026939577026474 0.75666123916380534 0.18041388508640921 0.29016901286013297 0.20736891806700442 0.84419658382645935 9.0552029532070701 0.32740701546026685 0.090727246873032352 1.0367834252410828 0.67187416036449565 1.2211334313494715 0.18397068696594943 0.098078722699938226 0.11978700390773189 0.98466503806412109 0.13933388108853251 0.36040738894371316 0.54125221757237785 0.20517296691559783 0.43971352512926387 0.17287391889840353 0.16155379899828481 0.11495884331384332 0.57947253813460975 2.464121169012174 0.17095501836517346
leaf_count=133 30 2096 28 21 36 40 29 28 54 336 141 10 26 12 42 32 77 18 38 8 21 32 63 137 6 7 43 38 115 337
internal_value=-8.12785e-06 -0.000906255 0.00211415 -0.00527032 -0.0122342 -0.0658593 0.00164057 -0.0411099 0.0256468 0.00532471 -0.0431176 0.0277279 0.00954378 -0.000260902 0.0121856 -0.0712948 0.00682805 0.0161726 0.0480511 0.00553177 0.0324356 0.00351603 -0.00491783 -0.079014 0.00814076 0.0132528 -0.0480083 -0.0926613 0.008559 0.0044237
internal_weight=74.763 52.532 22.231 6.73654 5.49812 1.13016 4.36796 0.681509 1.23842 15.4945 0.466375 0.138968 3.68645 2.64967 1.97779 0.47414 15.0281 5.97287 1.69744 0.712779 0.573445 4.27543 3.73418 0.559501 3.17468 2.9695 0.213038 0.759886 2.80795 2.63508
internal_count=4034 2126 1908 386 304 99 205 89 82 1522 284 143 116 90 78 61 1238 902 187 149 141 715 683 155 528 465 120 78 458 452
is_linear=0
shrinkage=0.1


Tree=301
num_leaves=31
num_cat=0
split_feature=2 2 1 2 3 0 3 1 1 1 2 1 0 0 1 2 1 0 0 2 1 3 1 3 3 2 4 4 4 4
split_gain=0.0143425 0.133382 0.174232 0.12501 0.118745 0.0816661 0.0807241 0.185074 0.147827 0.0647939 0.0453305 0.17159 0.285823 0.265114 0.240938 0.188449 0.112634 0.0474834 0.0396484 0.104176 0.0421049 0.0833504 0.147311 0.121016 0.167056 0.0735973 0.0804685 0.0380771 0.0511823 0.0396564
threshold=0.048475000000000011 0.0023400000000000005 62.132955852800002 0.051245000000000013 -0.046510000000000003 96.039789794050009 -0.046510000000000003 70.077349628250019 68.20618276945001 61.987779113750001 -0.026144999999999998 63.530954080650012 87.278104746850019 93.399723909900004 73.553525990900013 -0.016679999999999997 78.527173532250018 85.925810307250018 102.21786657775002 -0.079634999999999997 76.279622535200005 0.092465000000000033 78.285212300550015 0.087245000000000031 0.085610000000000019 -0.084794999999999995 42.233786329550007 34.654301448200009 32.051492741500006 35.050303764500008
decision_type=2 2 2 2 2 2 2 2 2 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 9 5 -4 -2 7 8 -5 -3 18 12 15 -13 -15 -12 -16 -17 20 -20 27 23 -23 24 25 26 -22 28 -1 -29
right_child=3 2 4 6 -6 -7 -8 -9 -10 -11 11 13 -14 14 16 17 -18 -19 19 -21 21 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.051460110707296419 0.096954414687125012 -0.032083158156217262 0.015955019967079771 -0.059166740200419649 -0.10628697546624262 0.0027393620827858268 0.0028342984461184016 -0.10657807378843934 0.10102460240017952 0.013840907487881452 0.053740277644484108 -0.10191027144855627 0.091200551577853159 0.069166976482928383 -0.10912343169275207 0.0024192978363408663 0.0086189434962621551 -0.037629615020326024 -0.081061366748078512 -0.001898170636167173 0.030713822778176216 -0.10393936842174537 0.015604106737632031 0.075708061021768996 -0.11008701028585768 0.063697598225645205 -0.10508474712543753 -0.026562379740791526 0.040147249349962791 -0.00061580525610607979
leaf_weight=0.0712459649146443 0.22999355155570711 0.59726767604320119 0.10123540773929551 0.11363761462712219 0.36952187985747287 0.15334396680100326 12.158419766816776 0.21741619313212368 0.11683471594005823 0.63264131057076156 0.5866672350384764 0.29970549272547931 0.52564632869325567 0.34679649258032441 0.16365545202279463 0.66416599343843719 0.1613478160638806 0.53413147454557475 0.2205843577869171 0.6746874287429997 0.12264808986492426 0.13887636400977499 0.39994351190398447 0.4031207075167913 0.10461712971300585 0.26826294451029642 0.06773255520101884 0.59567757387412612 0.42368903588260309 52.955166098749373
leaf_count=75 45 50 12 37 103 8 506 117 5 11 32 15 35 8 12 32 37 15 595 120 26 43 38 20 7 27 105 6 58 1834
internal_value=-9.85462e-06 -0.00064824 -0.0282631 0.00300912 -0.0799991 0.0592662 0.00129843 -0.0403944 0.02204 -0.00846071 0.000138047 0.0115628 0.0263889 -0.0236995 0.0111921 0.00730284 -0.0506702 -0.0154322 -0.000526253 -0.021403 -0.000189798 0.0163072 -0.0152072 0.0338785 0.00394143 0.0299514 -0.0175998 -0.000649247 0.0269604 -0.000904424
internal_weight=74.4187 61.429 1.70067 12.9896 0.470757 0.383338 12.6063 0.447889 0.230472 1.22991 59.7284 3.28212 2.31061 0.971505 0.6718 1.78496 0.325003 1.1983 56.4463 0.895272 55.551 1.5052 0.53882 0.966381 0.563261 0.458644 0.190381 54.0458 0.494935 53.5508
internal_count=4034 3316 176 718 115 53 665 159 42 61 3140 186 114 72 57 79 49 47 2954 715 2239 266 81 185 165 158 131 1973 133 1840
is_linear=0
shrinkage=0.1


Tree=302
num_leaves=31
num_cat=0
split_feature=0 3 2 4 3 4 3 1 1 1 4 0 4 4 3 4 2 2 1 4 4 4 0 2 0 4 4 4 2 3
split_gain=0.0137429 0.0549613 0.0530425 0.0582202 0.0295889 0.0510309 0.0544535 0.0284734 0.0192183 0.106248 0.0903764 0.0550349 0.0476986 0.0676751 0.0187438 0.0185335 0.0575727 0.0559416 0.103663 0.021637 0.203828 0.168717 0.155781 0.208526 0.390628 0.283217 0.232355 0.122362 0.167311 0.14943
threshold=71.249517373150013 -0.23921499999999998 -0.23375499999999999 48.86568841230001 -0.50325999999999993 48.86568841230001 -0.52484999999999993 61.93938686740001 60.613977009100005 58.167480110400007 42.066503896600004 71.332859575200004 39.458743938000005 35.782584506850007 0.10335500000000002 33.96174662340001 0.15844000000000005 0.10957500000000002 69.563854125350005 38.400997490450003 38.748048509250005 38.478081868400004 91.066142252700018 -0.056724999999999998 94.773526014550015 38.244973486750006 35.050303764500008 39.051326806600009 -0.070909999999999987 0.085185000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 -2 9 10 12 -12 13 -6 -11 16 17 18 -10 22 21 -21 -17 24 -24 26 -26 28 29 -22
right_child=4 2 3 -5 8 -7 -8 -9 15 14 11 -13 -14 -15 -16 19 -18 -19 -20 20 27 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.10230158694239132 0.018562767864223902 0.075207111218310738 0.039736343852912671 -0.10403493921457548 0.095544609137564782 0.071138856163690048 0.099234958370525012 -0.10198043334627337 0.03828308593734054 -0.10330660072124387 0.019642836762345128 -0.072303010810773879 0.08520173021977881 -0.10110101067683333 -0.031508740236215936 0.019294083686442844 -0.078972804102541622 0.10080179831836938 -0.10326552525455929 -0.0028061283712105776 0.046510249518097888 -0.078513535746468646 -0.10705968430635573 0.0058996738262634867 0.0096377949808832269 0.10036261954851543 -0.095944561190392338 -0.0003826071855099488 0.051921330426915303 -0.067259412783336872
leaf_weight=0.065214802661103022 0.030811636317594093 0.067182569893702748 0.052797064341105648 0.060375609202310443 0.031427498121060604 0.15264079719781876 0.029722428423879843 0.053829439138553425 0.13121351237247303 0.12799249433874138 0.11505781672894955 0.14992635719681857 0.15349184040678665 0.039493431679147761 0.050789481201718445 4.1723258844549473 0.12081081942199035 0.048984685752657242 0.08542026926564894 0.57341614673350594 0.19719425824769121 0.604869083811991 0.52756613941892272 4.1848806436441919 0.59925312490095428 0.21519564528716728 0.31959885662405441 59.90387895517209 1.0023235963926698 0.27848812170486781
leaf_count=97 33 33 60 16 7 6 8 38 36 64 6 45 15 43 10 156 54 4 94 15 16 46 45 148 28 5 184 2666 26 30
internal_value=-1.00502e-05 -0.0236274 0.00482047 -0.0369631 6.84297e-05 0.0332976 -0.0172091 -0.0580995 -5.20631e-05 -0.0169343 0.0071672 -0.0323795 0.0538636 -0.0139606 -0.0829098 0.000102536 -0.0217394 0.004292 -0.0175306 0.000218828 -0.00047213 -0.0416703 0.00453336 -0.00600057 -0.0359721 -0.00290173 -0.0270863 0.000318708 0.0287432 -0.0200962
internal_weight=74.1462 0.24557 0.180355 0.113173 73.9006 0.267004 0.114364 0.0846411 73.6336 0.668179 0.489397 0.264984 0.224413 0.0709209 0.178782 72.9654 0.386429 0.265618 0.216634 72.579 62.5602 1.17829 10.0188 5.84649 1.66161 1.13405 0.918852 61.3819 1.47801 0.475682
internal_count=4034 206 109 76 3828 85 79 71 3743 190 116 51 65 50 74 3553 188 134 130 3365 2799 61 566 410 262 217 212 2738 72 46
is_linear=0
shrinkage=0.1


Tree=303
num_leaves=31
num_cat=0
split_feature=2 2 4 2 3 2 4 2 1 3 4 4 0 0 0 2 1 3 4 4 3 3 3 4 0 3 2 4 2 4
split_gain=0.0141405 0.0563873 0.152537 0.0520627 0.122527 0.112775 0.530899 0.320293 0.162454 0.205642 0.0778294 0.135696 0.0494417 0.288855 0.160007 0.0910148 0.0897923 0.0537697 0.139681 0.289193 0.179067 0.158853 0.109015 0.124469 0.158561 0.105661 0.0770541 0.082377 0.0753311 0.0750529
threshold=-0.091919999999999988 -0.08854999999999999 41.50623664750001 -0.086139999999999994 0.10249000000000003 -0.081354999999999997 41.535369675400013 -0.083424999999999985 62.079186690200011 0.085335000000000022 42.434124620650003 41.806790701050012 85.705356740550016 85.791387400750025 85.334349518600007 -0.10946499999999999 61.998532946250002 0.093905000000000016 36.79544512155001 40.241071441700008 0.10433500000000002 0.096010000000000026 0.09180000000000002 38.748048509250005 91.066142252700018 0.09914000000000002 -0.18231499999999998 39.749124837650008 -0.16048499999999999 41.035283712600005
decision_type=2 2 2 2 2 2 2 2 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 10 6 -5 -8 -9 -10 11 -3 14 -14 15 -1 -15 22 20 21 -19 -20 23 24 -18 -21 27 -23 29 -27
right_child=1 3 -4 5 -6 -7 7 8 9 -11 -12 -13 13 16 -16 -17 17 18 19 25 -22 26 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0081111086757139732 0.00057469909220793196 -0.017214507017409977 -0.048073220913318587 -0.092116765451926819 0.040762344285688215 0.00041032632830147468 0.057205170098993154 0.00050889981660946933 0.011466444622273831 -0.11154743945095298 -0.025623856179929738 0.040427259684495037 0.082078996647487787 -0.015872638239475861 -0.10289820465867068 -0.070788393568069527 0.00077900114539417812 0.085473970737726612 0.00053202731171968633 -0.034596721812969203 -0.0016549712298863822 -0.10121470096286632 0.044278857992016883 0.0078110856319291979 -0.094393303959443453 0.088905580167614046 -0.10847622005225868 0.036775777340207864 0.0019334483467901621 0.013075538709317772
leaf_weight=1.0481398298580442 2.1410421403409283 0.80099788849112463 0.92213111646969981 0.76015639346971342 1.0240927944250868 42.278977355830079 0.7656904189889252 1.228135529730934 0.22159289434762297 0.35139131334352669 0.81706132279214205 0.83326680290338118 0.45596138690598564 2.5675546680577126 0.18418933249631653 0.16990555160556908 0.47657893900759862 0.34605009852299307 0.28647888755858764 0.57767633236971994 0.74091393239271497 0.085016425895787506 0.7578984430914496 11.232550786335418 0.27668746552706214 0.23199311936650735 0.49652499641061354 0.088086462928913534 1.3871883586361939 0.29841429373664141
leaf_count=457 32 23 57 65 17 1749 34 35 14 54 27 19 15 25 42 19 28 29 18 71 32 34 54 812 154 15 32 6 35 30
internal_value=-1.42516e-05 -0.000907051 -0.0140702 -8.5539e-05 0.0117126 -0.000984618 -0.0187115 0.00302731 -0.0200047 -0.0639737 -0.000423588 0.0121755 0.00213035 0.00338448 -0.0160305 -0.00289461 0.0015768 0.00416922 -0.00517774 -0.0150231 0.0260837 -0.0617862 0.0074979 0.00517213 -0.0341794 0.00289498 -0.0884471 -0.0309958 0.0141894 0.0462426
internal_weight=73.8523 52.1445 3.06317 49.0814 3.47542 45.6059 3.32697 2.56681 1.80112 0.572984 2.45133 1.63426 21.7078 20.3056 1.40223 1.21805 19.8496 17.2821 4.53834 3.45138 1.08696 0.956107 12.7437 11.9858 0.753266 2.49527 0.669628 0.173103 1.9176 0.530407
internal_count=4034 2126 89 2037 86 1951 202 137 103 68 69 42 1908 1390 518 476 1375 1350 302 241 61 90 1048 994 182 151 72 40 80 45
is_linear=0
shrinkage=0.1


Tree=304
num_leaves=31
num_cat=0
split_feature=2 4 2 1 1 2 1 0 2 3 3 2 4 1 2 2 1 3 2 3 1 2 1 0 0 1 2 1 4 2
split_gain=0.0139181 0.122327 0.0220028 0.0899329 0.0485046 0.0353166 0.0503008 0.243036 0.0501805 0.0796547 0.148122 0.0376188 0.184293 0.0244984 0.0216343 0.110648 0.161177 0.111344 0.0742193 0.140721 0.0511998 0.0370334 0.145836 0.260428 0.229505 0.204871 0.157291 0.104377 0.0387186 0.219012
threshold=0.27538000000000007 38.539340721750001 0.20167500000000002 67.300172379550006 68.20618276945001 0.17076500000000003 61.93938686740001 88.17067284620002 0.12427500000000002 0.096665000000000015 0.089415000000000022 0.086310000000000026 37.999598532650005 81.011308844800013 0.048475000000000011 0.0023400000000000005 62.132955852800002 -0.046510000000000003 0.05399000000000001 0.093580000000000024 61.987779113750001 -0.026144999999999998 63.530954080650012 87.278104746850019 93.399723909900004 73.553525990900013 -0.016679999999999997 78.527173532250018 40.467253020850002 -0.058374999999999996
decision_type=2 2 2 2 2 2 2 2 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 8 -7 -8 11 10 -10 14 -13 -6 15 21 20 -18 19 -16 -17 28 23 26 -24 -26 -23 -27 -1 -30
right_child=1 -3 3 4 13 6 7 -9 9 -11 -12 12 -14 -15 18 16 17 -19 -20 -21 -22 22 24 -25 25 27 -28 -29 29 -31
leaf_value=0.0030393287320172398 0.0072209092519535797 -0.084986816028773324 0.056147415699646278 -0.022213088453905308 0.032877922818426303 0.0016038218743401245 -0.11105375605017503 0.029696530426876061 0.073006430859979085 0.08328730457799742 -0.068082525701618254 0.040291511678422966 -0.09348235058222433 0.0011071791553663955 0.086838196963624978 -0.028258357806377185 0.014189606064085123 -0.10572099002679887 0.0014721231183078747 0.0042583196386549466 0.012594878039609375 0.049733150033863111 -0.098167582392938449 0.089245391063577595 0.065056039972643365 -0.10824513136401231 -0.014124533915603144 0.0077649920923812555 0.00062312952045354521 -0.022557501058703619
leaf_weight=20.244728590124055 0.66409579664582352 0.18366794278153975 0.35477488985088612 0.59244391345418979 0.40461851744748834 0.58868555852677562 0.24914056780107785 0.24169138428987935 0.14390571394392182 0.18720578786286524 0.1540828649795003 0.19546157221702642 0.21766473554602328 0.6065301869095947 0.30758238934276771 0.60163067123858016 0.10057489891141802 0.33661203019278219 7.1557793302778236 0.626991394358555 0.62593678780831397 0.57015978627896435 0.28109754444449198 0.48551326082088042 0.33017644938081503 0.1495424976455979 1.1924296512306747 0.16111164525193544 30.84925926342056 4.6963390743442472
leaf_count=1047 82 70 41 8 30 8 12 28 39 15 24 11 111 43 64 50 12 103 126 6 11 32 15 35 8 12 47 37 1751 156
internal_value=-1.69564e-05 -0.0127559 0.000131693 0.0105875 0.00050795 -0.000157958 -0.0181067 -0.0417467 0.000120377 0.0321676 5.26595e-05 -0.000104554 -0.0301902 0.0138205 7.63251e-05 -0.000571864 -0.0259962 -0.0781355 0.00493353 0.0314366 -0.00742729 0.000145997 0.0106599 0.0243953 -0.0228336 0.0102114 0.00653205 -0.0480799 -0.000451408 -0.00243953
internal_weight=73.4994 0.847764 72.6517 1.95837 1.60359 70.6933 1.07952 0.490832 69.6138 0.485194 0.297989 69.1286 0.413126 1.01115 68.7155 60.6251 1.66475 0.437187 8.09035 0.934574 1.22757 58.9604 3.17003 2.2481 0.921928 0.640831 1.76259 0.310654 55.7903 35.5456
internal_count=4034 152 3882 122 81 3760 48 40 3712 78 63 3634 122 73 3512 3316 176 115 196 70 61 3140 186 114 72 57 79 49 2954 1907
is_linear=0
shrinkage=0.1


Tree=305
num_leaves=31
num_cat=0
split_feature=3 3 0 4 2 3 4 3 3 1 3 1 0 2 2 1 1 4 4 0 2 4 0 0 1 0 3 0 4 4
split_gain=0.0146175 0.143017 0.238414 0.0974699 0.110595 0.0831046 0.0796877 0.0771167 0.106137 0.35275 0.0835882 0.287796 0.0790906 0.0872619 0.182402 0.067189 0.219532 0.136407 0.405743 0.204396 0.223136 0.169525 0.14838 0.193948 0.1759 0.105235 0.134164 0.16351 0.102016 0.100535
threshold=0.09013000000000003 0.089415000000000022 89.493394246350007 35.050303764500008 -0.11347 0.090735000000000024 41.50623664750001 0.089305000000000023 0.08833000000000002 62.020040611300011 0.087475000000000011 75.271450736300025 91.394134144600017 0.04932000000000001 -0.079634999999999997 63.705703859100005 64.307918480350011 41.243661560350013 41.436838994450007 90.767723400200012 -0.078504999999999991 41.066313126200008 89.953120586650016 93.692765846100016 70.171445662850019 96.163458868000006 0.098545000000000021 97.752337623100019 38.244973486750006 37.828051409500013
decision_type=2 2 2 2 2 2 2 2 2 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 -2 8 10 -10 -5 12 -12 14 -14 -7 -17 21 -19 -20 -21 22 -18 -24 -25 28 -27 -28 -26 -29
right_child=5 2 -4 7 -6 15 -8 -9 9 -11 11 -13 13 -15 -16 16 17 18 19 20 -22 -23 23 24 25 26 27 29 -30 -31
leaf_value=-0.10085262358475729 0.053044702223245657 -0.10919602157227022 -0.0072518995981486062 -0.0019317506757786135 0.073102087716280392 0.0037767290229189878 0.0046027229963808893 0.030353773976056382 -0.11454701869514716 -0.0062112051572304266 0.012776170211945126 0.082715099823611207 -0.10468245885442672 0.0034198973315460717 0.03903947061201319 -0.1064167898770893 0.033215083282817519 -0.13194678282174763 0.066553899628883889 -0.003607404063854801 -0.10370120256516385 0.06188593623305353 -0.03998852003983789 0.03399467893849771 -0.10539700092509885 0.0079834309737288264 -0.10898838789267327 0.0022262666554891323 -0.018787097094715318 -0.050698070588605884
leaf_weight=0.041498316765538945 0.59533963459807526 0.32237262311536941 0.79551129703054357 27.784188296910077 0.30637284960734312 22.359708347023115 0.79047486520255461 0.7747628297911423 0.34972162405028884 2.1377893440271407 2.4477504887056512 0.52283552091603258 0.26577231456758521 0.60194100008811802 0.13224320672452372 0.2110496241657519 1.0861227856857993 0.31454747583484177 0.30065384591671307 1.0578713692192989 0.28211267303873899 0.43584541935706589 1.4115926848098732 1.292428314569406 0.19338972858349723 4.1015622827232505 0.20308308792300511 1.1697559474793875 0.45826524188487383 0.51781550450914426
leaf_count=132 22 43 53 2144 92 412 20 14 13 132 50 32 46 7 15 16 46 25 26 107 65 18 63 33 31 166 17 83 30 81
internal_value=-1.61962e-05 -0.00143448 -0.0366503 -0.000321303 0.0523506 0.00139056 0.0254132 -0.000844564 -0.00155046 -0.0214422 7.76976e-06 0.0135797 0.00309552 -0.0206013 -0.0569299 0.000450027 -0.00525598 -0.00359128 -0.0279081 -0.00796148 -0.0246806 0.000782637 -0.00176974 -0.0058346 0.0002402 -0.00632604 -0.00217569 -0.0242148 -0.0444901 -0.0140131
internal_weight=73.2644 36.4828 1.11788 35.3649 0.347871 36.7816 1.38581 35.017 34.2422 2.48751 31.7547 3.97054 3.44771 0.999957 0.398016 35.3958 13.0361 12.825 1.95519 1.64064 1.33998 10.8699 10.434 9.34789 7.9363 6.64387 5.99222 1.89065 0.651655 1.68757
internal_count=4034 2773 96 2677 224 1261 42 2453 2439 145 2294 150 118 68 61 1219 807 791 223 198 172 568 550 504 441 408 347 181 61 164
is_linear=0
shrinkage=0.1


Tree=306
num_leaves=31
num_cat=0
split_feature=4 4 1 2 3 3 2 1 2 4 0 0 4 3 3 1 2 2 2 2 3 4 3 2 4 2 2 4 2 1
split_gain=0.0172686 0.0758838 0.0740118 0.0860659 0.0747572 0.0616724 0.0869914 0.133609 0.231179 0.0523817 0.14567 0.0577099 0.0502395 0.0701892 0.0823542 0.0428298 0.0544047 0.0717356 0.0412038 0.0378002 0.0611341 0.097529 0.165652 0.0339395 0.0350492 0.0253134 0.115196 0.226708 0.108332 0.218488
threshold=37.038444968100009 36.893814626400008 71.397382570300024 -0.116995 0.11531000000000002 0.10546000000000001 -0.095204999999999998 70.077349628250019 -0.053159999999999992 37.784765830350004 92.805574663100018 89.415428960600011 36.491284729650012 0.10157500000000001 0.096010000000000026 69.64719632740001 -0.098419999999999994 -0.122095 -0.26894999999999997 0.23835000000000003 0.09450500000000002 40.098777110850008 -0.059734999999999996 -0.117885 36.728658719300007 0.04932000000000001 -0.0034049999999999996 41.035283712600005 -0.026144999999999998 63.530954080650012
decision_type=2 2 2 2 2 2 2 2 2 2 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 23 -5 6 12 8 -8 10 11 -2 13 14 15 16 17 18 -1 25 21 22 -21 24 -4 26 28 -28 -11 -30
right_child=9 -3 3 4 -6 -7 7 -9 -10 19 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.074377326508502623 0.027522897947428189 -0.051441754913770593 -0.10076618898612517 -0.10376813239735901 0.044978888550800178 -0.015728736331593246 0.089817690210500623 -0.013061318603312345 0.0077581923507944409 -0.00052844024049139332 0.00029976022285961584 0.093498038682528276 -0.10486550725061868 -0.10083135852534231 0.067258927845684865 -0.10242785871442972 -0.103039939469804 0.10040484280694587 -0.10076968449353972 0.096489556619814149 -0.0018543579480717306 -0.10798926543639575 -0.10172559795919206 0.092786759944488664 0.093980086207345312 0.0049239563047283807 -0.008846209309200494 -0.094422007976477151 0.043067323574964678 -0.037635309281184491
leaf_weight=0.019125754047081611 0.25934027455514241 0.33759244996690529 0.025969484372410534 0.2017546015250532 0.040584071367504748 1.4759641129930967 0.51415940828155737 0.92217221303144459 1.0331926126818867 50.827603838088187 1.5021398589104817 0.27126172510907054 0.073076665197731927 0.079040228854864836 0.12926054699346423 0.063275812193751335 0.04345952926087171 0.064957021735608578 0.045115850270988744 0.086285284472978674 0.67073123610134644 0.1680695235326084 0.082450175046686836 0.048346700612455384 0.014346877149165493 9.6860943665313908 1.9472958201749926 0.36809267870751217 1.422400313655088 0.43900839828847882
leaf_count=4 32 30 107 170 21 39 20 19 41 2410 83 9 7 4 11 5 6 6 121 17 27 58 33 3 13 375 55 179 92 37
internal_value=-2.38584e-05 -0.00561696 -0.00238985 -0.0480144 -0.0788577 0.000994083 0.00925777 0.0170687 0.0350252 0.000399884 0.0162099 0.0612516 -0.0280297 -0.0153902 0.00310209 -0.0320474 -0.0062543 0.0263022 -0.0486256 -8.92884e-05 -0.0193096 -0.054071 -0.000365451 0.036288 -0.0314643 0.000210063 -0.000620038 -0.0224508 0.0003393 0.0240338
internal_weight=72.8622 5.13139 4.7938 0.331002 0.242339 4.4628 2.98684 2.46952 1.54735 67.7308 2.03274 0.530602 0.517311 0.444235 0.365195 0.235934 0.172658 0.129199 0.0642416 65.698 1.00754 0.336805 0.168735 0.0886631 0.0403164 64.6905 55.0044 2.31539 52.689 1.86141
internal_count=4034 627 597 314 191 283 244 80 61 3407 124 41 164 157 153 142 137 131 125 3283 135 108 50 123 120 3148 2773 234 2539 129
is_linear=0
shrinkage=0.1


Tree=307
num_leaves=31
num_cat=0
split_feature=4 4 1 3 3 4 3 2 2 3 4 0 4 2 4 0 1 0 2 3 4 3 1 3 0 3 1 0 0 0
split_gain=0.0142589 0.0627866 0.0661835 0.0769975 0.0875756 0.0761041 0.0545415 0.136382 0.107034 0.157003 0.0959187 0.0861009 0.0587749 0.0500161 0.0432569 0.125908 0.0698116 0.0340407 0.0318418 0.0680398 0.0905156 0.148953 0.0254597 0.153578 0.105302 0.0774001 0.101627 0.0762608 0.189482 0.0897154
threshold=37.038444968100009 36.893814626400008 71.397382570300024 0.094175000000000023 0.094725000000000018 33.151194885250007 0.09117500000000002 -0.092990000000000003 -0.012794999999999999 0.088435000000000027 35.879804895950009 97.991610396700011 36.242939472700009 -0.070909999999999987 37.784765830350004 92.805574663100018 65.29995953045001 96.741477366050006 0.22598000000000004 0.09450500000000002 40.098777110850008 -0.059734999999999996 76.279622535200005 0.10608500000000003 97.878695155250014 0.078105000000000022 77.742143758150021 99.642323688800005 100.27142289135001 101.55650587770002
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 17 9 10 -1 13 -12 -9 15 16 -2 -8 22 20 21 -20 -16 24 -24 -26 -27 -28 -29 -30
right_child=14 -3 3 4 5 -7 7 11 -10 -11 12 -13 -14 -15 18 -17 -18 -19 19 -21 -22 -23 23 -25 25 26 27 28 29 -31
leaf_value=0.00015073954317873061 0.018103232105703453 -0.047240393153435783 -0.10421905842434559 0.1011910735782386 0.082298308672119624 -0.10099051629867054 0.030962264864478894 -0.088097230023204673 0.050890910900504932 0.084265966653564242 -0.012166071189107954 -0.0029622783832159326 -0.10879172366479238 -0.03204829991803608 -0.00037180648288380951 0.00026981826469392917 0.092504110261240502 -0.0041208825655363176 0.095472572210641773 4.7889693615058932e-05 -0.10677735591846022 -0.1015606236346972 0.067449514924660656 -0.078893569887114434 0.071810059038024524 0.068223955935170388 -0.059102078013969009 0.084848522134155738 -0.064508911447446568 0.0014878313597343508
leaf_weight=1.1640919016391396 0.23574046842986662 0.33120835829458872 0.13342615809559077 0.054910625781303679 0.030887577132318711 0.084978174662353467 0.60198699717761905 0.30340076706488617 0.53882059817260231 0.1920953088938403 0.11022924970529846 0.4902222529053688 0.14677375003520865 0.33501175824312646 59.774850330440351 1.5019546741527277 0.27120581874623895 0.51161807030439377 0.078865041978133377 0.68513917766904342 0.16682235483520458 0.074719023326905498 0.3071773974937767 0.19875975522857903 0.1759697790373379 0.23320967667677894 0.20499311282765154 0.26612954400479827 0.22005883307429064 3.2192330886320768
leaf_count=108 31 30 208 4 24 78 40 20 31 11 16 2 29 23 2130 83 10 3 17 31 65 33 102 59 250 15 12 8 31 530
internal_value=-2.21177e-05 -0.00515892 -0.00219247 -0.047301 -0.00283136 -0.0521292 0.000930279 -0.00998418 0.0123024 -0.000586573 -0.0120564 -0.0344819 -0.0673487 -0.0586851 0.000359993 0.0148144 0.0579062 0.0148442 -8.26098e-05 -0.0177407 -0.0557789 -0.000384559 0.00019225 0.00717933 0.0108769 0.00685388 0.00409535 0.000270841 0.0035555 -0.00273489
internal_weight=72.6445 5.02966 4.69845 0.304203 0.170776 0.115866 4.39425 2.24224 2.15201 1.61319 1.42109 1.12863 0.257003 0.638413 67.6148 2.0089 0.506946 1.11361 65.6059 1.00555 0.320406 0.153584 64.6004 4.82553 4.62677 4.31959 4.14362 3.91041 3.70542 3.43929
internal_count=4034 627 597 314 106 102 283 88 195 164 153 45 45 43 3407 124 41 43 3283 146 115 50 3137 1007 948 846 596 581 569 561
is_linear=0
shrinkage=0.1


Tree=308
num_leaves=31
num_cat=0
split_feature=1 0 1 1 2 2 0 4 4 3 2 4 4 2 0 1 2 4 0 3 4 2 3 3 0 2 1 2 4 4
split_gain=0.0143108 0.209273 0.122826 0.0899889 0.200968 0.23094 0.150509 0.142312 0.0729866 0.0536842 0.215219 0.198615 0.0947465 0.0703231 0.0497318 0.101259 0.259276 0.0953602 0.280317 0.361995 0.241193 0.133155 0.154659 0.18713 0.126175 0.125641 0.103087 0.0948733 0.139495 0.166867
threshold=71.096275259700022 94.940210418650011 70.776348742200014 70.171445662850019 -0.059424999999999999 -0.044409999999999998 94.773526014550015 41.741384785950011 41.289992964000007 0.10608500000000003 -0.08786999999999999 37.828051409500013 41.092444989200011 -0.59502499999999992 87.350693116400024 62.240494178000013 -0.14259499999999997 40.720231579350006 90.767723400200012 0.086030000000000009 39.861052345600008 -0.12546499999999997 0.11922500000000003 0.093325000000000033 91.394134144600017 -0.028049999999999999 66.964115113200009 -0.077085000000000001 36.242939472700009 38.903925214650009
decision_type=2 2 2 2 2 2 2 2 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 14 6 -6 -5 -8 -7 -3 12 -12 13 -11 15 -1 -17 20 25 26 21 -16 23 27 -22 -19 -20 -23 -29 -30
right_child=1 9 -4 4 5 8 7 -9 -10 10 11 -13 -14 -15 17 16 -18 18 19 -21 24 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00051296728612519658 -0.10145606958696174 -0.00018683999232324582 0.032219154245387932 -0.10802658762873069 0.09381791305801071 -0.10928426863004599 0.064249378605126792 -0.080145816071371681 0.0091209237293667957 0.050812182751112302 0.051696774284510853 -0.10650308691547566 0.075255079663758662 -0.1027107068486985 -0.039085386612778619 0.02452362283281577 -0.090307146995374094 -0.00060985671882953689 0.095080976620870353 -0.089342918688677456 0.09534649087259249 0.035331232159052921 -0.030161636778563563 0.046580592969912828 0.026909970174889927 0.034952753936098695 -0.0087879290663921469 0.01357184547053596 -0.073234756467599776 0.014202264276090027
leaf_weight=34.361409190237147 0.21053446427828504 19.262904203380426 1.2194850186333486 0.35346067543696336 0.2252075644209981 0.10804044501855858 0.13420751551166177 0.13889417210339161 0.1004728862317279 0.052916901669959771 0.10214437533886567 0.35577044897087262 0.20994562055420829 0.068408068964814106 0.58790912360564096 0.36865473369472568 0.42137571535380303 5.3637674875814119 0.14382673799991585 0.74277660645384458 0.48382618441246428 0.71805338235571925 0.7766667294781654 1.5313882490154354 0.6078631317068357 1.2192666755290709 0.28467134020957019 1.3851103344932192 0.5267565338872372 0.37268778122961521
leaf_count=1224 234 1554 38 49 6 8 8 33 33 11 27 64 14 39 39 101 80 91 11 37 28 38 9 61 30 49 45 24 23 26
internal_value=-2.00229e-05 -0.00227548 0.00085589 0.000105305 -0.0287229 0.0236046 -0.0649452 -0.00918719 -0.0522303 -0.00123414 -0.0267973 -0.0712144 0.0346003 -0.0357504 0.0007179 -0.0013268 -0.0367233 0.00559251 -0.00204309 -0.0471182 0.0140627 0.00607149 0.0110705 0.0181335 0.0572404 0.00597682 0.026076 0.00362496 -0.00634057 -0.0370049
internal_weight=72.4384 20.2626 52.1758 50.9563 1.06028 0.433721 0.626562 0.273102 0.208513 20.0521 0.789185 0.457915 0.331271 0.121325 49.896 35.1514 0.79003 14.7446 7.75431 1.17127 6.99026 5.89857 5.31066 4.534 1.09169 6.58303 0.428498 3.00261 2.28455 0.899444
internal_count=4034 1943 2091 2053 137 47 90 41 41 1709 155 91 64 50 1916 1405 181 511 233 93 278 220 181 172 58 140 56 111 73 49
is_linear=0
shrinkage=0.1


Tree=309
num_leaves=31
num_cat=0
split_feature=2 2 3 3 3 4 3 2 2 0 0 0 0 2 2 3 1 4 3 1 0 1 0 3 4 0 2 2 1 0
split_gain=0.0132115 0.0618361 0.0586868 0.16877 0.102829 0.193185 0.216546 0.0813587 0.0872319 0.0707136 0.185374 0.0823827 0.134278 0.0620059 0.104996 0.330316 0.16582 0.18453 0.0660353 0.14701 0.139654 0.181673 0.239442 0.160417 0.126533 0.0948119 0.137506 0.0690018 0.0796437 0.0554422
threshold=-0.037054999999999998 -0.033799999999999997 -0.144095 -0.27343499999999998 0.049900000000000007 40.098777110850008 -0.089139999999999997 0.033995000000000011 0.20949500000000004 85.877418060900013 85.683849075550015 86.054856297550018 86.565663342300013 -0.032369999999999996 -0.018034999999999999 0.12535000000000004 77.255532836550017 40.206947806850003 0.11278000000000003 67.300172379550006 90.407470010750018 66.590419433100024 94.985914206850012 0.10932000000000001 36.893814626400008 87.350693116400024 0.0023400000000000005 0.066710000000000019 72.378669787950017 96.741477366050006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -9 10 -6 -11 -13 -14 15 16 -15 -18 20 -20 23 -22 24 25 -23 -16 -27 28 -24 -29
right_child=1 2 4 7 9 -7 -8 8 -10 11 -12 12 13 14 18 -17 17 -19 19 -21 21 22 27 -25 -26 26 -28 29 -30 -31
leaf_value=-0.00090538135289964313 0.026576785250006014 -0.10259459181002036 0.067240161336151419 0.096331964582501539 0.0021817581103189838 -0.10813940949805478 -0.061115152094612962 -0.10180961805303496 0.098227689244289207 0.026637769611240272 -0.084702833164914171 -0.032904173201094802 -0.027623230278811573 0.092120283618681797 -0.11163263697874762 -0.0014827194836892852 -0.10607759538564686 0.083126024828227452 0.045805038449561131 -0.014253245426758033 0.074728680138197653 0.036405649504051667 0.039057944074711061 0.0043956183311220079 -0.091466867399263907 0.016438075820256724 -0.099210080361591055 -0.020092492431852238 0.001805024297019401 0.0029657457868187717
leaf_weight=50.571019979466499 0.98132468003314244 0.070495713320951836 0.24610972378013685 0.25236038116304982 0.89720528864058013 0.24910560269404414 0.28209579548885599 0.050225833058405556 0.038518109764481778 1.3773639572173149 0.33809957222547382 1.0802799175144198 0.61305823345902766 0.74626248690766717 0.27401644783091572 1.9799119968665762 0.1006401853371699 0.10567323873965506 0.92267979960888513 0.73004361895826264 0.33213373238686372 0.095341193256898715 1.0170516722428131 0.61117185233160853 0.41085263056982058 0.22743317717686296 0.18763215537364886 1.347204426929238 1.317086776421007 4.6145366903186016
leaf_count=2819 15 85 31 25 119 59 19 71 17 16 18 40 7 32 8 9 13 58 17 44 14 6 21 11 90 15 33 13 129 180
internal_value=-2.26377e-05 0.00205409 0.00088104 0.0382604 0.000115715 -0.0355456 -0.00130985 0.0673707 -0.0149861 0.00155007 -0.0215983 0.00313077 0.00119349 0.00354977 0.00482215 0.0217968 0.0701828 -0.00916796 0.000703919 0.019276 -0.00223773 0.00212713 -0.000612387 -0.0329006 -0.0673822 -0.06598 -0.0358412 0.00346174 0.0180372 -0.00224484
internal_weight=72.0669 21.4959 20.5146 0.4116 20.103 0.777311 0.528206 0.341104 0.0887439 19.3257 1.2353 18.0904 16.713 15.6327 15.0197 2.93249 0.952576 0.206313 12.0872 1.65272 10.4345 9.13421 8.80207 1.30025 0.506194 0.689082 0.415065 8.29588 2.33414 5.96174
internal_count=4034 1215 1200 198 1002 109 50 113 88 893 137 756 740 700 693 112 103 71 581 61 520 453 439 67 96 56 48 343 150 193
is_linear=0
shrinkage=0.1


Tree=310
num_leaves=31
num_cat=0
split_feature=1 1 3 1 3 0 0 3 3 3 3 1 0 2 4 2 3 0 4 1 3 0 4 4 4 2 4 1 0 0
split_gain=0.0130807 0.0732402 0.211736 0.0894084 0.107136 0.0654926 0.370626 0.0830621 0.0753061 0.17925 0.0839764 0.129486 0.101005 0.127606 0.0729181 0.106026 0.485184 0.082258 0.0624018 0.0520907 0.116276 0.106265 0.0884562 0.0885597 0.0750194 0.0743085 0.0993818 0.0633741 0.0970841 0.095795
threshold=61.987779113750001 62.009286778800011 0.086230000000000015 62.020040611300011 0.087795000000000026 86.479632682150012 86.256490657300006 0.096995000000000012 0.086520000000000027 0.082935000000000023 -0.059734999999999996 61.923256118600001 86.135510041400025 -0.10623499999999998 40.467253020850002 -0.084794999999999995 0.097015000000000032 85.812895065800021 41.319407281650008 62.052302108850007 0.085820000000000021 85.764502819450016 42.686561923500008 42.719328117250008 47.927946529500012 -0.055334999999999995 42.522337019050006 62.068432857650002 86.103248543850015 86.382848189450016
decision_type=2 2 2 2 2 2 2 2 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 6 8 -7 9 10 11 12 13 -1 17 18 -17 -10 -16 20 -5 22 -21 -24 -25 26 -22 -23 -29 -30
right_child=1 3 -4 19 -6 7 -8 -9 14 -11 -12 -13 -14 -15 15 16 -18 -19 -20 21 25 27 23 24 -26 -27 -28 28 29 -31
leaf_value=-0.0019684913982881127 0.048765221402987537 0.0031001355943502964 -0.001456793498767461 -0.025934249513467136 -0.050115181579543422 -0.0086859846975937873 -0.11290821342670235 0.022253549504306972 0.0017835011423684166 -0.094104503961219554 0.014887099205311305 -0.10572553052338735 0.10122909685943321 -0.10482847634491982 -0.017607363284994095 0.055689779459119619 -0.11018443594362089 0.037249186189939117 0.010710508395253501 -0.10552654902592296 0.038575588319708247 -0.019102352131959481 0.10091340212004862 -0.087258383951011612 0.10044206462334788 -0.0035610258603179035 0.0021078461977810836 0.024100020905123545 -0.038929786537728134 9.6442475542971262e-05
leaf_weight=0.61131241086274979 1.2026756740415288 0.73493240894413137 2.7797279563383199 0.77800242553484977 0.77967609948245808 1.539904041681438 0.3205377049744137 1.9878095919266341 2.0023049982230536 0.28304514835326688 0.83246773762220838 0.17684818596507057 0.072541356086730957 0.15025296765918472 1.230975901886268 0.29997118596156713 0.42785483488933096 0.9711707280948757 2.1155162635404849 0.17576012883838998 1.920548615511507 1.7240882224868972 0.054247017949819565 0.10838721017205444 0.026499206200242043 1.3642924482410306 1.2232648177887311 1.6693261242762663 0.63818525243550439 43.555874681952332
leaf_count=215 27 30 49 26 10 29 7 17 76 36 45 82 2 115 29 27 26 14 40 76 21 28 2 113 2 32 31 64 27 2736
internal_value=-1.91196e-05 0.000616617 0.0137101 -0.000335725 -0.0242936 -0.00288649 -0.00720916 0.00874794 -0.00351616 -0.0200102 -0.0086335 -0.0280015 -0.0115223 -0.0222622 0.00146043 -0.00722909 -0.0418199 0.013367 0.000294044 0.000345864 0.00976703 -0.000692693 -0.054452 -0.00698875 -0.0503836 0.0159283 0.0243859 -0.000280476 0.000427073 -0.000467117
internal_weight=71.758 58.7355 3.9824 54.7531 1.51461 13.0225 9.4948 3.52771 9.17426 2.12647 1.84342 1.01095 0.834107 0.761565 7.04779 4.07432 0.727826 2.97348 3.34649 53.2385 5.28611 47.9524 0.364894 0.189133 0.134886 4.50811 3.14381 47.5875 45.8634 44.1941
internal_count=4034 3274 76 3198 40 760 714 46 707 495 459 414 332 330 212 122 53 90 69 3158 110 3048 193 117 115 84 52 2855 2827 2763
is_linear=0
shrinkage=0.1


Tree=311
num_leaves=31
num_cat=0
split_feature=0 1 4 3 3 1 1 2 4 3 3 0 1 3 4 0 1 3 4 4 0 0 3 4 4 1 0 0 3 4
split_gain=0.0130171 0.082393 0.220035 0.140836 0.178073 0.0943278 0.0519277 0.0664072 0.044574 0.112632 0.166826 0.141433 0.126481 0.104939 0.0952873 0.143442 0.178613 0.0576668 0.0545498 0.0711048 0.0437388 0.0993636 0.125649 0.0899322 0.198423 0.126812 0.0743522 0.0703711 0.0586236 0.0517234
threshold=87.170566421650008 64.665483411650015 41.481306584950012 0.089920000000000014 0.08673500000000002 65.29995953045001 62.391047833300007 -0.06828999999999999 39.664548207900005 0.081155000000000019 0.093325000000000033 85.242941942100018 61.622148808000013 0.082535000000000011 40.159267750750011 86.83719761350001 62.020040611300011 0.08729000000000002 39.458743938000005 35.782584506850007 85.812895065800021 85.667718326750006 0.09180000000000002 41.385032804600009 41.685324604100011 62.025417527550012 85.624702996650015 82.602876058000007 0.09062000000000002 42.456897412850005
decision_type=2 2 2 2 2 2 2 2 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 -2 -3 7 -4 9 12 13 -12 18 -11 -10 20 -17 -15 19 -1 21 22 26 -23 -25 -26 28 -24 -16 -27
right_child=1 5 6 -5 -6 -7 -8 -9 14 10 11 -13 -14 17 15 16 -18 -19 -20 -21 -22 23 27 24 25 29 -28 -29 -30 -31
leaf_value=0.073411100206268329 0.076545455523458109 -0.058231533118710689 -0.017964661367755482 0.083585377466895261 -0.0052044521776437253 -0.00061120816253779466 0.013089133218473126 0.008193475252176681 -0.021061782788945167 0.0004694355832194773 0.0011585447405783192 0.053402162583366379 0.10039975862833782 -0.031631893442255511 0.00026271709552588938 0.0010986437133816264 -0.07504349236139024 -0.09943039983936372 0.10051644258646714 -0.10157699887894217 -0.0017432222508169189 0.0034867898759114706 -0.0040463724358641264 0.080288088630299514 -0.012896463059121711 0.086629708111670714 -0.10495142742391184 -0.10354860521206473 0.089870516357795083 0.019562340184145821
leaf_weight=0.033020829710273758 0.40220391773618558 0.28683569375425833 2.0532866823486988 0.54941440327092994 0.78946478664875031 29.910773610036834 2.4046753202565014 1.8404081538319585 2.604220230990907 0.51686081965453945 1.7177154738601532 0.74203413713257749 0.25888284775751913 0.26539468734881666 1.411271144808899 0.66351033002138027 0.57511854963377118 0.23792236579856763 0.030913969501852989 0.078244278141937684 19.340381196438102 2.3963105194270611 0.10882519300230331 0.59780506044626225 0.82534574117744319 0.22678927332162857 0.064277358877006807 0.20490942706010173 0.076992782222077838 0.23326646835630527
leaf_count=55 47 17 38 36 17 2448 42 13 34 4 48 26 52 28 479 6 38 28 2 52 329 17 42 8 27 6 12 43 5 35
internal_value=-2.13206e-05 0.00123661 0.0102332 0.0416988 0.0223872 -0.00115852 0.00153498 -0.00560066 -0.00146967 0.00860159 0.00281824 0.0169189 0.0587825 -0.0311799 -0.00280236 -0.00102305 -0.0342556 -0.0636808 -0.0169952 -0.0496447 0.000592049 0.00794099 -0.0113136 0.0163378 0.0326903 0.0105538 0.000350487 -0.0690342 0.00489842 0.0526239
internal_weight=71.4471 38.2371 8.03945 1.74108 1.19167 30.1976 6.29837 3.89369 33.21 3.88099 3.47993 2.45975 0.401062 1.02018 29.329 26.7248 1.23863 0.503317 0.142179 0.111265 25.4862 6.14579 1.86628 4.27952 1.88321 1.2854 1.55254 0.313735 1.48826 0.460056
internal_count=4034 2658 193 100 64 2465 93 51 1376 295 134 74 161 60 1081 1047 44 56 109 107 1003 674 581 93 76 68 496 85 484 41
is_linear=0
shrinkage=0.1


Tree=312
num_leaves=31
num_cat=0
split_feature=1 1 3 1 3 0 0 3 3 3 2 2 1 4 2 3 0 2 2 1 3 4 2 1 0 0 0 1 1 3
split_gain=0.0118377 0.0546091 0.17037 0.0722846 0.0825538 0.0540403 0.332112 0.0665258 0.0643225 0.152251 0.0743406 0.0919864 0.0848501 0.0625525 0.101495 0.417932 0.0732607 0.0480437 0.10006 0.0929833 0.0578849 0.0479672 0.0461545 0.0959247 0.105892 0.0818389 0.101267 0.0823546 0.094874 0.087806
threshold=61.987779113750001 62.009286778800011 0.086230000000000015 62.020040611300011 0.087795000000000026 86.479632682150012 86.256490657300006 0.096995000000000012 0.086520000000000027 0.082935000000000023 -0.037054999999999998 -0.046635000000000003 61.622148808000013 40.467253020850002 -0.084794999999999995 0.097015000000000032 85.812895065800021 -0.092710000000000001 -0.093879999999999991 61.778079379550007 1.0000000180025095e-35 41.319407281650008 -0.094519999999999993 71.322105742700003 95.469836670350006 87.009258933850006 86.479632682150012 62.111448187750007 62.181348099150007 0.088435000000000027
decision_type=2 2 2 2 2 2 2 2 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 6 8 -7 9 10 11 17 -12 16 21 -16 -10 18 19 20 -1 -15 23 25 -25 26 27 29 -29 -5
right_child=1 3 -4 22 -6 7 -8 -9 13 -11 12 -13 -14 14 15 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0040717087326146567 0.044392575432484552 0.0024663251380509349 -0.0014140600793878738 0.047588820568751765 -0.044205772061769226 -0.0076848334984675574 -0.11155864634435349 0.020123820865824749 0.001460326136714973 -0.089904426038222074 -0.055565845695367024 -0.10484504238410508 0.095771693046780529 -0.015416515986865774 0.050480032408337865 -0.10940665757000788 0.035304572430211886 -0.030567545389730173 0.10333351300889081 -0.10386584075907096 0.085489496558754249 0.0094744409884346629 -0.0014804486986800065 -0.10082317567912613 -0.0065340236712420219 0.018371477057717089 -0.011141440679069121 -0.030618764739504457 0.031152776962680741 0.0076462147981510298
leaf_weight=0.61382962299569299 1.1475493075777188 0.73049537234328343 2.7765587987087201 0.96349368824674542 0.78759307006839663 1.5418465742841356 0.29290785687044341 1.9460338773205874 1.9927714298626145 0.26352955099900999 0.051978116678695563 0.10710103181190778 0.12897386238910258 1.2291900415330026 0.2815284863988835 0.38991140893358534 0.94189510843716551 0.60418142928028828 0.094406209886074066 0.085821237651430238 0.081779092040960677 2.0916665542899864 37.906993643040451 0.12378558037807019 3.1517673883959478 5.3673252136962901 3.1606130683794618 0.70239430968649663 0.38488414277890115 1.2835591121111063
leaf_count=213 27 30 49 26 10 29 7 17 76 36 125 5 6 29 27 26 14 12 1 83 14 40 1751 143 750 321 22 13 115 17
internal_value=-1.43595e-05 0.000587309 0.0119814 -0.000232145 -0.0217474 -0.00277665 -0.00677574 0.00783077 -0.00334977 -0.0189962 -0.00842736 -0.0153511 0.0523003 0.00123914 -0.00690825 -0.0423677 0.0123228 -0.00887489 0.00608944 -0.00565883 0.00645754 0.000261241 0.000383601 0.00505141 -0.0100973 0.00923445 0.00168375 0.0138408 -0.00875235 0.0247728
internal_weight=71.2264 58.487 3.92411 54.5629 1.51809 12.7394 9.25147 3.48788 8.95856 2.0316 1.76807 1.58712 0.180952 6.92696 3.9923 0.67144 2.93467 1.48002 0.875836 0.78143 0.695609 3.32086 53.0448 15.1378 3.27555 11.8623 6.49494 3.33433 1.08728 2.24705
internal_count=4034 3274 76 3198 40 760 714 46 707 495 459 328 131 212 122 53 90 323 311 310 227 69 3158 1407 893 514 193 171 128 43
is_linear=0
shrinkage=0.1


Tree=313
num_leaves=31
num_cat=0
split_feature=2 2 4 2 1 1 2 2 3 2 3 4 2 3 4 3 1 4 1 3 4 3 3 1 2 2 2 4 0 3
split_gain=0.0145829 0.108686 0.214748 0.0907929 0.177859 0.178581 0.212993 0.185972 0.0713916 0.116136 0.10043 0.0470707 0.437146 0.146519 0.079293 0.080566 0.079821 0.0654007 0.116844 0.262169 0.0990406 0.0935605 0.117712 0.0594164 0.0508101 0.108326 0.0842701 0.0741003 0.0727109 0.133054
threshold=-0.06483499999999999 -0.068964999999999985 40.94178426300001 -0.054619999999999995 61.987779113750001 70.171445662850019 -0.059424999999999999 -0.058374999999999996 -0.24800999999999998 -0.033799999999999997 -0.27343499999999998 41.092444989200011 -0.033799999999999997 0.049900000000000007 40.720231579350006 0.11278000000000003 67.649671936450019 42.094663496250007 62.111448187750007 0.08376500000000002 42.388109226950007 0.087795000000000026 0.084360000000000018 62.009286778800011 -0.028049999999999999 -0.010319999999999999 0.0023400000000000005 39.577821550850011 86.382848189450016 0.10301500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -7 -6 9 -5 -11 14 -13 -14 15 24 -17 21 19 -19 -20 22 -15 -16 27 -26 -27 -10 29 -28
right_child=3 2 -4 8 5 6 -8 -9 11 10 -12 12 13 17 23 16 -18 18 20 -21 -22 -23 -24 -25 25 26 28 -29 -30 -31
leaf_value=-0.00059472449690398002 -0.04411243402047605 -0.10415817837558615 0.013386974833323415 -0.10912691568580052 0.097636934065675793 -0.10409368501651005 0.067867408540248184 0.019043017475326537 -0.0032169456231913524 -0.10236160968638129 0.047153733797154825 -0.09210132888162248 -0.084168990401949598 0.099399647746969577 0.0023202168377754987 0.040473524581428846 -0.0026404249882699023 0.08088263179719718 -0.043116260083007049 -0.11200337296077259 0.0038459437220902323 0.0068054622975919762 -0.0023107769973451197 0.040434994601977969 -0.04497103362968688 0.027830271042931801 0.065118002251683182 0.018485309477242147 -0.010779978838522592 -0.01303829864217544
leaf_weight=40.675982012958059 0.32315168465720745 0.2971724701619668 0.32584583908032982 0.15568861365318298 0.54961857957459848 0.17191511544478999 0.12396840059750491 0.66576951686874963 3.7769155514388357 0.063213572458153067 0.15528721478040708 0.54090577517468474 0.20042825228913486 0.26562450853452757 0.70072298821469192 1.0013227481394995 0.75185244042495458 0.096991334459744283 0.49056138132254989 0.25766506363606823 5.3097904999989254 2.3993881556211818 0.199057348731003 0.98240224825349287 0.6584194638666111 0.8081095318748045 0.37737634433324263 2.6965645740601758 5.4603544478094364 0.51518656872212887
leaf_count=2572 17 26 15 4 22 32 15 26 52 85 36 32 97 40 20 19 36 19 25 47 247 71 20 38 32 23 41 32 288 5
internal_value=-1.42785e-05 -0.00122961 -0.0426807 0.00167579 0.023225 0.0376236 -0.0320459 0.0545845 0.000257095 -0.0431281 0.00389806 0.000847656 -0.00472936 0.000396729 0.00391795 0.00175201 0.021984 0.00227601 -0.00353281 -0.059253 -0.000125857 0.0147594 0.0558296 0.024567 -0.000729652 -0.0061546 -0.00258563 0.00582325 -0.00645462 0.0200063
internal_weight=70.9973 41.299 0.623018 29.6983 1.83442 1.51127 0.295884 1.21539 27.8638 0.374189 0.218501 27.4896 9.76041 9.21951 17.7292 16.0461 1.75318 9.01908 6.15501 0.354656 5.80035 2.86407 0.464682 1.68313 14.2929 7.81945 7.16103 6.47348 6.35292 0.892563
internal_count=4034 2613 41 1421 112 95 47 48 1309 125 121 1184 598 566 586 528 55 469 338 66 272 131 60 58 473 389 357 84 334 46
is_linear=0
shrinkage=0.1


Tree=314
num_leaves=31
num_cat=0
split_feature=3 3 4 3 0 2 1 3 2 3 1 2 1 2 0 0 4 0 1 0 4 1 3 3 3 2 2 3 2 2
split_gain=0.0130626 0.25901 0.134109 0.114878 0.136173 0.0559351 0.06051 0.123143 0.0687006 0.0466183 0.157122 0.0432459 0.0639898 0.0426279 0.100814 0.0312241 0.134835 0.211101 0.095395 0.0809638 0.0704962 0.0338398 0.0314529 0.125173 0.0303977 0.0804401 0.316742 0.0781953 0.145448 0.125443
threshold=0.078905000000000017 0.077080000000000023 39.749124837650008 0.079355000000000023 87.638358136350021 -0.24468499999999999 75.077881750900005 -0.09053499999999999 -0.13125999999999996 0.079605000000000023 72.752365468100024 -0.11963999999999998 65.907551067950024 -0.018034999999999999 92.805574663100018 86.329079026800017 39.749124837650008 85.812895065800021 62.052302108850007 85.121961326250016 39.458743938000005 74.916574263050009 -0.059734999999999996 -0.15572 0.082535000000000011 -0.055334999999999995 -0.08786999999999999 0.084360000000000018 -0.010319999999999999 -0.044409999999999998
decision_type=2 2 2 2 2 2 2 2 2 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 15 8 -8 10 13 12 -4 14 -5 16 19 22 -17 20 -7 -20 23 -18 25 26 -11 28 29 -26
right_child=3 2 11 9 -6 6 7 -9 -10 24 -12 -13 -14 -15 -16 18 17 -19 21 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.058313216809743343 -0.11076306274242279 -0.067064178949983955 0.10032901916887134 0.099322684218743351 -0.014082896213417115 -0.10082352503496034 0.074019128576686785 -0.0080031579047773679 -0.13025047316406982 -0.0035814406262217376 -0.012988645760591923 0.098717922047542608 -0.10154387841182065 0.10118745448800125 -0.1033981171407886 0.036737859568477797 0.0048851150200367776 -0.066721708927322834 -0.0024813978873880383 0.10171715489615306 0.1004692381893745 0.021150699261867148 0.042902644800699878 -0.1033457654353644 0.024673440602468046 0.0015609975089954709 -0.1088126947664011 -0.00053462978691817158 -0.010022235186138139 0.10188595501751463
leaf_weight=0.15991420101419329 0.19731361779849876 0.063536748932109144 0.0352189966943115 0.066106248617870733 0.55679060705139705 0.045645219846388918 0.018643379830450613 0.62863251139164411 0.14088978378485706 1.3988205062712173 0.4767137704226343 0.42882797399227002 0.028334711870066087 0.22580456745345046 0.039006344552035443 0.80880546895787109 1.5469829253291871 0.60150881519075472 5.3854649006873387 0.16684291407000273 0.028114840388298035 0.68274905752332404 0.16726774198468963 0.11478689200475867 0.96253530487027217 3.1756298221168064 0.35955605844958416 50.944423925855261 0.98331088088696006 0.26927756947407044
leaf_count=116 10 26 7 54 105 130 30 143 122 151 15 42 120 12 6 15 153 27 191 5 2 7 8 155 140 73 27 2096 38 8
internal_value=-1.15682e-05 0.00314622 0.0696653 -0.000596603 -0.0393795 -0.000376865 -0.00128486 -0.0279155 -0.106379 -0.00010007 0.0237601 0.0873088 0.0103262 0.0766997 0.0240948 0.000913396 -0.00826224 -0.0153311 0.00447736 0.063147 -0.0240975 0.000177505 0.0015695 -0.00259094 -0.00043178 -0.00794018 -0.0250993 0.000265113 0.018658 0.0415523
internal_weight=70.7075 11.0522 0.555918 59.6553 0.754104 10.4962 10.3363 0.788166 0.159533 58.9012 0.807631 0.492382 0.0635537 0.330917 0.105113 9.54817 2.67115 2.43055 6.87702 0.240603 0.0737601 6.06821 1.82904 1.66177 58.0936 4.93401 1.75838 53.1595 2.21512 1.23181
internal_count=4034 1299 195 2735 115 1104 988 295 152 2620 87 169 127 72 60 693 480 343 213 137 132 198 316 308 2533 251 178 2282 186 148
is_linear=0
shrinkage=0.1


Tree=315
num_leaves=31
num_cat=0
split_feature=2 3 3 2 0 1 1 1 4 3 0 0 0 0 2 4 1 0 3 0 3 0 0 4 0 0 0 2 4 0
split_gain=0.0114656 0.050789 0.18186 0.102114 0.150412 0.189967 0.0904845 0.0991189 0.0678497 0.0585017 0.0447654 0.140373 0.066476 0.0719336 0.0624778 0.18253 0.192996 0.101028 0.0946611 0.114852 0.122987 0.0639224 0.160766 0.145508 0.107939 0.042404 0.127324 0.0412002 0.0401338 0.0353683
threshold=-0.037054999999999998 -0.092630000000000004 0.049900000000000007 0.049235000000000008 93.399723909900004 63.530954080650012 70.077349628250019 68.20618276945001 36.124181380200007 -0.14860999999999999 85.861287312150012 85.683849075550015 86.054856297550018 86.329079026800017 -0.018034999999999999 41.436838994450007 61.998532946250002 94.773526014550015 0.12201500000000003 88.872360418250011 0.10469000000000002 91.066142252700018 93.692765846100016 38.539340721750001 90.407470010750018 102.21786657775002 102.89804648475001 -0.039434999999999998 40.844669808050007 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=27 3 8 4 5 9 7 -5 -3 -2 11 29 -12 -14 15 16 -15 -18 19 20 -16 24 23 -23 -21 -24 -27 -1 -28 -4
right_child=1 2 10 6 -6 -7 -8 -9 -10 -11 12 -13 13 14 18 -17 17 -19 -20 21 -22 22 25 -25 -26 26 28 -29 -30 -31
leaf_value=-0.00044406121290826208 0.096018247061659387 -0.020496187768457852 -0.041246240885412899 -0.055131539720589255 0.10147749004535818 -0.10241867699140005 -0.10230752533820249 0.10068221928602175 -0.10679461536084744 -0.024894624616222258 0.023632777104910189 -0.093280695583999595 -0.041291138418657829 -0.0054899609157963089 -0.052712737309605157 -0.0011645178248830522 0.10328564669801994 0.032787066373581635 0.031855880633737982 -0.0036292959908591303 -0.0028679918357650282 0.015908102630357829 -0.00044084283925777145 -0.10822775249051766 0.074709718971018066 0.074864579653713917 -0.015504935976321325 -0.022072165587426928 0.066200069239313916 0.0091012622063573606
leaf_weight=48.743735862750711 0.13680648345746249 0.16349146584500118 0.17259455643130894 0.085451107118615255 0.28323661447575432 0.11329278351104222 0.097697095176613402 0.078179057221859694 0.20576879681232185 0.056557824417157287 1.4948910012171861 0.19934475666377693 0.38156382169109093 0.49687786749565599 0.89016372189506343 2.8107396106361193 0.47764119855128229 0.3538726738627247 0.82399108992922343 0.40953961004015482 1.1151443244889376 0.14950004185084154 7.6868402104806801 0.25632299584049179 0.30827563942693814 0.30520412576152001 0.48946111776785983 0.89697671849171356 0.068537355369002739 0.72825160849424719
leaf_count=2805 45 11 83 53 20 21 102 5 33 21 19 17 27 4 32 75 26 21 34 42 10 9 191 55 13 24 93 14 92 37
internal_value=-8.47427e-06 0.00196006 0.000941281 0.0258826 0.0489356 0.000406434 -0.0261548 0.019313 -0.0685856 0.060652 0.0022499 -0.0173478 0.0034142 0.00163876 0.00262304 0.0132721 0.0438185 0.0732831 -0.000902343 -0.00321354 -0.0249943 0.0013015 -0.000999858 -0.0624977 0.0300145 0.0019191 0.0229345 -0.000834868 -0.00546934 -0.000544896
internal_weight=70.48 20.8392 19.988 0.851221 0.589894 0.306657 0.261327 0.16363 0.36926 0.193364 19.6188 1.10019 18.5186 17.0237 16.6421 4.13913 1.32839 0.831514 12.503 11.679 2.00531 9.67368 8.95587 0.405823 0.717815 8.55004 0.863203 49.6407 0.557998 0.900846
internal_count=4034 1215 948 267 107 87 160 58 44 66 904 137 767 748 721 126 51 47 595 561 42 519 464 64 55 400 209 2819 185 120
is_linear=0
shrinkage=0.1


Tree=316
num_leaves=31
num_cat=0
split_feature=3 3 3 3 4 2 3 2 4 3 4 1 3 2 2 4 2 3 4 1 2 0 0 3 1 3 4 0 4 1
split_gain=0.0134986 0.0495088 0.0866441 0.0538103 0.0876338 0.041601 0.198117 0.0835146 0.15219 0.0716146 0.15834 0.0705641 0.0531586 0.129173 0.219581 0.156747 0.0403527 0.0343445 0.142925 0.191922 0.142316 0.0338219 0.187584 0.13183 0.0961005 0.051728 0.0404299 0.0395889 0.0329101 0.0323625
threshold=0.10249000000000003 0.10335500000000002 0.10433500000000002 0.10661000000000002 41.436838994450007 -0.16048499999999999 0.12201500000000003 -0.098419999999999994 36.257608591500009 0.11002000000000002 41.646178195200001 61.923256118600001 0.12535000000000004 -0.086139999999999994 -0.054619999999999995 39.861052345600008 -0.028049999999999999 0.09914000000000002 42.066503896600004 70.776348742200014 -0.12546499999999997 85.705356740550016 85.791387400750025 0.095750000000000016 62.052302108850007 0.092075000000000032 44.756878345700009 85.624702996650015 40.241071441700008 55.782817748650011
decision_type=2 2 2 2 2 2 2 2 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 28 6 -5 8 -7 10 -9 -11 13 -13 -15 -16 -14 21 19 20 -19 23 -23 24 25 27 -26 29 -4 -1
right_child=1 2 3 5 -6 7 -8 9 -10 11 -12 12 16 14 15 -17 -18 18 -20 -21 -22 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.055493948367720494 -0.017922901000368387 0.0311540327472868 -0.014507559307014202 0.083797252243402648 0.0095548593091833011 0.0041266498149016796 -0.032527564937837664 0.062915887542384183 -0.077880593717620558 0.019753595690060834 -0.010328912363370904 0.016762811716610756 -0.0042301695942272731 -0.091998816265926903 0.03294887629775891 -0.032399619191107967 0.016029877972104891 0.012261611100019075 -0.04286525687873808 -0.017254671602526552 0.077859720221361534 0.059060861390279155 0.00017209839541987006 -0.092262394714756446 -0.10576438587604538 0.04592629720561997 0.022874946673532612 -0.023536373808040953 -0.049021630554101102 0.0078881626654495156
leaf_weight=0.085147586471855941 1.8481177340390811 0.81389299945294524 0.45970858494189204 0.29475250520499585 0.70288262734902662 0.54351159133079541 0.29092047027734225 0.56126068921116778 0.38773740038050164 1.3197325385121974 0.6224943707784405 0.88017003664091387 3.7263119087191399 0.43713526056489582 0.52494761965864212 1.2203325044822007 1.3353943654092288 0.64821263894555159 0.39541510946219194 0.76249829266760105 0.67525096280041885 0.54712596283934445 47.675306990280767 0.18376926071505284 0.12603869992780392 0.22319980800648398 0.030306523196486523 0.74158679911488423 0.69236479790924932 1.4945266234495873
leaf_count=175 27 27 33 37 18 16 30 29 33 22 23 19 42 23 36 33 41 8 33 62 34 29 2582 22 96 21 57 28 16 382
internal_value=-4.04853e-06 -0.00249003 -0.000564641 -0.00240866 -0.0182722 1.43081e-05 0.0260154 -0.00130312 -0.0300181 0.00121301 0.0243991 -0.00169323 -0.00517712 -0.0155763 -0.0286187 -0.012744 0.0011149 0.00076889 0.012258 0.0227072 0.0457307 0.000211063 0.000840243 -0.0103072 -0.00473073 -5.48761e-05 -0.0808285 -0.00447618 -0.0352496 0.00447174
internal_weight=70.2501 16.6617 14.8136 13.9997 1.85496 12.1447 0.585673 11.559 0.931249 10.6278 1.18376 9.44402 8.12429 3.06259 2.18242 1.74528 5.06171 53.5884 2.48138 2.08596 1.32346 51.107 48.2224 2.88458 2.70081 2.54446 0.156345 2.32126 1.15207 1.57967
internal_count=4034 505 478 451 67 384 67 317 49 268 52 216 194 111 92 69 83 3529 137 104 42 3392 2611 781 759 606 153 585 49 557
is_linear=0
shrinkage=0.1


Tree=317
num_leaves=31
num_cat=0
split_feature=4 1 4 3 4 0 4 3 2 2 1 3 3 1 4 2 3 4 3 0 1 1 0 3 4 4 3 2 3 0
split_gain=0.0133988 0.0591697 0.110792 0.207495 0.0421417 0.0607127 0.0419066 0.0594265 0.119562 0.121029 0.0875903 0.0358175 0.0744029 0.0502099 0.0466023 0.0352934 0.0584749 0.06557 0.115745 0.0329898 0.0284905 0.0166016 0.111163 0.0992938 0.0996765 0.074026 0.0809924 0.119749 0.199736 0.111502
threshold=37.038444968100009 70.171445662850019 35.050303764500008 -0.09053499999999999 37.627645350900004 93.953546284800012 36.893814626400008 0.10546000000000001 -0.095204999999999998 -0.041369999999999997 68.34060567600001 0.10157500000000001 0.096010000000000026 64.307918480350011 35.509685375550013 0.22598000000000004 0.09450500000000002 40.098777110850008 -0.059734999999999996 97.674372337300014 61.049507226200006 76.279622535200005 97.878695155250014 0.10608500000000003 38.625745710700009 38.969453495950006 0.087475000000000011 -0.031449999999999999 0.089850000000000027 101.55650587770002
decision_type=2 2 2 2 2 2 2 2 2 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 19 -4 5 -2 7 8 11 -10 -11 12 13 14 20 21 17 18 -17 -3 -1 -6 -23 24 -24 -26 29 28 -28 -27
right_child=4 2 3 -5 15 -7 -8 -9 9 10 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 22 23 -25 25 26 27 -29 -30 -31
leaf_value=0.061378299895292268 0.049809332661638027 0.034624458590747642 0.088007996381519904 -0.09722193793872691 -0.00021231044239277365 0.0051222637639339458 -0.037708670930668625 -0.016632638673867311 0.066052429694618955 -0.017976343399148321 0.031769077323233565 -0.099154664347778976 0.057438329225720633 -0.08420602355666762 0.080817715693274839 0.094250171786130224 -0.0035366659229517485 -0.1052722715447249 -0.10124195811915533 -0.013556200129663755 -0.1023249581632238 0.065933910114734054 -0.10374209041519385 -0.074049726150860598 0.098366914366295827 -0.074263775236739354 0.079729826918756963 0.066172461824793222 -0.01581777262127548 0.00023886778469894507
leaf_weight=0.01470327543938843 0.40530204115202551 0.1883950028568504 0.073030653175919724 0.3518012161939339 58.053772366809703 1.2167527799941806 0.25507239894750444 0.9563807975500821 0.49590927714598354 0.66040666591697694 0.76278381247539073 0.073032281594350934 0.087743063224479556 0.15791433977392444 0.045631930168383406 0.059538784821597801 0.65972955371535136 0.14238756828109445 0.061642179259250862 0.57848762553952593 0.03838771445325051 0.29001800027936298 0.082696562337787216 0.16515924402719395 0.087069028990299446 0.22128831663985726 0.28331790331452544 0.44942784503734845 0.960511716183305 2.1783679203381929
leaf_count=55 35 9 12 135 2148 58 17 32 22 28 14 4 10 21 41 17 31 65 33 196 31 102 60 60 12 36 39 109 110 492
internal_value=-1.38226e-06 -0.00513528 -0.024414 -0.06538 0.000371155 0.0162882 0.0013402 0.00436498 0.0129597 0.0235096 0.00868558 -0.0355445 -0.0220547 -0.049233 0.00670877 -3.41884e-05 -0.0194433 -0.0592586 -0.00519252 -0.00171998 -0.0569882 0.000251297 0.00595604 0.00202756 0.00497521 0.00712606 0.00518509 0.0219314 0.00594594 -0.00663152
internal_weight=70.0567 4.73968 1.19171 0.424832 65.317 1.62205 3.54797 3.29289 2.33651 1.9191 1.42319 0.417413 0.34438 0.256637 0.0987229 63.6949 0.923298 0.263569 0.121181 0.766883 0.053091 62.7716 4.71786 4.42784 4.26268 4.17998 4.09291 1.69326 1.24383 2.39966
internal_count=4034 627 352 147 3407 93 275 258 226 64 42 162 158 148 127 3314 146 115 50 205 86 3168 1020 918 858 798 786 258 149 528
is_linear=0
shrinkage=0.1


Tree=318
num_leaves=31
num_cat=0
split_feature=0 3 4 4 4 4 2 2 4 3 0 0 4 3 3 3 4 2 1 3 1 1 1 3 0 2 1 2 0 3
split_gain=0.0115921 0.0481398 0.0446274 0.0653725 0.0256749 0.0567141 0.122241 0.119325 0.0293436 0.125918 0.0163182 0.0652145 0.0134379 0.0132573 0.213811 0.0924833 0.0593039 0.051293 0.124619 0.0422694 0.147801 0.0402453 0.177625 0.097735 0.121692 0.140301 0.0994684 0.0360409 0.0912595 0.026087
threshold=71.249517373150013 -0.23921499999999998 48.86568841230001 44.952171034750002 48.778770352700008 48.96897326980001 -0.23349 -0.167075 44.262924377150007 0.089505000000000015 91.066142252700018 90.533827542850005 47.533407732750007 0.078905000000000017 0.077080000000000023 0.079220000000000027 41.32819714970001 -0.048954999999999992 65.536543845950021 0.079605000000000023 72.752365468100024 62.014663695050011 61.998532946250002 -0.089139999999999997 86.329079026800017 -0.018034999999999999 58.793890854750011 -0.032369999999999996 93.953546284800012 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 -1 3 -3 8 -6 -7 -8 13 10 11 12 -10 14 21 16 -15 18 -16 20 27 22 23 24 25 26 -2 28 -17 -23
right_child=4 2 -4 -5 5 6 7 -9 9 -11 -12 -13 -14 15 17 19 -18 -19 -20 -21 -22 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10197129918234356 0.04529416326300674 -0.10033605413233669 -0.057152229750955144 0.095642469142222047 0.056959780655128557 -0.058951117466391117 0.10083507085152232 -0.10056746311002099 -0.10109165669443032 0.042167056102054734 -0.10197679075013472 0.099912560175073856 -0.020439168431461652 -0.076537407717780725 0.1008706082739813 0.10003947591778249 -0.015534733358718814 0.088014917564993245 -0.10203782041446788 -0.00041003603863432086 -0.011929344464773303 -0.0042323606183332883 0.098374515290008901 0.052245676729343639 0.015279762803044461 0.075714838269636028 -0.10480239587080276 0.098587257068005862 -0.10311757008399956 0.017670707440950281
leaf_weight=0.057043796521270451 0.052114356487436342 0.02228995315363036 0.067595386848552153 0.072001152926532086 0.2512777591800831 0.19481812299864032 0.13432826541247778 0.037665741732979541 0.085295545056623179 0.15862160852884699 0.10558740571013914 0.024031063700022059 0.027260829694569111 0.242722435465338 0.070006315596401691 0.059674035524949431 0.46402068646591488 0.3544522709389647 0.05332281583496723 57.047641249172131 0.48268689556664413 7.5056099471093614 0.21917318635678373 0.28836669716770025 0.58784264884889126 0.067717453035584185 0.28895053279623539 0.2186520918039595 0.035127114504575729 0.58624193613582765
leaf_count=97 39 79 17 13 17 26 6 238 135 38 205 5 4 19 8 52 57 33 41 2228 18 432 18 25 7 18 111 24 2 22
internal_value=-1.57285e-06 -0.0229761 0.0048593 0.0493141 7.065e-05 0.0203612 -0.00471002 0.056729 -0.000111043 -0.0270903 -0.0724531 -0.0496301 -0.0815579 4.65283e-05 0.00339739 -0.000529998 -0.0364854 0.0686877 0.0131407 -9.06905e-05 0.0227921 0.000146614 0.0151673 0.000975099 -0.0138597 -0.0557632 -0.0818678 0.0762597 0.0247627 -0.00264552
internal_weight=69.8621 0.21893 0.161886 0.0942911 69.6432 0.61809 0.366812 0.171994 69.0251 0.400796 0.242175 0.136587 0.112556 68.6243 10.0738 58.5505 0.706743 0.477781 0.123329 57.8438 0.79614 9.59602 1.50416 1.28499 0.996625 0.408782 0.341065 0.313453 0.0948012 8.09185
internal_count=4034 206 109 92 3828 287 270 244 3541 387 349 144 139 3154 754 2400 76 82 49 2324 96 672 218 200 175 168 150 78 54 454
is_linear=0
shrinkage=0.1


Tree=319
num_leaves=31
num_cat=0
split_feature=2 4 4 3 3 2 1 1 0 4 4 3 2 4 2 1 3 2 4 1 2 3 3 4 2 4 4 2 4 2
split_gain=0.0120523 0.0766852 0.148292 0.0954227 0.28958 0.11829 0.0875709 0.148691 0.0835569 0.104471 0.0633547 0.0857403 0.142652 0.12201 0.0953918 0.0617174 0.0912089 0.101129 0.0675951 0.0387199 0.0338435 0.0478185 0.122455 0.0315652 0.104032 0.0652542 0.0862084 0.0575695 0.0534559 0.0460248
threshold=-0.13734499999999997 40.241071441700008 40.098777110850008 0.085895000000000013 0.088655000000000025 -0.26894999999999997 75.634392583900009 78.285212300550015 87.170566421650008 41.942745071500006 39.952536079750011 0.11660000000000002 -0.14259499999999997 39.792680591700012 -0.14429 83.116371560950014 0.084360000000000018 -0.24468499999999999 35.419594101850009 83.468559576050012 -0.12546499999999997 0.10157500000000001 0.087555000000000022 40.563919884450009 -0.117885 40.80591513400001 40.890797847750008 -0.044409999999999998 40.413896136950008 -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 10 5 -5 -3 8 -8 -6 -10 11 12 13 14 15 16 17 -1 -18 -17 21 22 -2 24 -22 27 -27 -25 29 -26
right_child=20 3 -4 4 6 -7 7 -9 9 -11 -12 -13 -14 -15 -16 19 18 -19 -20 -21 23 -23 -24 25 28 26 -28 -29 -30 -31
leaf_value=0.056479389426567911 -0.0096734802834040484 -0.10561636576605671 -0.10810204494430836 0.091442771513491519 -0.0045208168255392719 0.0011459226946637664 -0.10325214302182853 0.046178038119109019 0.067827499658697527 -0.00055694067618743397 0.019156075938808637 0.060341211614620333 -0.12519682469957014 0.1012251780311627 0.10047255355571955 0.097328982754185611 -4.8951161235163221e-05 -0.10093484207590769 -0.10208761842956465 -0.065773157616157457 0.035890320897318077 0.0061778960275732549 -0.10514868485058114 -0.029707263124648949 -0.0055961359349132175 0.020011597567514784 -0.0020020368332133672 -0.0027345325498583668 0.020539433142856375 0.0036490060891883544
leaf_weight=0.12835136774708622 0.53474526966538494 0.1073329568754956 0.1542433215136042 0.50380693887666472 1.0259059679847271 3.1346898086014545 0.17042023857356969 0.10929596096207206 0.49857254012022156 0.40476821854826994 0.63669726447733399 0.11474045046156789 0.13752221526732278 0.081321379486325895 0.053011809482995886 0.049412715656217188 0.083869096967418955 0.059838920595083778 0.2873583678488103 0.020632723159399013 0.90345477681637731 0.52126900934513287 0.17940683631121601 1.5292281382717194 8.6022534583593337 1.8896947310599888 30.35784153130178 1.6398417394482283 1.3678058159543969 14.396456216156187
leaf_count=38 69 132 11 34 47 542 22 44 29 39 9 30 16 6 5 5 22 151 72 99 20 4 14 23 398 28 1494 32 36 563
internal_value=8.48074e-07 0.00371544 -0.0143284 0.0091909 0.0230296 -0.00238863 0.00742628 -0.044864 0.0150077 0.0371859 -0.00557698 -0.0210756 -0.0314402 -0.0145592 -0.0283556 -0.0392052 -0.0502853 0.00642634 -0.0790347 0.0492853 -0.000464768 -0.01685 -0.0336584 -0.000131207 0.00256876 -0.00205765 -0.000712045 -0.0157502 0.00133328 0.000191027
internal_weight=69.6838 7.76179 1.807 5.95479 2.71277 3.24202 2.20896 0.279716 1.92925 0.903341 1.65276 1.01606 0.901319 0.763796 0.682475 0.629463 0.559418 0.18819 0.371227 0.0700454 61.922 1.23542 0.714152 60.6866 25.27 35.4166 32.2475 3.16907 24.3665 22.9987
internal_count=4034 1353 464 889 215 674 181 66 115 68 453 444 414 398 392 387 283 189 94 104 2681 87 83 2594 1017 1577 1522 55 997 961
is_linear=0
shrinkage=0.1


Tree=320
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 0 0 0 1 1 1 0 0 0 0 1 4 4 4 0 3 1 4 3 4 1 2 0 1 1
split_gain=0.013272 0.245017 0.193737 0.123078 0.153475 0.170413 0.157524 0.127536 0.108472 0.0977537 0.169306 0.13855 0.150012 0.137334 0.133161 0.0724876 0.127869 0.12958 0.304205 0.124332 0.13249 0.104589 0.0628074 0.135398 0.054473 0.152226 0.179674 0.0985775 0.0970625 0.0947711
threshold=66.590419433100024 90.407470010750018 90.767723400200012 92.313586825200005 67.649671936450019 92.805574663100018 93.399723909900004 90.111739616350022 65.611820673600008 69.873026810350026 69.238550691600025 93.805681087600007 93.953546284800012 94.625660817400004 94.165934477050016 71.015621515800021 37.311503175250003 41.360869295700006 41.741384785950011 96.039789794050009 0.076615000000000016 70.389210771400016 41.898943182100005 0.09180000000000002 38.400997490450003 63.353515844050008 -0.097799999999999984 89.168090812600013 65.536543845950021 62.55235532115001
decision_type=2 2 2 2 2 2 2 2 2 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 7 -5 -6 -7 -2 24 10 -8 -11 -13 14 -14 16 -15 -18 -19 20 -17 -20 -9 -24 28 29 27 -27 -1 -26
right_child=3 2 -4 4 5 6 9 22 -10 11 -12 12 13 15 -16 19 17 18 21 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.0086480098169293262 0.028132601978111356 0.096662834719967672 0.011067593202650765 -0.084920569659254486 0.057012699759632829 -0.080232800259380371 -0.0071504165615831243 -0.08336760697121165 -0.030576311367258854 -0.066272724179600187 0.065254689432973814 0.055285645052960013 -0.017949628153428654 -0.013325322863418807 -0.10171082620070815 0.012867444599171801 0.086529078269304463 0.10728222619864942 0.02007486665285586 -0.00056677484965124577 -0.10096213675773889 -0.10447403327959776 -0.088614046709412364 0.068219533298460658 -0.00031723207903298949 0.046409381809915183 -0.095475760148293398 -0.078287466997777222 0.077908594317286375 0.030304778466520382
leaf_weight=2.7954063476591737 0.21357859945630053 0.46689021325437241 0.60980561736505479 0.21359261940233665 0.51722911644174274 0.24830323387641584 0.69439956004953518 0.42736897999930079 1.1381998840952281 0.32734612284184805 0.60372927976641222 0.46795426566677889 0.87915278038099376 0.63548815494869149 0.24205321184081185 0.1709454494271111 0.41145025426521897 0.19133257865905762 0.11051212649908848 19.317240523610785 0.25445860675333165 0.1729196412688907 0.1219674176954868 0.10032730654347688 36.199005783545545 0.21168414776548161 0.36058860136796411 0.090500469319522381 0.21812737360596646 1.0396958036508284
leaf_count=270 53 31 24 12 21 25 23 55 42 29 28 27 37 10 109 31 12 1 11 1607 180 45 38 10 1115 79 60 6 7 36
internal_value=1.31419e-07 0.00108005 0.0481845 -0.00176942 -0.000510232 0.000203959 -0.000984328 -0.0389044 -0.000125969 -0.000180469 0.0265235 -0.00167589 -0.000750629 -0.00192203 -0.0360325 -0.000123482 0.0209067 0.0454539 0.00985645 -0.00174443 -0.0552206 -0.0559115 -0.060943 -0.017831 0.000721119 -0.000307749 -0.0478118 0.00906425 0.0136613 0.000537727
internal_weight=69.4513 43.1299 1.0767 26.3213 25.4581 25.2445 24.7273 0.863242 42.0532 24.479 1.29813 23.1809 22.8535 22.3856 1.12121 21.2643 1.5217 0.886215 0.474764 19.7426 0.425404 0.283432 0.649664 0.222295 40.915 37.9015 0.662773 0.302185 3.01353 37.2387
internal_count=4034 1670 55 2364 2208 2196 2175 156 1615 2150 51 2099 2070 2043 146 1897 79 69 57 1818 211 56 103 48 1573 1296 145 85 277 1151
is_linear=0
shrinkage=0.1


Tree=321
num_leaves=31
num_cat=0
split_feature=0 2 4 3 3 4 0 3 3 4 4 4 0 3 4 1 4 2 3 3 2 0 4 3 3 4 2 2 2 1
split_gain=0.0223632 0.0301663 0.0148624 0.0521046 0.114111 0.0657859 0.0598686 0.0504588 0.160147 0.035268 0.057715 0.042776 0.0124643 0.0504396 0.0542135 0.0431408 0.0910667 0.0402507 0.115643 0.0721153 0.0370821 0.0366831 0.0914813 0.117079 0.0441171 0.0366307 0.0336076 0.0311165 0.129239 0.0734394
threshold=71.131225215400022 0.11704500000000002 48.86568841230001 0.076130000000000017 -0.52484999999999993 49.122847560300009 99.994511703900017 -0.25095999999999996 -0.11303999999999999 44.421469061800003 47.709122305950011 48.457543166250012 97.878695155250014 0.078105000000000022 38.625745710700009 75.499969677400017 40.636252116050009 0.20167500000000002 0.11278000000000003 0.08673500000000002 0.13747000000000004 99.239054969250006 39.110279783550006 0.092260000000000023 0.11922500000000003 37.828051409500013 0.25988000000000006 -0.14831999999999998 -0.15076499999999998 62.213609596700003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 4 -4 -5 -7 -6 -9 12 -11 -12 15 14 -14 17 -17 20 19 25 27 22 -15 -24 -23 -19 -21 28 29 -2
right_child=2 -3 3 5 7 6 -8 8 -10 10 11 -13 13 21 -16 16 -18 18 -20 26 -22 24 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.078728198234183255 -0.014931905998777776 0.098453000329206758 0.069718609854373587 0.10035081653017341 -0.10321204191276914 -0.10071247250767644 0.075036089110206053 0.096393573483545644 -0.10275237818487536 -0.077326863719097402 0.04565486017765736 -0.037780337876965442 -0.10031800784391874 0.0058732887122268148 0.064112802185295081 0.0001291816573830319 0.057093776422826904 0.082908700314487896 0.093157725537874381 -0.068117762316539196 -0.018575678579551318 -0.0034181243307515549 -0.0096127522527686485 -0.10277303379208771 0.04799315482879063 0.0031333933347730313 0.0025479206644105487 -0.0002401919782815009 0.096445476794270971 0.021075364946582711
leaf_weight=0.06717478986797587 1.0186749425259627 0.011213220532226842 0.13210124894976616 0.12849482961246395 0.093567307798650745 0.040324050063190953 0.037322915508308796 0.074858654487769627 0.087675327535268077 0.15545565705012521 0.11333027943993557 0.13422104173730531 0.022578579811141419 0.58624217786564237 0.17913328352062763 0.85655813634548283 0.41739320841668359 0.1088643257971843 0.17982725125875731 0.1450968877120431 1.0652936589967783 6.3387877391982279 0.30364433757495135 0.24274871949455701 0.17142691070023364 0.12213118882937124 0.12552248767519814 54.708742918503283 0.16606116100955048 1.2758919463971237
leaf_count=189 178 2 5 10 15 63 135 10 50 327 39 21 127 19 149 26 42 15 12 20 57 785 14 39 44 27 25 1422 15 152
internal_value=-6.96451e-07 -0.0533828 5.99207e-05 0.0158051 -0.00577099 0.0564368 -0.0162346 -0.0447098 -0.0110313 -7.68179e-05 -0.029572 0.000416729 9.78987e-05 -0.00365138 0.0457073 0.000586541 0.0187929 0.000192863 0.0243556 -0.000309738 -8.98808e-05 -0.00495406 -0.0215636 -0.0510015 -0.00206436 0.0407302 -0.0353406 0.000254583 0.0112552 0.00508991
internal_weight=69.1104 0.078388 69.032 0.594344 0.388203 0.206142 0.077647 0.256101 0.162534 68.4376 0.403007 0.247551 68.0346 7.84456 0.201712 60.1901 1.27395 58.9161 0.681442 0.501615 58.2347 7.64285 1.13264 0.546393 6.51021 0.230996 0.270619 57.1694 2.46063 2.29457
internal_count=4034 191 3843 288 80 208 198 75 60 3555 387 60 3168 1177 276 1991 68 1923 99 87 1824 901 72 53 829 42 45 1767 345 330
is_linear=0
shrinkage=0.1


Tree=322
num_leaves=31
num_cat=0
split_feature=4 1 2 2 4 0 0 3 2 3 4 1 3 0 2 4 0 1 2 3 3 4 2 4 1 3 0 0 0 3
split_gain=0.0126915 0.0472416 0.07248 0.0596242 0.109428 0.0919986 0.166157 0.122542 0.119906 0.081562 0.0651889 0.0819347 0.0556977 0.0362558 0.0444473 0.0348495 0.0909363 0.0559182 0.0313603 0.0494926 0.0623801 0.0281891 0.0241856 0.02723 0.0187606 0.0981021 0.0795939 0.135426 0.115069 0.0883103
threshold=37.038444968100009 71.397382570300024 -0.116995 -0.012794999999999999 36.620308449100001 89.813320763900023 89.582113364650013 0.12201500000000003 -0.095204999999999998 0.087555000000000022 36.124181380200007 61.778079379550007 0.11531000000000002 81.87699236280001 -0.26894999999999997 37.784765830350004 92.805574663100018 65.611820673600008 0.22598000000000004 0.09450500000000002 -0.081689999999999999 35.419594101850009 -0.117885 36.728658719300007 76.279622535200005 0.10608500000000003 98.674478761850011 99.642323688800005 100.27142289135001 0.078105000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 22 4 5 6 7 8 10 -5 11 13 -4 14 -1 16 17 -2 24 20 -20 -7 23 -3 -17 26 -26 -28 -29 -30
right_child=15 2 12 9 -6 21 -8 -9 -10 -11 -12 -13 -14 -15 -16 18 -18 -19 19 -21 -22 -23 -24 -25 25 -27 27 28 29 -31
leaf_value=0.076916429048796406 0.017079765057707783 -0.10057608271410222 -0.10326155248632705 0.050777233860860131 -0.058786918228673872 -0.0030047121757832557 0.10131035868895566 -0.098551468833251443 0.0923969002283902 -0.0043958583548037887 0.096398278185371819 -0.10388135338004761 0.032770635200739175 0.090588419724135893 -0.10311169718880027 -0.00026493268949600522 0.0018137632652276026 0.08963757755365917 0.0025888621847426924 -0.0045125015899237101 -0.10166762428651002 -0.026602425543116266 0.093440217813677062 0.091836547103294822 0.050022575380155865 -0.071726906460686926 -0.10634285781525797 0.075027357042604659 0.088809914532779685 0.00054856918550059682
leaf_weight=0.022949114051244113 0.2061469680047584 0.018719421426765415 0.1580489698847316 0.44051168701116672 0.39558806740978969 1.1536345936474393 0.21702763810753822 0.10658534104004502 0.1509985976153988 0.68393412895238725 0.039912139862281037 0.10734999160865755 0.037179695417819403 0.043446279014460742 0.034079183551057213 57.081941318665876 1.4350619937169424 0.21910671424120665 0.098805762145843801 0.65306292801869859 0.13691836499054844 0.90204461197572516 0.03914340684423212 0.012115019093840829 0.42973359801487987 0.15532406766112661 0.10683498721800821 0.238838983648748 0.11712150655682085 3.5322914637859064
leaf_count=13 33 107 174 31 24 22 8 4 15 18 29 43 22 7 64 2130 83 8 24 31 91 28 3 15 115 59 16 14 234 569
internal_value=4.20812e-07 -0.00509587 -0.0460567 -0.00256844 -0.00957923 -0.0025721 0.0281271 -0.00330406 0.0221564 0.0172187 -0.0206561 -0.0431361 -0.0773553 0.021766 -0.0306655 0.000361472 0.0138493 0.0544643 -3.96661e-05 -0.0186899 -0.0579676 -0.0133595 0.0412623 -0.0249761 0.000229155 0.00638693 0.00912895 0.0047302 0.00778209 0.00338116
internal_weight=68.9745 4.56327 0.265207 4.29806 3.17362 2.77803 0.722348 0.505321 0.398735 1.12445 0.247737 0.207825 0.195229 0.100475 0.0570283 64.4112 1.86032 0.425254 62.5509 0.888787 0.235724 2.05568 0.0699778 0.0308344 61.6621 4.58014 4.42482 3.99509 3.88825 3.64941
internal_count=4034 627 321 306 257 233 183 175 171 49 156 127 196 84 77 3407 124 41 3283 146 115 50 125 122 3137 1007 948 833 817 803
is_linear=0
shrinkage=0.1


Tree=323
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 0 1 1 4 3 0 0 0 1 1 0 0 4 2 1 1 1 0 4 4 3 0 0 1 2
split_gain=0.0124136 0.229458 0.113664 0.14145 0.19021 0.101722 0.218133 0.0742735 0.0958462 0.0587694 0.193113 0.192864 0.124902 0.149915 0.0880169 0.0842123 0.127925 0.134604 0.101059 0.0748359 0.10932 0.108967 0.0988044 0.115496 0.0831367 0.0764736 0.0600919 0.047238 0.0809027 0.205809
threshold=66.590419433100024 66.45599652655001 92.313586825200005 67.649671936450019 92.501778894350011 90.767723400200012 67.300172379550006 65.611820673600008 39.749124837650008 0.10608500000000003 93.692765846100016 92.805574663100018 93.399723909900004 69.873026810350026 70.077349628250019 93.953546284800012 94.625660817400004 36.010074051050005 -0.16048499999999999 71.015621515800021 70.776348742200014 70.389210771400016 96.039789794050009 36.79544512155001 48.96897326980001 0.086230000000000015 99.744485097750015 87.350693116400024 62.240494178000013 -0.14259499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 -4 -5 6 -2 27 -9 11 -11 -6 -13 -14 -15 -16 17 -17 -19 20 21 -18 23 -21 -25 -23 -12 28 -1 -30
right_child=2 -3 3 4 9 -7 -8 8 -10 10 26 12 13 14 15 16 19 18 -20 22 -22 25 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-7.8647522876994077e-06 0.061375065966377929 0.06311498405859127 -0.084819430592170397 0.099185418737201603 0.10076522115442516 -0.072488861009860101 -0.091874395881005183 -0.003610647058731552 -0.062103277980901456 -0.1097202813491428 -0.00014061239109397969 -0.074972398895707781 0.047109123643469031 -0.061595094353645886 0.038160414466184657 -0.0051998309171247779 0.048241227049897771 0.027604501346325278 -0.10521435701846012 0.059207601121848967 0.063255209939336837 0.0055197045598034539 0.00027672505166546825 -0.10107090486561399 0.055788127171953188 -0.10315722565425922 -0.056090909199157601 0.0080699952133950533 0.025593097537707683 -0.087646496204922472
leaf_weight=32.897032217870986 0.22672813281679083 0.587437201756983 0.19756869925186293 0.19235606634356628 0.19146726980762352 0.42306246508678669 0.15733189562672578 0.80408374778926262 0.42992028943262994 0.20185606880113427 1.6336129022347448 0.22018455984346275 0.67539203071646881 0.23504802165553229 0.56115914789006893 0.55283362579939677 0.2085164758318595 0.069596536598965031 0.32388464786345139 0.074435527756579911 0.45591173823049758 0.12934729342850915 18.547648215764944 0.25463303377480884 0.038958517422543082 0.12965130287921056 0.21752041447232517 7.5261159442015915 0.29637431533613778 0.35007577867673845
leaf_count=1224 13 15 12 9 9 81 62 30 27 8 88 23 46 23 33 7 15 13 113 6 19 12 1459 181 10 29 93 200 97 77
internal_value=1.62054e-06 0.00104573 -0.00172621 -0.000538972 0.000129374 -0.0386641 -0.00140426 0.000183826 -0.0239892 -0.000641368 -0.0168429 0.000825926 -2.53859e-05 0.000716051 -0.00073581 -6.56855e-05 -0.0010977 -0.0370181 -0.0817222 0.000615681 0.0284131 -0.00556435 -0.000741333 -0.0520489 -0.0802563 -0.0488825 -0.00671514 0.000910143 -0.000696305 -0.0357302
internal_weight=68.8097 42.891 25.9187 25.1116 24.914 0.807122 0.38406 42.3036 1.234 24.7217 2.05299 22.6687 22.4772 22.257 21.5816 21.3466 20.7854 0.946315 0.393481 19.8391 0.923427 0.467515 18.9157 0.368027 0.293592 0.258999 1.85113 41.0696 33.5435 0.64645
internal_count=4034 1670 2364 2208 2196 156 75 1655 57 2187 189 1998 1989 1966 1920 1897 1864 133 126 1731 75 56 1656 197 191 41 181 1598 1398 174
is_linear=0
shrinkage=0.1


Tree=324
num_leaves=31
num_cat=0
split_feature=3 3 0 4 2 3 3 3 2 2 2 3 1 2 1 4 1 2 3 0 4 2 0 0 0 1 3 3 4 1
split_gain=0.0109354 0.110478 0.206794 0.0744536 0.0756438 0.0550969 0.0548292 0.0826563 0.131377 0.123165 0.0486921 0.238312 0.0621624 0.0859 0.0820312 0.109407 0.0845637 0.116007 0.258676 0.193402 0.0732208 0.198438 0.162316 0.065577 0.0619007 0.205782 0.0824027 0.162664 0.135239 0.152232
threshold=0.09013000000000003 0.089415000000000022 89.493394246350007 35.050303764500008 -0.11347 0.090735000000000024 0.089305000000000023 0.088555000000000023 0.061925000000000015 -0.083064999999999986 -0.13509999999999997 0.085895000000000013 61.907125369850007 -0.037054999999999998 62.014663695050011 41.50623664750001 62.095317438950012 -0.092990000000000003 -0.059734999999999996 86.054856297550018 39.664548207900005 -0.054619999999999995 90.111739616350022 93.399723909900004 86.479632682150012 62.154463517850012 0.087475000000000011 0.084565000000000015 42.402981339000007 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 4 -1 -2 7 10 9 -9 11 -5 13 -12 15 -14 17 -16 -19 -20 21 22 -18 -23 25 -22 27 -26 -29 -30
right_child=5 2 -4 6 -6 -7 -8 8 -10 -11 12 -13 14 -15 16 -17 20 18 19 -21 24 23 -24 -25 26 -27 -28 28 29 -31
leaf_value=-0.10058598111674143 0.021770411868943872 -0.1076665487724901 -0.0067004184052593396 0.00072307431397491961 0.072557081416132957 0.00047310188544323861 0.026204103581126039 -0.0060200883811862109 0.0058946494372296467 -0.10684871561255244 -0.060154142861503668 0.074588240154477944 0.035228052995695792 0.027573583151240474 0.011902726233757599 -0.0012176117650261303 -0.00087029067728350165 -0.0065508732741231344 0.0013854746848395124 -0.095907991564530407 -0.068248757633364979 -0.027964883722016012 -0.10411041390195699 0.0042993407326504104 0.0055973671295002974 0.087579046397930335 0.015963507106685863 -0.012904449179832656 -0.10707717932885202 0.023421234708979208
leaf_weight=0.028370625242751135 1.2609444144343331 0.27528676115252781 0.77099009739072244 3.5191031756193807 0.22813061775452181 33.139172871337024 0.74144279602842189 0.20438048436699319 0.52121530473232269 0.29748953300349856 0.39275800724135479 0.49867943149425276 1.3607872907741723 0.15592507849502624 1.1079180483066009 2.086750015603684 0.25136822595959518 2.2091373582370579 0.28683932761851183 0.71012009386322461 0.1204237197052852 0.81173337777727583 0.38635171326535556 2.8130524380294446 7.6395408389129837 0.28604177349552629 3.1861981537163322 2.7453264875998689 0.33112356201925752 0.1224474511666358
leaf_count=132 42 43 53 908 92 1219 14 31 3 32 25 49 36 145 10 61 19 19 19 48 16 27 84 81 468 48 147 88 35 40
internal_value=-4.10225e-06 -0.00127345 -0.0332657 -0.00026043 0.0534064 0.00125376 -0.000680291 -0.00130234 -0.0292687 -0.0657875 -0.000380012 0.00989108 -0.0019082 -0.0352236 -0.00121724 0.013168 -0.00337276 -0.0159928 -0.0256326 -0.0679153 -0.000460365 -0.011976 -0.0634166 -0.0029259 0.002941 0.0414119 0.00182603 -0.00233 -0.021262 -0.0718474
internal_weight=68.489 34.0889 1.04628 33.0427 0.256501 34.4001 32.7862 32.0447 1.02309 0.50187 31.0216 4.01778 27.0038 0.548683 26.4552 3.44754 23.0076 4.31401 3.2061 0.996959 18.6936 4.26251 0.63772 3.62479 14.4311 0.406465 14.0246 10.8384 3.1989 0.453571
internal_count=4034 2773 96 2677 224 1261 2453 2439 66 63 2373 957 1416 170 1246 97 1149 96 86 67 1053 211 103 108 842 64 778 631 163 75
is_linear=0
shrinkage=0.1


Tree=325
num_leaves=31
num_cat=0
split_feature=1 0 0 1 0 1 0 4 2 2 4 1 2 0 0 3 1 0 0 2 2 4 4 0 2 1 1 1 2 1
split_gain=0.0118914 0.205031 0.179391 0.0997589 0.0952757 0.117038 0.121276 0.0928549 0.0833118 0.0964824 0.0488956 0.134365 0.142539 0.0877004 0.082304 0.148493 0.0775938 0.0507123 0.0736432 0.041945 0.218259 0.119273 0.242547 0.0783824 0.250767 0.0702917 0.161545 0.140128 0.247703 0.125628
threshold=66.590419433100024 90.407470010750018 90.767723400200012 65.611820673600008 92.313586825200005 67.649671936450019 92.805574663100018 37.784765830350004 -0.15447999999999998 0.15844000000000005 38.400997490450003 63.353515844050008 -0.097799999999999984 89.168090812600013 85.812895065800021 0.085665000000000033 62.55235532115001 87.009258933850006 86.256490657300006 -0.059424999999999999 -0.068964999999999985 38.244973486750006 35.050303764500008 94.047642319350018 -1.0000000180025095e-35 69.238550691600025 69.873026810350026 70.776348742200014 -0.10051499999999999 70.897329358050015
decision_type=2 2 2 2 2 2 2 2 2 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 7 -6 -7 -2 -9 -10 14 16 13 17 -1 -16 -12 18 -13 20 21 22 -8 24 -21 -23 -27 28 -28 -29
right_child=4 2 -4 -5 5 6 19 8 9 -11 11 12 -14 -15 15 -17 -18 -19 -20 23 -22 25 -24 -25 -26 26 27 29 -30 -31
leaf_value=-0.00066604696539221474 0.013378170099440935 0.095712476100550337 0.01022618882322875 -0.030249367208785866 -0.080405689731534363 0.051514140313062909 0.0027800558143039203 0.039793039210330013 -0.10391338888122754 0.0038610567188930647 -0.00025206629709221065 0.060118950570256346 -0.092468266707980473 -0.079651308621639522 -0.0035311953933002739 0.066962341612257878 0.027779161343437459 0.10099611948905352 -0.10172961131830648 0.084353877770348973 -0.082993032396096525 -0.059508805686865895 -0.098151878173654478 0.00068893958827535211 -0.030711548636145499 0.082967102153609307 0.0099582953813101838 0.086838257232535798 -0.10500179015029268 0.0018517873695884123
leaf_weight=1.7580930705400555 0.25092618887902673 0.41757058148505055 0.59561987675260752 1.0672771857934993 0.18261430994607764 0.44777320558114553 0.62546823860009648 0.070914955363036825 0.33204546390606993 0.11077660445153015 35.937923172825037 0.074356832174089504 0.32234757942521142 0.086980147287249565 0.57156414329074301 0.62620465736836195 1.0154148164583592 0.082100635394454002 0.045205006725154817 0.42879746854305267 0.35514812654355488 0.18952129834542475 0.38442222713915442 13.526232266601324 0.33924481310738741 0.23979898703419067 0.42098852398521558 0.17827935312925536 0.33784000387458757 7.1366492359041196
leaf_count=221 22 31 24 42 12 21 101 33 71 30 1115 70 60 6 16 40 36 3 6 20 62 20 194 676 40 13 34 7 46 962
internal_value=-1.1519e-05 0.00101156 0.045458 -7.12851e-05 -0.00171685 -0.000644574 -5.27243e-05 -0.0364833 -0.0608372 -0.0769525 0.000723587 -0.000250849 -0.0467628 0.00427979 0.0131071 0.0333235 0.000518184 0.0404806 -0.0010742 -0.00100835 -0.00602293 -0.0031494 -0.0356404 0.00245348 0.0335294 0.000709483 0.00208226 -0.000320105 -0.0412234 0.00392308
internal_weight=68.1581 42.6007 1.01319 41.5875 25.5574 24.7928 24.6102 0.764663 0.513737 0.442822 40.5202 37.5643 0.61099 0.288643 2.95586 1.19777 36.9533 0.201662 0.119562 24.1624 9.86812 9.51297 1.00989 14.2943 0.768042 8.50308 8.31356 8.07376 0.758829 7.31493
internal_count=4034 1670 55 1615 2364 2208 2196 156 134 101 1573 1296 145 85 277 56 1151 79 76 2175 1439 1377 295 736 60 1082 1062 1049 80 969
is_linear=0
shrinkage=0.1


Tree=326
num_leaves=31
num_cat=0
split_feature=1 1 0 2 1 2 0 2 3 4 3 3 3 4 4 4 4 3 4 0 4 3 3 3 0 4 4 4 0 2
split_gain=0.0102879 0.106808 0.171527 0.131086 0.0859583 0.123364 0.0608732 0.0526131 0.0373177 0.0993596 0.077663 0.0461381 0.111249 0.0904037 0.0589117 0.0964937 0.150878 0.04264 0.0361746 0.12379 0.0868232 0.0816005 0.0838815 0.0624175 0.0610142 0.0428229 0.0412969 0.121276 0.0779661 0.1476
threshold=64.665483411650015 62.837331883000012 87.278104746850019 -0.08786999999999999 65.29995953045001 -0.11347 89.705782438650019 -0.18231499999999998 -0.13658499999999998 35.782584506850007 -0.10565499999999999 0.075810000000000016 0.078905000000000017 40.664404858950007 38.478081868400004 39.792680591700012 40.040005255000004 -0.11012 39.664548207900005 86.256490657300006 40.137820134150012 1.0000000180025095e-35 0.093325000000000033 0.081280000000000019 85.121961326250016 39.458743938000005 41.975471476700008 42.094663496250007 86.20003303655001 -0.097294999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 3 -3 5 7 -4 -2 9 -6 17 14 13 -13 -12 -16 -17 -10 19 21 -20 24 23 -23 25 -1 -22 -28 29 -29
right_child=4 2 6 -5 8 -7 -8 -9 10 -11 11 12 -14 -15 15 16 -18 -19 20 -21 26 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0599887000728671 -0.059978918315489654 0.046227621824609419 0.036101658487635947 -0.078998934763094567 0.082939996153544637 -0.10539048254165828 0.095864908080789929 0.075353922657871303 0.011392212587198532 -0.06874666911364101 -0.0022796919411707103 0.082812233423324555 -0.0011347841409546922 0.014038752138508307 -0.10695037353131485 0.0059854326525427097 -0.1051246420250114 0.089262993095896526 -0.018657094020772647 0.072048477420096818 0.0031027509455793449 -0.0048457323943689136 0.010899589027127111 -0.059166807630671552 0.10147218508728967 0.10040672212532378 -0.041437818066252359 0.00070738807344306867 0.003209218392057742 -0.054678342144424297
leaf_weight=0.052374511077743935 0.046265468679848709 0.14587978296467696 0.41146878630388528 0.19577239998215989 0.054136193173156211 0.18559677301036259 0.29094812768744305 0.07577879261225462 0.13580181132829239 0.21343766252308427 1.4131533377313155 0.27093300412775434 24.262657762930342 0.64896875155460521 0.15502918301262969 0.53011352941393852 0.15883061129233056 0.14582788967526994 2.5239992066144614 0.29355470417067397 21.749581789694503 0.54796599988185368 2.0553891956806183 0.34452390722117343 0.14323362172581255 0.024399919435381889 0.81989553490529843 1.3965288880506763 7.7999392591009382 0.73408320445253528
leaf_count=128 67 29 38 29 55 39 35 5 32 208 53 35 1751 207 11 3 103 8 31 12 415 13 56 41 5 2 26 171 164 262
internal_value=-1.29154e-05 0.00102909 0.0325882 -0.0255293 -0.00146857 -0.0540398 0.0608562 0.0240509 -0.000890732 -0.0380571 -0.000531992 -0.00106822 0.000159412 0.0342942 -0.0147648 -0.0356699 -0.0196301 0.0517137 0.000172927 0.00992524 -0.0007909 0.00416855 -0.000216013 -0.0258151 0.0629171 -0.00901293 0.000596615 -0.00447363 -0.00142176 -0.0183753
internal_weight=67.8261 39.5295 1.04407 0.341652 28.2965 0.307641 0.702417 0.122044 27.9889 0.267574 27.7213 27.4397 25.1826 0.919902 2.25713 0.843973 0.688944 0.28163 38.4855 3.46144 35.024 3.16789 2.94788 0.89249 0.220008 0.0767744 32.5 10.7504 9.93055 2.13061
internal_count=4034 1457 131 58 2577 111 73 72 2466 263 2203 2163 1993 242 170 117 106 40 1326 257 1069 245 110 54 135 130 1038 623 597 433
is_linear=0
shrinkage=0.1


Tree=327
num_leaves=31
num_cat=0
split_feature=3 3 4 4 4 0 3 1 0 2 2 4 2 3 4 2 0 1 2 4 2 2 3 3 1 1 4 4 4 4
split_gain=0.0113658 0.0397643 0.0877504 0.145305 0.101148 0.089484 0.132648 0.0833867 0.0643722 0.0642559 0.0905888 0.0620971 0.0842737 0.0858256 0.0708797 0.0657107 0.0602009 0.142448 0.0466735 0.0914607 0.134115 0.0821299 0.050251 0.0374895 0.0372571 0.111281 0.183529 0.096674 0.184217 0.143188
threshold=0.10249000000000003 0.091645000000000018 39.685256516350002 38.179089776100007 40.00488309970001 86.420486603250012 0.093160000000000034 62.181348099150007 85.995710218650018 -0.059424999999999999 -0.074999999999999997 35.050303764500008 0.13747000000000004 0.083155000000000021 40.098777110850008 -0.11347 93.133566555000002 72.752365468100024 -0.089795 41.685324604100011 -0.51146999999999998 -0.081874999999999989 0.098075000000000023 0.077950000000000019 61.987779113750001 62.014663695050011 41.975471476700008 41.385032804600009 41.646178195200001 42.233786329550007
decision_type=2 2 2 2 2 2 2 2 2 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 16 -4 8 7 -7 -6 10 -5 15 24 14 -14 -1 -3 -18 19 22 -21 -20 -8 -16 27 26 -26 -13 -29 -30
right_child=-2 2 4 9 5 6 18 -9 -10 -11 -12 12 13 -15 23 -17 17 -19 21 20 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.10053890371617016 -0.0023218223956570833 0.041847275295811316 -0.032367898109898152 0.055283106170364527 0.0050491334914693339 -0.10754863383251401 -0.017203865441622106 -0.025375386477244938 0.030278425641233887 0.073403538436977653 0.0027373139631807174 -0.03125458119278101 0.073495180784198685 -0.071718356911920397 -0.10721222882317621 0.067748151470469739 -0.060880413871707929 0.0088947034140675445 0.034909220325102408 0.027744081775694658 -0.089913741564023944 -0.00047136938051954764 0.020328370231665425 0.024248437557767313 0.073294960924270181 -0.0011861930293587002 0.003342198453084188 0.10076388107445687 -0.084822179232214509 0.0027361224308453738
leaf_weight=0.026016296768415881 16.18109121218594 0.28002174127323032 0.85229490729397994 0.64500173938722571 2.6613235351580879 0.17031150590628374 0.78367395683289742 0.44920562312563561 1.6311776530928908 0.4221902362342006 0.66777033730613755 1.3825061336738138 0.094871102737214552 0.3336507861617406 0.050635206038577962 0.21453058972889616 0.38975797749299079 1.1735859573567493 0.82232103303249449 0.14286027738853357 0.30101203972435764 3.2458780464121464 0.65478363465285838 0.037952346806321202 0.53874371897109341 29.960312243676761 1.2344172572993555 0.17531770091773102 0.2073657264611487 1.8806438146955313
leaf_count=140 505 35 19 42 80 13 30 48 22 34 7 205 34 104 25 100 29 83 15 20 41 65 23 21 20 1941 42 9 37 245
internal_value=-1.03156e-05 0.000716937 0.00499124 0.018697 0.000804773 0.00340756 -0.00392875 -0.0479656 0.0146364 0.0394682 0.0285545 -0.00109195 -0.00143129 -0.0415091 0.0134316 0.0495471 -0.000852669 -0.00850096 0.000655984 -0.012364 -0.0520456 0.00668025 -0.000119251 -0.0508923 -0.000845504 0.000254436 0.0245961 -0.0104194 0.00230729 -0.00595952
internal_weight=67.6112 51.4301 15.2932 3.57833 11.7148 10.8625 6.57005 0.619517 4.2925 1.73496 1.31277 36.137 35.8964 0.517109 0.183459 0.240547 1.84337 1.56334 5.95053 1.88233 0.443872 4.0682 1.43846 0.0885876 35.3793 31.7335 1.77316 3.64583 2.26333 2.08801
internal_count=4034 3529 606 230 376 357 255 61 102 83 49 2923 2683 184 80 240 147 112 194 114 61 80 53 46 2499 2003 62 496 291 282
is_linear=0
shrinkage=0.1


Tree=328
num_leaves=31
num_cat=0
split_feature=4 4 0 1 4 1 3 3 1 4 3 3 0 2 0 2 3 1 0 1 1 3 3 2 2 2 2 4 2 0
split_gain=0.00967855 0.0386352 0.13072 0.295122 0.119094 0.107765 0.158565 0.149851 0.0976639 0.10276 0.0686924 0.185553 0.0379444 0.115645 0.163962 0.13468 0.104253 0.0644306 0.118664 0.0519622 0.17244 0.049964 0.0495537 0.0347947 0.19464 0.193214 0.0605152 0.0580988 0.0518318 0.177489
threshold=42.141702038450013 41.535369675400013 86.420486603250012 62.084563606450011 41.481306584950012 72.289950669650025 0.079470000000000027 0.088555000000000023 61.987779113750001 41.770271989050009 0.086230000000000015 0.09914000000000002 86.20003303655001 -0.097294999999999993 85.764502819450016 -0.083064999999999986 0.087555000000000022 62.132955852800002 87.818484831100008 62.057679025150001 62.095317438950012 0.098105000000000026 0.09062000000000002 -0.083064999999999986 -0.08786999999999999 -0.096529999999999991 -0.092710000000000001 42.310579034350006 -0.053159999999999992 102.31465107045001
decision_type=2 2 2 2 2 2 2 2 2 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 -1 10 -7 -8 9 -3 -4 -12 13 21 15 -15 -17 19 -19 -14 -21 22 -2 24 25 27 -27 -20 29 -25
right_child=12 2 5 -5 -6 6 7 -9 -10 -11 11 -13 17 14 -16 16 -18 18 23 20 -22 -23 -24 28 -26 26 -28 -29 -30 -31
leaf_value=0.00021493288330647964 1.2469126218766283e-05 0.0092120012327001882 0.0022975867039260432 0.092139012075738727 -0.035433503365473892 -0.10557841643836602 0.090078914675863819 -0.030728838512538895 0.029092256779356975 -0.055487024836652146 -0.046636211795250751 0.017187401228164454 0.0051166456470238056 -0.1011314289850805 -0.10230417252330137 -0.072104300559843779 0.069128971276255086 -0.051480209834929569 -0.10181056074367306 -0.0064817320482540401 0.094081628662419065 -0.060025214584052015 0.06030646425711092 -0.098881518953988931 0.06253501491249272 -0.10690374239664575 -0.033471840342912076 0.014345645442190592 -0.0026228786126866192 0.0028423240931961052
leaf_weight=42.213120894432294 1.1842077802629662 0.73469703709997591 3.4072005358102615 0.52467205658092542 0.95842870050910178 0.06729820019654642 0.3809965189450395 0.14055459718701968 1.1668666233308611 0.36867344025495186 1.1524981338006908 0.75322846439667035 3.3575447103939942 0.10368057038795098 0.30964347581902985 0.070411087149180984 0.20280627738785029 0.51445381322451922 0.044348238745439583 0.41332493751542632 0.29025623970665038 0.12148752133361984 0.15404118498554442 0.25373698781140763 0.51738587973341066 0.18481060585691012 0.28574589644676973 1.4833561715728789 5.510226592544158 0.52938224183191096
leaf_count=1979 214 19 35 39 31 41 47 35 28 37 43 10 50 50 62 128 41 29 13 20 55 15 8 33 24 34 30 556 298 30
internal_value=-7.25685e-06 0.000648473 0.00672931 0.024545 -0.000576479 -0.00170768 0.0388817 0.057522 0.00892339 -0.0124061 -0.00620633 -0.0214103 -0.00219719 -0.0145406 -0.048388 -0.00409267 0.0327316 -0.000217867 -0.00479695 0.0102947 0.0350048 0.00137842 0.0069527 -0.00207061 0.00786992 -0.00628387 -0.0623121 0.0109737 -0.00604414 -0.030117
internal_weight=67.3991 51.8682 8.69669 2.79491 43.1715 5.90178 0.588849 0.521551 2.27024 1.10337 5.31293 1.90573 15.5309 2.14628 0.686541 0.376898 0.273217 13.3846 9.32345 4.06113 0.703581 1.45974 1.33825 8.80899 2.51565 1.99826 0.470557 1.5277 6.29335 0.783119
internal_count=4034 2344 334 123 2010 211 123 82 84 56 88 53 1690 518 281 219 169 1172 1047 125 75 237 222 1018 657 633 64 569 361 63
is_linear=0
shrinkage=0.1


Tree=329
num_leaves=31
num_cat=0
split_feature=1 2 1 1 1 3 1 2 2 2 0 3 3 3 0 0 1 0 4 3 0 0 4 2 1 0 2 0 3 4
split_gain=0.0288266 0.104695 0.0639462 0.0176091 0.0185352 0.0170514 0.0276017 0.0110277 0.0466037 0.0462479 0.041481 0.0478375 0.0994904 0.0608046 0.107248 0.14264 0.098458 0.0985244 0.128104 0.0899894 0.0743039 0.0573844 0.101641 0.0638089 0.135966 0.184747 0.0632586 0.0460246 0.0443086 0.048603
threshold=81.479100559500012 -0.085584999999999994 83.740093847200015 87.030766598900016 87.33187390945001 0.086230000000000015 83.468559576050012 -0.037054999999999998 -0.039434999999999998 -0.033799999999999997 102.21786657775002 0.096315000000000026 0.10111000000000002 0.088435000000000027 86.054856297550018 96.163458868000006 62.020040611300011 86.329079026800017 41.035283712600005 0.094725000000000018 85.683849075550015 90.111739616350022 42.753078181500008 0.066710000000000019 72.378669787950017 94.940210418650011 -0.0034049999999999996 85.995710218650018 0.10791500000000002 38.179089776100007
decision_type=2 2 2 2 2 2 2 2 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 5 -3 -5 6 -2 8 -1 -9 11 13 -13 16 -15 19 17 18 -11 -16 -20 22 26 24 25 -23 -18 -14 -29 -30
right_child=1 3 -4 4 -6 -7 -8 9 -10 10 -12 12 27 14 15 -17 21 -19 20 -21 -22 23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00026096243262684591 -0.10053934388017494 -0.10220969976775195 -0.10185944030407355 0.090851938642734165 -0.10037733718349927 0.067159438609551661 0.088259737798861523 0.024332478066521661 -0.023757557659831483 0.068474517573200763 0.023838522192366644 0.037123546347333156 -0.020460513484644186 0.0066558631698440552 -0.081135675774070354 0.0044327690508157826 -0.094826101259924356 0.10126253419253704 0.026677603661257595 -0.024705092332180895 -0.10699864104715501 -0.0062736667654417141 0.038639148252036092 -0.0055027259157556093 -0.017212973071886215 0.090713881141309127 -0.0095545377107695371 0.022724001397071265 0.02395080422194466 -0.0034322555748865602
leaf_weight=46.150597144340004 0.01724534329071048 0.1359955857026901 0.034021618695621925 0.010401086587080499 0.0098863513981441997 0.1193531824665115 0.014053928964813167 0.89525232103187846 0.85985989323125878 0.18623666046187093 0.76765757677628599 0.90813273847743303 0.81130779041313861 1.2202739117629735 0.57651290383364517 0.68187216032674758 0.22859547583129824 0.18327043007593602 0.07121551888542399 0.55429820757854031 0.099928931565955281 0.36418889864580684 0.1364409734471792 4.8277251236033294 0.596419456478543 0.42629939122343785 0.14045070015731642 1.1341536936815826 0.76704202778637398 4.1830847296514548
leaf_count=2198 85 155 398 5 282 31 4 15 13 25 57 32 38 43 65 22 32 10 130 6 5 38 33 128 20 20 25 22 21 76
internal_value=-5.63212e-06 -0.0290085 0.0219675 -0.089245 -0.00233675 0.0499312 -0.0157652 0.000142467 -0.000690734 0.00212468 0.0010708 0.000105036 0.00600992 -0.00437148 -0.0162631 -0.0316918 0.000595855 0.0416507 0.0110808 -0.0534747 -0.0513741 -0.00270711 -0.0351083 -7.16579e-05 0.0188335 0.0460304 -0.0623737 0.00191232 0.00489563 0.00081086
internal_weight=67.1118 0.340957 0.184674 0.156283 0.0202874 0.150652 0.0312993 66.7708 47.0105 19.7604 18.8651 18.0974 7.80372 10.2937 3.03296 1.81268 7.26077 0.540652 0.357381 1.13081 0.171144 6.72012 0.505487 6.21463 1.38691 0.790488 0.369046 6.89559 6.08428 4.95013
internal_count=4034 960 518 442 287 120 89 3074 2211 863 848 791 189 602 136 93 466 170 160 71 135 296 90 206 78 58 57 157 119 97
is_linear=0
shrinkage=0.1


Tree=330
num_leaves=31
num_cat=0
split_feature=0 2 4 4 3 2 0 4 3 3 3 1 4 1 2 0 4 4 4 4 0 4 1 2 1 1 1 2 2 3
split_gain=0.012885 0.0382657 0.0809478 0.0549651 0.0338885 0.0448194 0.0338175 0.077838 0.106823 0.0423528 0.0321774 0.0317477 0.135603 0.103494 0.1674 0.0298232 0.0236328 0.134758 0.119099 0.0645888 0.0533611 0.0849089 0.0341241 0.0476973 0.0363674 0.0295077 0.066195 0.0261206 0.0230031 0.042732
threshold=97.878695155250014 0.20949500000000004 40.040005255000004 36.893814626400008 0.078105000000000022 0.096390000000000017 99.239054969250006 39.110279783550006 0.092260000000000023 0.11922500000000003 -0.10565499999999999 75.408562100950022 40.844669808050007 75.634392583900009 -0.083424999999999985 96.959242474650011 40.206947806850003 40.316494640950005 39.458743938000005 39.110279783550006 101.72856719805002 40.00488309970001 81.320481529800006 -0.084275000000000003 83.740093847200015 81.320481529800006 74.739136026450012 0.10957500000000002 0.13747000000000004 0.10301500000000002
decision_type=2 2 2 2 2 2 2 2 2 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 10 7 -6 -9 16 -2 15 -13 -14 -15 28 18 -18 19 25 -20 -22 -19 24 -24 26 -8 -28 -1 -30
right_child=4 2 -4 -5 6 -7 9 8 -10 -11 -12 12 13 14 -16 -17 17 22 20 -21 21 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.00064124928962552906 -0.10010822602727767 -0.0089784940166192234 -0.050359057305470259 0.071583596038073363 0.003664502591771725 -0.1004890562777867 -0.0061520464375985177 -0.0090141855029535825 -0.10255060273957642 0.047646114993623444 0.070346833836284692 -0.0029744273272233356 0.10115520050223524 -0.10436315062050659 0.07937951153928928 -0.010685176298996063 0.10155108854985864 -6.8090216078888242e-05 -0.10473993607157772 0.049707961207504127 -0.10048146010001267 0.10100279975705871 0.048097068699023748 -0.085882852342600388 -0.10224672340352786 0.00083033997836023216 -0.10264352732740818 -0.024410892335013423 -0.044008990348362108 -0.0012275520540745491
leaf_weight=53.250955106196102 0.011988101231414916 0.11999184132082419 0.1055884273415586 0.28784818723215722 0.57576924921613659 0.020310089382988394 0.47999494522810016 0.27584432542562354 0.21905666630482301 0.16645109429214233 0.14535068138259255 1.3316925659837568 0.26289103738963593 0.082054832641006104 0.12529595585817799 2.5682666094508013 0.12923452138693381 3.7258603466956122 0.18280221433815302 0.20642738848846409 0.045851652685087174 0.038459112281771013 0.067612900587903146 0.11175154106607732 0.021113788374364617 1.0732281324329056 0.12493652962234592 0.064821071348433179 0.3307693177848694 0.79374993995588738
leaf_count=2208 127 22 38 39 19 87 2 16 39 44 214 31 9 50 51 50 8 141 24 23 40 6 68 192 126 209 61 15 53 22
internal_value=-3.56481e-06 0.000496098 0.0276777 0.0478812 -0.00385553 0.039313 -0.00487679 -0.0213334 -0.050416 -0.00214021 0.0573594 0.000258534 0.0133269 0.0594911 0.00666711 -0.000155003 -0.00346146 0.0010765 -0.0117646 -0.00318404 -0.074386 -0.00857261 -0.00223059 -0.0424204 0.0123206 -0.00944822 -0.0259189 -0.0759193 0.000342359 -0.0138114
internal_weight=66.946 59.2591 0.513428 0.40784 7.68686 0.177649 7.50922 1.07067 0.494901 6.43855 0.157339 58.7457 1.80193 0.470242 0.207351 56.9437 6.27209 4.05557 2.21652 1.94941 0.267113 0.0843108 3.92634 0.200478 0.0887267 1.74298 0.669753 0.189758 54.3755 1.12452
internal_count=4034 2573 99 61 1461 428 1033 74 55 959 341 2474 141 110 101 2333 915 535 380 310 70 46 527 386 194 287 78 76 2283 75
is_linear=0
shrinkage=0.1


Tree=331
num_leaves=31
num_cat=0
split_feature=4 1 0 3 4 0 3 3 1 2 0 1 2 4 4 4 2 0 4 2 0 0 4 3 2 2 2 2 2 2
split_gain=0.0120412 0.0399062 0.098974 0.0564484 0.0442929 0.113154 0.0340339 0.0554392 0.0795782 0.0724549 0.0606117 0.0771392 0.0524427 0.0330029 0.123967 0.150931 0.120304 0.2215 0.0661667 0.119977 0.0404245 0.217433 0.0391935 0.0641514 0.0544221 0.147589 0.036535 0.0527131 0.0277278 0.0258305
threshold=37.038444968100009 70.171445662850019 96.531777631850005 -0.083619999999999986 35.050303764500008 97.674372337300014 0.11922500000000003 0.10301500000000002 65.29995953045001 -0.10423499999999999 90.297243227400017 70.077349628250019 -0.122095 38.400997490450003 38.748048509250005 38.478081868400004 -0.102645 91.066142252700018 39.051326806600009 -0.055334999999999995 85.425757095000009 91.73825678530001 38.244973486750006 0.092835000000000015 1.0000000180025095e-35 -0.033799999999999997 -0.070909999999999987 -0.11572 -0.59502499999999992 0.23835000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 5 -4 7 8 9 12 -10 -12 -1 16 15 -15 17 -2 19 26 -18 -22 23 24 25 -23 27 -16 -6 -20
right_child=13 2 4 -5 28 -7 -8 -9 10 -11 11 -13 -14 14 18 -17 20 -19 29 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.054800274767894556 0.046737988078140669 -0.01363692089617359 0.10123701246656547 -0.10298637604986494 0.053316628079277797 -0.011806866981004244 -0.017244389466710391 0.044377654363360435 -0.014148774551697269 -0.10548915710602685 0.048936632147835557 -0.0042611618544066742 0.10023394991893553 -7.1524002803097152e-05 0.02260190373049761 -0.078033617814733391 9.4996258374390157e-05 -0.10751118871676105 4.9804227898531989e-05 0.074681164538373632 0.08819632103887505 -0.10160150978652681 0.027337698717435046 0.0092741339220451368 -0.10523069079304803 0.075232279486545151 0.019973133027397894 -0.055938489660399264 -0.10133393902332721 -0.0190121872941095
leaf_weight=0.050529598210695137 0.15662970909761487 0.11182017321698368 0.10471875220537186 0.19231602532181546 0.014128496133253066 0.57340153196772725 0.81891477480530728 0.33079721848480392 0.79048134799813841 0.12733685228794434 0.5427460747232542 0.54758033924736083 0.038399802520871162 0.55198134627516882 0.15334734496173041 0.45138171882126699 1.4872102582012292 0.22950581203764386 54.892549065039042 0.33107287167240318 0.40517210448160801 0.093447441057605829 0.76839953650505766 1.2832441255130502 0.094545176241126683 0.095364524804608997 0.57305785774588003 0.19301101447308611 0.064613576159231911 0.72020655780440179
leaf_count=133 30 5 3 38 8 196 16 26 23 30 37 4 6 15 34 47 23 57 2898 25 26 42 19 43 21 5 4 15 102 103
internal_value=-3.99275e-06 -0.00511763 -0.0219545 -0.0701357 -0.00259351 0.00564994 0.000384406 0.00633055 0.000328918 -0.0571182 0.00693452 0.0222198 0.0121437 0.000348575 -0.00030037 -0.0351442 0.00848818 -0.0449425 0.000314457 0.0230629 0.0133686 0.0205728 0.00883866 -0.000234895 -0.0432986 -0.0122869 0.00447562 -0.0211654 -0.0735854 -0.000197056
internal_weight=66.7879 4.30778 1.061 0.304136 0.756862 0.67812 3.24679 2.42787 2.09707 0.216266 1.88081 1.09033 0.0889294 62.4801 57.8666 1.00336 4.61352 0.386136 56.8632 1.25049 4.22738 2.74017 2.335 1.5666 0.283357 0.188812 0.919416 0.346358 0.0787421 55.6128
internal_count=4034 627 352 43 309 199 275 259 233 169 64 41 139 3407 3141 62 266 87 3079 78 179 156 130 111 68 47 53 49 110 3001
is_linear=0
shrinkage=0.1


Tree=332
num_leaves=31
num_cat=0
split_feature=0 3 3 3 3 1 4 4 0 2 2 4 2 1 0 2 0 1 0 1 0 3 0 1 3 2 0 2 1 0
split_gain=0.0115455 0.063183 0.0718239 0.0279723 0.0286546 0.0180931 0.018232 0.0113915 0.0105609 0.0143754 0.0854934 0.44186 0.184098 0.105706 0.0845493 0.082049 0.0292621 0.0874581 0.0831473 0.0663938 0.107013 0.0748239 0.0553274 0.0486803 0.0530788 0.114908 0.0628631 0.0489537 0.0448685 0.0358141
threshold=102.89804648475001 0.090735000000000024 0.089835000000000012 0.088145000000000015 0.088075000000000028 81.011308844800013 42.402981339000007 42.434124620650003 102.31465107045001 -0.085584999999999994 -0.081354999999999997 41.806790701050012 -0.083424999999999985 62.079186690200011 87.48511602295001 -0.087234999999999993 85.963448721100022 61.93938686740001 86.135510041400025 62.025417527550012 85.667718326750006 0.10335500000000002 85.764502819450016 61.950140699950005 0.099855000000000027 -0.018034999999999999 84.390700714750025 -0.013805 61.982402197500001 67.04476885710001
decision_type=2 2 2 2 2 2 2 2 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 -8 9 15 11 -11 -13 -14 -15 -1 19 -18 -19 21 -21 22 23 24 25 -12 27 -27 -20 -29
right_child=1 -3 -4 -5 -6 6 7 -9 -10 10 16 12 13 14 -16 -17 17 18 28 20 -22 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=0.00085277492894158353 -0.10049578815522012 -0.10109537492459696 0.078591581515657316 -0.10191761317649109 0.097250147340831358 -0.015342216702276902 0.10070209143442632 -0.1000585750577675 0.011745307166307492 -0.10242274708119468 -0.10366857526293707 0.050534518320170307 -0.00079848218991197784 -0.10855327073812296 -0.01816641007853095 0.034352109740189186 0.026710510319092658 0.025727450215092269 -0.016418458108588215 -0.003140038879525962 0.075657201533432888 -0.035036428256364792 -0.01680437295302192 0.046752359868715114 0.0084112327083214894 0.10039478377868033 0.097304318810051749 0.093938912756023493 9.1773615126607112e-05 -0.10096003913472472
leaf_weight=25.083537352580574 0.023695485544771411 0.07244553019837241 0.093411023934095283 0.035439732327347429 0.023721678183846961 0.48245852226414065 0.020936110988259315 0.00326743563732279 0.77435536812981709 0.50784421332264118 0.14008985926852746 0.56087714168825242 1.1862407902226544 0.18997664586640906 0.22732761052975547 0.75309226800163642 1.2963636467466155 1.2200900035677502 1.7554326660465474 0.59636738983161297 0.2424062392419728 1.0135949829596027 1.9354635941563172 0.26463553228677472 1.5200648754835129 0.021707572508602779 0.063874994386424078 0.011149924626799979 26.409376924512742 0.061062712050386381
leaf_count=1534 58 217 20 108 4 339 1 213 47 39 14 24 35 18 24 31 39 34 17 67 20 37 23 18 15 2 10 4 878 144
internal_value=-5.15528e-06 -0.0122978 -0.00287816 -0.0157873 -0.0102783 -0.0150878 -0.0110934 0.0735998 0.000135888 -2.28779e-06 -0.00120869 -0.0184752 0.00122164 -0.0160267 -0.0593148 0.00182922 5.36469e-05 0.00129129 0.000169883 -0.00641481 0.0196324 -0.0107569 -0.00463211 0.00668025 0.000847032 -0.037752 0.0207684 -0.0312835 -0.000937262 -0.0708668
internal_weight=66.5903 0.755376 0.68293 0.589519 0.554079 0.530358 0.506662 0.0242035 65.8349 65.0606 39.2239 2.67227 2.16442 1.60355 0.417304 25.8366 36.5517 30.6813 29.3849 5.87042 0.838774 5.03164 4.01805 2.08259 1.81795 0.297885 0.157795 0.0939202 28.1648 0.0722126
internal_count=4034 960 743 723 615 611 553 214 3074 3027 1462 140 101 77 42 1565 1322 968 929 354 87 267 230 207 189 174 160 150 895 148
is_linear=0
shrinkage=0.1


Tree=333
num_leaves=31
num_cat=0
split_feature=3 3 3 3 4 3 3 0 4 4 4 0 0 0 1 0 2 1 4 2 4 1 0 0 1 4 2 3 3 1
split_gain=0.0111193 0.0369735 0.0661263 0.0493086 0.0878737 0.0319361 0.0877939 0.186895 0.0548557 0.091833 0.0714151 0.0668185 0.0708708 0.0726824 0.122927 0.0643854 0.1614 0.12351 0.170209 0.122466 0.0588377 0.0570903 0.129017 0.0524238 0.0522169 0.0459283 0.0564867 0.0466766 0.0748853 0.0699895
threshold=0.10249000000000003 0.10335500000000002 0.10433500000000002 0.10661000000000002 41.436838994450007 0.09013000000000003 0.089415000000000022 89.493394246350007 39.685256516350002 39.051326806600009 39.952536079750011 90.533827542850005 94.773526014550015 97.39208423365001 81.320481529800006 94.75470680765001 -0.076484999999999984 62.213609596700003 42.719328117250008 -0.102645 41.827117825850003 63.154569942350008 93.399723909900004 88.606203063300015 70.123053416500014 35.050303764500008 -0.11347 0.089305000000000023 0.08833000000000002 71.787208999250012
decision_type=2 2 2 2 2 2 2 2 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 -4 6 25 -8 9 11 -10 -7 -13 -14 -15 17 19 -12 21 20 -17 -19 -23 -20 -11 26 -1 28 -27 -30
right_child=1 2 3 -5 -6 8 7 -9 10 24 15 12 13 14 -16 16 -18 18 23 -21 -22 22 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-0.10051960967207939 -0.015683901444921045 0.029223823504057507 -0.035580449861774492 0.00021304458852256449 0.0099972841317204856 0.040508486528411013 -0.10690313507567124 -0.0058617849871285509 -0.026063180767815955 0.021988471425007504 0.0031380950245720944 -0.03073893061824208 0.021805738466240936 -0.10499094762080562 0.0030342637207940774 -0.053040695526796133 0.0020146170222529124 0.098790950398809446 0.014082611367040735 -0.10460100172808413 0.029873120731600783 -0.015648408585329714 0.084393702166495749 -0.077225086778082985 0.074186885645127806 0.00028385656211733838 0.06394635806411933 0.024629750523547864 -0.035966359068883527 -0.00077666931126710477
leaf_weight=0.023449492926776561 1.8291250842539764 0.70743204000427695 1.0770335774833473 11.702494654349875 0.69661215647010966 0.5016717658288633 0.24152289883931999 0.75630400808768172 0.90022235376818471 0.42704051220789541 8.4354437565184508 0.56440132313582614 1.4414205466746355 0.13087273058999915 0.53996738186877735 0.18786127117255125 2.4726499827245325 0.27515093190595397 0.12353409751466415 0.27634877476975817 0.15720548260972578 0.22120893809187692 0.30894378788070753 0.1280680854615639 0.34766990909702145 28.775136824785605 0.19080899157179088 0.72184826603734009 1.1463105484872351 1.1149253981769218
leaf_count=132 27 27 49 384 18 54 43 53 23 27 159 36 25 44 71 35 68 18 15 44 32 21 30 25 29 2294 92 14 57 88
internal_value=-7.38309e-06 -0.00230304 -0.000577435 -0.00214186 -0.0176795 0.000721831 -0.00110876 -0.0303187 0.00418262 0.0145419 0.00114624 0.0070169 0.000739764 0.00915095 -0.0180401 0.00309235 -0.00943516 0.00717574 0.0394012 -0.0549945 -0.0152668 0.0618323 0.0426506 -0.0323939 0.0454138 -0.000197144 0.0459464 -0.000508454 -0.00109312 -0.0186157
internal_weight=66.4227 16.0127 14.1836 13.4761 1.77365 50.41 32.9703 0.997827 17.4397 3.95304 13.4866 3.17833 2.67666 2.11226 0.67084 12.5864 3.09407 9.49235 1.05691 0.621416 0.345067 0.805304 0.530153 0.251602 0.77471 31.9725 0.214258 31.7582 31.0364 2.26124
internal_count=4034 505 478 451 67 3529 2773 96 756 286 470 230 176 140 115 447 179 268 109 111 67 69 51 40 56 2677 224 2453 2439 145
is_linear=0
shrinkage=0.1


Tree=334
num_leaves=31
num_cat=0
split_feature=4 4 1 1 4 3 0 0 4 3 0 2 4 4 4 2 0 4 2 3 0 0 3 1 0 1 4 2 3 4
split_gain=0.0102421 0.0342592 0.0389761 0.178656 0.0875721 0.0909728 0.0742175 0.0694177 0.028949 0.104888 0.0279407 0.034036 0.0263236 0.102456 0.131239 0.094943 0.194184 0.0510311 0.0728225 0.0895564 0.037256 0.0597815 0.0984507 0.0808909 0.0241452 0.0228323 0.0214821 0.0213362 0.0269519 0.0739554
threshold=37.038444968100009 36.893814626400008 65.611820673600008 65.536543845950021 35.879804895950009 0.10301500000000002 91.937202686950016 93.692765846100016 36.491284729650012 0.079805000000000029 89.493394246350007 -0.10423499999999999 38.400997490450003 38.748048509250005 38.478081868400004 -0.102645 91.066142252700018 39.051326806600009 -0.070909999999999987 0.08481000000000001 99.128828185900019 85.425757095000009 0.082935000000000023 75.806453904250006 91.73825678530001 61.049507226200006 36.491284729650012 0.23835000000000003 0.097015000000000032 40.098777110850008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 10 -4 -8 9 -9 11 25 15 14 -14 16 -2 18 19 -15 21 -17 -23 24 -24 -1 -6 -19 29 -29
right_child=12 -3 6 -5 26 -7 7 8 -10 -11 -12 -13 13 17 -16 20 -18 27 -20 -21 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.050285237132620689 0.042923105737521519 -0.041279852098666171 -0.042468453048306071 0.1011307465829942 -0.033863588235899682 0.090415920977402475 0.04416459704802625 -0.1057853147834532 0.037606444638480369 -0.0049677835139215285 0.0043083773826121151 -0.10246986745685967 -2.1831138490997304e-05 0.039713808352291366 -0.073828932117046248 0.00059153584908012676 -0.10638547936946537 7.9501624451068989e-05 0.035909513494494956 -0.063794985156126291 -0.011127112729340118 -0.0026956628408572481 0.084000940299865032 0.014480831795573763 0.048195627063834484 -0.10032897728841556 -0.10518267240259249 0.040731553234998254 -0.0070429550873521976 -0.10362884657471039
leaf_weight=0.036805593783810764 0.15327271573187307 0.24227901676613317 0.53069209806199102 0.1918412521481514 0.083347136791417142 0.11768480413593352 0.29655094965710338 0.10946085404941319 0.13243209014075308 1.802407819006042 0.52297078806441277 0.059414031980398407 0.55029922856010571 0.1482180529346806 0.42851980900161379 1.4857264964703056 0.2017726641668105 54.601260996098858 0.87166978797722439 0.19169302499994956 0.59792048059267688 0.72458977137284852 0.3450638288632033 0.56448507308959961 0.41466051385032188 0.013853548730274667 0.085620928657590412 0.054161333758201091 0.56656979403260266 0.10292613877660983
leaf_count=64 30 30 30 6 37 21 23 91 44 209 7 22 15 16 47 23 57 2898 29 33 80 22 23 3 28 33 10 25 19 59
internal_value=-6.42254e-06 -0.00477016 -0.00254939 0.0133502 -0.00496013 0.0096792 -0.0087039 -0.00104918 -0.00760799 -0.0107399 -0.00533 -0.0511231 0.000318216 -0.000257326 -0.032334 0.00769483 -0.0419291 0.00029802 0.0205999 -0.01866 0.0119583 0.0158636 0.0269384 0.0431538 0.0644583 0.00909738 -0.070003 -0.000146579 -0.0172048 -0.0538556
internal_weight=66.2282 4.22536 3.98308 1.11154 0.919697 0.750729 2.87154 2.34085 2.0443 1.91187 0.633044 0.110073 62.0028 57.5153 0.978819 4.48749 0.355045 56.5365 1.21158 0.339911 4.13245 3.53453 2.0488 1.32421 0.759724 0.0506591 0.168968 55.3249 0.723657 0.157087
internal_count=4034 627 597 200 194 147 397 367 344 300 126 119 3407 3141 62 266 87 3079 78 49 179 99 76 54 51 97 47 3001 103 84
is_linear=0
shrinkage=0.1


Tree=335
num_leaves=31
num_cat=0
split_feature=4 2 2 2 0 1 0 3 1 1 2 2 0 4 4 4 0 3 4 0 0 4 1 0 2 3 3 2 4 4
split_gain=0.0111148 0.0567603 0.0475528 0.0109752 0.0167482 0.00972905 0.148376 0.0907478 0.0551499 0.0629917 0.124457 0.149446 0.10174 0.0906529 0.0467018 0.0424229 0.188207 0.276672 0.131358 0.0809387 0.077167 0.198633 0.103591 0.0939183 0.0855708 0.107688 0.16022 0.075505 0.0720393 0.100899
threshold=33.96174662340001 0.15844000000000005 -0.116995 -0.08262499999999999 92.805574663100018 71.096275259700022 96.039789794050009 0.076615000000000016 70.776348742200014 70.171445662850019 -0.059424999999999999 -0.044409999999999998 94.773526014550015 41.741384785950011 41.289992964000007 40.633548727200008 90.767723400200012 0.08674500000000003 42.558389508100007 89.705782438650019 87.278104746850019 39.861052345600008 62.084563606450011 91.394134144600017 -0.12546499999999997 0.11922500000000003 0.093325000000000033 -0.077085000000000001 36.242939472700009 38.903925214650009
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 15 12 -12 -11 -14 -13 20 19 18 -18 -17 22 24 -2 -23 -22 26 27 -26 -29 -30
right_child=5 -3 3 4 -6 6 -8 -9 -10 10 11 14 13 -15 -16 16 17 -19 -20 -21 21 23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.10168275028371876 0.003803547975435544 -0.085635114883387403 0.061085603776418355 -0.029487917846109064 0.043345506843851744 -0.0036320633224909992 -0.00052591910663271526 -0.10067469511929686 0.024081730784533739 -0.10526362709816446 0.09223339414739723 -0.10669827887583588 0.060844800922467759 -0.073734267379096358 0.0072027514168170595 -0.00084282876900802566 -0.05234777919042264 -0.098413353326789341 0.056978154482269762 0.036940456363391813 -0.03438354469976402 0.094422398531728721 -0.024497950847261661 0.027521736306263107 0.03814566387218335 -0.024108767321733265 0.051093242997673205 0.0082988561944634647 -0.069856761965468903 0.012761337226198858
leaf_weight=0.033548219839535154 9.9685564943520095 0.09045570433318062 0.064214885578479652 0.05766820187637689 0.069770081730951006 0.16035647306464085 18.516782824687944 0.24147006630971646 1.0005688095734502 0.24443758491099743 0.14890108909457922 0.073141742061124115 0.096220377483405173 0.10431681582940655 0.070885475630348083 26.680200222635911 0.19077687195203807 0.48172940824224497 0.25925658370897509 0.5792757187737142 0.46229058052995231 0.3992973074200562 1.4861112826135912 0.44225774226651993 0.50910456525161873 0.72163172427099187 1.0417453756090251 1.2561059193685644 0.33869316382333647 0.26230195804964751
leaf_count=127 258 61 25 8 38 76 1456 266 37 49 6 8 8 33 33 1102 16 32 45 45 33 29 51 30 34 8 51 20 23 26
internal_value=-6.61428e-06 -0.0187265 0.00814841 0.027374 0.010387 8.3276e-05 -0.00183051 -0.061948 0.000856617 0.000349421 -0.0286318 0.0219853 -0.0619532 -0.00916146 -0.0506399 0.000823814 -0.00155054 -0.0457449 0.010633 -3.99175e-05 0.00478731 0.0146021 0.000131754 0.0592645 0.00641677 0.0109842 0.0184151 0.00402826 -0.00532467 -0.0337984
internal_weight=66.0521 0.315657 0.225201 0.191653 0.127438 65.7364 18.9186 0.401827 46.8178 45.8172 0.737903 0.292928 0.444975 0.200537 0.144027 45.0793 28.1912 0.931763 0.450033 27.2595 16.8881 5.43343 11.4547 0.841555 4.59187 4.12958 3.40795 2.36621 1.8571 0.600995
internal_count=4034 259 198 71 46 3775 1798 342 1977 1940 137 47 90 41 41 1803 1240 93 61 1147 563 254 309 59 195 162 154 103 69 49
is_linear=0
shrinkage=0.1


Tree=336
num_leaves=31
num_cat=0
split_feature=3 1 0 0 0 3 3 4 4 3 0 0 3 4 1 4 1 3 0 0 3 1 3 0 4 2 2 2 1 4
split_gain=0.0101734 0.0354621 0.0986499 0.129754 0.0471576 0.0780145 0.0578745 0.045483 0.0985209 0.064683 0.0511532 0.0347272 0.0330157 0.0897604 0.0867062 0.0409535 0.0662441 0.0251893 0.0325729 0.157426 0.130544 0.0799191 0.0791589 0.0349674 0.0336321 0.0327319 0.0501772 0.170726 0.125162 0.0936388
threshold=0.10249000000000003 65.907551067950024 93.953546284800012 95.262825394300009 86.565663342300013 0.12201500000000003 0.41214500000000009 39.577821550850011 40.984321400500008 0.11660000000000002 85.995710218650018 85.877418060900013 0.10828500000000003 42.558389508100007 80.468240302450013 40.583589072600013 75.806453904250006 0.10184000000000003 85.705356740550016 85.791387400750025 0.093580000000000024 62.052302108850007 0.092075000000000032 85.624702996650015 44.756878345700009 -0.093879999999999991 -0.11103999999999999 -0.11572 62.00390986255001 41.035283712600005
decision_type=2 2 2 2 2 2 2 2 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 4 -3 -4 6 -6 7 -2 -9 10 11 -10 13 14 -5 -14 -17 18 20 -20 21 22 23 -1 -23 26 27 -21 -28 -30
right_child=1 2 3 12 5 -7 -8 8 9 -11 -12 -13 15 -15 -16 16 -18 -19 19 25 -22 24 -24 -25 -26 -27 28 -29 29 -31
leaf_value=0.0052184462787459134 0.0058611318800774088 -0.042957798096226768 0.071699117398718371 -0.10616889832874542 0.024716294815650495 -0.0019625561420849084 0.014280632045427871 -0.040238210618964626 0.0041548158110498827 -0.02395089592813562 0.020802023011175192 -0.026434738920270037 -0.0077860535139806179 0.0019565149237980423 -0.0039941413673840317 -0.016502687533818224 0.082383409962888537 0.018378348015571113 0.058942967452457341 0.0022621592800804854 -0.077028690911467107 -0.10502742200046351 0.071171822572369522 -0.021776558675636788 0.023422183388711829 -0.0013547753931495209 -0.028417237713210416 -0.084733139072800806 0.03837639257447209 0.0076233376584829496
leaf_weight=1.4590178314911035 1.6817594002350214 0.76346310315147947 0.21859127646894227 0.20172035876657934 1.771288202377036 2.8753479328006506 1.3648213415581265 1.0572859693465941 0.93066270762210546 1.3018777806828437 1.0197726059705017 0.6172894446644932 1.1777486740706988 0.514129433967355 0.14118437457178601 0.12934102554572735 0.1422525911457555 0.79263528011222106 0.46470621289336023 9.2029722249423571 0.26414410272582234 0.10342909586416471 0.1511926345701794 0.7149831138231092 0.025387318539287662 31.57290496441631 0.64708908740429194 0.2312525267479949 1.5527280611948979 2.7324587425638356
leaf_count=557 31 37 29 26 45 26 25 24 39 26 14 13 89 8 31 19 23 27 29 989 52 92 12 28 57 1486 8 19 68 105
internal_value=-8.1094e-06 -0.00221024 -0.0114594 -0.00193542 0.000199834 0.00820737 -0.00446665 -0.00833835 -0.0131852 -0.00579361 0.00341243 -0.00804363 -0.00891427 -0.0244733 -0.0641004 0.000286174 0.0352909 0.000693738 0.00040838 0.00103161 -0.0102313 -0.00304142 0.00120617 -0.00365964 -0.0797124 0.000445798 0.00440288 0.000129723 0.0125764 0.0187666
internal_weight=65.8234 15.9085 3.28843 2.52497 12.6201 4.64664 7.97347 6.60865 4.92689 3.8696 2.56772 1.54795 2.30638 0.857034 0.342905 1.44934 0.271594 49.9149 49.1223 46.4041 2.71815 2.45401 2.32519 2.174 0.128816 45.9394 14.3665 9.43422 4.93228 4.28519
internal_count=4034 505 262 225 243 71 172 147 116 92 66 52 196 65 57 131 42 3529 3502 2704 798 746 597 585 149 2675 1189 1008 181 173
is_linear=0
shrinkage=0.1


Tree=337
num_leaves=31
num_cat=0
split_feature=2 2 2 4 2 1 3 0 1 0 1 0 3 2 2 1 3 1 2 3 3 4 4 2 1 0 2 0 4 2
split_gain=0.00993451 0.0773891 0.0732941 0.368094 0.217045 0.121393 0.150594 0.0277835 0.0618711 0.0594914 0.0537735 0.0878558 0.0613962 0.0443575 0.0540683 0.0421428 0.0341948 0.165913 0.0428399 0.379303 0.167064 0.124849 0.117702 0.105702 0.321638 0.0864777 0.0692516 0.0834197 0.0321207 0.0871922
threshold=-0.086139999999999994 -0.087234999999999993 -0.081354999999999997 41.535369675400013 -0.083424999999999985 62.079186690200011 0.085335000000000022 85.963448721100022 61.93938686740001 86.135510041400025 62.025417527550012 85.667718326750006 0.10335500000000002 -0.054619999999999995 -0.013805 61.982402197500001 -0.11223 62.052302108850007 -0.06828999999999999 0.082535000000000011 0.098545000000000021 42.558389508100007 39.184300550350009 -0.058374999999999996 70.171445662850019 94.496614827150012 -0.077085000000000001 96.682331287150021 41.975471476700008 -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=1 -1 3 -2 -5 -6 -7 10 -9 -10 12 -12 13 -4 -15 -11 17 -17 19 28 26 22 -22 24 -20 -26 -21 -28 -18 -30
right_child=2 -3 7 4 5 6 -8 8 9 15 11 -13 -14 14 -16 16 18 -19 23 20 21 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.00071148450541012897 -0.088496032366556579 0.038237009892398199 -0.015674841999066817 0.051688499581553138 -0.00091982788256973638 0.010698303162047963 -0.1087000391182768 0.023084700645768091 0.022354323229341156 -0.015449718815853587 -0.0023863126698235961 0.07169740550363457 -0.032220214959757132 0.042002881833382966 -0.0015744169150149799 0.10212885441755065 -0.10682916567474099 0.0020712025234508311 0.087986665119851135 0.025652747509689551 -0.013050349613434939 0.0026611254388499159 -0.1049341464794999 0.00034034169918380528 0.017680835913731291 -0.10511116030307568 -0.025437066619272239 0.020949973923093487 0.035691775609740933 -0.11080612617291448
leaf_weight=24.840296398894115 0.56767995485931466 0.56200790059483452 1.8735798499546943 0.62517263076461005 1.1867879713099676 0.17301734718384421 0.27124589980456904 1.2578986021108018 1.191587178036573 1.7582373886834854 0.59041642214486945 0.21961931854457362 1.0007683360390727 0.34002348592389386 1.7506558320935774 0.19183800928295625 0.34929102664683398 1.21730840053128 0.46640802314506302 1.7505273253980247 0.24420950698674893 0.50901557505130768 0.32488038064911962 20.429387347691101 0.096908321138471365 0.14051781319767542 0.81420716666616522 0.74005636545055609 0.066402634573762498 0.10466257255757228
leaf_count=2055 65 28 27 34 35 14 54 39 34 17 67 20 37 24 179 7 28 144 15 41 25 2 21 868 6 42 29 20 53 4
internal_value=-6.74768e-06 0.00154171 -0.000983944 -0.0165191 0.00159078 -0.0176114 -0.0622006 0.000188153 0.00135191 0.000452508 -0.00619043 0.0176995 -0.010088 -0.00450081 0.0055129 -0.000441139 0.00052035 0.0156928 -0.000300815 -0.00872202 0.000861404 -0.033321 -0.0655047 0.00165304 0.0397553 -0.0549921 0.0120125 -0.00335006 -0.089442 -0.0539398
internal_weight=65.6546 25.4023 40.2523 2.8239 2.25622 1.63105 0.444263 37.4284 31.6533 30.3954 5.77506 0.810036 4.96503 3.96426 2.09068 29.2039 27.4456 1.40915 26.0365 4.90325 4.3829 1.07811 0.56909 21.1332 0.703834 0.237426 3.30479 1.55426 0.520356 0.171065
internal_count=4034 2083 1951 202 137 103 68 1749 1395 1356 354 87 267 230 203 1322 1305 151 1154 223 138 48 46 931 63 48 90 49 85 57
is_linear=0
shrinkage=0.1


Tree=338
num_leaves=31
num_cat=0
split_feature=4 1 1 3 2 2 0 0 1 3 2 1 4 4 1 2 3 2 3 2 4 4 4 1 2 4 4 1 4 4
split_gain=0.00872243 0.0345861 0.205116 0.126267 0.0417488 0.206213 0.13119 0.136179 0.0990604 0.0933395 0.124117 0.111319 0.0404398 0.101657 0.0946375 0.11768 0.0420164 0.0750624 0.0405553 0.036696 0.125217 0.0474527 0.0345578 0.0533731 0.147551 0.0762106 0.0355321 0.158594 0.0822017 0.131356
threshold=42.141702038450013 61.982402197500001 62.00390986255001 0.09062000000000002 -0.096529999999999991 -0.08854999999999999 86.329079026800017 85.764502819450016 75.499969677400017 0.096885000000000013 -0.59502499999999992 72.378669787950017 43.426640904350009 43.680097826700013 62.095317438950012 -0.11347 0.091645000000000018 -0.23783499999999999 0.085895000000000013 -0.083064999999999986 48.226196960950006 48.96897326980001 41.827117825850003 62.837331883000012 0.061925000000000015 41.975471476700008 41.685324604100011 62.041548276350007 41.535369675400013 41.571132012400007
decision_type=2 2 2 2 2 2 2 2 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 3 -3 19 9 8 7 -7 -6 11 -11 12 18 -14 -15 16 17 -16 -4 20 -2 -22 26 25 -25 -24 28 -28 -1 -30
right_child=1 2 4 -5 5 6 -8 -9 -10 10 -12 -13 13 14 15 -17 -18 -19 -20 -21 21 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=-0.00049112547929134947 -0.10242725328399692 -0.10217709707044249 -0.0073227681595552391 0.068857273410176792 -0.091887558069100178 0.019869675878039214 0.00036510961251970186 -0.10262406365632266 0.0084279242803811782 0.037829749383495419 -0.10381135371906272 -0.10107845959934875 0.097165210238168084 0.097676442469575298 -0.10161260348858465 -0.086790158323327427 0.09463504137576334 0.035307876027959671 0.024745471747447224 0.0097853993985861591 0.035649064725842158 -0.028099394090389165 0.013011191354113216 0.0092204910035320886 0.09907931758289229 -0.015191255053648751 0.014637125330484458 -0.046010339996586019 0.072416986939409456 0.0039371770868263786
leaf_weight=41.862184275041756 0.14238191307975978 0.20956294825737032 0.74909043429943112 0.308590141726654 0.39035687599425628 0.14175224026149891 9.2109906493419569 0.2522799539292464 0.13163290794102522 0.10168707868615456 0.1579820630969947 0.080252454208762702 0.20827997307060275 0.11155431560473517 0.050199921102091705 0.12684358080150548 0.071432584431022406 0.19781778972719621 0.83279529049468692 1.2040654635532091 0.24040309945121408 0.22704771273129154 2.7168712593866067 0.892718787683634 0.22976578153907212 1.4801918984803704 0.90245903810500638 0.82568186074092864 0.40325045570989348 0.91724466186042264
leaf_count=2010 92 28 32 30 69 64 481 42 23 12 38 344 11 7 90 33 7 95 31 109 19 33 41 84 16 36 16 46 15 80
internal_value=-1.04889e-05 -0.0021139 -0.00404289 0.00972321 -0.0024381 -0.00537868 -0.00205209 -0.0585572 -0.0665905 0.00864076 -0.0483443 0.0147345 0.0186929 0.0375507 0.0152928 -0.00529957 0.0270578 0.00759454 0.00955979 -0.000337 -0.0203229 0.0046855 0.000623797 0.00824508 0.027614 0.00306494 -0.00027892 -0.0143394 0.00028377 0.0248494
internal_weight=65.3774 15.147 13.0245 2.12249 12.8149 10.127 9.60502 0.394032 0.52199 2.68794 0.259669 2.42827 2.34801 0.766128 0.557848 0.446294 0.31945 0.248018 1.58189 1.8139 0.609833 0.467451 50.2304 5.31955 1.12248 4.19706 44.9108 1.72814 43.1827 1.3205
internal_count=4034 1690 1407 283 1379 679 587 106 92 700 50 650 306 243 232 225 192 185 63 253 144 52 2344 177 100 77 2167 62 2105 95
is_linear=0
shrinkage=0.1


Tree=339
num_leaves=31
num_cat=0
split_feature=2 2 2 0 3 0 2 2 1 0 4 3 2 4 3 3 1 2 0 2 2 0 0 1 0 2 0 4 1 4
split_gain=0.00840424 0.0786045 0.0443328 0.0624663 0.0451017 0.120309 0.312408 0.0279052 0.266197 0.120962 0.165139 0.0243729 0.0272427 0.151169 0.2297 0.0720717 0.0467574 0.0883113 0.0756785 0.0668497 0.108822 0.0901946 0.0878219 0.0980682 0.0920652 0.115003 0.250292 0.0600171 0.13071 0.0574209
threshold=-0.085584999999999994 -0.084275000000000003 -0.088224999999999984 86.756543869550015 0.086230000000000015 93.953546284800012 -0.08786999999999999 -0.081629999999999994 62.046925192600007 89.705782438650019 42.047301293400004 0.21629500000000004 -0.094519999999999993 41.685324604100011 0.088145000000000015 0.086520000000000027 62.00390986255001 -0.11963999999999998 85.764502819450016 -0.11103999999999999 -0.11572 86.256490657300006 96.163458868000006 66.351146659450009 91.066142252700018 -0.10946499999999999 94.773526014550015 41.827117825850003 62.095317438950012 44.756878345700009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 11 -4 -5 -6 -7 8 -3 -10 -11 12 16 -14 15 -15 17 -1 29 20 21 -20 23 -21 -25 -26 -27 -23 -29 -18
right_child=1 7 3 4 5 6 -8 -9 9 10 -12 -13 13 14 -16 -17 18 -19 19 22 -22 27 -24 24 25 26 -28 28 -30 -31
leaf_value=0.0034071291415836455 -0.043618591192585751 0.011278911661702803 -0.0032550889411833181 0.0083753278573542259 0.091375239798003743 0.10225668134769927 -0.083990085044628862 0.00016877809139466098 -0.10753242873260289 -0.10313417530141361 0.056600676566330659 0.024347435810461629 0.0034992798375228641 -0.033429597420938831 -0.10846563598755124 0.012814010487307615 -0.10137159261023072 -0.032243003008274575 0.075387259121466432 0.013017329879699066 -0.076288637337148996 -0.0043935311997671585 -0.01398873556346881 0.10208658112866649 0.10034729609050688 -0.090535594102310005 0.069883493665219773 0.10126048922804319 0.0078485843852268353 0.045166433093525298
leaf_weight=1.9258387888059476 0.42652754148472993 1.4545569976980908 1.0364840953152445 0.5345460973367151 0.32386133400723338 0.1768178828060627 0.18355837964736565 37.219671987369267 0.33719412935897697 0.11977226738424918 0.14081455071668358 0.40743805628676355 4.5873206994978686 0.79628667076110538 0.3152179015760338 0.5843455160393205 0.11316807617896429 1.0870804543956314 0.16358028165997041 2.6338330393191298 0.18202740495640135 6.506228217298947 0.82022358552157459 0.25794925028458227 0.16394213022431381 0.17086746951099463 0.22577264200663194 0.16164813330397043 2.0432069671415167 0.035013924003578722
leaf_count=370 28 45 25 7 8 4 41 1763 25 42 34 37 66 53 46 9 65 49 9 40 22 478 57 9 8 40 33 11 554 56
internal_value=-1.16574e-05 -0.000920905 0.00140741 0.0147919 0.0301396 0.0471424 0.00739151 -0.000457171 -0.0118089 -0.0679876 -0.0168175 0.000105236 -0.000328477 -0.00593167 -0.0314427 -0.0138572 0.00180646 -0.00945567 0.00432413 0.00511422 0.000250067 0.00181995 0.0154249 0.022413 0.0526461 0.0298963 0.000777009 0.000438468 0.014697 -0.0667461
internal_weight=65.1348 39.6985 25.4363 2.25527 1.21878 0.684238 0.360376 39.272 2.05234 0.597781 0.260587 23.181 22.7736 6.28317 1.69585 1.38063 16.4904 3.01292 13.4775 13.3293 9.05669 8.87466 4.27259 3.45236 0.818531 0.560582 0.39664 8.71108 2.20486 0.148182
internal_count=4034 1937 2097 85 60 53 45 1909 146 101 76 2012 1975 174 108 62 1801 419 1382 1261 1074 1052 187 130 90 81 73 1043 565 121
is_linear=0
shrinkage=0.1


Tree=340
num_leaves=31
num_cat=0
split_feature=4 3 1 3 3 2 3 1 3 3 4 0 3 3 4 2 3 4 0 1 4 0 1 4 3 3 3 0 0 2
split_gain=0.00940614 0.0290129 0.170935 0.0674827 0.176316 0.145545 0.184613 0.111312 0.102642 0.102419 0.113995 0.097229 0.103063 0.0903833 0.0320806 0.0390237 0.100058 0.0315889 0.0599197 0.0285542 0.0252583 0.0236643 0.0272435 0.0231333 0.0404716 0.0442345 0.0235093 0.0330882 0.0830852 0.0530935
threshold=42.558389508100007 0.09450500000000002 62.009286778800011 0.083745000000000028 0.082535000000000011 -0.10290999999999999 0.086520000000000027 62.391047833300007 0.08092000000000002 0.085820000000000021 43.384297312450009 95.620390325650007 0.088145000000000015 0.087475000000000011 42.719328117250008 -0.02903 0.096885000000000013 43.218894539100006 87.48511602295001 80.677940036650014 43.182896969600009 90.767723400200012 67.940025414550021 49.283271594150008 -0.25095999999999996 -0.24338000000000001 -0.55648999999999993 86.643628628100018 71.332859575200004 -0.23375499999999999
decision_type=2 2 2 2 2 2 2 2 2 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 9 17 20 23 10 -5 -9 -13 -11 -4 16 -16 18 -7 -14 -8 -10 -23 26 -25 -26 -2 28 29 -28
right_child=1 2 14 5 -6 6 7 11 21 13 -12 12 19 -15 15 -17 -18 -19 -20 -21 -22 22 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.00053235990982498157 0.041463213528454751 0.080283987903189954 0.014197688083384126 0.07702998850989623 0.074911425735071924 -0.10525441256332387 -0.014481995083477806 -0.10496366728774675 -0.10885913359826678 0.09849391875182742 -0.11382867723576406 0.087200706332774269 -0.10274756102191505 0.0083512014726456665 0.037575058919648519 -0.0020869598347281466 -0.078609895073224301 -0.10630617725833516 0.0027278372501174496 0.029571137121348286 0.0054445153125570363 0.10043182334001932 -0.10034284136852996 -0.10191841138268337 0.10102868557223493 -0.05790061742260643 0.088475200327992137 0.0034137756616877363 -0.067330076893051274 -0.028049339123142003
leaf_weight=53.919145481186888 0.14400866627090536 0.28123738618160077 0.73430880404333754 0.049095824826508649 0.31700841827048964 0.10666116584070584 1.5191283457331799 0.23067417883413543 0.10857874834800885 0.22891828120177138 0.086306277987659996 0.070361450831711636 0.072528289194451645 0.21636104560741387 0.10941864357982956 1.0434549845083645 0.22978140439988692 0.24632686717403374 0.099165324288151169 0.021040179410135806 1.0943929797576855 0.012946366332471371 0.014139921149084245 0.059420322376126933 0.03047722764313221 0.041169194793621133 0.075215428895944569 3.4005570538004903 0.22070245556687951 0.081442889674690266
leaf_count=2559 32 21 25 3 29 33 40 55 26 26 56 12 17 35 13 32 49 60 12 69 19 1 77 14 1 206 41 316 93 62
internal_value=-1.01866e-05 -0.00268301 0.00703653 -0.00541034 0.0030048 -0.0147932 -0.0225677 -0.0136126 -0.00243727 0.0315348 -0.0446247 -0.0631184 -0.00423568 0.0546936 -0.00269435 -0.0116655 -0.0411311 -0.082145 -0.0532296 -0.0729939 -0.00613791 -0.0879991 -0.00437907 0.000426721 -0.0409003 0.00970533 0.00180783 0.000296223 -0.0277974 0.0278969
internal_weight=64.864 10.9448 2.3982 8.54663 4.50567 4.04096 3.46028 3.00813 4.18866 0.580681 0.135402 0.394604 0.16393 0.445279 2.11696 1.38266 0.3392 0.452153 0.205826 0.0935685 2.61352 0.135665 0.0270863 4.05299 0.131067 0.0716464 3.92193 3.77792 0.377361 0.156658
internal_count=4034 1475 140 1335 898 437 317 212 869 120 59 153 98 61 119 94 62 105 45 86 59 104 78 765 221 207 544 512 196 103
is_linear=0
shrinkage=0.1


Tree=341
num_leaves=31
num_cat=0
split_feature=3 3 3 3 4 1 0 0 4 2 4 3 1 4 3 0 4 3 3 4 1 1 0 2 4 1 1 2 2 3
split_gain=0.00940664 0.0329616 0.0525485 0.0362873 0.0658608 0.0308969 0.178153 0.0511686 0.0598885 0.0514713 0.0793368 0.0321096 0.0839345 0.170035 0.0604098 0.028714 0.035788 0.0244469 0.0493747 0.076492 0.180904 0.119658 0.0605243 0.05649 0.131204 0.0720152 0.0768206 0.0492611 0.0453519 0.107969
threshold=0.10249000000000003 0.10335500000000002 0.10433500000000002 0.10661000000000002 41.436838994450007 68.34060567600001 93.692765846100016 99.470262368500016 35.050303764500008 -0.087234999999999993 39.420767558750008 0.11531000000000002 62.046925192600007 41.481306584950012 0.12535000000000004 100.91127592640002 40.583589072600013 0.091645000000000018 0.092260000000000023 41.243661560350013 62.00390986255001 61.966271448700006 85.861287312150012 -0.086139999999999994 41.535369675400013 62.154463517850012 71.015621515800021 -0.082424999999999998 0.086310000000000026 0.089920000000000014
decision_type=2 2 2 2 2 2 2 2 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 -4 11 -7 9 -9 -8 -11 12 -5 -14 -13 -10 -17 28 -19 21 -21 -20 -23 24 -22 -26 -27 -25 -1 -30
right_child=1 2 3 5 -6 6 7 8 15 10 -12 14 13 -15 -16 16 -18 18 19 20 23 22 -24 27 25 26 -28 -29 29 -31
leaf_value=-0.0002494088581786764 -0.014895638768127951 0.027103316124387929 -0.031423115678942841 -0.0046527847631674581 0.0087598289426714954 -0.10910585424271398 0.069929962537738796 -0.0014661923197040192 -0.099239683181299707 0.052994555036039719 -0.047434442056929177 -0.022593470282170652 0.070582622397361308 -0.0056037055656194094 0.0024683190727361058 -0.10055040528617808 0.080282206890785759 0.016065677733991396 0.037361231924433462 -0.077699567287764171 -0.10530426505325173 -0.027552591792021987 0.0043067565850781536 0.027496472165488856 0.059101361444996461 -0.055302938397046232 0.023019240342969156 -0.0067730539611400012 -0.0060700559531875337 -0.10283346586502691
leaf_weight=33.853425631864582 1.7953161780696962 0.65720285138377121 1.0283989918948169 1.4312575949070363 0.67601686485886592 0.17214676237745052 0.16592970436158794 0.51516942738692251 0.11157529105094 0.15225972085090667 0.16272996922771199 1.130692442280633 0.57007893600712101 0.60259871662128717 6.4388921303470852 0.020464039270493117 0.023525816161736657 2.7929926373089975 1.0655069163185524 0.37365549202581805 0.16270503780106138 0.65183451887241961 6.997351771196719 0.69828306103590887 0.13839443947654217 0.29614027156458178 0.21698870991951935 1.050476763788992 0.56663178733938835 0.14477563500543056
leaf_count=2584 27 27 49 32 18 13 21 24 34 26 24 47 27 16 78 26 16 61 35 45 14 14 273 10 9 24 54 67 308 31
internal_value=-1.23676e-05 -0.00214645 -0.000494889 -0.00186877 -0.0154855 0.000149834 -0.014221 -3.78656e-05 -0.0178864 0.0248553 0.00111093 0.0020198 0.0115984 0.0314331 -0.00127524 -0.0722634 -0.00384095 0.000669289 0.00412424 0.00126171 -0.0126962 0.00596519 0.00159182 -0.00321943 -0.0249767 -0.0049165 -0.0221826 0.00691083 -0.000774504 -0.025762
internal_weight=64.6634 15.6543 13.8589 13.2017 1.70442 11.4973 1.3238 1.15165 0.670735 0.480919 0.31499 10.1735 2.60394 1.17268 7.56958 0.155565 0.0439899 49.0092 14.4443 11.6513 2.93664 8.71469 7.64919 2.56299 0.814228 0.651523 0.513129 1.74876 34.5648 0.711407
internal_count=4034 505 478 451 67 384 184 171 100 71 50 200 75 43 125 76 42 3529 606 545 223 322 287 178 101 87 78 77 2923 339
is_linear=0
shrinkage=0.1


Tree=342
num_leaves=31
num_cat=0
split_feature=1 0 3 1 1 2 2 0 4 4 0 0 1 0 2 1 3 4 2 2 0 4 0 3 4 1 0 4 1 0
split_gain=0.00908744 0.130916 0.0815295 0.0460312 0.0575813 0.113187 0.132826 0.080705 0.0718849 0.0414049 0.035737 0.127557 0.0626413 0.128198 0.209427 0.0936921 0.0934545 0.0874311 0.109993 0.0726874 0.035683 0.0952192 0.0476281 0.188543 0.0993286 0.0783941 0.0574637 0.119895 0.0560527 0.034617
threshold=71.096275259700022 96.039789794050009 0.076615000000000016 70.776348742200014 70.171445662850019 -0.059424999999999999 -0.044409999999999998 94.773526014550015 41.741384785950011 41.289992964000007 93.399723909900004 94.047642319350018 67.074341896550024 90.407470010750018 -0.053159999999999992 65.611820673600008 0.10249000000000003 40.720231579350006 -0.011675 -0.13509999999999997 87.170566421650008 42.779078631750004 88.17067284620002 0.087555000000000022 41.481306584950012 63.530954080650012 87.818484831100008 40.467253020850002 64.407391431150018 93.805681087600007
decision_type=2 2 2 2 2 2 2 2 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 10 7 -7 -6 -9 -8 12 29 13 15 -15 20 -17 18 -14 -19 -1 22 24 28 26 -25 27 -22 -24 -12
right_child=1 -3 -4 -5 5 6 9 8 -10 -11 11 -13 17 14 -16 16 -18 19 -20 -21 21 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00094797329472866504 -0.0069787401936802929 -0.00066764388360413343 -0.10063861021738095 0.022344795470339622 -0.10453007511096664 0.09026933043879537 -0.10604186467015131 0.053769565068127911 -0.072909724594374239 0.006039756872756822 0.024085769911302284 -0.0070263709320111077 0.021917487324352967 0.088448057360849319 -0.0046387747164249697 -0.05872464121603841 0.0041418353415230702 -0.01011859930671047 -0.051293518459719981 -0.10370005802922276 0.0073467723704660655 -0.012168033720078894 0.020043421154197587 0.093070783782788713 -0.0051292195383945138 0.030980606912893918 0.0097054294566508645 0.10139862488192258 -0.019875072006975719 0.062439522874908338
leaf_weight=30.657693241240935 0.16393173345102496 18.336655614681291 0.21461978148329308 0.96591631494720687 0.21433454506802718 0.13648839807137847 0.06646856147562985 0.084107568138279021 0.095835633834212786 0.065379047176975291 0.54223654376983121 1.3437094368955511 0.54728105795948068 0.43264874920714647 0.54758153260354347 0.5367709121601355 0.42265226785093546 0.14121088649534386 0.32833334505266865 0.20134716501888761 0.27394977537914955 2.0296221741009504 0.80195166205521695 0.41758026462048281 2.5515726068988442 0.39636017265729606 0.64449312910437584 0.26826954202260822 0.62661448784638196 0.41577142840833403
leaf_count=1360 77 1600 266 38 49 6 8 8 33 33 42 41 32 35 41 34 13 26 26 28 11 27 29 14 35 36 12 30 19 25
internal_value=-1.2987e-05 -0.00186936 -0.0600792 0.000746307 0.000280528 -0.0289795 0.0211196 -0.0630757 -0.0136983 -0.0504641 0.000719892 0.012851 5.23066e-05 0.000722588 0.0364474 -0.000161104 -0.0310302 -0.0222915 -0.0055348 -0.0651235 0.000604813 0.00654768 0.012899 0.0244208 0.00598732 0.0628351 0.0298892 0.0538801 0.0025339 0.0407311
internal_weight=64.4714 18.7152 0.378552 45.7562 44.7903 0.662614 0.268336 0.394278 0.179943 0.131848 44.1277 2.30172 41.8259 40.6078 0.98023 39.6275 0.959423 1.21817 0.875614 0.342558 38.6681 8.01041 5.98079 2.24251 3.73829 0.81394 1.18671 0.542219 1.42857 0.958008
internal_count=4034 1943 343 2091 2053 137 47 90 41 41 1916 108 1808 1696 76 1620 47 112 58 54 1573 213 186 98 88 50 53 41 48 67
is_linear=0
shrinkage=0.1


Tree=343
num_leaves=31
num_cat=0
split_feature=0 0 3 0 1 3 4 0 3 4 4 1 3 3 1 1 3 0 3 0 4 0 2 2 2 4 1 2 2 4
split_gain=0.00860715 0.0433923 0.0344757 0.0338136 0.0377833 0.0961542 0.0362113 0.0322186 0.0440753 0.0378583 0.0503307 0.0136424 0.0145969 0.0958067 0.0363692 0.0916492 0.0994743 0.178229 0.0945589 0.0690554 0.0532052 0.128759 0.109681 0.128575 0.0559916 0.0486625 0.0495227 0.0995267 0.126485 0.0734431
threshold=76.451683855550016 71.332859575200004 0.10507500000000002 79.532656873050016 61.622148808000013 0.093325000000000033 41.872294782850005 71.249517373150013 -0.23921499999999998 48.86568841230001 44.952171034750002 61.778079379550007 0.10040500000000002 0.09914000000000002 63.705703859100005 65.536543845950021 0.10335500000000002 101.18549865570002 0.10433500000000002 89.953120586650016 41.092444989200011 93.692765846100016 -0.031449999999999999 -0.11963999999999998 0.24901000000000004 40.583589072600013 62.068432857650002 -0.086139999999999994 -0.037054999999999998 42.094663496250007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 6 5 -5 -2 8 -1 10 -10 -6 13 -13 25 -16 17 -17 -18 -20 21 -21 23 -23 -24 -14 27 -27 -29 -28
right_child=3 2 -4 4 11 -7 -8 -9 9 -11 -12 12 14 -15 15 16 18 -19 19 20 -22 22 24 -25 -26 26 29 28 -30 -31
leaf_value=-0.10192771699472347 0.065019333681787236 -0.10070140286872603 0.10020386939177728 -0.093831598393429444 0.0110568692479589 0.0059243133975396545 -0.0015133232635636217 0.041811922414473186 -0.10025787371102031 -0.054851566746970795 0.094644080925370883 0.00039020824193998374 0.010337399644315345 0.048853634748641697 -0.066503944230684175 -0.08866580369764758 0.059304523187829444 0.0018812296852364246 0.037923631274395103 -0.075254918538817966 0.012436854287624081 -0.010413010183029795 0.05008666917534791 -0.10613827316531164 -0.0022323938841127627 0.0023796009579583931 0.02368483731468642 -0.063778353259625081 -0.010059621467862677 -0.0060100096208787123
leaf_weight=0.052016987432864426 0.16555224981988104 0.075494718472775446 0.0096310882363468409 0.15100990841619122 1.1194586642668571 0.26830021076693811 0.16170876715501947 0.12531184188878797 0.016956600022011936 0.057856010200339369 0.060604887032241095 45.577843763233673 3.4053682775702354 0.4115967197660656 0.27240617724601079 0.37649516969395325 0.25851651920675101 0.51439124318895324 0.3541319931719048 0.32667708523695216 0.81543002675149967 0.55641195468010229 0.33150124560083172 0.18763111340855687 0.53414092409752811 2.5022702710557487 1.3126947926357391 0.65014913748018344 1.3452552064845802 2.2787184673979937
leaf_count=97 40 212 2 54 15 42 39 15 79 17 13 2829 44 46 26 33 16 24 16 16 54 38 34 71 18 26 14 31 32 41
internal_value=-9.05993e-06 -0.0146716 -0.0779711 8.22681e-05 -8.28364e-05 -0.0300017 0.0321437 0.00255774 -0.0236862 0.00636822 0.0520343 0.000115881 -8.16296e-05 0.000823947 -0.00268096 -0.0102721 -0.00667245 -0.0363846 0.00119518 -0.00364146 -0.00899053 -0.0180139 -0.00639714 -0.0345528 0.0178034 0.000309253 -0.00391243 -0.0109043 -0.0275624 0.00484373
internal_weight=64.2755 0.397872 0.0851258 63.8777 63.5504 0.41931 0.327261 0.312746 0.187434 0.135417 0.0775615 63.1311 62.0116 45.9894 16.0222 4.52773 4.25533 0.890886 3.36444 3.10592 2.75179 1.93636 1.60969 0.744043 0.865642 11.4945 8.08909 4.49767 1.9954 3.59141
internal_count=4034 435 214 3599 3520 96 79 221 206 109 92 3424 3409 2875 534 346 320 57 263 247 231 177 161 109 52 188 144 89 63 55
is_linear=0
shrinkage=0.1


Tree=344
num_leaves=31
num_cat=0
split_feature=0 0 1 4 4 4 4 0 1 1 4 2 3 1 2 4 4 2 2 1 4 0 2 1 3 0 1 0 1 3
split_gain=0.00852023 0.0639846 0.0353094 0.0475516 0.0256583 0.113477 0.103089 0.0535026 0.0601402 0.0522737 0.0917081 0.0550788 0.108571 0.042599 0.0445216 0.0301676 0.0441777 0.0317674 0.0804436 0.0279853 0.0276811 0.0237451 0.0202451 0.0376613 0.0528951 0.0344099 0.0195287 0.0194632 0.0668372 0.119584
threshold=98.142164052000012 99.239054969250006 76.279622535200005 39.525197829750006 40.206947806850003 40.316494640950005 39.458743938000005 102.31465107045001 78.728807892050014 80.468240302450013 35.879804895950009 0.061925000000000015 0.096315000000000026 81.320481529800006 -0.084275000000000003 40.80591513400001 42.558389508100007 0.23835000000000003 -0.092710000000000001 83.740093847200015 38.625745710700009 101.18549865570002 0.20949500000000004 67.300172379550006 0.11278000000000003 88.17067284620002 87.030766598900016 97.521130223850008 75.271450736300025 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=22 2 3 -2 6 -6 9 -8 -9 10 -3 12 20 15 19 -7 17 18 -17 -15 21 -11 27 24 25 -24 -16 -1 -29 -30
right_child=1 4 -4 -5 5 13 7 8 -10 11 -12 -13 -14 14 26 16 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00020020505259999563 -0.0042290961597814597 -0.0074382132563076677 0.0024846534179362775 -0.10338903824412325 0.10046881604559317 -0.019417080003581208 -0.10390153276234713 0.10106985907454372 -0.10044131583903809 0.099338061908888414 -0.10195202595019533 -0.0011910743334628828 -0.10279819313059942 0.042386901926503878 -0.10220897127530822 0.0022058219900030962 -0.0052259138934388476 -0.0019524701776355597 0.055863947317508517 -0.10169509886713834 0.091023866181831448 -0.10038106771155973 0.067253849727566747 0.0028036434337365954 0.10084956433576525 -0.031329246962555173 0.018181632805486011 -0.0035067272163622171 0.082420588351760513 -0.0059000031986439216
leaf_weight=54.691690100849399 0.072938218177117764 0.53653761340348172 0.097559663161518984 0.14351903333226801 0.11708278438260311 0.5222008464043032 0.16364507763501013 0.031670879572629929 0.027820006776209993 0.0098715587082552902 0.12695621267312163 1.051248373241833 0.039128703991103464 0.063325309616459102 0.097567409045041353 0.59187415672931809 1.6340314594152543 0.54195011884439726 0.5292133695475062 0.017126525115132907 0.19211510876652937 0.014996536133005778 0.059574291548641578 0.69560422720627457 0.10803277332206562 0.087276029339591332 0.01563253739730186 1.1839434116209293 0.2991536849467592 0.31443699606825248
leaf_count=2431 16 46 16 40 15 10 36 1 51 2 76 99 60 83 56 27 127 5 37 250 36 161 23 36 10 33 182 29 18 22
internal_value=-1.21656e-05 -0.00340419 -0.0474635 -0.0699757 -0.00121643 0.00342616 -0.00995573 -0.0743774 0.00683623 -0.00266204 -0.025523 0.00894003 0.0505246 0.000594802 -0.0451613 0.00291481 0.00645181 0.0179259 0.0275353 0.0117148 0.0781734 -0.0211012 0.000379833 0.014853 0.047737 0.00866398 -0.0855834 0.000136308 0.010375 0.0371603
internal_weight=64.0777 6.63801 0.314017 0.216457 6.32399 4.13 2.19399 0.223136 0.0594909 1.97085 0.663494 1.30736 0.256112 4.01292 0.193652 3.81927 3.29707 1.66304 1.12109 0.0804518 0.216983 0.0248681 57.4397 0.950487 0.254883 0.14685 0.1132 56.4892 1.79753 0.613591
internal_count=4034 1432 72 56 1360 792 568 88 52 480 122 358 259 777 571 206 196 69 64 333 199 163 2602 102 66 56 238 2500 69 40
is_linear=0
shrinkage=0.1


Tree=345
num_leaves=31
num_cat=0
split_feature=1 0 3 1 1 2 2 0 1 4 1 4 0 0 1 0 2 2 1 4 4 2 3 2 4 4 3 1 2 0
split_gain=0.00783009 0.113225 0.0789823 0.0404053 0.0501373 0.0990263 0.116534 0.076609 0.050578 0.0386687 0.0345214 0.0733315 0.0300458 0.108913 0.0497925 0.116036 0.181456 0.234824 0.0829274 0.0797366 0.0996318 0.0881052 0.0707368 0.0345976 0.0372441 0.0314339 0.0653642 0.0552512 0.108895 0.123855
threshold=71.096275259700022 96.039789794050009 0.076615000000000016 70.776348742200014 70.171445662850019 -0.059424999999999999 -0.044409999999999998 94.773526014550015 70.332753150650021 41.289992964000007 71.397382570300024 48.96897326980001 93.399723909900004 94.047642319350018 67.074341896550024 90.407470010750018 -0.053159999999999992 0.010890000000000002 65.611820673600008 40.720231579350006 42.940640897800002 -0.011675 0.10249000000000003 -0.10623499999999998 39.051326806600009 37.52517992975001 0.085820000000000021 63.353515844050008 -0.08786999999999999 88.872360418250011
decision_type=2 2 2 2 2 2 2 2 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 10 4 12 7 -7 -6 -9 -8 -2 -12 14 23 15 18 -17 -18 25 21 -21 -16 -20 -14 -25 26 -1 -27 29 -29
right_child=1 -3 -4 -5 5 6 9 8 -10 -11 11 -13 13 -15 19 16 17 -19 22 20 -22 -23 -24 24 -26 27 -28 28 -30 -31
leaf_value=-0.0049598296027089945 0.048194148747285011 -0.00064556159369148032 -0.10057756965148515 0.021085587394627098 -0.10409925774172722 0.088152756194332244 -0.10545599096004332 0.041664401778759144 -0.066462105111432343 0.0055244479704665873 -0.10129880589441574 0.090825681646797884 0.065420748263354492 -0.0063110274056354491 0.020004984485421942 0.086343947600691917 -0.070042592490022093 0.062370022706497608 -0.054020262470252184 -0.10443398947085369 0.010613404825205352 -0.046217716065422784 0.0018284628576182918 0.045837369043979476 -0.0037719389323636744 0.0005358997409367854 0.044773733242686527 0.046861817131581024 -0.077550666560824488 -0.085770465503942517
leaf_weight=0.58659449535107089 0.067999881430298781 18.202369911849125 0.1941741887387991 0.95161503165809236 0.19471575879686043 0.12629124335944653 0.060471198434241979 0.086108768358826637 0.086939476056613785 0.065295729611534625 0.06775020358284678 0.028109281877732428 0.3107459657767323 1.3472385453214881 0.54828536364948377 0.40058774757198989 0.26305651513393868 0.2728498949245477 0.52293490415104216 0.20593475818168372 0.1186392933881848 0.31709358928492182 0.40045967698097229 0.3520121255423867 0.26545160403475165 36.829072650405635 0.48092764813964095 0.23893481119102944 0.26778039203395465 0.099821168929338455
leaf_count=150 8 1600 266 38 49 6 8 5 36 33 53 16 15 41 32 35 12 29 34 18 36 26 13 25 27 1188 81 85 62 7
internal_value=-1.05078e-05 -0.00174097 -0.0574313 0.000696941 0.00026043 -0.0279817 0.0202993 -0.0610725 -0.0126584 -0.0478371 -0.0063028 -0.0449613 0.000659831 0.0118486 4.7133e-05 0.000641499 0.0354309 -0.0026264 -0.00018485 -0.0201137 -0.0623815 -0.00426045 -0.0297997 0.0382061 0.02451 0.000525383 0.0174456 4.28831e-05 -0.0298932 0.00777908
internal_weight=63.9603 18.5604 0.358034 45.3999 44.4482 0.619822 0.252058 0.367764 0.173048 0.125767 0.163859 0.0958595 43.8284 2.27545 41.553 40.363 0.936494 0.535906 39.4265 1.18995 0.324574 0.865379 0.923395 0.92821 0.617464 38.5031 1.06752 37.4356 0.606536 0.338756
internal_count=4034 1943 343 2091 2053 137 47 90 41 41 77 69 1916 108 1808 1696 76 41 1620 112 54 58 47 67 52 1573 231 1342 154 92
is_linear=0
shrinkage=0.1


Tree=346
num_leaves=31
num_cat=0
split_feature=3 3 3 3 1 1 1 2 2 2 4 4 3 2 1 3 2 1 1 0 4 3 2 4 3 1 0 4 0 1
split_gain=0.00898546 0.09596 0.0681149 0.0604504 0.0412154 0.0621193 0.0558641 0.05988 0.5237 0.18583 0.120447 0.318762 0.0597593 0.123792 0.0740711 0.0590821 0.145227 0.125274 0.0680631 0.0470766 0.0486903 0.103909 0.228541 0.0456239 0.11728 0.0360582 0.100093 0.0743816 0.145194 0.0478767
threshold=0.094725000000000018 0.096515000000000031 0.094175000000000023 0.095750000000000016 61.923256118600001 61.87486387225001 61.93400995115001 -0.037054999999999998 -0.053159999999999992 -0.06483499999999999 39.952536079750011 37.52517992975001 0.11002000000000002 -0.10290999999999999 67.940025414550021 0.10791500000000002 0.17076500000000003 62.020040611300011 67.192634054300015 85.812895065800021 40.137820134150012 0.10157500000000001 -0.14910499999999999 38.179089776100007 0.12201500000000003 61.93400995115001 87.170566421650008 39.952536079750011 85.877418060900013 61.907125369850007
decision_type=2 2 2 2 2 2 2 2 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 25 -2 5 -3 -6 8 9 10 11 12 14 -14 -8 16 17 -9 -19 -12 -21 22 -22 -17 -25 26 27 28 -1 -29
right_child=1 4 -4 -5 6 -7 7 15 -10 -11 19 -13 13 -15 -16 23 -18 18 -20 20 21 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=0.0093281626778317916 -0.014404191997473665 0.0013264147411482705 0.01899374814726492 -0.065662844066833453 -0.031473722206436967 0.029367903711327831 0.052046133093904212 0.010366128841569289 -0.11520454735814874 0.048841234393964504 0.023764873014578851 -0.11197650508610453 0.015499121124211729 -0.11242294928570917 -0.011316859097819735 0.021480783691742764 -0.0063672223961280285 0.10251960281928903 0.037055939761074651 0.023977433250173829 0.041321076318917238 -0.0004529030416072554 -0.089097258239302382 -0.038899623769036988 0.0039808031868901628 0.0007130031729561335 -0.084894978645430039 -0.0020126142368976276 -0.10716369126596655 0.061145338660578065
leaf_weight=0.2348976270329074 0.69824542915553667 2.9144859529233176 1.9683186486754483 0.34313659208919489 0.63538483751472341 1.0837566368281839 0.2672100402414832 0.64428491238503871 0.42333034276327985 0.6817042065958957 0.76995436801871608 0.36705323320268224 0.16480895745496582 0.13983416278813365 0.59597661374436228 0.72707722046288825 1.2503845879139133 0.34997988305985928 0.2907787947997349 0.60673430934548367 0.20303967040240423 4.1197117721012546 0.39725887882318023 0.83135393591275919 2.740041751998433 38.016872169007861 0.17365525616332878 1.7878954795748994 0.19649501517415047 0.12866114549615293
leaf_count=147 42 75 42 41 8 18 15 6 23 40 30 77 22 24 49 30 45 11 33 3 32 94 43 57 39 2643 14 305 8 18
internal_value=-1.23411e-05 -0.0016916 0.000826977 -0.031294 -0.000165805 0.00892729 -0.00240921 -0.00122318 -0.00670786 -0.00118298 -0.00565148 -0.0306895 -0.00514074 -0.0432184 0.00829793 0.00578857 0.0178953 0.0415034 0.0728119 0.00065201 -0.00268884 -0.00611666 -0.0449857 -0.00135248 -0.00600096 -5.50981e-05 -0.0116353 -0.00621703 -0.0437327 0.00222727
internal_weight=63.7523 21.2455 42.5068 1.04138 20.2041 3.99824 16.2059 15.5705 8.73662 8.31329 7.63158 1.53488 1.16783 0.304643 0.863187 6.8339 2.53543 1.28504 0.640759 6.0967 5.32674 4.72001 0.600299 4.29847 3.5714 40.5385 2.5216 2.34795 0.431393 1.91656
internal_count=4034 857 3177 83 774 93 681 673 452 429 389 187 110 46 64 221 95 50 44 202 172 169 75 126 96 3135 492 478 155 323
is_linear=0
shrinkage=0.1


Tree=347
num_leaves=31
num_cat=0
split_feature=3 2 2 0 0 0 2 0 3 2 1 2 4 2 2 1 2 3 0 0 3 1 3 0 4 3 3 2 3 0
split_gain=0.0080336 0.0317544 0.143558 0.0713422 0.114734 0.0289951 0.0803557 0.152845 0.077453 0.0588265 0.103108 0.130566 0.0355236 0.0281452 0.0585515 0.0423172 0.0271388 0.0202412 0.0286273 0.141522 0.112882 0.0647951 0.0464222 0.0328059 0.0276914 0.0276383 0.0467558 0.0451178 0.0869049 0.0358093
threshold=0.10249000000000003 -0.093879999999999991 -0.117885 87.170566421650008 97.991610396700011 89.493394246350007 -0.031449999999999999 99.239054969250006 0.10608500000000003 -0.020814999999999997 66.590419433100024 0.15844000000000005 39.577821550850011 -0.059424999999999999 -0.032369999999999996 61.987779113750001 -0.098419999999999994 0.10184000000000003 85.705356740550016 85.791387400750025 0.094175000000000023 62.052302108850007 0.092075000000000032 85.624702996650015 44.756878345700009 0.07772500000000003 -0.15572 -0.116995 0.087795000000000026 85.425757095000009
decision_type=2 2 2 2 2 2 2 2 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 12 7 8 -7 -8 -11 -12 -3 -14 -15 -16 -4 18 20 -20 21 22 23 25 -23 26 -1 -27 29 -29
right_child=1 5 16 4 -6 6 9 -9 -10 10 11 -13 13 14 15 -17 -18 -19 19 -21 -22 24 -24 -25 -26 27 -28 28 -30 -31
leaf_value=0.0075443493110007812 -0.047010596694508563 0.014515528763744942 -0.087030107544264088 0.055690840408496471 -0.014442597194710827 -0.029162366377559951 0.05294830203194844 0.0027578465258396509 -0.10840464968475297 0.060745487028013218 -0.08409739990719052 0.0046854643889163369 0.0051312345231771285 -0.022471878545216716 -0.013646975067301684 0.0091345999378006498 -0.034115832660514649 0.016816650028412639 0.058187633626962089 0.00039452698821894133 -0.077209913023484844 -0.10388822532475989 0.053587741505223357 -0.021239120430792097 0.020250128084185116 0.086597678031853031 -0.04686767478291879 -0.01088282517126158 -0.1010628614418304 0.096371299057892781
leaf_weight=0.9161292987908648 0.23746606262830006 1.8114817154128093 0.25010648011392078 0.39400114346426562 0.57176160184198466 0.23108309064991572 0.22620780763099713 0.63042502329739136 0.26456126194489116 0.2040089415386348 0.2235136643541793 0.63975875482356059 4.341848349902647 1.4929881639809526 1.2588599881419216 2.3143729619091573 0.15825948437905779 0.75903412401612413 0.42778999166694021 44.449312523460314 0.22712902162857052 0.087319247490370233 0.1523007379091722 0.70076120326848457 0.022625451443673228 0.10144987126500382 0.19081623408995052 0.05561432250033238 0.055408492753485916 0.070705301925045205
leaf_count=199 31 35 31 30 50 12 8 33 30 12 48 30 45 33 20 36 21 27 29 2675 47 93 16 28 57 37 231 48 33 9
internal_value=-1.71085e-05 -0.00201758 -0.0152922 0.00209529 0.0141697 -0.000449058 -0.0103777 -0.0299093 -0.0714597 0.00662595 -0.00319197 -0.0183017 0.0016921 -0.000776989 -0.00584045 0.00110859 -0.0665235 0.000615636 0.000356517 0.000945439 -0.00988629 -0.00338808 0.000285616 -0.00359693 -0.0783419 0.0052965 -0.00183524 0.0331746 0.00335105 0.0491509
internal_weight=63.4671 15.2507 1.61159 1.20323 0.965763 13.6391 2.41956 1.12607 0.495644 1.29349 1.06728 0.863272 11.2196 9.40807 5.06622 3.57323 0.408366 48.2164 47.4574 44.8771 2.58026 2.35313 2.24319 2.09088 0.109945 1.39012 1.10695 0.283178 0.181728 0.12632
internal_count=4034 505 163 111 80 342 173 75 42 98 90 78 169 134 89 56 52 3529 3502 2704 798 751 601 585 150 557 430 127 90 57
is_linear=0
shrinkage=0.1


Tree=348
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 3 1 0 2 0 3 0 3 4 4 1 4 1 4 3 2 1 3 4 4 2 4 0 0 1
split_gain=0.00813161 0.094247 0.05484 0.0683978 0.046671 0.180024 0.0988545 0.348865 0.0689288 0.0364307 0.0522914 0.0465704 0.151521 0.0689465 0.153339 0.142718 0.0659901 0.102405 0.12274 0.0981616 0.044865 0.11798 0.278414 0.267528 0.270659 0.0868068 0.0757896 0.105882 0.112714 0.0498348
threshold=-0.06483499999999999 -0.059754999999999996 -0.068964999999999985 62.079186690200011 85.963448721100022 0.10371000000000001 62.025417527550012 86.382848189450016 -0.0034049999999999996 86.256490657300006 0.12535000000000004 86.692020874450009 0.088350000000000026 41.898943182100005 43.218894539100006 62.036171360100006 43.631818398850008 66.590419433100024 43.680097826700013 0.089505000000000015 -0.084794999999999995 70.776348742200014 0.076130000000000017 43.047778594550003 37.52517992975001 -0.088224999999999984 42.599563320500003 90.407470010750018 94.300357383600002 78.962703749400006
decision_type=2 2 2 2 2 2 2 2 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 -3 8 -8 -6 -1 11 12 13 -11 15 -15 20 -18 -19 -20 25 22 -22 24 -24 26 -13 -28 -29 -23
right_child=1 4 3 -5 6 -7 7 -9 -10 10 -12 16 -14 14 -16 -17 17 18 19 -21 21 29 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.0039477016067747559 0.042913633111839017 -0.0019341754692519956 0.0031613388909405671 -0.070595913040286215 0.029173253426269918 -0.078867685872472323 -0.091918048847827616 0.0011056534132945798 0.00022743496035480443 -0.01335202374318176 -0.042364076740208562 0.0011188321136500127 -0.041884546182655927 0.014312793316125555 -0.021605332763995701 0.10169953806477879 0.09593989408433623 0.097486086744578468 -0.069280695824983668 0.048104501862780945 0.015784632503033347 0.01748224250460825 0.0063089438019512546 0.0034210694892351035 -0.10487434441004917 0.028270882976471207 -0.098783935142225082 0.058639183651390453 -0.058086517911201722 -0.01590391445975179
leaf_weight=12.09003755295476 0.53361001659732465 2.2943051884923551 0.25102956034243007 0.25188474980359388 2.0536054210970183 0.35064421750257668 0.4115850825910482 19.677943387682198 1.3725013987568697 1.8023435575887625 0.32920734972418486 11.719881495698177 1.1962231104262171 0.55107419937849023 0.62370881554670632 0.28279893787112087 0.17897416790947396 0.10744736044625824 0.19613048764724361 0.11187302003827426 1.1820921637117803 1.6316094220965172 0.29546695372846421 0.67289953306317318 0.84545661480660783 1.1439673896182814 0.18438772216904986 0.15335822396446019 0.17962028242959605 0.61585119618967343
leaf_count=765 38 262 5 36 39 44 24 987 27 16 54 719 18 2 9 62 13 6 472 29 10 61 15 7 86 64 13 16 69 66
internal_value=-1.77454e-05 0.00130944 -0.000985799 -0.03378 0.000460819 -0.0121333 0.00187736 -0.000800174 0.0175775 -0.000528867 -0.00278353 -0.00223316 -0.0114439 -0.00027376 0.0158979 0.0439491 -9.7546e-05 0.0327021 0.00545952 -0.026644 -0.00114438 -0.00898504 -0.0219772 -0.046587 -0.076081 0.00192795 -0.000534653 -0.037991 -0.00432675 0.00833374
internal_weight=63.2915 26.6942 36.5973 0.502914 26.1606 2.64495 23.5156 20.0895 3.42611 36.0944 24.0044 23.6752 4.45615 3.25993 1.45758 0.833873 19.219 0.594425 0.415451 0.308004 18.6246 5.24338 2.99592 1.81382 1.14092 13.3812 12.2372 0.517366 0.332979 2.24746
internal_count=4034 1421 2613 41 1383 306 1077 1011 66 2572 1807 1753 107 89 73 64 1646 520 507 501 1126 245 118 108 101 881 817 98 85 127
is_linear=0
shrinkage=0.1


Tree=349
num_leaves=31
num_cat=0
split_feature=1 0 3 1 1 2 2 0 4 4 2 2 0 2 2 2 2 2 4 4 3 3 2 4 1 4 4 4 4 3
split_gain=0.00879255 0.0957837 0.0746504 0.0338548 0.0384969 0.0809504 0.10123 0.0728524 0.0557483 0.0403119 0.0296703 0.0623801 0.0294996 0.0668697 0.0924669 0.0786401 0.0824484 0.173972 0.164276 0.158464 0.0624573 0.130202 0.0969892 0.0643413 0.125045 0.0462433 0.0373432 0.118786 0.101048 0.0549771
threshold=71.096275259700022 96.039789794050009 0.076615000000000016 70.776348742200014 70.171445662850019 -0.059424999999999999 -0.044409999999999998 94.773526014550015 41.741384785950011 42.360359531950003 0.048475000000000011 -0.167075 87.170566421650008 -0.094519999999999993 -0.08854999999999999 -0.082334999999999992 -0.071864999999999998 -0.055334999999999995 43.047778594550003 37.903039192800001 0.084360000000000018 0.11278000000000003 0.10957500000000002 38.903925214650009 65.687097501250022 40.241071441700008 38.748048509250005 36.620308449100001 40.720231579350006 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=3 2 10 4 12 7 -7 -6 -9 -8 11 -2 -1 26 -15 -16 18 -18 19 -17 23 22 25 -19 -25 -22 27 -14 -28 -30
right_child=1 -3 -4 -5 5 6 9 8 -10 -11 -12 -13 13 14 15 16 17 20 -20 -21 21 -23 -24 24 -26 -27 28 -29 29 -31
leaf_value=-0.0010323388619878631 0.075571917311925307 -0.0008869952807378786 -0.10051526810225984 0.019516166763979451 -0.10362262425855828 0.085032434226813058 -0.10462541628818137 0.051502689430749329 -0.06561820628421712 0.011145238837851259 0.045967787884768657 -0.10134747298025547 0.040066990039154801 -0.030138716644035609 0.043726773129900261 -0.0013449504592992192 0.057381392255888654 0.0054197786560434714 0.01499690818352899 -0.10370924987684221 0.0044686297535228101 0.0051533039341241805 -0.083282259581868759 0.1008380859558502 -0.0041606204046464893 -0.038260784754540728 0.051420695037343561 -0.042626838025359465 0.045638306408535036 0.00093214404518773819
leaf_weight=30.179914699413793 0.029874027675788284 18.098118087801069 0.17318760944664291 0.93990241016899645 0.16825705190910867 0.11748683918267488 0.058845204417592778 0.0776372323743999 0.08528510110318166 0.06152269484300632 0.065755142584407622 0.059869023171361557 0.32788368175533777 0.89740599610377003 0.46202924428507586 0.26853438979014466 0.59133264189585677 1.3141913171857638 0.58626500982791185 0.34618759574368596 0.48922055773437001 3.2691229112679139 0.28942875634947984 0.23015801759902377 0.22362659655482275 0.52515774499624968 0.82056922139599953 0.36942388494207989 0.33731054799591209 1.4908007806807289
leaf_count=1367 29 1600 266 38 49 6 21 8 33 20 20 28 34 28 19 12 29 31 4 31 16 32 63 39 19 25 33 26 59 49
internal_value=-2.15069e-05 -0.00185861 -0.0553578 0.000738742 0.000333834 -0.025506 0.0189997 -0.0574703 -0.00980669 -0.0454525 -0.0050632 -0.0424538 0.000675634 0.00469058 0.000405851 0.00359492 0.00131513 0.00550588 -0.0228744 -0.0589926 0.000668137 -0.00550288 -0.0322219 0.0166297 0.0490944 -0.017653 0.0168465 -0.00374305 0.022267 0.00918102
internal_weight=62.9543 18.4268 0.328686 44.5275 43.5876 0.569034 0.237855 0.331179 0.162922 0.120368 0.155498 0.0897431 43.0186 12.8386 9.49266 8.59525 8.13323 6.93224 1.20099 0.614722 6.34091 4.57293 1.30381 1.76798 0.453785 1.01438 3.34599 0.697308 2.64868 1.82811
internal_count=4034 1943 343 2091 2053 137 47 90 41 41 77 57 1916 549 348 320 301 254 47 43 225 136 104 89 58 41 201 60 141 108
is_linear=0
shrinkage=0.1


Tree=350
num_leaves=31
num_cat=0
split_feature=0 0 0 4 3 1 3 0 3 4 4 4 4 3 2 3 2 0 3 3 4 4 4 4 4 4 0 0 4 0
split_gain=0.00814649 0.0402024 0.0311745 0.0316508 0.0298926 0.0278944 0.0878799 0.0273881 0.0400894 0.0341855 0.0439778 0.0109348 0.0378466 0.0363936 0.0801641 0.0752492 0.0750124 0.115789 0.0558423 0.0367688 0.0319407 0.0233735 0.0204241 0.0573757 0.103094 0.0521963 0.0430196 0.105693 0.0419364 0.0396292
threshold=76.451683855550016 71.332859575200004 79.532656873050016 41.872294782850005 0.10507500000000002 61.622148808000013 0.093325000000000033 71.249517373150013 -0.23921499999999998 48.86568841230001 44.952171034750002 37.038444968100009 36.893814626400008 0.091275000000000023 -0.094519999999999993 0.082935000000000023 -0.093879999999999991 97.991610396700011 0.10433500000000002 0.08729000000000002 35.171584490050009 35.171584490050009 38.400997490450003 38.748048509250005 38.478081868400004 38.969453495950006 91.066142252700018 94.773526014550015 38.244973486750006 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 7 3 -2 -3 6 -4 8 -1 10 -10 12 13 14 -7 -16 18 21 20 -17 -15 -18 26 24 -24 -25 29 -28 -29 -13
right_child=2 4 5 -5 -6 11 -8 -9 9 -11 -12 22 -14 16 15 19 17 -19 -20 -21 -22 -23 23 25 -26 -27 27 28 -30 -31
leaf_value=-0.10175817764773593 0.063307938321825824 -0.1006445488336629 -0.09156143592945315 0.00010392342538799382 0.10017252867637749 -0.068613922005912459 0.0074895768971329144 0.038248918034785515 -0.10022149656444485 -0.053263386104839619 0.093698744017632507 0.0034801840342895528 -0.048069652238638794 0.016095357977303867 0.0037809764279101241 0.019564629537777892 -0.096207405302179611 -0.0018683448365163981 -0.0065955246879842088 0.092686729377362942 0.089306015785184614 -0.048891440687988903 0.0022076039143521927 0.023884617651334761 -0.067386351661484531 -9.9034782276114506e-05 -0.050405450741157036 -0.0031970854275905798 0.027430418930306247 0.033165231232474036
leaf_weight=0.04755401870733067 0.15668546636720648 0.068865702905014814 0.1363734292033304 0.16027960028598898 0.0083065563812851906 0.12738605679766557 0.26100004988893488 0.1222376364748925 0.014851350730110791 0.05435728988959454 0.055019602456013672 0.87120555184446746 0.19468500386710719 0.12966152249423146 1.3109832583407364 0.12164035970896936 0.19880440997985693 0.56116691936676943 0.65951442936427895 0.15820722159423894 0.1102771570201071 0.21986274018490803 0.53909403883426321 0.92356381938407039 0.35174379298268832 51.916215383417487 0.375018715609713 1.2766141762545542 0.68799297502255274 0.92955293133854866
leaf_count=97 40 212 54 39 2 130 42 15 79 17 13 7 23 16 80 21 22 74 34 24 26 28 14 38 45 2617 39 131 17 38
internal_value=-2.18446e-05 -0.0147924 6.60513e-05 0.0313476 -0.0790293 -9.37145e-05 -0.0265034 0.00206801 -0.0236778 0.00621107 0.0524802 7.64766e-05 -0.00512563 -0.00280164 0.00771724 0.0138295 -0.012419 -0.0315608 0.00843348 0.060903 0.0497434 -0.0713595 0.000417362 -0.000104134 -0.0252713 0.000320165 0.00718491 -0.00175776 0.00752847 0.0188036
internal_weight=62.7487 0.371192 62.3775 0.316965 0.0771723 62.0606 0.397373 0.29402 0.171782 0.124228 0.069871 61.6632 3.79219 3.5975 1.71822 1.59083 1.87929 0.979834 0.899453 0.279848 0.239939 0.418667 57.871 53.7306 0.890838 52.8398 4.14038 2.33963 1.96461 1.80076
internal_count=4034 435 3599 79 214 3520 96 221 206 109 92 3424 478 455 255 125 200 124 76 45 42 50 2946 2714 59 2655 232 187 148 45
is_linear=0
shrinkage=0.1


Tree=351
num_leaves=31
num_cat=0
split_feature=1 0 3 1 1 2 2 2 4 4 3 0 2 2 2 2 1 4 4 4 3 1 4 3 0 1 0 0 2 2
split_gain=0.00795012 0.0839483 0.069547 0.0294217 0.0316586 0.0707131 0.0885359 0.0702312 0.0371219 0.028013 0.0699877 0.0271893 0.0559064 0.0758018 0.0642858 0.0696128 0.161532 0.144259 0.148337 0.0527437 0.0706313 0.202877 0.072742 0.0337089 0.10998 0.0620306 0.14374 0.0543084 0.148628 0.0865803
threshold=71.096275259700022 96.039789794050009 0.076615000000000016 70.776348742200014 70.171445662850019 -0.059424999999999999 -0.044409999999999998 -0.10051499999999999 42.360359531950003 36.893814626400008 0.076130000000000017 87.170566421650008 -0.094519999999999993 -0.08854999999999999 -0.082334999999999992 -0.071864999999999998 62.116825104000007 43.047778594550003 37.903039192800001 40.241071441700008 0.12535000000000004 64.94239459915002 42.310579034350006 0.091645000000000018 86.83719761350001 62.079186690200011 86.054856297550018 85.995710218650018 -0.089795 0.0023400000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 4 11 7 -7 -6 -8 -2 -11 23 -13 -14 -15 17 -17 18 -16 -18 21 22 -21 24 -1 27 -27 -25 -29 -30
right_child=1 -3 -4 -5 5 6 8 -9 -10 10 -12 12 13 14 15 16 19 -19 -20 20 -22 -23 -24 25 -26 26 -28 28 29 -31
leaf_value=-0.003046065197041503 0.046198388054290239 -0.00089511712626587066 -0.10046240996806477 0.01831218013709654 -0.0058721260527658525 0.083103321737092339 -0.1042322147424169 -0.10196591883280395 0.010051638520266384 -0.10102858823953316 0.10065634730518723 0.015746218669715675 -0.027108305397565004 0.040151460729912318 -0.00037606854949529 0.055221469278313229 0.010530920306985891 0.013652890362270626 -0.10336180356531469 0.064724820906715996 0.00045791914055878471 -0.077434152236786249 -0.021814202504368146 -0.0017783458752366954 -0.054418459570470125 0.011032338994865401 -0.049168142447507855 -0.011194703236385705 0.029421029230745955 0.0013708383393414524
leaf_weight=13.328158056772828 0.062490267446267178 18.079208062705412 0.1560632522421912 0.92920968560474548 0.14767933852692749 0.10919415857642889 0.052875204492010108 0.15682353456190867 0.061458831703930628 0.059141517931664112 0.024265180139991571 3.2846417402815851 0.89420545124448736 0.45312129799276402 0.25299211451783576 0.59104551898781377 2.8598488599818666 0.58032960118725896 0.31276743393391371 0.1900352981174368 2.5387489795684814 0.46419496415546746 0.19868399854749441 7.6373476998117003 0.430178018286825 0.86211989903404063 0.73455829545855522 2.2110460149124265 3.2779875597334467 1.656446920474991
leaf_count=980 4 1600 266 38 35 6 21 55 20 68 5 201 28 19 12 29 127 4 31 31 15 41 11 174 36 65 37 13 41 21
internal_value=-2.06177e-05 -0.0017685 -0.0540604 0.000706005 0.000328062 -0.024008 0.0187039 -0.0553619 -0.0428004 -0.00442497 -0.0423532 0.000628592 0.00452535 0.000577553 0.00351021 0.0014319 0.00525229 -0.0213772 -0.0573094 0.000527985 -0.00790648 -0.0328036 0.0204926 -0.00100323 -0.00465231 0.0020619 -0.0166631 0.00408438 0.0103507 0.0200048
internal_weight=62.5969 18.3812 0.30196 44.2157 43.2865 0.528031 0.223528 0.304503 0.114334 0.145897 0.0834067 42.7585 12.6206 9.33597 8.44177 7.98865 6.84256 1.14609 0.56576 6.25151 3.39166 0.852914 0.388719 30.1378 13.7583 16.3795 1.59668 14.7828 7.14548 4.93443
internal_count=4034 1943 343 2091 2053 137 47 90 41 77 73 1916 549 348 320 301 254 47 43 225 98 83 42 1367 1016 351 102 249 75 62
is_linear=0
shrinkage=0.1


Tree=352
num_leaves=31
num_cat=0
split_feature=4 4 1 0 0 1 2 2 3 3 3 2 1 4 4 0 2 3 0 0 0 4 4 1 4 4 0 3 3 4
split_gain=0.00793359 0.0332265 0.0286419 0.0526761 0.0340062 0.0301149 0.0482335 0.0925423 0.0320314 0.0297289 0.0276912 0.0876711 0.0269325 0.0260678 0.0192553 0.0404272 0.0103715 0.0326992 0.0359589 0.0112759 0.0833749 0.0507078 0.101665 0.181981 0.0520546 0.107336 0.0927889 0.0508254 0.0862272 0.0936143
threshold=37.038444968100009 36.893814626400008 70.171445662850019 96.531777631850005 97.39208423365001 68.34060567600001 -0.10946499999999999 -0.50001499999999999 0.085820000000000021 0.10828500000000003 0.11922500000000003 -0.053159999999999992 61.049507226200006 36.728658719300007 37.52517992975001 93.953546284800012 0.26941000000000009 0.10220000000000003 92.805574663100018 85.995710218650018 85.925810307250018 40.206947806850003 38.804080188450008 61.93400995115001 41.942745071500006 42.434124620650003 85.812895065800021 0.10828500000000003 0.087555000000000022 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 5 -4 -5 6 7 -1 12 13 11 -8 -9 -6 15 -2 19 18 -18 20 21 22 -16 -24 -23 -26 27 28 29 -27
right_child=14 -3 3 4 9 -7 10 8 -10 -11 -12 -13 -14 -15 16 -17 17 -19 -20 -21 -22 24 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.085939980104103045 0.051423748422959881 -0.044941094597237358 -0.061275301400111219 0.044139889208658654 -0.10060489976465242 0.019416991054061309 0.038936256177422759 0.064655882647426388 0.093570642463301532 -0.0062203240314368732 -0.025870888371379082 -0.020821892820665665 -0.10058381861209065 0.08542581909558386 -0.0010064767923380483 0.0019167779306149485 0.0039414469193300083 -0.001276952599885374 -0.10186534972389516 0.00089096417290463023 -0.031885573112272428 0.0066709956439208202 0.0018052001874778575 -0.11413125077029607 -0.10216477073807124 -0.079592104882300105 -0.10151633363490478 -0.10113919951724543 0.049215734997815522 0.0099901121329638506
leaf_weight=0.046994669545256329 0.22637479705735941 0.19226919474499471 0.21214811145364354 0.11965310047526145 0.058852740598084985 0.78208960988558818 0.37973192924982857 0.022559453919598238 0.14276062841963721 0.51618313319569609 0.64818608155474078 0.69454915722576416 0.017527669008146063 0.008637978069515384 1.5708261619893211 0.60784991573341074 0.055737532767493714 0.52498243093805286 0.07580490294311204 45.757329306219333 0.89719824097119349 7.0836177772123374 0.29664742373006436 0.24906231573186233 0.12874488379634375 0.16019009632140047 0.091867424722295254 0.044177782270708121 0.33440935762860136 0.42922192864352837
leaf_count=11 31 30 35 15 240 27 37 68 20 35 7 31 57 14 43 46 30 13 52 2411 29 207 30 14 61 287 20 19 60 54
internal_value=-2.1976e-05 -0.0044239 -0.00228953 -0.0175993 -0.00442514 0.00283619 -0.00380603 0.0392229 0.0713917 -0.014381 -0.00954772 0.000301142 -0.00759342 -0.0767953 0.000266964 0.015351 4.88796e-05 -0.0124482 -0.0570326 0.000192712 -0.00263825 -0.000112384 -0.0139243 -0.0511083 0.00342154 -0.0159438 -0.00547035 0.00364484 0.00865569 -0.0143565
internal_weight=62.3762 3.84214 3.64987 0.915475 0.703327 2.7344 1.95231 0.229842 0.182848 0.583674 1.72247 1.07428 0.0400871 0.0674907 58.534 0.834225 57.6998 0.656525 0.131542 57.0433 11.286 10.3888 2.11654 0.54571 8.27223 1.18861 1.05987 0.967999 0.923821 0.589412
internal_count=4034 627 597 339 304 258 231 156 145 289 75 68 125 254 3407 77 3330 95 82 3235 824 795 87 44 708 501 440 420 401 341
is_linear=0
shrinkage=0.1


Tree=353
num_leaves=31
num_cat=0
split_feature=0 0 0 1 3 3 4 0 3 4 4 4 2 4 2 1 1 0 0 3 4 3 4 0 3 2 2 1 1 2
split_gain=0.00746272 0.0370111 0.027808 0.0260575 0.0755839 0.0258388 0.0252656 0.0225559 0.0368106 0.0303707 0.0398826 0.010063 0.0292698 0.0672801 0.0823639 0.0915097 0.0778874 0.0703227 0.106064 0.060197 0.027813 0.0458773 0.0182546 0.0773441 0.0139872 0.0131204 0.0390197 0.0352564 0.0141783 0.0741674
threshold=76.451683855550016 71.332859575200004 79.532656873050016 61.622148808000013 0.093325000000000033 0.10507500000000002 41.872294782850005 71.249517373150013 -0.23921499999999998 48.86568841230001 44.952171034750002 37.038444968100009 -0.041369999999999997 36.491284729650012 -0.093879999999999991 65.611820673600008 67.940025414550021 90.297243227400017 90.533827542850005 0.10111000000000002 34.654301448200009 0.094375000000000028 37.784765830350004 93.953546284800012 0.096665000000000015 0.22598000000000004 0.26941000000000009 70.123053416500014 76.279622535200005 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=1 7 6 4 -4 -3 -2 8 -1 10 -10 12 13 14 16 -16 19 -15 -19 -5 21 -18 23 -13 -17 28 -27 -28 -24 -30
right_child=2 5 3 11 -6 -7 -8 -9 9 -11 -12 22 -14 17 15 24 20 18 -20 -21 -22 -23 25 -25 -26 26 27 -29 29 -31
leaf_value=-0.10160021189378066 0.059402991525427565 -0.10058279578418255 -0.089966854061792806 0.0031987651337786389 0.0049111674831999108 0.10015085161192759 0.0019681617309684589 0.034344623439318045 -0.10020679165681892 -0.049726010660464032 0.093028070220037715 0.053203978904587904 0.0024420562193223751 -0.10452042210426445 0.022000916031094386 -0.049175830763843256 -0.051041951114528653 0.10092212407214041 -0.081917192674945627 0.10083240288382767 -0.018305537761280712 0.078774332444337791 -0.00017576258256017725 -0.00074657809000945987 -0.10724285888117668 -0.0022772800105644512 -0.00010305321547742439 -0.10161261461432157 0.0028648532722042072 0.06472376395367628
leaf_weight=0.043406783913837899 0.15014850139652836 0.062326745773596315 0.12483600105497217 0.11531800856042895 0.25646187384472796 0.0071479864418506614 0.15634088486437747 0.12024415610926553 0.013524936372504182 0.053214786428725347 0.05079611849214416 0.34047596389427681 2.1708135032920914 0.15631764382510471 0.11382591933943342 0.058624375165045706 0.04120816401347871 0.054755207151174545 0.075439040386171996 0.13959586434066296 0.53390157153969398 0.080216027437217008 51.004990384758372 1.2103603664756972 0.14187505148731816 0.64379009432513967 0.057754935633056448 0.083949738553023678 3.9542072631252045 0.20381485419147782
leaf_count=97 40 212 54 37 42 2 39 15 79 17 13 28 172 10 12 31 57 2 42 7 62 14 1697 78 32 52 26 58 976 31
internal_value=-2.39153e-05 -0.014571 5.8535e-05 -9.10533e-05 -0.0261517 -0.0799301 0.0301054 0.00157766 -0.0229033 0.00615995 0.0523961 7.13634e-05 -0.0049968 -0.0156835 -0.00547687 -0.0496101 0.00976328 -0.0593069 -0.00502129 0.0566649 -0.00848088 0.0347181 0.000395896 0.0110979 -0.0902645 9.92471e-05 -0.0127339 -0.0602401 0.000281985 0.00589701
internal_weight=62.2197 0.350662 61.869 61.5625 0.381298 0.0694747 0.306489 0.281187 0.160943 0.117536 0.0643211 61.1812 3.68189 1.51108 1.22456 0.314325 0.91024 0.286512 0.130194 0.254914 0.655326 0.121424 57.4993 1.55084 0.200499 55.9485 0.785495 0.141705 55.163 4.15802
internal_count=4034 435 3599 3520 96 214 79 221 206 109 92 3424 478 306 252 75 177 54 44 44 133 71 2946 106 63 2840 136 84 2704 1007
is_linear=0
shrinkage=0.1


Tree=354
num_leaves=31
num_cat=0
split_feature=4 2 3 3 3 0 0 0 1 2 0 0 0 4 2 3 3 1 2 4 4 0 3 3 0 4 2 0 3 2
split_gain=0.00739568 0.0221449 0.0769663 0.112318 0.0583978 0.0697922 0.0570093 0.0490484 0.107798 0.0410817 0.0557346 0.0408293 0.10701 0.0817236 0.0493267 0.0334918 0.190443 0.0639735 0.0444169 0.0381911 0.0329866 0.0428267 0.035745 0.0295305 0.0654321 0.0933284 0.0569603 0.0283961 0.025889 0.0345929
threshold=42.558389508100007 -0.101395 0.085820000000000021 0.087475000000000011 0.080770000000000022 90.767723400200012 94.75470680765001 97.39208423365001 62.116825104000007 -0.22403500000000001 85.812895065800021 86.103248543850015 85.683849075550015 42.719328117250008 -0.097294999999999993 0.084565000000000015 0.086520000000000027 62.014663695050011 -0.080019999999999994 43.182896969600009 48.96897326980001 71.249517373150013 -0.23921499999999998 0.092835000000000015 88.606203063300015 43.182896969600009 -0.092479999999999993 67.144241807950024 0.088220000000000021 -0.076484999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 10 20 12 13 -3 -14 18 -17 -18 19 -13 21 22 -2 24 -19 -26 -27 -15 -28 -30
right_child=1 11 3 7 5 6 -8 -9 -10 -11 -12 15 14 27 -16 16 17 23 -20 -21 -22 -23 -24 -25 25 26 28 -29 29 -31
leaf_value=0.00046636287057299396 -0.10164006720353901 0.093244419329626335 0.098240425678204235 0.055132971191175009 -0.10986913325508357 0.077506454913941189 -0.10123661801557467 0.051911041645062599 -0.075227170505811333 0.071985276831048758 -0.095356404033568987 0.0028979249591362943 -0.013072454748513849 0.097297949652114801 -0.10204806038894776 -0.085650434106861628 0.016292827724523635 -0.0083432977519868109 0.0011551787254993711 0.073222132355444156 -0.022380675359572905 0.06910616501356158 0.028860005168732522 -0.0033359989688500585 -0.10501061298603209 -0.10162599407078735 0.077184763354127731 -0.10030965639545859 0.10045013776550518 -0.10054714454836478
leaf_weight=51.701609072961205 0.033734211242233414 0.090006032420204884 0.19611513888807508 0.10999607728444971 0.11293600539102044 0.049705406185239553 0.027837044912031317 0.14907901662462564 0.14985393871029373 0.077391902321993555 0.061600671791325112 0.14366551069179001 0.095451383385807276 0.0088119494903367013 0.17944001514842967 0.2976591539223391 1.2425297228619454 0.88270072499290131 3.3172216763251026 0.16698063388651008 0.20677853847155347 0.13288453319819382 0.055554727337947751 2.2374145213505727 0.19528185626109007 0.039035891211823381 0.066876810014393273 0.04161105654689834 0.013490320183335625 0.023441509874431832
leaf_count=2559 23 9 26 15 60 5 73 30 49 278 94 9 10 2 49 60 11 16 184 32 34 36 31 56 29 8 13 157 1 75
internal_value=-2.31798e-05 -0.00245566 0.00942428 0.0360248 -0.0117967 -0.0597118 0.0133393 0.00618731 -0.0200449 0.00427316 -0.00640942 -0.00424714 -0.0348727 0.036146 -0.0711528 -0.00277265 -0.00808107 -0.00316928 0.00454123 0.0406991 0.00636402 0.0331169 -0.0204442 -0.0101619 -0.0226718 -0.0600773 0.00135068 -0.0657757 0.0400737 -0.0271276
internal_weight=62.1067 10.4051 1.36347 0.605044 0.758423 0.190478 0.0775425 0.408929 0.25985 0.567945 0.490553 9.04162 0.41532 0.140429 0.274891 8.6263 4.99843 4.70077 3.62787 0.310646 0.428952 0.222173 0.0892889 3.45824 1.22083 0.338126 0.142845 0.050423 0.103809 0.0369318
internal_count=4034 1475 754 120 634 138 78 94 64 496 218 721 227 168 59 494 269 209 225 41 124 90 54 198 142 126 97 159 89 76
is_linear=0
shrinkage=0.1


Tree=355
num_leaves=31
num_cat=0
split_feature=1 0 4 4 1 2 0 3 1 1 2 3 1 0 0 2 1 2 1 0 2 1 2 3 2 4 2 2 3 2
split_gain=0.00732033 0.0700207 0.0671248 0.0576588 0.0296279 0.027661 0.0352486 0.0349464 0.0415594 0.0541956 0.0272973 0.0342307 0.0987768 0.0249167 0.101494 0.154824 0.0716554 0.138413 0.107684 0.100636 0.133643 0.102519 0.0394751 0.0351279 0.0704633 0.0553654 0.0293328 0.132809 0.0744208 0.129236
threshold=71.096275259700022 96.039789794050009 36.728658719300007 48.96897326980001 70.776348742200014 0.20949500000000004 93.953546284800012 0.11278000000000003 68.20618276945001 65.687097501250022 0.13747000000000004 0.10301500000000002 63.705703859100005 94.047642319350018 93.399723909900004 -0.061874999999999999 66.590419433100024 -0.032369999999999996 67.649671936450019 90.407470010750018 -0.053159999999999992 65.611820673600008 -0.116995 0.084565000000000015 -0.10051499999999999 42.824128352900011 -0.026144999999999998 -0.016679999999999997 0.089920000000000014 0.10957500000000002
decision_type=2 2 2 2 2 2 2 2 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 10 7 8 9 -7 13 12 -12 14 16 -16 19 18 -18 21 -21 26 -20 -15 -25 -26 -1 -28 29 -29
right_child=1 -3 3 -5 -6 6 -8 -9 -10 -11 11 -13 -14 23 15 -17 17 -19 22 20 -22 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=-0.00024488996013161867 0.033233403945248582 -0.00093939126832353064 -0.10057269237747819 0.059580670643900935 0.01844098919112273 0.045021899550409972 0.00047910784742157182 0.090891635499770487 0.068981746157865523 -0.068857735431031519 0.015087993569240843 -0.0048758292413416393 -0.10321971987462575 0.0012937250646900481 -0.002866333469772925 0.083475132896335666 -0.047152388991693245 -0.091486156462947041 -0.010132848411473234 0.085667430540809067 -0.0049896033044305836 -0.037897237663179983 0.051980024135293894 0.00086658551648778701 -0.10186289063861903 0.013486237594120777 0.058348216877568519 -0.064302135584264355 0.0077090393672205673 0.063768320548532667
leaf_weight=32.469038729950803 0.069381098483065951 18.013414706751874 0.17967420986799709 0.02569460486074604 0.91939981393897952 0.087721427123723994 0.50962024426553398 0.10161589426797946 0.11428841110318899 0.07981182969706424 0.13703778923740972 0.73401588457636535 0.14550134836736106 0.63397130382690992 0.4726624047907535 0.37045569234760378 0.34356808812117379 0.24604267442737071 0.16710908582876982 0.32067786698462442 0.32988479593768616 0.69950375017651722 0.26391145237721503 0.26594960082002217 0.17635812376261129 0.054461079882457852 0.47702178973122489 0.35241307223882445 3.0756729370591529 0.10148249023586686
leaf_count=1201 18 1600 279 46 38 31 5 11 10 29 25 22 29 32 31 26 32 26 40 32 16 37 15 26 81 7 51 162 63 13
internal_value=-2.40305e-05 -0.00170358 -0.0518058 -0.0805352 0.000679667 0.000297504 0.0177119 0.0406157 0.0224878 -0.00922967 -7.42283e-05 -0.0162607 -0.0458378 0.000328868 0.000745883 0.035071 8.91731e-07 -0.0261453 -0.00539025 0.000706381 0.0396974 2.40405e-05 0.0278985 -0.0143085 -0.03422 -0.0746466 0.000751268 0.00882404 0.00213084 -0.035668
internal_weight=61.9374 18.2882 0.27475 0.205369 43.6492 42.7298 0.893058 0.383438 0.281822 0.167533 41.8367 1.01656 0.282539 40.8202 39.6894 0.843118 38.8463 1.02063 0.774589 37.8257 0.650563 37.1751 0.431021 1.13074 0.496769 0.230819 36.4756 4.00659 3.52957 0.453896
internal_count=4034 1943 343 325 2091 2053 86 81 70 60 1967 76 54 1891 1745 57 1688 113 87 1575 48 1527 55 146 114 88 1490 289 238 175
is_linear=0
shrinkage=0.1


Tree=356
num_leaves=31
num_cat=0
split_feature=2 2 4 3 3 1 1 0 2 1 1 0 3 4 3 3 3 4 1 0 2 0 3 3 2 3 1 1 4 2
split_gain=0.00714355 0.101164 0.0462606 0.0389807 0.0884329 0.0371322 0.109585 0.0465511 0.0304153 0.0886002 0.106189 0.101739 0.0991684 0.0604476 0.0599411 0.042569 0.0413977 0.0425428 0.0605304 0.0375395 0.0304918 0.0331927 0.0273579 0.035039 0.0254539 0.0294465 0.0237092 0.0183732 0.0182024 0.0117622
threshold=-0.50001499999999999 -0.58287999999999995 49.283271594150008 0.12201500000000003 0.10721500000000002 75.634392583900009 78.285212300550015 100.91127592640002 -0.16276499999999997 62.020040611300011 62.272755675600003 83.503509531750026 0.089505000000000015 43.084235337800003 0.096885000000000013 -1.0000000180025095e-35 -0.11012 48.96897326980001 55.887667615750004 95.620390325650007 -0.22403500000000001 85.877418060900013 0.085035000000000013 0.083950000000000011 -0.23369999999999999 -0.16320999999999999 63.705703859100005 69.64719632740001 37.137227079750012 -0.11103999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 22 4 5 26 -7 -8 9 11 -11 15 13 -12 -14 16 17 18 -2 20 21 -15 23 -3 -20 -26 -1 -28 -9 -10
right_child=8 2 -4 -5 -6 6 7 28 29 10 12 -13 14 19 -16 -17 -18 -19 24 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0052524394055393584 -0.1017572819573192 -0.10038939881829188 0.046615063114093629 -0.05303312424186564 0.087246958045744741 -0.1027164790993117 0.093437002000114122 0.079975247093018093 -0.0037030797039266888 0.10091807838972329 -0.10151134588619189 -0.10177838224126279 0.094204627222835388 0.07259999039060365 0.00029026725276892475 0.090639121791008762 -0.10150957881738937 -0.02878229847654977 0.095143262825406444 -0.1026600202609681 0.10028337548160138 -0.088299010331770553 -0.10359454402043089 0.10054772921920346 -0.10044709680250852 0.091424140807078516 0.0029756231750281124 0.045995764701968221 -0.082877572800546723 0.00039828519152984804
leaf_weight=0.54997392414952606 0.024090839170582967 0.018452827906759395 0.030229131603846326 0.11254265752813797 0.12795943617538785 0.11827769935871402 0.061563381925225258 0.0088725600536210258 8.1086236025771168 0.19983224007898315 0.087336831642906176 0.10756420698999136 0.15603830469899549 0.023691589711233974 0.12040052848942651 0.053484313380054216 0.039541972697847427 0.16342486906796694 0.10099322178439252 0.024235311952722327 0.04197417711475282 0.02794436680801482 0.16161374023013764 0.016383057460188866 0.01645481802802351 0.015564373486085969 0.17992437738575973 0.22147888008385053 0.030308472861946711 50.800059506186479
leaf_count=6 29 78 6 21 21 20 6 31 668 18 68 20 17 3 32 18 60 14 43 37 11 54 81 1 29 70 13 30 90 2439
internal_value=-2.23931e-05 -0.00653897 -0.0685479 0.00342354 0.00831724 -0.00031212 -0.0374349 0.039208 0.000155135 0.0158987 0.0396349 -0.0151406 0.0142076 -0.0384625 0.053301 0.00739362 -0.00497155 0.00693787 0.0440954 0.00826391 0.0369817 -0.0144754 -0.0862689 -0.00589016 0.0705118 -0.00717942 0.00823414 0.0267125 -0.0459995 -0.000166257
internal_weight=61.7488 1.63758 0.226679 1.4109 1.29836 1.1704 0.219022 0.100744 60.1113 1.20257 0.681453 0.521119 0.481621 0.205182 0.276439 0.413554 0.36007 0.320528 0.157103 0.117845 0.0936101 0.051636 0.19645 0.0348359 0.133012 0.0320192 0.951377 0.401403 0.039181 58.9087
internal_count=4034 404 166 238 217 196 147 127 3630 523 240 283 222 173 49 263 245 185 171 105 68 57 160 79 142 99 49 43 121 3107
is_linear=0
shrinkage=0.1


Tree=357
num_leaves=31
num_cat=0
split_feature=3 2 2 0 0 3 0 3 1 0 3 3 3 1 3 0 2 2 2 3 0 3 2 2 3 1 2 4 4 4
split_gain=0.00738946 0.0328506 0.113665 0.0478986 0.0900737 0.0263026 0.0824221 0.0504714 0.0254579 0.0867373 0.0731816 0.0426586 0.0450257 0.0449572 0.0492726 0.0338019 0.048591 0.0211315 0.0659122 0.0366021 0.039175 0.078178 0.0607305 0.0545758 0.0793253 0.0382761 0.0562714 0.0360802 0.118462 0.0174652
threshold=0.10249000000000003 -0.093879999999999991 -0.117885 87.170566421650008 97.991610396700011 0.09914000000000002 86.420486603250012 0.10040500000000002 61.853356207250009 85.877418060900013 0.094175000000000023 -1.0000000180025095e-35 -0.11012 61.622148808000013 0.08481000000000001 71.131225215400022 -0.23349 -0.086139999999999994 -0.075639999999999999 0.10371000000000001 85.963448721100022 0.11002000000000002 -0.032369999999999996 -0.072524999999999992 0.10507500000000002 62.079186690200011 0.10957500000000002 42.388109226950007 41.289992964000007 42.488347682450005
decision_type=2 2 2 2 2 2 2 2 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 8 -7 -8 9 10 11 12 15 14 -13 -1 -17 -3 -19 -20 23 22 -22 -21 -25 -23 27 28 -27 -10
right_child=1 17 -4 4 -6 6 7 -9 29 -11 -12 13 -14 -15 -16 16 -18 18 19 20 21 25 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.10180872894715894 -0.043290527282570532 0.0069276250717065007 -0.065113972153095459 0.049376418658855628 -0.015211072396924472 0.061807959128377055 0.039741485049776162 -0.0047842118598906448 0.0014299398002276559 -0.086641089338276397 -0.086272917237723651 0.064888640817365659 -0.076800057666809043 0.09073313247805595 -0.03634675081594621 -0.015841983694175329 0.065397144169713595 -0.030936889389781577 -0.013663168516015321 0.0053882885427270089 0.012178323918146878 0.011561299220338234 0.057898515703363213 -0.0051391991326883921 -0.091697203983120118 -0.0779281602869248 0.017139062892350111 -0.0052552165760995579 -0.00088251892488967407 -0.0036296952071541858
leaf_weight=0.028054253221199588 0.21204587735178371 3.0417541602690781 0.35853535427442196 0.349374715338854 0.56529102199854719 0.28342526562937465 0.31284996584986391 1.3668300721038944 35.423882598700004 0.14709378851694055 0.094248739107570145 0.086422724738439594 0.08717097238718452 0.10119760377983766 0.1083566064335173 0.21015560423086299 0.11332791901122619 0.75819783498979987 1.6868843904085205 0.51848341524600983 0.89407727580692153 1.890596355544403 0.43038248486463693 0.24352691441890773 0.18731162692893122 0.31974309708221049 0.8197063777997825 2.000718385957498 0.53095002386544365 8.4497172703945918
leaf_count=138 31 39 52 30 50 32 43 62 1738 7 15 37 90 10 59 49 45 32 19 2 28 25 33 9 42 42 43 16 12 1204
internal_value=-1.98349e-05 -0.00196692 -0.0160735 -0.000468077 0.0094594 0.000596057 0.0119259 0.00350895 0.000100139 -0.0158734 -0.00331577 0.00732634 -0.0124658 0.0366631 0.00857094 0.00348717 0.012619 -0.000394243 -0.00256059 -0.000301194 0.00257547 0.00520083 0.0270351 -0.0164683 -0.0427712 1.25432e-06 -0.00595208 -0.0125902 -0.029841 0.000455493
internal_weight=61.6203 14.8076 1.48525 1.12671 0.914666 46.8127 1.96311 1.67968 44.8496 0.976028 0.828934 0.734686 0.438709 0.295977 0.194779 0.351538 0.323484 13.3223 10.2806 9.52238 7.8355 6.88617 1.32446 0.949322 0.430839 5.56171 3.67112 2.85141 0.850693 43.8736
internal_count=4034 505 163 111 80 3529 137 105 3392 450 443 428 322 106 96 232 94 342 303 271 252 199 61 53 51 138 113 70 54 2942
is_linear=0
shrinkage=0.1


Tree=358
num_leaves=31
num_cat=0
split_feature=0 3 3 2 2 0 4 0 0 2 4 4 3 1 3 3 1 4 4 0 0 2 1 3 3 4 3 2 0 0
split_gain=0.00642252 0.0499702 0.0562921 0.024432 0.0133565 0.0111002 0.0339535 0.00886676 0.00824655 0.0259587 0.101131 0.050738 0.0313074 0.0275999 0.0682532 0.122321 0.117333 0.0264245 0.0453848 0.0258868 0.0830814 0.0607269 0.0336202 0.0412091 0.169999 0.0300294 0.0243803 0.0207785 0.0214048 0.0569941
threshold=102.89804648475001 0.090735000000000024 0.089835000000000012 -0.086139999999999994 -0.076484999999999984 103.48144189910001 42.402981339000007 102.31465107045001 97.878695155250014 0.20167500000000002 40.137820134150012 36.893814626400008 0.09551500000000003 75.499969677400017 0.092835000000000015 0.085235000000000019 77.946466576100008 34.654301448200009 32.051492741500006 101.10215645365001 100.27142289135001 -0.117885 78.728807892050014 0.088655000000000025 0.10828500000000003 41.50623664750001 0.08895500000000002 0.13747000000000004 96.959242474650011 97.39208423365001
decision_type=2 2 2 2 2 2 2 2 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 -5 -7 8 9 13 11 -11 -13 17 15 16 -15 18 26 20 22 -22 23 -10 25 -25 -1 28 -19 -30
right_child=1 -3 -4 4 -6 6 -8 -9 19 10 -12 12 -14 14 -16 -17 -18 27 -20 -21 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.053159933065958613 -0.10049231750404558 -0.10076178450954323 0.077158299905940586 0.10064208494106677 -0.012905760526575367 -0.10210457668415028 0.097604397749283991 0.010979735023676881 0.010594262568570663 -0.010453047191330708 -0.075567936559413337 0.031896748756183931 0.10062879037288659 -0.10260342964175491 -0.0044540471349817281 0.082362522426653151 0.098438060966334451 0.00042177805876716479 0.048294489535447391 0.0026558187905243082 0.0067224213210443015 -0.10254375258734996 0.030256402644757631 -0.10291380313409644 -0.00077025337614632094 -0.039034190653684492 -0.10178230115006151 -0.015224930789271446 -0.025114836301580398 0.0029967297513610784
leaf_weight=0.014279178783751401 0.029986062895837495 0.05528588737185558 0.079447956762237482 0.019169652834534645 0.49757036872597593 0.015782967093961986 0.01848213810283994 0.7388982925892823 0.71473380885390758 0.11277776815427287 0.083777912406731048 0.12106756163120735 0.14642318699043244 0.085259234445742349 0.64762865003649495 0.29738020471495474 0.044018117975156201 48.506545073870456 0.23692103198004588 3.0627911036525575 0.074680388791875885 0.15949149528933038 0.23919445691865338 0.22208607038965045 1.1813928909405147 0.11006008717231452 0.035165303066378328 0.92278332809837493 1.2042522752999496 1.797995360324421
leaf_count=64 395 217 20 1 274 40 13 47 69 24 40 34 13 43 15 23 50 2075 59 191 16 41 28 43 54 12 12 63 23 35
internal_value=-1.88238e-05 -0.00943635 -0.00179142 -0.0125874 -0.0078036 0.0397063 0.00561577 9.2111e-05 -4.19235e-05 0.000340143 0.0238904 0.0458023 0.0695203 0.000136983 0.0160047 0.0470592 -0.0341501 -0.000186368 0.0301079 -0.00363803 -0.0107732 -0.0676974 -0.00537092 -0.00919534 -0.0185405 -0.0817466 -0.0570362 -0.000351826 -8.53737e-05 -0.00827929
internal_weight=61.4753 0.715725 0.660439 0.580991 0.551005 0.0534348 0.0342651 60.7596 60.0207 54.2563 0.464046 0.380269 0.267491 53.7922 1.07429 0.426658 0.129277 52.7179 0.286366 5.76443 2.70164 0.234172 2.46747 2.22827 1.51354 0.332146 0.0494445 52.4316 51.5088 3.00225
internal_count=4034 960 743 723 328 54 53 3074 3027 2573 111 71 47 2462 131 116 93 2331 135 454 263 57 206 178 109 55 76 2196 2133 58
is_linear=0
shrinkage=0.1


Tree=359
num_leaves=31
num_cat=0
split_feature=4 4 3 3 2 2 2 3 4 2 1 2 0 4 2 0 4 4 4 3 0 0 3 1 1 1 0 0 0 4
split_gain=0.00668981 0.0301638 0.0219868 0.0962191 0.0555019 0.0755259 0.0894359 0.0369374 0.0556261 0.0388609 0.0346346 0.0475143 0.117037 0.0161929 0.0588073 0.165808 0.0496283 0.0828067 0.0322152 0.0594384 0.0248059 0.0420002 0.0633679 0.0679861 0.0162871 0.0138705 0.112919 0.0414464 0.071415 0.040495
threshold=37.038444968100009 36.893814626400008 0.09117500000000002 0.094375000000000028 -0.012794999999999999 0.051245000000000013 0.12427500000000002 0.085820000000000021 35.879804895950009 -0.081354999999999997 65.611820673600008 -0.093879999999999991 97.991610396700011 38.400997490450003 -0.102645 91.066142252700018 38.748048509250005 38.478081868400004 39.051326806600009 0.08481000000000001 99.128828185900019 85.425757095000009 0.082935000000000023 75.806453904250006 69.64719632740001 61.853356207250009 85.877418060900013 85.732241321850012 82.602876058000007 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 2 4 -4 7 -6 -7 8 -1 -9 -5 -12 -13 14 15 -2 17 -15 19 -18 21 -16 -23 24 -24 26 27 28 29 -20
right_child=13 -3 3 10 5 6 -8 9 -10 -11 11 12 -14 16 20 -17 18 -19 25 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0016524361543539632 0.047044133482725049 -0.045696528914632349 -0.087702926762395009 0.031746435611493255 0.08836698326318744 -0.10497473015166213 0.060898649998379011 -0.000291989625096419 -0.075523459805509618 0.097595326353258571 0.010555783841127729 -0.085406758723142392 -0.00059901822231918074 0.00034419838366317934 0.00027559397589901029 -0.10450464892107603 0.058899504878535139 -0.062929852592373922 0.032648594831788377 0.0040653063432847273 -0.0096215442213576433 -0.00064238978637186524 0.047549521222296866 0.012810163458450175 0.081795455165379172 3.4570282594916363e-05 -0.10775275973473344 0.082294924700839059 -0.055109733871845805 -0.024947680789299122
leaf_weight=1.0803475234544406 0.13018028686201422 0.16684617099463128 0.14561979835165306 0.24537078966386605 0.17231380431711807 0.058104630133698265 0.073781232920453022 0.094329101366341206 0.11255694094141677 0.071144967661439185 0.67583878835311473 0.23093564641021658 0.55092115567467204 0.54144628131962136 1.4679591870990405 0.16207583344552745 0.26020102978691173 0.33467473829688288 0.36377553314414868 0.82271718377296565 0.57619212098700234 0.6995832491738837 0.33015882130712249 0.55628893151879311 0.23970285123095891 50.632211801162555 0.10933600264252163 0.057532166596502066 0.21138680102740182 0.18372186954366043
leaf_count=159 30 30 48 37 15 24 52 38 73 11 52 33 55 15 23 57 25 47 256 53 80 22 30 3 21 2661 5 3 43 33
internal_value=-1.79637e-05 -0.00415292 -0.00217888 -0.00968315 0.00616542 0.0447749 -0.0121798 -0.00248092 -0.00862256 0.0417943 -0.00301211 -0.00886294 -0.0256485 0.000245716 0.00625387 -0.0369999 -0.000221552 -0.0238262 0.00017131 0.0172407 0.00952042 0.0128691 0.0229947 0.0376785 0.0619545 -0.000187215 -0.0123173 0.000463563 -0.0057402 0.0133212
internal_weight=61.3573 3.67811 3.51126 1.84869 1.66258 0.3042 0.131886 1.35838 1.1929 0.165474 1.70307 1.4577 0.781857 57.6791 4.16214 0.292256 53.517 0.876121 52.6409 1.08292 3.86989 3.29369 1.82573 1.12615 0.569862 51.558 0.925752 0.816416 0.758884 0.547497
internal_count=4034 627 597 225 372 91 76 281 232 49 177 140 88 3407 266 87 3141 62 3079 78 179 99 76 54 51 3001 340 335 332 289
is_linear=0
shrinkage=0.1


Tree=360
num_leaves=31
num_cat=0
split_feature=3 2 2 0 0 3 0 3 1 0 3 1 3 3 4 1 4 2 2 2 4 2 0 1 4 3 4 2 3 3
split_gain=0.00645543 0.0308997 0.124916 0.0406821 0.0746017 0.0224543 0.0687111 0.0391091 0.0209345 0.0202722 0.0867819 0.0324331 0.0466186 0.0426268 0.0328511 0.0644942 0.0289635 0.0215102 0.0170945 0.0562171 0.0287723 0.0636195 0.0233386 0.0462419 0.103939 0.175018 0.13093 0.0159892 0.0156771 0.0373139
threshold=0.10249000000000003 -0.095204999999999998 -0.117885 87.170566421650008 97.991610396700011 0.09914000000000002 86.420486603250012 0.10040500000000002 61.966271448700006 84.390700714750025 0.087125000000000022 58.167480110400007 -1.0000000180025095e-35 -0.11012 48.96897326980001 55.887667615750004 50.205949521800008 -0.23369999999999999 -0.086139999999999994 -0.075639999999999999 41.218101594450012 -0.032369999999999996 85.963448721100022 62.084563606450011 38.179089776100007 0.10791500000000002 35.171584490050009 -0.067109999999999989 0.098105000000000026 0.096515000000000031
decision_type=2 2 2 2 2 2 2 2 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 9 -7 -8 -4 10 11 12 13 14 15 -1 -13 -17 -3 -20 22 -22 -21 -24 26 -26 -25 -9 29 -11
right_child=1 18 8 4 -6 6 7 27 -10 28 -12 16 -14 -15 -16 17 -18 -19 19 20 21 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.10130792238304671 -0.040920801722898775 0.0061501524728013214 -0.048721208737653308 0.045107499833472786 -0.014204764363075027 0.058112808902941696 0.036050745615212688 -0.014359058263743682 -0.10380328429882579 2.164595258406336e-05 -0.084648659895514011 -0.1003893599438181 0.079086611212014671 -0.1012089262198967 -0.025327900794659089 0.094862159020009384 0.10028240557343493 0.013681760286120493 -0.028577460671514045 -0.0045269132629442771 -0.029654187912095537 0.00087438233644958937 0.016980640813537777 -0.010231381313686803 0.015416350801777093 -0.09541714545403561 0.0716795883665962 0.0072714877389678636 -0.013387377124349226 0.015082750986442885
leaf_weight=0.027638797673489535 0.20850166147329197 3.0916777435844542 0.13800671882927318 0.33969383191015368 0.56439509004266597 0.26786795082170911 0.30314892925593984 0.69027118713083246 0.13798875237022656 41.422820790840881 0.14826150068195432 0.047004464429502235 0.082826853278670565 0.040161148082688669 0.15452344436198473 0.090793317548332197 0.0084918849170207977 0.050958652619101485 0.75599234277296901 2.1204096695073513 0.9439332458759967 2.465770572877318 2.4301862874999647 0.61811074142744338 0.29070565573783824 0.27942050206982572 0.28517779088087991 0.67681152992963689 0.81411792911128955 1.7129918297345899
leaf_count=121 31 43 10 30 50 32 43 40 38 2635 81 248 34 75 14 24 1 37 32 31 31 70 23 30 16 36 34 22 26 96
internal_value=-1.78191e-05 -0.00184697 -0.0160407 -0.00110231 0.00808067 0.000558766 0.011096 0.00355551 -0.0762605 0.000100877 -0.0174211 0.00241827 0.0113718 -0.00403322 0.0080153 0.038432 -0.0696832 0.0656785 -0.000362987 -0.00233915 -0.000236484 -0.00757707 0.00391842 0.00850587 -0.00547204 -0.0389035 0.0156288 -0.00365027 0.000360282 0.000619746
internal_weight=61.2087 14.67 1.38859 1.11259 0.904089 46.5387 1.9381 1.67023 0.275995 44.6006 0.65066 0.502399 0.446902 0.364075 0.323914 0.169391 0.0554963 0.141752 13.2814 10.1897 9.43371 3.4097 6.02401 3.9036 1.47341 0.570126 0.903289 1.36708 43.9499 43.1358
internal_count=4034 505 159 111 80 3529 137 105 48 3392 635 554 305 271 196 182 249 61 346 303 271 101 170 139 116 52 64 62 2757 2731
is_linear=0
shrinkage=0.1


Tree=361
num_leaves=31
num_cat=0
split_feature=0 0 3 3 1 4 0 2 0 2 4 1 0 4 0 1 1 4 4 4 1 0 1 2 3 0 3 1 2 1
split_gain=0.00772878 0.0989359 0.0663505 0.118692 0.0798163 0.0291135 0.0229944 0.0539641 0.0402499 0.0227727 0.0836925 0.0685755 0.0286406 0.020472 0.0515678 0.0177487 0.0820393 0.109392 0.0735911 0.0777782 0.176943 0.0207376 0.0475744 0.0452547 0.111371 0.0571222 0.0856612 0.0266622 0.0807706 0.0378982
threshold=85.764502819450016 85.705356740550016 0.11531000000000002 0.10335500000000002 62.052302108850007 44.756878345700009 85.995710218650018 -0.073609999999999995 86.054856297550018 -0.075639999999999999 41.741384785950011 61.049507226200006 76.451683855550016 40.636252116050009 85.812895065800021 61.993156030000002 62.025417527550012 42.198888176300009 40.206947806850003 42.233786329550007 61.93938686740001 87.009258933850006 62.116825104000007 -0.076709999999999987 0.093160000000000034 86.479632682150012 0.089675000000000019 81.479100559500012 -0.085584999999999994 83.740093847200015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 -6 7 13 -8 10 11 12 -1 -2 -15 18 17 -17 -10 20 -20 23 -23 25 -25 26 -18 -24 29 -29
right_child=6 -3 -4 -5 5 -7 8 -9 15 -11 -12 -13 -14 14 -16 16 21 -19 19 -21 -22 22 27 24 -26 -27 -28 28 -30 -31
leaf_value=-0.10023517301252605 0.0065133537191061717 0.045352839717652305 -0.068901561451694113 0.067914629011206193 -0.10296325399822842 0.03181595780412768 0.021333284652484692 -0.02093863683486993 0.011567821256815512 0.0053692050611845992 0.0026293692491393111 -0.091592045748007334 0.03003064518694214 0.0076515279529872741 -0.021657289052313032 0.039113849266246475 0.025913386024624563 -0.0024947235577779743 -0.003987084633154326 0.0080143161275842856 -0.056653647154593624 0.024354442096642556 0.00048654130118203748 -0.039727707303381772 0.0063069823072129452 -0.0079395139199334615 -0.0083748355134903151 0.046142631338064455 -0.08906064890581751 -0.10108357995091416
leaf_weight=0.020681479160430505 2.2466448354534805 0.51257377650472324 0.13982110672350234 0.25003902993921645 0.10451463594170807 0.018929660858702846 0.90021895211248093 1.75281047514727 1.8327314751222719 2.3650004514352605 1.0519898484266148 0.19930586770648517 0.091775354462697578 1.2203209261642771 1.1815785861690526 1.2560755318845616 1.5745680269319566 1.2714635014999656 1.9006992361973973 1.2774012240115551 0.96016649110242713 0.83882213296601804 29.941689002587491 1.084334665210916 1.0197829504031686 4.4416409264085814 1.3561435986775903 0.11094316066588306 0.12598365786402621 0.020755255595608757
leaf_count=100 18 30 43 26 110 57 15 47 18 202 205 107 32 16 37 25 44 24 34 14 22 28 1647 41 30 85 17 120 442 398
internal_value=-1.69552e-05 0.0038547 -0.00115958 0.00114934 -0.00318427 -0.0822954 -0.000343837 -0.00598635 0.00037981 -0.00056521 -0.0108566 -0.0563626 0.00607399 -0.000348341 -0.00676651 -5.03931e-06 0.000703728 0.0181829 -0.00511422 -0.0125023 -0.0216631 -0.000386725 0.000863385 -0.0044812 -0.0174165 -0.000789376 0.010047 0.000210894 -0.0318182 0.0229402
internal_weight=61.0694 4.75463 4.24206 4.10224 3.8522 0.123444 56.3148 6.40135 49.9134 3.72875 1.36375 0.311763 0.112457 4.64854 2.4019 49.0132 43.0422 2.52754 5.971 4.13827 2.86087 40.5147 31.0382 9.47647 2.10412 7.37235 2.93071 30.1994 0.257682 0.131698
internal_count=4034 912 882 839 813 167 3122 118 3004 646 444 239 132 71 53 2989 2901 49 88 70 56 2852 2635 217 71 146 61 2607 960 518
is_linear=0
shrinkage=0.1


Tree=362
num_leaves=31
num_cat=0
split_feature=4 4 4 3 3 3 0 2 3 2 0 2 3 2 4 4 3 3 3 3 0 0 1 4 4 2 3 3 3 2
split_gain=0.00687707 0.0893834 0.0258395 0.0249071 0.157891 0.0706931 0.0786158 0.057806 0.0940996 0.0872262 0.0805873 0.0521809 0.0416235 0.0365639 0.0202223 0.019226 0.0283475 0.040928 0.0263784 0.024014 0.042564 0.0595902 0.040085 0.0594874 0.0195066 0.0193896 0.041933 0.0356966 0.0311659 0.0164993
threshold=42.779078631750004 42.865207177650007 42.753078181500008 0.083745000000000028 0.082535000000000011 0.085820000000000021 91.453280223500016 -0.10290999999999999 0.087125000000000022 -0.08854999999999999 97.39208423365001 -0.083424999999999985 0.087795000000000026 -0.54526999999999992 43.157831852650006 49.283271594150008 -0.25095999999999996 -0.24338000000000001 -0.55648999999999993 0.076835000000000028 94.75470680765001 89.415428960600011 62.068432857650002 48.96897326980001 44.952171034750002 -0.080019999999999994 -0.23921499999999998 -0.144095 1.0000000180025095e-35 -0.23369999999999999
decision_type=2 2 2 2 2 2 2 2 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 15 6 -5 8 -7 12 13 -11 -9 -10 -13 18 -17 -18 -3 22 21 24 25 -24 -21 26 -20 -28 -29 -19
right_child=1 3 -4 5 -6 7 -8 9 10 11 -12 14 -14 -15 -16 16 17 29 19 20 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.00015273647694912957 -0.060440000360272597 0.049872713741464091 0.020652099921411263 -0.1078167256687052 0.081257629586158397 0.10042245932762157 -0.0037423579249507514 -0.10359819400120623 0.0073516847261882665 0.021170844823467257 0.074496707053951755 -0.023522240127959716 -0.025386982919457013 -0.086801728000263215 -0.0031862607464619949 -0.10158963660652785 0.10084497592899433 0.046783863418927304 -0.10218045776167387 -0.060334000162209328 0.0013954616099872497 0.10057483127292617 -0.10030005625104776 0.10055114964857373 0.039039352947436073 -0.00046863511535956279 0.064673238039845801 -0.10109391444334224 0.050149290084557242 -0.10144452048507067
leaf_weight=52.481099679359808 0.25994402415062889 0.10616192320861806 0.6221893196484406 0.13946771562586935 0.25422442541960766 0.13774802174462797 0.1513406096356249 0.12409530784964351 0.076603718800470233 0.74326803034273403 0.089238123252471269 0.69666048001465686 0.15065454516241061 0.089360057259909809 1.6403910204229033 0.045953073102268149 0.025125704705715179 0.010154889285331592 0.062489744831794591 0.04215929578140265 1.5784387879021897 0.107107008635694 0.093592458900793818 0.017503901954626144 0.037168419426961918 0.99972270400431273 0.048365420327173392 0.040584739996119557 0.020510264206677675 0.028825023511644399
leaf_count=2699 29 27 15 83 27 21 41 32 14 25 20 35 35 30 150 14 1 4 29 20 169 15 142 3 23 48 10 60 3 210
internal_value=-1.47208e-05 -0.00278399 0.000392919 -0.000800733 0.00535052 -0.00615888 -0.053655 -0.00247366 0.0338147 -0.0067238 -0.0021375 -0.00190828 -0.0607124 -0.0433434 -0.00924829 -0.000561938 -0.041647 0.00132196 0.000871811 -0.000835092 0.00673267 0.0519198 -0.0112471 -0.0686547 -0.0137733 -0.00580374 -0.0368222 0.000490162 -0.0503199 -0.0628287
internal_weight=60.9201 7.81686 53.1033 7.55692 3.51809 4.03883 0.290808 3.74802 0.39295 3.35507 0.255202 3.08032 0.27475 0.165964 2.33705 3.26386 0.110059 0.0641056 3.1538 3.04764 1.76487 0.186435 1.28277 0.111096 0.0793277 1.17167 0.17195 0.10946 0.061095 0.0389799
internal_count=4034 1320 2714 1291 805 486 124 362 85 277 64 210 67 44 185 778 229 215 549 522 227 58 295 145 43 150 102 73 63 214
is_linear=0
shrinkage=0.1


Tree=363
num_leaves=31
num_cat=0
split_feature=2 2 2 4 4 2 2 2 3 3 1 3 1 3 2 3 3 0 0 2 3 4 1 1 0 0 3 4 0 4
split_gain=0.00678088 0.0999719 0.044538 0.223283 0.0359391 0.362115 0.099072 0.0847966 0.0805243 0.044571 0.0388036 0.0351511 0.101811 0.0622943 0.109841 0.197209 0.0570643 0.0504086 0.0620693 0.0491431 0.21044 0.108138 0.0801126 0.0575501 0.0612038 0.0402042 0.0780505 0.165851 0.0566931 0.0360698
threshold=-0.06483499999999999 -0.059754999999999996 -0.068964999999999985 41.385032804600009 40.563919884450009 -0.037054999999999998 -0.054619999999999995 -0.056724999999999998 0.086555000000000021 0.11278000000000003 67.649671936450019 0.082535000000000011 67.300172379550006 0.084360000000000018 -0.081354999999999997 0.083365000000000022 0.076615000000000016 89.415428960600011 86.135510041400025 -0.08786999999999999 -0.14860999999999999 42.047301293400004 63.154569942350008 62.116825104000007 86.643628628100018 86.256490657300006 0.089415000000000022 42.622319549950006 86.479632682150012 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=2 -2 11 -4 6 8 7 -3 -6 -8 -11 12 19 14 15 -13 -14 18 -17 -1 -21 -22 23 24 -23 26 27 -15 -27 -30
right_child=1 4 3 -5 5 -7 9 -9 -10 10 -12 13 16 25 -16 17 -18 -19 -20 20 21 22 -24 -25 -26 28 -28 -29 29 -31
leaf_value=0.0031202326617410549 0.04547882202128873 0.01269036139023535 -0.094863600771567164 0.04520255353712152 -0.026108398673914138 0.00082197186305997842 6.160650954287366e-06 0.093874360098043813 -0.095434920940844659 0.032475430399808158 8.716101924073482e-05 -0.094088772235053381 -0.0076722301819981825 0.086586289111402343 0.10174504353137724 -0.10130950880711614 -0.091207485554640033 0.081480027305539618 0.060200732939190219 1.7944999132812895e-05 -0.097248564356980025 -0.10140952393295309 0.10057844009900226 -0.10647547175268542 0.10002631499028487 -0.019456638055342867 0.002356460067552745 0.0034716902459885307 0.0037030740823674893 -0.0060373650238824276
leaf_weight=3.9202059125967921 0.50035191641973398 0.31113607541192323 0.25293250423646796 0.20692091227329001 0.25643801307706127 11.266716723305757 11.293597485386799 0.21937007675512532 0.48332274861093083 0.84712908696383127 0.65664130137702159 0.13443562519682928 0.13158928402709769 0.35762641900828629 0.16750426469284008 0.040456470338540385 0.21602244850849317 0.19563087759451747 0.057774744927883148 2.174156956141815 0.39597554970534243 0.024299391348904464 0.051874162629246712 0.07243546598328976 0.039771010051481426 1.7693261945387373 8.5666408279913622 0.73046076066930254 8.6885183579990954 6.7594630025543543
leaf_count=426 38 34 29 12 12 717 499 23 43 19 36 39 259 40 7 59 408 30 2 20 13 19 3 4 50 34 204 45 508 402
internal_value=-1.40713e-05 0.00121444 -0.000922069 -0.0318378 0.000340219 -0.00362805 0.00391505 0.0462608 -0.0714029 0.00215964 0.0183327 -0.00050992 -0.00682159 0.00110462 0.033087 0.00623534 -0.059585 0.0521315 -0.00631717 -0.00407538 -0.0143013 -0.0675775 -0.00520873 -0.0454093 0.0236296 0.00039551 0.00556084 0.0307893 -0.00250099 -0.00055898
internal_weight=60.7887 25.8347 34.954 0.459853 25.3344 12.0065 13.3279 0.530506 0.739761 12.7974 1.50377 34.4942 7.02633 27.4678 0.595802 0.428298 0.347612 0.293862 0.0982312 6.67872 2.75851 0.584356 0.18838 0.136506 0.0640704 26.872 9.65473 1.08809 17.2173 15.448
internal_count=4034 1421 2613 41 1383 772 611 57 55 554 55 2572 1202 1370 137 130 667 91 61 535 109 89 76 73 69 1233 289 85 944 910
is_linear=0
shrinkage=0.1


Tree=364
num_leaves=31
num_cat=0
split_feature=1 3 4 3 2 0 3 2 2 1 4 0 2 1 2 1 0 4 0 1 4 3 3 2 0 1 2 4 0 3
split_gain=0.00736332 0.0304003 0.0720061 0.0729453 0.0602728 0.089059 0.0556199 0.118851 0.0701061 0.0681638 0.0479206 0.0307334 0.0568218 0.0281097 0.080031 0.0418221 0.029284 0.104237 0.0892409 0.0536407 0.0254574 0.022799 0.0590606 0.0452011 0.0472484 0.0450841 0.0300116 0.0216115 0.01954 0.0184132
threshold=61.987779113750001 0.091645000000000018 40.467253020850002 0.10249000000000003 -0.085584999999999994 86.479632682150012 0.083365000000000022 -0.082334999999999992 -0.037054999999999998 61.622148808000013 40.206947806850003 86.479632682150012 -0.046635000000000003 62.009286778800011 -0.071864999999999998 62.020040611300011 85.812895065800021 40.413896136950008 85.667718326750006 62.052302108850007 41.319407281650008 -0.55648999999999993 -0.25095999999999996 -0.092710000000000001 85.121961326250016 57.772276765200012 -0.23375499999999999 41.243661560350013 67.04476885710001 -0.15572
decision_type=2 2 2 2 2 2 2 2 2 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 20 -6 8 -8 11 28 -9 12 21 14 -2 27 17 -17 -19 -20 -4 -1 -23 24 25 26 -24 -15 -10 -28
right_child=13 2 4 -5 5 -7 7 10 9 -11 -12 -13 -14 15 -16 16 -18 18 19 -21 -22 22 23 -25 -26 -27 29 -29 -30 -31
leaf_value=0.032921667027103793 -0.0011070342984459535 0.0359623084686665 -0.0097578528440295399 0.0027128717675110755 -0.061157584917263676 -0.0031156471242653697 -0.0052249187478575583 -0.024426504430396345 0.093447652913712931 0.097850900915257999 -0.095211891830298517 0.013071910975132137 -0.10302658759693124 -0.0043124178550952314 0.031790674225989766 -0.10285928642309866 -3.2321776764136096e-05 -0.0022788419205762478 0.088717152521927523 0.022474655522101105 0.0072013361803006494 -0.077148234696629653 0.071926067423571938 -0.021115735486192912 0.095044868407805252 -0.10235739441119954 0.024038140328899667 -0.029327549430899075 -0.10142709785149512 -0.065845643091999903
leaf_weight=0.11348326058157421 2.351788197353017 0.94219566083302231 1.6452061649870304 2.2016558840405196 0.45671033386747673 0.62768240179866552 0.84106580947877774 0.14735328788310631 0.0063779123884216684 0.1247088398959022 0.27251117548075854 0.58382949209772039 0.069086112722288706 0.66669488060938309 1.0786421005905129 0.069235498934736905 43.633911479943123 0.59610216709482677 0.2427444311324507 0.24624900555136264 1.915864258095098 0.13005545975013855 0.073539549968699824 0.55808924544362604 0.076671459479257464 0.033905482864753367 0.054711286444216634 0.71656793651345652 0.026624365468478572 0.039064344093276637
leaf_count=37 50 31 19 46 37 17 51 19 4 8 39 8 5 9 26 47 2922 143 8 38 28 76 35 11 6 97 6 31 121 59
internal_value=-1.43913e-05 -0.00236262 0.000990139 0.0126776 -0.0069194 -0.027561 -0.0106505 -0.0269167 0.000200857 0.0640313 -0.0703694 -0.0056099 -0.0151058 0.000503543 0.00923711 -0.00014534 0.000383576 0.0161046 0.0236952 0.0553585 -0.000633769 -0.00947908 -0.01446 -0.00470748 0.0282451 0.00279233 0.0241003 -0.0172709 -0.0637662 -0.013405
internal_weight=60.5423 10.9404 7.78931 3.14385 4.64546 1.08439 3.15108 1.26093 1.89015 0.157711 0.419864 1.73244 1.14861 49.6019 3.43043 46.1715 44.7882 1.15433 1.0851 0.488993 3.56107 1.07952 0.966037 0.835981 0.277892 0.201221 0.167315 1.38326 0.0330023 0.0937756
internal_count=4034 760 178 77 101 54 582 109 473 133 58 340 332 3274 76 3198 3158 236 189 46 47 327 290 214 203 197 100 40 125 65
is_linear=0
shrinkage=0.1


Tree=365
num_leaves=31
num_cat=0
split_feature=3 3 2 3 2 3 4 1 2 4 1 2 4 3 2 2 3 2 3 0 3 2 1 1 3 1 0 1 0 1
split_gain=0.00656651 0.0590375 0.0185654 0.10796 0.0556156 0.0327924 0.112014 0.0269709 0.0210938 0.0262317 0.0892314 0.0982716 0.0247266 0.0215396 0.0183108 0.0178225 0.0678392 0.063552 0.088453 0.0619582 0.0526158 0.037426 0.0948291 0.117679 0.0825016 0.0746265 0.0550919 0.0453607 0.0611177 0.032835
threshold=0.10507500000000002 0.10661000000000002 -0.16048499999999999 0.12201500000000003 -0.098419999999999994 0.11002000000000002 41.646178195200001 61.923256118600001 0.10957500000000002 40.206947806850003 62.00390986255001 -0.026144999999999998 41.436838994450007 0.12746000000000005 0.25988000000000006 -0.30094499999999996 0.10065000000000003 -0.58287999999999995 0.096010000000000026 99.994511703900017 0.092465000000000033 -0.14831999999999998 62.030794443850006 63.705703859100005 0.085035000000000013 57.576019321700009 85.877418060900013 70.206395618550019 94.354126546200021 72.01572794030001
decision_type=2 2 2 2 2 2 2 2 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 -4 6 -6 -7 9 10 -9 -12 -11 -14 -10 16 17 18 20 -19 -1 22 25 -24 26 -17 -25 -26 -29 -28
right_child=1 2 4 -5 5 7 -8 8 14 12 11 -13 13 -15 -16 21 -18 19 -20 -21 -22 -23 23 24 27 -27 29 28 -30 -31
leaf_value=0.0073907833078446748 -0.028840358110374845 0.078993238355372516 -0.026773731675615961 -0.026675400563458213 0.064534017380708505 0.012894242890754571 -0.0076362595622902242 0.0038743358101022496 0.030639197328310178 0.0050913821405643407 -0.10614465905442286 0.0057005202738305309 -0.000374412893833165 -0.016681721138646324 0.00032393308871471905 0.0042605763916781737 -0.10333248137849174 -0.071942447496913794 0.085753254229495118 0.054745698356517637 -0.050277044407737698 0.00040478887125873362 0.10089613164377315 0.078917590735695431 0.080057570923210891 -0.10147728075092011 -0.10180556808108537 0.098444973971853783 -0.079974424883938994 0.025594025715006508
leaf_weight=0.74458687672949408 0.77381840295055226 0.17670479768093983 0.77682613069719408 0.21351920574034011 0.3405031941508686 1.2205504324961092 0.58374385093338788 0.53588319569826115 0.31796757126810593 2.3984358919283295 0.20019920551028747 0.12929363857256249 1.6663776377190516 1.5760547773347184 0.53361321258307726 0.31508254148378501 0.074706867637985286 0.21664929991217208 0.12157205660423642 0.046973461066900257 0.20090548149755705 46.538809010952775 0.23069492132640335 0.028385290678194508 0.1525779408402741 0.084687109612914924 0.098197450716611456 0.030924506078008562 0.050636207524007659 0.025479372121257171
leaf_count=141 41 37 49 30 29 22 23 3 32 25 41 19 29 24 21 136 19 134 15 50 32 2454 25 18 11 148 72 4 52 298
internal_value=-1.26291e-05 -0.00216927 -0.000234951 0.0211744 -0.00104769 0.00105538 0.0189521 -0.000872835 -0.00315658 -0.00509368 -0.021305 -0.0622564 -0.00260667 -0.00830093 0.0116432 0.000491437 -0.010607 -0.00540122 0.0054611 -0.0493686 -0.00486292 0.000819426 0.0197998 0.0443854 0.0106291 -0.0181389 -0.0467232 0.0478767 -0.012325 -0.0755592
internal_weight=60.4044 11.4435 10.6697 0.390224 10.2794 9.50262 0.924247 8.57838 7.35783 6.50624 0.865376 0.329493 5.64087 3.24243 0.851581 48.9609 1.40539 1.33069 1.06706 0.263623 0.945492 47.5555 1.01667 0.616896 0.386201 0.39977 0.152062 0.234139 0.0815607 0.123677
internal_count=4034 425 384 67 317 268 52 216 194 141 63 60 78 53 53 3609 391 372 188 184 173 3218 764 480 455 284 388 67 56 370
is_linear=0
shrinkage=0.1


Tree=366
num_leaves=31
num_cat=0
split_feature=1 4 0 0 4 4 2 3 3 2 0 0 0 1 1 2 1 0 0 3 3 3 3 0 0 3 1 0 1 1
split_gain=0.00721588 0.0260073 0.0699948 0.129446 0.0883758 0.156909 0.0942318 0.0686323 0.118759 0.0660522 0.0881765 0.0737039 0.0465513 0.0303688 0.0258715 0.0699257 0.0333156 0.0236994 0.0728783 0.0823634 0.0574267 0.0211223 0.037349 0.0398786 0.0171785 0.0139904 0.0126228 0.0169193 0.0411631 0.076728
threshold=61.987779113750001 40.563919884450009 85.764502819450016 86.479632682150012 41.571132012400007 41.385032804600009 -0.082334999999999992 0.092075000000000032 0.086955000000000018 -0.037054999999999998 86.20003303655001 85.667718326750006 85.812895065800021 58.167480110400007 62.009286778800011 -0.071864999999999998 62.020040611300011 85.812895065800021 85.667718326750006 -0.16320999999999999 0.096515000000000031 1.0000000180025095e-35 -0.5351999999999999 71.332859575200004 76.451683855550016 0.088350000000000026 62.025417527550012 87.009258933850006 64.665483411650015 62.55235532115001
decision_type=2 2 2 2 2 2 2 2 2 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 -4 5 13 21 8 9 10 11 24 -9 -3 15 25 -16 18 19 -18 -20 22 -6 -24 -1 -2 -19 -28 29 -29
right_child=14 2 3 -5 6 -7 -8 12 -10 -11 -12 -13 -14 -15 16 -17 17 26 20 -21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.10009827386118397 0.0072550246461685133 0.034547422489998585 -0.034578508526273054 0.0013765042404958027 0.030867396274112183 0.096115176720360976 -0.091814195465395154 0.0011090624229744218 -0.10450283832584151 0.065627776209626912 0.0053596724457463775 -0.10581246256662565 0.023706070340630884 -0.10162704769309683 -0.015379456863281297 0.03015503206247307 0.0077446624981950974 0.008947966225083091 0.010306790499343054 -0.091463516945960194 0.078449126024646765 0.015609288251614084 -0.0075959034229791866 -0.10219520731867178 0.036145900989397385 -0.0081902793380735708 -0.0036613170708148257 0.0025683063024229832 -0.00096621613204882586 0.030310971061605171
leaf_weight=0.010894631567395896 1.1334177808184911 0.022703876038576598 1.7396943105413809 2.3591899088351056 0.11107244144199013 0.25003500811271806 0.10529200479496137 2.7796956915317423 0.14422594483346529 0.11066848244808902 0.53599993139505386 0.16148818249348551 1.3565639462321994 0.058769279756234027 1.3879503494938479 1.0649994298582885 0.53296400920090292 1.5154833390843112 0.25466521501948591 0.099270406009437151 0.24044138262979686 0.80866719202276727 0.12274974990017995 0.069959327381639014 0.061469281527024577 1.2152691376832079 11.244102124299387 4.9541006126673919 24.569006702120596 1.2480610331986097
leaf_count=119 21 21 44 34 21 11 141 63 22 17 5 8 18 72 40 26 23 22 30 166 17 46 66 33 19 29 265 82 2466 87
internal_value=-1.04953e-05 -0.0023511 -0.00703995 -0.0138839 0.0110673 0.0568432 -0.00139436 0.00278031 -0.0203879 -0.00661021 -0.0169946 -0.0682317 0.00852018 -0.0636797 0.000501031 0.00890084 -0.000121701 0.000352503 0.0146674 -0.00783253 0.0433991 0.00716378 -0.0153182 -0.0419384 0.0156339 -0.000736761 -1.82195e-05 -0.000341628 0.00087142 0.00815096
internal_weight=60.2689 10.8091 5.64813 4.09888 1.54925 0.331508 1.21774 5.16101 1.02475 0.880521 0.769852 0.233852 4.13626 0.0814732 49.4597 3.41369 46.046 44.6581 1.12734 0.632234 0.495107 1.11245 0.303782 0.192709 0.0723639 2.34869 43.5308 42.0153 30.7712 6.20216
internal_count=4034 760 489 78 411 104 307 271 190 168 151 146 81 93 3274 76 3198 3158 236 189 47 166 120 99 138 50 2922 2900 2635 169
is_linear=0
shrinkage=0.1


Tree=367
num_leaves=31
num_cat=0
split_feature=3 3 4 3 0 2 1 4 1 1 0 2 0 4 0 0 0 3 1 2 0 0 2 2 2 0 2 2 4 0
split_gain=0.00714779 0.136955 0.0855521 0.0660771 0.0864725 0.0273069 0.0364515 0.022022 0.0671228 0.13862 0.105235 0.0519693 0.0823469 0.0603381 0.0368797 0.0228568 0.0294482 0.0199241 0.108414 0.023219 0.0566022 0.0173063 0.142247 0.0324037 0.0548537 0.0191634 0.0161768 0.149355 0.0147401 0.0123971
threshold=0.078905000000000017 0.077080000000000023 39.749124837650008 0.079355000000000023 87.638358136350021 -0.11963999999999998 65.907551067950024 41.770271989050009 62.014663695050011 61.987779113750001 86.479632682150012 -0.018034999999999999 85.963448721100022 41.646178195200001 85.121961326250016 77.693751511800016 76.451683855550016 0.079605000000000023 72.752365468100024 -0.018034999999999999 92.805574663100018 96.959242474650011 -0.039434999999999998 -0.053159999999999992 -0.58287999999999995 86.256490657300006 0.066710000000000019 -0.078504999999999991 38.903925214650009 86.692020874450009
decision_type=2 2 2 2 2 2 2 2 2 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 -2 6 -4 8 9 10 11 12 13 14 15 16 -1 18 19 20 -5 25 23 24 -23 -10 27 29 -27 -9
right_child=3 2 5 17 -6 -7 -8 26 21 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.1001771839716203 -0.10660281972986015 -0.070677392742754683 0.10022001207708586 0.099591404739461639 -0.014288656061496173 0.095579543241606266 -0.10109075306130662 -0.013706947746121766 -0.0079846687999172491 0.10121247756735528 0.10055826586222079 0.072807181361414439 -0.10339941856701002 -0.10328196561119901 0.10132433073268179 -0.10069221454231302 0.097513494771540796 -0.0003016463240896744 -0.0087955477072766217 0.10073102954687284 -0.101858327216658 0.09014988962005277 -0.11430718315699867 0.013978322261261451 -0.082532399125420472 -0.0041863984465696832 0.0091317660408182007 -0.1046443435436033 0.01070603354648102 0.0014304003926838389
leaf_weight=0.011059776709714697 0.12581648456398653 0.040604977559994704 0.018551509361714125 0.038505914810230024 0.52439441024794675 0.25774106102198857 0.017459958821619992 0.8254649899265315 1.2512968631175772 0.20901727884483989 0.083346039056777954 0.045679221995206798 0.12177144642919302 0.036740541996550746 0.056313152424991131 0.01954713165469002 0.023643203301617177 49.410459303528263 0.48383431225205698 0.14103769650682707 0.021869006282940973 0.023413906851775024 0.11888278428023136 0.56473008915781975 0.08582533557917249 0.9221091279323449 0.53676103817901566 0.15640817028517506 2.380054200610175 1.5701126924571971
leaf_count=162 10 26 7 54 105 42 120 164 33 10 5 30 8 3 2 10 5 2533 15 12 6 44 94 3 79 58 39 126 42 187
internal_value=-9.20124e-06 0.00252737 0.0653765 -0.000477894 -0.0321515 0.084183 0.00261561 0.000203364 0.00375804 0.0352676 0.000644106 -0.0258129 -0.042555 0.00774323 0.0446373 -0.0142055 0.0345098 -6.67898e-05 0.0168678 0.0785164 0.0266223 0.000179871 -0.013455 0.00433457 -0.0455204 0.00255398 -0.00664812 -0.00996712 0.00654741 -0.00378561
internal_weight=60.1225 9.37653 0.334358 50.7459 0.650211 0.293753 0.0360115 9.04218 5.95343 0.607118 0.398101 0.314754 0.269075 0.147304 0.110563 0.0542501 0.034703 50.0957 0.685247 0.201413 0.0603749 5.34631 0.792852 0.673969 0.109239 4.55346 3.08875 2.55199 3.30216 2.39558
internal_count=4034 1299 195 2735 115 169 127 1104 588 235 225 220 190 182 179 177 167 2620 87 72 60 353 220 126 123 133 516 477 100 351
is_linear=0
shrinkage=0.1


Tree=368
num_leaves=31
num_cat=0
split_feature=3 3 4 3 0 0 0 2 4 4 3 0 2 4 1 1 0 4 2 2 2 2 3 1 2 0 4 1 0 1
split_gain=0.00588629 0.122078 0.0761547 0.0544098 0.0817985 0.0255242 0.0581325 0.0202776 0.0610846 0.028185 0.0566186 0.0549011 0.0607581 0.0220076 0.0618528 0.121601 0.094561 0.0333251 0.0489131 0.028072 0.0178254 0.017049 0.0167629 0.0988483 0.0210096 0.0511468 0.015374 0.0359841 0.0150104 0.0229726
threshold=0.078905000000000017 0.077080000000000023 39.749124837650008 0.079355000000000023 87.638358136350021 96.959242474650011 102.21786657775002 0.11704500000000002 40.098777110850008 37.52517992975001 -0.067029999999999992 95.262825394300009 -0.073609999999999995 41.770271989050009 62.014663695050011 61.987779113750001 86.479632682150012 40.94178426300001 -0.10623499999999998 -0.13734499999999997 -0.23997499999999999 -0.102645 0.079605000000000023 72.752365468100024 -0.018034999999999999 92.805574663100018 41.243661560350013 74.739136026450012 71.249517373150013 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 7 -3 4 -2 -4 -7 9 -9 10 11 12 20 14 15 16 17 18 19 -11 -1 -16 23 24 25 -5 27 -23 29 -15
right_child=3 2 5 22 -6 6 -8 8 -10 13 -12 -13 -14 28 21 -17 -18 -19 -20 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.070056792152132716 -0.1059522152562466 -0.066733221816690447 0.10008121951782958 0.099493833505039084 -0.012736266824777652 -0.10090571470105575 0.099737662691264065 0.071620271351619511 -0.07222762736837858 -0.10039287153431101 -0.10442500786040672 -0.103186206734076 0.063075465293485761 -0.10164293773269767 0.011240966103126851 0.10108984240771253 0.10050485661801847 0.0068919661609905926 -0.1030352357883533 0.089710005378946481 -0.1011145177818865 -0.024405552569406724 -0.0002714415392931778 -0.0078675220071604875 0.10066101640056094 -0.1016784210013922 0.0071497654356207432 0.0011835777728449245 -0.005032823857220349 0.0031597399766496257
leaf_weight=0.0072342405155723091 0.11450684641022491 0.038801488084220348 0.20644743242860386 0.034874104560003616 0.52921055009040785 0.02262341591722361 0.039920658943275455 0.11831273527502695 0.039335186266526989 0.011051365699131566 0.077416038829467904 0.04356833351544509 0.11240778490900993 0.040838446284709895 1.1960846412821409 0.18934443710350024 0.075452649965882301 0.14421740021816731 0.090301222277046622 0.026143371942453086 0.038258135510542246 0.79854944931139549 49.417387780734799 0.48665730251836692 0.12770043284399335 0.019821124318696093 1.1435266847533965 1.7623307698582946 2.9825647334193555 0.042872593272477388
leaf_count=10 10 26 45 54 105 16 108 75 48 68 22 53 9 123 80 10 5 32 10 4 118 36 2533 15 12 6 14 27 350 10
internal_value=-6.88131e-06 0.00231342 0.0642345 -0.000429849 -0.0293179 0.0831263 0.027161 0.000181509 0.0357284 -0.00045659 -0.0317382 -0.00380766 0.0236132 0.000569363 0.00438985 0.0366251 0.00146597 -0.0260363 -0.0632833 0.0332263 -0.0738947 0.000860712 -5.85764e-05 0.015664 0.0784494 0.0265906 -0.00249088 -0.00679578 -0.00620499 -0.0479683
internal_weight=59.9778 9.2476 0.307793 50.7302 0.643717 0.268992 0.0625441 8.93981 0.157648 8.78216 0.278885 0.201468 0.1579 8.50328 5.437 0.53651 0.347166 0.271713 0.127496 0.0371947 0.0454924 4.90049 50.0864 0.669053 0.182396 0.0546952 3.70441 2.56088 3.06628 0.083711
internal_count=4034 1299 195 2735 115 169 124 1104 123 981 212 190 137 769 286 129 119 114 82 72 128 157 2620 87 72 60 77 63 483 133
is_linear=0
shrinkage=0.1


Tree=369
num_leaves=31
num_cat=0
split_feature=2 2 4 4 2 4 2 1 1 0 3 3 4 3 3 3 2 4 0 3 3 3 3 3 4 4 1 0 4 1
split_gain=0.00523675 0.0799257 0.0417392 0.056556 0.034628 0.0346225 0.0296043 0.057989 0.0878343 0.0736997 0.0735946 0.0577354 0.0475842 0.0283987 0.0279645 0.0270335 0.0270058 0.0810156 0.0420231 0.0313065 0.0273928 0.0266932 0.0247057 0.0761029 0.0227253 0.0539705 0.0226005 0.0172802 0.0154946 0.0151161
threshold=-0.50001499999999999 -0.58287999999999995 39.792680591700012 40.523311941050004 -0.59681499999999998 49.283271594150008 -0.16276499999999997 62.020040611300011 62.272755675600003 83.503509531750026 0.089505000000000015 0.096885000000000013 47.927946529500012 0.085035000000000013 1.0000000180025095e-35 -0.11012 -0.23349 48.96897326980001 71.249517373150013 -0.23921499999999998 -0.16320999999999999 0.083950000000000011 0.096010000000000026 0.088145000000000015 40.636252116050009 41.827117825850003 78.285212300550015 101.18549865570002 36.010074051050005 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 26 -4 24 13 7 9 -9 14 12 -12 -10 21 15 16 17 18 29 -18 -21 -3 23 -6 -5 -26 28 -28 -1 -2
right_child=6 5 3 4 22 -7 -8 8 10 -11 11 -13 -14 -15 -16 -17 19 -19 -20 20 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.028927109290151787 -0.10148200868459556 -0.10028343022279758 0.058840315543993049 0.0040382967440775203 0.089555907573801316 0.034140728247883771 -0.00014313953456891797 0.10071576298607617 -0.086964586932793519 -0.10124715847526572 0.093349253636329899 -0.0057969184443438767 0.022200108651725281 -0.10285843475504847 0.089258953811608116 -0.10100618612484409 0.099206301260438487 -0.10172686187896091 0.091344977833719129 -0.1015290710469634 0.093761649653282653 0.10049014254913416 0.089845458661062208 -0.1014768885686755 -0.082535556334604604 0.0048027727347857508 0.075249681633032445 -0.061473299388378512 -0.10131978287413082 0.025856672061298797
leaf_weight=0.056211127603773892 0.020139603025512542 0.012065351748604125 0.19377995051877384 0.51670949533581711 0.048943573114513805 0.029136876240954734 57.416758620026854 0.16063285028385721 0.090530537268673328 0.074738716565661889 0.13020975198151064 0.10699796724975386 0.071439302812137839 0.13538842025599251 0.038341436760219949 0.025019667420003056 0.054523115005792988 0.065746675711125135 0.062557019123687496 0.018903325311839581 0.011583836376757972 0.014677745290100574 0.065440176534593775 0.036335603901989089 0.11950517445086462 0.17343694815147614 0.023323417990468442 0.015313584490909804 0.062372478208544635 0.017355863295392737
leaf_count=14 28 78 19 3 41 6 3107 18 145 20 17 32 28 81 18 60 25 11 29 3 70 1 12 12 13 40 4 54 26 19
internal_value=-3.70519e-06 -0.00583256 0.00297538 0.00956003 -0.000383557 -0.0662215 0.000146361 0.017667 0.0382737 -0.011995 0.0131464 0.0486271 -0.0388158 -0.0842577 0.0092374 -0.00188594 0.00800186 -0.0154945 0.0411707 0.0538278 -0.0273268 0.00990962 0.0436272 0.00816098 -0.00857631 -0.0308267 -0.0453623 0.0210602 -0.0670041 -0.0425396
internal_weight=59.8681 1.50264 1.31137 1.15415 0.960371 0.191268 58.3655 0.94872 0.55981 0.388909 0.399178 0.237208 0.16197 0.162132 0.314171 0.275829 0.250809 0.165799 0.100052 0.0850103 0.0304872 0.0267431 0.150719 0.0852792 0.809652 0.292942 0.157221 0.038637 0.118584 0.0374955
internal_count=4034 404 238 140 121 166 3630 523 240 283 222 49 173 160 263 245 185 87 76 98 73 79 65 53 56 53 98 58 40 47
is_linear=0
shrinkage=0.1


Tree=370
num_leaves=31
num_cat=0
split_feature=1 4 3 4 2 3 3 3 0 4 3 3 2 3 1 2 0 1 3 2 1 1 0 3 4 4 1 4 1 0
split_gain=0.00526981 0.0224334 0.143342 0.115823 0.0811845 0.0366575 0.0300883 0.0652046 0.077642 0.0471111 0.0588863 0.0416827 0.0340758 0.0713075 0.0490947 0.0202513 0.0191261 0.0177639 0.0574213 0.111046 0.0284785 0.0221222 0.0461354 0.0445418 0.0438334 0.0426388 0.0451333 0.0374573 0.0257733 0.0265892
threshold=61.987779113750001 42.488347682450005 0.09062000000000002 41.770271989050009 -0.091919999999999988 0.089505000000000015 0.091645000000000018 0.082935000000000023 86.479632682150012 40.467253020850002 0.10249000000000003 0.086520000000000027 -0.037054999999999998 -0.083619999999999986 58.167480110400007 -1.0000000180025095e-35 85.861287312150012 62.009286778800011 0.10507500000000002 -0.077085000000000001 62.020040611300011 62.052302108850007 85.764502819450016 0.085820000000000021 42.686561923500008 42.719328117250008 64.307918480350011 41.919251152600005 62.068432857650002 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 3 -3 6 -5 -6 7 8 12 10 -8 -9 13 14 -1 -12 -11 18 19 -2 -19 23 24 -22 -23 -26 -27 -25 -24 -30
right_child=17 2 -4 4 5 -7 9 11 -10 16 15 -13 -14 -15 -16 -17 -18 20 -20 -21 21 22 28 27 25 26 -28 -29 29 -31
leaf_value=0.04970030253947208 0.0026872243124700292 -0.0027214695571012104 0.08495107849334331 0.010509939121370196 -0.038495415378646203 -0.10813467661835514 0.031937782030627811 -0.091887024898718042 0.10044468529060165 0.00024954575619314575 0.010412080110817176 -0.024821183698203006 0.049732916741627241 3.8135713470496896e-05 -0.10280598394368322 -0.0089370083794134032 -0.013431732835600604 -0.014194446918752211 -0.0065702674509520061 0.056084816694618123 -0.016696625235332989 -0.10309215506683185 -0.01306585886561315 0.017496015466699457 0.10045998840754522 -0.10057744814066183 0.067030087713994005 -0.0033515640861956977 0.013882490804884719 -0.0001838443041151016
leaf_weight=0.025366423906800661 1.2266811759800473 1.429864401790552 0.21445648982808041 0.13972084789565997 0.12396841189115626 0.19368597280072208 0.90541815880533283 0.14398224309570651 0.070511220954358578 2.3019467622452794 1.1877374839386907 0.26005548059242756 0.088160111191881163 0.57121358392032562 0.1257563827627024 0.99327237531542745 1.8374529161956159 1.3866486877238902 1.5624214545387074 0.57062669395236243 0.68468278847887987 0.084876413427081299 1.4921548281563435 2.728809018619359 0.027565818279981613 0.048939783508103574 0.023917893004337998 1.2596797371370483 1.3949734524503572 36.652383717395786
leaf_count=64 34 235 22 15 34 19 31 18 6 29 36 40 38 20 115 10 28 40 18 24 26 76 28 34 2 36 79 50 64 2763
internal_value=-3.53767e-06 -0.00202437 0.00871301 -0.00399306 -0.0530154 -0.0809571 -0.00135859 -0.0154579 -0.000203255 0.00114883 0.0104998 -0.0487207 -0.00895938 -0.0161227 -0.0772073 0.00160015 -0.00582349 0.000432854 0.00745129 0.0196404 -8.21668e-05 0.000358591 -0.000407019 0.00686675 -0.0501881 -0.0054744 -0.0455548 0.0109117 -0.000173723 0.000331886
internal_weight=59.7569 10.6126 1.64432 8.96825 0.457375 0.317654 8.51087 1.28505 0.881008 7.22583 3.08643 0.404038 0.810497 0.722336 0.151123 2.18101 4.1394 49.1444 3.35973 1.79731 45.7846 44.398 39.7248 4.67317 0.1853 0.100423 0.0728577 3.98849 39.5395 38.0474
internal_count=4034 760 257 503 68 53 435 301 243 134 77 58 237 199 179 46 57 3274 76 58 3198 3158 3048 110 193 117 115 84 2855 2827
is_linear=0
shrinkage=0.1


Tree=371
num_leaves=31
num_cat=0
split_feature=3 3 4 3 0 0 0 2 4 0 2 4 1 1 4 0 2 2 0 0 2 0 4 1 2 2 3 2 4 4
split_gain=0.00603018 0.107272 0.0697303 0.0434645 0.0602095 0.0230863 0.0525693 0.0179314 0.0352744 0.0202153 0.124614 0.0254235 0.0689552 0.0736088 0.0614129 0.0590005 0.0593227 0.0504129 0.0261123 0.0599378 0.0352247 0.0271961 0.0352292 0.0223371 0.0192683 0.0152648 0.0505452 0.0152713 0.0143661 0.120069
threshold=0.078905000000000017 0.077080000000000023 39.749124837650008 0.079355000000000023 89.415428960600011 96.959242474650011 102.21786657775002 -0.2351 48.96897326980001 96.959242474650011 -0.039434999999999998 41.605323437500005 62.014663695050011 61.987779113750001 41.385032804600009 86.643628628100018 -0.018034999999999999 -0.11572 86.420486603250012 71.332859575200004 -0.23349 71.249517373150013 48.86568841230001 61.998532946250002 -0.13734499999999997 -0.039434999999999998 -0.09053499999999999 -0.073609999999999995 41.535369675400013 41.571132012400007
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -4 -7 8 -1 11 -11 12 13 14 15 16 17 24 19 20 -13 22 -22 -21 -9 27 -27 -14 -5 -30
right_child=3 2 5 28 -6 6 -8 9 -10 10 -12 18 25 -15 -16 -17 -18 -19 -20 23 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.050460249980307827 -0.094516401782387516 -0.063268348261649246 0.099689047611713932 -0.001341591644124169 -0.012506833708890015 -0.10081599481374233 0.099304987756322627 -0.10007822677098827 -0.064139313964159936 0.0012774707269191847 -0.11234594307199595 -0.040915937141329212 0.0036409513239677015 0.10099941857722697 0.098590426403655701 0.10042498164096302 0.068121858629016929 -0.10237903790930436 -0.0028128640991918557 -0.10241906446348903 0.091798479826576393 0.10084902345462748 -0.10175960503101703 -0.013081310763466039 0.087393984569993755 0.043750086669100879 -0.0029019757835119834 -0.010441126720476869 0.064884970714816803 0.0011180008468353647
leaf_weight=0.15704355830954142 0.10779831325635214 0.037790403646433712 0.18693704878160133 32.481315971030917 0.52806769404676146 0.020565124568747706 0.03628965974113818 0.0071507949616862456 0.032400733674876392 0.63818349837560717 0.11372317714578262 0.077441292443836907 2.230816518490176 0.1483309082195774 0.065409843913585064 0.038217431865632534 0.041276416824982065 0.10337690054439008 2.6897403725575373 0.10991176884584775 0.017542626903093606 0.049166111275553703 0.020266793668270111 0.037548012060995006 0.023497497080825269 0.34764016876761161 0.69962402884993913 1.176088060019538 0.30046652111923577 17.116386327441539
leaf_count=224 18 26 45 1368 97 16 108 155 5 153 137 28 50 8 8 3 20 11 70 44 73 2 2 36 4 38 20 13 10 1242
internal_value=-3.32168e-06 0.00236546 0.0631258 -0.000430164 -0.0264099 0.0827182 0.0269186 0.000426628 0.0308602 -0.000241062 -0.0159077 0.00125326 0.00570649 0.0440814 0.0138131 -0.0121578 -0.0367019 -0.068985 -0.00598887 -0.0333799 0.00813674 0.0518123 -0.0119535 -0.0796708 0.0436534 0.00202543 0.0125842 -0.00122028 -9.90971e-05 0.00221808
internal_weight=59.64 9.10598 0.281582 50.534 0.635866 0.243792 0.0568548 8.8244 0.189444 8.63495 0.751907 7.88305 4.88143 0.42726 0.278929 0.213519 0.175302 0.134025 3.00162 0.311877 0.164417 0.0869755 0.0378094 0.14746 0.0306483 4.45417 1.04726 3.4069 49.8982 17.4169
internal_count=4034 1299 195 2735 115 169 124 1104 229 875 290 585 330 209 201 193 190 170 255 185 105 77 75 80 159 121 58 63 2620 1252
is_linear=0
shrinkage=0.1


Tree=372
num_leaves=31
num_cat=0
split_feature=1 1 2 1 0 4 2 3 0 4 4 3 3 4 4 0 0 2 2 3 0 3 4 3 3 1 4 0 1 3
split_gain=0.00600558 0.0726472 0.0357102 0.0384364 0.0251541 0.0250596 0.0193919 0.0454621 0.0340373 0.0192537 0.0188788 0.0171975 0.0171901 0.0117599 0.0113261 0.00777921 0.0647847 0.0454219 0.0686671 0.111053 0.0445872 0.0316493 0.0180988 0.0135713 0.0143696 0.012564 0.0507545 0.09628 0.0177221 0.0245391
threshold=60.613977009100005 58.167480110400007 -0.43644499999999997 57.041016153700006 71.332859575200004 35.419594101850009 -0.23349 -0.23921499999999998 71.249517373150013 48.86568841230001 44.952171034750002 -0.22900999999999999 0.07772500000000003 41.827117825850003 37.311503175250003 85.764502819450016 85.732241321850012 -0.08786999999999999 -0.13125999999999996 0.079220000000000027 85.121961326250016 0.09062000000000002 50.205949521800008 0.092075000000000032 0.089165000000000022 61.987779113750001 40.583589072600013 86.479632682150012 62.009286778800011 0.10507500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 7 -4 9 10 -8 -9 -13 -5 -6 16 17 18 20 -20 21 22 -2 24 -19 26 -17 -28 29 -27
right_child=15 5 3 13 14 -7 8 11 -10 -11 -12 12 -14 -15 -16 25 -18 23 19 -21 -22 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=-0.10120535223922485 -0.10028928049662854 0.011605282290198079 -0.1011584654731283 0.078459356205554498 0.032938816416605343 -0.1020663322624499 -0.10021584426575386 0.10040388062918218 0.10076760900521663 -0.10158938694856978 0.097818054373452257 -0.10038059127293586 0.071335857851971038 0.026418552217849924 -0.10043737047989472 0.0055051793300227529 0.050718231995078161 0.0063193509983156641 0.051080600505114426 -0.093734839884758211 -0.059965521068085552 0.099982326005181532 0.10021499431401507 0.01047835275101628 -0.014686453424132946 0.015843133156257773 -0.029563910600196332 0.0016326418795027402 -0.00013828879068047232 -0.0017121834590834305
leaf_weight=0.027456483570858836 0.014781974462725556 0.024312833214139573 0.042652764116724029 0.085137173769908259 0.0076766012443840728 0.095863888067754033 0.0069782026932462262 0.024083648808300495 0.044521452859044075 0.018367315642535686 0.015520803310209885 0.012447027588223136 0.010965878027491271 0.088622818846488371 0.037315769537144661 3.1077217507408923 0.28047073155175883 0.74931368379651819 0.070378880767748453 0.21388503091566236 0.038941996404901147 0.070511741606424039 0.0064735128544270984 1.8294924792539857 0.57599738149565383 1.6895685493946069 1.7060933643660972 2.3546431345166638 44.786346738707159 1.5059228050522504
leaf_count=6 175 35 30 26 28 63 99 2 2 2 4 39 6 16 75 39 15 89 13 80 12 14 1 65 17 35 44 34 2957 11
internal_value=-1.18975e-06 -0.0104803 0.00906427 0.0167429 -0.0109715 -0.0790695 0.00612696 -0.0262207 0.0402784 -0.025621 0.0363966 0.0410748 -0.0199539 0.051917 -0.0776807 9.50611e-05 0.00444086 0.00080493 -0.0302971 -0.057881 0.029692 0.0677388 -0.0392242 0.00489599 -0.00281004 -0.000208335 -0.00411329 -0.0114744 0.000375063 0.00756993
internal_weight=59.5425 0.541923 0.421746 0.394289 0.220529 0.120177 0.175537 0.0901493 0.0853878 0.0408663 0.022499 0.0474966 0.0234129 0.17376 0.0449924 59.0005 3.85025 3.56978 0.414973 0.284264 0.130709 0.0917672 0.0212555 3.1548 1.32531 55.1503 7.16846 4.06074 47.9818 3.19549
internal_count=4034 433 335 329 287 98 184 77 107 105 103 47 45 42 103 3601 481 466 295 93 202 190 176 171 106 3120 117 78 3003 46
is_linear=0
shrinkage=0.1


Tree=373
num_leaves=31
num_cat=0
split_feature=1 1 2 1 4 0 2 3 0 4 4 4 3 3 4 0 0 2 3 2 1 4 3 1 4 0 2 0 2 3
split_gain=0.00532525 0.064208 0.0320066 0.0321976 0.0239458 0.0223856 0.0174985 0.041017 0.0307847 0.0173874 0.0170185 0.0162965 0.0156424 0.015288 0.0123328 0.0063515 0.0540077 0.0393714 0.0612631 0.104876 0.0583244 0.0273078 0.0201569 0.01617 0.0153155 0.011322 0.0439219 0.0320011 0.0142291 0.077064
threshold=60.613977009100005 58.167480110400007 -0.43644499999999997 57.041016153700006 35.419594101850009 71.332859575200004 -0.23349 -0.23921499999999998 71.249517373150013 48.86568841230001 44.952171034750002 42.066503896600004 -0.22900999999999999 0.07772500000000003 36.257608591500009 85.764502819450016 85.732241321850012 -0.08786999999999999 -0.046510000000000003 -0.13125999999999996 61.778079379550007 44.756878345700009 -0.083619999999999986 61.622148808000013 50.205949521800008 85.995710218650018 -0.073609999999999995 86.054856297550018 -0.63113999999999992 0.097450000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 6 7 -4 9 10 -8 -5 -9 -14 -7 16 17 18 22 20 -20 -22 24 -21 -2 26 -17 -27 29 -29
right_child=15 4 3 11 -6 14 8 12 -10 -11 -12 -13 13 -15 -16 25 -18 -19 19 23 21 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-0.10108988472496379 -0.10032897999124886 0.010459218993276363 -0.10104739313275411 0.077721066801944572 -0.10186831696819132 0.048101423554825419 -0.10019529602964478 0.10036530072468418 0.10069405497455564 -0.10143587395944842 0.097301834916546343 0.015358453502732098 -0.10034436465546211 0.067630294494653229 -0.10038663908673098 0.00085645112947548355 0.046823357409902018 0.0044213234812304162 0.10053687942267962 -0.040090150205133138 -0.10082292942499219 0.05974054275416249 0.098871623051518198 -0.10224193638538714 0.10019448738079691 0.019379871626169248 -0.018070558845710665 -0.10458840484915551 8.9355111697214087e-05 0.026850788989528945
leaf_weight=0.024870587745681405 0.010886985318988351 0.02428099913566939 0.038634080966602369 0.089094324202960706 0.086901263844367804 0.006668019659628043 0.0063153678820587747 0.021799737587571144 0.04031260684132576 0.016643306706100702 0.014114685603999533 0.079110887221759185 0.011266395410530095 0.010438338853418827 0.034707842587067717 4.6017140882904641 0.27378851338289667 3.1461636544084053 0.059501588511921666 0.056385655421763103 0.032042024118936752 0.015823153109522536 0.04367128551268773 0.16249608176940455 0.0058586145751178256 0.86586492252536018 1.6714034540091223 0.076354092912366833 47.812896155163948 0.10728234244652413
leaf_count=6 117 35 30 27 63 18 99 2 2 2 4 15 39 6 85 71 15 171 12 11 22 52 8 72 1 14 47 39 2935 14
internal_value=-1.93697e-06 -0.0102255 0.00871377 0.0161124 -0.0773372 -0.0109126 0.00608758 -0.0260597 0.0402092 -0.0255605 0.0362512 0.0483905 0.040533 -0.0195612 -0.0764567 8.56833e-05 0.00403636 0.000720435 -0.0293924 -0.0465216 0.0344317 -0.0477442 0.0631044 -0.0862311 -0.0301739 -0.000187076 -0.00418644 0.000326377 -1.73515e-05 -0.0278002
internal_weight=59.4473 0.505158 0.393976 0.369106 0.111182 0.2009 0.159525 0.0821386 0.077386 0.0370734 0.0204301 0.168205 0.0435045 0.0217047 0.0413759 58.9421 3.80662 3.53283 0.386665 0.326249 0.107367 0.0478652 0.0604169 0.218882 0.0167456 55.1355 6.27312 48.8624 47.9965 0.183636
internal_count=4034 433 335 329 98 287 184 77 107 105 103 42 47 45 103 3601 481 466 295 169 86 74 126 83 118 3120 118 3002 2988 53
is_linear=0
shrinkage=0.1


Tree=374
num_leaves=31
num_cat=0
split_feature=0 0 1 2 3 3 0 0 0 4 1 4 0 4 4 4 0 1 3 1 3 2 1 3 3 2 2 2 3 0
split_gain=0.0053067 0.0842362 0.038667 0.140696 0.0395244 0.0352878 0.0275081 0.0255376 0.0489241 0.0233645 0.0797902 0.0548606 0.0297876 0.0308417 0.084617 0.0725706 0.126666 0.038056 0.0449535 0.0680006 0.0408304 0.036113 0.0436379 0.0289336 0.0743514 0.0215893 0.0811218 0.0468388 0.0334063 0.0649958
threshold=87.350693116400024 87.638358136350021 62.240494178000013 -0.14259499999999997 0.099465000000000012 0.085335000000000022 85.877418060900013 85.963448721100022 85.861287312150012 39.664548207900005 61.950140699950005 40.137820134150012 85.812895065800021 41.942745071500006 42.434124620650003 41.385032804600009 85.705356740550016 62.116825104000007 0.087555000000000022 57.576019321700009 0.087795000000000026 -0.096529999999999991 62.084563606450011 0.093325000000000033 0.081280000000000019 -0.032369999999999996 -0.055334999999999995 -0.074349999999999986 0.10335500000000002 86.256490657300006
decision_type=2 2 2 2 2 2 2 2 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 6 -4 8 -5 10 23 -11 13 15 -15 -13 -17 18 19 -16 -20 -22 -23 24 -1 26 27 28 29 -14
right_child=1 -3 3 7 -6 -7 -8 -9 -10 11 -12 12 25 14 17 16 -18 -19 20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0015590536540481972 0.048379984290597637 0.00034106695279756145 0.055589788301476609 -0.10047166829080367 -0.024042227887956097 0.099821575639910565 -0.10109579205745545 -0.10563771894260827 0.10021983048451076 -0.016203870825694643 0.050079218162476707 0.0020854252034789075 0.017342973607596329 -0.10199766488325974 0.0088156846820174502 0.0064867131705438957 0.076448201140027747 -0.10072351439748968 0.10131297784634635 -0.10119579811852615 0.051002619903176408 -0.10057506565217796 0.050281758962044301 0.0081136925566705747 -0.091166754431147745 0.0060049603636432684 -0.025475726457930642 0.01545307320091671 -0.015213875524587951 -0.0040143421874153703
leaf_weight=0.56992760097206119 0.3695821289268818 29.547723583951477 0.027221334380220341 0.032489952843463565 0.093143810135416061 0.08413824370563816 0.01904333895072341 0.16910623278818093 0.019399792421609163 2.2976201283445361 0.39048352158163613 2.8490548698255256 1.6740224048844563 0.091414934259375857 0.2239298676526289 0.70428662957726806 0.40911393892019987 0.03439788883770234 0.073309445753693581 0.075007588776998091 0.10727795091224834 0.046288348699931703 0.032735719204538327 1.7862781413132323 0.11056035557112409 3.0154518453055053 1.4861677372973652 1.5548510238295428 1.8871539226383891 9.5759891355992277
leaf_count=139 32 2588 82 69 10 8 3 15 3 31 25 120 64 50 169 43 12 15 2 84 18 38 9 52 28 68 24 35 24 174
internal_value=-3.44186e-06 0.000934514 -0.000956609 -0.0302257 0.0257103 0.0612474 -0.0089047 -0.0868073 -0.02544 -0.000507868 0.00807785 -0.00144641 -2.41571e-05 0.00715976 -0.0124436 0.0105455 0.0321937 0.00136298 0.00764992 -0.0187877 0.0380923 0.0132152 -0.0380826 0.00142913 -0.0161178 -0.0017634 -0.00321134 -0.000959192 -0.00290167 -0.000836334
internal_weight=59.3572 29.9173 29.4399 0.444543 0.223547 0.130403 0.0462647 0.220996 0.0518897 28.9953 2.85725 26.1381 23.8405 4.64682 0.684362 3.96246 1.1134 0.592947 0.558549 0.298937 0.259611 0.186302 0.0790241 2.46677 0.680488 19.1936 16.1782 14.692 13.1372 11.25
internal_count=4034 2620 1414 190 103 93 85 87 72 1224 244 980 949 560 385 175 55 335 320 253 67 65 47 219 167 389 321 297 262 238
is_linear=0
shrinkage=0.1


Tree=375
num_leaves=31
num_cat=0
split_feature=4 2 3 2 2 3 2 3 3 1 2 1 1 0 3 4 4 2 2 2 2 4 4 4 1 2 3 0 0 1
split_gain=0.00522745 0.0199177 0.0224416 0.105837 0.148209 0.036351 0.0346811 0.0330591 0.114594 0.0891392 0.0799348 0.0886415 0.101731 0.0982332 0.075295 0.0731331 0.0565342 0.0317825 0.0393222 0.0230584 0.0157695 0.013958 0.0794993 0.0614356 0.0790334 0.0864915 0.0685484 0.0809965 0.0404382 0.107799
threshold=42.599563320500003 -0.60918499999999998 0.09450500000000002 -0.083424999999999985 -0.087234999999999993 0.096885000000000013 -0.14831999999999998 0.083745000000000028 0.082535000000000011 62.132955852800002 -0.083064999999999986 68.910558799650019 76.279622535200005 87.350693116400024 0.08092000000000002 48.457543166250012 43.426640904350009 -0.095854999999999996 -0.083424999999999985 -0.028049999999999999 -0.08262499999999999 41.535369675400013 41.481306584950012 41.605323437500005 61.977025281250008 -0.091919999999999988 0.087905000000000025 88.17067284620002 86.420486603250012 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=21 -2 7 4 5 -4 -7 8 14 17 11 13 -13 16 -3 -12 -11 -9 -19 -5 -20 22 -1 -23 25 -25 27 -27 29 -26
right_child=1 2 3 19 -6 6 -8 9 -10 10 15 12 -14 -15 -16 -17 -18 18 20 -21 -22 23 -24 24 28 26 -28 -29 -30 -31
leaf_value=0.00015056020239267512 0.066399557818783553 -0.00041300149032182706 0.036606430836533081 -0.022466807952973657 0.099489601767411409 0.0055741470536473459 -0.10225914058687149 0.016021580720814405 0.070762472270464102 -0.10965286399646422 -0.09836095142343701 -0.091939733985555563 0.039851073889574248 0.068298073241127508 -0.091469622862920374 0.040920165175226161 0.049213191297373157 -0.02867557443724152 0.013636879326364818 0.0055908749778681363 -0.0083967785565522302 0.039378182548583746 -0.031136218595832123 0.018506351104574232 0.0050183965959888326 -0.10168819484476224 -0.10654217099023178 0.10139547995370633 0.00077201539384509957 0.064052441987579672
leaf_weight=37.450164940930428 0.042131715404633563 3.5990615169739204 0.08011321175752073 0.55825567519991626 0.25554195907898236 0.057401510543058976 0.062083705532131717 0.67782309235190075 0.22522795047944999 0.06592475296929512 0.2755041444903692 0.21051993969376781 0.081148305819013444 0.17760312108293874 0.093162708406906769 0.043675311595876565 0.033928302844287828 0.6754037606187927 0.56431752443313643 0.61622345794219047 0.76536900093833493 0.45639456067783513 0.83016373413920419 0.15887814353345675 1.5711699222229061 0.037655884927061289 0.1925583578563419 0.041045520454645157 8.9651800841674554 0.3851455938796845
leaf_count=1979 15 758 9 27 9 20 20 24 29 5 144 58 27 20 104 14 54 33 3 40 48 31 31 18 60 42 23 1 332 56
internal_value=-2.49465e-06 -0.00219892 -0.00251588 0.00811893 0.0490569 -0.0155112 -0.0504553 -0.00483014 0.00151367 -0.011789 -0.0392457 -0.016781 -0.0552727 0.0236824 -0.00271055 -0.0793022 -0.055673 -0.00269815 -0.00902637 -0.00774556 0.000954282 0.000399199 -0.000527938 0.00340487 0.00195856 -0.0400864 -0.0744044 0.00422701 0.00361448 0.0166406
internal_weight=59.2488 9.16042 9.11829 1.62962 0.45514 0.199598 0.119485 7.48867 3.91745 3.57122 0.888304 0.569124 0.291668 0.277456 3.69222 0.319179 0.0998531 2.68291 2.00509 1.17448 1.32969 50.0884 38.2803 11.808 11.3516 0.430138 0.27126 0.0787014 10.9215 1.95632
internal_count=4034 1461 1446 125 58 49 40 1321 891 430 322 164 85 79 862 158 59 108 84 67 51 2573 2010 563 532 84 66 43 448 116
is_linear=0
shrinkage=0.1


Tree=376
num_leaves=31
num_cat=0
split_feature=3 3 4 4 2 3 0 3 3 3 4 3 2 4 2 1 4 1 1 1 3 4 2 0 4 4 3 1 2 0
split_gain=0.00661776 0.0418899 0.0299371 0.0251383 0.029071 0.0090847 0.00732592 0.00719576 0.0105953 0.0925177 0.0567847 0.035942 0.0311834 0.0272098 0.0237309 0.0259942 0.0180749 0.0837998 0.066798 0.0471116 0.039869 0.0298512 0.0207415 0.0170641 0.0264891 0.016793 0.0137687 0.0824688 0.0308356 0.0394501
threshold=-0.27628999999999998 -0.55648999999999993 33.708131650200009 48.86568841230001 -0.06828999999999999 -0.26533499999999993 86.643628628100018 -0.24947 0.078905000000000017 0.077080000000000023 39.749124837650008 0.079220000000000027 -0.23369999999999999 41.32819714970001 -0.11963999999999998 65.907551067950024 41.605323437500005 62.014663695050011 62.052302108850007 61.907125369850007 -0.083619999999999986 41.289992964000007 -0.054619999999999995 71.332859575200004 48.86568841230001 42.047301293400004 0.079605000000000023 72.752365468100024 -0.032369999999999996 92.805574663100018
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -7 9 12 -11 13 -9 -10 15 -12 17 19 23 20 -14 -21 -19 24 -18 -20 27 28 29 -13
right_child=5 2 -4 -5 -6 7 -8 8 11 10 14 26 16 -15 -16 -17 18 22 25 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10086178222847891 0.00076068182491482485 0.064387041736683179 -0.08022755531025523 0.065916918058325308 0.087518758744042316 -0.0066167306421633142 0.016510927661208284 0.049214503947555645 -0.062627101761136963 -0.056698926380297776 0.10012417310973942 0.072463309387817962 -0.10124121243674306 -0.012824615197804028 0.093806499691395775 -0.10081383599842608 0.091245391111920385 -0.014463223010652594 -0.017646527997183862 0.10047911905501075 0.055015357363042083 0.013700141612606584 0.0041936605273903364 -0.10226268524253296 -0.10126642275605335 0.0038138844026871128 -0.00029437677840902089 -0.0072502500681633419 0.099287508103479014 -0.10138511281169948
leaf_weight=0.024311963871866737 0.58283846474427636 0.01677349015663665 0.097658406817714649 0.065879875095561147 0.012355013241403867 1.6544709910159259 0.59863778262300116 0.13331859045704231 0.14325655648252578 0.034217365463074745 0.011953530018217862 0.03663414073525928 0.030422044296436468 0.4683947222523841 0.19382018422732017 0.013952859093004477 0.013104049700899512 0.77066349060188555 0.52842425129301762 0.16304376983988078 0.035248619558783445 0.052373120322954492 2.6274451031535477 0.089164818806636958 0.015723944350611418 1.1763548382308959 48.869381712339319 0.48970062739445375 0.12527279098867516 0.020277996132790577
leaf_count=37 30 32 100 7 22 46 80 157 19 26 7 56 47 64 42 120 41 62 24 82 8 4 111 45 4 165 2533 32 24 7
internal_value=-3.55469e-06 -0.0174356 -0.0590299 0.0289794 -0.0373866 6.06862e-05 0.00874112 -0.000117066 7.48162e-05 0.00408734 0.0631309 -0.000396356 0.00142665 -0.024489 0.0817916 -0.00809854 0.000268698 0.004303 -0.0078744 0.0567768 -0.0173708 0.079381 -3.75695e-05 -0.0806393 -0.0137583 -0.00283812 -9.89013e-05 0.0141189 0.0715579 0.0105205
internal_weight=59.0951 0.216979 0.114432 0.102547 0.036667 58.8781 1.18148 57.6966 56.0421 5.88923 0.253944 50.1529 5.63529 0.611651 0.219727 0.0259064 5.50197 3.6792 1.82277 0.281088 0.0656707 0.215417 3.39811 0.117993 0.028828 1.70478 49.5413 0.671886 0.182185 0.0569121
internal_count=4034 198 132 66 59 3836 110 3726 3680 945 195 2735 750 83 169 127 593 314 279 141 55 86 173 90 45 189 2652 119 87 63
is_linear=0
shrinkage=0.1


Tree=377
num_leaves=31
num_cat=0
split_feature=2 2 4 4 4 3 3 2 3 4 4 3 1 1 4 4 4 1 0 1 0 0 4 0 4 4 2 0 2 0
split_gain=0.00536409 0.0705047 0.0342452 0.0564281 0.0305645 0.0273539 0.0255495 0.0250525 0.0488242 0.0426699 0.0344219 0.0242206 0.0236242 0.0596551 0.0425434 0.0289676 0.0224613 0.0198087 0.0189347 0.0259093 0.0243829 0.023317 0.0172273 0.0145542 0.00775287 0.0510311 0.216747 0.0252603 0.0543518 0.0971585
threshold=-0.50001499999999999 -0.58287999999999995 39.792680591700012 40.316494640950005 49.283271594150008 0.096010000000000026 0.085035000000000013 -0.16276499999999997 0.088435000000000027 38.969453495950006 39.792680591700012 0.083950000000000011 62.030794443850006 64.184249406300026 48.226196960950006 47.927946529500012 48.96897326980001 78.285212300550015 86.479632682150012 75.634392583900009 100.69082235970002 101.28228314840001 35.419594101850009 101.18549865570002 39.685256516350002 39.896141435400004 -0.039434999999999998 85.812895065800021 -0.091919999999999988 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=1 2 17 -4 6 18 11 8 9 -2 -10 -3 14 -14 -11 -15 -16 22 -5 -20 -21 -22 -1 -19 -9 26 -26 28 29 -27
right_child=7 4 3 5 -6 -7 -8 24 10 12 -12 -13 13 15 16 -17 -18 23 19 20 21 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.021641716946694044 -0.086640093337705101 -0.10021499787421316 0.065857160729245912 0.0016869024144208493 0.030148519206450036 0.032382077520551826 -0.10259199764165086 0.0021726171251920277 0.0035163146667436165 -0.10070258008235114 0.071817303470544644 0.10044389886502506 0.10072637196491829 -0.10064003868049737 0.042161930863708195 0.019581697615316144 -0.02425522740974128 0.071503479335998432 -0.0063920363557312086 -0.10255646711334712 0.10045210231942714 -0.1002764210986553 -0.10110968535836161 -0.057014032591642463 -0.08294417934549192 -0.021142336743119612 0.01422572968930094 -0.00093981710234866667 0.0035545287235814989 0.081932474369793035
leaf_weight=0.050655081060199225 0.053665613991291106 0.010979498736538917 0.14751297645079808 0.5092581361241173 0.027963497515884228 0.19892102121229982 0.12204063364018225 11.887719922184514 0.11399716343390764 0.04418112813537789 0.20919011643673002 0.013305001892149448 0.07864662550855428 0.028874555858457995 0.097651262942235917 0.065522011570720906 0.10639689274103148 0.022142463305499405 0.15061624182635569 0.070817260857438669 0.013548706658184528 0.010101696096938895 0.059113998697057468 0.014636503364939379 0.37473696517895405 0.14697786192573437 0.59252733126279977 40.120517817072283 3.4394468163223726 0.24204894015565515
leaf_count=13 142 78 15 5 6 33 81 877 37 134 35 1 11 84 19 28 33 4 13 8 1 65 27 54 34 54 23 1767 334 18
internal_value=-8.25146e-07 -0.00606907 0.00225552 0.00830128 -0.0656454 -0.00060522 -0.0839521 0.000148938 0.0177428 -0.00266009 0.0477256 0.00972208 0.00803807 0.0364007 -0.0117338 -0.0171924 0.00753001 -0.0431564 -0.00930401 -0.032142 -0.0731968 0.0147158 -0.0644376 0.0203588 -9.82638e-05 -0.000699284 -0.0234198 -0.000199234 0.00756171 0.0429899
internal_weight=59.0237 1.42161 1.24732 1.10078 0.174289 0.953263 0.146325 57.6021 0.798125 0.474938 0.323187 0.0242845 0.421272 0.173043 0.248229 0.0943966 0.204048 0.146548 0.754342 0.245084 0.0944677 0.0236504 0.109769 0.036779 56.804 44.9163 0.967264 43.949 3.82847 0.389027
internal_count=4034 404 238 140 166 125 160 3630 523 451 72 79 309 123 186 112 52 98 92 87 74 66 40 58 3107 2230 57 2173 406 72
is_linear=0
shrinkage=0.1


Tree=378
num_leaves=31
num_cat=0
split_feature=4 2 3 4 3 1 2 3 3 1 4 2 4 0 3 2 2 2 2 2 4 2 3 2 3 1 0 3 2 0
split_gain=0.00488693 0.0408868 0.0486593 0.0340735 0.0232151 0.01786 0.0541058 0.0116394 0.00845868 0.00763193 0.0820909 0.0313195 0.0271927 0.0404876 0.018208 0.0238016 0.00791741 0.00775507 0.0751856 0.0385232 0.0295167 0.321952 0.0408279 0.0314119 0.0886219 0.109118 0.0640139 0.0552467 0.054513 0.0415554
threshold=34.654301448200009 0.15844000000000005 0.076835000000000028 32.051492741500006 0.088555000000000023 75.271450736300025 0.10957500000000002 0.094375000000000028 0.088435000000000027 60.613977009100005 39.458743938000005 -0.23783499999999999 48.96897326980001 76.451683855550016 -0.23921499999999998 -0.23349 -0.116995 -0.06483499999999999 -0.059754999999999996 -0.068964999999999985 40.563919884450009 -0.037054999999999998 0.08674500000000003 0.0023400000000000005 0.093325000000000033 75.077881750900005 86.382848189450016 0.08376500000000002 -0.0068649999999999996 97.225399829550014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 8 7 -7 -5 -1 10 -2 -12 13 14 -13 -16 -15 19 -19 -11 23 22 -22 24 27 -26 -25 -20 29 -29
right_child=9 2 -4 5 -6 6 -8 -9 -10 17 11 12 -14 16 15 -17 -18 18 20 -21 21 -23 -24 26 25 -27 -28 28 -30 -31
leaf_value=-0.10005784582663749 -0.093070260905844637 0.061815598765702785 -0.10185294403979035 0.027505068087272079 -0.10145515142775588 -0.10078051834044995 0.10063772425739155 0.076077963095720569 0.09876738799579142 -0.00059909963792195318 -0.10095134930535465 -0.10075545895517313 -0.021950320198160053 0.099753543481754289 0.10027540638587412 -0.037323474444190062 0.049820307879107364 0.042532036333996069 0.0093912019006858749 -0.031479087359288491 -0.041946157758353676 0.00096997221621612805 -0.0933471055255993 0.024828235124583275 0.056543250730452521 0.0017961274150304256 -0.0065996115607353419 -0.035106461178422844 0.01501877685366395 -0.00014863593770715204
leaf_weight=0.0026939891770955135 0.099328813726059617 0.026507989981951141 0.05771539577222029 0.084363938688554185 0.030336517461634571 0.029238632604936754 0.024521718098640122 0.11881041937158443 0.010400258543086238 32.726393330864973 0.02338955815206134 0.01956092936376308 0.10584338069747901 0.063969114962674212 0.019510696351062506 0.035344530788279371 0.063054995476932163 0.43565924279846768 4.1283275543919498 0.40903702793718721 0.26328211404143331 11.086747530690728 0.37411070474911412 0.75830621109344054 0.75670634747621057 0.7016132272874529 4.4596647647543932 0.86465338333437081 0.5794427077926233 0.56046353363217349
leaf_count=103 65 34 38 32 29 56 3 27 2 2161 79 57 33 11 5 85 35 38 60 40 16 579 36 30 39 13 260 25 9 34
internal_value=-1.83775e-06 0.0112338 -0.0503408 0.0284995 -0.0534217 0.042347 -0.00890758 0.0559091 0.0578614 -7.56593e-05 -0.013349 0.0105979 0.0190888 0.040652 -0.0179209 0.0116172 0.0749666 2.25702e-05 0.00135344 -0.000980295 0.000622192 -0.00300337 -0.0721154 0.00394065 0.00804629 0.0302038 -0.00203233 0.00277753 -0.0108431 -0.0213584
internal_weight=58.919 0.384589 0.0842234 0.300365 0.0434308 0.256935 0.0537604 0.203174 0.0130942 58.5344 0.430002 0.330673 0.307284 0.20144 0.0744162 0.0548552 0.127024 58.1044 24.969 33.1354 24.5333 11.7241 0.637393 12.8092 7.59121 1.45832 5.21797 6.13289 2.00456 1.42512
internal_count=4034 324 72 252 134 118 59 59 105 3710 370 305 226 193 147 90 46 3340 1139 2201 1101 631 52 470 180 52 290 128 68 59
is_linear=0
shrinkage=0.1


Tree=379
num_leaves=31
num_cat=0
split_feature=1 4 3 4 4 1 4 3 4 3 1 2 3 3 3 0 0 0 4 1 4 0 0 2 0 2 1 2 4 1
split_gain=0.0049188 0.0186309 0.0907187 0.0696419 0.0678751 0.0575005 0.0342112 0.0224671 0.0902854 0.116168 0.077822 0.102807 0.0574735 0.0621884 0.0606453 0.111685 0.0508468 0.0484598 0.0148092 0.117142 0.0421807 0.189693 0.0415888 0.125698 0.0641589 0.0582892 0.0302595 0.103826 0.0285051 0.0384041
threshold=61.987779113750001 42.233786329550007 0.10249000000000003 41.646178195200001 41.770271989050009 61.93938686740001 42.719328117250008 0.092075000000000032 41.385032804600009 0.087125000000000022 61.950140699950005 -0.037054999999999998 0.10249000000000003 0.11148000000000002 0.093325000000000033 86.83719761350001 86.20003303655001 85.667718326750006 42.198888176300009 62.00390986255001 41.770271989050009 86.420486603250012 86.329079026800017 -0.097294999999999993 85.764502819450016 -0.076484999999999984 62.837331883000012 0.061925000000000015 43.426640904350009 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=1 3 6 7 -5 -6 -3 8 9 10 11 16 14 -14 -9 -16 17 -1 20 -20 -2 -22 23 28 25 -25 -23 -28 -21 -30
right_child=18 2 -4 4 5 -7 -8 12 -10 -11 -12 -13 13 -15 15 -17 -18 -19 19 22 21 26 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.015138169958656009 -1.1514930041259948e-05 0.046121061285268661 0.084076062505730131 -0.0093128726324745188 -0.021700045124836864 -0.10704490682089506 -0.0046970411151801466 -0.0010539156148816221 0.085661065093699806 -0.103555401746918 -0.09877544116412737 0.07848911535638077 -0.020060083009996219 0.0042028429715753705 0.066375060149827428 -0.00057551223387573955 8.5795018570223878e-05 -0.10403162386809346 -0.10149528309378658 -0.0079438782037872975 0.063630789071736624 -0.00088634157180760443 0.00022132780441947667 -0.10063679846987744 -0.10189584935334356 0.052918820464813235 0.0040910141815491451 0.090409995764961421 0.097483823384216087 -0.0014803759172755712
leaf_weight=0.050592683277321138 31.594816206310782 0.1474237158475934 0.14245407420526124 0.5403029601052366 0.14688710371302705 0.1706678992632078 1.3063828390227881 1.1117169306244252 0.084301929706270928 0.14938385303048562 0.085918148299469976 0.142277650400501 1.7035752242663873 2.7807007607189007 0.49858014997880662 0.49807917326688766 0.51074177026748657 0.10482305474579334 0.11880387059135955 0.54707950773445191 0.57889109562711283 3.890831203199923 10.401298500408915 0.040495549280421983 0.22491586509568151 0.063458784740652474 0.82467647899522933 0.16767814665934111 0.067399534476862755 0.09376139994856203
leaf_count=137 1700 34 15 14 39 9 228 18 10 34 64 36 28 40 40 2 5 7 27 24 37 25 1132 47 54 35 99 18 7 69
internal_value=-1.90416e-06 -0.0020013 0.00791862 -0.00384716 -0.0308773 -0.0675681 0.000456185 -0.000843799 -0.0138849 -0.0219251 -0.00829042 0.00132606 0.0013876 -0.00501464 0.0150044 0.0329166 -0.0151544 -0.0652381 0.000416565 -0.00270874 0.00139128 0.00950558 -0.0016827 -0.0207784 -0.0718678 -0.00689898 0.00308916 0.0186763 0.0029448 0.0399077
internal_weight=58.7889 10.1748 1.59626 8.57855 0.857858 0.317555 1.45381 7.72069 1.12804 1.04374 0.894353 0.808435 6.59265 4.48428 2.10838 0.996659 0.666158 0.155416 48.6141 11.5572 37.0569 5.46208 11.4384 1.03711 0.32887 0.103954 4.88319 0.992355 0.70824 0.161161
internal_count=4034 760 277 483 62 48 262 421 293 283 249 185 128 68 60 42 149 144 3274 1395 1879 179 1368 236 136 82 142 117 100 76
is_linear=0
shrinkage=0.1


Tree=380
num_leaves=31
num_cat=0
split_feature=3 3 3 3 2 3 1 1 4 3 3 1 0 0 3 1 0 2 2 2 0 3 4 1 2 1 1 2 1 2
split_gain=0.00485276 0.0924076 0.0636729 0.0361253 0.023114 0.0621243 0.0955637 0.102258 0.0414314 0.0242937 0.0619434 0.16516 0.0559961 0.0950942 0.0547613 0.155043 0.126256 0.0680949 0.174445 0.105263 0.0654465 0.0455217 0.0881462 0.0440857 0.0344156 0.0328647 0.0290384 0.0553748 0.0283463 0.0238388
threshold=0.094725000000000018 0.096315000000000026 0.095750000000000016 0.09450500000000002 0.15607500000000005 0.080515000000000017 76.830756451950009 78.527173532250018 40.098777110850008 0.09013000000000003 0.08833000000000002 62.020040611300011 87.278104746850019 94.047642319350018 0.08673500000000002 75.271450736300025 86.420486603250012 -0.026144999999999998 -0.087304999999999994 -0.10051499999999999 87.170566421650008 0.09091500000000001 42.865207177650007 64.407391431150018 -0.077729999999999994 61.950140699950005 77.086159974350025 -0.087234999999999993 69.238550691600025 -0.095204999999999998
decision_type=2 2 2 2 2 2 2 2 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 8 -7 -8 -6 10 14 -12 -13 -14 29 16 24 18 19 23 -20 22 -11 -18 -16 -23 -17 -28 -25 -1
right_child=1 -3 -4 -5 5 6 7 -9 -10 21 11 12 13 -15 15 26 17 -19 20 -21 -22 25 -24 28 -26 -27 27 -29 -30 -31
leaf_value=0.0043808669191403079 -0.015618527924864345 0.00024233172097537254 -0.07390311748498829 0.023735379867917739 0.070064905713696238 -0.088860237804663289 0.10118615062541125 -0.073585189297226447 -0.037796916414445894 0.055160627230407412 -0.086034633731362109 -0.029692017273184303 0.059647546507926308 -0.0058943280615936606 0.029461678362679891 0.10102962850416385 -0.0067524342293793496 0.024535493825284041 -0.11056209889505193 0.028247887102468686 -0.030852444366045256 -0.01865706505394318 -0.0028269392859522533 -0.031610677049035911 0.094052124298192818 0.0044051923164985553 0.097171922173937608 -0.036510060233920068 -0.1030297790525754 -0.0029905881284135977
leaf_weight=6.0492061542289148 0.65741346906465281 18.494223236222588 0.26218425432580261 0.66560424338228941 0.098806960157161394 0.20218751499137255 0.071976923578404239 0.062588971389274661 0.055679852832611232 0.49729125224894122 0.2862582450597978 0.81288357082212348 0.24530166655313257 2.2689320889102333 0.15484836530072243 0.20444153528660525 0.4781045243144042 0.72926376981195007 0.19761997228488315 0.83459384107845835 0.21515045506384922 0.67459579717052331 0.55436765389458742 0.1405986906029284 0.17654497384501144 7.3535957683916067 0.072571127522110146 0.054074554720600077 0.091896827259915881 15.96686925485754
leaf_count=1225 42 788 27 13 71 86 6 58 23 34 44 31 17 174 16 8 2 21 14 17 29 34 11 12 29 263 17 32 45 845
internal_value=-3.06646e-06 -0.0012961 -0.0322359 0.000637052 0.000238239 -0.0213146 -0.0454011 0.0198969 0.0311895 0.000516429 -0.000897782 -0.0131474 -0.00687633 0.000500277 0.000847184 0.012759 0.00563396 -0.00154797 -0.011263 0.00416428 -0.0690146 0.00503001 0.0245933 -0.0241217 0.0638713 0.00246731 0.0777205 0.040093 -0.05984 -0.000965184
internal_weight=58.6297 19.4138 0.919598 39.2159 38.5503 0.49124 0.336753 0.134566 0.154487 38.059 28.9792 3.61338 3.32712 2.51423 25.3658 3.34971 3.01862 2.68723 1.95796 1.54519 0.41277 9.07985 1.05166 0.7106 0.331393 8.02819 0.331087 0.126646 0.232496 22.0161
internal_count=4034 857 69 3177 3164 244 150 64 94 2920 2578 266 222 191 2312 242 185 140 119 76 43 342 45 59 45 297 57 49 57 2070
is_linear=0
shrinkage=0.1


Tree=381
num_leaves=31
num_cat=0
split_feature=1 0 4 3 2 0 4 3 1 1 4 2 0 3 3 3 4 4 2 2 4 4 3 3 2 4 3 3 2 3
split_gain=0.00546344 0.055433 0.133744 0.0825909 0.0477767 0.0280148 0.027496 0.0328301 0.0261766 0.0250464 0.0514025 0.0917543 0.0661034 0.0238014 0.100626 0.0795407 0.0401499 0.0701369 0.0304241 0.0927695 0.0821614 0.0692957 0.0776515 0.0575879 0.0573928 0.0463803 0.0496049 0.0548677 0.0425801 0.0364366
threshold=71.015621515800021 96.163458868000006 42.310579034350006 -0.059734999999999996 -0.096529999999999991 96.039789794050009 42.660927378600007 0.076615000000000016 70.776348742200014 70.171445662850019 38.244973486750006 -0.059424999999999999 94.773526014550015 0.10608500000000003 0.10828500000000003 0.12535000000000004 40.583589072600013 37.828051409500013 -0.079634999999999997 -0.08786999999999999 42.283941020600004 42.522337019050006 0.09450500000000002 0.095170000000000018 -0.43644499999999997 39.184300550350009 0.088655000000000025 0.087475000000000011 -0.102645 0.094175000000000023
decision_type=2 2 2 2 2 2 2 2 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 -4 -8 9 -1 -11 12 -12 18 -15 16 17 -16 19 21 -21 22 25 -23 -24 28 27 -27 29 -3
right_child=1 13 4 -5 -6 -7 7 -9 -10 10 11 -13 -14 14 15 -17 -18 -19 -20 20 -22 23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00053270721868298914 0.032892849173225928 -0.030925683024022321 0.10039112529825396 -0.10219219316705049 -0.10042075258231849 0.10247715772730681 0.075827986734659514 -0.1007953683812146 0.018106720879332419 -0.10218311437202175 -0.10308687626798255 0.058055759737052015 0.0044572880480363139 -0.10564338797682082 0.052108237170987143 -0.10098642661622428 0.060791307047867851 -0.1009170543748317 0.0023809215365365242 -0.10384210840301256 -0.0061573688731729453 -0.08581387548660975 -0.0032444576458277872 0.041357509871061848 -0.10318791125274072 -0.0023254093430051955 -0.015267620801002545 0.032688595704839542 0.10094477573627166 0.10063988669702728
leaf_weight=39.343293619961983 0.055985800092457794 0.072403722157833972 0.02347133494913578 0.23625439745274235 0.021828018533796012 0.071331232786178589 0.017027575656442195 0.027553003160392109 0.84017578190218856 0.069927588667950569 0.10904628434741426 0.13156970694035408 0.12010511574271732 0.11147470152547967 0.067065302676951433 0.059245132426951841 0.15325512226907989 0.054123283232655695 12.983338438998954 0.18020406062431993 0.164885048360631 0.1657838849683716 0.10982885551266008 0.045348730677801541 0.12049625458737967 1.1402102740889293 1.1076867086095488 0.73670230258721847 0.092694700980162525 0.029678573831915855
leaf_count=1916 13 154 2 115 64 1 41 122 28 21 38 42 36 22 24 53 21 25 616 78 28 291 39 13 54 123 31 13 8 2
internal_value=-1.69599e-06 -0.00145998 -0.0359768 -0.0763133 0.0371445 0.0586878 0.0127883 -0.033334 0.000639146 0.000270165 -0.0237152 -0.00850385 -0.0467198 -0.000560167 -0.0233852 0.00409459 0.0267788 -0.0162334 3.93215e-05 -0.00762643 -0.0571679 -0.0029048 0.000537653 -0.058499 -0.0555306 0.00459943 0.00151396 0.0114179 0.0518786 0.00732462
internal_weight=58.462 17.8479 0.453451 0.29224 0.161211 0.139383 0.0680519 0.0445806 40.6141 39.7739 0.430649 0.360721 0.229151 17.3944 0.445164 0.333689 0.274444 0.121189 16.9493 3.96592 0.345089 3.62083 3.4097 0.211133 0.230325 3.17938 2.9846 1.87691 0.194777 0.102082
internal_count=4034 1953 358 128 230 166 165 163 2081 2053 137 116 74 1595 145 123 70 49 1450 834 106 728 424 304 93 331 167 136 164 156
is_linear=0
shrinkage=0.1


Tree=382
num_leaves=31
num_cat=0
split_feature=2 2 0 4 4 1 1 1 3 2 3 4 3 2 1 1 4 2 0 0 4 4 0 1 4 0 4 2 2 0
split_gain=0.00494856 0.0609695 0.0297143 0.0284429 0.0417474 0.0237235 0.0709818 0.0781912 0.0233273 0.022745 0.0438823 0.0365189 0.0342114 0.0214172 0.0199748 0.0528299 0.0365671 0.0263833 0.0315355 0.0196987 0.0298845 0.0160491 0.0119263 0.0116336 0.0112165 0.00694922 0.0190678 0.00605682 0.0617763 0.0447035
threshold=-0.50001499999999999 -0.58287999999999995 99.994511703900017 39.792680591700012 40.523311941050004 75.271450736300025 75.634392583900009 78.285212300550015 0.085035000000000013 -0.16276499999999997 0.088435000000000027 38.969453495950006 0.098545000000000021 -0.51146999999999998 62.030794443850006 64.184249406300026 48.226196960950006 -0.18231499999999998 85.877418060900013 96.531777631850005 36.893814626400008 48.96897326980001 79.532656873050016 78.527173532250018 41.178189531300006 100.91127592640002 40.664404858950007 -0.11103999999999999 -0.10623499999999998 86.20003303655001
decision_type=2 2 2 2 2 2 2 2 2 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 19 -5 -6 -7 -8 13 10 11 22 24 -3 16 -16 -13 18 -17 -1 -21 -18 -2 -9 -12 -25 -27 29 -29 -11
right_child=9 2 -4 4 5 6 7 23 -10 27 12 14 -14 -15 15 17 21 -19 -20 20 -22 -23 -24 25 -26 26 -28 28 -30 -31
leaf_value=-0.090787137896253256 0.047648254281948695 -0.10017752684477521 0.033599821668198346 0.051924173028806669 -0.010518989444059389 0.10082498737820551 -0.10187415741391395 0.10024734569142685 -0.10238028132988389 0.034327288432137802 0.048251786285459543 -0.10062191543447728 0.0024735607438401966 0.10039975204892196 0.10061990732566105 0.072498267174290171 0.037861896482147113 0.054610990922341944 -0.10107873209870782 0.078908845219995069 -0.051172733851820446 -0.019865311145727687 -0.10108118456069476 0.067937414388937356 0.09630513518810857 0.10025609782556089 -0.10107517170641998 0.041265157831085787 1.0299203904347994e-05 -0.0042200205358663371
leaf_weight=0.050781442711922753 0.0061412922770979197 0.0095731257575835116 0.025815512265554896 0.17424520381450725 0.68732339500274975 0.081420117989182472 0.059757185052148998 0.031308901263400912 0.11002000714250926 0.31340335352616211 0.098664463706882088 0.03811572580323741 0.11176492918207259 0.011992391198868635 0.069114766374696046 0.013942691264674067 0.088683886511716992 0.033310576893804011 0.041985523921255208 0.025314028227513941 0.058416991370620508 0.10539736750070006 0.044161302118880918 0.014797862153500319 0.095680275727318076 0.0077048414386808864 0.012078558333485034 0.36573771109394826 47.981055564563007 7.5124980672979964
leaf_count=22 86 69 40 19 29 5 14 5 56 88 20 134 31 1 11 3 19 17 92 38 38 33 56 2 21 1 65 30 2409 580
internal_value=-7.3374e-06 -0.00596743 -0.0644942 0.0016893 0.00714428 -0.00157973 0.0280925 -0.0190385 -0.0837391 0.000135127 0.0174702 -0.00272681 0.0465575 0.0113617 0.00760243 0.0349877 -0.0110737 -0.015844 -0.0578066 -0.0416479 -0.0118457 0.00651268 -0.0829233 0.0560869 0.0719095 0.0161054 -0.0226647 -9.53883e-05 0.000322387 -0.00267632
internal_weight=58.2802 1.36055 0.157401 1.20315 1.06864 0.894391 0.207067 0.125647 0.131586 56.9197 0.746963 0.440853 0.30611 0.0215655 0.390551 0.158354 0.232197 0.0892388 0.0559282 0.134512 0.083731 0.194081 0.0503026 0.0658902 0.194345 0.0345813 0.0197834 56.1727 48.3468 7.8259
internal_count=4034 404 166 238 140 121 92 87 126 3630 523 451 72 70 309 123 186 112 95 98 76 52 142 73 41 68 66 3107 2439 668
is_linear=0
shrinkage=0.1


Tree=383
num_leaves=31
num_cat=0
split_feature=1 1 2 2 4 4 4 0 3 0 2 3 4 1 1 2 2 2 2 2 3 1 2 3 0 4 1 1 1 3
split_gain=0.00507631 0.0536006 0.0288094 0.0366052 0.0345997 0.0391798 0.0206889 0.020114 0.0334979 0.0150724 0.0145367 0.0312256 0.00695404 0.0402781 0.0453129 0.0437153 0.0255757 0.0575932 0.0252054 0.0373071 0.016713 0.0161138 0.0209053 0.0129188 0.0269169 0.00856285 0.00896023 0.0168097 0.0280123 0.0119929
threshold=60.613977009100005 58.167480110400007 -0.23349 -0.013805 48.96897326980001 48.86568841230001 35.419594101850009 76.451683855550016 -0.23921499999999998 67.04476885710001 -0.43644499999999997 -0.23921499999999998 43.961868063600001 62.00390986255001 62.095317438950012 -0.14429 0.04932000000000001 0.051245000000000013 -0.62218499999999988 -0.54526999999999992 -0.18112999999999999 65.611820673600008 -0.16276499999999997 0.089505000000000015 95.620390325650007 43.752965619700007 61.901748453550006 61.93400995115001 61.923256118600001 0.093325000000000033
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -3 8 -4 -5 -1 -12 25 -14 -15 18 -17 -18 -16 -20 -21 -22 23 24 -23 26 29 28 -28 -2
right_child=12 6 3 9 -6 -7 -8 -9 -10 -11 11 -13 13 14 15 16 17 -19 19 20 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.10100273842985608 -0.003652013207582508 0.0078828026761665181 0.087116189941239222 0.094162388359106119 -0.081283161771413107 0.10040627125283692 -0.10158696592698863 0.10034975388362009 -0.045451913730308241 -0.1006347692645887 -0.10071947476915466 0.068137004993503156 -0.10171221508996052 0.07073077382059266 0.097772819384189968 -0.089038328407249845 0.10090187623340839 -0.10052173872117567 -0.084667166987277206 -0.10054419419742096 0.10038027434887185 0.055153880744905848 -0.10038749792195044 0.084002843996036997 -0.10142219946141447 0.0084648968649214448 5.1652536619027323e-05 -4.0424115130098703e-05 -0.027190134616103631 0.0081355539283087582
leaf_weight=0.02043945761397481 1.2451710045038371 0.02247194917342199 0.040017572927354195 0.0047978843394876894 0.060817869445600081 0.034625506959855556 0.074498015637999515 0.062832088209688663 0.036396983826307405 0.023076912730488175 0.018272530422123623 0.027334114557106659 0.04526172924556604 0.070526078357943334 0.030123511836393391 0.095683666399267508 0.027159886658523646 0.029738996375023419 0.041007708284055866 0.0098892066651927735 0.028556526056490839 0.032227452243773769 0.013533016230695694 0.031413443255587481 0.01665250095928883 1.2190402423878044 0.97663025387737323 50.449195750460888 0.61526533327788258 2.813140963728074
leaf_count=6 46 35 22 4 30 3 63 9 55 124 43 39 14 11 8 190 3 95 73 43 5 33 195 8 28 108 42 2625 16 58
internal_value=-6.23608e-06 -0.0108878 0.00839066 0.0374966 -0.0217304 0.0142467 -0.0762183 0.0584362 0.0239727 -0.0671058 -0.0309235 0.000483812 7.3898e-05 -0.0120174 -0.0024989 -0.0170068 -0.0574669 -0.00437499 0.0133443 -0.00133304 0.0245027 0.0346071 0.0145887 0.0339674 0.00181129 0.000173418 -6.75563e-06 -0.000359679 -0.0104773 0.00451889
internal_weight=58.2158 0.425581 0.328611 0.167121 0.161489 0.100672 0.09697 0.139247 0.0764146 0.0278748 0.0660461 0.0456066 57.7902 0.471774 0.426512 0.355986 0.152583 0.0568989 0.203403 0.17328 0.132272 0.122383 0.0938264 0.0802934 0.04888 57.3184 56.0994 52.0411 1.5919 4.05831
internal_count=4034 433 335 214 121 91 98 86 77 128 88 82 3601 706 692 681 288 98 393 385 312 269 264 69 61 2895 2787 2683 58 104
is_linear=0
shrinkage=0.1


Tree=384
num_leaves=31
num_cat=0
split_feature=1 0 4 3 0 2 3 3 2 0 2 2 4 4 3 2 3 4 3 3 2 1 3 4 2 2 1 1 1 4
split_gain=0.00489944 0.0517817 0.115869 0.0759803 0.0437851 0.038667 0.0225877 0.0890848 0.0465958 0.050225 0.02439 0.0805222 0.0787675 0.0627842 0.0706693 0.0513364 0.0459251 0.0415071 0.0434341 0.192908 0.0389368 0.0329907 0.0312335 0.0438347 0.0266597 0.0313941 0.0221218 0.0220479 0.0215969 0.0469412
threshold=71.015621515800021 96.163458868000006 42.310579034350006 -0.059734999999999996 96.039789794050009 -0.15589999999999998 0.10608500000000003 0.10828500000000003 1.0000000180025095e-35 99.470262368500016 -0.079634999999999997 -0.08786999999999999 42.283941020600004 42.522337019050006 0.09450500000000002 -0.58559499999999998 0.095170000000000018 39.184300550350009 0.088350000000000026 0.087475000000000011 -0.102645 80.677940036650014 0.094175000000000023 38.804080188450008 -0.074349999999999986 -0.054619999999999995 70.776348742200014 81.011308844800013 70.171445662850019 38.244973486750006
decision_type=2 2 2 2 2 2 2 2 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 -2 5 -4 10 -8 9 -9 11 13 -13 14 17 -16 21 20 19 -19 22 -15 23 -3 -12 -26 28 -23 -1 -30
right_child=1 6 4 -5 -6 -7 7 8 -10 -11 24 12 -14 16 15 -17 -18 18 -20 -21 -22 27 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00049758717740019161 0.028998430365295504 -0.10108218056986376 0.044845754280334632 -0.1019843154783196 0.095508260001790038 -0.10068023090799749 -0.10509219813627153 0.058195695431588063 -0.055737887121911633 -0.049870992312666958 0.016007457246614423 -0.1034731762918443 -0.0055408616924742205 -0.10239581063893109 0.027514724556530947 -0.084349858743058712 0.037339846999940272 -0.0017536390776013507 -0.0095546406740960182 0.10094249983625248 0.10063819486374866 0.10047012699311 0.1005845664909554 0.055915288511355632 -0.019834759671079762 0.0019229414719640981 0.016729228770339801 -0.10061836056742322 -0.10197949859905631 -0.0080468694730720883
leaf_weight=39.236505359214476 0.055833178354077972 0.037479505683865488 0.04387575054197157 0.21414772533398618 0.066913391347043216 0.031271440221839697 0.10136618516014451 0.15656968767507351 0.094334252464150836 0.059293519047031396 1.2442978308514501 0.16360238045700759 0.16491781646719517 0.13035549110452382 0.055506800975763326 0.15723111112647803 0.040155839110809666 1.1401907633346584 1.6117375685905697 0.21786222793161858 0.084118952905862465 0.014814592744869515 0.0264842314645648 0.033842483308944793 0.70567912071604055 11.008082289298111 0.83287459872349145 0.0086279765389454255 0.063121925212611951 0.33849891676970856
leaf_count=1916 13 141 44 115 3 183 22 20 41 62 26 78 28 84 12 81 13 123 35 9 8 3 2 13 69 521 28 204 21 116
internal_value=-6.22015e-06 -0.00139556 -0.0364299 -0.0748965 0.0366745 -0.0157128 -0.000559031 -0.023705 0.00289062 0.0285118 6.48205e-06 -0.00694116 -0.054311 -0.00256787 0.000621385 -0.0551626 -0.0578908 0.00438675 0.00154641 0.0147211 0.0507532 -0.082755 0.00784927 -0.0265864 0.00209051 0.000612179 0.000600329 0.02646 0.00026143 -0.0228101
internal_weight=58.1396 17.6686 0.412041 0.269981 0.142061 0.0751472 17.2566 0.411564 0.310197 0.215863 16.845 3.88693 0.32852 3.55841 3.36445 0.212738 0.193954 3.15172 2.96979 1.35805 0.181925 0.153798 0.0978062 0.071322 12.9581 11.7138 40.471 0.0234426 39.6381 0.401621
internal_count=4034 1953 358 128 230 227 1595 145 123 82 1450 834 106 728 424 93 304 331 167 132 164 291 156 154 616 590 2081 207 2053 137
is_linear=0
shrinkage=0.1


Tree=385
num_leaves=31
num_cat=0
split_feature=3 2 2 0 1 2 2 3 3 1 1 2 0 0 4 2 4 3 3 0 4 4 4 2 4 0 0 1 1 2
split_gain=0.00487536 0.0275621 0.110327 0.0356691 0.0749956 0.0222438 0.0394529 0.0297408 0.0282328 0.119186 0.0676197 0.0201674 0.0222893 0.0312235 0.0719372 0.0210618 0.0185734 0.0150293 0.0440612 0.160057 0.0263368 0.0683626 0.0528889 0.0848613 0.0452948 0.0321419 0.0291759 0.111635 0.0469128 0.0291733
threshold=0.10249000000000003 -0.095204999999999998 -0.117885 87.170566421650008 68.910558799650019 -0.086139999999999994 -0.075639999999999999 0.10371000000000001 0.11002000000000002 61.998532946250002 65.687097501250022 0.10957500000000002 88.098084476650016 88.17067284620002 43.680097826700013 0.25988000000000006 40.241071441700008 0.09013000000000003 0.089415000000000022 89.493394246350007 39.685256516350002 39.420767558750008 36.364346611650006 -0.10423499999999999 39.952536079750011 90.533827542850005 97.674372337300014 77.543197856500015 79.95743325765001 -0.14429
decision_type=2 2 2 2 2 2 2 2 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 -7 -8 9 -9 -11 12 -10 -14 16 -13 -15 18 -1 -20 21 22 23 -19 -22 -24 29 -28 -29 -26
right_child=1 5 -4 4 -6 6 7 8 11 10 -12 15 13 14 -16 -17 -18 20 19 -21 24 -23 25 -25 26 -27 27 28 -30 -31
leaf_value=-0.00012403586551996816 -0.044028049517654329 0.0072537697746955709 -0.07943719545711872 0.06379171517594516 -0.0089099879603909051 -0.024825833823596564 -0.012935626815412255 -0.014120333106036926 0.00025143044101104666 0.068251971653653876 0.0066527257805014343 0.034339756838639969 0.0037417661226306757 -0.048887847874460474 -0.0059787656006271275 0.0013186685530307998 -0.10449901355717338 0.040231311016062067 -0.10571992192556152 -0.0010972218666587389 -0.022530693455648433 0.053213715014921753 0.041775182705966474 -0.078145223637343372 0.021592991562260921 0.0064150055623706827 -0.085715449966885598 0.04533346610031698 -0.011492459350832637 0.0025107248216428282
leaf_weight=28.043916483829783 0.16804587131252879 3.0210618944475121 0.22371214699768671 0.179642079398036 0.67514100875533245 0.73606697147243849 1.6413422206878765 0.7352574349788481 3.883632883063683 0.4316413701262718 0.30351410998548545 0.30278467147662258 0.51273950934410073 0.14154601956715851 0.48054253309965134 0.53349465872929613 0.10431994310624759 0.093537448843914461 0.18425529382147843 0.70846335295289009 0.76882743909663886 0.34569872729480255 0.2912634956874175 0.17176438363708246 0.87714738622730415 2.1893976366881702 0.1773173626133947 0.19022066151956096 0.61488145772045755 9.2496445415725486
leaf_count=2677 31 43 48 14 66 32 19 17 50 32 35 37 2 35 2 21 21 36 43 53 23 30 36 68 58 116 29 28 77 255
internal_value=-8.69816e-06 -0.0016283 -0.0158243 -0.00191093 0.00636908 -0.000248823 -0.00256004 -0.000753239 0.00193813 0.014348 0.0428203 -0.00112404 -0.00347453 -0.0151521 -0.0284885 0.0132743 -0.0724834 0.000510477 -0.000820249 -0.0226911 0.00308279 0.0113043 0.00602818 -0.0364092 0.000942862 0.0105668 0.00256738 -0.0138861 0.00193374 0.00416356
internal_weight=57.9808 14.0745 1.24654 1.02283 0.854783 12.8279 9.80688 9.07082 7.42947 1.47041 0.735155 5.95906 5.12278 1.23915 0.726408 0.836279 0.245866 43.9063 28.9366 0.892719 14.9697 3.09166 2.74596 0.265302 11.878 2.48066 11.1092 0.982419 0.805102 10.1268
internal_count=4034 505 159 111 80 346 303 271 252 84 67 168 110 60 58 58 56 3529 2773 96 756 286 256 104 470 152 447 134 105 313
is_linear=0
shrinkage=0.1


Tree=386
num_leaves=31
num_cat=0
split_feature=2 2 4 4 4 3 3 0 2 1 3 2 1 1 3 0 2 3 0 0 4 0 3 0 1 2 3 3 3 3
split_gain=0.00580815 0.0507139 0.0464853 0.0248822 0.0465569 0.0220363 0.0218711 0.0197628 0.0336326 0.0508427 0.018665 0.0184048 0.0396025 0.0634473 0.050621 0.0498662 0.0410496 0.0311003 0.0258622 0.0172293 0.0240502 0.0169952 0.0210237 0.0161463 0.022253 0.0133779 0.0273923 0.00620997 0.0925738 0.0346876
threshold=-0.50001499999999999 -0.58287999999999995 49.604215992800007 39.792680591700012 40.316494640950005 0.096010000000000026 0.085035000000000013 86.479632682150012 -0.63113999999999992 75.634392583900009 0.083950000000000011 -0.167075 62.020040611300011 62.272755675600003 0.089505000000000015 83.503509531750026 -0.18231499999999998 0.096885000000000013 85.877418060900013 96.531777631850005 36.893814626400008 71.131225215400022 -0.25095999999999996 100.27142289135001 83.468559576050012 -0.23375499999999999 -0.14860999999999999 0.094725000000000018 0.096315000000000026 0.093325000000000033
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 19 -5 7 10 -6 -9 -10 -3 12 15 -14 16 21 18 -16 -15 -1 -21 -2 -23 -11 -25 -24 -27 29 -29 -13
right_child=11 2 -4 4 5 -7 -8 8 9 23 -12 27 13 14 17 -17 -18 -19 -20 20 -22 22 25 24 -26 26 -28 28 -30 -31
leaf_value=-0.088370773900007457 -0.085269501179399146 -0.10014342551972857 0.093658660863736698 0.059956367310990993 0.00010577607909160773 0.029082159093188887 -0.10207828079873477 -0.10499460476222096 0.042684729073783276 -0.10229393401018445 0.10036144072672402 -0.00012841897037669663 0.10047019917811138 0.065411995763345762 0.088112214583505558 -0.10093674521587125 0.098271383208490992 0.0035880793316606452 -0.088798764805005759 0.076073399326860539 -0.047612941967550795 -0.013245146587411692 0.093473018399218316 -0.10048008425164692 0.089199033977064968 0.074829860899793932 -0.10069595852864069 -0.034636820201897359 -4.1472499720419239e-05 0.012024922529106584
leaf_weight=0.048545037454459705 0.017536271180723761 0.0081145863495931669 0.016648724806145765 0.13590933539489902 0.50398259560461156 0.17347246488930068 0.10532461602207377 0.053330644574600461 0.080175298269751005 0.052603747200919315 0.010851494036614895 34.779259983352532 0.11166225488128845 0.012576906966543788 0.085612063874577871 0.052418057969589427 0.017687868473082347 0.088563539532685809 0.080375182573624748 0.021998379145498514 0.055090374104992179 0.098790341559890749 0.043267297279726336 0.012203319362015463 0.012541907804845209 0.025093231583014131 0.013769718492426364 0.80860252204223471 17.81075793659922 2.5185176715151263
leaf_count=22 99 78 4 15 5 33 83 9 11 7 1 2357 18 18 15 20 7 31 135 38 38 41 22 18 42 5 96 40 650 76
internal_value=-9.62514e-06 -0.00664234 -0.0632585 0.000297194 0.00544924 -0.00289022 -0.0842775 -0.0106491 -0.0363552 -0.013117 0.014576 0.000141732 0.0169064 0.0365812 0.0115335 -0.0141872 -0.0413623 0.045134 -0.0679332 -0.0417044 -0.0123173 0.00872578 0.0178366 -0.0709577 -0.00434284 0.0552232 0.0126385 -5.23527e-05 -0.00154388 0.000692231
internal_weight=57.8553 1.29079 0.140939 1.14985 1.02422 0.88831 0.124291 0.714838 0.210855 0.157524 0.0189661 56.5645 0.647353 0.396478 0.284816 0.250875 0.11064 0.174176 0.0929521 0.125634 0.0770888 0.198457 0.180921 0.077349 0.0247452 0.0821302 0.038863 55.9171 18.6194 37.2978
internal_count=4034 404 166 238 140 125 162 92 87 78 79 3630 507 224 206 283 160 46 153 98 76 263 164 67 60 123 101 3123 690 2433
is_linear=0
shrinkage=0.1


Tree=387
num_leaves=31
num_cat=0
split_feature=1 0 0 2 3 0 3 2 0 0 1 1 0 1 1 1 2 3 1 3 1 4 4 2 1 3 0 2 3 1
split_gain=0.00533798 0.0750353 0.0863774 0.0424561 0.0348812 0.0618986 0.0275823 0.0359153 0.0251405 0.0799847 0.0522441 0.0548265 0.0372878 0.0210821 0.0193524 0.0182279 0.0385175 0.0241864 0.0178039 0.0148631 0.0139829 0.0127529 0.011886 0.0108586 0.026627 0.0358626 0.0240201 0.0210704 0.030572 0.079561
threshold=76.279622535200005 98.674478761850011 99.642323688800005 -0.14654999999999999 0.085235000000000019 97.752337623100019 0.078105000000000022 0.096390000000000017 100.27142289135001 101.10215645365001 78.728807892050014 79.836452641800022 101.86567856270001 80.882262854550007 75.951630643300021 81.479100559500012 -0.085584999999999994 0.096010000000000026 87.030766598900016 0.086230000000000015 87.447477609100005 41.243661560350013 40.636252116050009 0.20949500000000004 67.300172379550006 0.11278000000000003 88.17067284620002 0.13747000000000004 0.10301500000000002 63.705703859100005
decision_type=2 2 2 2 2 2 2 2 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 22 5 -5 7 13 -8 -10 12 21 -11 -4 23 -13 17 19 -18 -17 -20 -12 -2 27 25 26 -25 -1 29 -29
right_child=1 2 6 4 -6 -7 8 -9 9 10 11 15 -14 -15 -16 16 18 -19 20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-8.9294924931789514e-06 0.0062005183420681502 -0.10433947116830021 -0.10014000521065076 -0.10071075514562365 0.088010566478699301 0.094105980486104968 0.036373535055028376 -0.1004273392508046 -0.066812697621080053 0.00034342650842797293 -0.036356436397435431 0.0019466064942444611 0.066388184646232098 0.091316412548486048 -0.018098292067100258 -0.10013688268569397 -0.10113215481373138 -0.10039353142365166 0.092095154590534939 0.076368451077543281 -0.10028049897272789 -0.10407728793111769 -0.10309227791777818 0.068099465028622505 0.0017072362243156038 0.10052214825196391 -0.027642613179594384 0.016588333089212377 -0.0049831177400195305 -0.10265508302239959
leaf_weight=50.26687425932451 0.021640386431499792 0.077963360031617301 0.0061986001725953246 0.03046704134118261 0.19280710878297214 0.035095950540835474 0.18920508811925163 0.013069888998028745 0.17653031151257881 0.14676829943971359 0.054949814872088942 3.6953038505810132 0.20472917527875722 0.079720704671435993 0.60454186693823331 0.005354577091537637 0.067209226265346977 0.012161109534526204 0.0096381290350109339 0.043762498319086518 0.0062144655924640793 0.056297434435691684 0.018421014900354749 0.042776616568711456 0.63861072493810767 0.071069067811777131 0.06763732980198256 0.1044607677985131 0.71038026132009691 0.12049874320541676
leaf_count=2414 9 34 50 42 30 5 29 77 39 26 19 81 33 235 16 178 96 64 2 75 227 22 43 23 40 10 33 25 26 31
internal_value=-9.01156e-06 0.00306574 6.81294e-05 0.0517323 0.0665845 0.00357488 0.00177565 0.054011 0.000667986 -0.000840341 0.00186656 -0.00142028 0.0388111 0.0775039 -0.000309524 0.000584875 -0.0342773 0.0258654 -0.0786472 0.0571264 0.0166809 -0.070627 -0.0440544 -0.000102804 0.0113129 0.0451139 0.00944982 -0.000285647 -0.0151569 -0.047284
internal_weight=57.7704 5.14351 4.84508 0.298432 0.25837 0.065563 4.76711 0.0989892 4.66812 4.47892 4.30239 3.95089 0.351497 0.0859193 52.6268 3.83964 0.14434 0.0612782 0.0830618 0.0491171 0.0158526 0.111247 0.0400614 52.0223 0.820094 0.181483 0.110414 51.2022 0.93534 0.22496
internal_count=4034 1416 1287 129 77 47 1253 362 891 862 823 764 59 285 2618 723 642 317 325 253 229 41 52 2602 106 66 56 2496 82 56
is_linear=0
shrinkage=0.1


Tree=388
num_leaves=31
num_cat=0
split_feature=0 0 4 4 0 0 3 3 2 3 2 4 1 1 2 2 2 1 2 4 0 1 2 2 2 4 3 4 2 2
split_gain=0.00504296 0.0495191 0.0326227 0.0627526 0.0527265 0.031461 0.0306583 0.040391 0.0519996 0.0313757 0.0309925 0.0286051 0.129618 0.0284984 0.0200341 0.0187989 0.143532 0.285486 0.09662 0.151541 0.0574226 0.0567225 0.0353687 0.0373757 0.13114 0.0300453 0.053959 0.0738374 0.0586959 0.0729966
threshold=85.995710218650018 85.925810307250018 41.942745071500006 42.434124620650003 85.812895065800021 86.103248543850015 0.10828500000000003 0.087555000000000022 -0.14259499999999997 0.087795000000000026 -0.096529999999999991 40.206947806850003 61.998532946250002 62.111448187750007 -0.041369999999999997 -0.06828999999999999 -0.058374999999999996 70.171445662850019 -0.075639999999999999 39.337369931850013 94.496614827150012 61.923256118600001 -0.076484999999999984 -0.078504999999999991 -0.077085000000000001 43.631818398850008 0.09091500000000001 43.680097826700013 -0.10290999999999999 -0.22932499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -2 7 8 -5 -9 -11 12 -1 -12 -13 18 17 -17 22 -20 -19 -18 23 25 -25 -7 27 -27 29 -29
right_child=5 -3 3 4 -6 15 -8 9 -10 10 13 14 -14 -15 -16 16 21 20 19 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.00072578652951619832 0.01639497750421048 -0.026335340565552225 -0.10130230027544107 0.0078033252076004384 -0.10098535892296566 -0.0012143246056963669 -0.10069961002151367 0.10107130835126373 -0.089727615935629224 0.054368897476878647 -0.10051190992829961 0.0073135956049516122 -0.087856326955755348 0.032214584058970347 -0.0070621227628816915 0.091168874239114017 0.048532873992604773 0.015796443817586627 -0.0010739910710263595 -0.073133118509368433 -0.10375998034051362 0.00019055077616189967 0.022145727728502394 0.032180323459766277 -0.10469545020226344 0.099435041178507697 0.07347565006314806 -0.10105136281889709 -0.087408441238983225 0.058152245092848588
leaf_weight=1.8503424958546264 1.2020791646791611 0.77443991981272198 0.085697864962356429 0.20073385499453678 0.056790328992065042 21.50916920259575 0.028267166124351206 0.059268618002533913 0.075124242179443579 0.086678753781598061 0.033829533492280461 5.4836158309868779 0.18809221594760028 0.031002854570601812 1.1775947648559961 0.45193864544853823 0.2455091698793791 0.063447993248701096 0.74545777803993363 0.47961164738985929 0.10951386505212213 21.340872955932781 0.67181061394512553 0.1376114077243642 0.14246314121192227 0.059815803746460783 0.15160712843089641 0.039609735772586419 0.091951649537037383 0.10553464974826632
leaf_count=226 42 31 62 185 20 1192 23 2 156 18 30 141 53 12 71 25 13 6 41 41 49 1024 11 17 23 4 32 89 55 340
internal_value=-8.64506e-06 -0.00203428 -2.29944e-05 -0.0215027 -0.00954067 0.000422976 0.000545028 0.00642599 -0.0187572 0.0393845 0.0152537 0.00160013 -0.00876557 -0.0370421 0.0047722 8.70832e-06 0.0021081 0.0493548 -0.00192338 -0.029285 -0.0599028 0.000740364 -0.000460241 -0.00114317 -0.0374431 -0.000680162 0.0249361 0.000151208 -0.0248966 0.0147058
internal_weight=57.6795 10.1315 9.35704 0.657393 0.571695 47.548 0.514905 0.486638 0.275858 0.21078 0.151511 8.69965 2.03843 0.0648324 6.66121 46.3459 22.2113 0.624901 24.1346 1.22507 0.172962 21.5864 22.9096 22.2378 0.280075 21.9577 0.448519 0.296912 0.237096 0.145144
internal_count=4034 1030 999 508 446 3004 426 403 341 62 60 491 279 42 212 2962 1117 80 1845 82 55 1037 1763 1752 40 1712 520 488 484 429
is_linear=0
shrinkage=0.1


Tree=389
num_leaves=31
num_cat=0
split_feature=2 2 0 4 4 1 1 1 3 1 3 2 1 1 0 3 2 3 0 3 2 4 1 3 4 0 1 4 4 3
split_gain=0.0048423 0.047767 0.0229855 0.0215565 0.0342056 0.0244034 0.0525685 0.0654252 0.0197296 0.017184 0.0167444 0.0157807 0.0342922 0.0592445 0.0435648 0.0430027 0.0343876 0.028017 0.0225017 0.015457 0.0170174 0.0504453 0.0294347 0.0268778 0.0128058 0.0108141 0.00912474 0.00849009 0.0100423 0.00619805
threshold=-0.50001499999999999 -0.58287999999999995 99.994511703900017 39.792680591700012 40.523311941050004 75.271450736300025 75.634392583900009 78.285212300550015 0.085035000000000013 78.285212300550015 0.083950000000000011 -0.167075 62.020040611300011 62.272755675600003 83.503509531750026 0.089505000000000015 -0.18231499999999998 0.096885000000000013 85.877418060900013 -1.0000000180025095e-35 -0.23349 48.96897326980001 55.887667615750004 -0.23921499999999998 35.419594101850009 101.18549865570002 78.527173532250018 48.86568841230001 48.226196960950006 0.10507500000000002
decision_type=2 2 2 2 2 2 2 2 2 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 9 -5 -6 -7 -8 10 24 -3 12 14 -14 19 16 18 -17 -15 20 21 22 -2 -22 -1 -11 -9 28 -25 -13
right_child=11 2 -4 4 5 6 7 26 -10 25 -12 29 13 15 -16 17 -18 -19 -20 -21 23 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.024240178876977454 -0.10077864211565433 -0.10012934586096989 0.032224626613202814 0.047636362893865379 -0.011564421813277244 0.10065167264384783 -0.10142166144644811 0.10021464478546137 -0.1019839876764333 0.072835604575822152 0.10032732704974488 0.00047189126512405015 0.10042588188494449 0.061153931351276752 -0.10083057234804829 0.085270644692300737 0.097488787403861535 0.003201858563983381 -0.086572165817747015 0.08050231879991776 0.097826328675029217 -0.10107131594585948 0.071453999133506751 -0.10024827716123644 -0.10079966141337671 -0.046407332578222271 0.021022944293961267 -0.10101971360957407 0.10010649229113949 -0.0021896763425286901
leaf_weight=0.043575455295240095 0.012558269451915294 0.0072311848658606062 0.020635871672639028 0.15974668233366174 0.66326886287424713 0.066114656045101583 0.046698050136910751 0.026803563814610243 0.089096621685030186 0.018435305973980576 0.0098339878022670746 44.781742314746538 0.10120167987416195 0.011999242960920142 0.046031110712647205 0.07834683079545357 0.015197492598062468 0.088682194315822471 0.073285689687485167 0.02521007747645132 0.033623736519956537 0.049607003133132821 0.047280274305478542 0.0040960878383664578 0.043816384999900038 0.012946553363644142 0.031826497190749592 0.011966106947511435 0.0064270282164216042 10.87399129231226
leaf_count=13 46 69 40 19 29 5 14 5 56 4 1 2764 18 18 20 15 7 31 135 18 25 29 52 89 27 54 68 2 2 359
internal_value=-9.67399e-06 -0.00619092 -0.0643457 0.000432939 0.00524203 -0.00287137 0.0307598 -0.0131114 -0.0831171 -0.0398322 0.015386 0.000126564 0.0161831 0.0352545 -0.0135124 0.0105996 -0.0410929 0.0416971 -0.0657877 0.0075569 -0.00355071 -0.0265071 0.0353077 0.0412246 -0.0626255 0.0236421 0.0572266 -0.0434008 0.0221191 -4.81246e-05
internal_weight=57.5013 1.24003 0.126798 1.11323 0.994458 0.834712 0.171443 0.105328 0.106162 0.118774 0.0170652 56.2612 0.605513 0.368713 0.2368 0.267511 0.100482 0.167029 0.0852849 0.190769 0.165559 0.109446 0.0598385 0.056113 0.0873918 0.0313819 0.0586301 0.0224892 0.0105231 55.6557
internal_count=4034 404 166 238 140 121 92 87 126 98 70 3630 507 224 283 206 160 46 153 263 245 127 98 118 40 58 73 93 91 3123
is_linear=0
shrinkage=0.1


Tree=390
num_leaves=31
num_cat=0
split_feature=1 1 4 2 2 4 4 0 3 0 2 3 4 1 2 1 2 2 3 3 2 4 2 0 1 1 2 3 0 0
split_gain=0.00434885 0.0466048 0.0315121 0.0249306 0.0315837 0.026523 0.0335491 0.0194093 0.0255337 0.0147021 0.0103484 0.0239975 0.00646254 0.0322022 0.0367017 0.0494696 0.0337263 0.0501563 0.0220282 0.0268136 0.0392052 0.0156008 0.0131149 0.010771 0.00710839 0.0159938 0.027949 0.0110287 0.0221764 0.0167636
threshold=60.613977009100005 58.167480110400007 35.171584490050009 -0.23349 -0.013805 48.96897326980001 48.86568841230001 76.451683855550016 -0.23921499999999998 67.04476885710001 -0.43644499999999997 -0.23921499999999998 43.961868063600001 62.00390986255001 0.051245000000000013 62.095317438950012 0.04932000000000001 -0.14429 0.096885000000000013 0.091645000000000018 -0.23783499999999999 49.122847560300009 -0.18231499999999998 86.420486603250012 61.901748453550006 61.93400995115001 -0.026144999999999998 0.093325000000000033 85.732241321850012 86.479632682150012
decision_type=2 2 2 2 2 2 2 2 2 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 7 6 10 8 -5 -6 -1 -12 24 -14 15 -15 17 18 19 20 -17 22 -22 -23 27 26 -26 29 -29 -2
right_child=12 2 -4 4 9 -7 -8 -9 -10 -11 11 -13 13 14 -16 16 -18 -19 -20 -21 21 23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.10080585057625591 -0.013915599606114196 0.046690062282163949 -0.10140464804555434 0.082636262802992522 0.094127196419774309 -0.079281408890991015 0.10034123457547291 0.10033329173342316 -0.042532685111986303 -0.10059871435790271 -0.10057380730619521 0.060208392118760425 -0.10144000571064288 0.093520883089002624 -0.10076545102991555 -0.101000780298501 0.10081623512570899 -0.084401613666931039 -0.10054425367122487 0.088979902473186892 0.0081091805272491962 0.10011394821346725 0.10012818654891564 -0.10033650975500047 -0.0213712235675502 0.0001474681041832987 0.0056540949780569637 -0.00018814733725457057 0.017761317214754071 0.0095223156996746845
leaf_weight=0.016048227436840534 0.69700726135303515 0.017830868874028738 0.073985398769082167 0.033051057330339972 0.004774194767370398 0.050359111530269729 0.028626260813325644 0.058278683107346296 0.032151408590834762 0.020639582838612114 0.015651094846973024 0.022815481935595017 0.03701710314692519 0.054818772830913076 0.035119299111830315 0.030257143915065399 0.024782075312032248 0.084182514488105653 0.016201938313315623 0.042953629838848428 0.029961703380422477 0.0034380604047328242 0.032063429295472901 0.012168347562788284 0.91660496145380854 51.046530563369267 0.65692868132100268 1.5708041133475492 1.2251849498134104 0.54281295090913773
leaf_count=6 41 34 64 22 4 30 3 9 55 124 43 39 14 10 96 133 3 190 12 9 19 1 24 195 45 2733 13 42 16 5
internal_value=-8.64104e-06 -0.0107537 -0.0726444 0.00936907 0.0375035 -0.0220098 0.01268 0.0583978 0.0209153 -0.0640178 -0.0333517 -0.00520989 6.18288e-05 -0.0125573 -0.00356644 0.00675181 -0.0104816 -0.0214605 0.0102589 0.0221602 -0.00444263 0.0331912 0.0556777 -0.0561777 0.000151582 -0.000158626 -0.0100885 0.00419616 0.0076772 -0.00365411
internal_weight=57.433 0.374211 0.0918163 0.282395 0.148895 0.1335 0.0831411 0.123481 0.0652025 0.0254138 0.0545148 0.0384666 57.0588 0.402964 0.365947 0.330828 0.276009 0.251227 0.167044 0.150842 0.107889 0.0776315 0.0620251 0.0156064 56.6559 52.6201 1.57353 4.03581 2.79599 1.23982
internal_count=4034 433 98 335 214 121 91 86 77 128 88 82 3601 706 692 596 586 583 393 381 372 239 43 196 2895 2791 58 104 58 46
is_linear=0
shrinkage=0.1


Tree=391
num_leaves=31
num_cat=0
split_feature=1 0 4 3 0 4 0 1 4 4 2 3 1 3 2 4 4 4 1 2 3 0 3 2 1 1 2 2 3 4
split_gain=0.00434304 0.0512749 0.0901284 0.0710005 0.0387511 0.0360095 0.0204426 0.0424991 0.0320865 0.18907 0.0745387 0.0486188 0.0988794 0.0508063 0.181664 0.0471036 0.0436777 0.0739286 0.0291723 0.154056 0.0540777 0.0261563 0.0239734 0.0198075 0.117922 0.0340902 0.0642563 0.0238401 0.0245671 0.0221294
threshold=71.015621515800021 96.163458868000006 42.310579034350006 -0.059734999999999996 96.039789794050009 42.47354681640001 87.350693116400024 62.116825104000007 40.720231579350006 39.861052345600008 -0.12546499999999997 0.08092000000000002 66.590419433100024 0.090390000000000012 -0.083064999999999986 39.256147742250008 40.040005255000004 40.340071172300007 62.213609596700003 -0.14259499999999997 0.099465000000000012 89.813320763900023 0.085335000000000022 -0.14429 62.095317438950012 62.079186690200011 -0.231905 -0.13953999999999997 0.41214500000000009 39.664548207900005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 5 -4 18 -8 9 10 -9 12 -10 14 -13 21 -11 -18 23 20 22 -12 -20 24 25 26 -1 -25 29 -29
right_child=1 -3 4 -5 -6 -7 7 8 11 16 15 13 -14 -15 -16 -17 17 -19 19 -21 -22 -23 -24 27 -26 -27 -28 28 -30 -31
leaf_value=-0.0010918224103213621 0.027104294244691324 -0.00052869517903256517 0.10030086681483584 -0.10176031033577237 0.093271886815230867 -0.065361586065152619 0.025156612807042702 -0.048048811489494594 0.073093251070456652 0.098699185733451947 0.023456464968111993 -0.0040096086817086518 -0.064990376089641838 0.0022340358938125709 -0.086433825832425884 0.03819997865591352 0.0042279332357997197 0.088594778777153924 -0.0011744571224905256 -0.082441587621644358 -0.027522994296983783 -0.0019716197298504236 0.09967118397669289 0.018254721283241571 -0.10641964378754637 0.047419396906874633 -0.10660597101344201 0.0075494443149381465 0.013603373408971185 -0.0021140256242444728
leaf_weight=0.74619289761881902 0.055039232523995452 16.97418528655875 0.018087418749928474 0.1915776592883266 0.056002725672442466 0.047786521941841187 0.88647926028352131 0.29048879576293885 0.20454074336157635 0.19750923069659609 0.45885239169001524 1.5309966293298198 0.069472580028531183 3.3403085582322092 0.32398449391075712 0.37401161500019942 0.23388505404000171 0.18683617419446819 0.030966109821971344 0.23305747894688877 0.083661113370908424 3.416894410234363 0.098736870429320334 0.70116331364262308 0.12187909055501223 0.12217638723086566 0.062554132592149925 2.6492765689911151 1.1911783431569336 22.460064900083765
leaf_count=209 13 1595 2 115 3 225 36 43 31 21 43 64 61 88 63 38 26 17 85 82 9 144 19 12 5 6 153 89 16 721
internal_value=-8.08063e-06 -0.00132985 -0.0382339 -0.0730007 0.0321166 -0.0198746 0.000564776 0.00412082 0.00236619 0.00802396 0.000959382 -0.00297004 0.0380839 -0.00513533 -0.0184055 0.0043093 0.0599058 0.041694 -0.000871851 -0.0262339 0.0351617 0.00103883 0.0755947 -0.000468273 -0.0139249 -0.00181521 -0.00925302 5.64038e-05 -0.000428757 -0.00109444
internal_weight=57.3578 17.3427 0.368494 0.246617 0.121877 0.0658739 40.0152 11.5143 10.6278 5.15848 4.54025 5.4693 0.274013 5.19529 1.85498 4.24976 0.61823 0.420721 28.5009 0.446422 0.213364 3.87575 0.129703 28.0545 1.0528 0.930923 0.808747 27.0017 26.3005 25.1093
internal_count=4034 1953 358 128 230 227 2081 675 639 332 268 307 92 215 127 225 64 43 1406 195 113 187 104 1211 373 368 362 838 826 810
is_linear=0
shrinkage=0.1


Tree=392
num_leaves=31
num_cat=0
split_feature=3 2 2 0 0 2 2 3 0 3 3 2 1 1 4 4 0 1 4 2 3 3 1 0 3 0 1 3 2 0
split_gain=0.00465953 0.0210048 0.0997402 0.0217748 0.048726 0.0187421 0.0306925 0.0254047 0.0302273 0.0562515 0.0476621 0.0541639 0.0203452 0.0710336 0.0190612 0.0538095 0.0883558 0.0143467 0.0111677 0.029417 0.0423314 0.0650392 0.052153 0.0395256 0.0518315 0.0679656 0.0336035 0.0278648 0.0241614 0.0676589
threshold=0.10249000000000003 -0.095204999999999998 -0.117885 87.818484831100008 97.674372337300014 -0.086139999999999994 -0.075639999999999999 0.10371000000000001 85.963448721100022 0.11002000000000002 0.41991500000000009 -0.048954999999999992 62.068432857650002 65.687097501250022 39.952536079750011 36.893814626400008 90.533827542850005 61.966271448700006 42.522337019050006 -0.101395 0.09551500000000003 0.085820000000000021 65.907551067950024 86.103248543850015 0.096515000000000031 85.624702996650015 61.993156030000002 0.085235000000000019 -0.085584999999999994 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=18 2 3 -2 -5 -3 -7 -8 10 12 11 -9 -10 -14 15 -11 -17 -4 -1 20 21 27 -23 24 25 26 -21 -20 29 -25
right_child=1 5 17 4 -6 6 7 8 9 14 -12 -13 13 -15 -16 16 -18 -19 19 23 -22 22 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.0012693019499125456 -0.034970537310240288 0.0065005321038634628 -0.050295160716604073 0.041287674289479048 -0.010893938504132698 -0.022134226519802805 -0.012162226296430677 0.0033325459573737429 0.011823078091850691 -0.0056844244860158591 0.0019499924530614028 -0.082058596269833944 0.07927556609966753 0.0054992296888345628 -0.0032171730894402411 0.088588273734252765 -0.015927412469197783 -0.10280904337020816 0.0065204195533778014 0.068152673333040023 -0.066474169567458399 0.092044432051126612 0.0092268510946285302 -0.00085314087486658115 0.091286375090822894 -0.10180466851892621 -0.10059081723504015 -0.069142637279140939 -0.00040781960383230384 -0.04682191353841151
leaf_weight=35.269550280788579 0.15873420622779122 3.0023959967003284 0.10166267899330594 0.2605282660483681 0.57146934180497055 0.73853705785603452 1.6451126441715986 0.12467396125430241 0.65618327911943175 0.58195435527113648 0.52694134321063757 0.18378032279974821 0.23429254040820524 0.29460886490346638 4.4206296011511554 0.19287949148565531 0.13930427733117767 0.10654769282108489 0.32205692690730092 0.045621199862199258 0.057437779462844674 0.17855027344194241 0.1324409053709843 1.0680145507212726 0.024457102887026849 0.13844146692645154 0.015919349975781927 0.057338716370921361 5.4929751364481056 0.45727020527465345
leaf_count=2120 32 43 10 26 53 32 19 16 12 22 5 32 14 35 69 13 34 38 632 90 22 26 59 9 6 53 46 4 383 79
internal_value=-7.80541e-06 -0.00159774 -0.0142519 -0.00102951 0.00544599 -0.000407003 -0.00253652 -0.000928404 0.00158421 0.00387892 -0.0163249 -0.0475444 0.0235864 0.0381806 -0.000498972 0.0126458 0.0447587 -0.0771681 0.00050454 -0.00287106 0.0160116 0.0228741 0.0567752 -0.00482073 -0.0461306 -0.0629363 0.024502 -0.00491467 -0.00349967 -0.0146343
internal_weight=57.2003 13.9402 1.19894 0.990732 0.831998 12.7413 9.7389 9.00036 7.35525 6.51985 0.835396 0.308454 1.18508 0.528901 5.33477 0.914138 0.332184 0.20821 43.2601 7.99052 0.747825 0.690387 0.310991 7.2427 0.224439 0.199982 0.0615405 0.379396 7.01826 1.52528
internal_count=4034 505 159 111 79 346 303 271 252 199 53 48 61 49 138 69 47 48 3529 1409 743 721 85 666 195 189 136 636 471 88
is_linear=0
shrinkage=0.1


Tree=393
num_leaves=31
num_cat=0
split_feature=1 0 0 3 0 3 3 2 0 0 1 1 0 1 1 2 3 1 1 3 3 1 3 2 1 3 0 2 1 4
split_gain=0.00524123 0.0694389 0.0766728 0.0367867 0.0535174 0.0423778 0.0243236 0.0320496 0.0210451 0.070161 0.0434832 0.0484641 0.0326774 0.0188483 0.0173924 0.0333508 0.0211413 0.0161621 0.0146153 0.0129486 0.0127739 0.0125188 0.0114237 0.00953831 0.0223811 0.0315061 0.0216193 0.0149028 0.018852 0.0208086
threshold=76.279622535200005 98.674478761850011 99.642323688800005 0.092465000000000033 97.521130223850008 0.08766000000000003 0.078105000000000022 0.096390000000000017 100.27142289135001 101.10215645365001 78.728807892050014 79.836452641800022 101.86567856270001 80.882262854550007 81.479100559500012 -0.085584999999999994 0.096010000000000026 87.030766598900016 75.951630643300021 0.089850000000000027 0.086230000000000015 87.447477609100005 0.09062000000000002 0.20949500000000004 67.300172379550006 0.11278000000000003 88.17067284620002 0.13747000000000004 63.705703859100005 39.577821550850011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 3 -3 4 5 -2 7 13 -8 -10 12 19 -11 -4 22 16 20 -17 23 -12 -16 -19 -13 27 25 26 -25 -1 -29 -30
right_child=1 2 6 -5 -6 -7 8 -9 9 10 11 14 -14 -15 15 17 -18 21 -20 -21 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-6.2187767109438789e-05 -0.10061402658742241 -0.10388461880642533 -0.10012783244216304 -0.017467200241017503 0.097538211957186441 0.091246218337158333 0.033822028493815375 -0.10038725042609305 -0.064093908865777593 0.00041863542560193639 -0.033210845157801698 -0.0029667588117358199 0.063150445256996049 0.089509607639941605 -0.10012470433237251 -0.10102774491336373 -0.10037005684970213 0.090482358854156744 -0.015746113855324245 -0.10358719211520993 0.072419646845937782 -0.10025417277289878 0.0082154678146555901 0.067451427902714051 0.0021035968646915849 0.10043691180253332 -0.024737354519093264 -0.0046931622056938585 -0.067852326871218407 -0.0074106854206291047
leaf_weight=49.694791032055129 0.028262640120940818 0.069673340162125785 0.0056437978934128488 0.059965705604554387 0.16842345573672901 0.019425017933826894 0.18507654191125755 0.011846885855465672 0.16743922477962758 0.1453513379153718 0.052536356597557066 2.0411764351262471 0.19368886916083738 0.07345564530590365 0.0048045043817250823 0.060860672671395499 0.011061227378805327 0.0088692402350716293 0.60588663115367936 0.052041235510841943 0.040115943440106605 0.0056224586126951701 1.6537883360258545 0.041189714996284432 0.639111150193024 0.061052796751710048 0.066519481819341308 0.69200569893342745 0.11477429884689627 0.11307832569627863
leaf_count=2414 93 34 50 15 16 5 29 77 39 26 21 36 33 235 178 96 64 2 16 20 75 227 45 23 40 10 33 36 19 27
internal_value=-6.71759e-06 0.00306604 0.000251379 0.0518303 0.0710587 -0.022462 0.00179072 0.053005 0.000783081 -0.000594933 0.0018951 -0.00106859 0.0362564 0.0759789 0.000767086 -0.0349937 0.0234705 -0.0784286 -0.000305506 -0.0682324 0.053965 0.0164808 0.00203817 -0.000123577 0.0106566 0.0430473 0.0105171 -0.000295642 -0.0129078 -0.0378564
internal_weight=57.0875 5.05913 4.78305 0.276077 0.216111 0.0476877 4.71338 0.0909463 4.62243 4.43736 4.26992 3.93088 0.33904 0.0790994 3.8263 0.131334 0.0559817 0.0753524 52.0284 0.104578 0.0449204 0.0144917 3.69496 51.4225 0.807873 0.168762 0.107709 50.6146 0.919858 0.227853
internal_count=4034 1416 1287 129 114 98 1253 362 891 862 823 764 59 285 723 642 317 325 2618 41 253 229 81 2602 106 66 56 2496 82 46
is_linear=0
shrinkage=0.1


Tree=394
num_leaves=31
num_cat=0
split_feature=4 2 3 4 1 3 4 3 1 1 2 2 4 4 0 3 0 2 3 2 2 2 3 1 3 2 2 0 4 0
split_gain=0.00470722 0.0348991 0.0388917 0.0374877 0.0234007 0.0197749 0.0137879 0.00792166 0.00634486 0.0642939 0.0202202 0.0284991 0.0240891 0.0288574 0.0198423 0.0277375 0.0125268 0.0102711 0.0254488 0.0060297 0.0302425 0.0224556 0.0195975 0.0637339 0.0595661 0.0467501 0.0389699 0.0234734 0.118482 0.0277417
threshold=34.466665687600006 0.15844000000000005 0.076835000000000028 32.051492741500006 69.563854125350005 0.088555000000000023 33.151194885250007 0.088435000000000027 60.613977009100005 58.167480110400007 -0.23349 -0.013805 48.96897326980001 48.86568841230001 76.451683855550016 -0.23921499999999998 67.04476885710001 -0.30094499999999996 -0.23921499999999998 -0.037054999999999998 -0.033799999999999997 -0.039434999999999998 -0.11223 66.590419433100024 0.049900000000000007 -0.032369999999999996 0.12427500000000002 85.877418060900013 39.525197829750006 86.054856297550018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 7 -6 -1 9 10 12 14 13 17 15 -12 -13 -2 -19 21 -21 -10 23 -22 -24 -25 -27 28 -26 -29
right_child=8 2 -4 4 6 -7 -8 -9 19 -11 11 16 -14 -15 -16 -17 -18 18 -20 20 22 -23 24 25 27 26 -28 29 -30 -31
leaf_value=-0.10005208321458262 -0.10067639803304081 0.053967722982530289 -0.101566801960138 0.082545512908308957 0.050116061073607089 -0.10133121394040034 -0.02497968609572845 0.098624104569043192 -0.00035423953675711354 -0.10126423883848459 0.081728683426510768 0.092119403374953834 -0.076224427380053972 0.10030701847659247 0.10031177962202149 -0.056674139770922942 -0.10053966747136865 -0.10052387190646846 0.077784485673021209 0.021153510883123075 0.096881558264173925 -0.018084635675805219 -0.0433749614231679 0.10052881777982031 0.0072140968990767875 -0.085989478317959042 0.068451517306188744 0.016560529157030109 -0.079687053160849564 0.00075123889947284949
leaf_weight=0.0025915951938014778 0.014683553366921842 0.024317044706094748 0.04744407780134452 0.1002033770507893 0.05056200148482759 0.028866631223593231 0.047341543942689412 0.008895259743439965 38.174098002830732 0.066977893745132633 0.030437682064075489 0.0041117859218492417 0.047629815853724722 0.025772270280867815 0.053481438430026174 0.027620278285212407 0.018831530286405496 0.014187856230556406 0.018365432032396711 0.75304933026200416 0.086115462294066414 0.72793282856218766 0.30666295025645851 0.026581081077836188 0.6019569442605669 0.070321264629750857 0.021283018326045067 1.2041088280966494 0.21219965584548817 14.196136672268567
leaf_count=103 8 29 38 47 16 29 44 2 2379 64 13 4 30 3 9 52 124 32 32 14 26 13 39 3 25 54 42 15 57 688
internal_value=-5.57038e-06 0.012279 -0.0488622 0.0306786 0.0485734 -0.0571722 0.0138033 0.0538 -7.27799e-05 -0.014068 0.00882394 0.0354882 -0.0209002 0.0151923 0.0563666 0.0158854 -0.0660123 -0.0312459 7.14964e-05 7.17411e-06 0.00155001 -0.00068601 0.000667371 0.0314494 0.000286718 -0.0162276 -0.0501072 0.00111249 -0.0154356 0.00198733
internal_weight=57.0128 0.310222 0.0717611 0.23846 0.198107 0.0403535 0.0979035 0.0114869 56.7025 0.3221 0.255122 0.134483 0.120639 0.0730091 0.111539 0.058058 0.0229433 0.0472368 0.0325533 56.3804 17.4784 38.902 16.7254 0.204301 16.5211 0.118185 0.0916043 16.2144 0.814157 15.4002
internal_count=4034 308 67 241 107 134 60 105 3726 371 307 202 105 75 74 65 128 72 64 3355 963 2392 949 125 824 99 96 785 82 703
is_linear=0
shrinkage=0.1


Tree=395
num_leaves=31
num_cat=0
split_feature=3 3 0 2 3 2 2 2 3 3 1 1 2 1 1 4 4 2 0 1 4 0 0 1 0 2 1 3 4 2
split_gain=0.00432471 0.0566884 0.0427296 0.0563425 0.0257457 0.0182676 0.0585127 0.101209 0.0738664 0.0530431 0.143593 0.0255967 0.0307929 0.0338397 0.0225292 0.0505357 0.218624 0.0312415 0.0887445 0.0291173 0.0422766 0.0451159 0.13506 0.0902927 0.0265242 0.0212338 0.0401588 0.0907864 0.0212154 0.0174149
threshold=0.094725000000000018 0.096315000000000026 87.170566421650008 -0.10423499999999999 0.09450500000000002 -0.032369999999999996 -0.053159999999999992 -0.06483499999999999 0.10608500000000003 0.10111000000000002 78.962703749400006 61.982402197500001 -0.02903 73.037342029850024 61.966271448700006 39.952536079750011 37.52517992975001 -0.094519999999999993 89.705782438650019 74.739136026450012 40.750688432250008 85.963448721100022 86.756543869550015 62.165217350350012 97.39208423365001 -0.026144999999999998 67.300172379550006 0.11278000000000003 40.467253020850002 -0.092479999999999993
decision_type=2 2 2 2 2 2 2 2 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 29 6 7 14 -9 10 -7 -11 -13 25 28 16 17 24 -19 20 -17 -22 -23 -24 -16 -14 27 -27 -3 -1
right_child=1 5 3 -5 -6 9 -8 8 -10 11 -12 12 13 -15 15 19 -18 18 -20 -21 21 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0034942641650654266 -0.0081016693237445387 0.01574849491221186 -0.017151144738502998 -0.098205950246761084 0.020469059234001302 0.08563430305963543 -0.021387642883295331 0.069095462935227045 -0.003904363080548505 -0.0094812521339636326 -0.0024724573106355736 0.025018186118864544 -0.0014575693543233607 -0.018819784857599383 0.03663049903994129 0.005029576724090162 -0.10660107604989683 0.024917476800980578 -0.10350821020070385 0.011493554983108081 -0.0043870639785097256 -0.10688129718228219 0.048457794348304023 -0.040423831856475682 -0.0048783077059085106 -0.0077411304795352368 0.00065578141595429241 0.079745579480273818 -0.0011484870137771382 -0.0011745446500971732
leaf_weight=11.560140451953247 0.52112777699949475 1.095307191484608 0.19177734188360773 0.15512915308752895 0.641685338770002 0.28289726020375106 1.4261795236558903 0.35623160438262758 0.22690255214183708 1.7023277428688741 0.53439365841256858 0.65346810221672047 1.4945212304592137 0.66917030723315907 0.22324788095147596 1.7728776983967693 0.25417116519753336 0.11464433278888442 0.10139560759999 1.2928017039600943 1.1443755228838197 0.19663352728821326 0.17658009380102158 0.32403288039495237 0.49589166836340759 0.22298494227288801 0.65646660920174327 0.25341536740438642 2.3106777863540628 25.864597330704893
leaf_count=1545 13 34 32 24 13 32 38 25 25 33 26 4 8 71 23 21 77 7 37 73 33 14 12 47 44 25 18 28 33 1619
internal_value=-5.25603e-06 -0.001244 -0.0262038 -0.0533971 0.000608141 -3.91009e-05 -0.00242852 0.000252395 0.0406906 0.00421258 0.0280248 0.000769498 0.00518722 0.00125619 -0.00222912 -0.00586849 -0.024362 -0.00201037 -0.0353575 -0.00138633 -0.00599309 -0.0166043 -0.0366562 -0.00907281 0.00800758 0.00636934 0.0166949 0.0387964 0.0042853 0.000267605
internal_weight=56.9161 18.8496 0.868034 0.346906 38.0664 17.9816 11.512 10.0858 0.583134 6.46965 0.817291 5.65235 3.95003 3.29656 9.50264 6.09665 1.18935 0.935179 0.21604 4.9073 3.6145 1.84162 0.697247 0.500613 0.71914 2.62739 1.13287 0.4764 3.40598 37.4247
internal_count=4034 857 69 56 3177 788 543 505 50 245 58 187 154 150 455 388 188 111 44 200 127 106 73 59 67 79 71 53 67 3164
is_linear=0
shrinkage=0.1


Tree=396
num_leaves=31
num_cat=0
split_feature=1 0 0 3 0 3 3 2 1 0 0 2 1 4 4 1 3 1 1 1 0 3 0 1 0 0 4 1 2 0
split_gain=0.00453942 0.0591989 0.0690413 0.0365179 0.0484846 0.0381799 0.0216608 0.0285607 0.0180219 0.0484253 0.0482237 0.0532056 0.0831601 0.0455685 0.0495446 0.0363139 0.02039 0.0170785 0.016525 0.0122005 0.0111743 0.0165413 0.00707133 0.00911044 0.0103048 0.0246603 0.0111113 0.0280058 0.0226286 0.00965625
threshold=76.279622535200005 98.674478761850011 99.642323688800005 0.092465000000000033 97.521130223850008 0.08766000000000003 0.078105000000000022 0.096390000000000017 77.543197856500015 100.27142289135001 101.10215645365001 -0.079634999999999997 79.95743325765001 42.283941020600004 42.434124620650003 83.116371560950014 0.11922500000000003 83.468559576050012 80.882262854550007 75.951630643300021 102.70985441565001 0.079805000000000029 99.470262368500016 75.499969677400017 96.959242474650011 97.39208423365001 40.340071172300007 75.077881750900005 -0.028049999999999999 96.851704149400021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 3 -3 4 5 -2 7 18 -8 -10 -11 13 -13 15 -15 -12 -16 -17 -4 22 -14 -22 23 24 29 -26 28 -28 -27 -1
right_child=1 2 6 -5 -6 -7 8 -9 9 10 11 12 20 14 16 17 -18 -19 -20 -21 21 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-4.5919618691602648e-05 -0.10055968110065926 -0.10350601411815215 -0.1001154539664052 -0.020063496938063301 0.096788028302965332 0.089551746382785111 -0.040914523004892046 -0.10034232940724175 0.057406847936894323 -0.056394408177294575 -0.10234775596508441 0.059558473142363427 0.0029259307505433616 0.095206982090117728 -0.10050596611416239 0.093272042601159816 0.099916056903012238 -0.055777884050915105 0.087449493884122209 -0.014358219524992605 -0.0071549159225041715 -0.068415687086663846 -0.011259409844970539 0.010213095395291066 -0.017088539108480037 -0.020307921312311752 -0.0085711225513086797 0.021861397441007398 0.0077226070701016782 0.0077779763456485964
leaf_weight=44.571521107024836 0.025772671398044511 0.063159086760492644 0.0050456224481928427 0.05781283629698919 0.15340000040350787 0.017901063605677336 0.1011320286834233 0.010712911882084342 0.15117899741380814 0.14735450507214398 0.1191918908846209 0.25658422564811312 3.1738434924345715 0.039535339353847121 0.030099751543143594 0.015538768435362726 0.0061057238599460098 0.015214755240595235 0.068021865823994165 0.6086130325340936 0.47800746387984805 0.048553291883177252 0.56317384965473039 0.85996541508575219 1.1912282533321552 0.58354796772164264 0.58191977531760108 0.62952349963597953 0.56864925082481954 1.6353530608466815
leaf_count=2362 93 34 50 15 16 5 31 77 17 31 75 34 56 10 161 4 2 197 235 16 26 247 68 35 24 31 43 14 13 12
internal_value=-5.76027e-06 0.00287663 0.000346535 0.0498211 0.0703222 -0.0226365 0.00175225 0.0521408 0.000830979 0.00177309 -0.000169308 0.00181149 0.00450502 -0.0454146 0.0178094 -0.0773504 -0.0667066 0.0195323 0.0744973 -0.000283137 0.000687637 -0.0128037 -0.000115777 8.19717e-06 -0.00016816 -0.00535631 0.0005565 0.00724306 -0.00647388 0.000230984
internal_weight=56.7777 4.98417 4.72928 0.254887 0.197074 0.0436737 4.66612 0.0837804 4.58234 4.48121 4.33003 4.18267 3.95699 0.225686 0.0757408 0.149945 0.0362055 0.0307535 0.0730675 51.7935 3.7004 0.526561 51.1849 50.6217 49.7617 3.55487 2.36364 1.21144 1.1522 46.2069
internal_count=4034 1416 1287 129 114 98 1253 362 891 860 843 812 363 449 173 276 163 201 285 2618 329 273 2602 2534 2499 125 101 57 44 2374
is_linear=0
shrinkage=0.1


Tree=397
num_leaves=31
num_cat=0
split_feature=0 0 1 2 3 3 3 2 1 4 4 1 2 4 0 4 0 4 1 4 2 4 4 4 4 2 2 1 1 3
split_gain=0.00436394 0.0586874 0.0232354 0.142446 0.0401181 0.0236211 0.018082 0.0168156 0.100769 0.0291418 0.0809437 0.0523056 0.0189475 0.0189133 0.0503553 0.0353948 0.0219396 0.0423976 0.0527068 0.0509605 0.0468952 0.0431026 0.0285347 0.0427826 0.0549453 0.183017 0.0811057 0.0402331 0.0917207 0.0411341
threshold=87.350693116400024 87.638358136350021 62.213609596700003 -0.14259499999999997 0.099465000000000012 0.085335000000000022 0.093160000000000034 -0.14429 62.095317438950012 41.770271989050009 41.218101594450012 62.079186690200011 -0.13953999999999997 39.664548207900005 85.812895065800021 40.137820134150012 85.812895065800021 41.942745071500006 61.977025281250008 41.385032804600009 -0.083064999999999986 44.262924377150007 40.563919884450009 42.753078181500008 42.006870117350005 -0.080574999999999994 -0.06483499999999999 61.987779113750001 61.901748453550006 0.08673500000000002
decision_type=2 2 2 2 2 2 2 2 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 -4 -5 8 9 10 -1 -11 -9 14 -14 -15 17 19 -19 -17 21 -20 -18 24 27 -26 -27 28 -24 -29
right_child=1 -3 3 6 -6 -7 -8 12 -10 11 -12 -13 13 15 -16 16 22 18 20 -21 -22 -23 23 -25 25 26 -28 29 -30 -31
leaf_value=-0.00017962716900716148 0.044115825046897955 0.0003924516179974588 -0.0019551195399632108 -0.10461177300488363 -0.018441247994238987 0.09947710798589586 -0.046100608242553784 0.016285444189626203 -0.10546829873504152 -0.0055456001189738832 -0.1060006460484049 0.089550724252373939 -0.0025377131505286729 -0.013247976526124595 0.026439814168375 0.0020118827001028719 0.006646933268101736 -0.093272511750271625 -0.10054888632268917 0.029006324904441105 0.045144921297104998 0.046881712348960762 0.0034239483682555628 0.0066564722048051339 -0.10473855460839239 0.012802899946851982 -0.056413806310216308 -0.009334354348157067 -0.039214981908862197 0.0052850083482883694
leaf_weight=0.55921097043526191 0.31036721706516601 28.171192701956947 0.03095107394809915 0.12703493395847587 0.079181814521120941 0.088909510830944782 0.090402033824375394 0.69114709006317454 0.10594974877312779 0.17599123863929833 0.083013834294888511 0.08615288243163377 1.7267843586403153 2.2745149735128534 0.91875070694368322 2.3137065444479994 3.4024915965565041 0.090100094684785748 0.061746397203933157 1.0022812030979933 0.10383879813161911 0.02921179161148757 1.067286523059009 3.184386403678217 0.24091480247443542 0.62151849537622184 0.2326617047729076 3.3455290757119656 0.95672405429650087 4.5315099821891636
leaf_count=221 32 2588 85 56 10 19 33 12 5 131 11 5 70 30 23 47 34 149 51 50 38 13 11 78 23 55 26 28 34 66
internal_value=-4.35395e-06 0.000868911 -0.000885653 -0.0243306 0.0367949 0.0732847 -0.0802851 -0.000534486 -0.013199 -0.00238939 -0.013858 0.0257075 -5.69651e-05 -0.000489658 0.0075257 -0.00139359 -0.000120791 0.00699059 -0.0300287 0.0101711 -0.000776389 -0.0532006 -0.00157715 -0.00355045 -0.00650628 -0.0277612 -0.00605035 -0.0041554 -0.0167309 -0.000924114
internal_weight=56.7035 28.4816 28.2219 0.416479 0.199042 0.119861 0.217437 27.8054 1.01032 0.904369 0.642225 0.262144 26.7951 26.104 2.64554 23.4584 21.1839 3.60088 0.284897 3.31599 0.194797 0.0909582 17.583 14.1805 10.9961 1.0951 0.85418 9.90105 2.02401 7.87704
internal_count=4034 2620 1414 203 114 104 89 1211 373 368 232 136 838 826 93 733 703 348 251 97 102 64 355 321 243 104 81 139 45 94
is_linear=0
shrinkage=0.1


Tree=398
num_leaves=31
num_cat=0
split_feature=4 2 3 2 3 0 0 0 2 2 1 0 3 2 2 3 2 2 2 4 3 4 0 3 4 4 4 2 0 4
split_gain=0.00396306 0.0316674 0.0353765 0.0333939 0.0156242 0.0135264 0.0124521 0.0112724 0.0169168 0.0403651 0.00547857 0.03001 0.0228344 0.0158871 0.0339505 0.0314755 0.0241748 0.0348075 0.0159481 0.0321345 0.020978 0.0164747 0.0127891 0.0103217 0.00630828 0.00469271 0.0339063 0.0889086 0.0186459 0.126974
threshold=34.466665687600006 0.15844000000000005 0.076835000000000028 -0.117885 0.10507500000000002 89.953120586650016 92.805574663100018 94.114853772600014 -0.116995 0.10957500000000002 61.622148808000013 85.425757095000009 0.21629500000000004 0.18145000000000003 -0.10946499999999999 1.0000000180025095e-35 -0.018034999999999999 -0.013805 -0.23349 48.96897326980001 -0.23921499999999998 48.86568841230001 67.04476885710001 -0.23921499999999998 48.86568841230001 37.038444968100009 36.620308449100001 -0.081354999999999997 89.813320763900023 35.171584490050009
decision_type=2 2 2 2 2 2 2 2 2 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 -5 -7 -8 -9 -10 11 12 13 14 15 18 -16 -18 19 21 -20 23 -19 -2 -22 26 28 -28 29 -12
right_child=10 2 -4 5 -6 6 7 8 9 -11 25 -13 -14 -15 16 -17 17 22 20 -21 24 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.10111422661172308 -0.10046503117657107 0.050352412795556328 -0.1014186275564581 0.079077444351075832 0.10001402554880592 -0.024882504325957136 0.10031161720137063 0.10061895009105426 -0.1005526484466375 0.10035885719519691 -0.057883038181766634 -0.1018952847632346 -0.10110362807785876 0.063731957478892418 -0.075672570761751115 0.076788579399184348 0.10037237449380908 0.092156072458017463 0.082921171738909644 -0.1008326670093328 0.0072448136748998115 0.073882986578717155 -0.10044388079817215 0.026911386057543136 -0.10083742138181132 0.00024020808313772902 -0.09780731308170619 0.011781832877339216 -0.0029398125010264391 0.08558270960680954
leaf_weight=0.024717401538585038 0.01304065274064925 0.023616653557610334 0.043918842143312986 0.072391424617299416 0.0045776540302142612 0.035981188993901014 0.025902548339217901 0.018487416207790375 0.023392587510588925 0.01746659690843444 0.10608893168233802 0.033664146001683548 0.02273161243647337 0.037662945891497657 0.086414373588951321 0.067200892569871939 0.023383262567222118 0.00412075142958812 0.035580771636887221 0.038689345616148785 0.011935069984247093 0.026917113689705729 0.021108354387564532 0.012421258062886409 0.0098624364472925663 52.793407335474718 0.13046679395046112 0.17113853413229652 2.4640909465888594 0.14740804829671106
leaf_count=137 39 29 38 22 9 7 3 1 59 3 12 6 4 10 30 47 3 4 15 29 41 5 137 31 2 3038 37 33 163 40
internal_value=-7.01058e-06 0.0116439 -0.0483454 0.0298184 -0.0696859 0.0448735 0.0244489 0.0452703 0.0212468 -0.0146664 -6.71633e-05 -0.0111222 -0.00368843 0.00201385 -0.00461477 0.0200064 -0.0439366 0.0124779 -0.00569852 -0.0317156 0.0355947 0.0193371 -0.0689859 -0.0383261 -0.0416578 2.09269e-05 -0.00381341 -0.0356236 -0.000283021 0.025542
internal_weight=56.5478 0.290452 0.0675355 0.222917 0.0292951 0.193622 0.12123 0.0852491 0.0593466 0.0408592 56.2573 0.444733 0.411069 0.388337 0.350674 0.215648 0.135027 0.0486124 0.148447 0.0910684 0.0573783 0.052379 0.0252291 0.0254619 0.0217975 55.8126 3.01919 0.301605 2.71759 0.253497
internal_count=4034 308 67 241 146 95 73 66 63 62 3726 403 397 393 383 209 174 144 162 104 58 75 141 70 43 3323 285 70 215 52
is_linear=0
shrinkage=0.1


Tree=399
num_leaves=31
num_cat=0
split_feature=0 0 0 4 4 0 3 3 2 4 4 2 3 0 1 0 3 2 2 1 2 4 1 1 0 4 3 4 2 2
split_gain=0.0040143 0.041527 0.0299082 0.0204325 0.0542313 0.0432839 0.0255275 0.0339996 0.0411873 0.0286369 0.0481652 0.0214703 0.0896544 0.0626759 0.0577187 0.0195181 0.0139879 0.0138577 0.122106 0.248324 0.089783 0.134028 0.0570113 0.0295325 0.052799 0.0246918 0.0509225 0.0660785 0.0457369 0.0535209
threshold=85.995710218650018 85.925810307250018 86.103248543850015 41.942745071500006 42.434124620650003 85.812895065800021 0.10828500000000003 0.087555000000000022 -0.14259499999999997 42.719328117250008 43.572676689450006 -0.091179999999999997 0.11082500000000002 85.705356740550016 61.049507226200006 75.994645973400011 0.089505000000000015 -0.06828999999999999 -0.058374999999999996 70.171445662850019 -0.075639999999999999 39.337369931850013 71.104340634100012 61.93938686740001 86.329079026800017 43.631818398850008 0.09091500000000001 43.680097826700013 -0.10290999999999999 -0.22932499999999997
decision_type=2 2 2 2 2 2 2 2 2 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 11 -5 6 7 8 -6 -9 -11 12 13 14 15 -1 -13 20 19 -19 25 -22 -21 -20 -25 -4 27 -27 29 -29
right_child=2 -3 17 4 5 -7 -8 9 -10 10 -12 16 -14 -15 -16 -17 -18 18 23 22 21 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.08976104851134277 0.016184757222584306 -0.024262424141547851 -0.0007339534519721384 -0.1011124342830293 0.0095055228409673242 -0.10073168122660017 -0.10050577020052823 0.072497112025654661 -0.088601404949605236 -0.10038666989090704 0.065826408627960784 0.0079699485259686464 0.089557636062884138 0.013242480489426818 -0.091114200356241709 0.043596722090975502 -0.0032726688984676421 0.088849399952245556 0.019678648823293707 0.019605699057296394 -0.0019493209374595675 -0.071139388559097808 -0.10329002149351402 -0.024022995148275397 0.00091612455765388654 0.099001029900385104 0.073569857797507895 -0.10088061503082589 -0.083577973312778248 0.052128692006032241
leaf_weight=0.013303178718075404 1.1673201907178725 0.76219188729010134 22.01125377647676 0.069835670487606971 0.15343850126054348 0.044135573843959719 0.022374853140718187 0.11168822643230669 0.059341956540864382 0.031681743362355519 0.038767974884201806 1.3752351534180851 0.13594367558835063 1.1528162639588115 0.11999368262941168 0.062708283173606105 5.6667959019910086 0.40942367515526967 0.778753587394024 0.060117566958069801 0.72799818576588637 0.45491709101166578 0.10144241161901846 0.88722319499356928 19.660122751256019 0.051802552261505208 0.13769715039416042 0.030851994237323765 0.084851437608918445 0.088257054675281665
leaf_count=97 42 31 1237 62 185 20 23 14 156 35 13 89 20 11 136 39 99 25 18 4 41 41 51 32 987 4 33 89 60 340
internal_value=-7.1765e-06 -0.00184482 0.000379648 4.15121e-05 -0.018986 -0.0065564 0.00340417 0.00929138 -0.0178553 0.0410052 -0.0089208 0.00122702 0.0121552 0.00435401 -0.047924 0.0202571 -0.0010771 -2.5975e-05 0.00178562 0.0474229 -0.00170773 -0.0285579 -0.0575597 0.000563731 -0.000160733 -0.000290105 0.02454 -0.0018566 -0.0274727 0.0124957
internal_weight=56.4723 9.82025 46.652 9.05806 0.531264 0.461429 0.417293 0.394918 0.21278 0.182138 0.0704497 8.5268 1.48477 1.34882 0.196005 0.0760115 7.04203 45.4847 21.8971 0.570984 23.5876 1.18292 0.16156 21.3261 20.5473 22.4047 0.39346 0.255763 0.20396 0.119109
internal_count=4034 1030 3004 999 508 446 426 403 341 62 48 491 303 283 272 136 188 2962 1117 80 1845 82 55 1037 1019 1763 526 493 489 429
is_linear=0
shrinkage=0.1


Tree=400
num_leaves=31
num_cat=0
split_feature=2 2 1 1 2 4 0 0 0 2 1 4 1 4 4 2 0 0 3 4 4 4 2 3 4 4 0 3 4 3
split_gain=0.00466588 0.00908673 0.0325275 0.021931 0.0127926 0.0526109 0.0379785 0.025118 0.0393075 0.0127704 0.0422849 0.047347 0.038878 0.0360485 0.0129593 0.0102176 0.00953817 0.0162244 0.00859594 0.00779358 0.00653512 0.0288559 0.152324 0.0260318 0.080532 0.0315061 0.0304105 0.0258768 0.0470348 0.0633226
threshold=-0.63113999999999992 -0.58559499999999998 78.285212300550015 75.408562100950022 -0.26894999999999997 35.782584506850007 99.994511703900017 87.350693116400024 87.278104746850019 -0.167075 62.084563606450011 38.969453495950006 70.206395618550019 48.226196960950006 48.96897326980001 -0.23369999999999999 101.18549865570002 102.11570516885001 -0.25095999999999996 40.00488309970001 39.685256516350002 39.896141435400004 -0.039434999999999998 -0.10565499999999999 38.748048509250005 35.782584506850007 93.399723909900004 0.09062000000000002 38.121007182500009 0.10507500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 19 10 13 -12 -13 -6 15 -14 -4 -18 -15 -7 23 22 -22 24 25 -11 -27 -25 -29 -30
right_child=1 4 16 -5 9 6 -8 -9 -10 20 11 12 14 18 -16 -17 17 -19 -20 -21 21 -23 -24 27 -26 26 -28 28 29 -31
leaf_value=-0.00850440590746049 0.020469575838340165 0.077573319631762838 0.098563946924545703 -0.035610681412010091 -0.10062683472619192 0.016721524144282712 0.073078098654265775 -0.080869997024572191 0.10037691959561544 0.055899499542873959 -0.10063651338036061 0.084912447268638613 0.038627905738286034 -0.015674019847545909 0.068699069686474365 -0.10100992470053144 0.10015775349274447 -0.10021428699409946 0.036765429621790212 -0.1019074361005417 -0.075618414530865596 -0.00022428579695982125 0.011714736718272846 -0.0041257242515082655 0.094459522897582027 -0.09157954384925332 0.020571791037160874 1.5336784461546892e-05 0.02901233157867053 -0.015987028740341774
leaf_weight=0.63878682174563195 0.20953060184501637 0.043818503083094096 0.052386661031050608 0.10451667086636007 0.04102570226008051 0.0072671548014113787 0.025014302362990293 0.13567455405286921 0.022556156851351261 0.04179095462359228 0.019467701705655038 0.15581344409798703 0.0070855624553018961 0.071724845445714891 0.0099562966788653284 0.02011959175837319 0.0090928131248801947 0.0072736400922153157 0.055406342460628366 0.023275300871205218 0.30531326694494965 42.498257574530427 0.57742568530414828 4.8244199990731857 0.11802002241711307 0.061251966028066818 0.039944954287534529 4.3746955756243988 1.4237369198754946 0.40073027615017043
leaf_count=64 37 28 9 29 222 6 54 64 2 39 36 56 44 20 5 32 2 82 32 87 34 2186 23 346 16 29 37 264 94 55
internal_value=-6.49592e-06 9.09845e-05 0.0154449 0.00180576 -1.5292e-05 -0.0222477 -0.0427073 -0.05805 0.000258184 8.87517e-05 0.0183429 0.0479977 0.0629922 -0.0191218 -0.0289168 -0.0646414 0.0777453 0.0111077 0.00718015 -0.0736813 -3.83393e-05 -0.000595991 -0.0184912 0.00210542 0.033319 -0.0171455 -0.0473106 0.00136637 0.00564053 0.0191286
internal_weight=56.3254 55.6866 0.3828 0.314047 55.3038 0.257606 0.213787 0.188773 0.0530986 55.0462 0.380599 0.212443 0.192975 0.168157 0.0371615 0.0272052 0.0687531 0.0163665 0.127131 0.0305425 54.6656 43.381 0.882739 11.2846 0.261008 0.142988 0.101197 11.0236 6.19916 1.82447
internal_count=4034 3970 159 66 3811 241 213 159 95 3570 447 173 137 274 81 76 93 84 52 93 3123 2243 57 880 121 105 66 759 413 149
is_linear=0
shrinkage=0.1


Tree=401
num_leaves=31
num_cat=0
split_feature=4 0 2 0 2 3 4 0 2 4 4 4 3 3 4 1 4 0 3 1 0 4 3 1 2 4 4 0 1 1
split_gain=0.00429877 0.0209557 0.0825536 0.0669976 0.0511335 0.0361276 0.0206759 0.0721484 0.0773829 0.049599 0.0388199 0.0721376 0.0545975 0.0798127 0.054488 0.0349988 0.0228331 0.0225691 0.0223385 0.0200995 0.0700583 0.0221277 0.118561 0.0272308 0.0182673 0.0262581 0.0937189 0.0331532 0.106625 0.0500662
threshold=42.198888176300009 86.20003303655001 -0.097294999999999993 85.764502819450016 -0.083064999999999986 0.087555000000000022 41.806790701050012 86.256490657300006 -0.061874999999999999 41.685324604100011 41.535369675400013 41.571132012400007 0.086955000000000018 0.082535000000000011 41.481306584950012 62.084563606450011 42.006870117350005 97.39208423365001 0.087905000000000025 62.132955852800002 87.818484831100008 43.120094701700005 0.087555000000000022 62.095317438950012 -0.12546499999999997 40.280372415600006 40.098777110850008 93.399723909900004 66.45599652655001 70.123053416500014
decision_type=2 2 2 2 2 2 2 2 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 9 8 -8 10 14 -12 13 -13 24 -9 18 -18 -17 21 -21 22 23 -3 25 26 27 28 -1 -29
right_child=1 19 3 -5 5 -7 7 15 -10 -11 11 12 -14 -15 -16 16 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0092289131438204886 0.0023815013954291142 0.035367262279889872 -0.10050219637845913 -0.10134091824275977 -0.072847331119359274 0.057874810767335007 0.079855183944085417 -0.018241760282709348 -0.0048971152519240169 -0.025756545106345542 0.062983102498460466 -0.048027220646956588 -0.011083039069251961 0.10028720106256224 -0.026334161248542504 -0.0067254291382979467 0.026875742611703363 0.0010201619334342595 0.010945669821367864 -0.050803585904469512 -0.001247232599398991 -3.1384098182032291e-05 0.00062484927223957921 0.10128945347556782 0.0010033845513810191 -0.0010622622813153161 -0.095927739189972883 0.084116910331682587 -0.11021372839522033 -0.0050917568596649757
leaf_weight=0.20139309924771331 0.81946365543599597 0.10158590920036681 0.045162234705912851 0.16701322736298607 0.0281410971339493 0.085001185950709157 0.26079249093663748 0.68272181146312494 0.18355750849872166 0.75373864825436854 0.2764774471174849 0.05298094818260779 0.5878364416785189 0.1151242674977766 0.79187535360961092 1.6243070893203824 0.84731107784318715 0.5612118915641986 1.2783710517971938 0.29641474247831912 7.5896376633605289 2.1581562476058025 0.97669295314699411 0.1635319342603907 31.651445123783997 2.9747495550744816 0.13867256718185661 0.069739819155074656 0.11883921247817852 0.64253994721698771
leaf_count=202 236 22 50 60 125 40 29 10 37 46 15 41 16 23 31 55 25 25 28 29 1010 22 27 53 1293 196 17 8 15 248
internal_value=-5.31694e-06 -0.00164662 -0.0145383 -0.0571587 -0.010546 0.0253612 0.000460352 0.00623098 0.0448447 -0.000357419 0.000151445 0.0192745 0.00328855 0.0535436 -0.00038814 0.00279521 0.00612662 0.0165738 0.00105712 -0.000338963 -0.00310992 0.00608813 0.0167233 0.0760299 0.000185813 -0.0060558 -0.0187391 -0.00837223 -0.0350966 0.00364273
internal_weight=56.2445 12.4308 1.14478 0.325318 0.158305 0.113142 43.8137 5.43827 0.44435 38.3754 37.6217 1.03242 0.755942 0.168105 36.5893 4.99392 4.3112 1.40852 2.90268 11.286 7.88605 3.39997 1.24181 0.265118 35.7974 4.14593 1.17118 1.03251 0.320232 0.71228
internal_count=4034 1674 511 275 215 165 2360 209 66 2151 2105 95 80 64 2010 143 133 50 83 1163 1039 124 102 75 1979 686 490 473 217 256
is_linear=0
shrinkage=0.1


Tree=402
num_leaves=31
num_cat=0
split_feature=2 2 1 1 0 0 2 2 0 4 4 3 0 3 4 3 2 3 3 0 0 4 2 2 4 3 4 4 0 0
split_gain=0.00390007 0.00867513 0.029182 0.0180775 0.00849028 0.014655 0.0055751 0.0387854 0.0247722 0.0229205 0.0299298 0.0296636 0.0379801 0.0366993 0.0182876 0.0167369 0.00928425 0.0541391 0.043367 0.0498703 0.0181023 0.0175588 0.0170503 0.00544926 0.00489979 0.0226759 0.0722098 0.0268034 0.0273611 0.02237
threshold=-0.63113999999999992 -0.58559499999999998 78.285212300550015 75.408562100950022 101.18549865570002 102.11570516885001 -0.23401999999999998 -0.54526999999999992 87.350693116400024 35.782584506850007 38.969453495950006 0.096010000000000026 86.256490657300006 -0.5351999999999999 41.942745071500006 0.093325000000000033 -0.16080999999999998 0.4381000000000001 0.076130000000000017 94.75470680765001 71.332859575200004 47.927946529500012 -0.23349 -0.23783499999999999 39.685256516350002 -0.10565499999999999 38.748048509250005 35.782584506850007 93.399723909900004 91.066142252700018
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 8 -3 -9 -11 12 13 -12 -14 -16 17 18 20 -20 22 -21 -8 -15 25 26 27 -18 -29 -27
right_child=1 6 4 -5 5 -7 16 9 -10 10 11 -13 14 23 15 -17 24 -19 19 21 -22 -23 -24 -25 -26 29 -28 28 -30 -31
leaf_value=-0.0077675899585005863 0.019900455179232921 0.051617965870368966 0.098185809764845033 -0.031604419816821772 0.10014301042271684 -0.10019299318696587 -0.047259981163668634 0.073301144269313639 -0.10100050534469369 -0.10067566745999726 0.095600375314851271 -0.059878218298164122 0.09197976522251429 -0.10065905866360694 -0.1002293137358089 0.047896420703485293 0.051858478573114042 -0.1029897728746849 0.087449117541294974 -0.1012911234111237 -0.090709042458593292 0.023543720457700812 0.049162314562897269 -0.037780057371039677 -0.00051752870995067091 0.0070604702371336904 0.092891342730368809 -0.089725810999062391 0.01849657129567344 -0.0022872170000737702
leaf_weight=0.63962021662920321 0.20360337348119983 0.012756464704580139 0.047689425584394485 0.10242940150430968 0.008251372491940856 0.0065500822728736816 0.034556987120595295 0.041175821065708273 0.063960688678546318 0.03015836541932515 0.017340408120389839 0.054018906629835328 0.070842349801068849 0.029340920409431703 0.010687385541885419 0.026647461578249931 0.040532128306835058 0.033770889043807983 0.1452939216417235 0.020438672527950175 0.027873771879298737 0.025109931231762417 0.039076602753276179 0.025991577422246337 43.158529310894615 4.0526608728957871 0.10835452289711611 0.056607092279591598 0.039777337431701199 6.9512976713263477
leaf_count=64 37 53 9 29 2 82 28 49 68 46 13 19 14 87 72 3 39 2 37 39 151 19 29 6 2205 213 16 29 37 537
internal_value=-3.58263e-06 8.59188e-05 0.0153777 0.00266173 0.0776508 0.0114884 -1.63256e-05 -0.0120406 -0.0756232 0.00388962 -0.00689446 0.00514752 0.0245703 -0.031341 0.0621313 0.0054943 6.77966e-05 0.0168901 0.0307381 0.0588273 -0.022072 -0.0324725 0.00391036 -0.0711226 -3.30367e-05 0.00182575 0.0318984 -0.0163708 -0.045063 0.00115545
internal_weight=56.1249 55.4853 0.368524 0.306033 0.0624909 0.0148015 55.1168 0.38292 0.0767172 0.306203 0.265027 0.234869 0.18085 0.0726729 0.108177 0.0373348 54.7339 0.326121 0.29235 0.190843 0.101507 0.0455486 0.0736336 0.0553325 54.4078 11.2492 0.245271 0.136917 0.0963844 11.004
internal_count=4034 3970 159 66 93 84 3811 430 121 309 260 214 195 106 89 75 3381 305 303 95 208 58 57 93 3076 871 121 105 66 750
is_linear=0
shrinkage=0.1


Tree=403
num_leaves=31
num_cat=0
split_feature=3 3 4 2 2 2 2 3 3 0 2 1 2 0 0 0 1 0 3 1 4 2 0 2 0 1 2 1 4 4
split_gain=0.00789745 0.0293383 0.0293542 0.0127276 0.00432347 0.0325071 0.0303679 0.0233782 0.0455873 0.0672333 0.15413 0.044674 0.0602291 0.0412687 0.0333575 0.0303112 0.0820909 0.0481084 0.0384495 0.0379064 0.0264352 0.12297 0.0693596 0.127825 0.0202693 0.11757 0.0644312 0.0359194 0.0805319 0.0604792
threshold=-0.27628999999999998 -0.55648999999999993 32.724174661450007 -0.23349 -0.086139999999999994 -0.084275000000000003 -0.087234999999999993 0.088350000000000026 0.08729000000000002 89.168090812600013 -0.096529999999999991 72.378669787950017 -0.13509999999999997 97.878695155250014 98.413698323200009 86.329079026800017 61.966271448700006 85.995710218650018 0.080135000000000026 61.778079379550007 41.770271989050009 -0.092990000000000003 86.479632682150012 -0.16048499999999999 90.407470010750018 69.64719632740001 -0.12546499999999997 72.01572794030001 43.631818398850008 43.680097826700013
decision_type=2 2 2 2 2 2 2 2 2 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 6 -6 7 8 11 -10 -11 15 13 -13 -15 16 19 18 -18 -2 -9 22 -22 -24 -17 26 -26 28 -27 -30
right_child=4 2 -4 -5 5 -7 -8 20 9 10 -12 12 -14 14 -16 24 17 -19 -20 -21 21 -23 23 -25 25 27 -28 -29 29 -31
leaf_value=-0.0092202807676586493 0.0057652756388115265 0.097947958325899975 -0.086340962818488312 0.086032375158341473 -0.027476660536480308 -0.00027814230391483324 0.03052592663957579 -0.00061946737525927944 0.0057636746197651523 -0.026474052296030216 0.087270647126104273 -0.10141862400858653 -0.10237021703204219 0.099309719134991634 -0.044196719167717759 -0.0021056239689578801 0.06898743493771263 0.097963714971370838 -0.074335452046827816 -0.10141183802990386 0.012489499311001916 -0.10414010420219587 0.013704504650583944 -0.10353040590392026 0.0036620197872754834 -0.10258159683378038 0.089943010176528865 0.0025101204788163592 0.10158762329847522 -0.1016504643914089
leaf_weight=0.033880074838862129 0.10908021451887773 0.0098703331689539153 0.069516583379545693 0.023940075211612566 0.44509139608683668 34.535129060508794 0.3470787880942251 10.153872377321735 1.1554048951960565 0.18018043339736767 0.35160087660187855 0.024769320562818109 0.096236936009709617 0.045780359010677785 0.025066319416599869 5.3392981948416889 0.039382861880919329 0.15941777429543436 0.035672526822963846 0.047312969043151298 0.75570832262519594 0.14052566692498558 0.20249623368033542 0.17200300497903254 0.13402001875817859 0.10332369084790105 0.24435126758180548 1.0197003997045611 0.046520628035068512 0.021366785480722683
leaf_count=32 146 31 101 34 40 1839 28 429 17 44 18 86 59 4 419 75 95 10 83 35 53 47 59 47 37 48 25 8 1 84
internal_value=-2.58556e-06 -0.0239646 -0.063428 0.0302185 5.61975e-05 -0.000624219 0.00119228 0.000698126 0.00445628 0.0193065 0.0487312 0.00111172 -0.0465215 0.00968996 0.0485356 0.00236367 0.0294554 0.0668833 0.000868548 -0.0266586 -0.00232116 -0.0159187 -0.00494954 -0.0401401 0.000830902 0.0108221 0.0593821 -0.00460619 -0.0469896 0.0376208
internal_weight=56.0676 0.137207 0.0793869 0.0578202 55.9304 34.9802 20.9502 20.6031 9.17849 1.68719 0.531781 7.4913 0.191853 0.095616 0.0708467 7.29945 0.390866 0.234473 0.0750554 0.156393 11.4246 1.27073 1.13021 0.374499 6.90858 1.56928 0.378371 1.19091 0.171211 0.0678874
internal_count=4034 198 132 66 3836 1879 1957 1929 1294 79 62 1215 568 509 423 647 369 188 178 181 635 206 159 106 278 203 62 141 133 85
is_linear=0
shrinkage=0.1


Tree=404
num_leaves=31
num_cat=0
split_feature=1 0 0 3 0 3 3 3 1 2 1 0 3 0 1 3 2 0 4 4 1 1 1 2 2 2 4 0 1 3
split_gain=0.00380988 0.0537304 0.0393415 0.030162 0.0400555 0.0331288 0.0292918 0.0290038 0.0195303 0.0505764 0.0254786 0.0178229 0.0115989 0.0205387 0.0443261 0.0786446 0.0140151 0.0110179 0.0102592 0.0090985 0.00904476 0.0268062 0.018972 0.0481838 0.0623724 0.0542171 0.032897 0.013908 0.129163 0.16482
threshold=76.279622535200005 98.674478761850011 99.744485097750015 0.092465000000000033 97.521130223850008 0.08766000000000003 0.078105000000000022 -0.10565499999999999 81.479100559500012 -0.085584999999999994 83.740093847200015 107.28023323745002 0.081280000000000019 101.55650587770002 78.962703749400006 0.089920000000000014 -0.0068649999999999996 107.57327517365 40.206947806850003 40.890797847750008 71.015621515800021 70.776348742200014 70.171445662850019 -0.059424999999999999 -0.10051499999999999 -0.044409999999999998 42.779078631750004 90.297243227400017 66.590419433100024 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=20 3 19 4 5 -2 7 -4 12 10 -10 -11 -8 18 15 -15 -16 -13 -14 -3 21 22 27 24 -24 -25 -27 -1 29 -29
right_child=1 2 6 -5 -6 -7 8 -9 9 11 -12 17 13 14 16 -17 -18 -19 -20 -21 -22 -23 23 25 -26 26 -28 28 -30 -31
leaf_value=-0.00028834347326389258 -0.10047101247616051 -0.10268075291252432 -0.10021142270456725 -0.015057533080838681 0.096172395386403653 0.087515097193175156 -0.0053082627876575939 0.089575466899080122 0.051179032068675884 -0.10192252700659805 -0.10065479175662542 0.089140028935897883 -0.012259846115406953 0.098631626287349866 -0.0049081334403388126 -0.020219557214649565 0.016525217079829086 -0.10020690553723766 0.0050526666778188001 -0.032550753191191807 -0.0026388273846535272 0.018259374433914715 0.0033577516234621556 0.082954496227281516 -0.10162015771972313 -0.10179621987914678 0.029017864269396971 0.084900172661699899 -0.004048400637304158 -0.0073155903057401011
leaf_weight=34.244602286585376 0.02183524293397443 0.041642411448151395 0.0092485915475744029 0.054025775416903343 0.13476458102468314 0.016427540103904903 1.492504196197969 0.062255000762775459 0.065962592251927799 0.077655013838595077 0.013276384312507883 0.0087479939102195203 0.65371092059319857 0.14658726886852935 0.5896405509973871 0.089771147160718101 0.63216881634377853 0.0047373331429163565 0.71851179539225996 0.033287567827528619 12.149750009004377 0.83053509013097837 0.1086474693258026 0.073665222618728876 0.11813936048986307 0.038862505141877501 0.038042844316805713 0.41851715341908802 2.6830510616930496 0.36100747855380177
leaf_count=1625 93 32 143 15 16 5 29 214 96 77 228 4 42 23 55 30 22 247 33 12 537 28 35 6 55 32 9 50 227 14
internal_value=-2.19338e-06 0.00267123 0.000346844 0.0501688 0.070535 -0.0197621 0.00152662 0.0650276 0.000516096 -0.0326926 0.0257395 -0.0834944 0.00182496 0.0055864 0.0138501 0.0534908 0.00618156 0.0226233 -0.00319481 -0.0715256 -0.000256986 0.000486654 9.90723e-05 -0.0222118 -0.0513281 0.0216425 -0.0370863 0.00032235 0.00636206 0.0421939
internal_weight=55.9316 4.86676 4.63971 0.227053 0.173027 0.0382628 4.56478 0.0715036 4.49327 0.170379 0.079239 0.0911403 4.32289 2.83039 1.45817 0.236358 1.22181 0.0134853 1.37222 0.07493 51.0648 38.9151 38.0845 0.377357 0.226787 0.150571 0.0769053 37.7072 3.46258 0.779525
internal_count=4034 1416 1287 129 114 98 1243 357 886 652 324 328 234 205 130 53 77 251 75 44 2618 2081 2053 137 90 47 41 1916 291 64
is_linear=0
shrinkage=0.1


Tree=405
num_leaves=31
num_cat=0
split_feature=3 3 4 2 3 2 2 2 2 0 3 0 2 3 3 4 3 0 4 4 2 1 2 4 4 4 4 4 2 3
split_gain=0.00653903 0.0254063 0.0259061 0.0113532 0.00397629 0.00524105 0.00416037 0.0362859 0.0204389 0.0372293 0.0302581 0.0730896 0.190369 0.0180631 0.0210474 0.0389401 0.0813576 0.146105 0.0612843 0.0663992 0.0496434 0.0351211 0.0939239 0.132721 0.0441251 0.0741925 0.0521289 0.0567091 0.0332094 0.0154574
threshold=-0.27628999999999998 -0.55648999999999993 32.724174661450007 -0.23349 -0.26533499999999993 -0.074999999999999997 -0.085584999999999994 -0.083954999999999988 -0.088224999999999984 86.756543869550015 0.086230000000000015 93.953546284800012 -0.08786999999999999 0.21629500000000004 0.093735000000000027 39.896141435400004 0.09180000000000002 93.953546284800012 37.137227079750012 34.41230404325001 -0.12546499999999997 62.116825104000007 -0.59502499999999992 36.620308449100001 39.110279783550006 39.749124837650008 40.664404858950007 41.942745071500006 -0.092479999999999993 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 3 -3 -1 5 -2 8 -8 13 -10 -11 -12 -13 14 15 16 17 18 19 -6 -20 -16 -23 -24 -25 -26 -27 -28 29 -17
right_child=4 2 -4 -5 6 -7 7 -9 9 10 11 12 -14 -15 21 28 -18 -19 20 -21 -22 22 23 24 25 26 27 -29 -30 -31
leaf_value=-0.0083311712359817377 -0.001296393701566579 0.097471707747946709 -0.083601194909163609 0.083582889430919557 0.087297904315589606 0.012329386894114521 -0.031882533582116256 -0.00040221567652107791 -0.0041821247464754246 0.0087700451862829602 0.088403222251707617 0.10148867723161666 -0.081623532494617304 0.02810771851347026 -0.00052405705940648318 0.0058701940227398721 0.076851201539748989 -0.084369029475935789 0.0011947351876359909 -0.075884511721628786 0.077675352903036246 0.054099235785782407 0.0065441025047393315 -0.097895855706446155 0.058977401384843031 -0.098361372938006245 -0.0017923496538796695 -0.085373460575350862 -0.012145920842849005 -0.0024356337210751575
leaf_weight=0.033873137482572702 0.53327544962677109 0.0090112853087934708 0.064142154764596171 0.022276410890441412 0.034598041698730542 0.59979003446267032 0.37015787459051708 33.81777871541162 0.8374802842172453 0.53412573959440124 0.2008999811951071 0.10846786387264729 0.11913372240360331 0.22708199747353219 4.4786275732785734 6.1851114458946466 0.20956421699185057 0.14209200339694567 0.13066087079869249 0.089283656887886309 0.24217780865728855 0.16348095050739164 0.67431915928196928 0.17773883654180267 0.065860297642757359 0.17422979755605184 0.22803034763842334 0.12605126196118022 1.7389407600281224 3.5134151253120081
leaf_count=32 62 31 101 34 35 48 39 1774 25 7 8 4 41 37 83 882 21 184 42 60 19 35 55 46 12 27 55 56 75 104
internal_value=9.02167e-07 -0.0224611 -0.061296 0.0281342 5.3025e-05 0.00591644 -6.8677e-05 -0.000743058 0.00106143 0.0112361 0.0246499 0.0444441 0.00564207 7.6789e-05 -0.000269638 0.00211291 0.0227841 0.0050473 0.0306258 -0.0303105 0.0508728 -0.00507746 -0.0177462 -0.0258676 -0.0541815 -0.0411049 -0.0535813 -0.0315468 0.000579619 0.0028613
internal_weight=55.8517 0.129303 0.0731534 0.0561495 55.7224 1.13307 54.5893 34.1879 20.4014 1.80011 0.962627 0.428502 0.227602 18.6013 18.3742 12.2858 0.848377 0.638812 0.49672 0.123882 0.372839 6.08834 1.60971 1.44623 0.771911 0.594172 0.528311 0.354082 11.4375 9.69853
internal_count=4034 198 132 66 3836 110 3726 1813 1913 85 60 53 45 1828 1791 1422 361 340 156 95 61 369 286 251 196 150 138 111 1061 986
is_linear=0
shrinkage=0.1


Tree=406
num_leaves=31
num_cat=0
split_feature=0 2 1 1 1 2 2 3 1 4 0 2 0 2 2 1 1 0 4 1 2 4 1 4 0 4 1 4 4 3
split_gain=0.00409974 0.0645902 0.0472358 0.0199367 0.0266196 0.017808 0.0640502 0.0150688 0.034574 0.00520904 0.0197739 0.0983415 0.0566024 0.0457504 0.0616804 0.0440844 0.0234523 0.0373173 0.0202918 0.100948 0.0810453 0.0173582 0.0182489 0.0239541 0.0190065 0.014821 0.0778626 0.031392 0.042721 0.0333829
threshold=102.31465107045001 -0.079634999999999997 78.895492296100016 82.457699319000014 82.678152885650022 0.061925000000000015 0.059320000000000012 0.090735000000000024 79.95743325765001 42.141702038450013 86.329079026800017 -0.08262499999999999 85.764502819450016 -0.086719999999999992 -0.097294999999999993 62.036171360100006 62.132955852800002 87.818484831100008 43.120094701700005 62.036171360100006 -0.033799999999999997 41.827117825850003 62.837331883000012 41.975471476700008 97.39208423365001 41.685324604100011 62.041548276350007 41.535369675400013 41.481306584950012 0.10608500000000003
decision_type=2 2 2 2 2 2 2 2 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 -5 6 7 8 -4 21 11 13 15 14 -11 -13 18 -18 19 -12 -21 25 23 -23 -24 27 -27 28 -1 -29
right_child=1 2 5 4 -6 -7 -8 -9 -10 10 16 12 -14 -15 -16 -17 17 -19 -20 20 -22 22 24 -25 -26 26 -28 29 -30 -31
leaf_value=0.00010127921945725417 -0.10185296782208653 0.099031843959090787 0.099111309443420628 0.097681203234325553 -0.10024067200016085 -0.0070993461425599277 0.1004247975838136 0.0016079419261039831 -0.10030019064856022 0.00078869066169295508 -0.0052500591256219031 -0.07873401169001347 -0.10176522327259968 0.068633141136870288 -0.10062758025674477 0.06813962308617931 -0.040836708794013105 -0.0023772562425182064 0.00059214424017805926 0.089700322492154275 -0.00054827551290958024 0.0090394260743261942 0.040771876840620294 -0.0076933570219049306 0.0089972925835133458 0.012756245842257938 -0.033727043032342592 0.036352503886628036 -0.023320292339038401 -0.00017520171353990315
leaf_weight=34.764392528322261 0.069325815237497868 0.058768924362996855 0.041717800435435271 0.013655978523104295 0.013526128227071832 0.50383901663810882 0.082294389531455181 0.55734315845059612 0.01098377017333263 0.84361062421221078 0.74166363105177724 0.03856365763433689 0.17288386191466998 0.089193975098169176 0.064559017233477789 0.04347447839803209 0.26180039118266041 6.9468711102719247 2.1214037959871348 0.26559491426451154 0.15911990776658036 2.4374006747250969 0.27899509004703293 1.3182697681127136 0.57880256389034912 0.72748504155197113 0.71407569591761444 0.48545319317849933 0.79661540205597603 0.51627540724439314
leaf_count=1446 122 24 5 3 462 157 9 55 170 241 20 122 48 25 57 36 27 623 18 74 4 41 48 36 14 16 35 59 30 7
internal_value=7.3293e-07 0.00544132 0.0115038 -0.0733927 -0.000806993 0.00720351 0.0176122 0.00644085 0.0575511 -0.00013451 -0.0019988 -0.0138762 -0.0693055 0.000291361 -0.00642068 -0.00090125 -0.000581763 -0.003774 0.00641743 0.0170124 0.0558886 0.000379431 0.00617184 0.00316609 0.0193318 -0.000323729 -0.0102692 6.83919e-05 -0.000423396 0.0175267
internal_weight=55.718 1.35145 1.25495 0.0965079 0.0271821 1.19618 0.692339 0.610045 0.0527016 54.3665 11.7487 1.25229 0.254922 0.997364 0.90817 0.0820381 10.4965 7.20867 3.28778 1.16638 0.424715 42.6178 4.61347 3.75567 0.857798 38.0043 1.44156 36.5627 35.561 1.00173
internal_count=4034 1007 420 587 465 396 239 230 175 3027 1295 529 206 323 298 158 766 650 116 98 78 1732 139 77 62 1593 51 1542 1476 66
is_linear=0
shrinkage=0.1


Tree=407
num_leaves=31
num_cat=0
split_feature=3 3 4 4 2 3 2 3 2 0 3 1 2 0 1 0 0 2 4 1 1 3 0 1 3 4 0 1 1 4
split_gain=0.00562338 0.0221723 0.0130138 0.0103647 0.0173194 0.00446018 0.00381222 0.0442454 0.05488 0.0492964 0.107105 0.0470653 0.0206085 0.019414 0.0726449 0.0205959 0.0372121 0.0229757 0.0767163 0.118315 0.0805727 0.0422827 0.0413396 0.0811628 0.0391409 0.092857 0.0360687 0.0246936 0.0194363 0.0313212
threshold=-0.27628999999999998 -0.55648999999999993 33.708131650200009 48.86568841230001 -0.06828999999999999 -0.41441 -0.037054999999999998 -0.092630000000000004 0.04932000000000001 93.399723909900004 -0.144095 70.077349628250019 -0.039434999999999998 85.861287312150012 61.87486387225001 86.054856297550018 86.329079026800017 -0.018034999999999999 41.436838994450007 61.998532946250002 70.897329358050015 0.12201500000000003 96.163458868000006 69.873026810350026 0.099465000000000012 40.206947806850003 87.350693116400024 70.389210771400016 62.030794443850006 42.198888176300009
decision_type=2 2 2 2 2 2 2 2 2 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 -4 12 8 9 10 -8 -10 -2 14 -9 -15 -17 18 19 -18 -21 22 23 24 25 -19 -27 -25 -16 -30
right_child=6 2 5 -5 -6 -7 7 13 11 -11 -12 -13 -14 15 28 16 17 21 -20 20 -22 -23 -24 27 -26 26 -28 -29 29 -31
leaf_value=-0.10043862708436346 -0.00018770035573333559 0.035725992904368085 -0.10085660970851638 0.060961183118642848 0.084229404148499207 -0.04247116867785139 0.094863525608513799 2.7344064978522753e-05 0.027616174661299394 0.099963594081253049 -0.10162248011197009 -0.10150167529014167 -0.01726373903347533 0.013570321324577184 -0.1022038217674012 -0.038817281941210979 -0.0022573809014200526 -0.0047839696090326731 -0.00097579489774219914 0.10177677135078772 0.018758557574445594 0.022536401676622256 0.00077329224567616005 -0.03825189253877484 0.0029554330295351438 -0.10494207355460994 -0.034826461686981419 -0.10230096749835423 -0.10073182058211282 0.058303119468968295
leaf_weight=0.013003309753045755 37.396524690672713 0.011880000546283465 0.035677160636225835 0.033302723430097103 0.0083334533989329884 0.020661323958350408 0.065709025076159833 0.6334612865077166 0.075650298429025042 0.14417482024185801 0.04801400416843371 0.045038599055727602 0.72037552267555938 1.2552975174694463 0.10150515067016386 0.24008711636997659 0.5037540032062745 0.80804828471444945 2.7177114680885097 0.27987032057717443 0.20077435950523181 0.69077704366031945 7.6040386141085818 0.12555943919869594 1.389603800140321 0.14915447946987115 0.14439065181250044 0.11562869742241233 0.02631212169490027 0.023394345258317628
leaf_count=37 2675 32 70 7 22 30 32 78 32 18 30 87 14 19 23 28 4 42 78 26 22 34 361 24 34 14 35 83 21 22
internal_value=2.01791e-06 -0.0213686 -0.0593881 0.0260995 -0.0283132 -0.0794446 4.9321e-05 0.00127636 0.0350884 0.061134 0.0119069 -0.0205679 -0.000510422 0.000523786 -0.0148385 0.00126675 0.000235005 0.000871555 0.0076879 0.0316065 0.0670985 -0.00141686 -0.00301765 -0.0135676 -0.00820489 -0.0222831 -0.0704532 -0.0689578 -0.0771152 -0.025882
internal_weight=55.6277 0.122858 0.0682185 0.0546395 0.0213368 0.0563385 55.5049 17.388 0.378587 0.257898 0.113723 0.120689 38.1169 17.0094 0.784673 16.2247 14.9694 14.7293 3.70211 0.984399 0.480645 11.0272 10.3364 2.73239 2.4912 1.10159 0.293545 0.241188 0.151212 0.0497065
internal_count=4034 198 132 66 59 100 3836 1147 199 80 62 119 2689 948 144 804 785 757 130 52 48 627 593 232 125 91 49 107 66 43
is_linear=0
shrinkage=0.1


Tree=408
num_leaves=31
num_cat=0
split_feature=1 1 4 2 0 0 0 2 4 3 3 1 0 3 1 0 0 4 4 3 4 0 2 0 4 4 1 4 4 0
split_gain=0.00347586 0.0364304 0.0228618 0.0164717 0.0195888 0.0111971 0.00736059 0.0126403 0.00636984 0.00362055 0.0271636 0.133165 0.0426761 0.024367 0.0213907 0.0695304 0.0801546 0.0757632 0.137434 0.074769 0.0275529 0.111534 0.0776991 0.025425 0.0228579 0.022484 0.0265802 0.031275 0.0461322 0.0332666
threshold=60.613977009100005 58.167480110400007 35.171584490050009 -0.30094499999999996 76.451683855550016 71.332859575200004 71.131225215400022 0.11704500000000002 36.257608591500009 0.09013000000000003 0.08833000000000002 62.020040611300011 87.278104746850019 0.090735000000000024 63.705703859100005 93.692765846100016 94.165934477050016 37.999598532650005 41.436838994450007 0.097970000000000015 41.257403903850005 99.744485097750015 -0.59502499999999992 89.953120586650016 40.844669808050007 39.664548207900005 62.020040611300011 42.047301293400004 40.241071441700008 86.054856297550018
decision_type=2 2 2 2 2 2 2 2 2 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 -5 -7 10 -2 -12 -13 -11 25 17 -17 23 19 -19 24 22 -22 -16 -18 -15 -27 28 -28 -30
right_child=9 2 -4 4 -6 8 -8 -9 -10 13 11 12 -14 14 15 16 20 18 -20 -21 21 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-0.091689304611245359 0.00043266586730689806 0.041143749718301419 -0.10104174196733595 -0.088744416448766739 0.053221347463844895 0.036912979091217005 0.022291344569861937 0.099238066382346835 -0.10022444532634939 0.016970416768892171 -0.079502570028260555 -0.024221274606641127 0.002894571540009533 0.012731920718450612 0.020104471378705604 0.045966402313565802 -0.0021821246521190568 -0.016875770591095882 0.030949409833533833 -0.088886213219837085 0.045578124785317142 0.0038304875174076736 -0.10155104534656015 -0.022738332283181468 0.016606502295347807 -0.0031616227324660928 -0.0047735023246971075 -0.0031679399469506336 0.0051336634910931038 0.023602371704951372
leaf_weight=0.014797911688219756 24.15483741841097 0.01410175321097995 0.057087351039598389 0.015908231717807975 0.086316600165901036 0.0041778262821026138 0.064431642123963684 0.0046146603599481742 0.017893375358426056 0.90876860395973125 0.24896167596671093 0.76217377068132952 2.4338710826157168 1.8360003225680035 0.36149425947405489 0.36371528950257914 4.9914304093371413 0.21542121757192945 0.19326736641596653 0.43605416762278537 0.043567936634644866 0.61774685491870329 0.20377442849712668 0.22456776396529676 0.74402755694518408 7.8195724038523649 1.6318454807624201 3.1015838652856473 1.7849684862885626 2.1500875202473253
leaf_count=11 2142 34 64 176 27 17 20 2 82 38 27 31 196 58 36 35 396 30 40 37 5 82 93 27 26 130 14 93 20 45
internal_value=1.70218e-06 -0.0111253 -0.0728764 0.00999513 0.0177778 -0.0108076 0.00567893 -0.0464757 -0.0742659 5.79799e-05 -0.000752103 -0.00905917 -0.00357185 0.00086724 0.000319541 -0.00386069 0.000264345 -0.0239388 -0.0431055 -0.0650748 -0.00225401 -0.0188899 -0.0756351 0.00368793 0.000255214 0.00223469 0.00106579 0.00487921 0.00936265 0.0152248
internal_weight=55.5071 0.279329 0.0711891 0.20814 0.193342 0.107026 0.0849545 0.0205229 0.0220712 55.2277 27.5998 3.44501 3.19604 27.6279 26.7191 8.39507 6.96426 1.4308 0.844743 0.651475 6.60055 0.865089 0.247342 0.586062 5.73546 18.3241 16.4881 8.66849 5.5669 3.93506
internal_count=4034 433 98 335 324 297 198 178 99 3601 2396 254 227 1205 1167 807 637 170 107 67 602 180 98 63 422 360 302 172 79 65
is_linear=0
shrinkage=0.1


Tree=409
num_leaves=31
num_cat=0
split_feature=2 2 4 2 4 0 0 1 4 4 0 1 1 2 4 0 1 2 3 1 2 2 3 3 2 4 4 2 3 3
split_gain=0.00370523 0.0298745 0.0873357 0.0209897 0.030191 0.017874 0.0615735 0.0277339 0.017276 0.0201069 0.0261582 0.0244584 0.0163018 0.0135846 0.0156491 0.0129127 0.0382066 0.0242546 0.0417221 0.0304945 0.01674 0.0166046 0.0411197 0.0347252 0.0332282 0.07631 0.0620537 0.0274055 0.0197325 0.08467
threshold=-0.085584999999999994 -0.083954999999999988 42.310579034350006 -0.087234999999999993 41.806790701050012 85.683849075550015 85.334349518600007 61.778079379550007 35.419594101850009 41.535369675400013 80.73708611550002 61.45546440395001 57.576019321700009 -0.23349 48.96897326980001 86.054856297550018 62.00390986255001 -0.088224999999999984 0.12201500000000003 65.29995953045001 -0.091919999999999988 -0.094519999999999993 0.086520000000000027 0.088145000000000015 -0.11103999999999999 41.035283712600005 38.334060527150008 -0.117885 0.088555000000000023 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=3 2 -2 5 -5 6 7 8 -1 10 12 13 -10 14 -11 20 -17 18 21 -20 -7 24 -23 -24 27 26 -26 28 29 -18
right_child=1 -3 -4 4 -6 15 -8 -9 9 11 -12 -13 -14 -15 -16 16 17 -19 19 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.070005275342552936 -0.07962035790049303 -0.00033159511204069184 0.01773664968815674 -0.0048689029249219841 0.046505613928942091 0.012800312915579239 -0.10198261323699298 -0.078438397709190047 -0.057180911544946159 0.0119731349378312 -0.079299347907333215 0.1006075226131392 0.096858427001663527 0.039185336694767182 -0.073345096750662794 -0.014399221413207423 0.0041935674539610255 0.019082224864099467 -0.0047216053113275369 -0.081204614484184021 -0.00016629252439861008 -0.025769865897131729 0.020840138590847088 -0.0062523255141094776 0.0021985024834824526 0.0041253839052986319 0.070563989168622762 -0.014716646727696193 -0.0047798208922621398 0.095344900423320195
leaf_weight=0.039698409662838219 0.17697242194953489 34.189650412771428 0.192225364909973 0.21708604431591894 0.24179809185807244 1.9254396737669597 0.074965120423257758 0.041736274778359395 0.011209121737920213 0.052642427190541241 0.05753657731054318 0.030131264589726925 0.017748633392329793 0.058450527696550125 0.036338437676022295 1.7081797791761335 3.6177685670449065 0.7378721232835187 0.10174876361270513 0.10690038043324535 2.0617858759796954 0.74234427431085181 0.65248932758368061 1.7207141228105269 0.21169962929466857 2.2927763189963315 0.35609365474667243 1.1382046444652152 2.4608087531988261 0.10486065794611921
leaf_count=75 25 1894 18 26 16 63 56 188 45 78 30 2 7 30 30 18 749 31 11 34 21 48 13 53 36 93 39 41 253 11
internal_value=-2.24666e-06 -0.000637125 -0.0289308 0.00105163 0.0222017 0.000574941 -0.0198292 -0.00200352 0.0084987 -0.000748217 -0.0402854 0.0185111 0.0372321 0.00173269 -0.0228695 0.00100519 -0.000267053 0.00142768 0.000463192 -0.0439073 0.00609531 0.00115939 -0.00522881 0.00119649 0.00311405 0.0122533 0.0450742 -0.000456659 0.00216822 0.00676116
internal_weight=55.3779 34.5588 0.369198 20.819 0.458884 20.3601 0.420457 0.345492 0.303755 0.264057 0.0864943 0.177563 0.0289578 0.147431 0.0889809 19.9397 15.9525 14.2443 13.5064 0.208649 3.98723 13.2978 3.11555 2.3732 10.1822 2.86057 0.567793 7.32164 6.18344 3.72263
internal_count=4034 1937 43 2097 42 2055 541 485 297 222 82 140 52 138 108 1514 1430 1412 1381 45 84 1336 114 66 1222 168 75 1054 1013 760
is_linear=0
shrinkage=0.1


Tree=410
num_leaves=31
num_cat=0
split_feature=2 2 2 3 1 3 1 2 2 2 1 1 3 0 2 0 3 0 3 0 2 3 0 2 1 0 4 3 3 0
split_gain=0.00390023 0.0153151 0.0279504 0.0291361 0.0401164 0.0431129 0.0271467 0.0212689 0.0277739 0.0115574 0.0247163 0.0378262 0.0373587 0.0288133 0.0238314 0.0171255 0.0133534 0.01182 0.0119194 0.00954339 0.00896897 0.0181685 0.00426453 0.0474331 0.0365363 0.0241306 0.0243448 0.0202266 0.0200043 0.00587075
threshold=-0.63113999999999992 -0.59260499999999994 -0.50001499999999999 0.098105000000000026 72.378669787950017 -0.059734999999999996 78.285212300550015 -0.5775499999999999 -0.54526999999999992 -0.167075 62.020040611300011 62.272755675600003 0.089505000000000015 83.503509531750026 -0.18231499999999998 85.877418060900013 0.096885000000000013 71.131225215400022 -0.25095999999999996 94.985914206850012 -0.23375499999999999 -0.14860999999999999 102.31465107045001 -0.079634999999999997 79.95743325765001 102.70985441565001 40.563919884450009 0.086520000000000027 0.086230000000000015 97.878695155250014
decision_type=2 2 2 2 2 2 2 2 2 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 7 -6 19 -3 -9 10 13 -12 14 17 15 -13 -14 -4 -19 -2 -20 -22 29 27 -25 -26 -27 28 -24 -11
right_child=1 2 9 -5 5 -7 -8 8 -10 22 11 12 16 -15 -16 -17 -18 18 20 -21 21 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=-0.0077678245094211082 0.033094582939337536 0.09826792107546363 -0.084701829103852155 -0.10269655474897728 0.096885392714767149 -0.10117215755813627 0.093042676806258995 -0.1005515567570249 0.062189112911051149 0.00018718331274729068 0.10027449735724565 0.057077178774828263 0.083084311220007756 -0.10059294937920787 0.096868788017353893 -0.085148199049187454 0.017826210572708539 -0.015368238161846471 0.088640059239984637 -0.010245818518427763 0.073769092787778101 -0.10056997807986288 -0.10024645153898937 0.065825545017886442 0.01875508648362266 -0.1002070743432751 -0.0054177231310429917 -0.10183492967349833 0.09983518693850961 -0.003410833595789304
leaf_weight=0.63904511215371584 0.09121132968357315 0.032159367838175967 0.012728268912499341 0.050802639650044057 0.013335420585052715 0.062508166255256015 0.04719036413849409 0.018741875544037612 0.023808955201840842 47.456714840696321 0.066462874665422333 0.0099600851084149511 0.056307010730051843 0.031579102854266239 0.010719879982900693 0.056446684147383408 0.070762289093352138 0.05573688341576144 0.028835019039433973 0.11469107181295612 0.01562290801666677 0.0096822949182078233 0.0087206909088907159 0.10828665500048495 0.59927749009079867 0.028646285576243713 0.50030042595558299 0.056074341482426959 0.011702618083972993 5.0140320852120501
leaf_count=64 23 4 99 21 8 94 60 64 36 1954 18 18 15 20 7 135 31 41 22 30 5 96 238 36 9 194 181 140 4 367
internal_value=-7.82545e-07 9.0019e-05 -2.41408e-05 -0.0372125 -0.0151156 -0.0663481 0.0246321 0.0368941 -0.0094914 0.000113994 0.0165429 0.0347477 0.0134196 -0.0154143 -0.0414827 -0.0638164 0.0467434 0.00652493 0.0170927 0.00895326 0.050511 0.00706335 -1.5779e-05 0.00561327 0.0103408 0.00501536 -0.0105513 -0.0708023 0.0144009 -0.000156638
internal_weight=55.3021 54.663 54.41 0.201356 0.150554 0.0758436 0.253093 0.0747102 0.0425508 54.2086 0.424843 0.270659 0.204196 0.154184 0.0771266 0.0664068 0.127069 0.122605 0.109877 0.205902 0.0541402 0.0253052 53.7838 1.31301 1.23651 1.12822 0.528947 0.0764977 0.0204233 52.4707
internal_count=4034 3970 3857 227 206 102 113 104 100 3630 507 224 206 283 160 153 46 263 164 53 123 101 3123 802 420 384 375 382 242 2321
is_linear=0
shrinkage=0.1


Tree=411
num_leaves=31
num_cat=0
split_feature=2 2 4 2 2 0 0 0 1 1 3 0 4 4 0 1 1 4 2 4 3 3 0 1 3 2 2 4 2 2
split_gain=0.00316646 0.0264579 0.268566 0.0767438 0.0177282 0.0302487 0.0159653 0.0558632 0.0240862 0.0153536 0.0606949 0.0818955 0.0146571 0.017546 0.0222569 0.0221753 0.0150859 0.0142047 0.0500923 0.0984028 0.0388729 0.0448305 0.0417609 0.0343192 0.0639413 0.0468032 0.034204 0.0294676 0.0226852 0.0543962
threshold=-0.085584999999999994 -0.081629999999999994 41.806790701050012 -0.083424999999999985 -0.087234999999999993 86.420486603250012 85.683849075550015 85.334349518600007 61.778079379550007 61.993156030000002 0.092835000000000015 88.872360418250011 35.419594101850009 41.535369675400013 80.73708611550002 61.45546440395001 57.576019321700009 42.402981339000007 -0.096529999999999991 43.218894539100006 0.092260000000000023 0.09013000000000003 96.163458868000006 62.181348099150007 0.08674500000000003 -0.15076499999999998 -0.2351 43.084235337800003 -0.11103999999999999 -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=4 2 -2 -4 6 -6 7 8 12 -5 11 -11 -1 14 16 -15 -14 28 20 -20 21 22 23 -19 25 27 -22 -25 29 -8
right_child=1 -3 3 9 5 -7 17 -9 -10 10 -12 -13 13 15 -16 -17 -18 18 19 -21 26 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.066291918586734916 -0.1047054944948187 9.1668061915353762e-05 0.044380707471546647 0.0048911700512489671 0.048616271474132555 -0.0033787099595243885 0.0013780776469317772 -0.10179453616312162 -0.075940779803340491 -0.10421845660877711 0.0022110536392448946 0.010482092397909658 -0.056591364947393724 0.0016375254778045593 -0.075892258039516935 0.10054986830618383 0.096446409604671157 0.00030434342430528139 -0.080872280042066327 -0.0043426612751176685 0.015754743057105947 0.09740498770549072 -0.075983524549675427 -0.10345252161934547 -0.071986065971250693 0.088402664322818014 -0.069338384633378075 0.035026042806941826 0.0051383453290513399 -0.021577835697612568
leaf_weight=0.037359267302856547 0.26887289256989433 32.584549934476343 0.35280580013477436 0.54390005605819147 0.20767255381724581 0.24258722909530661 6.9580001283447528 0.068065859980379173 0.038940679205328621 0.15088588202706887 0.5367074643727392 0.10596454087706064 0.010716002066146757 0.14030753412873054 0.054280147517260957 0.027032607235014439 0.01614732007146813 0.63088209673878759 0.23396418765338411 0.59605936681418825 0.07922574590091358 0.060066391073632985 0.055330001884449143 0.021969502326101065 0.042364761160570197 0.17853919365040838 0.11699417515401922 0.051129117918229383 9.6193835882471088 1.212047015702107
leaf_count=75 60 1763 29 11 9 33 540 56 188 36 6 32 45 138 30 2 7 24 53 37 29 8 284 2 30 78 37 116 234 42
internal_value=-8.82858e-07 -0.000586941 -0.0118736 0.00289328 0.000977162 0.0206028 0.000540758 -0.0194221 -0.00215901 -0.00805062 -0.0169209 -0.0568983 0.00789236 -0.000887957 -0.0390484 0.0176161 0.0353984 0.000935721 -0.00691179 -0.0259146 0.00584416 0.0135447 0.00840587 0.0134544 0.0416721 0.0608072 -0.0349812 -0.00659314 0.00184733 -0.00202749
internal_weight=55.2428 34.5437 1.95914 1.69026 20.6991 0.45026 20.2488 0.392849 0.324784 1.33746 0.793558 0.25685 0.285843 0.248484 0.0811435 0.16734 0.0268633 19.856 2.06652 0.830024 1.2365 1.04028 0.980215 0.924885 0.294003 0.251638 0.19622 0.0730986 17.7894 8.17005
internal_count=4034 1937 174 114 2097 42 2055 541 485 85 74 68 297 222 82 140 52 1514 698 90 608 542 534 250 226 196 66 118 816 582
is_linear=0
shrinkage=0.1


Tree=412
num_leaves=31
num_cat=0
split_feature=1 1 4 2 0 0 2 3 0 4 4 4 2 3 2 0 1 2 3 3 4 3 1 1 2 1 1 1 1 2
split_gain=0.00411333 0.0324589 0.016838 0.0144464 0.0153244 0.0100897 0.00608337 0.019833 0.0144924 0.00984636 0.0118076 0.00517793 0.00366425 0.0277616 0.0474735 0.0586709 0.0513771 0.0166163 0.0131115 0.0542442 0.0914216 0.0386073 0.13551 0.0381205 0.0368384 0.0605407 0.0846401 0.0527947 0.0301007 0.0369648
threshold=60.613977009100005 58.167480110400007 35.171584490050009 -0.30094499999999996 76.451683855550016 71.332859575200004 -0.23349 -0.23921499999999998 71.249517373150013 48.86568841230001 44.952171034750002 36.257608591500009 -0.037054999999999998 -0.089139999999999997 0.04932000000000001 93.399723909900004 70.077349628250019 -0.039434999999999998 0.096315000000000026 0.076615000000000016 35.879804895950009 0.10111000000000002 78.962703749400006 62.009286778800011 0.086310000000000026 76.830756451950009 78.962703749400006 63.705703859100005 62.116825104000007 0.0023400000000000005
decision_type=2 2 2 2 2 2 2 2 2 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 -5 9 10 -8 -7 17 14 15 -14 -16 -2 19 20 -15 22 -20 -21 28 27 -27 -26 -25 -30
right_child=12 2 -4 4 -6 11 8 -9 -10 -11 -12 -13 13 18 16 -17 -18 -19 21 23 -22 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=-0.09197560888137421 -0.00020355094169269955 0.025750014150158443 -0.10091613513053488 -0.10048394877006546 0.048360158146387493 0.032083879015471897 -0.10012648212709802 0.045109103527711254 0.10029780979577912 -0.10077623707360205 0.097758475740930606 -0.10019362587282794 0.0013893248361989945 0.037238909479646858 0.031451421010764639 0.099474289476177591 -0.10122754955583912 -0.01549057833005737 0.084790109649131959 0.033953081361115633 -0.1037038439231983 0.0013420447935958571 -0.0041288809875894986 -0.01231464551625578 -0.0027716151588313715 0.095381205920266748 -0.072019446808444285 -0.10135706765883429 0.029749687018846827 0.00043842407561384692
leaf_weight=0.013429025071673095 36.939237489568427 0.013256630859132201 0.050371255118278668 0.017776204480163926 0.078956812444630486 0.0036419743209989966 0.0044766928484837329 0.019753407075313589 0.017586344387382269 0.0091514689847826958 0.0092370542843127623 0.015786462190988004 0.11412809923035716 0.071651564444421889 0.071368944696587278 0.13096564967918312 0.049377808618553232 0.72498602060295425 0.25429767271270876 0.30708787509092772 0.12866029873845264 6.6356759452411254 0.52568587116542176 1.7392752602245272 0.087775478124968553 0.069941127963033978 0.053161387869806731 0.14252092666602323 0.46154829231508632 6.3444449090889599
leaf_count=11 2532 34 64 39 27 17 104 47 2 2 4 82 33 13 14 20 102 14 32 33 50 189 26 37 13 30 93 81 141 148
internal_value=-4.40366e-06 -0.0127152 -0.0745257 0.00800645 0.0156194 -0.0109192 0.00514511 -0.0238522 0.0320479 -0.0204453 0.0331612 -0.0753974 5.4322e-05 0.00126424 0.0285166 0.0538009 -0.0228059 -0.000497806 0.000671548 -0.00180737 -0.0532886 0.00381582 0.0248613 -0.000687165 -0.00188258 -0.0335212 0.0230898 -0.0637821 -0.000574129 0.00242617
internal_weight=55.1052 0.253423 0.0636279 0.189795 0.176366 0.0974096 0.0779812 0.0375296 0.0404516 0.0228652 0.0137137 0.0194284 54.8518 17.1876 0.365841 0.245094 0.120747 37.6642 16.8217 9.40607 0.200312 7.41566 0.779984 9.20576 8.89867 0.353399 0.123103 0.230296 8.54527 6.80599
internal_count=4034 433 98 335 324 297 198 86 112 110 108 99 3601 1055 169 53 116 2546 886 639 63 247 58 576 543 217 123 94 326 289
is_linear=0
shrinkage=0.1


Tree=413
num_leaves=31
num_cat=0
split_feature=1 1 4 2 3 3 3 3 4 1 2 4 2 1 3 1 1 1 2 3 3 2 2 1 2 1 0 0 3 0
split_gain=0.00362542 0.0287492 0.0157568 0.0127205 0.014653 0.016392 0.015991 0.010018 0.00888768 0.0180944 0.00606096 0.00381623 0.0186375 0.0466707 0.0720323 0.061257 0.0574783 0.0461106 0.0363301 0.0171514 0.0575267 0.0250864 0.0224668 0.016696 0.0153726 0.0199148 0.0135667 0.0367611 0.0594131 0.0237211
threshold=60.613977009100005 58.167480110400007 35.171584490050009 -0.30094499999999996 0.10184000000000003 0.087125000000000022 -1.0000000180025095e-35 -0.11012 48.96897326980001 55.887667615750004 -0.23369999999999999 40.467253020850002 -0.12546499999999997 62.240494178000013 0.11148000000000002 69.238550691600025 66.45599652655001 70.123053416500014 -0.117885 -0.24532499999999999 -0.26533499999999993 -0.06828999999999999 1.0000000180025095e-35 64.02831883475001 -0.58994000000000002 75.951630643300021 85.812895065800021 85.995710218650018 0.10932000000000001 85.667718326750006
decision_type=2 2 2 2 2 2 2 2 2 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 -5 -11 12 13 -2 15 16 23 -17 -14 20 21 -20 -23 -15 25 -19 29 28 -28 -13
right_child=11 2 -4 4 -6 -7 -8 -9 -10 10 -12 26 18 14 -16 17 -18 24 19 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.090322085187567874 -0.081718307804963836 0.023329753711423373 -0.10082872996314707 -0.10033397333659766 0.091560734546919334 -0.10055344801210037 0.078769955349417511 -0.10040241313841199 -0.027178488881285462 0.093701160160999108 0.014571399502775065 -0.011452422879023774 0.02402996378946666 0.035740256910095795 0.065116608891832864 0.085353047181475392 -0.10745611861065991 -0.10109516914039479 -0.055799538154333632 0.0013110082109684413 -0.10586282266872159 0.1000619771407255 -0.011243521210837574 -0.046688348062860013 -0.0038269557886847442 0.030901943625387309 -0.035866824800251246 -0.00043693485544157482 0.00080063838910394156 0.0086251012923628852
leaf_weight=0.012362583598587662 0.086894120780106054 0.013173374841329633 0.0456152976596087 0.0082135486576149219 0.021647806221153587 0.01374168656184338 0.029721901551964858 0.0098563938623783542 0.04352055984782055 0.024505999258792599 0.015999327259805796 0.72079782248902491 0.71237268756834993 0.050294078500804917 0.1271495141323129 0.057045852532610297 0.12104629547502554 0.036620720622067782 0.034742207568342565 18.388003393253953 0.063621345024453713 0.038393728790879322 0.03436739159867841 0.048049057614473867 0.600028542460741 0.016616337328786202 0.78329308818502141 28.649260568047069 1.0138789624397757 3.2050684937166807
leaf_count=11 55 34 64 121 4 19 32 73 14 24 37 278 20 20 34 6 13 14 12 857 26 10 37 22 179 55 51 1813 7 92
internal_value=-4.16061e-06 -0.0123103 -0.0730073 0.00756107 0.0147981 0.00338189 0.0142169 -0.00457564 0.00566409 0.0350024 0.0624454 4.93784e-05 0.00113232 -0.0112702 -0.00547795 -0.0151327 -0.0613201 -0.000867149 0.00186839 0.00101774 -0.0304947 0.0141088 0.0474888 -0.00453319 -0.00839625 -0.0598963 -0.000593827 -0.00130723 -0.0151808 0.00493882
internal_weight=55.0259 0.238358 0.0587887 0.17957 0.167207 0.145559 0.131818 0.102096 0.0922394 0.0487189 0.0405053 54.7875 20.4152 1.14374 1.05685 0.929701 0.219389 0.710311 19.2715 18.5591 0.171125 0.107503 0.0727611 0.0983431 0.653266 0.0532371 34.3723 30.4464 1.79717 3.92587
internal_count=4034 433 98 335 324 320 301 269 196 182 61 3601 1360 398 343 309 55 254 962 942 85 59 47 42 248 69 2241 1871 58 370
is_linear=0
shrinkage=0.1


Tree=414
num_leaves=31
num_cat=0
split_feature=2 2 2 3 3 3 3 1 1 1 2 1 1 4 4 3 2 0 4 4 0 4 3 3 2 4 0 3 0 3
split_gain=0.00414486 0.0119484 0.0101837 0.0325245 0.0296807 0.027846 0.0285253 0.0228809 0.0100115 0.0175212 0.00889287 0.0326194 0.0332957 0.0250387 0.022157 0.0145375 0.0157082 0.0161419 0.00638882 0.00605116 0.0066842 0.0078261 0.0047271 0.0354127 0.0330122 0.038908 0.040318 0.0256387 0.026174 0.0221901
threshold=-0.63113999999999992 -0.59260499999999994 -0.26894999999999997 0.12084500000000002 0.098105000000000026 0.095170000000000018 0.084360000000000018 64.407391431150018 69.64719632740001 78.285212300550015 -0.167075 62.084563606450011 63.705703859100005 48.226196960950006 39.110279783550006 0.089505000000000015 -0.18231499999999998 85.877418060900013 48.96897326980001 39.337369931850013 91.394134144600017 40.00488309970001 0.10507500000000002 0.10661000000000002 -0.093879999999999991 35.050303764500008 87.818484831100008 0.10335500000000002 95.469836670350006 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 8 3 4 5 6 19 -8 -2 -10 11 13 -13 -4 -14 16 17 -16 -15 -3 21 -21 27 -24 25 -25 -27 29 -29 -12
right_child=1 2 10 -5 -6 -7 7 -9 9 -11 22 12 14 18 15 -17 -18 -19 -20 20 -22 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=-0.0080425018763965166 -0.0060185995165256377 -0.04127801718764193 -0.10043835128992085 0.097051698873709943 -0.085558681639142389 0.049426932943832082 0.0037512500276514101 -0.10102842890977365 0.016740566776616905 0.091642146083489515 0.0005197471459209268 0.1002331466320891 -0.100515898366328 0.032223664230752298 0.057811390765676568 0.070745133610305752 0.096425361546655042 -0.1007101233125209 -0.019756882706860032 0.10011050631875146 0.090119466557547795 -0.10023990740686628 -0.023316191093285314 -0.0038742929134273985 0.0013449408033247073 -0.090800034107947458 -0.012314295916578746 0.030698674419085914 -8.1512252949687741e-05 -0.011503574872839806
leaf_weight=0.63419120058404033 0.081851546623510241 0.0072752565493904289 0.030098980265702013 0.022145265416838811 0.068500055439074004 0.057286359606564474 0.032105841436873561 0.059398688784277454 0.11503159490263215 0.042869780240131661 40.294647758595936 0.068245905070966728 0.015504897220774971 0.043864850769750774 0.0094357565976679325 0.042098009209894371 0.0097223120401608298 0.020122216261022174 0.051295348499479587 0.0033344498369842768 0.021169085508546459 0.0046947593966990553 0.71973190980560176 0.49264594732487221 9.0332834001351259 0.13098168600845383 0.13082335840358095 0.55920275300741085 0.54601788282496955 1.5957963884645767
leaf_count=64 18 22 222 8 34 37 24 62 35 60 2695 24 35 19 3 13 7 91 33 1 31 68 38 11 259 18 33 32 13 24
internal_value=-4.95108e-06 8.89068e-05 -9.86299e-06 -0.0191726 -0.0293152 -0.00851961 -0.034458 -0.0642648 0.0223636 0.0370761 8.84239e-05 0.0175409 0.0467313 -0.0209409 0.00904389 0.0299182 -0.0138375 -0.0501055 0.00420396 0.040321 0.0606528 -0.0170364 -6.29922e-06 -0.00190769 -0.000333434 -0.0204292 -0.0515809 0.00045837 0.0154922 6.17245e-05
internal_weight=54.9434 54.3092 54.0694 0.27591 0.253764 0.185264 0.127978 0.0915045 0.239753 0.157901 53.7935 0.290388 0.165129 0.125259 0.0968832 0.0813783 0.0392803 0.029558 0.0951602 0.0364736 0.0291983 0.00802921 53.5031 10.5075 9.78773 0.754451 0.261805 42.9957 1.10522 41.8904
internal_count=4034 3970 3857 287 279 245 208 86 113 95 3570 447 173 274 149 114 101 94 52 122 100 69 3123 359 321 62 51 2764 45 2719
is_linear=0
shrinkage=0.1


Tree=415
num_leaves=31
num_cat=0
split_feature=4 4 3 2 2 2 3 2 3 2 0 3 4 0 2 2 2 1 1 0 1 3 1 2 1 2 3 3 4 1
split_gain=0.00375957 0.0336184 0.0140252 0.0554798 0.0545059 0.0546594 0.0438387 0.0525883 0.0264137 0.0455114 0.0166741 0.039432 0.0128979 0.0534232 0.0437142 0.0122418 0.0287429 0.0178012 0.0122568 0.0491915 0.0237585 0.0307127 0.0162138 0.0331795 0.0225142 0.0197901 0.0177078 0.0513613 0.0518787 0.0141297
threshold=37.038444968100009 36.893814626400008 0.09117500000000002 -0.012794999999999999 0.051245000000000013 0.12427500000000002 0.096885000000000013 -0.102645 0.085820000000000021 -0.094519999999999993 89.953120586650016 0.12084500000000002 37.784765830350004 93.953546284800012 -0.046635000000000003 0.22598000000000004 0.26941000000000009 70.123053416500014 76.279622535200005 97.878695155250014 77.742143758150021 0.078105000000000022 81.479100559500012 -0.085584999999999994 83.740093847200015 0.20949500000000004 0.087475000000000011 0.092465000000000033 41.092444989200011 75.634392583900009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 -1 -10 11 -8 13 14 -2 18 -17 -18 29 -20 -21 -22 26 24 -24 -25 -23 28 -28 -14
right_child=12 -3 6 4 5 -7 10 -9 9 -11 -12 -13 15 -15 -16 16 17 -19 19 20 21 22 23 25 -26 -27 27 -29 -30 -31
leaf_value=-0.0072784572583660849 0.091325592084931725 -0.055393901265492818 0.02753393901261882 0.090549378795280105 -0.10321943819615331 0.057081773472830999 0.054974465217338266 -0.10327832739980113 -0.034522806636369599 0.090275062510657131 -0.0078562016284970081 -0.021649492801185621 -9.1621788674568994e-05 0.00039118423835272811 0.0097267595378943035 -0.0050458943945834731 -0.014472180322561062 -0.10104164916911751 0.068856656605061128 0.046652851242989603 0.07043728358078899 -0.0030640964944040282 0.053367876325816854 -0.10196420593325069 -0.100610966836997 0.039893173051226194 0.080335369095988235 -0.0012936811343343161 -0.010665236913158729 -0.013902901675538412
leaf_weight=1.1353026978195155 0.13063505679383525 0.11942510858244748 0.045335048261669897 0.13781826114153384 0.036758519377940502 0.050486098131017343 0.14594668269273814 0.095408336920968284 0.04794009516331954 0.074840350848951576 1.162996272684852 0.12441409355960786 45.306034049457438 1.1656709942474597 0.13198370509781199 0.59351883752350687 0.041695917963124884 0.055198099997920025 0.11950216237116595 0.12346641884596499 0.06424227036389174 2.1212030328301532 0.046760002475907836 0.060832712245569076 0.011915656071291192 0.011730745201930404 0.18452128872741003 0.69840472311079793 0.094849539207643829 0.75305293856626931
leaf_count=232 26 30 22 15 24 52 32 46 29 20 114 11 2092 78 20 53 35 58 102 42 241 49 77 219 156 4 41 54 22 38
internal_value=-4.81797e-06 -0.00334398 -0.00131076 0.00566697 0.0513945 -0.0104575 -0.0078853 -0.0611422 -0.0025134 0.0415473 -0.00265593 0.0197138 0.000200294 0.00957095 0.0503167 -6.58584e-05 -0.01329 -0.0637886 0.000118229 0.00579076 0.00358576 0.00197174 0.000610102 -0.0338173 0.0220984 -0.0790313 0.00206807 0.0132019 0.0494396 -0.000317432
internal_weight=54.8919 3.17667 3.05725 1.48315 0.225063 0.0872446 1.5741 0.140743 1.25808 0.12278 1.43336 0.270361 51.7152 1.42829 0.262619 50.2869 0.690413 0.096894 49.5965 3.53743 3.41793 3.29446 3.23022 0.131239 0.0586757 0.0725635 3.09898 0.977776 0.279371 46.0591
internal_count=4034 627 597 372 91 76 225 68 281 49 157 43 3407 124 46 3283 146 93 3137 1007 905 863 622 456 233 223 166 117 63 2130
is_linear=0
shrinkage=0.1


Tree=416
num_leaves=31
num_cat=0
split_feature=1 1 3 3 3 3 3 0 4 4 3 0 0 3 0 0 0 0 1 0 0 1 4 2 0 0 0 1 3 1
split_gain=0.00325598 0.0337057 0.0210623 0.0186922 0.0300731 0.0314323 0.0146486 0.0525902 0.0279893 0.0953125 0.0588443 0.0624892 0.0375549 0.0236992 0.0179549 0.0293488 0.0172197 0.0460963 0.0148299 0.0137553 0.0773652 0.0316053 0.0591277 0.0329936 0.030295 0.0297369 0.0449998 0.0272615 0.0127617 0.0124648
threshold=62.052302108850007 62.068432857650002 0.41214500000000009 0.12084500000000002 0.11243000000000002 0.10507500000000002 0.091935000000000031 87.170566421650008 40.159267750750011 39.577821550850011 0.082535000000000011 86.20003303655001 85.121961326250016 0.092260000000000023 85.812895065800021 85.705356740550016 85.995710218650018 86.643628628100018 61.923256118600001 86.103248543850015 86.382848189450016 62.111448187750007 41.942745071500006 -0.11347 86.420486603250012 85.791387400750025 85.764502819450016 62.132955852800002 0.087905000000000025 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=2 -2 3 4 5 6 7 8 9 10 11 12 -1 -8 15 -10 18 -18 -15 21 -21 -3 25 -24 -22 26 -23 -25 -16 -26
right_child=1 19 -4 -5 -6 -7 13 -9 14 -11 -12 -13 -14 16 28 -17 17 -19 -20 20 24 22 23 27 29 -27 -28 -29 -30 -31
leaf_value=-0.041272351044016636 -0.015658070106593775 0.0019864993864667155 0.018689163322825282 -0.0095659928086750771 0.021106961412310006 -0.012203553305193812 0.018200998580911058 0.049367693881056794 -0.0015542337312819542 -0.09884027528511978 -0.067843242664640563 -0.0084333664112003996 0.10067862329721569 0.0038261503655452767 0.0012003808849014542 0.023796306863119572 0.021960679417655359 -0.0049561161904365389 -0.01038061138073192 -0.050655819249489788 0.020019510257780787 -0.10035139799055098 0.05706108414838721 0.025189908464502371 -0.006540981435889371 0.10033169866392716 0.10039495176025091 -0.10058647102057978 -0.010512468316097366 0.0002805725153644958
leaf_weight=0.023198891444733749 1.418986208424484 1.0648377992274545 0.65535115698730706 1.6908453666273988 0.74507919363577535 1.719370880105999 1.1994486285648234 0.20016579941147927 1.2727804079897316 0.12875739750575121 0.1251426647667131 0.48157357447780669 0.094790985851432197 1.6580216452037748 2.0084189796471041 0.71224270039238025 1.2945579793304207 1.2511324910446999 1.3195143996272234 0.3027741753612635 0.74805125559214403 0.021115729604573086 0.03987606336340821 0.026852932051042555 2.9437471335986656 0.12933236313983798 0.023699041455984116 0.048101272166029219 1.7327513882701167 29.747135122149029
leaf_count=137 36 33 18 32 29 37 11 21 412 14 31 4 8 57 55 15 19 30 23 27 9 59 70 10 37 24 2 51 33 2690
internal_value=-2.63565e-06 -0.00054838 0.00108552 0.000432182 0.00149095 0.000530791 0.00215235 -0.00112749 -0.00266365 -0.0195578 -0.00547176 0.0075466 0.0727686 0.00546007 -0.00014566 0.00754175 0.00269319 0.00873186 -0.00246967 6.25363e-05 -0.00033402 0.00994609 0.039276 -0.016429 0.00012162 0.076007 0.00580771 -0.0555261 -0.00422451 -0.000333694
internal_weight=54.8277 36.5145 18.3131 17.6578 15.9669 15.2219 13.5025 6.77982 6.57966 0.853464 0.724706 0.599563 0.11799 6.72268 5.72619 1.98502 5.52323 2.54569 2.97754 35.0955 33.7417 1.35382 0.288977 0.11483 33.4389 0.174147 0.0448148 0.0749542 3.74117 32.6909
internal_count=4034 3048 986 968 936 907 870 730 709 194 180 149 145 140 515 427 129 49 80 3012 2763 249 216 131 2736 85 61 61 88 2727
is_linear=0
shrinkage=0.1


Tree=417
num_leaves=31
num_cat=0
split_feature=2 2 3 2 0 3 3 1 0 3 0 2 1 1 1 2 4 0 1 4 2 0 3 4 4 3 0 4 2 4
split_gain=0.0033813 0.0291648 0.0147282 0.0151704 0.0258453 0.0128631 0.0318712 0.0211881 0.0671412 0.0532994 0.0330673 0.0544351 0.0257846 0.135486 0.10928 0.109409 0.0736885 0.0225754 0.0197476 0.019403 0.0789187 0.0411019 0.0174923 0.041819 0.0158719 0.0136061 0.0441133 0.0463018 0.0770669 0.0285513
threshold=-0.085584999999999994 -0.084275000000000003 0.21629500000000004 -0.087234999999999993 86.420486603250012 0.089415000000000022 0.09013000000000003 75.271450736300025 98.674478761850011 0.087475000000000011 97.521130223850008 -0.092710000000000001 69.64719632740001 71.504920895500007 66.351146659450009 -0.12546499999999997 42.660927378600007 86.565663342300013 83.468559576050012 43.047778594550003 -0.13953999999999997 86.135510041400025 0.085820000000000021 47.927946529500012 41.872294782850005 0.093735000000000027 86.420486603250012 39.861052345600008 -0.14429 39.952536079750011
decision_type=2 2 2 2 2 2 2 2 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 7 -7 12 10 18 11 -9 14 -14 17 16 -16 19 -10 20 21 -1 23 -21 -19 26 -8 -28 -29 -27
right_child=1 -3 -4 4 -6 6 25 8 9 -11 -12 -13 13 -15 15 -17 -18 24 -20 22 -22 -23 -24 -25 -26 29 27 28 -30 -31
leaf_value=-0.070183704493905291 -0.033395208577965602 -0.00034799568090155072 0.027491561022289696 0.046140527280703197 -0.0027015783410348085 -0.024429428691768344 -0.00081774514042682917 -0.10101942052172908 -0.10180048699324784 0.012626821414866853 0.097853401277207278 0.1009434406608587 -0.10238130887358943 -0.0012606183703960919 -0.083999199217288462 0.08251560140817836 0.054770500543400852 -0.0082662523854278754 0.06208189057572399 -0.090046980893426234 0.0077564269784906993 0.10120226610022723 0.003283255335747587 0.0085238486684134484 0.0030352264756205371 -0.018498094272244074 0.061241686322611934 0.060401767075156744 -0.06709561509929525 -0.00026782406088086898
leaf_weight=0.015618577712305792 0.26916213262802458 33.999634561685426 0.2079923603320698 0.19604445952063798 0.242175567201798 0.61350579887903123 2.0757847585829272 0.025500142020177918 0.059018583660922275 0.57183304116870204 0.13223298706020614 0.027998689562083179 0.14439712082631118 1.6081346237259238 0.082528476978040999 0.32866947795264412 0.071347162995039071 2.7048953388584778 0.0083991310468273239 0.074025745081602312 1.7246253585435614 0.13444579718634486 0.56746797249707015 0.10282622794329654 2.2987644566455856 1.0387613280083821 0.25908750194788854 0.094170527425689321 0.095476426794448011 4.9668471424101099
leaf_count=218 28 1909 38 9 33 47 32 54 166 22 13 1 165 86 17 33 30 47 308 154 53 7 20 55 32 162 34 23 23 215
internal_value=-9.81515e-08 -0.000607563 0.00101673 0.000744997 0.0191487 0.000338222 -0.00241495 0.00269474 0.0180894 0.00271215 0.0710149 0.00467813 0.00140637 -0.0095923 0.00378454 0.0499347 -0.0196562 0.000863048 -0.0813835 0.00838516 0.0138087 0.0833646 -0.00527485 -0.0327354 -0.00307417 -0.000831621 0.00532834 0.0337593 -0.00378589 -0.00342103
internal_weight=54.7414 34.2688 20.4726 20.2646 0.43822 19.8264 9.14363 10.6827 0.824983 0.639251 0.185732 0.0534988 9.85775 1.75253 8.10521 0.482545 0.153876 7.62267 0.0674177 2.61901 1.87469 0.150064 0.74432 0.176852 5.00366 8.53013 2.52452 0.448734 0.189647 6.00561
internal_count=4034 1937 2097 2059 42 2017 536 1481 564 496 68 55 917 251 666 80 47 586 474 507 278 225 229 209 79 489 112 80 46 377
is_linear=0
shrinkage=0.1


Tree=418
num_leaves=31
num_cat=0
split_feature=3 3 1 2 4 2 2 2 1 3 3 0 0 1 2 1 0 2 3 3 1 4 3 1 0 0 4 4 0 1
split_gain=0.00322031 0.0714366 0.0522863 0.0148777 0.0187857 0.0589415 0.122753 0.0116046 0.00609026 0.0488329 0.0316964 0.0550241 0.0435533 0.0237681 0.0438425 0.0129408 0.0127748 0.0154761 0.0596989 0.0479587 0.0224333 0.0127063 0.0101836 0.0385284 0.0497859 0.128317 0.0381358 0.155588 0.0301945 0.0280684
threshold=0.11531000000000002 0.11243000000000002 62.095317438950012 0.010890000000000002 40.206947806850003 -0.054619999999999995 -0.11572 -0.083954999999999988 61.987779113750001 0.10371000000000001 0.094175000000000023 85.812895065800021 86.89903215050002 62.009286778800011 -0.071864999999999998 62.020040611300011 85.877418060900013 -0.073609999999999995 0.092075000000000032 0.087125000000000022 61.923256118600001 41.243661560350013 0.086555000000000021 62.084563606450011 85.925810307250018 87.638358136350021 42.957059535450007 43.157831852650006 86.420486603250012 62.030794443850006
decision_type=2 2 2 2 2 2 2 2 2 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 6 -2 -6 9 10 12 -12 16 14 -10 21 17 -1 19 20 -19 -15 23 24 -17 28 29 -28 -26 -24
right_child=3 2 -4 -5 7 -7 -8 -9 13 -11 11 -13 -14 15 -16 22 -18 18 -20 -21 -22 -23 26 -25 25 -27 27 -29 -30 -31
leaf_value=0.00032251587044275336 0.050794382375262292 0.09496493103178838 0.010319750756381228 0.011259353361799722 0.0048524504933697647 6.472747569824759e-05 -0.10481756478003049 -0.0048296857163914828 0.00045117885688286436 -0.026918606369228739 -0.0016023084383658352 0.030751311390246439 -0.05537890856225558 9.7423535005470392e-05 0.027981926864513607 0.0060212265290756645 -0.0077922538216072985 0.067541929343543722 0.095693482946202293 -0.10128195942215634 -0.100655788215847 -0.019839827055323243 0.016568010979011703 -0.00014838696495332167 -0.04866859824683941 0.0012755596708940386 -0.1037501136242882 0.015517709741683348 -0.1046506013420673 0.0014062621503343436
leaf_weight=1.3199512560718401 0.071906850909840614 0.13579442899015148 0.15775475030422825 0.75611507349867668 1.8867051807769706 0.55623154639033856 0.17182935677018563 3.5998396710176341 1.7147045869660362 0.745651634337264 1.5524823664864018 0.79476725007407356 0.16642884706379835 0.62771173314325668 0.87291040000854891 0.56745385193946052 2.303001570442575 0.047494088464630102 0.080324994377036774 0.04208273857182121 0.0095189347598534368 0.65136219897976844 1.3125833692029178 15.627647924064904 0.20283386250957847 0.50590229826048017 0.16784166944870449 0.3140081600791369 0.18351418315432966 17.501612756264567
leaf_count=382 34 10 39 53 49 10 39 41 45 24 45 20 18 9 18 20 40 142 9 19 7 31 19 1579 22 10 41 201 20 1038
internal_value=2.27163e-06 0.000297529 0.0494762 -0.00199355 -0.00358756 -0.0179036 -0.0589091 -0.00150021 -7.60291e-06 -0.00271631 0.000140931 0.00935247 -0.005307 0.000467628 0.00973845 -0.000169327 -0.00311537 0.00406822 0.0316243 -0.0203088 0.0394595 -0.0100555 0.000178226 -0.00159963 -0.0171366 -0.0318646 0.00175258 -0.0260266 -0.0752599 0.00246403
internal_weight=54.648 47.6053 0.293549 7.04263 6.28651 0.799968 0.243736 5.48654 47.3118 7.0617 6.31605 2.34725 3.9688 40.2501 2.58761 37.6625 3.80237 1.49937 0.179421 0.0990958 0.057013 1.27907 36.3834 17.0874 1.4597 0.89225 19.296 0.48185 0.386348 18.8142
internal_count=4034 3808 49 226 173 83 73 90 3759 706 682 65 617 3053 63 2990 599 559 177 168 149 40 2950 1651 72 52 1299 242 42 1057
is_linear=0
shrinkage=0.1


Tree=419
num_leaves=31
num_cat=0
split_feature=1 1 0 2 1 4 1 1 0 0 0 3 2 3 3 0 3 3 4 0 0 4 4 0 1 1 4 4 4 4
split_gain=0.0033686 0.0737699 0.108793 0.0585812 0.0369971 0.127679 0.0863607 0.0547457 0.145059 0.0497086 0.0719531 0.0280538 0.0202337 0.0590667 0.0155821 0.0136954 0.0118249 0.0180268 0.0384862 0.0140006 0.0576684 0.0629901 0.0390488 0.0227352 0.0787579 0.0522799 0.092159 0.0358874 0.0231686 0.0266095
threshold=64.665483411650015 62.837331883000012 87.278104746850019 -0.08786999999999999 66.351146659450009 38.244973486750006 66.590419433100024 67.649671936450019 90.767723400200012 92.313586825200005 92.805574663100018 0.08673500000000002 -0.11347 0.093160000000000034 0.09062000000000002 91.066142252700018 0.12535000000000004 0.11278000000000003 40.583589072600013 93.953546284800012 93.805681087600007 37.311503175250003 34.41230404325001 94.625660817400004 70.123053416500014 70.897329358050015 41.741384785950011 47.709122305950011 42.310579034350006 42.360359531950003
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 -6 8 -8 15 -11 -4 13 -7 -2 -9 17 19 -19 20 21 -12 -21 24 -24 26 -25 -28 -26 -30
right_child=4 2 11 -5 6 12 7 9 -10 10 16 -13 -14 -15 -16 -17 -18 18 -20 22 -22 -23 23 25 28 -27 27 -29 29 -31
leaf_value=1.4475986405664785e-05 -0.011132680611437008 0.037813424460135692 0.097924447777260004 -0.08162579820166728 0.042747039395646308 0.059726019004583734 0.035313709000144314 -0.10152405599935975 -0.091927192459917789 0.056275684485694678 0.055741730459868834 0.043524968297764609 -0.10162559078090411 -0.10204522521215134 0.014544686309408578 -0.037073805879103958 -0.014525085602585135 -0.0047515804331546597 0.082538946181337003 -0.10104858228202847 0.060195102820834435 -0.031734219604528345 -0.0027527213484232461 0.070222144872502057 -0.10218364802455676 -0.00061730731694985622 -0.1010314626189126 0.010439213058298908 0.10022262608599208 -0.10016840447043163
leaf_weight=31.7712580741556 0.62123567278104264 0.07135744041838521 0.15706890905858018 0.096729618136122464 0.46332305902615445 0.035161830235665437 0.15323734176490944 0.04576181573080873 0.21573425922315437 0.22654019379638413 0.11545251391363365 0.23911705770296976 0.16228665540166531 0.063028568401932716 0.38144435265257925 0.1179538238322948 0.57575594010381692 0.13085799214972027 0.082260615728486641 0.038769378807400723 0.190205549064558 0.2868250126848011 0.7112042488915965 0.26039634243352594 0.11939859516223805 17.04603323691434 0.049558831541162363 0.069222715007867919 0.013404704630374908 0.013104491810992158
leaf_count=1326 22 29 40 29 30 73 16 62 56 21 16 33 49 7 32 34 68 43 12 147 27 50 24 18 57 1579 39 25 2 68
internal_value=-9.01263e-08 0.000651018 0.0364914 -0.0309207 -0.000948971 -0.0175688 5.43023e-05 -0.000912409 -0.0390829 -0.000211467 0.000239349 0.0650918 -0.0799463 -0.0441152 -0.00136437 -0.0550889 -0.000404961 2.00858e-05 0.0289413 -0.000305799 0.0148237 -0.00662887 -0.00079507 -0.000582473 -0.0164827 0.000199629 0.0369252 -0.0360693 -0.0834074 0.00116181
internal_weight=54.5237 32.3355 0.564273 0.168087 22.1882 1.26316 20.925 20.4617 0.368972 20.0927 19.929 0.396186 0.260477 0.0981904 1.00268 0.163716 19.7025 19.1267 0.213119 18.9136 0.592483 0.402278 18.3211 18.2823 0.857112 17.4252 0.379178 0.118782 0.145908 0.0265092
internal_count=4034 1457 131 58 2577 183 2394 2364 72 2292 2196 73 129 80 54 96 2175 2107 55 2052 93 66 1959 1812 151 1661 82 64 127 70
is_linear=0
shrinkage=0.1


Tree=420
num_leaves=31
num_cat=0
split_feature=2 4 4 3 1 3 0 0 0 0 2 3 4 4 4 4 3 4 4 1 0 0 0 4 3 4 3 4 1 3
split_gain=0.0032368 0.0246847 0.0399844 0.0326329 0.0309179 0.0282728 0.0236953 0.0135245 0.0229247 0.00896952 0.00796641 0.0202494 0.0197634 0.0168412 0.0114374 0.00895761 0.00668282 0.00659573 0.0150068 0.00651858 0.00585655 0.00557166 0.00758297 0.00372927 0.0182242 0.0530821 0.0198525 0.0442883 0.0692672 0.0935373
threshold=-0.50001499999999999 41.066313126200008 42.558389508100007 0.091645000000000018 75.499969677400017 0.084565000000000015 97.991610396700011 85.861287312150012 91.394134144600017 98.674478761850011 -0.167075 0.088435000000000027 38.969453495950006 39.792680591700012 42.094663496250007 47.927946529500012 -0.25095999999999996 41.770271989050009 40.159267750750011 83.116371560950014 77.693751511800016 89.415428960600011 91.066142252700018 39.685256516350002 -0.10565499999999999 38.748048509250005 0.091375000000000026 38.121007182500009 63.705703859100005 0.098105000000000026
decision_type=2 2 2 2 2 2 2 2 2 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 7 -6 -3 -1 -9 -7 11 12 20 -13 17 21 -17 18 -14 -11 -2 -16 -23 24 25 -12 -26 -28 -29 -30
right_child=10 2 3 -5 5 9 -8 8 -10 19 23 13 14 -15 15 16 -18 -19 -20 -21 -22 22 -24 -25 26 -27 27 28 29 -31
leaf_value=0.0014301454063618089 0.033257997208945879 -0.10261669692113617 -0.1009738964124058 0.042133756304077445 0.060805011397874975 -0.1014035021714017 -0.015287892151060363 -0.011050544979684508 0.059508394698108313 -0.10042734107880039 -0.015473323696562697 0.0051983797232325914 0.094065315829137408 0.072791486452453688 -0.10031430373733333 -0.021121592670683462 0.026318120179279415 0.10032121005379564 -0.10034241136705638 0.009711459235046481 -0.1006421450259061 0.10002300697832732 -0.10010544176913956 -0.00041855845193787219 -0.0035690715889169266 0.09121573996673113 -0.00021412162931415082 0.059258319801932552 0.024440154068322235 -0.040305361656784069
leaf_weight=0.50850294099426108 0.0037668452764391116 0.083477390865027701 0.019899318630713481 0.079966780207882948 0.018214684135742121 0.051732573756453348 0.049491077997913635 0.074733291895427101 0.11995931173055396 0.0081121483207766687 0.10373472471621781 0.06586991164388678 0.0094832595023035537 0.083700119017066754 0.014496383234160248 0.053291767996370254 0.067061633635603357 0.018118760082870722 0.0068306196204730432 0.015918498344092313 0.024590718721641647 0.0040049903909675768 0.0035908278358043333 42.234793585392325 4.87701755597387 0.084721818771413382 4.1796168023421529 0.34289567614905525 0.89207073469719922 0.29756338717052699
leaf_count=29 85 23 92 30 75 15 38 13 33 18 105 37 5 32 85 25 47 2 61 38 54 7 67 2243 373 16 256 33 38 59
internal_value=-2.07788e-06 -0.00555455 -0.0341994 0.0136181 0.00281189 -0.0510589 -0.0701128 0.0100114 0.0324242 -0.0779528 0.000105087 0.0150395 -0.00535472 0.0430238 0.00707043 -0.0054318 0.0053121 0.0587913 0.0126668 -0.0274687 -0.0828557 -0.0639622 0.00541479 5.13294e-06 0.00166547 0.0324894 0.0011169 0.00511776 0.0196592 0.00824535
internal_weight=54.3972 1.03001 0.232835 0.0998661 0.797173 0.0939779 0.132968 0.703196 0.194693 0.0757632 53.3672 0.354806 0.205236 0.14957 0.176878 0.142446 0.120353 0.0344326 0.0163139 0.0240306 0.0283576 0.0220922 0.00759582 53.0124 10.7776 0.188457 10.5892 5.71215 1.53253 1.18963
internal_count=4034 404 183 122 221 146 61 75 46 71 3630 507 438 69 299 231 72 68 66 56 139 159 74 3123 880 121 759 386 130 97
is_linear=0
shrinkage=0.1


Tree=421
num_leaves=31
num_cat=0
split_feature=2 2 4 3 3 3 2 4 2 4 2 3 4 3 2 0 1 4 0 2 2 2 1 0 1 3 2 3 3 4
split_gain=0.00343889 0.0558681 0.235447 0.0522357 0.047795 0.0327677 0.0320902 0.0192073 0.226217 0.0226285 0.0226074 0.0292925 0.0498279 0.0432542 0.0461041 0.0537957 0.0381883 0.0294864 0.026886 0.0254059 0.0276308 0.0192826 0.0185565 0.0184333 0.11925 0.113551 0.0165625 0.0539394 0.0896145 0.0321146
threshold=-0.06483499999999999 -0.058374999999999996 40.241071441700008 -0.24800999999999998 -0.26533499999999993 -0.27343499999999998 -0.068964999999999985 41.092444989200011 -0.033799999999999997 41.535369675400013 0.0023400000000000005 0.093325000000000033 40.241071441700008 0.084565000000000015 -0.0068649999999999996 97.225399829550014 62.084563606450011 39.525197829750006 86.382848189450016 0.048475000000000011 0.061925000000000015 -0.032369999999999996 62.116825104000007 86.565663342300013 62.181348099150007 0.094375000000000028 0.04932000000000001 0.12535000000000004 0.09914000000000002 41.646178195200001
decision_type=2 2 2 2 2 2 2 2 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 -3 -1 10 9 -9 11 13 16 17 15 -15 -13 -5 -12 -20 -21 -10 -8 25 -25 -23 27 28 29 -26
right_child=1 3 -4 7 -6 -7 22 8 21 -11 18 12 -14 14 -16 -17 -18 -19 19 20 -22 23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-0.00037590525286004828 -0.072666946507781993 -0.10072742170913525 0.07736170379993243 0.0030968325095125358 -0.10549299312138934 0.044143876651465977 -0.0097441398698563074 -0.11121678848487551 -0.017739901000792088 -0.058888889297862936 0.016293653616919888 0.0662312716962659 0.005502974410109808 -0.036253680967947011 0.01422981284748065 0.0044292178839232177 0.017485356320440373 0.021531761495512579 -0.017479515972007299 0.018269773638998874 -0.0034155707930345648 -0.094659199778743666 -0.058811452431507885 0.069312710138347819 -0.0027924700040332174 0.0034232797856937934 0.0044299039362755933 -0.0010877529745547179 0.085538798640601044 -0.10247532557696415
leaf_weight=30.229140991827133 0.14749563573571123 0.021935268065611524 0.35970412696974563 2.771362349128152 0.089206009366310179 0.054167450186128008 0.16446105542126943 0.16073265811428417 0.56233974917722651 0.17009153468819704 0.76899410570626958 0.29597029299475242 1.2324303494315243 0.79078512920977961 0.57884606239372294 0.55185397467118946 0.3516768753202939 1.263071019464405 1.0796206359855913 0.67383895128201121 4.5895642552418536 0.14006078051661131 0.14505452637763483 0.26284556766040612 0.041317349730889297 0.75056704628195803 3.9260947205463594 1.9853864888427777 0.03907512579462491 0.14840276854489076
leaf_count=2572 36 85 33 29 19 21 7 6 8 38 63 15 24 26 11 34 36 33 32 41 273 124 34 23 34 42 183 9 5 138
internal_value=-1.56333e-06 0.000899372 0.0337328 0.000184653 -0.0558285 0.00238728 -0.000703917 0.00058489 -0.00330852 -0.0843127 0.00271728 0.00642223 0.0173045 0.00298709 -0.00936136 -0.0195321 0.0397619 0.00886831 -0.00136482 -0.00350564 -0.000639339 0.000102608 -0.0327395 0.00147825 0.00335314 -0.0120012 0.000529626 -0.00638618 -0.0523637 -0.0807663
internal_weight=54.3461 23.8074 0.5072 23.3002 0.165309 0.0761027 30.5387 23.1349 8.18691 0.330824 14.948 7.836 1.88008 5.95592 1.92149 1.34264 0.647647 4.03443 7.11202 6.34302 5.2634 7.85609 0.309516 7.29375 6.40312 0.890628 6.14028 2.21418 0.228795 0.18972
internal_count=4034 1421 69 1352 125 106 2613 1227 610 44 617 208 75 133 71 60 51 62 409 346 314 566 41 558 392 166 369 186 177 172
is_linear=0
shrinkage=0.1


Tree=422
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 1 1 4 3 1 0 0 0 3 0 2 1 2 2 3 2 0 2 1 2 0 3 0 4 2
split_gain=0.003693 0.0377301 0.015604 0.0543898 0.0863058 0.0282217 0.0776991 0.0717408 0.0737827 0.0455946 0.128436 0.0367333 0.0589713 0.0200263 0.0150001 0.0569571 0.107357 0.0113468 0.109851 0.0539928 0.0510343 0.0372534 0.105082 0.0299582 0.155384 0.0376628 0.0389914 0.0919097 0.0289303 0.0273126
threshold=87.350693116400024 87.638358136350021 64.665483411650015 62.55235532115001 89.168090812600013 66.351146659450009 66.590419433100024 35.509685375550013 0.09062000000000002 67.649671936450019 90.767723400200012 92.313586825200005 92.805574663100018 0.087245000000000031 86.89903215050002 -0.093879999999999991 62.009286778800011 -0.059424999999999999 -0.068964999999999985 0.083495000000000028 -0.074999999999999997 94.047642319350018 1.0000000180025095e-35 70.776348742200014 -0.10051499999999999 96.163458868000006 0.090390000000000012 96.039789794050009 40.984321400500008 -0.122165
decision_type=2 2 2 2 2 2 2 2 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 7 -7 -4 -9 10 -8 -11 -13 -6 -1 -16 -17 18 19 20 29 22 -19 24 28 26 27 -25 -21 -14
right_child=1 2 5 4 13 6 9 8 -10 11 -12 12 17 -15 15 16 -18 21 -20 23 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0003408166092681042 0.038938929895774098 0.00027662109130157151 0.0066091406479614843 0.0072715953221815163 0.10028859947567514 0.041463985139303272 0.033427895128515982 -0.085986243594307982 -0.01145809667278967 -0.049348501005693754 -0.08953282573512053 0.051946182805443809 -0.025730126702403985 0.047980605276426405 0.0079678329414684113 0.0072163280176724869 -0.085929277343678279 0.08247369131479565 -0.081093538360424391 0.038986150532318825 0.0574385761665413 0.00053685808550115583 -0.024875231022788213 -0.10249822968164138 -0.10143176208378457 0.00046543191892004833 0.064464710483474991 0.10130941737463708 -0.017914090392784712 -0.10106001132481167
leaf_weight=25.905654236358313 0.25721091691721198 3.9507271109614548 0.6622818541945914 0.69685701502021391 0.13434565329225734 0.44607859710231679 0.14897915002984774 0.22668913472443819 0.32084318902343512 0.15032864995277151 0.19764577683508833 0.21840357040173586 0.083647201737913068 0.16079346556216478 0.62264537799637765 0.25798825733363517 0.23778967990074307 0.1973578594624773 0.17804344484409274 0.2064582267375954 0.038041574264066624 12.317116993867323 0.16950573589147666 0.051884306415104109 0.17002728487364027 5.6984658172649079 0.18592098175679439 0.038579884916543961 0.15754042899607157 0.11335996984994345
leaf_count=1346 32 56 21 29 37 30 16 33 29 71 56 21 532 14 21 20 27 20 62 23 12 676 40 65 62 477 56 1 20 129
internal_value=-2.57192e-06 0.000820539 0.000456331 0.00553307 0.0264674 -0.000685439 0.000179476 -0.0155324 -0.0423142 -0.000726771 -0.0366844 -0.000102791 0.000270641 0.0717909 -0.000830345 -0.0121691 -0.037459 -0.000305007 -0.00356153 -0.00151465 -0.0486 0.00147216 0.0328742 0.0001857 -0.0225071 0.00221395 0.0382647 -0.0155812 0.0143594 -0.0690757
internal_weight=54.2012 27.1771 26.9199 4.94272 0.991996 21.9772 20.7674 1.20981 0.547532 20.3213 0.346625 19.9747 19.8244 0.295139 27.0241 1.11842 0.495778 19.6059 6.92197 6.74393 0.235049 12.684 0.366864 6.50888 0.534026 5.97485 0.276385 0.0904642 0.363999 0.197007
internal_count=4034 2620 2588 136 80 2452 2369 83 62 2339 72 2267 2196 51 1414 68 47 2175 1439 1377 673 736 60 704 105 599 122 66 43 661
is_linear=0
shrinkage=0.1


Tree=423
num_leaves=31
num_cat=0
split_feature=3 3 3 3 0 1 0 0 2 4 3 0 3 4 4 3 0 3 3 1 4 0 3 0 2 4 4 0 4 2
split_gain=0.00320731 0.0157713 0.0133039 0.0366118 0.0161586 0.0125081 0.0985475 0.0323843 0.0350349 0.0835871 0.0186646 0.0360353 0.0111713 0.0165992 0.015523 0.0107683 0.0100879 0.0567664 0.0405981 0.0292374 0.0173769 0.0158932 0.055047 0.0391878 0.0251192 0.0126457 0.0284142 0.0160988 0.0113577 0.0098917
threshold=0.10249000000000003 0.10335500000000002 0.10507500000000002 0.10661000000000002 95.469836670350006 68.34060567600001 93.692765846100016 94.848802842250009 -0.08786999999999999 37.828051409500013 0.11531000000000002 86.382848189450016 0.21629500000000004 41.872294782850005 41.898943182100005 0.10184000000000003 85.705356740550016 0.093580000000000024 0.092075000000000032 62.052302108850007 40.377444152000002 86.103248543850015 -0.11789499999999999 85.995710218650018 -0.084794999999999995 40.750688432250008 37.784765830350004 85.121961326250016 44.756878345700009 -0.088224999999999984
decision_type=2 2 2 2 2 2 2 2 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 4 -4 -3 10 -7 -8 -9 -10 11 -5 14 -14 29 16 17 18 19 25 -19 22 -18 24 -24 26 27 -1 -21 -12
right_child=1 2 3 5 -6 6 7 8 9 -11 12 -13 13 -15 -16 -17 21 20 -20 28 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.055321354416646332 -0.010697926327130847 0.022840551318297712 -0.022949246119112674 -0.0015847867969679794 -0.0015188896412103659 -0.10428181269450594 0.057008907113659441 0.0047855701997108029 0.049493627520663282 -0.10139466478938004 -0.0030781413969390662 0.024791669490297867 0.012442882641435084 -0.0030568853949665196 0.0055947968708438683 0.013095654801485647 -0.019507312266696109 -0.026539126730026303 0.066273365859082653 -0.1032905635773253 -0.101668010691036 -0.0001043164156793374 0.019575338935740975 0.031671147606250609 -0.0026762568541377849 -0.00086500029976699063 -0.08418128712981611 0.10017847674608267 0.04096219261678178 -0.014878365219239935
leaf_weight=0.010858232911386767 1.5904694960656751 0.53484178506187052 0.71921188999662788 1.1998261750142059 0.5547733268502526 0.10019710167370099 0.090741608246503347 0.60946509577285113 0.056960448033038347 0.10328725278914419 1.6292786468984517 0.91140866151545186 1.2534052747068929 1.539664137024374 1.1314080644583553 0.6608119039253485 0.64876593090593848 0.051526610312976007 0.082230631557678069 0.040409754924273567 0.076485293650080166 34.888499132628823 0.8127827395364885 0.79325796131888626 1.3499071667147278 1.2609190355361581 0.053569053846445058 0.017210839781910181 0.0063104572673182693 1.2595576629391914
leaf_count=134 27 33 41 38 20 13 16 65 30 60 27 37 25 21 30 27 13 20 17 87 32 2571 49 33 38 349 98 4 57 22
internal_value=-5.69146e-06 -0.00135506 -8.43664e-05 -0.00116555 0.010438 0.000419349 -0.0104227 0.000506849 -0.00615419 -0.047761 0.00158641 0.00980179 -0.000959285 0.00389872 -0.00433439 0.000434165 0.000225477 -0.00755607 -0.00199965 -0.00604069 -0.0714276 0.000548826 0.00687031 0.0126596 0.00568634 -0.00333449 -0.0414763 0.040025 -0.0838065 -0.00822314
internal_weight=54.038 13.2845 11.694 10.6044 1.08962 9.8852 0.960652 0.860454 0.769713 0.160248 8.92455 2.11123 6.81331 2.79307 4.02024 40.7535 40.0927 1.59952 1.47151 1.38928 0.128012 38.4932 3.60471 2.95595 2.16269 1.34256 0.0816381 0.0280691 0.0467202 2.88884
internal_count=4034 505 478 425 53 384 184 171 155 90 200 75 125 46 79 3529 3502 798 746 729 52 2704 133 120 87 585 236 138 144 49
is_linear=0
shrinkage=0.1


Tree=424
num_leaves=31
num_cat=0
split_feature=2 4 4 4 2 1 3 4 2 1 0 3 2 3 4 4 1 4 0 1 3 3 4 4 2 0 1 3 2 0
split_gain=0.00399656 0.0202202 0.0295054 0.026148 0.0210998 0.0180745 0.0249536 0.0149323 0.0341129 0.0146138 0.0125999 0.0151356 0.00661159 0.0166987 0.0210379 0.0268056 0.0216601 0.0188785 0.0184564 0.0135935 0.0115387 0.00975093 0.0069715 0.00519646 0.0102146 0.00445848 0.00387983 0.022171 0.0865603 0.0182286
threshold=-0.50001499999999999 39.577821550850011 40.098777110850008 34.654301448200009 -0.59260499999999994 72.378669787950017 0.096315000000000026 41.066313126200008 -0.63113999999999992 78.285212300550015 97.39208423365001 0.09914000000000002 -0.167075 0.11379500000000002 39.110279783550006 42.599563320500003 62.030794443850006 47.927946529500012 87.278104746850019 62.272755675600003 1.0000000180025095e-35 -0.55648999999999993 33.96174662340001 37.311503175250003 -0.26894999999999997 101.18549865570002 75.408562100950022 0.10608500000000003 -0.08786999999999999 97.878695155250014
decision_type=2 2 2 2 2 2 2 2 2 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 7 6 -6 -4 -9 -5 -10 -12 13 14 19 16 18 -17 -16 22 21 -19 -2 24 -21 -11 -14 29 -29 -28
right_child=12 2 4 9 5 -7 -8 8 10 25 11 -13 26 -15 15 17 -18 20 -20 23 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.062664521204546075 -0.10009859979992342 0.060732354866829256 0.005857369700626852 -0.10119951419231726 0.069343284255320103 -0.10082073276483623 -0.10132358211416451 -0.076349704437166932 -0.026694282554404886 0.055530654465121482 -0.0051220917107785415 0.10011178475011789 -0.00029743168934231751 0.077608281276063104 -0.10056330626375426 -0.078340860222954667 0.086859504857617176 0.036479919551009925 0.10023375296748294 0.078419695611268853 0.059169267266450012 -0.032193371010979681 0.081063451635177947 -0.10057025446899481 -0.10041718960873414 -0.050123504948918152 0.014114121038887002 0.065628706618096763 -0.07825753233058988 0.00063182766374105274
leaf_weight=0.01632517557051727 0.0027133480238416005 0.069637419419677826 0.58119448521335926 0.056756438411753152 0.020029612471716973 0.042259052712115164 0.014970224521675846 0.079050453356359185 0.047352185329145868 0.0086618868517689407 0.029467401955059813 0.025490220943538588 46.219765060727909 0.036817725207583862 0.013101748195083474 0.029724445424548662 0.072308922279489707 0.031611006312232348 0.0070357290096580974 0.0055398870684086887 0.034880440827691928 0.059771828830662344 0.0097827114346102917 0.029083285575552509 0.0075415730546843918 0.0074115811320965 1.2568338552623535 0.062062149891914054 0.12812562977756048 4.9620192591696082
leaf_count=43 60 18 18 45 86 59 9 13 17 4 35 8 1918 11 61 163 31 10 1 18 13 50 37 24 28 49 122 30 67 986
internal_value=-6.07755e-06 -0.00627352 -0.0018182 -0.0517212 -0.0070049 -0.0568026 -0.00365481 -0.0019596 -0.0270102 -0.0773613 0.0111124 0.0436871 0.000112081 0.0140139 0.00628892 0.0186468 0.0613153 -0.00664077 -0.0304079 -0.0498778 0.0102386 -0.00843801 0.0417266 -0.077026 -0.0246813 0.00681283 2.22936e-05 0.00232804 -0.0313045 0.00335661
internal_weight=53.9673 0.998606 0.909451 0.0891551 0.839814 0.0772589 0.0349998 0.762555 0.18136 0.0728299 0.10231 0.0549576 52.9687 0.339913 0.303095 0.248434 0.0924464 0.155988 0.0201375 0.0546608 0.126263 0.0913828 0.0124961 0.0421647 0.0130815 0.0160735 52.6288 6.40904 0.190188 6.21885
internal_count=4034 404 263 141 245 154 95 91 73 98 60 43 3630 507 496 329 93 236 62 167 73 60 97 70 46 53 3123 1205 97 1108
is_linear=0
shrinkage=0.1


Tree=425
num_leaves=31
num_cat=0
split_feature=2 2 3 3 3 3 3 4 4 3 4 2 1 4 4 0 0 0 0 2 4 4 0 2 3 2 3 4 3 2
split_gain=0.00375043 0.0329199 0.0332152 0.0449639 0.0402165 0.0436991 0.0487039 0.0271682 0.0231797 0.0187807 0.0297079 0.016496 0.0285296 0.0221788 0.0209434 0.0186575 0.0176087 0.0182011 0.010663 0.0148358 0.00753502 0.00763363 0.00912333 0.00610218 0.00547264 0.00847592 0.0116959 0.00829056 0.0048436 0.0102883
threshold=-0.15076499999999998 -0.16080999999999998 0.4381000000000001 0.43162500000000009 0.41214500000000009 0.10721500000000002 0.10040500000000002 43.218894539100006 44.262924377150007 0.097450000000000023 38.804080188450008 -0.54526999999999992 62.020040611300011 41.066313126200008 47.709122305950011 77.693751511800016 94.354126546200021 97.521130223850008 100.27142289135001 -0.60611000000000004 36.893814626400008 35.171584490050009 90.533827542850005 -0.18231499999999998 -0.25095999999999996 -0.23375499999999999 -0.23921499999999998 48.86568841230001 0.095170000000000018 -0.25236500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -3 -9 10 20 13 15 -12 18 24 -14 23 -15 -20 21 -1 -23 -18 -13 -26 -27 -28 29 -19
right_child=-2 7 -4 -5 -6 -7 -8 8 -10 -11 11 12 16 14 -16 -17 17 28 19 -21 -22 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.10023328497264604 0.00013314676930187123 -0.10212878861339443 -0.1021556369175988 0.10049827533424945 -0.10119599409238374 0.063818414232430565 -0.098712883426665926 0.10049961719486381 -0.1002680864138184 0.04952020662312636 -0.00015249704332956213 -0.018417515272088718 0.076506114681870144 -0.095691819375289353 0.029950785445906871 -0.10038054324116635 -0.10064658283609942 -0.10061051859867616 0.097929494411278017 -0.10038566196733688 -0.10058962177290749 0.098166969706913687 -0.053220748397509725 -0.002873942027673956 0.085209444981290849 0.10023993977000811 0.044957652471357079 -0.1005093120384726 0.1000692233007261 0.076678413830294556
leaf_weight=0.0096432230013452358 52.443323262232134 0.059624309855582314 0.031902529457511153 0.04400852508842934 0.039841054062890069 0.10136702200679781 0.05254787590683907 0.014958621002733707 0.0093421857225783889 0.071133689591363125 0.61621337146124155 0.050841933592848554 0.095509237121781609 0.060450068009291869 0.024214704856831304 0.021230630874811141 0.013954920808032512 0.0048488985939911808 0.0075071404710627121 0.0075821710755263894 0.035826679518685012 0.0070025649188778507 0.0092251065995263559 0.011765022296458483 0.016841623598792543 0.0072211143560699234 0.0059350970395858895 0.011527563399795326 0.014610407300096995 0.010073141055798374
leaf_count=126 2828 66 9 3 11 42 29 1 181 27 67 46 65 74 11 39 45 8 9 35 60 25 37 3 35 1 65 20 5 61
internal_value=-6.34177e-06 -0.00499372 -0.00130298 0.00107869 -0.00226913 0.000841466 -0.00463486 -0.0658056 0.0233166 -0.000193801 -0.00358752 0.00064838 0.0219962 -0.00723394 -0.0509783 -0.015849 0.0505122 0.00557926 -0.0769208 -0.00172114 -0.0708927 -0.0297678 0.0121061 -0.0559226 0.00358057 0.0305141 -0.00680428 -0.0510689 0.0591415 0.0190686
internal_weight=53.9101 1.46675 1.38283 1.35092 1.30691 1.26707 1.16571 0.0839251 0.0243008 1.11316 1.04202 0.980327 0.26436 0.715967 0.0997541 0.113598 0.150762 0.0552524 0.0755394 0.0150893 0.0616976 0.0258709 0.0162277 0.0257199 0.0923673 0.0415254 0.0246838 0.0174627 0.0295324 0.014922
internal_count=4034 1206 958 949 946 935 893 248 182 864 837 589 393 196 129 206 187 122 118 44 248 188 62 48 167 121 86 85 74 69
is_linear=0
shrinkage=0.1


Tree=426
num_leaves=31
num_cat=0
split_feature=2 2 3 3 3 3 3 4 4 3 4 1 1 1 3 1 1 4 0 4 4 4 0 4 4 4 1 2 2 0
split_gain=0.00322457 0.0298889 0.0299755 0.0406596 0.0363565 0.0369918 0.0438657 0.0245189 0.0209653 0.0156357 0.026596 0.0154873 0.0349466 0.0269623 0.0262646 0.0321371 0.037525 0.0196387 0.0149769 0.00721504 0.0070926 0.00696567 0.0080493 0.00518203 0.0265413 0.00497842 0.00362975 0.018269 0.0675959 0.0255817
threshold=-0.15076499999999998 -0.16080999999999998 0.4381000000000001 0.43162500000000009 0.41214500000000009 0.10721500000000002 0.10040500000000002 43.218894539100006 44.262924377150007 0.097450000000000023 38.804080188450008 75.408562100950022 78.285212300550015 62.084563606450011 0.09117500000000002 64.184249406300026 72.01572794030001 47.927946529500012 102.21786657775002 40.00488309970001 36.893814626400008 35.171584490050009 90.533827542850005 41.218101594450012 48.226196960950006 48.96897326980001 75.499969677400017 -0.08786999999999999 -0.088224999999999984 97.521130223850008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -3 -9 10 20 13 -13 23 15 -15 17 19 -14 -17 21 -1 -23 -12 -25 -26 -2 28 29 -28
right_child=26 7 -4 -5 -6 -7 -8 8 -10 -11 11 12 18 14 -16 16 -18 -19 -20 -21 -22 22 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.10021108161122859 -0.00017551131577150426 -0.10192421844349844 -0.10194708286311885 0.10045063325796839 -0.10108146404357177 0.05986865712873695 -0.098019165151784174 0.10045184990367756 -0.10024251976934846 0.045696361481070612 -0.0014726552549208288 -0.074818282760941143 0.097336067415325467 0.10021122036042616 0.077310068048900366 -0.02233146544318566 0.085303566056725219 0.022803606420632144 -0.10008999683357134 -0.10120643467352769 -0.10053332743380915 0.09773580880494781 -0.049284536105730581 -0.10223277292914507 0.029305423116409563 -0.018178868774796918 0.063781488747446838 6.7606095304560931e-05 0.10111962956501563 0.0014100233160020898
leaf_weight=0.0087273838075174748 46.570500871606633 0.054053077079424638 0.028922648689331143 0.039838485419750103 0.036088443985135998 0.097460860228238633 0.047867277517496976 0.013541229069232941 0.0084552056749189752 0.069469207170811731 0.51245681848536151 0.069155737611595214 0.021150675573153421 0.029811299464199692 0.087279677121841814 0.015724669035989791 0.02751729871543418 0.026558793601907382 0.0046955229138019297 0.044185378964819222 0.032434549323404838 0.0063627763042575234 0.0089792057321922414 0.03221670201289939 0.040973307477543131 0.047882393351756036 0.072005423930875168 4.9553869538759088 0.083678571041673755 0.75808897397616315
leaf_count=126 1877 66 9 3 11 42 29 1 181 27 77 29 6 11 26 5 39 14 133 111 60 25 37 86 19 33 16 732 4 199
internal_value=-7.12669e-06 -0.00472318 -0.00125141 0.000977167 -0.0021506 0.000749908 -0.00433348 -0.0657026 0.023307 -0.000202538 -0.00334054 0.000585278 -0.0377399 0.00479641 0.0340362 0.00777056 -0.0164059 -0.0487732 0.0614693 -0.080504 -0.0700128 -0.0288851 0.0116892 -0.00586868 -0.0244755 0.00371718 0.000119841 0.0024634 0.0154558 0.00682035
internal_weight=53.8515 1.41181 1.33576 1.30684 1.267 1.23091 1.13345 0.0760495 0.0219964 1.08558 1.01611 0.959608 0.0950019 0.864606 0.231077 0.143797 0.113986 0.0864688 0.0258462 0.05991 0.0565039 0.0240694 0.015342 0.633529 0.121072 0.0888557 52.4397 5.86916 0.913773 0.830094
internal_count=4034 1206 958 949 946 935 893 248 182 864 837 589 168 421 206 180 169 130 139 116 248 188 62 215 138 52 2828 951 219 215
is_linear=0
shrinkage=0.1


Tree=427
num_leaves=31
num_cat=0
split_feature=2 3 2 0 3 1 1 1 0 1 1 3 0 0 2 4 1 1 3 2 3 4 2 0 4 3 2 3 2 1
split_gain=0.00309846 0.0226364 0.0370425 0.0488788 0.0663948 0.0409735 0.0370329 0.0213924 0.0181064 0.0605368 0.0175255 0.0297901 0.0174547 0.0283278 0.0175393 0.0601369 0.0969427 0.0708117 0.0356648 0.0323657 0.0711503 0.0898245 0.0172906 0.0318418 0.0157064 0.0150015 0.0149121 0.0133281 0.107472 0.0128963
threshold=-0.037054999999999998 -0.092630000000000004 0.049235000000000008 93.399723909900004 -0.144095 70.077349628250019 68.20618276945001 66.590419433100024 85.861287312150012 61.87486387225001 62.030794443850006 0.10469000000000002 86.054856297550018 86.329079026800017 -0.018034999999999999 41.436838994450007 61.998532946250002 70.897329358050015 0.12201500000000003 0.04932000000000001 0.089675000000000019 36.957836847500012 0.066710000000000019 96.741477366050006 39.011793722550003 -0.24800999999999998 -0.039434999999999998 0.083155000000000021 0.086310000000000026 72.378669787950017
decision_type=2 2 2 2 2 2 2 2 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 25 6 7 -4 9 -3 -11 -12 -10 -14 15 16 -15 -18 19 20 21 -16 29 24 -24 -2 -1 -26 -29 -21
right_child=1 8 5 -5 -6 -7 -8 -9 12 10 11 -13 13 14 18 -17 17 -19 -20 22 -22 -23 23 -25 27 -27 -28 28 -30 -31
leaf_value=-0.0002394918978349914 -3.3015287408120064e-05 -0.0015045940934651906 0.053574434122759834 0.098882430807606891 -0.10136592873629141 -0.10106945325143053 0.1003732468070502 -0.10408993312510167 0.012719813993236895 -0.10190768647836362 -0.10055719680458644 0.069765260560391271 -0.035572158142435528 -0.0006628022562902851 0.030149727251654886 -0.00064750961894803399 0.10152091115636011 0.019406105547852052 0.021186144046824937 0.014506288622530762 -0.0046581539227249979 -0.086096609328421767 0.0097045175054995877 0.0018290154797996052 -0.0096261070929572184 0.098698015369825656 -0.014891404157635017 -0.00360665973091665 -0.092377974182942538 -0.00052668779548918577
leaf_weight=36.15330022113541 0.023963674117144507 0.61056202763089551 0.013871582393591098 0.10805744897868408 0.038544097618516626 0.039675792588022674 0.0343584866495803 0.022670255582852405 1.2374187457899086 0.088284450009723514 0.022568697771667701 0.018842572398853008 0.21627060932223585 0.50739178317599121 0.089857453226607542 2.7058655954197093 0.23071335215354338 0.19275857668554863 0.67113109485421851 1.18797706020996 1.2724514764204995 0.25541019453032021 0.24732963767019089 4.3248486692112138 0.94231138513362089 0.043012780295100583 0.70823452926697328 0.49721104314085096 0.18792564381941013 1.0981706169917442
leaf_count=2805 31 78 51 20 30 102 5 2 19 23 32 11 28 4 6 78 26 22 34 15 74 105 32 203 20 26 14 4 89 45
internal_value=-6.66121e-06 0.00111325 0.0272848 0.0516084 0.00319773 -0.0196961 0.0258404 -0.0442392 0.000602351 -0.0146846 -0.0767315 -0.0230587 0.00131564 0.000350904 0.00089 0.00689481 0.0288191 0.0641434 -0.00113679 -0.0026196 -0.0155825 -0.055843 -0.000148375 -0.0028895 -0.0137745 0.0633728 -0.000521005 -0.0173426 -0.0279557 0.00728507
internal_weight=53.791 16.9295 0.324154 0.213578 0.105521 0.110576 0.0709003 0.0365418 16.6053 0.740258 0.129696 0.0414113 15.865 14.6276 14.4114 3.63673 0.930864 0.423472 10.7746 10.1035 1.61772 0.345268 8.48577 6.19963 1.87478 0.0669765 36.8615 1.62745 0.685137 2.28615
internal_count=4034 1215 267 107 87 160 58 53 948 144 66 43 804 785 757 130 52 48 627 593 185 111 408 348 145 57 2819 113 93 60
is_linear=0
shrinkage=0.1


Tree=428
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 1 0 2 1 4 4 3 3 0 3 2 2 2 3 3 0 1 0 4 3 0 1 2 4 4
split_gain=0.00289578 0.0299314 0.0126647 0.0466358 0.0768111 0.0227318 0.0716029 0.0964528 0.0619125 0.131823 0.057871 0.0670112 0.021538 0.0188248 0.0910852 0.0867569 0.0432857 0.167219 0.0397283 0.0212833 0.0188133 0.0751866 0.0422456 0.12639 0.01948 0.0937243 0.0189383 0.018374 0.0196886 0.0168583
threshold=87.350693116400024 87.638358136350021 64.665483411650015 62.55235532115001 89.168090812600013 66.351146659450009 90.767723400200012 -0.11963999999999998 67.649671936450019 39.861052345600008 35.509685375550013 0.09062000000000002 0.087245000000000031 93.953546284800012 0.10371000000000001 -1.0000000180025095e-35 -0.061874999999999999 -0.10051499999999999 -0.067029999999999992 0.085035000000000013 94.625660817400004 70.123053416500014 94.985914206850012 41.919251152600005 -0.09053499999999999 96.959242474650011 81.788273244500019 -0.059424999999999999 41.605323437500005 42.310579034350006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 7 -7 9 -8 -4 -12 -6 14 15 16 17 19 -17 -10 21 -15 23 -22 25 -24 -27 -9 -29 -23
right_child=1 2 5 4 12 6 8 27 13 -11 11 -13 -14 20 -16 18 -18 -19 -20 -21 22 29 24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00073959090112593444 0.035085904296876962 0.00014843127801181829 0.0056509317013893551 0.0067863450281835727 0.10026345345910977 -0.026615131165626901 0.031003588439464675 0.09898192269806344 0.030462229605589655 -0.094233795799500059 -0.083223454492907759 -0.0099505986478483372 0.044254386324755257 -0.0025377046993509517 -0.059619584197349397 0.028210652305980185 0.082790439767213397 -0.085812147940623681 -0.06058616945419168 0.094506478357622797 0.074524193262493515 -0.10198580449284744 0.06060153831855658 -0.10257283437306659 -0.00026277082979042887 -0.1115467921329678 0.035782439904573908 0.013583862340524239 0.086457415247239919 -0.0017458655406329693
leaf_weight=26.878087143192651 0.25119898010281971 3.9358324960339841 0.65430920396466052 0.69276628113584582 0.12289384813630022 0.14426118930941811 0.1429861351362004 0.14279978279955685 0.079935969601137913 0.20389734257446435 0.20681235601659864 0.31479646521620452 0.15557182533666492 0.69433711565943923 0.14118742564733111 0.082019761766559895 0.22338197545468574 0.095139855635352433 0.13063639904430857 0.14789035201920342 0.20786960000259824 0.10695781869179655 0.062000462698535486 0.049989875506181392 17.548601949243196 0.087282379226024887 0.0096939660287970741 0.076848006154253024 0.071633250095999301 0.01989914685825056
leaf_count=1414 32 56 21 29 37 18 15 12 34 50 33 29 14 24 16 14 22 13 40 21 42 63 20 90 1559 88 117 11 30 70
internal_value=-6.14759e-06 0.000729339 0.000404306 0.00499118 0.024616 -0.000635561 0.000141177 0.0402537 -0.000730888 -0.0426107 -0.0141563 -0.0390025 0.0689726 7.0368e-06 0.0141335 0.0278528 0.0489456 0.0255366 -0.026338 0.0720357 -0.000669857 -0.0154713 6.71167e-06 0.0401913 -0.00057846 -0.0354257 -0.0968194 0.0733715 0.048741 -0.0862619
internal_weight=53.6815 26.8034 26.5522 4.90706 0.971232 21.6452 20.4692 0.435542 20.0337 0.346883 1.17592 0.521609 0.278466 19.6868 0.900192 0.759004 0.546348 0.322966 0.212656 0.227826 18.7866 0.821194 17.9654 0.257859 17.7076 0.158977 0.0969763 0.291281 0.148481 0.126857
internal_count=4034 2620 2588 136 80 2452 2369 71 2298 65 83 62 51 2233 160 144 90 68 54 55 2073 157 1916 132 1784 225 205 53 41 133
is_linear=0
shrinkage=0.1


Tree=429
num_leaves=31
num_cat=0
split_feature=3 3 4 3 0 0 1 3 1 3 1 2 0 3 0 1 4 3 2 0 0 1 4 3 3 3 3 3 4 2
split_gain=0.00293846 0.0787588 0.0340982 0.0235093 0.0138666 0.028468 0.00916436 0.0633661 0.0175577 0.00854987 0.0618233 0.0238817 0.0295793 0.00850806 0.00804109 0.0680216 0.0393474 0.0828189 0.0511266 0.0273043 0.0243135 0.0127575 0.0110625 0.0109598 0.00767006 0.00669505 0.00668728 0.00841317 0.00884656 0.00946119
threshold=0.078905000000000017 0.077080000000000023 39.749124837650008 0.079220000000000027 96.959242474650011 102.21786657775002 75.077881750900005 -0.09053499999999999 81.788273244500019 0.079605000000000023 72.752365468100024 -0.032369999999999996 92.805574663100018 -0.10565499999999999 86.329079026800017 62.057679025150001 39.749124837650008 -0.24663499999999999 -0.092710000000000001 85.121961326250016 85.705356740550016 62.052302108850007 39.458743938000005 -0.14860999999999999 1.0000000180025095e-35 -0.25095999999999996 0.076615000000000016 -0.067029999999999992 40.00488309970001 -0.053159999999999992
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -6 14 8 -8 10 11 12 -5 -10 15 16 19 25 20 22 23 -16 -1 -19 -25 -18 27 28 29 -23
right_child=3 2 4 9 5 -7 7 -9 13 -11 -12 -13 -14 -15 21 -17 17 18 -20 -21 -22 26 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.074921509421239166 -0.020479216916456086 -0.058521284538754326 0.099623512053775065 0.071168663551373176 -0.10044891649557371 0.097687350149674404 -0.11169364257537349 0.00056817696414412596 -0.1001525905295505 -0.00022518699384478031 -0.0050722157703432759 0.099499470334007328 -0.10113885559844304 0.099530081957371494 0.01682574256562348 -0.099452852403892761 -0.001594794605459465 0.032856528607317741 -0.098189601656851005 0.10057670614320749 0.10068703044950747 -0.0010795769856135307 0.10007818333758774 -0.10085501190513696 0.042011687370139966 0.013475174594650668 0.011801718419502298 -0.010205130203010926 -0.0013543526599156994 0.016326590887586805
leaf_weight=0.015377193907964215 0.57107994283503316 0.018746601209306823 0.1216926449804987 0.027939649487962015 0.011462338035016728 0.019739518831496827 0.070422276831010322 0.57531495269880883 0.0032090961754430714 44.250943001022137 0.48912788217954084 0.09330972906900914 0.015484109153476311 0.0063679094580493256 0.60080921676126298 0.072802131360064304 0.61453947018195443 0.015515614916693066 0.13689382359023783 0.061012053512968123 0.020493339747190475 0.55056243012683126 0.0047213346697390071 0.02020515060632877 0.0046164031373336903 0.56661019753664621 0.55418412932908712 0.66755487383507306 2.646497333247595 0.72151981995921211
leaf_count=128 83 26 45 56 16 108 75 162 111 2533 32 24 7 6 15 50 114 13 84 6 1 25 2 106 2 7 10 43 109 35
internal_value=-4.85397e-06 0.00174974 0.0687673 -0.000317602 0.0843743 0.0248999 0.000299033 -0.0110274 -0.0944174 -6.10348e-05 0.0115452 0.0709896 0.00972699 0.0326197 0.00131945 -0.00511529 -0.000411153 -0.00439278 -0.0642925 0.0672762 0.01199 0.00303742 -0.0338124 -0.0330727 -0.0742841 0.00563443 0.00142581 0.000171999 0.00193981 0.00879313
internal_weight=53.5488 8.10087 0.171641 45.4479 0.152895 0.0312019 7.92923 0.655314 0.0799993 44.8768 0.625861 0.136733 0.0434238 0.00957701 7.27391 1.53279 1.45998 1.37887 0.197724 0.0811106 0.0608305 5.74113 0.0200985 0.0403372 0.0248216 1.18115 5.14032 4.58613 3.91858 1.27208
internal_count=4034 1299 195 2735 169 124 1104 354 192 2652 119 87 63 117 750 513 463 327 206 136 122 237 130 121 108 121 222 212 169 60
is_linear=0
shrinkage=0.1


Tree=430
num_leaves=31
num_cat=0
split_feature=0 1 1 3 4 1 3 3 4 2 2 0 4 1 2 4 4 1 1 3 3 1 1 3 1 1 0 2 2 0
split_gain=0.00291491 0.0412801 0.0362621 0.0341018 0.011459 0.00978965 0.0212817 0.0126621 0.0111014 0.0107952 0.0103801 0.00802192 0.0358456 0.0422646 0.0663364 0.0115799 0.0553785 0.0492604 0.0112308 0.0495127 0.0426781 0.0498733 0.00732649 0.00595554 0.00559807 0.00479628 0.0543405 0.0541184 0.0249654 0.0183053
threshold=101.55650587770002 78.728807892050014 79.836452641800022 0.089920000000000014 41.092444989200011 81.479100559500012 0.089920000000000014 0.086230000000000015 38.969453495950006 -0.43644499999999997 0.061925000000000015 97.878695155250014 41.178189531300006 76.279622535200005 -0.091919999999999988 40.844669808050007 39.184300550350009 80.677940036650014 75.499969677400017 0.092835000000000015 0.085235000000000019 77.946466576100008 78.285212300550015 0.11278000000000003 74.257902021100008 71.015621515800021 94.625660817400004 -0.079634999999999997 -0.14138499999999998 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=11 3 4 -2 -3 10 7 8 -7 -8 -4 18 15 24 -15 16 22 -18 25 20 21 -20 23 -13 -14 26 29 28 -28 -1
right_child=1 2 5 -5 -6 6 9 -9 -10 -11 -12 12 13 14 -16 -17 17 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00037352253477119233 0.08235672237196523 -0.022870004434180226 0.014136320765829925 -0.0071021897749137782 -0.10198809077274058 0.058966152012171792 0.029309163305590344 0.077223655015419126 -0.10013920260386966 -0.10076764136684853 -0.00054012871601644488 -0.012545648576212898 -0.050884513324674599 0.060050709005368186 -0.074540726085132694 0.0057288798647853779 -0.088211555906552774 0.0041192067307343014 -0.10061791238781521 -0.0030558211632128202 0.080140293030135798 0.097723588041885023 0.0087398045137717807 0.0022707268596897472 -0.1023658698477604 -0.0019439926894877964 0.038646284448209729 0.06184768776740688 -0.038420562059237731 -0.016174925929861621
leaf_weight=34.847147232459882 0.11468321633521084 0.031702713473351074 0.63430069088882923 0.067805769760525436 0.043320344710082281 0.0072374984695974245 0.0076969746653645634 0.020248919644249241 0.011128235765677008 0.037292126421896832 2.0057286762839794 0.54479619348086294 0.028854215412138617 0.074563450880759774 0.071962237357752201 1.2041215177305273 0.14556938183068258 0.095818998579488834 0.032603511512489969 0.58008283961135021 0.15575978657966516 0.020743836423690709 0.58192631045892529 0.54038964309802395 0.078823143442832588 10.356871264530765 0.068502271531997394 0.28238501894884294 0.1087894506927114 0.68151362986526365
leaf_count=1903 48 19 84 29 27 145 28 153 420 163 20 55 41 25 27 19 49 27 44 18 24 50 28 19 35 381 16 23 34 80
internal_value=-3.69784e-06 0.00303485 3.00032e-05 0.0491173 -0.0685549 0.00191919 -0.0317708 0.022688 -0.0374396 -0.0785134 0.00298608 -0.000183067 -0.00489878 -0.0410049 -0.00605033 -0.00195005 -0.00679488 -0.0515609 0.000153778 0.0119828 0.0537012 -0.0234939 -0.00031301 -0.00516754 -0.0885705 -4.76522e-05 0.000498084 0.0346602 -0.00864335 5.60889e-05
internal_weight=53.4824 2.98115 2.79866 0.182489 0.0750231 2.72363 0.0836038 0.0386147 0.0183657 0.0449891 2.64003 50.5012 3.36683 0.254203 0.146526 3.11262 1.9085 0.241388 47.1344 0.78919 0.209107 0.0533473 1.66711 1.08519 0.107677 46.3452 35.9883 0.459677 0.177292 35.5287
internal_count=4034 1136 1059 77 46 1013 909 718 565 191 104 2898 325 128 52 197 178 76 2573 136 118 94 102 74 76 2437 2056 73 50 1983
is_linear=0
shrinkage=0.1


Tree=431
num_leaves=31
num_cat=0
split_feature=2 2 2 0 4 2 3 1 4 1 1 3 2 0 4 0 4 0 2 0 2 2 2 4 2 4 3 1 3 3
split_gain=0.00300262 0.0562255 0.0259916 0.104043 0.0162389 0.220689 0.0557668 0.0865636 0.0361036 0.0124484 0.0285051 0.0407953 0.041081 0.0272975 0.0126066 0.0159533 0.0237688 0.0221834 0.0187796 0.0119857 0.0790239 0.0223697 0.043896 0.0181043 0.109376 0.0735252 0.0773067 0.0340541 0.0487418 0.0158979
threshold=-0.06483499999999999 -0.059754999999999996 -0.072524999999999992 87.170566421650008 40.563919884450009 -0.044409999999999998 0.049900000000000007 62.046925192600007 41.806790701050012 71.397382570300024 69.563854125350005 0.082935000000000023 -0.016334999999999999 96.682331287150021 37.903039192800001 86.20003303655001 40.340071172300007 86.256490657300006 -0.013805 86.256490657300006 -0.075639999999999999 -0.076484999999999984 -0.078504999999999991 41.481306584950012 -0.086719999999999992 42.233786329550007 0.087555000000000022 61.923256118600001 1.0000000180025095e-35 -0.144095
decision_type=2 2 2 2 2 2 2 2 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 19 -4 9 -6 7 8 -7 10 14 -12 -13 -11 -3 16 -16 -17 -19 23 21 22 -21 -1 27 -26 -27 28 29 -25
right_child=1 4 3 -5 5 6 -8 -9 -10 13 11 12 -14 -15 15 17 -18 18 -20 20 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-4.8598989802503778e-05 0.043260128927128147 -0.0036737274139515097 -0.077815040224527898 6.2383980111027171e-05 -0.082130272429009527 0.095028213274055889 0.00094477789057839743 -0.10419873330032939 -0.10199483429068257 -0.021714271635850605 0.0068085250194838583 0.085303007270808903 0.014552313504044154 0.001685562878697199 0.036423839014517213 -0.014088755913597224 0.0038875046156936692 0.021428342845780952 0.0010152713704552634 -0.00093923870806017582 -0.05689061783662698 0.017604740112025286 -0.046353354096389771 0.004002293484596753 0.08500800303728151 -0.10151097691170015 0.048453033550172601 -0.0024556839027121014 0.079241307982458542 -0.10078199081060124
leaf_weight=7.083305674525004 0.30843358652703301 1.8480237345764878 0.21688322770069024 0.82070389522871068 0.33734437627663538 0.04063209185448613 10.48944220268274 0.11813013088626079 0.012061638717298706 0.55284878271049809 0.62653373795910727 0.16600284969899803 0.16231514354876708 5.0746076689723836 0.39398728938249439 0.61435194779187474 0.5220197319736144 0.66286044931621368 1.4079517494246823 17.90957742928822 0.2548811066641069 0.63578253358718839 0.21539474101498868 0.072221176628863404 0.28773695416748513 0.050811522569347289 0.1062663825287018 2.279296189651177 0.1260280607139066 0.018110081754003526
leaf_count=338 38 77 19 62 40 31 546 75 80 24 17 22 28 302 37 7 9 23 65 1688 33 11 40 63 25 40 19 190 32 53
internal_value=-3.81851e-06 0.00084734 -0.000664255 -0.0162161 0.000279297 -0.00249818 2.17774e-05 -0.0566551 0.0499295 0.0028181 0.00583336 0.0217713 0.050325 -0.000613268 0.00304059 0.00648619 0.0178818 0.00259872 0.00754943 -0.000108584 -0.0015836 -0.000832208 -0.00147893 0.0026896 0.00928567 0.0549688 -5.72881e-05 0.0011433 0.0390578 -0.0170054
internal_weight=53.4145 23.3375 30.077 1.03759 23.0291 10.9976 10.6603 0.170824 0.0526937 12.0315 6.40405 0.954852 0.328318 5.62746 5.44919 3.60117 0.916007 2.68516 2.07081 29.0394 19.0156 18.7608 18.125 10.0238 2.94047 0.444815 0.157078 2.49566 0.216359 0.0903313
internal_count=4034 1421 2613 81 1383 772 732 186 111 611 285 67 50 326 218 141 46 95 88 2532 1772 1739 1728 760 422 84 59 338 148 116
is_linear=0
shrinkage=0.1


Tree=432
num_leaves=31
num_cat=0
split_feature=2 2 4 4 4 4 4 3 4 3 1 2 2 0 4 3 0 4 3 4 1 3 1 1 4 0 1 3 3 1
split_gain=0.00254742 0.0267647 0.0197723 0.0179361 0.0153687 0.0434436 0.0260225 0.0286744 0.0213193 0.0233478 0.0214694 0.0209566 0.0135915 0.0293086 0.0128289 0.0120917 0.0145449 0.0121064 0.0108706 0.0129632 0.00905911 0.0172495 0.00857619 0.023441 0.0273792 0.00825324 0.00754134 0.0107778 0.00715938 0.00805388
threshold=-0.15076499999999998 -0.16080999999999998 43.218894539100006 44.262924377150007 39.792680591700012 40.00488309970001 40.241071441700008 0.43162500000000009 35.782584506850007 0.084360000000000018 81.188747081400024 -0.58994000000000002 -0.23349 94.75470680765001 47.927946529500012 0.088075000000000028 86.89903215050002 48.96897326980001 0.097970000000000015 35.171584490050009 62.084563606450011 -0.23921499999999998 62.213609596700003 75.634392583900009 41.942745071500006 99.870842629900025 55.887667615750004 0.080135000000000026 0.083950000000000011 64.184249406300026
decision_type=2 2 2 2 2 2 2 2 2 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 8 -6 -7 12 11 28 -11 -1 15 20 -15 16 17 26 19 -13 21 -14 -17 24 -24 -25 -8 -28 29 -10
right_child=-2 2 3 -5 5 6 7 -9 9 10 -12 18 13 14 -16 22 -18 -19 -20 -21 -22 -23 23 25 -26 -27 27 -29 -30 -31
leaf_value=-0.073531206795928034 0.00010769072827095071 -0.10167581774559092 0.10037219207434307 -0.10021327669592268 0.098207795838829895 -0.077249913369497797 -0.082138056844558105 0.086642535859623046 0.053993656114440153 -0.10049236265119639 0.019208670819269129 -0.10020896002073423 0.10027783675727492 -0.10085259586259464 0.018255623533522804 -0.0073436125702473903 -0.10135517963709993 -0.064676155964675103 0.10014546843875405 0.099255698497938361 0.10014528078540973 -0.048789152075020256 0.09166533629401602 -0.073924176476574455 0.0035429161310593701 -0.0017223934737996697 0.061370724748876761 -0.050025902797337644 0.10017275709161873 -0.10022942365595303
leaf_weight=0.016117690411084018 51.951088271946915 0.046523284446782109 0.011171855032444 0.0074177966411137488 0.046112847127915191 0.042882495623416506 0.0069256814857854279 0.038750166771933436 0.0080075482938468667 0.073461692451473937 0.018823194483402972 0.0073336012193788713 0.016132744029164314 0.01801942297977277 0.018152640624486516 0.55349907494951367 0.026234094866651958 0.031136682608121191 0.025593802582989156 0.0058631434855591635 0.040945590706542134 0.014962140837269766 0.058129314589592695 0.028815330006182194 0.089606273013487225 0.035136380482327922 0.0311119145678731 0.01204891701854649 0.0098764658905565739 0.0058672196709821387
leaf_count=37 2828 66 1 181 9 12 49 6 34 61 43 98 2 42 23 30 138 32 9 9 23 70 15 11 31 31 38 59 2 44
internal_value=-3.53691e-06 -0.00430083 -0.0668425 0.0203329 -0.00111824 0.00318535 -0.000938703 0.00227079 -0.0290277 -0.0533207 -0.0760771 0.0223101 -0.00106244 0.0323655 -0.0410792 -0.00520769 -0.0366194 -0.0157105 0.0621327 -0.0115894 0.0692427 0.0285502 -0.00079646 0.0163224 0.0382163 -0.034255 0.0147293 0.0302729 0.0350989 -0.0112226
internal_weight=53.2957 1.34466 0.0651129 0.0185897 1.27955 1.1086 1.06249 1.01961 0.170944 0.116036 0.0922849 0.0549082 0.980856 0.108213 0.0361721 0.872644 0.107457 0.0812232 0.0387905 0.0131967 0.0720405 0.0310949 0.765186 0.211687 0.147736 0.0639517 0.0500865 0.0431608 0.0237512 0.0138748
internal_count=4034 1206 248 182 958 621 612 600 337 184 104 153 594 160 65 434 316 178 116 107 95 72 118 88 46 42 146 97 80 78
is_linear=0
shrinkage=0.1


Tree=433
num_leaves=31
num_cat=0
split_feature=0 1 0 2 1 4 4 0 4 1 1 4 2 1 4 4 3 2 3 3 1 0 1 4 4 3 1 2 3 0
split_gain=0.00254766 0.0265169 0.0118437 0.0457474 0.0967736 0.00866561 0.142303 0.0851947 0.0417182 0.0214944 0.0678664 0.0223092 0.0182794 0.0515932 0.0463769 0.0308517 0.0203275 0.015907 0.0325882 0.0251084 0.0122371 0.0502917 0.044739 0.114849 0.039076 0.0683976 0.0161316 0.0605643 0.0217069 0.0147837
threshold=87.350693116400024 62.116825104000007 86.89903215050002 -0.093879999999999991 62.009286778800011 42.67709657435001 43.157831852650006 90.407470010750018 42.865207177650007 64.665483411650015 62.391047833300007 42.536568606950006 -0.084794999999999995 66.590419433100024 43.680097826700013 47.709122305950011 0.089505000000000015 -0.028049999999999999 0.43162500000000009 0.085235000000000019 66.351146659450009 90.767723400200012 67.649671936450019 39.861052345600008 35.509685375550013 0.09062000000000002 69.999384342500022 -0.011675 0.08895500000000002 96.682331287150021
decision_type=2 2 2 2 2 2 2 2 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 9 7 -7 -9 10 -3 -12 13 -8 -15 -16 -17 18 19 -14 24 -22 23 -23 -11 -26 27 28 -24 -28
right_child=1 5 3 4 -6 6 12 8 -10 20 11 -13 17 14 15 16 -18 -19 -20 -21 21 22 26 -25 25 -27 29 -29 -30 -31
leaf_value=-0.00026068068724160299 0.01849508836537931 -0.0056606737455304583 0.0072074575380219642 0.0080268004507314146 -0.082840612302680056 -0.10438301884667466 0.099964342388271565 -0.094208124090483056 0.042574642022106375 0.0054821108928904622 0.034922987128048831 0.0096789009633271288 -0.086500872305277754 0.057244457658381646 -0.097113159630805967 -0.050160534338414588 0.062823757473119732 0.0037729936306225426 -0.0034694872790280158 0.032089916664630735 0.036162201972090011 0.027994432920114217 0.068544017980157107 -0.094703686403647 -0.081048250804749367 -0.0029423148028367026 -0.0064275990930179831 -0.0045616600953321436 0.020425295544174889 0.00090038746694534762
leaf_weight=25.678081942011282 0.81100734046777034 1.5735905608162348 0.60581991693470627 0.25135320238768943 0.21960169239901006 0.21389657893450964 0.071294754467090216 0.031081882432715702 0.078899968839550638 0.64976213069167232 0.83860252774320521 0.600945133715868 0.090518712340561414 0.084536783871257626 0.052241675231893936 0.031716757794513439 0.031979713607142912 2.1211902271814349 0.48857519775629044 0.022239633656617741 0.38156856806381512 0.14106254685794084 0.18800240341806784 0.16613157743904594 0.1791530215414241 0.29963443439919502 3.500159149970103 0.76007716328604391 0.1869990064878948 12.897637078948073
leaf_count=1346 36 18 21 20 27 15 15 25 52 21 62 5 30 33 231 235 13 157 2 72 38 15 16 38 28 27 291 36 24 1085
internal_value=-3.22214e-06 0.0006919 -0.000691528 -0.010966 -0.0343438 0.000129685 -0.00463911 -0.0676062 0.00391857 0.000837257 0.00869373 0.0243847 0.00217175 0.0269014 0.000918142 -0.0401524 0.00656483 -0.000296838 -0.0146531 -0.0631109 -0.000386123 0.000239717 -0.000528603 -0.0383611 -0.010491 -0.032168 0.000134261 0.0116633 0.044549 -0.000663793
internal_weight=53.2474 26.4925 26.7549 1.07677 0.470955 25.6815 3.31817 0.323878 0.109982 22.3633 3.01314 1.43955 2.99429 0.27177 0.200475 0.115938 0.0636965 2.72252 0.601334 0.112758 19.3502 18.2216 17.8401 0.307194 1.12855 0.478787 17.5329 1.13508 0.375001 16.3978
internal_count=4034 2620 1414 68 47 2584 880 92 77 1704 85 67 788 527 512 479 248 261 104 102 1619 1543 1505 53 76 55 1452 76 40 1376
is_linear=0
shrinkage=0.1


Tree=434
num_leaves=31
num_cat=0
split_feature=2 2 4 3 2 2 2 2 0 3 0 0 2 4 0 2 4 2 2 4 2 4 2 1 3 1 3 1 4 1
split_gain=0.00286661 0.0453962 0.194391 0.0285957 0.0644413 0.0395789 0.0227222 0.0201572 0.0128688 0.138321 0.0636682 0.0231838 0.0154056 0.0317676 0.0115759 0.032636 0.0809776 0.0183692 0.0370448 0.014903 0.0924288 0.0692298 0.0601377 0.0293281 0.0426401 0.0141196 0.0141073 0.0124786 0.0224867 0.0540054
threshold=-0.06483499999999999 -0.058374999999999996 40.241071441700008 -0.24532499999999999 -0.033799999999999997 -0.016334999999999999 0.25988000000000006 -0.068964999999999985 85.963448721100022 0.10335500000000002 86.162394622750014 86.329079026800017 -0.013805 40.241071441700008 86.256490657300006 -0.075639999999999999 39.420767558750008 -0.076484999999999984 -0.078504999999999991 41.481306584950012 -0.086719999999999992 42.198888176300009 -0.08262499999999999 61.923256118600001 -1.0000000180025095e-35 61.998532946250002 -0.144095 61.993156030000002 43.631818398850008 66.590419433100024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 -3 -6 -7 14 9 12 -10 -12 13 -5 19 17 -17 18 27 -1 23 -22 -23 24 26 -25 -21 -16 -29 -30
right_child=1 3 -4 8 5 6 -8 -9 10 -11 11 -13 -14 -15 15 16 -18 -19 -20 20 21 22 -24 25 -26 -27 -28 28 29 -31
leaf_value=-0.00010157989124142856 -0.069489250517384402 -0.10369870881410999 0.073849881254869063 0.076708203538823377 0.094200866464142302 -0.081393666323318015 0.095785181268012637 -0.027160685783297351 0.045697855740822878 -0.083230904452230331 -0.016862278186100831 0.0012156019348679916 -0.0011269608601261643 -0.0095765073098381115 -0.0089922956035307471 -4.1556494207736244e-05 -0.061872458867716043 0.015930053388313794 -0.04307629205990493 0.0030477254726338477 0.082272979636869789 0.061762196392485362 -0.063704380988956033 -0.015888997167337167 0.076065671038595004 0.0023306690678169574 -0.10070818871216153 -0.00055157542031208744 0.09076436966613026 -0.0074346326588877847
leaf_weight=7.092309889971478 0.13361620522175854 0.082635513506829739 0.32411368128032336 0.079415573751248636 0.03910937152343763 0.034550153530065297 0.0091563453626477553 0.28415930627960406 0.31736895845824875 0.2135175711919145 0.73615913323010573 19.515054790996459 1.6550940886572814 0.092217125931355781 1.7476560186769408 0.66944198413772227 0.309851329026543 0.62843399049597692 0.21140997454563404 0.068013235998629185 0.26862697675824332 0.075141098561289255 0.077711824613288627 0.56551415867761567 0.11879918080921825 1.7160616125161139 0.016231895077794434 15.80597202318936 0.091312589836889502 0.14483710290323359
leaf_count=342 36 6 33 9 12 95 26 41 22 45 22 925 156 34 28 36 32 11 40 63 25 25 35 24 32 166 53 1146 16 498
internal_value=-6.14144e-06 0.000827101 0.0320077 0.000200416 -0.0412217 0.0211193 -0.0442754 -0.000653747 0.000503543 -0.00707159 0.00125494 0.000558446 0.00183031 0.030348 -0.000399344 -0.00181129 -0.019605 -0.000875932 -0.00146264 0.00236976 0.00840105 0.0517012 -0.00202616 0.0010558 0.0374753 -0.00218528 -0.0169434 -0.000968112 -9.39443e-05 0.0305362
internal_weight=53.1235 23.232 0.45773 22.7743 0.165451 0.0828159 0.0437065 29.8915 22.6088 2.04024 20.5686 20.2512 1.82673 0.171633 29.6073 19.6089 0.979293 18.6296 18.0012 9.99841 2.9061 0.42148 0.152853 2.48462 0.203044 2.28158 0.0842451 17.7898 16.0421 0.23615
internal_count=4034 1421 69 1352 139 133 121 2613 1213 244 969 947 199 43 2572 1807 68 1739 1728 765 423 85 60 338 148 190 116 1688 1660 514
is_linear=0
shrinkage=0.1


Tree=435
num_leaves=31
num_cat=0
split_feature=3 3 0 4 2 1 2 1 3 4 0 0 1 2 0 0 2 2 3 0 0 3 1 1 0 2 3 1 2 2
split_gain=0.00270514 0.0309171 0.0499412 0.0280777 0.0251491 0.0161228 0.10468 0.0404343 0.0421987 0.0331381 0.084336 0.0330475 0.0288875 0.0514432 0.0693375 0.0690739 0.0237632 0.0281228 0.0209174 0.0771894 0.0457223 0.0358875 0.0765069 0.0406251 0.050423 0.024572 0.0212832 0.0187653 0.0167001 0.02787
threshold=0.08833000000000002 0.08883000000000002 87.278104746850019 35.050303764500008 -0.11347 62.020040611300011 -0.044409999999999998 61.93400995115001 0.078905000000000017 41.035283712600005 86.565663342300013 85.683849075550015 62.095317438950012 -0.092990000000000003 85.925810307250018 87.638358136350021 -0.06828999999999999 -0.11963999999999998 0.08729000000000002 86.382848189450016 85.995710218650018 0.087795000000000026 64.02831883475001 75.499969677400017 94.047642319350018 -0.089094999999999994 0.084565000000000015 64.730006406800015 -0.117885 0.04932000000000001
decision_type=2 2 2 2 2 2 2 2 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 16 -8 11 -11 13 -7 -15 -16 17 -5 19 20 27 22 -20 24 -24 -23 -21 -14 -28 -30
right_child=1 -3 -4 5 -6 12 9 -9 -10 10 -12 -13 18 14 15 -17 -18 -19 21 26 -22 25 23 -25 -26 -27 28 -29 29 -31
leaf_value=-0.10039416300221141 -0.032408244553350563 6.121442147074501e-05 0.0067617904129379626 0.0068080048402861561 0.072153699465430293 0.015658875621081338 0.091293687015195024 0.0046481270984669951 -0.095975228562087997 0.046619452289653612 0.10069534081462655 -0.1028635403761184 -0.1002430063882473 0.010565212836320507 -0.047079925538091524 -0.00058470758033671918 0.10020077909875305 -0.093822512554366411 0.10146644343446076 0.0012240016707722446 0.10054822338608203 0.013356916897451099 0.017828712711699696 0.071863379912473588 -0.10224606883595105 -0.0099382556196627239 0.0029220044728972229 0.052466871301677501 -0.018726891218095405 0.0015250053885636414
leaf_weight=0.0093733139417861433 0.75631347628405154 28.452490222131587 0.57143181110679109 0.097889682386864463 0.085475761864187649 0.58388209136683178 0.17304748264996916 2.8666102245506693 0.082671194944623494 0.021860247566557689 0.072633204516023397 0.045724563708063215 0.018358676640986782 0.59082391302354409 0.8876564605743622 0.49921735050156713 0.018097045365721098 0.038770791410570382 0.12655704468488638 10.658826451995965 0.11637688940390944 1.2047677081716299 0.10056046703539323 0.062103390905008382 0.053620093392964918 0.72546218879534041 1.1528149462762298 0.01432592600090743 1.8503779981562485 1.0739004018931018
leaf_count=127 22 1422 90 171 79 20 31 143 25 130 6 6 89 17 48 10 3 13 3 1147 23 21 14 16 46 34 54 28 125 71
internal_value=-3.88738e-06 -0.000634823 -0.0155503 0.000804893 0.0551019 0.000582305 0.00692355 0.00136344 -0.0382944 0.0620167 0.025885 -0.0545134 -0.000516598 -0.0104223 -0.0181223 -0.0303436 -0.00748139 -0.021741 0.000962257 -0.000402175 0.0711974 0.00989711 0.0397113 0.00357576 -0.0239303 0.0046016 -0.00112644 -0.033309 -0.00727126 -0.0112897
internal_weight=53.012 29.7802 1.32775 23.2318 0.0948491 23.1369 3.4173 3.10404 0.237429 0.313265 0.140218 0.0675848 19.7196 2.56158 1.9777 1.38687 0.154758 0.13666 17.1581 14.885 0.149061 2.27307 0.342841 0.216284 0.154181 1.93023 14.7359 0.0326846 4.07709 2.92428
internal_count=4034 1534 112 2500 206 2294 528 355 212 173 142 136 1766 95 75 58 187 184 1671 1537 140 134 79 76 60 55 1397 117 250 196
is_linear=0
shrinkage=0.1


Tree=436
num_leaves=31
num_cat=0
split_feature=4 2 4 3 0 3 2 2 3 4 2 3 2 2 4 2 4 2 3 3 0 3 3 1 2 2 2 0 1 2
split_gain=0.00289673 0.0320669 0.0312718 0.0113828 0.00717383 0.00502995 0.00277235 0.039671 0.0714022 0.0525867 0.108205 0.024699 0.056865 0.0322603 0.0224395 0.0181053 0.149314 0.0169317 0.0106838 0.0400207 0.176626 0.0350218 0.0314409 0.128584 0.0266854 0.0461316 0.0213306 0.025664 0.0214311 0.0210505
threshold=33.96174662340001 0.15844000000000005 32.051492741500006 0.088555000000000023 92.501778894350011 0.088435000000000027 -0.06483499999999999 -0.054619999999999995 0.10608500000000003 41.147265497500008 -0.056724999999999998 -0.24532499999999999 -0.033799999999999997 -0.016334999999999999 36.010074051050005 -0.068964999999999985 41.385032804600009 -0.059424999999999999 0.087555000000000022 0.091645000000000018 95.620390325650007 0.086520000000000027 0.084360000000000018 70.776348742200014 -0.026144999999999998 0.0023400000000000005 -0.046635000000000003 85.877418060900013 61.93938686740001 0.066710000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -1 15 8 9 10 17 12 -9 -14 -15 -2 -17 -8 21 20 24 22 29 -24 -20 -26 -21 -28 -29 -13
right_child=6 -3 4 -5 -6 -7 7 11 -10 -11 -12 18 13 14 -16 16 -18 -19 19 26 -22 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=-0.1000531709696553 -0.00035840193770043618 -0.083674250181554555 0.081781643910442722 -0.10124298983125726 0.021801993148959139 0.098091605155451941 -0.047415218718071306 -0.10317052670733434 -0.042632497909045317 0.08550367178660967 0.093811627155990951 0.007201678901057035 0.093050696178959502 0.098436036090345735 -0.083239837480984458 -0.097871377892133793 0.048877550370503453 0.0034863876851420708 -0.1086173969141771 -0.01598593516431409 0.0028063785608660528 0.023529030852578365 -0.10294383383640278 0.0032704630226825558 -0.015239639647759332 -0.10140463789493313 -0.016482346770730509 0.020935681285179933 0.0019059654724709963 -0.002943502449163997
leaf_weight=0.0017338559861091998 29.429685405126374 0.046143956641259365 0.035533831261645332 0.024510368989684395 0.045441848817052488 0.00490671067382209 0.10592407309093232 0.073049824684858322 0.13089041413695668 0.17207275148530243 0.13279782072641211 4.725713740575042 0.033885180514289459 0.0088552419501891633 0.029272207070484058 0.14161550293209657 0.13584317998896722 0.17059554974548519 0.14431425998918712 0.72217312779230702 1.1926793025945697 0.75676596208032343 0.14534526208854082 0.528133581186502 0.13592665703481444 0.11445474398446009 0.71346417101525439 0.63461925822775711 8.7722222504572773 3.6057785570113179
leaf_count=103 2407 61 25 29 39 2 35 6 23 21 14 240 12 13 95 28 12 17 10 20 121 41 50 48 17 55 66 12 258 154
internal_value=-1.01726e-07 -0.0135085 0.0153671 -0.0697788 0.0481223 0.0463559 4.0424e-05 0.000863411 0.0240958 0.0391186 0.0196188 0.000122565 -0.0410064 0.0220531 -0.0410449 -0.000598108 -0.0260234 -0.0160121 0.000391418 -0.00155304 -0.0163828 0.00286734 0.00113096 -0.0196519 -0.0743681 -0.0546275 0.000618084 0.00180293 0.00318978 0.00281096
internal_weight=52.9143 0.158271 0.112127 0.0311509 0.0809757 0.00664057 52.7561 23.0489 0.712281 0.58139 0.409317 22.3367 0.145062 0.0720126 0.0381274 29.7071 0.277459 0.27652 22.1916 12.4299 1.58737 9.76174 9.00497 0.673479 0.394696 0.250381 10.8425 10.1203 9.40684 8.33149
internal_count=4034 259 198 134 64 105 3775 1328 110 87 66 1218 126 120 108 2447 40 52 1092 559 203 533 492 98 82 72 356 336 270 394
is_linear=0
shrinkage=0.1


Tree=437
num_leaves=31
num_cat=0
split_feature=1 1 4 2 2 4 4 0 3 0 3 2 0 1 1 4 3 3 3 2 2 3 2 2 2 4 4 1 1 2
split_gain=0.00326944 0.0278513 0.0136292 0.0118958 0.0146071 0.0119818 0.0158844 0.0118815 0.0122781 0.0112286 0.00525853 0.0118017 0.00404935 0.0034341 0.0120632 0.0205163 0.00876449 0.00733769 0.0400689 0.047593 0.0350667 0.024376 0.0164215 0.146211 0.0480177 0.0283108 0.158236 0.0235112 0.0380673 0.0224981
threshold=60.613977009100005 58.167480110400007 35.171584490050009 -0.23349 -0.013805 48.96897326980001 48.86568841230001 76.451683855550016 -0.23921499999999998 67.04476885710001 -0.23921499999999998 -0.30094499999999996 71.131225215400022 61.901748453550006 61.93400995115001 40.583589072600013 0.098105000000000026 0.094725000000000018 0.096315000000000026 0.0023400000000000005 -0.10423499999999999 0.09450500000000002 -0.037054999999999998 -0.054619999999999995 -0.06483499999999999 39.952536079750011 37.52517992975001 61.982402197500001 62.116825104000007 -0.094519999999999993
decision_type=2 2 2 2 2 2 2 2 2 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 7 6 10 8 -5 -6 -1 -12 -10 16 15 -15 -2 21 19 20 -19 -16 23 24 25 26 29 -24 -29 -20
right_child=13 2 -4 4 9 -7 -8 -9 12 -11 11 -13 -14 14 17 -17 -18 18 22 -21 -22 -23 27 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.10030256623773143 -0.00232073357451243 0.023734613196862431 -0.10079688638547415 0.080112601307633757 0.095333790192402443 -0.076124070929408996 0.10016179637048904 0.10018749834272621 -0.10037258887954288 -0.10032740572592683 -0.083276976428609775 0.079604949514701109 -0.0044296451926171343 0.0033105582412671498 0.00050799604592566088 -0.020565389981649331 0.0072187067465162187 -0.022901713028691054 0.0086796636814872995 -0.0058282857287401835 -0.095869397377491491 0.020315080349391827 -0.016995687159062182 -0.073152308836080537 0.038098878025294387 0.00029812141240060286 -0.10445509118003578 0.025146318585009465 0.001697285919674519 -0.031483896093128828
leaf_weight=0.0081353116912854517 1.7579320369634381 0.011109446822416658 0.042065909234722199 0.016084689316869571 0.0038999616080993551 0.025303241933215759 0.013468792196363211 0.031303021823987365 0.0067897426706622346 0.011829898629560631 0.0090544255799613893 0.0087443441178720605 0.012493620856275811 0.68739809398480278 33.149552372626019 0.755392320219471 2.130194399622269 0.13478856511085269 0.65499498436205883 0.4883314635978806 0.12879536854349183 0.63319671901388019 0.52494855673285101 0.29213083465695877 0.30222088079244702 5.0798246033205388 0.17511548150700662 0.81195469955855504 4.6984109001069463 0.17720292091798373
leaf_count=43 65 34 64 22 4 30 3 9 8 124 11 34 47 19 2671 41 46 32 67 8 24 13 8 27 37 206 77 37 179 44
internal_value=-2.84634e-06 -0.0127552 -0.0747796 0.00966503 0.0348642 -0.0224253 0.0120584 0.055315 0.0156 -0.0518164 -0.0336979 -0.00325484 -0.0382115 4.57264e-05 -0.000182633 -0.00919002 0.00290566 9.24016e-05 -0.00188119 -0.024312 -0.058556 0.000879244 -0.000554905 -0.00397022 -0.000807111 -0.00273876 -0.0180536 0.00322607 0.00515251 0.000127491
internal_weight=52.7827 0.200282 0.0531754 0.147107 0.0824009 0.0647061 0.0394029 0.0666711 0.0353681 0.0157299 0.0259341 0.0177988 0.0192834 52.5824 48.6943 1.44279 3.88813 47.2515 13.4687 0.751915 0.263584 33.7827 12.7168 6.68149 6.38936 6.08714 1.00731 6.03531 5.51037 0.832198
internal_count=4034 433 98 335 214 121 91 86 77 128 88 45 55 3601 3490 60 111 3430 746 64 56 2684 682 458 431 394 188 224 216 111
is_linear=0
shrinkage=0.1


Tree=438
num_leaves=31
num_cat=0
split_feature=1 0 1 2 1 0 0 0 3 4 2 3 4 2 2 0 3 1 3 2 2 4 3 3 4 2 3 3 1 3
split_gain=0.00274602 0.0271489 0.0135669 0.0165309 0.00553449 0.0433405 0.0317361 0.0604997 0.00940354 0.00885283 0.01733 0.0656667 0.0126414 0.0302774 0.050146 0.00814726 0.0257445 0.119139 0.0859375 0.00843805 0.0427024 0.0336128 0.0291199 0.0146465 0.0524179 0.00533825 0.00498338 0.0190848 0.0117588 0.0316547
threshold=81.320481529800006 100.69082235970002 83.740093847200015 0.20949500000000004 77.543197856500015 100.27142289135001 99.642323688800005 98.413698323200009 0.09180000000000002 40.80591513400001 0.059320000000000012 0.09117500000000002 42.558389508100007 0.26336000000000009 -0.016679999999999997 97.878695155250014 0.088655000000000025 73.037342029850024 0.12201500000000003 0.12427500000000002 0.17076500000000003 39.952536079750011 0.11278000000000003 0.08674500000000003 40.280372415600006 0.070580000000000018 0.11531000000000002 0.11148000000000002 61.966271448700006 0.41991500000000009
decision_type=2 2 2 2 2 2 2 2 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 10 11 -7 13 14 -11 19 -17 -18 -19 25 21 -21 23 24 -22 26 27 -1 -28 -30
right_child=1 2 3 -5 5 9 -8 -9 -10 12 -12 -13 -14 -15 -16 16 17 18 -20 20 22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=0.00022554305674402474 -0.10229309888208092 -0.0003836112822861676 -0.10038100457401783 0.052784526811148175 0.091775967819538326 0.042164721563281181 0.087783194056002739 -0.10202020025650259 0.01278773055610373 -0.0025792061118110991 -0.0012149218883190753 -0.10143709710856859 -0.0011325979842545821 7.1976201464296041e-05 0.083936291543461286 0.010495709480749151 0.0014771425158130707 -0.10185583916931817 0.026306569159039506 -0.0002275745963051783 0.0773433148021717 0.09272515449143498 0.039440120262837601 -0.012455350887667756 -0.054174933661136494 -0.0057066577048702494 0.0033262471616672079 0.017314435431688799 -0.018208779473079906 0.00065401059630219751
leaf_weight=36.779284068126195 0.027889621402406806 1.0888450524966478 0.027899280077009148 0.009427689639100123 0.042601993957190998 0.054653428633735124 0.1031004869928438 0.03300637923763361 0.023323195986449718 0.1308905722144118 0.57783119137034333 0.076300110777992813 1.5306372550087273 0.50128692563157529 0.1372436027741063 0.6082135485918333 1.0339203453913794 0.21916036426216567 0.068725870467460481 0.064300172554793589 0.075495189921639394 0.098492668587169874 0.16267399671960447 0.70368607766554447 0.050626547941639899 1.645262190739827 2.1946431663673129 0.66534391616124722 1.3526711186407854 2.5991524958494665
leaf_count=2089 19 202 689 63 57 30 17 16 2 33 33 48 67 3 20 107 15 79 21 22 33 32 22 65 22 72 36 29 60 31
internal_value=-5.26527e-06 -0.00482949 -0.00241581 -0.0616959 0.000102772 0.00412306 0.0489589 0.00849853 0.0638313 0.00111251 -0.00865881 -0.0415049 0.00412364 0.0145801 0.0417035 -0.000164368 -0.00653047 -0.0143649 -0.0712602 0.00010048 0.0085397 0.0560105 0.000753246 -0.00683086 0.0245506 -0.000115046 9.59984e-05 0.000529191 -0.00254304 -0.00580254
internal_weight=52.6866 1.15406 1.12617 0.037327 51.5325 3.21088 0.202032 0.0989316 0.0659252 3.00884 0.708785 0.130954 2.30006 0.769421 0.268134 48.3217 1.93002 1.32181 0.287886 46.3916 1.15527 0.162793 0.992482 0.829808 0.126122 45.2364 43.5911 37.4446 6.14647 3.95182
internal_count=4034 973 954 752 3061 326 92 75 59 234 111 78 123 56 53 2735 222 115 100 2513 196 54 142 120 55 2317 2245 2118 127 91
is_linear=0
shrinkage=0.1


Tree=439
num_leaves=31
num_cat=0
split_feature=1 1 4 2 2 0 3 4 4 0 3 2 4 0 0 2 2 4 2 2 2 2 3 3 1 1 4 1 4 2
split_gain=0.00303108 0.0249682 0.0125448 0.0103566 0.0131941 0.0112457 0.0106136 0.0102845 0.0143306 0.010227 0.00480997 0.0102869 0.00293446 0.0193989 0.0343782 0.025812 0.0948048 0.0211465 0.0201697 0.0397561 0.0696421 0.0279586 0.0227621 0.0183996 0.0251855 0.0221446 0.0174734 0.0126922 0.0125124 0.0108379
threshold=60.613977009100005 58.167480110400007 35.171584490050009 -0.23349 -0.013805 76.451683855550016 -0.23921499999999998 48.96897326980001 48.86568841230001 67.04476885710001 -0.23921499999999998 -0.30094499999999996 38.400997490450003 91.066142252700018 93.399723909900004 -0.053159999999999992 -0.101395 38.244973486750006 -0.076484999999999984 -0.091179999999999997 -0.10946499999999999 -0.14429 0.11660000000000002 0.097970000000000015 72.752365468100024 73.037342029850024 38.748048509250005 70.077349628250019 36.893814626400008 0.22598000000000004
decision_type=2 2 2 2 2 2 2 2 2 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 -5 8 10 -6 -1 -12 13 18 -15 16 17 23 19 20 21 22 -2 24 -16 -26 -14 -17 -20 -28
right_child=12 2 -4 4 9 -7 -8 -9 -10 -11 11 -13 26 14 15 27 -18 -19 28 -21 -22 -23 -24 -25 25 -27 29 -29 -30 -31
leaf_value=-0.10027379583793844 -0.072246464710096575 0.020735750026136587 -0.10071971612177173 0.077001867961475956 0.094377530701355003 0.10016959991919711 -0.03577888988771312 -0.072669911391906414 0.10014634613278435 -0.10029500881999925 -0.080524951084874785 0.076476786023142604 -0.015773596379620971 -0.042085388817423741 -0.087785914908553142 0.016762866108134617 -0.10104665761114467 0.04284365633658814 -0.0072185525488239546 0.090069876312635716 -0.029742558727070396 0.087369848843523168 0.074203689130060091 -0.0014850196508259055 0.097815369292357179 -0.068505067184843296 0.00018700216496277838 0.00071821560751791295 0.0095872798009769417 -0.012971407510240127
leaf_weight=0.0073647953794910839 0.023885293572084243 0.010927753642562266 0.038343808658282796 0.015108128378869878 0.0035837469076714932 0.028322570840828121 0.018638593824107375 0.023935827346576843 0.012186106760054827 0.01092593154065824 0.0084800441982224566 0.0082172172916443759 0.71322631716563378 0.20675306346515787 0.06078066397458276 0.62396107747918073 0.11296177015999842 0.090516769374517025 0.61609277623256931 0.084555823610571679 0.17697184731150628 0.11485217495101097 0.019099153607385233 0.50421373112533985 0.01745853312604595 0.014784318696707099 44.482785814165275 2.3496115226980336 1.577012672231376 0.63488207188453216
leaf_count=43 59 34 64 22 4 9 55 30 3 124 11 34 61 35 14 15 123 4 27 15 22 22 13 39 2 144 2644 202 38 122
internal_value=-5.09778e-06 -0.0127469 -0.0737826 0.00924234 0.0336379 0.0537069 0.0147121 -0.0217989 0.0117929 -0.0522128 -0.0329533 -0.00325974 4.01183e-05 0.00201262 -0.00238135 -0.000206391 -0.0161429 -0.00219769 0.00870843 0.0288021 0.0133289 0.0616221 -0.0071747 -0.00902412 -0.0498882 0.0215524 -0.000243658 0.00408495 0.00486614 1.84103e-06
internal_weight=52.6104 0.186035 0.0492716 0.136763 0.076579 0.0620693 0.0337467 0.060184 0.0362482 0.0145097 0.0240621 0.0166973 52.4244 6.59351 3.98104 3.77429 0.800716 0.687754 2.61247 0.419364 0.334808 0.157837 0.0429844 0.597237 0.0930235 0.0322429 45.8309 2.97357 2.19311 45.1177
internal_count=4034 433 98 335 214 86 77 121 91 128 88 45 3601 774 578 543 326 203 196 131 116 94 72 199 160 146 2827 217 65 2766
is_linear=0
shrinkage=0.1


Tree=440
num_leaves=31
num_cat=0
split_feature=3 2 2 2 2 3 0 3 1 1 0 0 4 4 0 3 3 0 3 4 1 4 4 0 2 2 0 4 4 0
split_gain=0.00312382 0.00845221 0.0832951 0.0149014 0.0227542 0.0130284 0.0225997 0.0342246 0.0282703 0.0474291 0.0123757 0.0518753 0.0106594 0.047426 0.0567228 0.0203416 0.00777758 0.00926347 0.0492384 0.0300911 0.0263874 0.0214149 0.0192492 0.0180175 0.0134749 0.0538884 0.0117712 0.0235668 0.193242 0.00919587
threshold=0.10249000000000003 -0.095204999999999998 -0.117885 -0.086139999999999994 -0.075639999999999999 0.10371000000000001 85.963448721100022 0.11002000000000002 62.068432857650002 65.687097501250022 97.991610396700011 87.170566421650008 39.952536079750011 36.893814626400008 90.533827542850005 0.12535000000000004 0.10184000000000003 85.705356740550016 0.093580000000000024 41.243661560350013 61.853356207250009 37.999598532650005 40.377444152000002 84.390700714750025 -0.073609999999999995 -0.016679999999999997 86.20003303655001 41.481306584950012 42.094663496250007 71.440397900400015
decision_type=2 2 2 2 2 2 2 2 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 -3 -5 -6 -7 8 -8 -10 11 -2 13 -9 -15 -14 17 18 19 20 21 23 -20 -1 -21 -26 27 -19 -29 -27
right_child=1 3 -4 4 5 6 7 12 9 -11 -12 -13 15 14 -16 -17 -18 26 22 24 -22 -23 -24 -25 25 29 -28 28 -30 -31
leaf_value=-0.065364310929931349 -0.044315943503897531 0.0056410025245735356 -0.082817837869680083 -0.020146663064231778 -0.0093840403129271076 -0.015949721858728089 0.0061909954135689581 -0.0065927837533608247 0.079677426127912718 0.0091624905161940672 -0.0068385352864245574 0.051119783360746178 -0.013544129134397466 0.088226990225991897 -0.0055730089992164968 0.0016985191879988759 0.011383788650186789 0.0016649289403156344 -0.019813842157891989 -0.00036322934607462096 -0.10266860147317243 -0.062149427428634579 -0.10167028005625656 0.10020279915869119 0.0955422363830742 0.068068069159740605 -9.8205943931394392e-05 0.097971262238230161 -0.0065834307420108429 -0.10047098044933669
leaf_weight=0.0093159299960582365 0.084731231091410564 2.8705460965407523 0.13608726803771887 0.68508494199036718 1.5804624258125803 0.72988922300856973 0.60369814769364882 0.55632225692625059 0.17325739254010841 0.21222359211846253 0.53180498050582159 0.17374870293087952 1.217422460048043 0.14044224587269127 0.11917644458353749 3.1174509704953408 0.6384602629494357 3.6733172787717185 0.047857389441105513 1.1924502991942505 0.053085949352424056 0.034900987243588588 0.071871702000180449 0.022321295458823442 0.057462028706865453 0.0037719913453527756 32.838078716068289 0.23508645920082916 0.71263600427300844 0.022840883287628344
leaf_count=105 31 43 48 32 19 53 12 22 14 35 50 30 32 13 34 37 27 65 20 290 127 58 32 5 19 77 2539 27 73 65
internal_value=-4.56002e-06 -0.00135401 -0.0105575 -0.000643875 -0.00261872 -0.00119769 0.00068563 0.00266315 0.0196999 0.040856 0.00188576 0.0198354 -0.000608635 0.00987683 0.0451686 -0.00258228 0.000435986 0.000256647 -0.00740708 -0.00212927 -0.050087 -0.00813592 -0.0689511 0.0514497 0.00236488 0.0410581 0.000566779 0.0052923 0.0193518 -0.076583
internal_weight=52.5458 12.9323 0.926372 12.006 9.13543 8.45035 6.86988 6.13999 0.989179 0.385481 0.790285 0.25848 5.15081 0.815941 0.259619 4.33487 39.6135 38.975 1.51588 1.39615 0.119624 0.0665382 0.119729 0.0316372 1.27653 0.0840749 37.4591 4.62104 0.947722 0.0266129
internal_count=4034 505 159 346 303 271 252 199 61 49 111 61 138 69 47 69 3529 3502 798 746 295 168 52 110 451 161 2704 165 100 142
is_linear=0
shrinkage=0.1


Tree=441
num_leaves=31
num_cat=0
split_feature=2 4 4 1 0 3 2 1 2 3 3 2 1 1 1 0 3 1 0 3 1 3 2 2 4 2 1 3 3 3
split_gain=0.00300905 0.0310482 0.0195654 0.00408451 0.0197681 0.0196407 0.0171804 0.0170269 0.0273472 0.0162747 0.0418013 0.023702 0.0147025 0.0145692 0.00907358 0.00836368 0.00632595 0.00639738 0.00593361 0.0211548 0.102265 0.0789816 0.00643607 0.0377258 0.0326325 0.0213676 0.0180705 0.00535734 0.0316971 0.00965937
threshold=0.26941000000000009 38.064633603500006 38.539340721750001 77.543197856500015 98.413698323200009 0.078105000000000022 0.096390000000000017 81.479100559500012 -0.085584999999999994 0.087475000000000011 0.092505000000000018 -0.078504999999999991 87.030766598900016 83.740093847200015 87.447477609100005 97.878695155250014 0.075810000000000016 83.468559576050012 97.878695155250014 0.088655000000000025 73.037342029850024 0.12201500000000003 0.12427500000000002 0.17076500000000003 39.952536079750011 0.20167500000000002 67.300172379550006 0.10433500000000002 0.10661000000000002 0.09914000000000002
decision_type=2 2 2 2 2 2 2 2 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 18 15 6 16 9 13 -7 11 -11 -10 -9 -14 -5 17 -6 22 -20 -21 -22 27 24 -24 -25 -27 29 -29 -1
right_child=1 2 -4 4 5 7 -8 8 12 10 -12 -13 14 -15 -16 -17 -18 -19 19 20 21 -23 23 25 -26 26 -28 28 -30 -31
leaf_value=-1.0433854689176832e-05 0.0018958007654074787 0.018988445599137621 -0.092895723712228054 0.090411302874698243 -0.10009734094540956 -0.0030174524209595388 -0.10026844955155123 0.041457906819832496 -0.10140206479514779 0.0027165976155299892 0.0026874749604364348 0.066442512331208223 0.092827816859755219 -0.10039147215016682 -0.10021548812180375 0.01712161102705707 0.097663375218344589 0.067663545007206005 0.0098231294316662703 0.0012502673011955982 -0.10171047904434449 0.023710096194240936 -0.0012850585719794275 -0.0083483403921940647 0.092353026290485557 0.055750135268240991 -0.0021650475416357244 -0.021860657203721903 -0.00050628666042212096 0.0066618677959406625
leaf_weight=33.794028616465305 0.5292101754797337 0.021013975944470076 0.061000115135341204 0.035888679982579386 0.0035053192065184757 2.0959950568969465 0.0059094826652108514 0.043223700348268335 0.053439082448697051 0.085390823580041797 1.1929222413112368 0.18441049067769189 0.0070897794794291258 0.0086977376821393282 0.0037084035275025684 0.027503718522439158 0.040237878230749091 0.0064664359205737765 0.60243167929746633 1.0323677519918417 0.19203413468176211 0.067985494123149692 0.063479654374531291 0.70649190639483095 0.089959351511964769 0.11088978600662358 0.10478195639012711 0.75925812163040873 8.2256876849759504 2.3185461485268197
leaf_count=1951 73 14 79 58 32 53 26 96 87 23 82 47 2 228 204 6 128 120 103 15 77 21 22 33 32 33 23 34 220 112
internal_value=-1.32003e-06 -0.00697674 -0.0642283 8.08888e-05 0.00323953 0.00229869 0.0610113 0.00140209 -0.0362742 0.00263186 0.010727 0.0462736 -0.0798967 0.0176957 0.0265312 0.0586135 0.0799933 0.00869143 -0.000168448 -0.00565302 -0.012867 -0.0689176 5.66234e-05 0.00770142 0.0536138 6.20581e-05 0.0276126 -0.00012571 -0.0023108 0.00041795
internal_weight=52.4736 0.611224 0.0820141 51.8623 3.79439 3.731 0.0561191 3.67488 0.116159 3.55872 1.46272 0.269801 0.0642373 0.0519214 0.0107982 0.0633924 0.0502096 0.00997176 48.0679 1.89482 1.29239 0.26002 46.1731 1.0756 0.153439 0.922164 0.215672 45.0975 8.98495 36.1126
internal_count=4034 166 93 3868 1192 1128 306 822 617 205 152 70 293 324 206 64 280 152 2676 216 113 98 2460 143 54 89 56 2317 254 2063
is_linear=0
shrinkage=0.1


Tree=442
num_leaves=31
num_cat=0
split_feature=2 2 4 0 4 3 2 2 2 2 4 2 0 2 3 1 2 0 0 1 0 4 1 3 2 0 1 4 4 1
split_gain=0.00276182 0.0298324 0.275407 0.0291303 0.0283284 0.0246493 0.0479917 0.0314328 0.0175878 0.017489 0.00954497 0.144748 0.0192581 0.0138949 0.019172 0.015231 0.0121946 0.012161 0.0912848 0.0858639 0.0486381 0.0112994 0.01685 0.0117187 0.0111841 0.0127935 0.0931758 0.0125915 0.0148685 0.00909978
threshold=-0.06828999999999999 -0.058374999999999996 40.241071441700008 86.420486603250012 39.749124837650008 -0.24532499999999999 -0.033799999999999997 -0.016334999999999999 -0.072524999999999992 0.25988000000000006 41.092444989200011 -0.033799999999999997 86.479632682150012 -0.054619999999999995 0.11278000000000003 67.649671936450019 -0.032369999999999996 86.565663342300013 86.135510041400025 62.213609596700003 85.995710218650018 40.720231579350006 62.009286778800011 0.10608500000000003 0.04932000000000001 88.17067284620002 64.407391431150018 42.094663496250007 42.402981339000007 75.271450736300025
decision_type=2 2 2 2 2 2 2 2 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 -4 -2 6 -3 -8 29 -9 13 12 -12 -7 21 -16 -13 18 20 -19 -18 23 -23 -15 25 -21 -27 -26 -29 -1
right_child=1 5 3 -5 -6 10 7 9 -10 -11 11 16 -14 14 15 -17 17 19 -20 24 -22 22 -24 -25 27 26 -28 28 -30 -31
leaf_value=-0.00076379685480767925 -0.026144617076093852 -0.10287094435680666 0.041298459574932826 0.094538892971789482 -0.10511921067508574 0.026352830668486482 0.092108260870629691 -0.078954891778291569 -0.015311606494942259 0.094360003529022574 -0.10541423647536954 -0.014076900623125721 -0.049883246374362193 0.00026746937580249199 0.023119740755213645 0.0015016265820180404 -0.0064603724816915207 0.061156856122286309 -0.087402587816106436 -0.00031291548532255556 0.069659364200267457 -0.0033865441059026525 0.020161828189538801 -0.013337997769845894 0.015907967467386184 -2.8825938696196744e-05 -0.1016346311628113 -0.015409463876502253 0.0038439370716678136 0.0058112155689898082
leaf_weight=26.263740223415788 0.072608556632192456 0.066446790471673012 0.19756173281530209 0.21418483608226779 0.1212969544576481 0.2307262835046221 0.030455088724693269 0.029769661436357064 0.79550829198996709 0.0072378587197547964 0.12297028058549742 0.55942467690932218 0.12689777940059344 11.011758362575968 0.70564251346513518 0.60561648763155063 0.60489349059720154 0.2421339276479556 0.12905031355330721 1.5016998520586642 0.097468571562785655 0.55227321547863428 0.67555769937200694 0.67168659396015407 0.68736460407853917 0.53521003969945002 0.10856088025089861 0.47132889053318683 2.6918510038886279 2.2883301622565204
leaf_count=1636 29 6 19 23 25 31 12 95 54 26 21 8 21 437 20 37 138 25 20 8 8 17 37 26 39 10 166 8 136 896
internal_value=-1.87587e-06 0.000816775 0.0227174 0.0689934 -0.0755469 0.000226365 -0.0425495 0.0168637 -0.00064546 -0.0450583 0.000482861 -0.00231724 -0.0772123 0.00200927 0.00161435 0.0131352 0.000135757 0.00126043 -0.0101004 0.00277458 0.00410296 0.000444304 0.00956987 -0.000514715 0.000416956 -0.00536893 -0.0171629 0.00364077 0.000975089 -0.000236837
internal_weight=52.4193 23.0717 0.605652 0.411747 0.193906 22.466 0.133909 0.0674626 29.3476 0.0370075 22.3321 7.87885 0.249868 14.4533 14.2225 1.31126 7.62899 7.06956 0.831412 6.23815 0.702362 12.9113 1.22783 11.6834 5.99602 2.14547 0.643771 3.85054 3.16318 28.5521
internal_count=4034 1448 96 42 54 1352 139 133 2586 121 1213 608 42 605 574 57 566 558 166 392 146 517 54 463 367 184 176 183 144 2532
is_linear=0
shrinkage=0.1


Tree=443
num_leaves=31
num_cat=0
split_feature=3 3 4 3 2 0 0 0 0 1 3 2 3 4 2 2 2 0 1 0 1 0 0 2 0 1 1 2 4 0
split_gain=0.00259851 0.0683295 0.0290474 0.016117 0.0162459 0.0438171 0.0405608 0.0118447 0.0221332 0.00881529 0.0569163 0.0143067 0.00739277 0.00677095 0.0117856 0.0440267 0.0282974 0.0252377 0.00802973 0.0648675 0.00977155 0.0445111 0.0152971 0.00640612 0.00627733 0.0190902 0.0207303 0.00872576 0.0192266 0.0114909
threshold=0.078905000000000017 0.077080000000000023 39.749124837650008 0.079355000000000023 -0.032369999999999996 89.953120586650016 93.899777122150013 96.959242474650011 102.21786657775002 75.077881750900005 -0.09053499999999999 -0.13125999999999996 0.079605000000000023 41.605323437500005 -0.039434999999999998 0.04932000000000001 0.23835000000000003 93.399723909900004 62.020040611300011 86.479632682150012 61.987779113750001 85.963448721100022 85.121961326250016 -0.13734499999999997 86.479632682150012 62.095317438950012 57.772276765200012 -0.23349 48.96897326980001 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 9 -3 4 5 -2 -7 -4 -9 13 11 23 -5 14 18 17 -17 -16 19 20 21 22 -1 -11 25 26 27 28 29 -15
right_child=3 2 7 12 -6 6 -8 8 -10 10 -12 -13 -14 24 15 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.029120357998893912 -0.10397790554071724 -0.059187982419761531 0.099323610242742597 0.010935943563205252 -0.0088746623007426636 0.10032152906637387 -0.10103042161252365 -0.10036179109322559 0.096801975180869693 -0.10010120348177001 -0.00026063008843291174 -0.11051894063856747 -0.00023260365959780791 -0.049400084178346848 0.013450408825638725 -0.065034773475697527 0.023942738445294893 0.082651563119999952 0.00017331897443113257 0.10106579163893717 0.0063822499139497713 -0.10114092800331853 0.10053034422067667 0.10016702181734956 -0.0013228450350088274 0.072146049071983284 -0.077816801444669292 0.046692589309377509 -0.10043752459491136 0.093908610842608181
leaf_weight=0.015281881102728767 0.064588208435452543 0.015665550449493693 0.10610689450743394 0.60090183305669498 0.47608309275457861 0.027206643484532833 0.015822931183449018 0.0091948846518334904 0.014952514458200117 0.0023396133946440578 0.56279912635458584 0.063671569296499975 43.267506914830683 0.0094973277503006548 0.098979901372326817 0.073085831138541835 0.069953129073837772 0.11271795560605824 3.2337469518086221 0.073216876946389675 0.57734788332456333 0.04244311316870153 0.022498002741485834 0.0050337822176516047 2.6141315592444947 0.018695273119789135 0.062030268044168224 0.026641825586639634 0.019164048838320014 0.013617459105148555
leaf_count=177 8 26 45 87 20 3 84 16 108 69 162 122 2533 48 37 20 22 10 76 6 9 8 2 1 116 28 55 93 29 14
internal_value=-2.85117e-06 0.00167289 0.069465 -0.000299261 -0.0168066 -0.051896 0.0262799 0.084938 0.0217256 0.000390996 -0.0109074 -0.095248 -7.96188e-05 0.00140206 0.00387527 0.021338 -0.0215204 0.0502964 0.00231274 0.0117797 0.00183822 -0.0308642 0.0480869 0.036621 -0.00246311 -0.0223821 -0.0358774 0.00186902 -0.0263764 0.0350264
internal_weight=52.3149 7.86281 0.14592 44.4521 0.583701 0.107618 0.0430296 0.130254 0.0241474 7.71689 0.633844 0.071045 43.8684 7.08305 4.31927 0.354737 0.143039 0.211698 3.96453 0.730788 0.657571 0.080223 0.0377799 0.0073734 2.76378 0.149646 0.130951 0.0689207 0.0422788 0.0231148
internal_count=4034 1299 195 2735 115 95 87 169 124 1104 354 192 2620 750 367 89 42 47 278 202 196 187 179 70 383 267 239 184 91 62
is_linear=0
shrinkage=0.1


Tree=444
num_leaves=31
num_cat=0
split_feature=4 2 4 3 1 3 0 0 2 3 1 2 0 1 0 2 2 0 3 0 4 4 3 1 0 1 1 2 0 0
split_gain=0.00267459 0.0252482 0.0301157 0.0295247 0.0113387 0.0111009 0.0067852 0.00715116 0.0277166 0.00472506 0.003884 0.0234955 0.027334 0.0149705 0.0255977 0.00798466 0.0109667 0.0123208 0.0116919 0.00829969 0.00806801 0.011638 0.00439186 0.00362925 0.00326201 0.00247515 0.00962074 0.0156778 0.00489327 0.0046284
threshold=34.466665687600006 0.15844000000000005 32.051492741500006 0.076835000000000028 69.563854125350005 0.088555000000000023 97.225399829550014 99.744485097750015 0.10957500000000002 0.088435000000000027 61.622148808000013 0.18145000000000003 83.941728207000011 60.613977009100005 79.532656873050016 -0.23349 -0.013805 76.451683855550016 -0.23921499999999998 67.04476885710001 48.96897326980001 48.86568841230001 -0.23921499999999998 55.887667615750004 88.872360418250011 61.901748453550006 61.93400995115001 -0.026144999999999998 85.732241321850012 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=1 2 5 -3 24 9 -6 -8 -9 -1 11 12 13 14 15 20 17 18 -17 -18 21 22 -2 -20 -4 28 27 -27 -12 -28
right_child=10 3 4 -5 6 -7 7 8 -10 -11 25 -13 -14 -15 -16 16 19 -19 23 -21 -22 -23 -24 -25 -26 26 29 -29 -30 -31
leaf_value=-0.10005410906079887 -0.10023422121527369 0.054774908226985809 0.055779136780714944 -0.10123801704681559 -0.017077645212101877 -0.10103981232944031 0.10052287023080404 -0.10046727191366395 0.10039889916171119 0.098139981746831292 -0.0019863146245485837 0.070766833077255828 -0.076448630869740575 0.099224080552519384 -0.10071749238057788 0.074920631098371035 0.091809041931605884 0.10016026272769306 -0.10027954697436364 -0.10025260874068812 -0.068888636576067572 0.10012067431616467 0.00047841548280753163 -0.0055416603394914587 0.10029181775310161 -0.017313820362394077 0.0022531525802839737 0.0038172967555973195 0.0054097151243492668 -0.00038677622088198824
leaf_weight=0.0015988542794741481 0.0063870450083616239 0.01836881554527281 0.031043348978904817 0.035714827239459623 0.027468473053886555 0.020811315683584297 0.015647608786821365 0.011823661689611242 0.016395007065284517 0.0048571375409665052 1.47832758713352 0.030035641592803586 0.06789004790709896 0.01372168840583754 0.025629585647379827 0.013529842758657651 0.0029664311441600652 0.026406999910250306 0.0077752637507728642 0.0093160797659557204 0.020581355792273826 0.010053208563476801 0.013443742255162761 0.0084252473232311331 0.035053141909884289 0.81856198637251509 8.0219766208910155 0.61482313843680347 2.2652754284063121 38.583945026825639
leaf_count=103 32 29 37 38 8 29 1 48 3 2 31 11 34 10 40 14 4 9 23 123 30 3 40 30 10 45 496 13 32 2706
internal_value=-1.94008e-06 0.0110315 0.0304984 -0.0482502 0.0495456 -0.065502 0.0218967 0.0463019 0.0162357 0.0490564 -4.83268e-05 -0.0123315 -0.0233692 -0.00059589 -0.0100738 0.0094674 0.0317246 0.0504514 0.0062991 -0.0538665 -0.0207084 0.0124737 -0.0319588 -0.0510101 0.0793857 1.24362e-05 -0.000180562 -0.00825003 0.00248906 6.76177e-05
internal_weight=52.2579 0.218782 0.164699 0.0540836 0.137431 0.0272673 0.0713348 0.0438663 0.0282187 0.00645599 52.0391 0.256162 0.226127 0.158236 0.144515 0.118885 0.0684199 0.0561374 0.0297304 0.0122825 0.0504654 0.029884 0.0198308 0.0162005 0.0660965 51.7829 48.0393 1.43339 3.7436 46.6059
internal_count=4034 308 241 67 107 134 60 52 51 105 3726 403 392 358 348 308 203 76 67 127 105 75 72 53 47 3323 3260 58 63 3202
is_linear=0
shrinkage=0.1


Tree=445
num_leaves=31
num_cat=0
split_feature=2 4 4 0 0 0 2 4 1 4 0 1 2 0 1 1 4 4 3 4 4 2 1 4 0 2 2 1 2 4
split_gain=0.00258352 0.0277275 0.0182825 0.00297531 0.022859 0.0115785 0.0402722 0.0875441 0.00874362 0.0446987 0.133471 0.0299356 0.0101764 0.00911188 0.101493 0.100176 0.0254346 0.0786999 0.023721 0.00830662 0.0332667 0.0503557 0.0297928 0.0757118 0.0873989 0.0763272 0.0759697 0.0490224 0.0566341 0.036847
threshold=0.26941000000000009 38.064633603500006 38.539340721750001 87.350693116400024 87.638358136350021 86.89903215050002 -0.093879999999999991 41.385032804600009 64.407391431150018 41.872294782850005 88.098084476650016 65.29995953045001 -0.075639999999999999 90.297243227400017 66.590419433100024 67.649671936450019 35.509685375550013 38.969453495950006 0.097970000000000015 38.121007182500009 37.311503175250003 -0.033799999999999997 71.015621515800021 41.385032804600009 94.625660817400004 -0.11347 -0.011675 71.787208999250012 -0.096529999999999991 48.457543166250012
decision_type=2 2 2 2 2 2 2 2 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 9 10 -6 -10 -11 16 -15 18 -13 -18 -16 20 -17 -22 23 24 26 -25 -21 28 -24 -27
right_child=1 2 -4 4 8 6 7 -9 11 12 -12 13 -14 14 15 19 17 -19 -20 22 21 -23 27 25 -26 29 -28 -29 -30 -31
leaf_value=-0.00024692741586552027 0.0016728882993277316 0.01726727050128618 -0.092328108120777658 0.03232580217581954 -1.8325436225781485e-05 0.0058065133982169613 0.01939064737754663 -0.071719044262925025 -0.050600572750474929 0.0075032866003723279 0.092038595815722463 0.0025826901666420104 -0.0032936942054134048 0.04690479219882529 -0.096986403132376886 -0.0017982768617838139 0.00030701009936295762 -0.10137225310330174 -0.031406022366385254 0.033928007829897626 -0.10152831582346755 -0.0020809027502120764 0.0060948132896606159 0.041279498821361733 0.089910279773953175 -0.10179784601788203 -0.048170879386294559 0.00047478054630962108 -0.10174758485310204 0.0085569381058638091
leaf_weight=25.208590306907336 0.52821769212559111 0.020893595779170937 0.056066965606868635 0.22860160449534106 0.5463776213000554 0.59744409203995019 0.17935437953565159 0.25598395883571357 0.11782761453651147 1.2861993360420454 0.22128446362330578 0.64135596725828026 2.717009149491787 0.45877548883436503 0.12213048385501935 2.4318575381635763 0.25006576371379197 0.1094346093358638 0.10057589923962951 0.44818307424793602 0.086960434389009578 0.12284469925873498 0.093646590753451164 0.092617849190503421 0.19807937304722145 0.11650039360620212 0.15057903838169184 14.690917068338875 0.10145235974050493 0.040871438952308381
leaf_count=1328 73 14 79 32 19 21 12 35 21 29 51 18 31 38 34 352 26 44 11 53 78 24 127 63 11 64 36 1245 56 9
internal_value=-1.67555e-06 -0.00649748 -0.0625747 7.4486e-05 0.000846586 -0.000672097 -0.0110498 -0.0341829 0.000560404 0.00441396 0.0265178 -0.000341933 0.000175291 -4.95942e-05 0.000433933 -0.000700261 -0.00935243 -0.0306449 -0.0673698 9.90998e-05 -0.00509442 -0.0433001 0.000960184 0.0172667 0.0323299 -0.0307474 0.0132815 -0.000186538 -0.0499837 -0.0731373
internal_weight=52.2207 0.605178 0.0769606 51.6155 25.3741 26.2414 1.03278 0.435338 25.1455 4.77087 0.767662 20.3747 4.00321 20.2568 19.256 18.7972 1.00086 0.3595 0.222706 18.5745 2.64166 0.209805 15.9328 1.04683 0.796841 0.24999 0.598762 14.886 0.195099 0.157372
internal_count=4034 166 93 3868 2472 1396 68 47 2440 130 70 2310 60 2289 2201 2163 88 70 45 2118 454 102 1664 236 100 136 89 1428 183 73
is_linear=0
shrinkage=0.1


Tree=446
num_leaves=31
num_cat=0
split_feature=2 2 4 2 4 4 2 0 1 1 1 1 0 1 1 3 3 0 4 4 0 4 0 4 4 3 2 1 1 1
split_gain=0.0024065 0.0245921 0.198219 0.0153952 0.0745301 0.00964993 0.15635 0.0101224 0.0828234 0.0546886 0.0542768 0.0618566 0.011442 0.010093 0.0210552 0.0368346 0.0187436 0.0170964 0.012374 0.0138726 0.0160512 0.053986 0.0207297 0.0362964 0.0653481 0.00837022 0.0082982 0.00883569 0.0569323 0.012386
threshold=-0.06828999999999999 -0.059754999999999996 40.241071441700008 -0.073609999999999995 39.337369931850013 40.563919884450009 -0.044409999999999998 86.382848189450016 62.025417527550012 62.111448187750007 61.987779113750001 61.923256118600001 86.103248543850015 71.397382570300024 69.563854125350005 0.082935000000000023 0.096885000000000013 96.682331287150021 40.377444152000002 40.206947806850003 86.20003303655001 37.903039192800001 86.756543869550015 35.509685375550013 39.256147742250008 0.087795000000000026 0.17076500000000003 80.677940036650014 81.320481529800006 75.077881750900005
decision_type=2 2 2 2 2 2 2 2 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 13 -7 8 10 -10 11 12 25 14 18 -16 -17 -15 19 20 21 -3 -22 -24 -25 -8 27 29 -29 -19
right_child=1 5 -4 4 -6 6 7 -9 9 -11 -12 -13 -14 17 15 16 -18 26 -20 -21 22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00018148841261656518 -0.071254951142015785 -0.0034604537757019212 0.072354477779355469 0.0070316192281096425 -0.051574334685643534 -0.077407106477012488 0.048096860016086672 0.0010615511516501557 -0.10368672915777187 0.010553673999257667 0.016759504509052284 -0.10336512617413125 0.1001794708507114 -0.017421001795375059 0.0052828453832138673 0.02536100867436324 0.076501201418263873 0.0073342756956985451 0.0162332521230221 -0.01244332690611288 -0.0082319989691091791 0.047643269737065556 -0.002342794651105489 -0.00053017996824715051 0.073970658744059115 -0.10040232329061678 -0.010473522612360389 0.078681329490849466 -0.00055888990281607203 -0.004185683107778105
leaf_weight=28.260185849607609 0.14430459599145962 0.57415248238441474 0.28779320464900593 0.63377372631780815 0.32997153026284565 0.26713022625699778 0.0092895174185539942 9.4701502838641449 0.13382443519367371 0.061007308362036383 0.64057690373738296 0.084428910910901322 0.021071027964353561 0.55722214211709786 0.61025610315846268 0.15758955424826127 0.13144828379154205 1.6189337184405306 0.59603005050803393 0.66506207082420576 1.5924411837477239 0.32301416264090221 1.0568338997836688 0.28053257305873547 0.20288508433441166 0.0064180888594194121 0.55579951968552865 0.11035265296231944 0.50837720099348971 2.203826286831827
leaf_count=2519 34 39 31 31 36 40 126 484 27 42 14 18 4 24 17 32 18 12 23 24 14 33 21 32 32 17 137 27 85 41
internal_value=-4.07601e-06 0.000764215 0.0243943 -0.000605343 -0.0130342 0.000309174 -0.00186412 7.12703e-05 -0.00973215 -0.0679148 0.00514849 -0.0562153 0.0520218 0.00228801 0.00506489 0.0192111 0.0486185 -0.000806694 0.00266047 0.000937381 0.00314565 0.0149388 -0.000231784 0.00803951 0.030737 -0.0125795 0.00104588 0.0024874 0.0135739 0.000693004
internal_weight=52.0947 22.8708 0.432098 29.2239 0.963745 22.4387 10.6939 10.4268 0.956616 0.194832 0.761784 0.121208 0.0367786 11.7448 6.19025 0.899294 0.289038 5.55451 5.29095 4.69492 4.02986 0.897167 3.13269 1.54025 0.483418 0.0157076 4.99729 4.44149 0.61873 3.82276
internal_count=4034 1448 65 2586 67 1383 772 732 248 69 179 165 147 611 285 67 50 326 218 195 171 72 99 85 64 143 302 165 112 53
is_linear=0
shrinkage=0.1


Tree=447
num_leaves=31
num_cat=0
split_feature=0 0 1 4 4 1 1 3 2 2 3 3 1 4 2 2 3 3 0 2 4 2 0 2 3 0 1 1 0 3
split_gain=0.00249691 0.0497391 0.0196013 0.0301355 0.0199116 0.0162809 0.0126015 0.0172489 0.0253359 0.0106545 0.0239166 0.0182557 0.0137465 0.00879931 0.0285754 0.0236539 0.00996811 0.00815747 0.00747315 0.00775787 0.0086393 0.00610836 0.00494724 0.0192813 0.02049 0.0136661 0.0105029 0.0332222 0.00945681 0.0415748
threshold=85.764502819450016 85.732241321850012 62.052302108850007 42.686561923500008 42.719328117250008 64.307918480350011 62.025417527550012 0.10507500000000002 -0.092710000000000001 -0.093879999999999991 0.09117500000000002 0.09062000000000002 61.049507226200006 41.571132012400007 -0.082334999999999992 -0.018034999999999999 0.07745500000000001 -0.032704999999999991 71.131225215400022 -0.23349 48.96897326980001 0.19040000000000004 85.995710218650018 -0.088224999999999984 0.096315000000000026 86.135510041400025 61.923256118600001 62.057679025150001 86.329079026800017 0.087555000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -9 10 11 12 18 21 -15 -16 -17 -14 -1 20 -20 -11 23 -2 -25 26 -24 -28 29 -27
right_child=22 -3 3 4 5 -7 -8 8 -10 13 -12 -13 17 14 15 16 -18 -19 19 -21 -22 -23 25 24 -26 28 27 -29 -30 -31
leaf_value=-0.087618963722214213 0.0032196338894004452 0.057428324544304965 -0.1020406463450092 0.10027531418119945 -0.10028943265796381 0.069821283027156761 0.01415936210818837 0.016739557971751185 -0.081656278293876811 0.010128045759604349 -0.08126574233325376 0.10048877319967604 0.035692458596784833 -0.00090797405932213366 -0.10179457860612254 0.094248281162600728 -0.10010595189308774 -0.10063800311771486 0.026831452548809059 0.051772615194056439 -0.063468701521970913 -0.0029348124868113844 -0.00056843486768624418 -0.0013165571925500322 -0.017904293356199166 0.0099316027669457286 0.02585521983508289 -0.0038570043246850243 4.4189671046478218e-05 -0.022702078161025666
leaf_weight=0.0077712395226915412 2.6934033551660832 0.15787443710723881 0.046372694574985718 0.01655997708439827 0.016222283622482792 0.0086135141414125371 0.60734477451114788 0.044589864774025045 0.063343487261022235 1.0509769714585786 0.051299742833549544 0.015716158339500907 0.0054227124162984355 0.5418242885352812 0.051844694481616327 0.010402666001279592 0.0035358800278970657 0.023025244706445847 0.024238357177951975 0.033048346801931694 0.018822773335159582 0.54288067550146468 1.0170315235664014 1.7447623077114249 1.2991765223487164 0.71599587274249532 0.84081356402020879 0.6812079785449896 38.803684712836322 0.85845250480633695
leaf_count=101 49 15 76 2 32 79 20 26 21 62 27 3 93 41 23 85 34 19 59 60 18 16 8 35 34 27 18 32 2883 36
internal_value=-3.68055e-06 0.0026405 -7.6206e-05 -0.046678 0.0153407 -0.0412919 0.00124487 -0.00190674 -0.0410066 -0.000134158 -0.0235719 -0.000457516 -0.0145811 0.00177522 -0.00846435 -0.0707025 0.0449452 -0.0746509 0.00579138 0.0153291 -0.0126403 0.00567873 -0.00018529 -0.0029432 -0.00839633 0.000183398 0.00729952 0.012557 -0.000264077 -0.00786159
internal_weight=51.9963 3.34173 3.18386 0.0877685 0.0413958 0.0248358 3.09609 2.48874 0.107933 2.38081 0.179345 0.128045 0.112329 2.20147 0.607608 0.0657832 0.0139385 0.028448 0.0838807 0.0761095 0.0430611 1.59386 48.6545 5.73734 3.04394 42.9172 2.53905 1.52202 40.3781 1.57445
internal_count=4034 912 897 189 113 111 708 688 47 641 380 353 350 261 183 142 119 112 238 137 77 78 3122 118 69 3004 58 50 2946 63
is_linear=0
shrinkage=0.1


Tree=448
num_leaves=31
num_cat=0
split_feature=4 2 3 4 1 3 4 3 1 2 0 1 0 0 2 2 4 0 3 4 0 3 1 3 3 4 1 2 3 1
split_gain=0.00261087 0.0224659 0.0266954 0.0262098 0.0104078 0.00984008 0.00649173 0.00444747 0.00329462 0.0191506 0.0232831 0.0138065 0.0220076 0.00650444 0.00443205 0.00950775 0.00834524 0.00656863 0.00579957 0.0035694 0.00319435 0.00303752 0.0167485 0.00671342 0.0218638 0.0144547 0.0105971 0.0199542 0.00760429 0.0302753
threshold=34.466665687600006 0.15844000000000005 0.076835000000000028 32.051492741500006 69.563854125350005 0.088555000000000023 33.151194885250007 0.088435000000000027 61.622148808000013 0.18145000000000003 83.941728207000011 60.613977009100005 79.532656873050016 78.626646483100004 -0.082094999999999987 -0.13734499999999997 48.226196960950006 67.04476885710001 -0.25095999999999996 36.257608591500009 88.872360418250011 0.21629500000000004 62.068432857650002 0.11531000000000002 0.11148000000000002 41.898943182100005 61.907125369850007 -0.054619999999999995 0.10507500000000002 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 3 -3 5 20 7 -6 -1 9 10 11 12 13 14 15 16 19 -16 -18 -2 -5 23 -23 24 28 26 -25 -28 -10 -30
right_child=8 2 -4 4 6 -7 -8 -9 21 -11 -12 -13 -14 -15 17 -17 18 -19 -20 -21 -22 22 -24 25 -26 -27 27 -29 29 -31
leaf_value=-0.10005489217226865 0.027192594761857505 0.051330668047957384 -0.10112220376553512 0.054430648663364771 0.051015985029446945 -0.10094775863328571 -0.011267790679677949 0.09793396031194368 0.00021406787689686458 0.066247929728537477 -0.073576164790234697 0.099029893761035631 -0.10063410899970782 0.10006760217946574 0.087172572203863305 0.073631089559945836 -0.018343013313073708 -0.10023126689182385 0.045528629308957354 -0.10018635951004369 0.10026330206099095 0.01761525097145945 -0.00097400233528305085 0.00055033928837432914 0.01703288022392033 0.0055497231805886572 -0.023988489530697571 -0.0033803675060897834 -0.017528056897281461 0.0042909114951450965
leaf_weight=0.001526712441935695 0.0027217624374316083 0.017847682604042348 0.032223254063481477 0.029063389049916566 0.035104493534685588 0.018367732820630422 0.031978835850283716 0.0044171921545057558 41.35220157253147 0.027628376275060873 0.062092899678418689 0.012757556071790077 0.022213309584458329 0.0072593634249642483 0.0024065971483605572 0.018316939091164386 0.032228493262664415 0.0083933909997178091 0.025435961960283748 0.01147316201721793 0.031894630403257906 0.626140396441769 2.1452724768983131 1.0036811754107469 0.75640049107201335 1.126864539009375 0.81621048902613313 1.1072115934402971 1.1426912289771265 1.4340327838430091
leaf_count=103 12 29 38 37 16 29 44 2 2964 11 34 10 40 5 4 10 20 128 30 99 10 16 65 4 54 35 45 24 24 92
internal_value=-3.80552e-06 0.011331 -0.0467807 0.0304294 0.0485028 -0.0647568 0.0213251 0.0470798 -4.81479e-05 -0.0119144 -0.0224331 -0.000258023 -0.00996811 0.00863936 0.00206642 0.00931675 -0.00707696 -0.0584714 0.00983096 -0.0757625 0.0784113 5.51032e-06 0.00322583 -0.000177604 0.000175897 -0.0040741 -0.00777905 -0.0121255 -0.000114359 -0.00538507
internal_weight=51.9461 0.202424 0.0500709 0.152353 0.128041 0.0243116 0.0670833 0.0059439 51.7436 0.232928 0.205299 0.143207 0.130449 0.108236 0.100976 0.0901763 0.0718594 0.0108 0.0576645 0.0141949 0.060958 51.5107 2.77141 48.7393 44.6853 4.05397 2.9271 1.92342 43.9289 2.57672
internal_count=4034 308 67 241 107 134 60 105 3726 403 392 358 348 308 303 171 161 132 50 111 47 3323 81 3242 3134 108 73 69 3080 116
is_linear=0
shrinkage=0.1


Tree=449
num_leaves=31
num_cat=0
split_feature=2 2 3 3 3 3 3 4 4 2 1 1 4 4 0 1 4 3 0 1 4 3 3 1 3 0 0 4 4 4
split_gain=0.00248208 0.0260836 0.0244984 0.0326621 0.0315439 0.0382088 0.0262509 0.0157413 0.0156422 0.0135684 0.0123942 0.0359495 0.014819 0.0398615 0.0264571 0.042766 0.0178954 0.0250458 0.0115072 0.00937271 0.00968374 0.0169635 0.00856641 0.011615 0.00774078 0.00684645 0.0071496 0.00624792 0.0214735 0.0049293
threshold=-0.15076499999999998 -0.16080999999999998 0.4381000000000001 0.43162500000000009 0.12201500000000003 0.10828500000000003 0.10040500000000002 43.218894539100006 44.262924377150007 -0.18231499999999998 78.285212300550015 75.634392583900009 39.792680591700012 40.098777110850008 97.39208423365001 67.940025414550021 35.782584506850007 0.084360000000000018 102.21786657775002 62.084563606450011 41.806790701050012 0.097015000000000032 0.086955000000000018 72.01572794030001 0.096010000000000026 86.479632682150012 85.877418060900013 41.218101594450012 48.226196960950006 35.509685375550013
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -3 -9 10 11 12 16 -14 15 19 24 -18 -12 27 -21 25 23 -11 29 26 -22 -15 -29 -1
right_child=-2 7 -4 -5 -6 -7 -8 8 -10 22 18 -13 13 14 -16 -17 17 -19 -20 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.10014873428808489 0.00010506952709853064 -0.10151499449908691 -0.10156326469511774 0.10036958523568294 -0.090082534944287238 0.076169107354737878 -0.077754541537626704 0.10030460574794753 -0.10019560227029899 -0.10037866850905784 0.076675323111737137 -0.10091171044049022 0.093260145620440327 0.00012061336837900213 0.070213636276172053 -0.10118629142335665 0.049279973205651979 -0.10045939305089435 -0.10007008357194197 0.099658137008369244 0.045783019006240794 -0.10170071400219216 0.1000597328984929 0.098279534957348313 0.090140807631760772 0.083959101091757082 -0.10046056047029482 -0.10209422637002311 0.0049157283030123455 0.10005575828917371
leaf_weight=0.0045577573079311753 50.671114303951967 0.042422386941325274 0.023832571218008414 0.032072946429252513 0.03921623991573131 0.063993966331508889 0.04547004957913714 0.0091552846133708954 0.0067671700105655921 0.0061881053115945273 0.031215697523748531 0.037097723345397071 0.046854464885768721 0.50270054311653212 0.0476974005239299 0.04488354591989463 0.014478812860247103 0.048882535613302025 0.0041764614502685085 0.0175357246052954 0.0093542086688103154 0.010143560575670563 0.021593429124322938 0.005612405586359337 0.012549660401418805 0.019697240857794895 0.0052019821014255294 0.027433914234916479 0.059257082079057 0.0016842740587890148
leaf_count=85 2828 66 9 3 18 31 33 1 181 8 16 28 8 70 25 71 42 40 182 6 63 3 15 36 4 21 2 86 52 1
internal_value=-3.17429e-06 -0.00442028 -0.0012021 0.000860652 -0.00197004 0.00120515 -0.00347843 -0.0696931 0.0150904 -2.79334e-05 -0.00224074 -0.00449878 -0.000401352 0.0037983 -0.0018364 -0.00677257 -0.0408249 -0.0662422 0.0558184 -0.000266407 0.0367399 0.0118888 0.0626181 -0.00589544 0.0448764 0.0455263 -0.00648041 -0.004155 -0.0289482 -0.046128
internal_weight=51.9128 1.24173 1.18338 1.15955 1.12748 1.08826 1.02427 0.0583448 0.0159225 0.978797 0.945403 0.91001 0.872913 0.79076 0.743905 0.696208 0.082153 0.0633613 0.0353922 0.651324 0.0619327 0.044397 0.0333939 0.0118005 0.0187917 0.0342534 0.0145562 0.589392 0.086691 0.00624203
internal_count=4034 1206 958 949 946 928 897 248 182 864 805 607 579 407 399 374 172 82 198 303 95 89 59 44 90 86 65 208 138 86
is_linear=0
shrinkage=0.1


Tree=450
num_leaves=31
num_cat=0
split_feature=1 1 3 3 1 2 0 3 3 0 4 4 3 0 0 3 2 4 3 0 0 3 2 1 2 1 1 1 3 0
split_gain=0.0021855 0.0177917 0.0145041 0.0133839 0.0181254 0.0110502 0.010332 0.129492 0.0146857 0.0183939 0.0158371 0.0673148 0.0376399 0.0398715 0.0248112 0.0125351 0.0388703 0.0402382 0.0493221 0.022293 0.0210553 0.0089564 0.0111105 0.0663629 0.00887815 0.00992319 0.00878207 0.0135626 0.0199297 0.0165966
threshold=62.052302108850007 62.068432857650002 0.41214500000000009 0.10507500000000002 61.966271448700006 -0.092710000000000001 86.89903215050002 0.088655000000000025 0.091935000000000031 85.995710218650018 40.159267750750011 39.577821550850011 0.082535000000000011 86.20003303655001 85.121961326250016 0.087795000000000026 -0.044409999999999998 41.035283712600005 0.086955000000000018 86.135510041400025 85.683849075550015 0.085235000000000019 -0.074999999999999997 61.982402197500001 -0.053159999999999992 61.778079379550007 62.079186690200011 62.095317438950012 0.083495000000000028 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=2 -2 3 6 -5 -6 8 -8 10 24 11 12 13 14 -1 16 21 -18 20 -17 -19 22 23 -12 25 -10 -3 28 -28 -29
right_child=1 26 -4 4 5 -7 7 -9 9 -11 15 -13 -14 -15 -16 19 17 18 -20 -21 -22 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-0.041062364344797854 -0.01193257734782101 0.008797749290458538 0.015939049864698709 -0.00020025038825798323 -0.0035686473498508517 -0.022696585959902968 0.057286967529273494 -0.065955524105516847 -0.0024905084528242332 0.010790119394192289 -0.001541269281689287 -0.097486304839155311 -0.062487862567427305 -0.0046901941977255781 0.10045688479977447 0.0015136799232031877 0.10079090740312889 0.052268171974674753 0.10046940411832853 -0.020208609958617566 -0.10189963632865989 0.0089422723935393671 0.0041035797847189083 -0.10372055178954567 -0.0067597696548977338 0.012796507130505947 0.00082317055338501719 0.027165649773218798 -0.019706371373997566 -2.5929857617271963e-06
leaf_weight=0.015458445976312407 1.3020476960448366 1.0933279905311781 0.61912987880714254 2.7967489972203898 0.51820454675907968 0.72394492243802211 0.14541080265189599 0.20608312357217073 0.9240035919650611 3.4061483020777814 0.60570673800943353 0.086799699292726018 0.093876015604081431 0.49035423598252237 0.062380049464991316 1.6307989235704101 0.08379823810355036 0.011828358784597981 0.030226524220779538 0.66514813876710821 0.035286257974803448 1.2161216668837367 1.0712731285020711 0.071014518297033646 1.173815253507257 0.78568708815873833 1.0420642961471482 0.22655766843764524 0.86571914799333161 29.858392676700227
leaf_count=137 36 11 18 56 5 37 23 26 28 32 141 14 31 4 8 68 9 127 3 14 7 40 14 87 35 22 11 229 37 2724
internal_value=-3.82892e-06 -0.000466533 0.000907001 0.000354673 -0.00466474 -0.0147167 0.00193711 -0.0149709 0.00241409 0.00581444 -0.00105217 -0.0146835 -0.00382773 0.00586401 0.0723517 0.00083082 0.00495232 0.0527837 0.000768423 -0.00477938 -0.063195 0.00235204 -0.00223294 -0.0122639 -6.30861e-05 0.00453463 -1.53054e-05 -0.000316485 -0.00849278 0.000202
internal_weight=51.8574 34.3881 17.4692 16.8501 4.0389 1.24215 12.8112 0.351494 12.4597 6.28965 6.17007 0.748868 0.662069 0.568193 0.0778385 5.4212 3.12526 0.161139 0.0773411 2.29595 0.0471146 2.96412 1.74799 0.676721 2.88351 1.70969 33.0861 31.9927 1.90778 30.085
internal_count=4034 3048 986 968 98 42 870 49 821 117 704 194 180 149 145 510 428 146 137 82 134 282 242 228 85 50 3012 3001 48 2953
is_linear=0
shrinkage=0.1


Tree=451
num_leaves=31
num_cat=0
split_feature=2 2 4 4 4 4 4 3 4 2 3 1 2 4 4 3 0 3 4 3 4 3 1 1 4 0 4 4 4 3
split_gain=0.00268316 0.0233034 0.0142146 0.01415 0.0098931 0.0354163 0.0194582 0.0219094 0.0157671 0.0179961 0.017641 0.0192049 0.0108353 0.0211596 0.00973377 0.00940632 0.012696 0.00770767 0.0103956 0.00705405 0.008583 0.00716676 0.00682946 0.0155105 0.0133635 0.00819911 0.00642297 0.0103822 0.0116586 0.00556699
threshold=-0.15076499999999998 -0.16080999999999998 43.218894539100006 44.262924377150007 39.792680591700012 40.00488309970001 40.241071441700008 0.43162500000000009 35.782584506850007 -0.58994000000000002 0.084360000000000018 81.188747081400024 -0.23349 41.218101594450012 42.599563320500003 0.088075000000000028 86.89903215050002 0.097970000000000015 35.171584490050009 -0.23921499999999998 48.96897326980001 0.080135000000000026 62.213609596700003 75.634392583900009 42.141702038450013 99.870842629900025 48.96897326980001 48.457543166250012 47.927946529500012 0.083950000000000011
decision_type=2 2 2 2 2 2 2 2 2 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 8 -6 -7 12 9 -1 29 -12 15 -14 -15 16 19 18 -11 20 -8 -21 -17 24 -24 -25 27 28 -16 -10
right_child=-2 2 3 -5 5 6 7 -9 10 17 11 -13 13 14 26 22 -18 -19 -20 21 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.073446893630792862 0.00010715346408713173 -0.10136970665155731 0.10027554132416201 -0.10017696073982055 0.09810214718092454 -0.074155553797208243 0.010695913768761972 0.082985389651091868 -0.0089755606024485464 -0.10018550349225669 -0.10038895277590605 0.022967847642507089 -0.1007145053865099 0.099745502836822875 -0.057359066445283206 -0.0075440812608692925 -0.10124002140038968 0.10010146788875374 0.099070339329315971 0.05306732646413187 -0.10036426847707935 -0.049014800786699585 0.073534244218666514 -0.072322829175349962 0.0073236870602518865 0.0058781506462448965 0.066489880596328071 -0.1007709449772599 0.10004824161792925 0.10013659403632763
leaf_weight=0.013687730368661444 50.596324197241685 0.038437481758625158 0.0082863448187708855 0.006124254395778018 0.036775693848539959 0.035873268872649078 0.012801389112802763 0.031417447244166397 0.011914764737966266 0.0055010257647066796 0.056795504445062761 0.016226550470797463 0.010521398697733497 0.026271415743053694 0.0082058182209499009 0.54168428789819245 0.022715745500875073 0.020409074340022926 0.0049966220811548112 0.02089192827349956 0.015246138122165576 0.01025233550512894 0.051108161700739174 0.024751633871346712 0.075539412109719706 0.029252821821430075 0.020453711015894438 0.0083249388934447666 0.011030615768987673 0.0076965307816863051
leaf_count=37 2828 66 1 181 9 12 40 6 78 98 61 43 54 25 50 30 138 9 9 67 12 59 16 11 30 31 17 4 10 2
internal_value=-2.92762e-06 -0.00471027 -0.0696144 0.0150867 -0.00167575 0.00180186 -0.00190132 0.000914633 -0.0268432 0.0220106 -0.0503619 -0.0729773 -0.0019856 0.0320108 0.050809 -0.00557053 -0.0376867 0.0642861 -0.00534462 -0.0132972 -0.0496744 0.0194631 -0.0019288 0.0149086 0.0340427 -0.0299634 0.0240335 -0.0074741 0.0329019 0.0338459
internal_weight=51.7795 1.18319 0.0528481 0.0144106 1.13035 0.993118 0.956342 0.920469 0.137228 0.0445945 0.0926334 0.0730221 0.889052 0.0848079 0.0742865 0.804244 0.0819075 0.0309067 0.0104976 0.0591918 0.0280475 0.0311443 0.722336 0.180652 0.126648 0.0540045 0.0480151 0.0275614 0.0192364 0.0196113
internal_count=4034 1206 248 182 958 621 612 600 337 153 184 104 594 160 106 434 316 116 107 178 52 126 118 88 46 42 81 64 60 80
is_linear=0
shrinkage=0.1


Tree=452
num_leaves=31
num_cat=0
split_feature=4 3 3 2 2 4 4 4 0 3 3 4 4 2 4 2 4 1 0 1 4 4 3 2 4 2 3 0 3 0
split_gain=0.00228775 0.0315818 0.0333756 0.0220218 0.0504825 0.0229631 0.021062 0.0123536 0.00734326 0.00605427 0.00701571 0.00331762 0.0122425 0.0172671 0.00644221 0.0029364 0.0231623 0.0463091 0.0137803 0.0144092 0.0135639 0.0141176 0.0119176 0.00611244 0.0891221 0.0535675 0.0223998 0.0177304 0.0156679 0.0148191
threshold=43.752965619700007 0.09091500000000001 0.09551500000000003 0.04932000000000001 -0.10290999999999999 44.262924377150007 47.927946529500012 48.457543166250012 95.620390325650007 1.0000000180025095e-35 -0.52484999999999993 43.308802343500005 43.631818398850008 -0.091639999999999985 43.487767439550005 -0.50001499999999999 41.066313126200008 75.408562100950022 100.15850764985002 78.37393141885002 39.792680591700012 34.654301448200009 0.084565000000000015 -0.14429 41.535369675400013 -0.16080999999999998 0.4381000000000001 88.098084476650016 0.09117500000000002 86.256490657300006
decision_type=2 2 2 2 2 2 2 2 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 -3 4 5 -2 -7 -8 9 10 -9 15 13 -13 -15 16 20 -18 -19 -20 21 -1 -23 24 25 26 27 29 -29 -17
right_child=1 2 -4 -5 -6 6 7 8 -10 -11 -12 12 -14 14 -16 23 17 18 19 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.062011719792330527 0.077317825858095199 0.084218223463966013 -0.017411909492357061 0.0050464418708892934 -0.09176555610859069 -0.10054826323292967 0.096531229431205845 0.033337951941100966 -0.10055218245493379 0.057529898877739662 -0.042443584490516023 -0.0034721597442504866 -3.055271299659246e-05 -0.039417787565658093 -0.10399466836616256 -0.03211368693028608 -0.10147295668305684 0.090259639072849424 -0.10037868200793001 0.044018858442920056 0.0056800966166826554 0.034469551627763807 -0.084404890244442254 -1.962397031732344e-05 0.067029900043320323 -0.10384969182614778 -0.10147824566020003 -0.100357489036626 0.014135847279916508 0.090883853638021719
leaf_weight=0.010936670989525221 0.034588153455959891 0.092417767324377453 0.049685999668181324 1.0701447055466333 0.082357938602091285 0.023282695846051915 0.012965170219729316 0.019352319612153224 0.0078709409640086436 0.015005204853423493 0.033130669175307048 0.085671149559271242 0.53862787725628891 0.029882473450029035 0.031982027438271388 0.012776096338453669 0.066796219448406191 0.020123117828916293 0.012123739303206094 0.016071770971546329 0.60937793812450991 0.010363501937035835 0.045286951290783861 48.455723755754533 0.16665597363318341 0.068254709454650064 0.017198631539940834 0.016223747908043706 0.045396800327893061 0.04198820935562253
leaf_count=43 78 30 34 94 199 230 17 10 162 51 44 41 30 21 23 172 32 6 8 39 74 32 72 2215 68 105 2 49 33 20
internal_value=-2.94406e-06 0.00392595 0.0486837 -0.000971449 -0.0291488 0.00612592 -0.0159372 0.00636669 -0.00914567 0.00151479 -0.0145003 -0.000115481 -0.00702133 -0.0325435 -0.072802 -1.9975e-05 -0.00606373 -0.0475283 0.0270455 -0.0180704 0.000997555 -0.0418551 -0.0622675 7.79497e-05 0.0129086 -0.031779 0.00504571 0.0207872 -0.0160085 0.0621895
internal_weight=51.7423 1.4408 0.142104 1.2987 0.228553 0.146195 0.111607 0.0883243 0.0753591 0.0674882 0.052483 50.3015 0.686164 0.147536 0.0618645 49.6153 0.79108 0.115115 0.0483186 0.0281955 0.675965 0.0665871 0.0556505 48.8242 0.368494 0.201838 0.133583 0.116385 0.0616205 0.0547643
internal_count=4034 949 64 885 791 592 514 284 267 105 54 3085 115 85 44 2970 306 85 53 47 221 147 104 2664 449 381 276 274 82 192
is_linear=0
shrinkage=0.1


Tree=453
num_leaves=31
num_cat=0
split_feature=2 2 4 4 4 4 4 3 4 2 1 3 1 1 0 0 1 2 1 4 4 3 4 1 1 3 1 4 2 1
split_gain=0.00216148 0.0211406 0.0115239 0.0125961 0.0073985 0.0320481 0.0255711 0.0164783 0.01343 0.0148294 0.0147999 0.0227707 0.0127775 0.0206177 0.0142719 0.00924959 0.0122131 0.0231205 0.0126228 0.00802978 0.0124806 0.00690214 0.00940332 0.00669685 0.00592932 0.00521212 0.00663125 0.00327263 0.0204162 0.00371285
threshold=-0.15076499999999998 -0.16080999999999998 43.218894539100006 44.262924377150007 39.792680591700012 40.098777110850008 40.241071441700008 0.10721500000000002 35.782584506850007 -0.58994000000000002 83.116371560950014 0.084360000000000018 75.499969677400017 78.285212300550015 100.91127592640002 97.39208423365001 67.940025414550021 -0.18231499999999998 62.213609596700003 42.719328117250008 47.927946529500012 0.097970000000000015 35.171584490050009 64.665483411650015 83.468559576050012 0.083950000000000011 64.184249406300026 41.218101594450012 -0.26894999999999997 62.014663695050011
decision_type=2 2 2 2 2 2 2 2 2 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 8 -6 -7 12 9 -1 11 25 15 -14 -15 16 18 -18 27 -20 23 22 -11 -21 -12 26 -10 -8 -29 -30
right_child=-2 2 3 -5 5 6 7 -9 10 21 24 -13 13 14 -16 -17 17 -19 19 20 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.069151771179878238 9.2125398667792046e-05 -0.10123168664535179 0.10023308621560133 -0.10016460566354175 0.088841236002583521 -0.10115061215253528 -0.0011017416666000578 0.039610238524556474 0.055071550709048289 -0.10017312745983249 0.1001036930701704 -0.10032995213597684 -0.10079163381397183 0.089497411182162367 -0.10040119341532126 0.041273525546015252 -0.10088189826147392 0.048960996766051784 0.099068242180990695 0.046316653939364065 0.07718298746105505 0.10006716358523296 0.098956214633936709 -0.10042954007663352 -0.036574186482100528 0.10011939869280645 -0.10018393140292062 -0.10200741077730024 -0.0042174620632468574 0.059731001955148383
leaf_weight=0.012084032103272913 50.562889678314093 0.033567468447823878 0.0070156990550458431 0.0056726013917702822 0.040217097043523609 0.02547688996389752 0.49810704407889261 0.095884871176167508 0.0064505792625197955 0.004973725653207639 0.0083647248102352023 0.051148273938537159 0.032451100083960682 0.012900652232929133 0.005709101069790278 0.048484346943155288 0.032183766186449247 0.01514216884970665 0.019126651290207519 0.0046291908802231782 0.015782083006342873 0.01803637618331777 0.0045324868529696971 0.0094750393004687794 0.0051148564227965218 0.0067295422777533523 0.004796846228671825 0.02357324828562915 0.059898206159886141 0.010701268445700407
leaf_count=37 2828 66 1 181 13 8 67 31 34 98 3 71 19 6 120 34 72 5 18 9 8 9 9 70 54 2 20 11 126 4
internal_value=-4.04891e-06 -0.00435275 -0.0705443 0.0106406 -0.00149658 0.00148377 -0.00237897 0.000467472 -0.0246541 0.0232041 -0.0476123 -0.0663039 -0.00429448 -0.052671 0.0312403 -0.000943327 -0.00391574 -0.0529389 -0.000297938 0.0484726 0.0160924 0.0637243 -0.00522983 -0.0522655 0.048241 0.0305076 -0.0111424 -0.00433385 -0.0214294 0.00547567
internal_weight=51.6811 1.11823 0.0462558 0.0126883 1.07197 0.949743 0.909526 0.884049 0.122231 0.0396266 0.0826048 0.0691252 0.788164 0.0510609 0.0186098 0.737103 0.688619 0.0473259 0.641293 0.049013 0.0298863 0.0275426 0.00950621 0.0141042 0.0134796 0.017977 0.0112474 0.59228 0.0941727 0.0705995
internal_count=4034 1206 248 182 958 621 608 600 337 153 184 127 569 145 126 424 390 77 313 105 87 116 107 79 57 56 54 208 141 130
is_linear=0
shrinkage=0.1


Tree=454
num_leaves=31
num_cat=0
split_feature=4 2 3 4 1 3 0 0 2 0 0 3 3 4 4 3 1 0 0 2 4 2 0 0 3 2 4 2 2 4
split_gain=0.00223929 0.0195403 0.024013 0.0223164 0.00949304 0.00917674 0.00688388 0.00658903 0.0242285 0.00373526 0.00359958 0.00234586 0.0239916 0.0248407 0.0364885 0.0201036 0.0194704 0.0588959 0.0374295 0.0139898 0.0213086 0.0605336 0.0239374 0.0224122 0.0155268 0.0420178 0.0161495 0.0119971 0.0401765 0.032802
threshold=34.466665687600006 0.15844000000000005 0.076835000000000028 32.051492741500006 69.563854125350005 0.088555000000000023 97.225399829550014 99.744485097750015 0.10957500000000002 93.399723909900004 88.872360418250011 0.09013000000000003 0.089415000000000022 40.80591513400001 41.319407281650008 0.090735000000000024 61.93400995115001 85.877418060900013 85.732241321850012 -0.11103999999999999 41.243661560350013 -0.14831999999999998 88.17067284620002 97.674372337300014 0.096995000000000012 -0.60024999999999995 39.184300550350009 -0.083424999999999985 -0.080019999999999994 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=1 3 -3 5 10 9 -6 -8 -9 -1 -5 12 16 -14 -15 -13 17 18 -2 20 24 22 -22 -24 25 -17 -27 29 -29 -21
right_child=11 2 -4 4 6 -7 7 8 -10 -11 -12 15 13 14 -16 19 -18 -19 -20 27 21 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.10005269795826595 -0.012013419748475602 0.047420207325742758 -0.10101670791873532 0.04987435727807861 -0.019044453070411718 -0.10086148410162497 0.1004790169157241 -0.10041379997169747 0.10027595765005254 0.097931180893215841 0.10023816191967512 0.016112040009282194 -0.0083029338917430008 0.010933674014399613 -0.085200583128206414 -0.0017859026367564681 0.00010857819411893581 -0.071842255985384698 0.10066806099667243 0.0015019090924299687 -0.057601804657779324 -0.090965962519257565 0.060757943405171815 -0.024406539353950162 0.0012590974458392083 -0.021100118001792033 -0.082075773982552711 -0.024183744850879246 0.00063023978602364775 0.021767811927190923
leaf_weight=0.0012504744543373738 0.11247899152799945 0.017401604046199282 0.029162404710504575 0.027921548568722088 0.027056270962930284 0.016546313524766987 0.014347693882882595 0.010439304418049744 0.014195727078003983 0.0040048473583963184 0.028858202305855229 0.81237546553342355 0.56148925191447929 0.060712922131642699 0.11290491845539918 0.51873555357235546 24.75061517409916 0.142900617174746 0.039948557037860155 4.718457030036304 0.046333256371895004 0.10904656005704527 0.076288561467663385 0.051938189243259103 1.8226375783925952 0.07229806935197558 0.10880318132100797 0.68080897074055258 15.691278414006954 0.96140495601190412
leaf_count=63 347 29 38 37 8 29 1 48 3 42 10 39 33 13 46 15 2110 20 3 118 20 23 29 44 117 32 31 36 574 76
internal_value=-4.68417e-06 0.0107978 -0.0455438 0.0289383 0.0454888 -0.0642979 0.0197097 0.0466074 0.015232 0.050822 0.0754717 -4.48243e-05 -0.000718605 -0.0185249 -0.0515831 0.000631861 -0.000195985 -0.0257206 0.0175184 0.000125959 -0.00652441 -0.032513 0.00400221 0.0262621 -0.00360247 -0.0162638 -0.0577335 0.00097221 -0.000401613 0.00493223
internal_weight=51.6426 0.191184 0.046564 0.14462 0.122819 0.0218016 0.066039 0.0389827 0.024635 0.00525532 0.0567798 51.4515 25.7811 0.735107 0.173618 25.6704 25.0459 0.295328 0.152428 24.858 2.80608 0.283607 0.17456 0.128227 2.52247 0.699837 0.181101 22.0519 16.3721 5.67986
internal_count=4034 308 67 241 107 134 60 52 51 105 47 3726 2572 92 59 1154 2480 370 350 1115 311 116 93 73 195 78 63 804 610 194
is_linear=0
shrinkage=0.1


Tree=455
num_leaves=31
num_cat=0
split_feature=4 4 4 2 0 2 0 2 2 2 2 3 3 1 4 0 2 2 3 3 2 4 0 1 2 0 1 4 4 3
split_gain=0.00196332 0.0163952 0.0642744 0.0291436 0.0134616 0.0492489 0.0298499 0.0253293 0.0175858 0.079922 0.0145277 0.0338926 0.0139545 0.0122001 0.00948994 0.0125697 0.0100809 0.00920971 0.0191224 0.0279271 0.0157067 0.0451671 0.0250791 0.00697602 0.0361373 0.0482044 0.0267528 0.0227418 0.0268344 0.0189607
threshold=38.478081868400004 38.804080188450008 38.748048509250005 -0.039434999999999998 91.066142252700018 -0.10946499999999999 93.399723909900004 -0.14429 -0.054619999999999995 -0.101395 -0.10423499999999999 0.094375000000000028 0.11660000000000002 70.077349628250019 37.038444968100009 84.390700714750025 -0.070909999999999987 0.22598000000000004 0.097015000000000032 -0.081689999999999999 0.13006000000000004 39.749124837650008 86.420486603250012 61.853356207250009 -0.11572 86.83719761350001 58.167480110400007 40.467253020850002 41.535369675400013 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 7 -6 12 9 10 11 -8 -1 -10 16 -16 -7 20 19 -19 23 -22 -23 24 27 26 -26 -3 -29 -30
right_child=1 17 -4 -5 6 14 8 -9 13 -11 -12 -13 -14 -15 15 -17 -18 18 -20 -21 21 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.057536624512728202 -0.021349462572958895 0.092362947665610803 0.041732450922189565 -0.10177558488583699 -0.040506688025746779 -0.021441554062227332 -0.08193726953685504 0.086322702346502633 0.015768394858756724 -0.10092409134894825 0.036480800555138922 0.00045086573411490705 0.069987845872656357 0.00019550026898480259 0.00040618249677886668 0.018258018935182925 0.0023716913117456406 0.0078215883983748478 -0.0046672548589073394 -0.10082034238908649 -0.046061859780267278 -0.0010309215323714386 0.06130666649451904 7.3539269635959858e-07 0.039673836450611288 0.10056558486944507 -0.10208749542526584 -0.10140769409585684 -0.016821004604512916 0.073556842492973326
leaf_weight=0.022756439817799623 0.094649128830553764 0.031527047955222542 0.095688174986662489 0.085988579118747022 0.19081897914770696 0.25200487425536278 0.055242691265406263 0.11312823506159475 0.61167979618767221 0.09257599262025018 0.086533976077337371 0.51936524030899722 0.013774942402960733 2.8330438812181331 0.87946541132737344 0.71514325146563351 0.60348368407477371 0.04211514866918975 0.52061990825427529 0.05399735363381708 0.078998824931203582 0.099399038852368449 0.18401152809724408 43.053451232976123 0.015609326873779916 0.016911465674638748 0.09046441882813383 0.022534564770467114 0.057266873784369565 0.039036285746760768
leaf_count=156 30 10 16 17 35 34 144 24 15 124 11 51 13 210 17 34 40 16 24 85 31 30 46 2503 122 1 36 21 117 21
internal_value=-5.40694e-06 -0.000249704 -0.0245324 -0.0596345 0.00155294 0.00725549 -0.00182467 0.0629447 -6.65773e-05 -0.0139025 -0.0017174 -0.00746991 -0.00945078 0.00296078 0.00385382 0.0084123 -0.00464308 -9.82586e-05 -0.012233 -0.053215 7.30397e-05 0.0208047 0.0394433 -0.000100372 -0.016025 -0.0562287 -0.0812265 0.016858 -0.00317306 0.0198135
internal_weight=51.5713 44.5823 0.276326 0.180638 6.98902 2.59976 4.38926 0.14966 4.19844 0.753718 0.661142 0.574608 0.0365314 3.44472 2.4501 1.59461 0.855489 44.3059 0.616732 0.0961125 43.6892 0.362409 0.283411 43.3268 0.27335 0.122985 0.106074 0.150365 0.118838 0.0963032
internal_count=4034 3126 63 47 908 318 590 193 555 330 206 195 169 225 125 51 74 3063 125 101 2938 107 76 2831 328 159 158 169 159 138
is_linear=0
shrinkage=0.1


Tree=456
num_leaves=31
num_cat=0
split_feature=4 2 4 3 1 2 4 4 1 0 3 3 4 4 4 1 3 1 1 1 2 4 1 3 0 2 3 4 3 1
split_gain=0.00269462 0.0184838 0.0163422 0.0183384 0.0149356 0.0101575 0.0183289 0.00362267 0.00611216 0.00341339 0.00337781 0.00718185 0.00262082 0.00469685 0.00587681 0.0355918 0.0576924 0.0176225 0.0644921 0.0423905 0.0567609 0.00754344 0.0502003 0.0354951 0.0226173 0.00754631 0.0187097 0.0280503 0.0405136 0.00766071
threshold=34.466665687600006 0.22598000000000004 32.724174661450007 0.088555000000000023 69.563854125350005 0.10957500000000002 34.41230404325001 32.724174661450007 69.238550691600025 89.705782438650019 -0.50325999999999993 0.088435000000000027 35.050303764500008 35.419594101850009 37.038444968100009 70.171445662850019 -0.09053499999999999 65.687097501250022 65.611820673600008 65.536543845950021 -0.10946499999999999 37.784765830350004 73.037342029850024 0.099855000000000027 91.066142252700018 0.22598000000000004 0.09450500000000002 40.098777110850008 -0.059734999999999996 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 2 3 10 9 6 -6 8 -3 -4 -1 -12 -2 -14 15 17 -17 18 19 20 -15 22 23 24 -16 29 27 28 -27 -23
right_child=12 7 4 -5 5 -7 -8 -9 -10 -11 11 -13 13 14 21 16 -18 -19 -20 -21 -22 25 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.099898096662096342 -0.0049306690642719926 0.075579456407999776 0.053021596490644043 -0.086036979528733057 -0.10060867475844359 0.061563154255938807 0.043484837137952231 -0.10127714808552982 -0.10029418766823767 0.10026820142012072 -0.10022017235912073 0.097645572971570407 0.0090039768007318926 0.084441210256823218 0.052806343551907248 0.086267151805965794 -0.095920990101733508 0.0068885785498457169 -0.1031797151881402 0.075765827811231701 -0.085406558582012793 -0.00030428547554709606 -0.0021647685691500384 0.092471628269983439 -0.02274155483728392 0.096689930206150743 -0.0037986476400923164 -0.10187001849704716 -0.10035235308261373 0.004696730672812028
leaf_weight=0.0078646705141096618 1.0767715369816446 0.0037332653428165941 0.029740555148336512 0.023930556850608298 0.017214767612741433 0.020650456139264861 0.018119188956916332 0.014791006394943906 0.0041980971232078446 0.031473726965487003 0.0034271598836638226 0.0039471207455790136 0.57977803858128751 0.028758238798637592 0.083893147611887708 0.021529602713314944 0.090204622416202085 0.69023581880537677 0.072242836467921734 0.061369913164526224 0.062299161082150389 43.379067295066157 1.0533220041154505 0.10302473265767276 0.075102802224137122 0.023234549101744051 0.54297946310839507 0.051336306972206813 0.018941476154625714 3.2957542804237852
leaf_count=32 46 6 38 35 48 7 3 9 42 5 81 2 33 51 31 12 122 23 6 6 20 2130 60 15 18 17 31 65 33 1007
internal_value=-6.45285e-06 0.0122385 0.024485 -0.0314351 0.0431743 0.0058456 -0.0267178 -0.0720382 -0.0175111 0.0773138 0.0543091 0.00568846 -4.91922e-05 5.54448e-05 -4.9043e-05 -0.00753634 -0.0608159 -0.00102949 -0.0253555 0.0115292 -0.0317643 0.000109034 0.00757886 0.0467482 0.0171208 -9.86412e-05 -0.0109137 -0.0522274 0.0081972 4.88411e-05
internal_weight=51.4889 0.179091 0.156368 0.0391695 0.117199 0.0559844 0.035334 0.0227224 0.00793136 0.0612143 0.015239 0.00737428 51.3098 50.2331 49.6533 1.02664 0.111734 0.914906 0.22467 0.152427 0.0910574 48.6267 1.31534 0.262021 0.158996 47.3113 0.636492 0.0935123 0.042176 46.6748
internal_count=4034 308 251 150 101 58 51 57 48 43 115 83 3726 3680 3647 240 134 106 83 77 71 3407 124 64 49 3283 146 115 50 3137
is_linear=0
shrinkage=0.1


Tree=457
num_leaves=31
num_cat=0
split_feature=4 2 3 4 3 1 0 0 2 0 0 4 4 4 1 3 1 1 1 2 4 2 4 2 4 4 0 4 3 4
split_gain=0.0023332 0.0167046 0.020476 0.0170071 0.00800242 0.00654751 0.00586746 0.00524486 0.0199024 0.00413926 0.00325792 0.00211531 0.00383073 0.00497678 0.0319702 0.0513903 0.0153248 0.0583809 0.0366059 0.0495411 0.00650741 0.00303523 0.00407859 0.00373874 0.0351259 0.024392 0.092407 0.0042797 0.0155109 0.0748704
threshold=34.466665687600006 0.15844000000000005 0.076835000000000028 32.051492741500006 0.088555000000000023 69.563854125350005 97.225399829550014 99.744485097750015 0.10957500000000002 88.872360418250011 93.399723909900004 35.050303764500008 35.419594101850009 37.038444968100009 70.171445662850019 -0.09053499999999999 65.687097501250022 65.611820673600008 65.536543845950021 -0.10946499999999999 37.52517992975001 0.22598000000000004 40.00488309970001 0.13006000000000004 39.749124837650008 41.827117825850003 88.17067284620002 39.685256516350002 0.090735000000000024 39.420767558750008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 10 9 -7 -8 -9 -5 -1 -2 -13 14 16 -16 17 18 19 -14 -15 23 -23 27 -25 -26 -27 28 -22 -30
right_child=11 2 -4 5 -6 6 7 8 -10 -11 -12 12 13 20 15 -17 -18 -19 -20 -21 21 22 -24 24 25 26 -28 -29 29 -31
leaf_value=-0.10004788949366515 -0.0044239269547074658 0.044952089664572217 -0.10082258458405183 0.043254353067806159 -0.10066483751272573 -0.015008003982231991 0.10041459928148 -0.10034322225380439 0.10016432812310319 0.10019888222875598 0.097757899562497752 0.008155311020158186 0.08177151197599293 0.0099400350057306588 0.08375083778699062 -0.094778195641161023 0.0062244337655260502 -0.10287107058994559 0.072294450822521727 -0.082432380781562009 -0.0020342967167384109 0.00095394792253886476 -0.011052904722826775 -0.0059360665456771461 0.066039212092271912 -0.10296166898930953 0.067510993714579956 -0.00039475607648824625 0.0018707110106721703 0.0556878025222729
leaf_weight=0.0010851381192289169 1.0799232857066687 0.015770677732234617 0.02476943331831194 0.02668801204430693 0.013192377860844928 0.025096005272644106 0.01243427861481905 0.0083821501349645722 0.012091718794863482 0.024468030780553818 0.0035785335333537172 0.57629227960855089 0.026828728326350415 0.6627248981987951 0.02003697026611917 0.082556366815919269 0.68763943405792816 0.06555415503680706 0.058061330579221249 0.058302603014910193 3.0755791106535915 0.55613869057674559 0.57585363602889394 0.68114647883157786 0.13819311189888595 0.049448415043457317 0.089081005226944399 40.483254489885695 1.9999777496004045 0.29687841387931246
leaf_count=63 46 29 38 37 29 8 1 48 3 10 42 33 51 77 12 122 23 6 6 20 223 58 90 47 22 23 31 2649 159 28
internal_value=-6.50221e-06 0.0117746 -0.0441142 0.0296128 -0.0608614 0.0444123 0.0214124 0.0491869 0.0180751 0.070491 0.0517327 -4.50092e-05 4.92228e-05 -4.49464e-05 -0.00703175 -0.0599106 -0.00097965 -0.0247108 0.0110712 -0.0306843 9.86438e-05 -3.73883e-05 -0.00515403 8.63366e-05 0.00626964 0.0363137 0.00666036 -4.28249e-05 0.0026091 0.0088268
internal_weight=51.431 0.167556 0.0405401 0.127016 0.017856 0.10916 0.0580042 0.0329081 0.0204739 0.051156 0.00466367 51.2635 50.1835 49.6073 0.99898 0.102593 0.896386 0.208747 0.143193 0.0851313 48.6083 47.9456 1.13199 46.8136 0.957869 0.276723 0.138529 45.8557 5.37244 2.29686
internal_count=4034 308 67 241 134 107 60 52 51 47 105 3726 3680 3647 240 134 106 83 77 71 3407 3330 148 3182 123 76 54 3059 410 187
is_linear=0
shrinkage=0.1


Tree=458
num_leaves=31
num_cat=0
split_feature=0 3 3 2 2 0 0 2 0 1 3 3 0 4 3 2 4 0 0 1 1 2 3 3 3 3 0 3 2 3
split_gain=0.00205261 0.0266174 0.0278499 0.0118392 0.0106357 0.00823148 0.00489036 0.0142403 0.00339013 0.00890243 0.0415919 0.028502 0.0396026 0.00563222 0.0535171 0.0260715 0.00586843 0.00557015 0.0117266 0.0586676 0.00965358 0.00549034 0.00339936 0.0188814 0.0333011 0.014011 0.0323406 0.014478 0.0162285 0.0280104
threshold=102.89804648475001 0.090735000000000024 0.089835000000000012 -0.086139999999999994 -0.076484999999999984 102.31465107045001 103.48144189910001 -0.085584999999999994 97.878695155250014 75.499969677400017 0.092835000000000015 0.085235000000000019 97.752337623100019 41.178189531300006 0.08895500000000002 -0.16048499999999999 40.206947806850003 101.10215645365001 98.911063077300014 74.058956119450016 80.468240302450013 0.23835000000000003 0.093325000000000033 0.09551500000000003 0.096315000000000026 0.092260000000000023 86.420486603250012 0.091935000000000031 -0.094519999999999993 0.087795000000000026
decision_type=2 2 2 2 2 2 2 2 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 6 8 -5 -8 9 22 11 12 -11 16 -15 -16 17 18 -10 -20 -21 -18 25 -24 -25 27 -27 28 -1 -30
right_child=1 -3 -4 4 -6 -7 7 -9 13 10 -12 -13 -14 14 15 -17 21 -19 19 20 -22 -23 23 24 -26 26 -28 -29 29 -31
leaf_value=0.0030518029802963421 -0.10027208018699235 -0.1004982240207371 0.081347144917363265 0.10042981144797157 -0.0080449531570650819 0.011407229907536291 0.095218241800556602 -0.10083729330171796 0.0024705094527725973 -0.10045930435465078 -0.0021558044792268321 0.075723931823799606 0.096019954821415926 -0.0014219925105499113 -0.0056356753196423756 -0.10140107654544997 0.010150775925468553 0.001555458492324003 -0.0011229372047561728 -0.10153246895800579 -0.049890353613782211 -0.0031057269616170495 0.0092686244929176941 -0.022567499665254957 0.00080328207612395729 0.0013415050510704333 -0.026673186074775448 0.010795819836233064 -0.00010071988116292814 -0.0096588391359580701
leaf_weight=8.2473214667808694 0.013274434769767196 0.028291098146939753 0.038209155438750031 0.012886491604149342 0.49693069578777349 0.63166023714529629 0.0092863394085611617 0.0061638350374337856 0.54154835624990461 0.024574271426501038 0.56907871786552278 0.13508323842370373 0.017610059177968651 1.135557450375593 0.042566617041302379 0.085588566576916381 0.77359821693971731 1.0806375223153279 0.49707598536042497 0.065951782883416854 0.080234156135702506 0.52407009755552281 2.4395461405607675 0.63896243300405231 13.310399706332673 1.0816104517188865 0.66569300029368594 1.1686684297155796 13.012152965464066 4.0111461686621324
leaf_count=837 395 217 20 1 274 47 4 49 27 92 18 24 2 149 20 45 41 75 4 71 13 9 71 29 508 17 52 23 702 198
internal_value=-6.09906e-06 -0.00579624 -0.00115086 -0.00700404 -0.00464699 6.28898e-05 0.054942 0.017002 -8.00007e-05 0.000188321 0.0110196 0.0533162 -0.0184381 -0.00259942 -0.0083353 -0.0695927 -0.00056511 -0.00363661 -0.00837218 -0.0175004 -0.0731887 0.00479707 6.96855e-06 0.00115221 -0.000267237 -0.000658924 -0.00933162 -8.57687e-05 -0.000589 -0.00235287
internal_weight=51.3854 0.605042 0.576751 0.538542 0.525267 50.7803 0.0283367 0.0154502 50.1487 45.3218 0.746346 0.177268 0.0421843 4.82683 1.26371 0.128155 3.56312 2.26545 1.18481 0.643262 0.146186 1.29767 44.5755 16.3889 13.9494 28.1866 1.7473 26.4393 25.2706 17.0233
internal_count=4034 960 743 723 328 3074 54 53 3027 2573 136 118 94 454 214 65 240 190 115 88 84 50 2437 608 537 1829 69 1760 1737 900
is_linear=0
shrinkage=0.1


Tree=459
num_leaves=31
num_cat=0
split_feature=2 2 4 4 0 2 4 2 2 3 4 2 2 2 1 3 3 0 0 0 3 1 0 1 3 0 3 3 2 4
split_gain=0.00275187 0.0283911 0.203831 0.0320034 0.0275371 0.0143506 0.00993613 0.0373449 0.0382846 0.0303804 0.0546917 0.0156028 0.00913185 0.00934078 0.00850212 0.0364303 0.0981967 0.0474615 0.0425239 0.0297505 0.0224482 0.0129125 0.0404379 0.0982325 0.0619386 0.0272989 0.11493 0.115165 0.109041 0.0163464
threshold=-0.06828999999999999 -0.058374999999999996 40.241071441700008 39.749124837650008 86.420486603250012 -0.072524999999999992 43.631818398850008 -0.098419999999999994 -0.10290999999999999 0.09091500000000001 43.680097826700013 -0.10423499999999999 -0.62218499999999988 -0.54526999999999992 75.271450736300025 0.088220000000000021 0.087245000000000031 98.413698323200009 101.55650587770002 102.03236296680001 0.086230000000000015 69.999384342500022 90.407470010750018 67.074341896550024 0.087555000000000022 96.682331287150021 0.090390000000000012 0.09091500000000001 -0.095854999999999996 37.999598532650005
decision_type=2 2 2 2 2 2 2 2 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 -4 6 14 8 11 10 -9 12 -8 -14 21 16 17 -16 -19 -20 -21 22 29 -24 -25 26 -23 -28 -29 -1
right_child=1 -3 4 -5 -6 -7 7 9 -10 -11 -12 -13 13 -15 15 -17 -18 18 19 20 -22 25 23 24 -26 -27 27 28 -30 -31
leaf_value=0.019678351675697162 -0.013121577176852759 0.00026989497202637043 0.037966207740568914 -0.10430831342833069 0.092656981410996597 -0.014124733276216613 0.095965660658384563 0.09851358810695926 -0.10089357578295144 0.096218099453122249 -0.078014213924772494 0.098606751847289398 -0.073564075982057775 0.0027035134910072291 0.05634719862537664 3.4422972451101479e-05 0.099973389769115129 -0.10196678974245339 0.092211532174176936 -0.10071631125047827 0.085811181031183667 -0.10139144876313998 0.095111437348159564 0.045734248904093042 -0.040001682934409352 -0.0029672424399824551 0.087020680087845859 0.033450731410433004 -0.10156183637328933 -0.0011715039806484747
leaf_weight=0.3827646626404676 0.062307971726627609 22.049075523340168 0.18720792898238869 0.10068060300545767 0.18114795192605015 0.76975160592317493 0.0090942163244704943 0.033553699002368709 0.038809113320894539 0.080182733320270927 0.036798970159889421 0.017550667049363256 0.018529878519375487 0.12039983917655706 0.069485766297588458 1.8783779377868013 0.13933504546193376 0.065963750890830397 0.026997177033990738 0.023640518485621154 0.0088738895658124761 0.15080038291262043 0.15170263050822441 0.15254524257125013 0.18824530887650326 2.6828324355491873 0.11135357728926465 0.11617310893927879 0.12331648902821257 21.350862324318211
leaf_count=219 29 1352 19 25 23 54 9 4 34 10 50 2 75 538 18 276 25 28 6 233 27 106 28 20 32 56 7 41 51 637
internal_value=-5.83204e-06 0.000820345 0.0236622 -0.0694491 0.0648617 -0.000654763 -0.000284169 0.0163412 -0.0114974 0.054138 0.0061782 0.00945626 -0.001114 -0.00746875 -0.000497781 0.00544753 0.0358633 -0.00995501 -0.0466719 0.0146181 -0.0498089 -0.00101548 -0.000162213 0.0281731 -0.00162442 -0.00697088 -0.0283827 0.00299818 -0.0360691 -0.000804304
internal_weight=51.3284 22.5804 0.531344 0.162989 0.368356 28.7479 27.9782 0.354919 0.204384 0.150535 0.0703527 0.165575 0.148024 0.13893 27.6233 2.21267 0.334296 0.194961 0.125475 0.0595116 0.0325144 25.4106 22.2261 0.492493 0.340791 3.18448 0.501644 0.350843 0.23949 21.7336
internal_count=4034 1448 96 54 42 2586 2532 722 658 64 54 624 622 613 1810 613 337 312 294 266 260 1197 936 80 52 261 205 99 92 856
is_linear=0
shrinkage=0.1


Tree=460
num_leaves=31
num_cat=0
split_feature=4 2 2 3 3 4 4 2 2 0 4 1 1 0 1 3 3 0 4 3 0 4 3 2 3 3 2 2 1 1
split_gain=0.0022707 0.0156119 0.0249731 0.0195067 0.0507061 0.0263043 0.0107091 0.00973679 0.110087 0.0361205 0.0474528 0.0307437 0.0166831 0.0206514 0.0148701 0.0144309 0.0322648 0.0118949 0.0103838 0.00925624 0.00895399 0.00772541 0.00761533 0.0282047 0.0160785 0.0668691 0.04815 0.0180995 0.0202741 0.0134413
threshold=40.563919884450009 -0.12546499999999997 -0.117885 0.096010000000000026 0.11148000000000002 40.241071441700008 40.80591513400001 -0.13953999999999997 -0.14259499999999997 86.420486603250012 43.426640904350009 62.116825104000007 75.271450736300025 98.674478761850011 78.285212300550015 0.087715000000000029 0.098105000000000026 95.620390325650007 40.890797847750008 0.097015000000000032 100.91127592640002 40.750688432250008 0.086030000000000009 -0.10051499999999999 0.082535000000000011 0.084360000000000018 -0.081354999999999997 -0.095854999999999996 62.052302108850007 61.907125369850007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 19 -6 21 8 9 10 -8 -11 15 -14 -15 -13 17 -17 -9 -5 -16 -2 24 29 -20 26 -26 -27 -29 -24
right_child=6 2 -4 4 5 -7 7 18 -10 11 -12 12 13 14 20 16 -18 -19 22 -21 -22 -23 23 -25 25 27 -28 28 -30 -31
leaf_value=-0.0042559670994650372 -0.0037178867691322636 0.020828875472036261 0.00098931296148016979 -0.10004073863705043 -0.025893414991828761 0.086697732122066801 -0.093938166354356839 0.0073329420045719854 0.098229376719682238 0.066738971473848593 0.012986838529819923 0.0025530166779224746 0.081224970115702899 -0.10027203134083028 0.088088846073936411 0.065630327020532828 -0.083138065281340615 -0.021744035195464237 -0.00087117049689211946 -0.045358278268374769 -0.045255271302988655 -0.016513802561555099 -0.0050455189478350428 -0.001055127449281743 0.0076520706082384262 0.016164454163295008 0.094088022609416441 0.0090286021811841477 -0.016632691335193951 -0.026736369329037713
leaf_weight=1.6484515987091235 2.6976002651007494 0.65789800982779922 17.81293714856001 0.072277933824636764 0.047277369785859946 0.036980793811380863 0.088413681314946646 1.6354049446704042 0.12381158782775736 0.077485842863097676 0.078229793466968012 1.0879991184862232 0.055465078549843727 0.013290616391486765 0.01262267472608869 0.028431941980670561 0.063904979142535012 0.034471389993996127 7.7605248303352052 0.054145089756341136 0.0083783306091551601 0.57183976827258209 0.50565421461033 13.265035507388395 0.11459567830661399 0.62518347955053255 0.14727241332340701 0.57507445310284266 0.662652275167261 0.65671805719414778
leaf_count=416 126 20 997 20 40 7 40 28 11 8 176 123 55 16 12 26 18 18 607 29 266 15 12 703 36 24 33 20 71 61
internal_value=-3.93629e-06 0.000816794 0.00169596 -0.00791791 -0.0365704 0.0235227 -0.000544091 9.65077e-05 0.00749189 0.000237803 -0.0437429 0.00554086 0.00190594 0.043509 -0.0174948 -0.00116793 -0.0330931 0.0177487 -0.000380167 -0.0766211 0.0348913 -0.00595595 -0.000898993 -0.00236396 0.0012391 0.00894665 0.0562629 0.00229543 -0.0047099 -0.0173004
internal_weight=51.22 20.33 18.4708 1.85913 0.210681 0.0842582 30.8901 27.6206 1.67251 1.54869 0.166643 1.38205 1.30456 0.0897567 0.0342916 1.21481 0.126808 0.0629033 25.9481 0.126423 0.021001 3.26944 24.3127 14.4274 9.8853 2.12478 0.261868 1.86291 1.23773 1.16237
internal_count=4034 1529 1017 512 96 47 2505 2364 769 758 216 542 534 349 294 185 62 44 1595 49 278 141 1567 776 791 184 69 115 91 73
is_linear=0
shrinkage=0.1


Tree=461
num_leaves=31
num_cat=0
split_feature=2 2 4 4 0 2 4 2 2 3 4 2 2 2 1 3 3 0 0 3 1 0 3 1 0 3 3 2 4 0
split_gain=0.00211887 0.0244142 0.175615 0.0313429 0.0277331 0.0117064 0.00837969 0.0335973 0.0344181 0.0275922 0.0481182 0.0139841 0.00793674 0.00790281 0.00714263 0.0302402 0.090615 0.0386528 0.0383238 0.026336 0.0132175 0.0358121 0.111979 0.0655012 0.024579 0.102254 0.103106 0.0948527 0.0120969 0.0114471
threshold=-0.06828999999999999 -0.058374999999999996 40.241071441700008 39.749124837650008 86.420486603250012 -0.072524999999999992 43.631818398850008 -0.098419999999999994 -0.10290999999999999 0.09091500000000001 43.680097826700013 -0.10423499999999999 -0.62218499999999988 -0.54526999999999992 75.271450736300025 0.088220000000000021 0.087245000000000031 98.413698323200009 101.55650587770002 0.083950000000000011 69.999384342500022 90.297243227400017 0.09551500000000003 66.590419433100024 96.682331287150021 0.090390000000000012 0.09091500000000001 -0.095854999999999996 38.969453495950006 86.83719761350001
decision_type=2 2 2 2 2 2 2 2 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 -4 6 14 8 11 10 -9 12 -8 -14 20 16 17 -16 -19 28 21 29 23 -23 25 -22 -27 -28 -20 -1
right_child=1 -3 4 -5 -6 -7 7 9 -10 -11 -12 -13 13 -15 15 -17 -18 18 19 -21 24 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.00041087258738317601 -0.011921913873932202 0.00022544205819788996 0.03476461039789093 -0.10390168924767769 0.09102602924827452 -0.012716135243301112 0.094994238862629088 0.097829960519970061 -0.10081102359581436 0.095316732667201698 -0.074611711159360689 0.098095748734200072 -0.070324370019246948 0.0021649805245236887 0.049915067332293957 0.00032265760328692325 0.09980920860848716 -0.101766455085226 0.079711743070462124 0.075269154332692823 -0.10123451455648624 0.096162178547624974 -0.045059032599509274 0.016924479376254114 -0.003291018831506494 0.084317151813985497 0.028816630412664364 -0.10141188994198312 -0.10070830826107253 -0.0054519840652949058
leaf_weight=17.486954261721063 0.062240597234281547 22.0424570347216 0.18460816717197304 0.09152488352265209 0.16675784394715265 0.77241837081307707 0.0080941968182202118 0.03032892009650956 0.035117194245685823 0.07328557706000538 0.034690513891392882 0.015702753618825227 0.017189836854745622 0.12022585852481293 0.065718896142526087 1.8767432147115353 0.12466862916627974 0.059592866514776688 0.0046250829329054629 0.030773481397100788 0.13570129316997226 0.18539366933691681 0.1672156632412225 0.23857460116869333 2.6735290059869499 0.10389504983322695 0.11196602996810157 0.11175029524517299 0.018912041150343839 4.1136767752432197
leaf_count=682 29 1352 19 25 23 54 9 4 34 10 50 2 75 538 18 276 25 28 75 63 106 28 18 41 56 7 41 51 128 167
internal_value=-1.41114e-06 0.000723573 0.0224605 -0.0666705 0.0614662 -0.000572637 -0.000235769 0.0154933 -0.0111012 0.0532454 0.00582531 0.00844039 -0.0012348 -0.00690298 -0.000427102 0.00506402 0.0343068 -0.0111558 -0.0463918 0.0143686 -0.000899939 -4.10852e-05 0.0242412 0.0515737 -0.00697596 -0.0282398 0.00199569 -0.0362348 -0.0652555 -0.000705664
internal_weight=51.1643 22.5476 0.505131 0.153765 0.351366 28.6167 27.8443 0.334635 0.19633 0.138305 0.0650194 0.161213 0.14551 0.137416 27.5097 2.18103 0.304291 0.179622 0.113903 0.0543106 25.3287 22.1918 0.591184 0.423968 3.13684 0.463313 0.327611 0.223716 0.0235371 21.6006
internal_count=4034 1448 96 54 42 2586 2532 722 658 64 54 624 622 613 1810 613 337 312 294 266 1197 936 87 69 261 205 99 92 203 849
is_linear=0
shrinkage=0.1


Tree=462
num_leaves=31
num_cat=0
split_feature=4 2 2 3 2 4 4 0 2 0 0 0 3 2 2 4 1 3 0 0 4 4 3 0 3 4 2 2 3 3
split_gain=0.002253 0.0124281 0.0202474 0.0151505 0.0440431 0.0342237 0.0173088 0.0100795 0.0283883 0.0633442 0.0267875 0.0178751 0.0437108 0.0148208 0.0544132 0.0492505 0.0368792 0.0111517 0.0111322 0.00886167 0.00874197 0.0887138 0.15796 0.0567512 0.0534639 0.0106419 0.0184772 0.0175661 0.0565095 0.0527442
threshold=40.563919884450009 -0.12546499999999997 -0.117885 0.096010000000000026 -0.15731999999999999 40.280372415600006 35.509685375550013 85.812895065800021 -0.091919999999999988 85.705356740550016 85.121961326250016 85.995710218650018 0.10932000000000001 -0.073609999999999995 0.0023400000000000005 41.646178195200001 61.998532946250002 0.09062000000000002 81.87699236280001 86.103248543850015 41.872294782850005 41.481306584950012 0.086030000000000009 87.350693116400024 0.096315000000000026 40.80591513400001 -0.079634999999999997 -0.0019399999999999999 0.10220000000000003 0.089675000000000019
decision_type=2 2 2 2 2 2 2 2 2 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 -5 8 9 10 17 12 -9 -10 15 -15 -17 18 -2 -13 21 25 -23 -24 -25 -21 -27 28 29 -28
right_child=7 2 -4 4 -6 -7 -8 11 13 -11 -12 19 -14 14 -16 16 -18 -19 -20 20 -22 22 23 24 -26 26 27 -29 -30 -31
leaf_value=-0.0038456293356527956 0.0060987299597120362 0.018977883485997292 0.00097123985410406746 0.037017604665435862 -0.087941798772937146 0.10023128425651764 -0.057346488058820137 -0.029728045916970661 -0.00064310022320355641 0.084582607166097945 -0.10044654993530291 0.015450892794126161 0.0023988337562764993 0.078896810199559173 -0.08988002384254995 -0.10139302507514843 0.044947158306149232 0.061451829388655822 -0.10048660328202207 -0.0045793765170671378 0.00089075513637219882 0.0016133506844859887 -0.10493509187627784 -0.07652401245445703 0.03959590583638372 -0.001201764159015426 0.020725122108743565 0.001676249501502072 0.0026335168352780501 0.10134356954930779
leaf_weight=1.6523461255096759 0.062340084111747962 0.64720273771821979 17.769356296526077 0.02970766677890424 0.084318168054561826 0.029422258897568554 0.056229921488807122 0.72279462203005351 2.2339833073797313 0.13440760612138547 0.027664258683671505 0.34568842043518344 1.0227383128039944 0.13952966275701406 0.035092371795155231 0.032709565812247376 0.036367434601714876 0.03020704291589027 0.011626719027844956 3.1944205314911631 15.093235032698932 0.63575973093884453 0.26921381056308746 0.10018193223163507 0.065622759451798629 4.4689042596418309 0.20235717760243721 1.1432841698333511 0.64966545986681012 0.1354902305174619
leaf_count=416 189 20 997 22 16 6 52 51 93 19 39 36 7 12 157 25 32 21 70 70 1306 59 21 31 20 126 43 48 15 15
internal_value=3.89259e-08 0.000818784 0.00160404 -0.00698979 -0.0330079 0.00714416 -0.0247259 -0.000538871 0.00524564 0.0362744 -0.0129753 -0.00110474 -0.0109043 0.00191137 0.0253281 0.0447087 -0.0243483 0.0102535 -0.0106552 -0.000454435 -0.000666249 -0.0028292 -0.0301577 -0.0765896 -0.0305657 0.00015859 0.00245188 0.0101147 0.0198841 0.0530563
internal_weight=51.0619 20.2686 18.4166 1.85202 0.199678 0.11536 0.0859376 30.7933 2.74393 0.266246 0.131838 28.0494 1.74553 2.47768 0.243699 0.208607 0.069077 0.104174 0.0739668 26.3038 25.9581 10.8649 1.07078 0.435019 0.165805 9.79412 6.5997 2.1308 0.987513 0.337847
internal_count=4034 1529 1017 512 96 80 74 2505 657 338 319 1848 58 319 226 69 57 280 259 1790 1754 448 131 72 51 317 247 121 73 58
is_linear=0
shrinkage=0.1


Tree=463
num_leaves=31
num_cat=0
split_feature=0 1 2 1 1 1 4 1 2 2 3 3 1 4 4 1 4 2 1 2 0 4 2 3 3 4 1 0 1 0
split_gain=0.00223489 0.0154148 0.0294005 0.0122116 0.0108514 0.00883636 0.0229633 0.0285886 0.0120949 0.0520854 0.00929356 0.0101655 0.00805299 0.00779808 0.00961821 0.0217206 0.00713421 0.0158269 0.00704625 0.0146375 0.00578856 0.0147341 0.00644457 0.0281799 0.0273947 0.0488009 0.0275547 0.0429805 0.0158899 0.00625169
threshold=97.878695155250014 81.479100559500012 -0.085584999999999994 83.740093847200015 87.030766598900016 78.527173532250018 41.178189531300006 76.279622535200005 0.061925000000000015 -0.041369999999999997 0.11278000000000003 0.089675000000000019 87.33187390945001 42.198888176300009 39.458743938000005 79.40629934090002 43.680097826700013 -0.51146999999999998 83.116371560950014 -0.086139999999999994 97.521130223850008 40.340071172300007 0.12427500000000002 0.11278000000000003 0.086955000000000018 40.280372415600006 62.041548276350007 93.692765846100016 64.184249406300026 96.959242474650011
decision_type=2 2 2 2 2 2 2 2 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 5 3 18 -4 6 10 16 9 13 11 -2 -6 14 -7 -16 -8 -18 19 -3 22 -22 29 24 25 -24 -26 28 -28 -1
right_child=1 2 4 -5 12 8 7 -9 -10 -11 -12 -13 -14 -15 15 -17 17 -19 -20 -21 21 -23 23 -25 26 -27 27 -29 -30 -31
leaf_value=0.00014503721352732412 0.0010602032953875374 -0.10020306342367893 -0.10099991529032069 -0.10029917093443652 0.0891329083857616 0.020314976782103839 -0.10135762220862238 -0.0034717912112628029 -0.0012616002333828604 0.061803064083502293 0.006995570376685383 -0.017217134067692669 -0.10019022814892775 0.0044961917377999037 0.0061762777232837246 -0.10099804438433942 0.098812705724362321 -0.10017454926838754 0.074633438803047999 0.093262936895354642 -0.0047150208196560803 0.017278801816352825 0.084160292657674995 0.047649139776154245 0.0044197878059424271 -0.047030946652646816 -0.027118100443547469 0.030051285737975244 -0.10113674231328917 -0.0052730266702834877
leaf_weight=40.47530933372088 0.59735153933664242 0.0084659868206315991 0.053621775294337759 0.0071321786454427152 0.0057578770229156362 0.03296368740318234 0.062026394289205089 0.091430211411783091 3.041052111684337 0.1695375643666921 0.59527814837474569 0.6202874083372194 0.0036843654481000243 0.55281470208699091 0.040087863468215801 0.035794744191662176 0.0062291600879689204 0.011155058639474191 0.024929416832302209 0.0072680834055054147 0.57071774334644831 0.65322107529641471 0.090748603652174742 0.15172372950610225 0.58783633915459177 0.041239399186708603 0.046294880157802254 0.059260818270558957 0.077646074900751927 2.2479337846707486
leaf_count=2275 63 101 152 398 5 28 30 39 42 35 42 59 281 60 12 32 2 61 16 3 21 25 39 26 30 39 12 15 40 51
internal_value=-8.85708e-07 -0.00181941 -0.0387605 0.0203939 -0.0835931 -0.00112008 -0.00654725 -0.0415955 0.00166026 0.0123503 -0.00324447 -0.0082506 0.015259 -0.000320992 -0.0247868 -0.0443791 -0.0854896 -0.0288729 0.0415629 -0.0108348 0.000240235 0.00702317 5.05983e-05 0.00777254 0.00107259 0.0431698 -0.00613371 -0.0399965 -0.073489 -0.000140041
internal_weight=50.9688 5.96687 0.11086 0.0477957 0.063064 5.85601 1.98376 0.170841 3.87225 0.831199 1.81292 1.21764 0.00944224 0.661661 0.108846 0.0758826 0.0794106 0.0173842 0.0406635 0.0157341 45.0019 1.22394 43.778 1.05475 0.903026 0.131988 0.771038 0.183202 0.123941 42.7232
internal_count=4034 1461 956 518 438 505 296 132 209 167 164 122 286 132 72 44 93 63 120 104 2573 46 2527 201 175 78 97 67 52 2326
is_linear=0
shrinkage=0.1


Tree=464
num_leaves=31
num_cat=0
split_feature=3 3 1 2 2 1 0 3 2 3 0 1 0 3 2 3 1 4 4 1 0 1 1 2 2 2 2 4 0 1
split_gain=0.00241633 0.00883518 0.0221244 0.0212598 0.0835189 0.0132977 0.0954882 0.0193026 0.0511171 0.0136206 0.0119933 0.0272439 0.0176958 0.0117938 0.00913474 0.0284134 0.0444689 0.0441403 0.020402 0.00861728 0.0402283 0.010956 0.0138955 0.00799418 0.0694699 0.0156314 0.0206836 0.0451295 0.109061 0.0221929
threshold=0.10249000000000003 0.093325000000000033 61.923256118600001 -0.13125999999999996 -0.14910499999999999 62.095317438950012 94.203572890950014 0.09551500000000003 -0.086719999999999992 0.09551500000000003 87.170566421650008 69.999384342500022 99.744485097750015 0.096315000000000026 0.15607500000000005 0.083365000000000022 76.830756451950009 41.066313126200008 40.098777110850008 61.853356207250009 85.877418060900013 61.622148808000013 61.049507226200006 -0.095204999999999998 -0.117885 -0.086139999999999994 -0.037054999999999998 40.413896136950008 102.31465107045001 62.030794443850006
decision_type=2 2 2 2 2 2 2 2 2 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 10 9 7 -7 -9 -5 -4 -12 13 -13 19 18 -17 -18 -16 20 21 22 -1 24 -2 -25 27 -27 29 -29
right_child=23 2 3 5 -6 6 -8 8 -10 -11 11 12 -14 -15 15 16 17 -19 -20 -21 -22 -23 -24 25 -26 26 -28 28 -30 -31
leaf_value=0.0063837073111560009 0.0010794575640420314 0.01980767798999029 -0.046657593086547849 0.0051249683108002229 -0.10507154720517842 0.075010039016796468 -0.00018286408773308038 -0.017261240746260301 0.064282912757996358 -0.010242406896332183 0.077049849810668883 -0.10041789102441928 0.040719263791994809 0.0019650877525492533 0.062984388576225181 -0.091827835944132005 -0.06804413804354946 0.099162840579357425 -0.034587851051406167 -2.8122942842208793e-05 -0.10262465735275278 0.059200982778619071 -0.10059696138213403 0.0058934099814909741 -0.082555193443300257 -0.0013126900434129443 0.00093108211814174255 -0.040245540466338929 0.0034758160093057429 -0.08625184669893296
leaf_weight=0.079660220547618787 0.70094546071897668 0.75710359717754627 0.026725121744675562 1.1085730582708495 0.088622656709048786 0.16837143167708779 2.7710651328085198 0.12392459109582887 0.20247662404290168 1.2022714789709423 0.060727741481969133 0.024351843107865534 0.036147573322658388 0.020913875158839801 0.054826978850556318 0.088500298773300123 0.030683293514954357 0.03252215469897024 0.035180920348238942 31.313727183438793 0.04587501086643897 0.030330686584875366 0.014324488143358849 2.8603958596457355 0.11571252494772899 2.1907836121163977 5.802926821815908 0.19350025569539742 0.51181988918838783 0.22887262272615772
leaf_count=379 111 48 5 11 10 20 149 24 39 32 21 25 51 20 75 72 33 11 38 2439 5 9 13 43 48 71 180 21 3 28
internal_value=-1.72647e-06 0.000393369 0.00372482 0.00163773 -0.0264553 0.00293486 0.00704245 0.0475092 0.0333231 -0.00287027 0.0148033 0.0263591 -0.0114522 -0.0531144 -0.000298768 -0.0196646 -0.0460735 0.0179917 0.0248468 -0.00015009 -0.022591 0.0069431 -0.00992153 -0.00120275 -0.0107708 -0.000539904 -0.00260106 -0.00916008 -0.0275631 -0.0651751
internal_weight=50.9219 38.3169 6.59127 5.83417 0.257489 5.57668 3.26584 0.494773 0.326401 2.31084 0.168866 0.142141 0.0814133 0.0452657 31.7256 0.241714 0.151706 0.0632054 0.0900079 31.4839 0.17019 0.124315 0.0939847 12.605 0.816658 11.7883 8.9279 3.12498 0.934193 0.422373
internal_count=4034 3529 455 407 132 275 232 83 63 43 122 117 96 45 3074 229 116 44 113 2845 406 401 392 505 159 346 303 123 52 49
is_linear=0
shrinkage=0.1


Tree=465
num_leaves=31
num_cat=0
split_feature=3 3 2 3 1 0 2 0 1 3 3 1 2 2 4 2 2 1 4 2 2 2 2 4 3 1 4 3 3 3
split_gain=0.00219124 0.0469838 0.0557 0.00778722 0.037711 0.122101 0.00943269 0.0144663 0.00545156 0.0407606 0.0213539 0.0127008 0.0291899 0.0102593 0.0470124 0.0830012 0.0232291 0.0113511 0.0268698 0.0466213 0.011885 0.0102113 0.0150373 0.0297786 0.104841 0.064149 0.0525474 0.0271801 0.0273435 0.0254376
threshold=0.11531000000000002 0.11243000000000002 0.010890000000000002 0.12535000000000004 61.987779113750001 90.633300493650012 -0.028049999999999999 92.501778894350011 61.987779113750001 0.10371000000000001 0.097450000000000023 62.009286778800011 -0.071864999999999998 -0.037054999999999998 40.206947806850003 -0.016334999999999999 0.086310000000000026 61.853356207250009 37.999598532650005 -0.13509999999999997 -0.14138499999999998 -0.094519999999999993 -0.079634999999999997 42.402981339000007 0.092835000000000015 62.165217350350012 42.865207177650007 0.092260000000000023 0.11002000000000002 0.091935000000000031
decision_type=2 2 2 2 2 2 2 2 2 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 -5 -8 9 10 13 12 -10 17 -15 -16 -17 18 -1 20 -20 -13 23 27 25 -25 -27 29 -29 -23
right_child=3 2 -4 6 5 -7 7 -9 11 -11 -12 21 -14 14 15 16 -18 -19 19 -21 -22 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.071731541507831939 0.0037604034174624971 0.086336794816362528 -0.015004178350416151 -0.0023604133952825328 -0.094867667304802616 0.042815386083627595 0.017735900698262606 -0.0048749659807125608 0.00011444940331417066 -0.025803784657400065 0.0096464506119365717 0.0027471522576989565 0.023822630758651799 0.067600539628291628 0.10049336090579433 -0.10258902523171487 0.043014110240739083 -0.0037535862572182534 -0.0050923541506421414 -0.095326035157738784 0.098987740012000391 -0.00135903067094495 0.000250089912975522 -0.10455384260160872 0.0093835584735806696 -0.075101227341269117 -0.0013089189243460073 -0.026598295708024435 0.0032804823882123138 0.021221887680103184
leaf_weight=0.022876045650839116 0.58057854744402071 0.13540009021815436 0.090477071703887191 4.736506547894983 0.165886364056405 0.10529504876466511 0.64040165162805329 0.50695381840171194 1.6704722780762042 0.68083807091170445 1.6605269339795539 9.7470093897128773 0.75360430232831177 0.10077375142155753 0.036643482799775029 0.07063516613843035 0.012968685505782673 3.7995017915356688 0.05951293307940142 0.083499673915867434 0.013451270822770311 2.5999996885895906 19.505430889181014 0.15895256568478522 0.59697707583472948 0.15671981734971041 0.25113990211876924 0.74567296324234866 0.51979158539415948 0.61732707044575352
leaf_count=99 20 26 23 100 27 32 25 22 45 24 41 1342 18 32 9 125 24 165 157 24 6 160 1254 65 14 29 54 62 4 6
internal_value=-3.55938e-06 0.000253079 0.0457438 -0.00168347 -0.0106201 -0.0414077 -0.000389777 0.00774539 1.88264e-05 -0.00264413 4.64738e-05 0.000485534 0.00748492 -0.00374913 0.0172211 -0.0249996 -0.080003 -0.00491401 -0.0294988 -0.0442993 0.0140953 -6.41012e-07 -0.00106548 -0.00560994 -0.0198626 -0.0506652 -0.0296636 -0.00190977 -0.0143255 0.0029737
internal_weight=50.8258 44.0902 0.225877 6.73562 0.85176 0.271181 5.88386 1.14736 43.8643 6.54123 5.86039 37.3231 2.42408 4.19986 0.221021 0.120247 0.0836039 3.97884 0.17934 0.156464 0.0729642 34.899 25.152 5.64658 1.16379 0.566812 0.40786 4.48279 1.26546 3.21733
internal_count=4034 3808 49 226 79 59 147 47 3759 706 682 3053 63 641 190 158 149 451 286 187 163 2990 1648 394 162 148 83 232 66 166
is_linear=0
shrinkage=0.1


Tree=466
num_leaves=31
num_cat=0
split_feature=3 3 1 3 1 2 2 0 1 2 4 1 2 3 1 1 4 3 3 4 1 0 1 3 3 3 0 2 1 3
split_gain=0.00233702 0.00772743 0.0176608 0.0159645 0.0659005 0.0179972 0.0783792 0.0118381 0.0133555 0.0383443 0.0189256 0.0117412 0.0082694 0.0252103 0.0365118 0.0440445 0.0153238 0.00796496 0.00795984 0.0101379 0.00789836 0.0151002 0.00726976 0.00661702 0.00840179 0.0181468 0.0142345 0.00693136 0.0361122 0.0153398
threshold=0.10249000000000003 0.093325000000000033 61.923256118600001 0.094725000000000018 62.041548276350007 -0.13125999999999996 -0.14910499999999999 97.521130223850008 62.095317438950012 -0.067109999999999989 40.280372415600006 71.397382570300024 0.15607500000000005 0.080515000000000017 76.830756451950009 78.962703749400006 40.098777110850008 0.09914000000000002 0.09450500000000002 41.035283712600005 68.910558799650019 97.752337623100019 72.01572794030001 0.10335500000000002 0.10507500000000002 0.10661000000000002 95.469836670350006 -0.093879999999999991 62.272755675600003 0.11002000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 18 -5 6 11 8 -7 -10 -11 -6 -1 16 -15 -16 20 -13 19 22 -14 -22 -4 -2 26 -26 -25 28 -27 -29
right_child=23 2 3 4 5 7 -8 -9 9 10 -12 17 13 14 15 -17 -18 -19 -20 -21 21 -23 -24 24 25 27 -28 29 -30 -31
leaf_value=-0.00012580147074612761 -0.0073219675799308 0.018016317670988127 0.017434321485847698 -0.068198734449668952 0.05131474547513263 -0.0011144701660004387 -0.1046425471250233 -0.0063349065040683734 0.0044418333989716128 0.020924681976879883 0.080988809371825218 -0.064095354353975828 0.08524036171002182 -0.086873436281677319 0.10055021682378058 -0.070559706105688999 -0.028172445639920558 0.030289156892427088 0.017775068973226709 -0.0062057990714136204 0.10021490063251511 -0.10024735904925697 0.0017310763728414368 0.022989073415405608 -0.017059422869566226 -0.063947051937301616 -0.0019264819584911661 0.014665764590520726 -0.00041221133928643136 -0.00051650822308260181
leaf_weight=31.413527670997929 1.5431641465543755 0.74391119317783783 0.612752809871836 0.14709083225898245 0.068325276790346834 1.0589666408486671 0.079935979330912565 1.0952311440777327 0.73335399068651075 0.098707477067363381 0.11196166109493788 0.018857172248829102 0.035237778400189046 0.084507191982980068 0.03010568235640676 0.030067271822961317 0.033225756407084361 0.01700243916274502 0.61193814497752885 0.58642162544606424 0.007417676446493715 0.0076155529427950341 0.56816825012285044 0.4006222783937109 0.67103608443438112 0.10401305599407074 0.53618895399581845 0.72666888794073248 0.63940061399187975 7.9052308939312272
leaf_count=2845 27 48 17 23 28 9 9 82 57 20 22 45 15 80 6 49 23 17 13 31 2 54 34 33 41 35 20 49 90 210
internal_value=-5.02828e-06 0.000383704 0.00350935 0.00165147 -0.00271519 0.00021931 -0.0301556 0.00202443 0.0065953 0.0152438 0.0528462 0.0269946 -0.000263581 -0.0192319 -0.0444832 0.0150499 0.0245225 -0.019344 0.00794547 0.00454199 0.0593504 -0.00133553 0.00987913 -0.00119032 -0.00032881 -0.0011734 0.00872852 -3.6357e-05 -0.00930155 0.000761598
internal_weight=50.7207 38.1943 6.55262 5.80871 3.42943 3.28234 0.184121 3.09822 2.00299 0.944023 0.210669 0.104185 31.6417 0.228177 0.14468 0.060173 0.0834968 0.0358596 2.37928 1.76734 0.050271 0.0150332 1.18092 12.5263 10.9832 10.0463 0.936811 9.37531 0.743414 8.6319
internal_count=4034 3529 455 407 312 289 99 190 108 99 42 90 3074 229 135 55 94 62 95 82 71 56 51 505 478 425 53 384 125 259
is_linear=0
shrinkage=0.1


Tree=467
num_leaves=31
num_cat=0
split_feature=3 3 4 1 2 2 4 1 4 2 4 4 2 4 2 0 0 2 1 0 0 2 4 4 1 1 4 4 0 2
split_gain=0.00189251 0.00629878 0.014595 0.0832248 0.0472712 0.0475981 0.0282839 0.0270609 0.0152771 0.00708279 0.0238424 0.0184487 0.0191112 0.0169139 0.0347482 0.0541844 0.0379107 0.0156979 0.0120283 0.0144494 0.00909026 0.00838264 0.0394513 0.105465 0.0125462 0.022085 0.0222392 0.0308761 0.0174325 0.0256539
threshold=0.10249000000000003 0.093325000000000033 41.50623664750001 62.00390986255001 -0.081874999999999989 -0.085584999999999994 41.942745071500006 61.966271448700006 43.631818398850008 -0.093879999999999991 37.627645350900004 34.41230404325001 -0.11347 39.896141435400004 -0.11103999999999999 92.313586825200005 89.953120586650016 -0.13125999999999996 65.020359884900017 85.861287312150012 87.009258933850006 -0.083954999999999988 42.488347682450005 43.218894539100006 62.020040611300011 61.987779113750001 41.535369675400013 39.458743938000005 94.625660817400004 -0.037054999999999998
decision_type=2 2 2 2 2 2 2 2 2 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 7 -4 5 6 -5 -3 -8 10 11 12 -1 14 15 16 20 -17 19 -13 -12 22 -11 -24 25 26 27 -23 29 -26
right_child=-2 2 3 4 -6 -7 8 -9 -10 21 13 18 -14 -15 -16 17 -18 -19 -20 -21 -22 24 23 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.10075125328889366 -0.0010711316806674474 0.022468750010086799 -0.10167382889980014 0.059642034825362837 -0.035021025379763371 0.096193069425952682 -0.061155584894504733 0.0020148091666381397 0.023692604452409644 -0.00029548018288977205 0.026204038900410266 -0.080258547667782704 0.097010332738902749 0.0017755688054835652 0.067732410739579349 -0.0012684197624309561 0.10028302945004573 -0.10311366123141108 -0.10082882103917151 0.10008364838620501 -0.050669428748794348 -0.0034941533567652279 -0.095335689536204415 -0.0062400165546580462 -0.0034734024186088321 0.013027862611406605 0.005915689930345587 -0.049713623342494365 0.00098878775228074126 -0.023922083897874914
leaf_weight=0.0073626140716742663 12.527075268382239 0.73686414375697484 0.087696989523692426 0.052956317742427927 0.16336947511570088 0.082416158285923302 0.061292348655108242 5.2936553472080474 0.032458180332923803 3.0291483905543681 0.029660335319704245 0.010785294840484738 0.014530315851799203 8.9702599112857921 0.11968724366488359 0.022139129481061559 0.05549758443794417 0.047831815085373819 0.049303574748329027 0.0075548251625150433 0.031954563921317458 0.51606110276693451 0.16935594435713586 0.61653338198584606 4.7159506081479776 1.7502916829944295 1.1736658859470415 0.20076275804058241 9.3860945200549342 0.70526035512608665
leaf_count=130 505 40 25 16 41 7 38 270 18 125 33 58 8 1035 35 63 9 6 80 3 8 27 47 39 204 44 148 57 650 265
internal_value=-4.72586e-06 0.000345531 0.00317803 -0.0136007 0.006078 0.0353825 0.00122061 0.00451406 -0.0317796 -0.000237514 0.00206954 -0.0492862 0.0305029 0.00256519 0.0256546 -0.00126483 0.0403336 -0.0708894 -0.07511 -0.00597039 -0.0136639 -0.00120814 -0.00547515 -0.0254398 -0.000325729 0.00493349 -0.0025606 -0.016439 -0.00161885 -0.00613363
internal_weight=50.6675 38.1404 6.51071 0.480189 0.392492 0.229123 0.146707 6.03052 0.0937505 31.6297 9.36657 0.0895366 0.0218929 9.27703 0.306771 0.187083 0.117112 0.0699709 0.0676437 0.0183401 0.0616149 22.2631 3.81504 0.785889 18.4481 3.64078 1.89049 0.716824 14.8073 5.42121
internal_count=4034 3529 455 145 120 79 72 310 56 3074 1468 279 138 1189 154 119 50 69 141 61 41 1606 211 86 1395 276 232 84 1119 469
is_linear=0
shrinkage=0.1


Tree=468
num_leaves=31
num_cat=0
split_feature=2 2 3 1 1 3 2 1 4 2 4 2 2 0 0 2 4 4 3 1 0 3 2 3 3 1 3 3 2 4
split_gain=0.00197994 0.0310031 0.0620456 0.0508435 0.0679416 0.0962266 0.0102832 0.0311643 0.122542 0.0136944 0.00889218 0.0500936 0.101796 0.0528565 0.118584 0.0484111 0.0224309 0.0130344 0.00953828 0.0935795 0.0594358 0.0302085 0.00832761 0.0746376 0.0183517 0.00886312 0.0492306 0.0193703 0.0398242 0.0225139
threshold=-0.06483499999999999 -0.054619999999999995 0.10608500000000003 61.998532946250002 67.192634054300015 0.087555000000000022 -0.075639999999999999 62.132955852800002 38.969453495950006 -0.076484999999999984 41.806790701050012 -0.086719999999999992 -0.081629999999999994 86.420486603250012 90.297243227400017 -0.085584999999999994 40.80591513400001 41.674196414850009 0.09450500000000002 62.009286778800011 88.872360418250011 0.10111000000000002 -0.13953999999999997 0.086555000000000021 0.08572500000000001 63.530954080650012 0.088220000000000021 0.086230000000000015 -0.096529999999999991 42.488347682450005
decision_type=2 2 2 2 2 2 2 2 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 9 -8 -9 10 11 17 15 -14 -15 -13 -16 -1 22 -20 21 -21 23 24 -12 -24 27 28 -27 -29
right_child=1 -3 -4 4 5 -7 7 8 -10 -11 18 12 13 14 16 -17 -18 -19 19 20 -22 -23 25 -25 -26 26 -28 29 -30 -31
leaf_value=0.00073505813635911705 -0.026673467457294049 0.0001131578915403188 -0.043624931472615709 0.10052862705783748 -0.10175551168016622 0.064302665513407006 -0.00065548198371672122 -0.0013600256110677428 -0.090229837088804887 0.014788385927175724 1.9357410526316559e-05 -0.016016894047120631 0.013088072925447001 -0.10345469735401039 -0.018360167431579782 -0.10334008025608772 0.053250176899204908 -0.014611531592174976 0.086141636419598447 -0.011858398583804866 0.01160862527507895 -0.10296952430566692 0.0013951155347378726 0.072004074777071284 -0.070929133437589484 0.0063792020571875399 -0.080081394148652091 0.091790534930243861 -0.047426921016106627 -0.031699106132601733
leaf_weight=12.273838959138892 0.087463447547636686 21.661297745822313 0.1072590492776726 0.18227180511894403 0.051244507070180134 0.10938083318558256 3.2147788167349054 0.66860220122747893 0.20204606321640384 0.62869854198652575 0.61541600829146403 0.096052988028702657 0.57813249435276037 0.14760168665088713 0.085595535952954549 0.18725516638432183 0.089455935638397932 0.57956804639866355 0.1431124191603893 0.069747194209867303 0.61523642682687552 0.076090031449439266 6.9677889291131061 0.16004222009615887 0.038753480583556765 0.59884995918824291 0.088188664794699889 0.044004644365486456 0.17857679800780879 0.022217458544972146
leaf_count=971 13 1309 23 18 16 42 42 56 36 13 542 20 23 25 32 60 8 38 21 17 58 24 256 41 8 134 49 29 70 40
internal_value=-5.46136e-06 0.000701909 0.0244234 0.0413831 0.0587424 0.0113249 -0.000558971 -0.00520071 -0.0219835 0.000221927 -0.000165209 -0.00177006 -0.0214518 -0.00500835 -0.0374337 -0.073734 0.0182346 4.30709e-05 0.00217708 0.0119532 -0.00199717 -0.0593953 0.00116266 0.0107919 -0.00418368 0.000170182 -0.00898923 -0.00155779 -0.00598019 0.0503599
internal_weight=50.5686 22.1989 0.53762 0.430361 0.342897 0.160625 28.3697 4.08543 0.870648 24.2842 23.6555 14.0375 1.18409 0.900786 0.322653 0.283308 0.175051 12.8534 9.61802 0.904186 0.761074 0.145837 8.71384 0.814212 0.654169 7.89963 0.931838 0.843649 0.777427 0.0662221
internal_count=4034 1421 112 89 76 58 2613 134 92 2479 2466 1177 168 88 65 80 40 1009 1289 120 99 41 1169 591 550 578 322 273 204 69
is_linear=0
shrinkage=0.1


Tree=469
num_leaves=31
num_cat=0
split_feature=3 3 1 1 3 4 4 4 2 2 2 4 1 0 3 3 1 0 3 4 0 4 2 1 2 2 3 1 3 1
split_gain=0.00173618 0.00565232 0.00686388 0.0105352 0.0166729 0.00962468 0.106386 0.0528221 0.0411204 0.0474514 0.0371258 0.0116435 0.0137575 0.0131635 0.0390609 0.0202674 0.0128056 0.00501973 0.0356485 0.0178333 0.0728353 0.0839193 0.0401366 0.0205477 0.0197463 0.0148142 0.0136665 0.011326 0.0165156 0.0291052
threshold=0.10249000000000003 0.10335500000000002 61.901748453550006 61.987779113750001 0.10507500000000002 40.206947806850003 38.334060527150008 35.050303764500008 -0.073609999999999995 -0.117885 -0.021784999999999999 42.047301293400004 62.020040611300011 86.329079026800017 0.43162500000000009 0.11002000000000002 62.272755675600003 86.103248543850015 0.09914000000000002 41.481306584950012 86.054856297550018 41.571132012400007 -0.08262499999999999 62.036171360100006 -0.086719999999999992 -0.018034999999999999 0.07745500000000001 62.181348099150007 0.09062000000000002 57.772276765200012
decision_type=2 2 2 2 2 2 2 2 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 -5 6 7 -6 9 -9 -8 12 -7 -14 15 -15 -13 18 19 -1 21 -21 24 25 27 -24 -27 28 29 -23
right_child=1 2 3 4 5 11 10 8 -10 -11 -12 16 13 14 -16 -17 -18 -19 -20 20 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0013472931294291374 -0.0066900235908357048 0.0099799565840207605 -0.0067177419630498215 0.014127403024522129 -0.0059835756069511539 -0.0024590241740773868 -0.10285119500686327 0.065319608627675371 0.076401801627078492 -0.10191786220293797 -0.018940579504324109 -0.017662851858278442 0.0028939690888812397 0.075307855620567049 0.0038945827921946967 0.024150082605886834 -3.1001298884122913e-05 -0.00010316451664586237 0.060222628900634491 0.1004109326685925 0.090266055930562195 0.0053014326081046725 -0.10135911095911272 0.022949091351111995 0.060965630652060343 0.093022431577527376 -0.10041232613440756 0.042453250777909665 0.0023363031848732895 -0.10060980260174179
leaf_weight=3.5389037815861872 1.545845279357702 0.62104910664433433 2.3571769920818033 0.85027027607520089 1.0459587391898995 1.4965131599456074 0.14004836623922756 0.03444551223679726 0.15366685694653215 0.033433925002366305 0.084567802262256353 0.55500985692197025 1.0938777273162825 0.14412986341005751 0.57822467337246053 0.16737048281493117 1.5976283309953254 33.229060646596395 0.10782969766660233 0.083146103101171098 0.11054831923684105 0.059389310800754491 0.0732207538525671 0.023165847322871969 0.055422454004656174 0.0083319919549146304 0.0065033862164796128 0.055067761907139356 0.53350378141294641 0.046078474686623849
leaf_count=370 27 46 34 45 45 10 38 14 35 31 17 40 13 15 15 28 52 2592 28 7 22 116 33 41 22 85 35 82 18 78
internal_value=-7.28774e-06 -0.00102942 -0.00023054 -0.000844266 0.00089173 -0.000687792 -0.00782885 0.00341167 0.0477682 -0.017053 -0.0712589 0.00120388 0.00477965 0.0102408 0.0192734 0.0478206 -0.00457698 0.000329537 0.00338802 0.0020538 0.0134692 0.00447418 -0.00479376 -0.0608505 0.0035252 -0.0828965 0.00822642 -0.00106171 -0.00481191 -0.0409708
internal_weight=50.4294 12.4992 10.9534 10.3323 7.97515 7.12488 1.49212 1.26751 0.221546 0.0678794 0.224616 5.63275 3.48012 1.9836 0.889725 0.3115 2.15264 37.9302 4.70111 4.59328 1.05438 0.94383 0.860684 0.111222 0.749462 0.0880561 0.0148354 0.694039 0.638972 0.105468
internal_count=4034 505 478 432 398 353 180 125 80 45 55 173 81 71 58 43 92 3529 937 909 539 517 510 194 316 153 120 294 212 194
is_linear=0
shrinkage=0.1


Tree=470
num_leaves=31
num_cat=0
split_feature=2 2 4 4 0 2 4 1 3 3 0 0 0 0 2 3 1 0 2 2 4 3 0 3 4 2 0 2 4 0
split_gain=0.0019401 0.0232679 0.142448 0.0298837 0.0246738 0.00963514 0.0550428 0.00599387 0.0300733 0.0747432 0.0325891 0.0328661 0.0267521 0.0176545 0.0307983 0.0170981 0.0107745 0.0395068 0.0962264 0.0567505 0.0328371 0.0584065 0.0310389 0.0281411 0.0248343 0.0620745 0.0290211 0.0173245 0.0169524 0.0222851
threshold=-0.06828999999999999 -0.058374999999999996 40.241071441700008 39.749124837650008 86.420486603250012 -0.073609999999999995 39.337369931850013 75.271450736300025 0.088220000000000021 0.087245000000000031 98.413698323200009 101.55650587770002 102.03236296680001 97.752337623100019 -0.083424999999999985 0.086230000000000015 68.910558799650019 90.297243227400017 -0.122095 -0.14259499999999997 42.434124620650003 0.084565000000000015 90.767723400200012 0.08572500000000001 39.458743938000005 -0.117885 94.773526014550015 -0.16048499999999999 43.426640904350009 96.163458868000006
decision_type=2 2 2 2 2 2 2 2 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 -4 7 -7 16 9 10 13 -12 -13 14 -9 -14 17 -1 19 23 24 28 -20 -19 25 -18 -27 -23 -22 -30
right_child=1 -3 4 -5 -6 6 -8 8 -10 -11 11 12 15 -15 -16 -17 20 18 22 -21 21 27 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00045669598885376105 -0.0075433272050987009 0.00023122722287387704 0.033334498538835564 -0.10325794559608226 0.089938190576141566 0.0059916749541854674 -0.047541208103872808 -0.10056180960446251 0.0002851221237224224 0.099454326119173903 -0.10136736224971428 0.091690018781938276 -0.1005212140861669 0.097229593550309773 0.10047531270400044 0.081334629010230294 -0.00138394637992916 -0.048254249773733847 0.10064135819600117 -0.10432491258211794 -0.10065483566840293 -0.012824521685268091 0.033965763247855538 0.067952590891194556 0.0014985032564633388 -0.10162462045470254 -0.027245842131626841 -0.10354978958969681 0.086854748800472989 -0.1003520688122938
leaf_weight=21.357587019628721 0.056494023599841792 21.853224670838273 0.15878355804670718 0.077187157468870282 0.14953394932058472 0.61301621948113094 0.27970797437103201 0.016395651606728734 1.8449930811608748 0.11026433377716671 0.048912458451326302 0.023495850578910904 0.020221266465418691 0.034437424052157439 0.014237705618142721 0.0069458948107641296 0.53556792630249106 0.035830649546539917 0.12949007455608708 0.065501186763867736 0.0077388238860293104 0.026594732018565992 0.15151114814216271 0.049806358441855991 2.3458023232722667 0.10809977837695317 0.10191643943835516 0.10091010510041087 0.041988765823457896 0.0074935548046255454
leaf_count=1054 29 1352 19 25 23 31 36 55 282 26 38 9 444 6 1 31 41 31 17 7 9 18 26 19 120 36 41 64 107 37
internal_value=-5.78797e-06 0.000690664 0.023406 -0.0628087 0.0607873 -0.000558794 -0.0107812 -0.00022311 0.00488272 0.0357383 -0.00693255 -0.0428973 0.0135525 0.048103 -0.00712421 -0.0540257 -0.000654927 0.000148988 0.0300837 -0.0342595 -0.00600184 -0.0469577 0.064691 0.0193315 -0.00355452 -0.0194527 -0.0655302 -0.0846265 0.036979 0.0585043
internal_weight=50.3737 22.2952 0.441999 0.133681 0.308318 28.0785 0.892724 27.1857 2.1199 0.274911 0.164646 0.0995755 0.050663 0.0650708 0.0306334 0.0271672 25.0658 21.7897 0.432139 0.151138 3.27611 0.184726 0.281001 0.085637 3.09139 0.745584 0.210016 0.127505 0.0572211 0.0494823
internal_count=4034 1448 96 54 42 2586 67 2519 892 610 584 522 484 62 56 475 1627 1154 100 57 473 235 43 50 238 118 77 82 153 144
is_linear=0
shrinkage=0.1


Tree=471
num_leaves=31
num_cat=0
split_feature=1 0 4 3 1 3 3 3 2 4 1 3 0 0 1 2 2 2 1 3 3 3 3 2 2 3 2 4 3 4
split_gain=0.00211934 0.0541713 0.0438582 0.0321444 0.0246051 0.011829 0.0477273 0.0417049 0.0283982 0.0145163 0.0112327 0.0097684 0.0830568 0.00633844 0.0062029 0.00595672 0.00556185 0.0580884 0.0239241 0.0173722 0.0593745 0.049591 0.0994908 0.0509941 0.0423135 0.0274149 0.0452321 0.0249345 0.0119941 0.0101382
threshold=71.015621515800021 96.163458868000006 43.631818398850008 -0.085699999999999998 72.187789260650007 0.10608500000000003 0.10828500000000003 0.12535000000000004 1.0000000180025095e-35 40.890797847750008 70.776348742200014 -0.09053499999999999 96.959242474650011 101.55650587770002 83.468559576050012 -0.10946499999999999 -0.026144999999999998 -0.018034999999999999 62.116825104000007 0.09180000000000002 0.088145000000000015 0.086520000000000027 0.083950000000000011 -1.0000000180025095e-35 0.11704500000000002 -0.046510000000000003 0.045780000000000008 40.206947806850003 0.12201500000000003 38.539340721750001
decision_type=2 2 2 2 2 2 2 2 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 -4 11 -7 8 9 -8 16 12 -3 -14 -15 -5 -1 18 -18 20 21 22 23 -19 25 26 -25 -22 29 -21
right_child=1 5 4 15 -6 6 7 -9 -10 -11 -12 -13 13 14 -16 -17 17 19 -20 28 27 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00035718231572584136 0.025710362328976496 0.097350306565909872 0.084862817076278935 -0.036285417379708529 -0.10023927922661545 -0.10287764841049157 0.011218681359879884 -0.10053216486332138 -0.044389758904730153 0.091942825067158687 0.013216677242090949 0.00023909581326398267 -0.10779155916239003 -0.10010250972043362 0.088023745049845864 -0.10122883973618116 0.0249425717005421 0.087863121085872464 0.093586826582481394 0.012306519121539308 -0.019571750670769186 0.053629160588359641 -0.10221371916076989 0.062499945473120211 0.046192973923909489 -0.10239136719074798 -0.10152772119312203 -0.10193285166047877 0.016224318791057128 -0.0013999626594169356
leaf_weight=28.790318398862457 0.026835987280492191 0.033205692775709811 0.030887920475834107 0.015946967803216694 0.009356652296915513 0.056115650890217306 0.037687105084632577 0.030690591404002987 0.037392781494503424 0.054478089171425381 0.67398656088981468 15.256014447323263 0.058157529934419472 0.0035469796206530893 0.0034646015162639598 0.1235013627470164 0.11493918499400013 0.070554201226826541 0.090946496828109957 0.66407777738959373 0.061614118991542455 0.13772560145025636 0.099414234076903085 0.039951337152160482 0.078543324991699137 0.052558014909670603 0.029025997911528378 0.091119215877533577 0.62195921600687132 2.8800852102934442
leaf_count=1520 16 7 81 31 114 22 36 53 23 11 28 1244 48 55 96 116 32 32 12 29 27 36 51 10 36 21 98 32 23 94
internal_value=-5.41197e-06 -0.000965478 -0.0518438 -0.0745144 0.0418275 -0.000290633 -0.0235095 0.00428348 0.0291129 0.0589341 0.000433679 3.6553e-05 -0.0313739 -0.0969629 -0.00714452 -0.0938021 0.000178952 0.00324611 0.055265 0.00102718 -0.0140401 0.00240343 -0.016662 0.0147646 -0.0110123 -0.0479817 -0.00652369 -0.0687076 0.00341597 0.00116825
internal_weight=50.2741 15.7773 0.206529 0.166284 0.0402446 15.5708 0.216364 0.160249 0.129558 0.0921652 34.4968 15.3544 0.0983748 0.0651691 0.00701158 0.139448 33.8228 5.03251 0.205886 4.82663 0.660506 0.507773 0.370047 0.270633 0.200079 0.121535 0.0689773 0.152733 4.16612 3.54416
internal_count=4034 1953 358 163 195 1595 145 123 70 47 2081 1450 206 199 151 147 2053 533 44 489 343 284 248 197 165 129 108 59 146 123
is_linear=0
shrinkage=0.1


Tree=472
num_leaves=31
num_cat=0
split_feature=0 1 2 1 1 1 4 2 1 2 2 4 1 0 1 3 1 1 3 1 4 4 4 0 0 2 0 2 2 0
split_gain=0.00237869 0.0131332 0.022981 0.0111671 0.00943391 0.0081652 0.0186789 0.0269903 0.0357508 0.00855476 0.0490547 0.00738387 0.0196022 0.0317606 0.0387965 0.0121704 0.00697973 0.00628879 0.00581652 0.00742633 0.00463398 0.00998856 0.0110746 0.00460334 0.00458995 0.004442 0.00417743 0.014448 0.0304678 0.121355
threshold=97.878695155250014 81.479100559500012 -0.085584999999999994 83.740093847200015 87.030766598900016 78.527173532250018 41.178189531300006 -0.083064999999999986 76.279622535200005 0.061925000000000015 -0.041369999999999997 40.80591513400001 72.378669787950017 101.86567856270001 74.058956119450016 0.088655000000000025 87.33187390945001 75.408562100950022 0.086230000000000015 83.468559576050012 42.198888176300009 40.377444152000002 39.184300550350009 96.959242474650011 97.521130223850008 -0.061874999999999999 87.170566421650008 -0.094519999999999993 -0.079634999999999997 87.818484831100008
decision_type=2 2 2 2 2 2 2 2 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 5 3 18 -4 6 11 8 -8 10 20 12 -2 14 -14 -16 -6 23 19 -3 21 22 -7 26 -25 -19 -1 -28 29 -29
right_child=1 2 4 -5 16 9 7 -9 -10 -11 -12 -13 13 -15 15 -17 -18 25 -20 -21 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.00053697115216549236 -0.0030708216135625441 -0.1001910887708688 -0.10077027460272472 -0.1003116241457585 0.086673924474758496 0.055810364374946422 -0.078687859777982788 -0.1004629892187649 0.04092454061361802 -0.0010401308319357835 0.060435657546987778 0.0049625358668656146 0.054640957462136021 0.043747370284663252 -0.0077974296488502407 -0.10112787861010822 -0.10016358205504212 0.012799911125552989 0.062706042961100203 0.092786649843205504 0.0019054354961395934 -0.060877364798789746 -0.031528509110649243 -0.0088117993517490053 0.00026585260701834636 0.00076503376021852402 0.0085076481633015993 -0.10298378683109549 0.0016847993210964086 -0.0033122339612042099
leaf_weight=24.650075847449941 0.98057349654845694 0.0056075174187924237 0.044681609374932485 0.0068420858406855458 0.0051784206398224342 0.024472069123515516 0.043981681372002868 0.049965618623218577 0.057862549107937866 3.0418473710342084 0.15828266203698149 0.63171204186073726 0.023377904028166085 0.035774804819425299 0.016421924149085498 0.093651606009842681 0.0032570242207796696 0.6684610268253266 0.026404281953489317 0.0030947060107173741 0.53956149222955929 0.039195459554321133 0.03569352206250187 1.1418665602154754 1.0874889145991344 0.56667547778758265 2.5082036603575899 0.13882788550108749 12.53172323876343 1.0171884563352618
leaf_count=1374 6 85 152 398 5 27 50 57 25 42 35 15 9 20 39 75 281 84 31 4 60 21 24 28 25 62 414 16 433 137
internal_value=-7.55901e-06 -0.00189965 -0.0387657 0.0165605 -0.082459 -0.0012925 -0.00659238 -0.0402643 -0.0107304 0.00137649 0.0105974 -0.00372305 -0.00849501 -0.0399252 -0.0623556 -0.0872039 0.0145338 0.000242984 0.0393384 -0.0315639 -0.00174917 -0.0215948 0.00399616 4.12532e-05 -0.00438368 0.00727836 0.000282764 0.00153039 0.00025185 -0.015282
internal_weight=50.178 5.86744 0.0950656 0.0419486 0.0531171 5.77237 1.93332 0.15181 0.101844 3.83905 0.797205 1.78151 1.1498 0.169226 0.133451 0.110074 0.00843544 44.3105 0.0351065 0.00870222 0.638923 0.0993611 0.0601656 43.0754 2.22936 1.23514 40.846 16.1959 13.6877 1.15602
internal_count=4034 1461 956 518 438 505 296 132 75 209 167 164 149 143 123 114 286 2573 120 89 132 72 51 2427 53 146 2374 1000 586 153
is_linear=0
shrinkage=0.1


Tree=473
num_leaves=31
num_cat=0
split_feature=1 1 3 4 4 3 1 3 1 4 2 1 2 4 3 0 1 2 3 1 0 4 3 4 3 3 1 0 1 4
split_gain=0.0021086 0.0127853 0.0108011 0.0105324 0.0169055 0.0397457 0.109478 0.0134493 0.0100953 0.0193897 0.0431213 0.0737216 0.0512345 0.0178518 0.0142537 0.0177792 0.0111003 0.0294168 0.00949408 0.0245738 0.00830981 0.00683544 0.0368043 0.0892414 0.0783488 0.0641655 0.0577868 0.0455513 0.0394852 0.0190192
threshold=62.052302108850007 62.068432857650002 0.41214500000000009 42.824128352900011 41.872294782850005 0.087715000000000029 62.020040611300011 0.092835000000000015 61.987779113750001 40.633548727200008 -0.085584999999999994 61.923256118600001 -0.061874999999999999 41.319407281650008 0.093325000000000033 85.812895065800021 61.93400995115001 -0.098419999999999994 0.088220000000000021 62.020040611300011 86.20003303655001 42.779078631750004 0.084565000000000015 43.157831852650006 0.082535000000000011 0.086555000000000021 62.55235532115001 89.582113364650013 66.590419433100024 43.272784938550004
decision_type=2 2 2 2 2 2 2 2 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 8 -6 -7 -5 9 14 13 12 -12 -11 16 -16 17 -1 19 -10 -20 -3 24 27 26 -25 -23 -24 -28 -26
right_child=1 21 -4 7 5 6 -8 -9 18 10 11 -13 -14 -15 15 -17 -18 -19 20 -21 -22 22 23 25 29 -27 28 -29 -30 -31
leaf_value=-0.0065088239261349191 -0.010300036513329782 0.00042298601368779572 0.014002848671927266 0.0020295582997990089 0.0074053062721480926 -0.093506160058194399 -0.0046914236599733747 0.019241997042760969 0.023902236213663296 -0.01963781817090238 -0.065028982194258581 -0.071241081402276793 0.086816172531844413 0.0014481946896526075 -7.3890495699951232e-05 0.015280691315697502 0.00059464900450191429 -0.0645269317966191 0.0062992427206122947 -0.003365634634552573 -0.0027962788904615267 -0.10410349794617252 -0.10283002737963293 -0.074066651925516577 0.10034391405923425 0.0012353069513695069 0.084293457725694701 -0.003314678389147722 -0.00028944572474711729 0.017551546645424628
leaf_weight=0.51563069228831027 1.2733673849431841 28.470674803844254 0.60629279329441388 1.6788325862989233 0.62427953007522663 0.18489930001166499 0.55654782359488308 0.62220062904270879 0.70700370192762541 0.53513112717746558 0.034768350422382355 0.24491524405311793 0.061572676187210962 1.6079320238486614 2.0246002842704915 1.2017285407055167 1.02723585627049 0.10522517055352643 1.8679802301339803 0.62061320846369572 2.1728975651785731 0.05230157854680495 0.15906764327201006 0.12484254206795764 0.10059421688492864 1.2091388020672384 0.057204417185033551 0.064706699043945548 1.5681349276297081 0.038315202999697817
leaf_count=137 36 1999 18 265 65 61 20 24 28 66 13 23 41 16 58 18 34 35 22 20 22 20 41 51 6 211 39 35 522 88
internal_value=-9.56847e-06 -0.000474289 0.000895755 0.000411021 -0.000613171 -0.0111862 -0.0268397 0.00668381 0.000521389 -0.00188418 -0.00907439 -0.04209 0.032017 -0.00381706 0.00178041 0.00564532 -0.00578558 -0.016342 0.00381877 0.0111555 0.00140832 -8.1392e-05 -0.00433708 -0.015615 0.00533418 -0.00581193 -0.000641799 -0.0740541 0.00268748 0.0775074
internal_weight=50.1186 33.1183 17.0003 16.394 14.093 1.36573 0.741447 2.30103 12.7272 7.35874 2.48432 0.341256 0.096341 2.14306 4.87442 3.22633 1.64809 0.620856 5.36849 1.32762 4.04088 31.845 3.37431 1.55776 1.81655 1.33398 1.67764 0.223774 1.62534 0.138909
internal_count=4034 3048 986 968 679 146 81 289 533 441 159 77 54 82 282 76 206 172 92 48 44 3012 1013 338 675 262 581 76 561 94
is_linear=0
shrinkage=0.1


Tree=474
num_leaves=31
num_cat=0
split_feature=3 1 4 1 4 3 4 2 4 2 0 3 4 2 3 1 3 1 0 0 3 3 2 2 4 0 3 1 1 2
split_gain=0.00253375 0.00605164 0.0175253 0.0885895 0.0470976 0.0525909 0.0376117 0.0398161 0.0279591 0.00959583 0.00823536 0.0107569 0.00692591 0.0152255 0.0258074 0.0204539 0.00500872 0.0123819 0.0600769 0.0312003 0.0104994 0.0158386 0.00816985 0.00709726 0.0205002 0.0292649 0.00760375 0.0666474 0.00749589 0.00626114
threshold=0.10249000000000003 63.705703859100005 38.179089776100007 66.45599652655001 41.092444989200011 0.10791500000000002 35.171584490050009 -0.073609999999999995 36.010074051050005 -0.067109999999999989 86.756543869550015 0.41214500000000009 39.577821550850011 -0.086139999999999994 0.11243000000000002 61.987779113750001 0.093325000000000033 61.93938686740001 86.83719761350001 85.812895065800021 0.094725000000000018 0.096315000000000026 -0.081354999999999997 -0.06483499999999999 41.646178195200001 86.83719761350001 0.10220000000000003 78.962703749400006 62.391047833300007 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=16 10 6 -4 5 -5 -3 8 -8 -7 11 12 -2 -14 15 -15 -1 18 19 -18 22 -22 -19 24 -23 -26 27 29 -27 -25
right_child=1 2 3 4 -6 9 7 -9 -10 -11 -12 -13 13 14 -16 -17 17 20 -20 -21 21 23 -24 26 25 28 -28 -29 -30 -31
leaf_value=-0.00012568161289855368 0.0024655646855950473 -0.0065089194742479033 -0.10522442686791243 -0.00072536247942962416 0.0093004331082755225 -0.047479176491961275 0.037394134441724493 0.066340433661534901 -0.069535271429650422 -0.10379739710588565 0.0045720223093804893 0.007132974541635858 -0.00045561354933441054 -0.018530562226597262 -0.029026054604309143 0.0056014897900529582 0.011465102867234032 0.015567680992018711 -0.0065120088778338348 0.079666210320867556 -0.015868143256580796 0.00095545238321858303 0.0026077150226453938 0.043378989109408399 0.0043448352482783363 -0.10099566354168786 -0.0025072382907593001 -0.0050141314432863918 -0.041740652403731697 0.079262983973894321
leaf_weight=31.190450703299838 1.4747918997745744 1.0624528031251239 0.09954690151721457 0.16458703632503813 0.64027418232223177 0.04559752358960667 0.050456548641889198 0.16208253197805789 0.047447128278253814 0.08990929832694361 2.6758887527976185 1.1167466138831512 2.7117473623518431 0.6062742441645248 0.6144819376280849 0.83490341187280137 0.11305060924109867 0.69810701843105638 0.47886024415493011 0.16494673630222678 0.67929014450854586 1.2487941357569101 1.604065355325403 0.088430307250291218 0.091718124629324049 0.051424039993435144 0.52053702453849837 0.53389590049803815 0.036503132772544689 0.10801953603913717
leaf_count=3074 31 55 21 28 64 33 9 31 38 25 33 21 40 15 30 31 40 57 2 12 64 101 36 23 14 11 5 32 35 23
internal_value=-1.0893e-05 -0.0012507 -0.00580433 -0.0155172 -0.00602088 -0.0387101 0.00183353 0.0359256 -0.0144271 -0.0848465 -0.000178703 -0.00190618 -0.00352331 -0.00537596 -0.0118667 -0.00455038 0.000397798 0.00294197 0.0149546 0.0519315 0.00133586 -0.00222974 0.00653767 0.00122801 -0.00358826 -0.0351736 0.00672792 0.0133101 -0.0763958 0.0631101
internal_weight=50.0053 12.3972 2.36235 1.03991 0.940368 0.300094 1.32244 0.259986 0.0979037 0.135507 10.0348 7.35895 6.2422 4.76741 2.05566 1.44118 37.6081 6.41764 0.756858 0.277997 5.66078 3.35861 2.30217 2.67932 1.42844 0.179645 1.25088 0.730346 0.0879272 0.19645
internal_count=4034 505 304 171 150 86 133 78 47 58 201 168 147 116 76 46 3529 455 54 52 401 308 93 244 161 60 83 78 46 46
is_linear=0
shrinkage=0.1


Tree=475
num_leaves=31
num_cat=0
split_feature=1 0 4 3 1 1 3 0 3 0 0 2 0 2 4 4 4 4 0 1 0 2 3 1 2 2 1 4 2 0
split_gain=0.00215021 0.0494195 0.0377638 0.0296664 0.0215769 0.00997773 0.00847651 0.0746477 0.00649162 0.0447156 0.0149898 0.0117528 0.00912404 0.00645844 0.00555295 0.00552252 0.0152009 0.00884696 0.0411509 0.0163668 0.0294773 0.0177226 0.00726616 0.0163852 0.0555916 0.0278226 0.0163421 0.0123419 0.0370447 0.0453244
threshold=71.015621515800021 96.163458868000006 43.631818398850008 -0.085699999999999998 72.187789260650007 70.776348742200014 -0.09053499999999999 96.959242474650011 0.098545000000000021 98.674478761850011 100.27142289135001 -0.095204999999999998 99.470262368500016 -0.11103999999999999 37.627645350900004 42.310579034350006 41.965809985500009 41.218101594450012 96.531777631850005 75.499969677400017 98.142164052000012 -0.11963999999999998 0.087715000000000029 76.599549052750021 0.23835000000000003 -0.10423499999999999 83.116371560950014 40.00488309970001 0.059320000000000012 100.52682641375002
decision_type=2 2 2 2 2 2 2 2 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 -4 -1 7 -3 15 11 12 -10 -11 -5 -12 16 17 22 -19 -20 -21 -22 -8 -24 25 26 -25 28 29 -27
right_child=1 6 4 13 -6 -7 8 -9 9 10 14 -13 -14 -15 -16 -17 -18 18 19 20 21 -23 23 24 -26 27 -28 -29 -30 -31
leaf_value=0.00019281258223546857 0.023016544849940104 0.096431265003387653 0.081913594806514445 -0.032034919404415663 -0.10021693612308231 0.012509145099214181 -0.001618442010235293 -0.096974401747750738 -0.033595454724705161 0.057402187489896922 0.0021830659936971117 -0.10177120316500848 0.0038622384887436537 -0.10110798212179453 -0.012037859752315583 -0.0028561704055024943 0.016939452391417233 0.0023024702958460062 -0.10274326728428802 0.058800083175560972 0.037414425100580254 -0.10208177755336523 0.0015679550653678008 -0.10117727072551524 -0.0017100022624794609 0.10060194498112124 0.054578931391033959 0.084213418079616464 0.1002149000859226 -0.10064301751755661
leaf_weight=33.595509934749344 0.026679126319891111 0.030253106251167769 0.028196414099511458 0.015373938371936902 0.0084551525430249796 0.67089742930856644 4.1333846703020303 0.058632882602970574 0.046680318227345197 0.064324144243073422 0.5197259739859954 0.055172249049065036 0.063007909814359664 0.11326923940213873 0.58212649123735893 3.7102008283122361 0.61110058825590918 0.50778764486312944 0.053780521498993039 0.02491795876994729 0.011559253343776277 0.042940580741003487 4.1878770784875883 0.01700987131415832 0.52034080278715322 0.017985761165618896 0.011153039142016929 0.14273215613832235 0.047475669731397829 0.029625020554486348
leaf_count=2053 16 7 81 25 114 28 254 199 21 17 68 27 33 122 80 483 42 2 7 4 45 54 56 25 20 1 31 29 14 76
internal_value=-9.90534e-06 -0.000979784 -0.0514057 -0.0729507 0.0398979 0.000433952 -0.000354827 -0.0311471 -0.00017711 -0.00685214 -0.00157606 -0.0705254 0.0309089 -0.0928532 -0.00533008 0.000454361 0.00163999 0.000680926 -0.0106745 -0.0601462 -0.0313002 -0.072495 0.00148011 0.00405491 0.0173002 0.0544898 -0.0394949 0.0656197 0.0377091 -0.0246194
internal_weight=49.9482 15.6818 0.191974 0.155322 0.0366516 34.2664 15.4898 0.088886 15.4009 1.33104 1.22918 0.101853 0.127332 0.128643 1.10185 14.0699 10.3597 9.74857 0.640986 0.133198 0.0794178 0.0544998 9.10758 4.9742 0.786322 0.265982 0.0281629 0.237819 0.0950865 0.0476108
internal_count=4034 1953 358 163 195 2081 1595 206 1389 246 198 48 50 147 148 1143 660 618 112 110 103 99 506 252 196 176 56 120 91 77
is_linear=0
shrinkage=0.1


Tree=476
num_leaves=31
num_cat=0
split_feature=3 2 1 0 0 2 2 0 2 2 0 4 4 3 0 3 2 3 3 1 4 0 1 2 2 2 2 1 2 4
split_gain=0.00205393 0.00588736 0.0342635 0.0201274 0.0109479 0.0107433 0.0178996 0.00903585 0.024662 0.0358546 0.0118942 0.008087 0.0119751 0.0336755 0.0610172 0.00413372 0.0158025 0.00997786 0.0276809 0.00623192 0.00725035 0.0381816 0.00886241 0.0225713 0.0272251 0.0124677 0.0110368 0.00654366 0.0246896 0.0447015
threshold=0.10249000000000003 -0.095204999999999998 62.272755675600003 85.963448721100022 96.959242474650011 -0.086139999999999994 -0.075639999999999999 86.329079026800017 -0.053159999999999992 0.19040000000000004 87.638358136350021 38.179089776100007 42.006870117350005 0.13041500000000003 93.953546284800012 0.09914000000000002 -0.067109999999999989 0.10157500000000001 0.099855000000000027 61.87486387225001 37.999598532650005 83.503509531750026 61.853356207250009 -0.13509999999999997 -0.037054999999999998 -0.013805 -0.14138499999999998 62.009286778800011 -0.076484999999999984 39.525197829750006
decision_type=2 2 2 2 2 2 2 2 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 -4 -3 -7 8 -8 -10 -9 -12 13 14 -13 19 17 18 -17 20 21 -1 23 26 -25 -26 -22 28 -21 -30
right_child=1 5 4 -5 -6 6 7 10 9 -11 11 12 -14 -15 -16 16 -18 -19 -20 27 22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.08655177855699743 -0.016188309165964719 0.0048133665707343959 0.024212686224812784 -0.10306846924847519 -0.0075702554858905523 -0.018497395459023715 0.00026489159621329586 0.0082813749889668227 -0.049518788677729235 -0.0050757355197494757 0.0077125266039406171 -0.086206922876297318 -0.00023721073634346956 0.00039880750828278434 0.0083640396385090427 0.02360667677307975 0.016386056734112798 0.0023579293952611068 -0.054361746056187737 4.6361792152852129e-05 -0.00514213918587152 0.10006638966110547 -0.0048821927593129186 -0.093108066353984609 0.10025767583423451 -0.040397471949478285 0.098820674095547498 -0.00011826581456649704 -0.0022077374929099667 0.041609668678071185
leaf_weight=0.017329492015678016 0.050462046143366357 2.8149024725635519 0.13555202530022825 0.056545185303548351 0.54062156560345587 0.63211105124435718 2.0455870144360238 1.709563940647058 0.27719068802655744 0.52596791911446417 0.70680845620272448 0.14921470487024668 2.0688373819443395 0.51362969154661187 0.12569348052954865 0.074193030321509923 0.69751600733889041 0.53004411629509018 0.1178836214884349 3.3521025759622631 0.059388166029802569 0.029844332582797506 0.99079173532663845 0.070960539598672601 0.012239355874520019 0.012990757007657117 0.01233187927391538 30.617603574818339 0.49438480748357605 0.44007034658670818
leaf_count=110 34 43 35 8 82 32 28 27 44 13 64 15 39 12 29 20 55 21 41 175 157 10 10 25 6 138 6 2696 5 54
internal_value=-1.01729e-05 -0.00112865 -0.00951949 -0.0620979 -0.00119875 -0.000560641 -0.00228857 -0.00102716 -0.00556524 -0.0204142 0.0014242 -0.00186485 -0.00423394 -0.0147199 -0.0429672 0.000357967 0.00565105 -0.00471819 -0.0242451 0.000149874 -0.00691792 0.0315115 -0.00848249 -0.0297268 -0.0613854 0.0278356 0.0127337 0.000394053 0.0040534 0.0184275
internal_weight=49.8824 12.3527 0.783181 0.107007 0.676174 11.5695 8.7546 8.12249 2.84875 0.803159 5.27375 3.56418 2.85738 0.788538 0.274908 37.5297 1.41964 0.722121 0.192077 36.11 1.20588 0.0471738 1.1587 0.167911 0.0961907 0.0252301 0.07172 34.9042 4.28656 0.934455
internal_count=4034 505 159 42 117 346 303 271 85 57 186 159 95 56 44 3529 137 82 61 3392 462 120 342 332 169 144 163 2930 234 59
is_linear=0
shrinkage=0.1


Tree=477
num_leaves=31
num_cat=0
split_feature=0 0 1 3 1 0 3 3 1 2 1 1 3 1 1 1 0 0 2 2 1 1 2 4 3 4 4 3 2 0
split_gain=0.00196044 0.00674621 0.0135686 0.0262417 0.0206081 0.022156 0.0162276 0.0134525 0.0288321 0.0109844 0.0526123 0.0410242 0.00510859 0.00461011 0.00440932 0.0041006 0.00390197 0.00444679 0.0122746 0.0498136 0.0493401 0.0838284 0.0412867 0.0314108 0.0126653 0.0194318 0.111782 0.0517465 0.0123193 0.010271
threshold=97.878695155250014 101.10215645365001 78.728807892050014 0.078105000000000022 80.468240302450013 103.33357670195001 0.089920000000000014 0.087715000000000029 78.37393141885002 -0.083064999999999986 72.752365468100024 78.728807892050014 0.075810000000000016 75.408562100950022 75.271450736300025 75.634392583900009 96.959242474650011 87.170566421650008 -0.117885 -0.122095 68.20618276945001 65.687097501250022 -0.15076499999999998 40.984321400500008 0.079805000000000029 42.360359531950003 39.952536079750011 1.0000000180025095e-35 -0.18231499999999998 86.83719761350001
decision_type=2 2 2 2 2 2 2 2 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 9 6 12 5 -5 7 8 -3 14 -11 -12 -4 16 -2 -15 17 29 19 20 21 -19 23 -22 25 26 -20 -28 -25 -1
right_child=1 2 3 4 -6 -7 -8 -9 -10 10 11 -13 -14 15 -16 -17 -18 18 24 -21 22 -23 -24 28 -26 -27 27 -29 -30 -31
leaf_value=-9.9474395324576531e-05 -0.0077187489372569544 -0.10110104739809687 -0.0011119890678034144 -0.10134527591241385 -0.0003552956048957955 0.0073243304011908058 -0.0033294443071240523 0.088542765375225152 0.093667960016768928 0.00050676940436251495 -0.10104259902965299 -0.009174262684268809 0.099253000926094084 0.012284694297247845 0.0044365614438752676 0.00069285731374333151 -0.0040397710086681462 0.046810094228904822 0.0013123071300113745 0.10026969359272693 0.063449234936197016 -0.075501744103033855 0.086625739438406249 -0.10086043939687968 -0.00036637127810555529 -0.001179963254623371 0.017184600444587025 0.10047776598413177 -0.0097411318493152675 -0.0093094555616210217
leaf_weight=23.240453999988997 0.52650050552674066 0.013834430819820276 0.0060565611905598052 0.042159412236287941 3.610288246135779 0.033806291422624923 0.081915849794313544 0.05495841775154986 0.01686668981523809 0.5073988938934243 0.10981962208109053 0.087207891614127675 0.031181725870281729 0.58842020187876076 0.68891475092665644 0.63395798312151896 2.2178206898247472 0.093688974826363847 1.2643847371728036 0.062805950321490722 0.041208398697335724 0.13941978320616499 0.10046450371737592 0.026510526992462147 12.422092298292609 1.5567146687789088 0.12223079949762894 0.19135259289760143 0.033698394199745962 1.2774246373446647
leaf_count=1325 47 37 207 34 694 36 34 18 13 10 95 22 125 18 89 128 53 45 59 14 26 48 62 64 575 30 19 41 17 49
internal_value=-1.03778e-05 -0.00173672 0.000656634 -0.000596113 -0.00143988 -0.0529851 0.0284924 0.0589235 0.00590184 -0.00658747 -0.0165232 -0.06038 0.0829293 0.000217547 -0.000828945 0.00627286 4.4567e-05 0.00026783 0.00156158 0.017019 0.00499892 -0.0263433 0.0411891 -0.00382067 0.00106696 0.00674695 0.0145671 0.0680112 -0.0498618 -0.000579331
internal_weight=49.8236 5.81091 3.89107 3.72349 3.68625 0.0759657 0.167575 0.0856595 0.0307011 1.91984 0.704426 0.197028 0.0372383 44.0126 1.21542 1.22238 42.7903 40.5725 16.0546 0.497797 0.434991 0.233109 0.201882 0.101417 15.5568 3.13468 1.57797 0.313583 0.0602089 24.5179
internal_count=4034 1461 1198 1096 764 70 102 68 50 263 127 117 332 2573 136 146 2427 2374 1000 276 262 93 169 107 724 149 119 60 81 1374
is_linear=0
shrinkage=0.1


Tree=478
num_leaves=31
num_cat=0
split_feature=1 1 1 4 4 2 4 4 3 2 2 0 0 1 3 2 4 1 1 0 4 2 0 0 0 0 3 3 0 4
split_gain=0.00173576 0.00978503 0.008434 0.00702687 0.0133464 0.0852182 0.0133753 0.0222059 0.0132159 0.0116775 0.0104532 0.0232944 0.0210191 0.0138658 0.0131641 0.00999307 0.00875579 0.00520276 0.00814464 0.00976308 0.0409178 0.0271818 0.0325542 0.0230566 0.0324654 0.0227741 0.00537608 0.00615438 0.0048833 0.00669734
threshold=62.052302108850007 62.068432857650002 62.036171360100006 42.824128352900011 42.283941020600004 -0.097294999999999993 41.806790701050012 42.047301293400004 0.092835000000000015 -0.08262499999999999 -0.077085000000000001 86.20003303655001 85.963448721100022 61.93938686740001 0.10335500000000002 -0.088224999999999984 41.646178195200001 62.079186690200011 62.095317438950012 86.135510041400025 41.942745071500006 -0.11347 85.683849075550015 85.791387400750025 85.764502819450016 86.382848189450016 0.085910000000000028 0.080135000000000026 85.791387400750025 37.903039192800001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 10 -8 -5 -7 11 15 14 -14 28 16 -1 -3 -19 20 23 26 -23 24 -20 -21 27 -22 29 -12
right_child=1 17 -4 8 5 9 7 -9 -10 -11 12 -13 13 -15 -16 -17 -18 18 19 25 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0026192759675997108 -0.0090110177437950408 0.0067572176042393507 0.0065861701017671873 0.00040949640595337831 0.0052818328207027386 -0.04756192831687945 0.037367417743308762 0.0014639194345401874 0.017620428263189086 -0.10084349469788362 -0.0054442734283972304 -0.022962070416773814 0.020212269301176485 0.0038709674567423582 -0.015826531136596714 -0.013462269492923016 -0.011350711621298956 -0.0067781367998160204 -0.10032673928473811 -0.038868234433034769 0.089318619652006839 0.056653297940614245 -0.10049218522623421 0.1001626533174908 0.10026177344828464 0.00014196294746525947 0.099194374094993598 -0.049727055366963771 -0.0043080166679967816 0.0082959830446033122
leaf_weight=2.6928000548597093 1.2774498045955613 1.0739195119485909 2.2031173774212212 1.6414500249692108 0.52458191717474278 0.074741704031566769 0.24448892234858099 0.58313558986634462 0.61269045866538352 0.091476715827597199 0.54446417653826795 0.6115430254722013 0.725055573981081 1.829254672891693 0.67840301035903383 0.63149143957707599 0.53833728038080142 1.8378070220728684 0.016545334072161633 0.15044697362464177 0.0056679038571019191 0.017949607334681872 0.049638547487120377 0.067792058223858476 0.015749415382742882 28.348813987549825 0.015016142613603733 0.0072614531818544492 1.6365703742485491 1.0180376080998028
leaf_count=271 36 11 53 251 7 14 43 26 22 62 26 20 27 42 26 13 9 48 59 18 12 37 36 24 2 2706 4 55 16 58
internal_value=-7.50841e-06 -0.000430658 0.000816753 -4.91854e-05 -0.000981136 -0.0144889 -0.000185883 0.0120702 0.00508754 -0.0768849 -0.00111596 -0.00482792 0.0014662 0.00850954 -0.00317364 -0.00195686 0.000291747 -8.38646e-05 -0.000324484 8.88494e-05 0.0223527 -0.0244595 -0.0587585 0.0670354 -0.00250428 -6.3971e-05 0.0584951 0.0112271 -0.000490443 0.0035081
internal_weight=49.7657 32.8841 16.8816 14.6785 12.4244 0.6908 11.7336 0.827625 2.25414 0.166218 10.906 4.47417 6.43179 2.55431 3.87748 3.86263 3.23114 31.6066 30.5327 28.6949 0.19562 0.0955337 0.0675882 0.100087 0.0322947 28.4993 0.0279455 0.0129294 3.19907 1.5625
internal_count=4034 3048 986 933 660 83 577 69 273 76 508 313 195 69 126 293 280 3012 3001 2953 229 144 73 85 61 2724 71 67 100 84
is_linear=0
shrinkage=0.1


Tree=479
num_leaves=31
num_cat=0
split_feature=3 3 2 1 3 2 0 4 3 1 1 3 0 3 0 4 0 3 0 4 4 1 4 4 4 3 2 0 4 4
split_gain=0.00180428 0.0132318 0.00538938 0.00812569 0.0127 0.0779308 0.0769977 0.0393161 0.00414087 0.0183684 0.022686 0.0051342 0.0120013 0.00596923 0.00471009 0.0251339 0.0583043 0.0202936 0.0961162 0.0184409 0.0828718 0.0273666 0.0497362 0.0268177 0.0173885 0.00922272 0.0085903 0.0062579 0.00623054 0.0122911
threshold=0.11531000000000002 0.11148000000000002 0.010890000000000002 61.966271448700006 0.41991500000000009 -0.032369999999999996 89.582113364650013 41.092444989200011 0.10507500000000002 62.046925192600007 65.687097501250022 0.10335500000000002 95.469836670350006 0.10249000000000003 86.103248543850015 39.011793722550003 84.226704768850013 0.085820000000000021 85.812895065800021 41.481306584950012 41.685324604100011 62.020040611300011 41.942745071500006 43.487767439550005 42.488347682450005 0.099855000000000027 -0.10423499999999999 76.451683855550016 41.481306584950012 44.952171034750002
decision_type=2 2 2 2 2 2 2 2 2 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 -2 5 6 -5 -8 11 -10 -11 13 -13 14 15 16 25 18 28 -19 -21 -22 -23 24 -24 26 27 -1 -17 -30
right_child=2 -3 -4 4 -6 -7 7 -9 9 10 -12 12 -14 -15 -16 17 -18 19 -20 20 21 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.10002991744366491 0.0024423800160802284 0.013717065462335752 0.0070173724106053536 -0.10407457514580076 -0.0011200914914720071 -0.00036423131046611036 -0.043112859513016952 0.075439670656672619 -0.013321317716866943 0.016705810322137884 -0.0090329070131355011 0.021651054157723029 -0.0018638307423826034 -0.006039306985333232 -9.2159250450352944e-05 0.0032624085346309849 0.084210152480532749 0.0015009905465239917 -0.086004390255090726 0.10071768938157413 -0.0034574528404525185 0.088686042123962514 0.0089529445156176727 0.055226808671954744 -0.1008583192616869 0.046473499775703371 -0.10068987547623642 0.080374489582491465 -0.060801019790631863 0.0071427255839568715
leaf_weight=0.0030141855098649306 2.1425057527121663 0.71534579217736549 0.66234830023836355 0.1641704839260002 2.5314950096008175 1.0178365388564998 0.07428960161889453 0.04486903530373354 1.1390709952993341 0.68638158632461432 0.68338528415129929 0.36642118499730614 0.53238813097385673 1.5324099035120742 32.81307202226418 1.07169015826787 0.10498657238500186 2.2427642072289022 0.14247025268559799 0.10777561319991935 0.5938063213868503 0.10061561122188323 0.025218399988943929 0.036528225240969547 0.033676644824822688 0.0076895999416137775 0.027915399038248523 0.0053103934046746515 0.046442159695000096 0.062396983215150748
leaf_count=125 36 63 53 24 46 13 40 14 32 34 70 33 20 27 2592 94 24 58 24 21 77 13 13 11 30 5 40 26 221 155
internal_value=-6.41413e-06 0.000230044 -0.00154115 -0.00248986 -0.00524704 -0.0132763 -0.0596617 0.00152795 2.31408e-06 -0.00393821 0.0038646 0.000250357 0.00772258 7.79622e-05 0.000328438 0.00332068 0.0437348 0.0019723 -0.00841635 0.00634889 0.0184617 0.00723773 0.0396337 -0.0120878 -0.053838 -0.0529967 -0.0741029 0.0150532 0.00094724 -0.0218492
internal_weight=49.7183 43.0808 6.63751 5.97517 3.83266 1.30117 0.283329 0.119159 42.3654 2.50884 1.36977 39.8566 0.898809 38.9578 37.4254 4.6123 0.148916 4.46338 1.323 3.14039 0.897621 0.789845 0.196039 0.0954233 0.058895 0.0439296 0.03624 0.00832458 1.18053 0.108839
internal_count=4034 3808 226 173 137 91 78 54 3745 136 104 3609 53 3556 3529 937 220 717 494 223 165 144 67 54 43 196 191 151 470 376
is_linear=0
shrinkage=0.1


Tree=480
num_leaves=31
num_cat=0
split_feature=2 1 0 3 4 2 4 3 1 4 0 4 2 1 2 2 4 2 2 2 4 3 1 1 1 4 0 0 3 1
split_gain=0.0018414 0.00584076 0.0228926 0.00968278 0.00286984 0.0153772 0.0180506 0.00653593 0.00495198 0.00453996 0.0034785 0.00235425 0.00543395 0.019103 0.017436 0.00508761 0.00314088 0.00697216 0.0298693 0.0697767 0.0501094 0.0341462 0.0276966 0.0174923 0.0551658 0.010281 0.00553726 0.0403747 0.0121351 0.00975619
threshold=0.26941000000000009 81.320481529800006 93.953546284800012 0.09450500000000002 34.466665687600006 0.15844000000000005 32.051492741500006 0.088555000000000023 69.563854125350005 33.151194885250007 88.872360418250011 35.050303764500008 0.20167500000000002 81.188747081400024 0.22598000000000004 0.17076500000000003 40.467253020850002 -0.12546499999999997 -0.10051499999999999 -0.117885 38.244973486750006 0.09180000000000002 62.240494178000013 66.45599652655001 68.20618276945001 40.098777110850008 85.764502819450016 85.705356740550016 0.10335500000000002 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=4 2 3 -2 5 6 7 -1 10 -10 -8 -6 15 14 -14 16 17 22 19 -19 -21 -22 25 -24 -25 -13 27 28 29 -18
right_child=1 -3 -4 -5 11 -7 8 -9 9 -11 -12 12 13 -15 -16 -17 26 18 -20 20 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.048766802471529314 -0.042388019858712531 -0.0019364261750307501 -0.10077268668819116 0.058529825278664016 -0.0046412961807405211 -0.052799714504525808 0.044913448300907113 -0.10062156289269149 0.054371219710225266 -0.0055901045361476838 0.10016271486786206 -0.0062727967197666393 0.07216785934504498 -0.00063503903057404384 0.0085926849476558424 -0.0086134225124707264 -0.02906379163583633 0.093102219116563134 0.0010040047002158286 -0.070916316197491017 -0.012609787143103466 0.066227160510501343 0.038537821578254493 -0.10371335415758021 0.00034236924509996065 -0.10396949714257529 -0.00077223378934951174 0.05233347121444052 0.04421640990731926 0.00052598094290292295
leaf_weight=0.0038100842921068292 0.016255623453529711 0.50452903170733876 0.028837086183185257 0.02290245910842259 1.0605447304909663 0.027433742213794687 0.024061090087494463 0.012660152519003098 0.026381510965334698 0.024219913340010502 0.0216488029982429 0.014872399872525643 0.079345753139931641 0.52547237789713108 0.094538018523081746 0.67709393541167529 0.12338561800131742 0.11843467778521699 14.499827238070543 0.071107717092034117 0.11320332347531803 0.1067432397187531 0.089915645707066005 0.055679240567769739 0.59975276591618432 0.039063277138950525 29.297509630774076 0.16369024700543366 0.058557669765661902 1.1498507411872365
leaf_count=105 34 84 32 16 38 20 37 29 16 44 10 79 21 36 34 42 321 16 556 32 33 13 36 10 212 7 1826 27 29 239
internal_value=-5.94122e-06 -0.00564437 -0.0331576 0.016636 5.98334e-05 0.0143458 0.0306787 -0.0660633 0.0472226 0.0256713 0.0710802 1.89023e-05 0.00012213 0.00887224 0.037603 -7.57757e-06 0.000117729 0.00126839 0.00175619 0.0283907 0.0020585 0.0256509 -0.0078306 -0.0028231 -0.00849721 -0.0770303 -0.000469266 0.00546608 -0.000294373 -0.00234148
internal_weight=49.6513 0.572524 0.0679952 0.0391581 49.0788 0.140215 0.112782 0.0164702 0.0963113 0.0506014 0.0457099 48.9386 47.878 0.699356 0.173884 47.1787 46.5016 15.7086 14.9093 0.409489 0.291054 0.219947 0.799283 0.745348 0.655432 0.0539357 30.793 1.49548 1.33179 1.27324
internal_count=4034 166 82 50 3868 261 241 134 107 60 47 3607 3569 91 55 3478 3436 994 650 94 78 46 344 258 222 86 2442 616 589 560
is_linear=0
shrinkage=0.1


Tree=481
num_leaves=31
num_cat=0
split_feature=1 0 4 1 0 3 1 4 0 2 2 3 0 1 0 3 3 2 1 4 2 4 1 4 2 2 1 4 4 1
split_gain=0.00177071 0.0432792 0.0339709 0.0272513 0.0186807 0.0138933 0.0107921 0.00552699 0.00448874 0.0226329 0.0369008 0.0482634 0.0198447 0.0724274 0.0927998 0.0699812 0.0282843 0.0313308 0.015369 0.12808 0.0410717 0.0304453 0.0262381 0.015153 0.00818857 0.0124156 0.00802448 0.00708357 0.00621591 0.0298007
threshold=71.015621515800021 96.163458868000006 43.631818398850008 71.397382570300024 96.039789794050009 -1.0000000180025095e-35 70.776348742200014 48.96897326980001 93.953546284800012 -0.056724999999999998 -0.10051499999999999 0.09180000000000002 90.297243227400017 66.590419433100024 92.313586825200005 0.09117500000000002 0.091470000000000024 -0.058374999999999996 63.530954080650012 38.625745710700009 -0.5775499999999999 36.893814626400008 62.55235532115001 41.685324604100011 -0.14259499999999997 -0.23783499999999999 67.940025414550021 39.256147742250008 39.664548207900005 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=6 2 3 5 7 -2 8 -4 12 10 11 -10 18 15 23 -14 17 -16 22 21 -21 -20 28 26 25 -22 -15 -18 29 -1
right_child=1 -3 4 -5 -6 -7 -8 -9 9 -11 -12 -13 13 14 16 -17 27 -19 19 20 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012355524400184407 0.052016143456105307 -0.00032085542292802923 -0.10016931972409603 -0.10105176248804593 0.100683304126713 -0.057546405044245623 0.012941645655756751 0.033409061281171243 -0.057791030576531489 -1.7799398554511005e-05 -0.10055540788860938 0.061380374047925339 0.086259013879646074 -0.1022531848865756 0.063577089611385168 0.0035039565857994653 0.0052100670175991865 0.0032362989116941666 -0.0035746161440524098 0.040430657965104762 -0.10037326514546024 0.043059708369908932 0.018723812773204063 -0.018923676016394206 -0.10167590124934492 0.032124921065315566 -0.0558021689488927 -0.030362528261115674 -0.00058526351921837016 0.040658714960425404
leaf_weight=2.1218567462676194 0.021052410847914871 15.404062565712016 0.0084901718942740345 0.097670984857771259 0.020383479073643684 0.025706604740205807 0.67249933709996312 0.0048767693513411823 0.08114624236821999 1.1227474944571429 0.062066643063957372 0.058471908097999403 0.21583597152493783 0.074812092016372844 0.17539524625266267 0.19406537048052996 0.11813354803962284 0.16892478014051449 0.71777854586562628 0.025819424416113179 0.016695868534192471 0.17391349962177571 0.75562740333532374 0.058056362529100625 0.17393580554369592 0.01226911973208189 0.073952917213318869 0.10639429464936256 26.642833229360587 0.21079361328963253
leaf_count=220 7 1595 148 121 1 35 28 46 37 54 60 14 50 34 33 14 28 37 66 10 80 34 50 28 76 7 15 15 1059 32
internal_value=-4.78078e-06 -0.000887665 -0.0498895 -0.0709969 0.0404365 -0.00821783 0.000399442 -0.0514348 0.000146617 -0.00555832 -0.0364015 -0.00788219 0.000382462 0.0130785 -0.00488901 0.0470791 0.0159672 0.0339737 -0.000105426 -0.0116029 -0.0783615 0.00552083 0.000327852 -0.0622525 -0.093478 -0.0442491 -0.0791618 -0.0116463 -0.000151881 0.00479809
internal_weight=49.6163 15.5822 0.17818 0.14443 0.0337504 0.046759 34.034 0.0133669 33.3615 1.32443 0.201685 0.139618 32.0371 1.18557 0.775669 0.409901 0.568848 0.34432 30.8515 1.12041 0.22872 0.891692 29.7311 0.206821 0.202901 0.028965 0.148765 0.224528 28.9755 2.33265
internal_count=4034 1953 358 163 195 42 2081 194 2053 165 111 51 1888 254 190 64 113 70 1634 273 173 100 1361 77 163 87 49 43 1311 252
is_linear=0
shrinkage=0.1


Tree=482
num_leaves=31
num_cat=0
split_feature=0 1 0 2 1 1 3 3 4 1 3 2 3 4 0 4 0 3 0 4 3 3 0 1 1 0 0 1 4 2
split_gain=0.00156523 0.00575749 0.0259651 0.0102871 0.0255762 0.0161243 0.00632354 0.0543604 0.0163905 0.0198216 0.00518133 0.00458038 0.0421737 0.0439935 0.00427377 0.0104401 0.00383978 0.00407205 0.0129408 0.00341558 0.0199007 0.0726596 0.0197016 0.0116898 0.0102856 0.0096118 0.0145181 0.00710572 0.0303154 0.00647521
threshold=97.878695155250014 78.527173532250018 100.27142289135001 -0.079634999999999997 82.457699319000014 83.740093847200015 0.10828500000000003 0.089675000000000019 41.066313126200008 77.543197856500015 0.096885000000000013 0.061925000000000015 0.09117500000000002 42.536568606950006 97.521130223850008 40.340071172300007 103.33357670195001 0.09062000000000002 103.48144189910001 38.400997490450003 0.10335500000000002 0.11922500000000003 96.959242474650011 65.687097501250022 72.752365468100024 94.773526014550015 93.953546284800012 67.192634054300015 36.79544512155001 -0.089795
decision_type=2 2 2 2 2 2 2 2 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 6 -3 4 -4 10 7 -2 -9 -10 -6 12 13 16 19 -16 -5 18 -18 20 25 23 -21 -22 -24 26 27 29 -29 -1
right_child=1 2 3 11 5 -7 -8 8 9 -11 -12 -13 -14 -15 15 -17 17 -19 -20 22 21 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.01989532216550206 0.00034854650569151615 0.049905269759283701 -0.1010245910289591 0.099640008886742557 0.076579042708390749 -0.1002395653605692 -0.0011402936004497289 -0.1012270758895302 -0.079070259980348417 0.014254116681575509 -0.022797935360971234 -0.0016384741983066931 -0.0035642946601836842 -0.10053876121177133 -0.0037793727083719158 0.014951082752977893 0.10025600599568936 0.10021861077196342 -0.10023274655305636 0.00012655112853232958 0.090849910509802331 -0.044076441993852265 -0.0024181500098602884 0.039942315258237597 -0.021459572643728719 0.0084386354449856454 -0.016038668588272926 0.052150143371317265 -0.028000030276435162 0.0012444784022751314
leaf_weight=0.15581464872987671 0.63196756957923961 0.10411397640871234 0.034111191238787655 0.072590383060742947 0.022653395262292264 0.0088663347303383072 1.0854199201830281 0.069675931307557448 0.050383808242258965 0.04150859075889457 0.0068278103447028107 3.0513121028261727 0.56623066991100846 0.014160644973703285 0.56425138056675794 0.62966519219003203 0.0077019664458930492 0.010335303242300142 0.0055317106054246779 36.893976273662602 0.090971433790400513 0.090780082685427033 0.5035052856637765 0.089467591256834567 0.64977692394143105 1.2213668058770961 0.59725404833352502 0.11633347592214693 0.07939816439311187 2.0674264595963443
leaf_count=197 139 28 125 17 75 444 70 43 27 17 12 209 67 103 21 25 1 2 82 2003 25 26 11 21 35 54 31 26 24 74
internal_value=-6.20506e-06 -0.0015523 0.000636488 -0.000713284 -0.0380315 0.0180027 -0.00610057 -0.0128854 -0.0646493 -0.0369148 0.0535635 1.20721e-05 0.0074562 0.0640202 0.000198177 0.00609897 0.0882536 0.0531843 0.0164512 3.26291e-05 0.00263508 0.0288956 -0.000275776 0.0656083 -0.0131464 0.000954327 -0.00207631 0.00137105 0.0196374 -0.000237093
internal_weight=49.5334 5.78339 3.90444 3.80032 0.0724587 0.0383475 1.87896 0.793536 0.161568 0.0918924 0.0294812 3.72786 0.676551 0.11032 43.75 1.19392 0.0961594 0.023569 0.0132337 42.5561 4.50881 0.271219 38.0473 0.180439 1.15328 4.23759 3.01623 2.41897 0.195732 2.22324
internal_count=4034 1461 1165 1137 656 531 296 226 87 44 87 481 272 205 2573 46 102 85 83 2527 478 72 2049 46 46 406 352 321 50 271
is_linear=0
shrinkage=0.1


Tree=483
num_leaves=31
num_cat=0
split_feature=2 2 2 4 2 1 3 3 2 0 0 2 3 4 1 0 1 2 2 3 3 2 4 4 4 1 0 3 0 0
split_gain=0.00154787 0.0183296 0.0110138 0.123106 0.0561225 0.0225178 0.053652 0.0590236 0.00867186 0.00767318 0.0325864 0.0128209 0.0101685 0.0101831 0.00918056 0.00584157 0.0233632 0.0104316 0.00780429 0.0110737 0.0123234 0.0104936 0.0315757 0.0362143 0.0133936 0.0468898 0.0515194 0.0167704 0.0213248 0.0162397
threshold=-0.086139999999999994 -0.087234999999999993 -0.081354999999999997 41.535369675400013 -0.083424999999999985 61.993156030000002 0.092835000000000015 0.085335000000000022 -0.085584999999999994 85.683849075550015 83.941728207000011 -0.13125999999999996 0.10507500000000002 35.050303764500008 55.782817748650011 86.054856297550018 62.00390986255001 -0.088224999999999984 -0.094519999999999993 0.086520000000000027 0.088145000000000015 -0.11103999999999999 41.035283712600005 38.244973486750006 42.660927378600007 62.116825104000007 87.350693116400024 0.087125000000000022 96.741477366050006 95.620390325650007
decision_type=2 2 2 2 2 2 2 2 2 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 8 -5 -6 7 -7 -2 10 12 -12 13 -1 -15 -11 -17 18 21 -20 -21 24 23 -23 -18 -26 -27 29 -29 -28
right_child=2 -3 -4 4 5 6 -8 -9 -10 15 11 -13 -14 14 -16 16 17 -19 19 20 -22 22 -24 -25 25 26 27 28 -30 -31
leaf_value=-0.10069159405121542 -0.050403892604198988 0.029633530284633731 1.9579045698022162e-05 0.045078390125655496 0.0082374470347340734 0.011431213471809469 -0.0018683826037411526 -0.10394035427537895 -0.095265874425548791 0.0040805968543160612 0.0093646707612142638 -0.089943529791777874 0.070285410672716944 -0.089985727926533796 0.02037021123861767 -0.011584175004516603 -0.0010552255113149942 0.013467932164741896 -0.01580536932214802 0.011725904529469838 -0.0052428427224341136 -0.012115534551074301 0.0029465906453336093 0.058024636107751396 0.10053776701994535 -0.10403398230806758 0.082081582100149986 -0.068434656272382974 0.057096630086533311 -0.10013271184732886
leaf_weight=0.0092989849133572333 0.062215906098799678 0.2167243741605408 29.439131874440154 0.2479593440946245 0.55022953773004679 0.068321896873143828 0.51781844861397985 0.12634715795184093 0.14014795202696717 3.790420891200486 0.016435362186427938 0.06219710487289376 0.025095234462213512 0.0083598969872502593 0.076711038023404399 1.6343115011404723 6.2951970361809595 0.64964576230297133 0.63066985193061276 0.5806704189021733 1.6276853668399311 0.1078807766946589 2.1638600573264419 0.23173284386908222 0.058658606372773814 0.038884530076757073 0.054516301075599571 0.029539115474108257 0.024973549659932814 0.0053732670902852378
leaf_count=82 11 28 1749 34 12 26 8 57 54 84 29 69 17 69 275 18 591 31 48 13 53 36 93 43 10 4 172 25 23 270
internal_value=-4.90496e-06 0.000723985 -0.000433992 -0.00822876 0.00158276 -0.00695846 -0.0186937 -0.063449 -0.0814732 0.000378253 -0.0191949 -0.0691866 0.0137098 -0.00133497 0.00952556 0.000594577 -0.000340321 0.00112984 0.000453414 -0.00411859 -0.000781039 0.00189394 0.0073958 0.0357441 -0.000222772 0.0245027 -0.00459375 0.0292053 -0.0109258 0.0657334
internal_weight=49.491 18.3388 31.1522 1.71304 1.51068 1.26272 0.712488 0.194669 0.202364 18.1221 0.198098 0.0786325 0.119465 0.0943699 0.0850709 17.924 14.1336 12.4993 11.8496 2.83903 2.20836 9.01062 2.50347 0.339614 6.50714 0.211945 0.153287 0.114402 0.0545127 0.0598896
internal_count=4034 2083 1951 202 137 103 91 83 65 2055 541 98 443 426 344 1514 1430 1412 1381 114 66 1267 172 79 1095 504 494 490 48 442
is_linear=0
shrinkage=0.1


Tree=484
num_leaves=31
num_cat=0
split_feature=0 1 4 3 1 1 3 0 2 3 3 2 1 3 3 2 1 3 4 4 4 4 0 3 2 2 2 2 3 0
split_gain=0.00160967 0.0159605 0.0290457 0.0432342 0.00992749 0.0758244 0.0552841 0.0298501 0.035851 0.0152102 0.039392 0.0122894 0.00932676 0.0124488 0.0806348 0.0443152 0.0430549 0.0277277 0.0271561 0.0544831 0.0134052 0.00886016 0.0102773 0.00903971 0.012215 0.0312886 0.00927567 0.00681447 0.00654169 0.00649761
threshold=87.170566421650008 62.116825104000007 43.157831852650006 0.088655000000000025 62.132955852800002 62.154463517850012 0.08674500000000003 85.963448721100022 -0.10423499999999999 0.079805000000000029 0.082205000000000014 -0.063749999999999987 62.116825104000007 0.09013000000000003 0.088555000000000023 -0.13953999999999997 62.030794443850006 0.08729000000000002 41.481306584950012 41.827117825850003 42.686561923500008 39.861052345600008 84.226704768850013 0.096885000000000013 -0.086139999999999994 -0.037054999999999998 -0.083954999999999988 -0.082424999999999998 0.085335000000000022 77.693751511800016
decision_type=2 2 2 2 2 2 2 2 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 9 8 -8 -7 -11 -10 13 14 15 16 29 -17 -16 -20 21 22 -15 26 -25 -26 -23 -22 -12 -1
right_child=1 -3 -4 -5 5 6 7 -9 11 10 28 -13 -14 20 18 17 -18 -19 19 -21 27 23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0025734171946579197 0.078855468953782148 7.3547716808412301e-05 -0.0012537085700731955 0.0078873412203316721 -0.076416712272258339 -0.0063265667048974213 0.097720328985859237 -0.087344645617587702 -0.10042108774893393 0.0047323443913497316 0.046336735158393816 0.0072580055025009893 0.0088712813416646271 -1.9559721626379129e-05 -0.10441076585342586 -0.0010454634430727076 0.10107615276588824 -0.020889515334553757 0.052293990959160132 -0.10114301686112886 0.018090099120680447 -0.0014629921830404456 0.015750648557140059 0.00076488052738157787 -0.01912273027698189 0.0011755213586323741 0.0073621362230445325 0.0030345465532607718 0.091442328621291563 -0.10011260221608015
leaf_weight=0.057791707792917424 0.14080245609511877 24.179730745995403 0.52604282580432482 0.21991901402361691 0.14805883325879987 0.48824906355461928 0.023498769094615568 0.10432452859822661 0.025413376813730792 0.52268619451308496 0.07323446652480925 0.018182298903528848 1.1089428403095087 0.92119768606450125 0.098770038809334326 6.1445741145477522 0.080868539516814053 0.79526413883013436 0.043627024395391345 0.049285702725683223 0.65981511527706971 2.5898033114750376 0.74942796547838952 3.7507573749444396 1.3531026298990676 1.7307291030824714 2.2049856812078001 0.55226589701326989 0.057319763654959388 0.0068976009982861788
leaf_count=288 20 2602 4 32 15 48 11 23 19 13 57 33 16 43 15 383 5 39 4 38 28 29 32 44 38 36 34 27 30 28
internal_value=-5.79073e-06 0.000556778 0.0137332 0.0355887 -0.000584697 -0.00857694 -0.000926541 -0.0538794 -0.00184463 0.00702546 0.0170051 -0.0555117 -7.47685e-05 -0.000530071 -0.00390551 -0.00217413 0.0524332 -0.00331947 -0.0679045 -0.0290969 0.00116254 0.000245028 0.00705482 -0.000733236 -0.00306845 -0.00773081 0.00259543 0.0112303 0.0661403 -0.00837564
internal_weight=49.4256 25.0665 0.886764 0.360721 24.3591 1.46097 1.31291 0.171419 0.0670944 1.14149 0.65324 0.0435957 22.8981 21.7892 7.27708 7.0854 0.145558 6.93984 0.191683 0.0929127 14.5121 13.3 1.67063 11.6294 6.83459 3.08383 4.79479 1.21208 0.130554 0.0646893
internal_count=4034 2658 56 52 1376 249 234 86 63 148 100 52 1127 1111 800 743 321 422 57 42 311 256 75 181 118 74 63 55 87 316
is_linear=0
shrinkage=0.1


Tree=485
num_leaves=31
num_cat=0
split_feature=0 3 3 0 1 1 0 0 1 1 0 2 3 4 0 4 4 4 4 4 0 2 0 1 4 3 1 1 3 0
split_gain=0.00151408 0.019938 0.0184556 0.0095695 0.00809791 0.00772954 0.00426009 0.0022799 0.00435792 0.00505469 0.00406724 0.00909964 0.0411337 0.0185414 0.0295577 0.00399225 0.0255851 0.0139807 0.0210523 0.0167706 0.00367358 0.00442183 0.00347945 0.0115335 0.024415 0.0388052 0.00824033 0.0652326 0.0481337 0.0261739
threshold=102.89804648475001 0.090735000000000024 0.089835000000000012 103.48144189910001 82.457699319000014 82.678152885650022 102.31465107045001 97.878695155250014 75.408562100950022 75.634392583900009 101.10215645365001 -0.08786999999999999 0.10546000000000001 41.147265497500008 99.994511703900017 39.256147742250008 40.636252116050009 42.622319549950006 43.077238082650005 43.308802343500005 96.959242474650011 -0.10423499999999999 87.170566421650008 62.116825104000007 43.157831852650006 0.088655000000000025 62.132955852800002 62.154463517850012 0.08674500000000003 85.963448721100022
decision_type=2 2 2 2 2 2 2 2 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 7 8 20 -10 11 -9 13 -13 -15 -11 -17 -18 -19 -20 22 -22 26 24 25 -24 -1 -28 -29 -30
right_child=1 -3 -4 4 5 -7 -8 10 9 15 -12 12 -14 14 -16 16 17 18 19 -21 21 -23 23 -25 -26 -27 27 28 29 -31
leaf_value=-6.7352123977130796e-05 -0.0024162959475470527 -0.10047480200448561 0.080727708063852821 -0.10028777987072011 0.099100647289268456 -0.10001790328581286 0.0084507997580929826 -0.00038167451662989086 0.012733545594155111 0.0033845530334066774 0.00032943941479827196 -0.10121746829411545 -0.0039197782943720429 0.057346802881902872 -0.10094293177000979 -0.090277967663638992 0.065900587309787539 -0.10165539973054138 0.10035863899772374 -0.10021096597644207 0.00083141169486008592 -0.008126153575479458 0.075602387127728238 0.00072207633844162855 -0.0011274313937008691 0.0071038909670984186 -0.072519238630791821 0.0063761687076785345 -0.0018000198107901027 -0.084737708630738096
leaf_weight=22.855459885792349 0.50014609662112031 0.021117296522895845 0.026030166219726425 0.018573089147448429 0.0048719067561222573 0.0032500744094195455 0.59693778368784833 1.1900368191290622 0.58853979898049036 0.52444353592528614 2.691340332757477 0.070397764470043422 0.58831508055658333 0.024075510670172662 0.023130652696011111 0.033330292091704905 0.031290559236367699 0.01840652310124824 0.015118063660338521 0.0057561325174475533 1.0302773933258325 1.1848700021964749 0.13260914199054141 14.988490823702028 0.52644370106281713 0.21976413857191801 0.14080291932714151 1.1359606032195251 0.06254713399796874 0.097156096737307962
leaf_count=1127 20 217 20 89 7 607 47 128 18 14 191 44 49 16 26 8 11 8 2 85 22 31 20 944 4 32 15 148 61 23
internal_value=-5.25581e-06 -0.00511127 -0.0014688 -0.00552996 -0.0638661 0.0194218 5.48316e-05 -4.91953e-05 0.000173961 0.00607416 -0.00216976 -0.00571742 -0.0147124 -0.0687027 -0.0202139 -0.000163349 -0.0180714 0.0160312 -0.0236941 0.0450509 4.52216e-06 -0.00395994 0.000223198 0.00137491 0.0125091 0.032882 -0.000529088 -0.00787572 -0.000850757 -0.0522555
internal_weight=49.3495 0.573989 0.552871 0.526841 0.0266951 0.00812198 48.7755 48.1786 43.5913 1.21688 4.5873 1.89596 0.705919 0.117604 0.0472062 0.628345 0.103902 0.0705713 0.0392807 0.0208742 42.3744 2.21515 40.1592 15.8673 0.878817 0.352373 24.2919 1.43647 1.29566 0.159703
internal_count=4034 960 743 723 703 614 3074 3027 2573 146 454 263 135 86 42 128 114 106 95 87 2427 53 2374 1000 56 52 1374 247 232 84
is_linear=0
shrinkage=0.1


Tree=486
num_leaves=31
num_cat=0
split_feature=4 0 2 0 0 0 3 2 2 4 1 1 3 3 2 4 2 2 4 1 0 3 3 0 0 1 4 3 0 2
split_gain=0.00158131 0.00790317 0.0206744 0.0478148 0.0215538 0.0126812 0.0239168 0.0126189 0.04195 0.032981 0.025102 0.00801381 0.00648478 0.0103093 0.00687671 0.0084861 0.00632455 0.00979084 0.00891034 0.0241417 0.0189764 0.014964 0.0140278 0.0145086 0.00700186 0.00978088 0.0106801 0.00875261 0.00677656 0.00624633
threshold=40.563919884450009 85.812895065800021 -0.091919999999999988 85.705356740550016 85.121961326250016 85.995710218650018 0.10932000000000001 -0.073609999999999995 0.0023400000000000005 41.646178195200001 61.998532946250002 55.782817748650011 -1.0000000180025095e-35 -0.14860999999999999 -0.23783499999999999 43.572676689450006 -0.12546499999999997 -0.117885 39.952536079750011 66.45599652655001 93.899777122150013 0.11660000000000002 0.087245000000000031 87.638358136350021 93.953546284800012 83.116371560950014 35.509685375550013 0.096315000000000026 86.162394622750014 -0.13953999999999997
decision_type=2 2 2 2 2 2 2 2 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 11 6 -3 -4 9 -9 -11 -2 13 -13 15 -14 18 -18 19 21 -21 22 23 28 -22 26 -26 -27 -1 -7
right_child=1 5 7 -5 -6 29 -8 8 -10 10 -12 12 14 -15 -16 -17 17 -19 -20 20 24 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.010086003721180421 -0.087892378530409848 -0.023690889704347989 -6.0321213441810071e-05 0.084063217359383657 -0.10038733001867986 0.0059249648390094743 0.00047193387494285028 0.076440470879890463 -0.087390127278002272 -0.10087013531780105 0.03888105167639036 0.017095273135772644 -0.10027954118123264 -0.1003095005886149 0.08013677753670341 0.074658170351382433 0.013758015518713954 0.00082059278088826527 -0.0025855190455260483 -0.10334755670641199 0.10015508511552254 0.089895242508777867 -0.072317512986490959 -0.058340046222896041 0.061912628204954925 0.081213535117490576 -0.086285907408897439 -0.10019943071999758 0.10014636627192045 -0.000800409239775325
leaf_weight=0.0078675843176992388 0.0075808944985599194 0.689574928990626 2.194843030321636 0.10241561161819845 0.021338459765502193 1.465509294474322 1.009111426228628 0.11210736296925716 0.027635906107423835 0.0220388776630287 0.030835760402226242 0.04244229767630292 0.0056361110518992064 0.0090792384688711536 0.025438746332610784 0.0054585106379363424 0.60557162317878521 17.184204328520664 1.6015079967109498 0.048989867770671935 0.0046753757633268824 0.019812550061033107 0.022863212094151208 0.013680246513104066 0.0059606751785512549 0.011417363474234332 0.026401979722692204 0.0034671190693327256 0.019154097069986165 23.946835381712368
leaf_count=152 67 51 93 19 39 573 7 12 157 25 32 40 22 84 14 53 20 997 49 20 1 15 18 11 22 110 90 19 5 1217
internal_value=-6.36111e-06 -0.000466048 0.00479299 0.0341707 -0.00951209 -0.000971729 -0.00933687 0.0020934 0.0266346 0.0457347 -0.0193692 0.0107642 0.0192578 -0.00359405 0.0514848 -0.0142109 0.000691495 0.00126099 -0.00498169 -0.0258048 -0.058704 0.0140133 -0.00963824 0.0255702 -0.0165819 -0.0281337 -0.0589901 0.0389561 0.0680513 -0.000412562
internal_weight=49.2935 29.7179 2.60685 0.21939 0.116974 27.111 1.69869 2.38746 0.192618 0.164982 0.0528746 0.0956358 0.0880549 0.0515215 0.0365334 0.0110946 19.5756 17.7898 1.7858 0.18429 0.100912 0.0833777 0.0635651 0.0407019 0.0519225 0.0472471 0.0323627 0.0148845 0.0270217 25.4123
internal_count=4034 2505 657 338 319 1848 58 319 226 69 57 280 213 124 89 75 1529 1017 512 463 262 201 186 168 242 241 112 129 157 1790
is_linear=0
shrinkage=0.1


Tree=487
num_leaves=31
num_cat=0
split_feature=1 4 2 1 1 1 2 2 1 0 1 3 3 0 0 0 3 3 0 3 3 1 1 0 0 0 1 3 0 2
split_gain=0.00150665 0.0180024 0.0127092 0.00865231 0.00591522 0.00532606 0.004519 0.00940188 0.0021232 0.0230953 0.0155663 0.0364253 0.0180831 0.0274438 0.0373638 0.00375161 0.00837175 0.0402195 0.00374868 0.00334867 0.00563402 0.00292493 0.00778417 0.00316155 0.00376953 0.00309015 0.0146033 0.00715763 0.0244917 0.00808555
threshold=81.320481529800006 39.184300550350009 -0.085584999999999994 87.030766598900016 83.740093847200015 87.33187390945001 -0.58559499999999998 -0.086139999999999994 76.279622535200005 100.27142289135001 80.677940036650014 0.09914000000000002 0.087245000000000031 98.674478761850011 97.521130223850008 101.55650587770002 0.081280000000000019 0.089850000000000027 97.878695155250014 0.11278000000000003 0.088655000000000025 75.634392583900009 75.408562100950022 96.959242474650011 97.521130223850008 87.350693116400024 62.116825104000007 -0.09053499999999999 94.940210418650011 -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 -4 6 -5 -3 -8 18 10 11 12 13 14 -10 -11 -17 -18 21 20 -20 22 23 25 -25 -1 -27 28 -28 -29
right_child=1 2 3 5 -6 -7 7 -9 9 15 -12 -13 -14 -15 -16 16 17 -19 19 -21 -22 -23 -24 24 -26 26 27 29 -30 -31
leaf_value=-0.00046182425665076976 -0.00040050751090791101 0.099745030815891395 -0.10073877834022403 0.086287730299447446 -0.10029442076879563 -0.10014663962914815 -0.10012979295110716 0.10014571668304027 -0.10033270223104079 -0.0066128422962152215 0.084012597213928841 -0.082881233657408182 0.073743118010489578 -0.10120909932413034 0.096871440357945482 -0.0020960716191639295 0.069647746101605193 0.0014653203391772512 -0.00052175585442339059 0.0015070330170971311 -0.014896816213969386 -0.0071868119845967639 0.011647360987810287 -0.0076895012010808755 0.00055937842051065594 0.015510840904313672 -0.0023963503379403053 0.014608018012975644 0.076643174828847582 4.8901728880684302e-06
leaf_weight=25.010395944341177 1.0196309817060951 0.0069178991634544209 0.039618443385045277 0.0044185384758748105 0.0037896874987672904 0.0023458795534754273 0.0050245716167456314 0.004393715877085814 0.013290220501218086 0.62758777823367529 0.048296966793714091 0.02878046707530757 0.07608052906904561 0.018477196254139017 0.034674098534765108 1.5039354548334389 0.10063962249674308 0.61642982524463719 0.52446614866903363 0.56161477722343978 0.56783970418572949 0.54657193264262005 0.58338866156191116 1.1338387058767687 1.0832534908608975 0.69472815707558666 0.14012550163673942 0.38985862519869563 0.05443331581068378 13.811328190555754
leaf_count=1412 325 5 87 2 274 199 80 1 91 57 5 43 22 18 8 76 40 83 78 21 60 14 18 28 25 36 91 202 19 614
internal_value=-5.40368e-06 -0.00368857 -0.0540972 -0.0828923 0.012265 0.0216329 0.0383767 -0.00669947 7.76446e-05 0.00262308 0.0338709 0.019734 0.0404558 0.00233929 0.042229 0.000214174 0.00214328 0.0110346 -9.55169e-05 -0.00476823 -0.00799469 8.23581e-05 0.000174969 1.68122e-05 -0.00365916 0.000220049 0.00135016 0.000666777 0.0197172 0.000405783
internal_weight=49.2562 1.08614 0.0665087 0.0463829 0.0201259 0.00676442 0.0163362 0.00941829 48.17 3.06819 0.219599 0.171303 0.142522 0.0664415 0.0479643 2.84859 2.221 0.717069 45.1018 1.65392 1.09231 43.4479 42.9014 42.318 2.21709 40.1009 15.0905 14.3957 0.194559 14.2012
internal_count=4034 973 648 288 360 201 86 81 3061 443 187 182 139 117 99 256 199 123 2618 159 138 2459 2445 2427 53 2374 962 926 110 816
is_linear=0
shrinkage=0.1


Tree=488
num_leaves=31
num_cat=0
split_feature=4 0 2 0 0 2 0 0 1 0 2 1 4 2 2 2 2 3 3 4 4 4 1 1 3 3 3 0 1 2
split_gain=0.00146667 0.00666622 0.0180732 0.0420306 0.0194649 0.0108844 0.0396288 0.0105884 0.00909618 0.00702702 0.0077157 0.00701985 0.0226064 0.0357187 0.00662052 0.0419297 0.0278293 0.0563686 0.053137 0.0127688 0.0115343 0.0452532 0.0799968 0.0392964 0.0145651 0.0124944 0.00993586 0.0361883 0.0152178 0.0126003
threshold=40.563919884450009 85.812895065800021 -0.091919999999999988 85.705356740550016 85.121961326250016 -0.073609999999999995 85.667718326750006 85.877418060900013 58.167480110400007 71.131225215400022 -0.23349 61.993156030000002 42.233786329550007 -0.037054999999999998 -0.083424999999999985 -0.086139999999999994 -0.081354999999999997 0.092835000000000015 0.085335000000000022 40.80591513400001 41.385032804600009 41.827117825850003 62.154463517850012 64.407391431150018 0.086955000000000018 0.089415000000000022 0.087555000000000022 87.638358136350021 62.213609596700003 0.059320000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 9 -4 8 -3 -7 -2 -11 12 13 -9 15 -13 17 18 -16 -18 25 22 -22 -24 -25 -21 27 -23 -28 -29
right_child=1 7 5 -5 -6 6 -8 11 -10 10 -12 14 -14 -15 16 -17 19 -19 -20 20 21 26 23 24 -26 -27 28 29 -30 -31
leaf_value=0.00066865040657564014 -0.085805711950719885 -0.014047726026490112 -8.098110462297071e-06 0.08135432197171763 -0.10035032422358221 0.036657180885330702 0.047057583018406068 -0.021481694514265737 -0.10050154572518857 -0.0099316452558678575 0.050600493651234105 0.00093261356360592278 0.0068995881695823151 0.0028928257421763429 0.0067645946548508806 0.043924265038715271 -0.010786448197093608 -0.0032728611614906509 -0.10312652328321917 -0.0049256775592310563 -0.080045350394346182 0.024346484667310285 0.10028590919983993 0.032159793968516197 -0.10070242534910377 0.010769195322357782 -0.015740184623343572 -0.013563250948298151 -0.00026664601913953793 0.0023254991568112475
leaf_weight=19.548575696178922 0.0070493916442714291 0.59984720520151569 2.1955290987042422 0.095654530974570662 0.019305709082459543 0.0059265414120223117 0.14986828106520989 1.3002387342130535 0.02625690006774839 0.045458929510857948 0.0392286805658838 10.198273615914536 1.134216561411449 1.1182781917159474 0.066280032450873771 0.23201876960581458 1.0695157249064564 0.51246022094710497 0.13091091529002341 0.69569434742626812 0.1766427350230505 0.70083342795260328 0.046298143934109248 0.014789840347759764 0.018662824335478945 1.8722892782545271 0.79219280384131696 0.61827518364532563 3.2150737301384984 2.5896980879657057
leaf_count=1529 65 27 93 19 39 122 27 38 77 134 81 936 17 19 15 27 34 7 60 50 14 62 22 26 15 58 45 92 174 110
internal_value=-3.9413e-06 -0.000446839 0.00440597 0.0327687 -0.00908392 0.00194023 0.0254369 -0.000909565 -0.0752439 0.0101227 0.0181078 -0.000612202 -0.00474866 -0.0102114 2.81369e-05 0.00188895 -0.00152214 -0.0207556 -0.0661898 -0.000366413 0.000671197 -0.00116578 -0.0425133 0.0406177 -0.0419624 0.00651729 0.00017342 0.00376057 -0.0033256 -0.000736752
internal_weight=49.2353 29.6868 2.58428 0.206697 0.111043 2.37758 0.182052 27.1025 0.0321834 0.091737 0.0846876 26.5026 3.55273 2.41852 22.9499 10.4303 12.5196 0.709651 0.197191 11.81 10.7405 8.17247 0.256394 0.0797508 0.0334527 2.56798 7.91607 3.90881 4.00727 3.20797
internal_count=4034 2505 657 338 319 319 226 1848 199 280 215 1821 74 57 1747 963 784 82 75 702 668 560 77 63 41 108 483 264 219 202
is_linear=0
shrinkage=0.1


Tree=489
num_leaves=31
num_cat=0
split_feature=1 1 3 1 4 1 0 0 2 2 0 3 4 2 2 2 2 3 0 0 4 2 2 2 3 3 4 2 3 3
split_gain=0.00169355 0.0306227 0.0823193 0.0166595 0.0758113 0.0564803 0.0369282 0.0426737 0.0190558 0.0183374 0.0102661 0.0318073 0.0219612 0.0570335 0.0256183 0.0530459 0.0096958 0.0265163 0.00823706 0.0255893 0.0655945 0.0210668 0.0848884 0.00804762 0.00627791 0.0535101 0.0724065 0.0229664 0.0547429 0.0562438
threshold=64.665483411650015 62.55235532115001 0.085820000000000021 66.351146659450009 38.244973486750006 66.590419433100024 92.313586825200005 90.111739616350022 0.15844000000000005 -0.11347 93.953546284800012 0.10791500000000002 40.750688432250008 -0.10051499999999999 -1.0000000180025095e-35 -0.063749999999999987 -0.11347 0.093160000000000034 94.625660817400004 94.985914206850012 41.919251152600005 -0.056724999999999998 -0.117885 -0.18231499999999998 0.09013000000000003 0.088555000000000023 41.481306584950012 -0.037054999999999998 0.087555000000000022 0.086520000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 24 -3 4 -2 -5 7 -7 9 -9 11 12 14 -14 15 -8 17 23 21 20 -20 22 -12 -6 25 27 -27 -1 29 -29
right_child=3 2 -4 5 16 6 10 8 -10 -11 18 -13 13 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0016676705324275389 -0.0017231730455662558 0.09362288070484534 0.0066812736652872538 0.046730937569289845 -0.031255617765044548 0.03960216923086389 0.0065577992936534856 -0.026705126263834339 -0.0068031887082377956 -0.10184157036255104 0.068525255328268073 -0.040805159669406808 0.057338554304039516 -0.10157997816201694 -0.0092925678735148263 0.094814588766127292 -0.10091516316370125 -0.10118803409009458 0.071708459825591514 -0.00053479974471143106 -0.10124782113265925 -0.0028264712226113049 -0.10155529603365543 0.098655674400032117 0.0010778023381308817 -0.10365115308522591 0.0022366830412331889 0.0015805418860220855 -0.046984784027387962 0.099677650325767572
leaf_weight=10.772659080880576 0.80049812993502456 0.12532821758693913 0.831053046664465 0.25433236468234355 0.0081124190066930169 0.054868599480047631 0.13688189095228154 0.04768968209441482 0.050442046879766167 0.1018558548926336 0.043276611017034838 0.090891855861627846 0.046250270524296866 0.044131324682084028 0.097378011327239444 0.13552997773513198 0.089575412836623514 0.033445612993091345 0.12332338102669638 16.590977430799342 0.02666986884367617 0.57403212786920477 0.091159357545208763 0.011567950990865938 17.416393591803157 0.12030803758489206 0.13940947228365985 0.11836397439250035 0.07744386479782861 0.11546002526029042
leaf_count=637 54 73 72 30 68 53 23 32 30 41 56 15 26 17 33 19 49 7 42 1784 90 45 58 5 410 18 46 179 9 13
internal_value=-4.01429e-06 0.000470824 0.0180745 -0.000729381 -0.0136933 -6.87774e-05 -0.000720788 -0.0385196 -0.0599532 -0.0778808 -0.000185621 0.0132529 0.0239303 -0.0202578 0.0347305 0.0504672 -0.080841 -0.0469942 -0.000610017 -0.00016306 0.0409556 -0.0111715 -0.0468043 0.0451051 -0.000114565 -0.00194526 -0.0468134 -0.000893913 0.025885 0.0500199
internal_weight=49.1693 29.7164 0.956381 19.4529 0.9432 18.5097 18.2554 0.254856 0.199988 0.149546 18.0005 0.551063 0.460171 0.0903816 0.36979 0.272412 0.142701 0.053126 17.4494 16.741 0.149993 0.708468 0.134436 0.0196804 28.76 11.3436 0.259718 11.0839 0.311268 0.233824
internal_count=4034 1457 145 2577 183 2394 2364 156 103 73 2208 133 118 43 75 42 129 80 2075 1916 132 159 114 73 1312 902 64 838 201 192
is_linear=0
shrinkage=0.1


Tree=490
num_leaves=31
num_cat=0
split_feature=2 2 2 4 1 0 4 0 1 0 0 3 3 3 4 1 2 4 4 3 2 0 0 1 4 4 2 2 4 0
split_gain=0.00148817 0.0143409 0.0111403 0.116692 0.0257809 0.095434 0.0901666 0.011599 0.0273252 0.00635763 0.027022 0.01068 0.0145637 0.00850514 0.00886206 0.00644705 0.00588692 0.00424681 0.0220505 0.0176863 0.0329054 0.0226976 0.0298857 0.0218481 0.0152709 0.0130094 0.0106078 0.0083867 0.00663221 0.011187
threshold=-0.086139999999999994 -0.087234999999999993 -0.081629999999999994 41.535369675400013 62.046925192600007 88.872360418250011 43.111435027700004 90.407470010750018 70.171445662850019 85.683849075550015 83.941728207000011 0.09117500000000002 0.09013000000000003 0.10507500000000002 35.050303764500008 55.782817748650011 -0.08262499999999999 42.824128352900011 42.940640897800002 0.085910000000000028 -0.13953999999999997 86.89903215050002 97.39208423365001 62.55235532115001 43.969738121350005 49.122847560300009 -0.095854999999999996 -0.22932499999999997 43.680097826700013 86.20003303655001
decision_type=2 2 2 2 2 2 2 2 2 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 7 16 -6 -7 -2 -9 10 13 12 -12 14 -1 -16 -5 -11 -19 20 23 -21 24 -20 -23 27 28 -25 -22 -30
right_child=2 -3 -4 4 5 6 -8 8 -10 17 11 -13 -14 -15 15 -17 -18 18 19 21 26 22 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-0.10063385751417478 -0.10285584824125063 0.02662601473595513 2.1079569132822968e-05 0.014002906067929267 -0.10278963594252971 0.077167693536439194 -0.067184567142285156 0.039279088076986213 -0.1012885120878734 0.00094775083876866794 -0.065690121562399076 -0.099739213985388639 0.093365132832570502 0.067618131566615655 -0.08405789490666149 0.017019864678191568 -0.00024094880209079447 -0.077610239735134257 -0.10373947873161615 -0.000962933841313903 0.10029303237604531 -0.1014430874424071 0.044972736215537677 -0.046631855650856785 -0.014182800361629236 -0.10015635327001536 -0.011381998080178608 0.093447559152945545 -0.10020252685563791 0.068088440191814661
leaf_weight=0.0082003238672284651 0.11901392688014611 0.21109389732850914 29.255305819981963 0.63110202142706839 0.10323337801673904 0.10549606978489123 0.073361836000600533 0.022110484074801207 0.036922168515161058 16.932068737949479 0.019910525978701799 0.041191769615579688 0.0080981066566891968 0.022181242274996293 0.0068954599104555916 0.074360076619505833 0.53709100369633211 0.041220534103417639 0.024451341450912878 0.55367101907904726 0.05104120463161621 0.066081390994895628 0.026603199199057848 0.0056580951663249826 0.028794297422791715 0.0065820969154231071 0.015631881355375299 0.017473144827163223 0.0047405649384018025 0.023684556532174383
leaf_count=82 13 28 1763 29 24 33 18 4 47 891 65 31 2 17 69 275 20 10 6 24 14 46 33 88 22 198 24 44 5 109
internal_value=-4.37648e-06 0.000713181 -0.000426998 -0.00847737 0.00090233 -0.0262299 0.017959 -0.08488 -0.0486394 0.000408927 -0.0182466 -0.0673447 -0.0197026 0.0121877 -0.00155663 0.00844226 0.00745412 0.000598481 -0.00623335 -0.00266452 0.0284863 -0.00955138 -0.0486954 -0.0337274 -0.07496 0.0238861 0.0639211 0.059183 0.078734 0.0400219
internal_weight=49.0733 18.1896 30.8836 1.62833 1.45028 0.282091 0.178858 0.178047 0.0590327 17.9785 0.180838 0.0692004 0.0280086 0.111637 0.0894559 0.0812555 1.16819 17.7977 0.865633 0.824413 0.149263 0.67515 0.121479 0.0541647 0.0948757 0.0297133 0.0950982 0.0231312 0.0794663 0.0284251
internal_count=4034 2083 1951 188 124 75 51 64 51 2055 541 98 67 443 426 344 49 1514 623 613 488 125 101 336 68 330 152 132 128 114
is_linear=0
shrinkage=0.1


Tree=491
num_leaves=31
num_cat=0
split_feature=1 0 4 3 0 4 1 4 2 2 3 2 1 3 2 4 2 0 0 1 2 0 2 3 4 3 4 2 2 4
split_gain=0.00148495 0.0459208 0.0287338 0.0252135 0.0159546 0.0124226 0.00835947 0.00494003 0.00377671 0.020052 0.0766971 0.0125965 0.0799628 0.0680906 0.120752 0.0736507 0.0603747 0.127943 0.0547617 0.0110231 0.0554477 0.0701065 0.0385626 0.020793 0.0112534 0.0110288 0.00781636 0.157565 0.0130669 0.0110513
threshold=71.015621515800021 96.163458868000006 42.310579034350006 -0.059734999999999996 96.039789794050009 42.47354681640001 70.776348742200014 48.96897326980001 -0.083424999999999985 -0.087234999999999993 0.091935000000000031 -0.06828999999999999 62.079186690200011 0.08674500000000003 -0.075639999999999999 38.748048509250005 -0.058374999999999996 86.329079026800017 86.89903215050002 66.351146659450009 -0.12546499999999997 91.066142252700018 -0.14429 0.085035000000000013 39.458743938000005 0.093160000000000034 40.750688432250008 -0.037054999999999998 -0.053159999999999992 41.481306584950012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 5 -4 8 -7 9 19 -11 12 -10 14 18 -15 17 -13 -14 -1 22 -22 23 -21 -23 -25 28 -28 -18 -29
right_child=1 -3 4 -5 -6 7 -8 -9 11 10 -12 16 13 15 -16 -17 26 -19 -20 20 21 24 -24 25 -26 -27 27 29 -30 -31
leaf_value=0.00013076858783712614 0.017425011125139226 -0.00025851424005588668 0.10008786378118568 -0.10091918359587451 0.089812695392991734 -0.10025235459500642 0.011517981026268557 0.022423524960277399 -0.00077158239210198937 -0.031415562632365682 0.053502665644212292 -0.028938840391233362 0.098351722698399535 -0.0059208383495960581 -0.091407994064394094 -0.10312765813918573 0.01508474425626783 0.093670030920555175 -0.0082541396959392218 -0.079803452685025214 0.099167946704168536 -0.018313578767102646 -0.10299963695333843 0.053324709618054682 0.02690198830817216 -0.011257628713404475 -0.081709710336325264 0.0093316693278943583 0.00059691571381145911 -0.0019745758397255223
leaf_weight=13.87661427257013 0.022101205952594682 15.310142616346795 0.005304579157382249 0.097081173777922358 0.01759871089598164 0.014775049404588625 0.65907227765300902 0.0042201234704464232 6.3383126186581675 0.16915927304034895 0.28649438791111947 0.14673105484689664 0.093821659147579228 0.12106702814405423 0.10090478919755697 0.21882718737151663 0.70233955913863599 0.20265457523055375 0.09906206796040351 0.026725933573803928 0.12280205146817103 0.10732407079194672 0.051333911495021312 0.049569294819093557 0.11299642369317553 0.056675795301998733 0.24209956091235074 1.2055990909268528 5.4788508573523309 3.055780502785332
leaf_count=811 13 1595 2 115 3 179 28 46 118 31 23 19 72 20 12 39 31 25 21 52 23 23 12 21 27 23 38 86 245 281
internal_value=-6.94367e-06 -0.000817338 -0.0539315 -0.0789734 0.0173015 -0.0352135 0.000367042 -0.0729977 0.000143427 0.00132345 0.0219772 -0.000830398 -0.0041578 -0.0380279 -0.00276953 -0.0685035 0.00127206 0.0421781 0.0436006 0.000670092 0.0148597 0.0386228 -0.0293805 -0.000959522 0.00487626 0.0188737 -6.55592e-05 -0.00323428 0.0022431 0.00122411
internal_weight=48.996 15.4712 0.161081 0.119182 0.0418985 0.0242998 33.5248 0.0189952 32.8657 14.8597 0.455654 18.0061 6.972 0.633683 0.293789 0.339894 11.0341 0.349386 0.192884 14.404 0.527427 0.343123 0.184305 0.132971 0.22032 0.106245 10.6847 4.50348 6.18119 4.26138
internal_count=4034 1953 358 128 230 227 2081 225 2053 1046 54 1007 282 164 105 59 725 44 93 992 181 73 108 96 50 44 681 405 276 367
is_linear=0
shrinkage=0.1


Tree=492
num_leaves=31
num_cat=0
split_feature=4 4 2 0 0 3 3 2 3 0 2 2 0 2 1 2 4 2 2 2 1 2 4 4 4 2 4 2 1 4
split_gain=0.00148686 0.0138343 0.0374343 0.0222046 0.0341163 0.0375651 0.0173003 0.0168735 0.00747248 0.0268819 0.0171816 0.00856829 0.0417955 0.0219067 0.0265294 0.00698806 0.00355085 0.00266218 0.0023115 0.00404571 0.00574405 0.0364452 0.0411024 0.0031587 0.00850215 0.00625754 0.00420389 0.00782509 0.00499701 0.0027153
threshold=37.038444968100009 36.620308449100001 -0.081354999999999997 89.813320763900023 89.582113364650013 0.12201500000000003 0.09914000000000002 -0.10423499999999999 0.091275000000000023 97.991610396700011 -0.087234999999999993 -0.033799999999999997 92.313586825200005 0.051245000000000013 70.077349628250019 -0.122095 37.52517992975001 -0.26894999999999997 0.17076500000000003 0.20167500000000002 80.677940036650014 0.22598000000000004 40.137820134150012 38.400997490450003 38.748048509250005 -0.054619999999999995 39.184300550350009 0.022350000000000005 70.206395618550019 39.337369931850013
decision_type=2 2 2 2 2 2 2 2 2 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 15 11 10 -10 -5 -13 -14 -15 17 -2 -1 23 -20 21 -21 -23 25 -25 -18 27 28 -26 -28
right_child=16 2 -4 8 -6 -7 -8 -9 9 -11 -12 12 13 14 -16 -17 18 -19 19 20 -22 22 -24 24 26 -27 29 -29 -30 -31
leaf_value=0.061967806691992047 0.0075906715210917707 -0.095026686197981991 0.0070037588318896228 -0.00061505274039376891 0.10038861127459553 -0.093888913507798877 0.065578426470530804 -0.087694530832959514 -0.011294376862687666 -0.0032484956983301408 -0.082480931465089391 -0.065024408553511256 0.089582802637476866 0.10014533600088336 -0.10132108504210585 0.10007182194168898 -0.0005002212796332634 -0.10004008655612343 -0.0097562557921179599 0.072526980483139644 -0.0025135631104103895 0.048374512542423191 -0.10148048542606587 -0.011481385647732779 0.027704489266337881 0.011898251235438128 -0.0069486230838787374 -0.0035681695039669233 0.0080308627500091795 9.1336465185443084e-05
leaf_weight=0.0015019659649411219 0.62836395382275512 0.057749102330692637 0.095301644877508696 1.0447277251449887 0.053350222064182162 0.029449259163811803 0.0637792337074643 0.018338545722072774 0.06161801740017836 1.0057820623719451 0.075387277915979101 0.036512865335679545 0.070726621796552536 0.011283461441053078 0.015535193527327351 0.010504002450034022 1.0325124520333302 0.0031239173893537475 0.65515600125433948 0.066731445629557018 1.0439772155215346 0.035172892911759845 0.038161311674778986 0.63558845536578346 0.16607538831885793 0.6720066891773574 0.55555811101248664 0.52019108176637019 0.57994407960887884 39.589540160477242
leaf_count=5 77 41 34 120 8 4 25 28 17 108 28 5 14 4 57 6 115 123 39 17 83 29 41 56 36 46 23 9 46 2790
internal_value=-7.51765e-06 -0.00230897 -0.0314944 -0.000523392 0.0333072 0.00506014 0.0350246 -0.0232003 -0.00314708 -0.00890912 -0.0504648 0.00243899 0.0262394 0.060401 -0.0165578 0.0549714 0.000124671 -0.0474382 2.17686e-05 -0.00345112 3.76429e-05 0.019053 -0.0296063 0.00016776 -3.31716e-06 0.00438788 0.00017285 0.00584607 0.0124105 -6.0878e-06
internal_weight=48.8737 2.65467 0.153051 2.50162 0.180047 0.126697 0.0972477 0.0334684 2.32157 1.14279 0.137005 1.17879 0.134058 0.0975453 0.0268187 0.0151299 46.219 0.00462588 45.5906 1.8392 1.18404 0.140066 0.0733342 43.7514 42.0469 1.70452 41.4113 1.26621 0.746019 40.1451
internal_count=4034 627 75 552 199 191 187 162 353 153 45 200 80 75 61 134 3407 128 3330 209 170 87 70 3121 2960 161 2904 91 82 2813
is_linear=0
shrinkage=0.1


Tree=493
num_leaves=31
num_cat=0
split_feature=1 1 0 4 0 1 1 4 1 0 0 2 2 3 2 3 0 3 2 4 0 2 0 0 4 4 3 4 2 3
split_gain=0.00142205 0.0276856 0.0722179 0.0131256 0.0743967 0.0191994 0.0127783 0.0704915 0.0464228 0.0323365 0.0300965 0.0179042 0.0198983 0.0123582 0.00895953 0.0240947 0.00775562 0.0262497 0.0222141 0.0313953 0.0190582 0.00677735 0.00668255 0.0232892 0.0570994 0.0193443 0.0577978 0.0381934 0.0208067 0.00475109
threshold=64.665483411650015 62.55235532115001 89.168090812600013 42.047301293400004 87.278104746850019 64.02831883475001 66.351146659450009 38.244973486750006 66.590419433100024 92.313586825200005 90.111739616350022 0.15844000000000005 -0.11347 0.087245000000000031 -0.11347 0.093160000000000034 93.953546284800012 0.10791500000000002 -0.10623499999999998 36.79544512155001 93.692765846100016 -0.18231499999999998 94.625660817400004 94.985914206850012 41.919251152600005 36.010074051050005 0.093580000000000024 42.310579034350006 -0.11347 0.09013000000000003
decision_type=2 2 2 2 2 2 2 2 2 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 -3 7 -2 -8 10 -10 12 -12 -4 15 21 17 18 -11 -20 -21 -9 25 24 -24 -18 27 -27 -29 -1
right_child=6 2 13 -5 -6 -7 8 14 9 16 11 -13 -14 -15 -16 -17 22 -19 19 20 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0017226958433512866 -0.00091266216954289661 -0.0045704333030448649 0.10019596212816249 -0.0048608291476168429 0.08605864554682531 -0.10185249958863606 0.044185819527728029 -0.025263854408479693 0.031352801810466534 0.058676607327071487 -0.02063336676929849 -0.0039493838569211641 -0.10163790662398947 0.049801995169746455 -0.10082655278806894 -0.10107569723446448 -0.00046295478478692198 -0.037965022368366498 0.069001341688946768 -0.031338597058721093 0.026538937024195228 0.098239647261330471 0.070011618470268655 -0.00048608275156471691 -0.10114402220048524 -0.10172097406941832 0.053006930104030764 0.099590682193181582 -0.10032155691134198 0.0009146044647328727
leaf_weight=11.273331099996815 0.78222980661258112 0.053149195849044095 0.08234533152426593 0.55286895545941661 0.097017925349064171 0.032811363742119459 0.2336798424221368 0.0078325237866465613 0.049956015938305565 0.11984274316853316 0.045465540518080161 0.048535489543155563 0.091061151932763096 0.11897017585579306 0.081241674148094134 0.030240724328905344 0.51945661551872291 0.087462114806839963 0.065916044259213602 0.14690734139394124 0.092853140360602993 0.010268267091305461 0.11422691552479758 16.565365701068522 0.023502064468492456 0.10166779883456911 0.049222543452202672 0.016815866783190359 0.0075409226540301679 17.334041227161329
leaf_count=902 54 28 37 15 26 25 30 68 53 38 32 30 41 14 49 7 10 15 15 40 25 5 42 1784 90 52 29 43 25 410
internal_value=-6.66212e-06 0.000429382 0.0173424 0.00282259 0.026038 -0.0417032 -0.000674462 -0.0122294 -0.000101215 -0.000671539 -0.0375239 -0.0561166 -0.0746621 0.070415 -0.0805432 -0.0464555 -0.000187977 0.0119305 0.0221861 0.00787973 -0.0089241 0.0447976 -0.000545295 -0.000145603 0.0408056 -0.0101553 -0.0388847 -0.0747756 0.0376974 -0.000124679
internal_weight=48.8358 29.5445 0.937163 0.735847 0.182978 0.0859606 19.2913 0.911813 18.3795 18.1458 0.235018 0.185062 0.136527 0.201316 0.129583 0.0483415 17.9108 0.512981 0.425519 0.305677 0.23976 0.0181008 17.3978 16.7031 0.137729 0.694704 0.175247 0.126025 0.0243568 28.6074
internal_count=4034 1457 145 94 79 53 2577 183 2394 2364 156 103 73 51 129 80 2208 133 118 80 65 73 2075 1916 132 159 149 120 68 1312
is_linear=0
shrinkage=0.1


Tree=494
num_leaves=31
num_cat=0
split_feature=2 2 4 4 4 2 3 1 1 1 1 1 1 1 3 4 4 4 3 4 3 1 1 4 2 4 0 3 1 3
split_gain=0.001499 0.0172231 0.0075857 0.0231505 0.010077 0.0143196 0.0107918 0.0134455 0.00765073 0.0249889 0.010444 0.0252502 0.0279924 0.0138698 0.0204935 0.0120928 0.00685758 0.00841414 0.00417424 0.00732376 0.00374142 0.00421896 0.00356511 0.005356 0.00289696 0.0147692 0.00434641 0.00261323 0.0104804 0.00363268
threshold=-0.15076499999999998 -0.16080999999999998 39.792680591700012 40.098777110850008 35.782584506850007 -0.58994000000000002 0.084360000000000018 81.188747081400024 75.499969677400017 78.285212300550015 62.213609596700003 64.02831883475001 75.271450736300025 72.187789260650007 0.089505000000000015 47.927946529500012 43.218894539100006 44.262924377150007 0.097970000000000015 35.171584490050009 0.083950000000000011 64.184249406300026 78.527173532250018 41.741384785950011 -0.13953999999999997 41.535369675400013 95.117648655250022 0.089850000000000027 62.020040611300011 -0.5351999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 20 -8 10 -10 27 -12 13 14 15 -13 -3 -18 19 -7 21 -6 -11 -24 25 26 -2 28 29 -5
right_child=24 16 3 8 6 18 7 -9 9 22 11 12 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.078986665772469017 -0.0088465175144578374 -0.10087964066266514 0.08818480188077521 0.032543917595892875 0.044234501881642907 -0.1001252070461523 -0.10028188430915159 0.023198422149416378 -0.1005519806015826 0.10007597816022218 0.10013333493717856 -0.10081851552644193 0.099006454363697802 -0.10058230139586269 0.039874956827120167 0.014243424045368836 0.10014431473773833 -0.10011404626570662 0.10004127219376864 0.099460717756265582 0.10008338496283434 -0.10017310261446762 0.061003306972482491 -0.10030229132436126 -8.2259605290402666e-05 0.015674797122145881 0.0035525927806108687 -0.0076081745269086128 0.10013242829580636 -0.021903281649900744
leaf_weight=0.010072282628309892 0.59796471669120943 0.024923783345558781 0.029804197759290219 0.017992444980384548 0.0053416532020662544 0.0034504054304491097 0.038828648699777091 0.011409390763130745 0.027780488678786242 0.0081542878760956228 0.033848200771899428 0.024174353497677714 0.024696149080682517 0.017497210937852614 0.049061144181905547 0.014681294151159818 0.0043512135744094849 0.0040518875040326252 0.013250816899017082 0.0039356553641827219 0.0047550413291901359 0.0032565432065219113 0.0065074003906353539 0.0030108744525703113 45.984999449425388 0.67765205803441819 0.53625412625441804 0.53596999308288673 0.011519313789904118 0.038420970254805731
leaf_count=37 52 66 13 21 34 98 61 43 23 5 25 106 9 51 27 14 1 181 9 9 2 44 50 78 2700 42 34 32 3 164
internal_value=-6.73567e-06 -0.00389703 -0.00138552 0.00162293 -0.0282834 0.0187574 -0.0510001 -0.0722387 -0.00154916 -0.0414133 0.00081057 0.0231931 0.00317707 -0.0192736 -0.00309155 -0.0573433 -0.0745405 0.00358183 0.0664635 0.00622396 0.0289044 -0.0104595 0.0515502 0.00997821 7.22754e-05 0.00399435 -0.00298427 -0.00526624 0.013211 -0.00453794
internal_weight=48.7676 0.970746 0.937419 0.843118 0.0943004 0.0307092 0.0635913 0.050238 0.813314 0.0454531 0.767861 0.163958 0.13011 0.105414 0.0879168 0.0388556 0.0333269 0.0084031 0.0206369 0.00738606 0.0133532 0.0085982 0.0176726 0.00951827 47.7969 1.81187 1.13422 0.603903 0.0679327 0.0564134
internal_count=4034 1206 958 621 337 153 184 104 608 156 452 232 207 198 147 120 248 182 116 107 80 78 133 128 2828 128 86 220 188 185
is_linear=0
shrinkage=0.1


Tree=495
num_leaves=31
num_cat=0
split_feature=3 3 0 3 2 0 2 1 0 3 1 2 0 2 4 4 3 1 0 0 3 0 0 4 0 4 2 0 0 3
split_gain=0.00146239 0.0217274 0.0556864 0.0143948 0.00972465 0.0377351 0.0299606 0.0259569 0.0147388 0.00529883 0.061442 0.00784974 0.00452341 0.0321489 0.0208267 0.0242499 0.00482878 0.00543082 0.0119637 0.0528597 0.00519204 0.00517611 0.00450058 0.00315498 0.00257329 0.00664258 0.00256064 0.00247929 0.0112125 0.011735
threshold=0.078905000000000017 0.076615000000000016 96.741477366050006 0.079220000000000027 -0.032369999999999996 95.262825394300009 -0.018034999999999999 66.590419433100024 93.133566555000002 0.079605000000000023 72.752365468100024 -0.032369999999999996 86.162394622750014 -0.073609999999999995 41.436838994450007 48.226196960950006 0.076130000000000017 75.077881750900005 96.959242474650011 97.991610396700011 -0.16320999999999999 96.959242474650011 92.501778894350011 48.96897326980001 86.135510041400025 41.741384785950011 -0.079634999999999997 86.135510041400025 85.995710218650018 0.089415000000000022
decision_type=2 2 2 2 2 2 2 2 2 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 22 -2 12 6 -6 24 -9 10 11 -5 13 14 -1 -16 17 20 -19 -20 26 -22 -3 -17 25 -8 -14 28 29 -11
right_child=3 2 -4 9 5 -7 7 8 -10 27 -12 -13 16 -15 15 23 -18 18 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0028619163704120868 -0.016485187656486749 0.059371423404195038 0.0053039476742181525 0.036850557370771031 -0.10105525290450401 -0.1019090542413737 -0.0931202600989917 -0.037124395238600609 0.029909809015220674 0.022007945291507579 -0.0051646019552331847 0.099358366347026383 -0.00040729388743199457 -0.069382717462911858 -0.10123173631029347 0.028487144925159327 -0.0077471023939026428 -0.00095178450452813651 -0.10599720876712278 0.068995462099766799 0.015647762575400716 0.0022092466332655695 0.099654012492084304 -0.022310910398223291 0.1000898500509196 0.092910460540797282 0.0056444936588658789 -0.00060625223693535474 0.0072332978868129118 -0.0013928278730905024
leaf_weight=1.0721619458899101 0.53827521943357837 0.048430811806611351 0.53716641247635843 0.028133771405009611 0.026032930469057192 0.045699196213698556 0.0026787958929536115 0.073118976433420357 0.059482405152195383 0.22092128049716375 0.48581886328318391 0.070270202777465429 2.0305180440286641 0.073206997476518043 0.043247565826834644 0.022978600289206952 0.50012607771688333 0.50255982514153208 0.048485119295747878 0.026804849754011831 0.629670482683508 0.52608052966343166 0.064905486725422179 0.026129641412808269 0.029690489842323586 0.0067708643195665275 1.0663397198077293 30.425841763641365 2.355912678896857 7.150846479858572
leaf_count=209 83 30 180 63 19 143 28 24 20 212 32 24 77 6 118 16 15 14 7 148 53 18 30 33 15 81 15 1965 51 305
internal_value=-6.13076e-06 0.00128215 0.0187434 -0.000239038 -0.000385341 -0.0200102 -0.00108611 0.0140674 -0.00705415 -2.43748e-05 0.00943068 0.0814873 0.000342113 -0.00510394 -0.00106308 -0.0466284 0.00160665 0.0025751 -0.00652108 -0.0436961 0.0038111 0.00953075 0.0824405 0.00145838 0.0856244 0.0401743 0.00167652 -0.000161943 0.00122775 -0.00069154
internal_weight=48.7383 7.46229 0.650503 41.276 6.81178 0.243474 0.197774 0.171742 0.132601 40.7377 0.584223 0.098404 6.56831 1.23772 1.16452 0.0923558 5.33058 4.83046 0.57785 0.07529 4.25261 1.15575 0.113336 0.0491082 0.0391402 0.00944966 3.09686 40.1535 9.72768 7.37177
internal_count=4034 1299 240 2735 1059 330 187 168 44 2652 119 87 729 382 376 167 347 332 169 155 163 71 60 49 124 109 92 2533 568 517
is_linear=0
shrinkage=0.1


Tree=496
num_leaves=31
num_cat=0
split_feature=2 2 0 1 3 2 2 0 3 2 1 4 3 3 1 4 4 3 1 3 4 2 1 4 2 0 2 1 0 1
split_gain=0.001332 0.0218866 0.0749362 0.0885088 0.0708229 0.0225039 0.00645678 0.00435969 0.0481869 0.0272534 0.00718092 0.00698524 0.0238673 0.0213516 0.00420295 0.00540284 0.0174544 0.0129683 0.0754471 0.0293727 0.0105795 0.00956323 0.0103585 0.00611148 0.00514755 0.0124721 0.0420908 0.00766305 0.00591768 0.00498625
threshold=-0.06828999999999999 -0.055334999999999995 86.329079026800017 67.192634054300015 0.087555000000000022 -0.059424999999999999 -0.072524999999999992 85.877418060900013 0.10335500000000002 -0.032369999999999996 61.93938686740001 38.478081868400004 0.10220000000000003 0.084360000000000018 61.982402197500001 42.094663496250007 41.827117825850003 0.10661000000000002 67.649671936450019 0.10249000000000003 42.388109226950007 -0.020814999999999997 62.272755675600003 40.94178426300001 0.070580000000000018 96.531777631850005 0.20949500000000004 68.20618276945001 86.329079026800017 72.378669787950017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 -5 -6 -1 8 9 -3 -9 -11 13 -13 -12 16 17 19 -19 23 -17 22 -22 24 28 26 -26 -28 -16 -23
right_child=1 7 3 4 5 -7 -8 10 -10 11 14 12 -14 -15 15 20 -18 18 -20 -21 21 29 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00022258678991889122 -0.024701106998330016 0.067951021657335617 0.10060094912785363 -0.10136841260602432 -0.0091487924181417758 0.099893308428177618 -0.010002815985582607 0.010679618673548058 -0.069993495979427625 1.7459471439690177e-05 -0.0060243083610392739 0.053726849392451752 0.09213767475474649 -0.098356183005512826 -0.0083838394519054442 -0.015975324323729889 0.016958724166590708 0.069996494093846742 -0.003375787037264091 -0.020627462800594021 -0.017556791615359283 0.0078000212077206218 -0.0016935972898290557 0.0077362254564717712 -0.074503213911181018 -0.0019032499714238629 -0.01048809294627317 0.053670077791473404 0.0021959634562063505 -0.00074697550033958539
leaf_weight=26.355486868953488 0.20940245219753961 0.058236497588723068 0.17002273695834447 0.050685812875201464 0.034290904550573487 0.042240700124239083 0.69276523441436566 0.65388324768355488 0.10583391733942449 0.559772932349209 1.0843664450985695 0.011945025186228975 0.01206659813033184 0.040636283992045108 0.57136064488440474 0.5113375231271674 0.6893422462457871 0.179819999146276 0.63519036229896031 0.66604716501453864 0.56269749687635373 1.2150604756867549 1.533381115719983 1.1992025246343008 0.094669656550650294 2.047029995665568 0.033136345100956532 0.042485392070375383 7.0781867217234842 1.5575202165057427
leaf_count=2532 29 14 24 24 35 13 54 22 36 35 19 146 3 47 8 33 32 21 53 22 12 56 77 88 36 158 32 15 201 157
internal_value=-5.1789e-06 0.000579394 0.0211192 0.0533991 -0.00968497 0.0510357 -0.00047308 8.72103e-05 -0.00720865 0.00252503 0.000369834 -0.00357691 -0.0346999 -0.0638071 2.76454e-05 0.000380158 0.00146625 0.000615092 0.0128127 -0.000232257 -0.00229197 -0.000854861 -0.00595211 0.000995294 0.000176013 -0.00406641 -0.0300693 0.0255569 0.00140574 0.00299867
internal_weight=48.6981 21.6499 0.506643 0.29724 0.127217 0.0765316 27.0483 21.1432 0.788491 0.682657 20.3547 0.624421 0.0646479 0.0525813 19.7008 18.6165 13.2365 12.5471 0.81501 11.7321 5.38 4.86866 2.09608 11.0661 9.86687 2.21732 0.170291 0.0756217 7.64955 2.77258
internal_count=4034 1448 125 96 72 48 2586 1323 281 245 1042 231 196 193 1020 1001 666 634 74 560 335 302 89 538 450 241 83 47 209 213
is_linear=0
shrinkage=0.1


Tree=497
num_leaves=31
num_cat=0
split_feature=1 1 0 3 1 4 1 0 0 2 2 4 0 0 3 2 3 0 3 2 4 2 2 2 2 1 4 0 2 2
split_gain=0.00131957 0.0227382 0.0623343 0.0129822 0.0116205 0.0640873 0.0391403 0.0264801 0.0274842 0.016429 0.0202242 0.0113291 0.0629966 0.0167655 0.0104459 0.00844099 0.0219245 0.00635421 0.0217082 0.0191006 0.0274417 0.018121 0.0349255 0.00674571 0.0689879 0.0328794 0.0398816 0.0157663 0.0117414 0.00583304
threshold=64.665483411650015 62.55235532115001 89.168090812600013 0.087245000000000031 66.351146659450009 38.244973486750006 66.590419433100024 92.313586825200005 90.111739616350022 0.15844000000000005 -0.11347 42.047301293400004 87.278104746850019 86.256490657300006 0.096885000000000013 -0.11347 0.093160000000000034 93.953546284800012 0.10791500000000002 -0.10623499999999998 36.79544512155001 -0.059424999999999999 -0.02903 -0.079634999999999997 -0.08786999999999999 76.279622535200005 42.283941020600004 94.114853772600014 -0.089094999999999994 -0.18231499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -2 -6 8 -8 10 -10 12 13 14 -3 16 29 18 19 -9 -21 -22 -23 24 27 -26 -27 -19 -29 -7
right_child=4 2 3 -5 6 15 7 17 9 -11 -12 -13 -14 -15 -16 -17 -18 23 -20 20 21 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=-7.8801939654845937e-05 -0.0013339688002509086 0.057551955352564001 0.10017326773924572 0.046291196711317151 0.0411325194157489 -0.021037810905105026 0.032140043854519879 0.055597020107105613 -0.017518362076615054 -0.0035946708004520132 -0.10151422470953619 -0.0042798482686563551 0.083307779929396572 -0.085022428893186563 -0.044047879466640474 -0.10075046535076711 -0.1009762700643782 -0.055706043728113809 -0.034990034746497194 0.066063780697947258 -0.053058826390609916 0.057240156602834616 -0.036022195244940595 0.00053433510429676527 -0.10269914040972804 -0.10100416363523386 0.043641077095579732 -0.0012363937366376304 0.040788794149437778 0.09770432249682949
leaf_weight=28.560425264038354 0.77857664852240471 0.020094476303667785 0.073141666849551257 0.11505631858017296 0.22732513351366179 0.007488625991754815 0.047940261881410318 0.11311306475124638 0.043964791632447486 0.048069049226228344 0.082371939414883855 0.55457310420021599 0.088830683424021117 0.039785759254300501 0.020385668380185962 0.074599719871920378 0.027142808772623539 0.05237415353240793 0.084525340860636788 0.062032652305790914 0.066119745257310569 0.077842884697020054 0.082934825598925954 13.5388310423434 0.10052643599344557 0.032567386376144647 0.04596566307679506 3.5017099546226906 0.067768019574718674 0.009243392400094308
leaf_count=1312 54 37 37 14 30 68 53 38 32 30 41 15 26 12 4 49 7 17 15 15 14 14 37 822 67 71 24 1058 16 5
internal_value=-2.57266e-06 0.00041751 0.0159624 0.067232 -0.000648312 -0.0117605 -0.000102887 -0.000622252 -0.034919 -0.0533521 -0.0722839 0.00262917 0.0252881 -0.0389225 0.00638661 -0.0802802 -0.0454749 -0.000194471 0.0110762 0.0207611 0.00712324 -0.00899081 0.00913214 -0.000510736 -0.00423327 -0.0648244 -0.0163428 -0.00123773 -0.000438528 0.0445598
internal_weight=48.6453 29.4723 0.911868 0.188198 19.173 0.897051 18.276 18.0487 0.222346 0.174406 0.126337 0.72367 0.169097 0.0802659 0.0404801 0.118475 0.0438748 17.8263 0.486569 0.402043 0.28893 0.226897 0.160778 17.3397 3.80091 0.179059 0.078533 3.62185 3.56948 0.016732
internal_count=4034 1457 145 51 2577 183 2394 2364 156 103 73 94 79 53 41 129 80 2208 133 118 80 65 51 2075 1253 162 95 1091 1074 73
is_linear=0
shrinkage=0.1


Tree=498
num_leaves=31
num_cat=0
split_feature=4 4 0 0 3 2 4 1 4 4 0 0 2 3 2 0 4 3 3 0 3 3 2 4 1 1 3 3 1 0
split_gain=0.0012942 0.0113693 0.0185269 0.0315667 0.0325801 0.0172779 0.0156893 0.0175336 0.0115249 0.00810129 0.0184146 0.00710079 0.00622892 0.00419995 0.00492171 0.00397036 0.00282802 0.00166141 0.0174948 0.0642225 0.00960184 0.00564441 0.00522807 0.0497866 0.0244763 0.0062456 0.00430613 0.00514319 0.0396092 0.0388611
threshold=37.038444968100009 36.79544512155001 89.813320763900023 89.582113364650013 0.12201500000000003 -0.095204999999999998 36.124181380200007 61.778079379550007 36.893814626400008 35.879804895950009 95.117648655250022 81.87699236280001 -0.26894999999999997 0.088555000000000023 -0.11572 92.313586825200005 37.52517992975001 0.078905000000000017 0.076615000000000016 96.741477366050006 0.079355000000000023 0.079605000000000023 -0.048954999999999992 40.413896136950008 61.966271448700006 62.046925192600007 0.049900000000000007 -0.18112999999999999 69.238550691600025 85.963448721100022
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 -3 13 -11 12 -1 15 -15 -4 -2 18 22 -20 -19 -22 26 -24 -25 -26 27 -18 29 -29
right_child=16 8 9 -5 -6 -7 -8 -9 -10 10 -12 -13 -14 14 -16 -17 17 20 19 -21 21 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=0.081768010381109743 0.0068297919513433548 -0.00093560759789274158 -0.003402569205609308 0.10035643076481129 -0.092589734555265285 0.079179623098652022 0.098492619685495775 -0.10074624919277804 -0.058212667572945978 -0.0035057777868111187 -0.089259342105024134 0.099641562672144982 -0.10030591195303754 0.0011260442753121703 -0.012246092984219975 0.0087804549236475925 0.0003135734926016185 -0.013318098843578687 0.094119361791966505 0.0040172248329367593 0.0098720618343280456 -0.00019576937717426092 0.00018528436008425687 0.083194243951955182 -0.047165283909638631 -0.10198633156563791 -0.0074828288209373983 -0.012873038667971563 0.00042031529121197678 0.0863996953696895
leaf_weight=0.0030336103079520171 0.61952583278175311 0.069618976262091681 0.512875081133644 0.04770640202332288 0.026962121948599815 0.042392394490829571 0.010665792652389428 0.020604395215625709 0.070912356754199379 0.088117965656010599 0.034982718080447839 0.0087026834526113817 0.0049365736022775053 0.52849793730285821 0.57437681561563392 0.55910935377657434 3.6523314827605495 0.55297306547782099 0.092909452309072882 0.53251861718429394 0.56537601424224604 36.972553535418577 1.1583441452041761 0.0094259777168782533 0.029744921252131462 0.068964505898962969 0.50885198969649525 0.060367218214367191 1.036145071704716 0.11370788025669754
leaf_count=13 77 15 11 8 4 33 29 43 30 23 82 7 64 35 103 127 206 113 55 166 83 2113 57 107 9 103 80 165 58 15
internal_value=-3.7057e-06 -0.00217271 -0.000594208 0.0317723 0.00387833 0.0326708 -0.00845336 -0.0390528 -0.0298377 -0.00291827 -0.0278752 0.0371882 -0.031005 -0.00150567 -0.00583816 0.00295167 0.000119125 2.74594e-05 0.00141349 0.0174022 -0.000236834 -4.41331e-05 -9.29827e-05 -0.00587262 -0.0707648 -0.0854667 0.00126975 0.00218568 0.00783554 0.0519731
internal_weight=48.5772 2.6035 2.46296 0.165004 0.117298 0.0903354 0.0479431 0.0372773 0.140531 2.29796 0.123101 0.0166729 0.00797018 2.17486 1.10287 1.07198 45.9737 45.3542 7.26331 0.625428 38.0909 37.5379 6.63788 1.26648 0.108135 0.0987094 5.3714 4.86255 1.21022 0.174075
internal_count=4034 627 582 201 193 189 156 127 45 381 105 84 77 276 138 138 3407 3330 1021 221 2309 2196 800 276 219 112 524 444 238 180
is_linear=0
shrinkage=0.1


Tree=499
num_leaves=31
num_cat=0
split_feature=1 0 4 1 0 1 1 3 0 1 3 4 1 2 2 2 1 0 0 2 0 4 3 1 0 1 4 4 0 2
split_gain=0.00128652 0.0419728 0.0276167 0.016499 0.0142049 0.00694855 0.00605264 0.00570913 0.0583268 0.00451016 0.00415419 0.0037028 0.00301597 0.0399013 0.0296082 0.0479782 0.011049 0.0384623 0.0320296 0.0142422 0.0099432 0.0315763 0.0678102 0.00870141 0.0622967 0.0239393 0.0763786 0.0265706 0.0270954 0.025564
threshold=71.015621515800021 96.163458868000006 43.631818398850008 71.397382570300024 96.039789794050009 70.776348742200014 71.365121072750014 -0.09053499999999999 96.959242474650011 77.946466576100008 -0.10565499999999999 48.96897326980001 69.999384342500022 -0.061874999999999999 -0.10051499999999999 -0.11103999999999999 68.20618276945001 93.399723909900004 92.501778894350011 -0.012794999999999999 90.767723400200012 39.749124837650008 0.085235000000000019 62.55235532115001 90.407470010750018 63.353515844050008 38.625745710700009 35.171584490050009 89.582113364650013 -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=5 2 3 6 11 12 -2 8 -3 -10 -11 -4 16 14 15 -14 20 18 -18 -19 23 -22 -23 -1 25 -25 27 -27 -29 -28
right_child=1 7 4 -5 -6 -7 -8 -9 9 10 -12 -13 13 -15 -16 -17 17 19 -20 -21 21 22 -24 24 -26 26 29 28 -30 -31
leaf_value=-5.9919319748376736e-05 -0.057760759414511156 0.094774318083583775 -0.10012301034121657 -0.10082709569896985 0.10051051589487202 0.010620874210371247 0.023529582487103056 -0.0001200460942613792 -0.10551837475042054 -0.10005803638368252 0.082434966292682502 0.021843090820751671 -0.079441204278333788 0.0049174786760007123 -0.10076307549232642 0.062314114589790692 0.029067967955813262 0.028199833102248779 -0.051483286162534905 0.084841317722935142 -0.00034480145734846183 0.033137268876607479 -0.096691007013557456 0.016059374015340733 0.066896658249783456 -0.0065734659403077133 -0.024551400442976073 0.064837068106492257 0.0033681963129352961 -0.0904330409051783
leaf_weight=28.552337907831763 0.019694563676693533 0.02498053030648574 0.0062017837343328885 0.080132119329647367 0.015281423926353455 0.64568548515008117 0.017122668119554874 15.181549117919428 0.041468375956497994 0.0023938304655797124 0.0026045199242616945 0.0041580309638789004 0.052044036467837174 0.6799105476038666 0.067628604658850122 0.044114624026406091 0.092812389624085223 0.12002856919599481 0.10544696135912091 0.070446620986331254 0.60982823892299975 0.063764415672153518 0.10900411684224309 0.68944127898882168 0.15871726188197488 0.55504388566536966 0.11556289710324541 0.12936908481557907 0.16089996229857206 0.12011704606708062
leaf_count=1311 29 7 148 121 1 28 13 1389 49 141 9 46 40 72 61 7 25 38 19 20 25 31 48 44 38 46 97 39 21 71
internal_value=-2.23679e-06 -0.000757608 -0.0547606 -0.0753674 0.0392269 0.000348656 -0.0199549 -0.000252768 -0.0284543 -0.094702 -0.00496533 -0.0511705 0.000144554 -0.00575621 -0.0500646 -0.0144082 0.000301837 0.0170571 -0.0137743 0.0491485 9.3504e-05 -0.0110363 -0.0487747 0.000379257 0.00687927 0.00149879 -0.00778774 0.00624774 0.0307641 -0.0581288
internal_weight=48.5378 15.3956 0.142591 0.116949 0.0256412 33.1422 0.0368172 15.253 0.0714473 0.0464667 0.00499835 0.0103598 32.4965 0.843698 0.163787 0.0961587 31.6528 0.388735 0.198259 0.190475 31.2641 0.782597 0.172769 30.4815 1.92915 1.77043 1.08099 0.845313 0.290269 0.23568
internal_count=4034 1953 358 163 195 2081 42 1595 206 199 150 194 2053 180 108 47 1873 102 44 58 1771 104 79 1667 356 318 274 106 60 168
is_linear=0
shrinkage=0.1


Tree=500
num_leaves=31
num_cat=0
split_feature=4 4 0 0 3 0 4 1 3 0 3 2 4 3 2 1 2 2 2 2 2 2 4 2 2 2 4 4 3 0
split_gain=0.0015029 0.00983511 0.0153364 0.0298901 0.0273297 0.0151861 0.0167198 0.0215596 0.012101 0.0101655 0.00642714 0.00526708 0.0370716 0.0087905 0.0224842 0.00370554 0.00978164 0.0186965 0.0029044 0.0143806 0.012707 0.00282144 0.00208899 0.00171053 0.00369255 0.00334795 0.00256425 0.00697317 0.00448165 0.0156914
threshold=37.038444968100009 36.79544512155001 89.813320763900023 89.582113364650013 0.12201500000000003 89.415428960600011 36.124181380200007 61.778079379550007 0.09062000000000002 81.87699236280001 0.10507500000000002 -0.041369999999999997 35.419594101850009 0.091275000000000023 -0.061874999999999999 68.34060567600001 -0.033799999999999997 0.04932000000000001 0.051245000000000013 0.10957500000000002 0.15844000000000005 0.23835000000000003 37.52517992975001 0.17076500000000003 0.20167500000000002 0.26941000000000009 38.400997490450003 38.748048509250005 0.093580000000000024 97.096353839300008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -3 10 -1 12 -4 14 -14 -13 -17 -18 -19 -20 -21 -22 -2 26 -25 -26 28 -28 29 -24
right_child=22 8 11 -5 -6 -7 -8 -9 -10 -11 -12 15 13 -15 -16 16 17 18 19 20 21 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=-0.076683046314991496 0.0059205661634088198 -0.059078076740078526 -0.0011181234131541272 0.10032120489770172 -0.090053553967933436 0.10018911636710022 0.09814393937609163 -0.099302770795186457 0.00042630723030059214 0.099772642112107054 0.10002129221267475 -0.0035906415559335339 -0.10060591425028359 -0.0941645706180263 0.083908401858468235 0.00023353385445094269 0.084379333489702363 0.027456060943671291 -0.10085920340440109 0.10010264544823129 0.011291080290620106 -0.068847949651062182 0.037515219412493674 -0.0090409926154398721 0.0053581451293399102 -0.005332473453061249 -0.010553556542843956 0.00017883500710302129 -0.00027941243136599879 0.001833776282552133
leaf_weight=0.0081076435084929677 0.61419720407455614 0.066383618231071639 0.54563283769602877 0.043165758950635791 0.0248899906873703 0.022214288503164425 0.014123782458909773 0.021389094340773906 0.070441719440687223 0.01276760051086967 0.002758767339400948 1.0428036958910514 0.016192164748308535 0.057800345426952005 0.011153040337376297 0.50313073098004668 0.043307403709054393 0.025441453792154789 0.013497804751207987 0.012574963332781408 0.0082386919156789418 0.0094122151632660689 0.16118238727528644 0.64401832185819818 0.62873392536971529 0.54848339366608068 0.61443054250883378 41.156618290311876 0.99499209402327438 0.52365852183346284
leaf_count=79 77 27 128 8 4 8 30 55 18 8 9 13 48 50 2 4 17 2 34 4 9 70 56 39 75 95 56 2904 61 44
internal_value=-4.1641e-06 -0.00235478 -0.000890997 0.0301497 0.00164176 0.0296932 0.00321642 -0.0265624 -0.0284435 0.0392686 -0.0318213 -0.00291705 -0.0106948 -0.0720641 -0.0253497 4.12185e-05 0.00619342 0.0328542 0.000591966 -0.0150394 0.0232847 -0.0314425 0.000127767 4.91777e-05 -0.00295321 0.000377224 0.000175022 2.09671e-05 0.00400579 0.0102317
internal_weight=48.4617 2.57543 2.4386 0.149417 0.106251 0.0813612 0.0591469 0.0450231 0.136825 0.023634 0.0108664 2.28919 0.630778 0.0851456 0.0273452 1.65841 0.615603 0.112473 0.0691651 0.0437237 0.0302259 0.0176509 45.8863 45.2721 1.82124 1.17722 43.4509 41.771 1.67983 0.684841
internal_count=4034 627 582 201 193 189 181 151 45 96 88 381 228 100 50 153 140 136 119 117 83 79 3407 3330 209 170 3121 2960 161 100
is_linear=0
shrinkage=0.1


Tree=501
num_leaves=31
num_cat=0
split_feature=2 2 4 4 4 1 1 3 2 3 0 2 2 1 4 2 4 1 4 4 3 3 3 0 3 2 2 2 3 3
split_gain=0.00126179 0.025841 0.0375414 0.0527594 0.0279591 0.00708965 0.0445101 0.0171387 0.0160343 0.0141909 0.00701557 0.0134253 0.0428968 0.0109763 0.00601486 0.00573085 0.0281928 0.0409271 0.00443862 0.00760924 0.00991399 0.00650858 0.0198075 0.124516 0.0090103 0.00475222 0.00748309 0.0277479 0.0409009 0.0285705
threshold=-0.06483499999999999 -0.055334999999999995 41.147265497500008 39.458743938000005 40.241071441700008 61.853356207250009 60.613977009100005 -0.24800999999999998 -0.033799999999999997 -0.27343499999999998 85.877418060900013 0.10957500000000002 -0.041369999999999997 62.020040611300011 40.750688432250008 -0.072524999999999992 38.969453495950006 62.068432857650002 42.094663496250007 41.827117825850003 0.11922500000000003 0.087555000000000022 0.12535000000000004 90.407470010750018 0.080770000000000022 -0.046635000000000003 -0.0034049999999999996 -0.037054999999999998 0.10546000000000001 0.10335500000000002
decision_type=2 2 2 2 2 2 2 2 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 14 8 -7 -10 11 12 -9 -14 -3 -1 -17 -18 19 20 25 24 23 -23 -20 -12 27 -27 29 -29
right_child=1 5 -4 4 -6 7 -8 10 9 -11 18 -13 13 -15 -16 16 17 -19 21 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00020398736710260416 0.073421357872461734 -0.10053674478144309 0.072227083470096223 -0.067892738331631258 0.013683779671301738 -0.10180697946991124 0.068117737399667769 0.032395202376349026 -0.10043106325031964 0.043107288695208731 -0.0040236574629924039 -0.0023358435482800357 -0.10208438459911523 -0.032323499988797487 0.010993068503468015 0.0041029566456251519 0.0024768582050388481 -0.077713527826141465 -0.0016295640088253916 0.011551411018505707 0.013485130610905314 -0.10440658083300441 -0.000225886041345074 0.0003755332842878624 0.012230981227153855 -0.00017925492138761532 -0.000846063251548688 0.031351716438105713 0.058366664595677409 -0.0064146443026380914
leaf_weight=26.243143291713153 0.075990506912094413 0.023363734736679187 0.12192592430506011 0.083790938544552773 0.084265899145975709 0.031956864986568689 0.073170713507465734 0.05793663373333402 0.010015625316501797 0.022054307910770343 2.1255944345692894 0.5487147485839694 0.061193727909879203 0.035719728365876335 0.0060975043008788523 0.54088744461267779 0.13183130812831223 0.12305217854675021 2.0188798654190858 0.70075595238449828 0.59695065866350283 0.13966301369964673 2.0206626863933934 0.60332666547529534 0.61093181318433609 3.1722385742596089 7.1282580831816924 0.33467484193710528 0.20746883517131209 0.49894561804831028
leaf_count=2532 25 27 30 28 15 4 21 7 38 33 32 24 23 35 141 34 17 30 82 33 27 29 21 124 73 32 415 87 12 3
internal_value=-3.47778e-06 0.000570327 0.0269144 0.00427624 -0.0269892 0.000111844 0.0263304 -1.67456e-05 -0.0516754 -0.00172057 0.000141799 -0.0096741 -0.0356774 -0.0763724 -0.0774538 -0.000457501 -0.00881793 -0.0362373 0.000484392 0.00138123 0.000874496 -0.00197076 -0.00535943 -0.0193208 0.00159038 0.000315513 0.00112874 0.00446979 0.0186356 0.00874747
internal_weight=48.4335 21.3945 0.365973 0.244047 0.168057 21.0286 0.102632 20.9259 0.0640268 0.0320699 20.8619 0.703565 0.15485 0.0969135 0.0294612 27.0389 0.795771 0.254883 20.1584 14.7649 14.0641 5.39346 2.76365 0.74299 2.62981 13.4672 11.3416 4.21333 1.04109 0.83362
internal_count=4034 1421 98 68 43 1323 189 1134 75 71 1059 89 65 58 168 2613 81 47 970 641 608 329 174 153 155 581 549 134 102 90
is_linear=0
shrinkage=0.1


Tree=502
num_leaves=31
num_cat=0
split_feature=4 4 0 0 3 0 4 1 3 0 3 3 0 1 0 4 4 0 2 0 4 4 2 0 0 3 3 3 4 4
split_gain=0.00166062 0.00824906 0.0141466 0.0269439 0.0240872 0.0135971 0.0149484 0.0197597 0.0106411 0.00888494 0.00556813 0.0043811 0.0254625 0.00965301 0.0350691 0.00191806 0.00678122 0.00441215 0.00671144 0.00479175 0.011508 0.00398518 0.00599707 0.00351661 0.0176698 0.0130864 0.0474786 0.0323876 0.0293054 0.00512286
threshold=37.038444968100009 36.79544512155001 89.813320763900023 89.582113364650013 0.12201500000000003 89.415428960600011 36.124181380200007 61.778079379550007 0.09062000000000002 81.87699236280001 0.10507500000000002 0.08481000000000001 97.225399829550014 68.34060567600001 93.692765846100016 38.400997490450003 38.748048509250005 99.128828185900019 -0.033799999999999997 91.066142252700018 38.334060527150008 39.184300550350009 0.022350000000000005 85.764502819450016 85.732241321850012 0.10184000000000003 0.092260000000000023 0.10507500000000002 40.413896136950008 42.719328117250008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -3 10 -1 -4 13 -13 -15 17 -17 18 19 -2 -21 22 -18 24 25 26 29 -27 -29 -23
right_child=15 8 11 -5 -6 -7 -8 -9 -10 -11 -12 12 -14 14 -16 16 21 -19 -20 20 -22 23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-0.072538918620839318 0.0063838939142802885 -0.056168391892171259 0.0014947268377209517 0.1002906921856376 -0.087293291064267142 0.10017064712575106 0.097760825588764144 -0.099075099578939618 0.00015555492755853003 0.099685612651353672 0.10001927341578763 -0.071486234330125006 -0.0016758464199254177 0.05852621770872183 -0.081036586539273314 -0.010339107826514543 0.011619298830936951 -0.0058615192944195676 0.01229037211884767 -0.012643786848310246 0.007492413913537505 0.0039933695748095256 -0.0023066823115150568 -0.00025091247345909463 0.045146770193248031 0.090938272106541235 -0.10073187784329792 -0.073129956836769608 0.043482590503750224 -0.021913753712923756
leaf_weight=0.0074488184782452727 0.95032501887772136 0.063877770181321014 1.1053083890546582 0.039071465958841145 0.023061155690811574 0.02000847429735586 0.012835573937991285 0.019412054102103588 0.070633466224649055 0.01156456262606298 0.0024967929348349571 0.074367425462696368 1.0213901206510123 0.031860154780758876 0.041401175199325735 0.63086453429728706 0.72025059429623073 0.53825958401318708 0.7276939944040367 0.60717609661955385 0.5329409067198867 1.1762819307326826 0.54189141883148295 39.033604698699428 0.10054368310375128 0.054730191734051803 0.046362817092074127 0.038051111188408981 0.049696455631334402 0.081622582655002218
leaf_count=79 52 27 150 8 4 8 30 55 18 8 9 12 178 13 28 62 82 111 46 52 5 216 27 2301 15 11 42 11 36 338
internal_value=-4.81615e-06 -0.00249127 -0.00114624 0.030195 0.00191022 0.0297974 0.00360476 -0.025928 -0.026592 0.0400842 -0.0292191 -0.00301899 -0.00728671 -0.0461062 -0.020343 0.000133245 -4.86123e-05 0.00243457 0.00401912 0.00113985 -0.00323124 0.000106537 0.00564028 -6.55731e-05 0.00461 0.00179284 -0.0013506 0.0305684 -0.00708562 0.00231231
internal_weight=48.375 2.54474 2.41023 0.135899 0.0968274 0.0737663 0.0537578 0.0409222 0.134511 0.0215102 0.00994561 2.27433 1.16902 0.147629 0.0732613 45.8303 42.4739 3.3564 2.81814 2.09044 1.14012 41.843 1.26214 40.5809 1.54729 1.44675 1.30427 0.142478 0.0877476 1.2579
internal_count=4034 627 582 201 193 189 181 151 45 96 88 381 231 53 41 3407 3141 266 155 109 57 3079 109 2970 669 654 596 58 47 554
is_linear=0
shrinkage=0.1


Tree=503
num_leaves=31
num_cat=0
split_feature=4 4 0 0 3 0 4 1 4 0 3 3 2 3 2 3 2 0 0 4 3 3 3 0 3 3 2 4 1 1
split_gain=0.00135589 0.00680394 0.0125671 0.024452 0.0211943 0.0123353 0.0134253 0.0178013 0.0100898 0.00803897 0.00488617 0.0037 0.00576427 0.0401072 0.00997248 0.00429186 0.00435543 0.00269401 0.0227425 0.00223435 0.00220589 0.00175992 0.0142121 0.0580555 0.00751334 0.0077095 0.00435892 0.0419085 0.0208275 0.00664665
threshold=37.038444968100009 36.79544512155001 89.813320763900023 89.582113364650013 0.12201500000000003 89.415428960600011 36.124181380200007 61.778079379550007 36.893814626400008 81.87699236280001 0.10507500000000002 0.091275000000000023 -0.11572 0.13041500000000003 -0.02903 0.10546000000000001 0.051245000000000013 90.633300493650012 93.692765846100016 37.52517992975001 -0.10747999999999999 0.078905000000000017 0.076615000000000016 96.741477366050006 0.079430000000000014 0.079805000000000029 -0.048954999999999992 40.413896136950008 61.966271448700006 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 4 5 6 7 9 -3 10 20 17 -13 14 -14 16 -16 -4 -19 -2 -1 22 26 -24 -23 -26 -21 -28 -29 -30
right_child=19 8 11 -5 -6 -7 -8 -9 -10 -11 -12 12 13 -15 15 -17 -18 18 -20 21 -22 24 23 -25 25 -27 27 28 29 -31
leaf_value=0.030617275405085277 0.0061108714925528669 0.0030606151825428324 -0.0040659691851437432 0.10026300428954134 -0.084337380615764818 0.10015439079733884 0.097213641791921671 -0.098705436215224013 -0.052093944485583014 0.099582890277775171 0.10001743861306181 0.00081688981894089806 -0.10146749937142407 -0.0019546125028764997 -0.022741271508669329 0.0001860628717965791 -0.10035924674200158 0.060816688304353599 -0.00090624774521363147 0.0013528590389401839 -0.10020768614906005 -0.0086157233868609327 0.093308723110157879 0.0038033857259136394 0.01135964251503474 -0.00018123957494036054 0.0001125500182904871 0.079823750814912539 -0.042897648258380806 -0.10173136419810001
leaf_weight=0.0016944647988514916 0.61423717257262822 0.066855285198833658 0.51698418572777927 0.035362591268494725 0.021561314933933318 0.018107205512933433 0.011676297370968314 0.017627322497725917 0.065824909870684678 0.010474318349679379 0.0022592309978790581 0.52733700302715647 0.052474361638619182 0.49834725842157468 0.014317566301958129 0.018072379555325924 0.014603107755529088 0.06683952169623808 0.55855808217143577 5.3667065680708035 0.005384232497000041 1.0400431782398261 0.083901780669350723 0.53176910696914759 0.58819474916586401 36.341006815138016 1.1487745027026575 0.0086363954120577402 0.028246351052075624 0.059971207535658877
leaf_count=53 77 15 6 8 4 8 30 55 30 8 9 41 54 18 3 11 40 20 188 524 26 121 55 166 90 2098 57 107 9 103
internal_value=-4.14399e-06 -0.0022604 -0.0010376 0.0299419 0.0019332 0.0296039 0.00359449 -0.0256026 -0.0243025 0.0394384 -0.0280254 -0.00273372 -0.006804 -0.0135265 -0.0715032 -0.0380438 -0.0619334 0.00127516 0.00569041 0.000120183 -0.0688914 3.87689e-05 0.00146897 0.0160009 -0.000233491 2.57935e-06 0.000115909 -0.00521341 -0.068384 -0.0828934
internal_weight=48.3358 2.52436 2.39168 0.124147 0.0887844 0.0672231 0.0491159 0.0374396 0.13268 0.0198122 0.00933793 2.26753 1.12515 0.597815 0.0994674 0.0469931 0.0289207 1.14238 0.625398 45.8115 0.0070787 45.1973 7.22801 0.615671 37.9692 36.9292 6.61234 1.24563 0.096854 0.0882176
internal_count=4034 627 582 201 193 189 181 151 45 96 88 381 167 126 108 54 43 214 208 3407 79 3330 1021 221 2309 2188 800 276 219 112
is_linear=0
shrinkage=0.1


Tree=504
num_leaves=31
num_cat=0
split_feature=2 2 3 1 1 3 2 4 1 1 4 4 2 3 3 3 3 2 0 3 0 4 4 3 1 3 1 4 4 3
split_gain=0.00129968 0.0223505 0.0421756 0.0359962 0.0492647 0.051823 0.00612351 0.0216284 0.036102 0.00512367 0.0045986 0.0160784 0.0457771 0.0366038 0.0436457 0.0465612 0.0119196 0.031546 0.0120268 0.0385306 0.0306498 0.0357804 0.0228112 0.00483805 0.0248194 0.0441411 0.0290847 0.0123918 0.0114957 0.00829563
threshold=-0.06483499999999999 -0.054619999999999995 0.10608500000000003 61.998532946250002 67.192634054300015 0.091375000000000026 -0.072524999999999992 38.969453495950006 62.068432857650002 70.776348742200014 39.577821550850011 38.478081868400004 -0.089094999999999994 0.093735000000000027 0.090735000000000024 -0.081689999999999999 0.11002000000000002 -0.117885 91.066142252700018 0.09180000000000002 85.812895065800021 37.038444968100009 32.724174661450007 0.082535000000000011 62.213609596700003 0.080770000000000022 67.300172379550006 40.00488309970001 41.243661560350013 0.086030000000000009
decision_type=2 2 2 2 2 2 2 2 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 9 10 -8 -9 -6 11 16 13 14 15 -13 18 -18 20 22 -1 -22 -20 24 28 26 -26 -28 -12 -25
right_child=1 -3 -4 4 5 -7 7 8 -10 -11 23 12 -14 -15 -16 -17 17 -19 19 -21 21 -23 -24 29 25 -27 27 -29 -30 -31
leaf_value=-0.00079346198798338073 -0.022529941370921409 0.00013719724299338868 -0.040011301477284995 0.10037393271870634 -0.03538824297184108 0.070848986955799526 0.0021640736576051252 0.0022725551161395731 -0.074170670678735187 -0.10062683985984167 -0.014005032695587864 0.089430093875000519 -0.10101417663565222 -0.086887692922273052 0.087789130626317102 -0.088394702108138906 0.056460606955077222 -0.089428935032298429 0.078468244068247942 -0.0023068679851729417 0.007157109648712909 0.10019004732614259 -0.10101367214794305 0.0063075067335350149 0.061962777898394716 -0.094619082758398435 0.099146057615317196 -0.067865035746109748 0.00048387657557552816 0.000116817438013225
leaf_weight=0.88564977105004039 0.069217580472470952 20.919946796869617 0.080967853114088939 0.13200619082431331 0.024100545793771744 0.060894040928360482 0.5328873081998563 0.13172181771369651 0.11635322850649743 0.024053479053165461 0.62072294733207112 0.021834405233875032 0.064655560916491939 0.038539851411499626 0.058344037073652544 0.045218508400040491 0.021814223991857062 0.046237933915913021 0.0079919661050932289 0.61229025406599868 0.1003294377351267 0.070311555755324662 0.062137196413904583 2.497615571674344 0.047262088999104779 0.079287176063859377 0.0049828508135760776 0.040979790787803339 4.6483689204526479 16.232794913362433
leaf_count=173 13 1309 23 18 4 16 34 17 30 38 64 17 24 37 9 61 28 34 44 94 31 18 138 205 41 92 7 457 248 710
internal_value=-3.68274e-06 0.000580072 0.024261 0.0410333 0.0592852 0.00954606 -0.000464641 -0.00919051 -0.0335812 -0.0679757 -0.000204616 -0.00476958 -0.029757 -0.00165363 0.0245425 -0.0304897 -0.00160816 -0.0426638 -1.26885e-06 -0.0103486 0.00668363 0.0454908 -0.0805598 0.000179767 -0.00244499 -0.0397692 0.00688042 -0.0497592 -0.00122298 0.000942318
internal_weight=48.2995 21.3112 0.39124 0.310272 0.241054 0.109048 26.9883 0.780962 0.248075 0.048154 26.2074 2.03535 0.228592 0.163937 0.125397 0.0670529 1.80676 0.0680522 1.73871 0.682419 1.05629 0.170641 0.0701292 24.172 5.4416 0.172512 0.0932247 0.0459626 5.26909 18.7304
internal_count=4034 1421 112 89 76 58 2613 81 47 42 2532 708 148 124 87 78 560 62 498 276 222 49 182 1824 909 597 505 464 312 915
is_linear=0
shrinkage=0.1


Tree=505
num_leaves=31
num_cat=0
split_feature=0 3 3 0 1 1 0 0 0 2 1 1 1 0 4 0 4 1 4 2 3 3 4 3 1 1 1 0 0 3
split_gain=0.00115755 0.0167505 0.0150306 0.00960938 0.00556054 0.00584187 0.00375727 0.00159545 0.00392844 0.0059653 0.0398549 0.0356711 0.00363386 0.00337562 0.0064633 0.00293495 0.0165046 0.00582424 0.00291212 0.00350251 0.00190076 0.008592 0.0142281 0.00797417 0.0181775 0.00719779 0.0377455 0.0124177 0.00467217 0.0226197
threshold=102.89804648475001 0.090735000000000024 0.089835000000000012 103.48144189910001 82.457699319000014 82.678152885650022 102.31465107045001 97.878695155250014 101.10215645365001 -0.08786999999999999 72.752365468100024 78.728807892050014 75.271450736300025 97.521130223850008 40.340071172300007 96.959242474650011 38.625745710700009 72.752365468100024 42.599563320500003 0.23835000000000003 0.094175000000000023 0.092260000000000023 41.243661560350013 0.10249000000000003 61.93938686740001 62.095317438950012 64.184249406300026 87.278104746850019 86.756543869550015 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=6 2 3 -2 -5 -6 7 13 9 12 -11 -12 -9 15 -15 20 -17 -18 19 -10 21 -1 -23 24 -22 -26 27 -27 -25 -30
right_child=1 -3 -4 4 5 -7 -8 8 18 10 11 -13 -14 14 -16 16 17 -19 -20 -21 23 22 -24 28 25 26 -28 -29 29 -31
leaf_value=0.0001680273158717765 -0.0020448688213174204 -0.10047236861272853 0.077778199477407106 -0.10024661545069785 0.098768055260792006 -0.10001644085594608 0.0079961190509239242 -0.0072337742317372805 0.0089484577278077428 0.0014605007405213166 -0.10068695710107677 -0.011022475140207972 0.0039797822712940882 -0.002349269336915095 0.012536057764303761 0.0053838533152982294 -0.0038985337858928361 -0.018369584013157712 -0.0036381671078441393 -0.00044738882943668866 0.019446324999261105 -1.844166202950856e-05 -0.018660642592821821 -0.0018163436111407649 -0.0017573774337707399 0.025968082352346822 0.0013332262915970743 0.079244417831784597 0.023743399976325949 -0.00068742909512607133
leaf_weight=22.802762376772204 0.50159657962934079 0.01762039944901761 0.022960633468699143 0.016037095631833809 0.0034057404178788877 0.0026123800506768213 0.58765150863803128 0.52150328672041701 0.64510270645575962 0.5101463435632948 0.084310081923206326 0.093655032039549724 0.64817018880653166 0.55751212767316249 0.61181293176082363 1.0605376316486848 0.49732179275633803 0.63101623054677702 1.0051767754584977 1.0305088741661164 0.69961880177424873 1.0728895780573555 0.66202533936785801 7.2159494705185647 2.1993073079502214 0.094059067138004937 1.2776742694003358 0.081793751567602158 0.44301333062958326 2.6217118867129301
leaf_count=1813 20 217 20 89 7 607 47 45 70 10 101 24 83 21 25 12 11 35 85 36 46 38 62 182 36 33 112 8 84 55
internal_value=-3.80608e-06 -0.00450664 -0.00141312 -0.00488543 -0.0694877 0.0124785 4.9507e-05 -4.97086e-05 -0.00183194 -0.00536608 -0.012754 -0.0535006 -0.00101982 0.000140486 0.00543901 -9.31461e-06 -0.00357286 -0.0119914 0.00061722 0.00316997 0.000189817 -0.000348122 -0.00713211 0.00109187 0.00467958 0.00185134 0.00731164 0.0507483 -0.000427038 0.00284411
internal_weight=48.2195 0.564233 0.546612 0.523652 0.0220552 0.00601812 47.6552 47.0676 4.53857 1.85778 0.688111 0.177965 1.16967 42.529 1.16933 41.3597 2.18888 1.12834 2.68079 1.67561 39.1708 24.5377 1.73491 14.6331 4.35245 3.65283 1.45353 0.175853 10.2807 3.06473
internal_count=4034 960 743 723 703 614 3074 3027 454 263 135 125 128 2573 46 2527 58 46 191 106 2469 1913 100 556 235 189 153 41 321 139
is_linear=0
shrinkage=0.1


Tree=506
num_leaves=31
num_cat=0
split_feature=1 0 4 3 2 0 1 4 1 4 3 2 3 0 4 4 4 0 4 3 4 0 0 0 4 1 2 2 2 3
split_gain=0.00129226 0.0126705 0.0105743 0.0120273 0.0083501 0.011923 0.00802161 0.00604491 0.00402652 0.00372101 0.00365299 0.00453363 0.00177237 0.00434816 0.00128595 0.00535208 0.00876551 0.00795157 0.0378681 0.00874162 0.00359799 0.00338538 0.00408741 0.0219789 0.00210605 0.0043394 0.00262652 0.00292208 0.0106946 0.00943579
threshold=61.622148808000013 85.425757095000009 35.171584490050009 0.11243000000000002 0.18145000000000003 79.532656873050016 57.576019321700009 44.952171034750002 61.45546440395001 35.782584506850007 -0.25095999999999996 -0.23375499999999999 0.10335500000000002 83.503509531750026 37.038444968100009 36.79544512155001 36.893814626400008 89.813320763900023 35.171584490050009 0.12201500000000003 34.41230404325001 91.937202686950016 94.114853772600014 96.851704149400021 37.784765830350004 75.951630643300021 0.17076500000000003 0.20167500000000002 0.24901000000000004 0.096515000000000031
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 6 7 9 -7 -4 -9 -12 13 -1 15 17 -17 18 19 20 -2 -19 -23 -24 25 -16 -26 -28 29 -29
right_child=14 -3 3 -5 -6 8 -8 10 -10 -11 11 -13 -14 -15 24 16 -18 21 -20 -21 -22 22 23 -25 26 -27 27 28 -30 -31
leaf_value=-0.10012482267569967 0.042025103443510681 -0.10084594999927468 0.095426461853871145 -0.10039460641612802 0.063703040493027802 -0.10056316095762147 0.070764063985146564 -0.015966737745894539 -0.032184007313134165 -0.10006484481506635 0.097294058472500056 0.0054268424924647767 0.10007652870794842 0.10005024205692362 0.0097411408429929278 0.0034682153771094511 -0.048603009537295995 -0.0088494003946933859 0.086104945279551093 -0.10277748937323905 -0.037858376650746317 0.0069270657554955477 -0.059010955565276038 5.4295193751110039e-05 0.00017122376219181256 -0.002458086090060322 -0.0093262738662394651 -0.00073161493257786043 -0.0046723254147806106 0.065343041421129219
leaf_weight=0.0017177462070757663 0.009253230504980503 0.013715848406718578 0.0010991527742589833 0.013124052401821018 0.017797646571807491 0.013139894117315976 0.018110194025489079 0.027826461353466669 0.02498828578973189 0.0085277569077293336 0.0082522312068249448 0.015390313481702833 0.01081616503506666 0.0029465263360179961 0.65577114415625615 0.066118114910061254 0.063257900988780591 0.57917183857534871 0.049839918172864373 0.015751432627439499 0.014432362041523206 0.56699167327860767 0.067040329223459483 1.0454150093704182 43.06509684129778 0.52504201000044493 0.6238871408463631 0.042334575940344621 0.5852321948998731 0.044154354538477492
leaf_count=63 40 6 3 14 10 50 29 28 10 195 12 42 14 3 54 15 25 22 42 1 13 26 37 296 2731 54 36 30 118 15
internal_value=-3.46473e-06 -0.00852138 -0.000787545 -0.00899934 -0.000123003 -0.00980435 0.0123125 -0.00501383 -0.0557491 -0.0777446 0.00858995 0.0374923 0.0778567 0.0263303 2.8013e-05 -0.00219082 -0.0219918 -0.00109972 0.0281714 -0.0450442 -0.00665036 -0.00225673 1.68125e-05 -0.00350518 0.000148708 0.00431682 3.77595e-05 -0.0043985 0.000178366 0.0330008
internal_weight=48.1962 0.177452 0.163736 0.148256 0.135132 0.117334 0.0792061 0.0610959 0.0381282 0.00962691 0.051469 0.0236425 0.0154804 0.00466427 48.0188 2.47727 0.129376 2.3479 0.0892769 0.039437 0.0236856 2.25862 1.67945 1.11246 45.5415 1.18081 44.3607 1.29561 0.671721 0.0864889
internal_count=4034 479 473 393 379 369 309 280 60 198 82 54 80 66 3555 517 40 477 96 54 53 381 359 333 3038 108 2930 199 163 45
is_linear=0
shrinkage=0.1


Tree=507
num_leaves=31
num_cat=0
split_feature=2 3 2 0 3 1 4 3 2 0 2 0 0 0 3 4 3 0 3 3 0 3 1 0 2 3 2 1 0 1
split_gain=0.00122093 0.00636617 0.0182037 0.0268481 0.0245204 0.017766 0.0321039 0.00891318 0.00520327 0.00491629 0.0305265 0.0158104 0.0177366 0.00781776 0.00642889 0.00633988 0.00420224 0.0169967 0.0400529 0.0878766 0.06094 0.0480816 0.0482957 0.0320484 0.0550054 0.0106662 0.00666899 0.0122385 0.00681525 0.00318169
threshold=-0.037054999999999998 -0.092630000000000004 0.049235000000000008 93.399723909900004 -0.144095 70.077349628250019 40.280372415600006 -0.24800999999999998 -0.039434999999999998 85.877418060900013 0.10957500000000002 85.683849075550015 85.667718326750006 86.054856297550018 0.093580000000000024 38.478081868400004 0.096315000000000026 94.985914206850012 0.087555000000000022 0.086555000000000021 86.643628628100018 0.084360000000000018 65.687097501250022 88.872360418250011 0.0023400000000000005 0.10065000000000003 0.066710000000000019 72.378669787950017 102.31465107045001 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=8 2 3 4 7 6 -4 -2 -1 10 11 12 14 -11 15 -3 17 18 19 21 -20 22 -15 -22 -25 -18 27 -19 -29 -27
right_child=1 9 5 -5 -6 -7 -8 -9 -10 13 -12 -13 -14 16 -16 -17 25 26 20 -21 23 -23 -24 24 -26 29 -28 28 -30 -31
leaf_value=-0.00017682945438260734 -0.020636861131151915 0.0699392005364671 0.087519226473582221 0.098895121561297317 -0.10057929432679796 -0.10075278868760787 -0.10232074370518159 0.097464750340962497 -0.0095691303163395608 0.0090057452836306371 0.0015184832004237014 -0.083197808935082607 0.099299496287881997 0.087741454192222124 -0.10057519482191596 -0.060466073070499698 0.014551321371431085 0.016710241124587855 -0.0080427879910103823 0.084167136827678582 -0.10521750203398916 -0.10183702984084449 -0.041869117648177939 0.055655583247781276 -0.10084230713391291 -0.0030995824076876337 -0.0013709959198148765 -0.0084917979693063302 0.0072646242588991841 0.0022756743784114832
leaf_weight=32.098444974605378 0.010442448246923419 0.0065737750749325094 0.02385210547799943 0.04951938844052961 0.017442895077922738 0.019502421063409159 0.014218040333965121 0.016467877880756987 0.60087861830675038 1.1045701199036546 0.58021116795413796 0.072573940240545198 0.011608346623688703 0.047625956081899679 0.012629900419369733 0.0086124062355352748 0.62702953213192802 0.6544537355803185 0.58144932908180635 0.12069915216670779 0.11852187822660198 0.057274058957439422 0.072534916799675386 0.043007286731153727 0.047005871248529729 1.5238905939040703 4.5656952663137336 0.5457046057199475 0.55239707533822546 3.9698333049516066
leaf_count=2805 31 17 14 20 30 102 44 26 14 16 64 16 3 34 9 38 49 21 17 15 8 37 42 8 54 17 162 21 157 143
internal_value=-3.09377e-06 0.000728694 0.0211308 0.0482821 -0.00822614 -0.0231396 0.0166198 0.0516359 -0.000349421 0.000527061 -0.00770792 -0.0555056 -0.0045288 0.000916649 -0.047859 -0.0040164 0.000256126 -0.00134615 -0.0128897 0.018341 -0.024676 -0.0264369 0.00950224 -0.0710536 -0.0260694 0.00219495 0.000641867 0.0058857 -0.000565572 0.000784645
internal_weight=48.1747 15.4753 0.151445 0.0938726 0.0443532 0.0575726 0.0380701 0.0269103 32.6993 15.3239 0.69221 0.111998 0.0394244 14.6317 0.0278161 0.0151862 13.5271 7.40637 1.08812 0.298134 0.789984 0.177435 0.120161 0.208535 0.0900132 6.12075 6.31825 1.75256 1.0981 5.49372
internal_count=4034 1215 267 107 87 160 58 57 2819 948 147 83 67 801 64 55 785 576 215 128 87 113 76 70 62 209 361 199 178 160
is_linear=0
shrinkage=0.1


Tree=508
num_leaves=31
num_cat=0
split_feature=0 3 3 0 1 1 0 0 0 2 1 1 1 0 2 2 3 3 2 4 4 4 2 3 2 4 2 1 1 0
split_gain=0.00129887 0.0151444 0.0131231 0.00854314 0.00502511 0.0052789 0.00292149 0.00147538 0.00316879 0.00516684 0.0340492 0.0345085 0.00292869 0.00275302 0.00267141 0.0264023 0.0206984 0.0402977 0.016314 0.0309557 0.00838322 0.00258083 0.0134372 0.0180863 0.0105367 0.00546918 0.015987 0.0477714 0.0157332 0.0240362
threshold=102.89804648475001 0.090735000000000024 0.089835000000000012 103.48144189910001 82.457699319000014 82.678152885650022 102.31465107045001 97.878695155250014 101.10215645365001 -0.08786999999999999 72.752365468100024 78.728807892050014 75.271450736300025 97.674372337300014 0.12427500000000002 0.17076500000000003 0.096665000000000015 0.089920000000000014 0.20949500000000004 40.137820134150012 37.038444968100009 35.419594101850009 -0.090495000000000006 0.094375000000000028 -0.11347 37.445036092900004 -0.046635000000000003 65.611820673600008 65.536543845950021 89.582113364650013
decision_type=2 2 2 2 2 2 2 2 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 7 13 9 12 -11 -12 -9 14 21 16 17 -16 -17 20 -20 22 23 24 -1 26 27 28 29 -23
right_child=1 -3 -4 4 5 -7 -8 8 -10 10 11 -13 -14 -15 15 18 -18 -19 19 -21 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10050006203224991 -0.0025766828018890173 -0.10042861097235073 0.074409591368448116 -0.10022374837296073 0.098456261802068401 -0.10001497741217789 0.0070826190945341289 -0.0064688604439367249 0.00044748179439752227 0.0010593475379929503 -0.10062102572886922 -0.0099520128553153373 0.003590862257111414 0.0069459846663152622 0.086015019534011888 -0.0067394995702980652 0.10021160150721903 -0.10058408286435441 0.027664475071845069 -0.055913701996259585 0.085615808188911457 0.07020705749943161 0.00081430731694754211 0.073462214734965808 0.040777019915036267 4.525349209489769e-05 -0.0020991297608035199 -0.085455514898408025 0.067677575259469241 -0.070087647372297307
leaf_weight=0.011281301288272316 0.49981153281788776 0.016083774022301434 0.0216018229426993 0.014458647304258485 0.0030907930037429301 0.0023660133618967488 0.58387414761921164 0.52379203175053113 2.6778017957635178 0.50870103644263309 0.076198381105882618 0.09346608806103518 0.64672722478171352 0.58751636460095724 0.027576592421512003 0.67683052957613654 0.049256347746450047 0.019943225743247694 0.046601918636412165 0.030791865517298955 0.053757274235977093 0.01950411520589046 0.56969508807013858 0.058303645542764571 0.0099222479493619176 39.0079351153354 1.112309970971636 0.090439721239746973 0.036914187483489513 0.032662363606505096
leaf_count=91 20 217 20 89 7 607 47 45 191 10 101 24 83 29 29 45 11 20 25 35 36 65 30 29 8 2014 35 59 6 6
internal_value=-3.71132e-06 -0.00480286 -0.00196166 -0.00513594 -0.0693647 0.0124012 5.25453e-05 -3.48479e-05 -0.00175099 -0.00493512 -0.0118792 -0.0506726 -0.000910732 0.000148192 5.27693e-05 0.00542752 0.0547871 0.00770268 -0.000484536 0.0317954 0.058706 -6.59846e-05 0.0061889 0.0446996 -0.0343891 -0.000166747 -0.00656827 -0.0342591 0.0177183 -0.017634
internal_weight=48.1092 0.557413 0.541329 0.519727 0.0199155 0.00545681 47.5518 46.9679 4.52669 1.84888 0.678366 0.169664 1.17052 42.4412 41.8537 0.904758 0.0967762 0.0475198 0.807982 0.131151 0.100359 40.949 0.649202 0.0795072 0.0212035 40.2998 1.29183 0.17952 0.0890807 0.0521665
internal_count=4034 960 743 723 703 614 3074 3027 454 263 135 125 128 2573 2544 201 60 49 141 96 61 2343 158 128 99 2185 171 136 77 71
is_linear=0
shrinkage=0.1


Tree=509
num_leaves=31
num_cat=0
split_feature=0 3 3 0 1 1 0 1 1 0 0 4 3 0 2 0 3 0 2 4 4 3 3 2 1 1 0 0 0 2
split_gain=0.00106769 0.013785 0.0112316 0.00781433 0.00454924 0.0047663 0.00237844 0.00129826 0.00793888 0.00597692 0.0306103 0.0253406 0.0170905 0.0116813 0.01028 0.00348064 0.0030049 0.0243232 0.0288717 0.0144304 0.00662976 0.00308279 0.0081867 0.00416769 0.0191832 0.0313548 0.0228241 0.0138788 0.0201149 0.0027895
threshold=102.89804648475001 0.090735000000000024 0.089835000000000012 103.48144189910001 82.457699319000014 82.678152885650022 102.31465107045001 71.015621515800021 70.776348742200014 96.682331287150021 96.163458868000006 42.310579034350006 -0.059734999999999996 96.039789794050009 -0.15589999999999998 96.741477366050006 0.09450500000000002 99.239054969250006 -0.026144999999999998 40.890797847750008 40.206947806850003 0.087555000000000022 0.088435000000000027 -0.054619999999999995 72.378669787950017 75.499969677400017 98.413698323200009 101.55650587770002 102.03236296680001 -0.167075
decision_type=2 2 2 2 2 2 2 2 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 7 8 -1 10 11 12 -9 14 29 -11 21 18 19 -18 -19 23 -23 24 -17 -26 -27 -28 -29 -13
right_child=1 -3 -4 4 5 -7 -8 9 -10 15 -12 13 -14 -15 -16 16 17 20 -20 -21 -22 22 -24 -25 25 26 27 28 -30 -31
leaf_value=9.4958072474546771e-05 -0.0023148061186660882 -0.10038803571584845 0.070872574384437489 -0.10020243309277799 0.098092705956878662 -0.10001355374513408 0.006404522138286144 0.012105586187581847 0.011371013981787964 0.0044221058019390715 -0.0026947150495062228 -0.0055115922624294645 -0.10070072968677242 0.08678515636001434 -0.10024280287329611 -0.0014802196356205426 -0.10190234436554613 -0.0080048531649005907 0.026741778644469534 -0.023313638605431383 0.0069600456853498235 0.01317924659664607 0.00015182708631656023 -1.7590276448863837e-05 -0.10336461886512149 0.041408126324090327 -0.083542718578466735 0.089978715759957986 -0.10048759370645727 0.10007481989117864
leaf_weight=32.134903474242677 0.50067408754866305 0.014558783634623929 0.020472213860102784 0.013085366574574459 0.002806526765013472 0.0021408863908151388 0.58126890924057661 0.016316129246774835 0.63674613468727059 1.5763462979230087 2.0458369778785368 0.0056071460360485048 0.07593465683449041 0.014756940276129171 0.010312636887927717 0.99551132916473928 0.063647812033508444 0.58173372490637099 0.040733019472098841 0.036916414319421165 0.60279974950026372 0.58669001409361987 2.7132364739723016 4.6250008340317672 0.051110619943074198 0.050136062876021015 0.041042642012783404 0.013791853019938571 0.0092726182162827797 0.004518452100456094
leaf_count=2053 20 217 20 89 7 607 47 13 28 17 25 42 115 3 183 15 36 68 20 21 36 18 76 89 24 24 50 6 63 2
internal_value=-3.82671e-06 -0.00436953 -0.00177686 -0.00464418 -0.0693184 0.0123665 4.70519e-05 -3.1686e-05 0.000314049 -0.000831779 -0.00565684 -0.0532066 -0.080749 0.0189854 -0.0299678 4.29496e-05 -0.000620066 -0.00506733 -0.0442843 -0.073053 -0.000389334 2.88947e-05 0.00246796 -0.00136221 -0.00671929 -0.0382611 -0.00913475 -0.0486627 0.0134055 0.0416053
internal_weight=48.0679 0.553738 0.539179 0.518707 0.0180328 0.00494741 47.5142 46.9329 32.7716 14.1613 2.17328 0.127446 0.0922508 0.0351952 0.0204382 11.988 10.4116 1.32583 0.141297 0.100564 1.18453 9.08579 3.29993 5.78587 1.16087 0.165354 0.114243 0.0641071 0.0230645 0.0101256
internal_count=4034 960 743 723 703 614 3074 3027 2081 946 383 358 128 230 227 563 546 181 77 57 104 365 94 271 182 167 143 119 69 44
is_linear=0
shrinkage=0.1


Tree=510
num_leaves=31
num_cat=0
split_feature=2 2 0 1 1 1 2 0 2 0 4 4 4 3 3 2 2 3 3 0 4 2 0 2 1 0 1 1 4 2
split_gain=0.00105723 0.0168532 0.0591275 0.0500172 0.0317528 0.0206147 0.00586082 0.00370589 0.00969292 0.0735865 0.00738825 0.0765979 0.0380675 0.0158318 0.0119502 0.00706696 0.00918808 0.00888607 0.00619377 0.0628299 0.0183354 0.040087 0.0157817 0.015447 0.0373369 0.0235332 0.0170958 0.0143523 0.0289847 0.0331739
threshold=-0.06828999999999999 -0.054619999999999995 85.963448721100022 62.084563606450011 70.171445662850019 70.776348742200014 -0.072524999999999992 86.256490657300006 -0.077085000000000001 96.682331287150021 41.806790701050012 41.942745071500006 42.686561923500008 0.096515000000000031 0.091375000000000026 -0.079634999999999997 -0.080019999999999994 0.091290000000000024 0.088350000000000026 86.692020874450009 43.084235337800003 -0.08786999999999999 86.479632682150012 -0.089795 62.272755675600003 96.163458868000006 80.677940036650014 65.611820673600008 41.147265497500008 -0.16276499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 -5 -6 7 10 15 -10 -1 -12 14 -14 -13 16 18 -17 20 -20 22 23 -9 24 -22 -26 -27 -21 -29 -30
right_child=1 -3 3 4 5 -7 -8 8 9 -11 11 12 13 -15 -16 17 -18 -19 19 27 21 -23 -24 -25 25 26 -28 28 29 -31
leaf_value=0.00048696163798841628 -0.043133523211065547 9.5665247430144231e-05 0.092638187744991551 0.031316263968005763 0.042949194663152501 -0.10076703957068384 -0.0097080063246281888 0.013264535448188248 -0.058159057874889709 0.0081791443160801128 0.097285926782945231 -0.028604006027828845 0.004045342257926055 0.061908950549303378 -0.10046387121867001 0.015048473043148831 -0.013530470038028828 -0.0026538398979111511 -0.029706599429457182 0.0066710484241024387 -0.10262576454950836 -0.087961746148001119 0.00061411450860772302 0.0012757643334370293 0.048031761160660207 -0.10056219984136533 0.08447270367127345 -0.0010287401185840928 0.012160500012115098 -0.070412882673353258
leaf_weight=8.4187636226732874 0.1153112901411103 20.792766971331716 0.11764071439392865 0.19269582007837016 0.014044830575585365 0.034492461242010108 0.66308806868594317 1.1589693991700141 0.23962844826838292 0.55332316119368485 0.090478110185358562 0.054063440475417224 0.66991675880549817 0.050875613139623965 0.040461940195200441 0.62607274112258149 0.57394260529815611 0.51832454809834694 0.77191232451877922 2.3347012545564212 0.052479454752751425 0.066878526952637185 6.6134586106365907 0.51161333425989142 0.050042085573156925 0.024596959291081077 0.0062650385076310202 2.4580667871610733 0.077249086897126062 0.13143629743797536
leaf_count=381 25 1309 16 33 5 60 54 18 49 18 9 36 285 19 30 70 19 11 20 67 8 22 508 7 210 88 193 295 67 102
internal_value=-5.50484e-06 0.00052078 0.0191619 0.0391782 0.0131078 -0.0591811 -0.000423812 -0.000187882 -0.00107655 -0.0118681 0.00141027 0.00999182 0.000304549 0.00812952 -0.0593639 -0.000540925 -0.00112514 0.00703068 -0.000625768 -0.00315243 0.00109356 -0.0142672 0.00250046 -0.00662598 -0.0369343 0.00567722 -0.0629998 0.000945879 -0.00406642 -0.0398467
internal_weight=48.0236 21.267 0.474185 0.358874 0.241233 0.0485373 26.7566 26.0935 16.769 0.792952 9.32456 0.905796 0.815318 0.720792 0.0945254 15.976 14.8316 1.1444 14.2577 5.77337 8.4843 0.711875 7.77243 0.644997 0.133384 0.0809041 0.030862 5.00145 2.66675 0.208685
internal_count=4034 1448 139 114 98 65 2586 2532 1772 67 760 379 370 304 66 1705 1624 81 1605 551 1054 528 526 506 499 491 281 531 464 169
is_linear=0
shrinkage=0.1


Tree=511
num_leaves=31
num_cat=0
split_feature=4 2 4 1 0 3 3 0 3 0 1 0 2 4 3 2 2 2 0 1 2 3 3 2 2 3 2 4 4 0
split_gain=0.000985454 0.00520107 0.0114297 0.0136098 0.0175639 0.00778415 0.0100789 0.0091823 0.00599577 0.00580741 0.00540115 0.0091818 0.00504728 0.0412284 0.0140142 0.00485402 0.0745548 0.0212954 0.0166535 0.0418908 0.030797 0.00707566 0.0310864 0.0241256 0.00857337 0.00957318 0.0061407 0.00620354 0.00824452 0.00564535
threshold=40.563919884450009 -0.12546499999999997 39.952536079750011 66.45599652655001 93.899777122150013 0.11660000000000002 0.087245000000000031 87.638358136350021 0.10065000000000003 86.162394622750014 83.116371560950014 96.741477366050006 -0.10051499999999999 38.334060527150008 0.092465000000000033 -0.13953999999999997 -0.14259499999999997 -0.63113999999999992 86.420486603250012 62.116825104000007 -0.14831999999999998 0.085035000000000013 0.088145000000000015 -0.16276499999999997 -0.25236500000000001 0.09914000000000002 -0.23349 43.572676689450006 48.96897326980001 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 3 5 -5 6 7 9 10 -1 11 -6 13 -3 -15 16 17 -2 20 -20 26 -21 -23 24 25 -24 27 -19 -29 -28
right_child=15 12 -4 4 8 -7 -8 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 18 19 21 -22 22 23 -25 -26 -27 29 28 -30 -31
leaf_value=-0.013920237354907878 -0.074576977827196134 -0.0033958628993818289 -0.0022204697060807942 -0.10316779990863278 0.047555358726270841 0.084447195977585418 -0.070003155343342574 -0.052008690724600917 -0.10017121483090397 0.10010076531465804 0.061618579987273818 -0.075864786796460096 0.00070062863327747908 0.016501399801120836 0.072776249373525614 -0.00067272960294811229 0.092294901894940037 -0.10015287669979145 0.098328231912586925 -0.0018906646640272241 -0.10354538439438635 0.08758490903657884 -0.028844415671027607 -0.10067813463023692 0.062738662758609995 0.043921306832062607 -0.027511138844516454 0.032620592154014381 -0.058280064993110919 0.075231575721762936
leaf_weight=0.0066370481127818728 0.037808662696701245 0.63125253283408866 1.5918436150465423 0.042129932074715278 0.010674070021252646 0.010208142361079808 0.018435359372098503 0.010600586545479018 0.0065125010773869887 0.01366190449334681 0.011221717744923192 0.013847705392146636 16.366634193041836 0.073607942293165252 0.11096356614734759 27.528243205312762 0.092179121727865687 0.0075558378238245174 0.046198776995879487 1.0257406247192844 0.041675945976748729 0.048895909398514514 0.050536022468776309 0.022299071700103923 0.026731303290148389 0.02815209840301236 0.0076986359563306897 0.026349152916899765 0.016058732678175147 0.017515067438694132
leaf_count=152 15 67 49 20 14 15 18 11 32 5 114 82 900 35 15 1652 13 53 7 402 3 19 43 25 25 28 5 117 31 67
internal_value=-5.27855e-06 0.000556282 -0.0046605 -0.031647 -0.0574775 0.00496063 -0.0114864 0.0234261 -0.0119236 0.0628199 0.00415523 -0.0221413 0.00108328 0.00875985 0.0503336 -0.000371316 0.00517732 -0.000545553 0.00150441 0.00488302 -0.0345953 0.00129252 0.0197798 -0.00617881 0.0138104 -0.00281116 0.00362835 -0.0166745 -0.00180106 0.0438606
internal_weight=47.9419 18.9182 1.73577 0.143929 0.0843859 0.059543 0.0493349 0.0308995 0.042256 0.020299 0.0357435 0.0245218 17.1825 0.815824 0.184572 29.0236 1.49539 1.40322 1.36541 1.24855 0.116853 1.20236 0.176614 0.127718 0.105419 0.0786881 0.0751774 0.0499637 0.0424079 0.0252137
internal_count=4034 1529 512 463 262 201 186 168 242 157 210 96 1017 117 50 2505 853 840 825 549 276 542 140 121 96 71 273 201 148 72
is_linear=0
shrinkage=0.1


Tree=512
num_leaves=31
num_cat=0
split_feature=2 2 3 3 4 2 1 2 0 2 1 3 1 1 2 3 2 3 4 0 3 3 0 1 0 2 3 2 1 2
split_gain=0.00101496 0.0059382 0.00763552 0.031826 0.0222338 0.0325322 0.0185468 0.00691562 0.00596693 0.00574839 0.0388033 0.0118664 0.0979531 0.0289078 0.0371949 0.007749 0.0102013 0.00770699 0.0304259 0.00586909 0.0275214 0.0168927 0.0130952 0.0259335 0.00566826 0.00537777 0.00452712 0.00400138 0.00332712 0.00488953
threshold=-0.037054999999999998 -0.033799999999999997 0.049900000000000007 -0.067029999999999992 41.770271989050009 0.04932000000000001 70.077349628250019 -0.032369999999999996 93.399723909900004 -0.0034049999999999996 62.00390986255001 0.11082500000000002 62.111448187750007 63.530954080650012 -0.026144999999999998 0.12201500000000003 0.04932000000000001 0.10546000000000001 37.627645350900004 86.643628628100018 0.11768500000000003 0.09091500000000001 88.872360418250011 65.687097501250022 94.114853772600014 0.05399000000000001 0.10546000000000001 -0.039434999999999998 62.057679025150001 0.066710000000000019
decision_type=2 2 2 2 2 2 2 2 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 8 -7 -4 -3 10 -9 12 -12 -14 17 16 19 18 -15 -11 21 22 -21 -24 -25 -18 28 -1 -27 -30
right_child=1 2 7 -5 -6 6 -8 9 -10 15 11 -13 13 14 -16 -17 25 -19 -20 20 -22 -23 23 24 -26 26 -28 -29 29 -31
leaf_value=-0.0001681269856813003 0.010348473527169548 0.036706632501426875 -0.010581106898446777 -0.085538063097750291 -0.10079535928882324 0.015273722529666148 -0.10080029383312437 0.043631657214512162 0.09902774085902688 -0.0033687392568492003 -0.095600820456585398 -0.0016822899157646039 0.076607888708670718 0.10029085863323753 -0.021570362135325954 0.011017066313470894 0.010089426078106055 0.10065244355616305 -0.10048255976726493 -0.10109392336794515 -0.0053339025510384117 -0.10200407051772953 0.10014977122406143 -0.01230389364740811 -0.10031637377081376 0.0076947432708176075 -0.0081796818166479379 -0.00839846574463495 0.0049830548318572122 -0.001276578778634286
leaf_weight=31.931443323677737 0.60829240281600583 0.027768717317712799 0.5398770811225394 0.052876746103131089 0.017067211073488853 0.032638375198530412 0.023806401073668937 0.23842763514767229 0.034389053251288715 1.037762235137732 0.06356936588417772 2.0332985475324676 0.13004098414830878 0.023503871582762015 0.11077948098346657 0.60209215295037743 0.56734374187621028 0.03896533977240324 0.011118600967279235 0.016640731351799221 0.48258853703737259 0.05193792595172031 0.017104370053857565 0.015152371721342206 0.014151693049996084 0.62302208818995453 0.62197650046880859 0.60184415835078908 1.5941542028209275 5.7447037581588116
leaf_count=2805 15 38 9 27 132 20 81 29 9 38 29 14 30 4 40 39 12 3 64 5 2 39 5 4 74 59 57 14 41 296
internal_value=-3.96388e-06 0.000665572 0.000266701 -0.0197282 0.00592091 0.0212777 -0.0336822 0.000525304 0.0711861 0.000952427 0.00514762 0.00134231 0.0176129 0.0405033 0.0150374 -2.36368e-05 -0.000639916 0.0701469 0.0358148 -0.00791474 -0.0158094 -0.059774 -0.0249862 0.00230387 -0.0548074 0.000660109 3.68851e-05 -0.000320383 0.000678758 8.31452e-05
internal_weight=47.9083 15.3751 14.7668 0.188547 0.13567 0.118603 0.0564448 14.5782 0.0621578 14.0383 2.6497 2.41128 0.377978 0.314408 0.184367 11.3886 10.7865 0.0735878 0.0346225 1.63534 0.597576 0.114987 0.0630492 0.0464084 0.0293041 9.1512 8.58386 32.5333 7.96188 7.33886
internal_count=4034 1215 1200 307 280 148 101 893 47 884 213 184 170 141 111 671 632 71 68 167 129 127 88 83 78 465 453 2819 396 337
is_linear=0
shrinkage=0.1


Tree=513
num_leaves=31
num_cat=0
split_feature=1 4 4 4 3 3 0 3 3 0 0 1 3 4 3 4 4 1 3 1 2 1 3 1 2 4 1 1 2 3
split_gain=0.0010454 0.00818331 0.032229 0.025115 0.0953237 0.0189631 0.0172473 0.0110282 0.0450693 0.0125317 0.0378753 0.017441 0.00682499 0.0135368 0.0127439 0.0063004 0.00459045 0.00373269 0.01271 0.0062587 0.00734562 0.00437064 0.0110168 0.00698809 0.00449458 0.00493822 0.00406941 0.0043107 0.00406175 0.0090219
threshold=61.987779113750001 42.233786329550007 43.047778594550003 41.436838994450007 0.092465000000000033 0.10249000000000003 85.624702996650015 0.092075000000000032 0.087125000000000022 86.20003303655001 85.877418060900013 61.622148808000013 0.10249000000000003 40.467253020850002 0.11243000000000002 39.458743938000005 35.879804895950009 62.009286778800011 0.088350000000000026 62.020040611300011 -0.059424999999999999 62.052302108850007 0.085820000000000021 62.068432857650002 -0.083424999999999985 41.257403903850005 62.079186690200011 62.095317438950012 -0.59502499999999992 0.091645000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 7 -5 6 -3 8 9 10 11 15 13 -9 -14 16 -1 18 -2 20 -19 22 -21 -23 -24 -26 -25 -28 29 -29
right_child=17 2 -4 4 -6 -7 -8 12 -10 -11 -12 -13 14 -15 -16 -17 -18 19 -20 21 -22 23 24 26 25 -27 27 28 -30 -31
leaf_value=0.056072445833556098 0.011817467700586342 0.070207472467997814 0.00087772355175873068 -7.1470557156320041e-05 -0.082781207014625824 0.093064374446947262 -0.028720799622914257 0.017934036504046357 -0.10147777062475372 0.0016725634856605981 -0.085462054223896633 0.082315122481200612 -0.006766831209515916 -0.00051988852542849155 0.0043911640378447858 0.058358697052139454 -0.10031012765941377 -0.015202416350873757 -0.0017921275029535182 -0.0095418816844417675 0.00094295084307368651 -0.0076567493397321947 0.010380812850665742 0.0061488257913223966 0.0073658315158764733 -0.0020356439901017026 -0.0049144170916614596 -0.033021787824337297 8.4855272702912565e-05 0.033144232206618121
leaf_weight=0.0022309281738162054 1.1501979503784689 0.033080088516566408 1.0910904095762353 0.60279710107411677 0.18123950698645785 0.06257000654103706 0.037715543403464835 0.64394209309693895 0.052287727833011388 0.51836853928398341 0.063940626103430986 0.028295627305593762 1.9879543639544861 1.0386488943312313 2.1100729014142416 0.0046878339680915806 0.011833791692879458 0.58240198152286737 1.7010707676854506 0.57361130945229888 0.54595367783621884 1.2152599115320324 1.1951755982754551 1.0650176586623299 1.146508153062314 1.0897306698971077 1.7789776910881325 0.026445287278206275 27.229564767131187 0.093355118780436896
leaf_count=62 32 45 210 50 35 8 14 30 35 8 13 93 27 18 37 23 52 29 44 26 11 36 36 11 19 29 48 85 2808 60
internal_value=-3.54203e-06 -0.00101137 0.00654982 -0.00228904 -0.0191908 0.0529543 0.0175046 -0.00023842 -0.0122685 -0.00485688 -0.0353524 0.0327489 0.00118015 0.00654259 -0.00102158 -0.0420412 -0.0755049 0.000213172 0.00369796 -5.87365e-05 -0.0073905 0.000174869 0.00328593 -0.000221834 0.00543029 0.00278444 7.74162e-05 -0.000144572 0.000165689 0.0185384
internal_weight=47.864 8.47076 1.22446 7.2463 0.784037 0.133366 0.0707956 6.46226 0.681645 0.629357 0.110989 0.0470482 5.78062 1.68259 4.09803 0.0187526 0.0140647 39.3933 2.85127 36.542 1.12836 35.4136 4.00503 31.4086 3.43141 2.23624 30.1934 29.1283 27.3494 0.1198
internal_count=4034 760 277 483 85 67 59 398 286 251 243 230 112 48 64 137 114 3274 76 3198 40 3158 110 3048 84 48 3012 3001 2953 145
is_linear=0
shrinkage=0.1


Tree=514
num_leaves=31
num_cat=0
split_feature=3 3 0 0 3 2 0 2 1 3 3 0 0 4 4 1 3 4 0 4 0 0 1 1 2 2 0 4 0 3
split_gain=0.00122426 0.0106504 0.0389616 0.00751548 0.00644489 0.00631547 0.0248226 0.019293 0.0209718 0.00444955 0.00440544 0.00238272 0.0219944 0.00749416 0.0163257 0.00444693 0.00223594 0.00222686 0.00216776 0.00548404 0.00181645 0.00668522 0.00916927 0.00922446 0.00903327 0.0440932 0.0319584 0.0292341 0.00632162 0.0197548
threshold=0.078905000000000017 0.076615000000000016 96.741477366050006 92.313586825200005 0.079355000000000023 -0.032369999999999996 95.262825394300009 -0.018034999999999999 66.590419433100024 0.079605000000000023 -0.094699999999999993 86.162394622750014 85.812895065800021 41.481306584950012 48.226196960950006 62.052302108850007 0.076130000000000017 48.96897326980001 86.135510041400025 41.741384785950011 86.135510041400025 85.995710218650018 61.87486387225001 62.057679025150001 -0.072524999999999992 -0.016334999999999999 85.812895065800021 40.720231579350006 86.329079026800017 0.087555000000000022
decision_type=2 2 2 2 2 2 2 2 2 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 11 7 -7 18 -6 -10 12 13 -1 -15 -13 -17 -16 19 -9 21 24 -23 -24 -11 26 27 -26 29 -22
right_child=4 2 -4 -5 9 6 -8 8 10 20 -12 15 -14 14 17 16 -18 -19 -20 -21 28 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0029308727781289382 -0.01092828124070655 0.035933288134450729 0.0037696005802929236 0.098819038354287847 0.0087123498902546229 -0.10068129515210217 -0.10133452148752127 -0.09386348274756072 -0.032736566163411696 0.0016150431519229948 0.0088153239926181386 0.0098264099468562838 -0.046062675818621668 -0.10078358431954873 0.02575789450450269 0.0012076057799572703 -0.0058519516027752717 -0.018023325068748406 0.10006876739141578 0.091234183959778933 0.0062069268667699247 -0.0016055342563114307 0.018755022935226434 0.0020105120391705595 -0.057546086942317276 -6.3663822732309746e-05 -0.081972148227139982 0.027231570808965808 -0.00026886607818394926 -0.01844285697891912
leaf_weight=1.0346647739149735 0.5541716501165358 0.029053787076918858 0.53075216849089069 0.054942816457753452 0.56873029373606598 0.017454295170573175 0.030088921223703435 0.0022263680323205692 0.047584443027709256 5.3659464531075898 0.055016828936487627 0.56724527839105565 0.11014436505502079 0.022610025105386788 0.022133650432806462 4.1994760605683297 0.50231070050547888 0.024452153601487225 0.022419687185902148 0.0056953965703243625 0.59057246509474015 0.98923364979054929 0.72113752679433651 0.60502861105487682 0.079132602861250345 1.6300604052602075 0.12007050993997836 0.083694890722966875 28.505206781739851 0.72333189055643743
leaf_count=201 115 29 180 31 87 19 143 28 26 319 18 16 22 110 16 316 15 33 15 81 14 5 16 30 20 120 21 37 1915 36
internal_value=-3.69865e-06 0.00119047 0.0137847 0.0770673 -0.000218111 2.85788e-05 -0.0184224 -0.00183468 0.0111431 -6.96626e-05 -0.0104556 0.000542248 -0.0034517 0.000800063 -0.0310613 0.00146247 0.000453405 0.00277782 0.0841802 0.0392135 -0.000196386 0.00100044 0.00568071 0.0111158 -0.000488344 -0.00638845 -0.0428319 -0.0139696 -0.000581464 -0.0073633
internal_weight=47.8146 7.27827 0.614749 0.0839966 40.5363 6.66352 0.180486 0.150397 0.132943 39.9821 0.102601 6.48304 1.214 1.10386 0.0691958 5.26903 4.70179 0.0465858 0.0303415 0.00792176 39.4134 9.5943 2.3154 1.32617 7.2789 1.91296 0.282898 0.162827 29.8191 1.3139
internal_count=4034 1299 240 60 2735 1059 330 187 168 2620 44 729 382 360 159 347 331 49 124 109 2533 568 51 46 517 198 78 57 1965 50
is_linear=0
shrinkage=0.1


Tree=515
num_leaves=31
num_cat=0
split_feature=2 2 0 1 3 2 2 3 3 0 4 4 3 3 2 0 3 2 0 2 3 4 0 2 3 1 3 3 0 0
split_gain=0.00112158 0.0172941 0.0656397 0.0652718 0.0555728 0.0144952 0.00469144 0.00351177 0.0166776 0.0908856 0.0200554 0.0478213 0.00961214 0.00858164 0.00755994 0.00551713 0.00666576 0.0237737 0.00534882 0.00466781 0.012383 0.0280619 0.144475 0.00377687 0.00329694 0.00313396 0.0221772 0.0605085 0.0218843 0.0170819
threshold=-0.06828999999999999 -0.055334999999999995 86.329079026800017 67.192634054300015 0.087555000000000022 -0.059424999999999999 -0.072524999999999992 0.087555000000000022 0.091645000000000018 95.620390325650007 41.685324604100011 39.861052345600008 0.086520000000000027 0.084360000000000018 -0.037054999999999998 85.877418060900013 0.11002000000000002 -0.0034049999999999996 97.225399829550014 0.066710000000000019 0.075810000000000016 39.525197829750006 103.09161547020001 0.059320000000000012 0.10010000000000002 75.271450736300025 0.088220000000000021 0.087245000000000031 98.413698323200009 101.55650587770002
decision_type=2 2 2 2 2 2 2 2 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 25 12 9 10 11 -9 13 19 18 -16 17 -17 -10 20 -3 -22 -23 -19 -25 -1 27 28 -27 -30
right_child=1 7 3 4 5 -7 -8 8 14 -11 -12 -13 -14 -15 15 16 -18 23 -20 -21 21 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.0005357490840803221 -0.024749772894214036 -0.0015621305437529221 0.10050601335593552 -0.10106754534340301 0.00042809158466881924 0.099815804155942392 -0.0087344724443055907 -0.10199572346584332 -0.012314480858340492 0.00052850484559548074 -0.10419062929073292 0.013813968717861062 0.013457130610842229 -0.010882451888723384 -0.0073967421572181408 0.021093241130105717 -0.00033569850497829155 -0.0020666725644615472 -0.0010244557490898764 -0.0011238993025001474 0.0015345430834412229 0.098488650585740578 -0.0031782932536089715 0.010388602345264199 -0.00011700489219060183 0.038628278179622458 0.00012190105792784898 0.099585389543555058 -0.10098719697966529 0.0055963716445708162
leaf_weight=24.00754533053097 0.17879917285154334 2.2202966068448449 0.13599737055483274 0.038054573708777184 0.027272844878751812 0.031766496955242474 0.6642126078092464 0.071727837948514117 0.71227902828596157 1.0998056920910029 0.092608862533948511 0.070900701664868393 0.63530256512857697 0.59439826577604371 0.63207836836229958 0.7682932499657239 4.2734765293593542 1.5490955447679611 1.0213462319135542 3.5709170610002277 1.551370565557818 0.19558114898609336 0.4898819672593504 0.63037368765158042 0.56778725733666136 0.045150789522098639 1.7503294999670522 0.083840517704260265 0.033588032430969861 0.027225056146782917
leaf_count=1636 29 221 24 24 35 13 54 32 40 129 41 12 43 103 60 39 106 45 12 220 19 69 31 64 37 62 285 26 38 485
internal_value=-3.69822e-06 0.0005397 0.0208301 0.0557934 -0.00683471 0.0539043 -0.000435761 0.000136886 -0.00103094 -0.0115384 -0.0679547 -0.0444267 0.00158627 0.000711622 0.000350477 0.00158847 0.00231762 0.00554297 -0.00566309 0.00157005 0.00372836 0.00897974 0.02583 0.00119421 0.00541018 -0.000223329 0.00364261 0.0361097 -0.0141133 -0.0532714
internal_weight=47.7713 21.1594 0.41189 0.233091 0.0970939 0.0590393 26.6119 20.7475 11.4898 1.33504 0.235237 0.142629 9.25775 8.62245 10.1547 8.4211 7.78903 3.51555 1.73363 8.02805 4.45713 2.23683 0.685463 2.74726 1.19816 25.9477 1.94013 0.189804 0.105964 0.0608131
internal_count=4034 1448 125 96 72 48 2586 1323 617 214 85 44 706 663 403 351 291 185 52 560 340 119 100 146 101 2532 896 611 585 523
is_linear=0
shrinkage=0.1


Tree=516
num_leaves=31
num_cat=0
split_feature=4 0 2 2 0 0 1 4 1 2 1 1 3 2 4 4 2 4 1 0 4 3 3 2 1 0 3 3 3 3
split_gain=0.00107247 0.00548047 0.0142065 0.0332788 0.0240193 0.0189503 0.00815328 0.0184674 0.0263441 0.0562422 0.00642421 0.00632086 0.00528208 0.0330647 0.0312998 0.0187664 0.00438925 0.0100749 0.0123834 0.0162472 0.00700152 0.00999922 0.00551247 0.00469697 0.00440306 0.00824838 0.00401153 0.00765027 0.0072846 0.0117955
threshold=40.563919884450009 85.812895065800021 -0.091919999999999988 -0.095204999999999998 85.764502819450016 85.121961326250016 61.993156030000002 42.233786329550007 61.901748453550006 -0.032369999999999996 55.782817748650011 61.950140699950005 0.084090000000000012 -0.086719999999999992 41.436838994450007 41.872294782850005 -0.12546499999999997 39.952536079750011 66.45599652655001 93.899777122150013 38.121007182500009 0.085665000000000033 0.10065000000000003 -0.117885 83.116371560950014 97.991610396700011 -1.0000000180025095e-35 -0.52484999999999993 -0.25095999999999996 -0.14860999999999999
decision_type=2 2 2 2 2 2 2 2 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 10 7 8 -3 -10 -2 -4 -13 -14 -15 -16 17 18 20 -20 21 -1 24 -18 25 -21 27 -12 -29 -30
right_child=1 6 11 -5 -6 -7 -8 -9 9 -11 26 12 13 14 15 -17 23 -19 19 22 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.070641455064561973 -0.087162413220451887 0.0017818696323597114 -0.0071151689684283885 0.099965808621391136 0.10015586882016535 -0.088753370932859801 -0.00012225301798355853 0.0053359223900086919 -0.038214445724237232 0.0027402417229134691 0.06086437143062582 0.00036779507837801287 -0.0022216449876554726 -0.014352031052648937 0.10071387888219263 0.029483575779684686 0.0099412377311853747 -0.0020025254079969802 -0.10286176353007537 0.023674121950329002 -0.027541944031721236 0.077389319698712725 -0.10015647259625116 0.000762005985357799 0.056795704338733322 -0.10014136220184794 0.047237281019430893 -0.10028029390777563 0.055302459752322675 -0.10025973848390785
leaf_weight=0.0059148221979503776 0.0064039341581348932 1.0278702995274249 0.57386094686523614 0.050548333369874854 0.021638386533595622 0.026469412388905766 22.880750586451398 1.1104942624842804 0.73233200249887909 0.61852321634069041 0.013906671614677513 1.0325908197376348 0.51552002160588006 0.063393251166644404 0.084249837921626991 0.06593289331759955 0.57691199115274727 1.5933785788008377 0.038196065218230046 0.015067938226366095 0.029788888832513294 0.019967502272788096 0.0060018946854176738 16.52370039148488 0.010734537878258496 0.0083687601112698573 0.027772269596823329 0.0097022731863777301 0.014705073032473924 0.0072910066676279426
leaf_count=145 67 11 175 12 6 40 1767 21 33 16 13 52 27 12 7 46 20 49 20 31 31 25 32 997 114 65 89 16 11 84
internal_value=-8.17162e-07 -0.0003836 0.00407762 0.0312742 0.00412367 -0.0154337 -0.000808911 -0.00531171 -0.0102825 -0.0194623 0.00889195 0.00199979 0.00496894 0.0114854 0.0445708 0.0694425 0.000586407 -0.00421756 -0.0305483 -0.0561663 0.00551445 0.0435602 -0.0117689 0.00107168 0.0037557 -0.0205378 0.017275 -0.000971246 -0.0280997 0.0037385
internal_weight=47.712 28.884 2.51399 0.178437 0.127889 0.106251 26.37 3.48922 2.37873 1.35086 0.0797812 2.33555 1.76169 0.729096 0.213576 0.150183 18.828 1.72742 0.13404 0.0783692 0.0556712 0.0258823 0.0401731 17.1006 0.0341712 0.0234367 0.0733773 0.045605 0.0316984 0.0219961
internal_count=4034 2505 657 338 326 320 1848 81 60 49 280 319 144 92 65 53 1529 512 463 262 201 170 242 1017 210 96 213 124 111 95
is_linear=0
shrinkage=0.1


Tree=517
num_leaves=31
num_cat=0
split_feature=2 2 3 3 4 2 1 0 2 2 1 3 1 1 3 3 4 4 4 3 2 0 3 3 0 1 3 4 2 3
split_gain=0.00122827 0.00612569 0.00537097 0.0277934 0.0189367 0.0256349 0.0170346 0.00629611 0.0047688 0.00493298 0.0349145 0.0103103 0.0817771 0.0274402 0.024276 0.0338434 0.0323684 0.0321635 0.0124814 0.00623367 0.00885617 0.00514111 0.0252952 0.0150324 0.0109337 0.0221112 0.00586285 0.00480444 0.0133978 0.0516173
threshold=-0.037054999999999998 -0.033799999999999997 0.049900000000000007 -0.067029999999999992 41.770271989050009 0.04932000000000001 70.077349628250019 93.399723909900004 -0.032369999999999996 -0.0034049999999999996 62.00390986255001 0.11082500000000002 62.111448187750007 62.154463517850012 0.10721500000000002 0.08376500000000002 39.861052345600008 41.535369675400013 41.872294782850005 0.12201500000000003 0.04932000000000001 86.643628628100018 0.11768500000000003 0.09091500000000001 88.872360418250011 65.687097501250022 0.08729000000000002 38.400997490450003 0.086310000000000026 0.10608500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -4 10 -10 12 -12 -14 15 -15 -17 -18 -19 20 21 -11 23 24 -23 -26 -27 -22 -29 -30
right_child=1 2 8 -5 -6 6 -8 -9 9 19 11 -13 13 14 -16 16 17 18 -20 -21 27 22 -24 -25 25 26 -28 28 29 -31
leaf_value=-0.00034830719302049456 0.010572950970330577 0.031896499050883702 -0.0086854096816724648 -0.082108863207788083 -0.10065262719885111 0.016729359343037604 -0.10068632106459417 0.098872708421431379 0.042720703507979491 -0.0031334424935020692 -0.094091747364998354 -0.0014435153340409653 0.09765365412689736 0.099870909303500524 0.091746388287742883 -0.08071083699120904 0.054554072787031317 0.024090031448584751 -0.10083468667740068 0.0099389244348006035 0.006464827612477235 -0.10090133923733742 -0.0052525301778164534 -0.10181891072988865 0.10013276896151634 -0.1005483791419847 -0.0082962758193491897 0.0011113294540999344 -0.0052934116971876579 -0.10205487314490179
leaf_weight=32.391859631853613 0.60825409277458753 0.025629577518714086 0.53957065129361481 0.047689768239691399 0.014232144856775264 0.032010043592208604 0.020123991066023805 0.031027055790218583 0.22230737170320702 1.0365235939365209 0.055667321335932107 2.0362613314318878 0.061205871810670942 0.032925491300375143 0.041612824541516602 0.047471184675522693 0.076384812348806008 0.011907814390724525 0.024356144091484566 0.5972197750379572 1.2302757684853567 0.014229506785340962 0.48284761607646942 0.046654380956342223 0.014571976847946644 0.013120149434620032 0.014505330550711903 7.1240824019096172 0.72280236248518459 0.05968250215693871
leaf_count=2819 15 38 9 27 132 20 81 9 29 38 29 14 7 15 7 23 22 4 63 39 118 5 2 39 5 49 29 62 256 29
internal_value=3.58824e-07 0.000739242 0.000331704 -0.0173024 0.00781983 0.0220103 -0.0285937 0.0685749 0.000539227 0.000895601 0.00481575 0.00128674 0.0171019 0.0380231 0.0224697 0.00753645 -0.0114503 0.0177367 -0.0598138 -5.37894e-06 -0.000557361 -0.00736573 -0.0148528 -0.0598216 -0.0250978 0.000464066 -0.0521095 0.000651619 -0.000252926 -0.0126737
internal_weight=47.677 15.2852 14.6769 0.170713 0.123023 0.108791 0.052134 0.0566566 14.5062 13.9666 2.6101 2.38779 0.351531 0.295864 0.234658 0.193045 0.16012 0.112649 0.036264 11.3565 10.7593 1.62245 0.585929 0.103081 0.056427 0.0421975 0.0276255 9.13684 7.90657 0.782485
internal_count=4034 1215 1200 307 280 148 101 47 893 884 213 184 170 141 134 127 112 89 67 671 632 167 129 127 88 83 78 465 347 285
is_linear=0
shrinkage=0.1


Tree=518
num_leaves=31
num_cat=0
split_feature=4 4 0 0 4 1 3 3 3 0 3 0 4 4 1 4 2 3 0 0 4 0 0 1 4 1 1 1 4 4
split_gain=0.00122618 0.00389149 0.00920221 0.0187076 0.0149067 0.0219066 0.0186026 0.00893018 0.00397283 0.0161643 0.0110061 0.0028746 0.00257734 0.00875149 0.0460092 0.0562937 0.00430064 0.0040846 0.00778337 0.0189509 0.0310539 0.0184895 0.0046709 0.0334189 0.0219229 0.00414815 0.00385323 0.00342222 0.00813442 0.0277287
threshold=37.038444968100009 36.79544512155001 89.813320763900023 89.582113364650013 36.124181380200007 65.611820673600008 0.10335500000000002 0.09062000000000002 0.08481000000000001 97.225399829550014 0.097450000000000023 83.503509531750026 39.664548207900005 39.337369931850013 62.00390986255001 39.522095559600011 0.04932000000000001 0.091375000000000026 97.225399829550014 85.495657006400009 38.625745710700009 91.066142252700018 96.741477366050006 64.407391431150018 37.828051409500013 80.468240302450013 75.077881750900005 61.987779113750001 42.233786329550007 43.047778594550003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -4 10 -10 -1 13 17 -15 16 -16 22 19 -19 21 -21 23 -2 -25 -20 -24 28 -14 -30
right_child=12 7 8 -5 -6 -7 -8 -9 9 -11 -12 -13 27 14 15 -17 -18 18 25 20 -22 -23 26 24 -26 -27 -28 -29 29 -31
leaf_value=-0.082269964671126752 0.0016375982757758378 -0.049963010627830387 0.0017057353459384449 0.10020158295397541 0.097004055385762136 -0.10172283108889497 0.092318157459696029 0.0049258586355654301 -0.018474206764021922 -0.0026747985903228712 -0.081794170469477789 -0.00081254375315753698 -0.0040719556991881123 0.060788434218271382 0.0095229191852217385 -0.088366942230867385 0.051321179686257636 -0.00024321831352805114 -0.0094309855588267152 0.094587444116116789 0.0084064081411248485 0.029764239151221086 0.0045296668689228789 -0.0025139049765019838 -0.085418911050589574 0.0028432011920210588 -0.0056702414261654704 0.00022981243338008814 0.049960027186081939 -5.9152302847980044e-05
leaf_weight=0.010399432116830698 0.58061520899309282 0.053872226287893343 1.0874310990786737 0.026639475545380265 0.013469932528778372 0.020920977056448464 0.019901403080439195 0.065899132132585692 0.074562226783200125 1.0107969057169666 0.043445522668605463 0.0074257716510430774 5.073051065721299 0.13968855548591808 0.048434360440211321 0.066407100635530014 0.050056224584295705 1.4319344533799956 0.569900832352914 0.071638440364040323 0.6503857714105834 0.11405588134553568 1.0470561531255951 0.051745801328308971 0.083148388399422402 0.53271237571887609 0.57307840242815 32.900488074324116 0.12349474429870344 1.0806686074449432
leaf_count=114 65 27 150 8 32 6 21 18 25 178 28 20 254 13 27 40 13 24 48 16 36 37 8 25 39 45 124 2316 67 210
internal_value=-3.96437e-07 -0.00218642 -0.00127706 0.0285902 0.00213767 -0.0196508 0.0258615 -0.0197627 -0.00260797 -0.00676357 -0.041786 -0.0483358 0.000117386 0.00204546 0.018561 -0.0172107 0.0307662 0.0011639 0.00339103 0.00674159 0.0187043 0.0547722 -0.00205014 -0.00877936 -0.0536163 -0.00350088 0.000921728 -0.000178429 -0.00231812 0.00507064
internal_weight=47.6233 2.43476 2.31499 0.098757 0.0721175 0.0586476 0.0377266 0.119771 2.21624 1.1288 0.118008 0.0178252 45.1886 6.01086 0.304586 0.164898 0.0984906 5.70627 3.37063 2.26801 0.83608 0.185694 2.33564 0.715509 0.134894 1.10261 1.62013 39.1777 6.27721 1.20416
internal_count=4034 627 582 201 193 161 155 45 381 231 53 134 3407 560 93 80 40 467 206 113 89 53 261 129 64 93 132 2847 531 277
is_linear=0
shrinkage=0.1


Tree=519
num_leaves=31
num_cat=0
split_feature=0 0 1 4 2 2 1 1 4 1 2 3 1 3 1 0 3 0 4 1 1 2 2 3 3 2 2 0 0 3
split_gain=0.00110768 0.00407447 0.00773035 0.0148108 0.0147745 0.00574437 0.0330024 0.0240657 0.00407759 0.00328811 0.00265305 0.0170397 0.0110739 0.0302281 0.0563208 0.00266757 0.00612252 0.00302518 0.00987223 0.00443783 0.00219987 0.00232498 0.035037 0.0129883 0.00869016 0.0039118 0.00458835 0.00225655 0.00197346 0.00195246
threshold=97.878695155250014 101.10215645365001 78.728807892050014 41.092444989200011 -0.076484999999999984 -0.083064999999999986 72.752365468100024 78.728807892050014 41.919251152600005 75.806453904250006 0.12427500000000002 0.11278000000000003 62.132955852800002 0.080770000000000022 70.123053416500014 97.521130223850008 0.091375000000000026 96.959242474650011 38.625745710700009 75.408562100950022 80.882262854550007 0.061925000000000015 0.059320000000000012 0.076130000000000017 0.093580000000000024 -0.085584999999999994 -0.086139999999999994 102.11570516885001 87.170566421650008 0.09013000000000003
decision_type=2 2 2 2 2 2 2 2 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 5 3 4 -3 9 -7 -8 -5 -2 15 12 -12 -14 28 17 -17 29 -19 -20 27 22 23 -22 25 26 -25 -4 -15 -1
right_child=1 2 20 8 -6 6 7 -9 -10 -11 11 -13 13 14 -16 16 -18 18 19 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00058607169339731967 -0.0067628319126131044 -0.0021335490279148425 0.00059150347391144097 -0.049248506288604693 0.083761241265227659 -0.00097326132296372033 -0.10052704566994403 -0.016595498460965846 0.010862906897787662 0.0038624771722771075 0.0065429498502741551 0.042199617634341803 0.042358626143874062 -0.065900723996548852 0.072250473702057158 0.011963460148214124 -0.0026441632184705604 0.0033010697624491847 -0.01635772577960869 -0.0037511149496014316 0.087590331177999858 -0.00036582295555800151 0.10014083232022418 -0.10002134874252631 5.1412300937011877e-05 -0.10017387623013624 0.09780866325768571 -0.008729137943009245 -0.1006670238609539 0.00085123957462701562
leaf_weight=18.935320054105691 0.54304086670529705 0.033263367263913324 0.50553384602972096 0.024345985846593976 0.050317306854140376 0.501672647086706 0.0649001109509868 0.072130928550734552 0.02103441603895817 0.62813333206354116 0.60408386558845162 0.11119100922553571 0.049433508606625765 0.022009695404340057 0.02778513024077256 0.58610226430707146 0.5621066919684381 1.0383880552715248 0.57548716529709032 0.54243941864756096 0.016574711081707383 2.0340825399924838 0.037621467083233995 0.0021805749040571384 0.51846212537211067 0.012819395566121175 0.0025357257766245311 0.53425515694183279 0.063238647913067325 18.869094973771983
leaf_count=1598 66 27 5 7 30 10 95 22 38 70 48 26 34 15 22 21 22 10 22 19 136 184 9 327 116 212 3 104 59 677
internal_value=-1.19547e-08 -0.0013207 0.000542078 0.0246056 0.0495769 -0.00522459 -0.0128534 -0.0563468 -0.0213861 -0.00106418 0.000176227 0.00561627 0.000309716 -0.0228667 -0.051392 6.00734e-05 0.00481229 -7.6474e-05 -0.0037196 -0.0102408 -0.000304866 0.00123749 0.00676325 0.000405708 -0.00229031 -0.0715259 0.00634224 -0.00419755 -0.0916909 0.000131325
internal_weight=47.5896 5.6029 3.79303 0.128961 0.0835807 1.80988 0.638704 0.137031 0.0453804 1.17117 41.9867 0.877742 0.766551 0.162467 0.113033 41.1089 1.14821 39.9607 2.15631 1.11793 3.66407 2.62428 0.590194 0.552573 0.535998 0.0175357 0.0047163 1.03979 0.0852483 37.8044
internal_count=4034 1461 1198 102 57 263 127 117 45 136 2573 204 178 130 96 2369 43 2326 51 41 1096 987 803 794 658 542 330 109 74 2275
is_linear=0
shrinkage=0.1


Tree=520
num_leaves=31
num_cat=0
split_feature=1 3 3 3 3 3 3 3 2 4 0 3 2 2 0 2 4 0 1 4 4 1 3 1 2 1 3 1 0 4
split_gain=0.00108786 0.00715382 0.0430995 0.0148878 0.0367931 0.00602237 0.0187228 0.00841798 0.00477908 0.00348715 0.00345085 0.0092355 0.0131678 0.0114736 0.00593952 0.00466431 0.00950226 0.00571488 0.00542875 0.00317732 0.00374117 0.00275268 0.0101446 0.0044678 0.00609084 0.00392573 0.00865483 0.0058174 0.00504104 0.00626389
threshold=61.987779113750001 0.090390000000000012 0.087715000000000029 0.086520000000000027 0.083365000000000022 0.10301500000000002 0.094175000000000023 0.11148000000000002 0.0023400000000000005 41.535369675400013 86.479632682150012 -0.059734999999999996 -0.10623499999999998 -0.018034999999999999 85.121961326250016 -0.23349 48.96897326980001 71.131225215400022 55.887667615750004 49.122847560300009 48.86568841230001 62.009286778800011 0.088350000000000026 62.020040611300011 -0.059424999999999999 62.052302108850007 0.085820000000000021 62.068432857650002 86.479632682150012 41.919251152600005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 6 9 -7 -9 -3 11 12 15 -14 -15 16 18 -17 -1 20 -19 22 -2 24 -23 26 -25 -27 29 -28
right_child=21 5 -4 -5 -6 7 -8 8 -10 -11 -12 -13 13 14 -16 17 -18 19 -20 -21 -22 23 -24 25 -26 27 28 -29 -30 -31
leaf_value=-0.10021367729799971 0.010537188627653625 -0.0051305137729038171 -0.075823333373499793 0.050465377619481937 -0.091120046443234071 -0.0081160003539056929 0.017631909338067169 0.0043907119336562038 -0.0043037454403489989 0.0030179533680778667 0.004331585612150776 -0.0015963395484138736 -0.10079826286112453 -0.10007263544314667 0.10007853487105547 -0.10038598037581103 -0.10023601956507576 0.047238226736089163 0.046013031568752895 0.10013994779025537 -0.10036208528423392 -0.013314973847486845 -0.0016807245744880459 -0.0082321537013643389 0.0013957178768007957 -0.0069794088520510403 0.012434011830743037 8.3005626887384446e-05 -0.00070383765702287839 0.0020977316114403613
leaf_weight=0.0031129636787609874 1.1357120583277258 1.0318640505006413 0.086973821073911384 0.049985643360969223 0.047881356685763765 1.5194943424576193 0.72730781733616812 1.7119204493721727 1.0023851476007619 1.069585159164731 0.52349868467717897 0.52399877633548131 0.034864740696644247 0.0021282463650518215 0.0048875226493692026 0.0027702908036850707 0.011049709714370692 0.0084780058038899375 0.013767848799801641 0.0082164977211505175 0.0021534333936870107 0.58277719503904279 1.6920916647331976 0.57262024580235449 0.54435839272627962 1.2134711624307808 1.2598024769686169 30.024101604340323 1.0512064485810695 1.0966676778425606
leaf_count=46 32 38 39 16 34 31 56 45 11 17 10 49 20 103 3 24 29 127 59 2 1 29 44 26 11 36 23 3012 15 46
internal_value=-2.85729e-07 -0.00103394 -0.00778012 -0.00299519 -0.00524683 0.000230527 0.00380301 -0.00215638 0.00117987 -0.000983148 -0.00163665 -0.00671338 -0.0360401 -0.0773187 0.0393623 -0.00114989 -0.0281427 0.0337245 0.0190476 0.0534362 0.0173413 0.000221005 0.00322627 -1.28188e-05 -0.00621034 0.000185531 0.00314327 -0.000191345 0.00505477 0.00762365
internal_weight=47.5591 8.38632 1.32377 1.23679 1.18681 7.06256 2.82876 4.2338 2.71431 2.10145 1.13893 0.615428 0.0914293 0.0418805 0.00701577 0.0495487 0.0279305 0.0216182 0.0168808 0.0188479 0.0106314 39.1728 2.8278 36.345 1.12714 35.2179 3.9803 31.2376 3.40768 2.35647
internal_count=4034 760 562 523 507 198 111 87 56 55 473 463 414 126 106 288 134 154 105 130 128 3274 76 3198 40 3158 110 3048 84 69
is_linear=0
shrinkage=0.1


Tree=521
num_leaves=31
num_cat=0
split_feature=3 3 0 0 3 2 0 2 1 4 3 3 3 2 2 4 4 1 4 1 0 0 0 3 0 3 3 2 2 4
split_gain=0.00128867 0.00729947 0.0307617 0.00768676 0.00509896 0.0049081 0.0210182 0.01599 0.0183374 0.00551586 0.00342462 0.00201792 0.0101194 0.00594202 0.0133386 0.00326646 0.0238812 0.0152839 0.0580562 0.0408361 0.0194746 0.0325494 0.0237896 0.00684258 0.00629697 0.00592982 0.0254464 0.0149722 0.0118158 0.00427483
threshold=0.078905000000000017 0.076615000000000016 96.741477366050006 92.313586825200005 0.079220000000000027 -0.032369999999999996 95.262825394300009 -0.018034999999999999 66.590419433100024 37.627645350900004 0.079605000000000023 0.082535000000000011 0.083495000000000028 -0.055334999999999995 -0.094519999999999993 42.779078631750004 42.899217095850013 62.041548276350007 43.157831852650006 62.181348099150007 96.163458868000006 97.39208423365001 100.27142289135001 0.088435000000000027 86.382848189450016 0.21629500000000004 0.11243000000000002 -0.18231499999999998 -0.60918499999999998 42.753078181500008
decision_type=2 2 2 2 2 2 2 2 2 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 -1 7 -7 -9 -10 -6 13 -13 14 -12 29 -17 24 23 -20 25 -22 -23 -19 -18 26 27 28 -21 -14
right_child=4 2 -4 -5 10 6 -8 8 9 -11 11 12 15 -15 -16 16 17 18 19 20 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00070123391991729002 -0.0097806979455737197 0.030632975219470629 0.0034261113655475483 0.098128717908794183 0.0076185937728642239 -0.10055674586760588 -0.10110842730294417 0.085072430935676624 0.010604651251881182 -0.037980558598308692 0.0031517088596667263 0.012308708785420591 -3.3315998120526831e-05 9.3120681479174133e-05 -0.018011149081614143 -0.047658201854735474 0.00034555031787612193 -0.050171969229041817 -0.074998284286337077 0.080270841027521522 -0.10254235064038844 0.059855686648892882 -0.10023012204595899 -0.10129998538068714 0.013260475922868565 -0.0035272914931740599 0.0010519296186995237 0.064261047495203394 -0.10037444917729171 0.0088937151591055152
leaf_weight=6.459775360602837 0.55034710353260763 0.026878227807174082 0.52967731636061077 0.045327457539940497 0.56825324526772547 0.014551216531277333 0.025068555926351044 0.02587074182414828 0.055656560405623168 0.040277370157465242 0.55397284233344091 0.66055590348191984 30.603542680009994 3.0304494321973916 0.64410560754726376 0.11664402806822138 1.0457138997395747 0.04510252413487581 0.074913138779265753 0.0054899218375794581 0.046105559245915972 0.033843173722289066 0.012791447225893648 0.06237772296606181 0.59082970512099553 0.49016704896348529 0.50361793040792691 0.11077866689489846 0.010635249393089907 0.5459894386981422
leaf_count=729 83 29 180 31 119 19 143 124 13 31 138 77 1683 73 40 34 60 31 19 4 12 19 126 31 17 4 3 88 64 10
internal_value=-7.31227e-07 0.0012293 0.0117731 0.0730037 -0.000221159 0.000270842 -0.0169523 -0.0014805 0.0103555 -0.0097936 -8.88244e-05 -0.000200588 4.89813e-05 -0.00226389 -0.00822577 -0.000187129 -0.00325643 -0.00154846 -0.00923579 -0.00334521 0.00107842 -0.0429604 0.0159456 -0.0798449 0.00500813 0.00472275 0.0111363 0.0511563 -0.0388726 0.000123157
internal_weight=47.5293 7.22308 0.601883 0.0722057 40.3062 6.6212 0.161424 0.136356 0.121805 0.0959339 39.7559 39.1876 34.9591 4.22853 1.19808 34.2985 3.14901 3.03237 1.39582 1.28834 1.21343 0.0927402 0.0466346 0.10748 1.63654 1.12069 0.630522 0.126904 0.0161252 31.1495
internal_count=4034 1299 240 60 2735 1059 330 187 168 44 2652 2533 2282 251 178 2205 512 478 401 339 320 157 145 62 77 163 159 156 68 1693
is_linear=0
shrinkage=0.1


Tree=522
num_leaves=31
num_cat=0
split_feature=3 3 0 3 3 2 4 3 3 2 3 2 3 1 2 3 0 0 4 2 3 0 0 4 4 2 0 1 4 1
split_gain=0.00106965 0.0193495 0.017426 0.00487254 0.0192623 0.0152519 0.0142103 0.00421899 0.0124277 0.050268 0.00584503 0.00824607 0.00608252 0.0543306 0.0230492 0.0415371 0.00698281 0.00480203 0.0372859 0.0321896 0.00434962 0.00675393 0.0504504 0.0114569 0.0186227 0.0117085 0.00455657 0.00432514 0.0136619 0.0386322
threshold=0.08833000000000002 0.08883000000000002 87.278104746850019 0.087475000000000011 0.087795000000000026 -0.090495000000000006 42.198888176300009 0.086030000000000009 0.085495000000000029 -0.10051499999999999 0.08481000000000001 -0.094519999999999993 0.082535000000000011 69.64719632740001 -0.081354999999999997 0.08376500000000002 90.533827542850005 86.89903215050002 39.685256516350002 -0.097294999999999993 0.081765000000000018 86.643628628100018 86.420486603250012 41.436838994450007 47.927946529500012 -0.018034999999999999 85.925810307250018 75.077881750900005 39.792680591700012 81.188747081400024
decision_type=2 2 2 2 2 2 2 2 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 6 -6 -5 8 10 -10 12 -12 20 14 15 16 -14 -9 -19 -20 21 22 23 26 25 -25 -1 -23 29 -29
right_child=1 -3 -4 4 5 -7 -8 17 9 -11 11 -13 13 -15 -16 -17 -18 18 19 -21 -22 27 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0046237021044311533 -0.023775432469444663 0.00015950176517847981 0.00067892768325783742 0.0025132811842685752 0.0084202849299501031 -0.010761145031764674 0.047986415343877716 -0.0010525146320474101 0.070009759656504078 0.0005895085540862209 -7.5906865433464219e-05 -0.014677684377747056 -0.10059511927217812 -0.0003733008678221836 0.080155101984902333 0.069055123019785197 -0.010674746450311242 -0.00016582266075537529 0.031585120441717296 -0.092037630787036015 -0.0083704438057234359 0.0025887355991666538 -0.077924252901652294 -0.091482325014965782 0.01230752083620814 0.063366029285660805 -0.0045879820144995196 -0.10411722936814932 -0.0012173514726470597 0.08109804455344849
leaf_weight=1.0551703980628206 0.6574247573234977 25.351122245537635 0.52338126665179452 0.11652746048579787 1.1139304722830727 0.66023248718436978 0.16750980684275874 1.5510579853860247 0.12899099704590178 0.54511314908488451 1.0140502983626651 0.62520527794597214 0.023382566614145506 1.592507433147228 0.12766550666924603 0.056036552887235302 0.013693555607460439 0.53743466734561396 0.027635460173907167 0.088563075663866342 0.6086195983717112 7.5151447410617696 0.090039542643353232 0.04718200812767992 0.044722850373545953 0.0054467193437722763 1.0934379446553064 0.039675183013450549 2.0432105248709469 0.015724888820912802
leaf_count=235 22 1422 90 38 23 53 39 53 31 83 29 46 66 107 20 20 3 52 22 63 100 387 17 148 54 99 27 50 505 130
internal_value=-1.57968e-06 -0.000423327 -0.0129363 0.000532591 0.00515296 0.00128216 0.0293309 2.91615e-05 0.000572415 0.0138732 1.24147e-05 -0.00564496 0.000657705 0.00607175 0.0525609 0.0147269 -0.0673843 -0.00408216 -0.0112714 -0.0626365 -0.000124022 0.000295981 -0.00452693 -0.00158446 -0.0351382 -0.0754566 -6.41718e-05 0.00146788 -0.00254593 -0.0515453
internal_weight=47.4798 26.5319 1.18081 20.9479 2.0582 1.77416 0.284037 18.8897 16.685 0.674104 16.0109 1.63926 14.3717 1.81329 0.220778 0.0931127 0.0370761 2.20469 0.653633 0.116199 12.5584 11.9498 2.336 2.24596 0.0973516 0.0526287 2.14861 9.61376 2.09861 0.0554001
internal_count=4034 1534 112 2500 153 76 77 2347 2157 114 2043 75 1968 216 109 89 69 190 137 85 1752 1652 580 563 301 247 262 1072 685 180
is_linear=0
shrinkage=0.1


Tree=523
num_leaves=31
num_cat=0
split_feature=1 3 3 2 2 2 1 1 4 1 3 4 3 2 4 3 1 0 4 3 2 1 2 3 1 2 0 0 3 2
split_gain=0.00108781 0.00600237 0.0365827 0.0126938 0.013354 0.0278635 0.0117772 0.0171742 0.00700739 0.0087255 0.00638677 0.00648228 0.00601615 0.0177977 0.00718302 0.0036193 0.00361211 0.00276457 0.00435149 0.00425567 0.0040805 0.00260209 0.00933944 0.0206474 0.00355473 0.00477673 0.00405417 0.0253554 0.0174427 0.00256983
threshold=61.987779113750001 0.090390000000000012 0.087715000000000029 -0.037054999999999998 -0.013805 0.11704500000000002 61.93400995115001 58.167480110400007 40.467253020850002 61.87486387225001 0.079355000000000023 40.241071441700008 0.092465000000000033 -0.085584999999999994 41.319407281650008 -1.0000000180025095e-35 61.853356207250009 71.249517373150013 48.457543166250012 -0.52484999999999993 -0.23349 62.009286778800011 -0.084275000000000003 0.10507500000000002 62.020040611300011 -0.059424999999999999 85.812895065800021 85.667718326750006 0.096515000000000031 -0.083424999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 7 15 9 16 11 -9 -10 14 -14 17 -3 18 -1 -19 -21 22 -2 -24 25 -23 27 -26 -29 -28
right_child=21 8 -4 4 5 -7 -8 10 12 -11 -12 -13 13 -15 -16 -17 -18 19 -20 20 -22 24 23 -25 26 -27 29 28 -30 -31
leaf_value=0.067833096784927993 -0.0043024022029412943 0.0052617524932653433 -0.071936182613984753 0.10023267843489664 -0.10098402589789138 0.073862517977996464 -0.0020154450569556418 -0.072661423589729754 0.0026884500874156305 0.01413072952250728 -0.10099044081137083 0.028985933987578812 -0.0067566405210622502 -0.019259380882656472 0.0047305050916643622 0.078657268942916053 -0.0032770746190559884 0.059966303734198138 -0.068329579647219099 -0.056258825156098306 0.043940594035513827 -0.011844388777201996 0.020219020508536131 -0.0016629305589861889 -0.0025519985566689932 0.0011967758437509799 0.0011380678238160637 0.009995688521950076 0.076624090629204014 -0.00064904641662704224
leaf_weight=0.0029807758169579377 1.0545028524006741 0.96268278848175026 0.0819840086677458 0.023668794111419089 0.015094218561328643 0.023005636414580977 1.0492704842495477 0.01731411081164369 1.5511669373500181 0.66143487871158857 0.033722593538072942 0.0098391545388665236 1.0267294899740593 0.67348560733783136 1.1586577766611297 0.0062289540437618354 1.0206504948437214 0.012123021233492182 0.011039465190151532 0.010496305850267618 0.0066324207443813057 0.5811510789070411 0.74713918755878594 1.0197854389407437 0.5415426832363569 0.54356521621229947 12.820176452211802 0.079151082648877491 0.078022117493674159 21.60871972896944
leaf_count=71 30 63 39 10 127 20 95 44 18 20 23 19 15 51 25 13 6 12 25 21 43 29 33 13 189 11 1510 30 17 1412
internal_value=-1.55905e-06 -0.001037 -0.0072716 -0.00293118 0.0412404 0.00459265 -0.00528398 -0.0363555 0.000114861 0.00418457 -0.0719256 -0.0358289 -0.0023258 -0.00504644 -0.000666338 0.00738817 0.000867555 -0.00287094 -0.0393807 0.014628 -0.0174606 0.000219931 0.00314511 0.00758979 -7.728e-06 -0.00554171 0.000169459 0.00771061 0.0430706 1.64155e-05
internal_weight=47.432 8.35821 1.3034 1.22142 0.0617686 0.0380999 1.15965 0.110377 7.05481 2.64477 0.0608759 0.0271533 4.41004 2.85887 2.18539 0.0495009 1.98333 0.043272 0.0140202 0.0292517 0.0171287 39.0738 2.82143 1.76692 36.2523 1.12472 35.1276 0.698716 0.157173 34.4289
internal_count=4034 760 562 523 157 147 366 271 198 89 86 63 109 91 40 185 69 172 96 76 64 3274 76 46 3198 40 3158 236 47 2922
is_linear=0
shrinkage=0.1


Tree=524
num_leaves=31
num_cat=0
split_feature=1 0 3 3 2 4 0 0 0 0 1 2 2 4 4 4 3 4 4 2 2 1 2 1 3 1 4 4 4 3
split_gain=0.00170394 0.00981491 0.00820556 0.00755359 0.0065073 0.00486511 0.00807536 0.00432685 0.00686945 0.00381657 0.00327999 0.00308891 0.00210319 0.00235311 0.00124865 0.00340828 0.00842552 0.0026643 0.00835206 0.0445802 0.0408728 0.0179402 0.03 0.00294624 0.0142275 0.00314675 0.00494252 0.0158191 0.00578296 0.00535064
threshold=61.622148808000013 85.425757095000009 0.11922500000000003 0.11082500000000002 0.18145000000000003 35.171584490050009 79.532656873050016 76.451683855550016 71.332859575200004 71.131225215400022 61.45546440395001 0.11704500000000002 -0.11103999999999999 33.96174662340001 37.038444968100009 36.79544512155001 0.09062000000000002 39.664548207900005 39.337369931850013 -0.053159999999999992 -0.058374999999999996 62.00390986255001 -0.10463499999999999 81.188747081400024 0.086230000000000015 61.987779113750001 42.686561923500008 41.436838994450007 41.319407281650008 0.087555000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 7 8 9 11 -8 -7 13 -1 15 -2 -17 18 -16 20 21 -20 -23 25 -25 26 27 28 -19 -28
right_child=14 -3 -4 -5 -6 6 10 -9 -10 -11 -12 -13 -14 -15 17 16 -18 23 19 -21 -22 22 -24 24 -26 -27 29 -29 -30 -31
leaf_value=-0.10013805801585995 -0.0013435788562729868 -0.100673781425623 -0.079684675807394564 0.10011633138295202 0.055707491578203074 -0.086676766100827418 -0.10045310105923316 0.039086277182858953 -0.10008932212218132 0.025318561273251956 -0.034645877092699479 0.1000344247677409 0.10007599573924852 0.099386019652839164 0.0012948042440052536 -0.049285192427417628 0.0051637265338871641 -0.0031607402075262015 0.057436350831620069 -0.033878982628013546 0.10069017804875942 0.059377676926224199 -0.090197396408918176 -0.10070522385916923 -0.0046294615527630997 0.00035209228042539924 -0.003519630227150189 -0.016605881179936784 0.0053669713681542969 0.010469312195849541
leaf_weight=0.001348888614420396 2.2837008896237587 0.011202757803403074 0.012799838742466818 0.0077304488804088569 0.01683229179965906 0.0059789882448684209 0.011329863381916994 0.022515223296295517 0.0077706136322248645 0.022806545133789768 0.022847657324746251 0.0010402206098660827 0.0053107511484883343 0.0010521337778754969 5.6331145327522085 0.051053887562794276 0.0641032562938193 3.2296112859208952 0.037970400415360928 0.10120738484204128 0.082605252042412758 0.022063913757136788 0.034184774994230338 0.015863603433981299 0.54323640250964456 32.232590817653922 0.5111837163004791 0.77270622493233521 1.0549800675362346 0.58786078926277696
leaf_count=58 477 6 15 11 14 153 50 28 106 20 10 1 3 4 421 23 17 105 2 30 7 19 30 432 196 1688 23 53 11 21
internal_value=-1.02086e-06 -0.0106222 -0.00338338 0.00433324 -0.00189773 -0.0114038 -0.0176496 0.00441725 -0.0163449 0.00547337 -0.056461 -0.0590069 0.0649618 -0.0127061 3.28187e-05 -0.00219001 -0.0189757 0.000151685 0.0021299 0.0190494 0.0493436 0.00432617 -0.0315256 -0.000148548 -0.00735546 -4.35859e-05 -0.00211523 -0.0034361 -0.00106099 0.00396282
internal_weight=47.4086 0.150566 0.139363 0.126564 0.118833 0.102001 0.0942891 0.0601116 0.0375964 0.0298258 0.0341775 0.00701921 0.00771177 0.00240102 47.258 2.39886 0.115157 44.8592 5.91115 0.278032 0.176824 0.0942191 0.0562487 38.948 0.5591 38.3889 6.15634 5.0573 4.28459 1.09904
internal_count=4034 479 473 458 447 433 368 308 280 174 60 154 65 62 3555 517 40 3038 509 88 58 51 49 2529 628 1901 213 169 116 44
is_linear=0
shrinkage=0.1


Tree=525
num_leaves=31
num_cat=0
split_feature=2 2 0 4 4 4 1 3 3 0 4 4 3 2 3 2 4 2 3 2 4 4 1 4 1 0 2 2 3 1
split_gain=0.00138499 0.00499609 0.00372214 0.0381939 0.0182207 0.00705271 0.00586109 0.00508088 0.00905158 0.0035194 0.00602311 0.0428534 0.0146451 0.0225505 0.00582382 0.0185537 0.104992 0.0415358 0.00641578 0.0155594 0.100481 0.0275364 0.00618254 0.00669073 0.00554879 0.0264293 0.0213292 0.0104953 0.0131348 0.0211185
threshold=-0.037054999999999998 -0.033799999999999997 85.877418060900013 39.525197829750006 42.686561923500008 42.719328117250008 62.00390986255001 0.087795000000000026 0.084360000000000018 85.812895065800021 41.385032804600009 41.646178195200001 0.087555000000000022 -0.10623499999999998 0.098545000000000021 -0.072524999999999992 39.861052345600008 -0.055334999999999995 0.10828500000000003 -0.117885 42.558389508100007 38.539340721750001 61.993156030000002 40.636252116050009 76.279622535200005 102.21786657775002 -0.078504999999999991 -0.076484999999999984 0.087475000000000011 77.142617595050012
decision_type=2 2 2 2 2 2 2 2 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 7 -6 -4 8 -5 10 -1 -12 13 -13 22 18 -17 -18 19 -16 21 -21 23 -11 -24 27 -27 28 29 -26
right_child=1 2 6 4 5 -7 -8 -9 -10 14 11 12 -14 -15 15 16 17 -19 -20 20 -22 -23 24 -25 25 26 -28 -29 -30 -31
leaf_value=0.00044592260408889687 0.0097093883643800376 0.0024232411071316421 0.0073794382430890154 0.056261839988214823 0.10013202423912322 -0.057424314452418801 0.00013032303997613496 -0.10131617591425818 -0.093783873953921779 0.0014850220884734464 0.065389565461208624 0.0036973613908725927 0.0059215814432589404 -0.10061137740750366 0.0039040019225582974 0.063492851623041233 -0.021541885405070606 -0.10430653750370285 0.00014402382635253258 -0.017424396090010653 0.0043043006657801008 -0.10220306708725956 0.00030603218085200218 -0.0086467492300935558 0.083634033625500995 -0.087444438271222558 0.046994421025201072 0.079549503189189241 0.048496713586186686 -0.045930382125969803
leaf_weight=3.5844189224758676 0.60270924482029009 0.5789279685457468 1.2229937011543359 0.0062851837424062742 0.0079641677439212799 0.0044166504069282917 12.671161656147831 0.05764392947622099 0.011157912125781877 1.0861762061249565 0.11926771469529729 0.051973540141418861 0.64770184118211205 0.034473112829914609 0.59811898689390153 0.093468964366650087 0.12646918445170741 0.11648602757145454 3.2630716308192254 0.05240655697210117 0.54310897003597347 0.14245120859034799 19.88947392268873 1.629745344747789 0.01704098260429987 0.037658066737841445 0.017187280399546978 0.039365336736297496 0.079886619108570756 0.048060721872147383
leaf_count=318 15 44 40 69 2 99 902 34 10 20 9 199 96 68 51 34 28 18 129 38 11 35 944 37 9 535 49 21 30 140
internal_value=-5.27923e-07 0.000787557 0.000418253 -0.00688232 -0.0684735 0.0439264 0.000768406 -0.0870068 -0.0397187 -0.000371437 0.00224353 0.00979365 0.000761694 -0.0378988 -0.000789174 -0.00390418 -0.0265737 -0.0612238 -0.00224593 -0.00808282 -0.0177981 -0.079402 -0.000116175 -0.00459476 0.000488111 0.015628 -0.0453144 0.0337584 0.0213258 -0.0120157
internal_weight=47.3813 15.1633 14.5606 0.666396 0.0874678 0.0123808 13.8942 0.075087 0.0174431 32.218 4.43784 0.853416 0.734148 0.0864467 27.7802 4.93558 0.336424 0.242955 4.59916 1.33609 0.737967 0.194858 22.8446 2.71592 20.1287 0.239199 0.0548453 0.184354 0.144988 0.0651017
internal_count=4034 1215 1200 258 214 101 942 113 79 2819 690 372 363 267 2129 344 80 46 264 135 84 73 1785 57 1728 784 584 200 179 149
is_linear=0
shrinkage=0.1


Tree=526
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 1 3 1 1 4 2 3 2 0 3 3 0 0 2 2 0 1 0 4 2 2 2 4 2 0
split_gain=0.00112695 0.00408079 0.00326283 0.00383984 0.0338231 0.0377984 0.00599917 0.0596532 0.0332674 0.0439707 0.0218114 0.00546617 0.00749514 0.00593141 0.0185698 0.0177315 0.00715898 0.0236551 0.00386689 0.00300434 0.00256031 0.00558605 0.0243817 0.00327097 0.0647565 0.0521211 0.119858 0.0431123 0.00903218 0.00953349
threshold=-0.037054999999999998 -0.033799999999999997 -0.032369999999999996 -0.0034049999999999996 62.00390986255001 61.93400995115001 0.11082500000000002 62.111448187750007 63.530954080650012 40.984321400500008 -0.026144999999999998 0.12201500000000003 0.048475000000000011 86.643628628100018 0.11768500000000003 0.09091500000000001 93.399723909900004 94.114853772600014 0.05399000000000001 -0.039434999999999998 85.812895065800021 62.025417527550012 85.667718326750006 40.467253020850002 -0.077085000000000001 -0.055334999999999995 -0.06828999999999999 41.319407281650008 -0.079634999999999997 94.75470680765001
decision_type=2 2 2 2 2 2 2 2 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 -4 7 -6 -9 10 -10 12 13 -5 15 16 -15 -18 -14 20 21 -1 -23 -22 28 26 27 -26 -25 -30
right_child=1 2 3 11 6 -7 -8 8 9 -11 -12 -13 18 14 -16 -17 17 -19 -20 -21 23 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.00054322633632449219 0.008798395734115675 -0.0071941252248546418 3.7441208195440037e-05 -0.0022638426466816877 -0.09137433150053656 0.083855303390898514 -0.0013461621146247721 0.074869521438735709 0.074062443170929901 -0.10038572097382235 -0.0027062459453216889 0.009237016853851799 0.008460593609928296 -0.04163597333217256 -0.0058440171112290494 -0.10165079024362628 0.10021867587980685 -0.10021898035260149 -4.571020956569693e-05 -0.0073904313752105478 0.00084544456073428701 0.00090453236847120753 0.049124498776076359 -0.00094241872833480803 -0.0037970192263775933 -0.094006693066065752 0.047458827233000905 -0.090854580041751537 0.016650324268080188 -0.001661941125841144
leaf_weight=3.7710139583505708 0.59881757828407067 0.54804771281746489 0.10719250856516227 1.0365382797653975 0.047210755019478134 0.10801985760554089 2.0376093433151254 0.10496537774668013 0.060094865193946134 0.032908758002072602 0.096343130321027814 0.59207832635155533 0.56982646186278074 0.056249779823701718 0.48096901178359985 0.042470941637670734 0.015248256269842386 0.0095917696087628457 8.5999078534466395 0.59292527135471829 10.202320823848629 0.52453814470597881 0.13106018615940229 15.262275441322364 0.085323229373436504 0.11876842592345127 0.16501845921391123 0.17066047363766046 0.62087322189472505 0.52442544016496129
leaf_count=515 15 12 28 66 30 19 14 31 21 86 30 39 68 21 2 39 3 76 615 14 778 134 40 1132 9 27 35 45 74 16
internal_value=-3.20332e-06 0.000708108 0.000375038 0.000671401 0.00414379 0.0421075 0.000709662 0.0129752 0.029714 0.00468175 0.0267841 -0.000118626 -0.00063101 -0.0068551 -0.0147274 -0.0493064 -0.0218909 0.0228213 0.000482889 -0.000338063 -0.000205637 0.0020244 0.0105442 -0.000569233 -0.00142087 -0.0355016 -0.0189968 -0.061837 -0.000299696 0.00826525
internal_weight=47.3133 15.1441 14.5453 13.9972 2.59434 0.215212 2.37913 0.341523 0.294312 0.189347 0.156438 11.4029 10.8108 1.64107 0.60453 0.123561 0.0810898 0.02484 9.16973 32.1692 31.5763 4.42661 0.655598 27.1497 16.9473 0.539771 0.421002 0.255984 16.4076 1.1453
internal_count=4034 1215 1200 1188 259 47 212 198 168 137 51 929 890 207 141 139 100 79 683 2819 2805 689 174 2116 1338 116 89 54 1222 90
is_linear=0
shrinkage=0.1


Tree=527
num_leaves=31
num_cat=0
split_feature=4 4 2 3 3 4 3 2 0 3 2 1 0 2 2 4 4 2 2 4 2 3 0 0 4 0 1 0 1 4
split_gain=0.00120879 0.00323284 0.0250054 0.023614 0.0160246 0.00561085 0.00255853 0.00841932 0.0163501 0.0125519 0.0165898 0.00995803 0.00436891 0.00277018 0.00163669 0.00153829 0.00719933 0.0308193 0.0412606 0.0221563 0.0176045 0.0032866 0.00630924 0.014774 0.0264288 0.0187239 0.00343337 0.00313801 0.0283857 0.0197911
threshold=37.038444968100009 36.010074051050005 -0.012794999999999999 0.09062000000000002 0.10065000000000003 36.242939472700009 0.10546000000000001 -0.061874999999999999 89.493394246350007 0.094375000000000028 -0.10623499999999998 61.049507226200006 83.503509531750026 -0.26894999999999997 -0.093879999999999991 39.664548207900005 39.337369931850013 -0.053159999999999992 -0.058374999999999996 39.577821550850011 -0.10463499999999999 0.091375000000000026 97.225399829550014 85.495657006400009 38.625745710700009 91.066142252700018 80.468240302450013 96.741477366050006 64.407391431150018 37.828051409500013
decision_type=2 2 2 2 2 2 2 2 2 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 5 -5 -3 7 8 11 10 -10 12 13 -1 -8 16 21 18 19 20 -18 27 23 -23 25 -25 -24 28 -2 -30
right_child=15 2 -4 4 -6 -7 14 -9 9 -11 -12 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 22 26 24 -26 -27 -28 -29 29 -31
leaf_value=0.072839398870383515 0.0018201592093376072 -0.029013324738313112 0.04650773156370383 0.033013288275962283 -0.051526550085555081 -0.10123536505152127 -0.00064244610313100392 -0.00039278123957608004 -0.10044078722976753 0.081903604549203091 0.070250080758975639 -0.10039653065307307 0.10006652161768081 -0.10019471649487544 -0.0086039941155899562 -0.00011545152725840217 0.023131804395318579 -0.027566058751237223 0.10059167620634202 0.058618230002433991 -0.089017706996732185 -0.00023547518842110824 -0.0087339138778420103 0.093376420805211691 0.0072167637137938506 0.025859372458439434 0.0024483754650954093 0.00040550090501479096 -0.0021926484542449214 -0.08254460177071779
leaf_weight=0.0014182628333436753 0.57867100868894716 0.014134140365840153 0.050619618669429545 0.052712155181325215 0.03901795747879433 0.045019684746450572 0.50542347184237157 1.0811552441525061 0.010459775517240755 0.049629090483618743 0.012497278737547454 0.013071768943505035 0.0048971297801472247 0.002661444072511579 0.52790116511158813 38.914619604493687 0.025112139767600183 0.095548908051455217 0.072281435830518603 0.038885803878656588 0.031621894945317308 1.4303784979356358 0.56963092621910483 0.065379247651435324 0.64362970993261115 0.11048766363558116 0.530087881666232 1.6055848215918578 0.051208507124727021 0.076365161698049633
leaf_count=6 65 23 37 18 32 69 33 133 75 31 19 46 4 63 38 2847 21 30 7 6 29 24 48 16 36 37 45 132 25 39
internal_value=-4.18251e-06 -0.00218561 -0.014311 -0.0347149 -0.00294624 -0.0839787 -0.0010796 0.00211076 0.0307125 0.0536211 -0.00752071 -0.0447048 0.0363916 -0.0400414 -0.00470981 0.000113093 0.00161418 0.0177734 0.0435751 0.000474771 -0.0393771 0.000862221 0.00286389 0.00589816 0.016604 0.0509591 -0.00334381 -0.00203799 -0.00759304 -0.0502911
internal_weight=47.2501 2.41062 0.201504 0.150884 0.0917301 0.0591538 2.20911 1.17579 0.0946348 0.0725861 0.0229571 0.0220486 0.00897684 0.00407971 1.03332 44.8395 5.92487 0.26345 0.167901 0.0956198 0.056734 5.66142 3.34959 2.24988 0.819497 0.175867 1.09972 2.31183 0.706245 0.127574
internal_count=4034 627 179 142 50 92 448 377 244 125 94 119 73 69 71 3407 560 93 63 56 50 467 206 113 89 53 93 261 129 64
is_linear=0
shrinkage=0.1


Tree=528
num_leaves=31
num_cat=0
split_feature=3 3 2 0 3 2 0 3 3 0 4 4 0 0 2 4 4 0 3 0 3 1 1 0 4 4 0 2 4 0
split_gain=0.00112726 0.0145188 0.0186408 0.125076 0.00420232 0.00435262 0.00970301 0.00537696 0.00826551 0.00691067 0.0091942 0.00509871 0.00923305 0.00894021 0.00636539 0.00831866 0.00291211 0.00279195 0.0124919 0.019447 0.0293564 0.00529823 0.00277243 0.0166066 0.0376451 0.0646755 0.0332992 0.0235061 0.0232446 0.0194062
threshold=0.08833000000000002 0.08883000000000002 -0.097294999999999993 88.17067284620002 0.088075000000000028 -0.15076499999999998 87.638358136350021 -0.25095999999999996 -0.55648999999999993 86.135510041400025 47.927946529500012 43.218894539100006 97.878695155250014 98.142164052000012 -0.18231499999999998 49.122847560300009 36.957836847500012 85.877418060900013 0.079805000000000029 85.732241321850012 0.087555000000000022 61.87486387225001 63.705703859100005 93.692765846100016 38.625745710700009 41.436838994450007 94.848802842250009 -0.053159999999999992 38.748048509250005 91.066142252700018
decision_type=2 2 2 2 2 2 2 2 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 8 -1 10 16 12 -8 -14 -13 -16 -9 18 -7 20 21 -20 -3 24 29 27 28 -26 -25 -24
right_child=1 22 3 -5 -6 17 11 9 -10 -11 -12 14 13 -15 15 -17 -18 -19 19 -21 -22 -23 23 26 25 -27 -28 -29 -30 -31
leaf_value=0.018205868375388231 0.0028214308075571511 0.00078468747426746097 -0.10418422678708167 0.00081591679746405375 0.0084161348994035521 0.0017450286254267176 -0.086586604950534246 0.079588163636948109 -0.10022658228987727 0.091320244462635716 0.040711599455200642 -0.082929040548098437 0.097732047229182134 -0.10008874939077475 0.099921526837987218 -0.10008697104113679 -0.10012708108465124 0.00011149545875082802 -0.014315537250980982 0.071093889378538708 0.092555944386751784 -0.10047609664420945 0.027879691029393684 -0.010286976527084594 -0.039394529306246567 0.035753865002704707 -0.0014523639033770747 -0.10353387178403708 0.05603179512733715 -0.03239866710223812
leaf_weight=0.014884164812484002 0.52199519694448782 17.216281839633151 0.1458201484274475 0.51101082732509973 0.6571924721857475 1.0769160474262758 0.036306959092826219 0.0010146781730509405 0.0097550995727714307 0.012837046500289162 0.020413333812939527 0.0058064720169328501 0.0060575774041353725 0.0036678792473592431 0.0078758269481513654 0.0028255231360396213 0.0080944191811056498 18.83968189243096 0.011058504068500841 0.06730428114087772 0.017283453747950261 0.020125815347000753 0.18308049010283678 0.076135341884359664 0.12696158442503247 0.080668473109872352 7.1852114314810915 0.10389790259910114 0.17280852474141284 0.075407962280451102
leaf_count=35 15 486 19 78 40 215 33 44 76 14 34 89 3 211 23 186 174 1209 35 15 5 59 50 32 25 43 645 37 79 25
internal_value=-3.31557e-06 -0.000437218 -0.0112845 -0.0224947 0.000546886 0.000290382 -0.0179812 0.00846115 -0.0286835 0.0300671 0.00343282 -0.0463086 -0.0634073 0.0231255 0.00137156 0.0471124 -0.0801083 0.000408535 0.00510057 0.0363139 -0.0119829 -0.0699221 6.97927e-05 -0.00146788 -0.0179174 -0.0413264 -0.00020661 -0.0682603 0.0357493 0.0102949
internal_weight=47.2184 26.3993 1.17883 0.656831 20.8191 20.1619 0.129539 0.0669987 0.0246393 0.0423595 0.0295224 0.0625402 0.0460324 0.00972546 0.0165078 0.0107014 0.0091091 20.0324 1.19269 0.115772 0.0484678 0.0311843 25.2205 8.00417 0.570016 0.311528 7.43416 0.230859 0.248944 0.258488
internal_count=4034 1534 112 97 2500 2460 922 377 111 266 252 545 247 214 298 209 218 1538 329 114 99 94 1422 936 180 105 756 62 111 75
is_linear=0
shrinkage=0.1


Tree=529
num_leaves=31
num_cat=0
split_feature=2 0 1 0 0 4 2 1 4 4 2 3 1 3 1 0 4 3 2 4 1 1 3 0 2 3 3 1 1 2
split_gain=0.00110448 0.00349937 0.0227879 0.0102476 0.0208218 0.00379946 0.0269765 0.0136422 0.00608078 0.00446041 0.0103202 0.0114927 0.00456164 0.00376164 0.00357996 0.00355579 0.00517206 0.00264393 0.0240456 0.120336 0.00674393 0.0153813 0.0299661 0.00899179 0.0256304 0.00758527 0.00577339 0.0080416 0.015418 0.0726881
threshold=-0.037054999999999998 85.861287312150012 61.87486387225001 85.683849075550015 85.667718326750006 39.458743938000005 1.0000000180025095e-35 67.300172379550006 40.040005255000004 42.094663496250007 -0.011675 0.12746000000000005 62.272755675600003 0.088555000000000023 76.599549052750021 86.382848189450016 41.147265497500008 0.094725000000000018 -0.061874999999999999 39.861052345600008 61.93938686740001 61.901748453550006 0.089505000000000015 86.103248543850015 -0.10623499999999998 0.08883000000000002 0.09013000000000003 73.037342029850024 62.213609596700003 -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=17 2 -2 4 -4 6 -3 -8 13 10 11 -10 -11 -7 -9 -12 -17 20 -19 -20 21 23 25 24 -1 -23 -22 28 -28 -30
right_child=1 5 3 -5 -6 8 7 14 9 12 15 -13 -14 -15 -16 16 -18 18 19 -21 26 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0063036903535259314 -0.00066968485590657503 0.045870966517150301 -0.10015020715353085 -0.10082300765988993 0.099314878718763572 -0.00063169689867793692 0.034647308677239676 -0.0065453491428899575 0.018419005248458038 -0.0090896443280299062 0.0057725042413800812 -0.00085346520212791757 -2.6523180357424573e-06 -0.012537394859757692 0.0029706622916070183 -0.0024159670451233406 0.0073408004358392846 -0.00082935339756829904 0.05187788959745291 -0.078648166037782657 -0.000347396738323989 -0.019946146180914261 -0.10117936694896618 -0.001444637813162439 -0.10087847033250269 0.084259724161096283 0.0026366513623492776 -0.0026026401167152059 0.064424185600030243 -0.0012382527674593231
leaf_weight=0.060004890198058741 0.57905902462564007 0.1499537601287807 0.011938712007422581 0.03482738281309139 0.0093179958057589829 0.50767351075364675 0.11779426144494176 0.6270176490615994 0.78392802937196371 0.62677660540794011 1.0965341218070523 0.51118372257406008 4.6575607749300252 0.55604583423180642 1.0699379479374875 3.0913182124399499 0.65916640731721532 7.9698882766044612 0.11312957946893387 0.18802212224900927 16.904714613853375 0.014528424982191424 0.045817928621545434 1.0071469016402259 0.035515782305977656 0.013454118161462247 3.2732777968485616 1.6334469718210991 0.23855788428295421 0.57480182235923416
leaf_count=261 178 36 59 16 5 28 35 61 69 31 20 5 295 35 165 96 81 522 26 41 1648 38 16 10 19 3 41 104 63 27
internal_value=-5.30531e-06 0.000700201 -0.00656456 -0.0674282 -0.0127136 0.00101941 0.00510721 0.00173888 0.000376403 0.00104962 0.00288221 0.0108121 -0.00108046 -0.00685525 -0.000545462 0.000763363 -0.000701166 -0.000337246 -0.00187746 -0.0296152 0.000197984 -0.00718376 -0.0513814 -0.00422565 -0.033548 0.0301565 0.000581827 0.00332799 0.00569848 0.0180205
internal_weight=47.1623 15.09 0.635143 0.0560841 0.0212567 14.4549 1.9647 1.81475 12.4902 11.4265 6.14213 1.29511 5.28434 1.06372 1.69696 4.84702 3.75048 32.0723 8.27104 0.301152 23.8013 1.17647 0.0738005 1.10267 0.0955207 0.0279825 22.6248 5.72008 4.08664 0.81336
internal_count=4034 1215 258 80 64 957 297 261 660 597 271 74 326 63 226 197 177 2819 589 67 2230 347 57 290 280 41 1883 235 131 90
is_linear=0
shrinkage=0.1


Tree=530
num_leaves=31
num_cat=0
split_feature=3 1 3 3 3 2 0 3 3 4 4 2 0 0 1 2 1 0 0 4 1 1 0 3 2 4 1 4 0 3
split_gain=0.00115452 0.00745335 0.00322602 0.00117638 0.0117912 0.0157066 0.115066 0.00350292 0.0147568 0.0168231 0.0425355 0.0290301 0.0110786 0.00341105 0.0243507 0.0481433 0.0083996 0.00999771 0.0180146 0.0096917 0.0175961 0.0143071 0.00755861 0.00610945 0.0124116 0.0670208 0.024062 0.0151228 0.00606833 0.00497776
threshold=0.41214500000000009 62.068432857650002 0.13041500000000003 0.08833000000000002 0.08883000000000002 -0.097294999999999993 88.17067284620002 0.087475000000000011 0.087795000000000026 42.719328117250008 42.388109226950007 -0.059424999999999999 90.297243227400017 86.565663342300013 62.132955852800002 -0.14429 61.987779113750001 86.20003303655001 85.877418060900013 41.481306584950012 57.772276765200012 61.622148808000013 86.382848189450016 0.08481000000000001 -0.091179999999999997 39.685256516350002 76.279622535200005 42.402981339000007 86.692020874450009 -0.24532499999999999
decision_type=2 2 2 2 2 2 2 2 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 7 5 -5 -7 13 9 10 11 -9 -10 14 16 22 17 18 19 21 -21 -1 -16 28 -25 -26 -27 -28 -15 -18
right_child=1 -3 -4 4 -6 6 -8 8 12 -11 -12 -13 -14 23 15 -17 29 -19 -20 20 -22 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=-0.043412860305827146 0.012011578723663898 -0.00078672313105911595 -0.0075913094714876606 0.002578319566702689 1.7421616072027375e-07 -0.10377564447291195 0.00076851581728270635 -0.0397344693428935 -0.0046699059457070598 -0.012911351408655007 0.1008639347851515 0.062227281035506302 0.011965473435167791 -0.0095879773691082242 0.01653406942061891 0.088674431823258432 -0.00061203707676299945 -0.0023181220412695964 -0.084880459435704159 0.0071967619785798034 -0.10061232673366749 0.08322817882772969 -0.10281120330926119 -0.0013264422571598231 -0.0010793667883111922 -0.10180060916466367 -0.10052433131881043 0.070861695466148872 0.00099864515953344119 0.0071721255407572156
leaf_weight=0.014962675177659784 0.58279411076182386 2.0757576572041998 0.57148535214002194 0.52116480460301773 21.93191138851552 0.13261011324175587 0.51084498100217246 0.065158765371862271 1.1450517112183698 0.077295933266782413 0.075154673308134079 0.048864705938741482 0.61553418295570228 0.56983510791906056 0.0074567063049049412 0.079472626807046337 1.5705313920584174 0.51609132834710181 0.044649737246800214 0.041743787996762816 0.023754379443037266 0.022092318270982042 0.018405885901302099 2.6082136548392811 0.5339943145242857 0.10526080555973549 0.0078700109611418156 0.01488850130816477 10.867612574530586 1.7224984955173779
leaf_count=140 18 69 35 15 1300 19 78 26 37 24 4 23 39 61 83 60 21 8 14 207 51 93 2 108 31 61 42 31 1235 99
internal_value=-5.40935e-06 0.00201886 -0.000126441 -2.92488e-05 -0.000520492 -0.0103256 -0.0207771 0.000516327 0.00446555 0.0263968 0.0424577 0.00396119 0.00114614 8.98167e-05 0.00265513 0.0501081 0.00139171 -0.00887492 -0.031863 -0.00878015 -0.0319026 0.032091 -0.0684016 -0.000618617 -0.00443019 -0.0166584 -0.0816417 0.0115955 0.0004712 0.00345966
internal_weight=47.123 2.65855 44.4644 43.8929 23.0965 1.16462 0.643455 20.7964 2.02706 0.266474 0.189178 0.114023 1.76059 18.7693 4.06166 0.105335 3.95632 0.663294 0.147203 0.102553 0.0654982 0.037055 0.0258626 14.7077 3.27023 0.662014 0.128019 0.0227585 11.4374 3.29303
internal_count=4034 87 3947 3912 1412 112 97 2500 153 77 53 49 76 2347 778 145 633 513 505 491 258 233 85 1569 273 165 134 73 1296 120
is_linear=0
shrinkage=0.1


Tree=531
num_leaves=31
num_cat=0
split_feature=3 3 0 0 2 0 2 1 3 3 1 1 0 2 2 2 0 2 4 4 4 3 0 4 4 3 3 0 1 3
split_gain=0.00112116 0.00602916 0.0295396 0.00654376 0.00413139 0.0180911 0.0138581 0.0145974 0.00404787 0.0038884 0.00269548 0.0440827 0.00656211 0.0178207 0.0100421 0.00597268 0.00369018 0.00439704 0.00909794 0.0030067 0.00319703 0.00260723 0.0025158 0.00422885 0.00245086 0.00560916 0.00163226 0.00153713 0.0139789 0.0198813
threshold=0.078905000000000017 0.076615000000000016 96.741477366050006 92.313586825200005 -0.032369999999999996 95.262825394300009 -0.018034999999999999 66.590419433100024 0.079430000000000014 0.079805000000000029 62.014663695050011 61.987779113750001 86.479632682150012 -0.092710000000000001 -0.093879999999999991 -0.11963999999999998 71.131225215400022 -0.23349 48.96897326980001 49.122847560300009 48.86568841230001 -0.094699999999999993 86.135510041400025 41.741384785950011 48.86568841230001 -0.23921499999999998 0.07907500000000002 101.55650587770002 78.728807892050014 0.089920000000000014
decision_type=2 2 2 2 2 2 2 2 2 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 -6 22 26 -10 11 12 13 14 15 16 -1 18 24 20 -19 -9 23 -8 25 -18 -2 -11 29 -29
right_child=8 2 -4 -5 5 -7 7 21 9 27 -12 -13 -14 -15 -16 -17 17 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.10022354761982649 -0.0022865704765640321 0.033045583901144066 0.002869392412662243 0.097835357540368928 -0.10048977672171565 -0.10091174757346635 -0.094807763690561042 -0.026182757870110721 0.0080955871106598905 -0.00030829532624871217 -3.5664830418549011e-05 0.088516902599561756 0.0027436865818178452 -0.10058251710340882 0.10029307791958463 -0.10023363339234018 -0.10016725884502897 0.041585538769273504 -0.10020617635614762 0.10011053270625164 -0.10033691442821453 0.00747720222862484 0.1000518033141614 0.087563988516987518 0.06996377741724015 0.067981100089009677 -0.010217041906640965 0.084073058959796554 0.00067417516872019748 -0.012699403907365573
leaf_weight=0.0034828315272270585 0.50370443010439458 0.024920297139033543 0.52689510703773879 0.041631165615058308 0.012819018262060666 0.021555752441753562 0.0019763474548336593 0.043867999603257601 0.57755840091724664 36.571778181450938 5.7637483566468477 0.059887502534138548 0.51375919290876482 0.023829909912135738 0.0088108927011489868 0.0071274573492701157 0.0037330361277323485 0.0076210090273610732 0.0089041151254605211 0.0064867855980992309 0.0020047870930284262 0.048402306440735288 0.017101620105677284 0.0035650003144240827 0.0071087344549596318 0.0042339309218277733 0.53539137371200585 0.048784108686378391 1.624495976875491 0.037585936424875399
leaf_count=92 18 29 180 31 19 143 28 26 92 1871 384 24 8 14 1 7 32 129 17 2 1 18 15 81 5 13 107 24 594 29
internal_value=-6.26994e-06 0.00114563 0.0107986 0.0735747 0.00027372 -0.0161717 -0.00187119 0.0091301 -0.000213081 -4.83767e-05 0.00065609 0.00672483 -0.00147865 -0.0275067 0.00175372 -0.01537 -0.00148916 0.0070879 -0.0200583 0.0474887 0.012027 -0.00852573 0.0810777 0.0225203 0.0272792 -0.0108072 -0.00637272 -0.000171242 0.00275843 0.0419603
internal_weight=47.0628 7.16347 0.593447 0.0665515 6.57003 0.149288 0.127732 0.114913 39.8993 38.8602 6.42074 0.65699 0.597103 0.0833435 0.0595136 0.0507027 0.0435752 0.0400924 0.0239798 0.0161126 0.0096258 0.0922703 0.022643 0.00554135 0.0150757 0.00796697 1.0391 38.2826 1.71087 0.08637
internal_count=4034 1299 240 60 1059 330 187 168 2735 2610 729 345 321 313 299 298 291 199 67 132 130 44 124 109 50 45 125 2518 647 53
is_linear=0
shrinkage=0.1


Tree=532
num_leaves=31
num_cat=0
split_feature=0 3 3 0 0 1 1 1 0 0 1 2 1 0 2 3 3 4 0 3 1 2 4 3 3 4 3 3 1 2
split_gain=0.00107299 0.0120367 0.0101817 0.00166117 0.00161447 0.00707724 0.00470041 0.00376094 0.0011448 0.00252904 0.00369641 0.0447818 0.0117738 0.0096884 0.00239985 0.0135416 0.00910865 0.0298158 0.00213771 0.00440212 0.00196964 0.00161728 0.0131114 0.0301399 0.00842478 0.0122101 0.0288724 0.017856 0.010968 0.0291563
threshold=102.89804648475001 0.090735000000000024 0.089835000000000012 102.31465107045001 103.33357670195001 79.40629934090002 82.457699319000014 82.678152885650022 97.878695155250014 101.10215645365001 72.752365468100024 -0.028049999999999999 78.285212300550015 99.128828185900019 0.12427500000000002 0.11278000000000003 0.086955000000000018 40.280372415600006 97.521130223850008 0.091375000000000026 75.634392583900009 -0.094519999999999993 36.491284729650012 0.094375000000000028 0.093905000000000016 39.896141435400004 0.09180000000000002 0.085820000000000021 62.116825104000007 -0.16048499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 8 -2 -6 -7 -8 14 10 -10 12 -12 -13 18 16 17 -16 20 -20 21 22 23 -1 25 26 27 -24 -26 -30
right_child=1 -3 -4 -5 5 6 7 -9 9 -11 11 13 -14 -15 15 -17 -18 -19 19 -21 -22 -23 24 -25 28 -27 -28 -29 29 -31
leaf_value=-0.057938710387689552 -0.0034677379088226311 -0.10040802434596385 0.072248403160248428 0.005407156544647373 0.049312487632803201 -0.10020660511316336 0.097883740939771882 -0.10000941469422918 -0.00041727071114986157 0.00041661441010910211 -0.0064158569028905507 -0.024346328386028224 0.03217028826273205 -0.10118209676656514 0.079871884126622245 0.039095973941615153 -0.0030287405695367834 -0.051995634310140898 0.010435926059209372 -0.0019837286645451777 -0.0061021516697917716 -0.0003787907599498518 0.044864214636922806 0.073649385086361915 -0.0024862853647133832 0.0013783551911712927 0.091619460039011211 -0.027490293372781152 0.028376544112790683 -0.049466329484902948
leaf_weight=0.023599693842572544 0.48871852780073299 0.012758314703209983 0.017793942935838913 0.57100382868981014 0.0075659233620228713 0.011809710037891108 0.0025726975224742423 0.0015323828226743302 1.0065733974408857 2.6581292237903131 0.61994472714697901 0.022765791615143138 0.090639420226708012 0.058786887608903271 0.048915913390377264 0.1046024438854829 0.67047055812118117 0.026400374028344276 0.57760623728299154 0.56412285789519956 0.53744899716981009 29.20901761838681 0.059663668915589052 0.066327331203183348 1.1611161828814136 8.062661173447923 0.050724762284517055 0.079628817783920169 0.068422498266428877 0.16213332118491053
leaf_count=147 11 217 20 47 21 77 7 607 37 191 119 28 38 41 40 26 97 41 21 22 93 1174 69 36 52 597 6 45 57 50
internal_value=-4.93732e-06 -0.0044255 -0.00211495 4.6659e-05 -0.00469835 -0.0303119 -0.0681654 0.0240123 -1.99834e-05 -0.00154294 -0.00443876 -0.00954889 -0.00149395 -0.0797331 0.000143679 0.00540124 0.000675288 0.0336488 3.36178e-05 0.00429943 -8.97438e-05 -6.76771e-06 0.00110954 0.0391165 0.000755149 0.00196886 0.0270245 0.00350158 -0.00644219 -0.0263647
internal_weight=47.0435 0.542751 0.529993 46.5007 0.512199 0.0234807 0.0159148 0.00410508 45.9297 4.45684 1.79871 0.792137 0.710584 0.0815527 41.4729 0.850389 0.745787 0.0753163 40.6225 1.14173 39.4807 38.9433 9.73428 0.089927 9.64435 8.25268 0.190017 0.139292 1.39167 0.230556
internal_count=4034 960 743 3074 723 712 691 614 3027 454 263 226 157 69 2573 204 178 81 2369 43 2326 2233 1059 183 876 717 120 114 159 107
is_linear=0
shrinkage=0.1


Tree=533
num_leaves=31
num_cat=0
split_feature=2 2 0 1 2 1 2 0 4 1 1 2 2 1 0 0 4 4 1 2 2 1 0 2 1 1 4 2 2 4
split_gain=0.00119705 0.0140852 0.0493872 0.0559069 0.0159685 0.00796432 0.00408829 0.00369758 0.0237238 0.039816 0.0565047 0.00550086 0.00509936 0.00401733 0.00921114 0.0241161 0.0367 0.00637784 0.0161412 0.0162628 0.00335043 0.0106279 0.0031637 0.00725213 0.0688661 0.00589178 0.00499524 0.0564744 0.0717305 0.016607
threshold=-0.06828999999999999 -0.054619999999999995 86.329079026800017 70.171445662850019 -0.059424999999999999 62.132955852800002 -0.072524999999999992 86.329079026800017 41.289992964000007 61.993156030000002 61.987779113750001 -0.018034999999999999 -0.018034999999999999 63.705703859100005 93.399723909900004 90.767723400200012 40.137820134150012 41.50623664750001 61.998532946250002 -0.039434999999999998 0.066710000000000019 71.397382570300024 86.256490657300006 -0.077729999999999994 74.739136026450012 62.095317438950012 41.872294782850005 -0.08786999999999999 -0.079634999999999997 39.011793722550003
decision_type=2 2 2 2 2 2 2 2 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 5 -5 -4 22 8 11 10 -10 -3 -11 17 15 -15 -17 18 -9 -20 21 -16 -1 26 25 -25 27 -24 29 -29
right_child=1 7 3 4 -6 -7 -8 13 9 12 -12 -13 -14 14 20 16 -18 -19 19 -21 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.0012308906361457826 -0.022190497796543404 -0.0085820177864548968 0.092924379654979905 -0.10065508594062914 0.038761290555769295 0.051360195790513145 -0.00832441200733278 -0.0003846297525726883 -0.092602596303673235 -0.10190558244558667 0.079346551451831407 0.0023135317491563699 -0.053554000258573202 -0.0015536035541139992 0.014276690388056896 0.00079156169221245704 -0.090526413458332622 -0.0004814850436472994 0.0014234174967057245 0.025018344808785248 -0.0011616041192197594 0.00062380782767277958 -0.00079129331812694448 -0.038548044064409676 0.0080444665792856525 -0.072586956713033154 0.0012443675294302862 -0.013618920564225534 0.050428336875419921 -0.087145063940999426
leaf_weight=9.1852492701022985 0.16434054793330943 0.64319986173984522 0.096119686961174011 0.027300960356328119 0.011752065777116627 0.088591137733601499 0.64367986811763955 1.5467361297342024 0.031287932795084461 0.057904218114693151 0.049104895326308906 1.6574009861014176 0.034993690175870285 0.64324978727635773 0.64657287414865994 0.091137981358770048 0.085109052423248954 2.698683003502083 0.50479497015476227 0.69334626680210909 6.1719549908407236 4.8247850060292459 7.9030779473309112 0.084555113688117411 0.55050062421896939 0.12756929439956366 7.4810473007043603 0.037248582464882718 0.058937921322472442 0.17524058137606602
leaf_count=760 33 32 15 50 15 26 54 19 146 28 4 92 39 79 59 35 38 34 2 56 337 309 676 14 21 38 894 45 11 73
internal_value=-4.30986e-06 0.000562942 0.0194346 0.0500057 -0.0587011 0.0729893 -0.000453155 0.000203565 -0.00342026 -0.0391011 0.012426 -0.000732636 -0.083692 0.000704223 -0.000285693 -0.0105331 -0.0433056 0.0029706 0.00636458 0.0150774 0.000435554 0.00223723 -0.000255269 -0.00108671 -0.0106092 -0.0590187 -0.000622845 -0.00233166 -0.0471821 -0.0742562
internal_weight=47.0155 20.7684 0.388104 0.223764 0.039053 0.184711 26.2471 20.3803 2.47389 0.173291 0.0803928 2.3006 0.0928979 17.9064 12.4628 0.819497 0.176247 5.44356 2.74488 1.19814 11.6433 5.47136 25.6034 16.4182 0.762625 0.212124 15.6556 8.17451 0.271427 0.212489
internal_count=4034 1448 139 106 65 41 2586 1309 341 217 150 124 67 968 857 152 73 111 77 58 705 368 2532 1772 73 52 1699 805 129 118
is_linear=0
shrinkage=0.1


Tree=534
num_leaves=31
num_cat=0
split_feature=4 4 2 0 0 4 1 3 0 2 0 4 3 1 1 0 0 4 1 2 2 0 4 4 3 3 0 3 3 1
split_gain=0.00119552 0.00424078 0.00890392 0.00620392 0.0161215 0.0137687 0.0170612 0.0151938 0.00238106 0.00303978 0.00287778 0.00223453 0.00229315 0.00699677 0.0154551 0.00651006 0.0163801 0.00167699 0.00301433 0.00230041 0.0025457 0.0172336 0.0308283 0.0301841 0.00125632 0.00667552 0.0372701 0.00377972 0.00446728 0.00295013
threshold=37.038444968100009 36.79544512155001 -0.016334999999999999 89.813320763900023 89.582113364650013 36.124181380200007 65.611820673600008 0.10335500000000002 85.242941942100018 -0.10423499999999999 76.451683855550016 35.419594101850009 0.098075000000000023 68.34060567600001 72.378669787950017 97.225399829550014 97.752337623100019 37.784765830350004 75.951630643300021 0.23835000000000003 0.13006000000000004 86.420486603250012 41.066313126200008 39.256147742250008 0.078905000000000017 0.076615000000000016 96.741477366050006 0.079220000000000027 0.079605000000000023 62.014663695050011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 8 9 10 -1 12 13 -5 -15 -16 -17 18 -2 20 24 -22 23 -23 25 29 -27 -26 -29 -19
right_child=17 2 -4 11 -6 -7 -8 -9 -10 -11 -12 -13 -14 14 15 16 -18 19 -20 -21 21 22 -24 -25 27 26 -28 28 -30 -31
leaf_value=-0.10009707682053869 0.0084049174518103266 -0.047518506067684242 0.010621553095943927 0.00053231737398830401 0.10015709385794809 0.096909153239137957 -0.10148766843587638 0.090184127996619068 0.040044906485059727 -0.10021882643700167 0.073626255328584314 -0.0074567333009070902 -0.003176127514809478 0.066836042038062662 -0.10108131845712737 0.10029019143346481 -0.10022789868529994 0.0066455466731026071 -0.0018331893958562087 -0.0062626705374408112 -0.0020464338181495783 0.048558398907479414 0.071568990652677786 -0.080268494149847547 -0.0085527231543788603 0.088846604994948286 0.0031831013311795584 0.0087175961043523958 -0.00027060602522464269 -0.00043670121004328507
leaf_weight=0.0015759299366611699 0.64721660624201349 0.059253997719125096 0.047421946825522698 0.50550745637156114 0.02148117107572034 0.011671714503336261 0.017962523931146279 0.015674833051889436 0.0024609729953226642 0.008793244871802941 0.0024144612727494685 0.60478738904923846 1.017942583205292 0.047996921006415505 0.0085315268361227936 0.0087245870381593704 0.0076424884849023425 0.65491156869821932 0.51752450592510657 0.57673678226540559 0.61010792951704118 0.036931886766751632 0.095231926670635403 0.035833295499742235 0.54037794239132253 0.05623816589144337 0.52416157291702326 0.56212837921780234 33.921825415323646 5.7709663072860211
leaf_count=76 70 29 16 8 8 32 6 21 11 24 23 134 61 16 3 1 158 348 54 135 43 13 47 30 79 53 159 115 1869 392
internal_value=-5.55901e-06 -0.00218451 -0.0216728 -0.00127396 0.0257276 -0.000676012 -0.0239768 0.0210529 -0.0500293 -0.0673695 0.00501749 -0.00228029 -0.000319153 0.00470889 0.0336721 -0.0302578 0.00665971 0.000111328 0.00385586 1.0801e-05 9.53198e-05 0.00576294 0.0341239 -0.0148825 -9.60391e-06 0.00121278 0.0114835 -0.00025413 -0.000124088 0.000285106
internal_weight=46.94 2.38984 0.106676 2.28317 0.0820349 0.0605537 0.048882 0.0309194 0.0152446 0.0127836 0.00399039 2.20113 1.59635 0.578403 0.0728955 0.0248986 0.0163671 44.5502 1.16474 43.3855 42.8087 0.778105 0.167997 0.0727652 42.0306 7.00628 0.5804 35.0243 34.484 6.42588
internal_count=4034 627 45 582 201 193 161 155 134 123 99 381 247 186 178 162 159 3407 124 3283 3148 133 90 43 3015 952 212 2063 1984 740
is_linear=0
shrinkage=0.1


Tree=535
num_leaves=31
num_cat=0
split_feature=2 2 4 4 1 1 1 1 1 1 3 4 1 4 3 1 2 4 4 4 2 3 3 4 2 4 4 2 1 2
split_gain=0.00104686 0.0146193 0.00572185 0.0119651 0.00648497 0.0199102 0.0083477 0.0212681 0.0233761 0.0122446 0.0148266 0.00990328 0.0063297 0.00615989 0.00895515 0.0129939 0.00709487 0.0040419 0.00629803 0.00392174 0.0130668 0.00292303 0.00265521 0.00534885 0.00244311 0.0055846 0.0085286 0.0024734 0.00234763 0.00157234
threshold=-0.15076499999999998 -0.16080999999999998 39.792680591700012 40.159267750750011 75.499969677400017 78.285212300550015 62.213609596700003 64.02831883475001 75.271450736300025 72.187789260650007 0.089505000000000015 47.927946529500012 83.740093847200015 35.782584506850007 0.084360000000000018 83.116371560950014 -0.58994000000000002 43.218894539100006 44.262924377150007 41.218101594450012 -0.59502499999999992 0.083950000000000011 0.097970000000000015 35.171584490050009 -0.23349 41.898943182100005 48.96897326980001 -0.23401999999999998 64.184249406300026 -0.13953999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 -4 6 -6 19 -8 9 10 11 -9 -7 16 21 -16 -1 -3 -19 -5 -21 28 23 -18 25 -22 27 -27 -15 -2
right_child=29 17 3 4 5 12 7 8 -10 -11 -12 -13 -14 14 15 -17 22 18 -20 20 24 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.083960659992705106 0.0029977028647103672 -0.10068611836643943 0.06871329561499985 -0.0012059212676320469 -0.10053035705860719 0.078137141199723273 0.10011874710656982 -0.10061849424022738 0.098599581818749976 -0.10050697743682067 0.034906104073488646 0.01512793665202386 -0.10032021977093086 0.035801523100652793 -0.10021808456684121 0.03906727241116216 -0.10013352838590422 0.10009590518711449 -0.10008979273738139 -0.10132263787171317 -0.10076398550945778 0.1000738747625247 0.10001294243342243 0.099547645562263198 0.029268706312778767 0.069009699697319321 -0.07255223693708894 -0.0064794073036412618 -0.10012021581532951 -5.5086742815339303e-05
leaf_weight=0.0046424250197721608 1.7539666421322895 0.019258182586204445 0.025390453573692184 0.51494078325544035 0.022628090498145015 0.01225062793854903 0.028460832974815276 0.01885318210159781 0.02089789055548863 0.015231511261191599 0.044326659319267492 0.012159637144577573 0.0023724359645272428 0.0038030027011473067 0.030210438163777553 0.0086056511766923194 0.0024904012415143673 0.0028945668600499621 0.0034385056819672827 0.017480558104580268 0.0064451657731865444 0.0042278398759663105 0.007267732768013957 0.0029078232652537395 0.017296074941100414 0.01204632337730893 0.0099750711128763214 0.0067850691993953669 0.0019083913459208013 44.28907406331389
leaf_count=37 128 66 15 72 22 38 25 106 9 51 27 14 95 34 71 33 98 1 181 7 7 2 9 9 22 70 30 11 44 2700
internal_value=-4.06396e-06 -0.00342224 -0.0011895 0.00118179 -0.00106797 -0.0417594 0.00102308 0.0229641 0.00326452 -0.0187326 -0.00220014 -0.0552361 0.0491843 -0.0294575 -0.0476512 -0.0693381 0.0217918 -0.077896 -0.00859378 -0.00422539 -0.0264286 0.0370432 0.060553 0.00742731 -0.00151426 -0.0166178 0.00220909 0.0418105 -0.00961504 6.12064e-05
internal_weight=46.9222 0.879195 0.853604 0.78754 0.76215 0.0372512 0.724899 0.13993 0.111469 0.090571 0.0753395 0.0310128 0.0146231 0.0660637 0.0487553 0.0388161 0.0173084 0.0255913 0.00633307 0.584969 0.0700283 0.00993923 0.012666 0.00539822 0.0525477 0.0352516 0.0288065 0.0188314 0.00571139 46.043
internal_count=4034 1206 958 621 606 155 451 232 207 198 147 120 133 337 184 104 153 248 182 219 147 80 116 107 140 118 111 81 78 2828
is_linear=0
shrinkage=0.1


Tree=536
num_leaves=31
num_cat=0
split_feature=2 2 1 1 3 2 3 0 1 0 1 4 4 1 0 3 3 1 0 0 2 0 2 2 2 0 1 0 4 4
split_gain=0.00101255 0.00430845 0.0300037 0.0274086 0.0060244 0.0067662 0.00598399 0.0450163 0.0352972 0.022904 0.0240582 0.0335807 0.0314765 0.00464086 0.00299035 0.0178894 0.0165607 0.00653666 0.0184533 0.0205092 0.00270638 0.00458855 0.00187838 0.00220914 0.00242487 0.00180231 0.00455576 0.0196896 0.00326313 0.00364181
threshold=-0.032369999999999996 -0.0034049999999999996 62.00390986255001 61.93400995115001 0.12201500000000003 0.048475000000000011 0.11082500000000002 86.83719761350001 65.536543845950021 93.399723909900004 71.322105742700003 40.206947806850003 41.535369675400013 62.046925192600007 86.643628628100018 0.11768500000000003 0.09091500000000001 65.687097501250022 93.399723909900004 94.114853772600014 0.061925000000000015 86.565663342300013 -0.033799999999999997 -0.037054999999999998 -0.039434999999999998 85.812895065800021 62.025417527550012 85.667718326750006 40.720231579350006 41.646178195200001
decision_type=2 2 2 2 2 2 2 2 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 -2 5 14 7 13 -9 -10 -11 -12 -13 -4 -3 16 17 -16 -19 -20 21 -7 23 24 25 26 28 -28 -1 -30
right_child=1 4 6 -5 -6 20 -8 8 9 10 11 12 -14 -15 15 -17 -18 18 19 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0024762084278980578 0.0057940861120048641 -0.0033204127663207018 -0.10120344171177989 0.080997893287376332 0.0097115831570617449 -0.0020758303314552893 -0.00064864522429941779 0.081869801114716284 -0.084432761161131395 0.062921004563187485 -0.10154887516775234 0.084325021398326455 -0.10105980612849233 -0.038562755045100275 0.017249497909501015 -0.0038697686616559154 -0.10150382811996897 -0.10130439141988762 0.10019203163059026 -0.10017650866829714 -0.00024479265579928979 0.010814718677121131 -0.0061009189479332279 0.0058949663023201166 -0.0066757525491360275 -0.00050595129817571647 0.00084385076558220879 0.044801918626138741 0.0068076100909268914 -0.0026369700610294096
leaf_weight=1.9611601874854758 0.1000374937748626 1.0251043099740291 0.027528386621270662 0.094000984146987321 0.59070205321342051 0.50221598102022047 2.0387556995992782 0.089064992698695278 0.024928084167186171 0.067449165740981698 0.029970270319306991 0.033892003296386974 0.012550297623079132 0.020736505692159568 0.028301634156377875 0.48728092759847641 0.038266385903379607 0.025454086600802839 0.0134709746344015 0.0082291144722983489 8.0171123906258455 0.61344120838153726 0.54997486603707457 0.58257165925170085 0.58900414439312854 26.897581553912971 0.52284199255902741 0.12656207106101647 1.1444036156345871 0.63471306883664436
leaf_count=263 28 66 11 19 39 71 14 31 10 10 18 16 67 35 11 2 39 10 3 76 541 71 12 15 14 2116 134 40 25 227
internal_value=-4.26998e-06 0.000712076 0.00443598 0.0422262 -0.000120967 -0.00066081 0.00130884 0.0143457 0.0309365 0.0040606 0.0193946 -0.0190261 0.0342277 -0.0742905 -0.00660394 -0.0122045 -0.0479175 -0.020742 -0.0435442 0.0242082 0.000397377 0.005012 -0.000305673 -0.00020748 -0.000319008 -0.000199338 0.00167942 0.00941082 0.000337059 0.00343819
internal_weight=46.8973 13.8885 2.53891 0.194038 11.3496 10.7589 2.34488 0.30612 0.257855 0.16879 0.143862 0.0764126 0.0464423 0.0482649 1.62611 0.601003 0.113722 0.0754558 0.0471542 0.0217001 9.13277 1.11566 33.0088 32.4588 31.8763 31.2873 4.38968 0.649404 3.74028 1.77912
internal_count=4034 1188 259 47 929 890 212 198 152 121 111 101 83 46 207 141 139 100 89 79 683 142 2846 2834 2819 2805 689 174 515 252
is_linear=0
shrinkage=0.1


Tree=537
num_leaves=31
num_cat=0
split_feature=4 4 4 2 3 0 4 0 1 4 4 4 4 4 0 4 3 3 0 0 0 1 4 3 3 0 4 4 0 2
split_gain=0.00123161 0.00383169 0.0227041 0.0164239 0.0226496 0.0111805 0.00512404 0.00176946 0.0065522 0.0262989 0.0353534 0.0359919 0.0461751 0.0260605 0.0394969 0.0252035 0.0129484 0.00626839 0.00629697 0.0543459 0.0516225 0.049963 0.0391191 0.0260315 0.00912124 0.00467281 0.00699336 0.00414742 0.00408378 0.00389005
threshold=37.038444968100009 36.010074051050005 36.957836847500012 -0.012794999999999999 0.09062000000000002 90.533827542850005 36.242939472700009 87.170566421650008 71.015621515800021 40.720231579350006 40.316494640950005 40.206947806850003 39.861052345600008 37.828051409500013 90.407470010750018 38.748048509250005 0.09551500000000003 0.080515000000000017 89.415428960600011 90.297243227400017 90.767723400200012 70.776348742200014 42.660927378600007 0.085610000000000019 0.08674500000000003 86.83719761350001 40.206947806850003 42.719328117250008 88.098084476650016 -0.097294999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 25 9 10 11 12 13 -9 -15 -16 -17 -11 27 -20 -21 22 23 -22 -24 -2 -27 28 -19 -10
right_child=7 2 -4 -5 5 -7 -8 8 29 17 -12 -13 -14 14 15 16 -18 18 19 20 21 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0010591506203604202 -0.00015668860641053514 -0.025695877234367816 -0.10149618221989772 0.051699207687354531 0.05167940850741707 -0.027270056543769794 -0.10100173712823138 0.051673750663901931 -0.005767296970855278 0.010725639440358523 0.085553180823817299 -0.057889760997438172 0.078215902416689007 -0.074375989434442222 -0.026194445227439814 0.054733816690410934 -0.001853886045532137 0.00027138471595276377 -0.082719260897604216 0.080794959407320774 0.01064162830227878 0.060114906443021643 0.054504271367804939 -0.10178301243444979 -0.011956954246958992 0.0022320244095170236 -0.013184192386540101 -0.0041581340451823058 0.0076211070956062653 0.00012571969956237357
leaf_weight=2.1895168536935619 22.090034005834429 0.012885222352191583 0.026619117147390625 0.042234773986706275 0.036787561373785138 0.035006511147705588 0.030242987090173479 0.10336005380114066 1.2191406722243705 0.60868757008629959 0.077019038166326936 0.063058133469894528 0.11549408910650527 0.067259438488690648 0.11265440046008734 0.11254825629293919 0.063111034833127633 2.1335078103584242 0.086025991244241484 0.073019003422814421 0.026642931932428837 0.06893211446413261 0.031552159223792842 0.090740248529357359 0.059762481374946219 0.51584997912868746 0.6850186856900109 1.1232320785420595 1.17090218514204 13.796754115448197
leaf_count=448 1150 23 15 34 9 37 61 37 789 104 24 13 35 24 33 38 19 41 18 20 8 8 20 70 35 5 44 24 23 825
internal_value=-3.636e-06 -0.00222325 -0.0160924 -0.00162676 -0.0212244 0.013184 -0.0785029 0.000114757 0.000775691 0.00351416 0.0215577 0.013826 0.0216986 0.00747558 -0.00537221 0.0107254 0.0344029 0.00115857 -3.85892e-05 -0.0114954 0.00597827 -0.0136991 -0.0380797 -0.0762655 0.0110075 -0.000486941 -0.00656194 0.00109133 0.00287572 -0.000352734
internal_weight=46.8676 2.37329 0.183776 0.157157 0.114922 0.0717941 0.0431282 44.4943 21.2034 6.18751 0.714504 0.637485 0.574427 0.458933 0.355573 0.288314 0.175659 5.473 4.86432 0.436675 0.350649 0.27763 0.208698 0.117383 0.0913146 23.2909 1.20087 4.42764 3.30441 15.0159
internal_count=4034 627 179 164 130 46 84 3407 2208 594 223 199 186 151 114 90 57 371 267 179 161 141 133 78 55 1199 49 88 64 1614
is_linear=0
shrinkage=0.1


Tree=538
num_leaves=31
num_cat=0
split_feature=3 1 3 3 3 1 2 2 4 0 3 4 3 2 0 1 3 1 0 1 3 0 1 0 0 1 0 1 1 2
split_gain=0.00101385 0.00578443 0.00303814 0.00102771 0.00935004 0.0137518 0.00456175 0.00892009 0.00957458 0.00735551 0.00319114 0.00429806 0.0023942 0.00779723 0.0282493 0.018487 0.0371552 0.036797 0.013418 0.00872281 0.00675583 0.00492196 0.00429629 0.00391742 0.0181755 0.0211596 0.0121738 0.0054414 0.00689745 0.00542148
threshold=0.41214500000000009 62.068432857650002 0.13041500000000003 0.10433500000000002 0.10661000000000002 80.677940036650014 -0.011675 -0.054619999999999995 41.035283712600005 86.20003303655001 0.12535000000000004 41.646178195200001 0.096515000000000031 0.086310000000000026 86.256490657300006 76.830756451950009 0.081515000000000018 78.962703749400006 85.732241321850012 87.030766598900016 0.094725000000000018 81.446839061900008 61.950140699950005 85.995710218650018 85.877418060900013 61.923256118600001 85.732241321850012 61.778079379550007 61.622148808000013 -0.018034999999999999
decision_type=2 2 2 2 2 2 2 2 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 5 -5 7 8 9 -6 11 -10 13 20 18 16 -16 -17 21 -19 22 -15 23 24 25 26 27 28 29 -1
right_child=1 -3 -4 4 6 -7 -8 -9 10 -11 -12 -13 -14 14 15 17 -18 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.015734004632889584 0.010762036192532519 -0.00056570909733306572 -0.0073900137515683223 -0.019147367927567164 0.00065734781396517518 0.002698656692050569 -0.0051706337865396095 0.0093560058978752886 0.013049316563989433 -0.015241942186653782 -0.00079365107205598404 0.00073544759743785881 0.0022883180535252 -0.075142350961430474 0.0068647695888037624 0.092377692876372264 -0.1007097842808959 -0.10049633487499871 0.097252664125658486 0.085888675527019898 -0.010319363392698816 0.042509083557154374 0.00053634017413759644 -0.0029891846052724764 -0.10071684160084803 -0.10069900033382839 0.092754316773519585 -0.10021494481662979 0.10015459011041579 0.078381773257466189
leaf_weight=0.051990009572951065 0.57598122582021405 2.0739797906015909 0.56703913739286704 0.64000804874959294 0.53513841318830635 0.52411970225836724 1.1250424988979091 1.1953742278896582 0.56689560029190034 0.6377425470589011 1.0318039304993363 0.56692380015715571 4.7228295079028859 0.0079138598108565716 0.055455313350520896 0.02808618195587087 0.076258881082167163 0.020439972344072466 0.027101050927740289 0.0028625790109925156 0.6211173746691675 0.0064571955990899719 29.006361141533276 2.0706387413374614 0.023388182831695303 0.018472017894551801 0.017102023470215499 0.0051498990441172223 0.0070279139326885473 0.0069372820302424356
leaf_count=266 18 69 35 50 23 17 67 37 9 82 8 36 323 29 41 45 75 103 9 67 75 17 2308 36 9 34 3 24 2 117
internal_value=-3.40077e-06 0.00189643 -0.000117391 -2.28045e-05 -0.00114997 -0.00931174 0.000529029 0.00194335 -0.000710801 -0.00798774 0.00323032 0.00689223 0.000186321 -0.000123399 -0.0186913 -0.0355705 -0.0554179 0.0153002 0.0558321 -0.0776001 7.61384e-06 -0.0222793 0.000213153 -0.00404661 -0.0208806 -0.00337743 0.0170033 -0.00121614 0.00651386 -0.00465412
internal_weight=46.8156 2.64996 44.1657 43.5986 6.82305 1.16413 5.65892 4.53388 3.3385 1.17288 2.16562 1.13382 36.7756 32.0528 0.224575 0.183103 0.131714 0.0513887 0.0414721 0.0233026 31.8282 0.0143711 31.2071 2.20071 0.130067 0.106679 0.0882071 0.0711051 0.0659552 0.0589273
internal_count=4034 87 3947 3912 329 67 262 195 158 105 53 45 3583 3260 386 331 116 215 55 170 2874 46 2799 491 455 446 412 409 385 383
is_linear=0
shrinkage=0.1


Tree=539
num_leaves=31
num_cat=0
split_feature=2 0 3 1 1 2 4 0 4 1 4 0 4 4 1 1 1 4 1 2 2 1 3 3 1 2 0 1 1 0
split_gain=0.00110616 0.00428561 0.0214825 0.0503097 0.00764501 0.00331403 0.0191249 0.0580751 0.00303221 0.00502948 0.00851904 0.0102221 0.0271384 0.0403327 0.00645822 0.00915843 0.0048096 0.00992348 0.0046683 0.0111418 0.00313446 0.00225827 0.0203096 0.0482951 0.0170905 0.0164103 0.0112776 0.0081169 0.00461421 0.012525
threshold=-0.06483499999999999 85.963448721100022 0.10335500000000002 61.998532946250002 61.93938686740001 -0.072524999999999992 38.969453495950006 86.756543869550015 42.536568606950006 63.705703859100005 41.965809985500009 93.399723909900004 38.400997490450003 40.098777110850008 61.982402197500001 62.041548276350007 62.095317438950012 42.094663496250007 71.397382570300024 0.070580000000000018 -0.02903 75.271450736300025 0.088220000000000021 0.087245000000000031 78.468027453400012 -0.084794999999999995 97.878695155250014 82.457699319000014 68.910558799650019 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=5 2 -2 -4 -3 21 -7 -8 9 14 11 12 -11 -14 -6 -16 -17 -18 19 -13 -10 28 23 24 25 26 -23 -26 -1 -30
right_child=1 4 3 -5 8 6 7 -9 20 10 -12 18 13 -15 15 16 17 -19 -20 -21 -22 22 -24 -25 27 -27 -28 -29 29 -31
leaf_value=2.082133452964158e-05 -0.00092625357894481151 0.011960568846974468 -0.091342936417063952 0.029928769030293317 -0.0024409524812959672 0.0028534184545033424 -0.10213156345983809 0.0089861237760865374 -0.0087002691447221146 -0.0019413013752866155 0.011568745942793444 0.015041894843070162 0.0029325468815254848 -0.096272266381705912 0.016747562877237093 -0.00096150130051282894 0.016560412063939472 -0.0022049291799703936 -0.00057239524715821226 -0.0043424317791095172 -0.00066298861040582418 -0.10043640339985638 -7.8016430486578262e-05 0.099597497860443113 -0.10069625197700588 0.073156398783108964 0.01888363626163081 0.03404042733282641 -0.030798717365188299 -0.0026094707873150903
leaf_weight=20.63664847004026 1.6593023150547406 0.61475581568811577 0.083295757344359234 0.05804779817714234 1.0473716516862648 0.52942796222256916 0.076150684057665785 0.12301972456210919 0.56004103910076297 0.61274963640607616 0.61012953276090875 0.64773611550117471 0.08023073670847225 0.083773095257754449 0.69412818625278339 1.1409065319749063 0.63403387017387991 0.50727189262397587 7.3437044680597605 0.54685848254302982 3.6322332363616598 0.013421135126876038 1.726443213258263 0.069854892722176487 0.023216964540977436 0.029130857913742599 0.019329597369077689 0.0055375749212508351 0.16699614205539903 2.8073380507772612
leaf_count=1160 264 25 29 23 13 34 14 33 77 34 53 55 39 37 43 19 47 4 416 30 213 49 285 26 98 6 28 404 136 340
internal_value=-3.37835e-06 0.000545858 -0.00411414 -0.0415384 0.000993237 -0.000433875 -0.00708379 -0.0334985 0.000621584 0.00133035 0.000121321 -0.000628477 -0.0116115 -0.0477412 0.00431262 0.0066892 0.00362998 0.00821985 0.000370681 0.00616819 -0.00173668 -0.000243854 0.00308515 0.0371121 -0.0110465 0.018554 -0.0300133 -0.0747485 -0.0005099 -0.00419218
internal_weight=46.7831 20.5566 1.80065 0.141344 18.7559 26.2265 0.728598 0.19917 18.1412 13.9489 9.92518 9.31505 0.776753 0.164004 4.02371 2.97634 2.28221 1.14131 8.5383 1.19459 4.19227 25.4979 1.88693 0.160491 0.0906361 0.0618816 0.0327507 0.0287545 23.611 2.97433
internal_count=4034 1421 316 52 1105 2613 81 47 1080 790 664 611 110 76 126 113 70 51 501 85 290 2532 896 611 585 83 77 502 1636 476
is_linear=0
shrinkage=0.1


Tree=540
num_leaves=31
num_cat=0
split_feature=0 3 3 0 1 1 1 0 0 1 0 2 2 2 2 4 4 2 2 1 3 4 4 1 0 2 4 0 1 0
split_gain=0.000976955 0.0107139 0.00760811 0.00160799 0.00548876 0.00406171 0.00331757 0.00118329 0.000855059 0.00493445 0.0169519 0.0212529 0.0366117 0.0321853 0.0144819 0.00933312 0.0395709 0.0362276 0.0180349 0.00920655 0.00744413 0.00569155 0.00541863 0.00462727 0.00741646 0.0302484 0.0151403 0.0284697 0.0087589 0.0298037
threshold=102.89804648475001 0.090735000000000024 0.089835000000000012 103.33357670195001 79.40629934090002 82.457699319000014 82.678152885650022 102.31465107045001 87.170566421650008 66.590419433100024 93.399723909900004 -0.102645 -0.122095 0.12427500000000002 -0.011675 40.720231579350006 37.038444968100009 -0.10946499999999999 -0.037054999999999998 67.649671936450019 0.081965000000000024 41.872294782850005 42.940640897800002 69.873026810350026 94.625660817400004 -0.061874999999999999 39.458743938000005 93.953546284800012 71.015621515800021 97.752337623100019
decision_type=2 2 2 2 2 2 2 2 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 -7 8 -1 15 11 12 19 14 -13 16 -10 -18 -19 -11 -17 -22 -21 -12 25 26 -25 -28 29 -26
right_child=1 -3 -4 4 5 6 -8 -9 9 10 23 13 -14 -15 -16 20 17 18 -20 22 21 -23 -24 24 28 -27 27 -29 -30 -31
leaf_value=-0.00043537021069345251 -0.0031272165575137977 -0.10036858788669621 0.066374810054383518 0.041827497547511867 -0.10018217022450684 0.097545076338518333 -0.10000820899525881 0.0045920560175136916 -0.0013479414643175517 -0.076386580029688303 0.0083611597431250562 -0.039996818720074143 0.081362219624543361 0.0266828347184308 -0.1020813966858142 0.011708562188751491 -0.018214486066605483 0.10038283961972823 0.040428065153221546 -0.034657207467865714 -0.0087824133694132094 0.0012659250706082729 0.055172607270268029 -0.10089762260558564 0.046729233581406987 -0.0022005638319391708 0.096672257897782263 -0.07708634960693328 -0.0004404729438326813 -0.001120793108933848
leaf_weight=23.280536015385309 0.4898181557485734 0.011350072224805885 0.015709831890802661 0.0068118727458923367 0.010191490056524977 0.0022565253357029755 0.0013638389228447026 0.56533273061694345 0.65890502192633249 0.030711020188618932 0.63145390453756434 0.096089217597182142 0.044982672436162829 0.051637031816504475 0.061694319191723745 0.59510168249107653 0.070888261660002172 0.083895485615357757 0.12481824220958515 0.015912951795883146 0.65854936692630861 3.9134495230537141 0.01161743564443718 0.050131033958514593 0.17513771548669765 0.58782495971099891 0.014059681254707357 0.028633168233369588 13.937966119418563 0.50695758236099664
leaf_count=1376 11 217 20 21 77 7 607 47 57 16 54 33 10 50 42 50 22 19 39 10 49 71 37 36 60 81 9 76 811 19
internal_value=-4.20995e-06 -0.00424294 -0.00216933 -0.0042789 -0.0316317 -0.0678611 0.0231242 4.51084e-05 -1.12249e-05 0.000430571 -0.000480356 -0.0235406 0.0135961 -0.0418454 -0.0642723 0.00285422 0.0120281 0.0435499 0.0645277 -0.038743 0.00118795 -0.000181435 0.00324971 -2.78335e-05 -0.000374044 -0.0105777 -0.0636275 -0.0198639 0.000100995 0.0111654
internal_weight=46.7338 0.537502 0.526152 0.510442 0.0206237 0.0138119 0.00362036 46.1963 45.631 22.3504 16.2448 0.312645 0.103224 0.209421 0.157784 6.10561 0.938507 0.279602 0.208714 0.0582414 5.1671 4.572 0.0275304 15.9322 15.3007 0.680649 0.0928239 0.0426928 14.6201 0.682095
internal_count=4034 960 743 723 712 691 614 3074 3027 1651 1344 198 73 125 75 307 137 80 58 63 170 120 47 1146 1092 202 121 85 890 79
is_linear=0
shrinkage=0.1


Tree=541
num_leaves=31
num_cat=0
split_feature=4 4 0 0 4 0 0 2 3 2 0 1 2 4 0 0 2 1 1 4 2 1 0 2 4 3 2 2 4 3
split_gain=0.000980282 0.00466057 0.0159863 0.0748088 0.0232751 0.00941385 0.00379746 0.0166827 0.00360367 0.00284346 0.0236498 0.026707 0.00916101 0.0159734 0.0109904 0.0126941 0.00875235 0.00521554 0.00322046 0.00245111 0.00238856 0.00545872 0.00219204 0.00246731 0.00200681 0.00772538 0.0161188 0.0634457 0.0253587 0.0367153
threshold=43.084235337800003 42.865207177650007 86.382848189450016 86.89903215050002 43.047778594550003 89.953120586650016 85.791387400750025 -0.22932499999999997 1.0000000180025095e-35 -0.089795 86.256490657300006 62.272755675600003 -0.096529999999999991 43.680097826700013 91.394134144600017 97.39208423365001 -0.18231499999999998 72.01572794030001 72.187789260650007 43.182896969600009 -0.23349 55.887667615750004 86.692020874450009 -0.082334999999999992 42.558389508100007 0.09450500000000002 -0.096529999999999991 -0.020814999999999997 42.719328117250008 0.087905000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 24 -3 -4 5 -5 7 8 20 10 -8 -12 13 -13 -15 17 -17 -16 -19 -11 21 -2 -21 -24 -1 26 -26 28 29 -28
right_child=6 2 3 4 -6 -7 9 -9 -10 19 11 12 -14 14 15 16 -18 18 -20 22 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.00016632957446617959 -0.1001498727823394 -0.00089078188862392607 0.10071820647167228 -0.10159678048155096 0.032466059535499518 -0.024306292751019393 0.055457985891901374 -0.091342638338561807 0.069778271249136312 -0.0068337645407693564 -0.10193979441544712 0.087985848261277574 -0.064580192557212396 0.05058931690863025 -0.10049000588086279 0.070848676158352095 -0.1000967260021787 0.10007578987976387 -0.10003230110044321 -0.0057940745144219909 0.034475587997967759 0.01068352983952503 0.0071390051386282351 2.2045352830793563e-05 0.0050847052303835795 0.006251853572683496 0.029596646993932881 -0.00028118544921044292 -0.1050708313391463 -0.10174741392239289
leaf_weight=39.151870927116356 0.0062966237670625249 0.53101775934881956 0.088211642811074853 0.031246597340214066 0.043516087560647065 0.031792180343707344 0.039164250178146176 0.024148052551875243 0.0088343726779385179 0.54678788807022716 0.039683948503807187 0.019808126854224839 0.02072824224450176 0.017927848857905104 0.023918719334517391 0.012028158516766863 0.0039881674948418757 0.0022883734200149766 0.0012400635417009198 0.51863446604693297 0.0115644964389503 0.015101212841685197 0.57933672293171445 3.0601652581725451 0.56326954716599065 0.59241071220896646 0.047063310689168136 0.53488523664135723 0.093427416183306633 0.038852126977872103
leaf_count=2559 68 47 12 16 9 28 13 150 61 20 8 31 27 28 112 38 223 1 76 12 6 36 18 251 25 42 61 31 16 9
internal_value=-3.77539e-06 0.000154015 0.00809743 0.0326032 -0.0237859 -0.0626171 -0.00133411 -0.0251707 0.0130601 -0.00101238 -0.0133198 -0.032341 -0.00524384 0.00990328 -0.0152903 -0.0424644 0.0282822 -0.0837474 0.0297481 -0.000539494 -0.0021412 -0.0219308 0.000288192 0.00115492 1.34746e-05 -0.00318698 -0.00756403 -0.0175393 -0.0690113 -0.0297989
internal_weight=46.6992 41.7476 0.725784 0.194767 0.106555 0.0630388 4.95164 0.0659448 0.0417967 4.8857 0.180776 0.141612 0.101928 0.0811995 0.0613913 0.0434635 0.0160163 0.0274472 0.00352844 4.70492 0.0329623 0.0213978 4.15814 3.6395 41.0218 1.86991 1.2775 0.714228 0.179343 0.0859154
internal_count=4034 2855 112 65 53 44 1179 321 171 858 557 544 536 509 478 450 261 189 77 301 110 104 281 269 2743 184 142 117 86 70
is_linear=0
shrinkage=0.1


Tree=542
num_leaves=31
num_cat=0
split_feature=2 2 0 1 3 2 2 2 0 3 4 3 2 0 0 2 1 2 2 1 0 1 0 0 1 0 2 4 3 1
split_gain=0.000963513 0.0145343 0.0558836 0.0479424 0.0400725 0.0112928 0.00378685 0.00981221 0.00848426 0.005748 0.0241414 0.0163653 0.0298641 0.0173507 0.0254294 0.0103578 0.0152524 0.00906957 0.00850043 0.00701996 0.00371372 0.00872899 0.0395705 0.0092365 0.00839306 0.00505956 0.00464326 0.0066829 0.00443515 0.0179248
threshold=-0.06828999999999999 -0.055334999999999995 86.329079026800017 67.192634054300015 0.087555000000000022 -0.059424999999999999 -0.086139999999999994 -0.088224999999999984 86.756543869550015 0.098545000000000021 40.523311941050004 0.091935000000000031 -0.082424999999999998 89.705782438650019 85.995710218650018 -0.077085000000000001 62.020040611300011 -0.079634999999999997 -0.084275000000000003 69.238550691600025 86.054856297550018 61.901748453550006 85.732241321850012 83.941728207000011 62.00390986255001 71.131225215400022 -0.095204999999999998 42.198888176300009 0.093735000000000027 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=6 2 -2 -4 -5 -6 7 20 -9 11 -11 12 13 14 -8 17 -17 -14 -15 -13 21 22 23 25 -22 -1 28 -28 -26 -30
right_child=1 -3 3 4 5 -7 9 8 -10 10 -12 19 15 18 -16 16 -18 -19 -20 -21 24 -23 -24 -25 26 -27 27 -29 29 -31
leaf_value=-0.086000784408572256 -0.024397535389897182 0.00016712111713755178 0.1003976878067504 -0.1007236291454454 0.0010083483970419627 0.099513112469292467 -0.014172179273790469 0.00036565991896176026 0.016589758273900947 -0.0005202386170531755 -0.023021521391481281 0.011384901440783931 -0.0020174370113790348 -0.036119316531175179 -0.10199740317051496 0.0029471291397690064 -0.018980835465625318 0.012252252445968554 0.024291373694642588 0.00026950485653640934 -0.0077616142363622735 0.0016551934704268443 0.10056226201013688 -0.054863604377300867 0.0021199311703697268 0.019203553233318051 -0.00096445008668337949 -0.012799785126421763 -0.00055140817827226249 -0.041144860494535855
leaf_weight=0.0049472738668937801 0.14789214975508258 20.255363158178035 0.10904159405617975 0.027093992150611257 0.022395828102844462 0.024229106566053815 0.05952909966981712 0.61816484361361179 0.67350213767122113 1.9227484376513833 0.63404799100499065 1.2258490177580372 1.6466041297857432 0.047637429371462758 0.073890500527340919 0.56366697073099226 0.7254655671889747 0.61056585656870677 0.045577533752816812 1.0590426911548432 1.6071467950969225 3.169938298863209 0.048380698077380657 0.031341124707694235 7.1283923333252508 0.060162618168023235 2.1390604137173823 0.61405182313056617 1.2392627255421751 0.11924556299883926
leaf_count=105 29 1323 24 24 35 13 25 21 50 56 32 30 95 15 19 10 64 91 31 35 17 301 3 34 973 171 68 59 92 189
internal_value=-4.77934e-06 0.000506611 0.0213034 0.0582851 -0.00400587 0.0521973 -0.000408623 0.000438134 0.00882524 -0.00212419 -0.00610023 -0.000446044 -0.00449084 -0.0396841 -0.0628116 -0.00224173 -0.00939294 0.00184252 -0.00658146 0.00623294 -0.000232167 0.00275208 0.0267597 -0.0102603 -0.00100215 0.0112098 -3.5652e-05 -0.00360419 0.00112197 -0.00411457
internal_weight=46.6542 20.586 0.330653 0.182761 0.0737189 0.0466249 26.0682 17.4536 1.29167 8.61463 2.5568 6.05783 3.77294 0.226635 0.13342 3.5463 1.28913 2.25717 0.093215 2.28489 16.1619 3.31477 0.144832 0.096451 12.8472 0.0651099 11.24 2.75311 8.4869 1.35851
internal_count=4034 1448 125 96 72 48 2586 2083 71 503 88 415 350 90 44 260 74 186 46 65 2012 614 313 310 1398 276 1381 127 1254 281
is_linear=0
shrinkage=0.1


Tree=543
num_leaves=31
num_cat=0
split_feature=0 1 3 3 4 3 4 0 0 0 3 1 3 3 3 0 4 2 4 3 0 2 2 3 3 2 1 0 0 2
split_gain=0.000827346 0.00378451 0.0436067 0.0221831 0.0154441 0.00525248 0.00433405 0.0143102 0.00508557 0.016996 0.020497 0.00869869 0.0183885 0.00627699 0.00569044 0.0060956 0.0055778 0.00488183 0.0113968 0.0258527 0.0671083 0.00717123 0.0183418 0.0204608 0.0338931 0.00436183 0.00377993 0.0210608 0.0241439 0.0109581
threshold=87.170566421650008 62.132955852800002 0.08674500000000003 0.093325000000000033 42.141702038450013 0.08092000000000002 39.664548207900005 85.812895065800021 85.764502819450016 85.705356740550016 0.10184000000000003 61.950140699950005 0.090735000000000024 0.11243000000000002 0.09062000000000002 79.532656873050016 42.753078181500008 -0.117885 41.50623664750001 0.086030000000000009 86.054856297550018 -0.041369999999999997 -0.088224999999999984 0.41991500000000009 -0.24663499999999999 -0.074999999999999997 66.590419433100024 92.313586825200005 90.111739616350022 0.15844000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 5 -4 -5 -3 7 -1 9 10 11 12 14 -12 15 -8 17 -10 21 -20 -21 22 -19 24 -24 -13 -2 28 -28 -30
right_child=26 2 3 4 -6 -7 8 -9 16 -11 13 25 -14 -15 -16 -17 -18 18 19 20 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0012266312455634918 0.0025644366146399446 -0.0061292487417429452 -0.097981448197546589 0.0049339601425006981 -0.07962457158598775 0.0075419895306755693 0.0050824216405262286 0.016494089572910844 0.0014464646789582394 0.044814022116795915 0.091085414133318332 -0.0047002518868681613 -0.10061449446568999 0.027965233994369367 0.10016182414029279 -0.10011678727749113 0.0031507484945257807 0.00022873223962896979 0.0059617832223603298 -0.0018683221478188441 -0.059941452811870855 0.0020024273029818121 0.00073626352676335475 0.00021174542812901835 -0.031517344342268785 0.0078087431864176937 0.048484931110882465 -8.3035502605872513e-06 -0.07303312192323054 -0.0042892439637019584
leaf_weight=1.5048928217252382 6.0687029328473754 0.51645584550061208 0.067199816284665981 0.06478506866201883 0.032402996744451684 0.61648457485443942 0.039918807432232195 0.65363639636780124 3.6763444460229957 0.10090200274134975 0.02972763578713955 0.56452411554289483 0.026573443342449821 0.033519119363191408 0.0052776281875708255 0.0063896078927569979 2.7366544475516994 4.559357237070798 0.54949709295760907 0.58424469291276182 0.30176548194140196 3.6515699395786205 0.54262527101673075 1.00140780210495 0.8153612066525977 0.55067116449026776 0.026877608185858715 17.156193153593222 0.093709169964217409 0.030812805208313421
leaf_count=218 307 57 35 33 26 98 248 26 28 22 14 128 28 27 2 49 75 23 61 23 35 38 10 4 47 21 40 2208 73 30
internal_value=-3.03739e-06 -0.000425661 -0.00567376 -0.0538042 -0.0232583 0.0013099 -0.000115264 0.00413948 -0.000579657 0.00532722 0.00215652 -0.000783703 -0.0330335 0.0576334 0.00177944 -0.0094329 -0.00101501 -0.00174196 -0.0027183 -0.0110789 -0.0216474 -0.00158288 -0.00347513 -0.0106326 -0.0186294 0.00147655 0.000416981 -0.000335999 -0.0374696 -0.0560225
internal_weight=46.6085 23.2322 1.29733 0.164388 0.0971881 1.13294 21.9349 2.15853 19.7763 1.3575 1.2566 1.19335 0.0781595 0.0632468 0.051586 0.0463084 18.4188 15.6822 12.0058 1.43551 0.88601 10.5703 6.91875 2.35939 1.35799 1.1152 23.3763 17.3076 0.1514 0.124522
internal_count=4034 1376 249 94 59 155 1127 244 883 539 517 476 327 41 299 297 344 269 241 119 58 122 84 61 57 149 2658 2351 143 103
is_linear=0
shrinkage=0.1


Tree=544
num_leaves=31
num_cat=0
split_feature=4 4 4 3 0 0 1 0 2 3 2 2 4 2 1 4 4 4 3 2 4 0 1 4 4 3 0 2 3 0
split_gain=0.000865467 0.00332541 0.00307277 0.0257298 0.0230172 0.00218713 0.0140269 0.0202914 0.0094976 0.00649459 0.0140377 0.00307441 0.00407468 0.00231633 0.0294731 0.0173145 0.0256496 0.0141618 0.00889321 0.00385604 0.00617511 0.0014924 0.0129047 0.0339294 0.007348 0.0267756 0.0179912 0.00614742 0.0340483 0.00420747
threshold=43.084235337800003 43.182896969600009 42.865207177650007 0.086355000000000029 87.009258933850006 86.692020874450009 62.009286778800011 86.103248543850015 -0.095854999999999996 0.096515000000000031 -0.102645 -0.14910499999999999 47.927946529500012 -0.083064999999999986 66.590419433100024 43.384297312450009 43.680097826700013 47.709122305950011 0.089505000000000015 -0.18231499999999998 49.122847560300009 87.170566421650008 62.116825104000007 41.50623664750001 41.975471476700008 0.090735000000000024 86.20003303655001 -0.097294999999999993 0.087555000000000022 85.683849075550015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 21 4 -4 6 -3 8 9 10 11 12 -8 14 -7 -16 -17 -18 19 -19 -21 24 23 -23 -1 27 29 -26 -29 -27
right_child=1 5 3 -5 -6 13 7 -9 -10 -11 -12 -13 -14 -15 15 16 17 18 -20 20 -22 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=-4.9553019434739061e-05 -0.0085830277480980505 -0.00030285723979978432 0.097658046826824385 -0.0015690758093082164 0.0066127296946828775 0.064517328835199964 -0.061581736678468724 -0.10166636343776701 -0.10018968595799285 0.1001407574417837 -0.10037051579358319 0.091920554320084225 0.10004281527506556 3.8286194679451033e-05 -0.087243578362979537 0.079540865379293016 -0.096152416578190458 -0.10038920595684363 0.061117283473151034 0.099893282756173582 -0.10007432523292287 0.065392668390561362 0.00038893112219924282 -0.015565082057390137 0.0061103269250043137 -0.047765040487330018 -0.019839941862658677 0.0011336258461198676 -0.060627071362768438 -0.10040376142285341
leaf_weight=19.455015727842088 0.55041309203207678 0.56563321300539859 0.054006108142927611 0.59460307584249961 0.057153275401148562 0.066077582603612336 0.00392824133587055 0.035221924874349497 0.0074618938252219982 0.0084889782592654228 0.0090750854428733874 0.0094304564263438823 0.0025871415855363011 3.5607121408768427 0.02841491623758241 0.02863140463299807 0.023337621603587211 0.0071983222863431368 0.015218799851936637 0.0033299887881304696 0.0028797652080012198 0.10500595558551395 19.811951637118337 0.1021057975012809 0.53648749673083518 0.022742209178232886 0.13334765515173785 0.5963537620399596 0.10497596734415993 0.045695365744904848
leaf_count=704 73 188 26 57 29 21 59 10 38 2 10 6 2 254 18 19 231 25 13 13 197 27 1751 24 15 21 18 115 30 38
internal_value=-4.02731e-06 -0.00125713 0.00014435 0.00668652 0.0508465 -0.000336027 -0.00572865 -0.0460077 0.00183997 0.0245597 -0.00108314 0.0554232 0.00259647 0.00059045 0.0118196 -0.0201234 0.00354049 -0.0383342 0.0088012 -0.05058 0.00715857 3.14969e-05 0.000648523 0.0254806 -0.000559673 -0.00745352 -0.0412314 -0.00194716 -0.0081108 -0.0829116
internal_weight=46.5475 4.92804 41.6194 0.705762 0.111159 4.37763 0.641827 0.0761937 0.0409718 0.0335099 0.0250209 0.0159458 0.00651538 3.7358 0.175088 0.109011 0.0805959 0.0519645 0.0286269 0.0134081 0.00620975 40.9137 20.0191 0.207112 20.8946 1.4396 0.201785 1.23782 0.70133 0.0684376
internal_count=4034 1179 2855 112 55 1106 315 127 117 79 77 67 61 791 537 516 498 479 248 235 210 2743 1802 51 941 237 77 160 145 59
is_linear=0
shrinkage=0.1


Tree=545
num_leaves=31
num_cat=0
split_feature=0 2 3 3 0 3 3 3 3 0 0 2 0 2 0 3 2 1 4 3 4 2 4 3 3 3 2 1 0 2
split_gain=0.000829492 0.00553777 0.00268947 0.00434706 0.00181198 0.00103069 0.0169515 0.0030134 0.0066111 0.000780981 0.00940988 0.00601449 0.0115678 0.00673167 0.00393688 0.00260277 0.00503842 0.00373453 0.00240676 0.0200233 0.00693661 0.00206225 0.00298402 0.00186862 0.00499746 0.00366709 0.00420126 0.00186562 0.00155767 0.00829997
threshold=102.89804648475001 -0.078504999999999991 0.086355000000000029 0.086230000000000015 102.31465107045001 0.087125000000000022 0.090735000000000024 0.089835000000000012 0.088075000000000028 85.764502819450016 85.732241321850012 -0.093879999999999991 83.941728207000011 -0.13125999999999996 71.131225215400022 0.10507500000000002 -0.10423499999999999 55.782817748650011 40.413896136950008 0.092075000000000032 41.436838994450007 -0.11963999999999998 39.458743938000005 -0.52484999999999993 -0.25095999999999996 -0.14860999999999999 -0.23375499999999999 61.853356207250009 85.963448721100022 -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=4 2 3 -2 9 -3 7 8 -7 10 11 12 14 -14 -1 16 17 -16 27 -20 -21 22 -19 -24 -25 -26 -27 -13 29 -11
right_child=1 5 -4 -5 -6 6 -8 -9 -10 28 -12 18 13 -15 15 -17 -18 21 19 20 -22 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=-0.083841622510723607 -0.10007507565491798 -0.0033809511330494904 -0.10015696934067662 0.09968210794791077 0.0056519213738767619 -0.10016019055415248 -0.10039044597594873 0.097315635415610627 0.08997843642331993 0.0020313140432247976 0.036158803839373137 0.0016900615640141983 0.003295669561856221 -0.086162327824988685 -0.10014998841416321 0.053030943300280367 -0.10021805261444022 -0.065744504699692757 0.0013384204578564039 0.086789248441126177 0.028137761062048496 0.10003465287640166 0.062607503747270712 -0.060210366642448179 0.082396333841043973 0.05659630661821527 -0.10022151306983157 -0.0055577363020994676 8.0205974380855998e-05 -0.0062828434118068488
leaf_weight=0.004659821836138194 0.0022656843056755313 0.49315535901424024 0.0087365558758382145 0.0020983686826809844 0.56856110059598464 0.0029478759485073161 0.0087163846729905181 0.01233262649657263 0.0048164618526325143 2.5870045424890122 0.076547464210307115 0.91351561106401902 0.011432422338245374 0.031835651486971983 0.0027888686891804895 0.012070568915149238 0.0044542456960238444 0.0042407769187795532 1.106450074266822 0.03414467428365231 0.049249496567334461 0.0029489433509292109 0.0088479273018725255 0.007247746885980697 0.0089201951823275269 0.0037560834674655536 0.0031337155970711222 0.58104049435860361 37.710806310572579 2.2406991241277856
leaf_count=105 372 194 194 4 47 7 104 11 74 40 15 46 32 46 9 16 8 112 249 9 44 4 11 17 10 74 73 32 2012 63
internal_value=-3.94274e-06 -0.00391855 -0.0681339 -0.00402578 4.16172e-05 -0.00230684 0.016077 0.0665909 0.0177888 -2.86338e-05 0.00156879 0.000620017 -0.022705 -0.0625255 0.00461365 0.0116705 0.000896684 0.0116499 0.00154399 0.00489985 0.0521519 0.0196251 0.0130651 0.0235401 0.00854883 0.04007 -0.0147298 -0.00112767 -0.000136307 -0.00182757
internal_weight=46.5094 0.535069 0.0131006 0.00436405 45.9744 0.521969 0.0288133 0.020097 0.00776434 45.4058 2.86728 2.79074 0.106337 0.0432681 0.0630689 0.0584091 0.0463385 0.0418843 2.6844 1.18984 0.0833942 0.0390954 0.0361464 0.0319057 0.0230577 0.01581 0.0068898 1.49456 42.5385 4.8277
internal_count=4034 960 570 376 3074 390 196 92 81 3027 912 897 517 78 439 334 318 310 380 302 53 301 297 185 174 157 147 78 2115 103
is_linear=0
shrinkage=0.1


Tree=546
num_leaves=31
num_cat=0
split_feature=4 4 0 0 0 3 3 2 2 4 4 4 0 1 0 2 1 2 2 2 2 1 0 3 1 0 4 4 4 4
split_gain=0.000790978 0.00350285 0.00653272 0.00584898 0.013883 0.0115329 0.00816313 0.00676107 0.00274872 0.0025839 0.00164998 0.00480081 0.0023356 0.0045248 0.0121962 0.0222196 0.0379069 0.0258295 0.0627893 0.0558699 0.0470699 0.00541208 0.00439337 0.00285595 0.00246853 0.00212889 0.0051719 0.018587 0.00883299 0.0180272
threshold=37.038444968100009 36.79544512155001 90.297243227400017 89.813320763900023 89.582113364650013 0.12201500000000003 0.09914000000000002 -0.10423499999999999 -0.122095 35.419594101850009 40.003678352300007 40.098777110850008 85.812895065800021 71.104340634100012 86.756543869550015 -0.12546499999999997 66.590419433100024 -0.061874999999999999 0.0023400000000000005 -0.097799999999999984 0.19040000000000004 65.687097501250022 86.20003303655001 0.09450500000000002 61.853356207250009 85.812895065800021 41.942745071500006 42.434124620650003 42.719328117250008 43.426640904350009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 8 -1 -5 12 -12 24 14 22 -16 21 19 -19 -18 -20 -17 -14 -15 -2 26 -13 -28 -29 -30
right_child=10 2 -4 9 -6 -7 -8 -9 -10 -11 11 25 13 23 15 16 17 18 20 -21 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.036266946274575017 0.0009731664394677348 -0.046428981656256633 0.0050819064652650866 0.00018908210267912028 0.10014336126478252 -0.084509742738914317 0.059638707407040061 -0.090355207343312732 0.10002322435323639 -0.0075300983618127445 -0.009285375248018311 0.0031329824103132013 0.0064389536691900721 0.0011095343472372911 -0.039981056094324174 0.047679383932627169 0.034432320374378766 0.10019796453452381 -0.10128331353559324 -0.10060531259494326 0.049790894065027833 0.084514148075442302 -0.0025562007210533067 -0.0062934588895730594 -0.0072838573625231724 -0.00032757934742255968 -0.10056240090545039 0.030465466241536905 -0.10019925342448968 0.006800452484182447
leaf_weight=0.0024371044680944346 0.91976181567825743 0.048436136710947042 0.05007293347036601 1.597412140924702 0.01909589086426422 0.012221442011650652 0.02626080094705685 0.0086362944676357939 0.0037672495818696916 0.59522905281863248 0.57429438040523351 3.2855981072595637 1.1285577233647934 4.2150444217334346 0.055643816805059365 0.080417447898070815 0.064781954686623067 0.072050530347041453 0.042260760863428004 0.05813207951868582 0.040280848526890622 0.079146893578581512 1.0464451518637359 0.5946334544017241 0.5971321453038172 31.127111781289393 0.022069565581958162 0.052385842479978351 0.021670954991844127 0.05758906064605096
leaf_count=128 66 20 25 247 8 4 25 30 6 134 48 199 29 256 28 31 13 19 22 29 24 11 16 106 22 2007 55 41 119 266
internal_value=-3.48433e-06 -0.00178574 -0.0202456 -0.000982907 0.0269785 0.0007768 0.0261366 -0.033146 0.0464877 -0.00190642 9.1961e-05 -0.000217372 0.00130053 0.00202633 0.00532936 0.0195355 0.0271126 0.00478124 0.031985 -0.0294336 -0.0275581 0.0659501 0.00211117 0.000194282 -0.00227725 -6.67141e-05 0.00229422 -0.015634 -0.00139634 -0.022455
internal_weight=46.4986 2.36357 0.0985091 2.26506 0.0724188 0.0533229 0.0411014 0.0148406 0.00620435 2.19264 44.135 35.1407 8.99429 7.4774 2.66772 0.492714 0.437071 0.277506 0.154592 0.122914 0.0825416 0.159564 2.175 4.80968 1.51689 34.5664 3.43931 0.153715 0.131646 0.07926
internal_count=4034 627 45 582 201 193 189 164 134 381 3407 2735 672 584 222 177 149 107 65 42 46 42 45 362 88 2687 680 481 426 385
is_linear=0
shrinkage=0.1


Tree=547
num_leaves=31
num_cat=0
split_feature=2 2 1 1 3 2 3 1 1 4 3 4 4 3 2 1 1 0 3 3 0 0 3 2 2 4 2 1 1 3
split_gain=0.000868643 0.00237942 0.0245086 0.0271737 0.00464975 0.00418572 0.00410428 0.0385399 0.028097 0.0268911 0.0238439 0.0212726 0.00257687 0.00460656 0.00279878 0.0151862 0.00655848 0.00246543 0.0166654 0.0150422 0.00516942 0.0183563 0.00201488 0.00183291 0.00180294 0.00602526 0.0017217 0.0093405 0.00390327 0.00170501
threshold=-0.032369999999999996 -0.0034049999999999996 62.00390986255001 61.93400995115001 0.12201500000000003 0.048475000000000011 0.11082500000000002 62.111448187750007 62.154463517850012 41.872294782850005 0.10721500000000002 40.206947806850003 39.458743938000005 0.099855000000000027 0.17076500000000003 81.320481529800006 70.776348742200014 86.643628628100018 0.11768500000000003 0.09091500000000001 93.399723909900004 94.114853772600014 0.096515000000000031 -0.033799999999999997 0.066710000000000019 42.066503896600004 0.20167500000000002 77.543197856500015 67.300172379550006 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=23 2 3 -2 5 17 7 -4 -9 11 -11 -10 14 22 15 16 -7 -3 19 20 -19 -22 24 29 25 -14 -16 28 -28 -1
right_child=1 4 6 -5 -6 12 -8 8 9 10 -12 -13 13 -15 26 -17 -18 18 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00018551886348598646 0.0016996274577538275 -0.0021473867064032326 -0.088591599662483644 0.079606941958067945 0.0087376424270870241 0.015569941157469708 -0.00085627584496776469 0.097800463045121563 0.00054666775215001342 -0.10091309178696053 0.075762618441163054 0.077961437081234763 -0.0011941891224195621 -0.009242043836643123 -0.003044709911404278 0.00094032956068635862 0.058705444391322165 -0.037350680878757057 -0.0026165045122332402 -0.10134778731122546 0.10017094345205842 -0.10016352213894862 0.0061490960084649099 -0.0060794448426327906 -0.0014370353779272608 0.01077859015681858 0.056823036919469064 -0.00037809846432648541 0.013289060928172454 -0.0016107900696687356
leaf_weight=25.479976532821059 0.093335552748912476 1.0307994803161622 0.033283215740994243 0.086042931055999361 0.58389996632223606 0.067644359142376209 2.0275329562518891 0.044647436821833253 0.09442597725404589 0.033000639016343314 0.0099394962890073657 0.056875326955378114 1.4928629982938164 0.54873014282593313 0.57397953343206587 0.50334802829179504 0.073598183373178472 0.048211778033873887 0.49134963750839233 0.034012262991464315 0.01199658343102783 0.0073920369796613974 0.53926581289852027 0.53671056891206959 4.113162048641299 0.58505029270106579 0.042779018058368479 0.51532464297789637 0.039716490467981203 6.6665284468788384
leaf_count=2504 28 66 30 19 39 20 14 7 37 84 3 37 35 44 24 44 25 21 2 39 3 76 12 12 270 69 31 84 25 330
internal_value=-2.99102e-06 0.000662832 0.00346846 0.0390696 4.74814e-05 -0.000425891 0.000691544 0.012222 0.0262678 0.00982565 -0.0600174 0.0296475 0.000409043 -0.000431771 0.00377855 0.0090711 0.0380468 -0.00510275 -0.0102403 -0.0471055 -0.0198142 0.0237921 0.000286537 -0.000283762 -0.000224113 0.00217683 0.000867199 0.0046231 0.0358641 -0.000186999
internal_weight=46.4654 13.7822 2.47908 0.179378 11.3031 10.7192 2.29971 0.272172 0.238889 0.194241 0.0429401 0.151301 9.09546 7.27907 1.81639 0.644591 0.141243 1.62376 0.592962 0.101613 0.0676004 0.0193886 6.73034 32.6832 6.19108 2.07791 1.1718 0.59782 0.0824955 32.1465
internal_count=4034 1188 259 47 929 890 212 198 168 161 87 74 683 430 253 89 45 207 141 139 100 79 386 2846 374 104 164 140 56 2834
is_linear=0
shrinkage=0.1


Tree=548
num_leaves=31
num_cat=0
split_feature=4 4 4 1 3 0 2 0 1 0 3 4 4 1 4 3 0 0 1 0 1 0 0 4 1 0 0 3 4 0
split_gain=0.000973241 0.00334855 0.0203679 0.015609 0.0294384 0.0242853 0.0167071 0.0120009 0.0165204 0.00248289 0.00151819 0.00145766 0.00974581 0.0275093 0.0378946 0.00318051 0.00454192 0.00977484 0.0145287 0.0126072 0.00275743 0.00242133 0.0220896 0.0224173 0.00219916 0.00218285 0.0108636 0.014007 0.0317848 0.0223641
threshold=37.038444968100009 36.010074051050005 36.957836847500012 65.536543845950021 0.09062000000000002 93.399723909900004 -0.031449999999999999 91.066142252700018 70.171445662850019 90.111739616350022 0.11768500000000003 39.664548207900005 39.337369931850013 62.00390986255001 39.522095559600011 0.091375000000000026 97.225399829550014 86.692020874450009 71.104340634100012 93.692765846100016 80.468240302450013 96.741477366050006 86.256490657300006 37.828051409500013 75.077881750900005 85.764502819450016 85.705356740550016 0.10184000000000003 41.243661560350013 85.667718326750006
decision_type=2 2 2 2 2 2 2 2 2 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 9 5 -5 -7 -6 -9 -3 -1 12 15 -14 -15 21 17 -17 19 -19 -18 22 -2 -24 -23 26 27 28 -13 -29
right_child=11 2 -4 4 7 6 -8 8 -10 -11 -12 25 13 14 -16 16 20 18 -20 -21 -22 24 23 -25 -26 -27 -28 29 -30 -31
leaf_value=0.00054399261684994643 0.0019541086458579426 -0.040386041512256887 -0.10132474264442193 -0.10088401513701306 0.10022096653739926 -0.076359705057879354 0.076122275409764809 0.10017968819261464 -0.068781274830847325 -0.10165836717548352 -0.0056505427042500998 -0.097020904062079028 0.060095988630017728 0.032779686186664971 -0.083935387069163148 0.00064201560978150969 -0.0073455961551737161 0.01678710525802013 0.0063101737488694999 0.068313027491363018 0.0026770472152593491 0.0027428340028707978 0.0040858562013681519 -0.078165578492422089 -0.0050332173883575766 -0.00026367021775077469 0.035128991087624149 -0.026266524940139459 0.0017069622445844903 0.10046467638673096
leaf_weight=1.6652853834165235 0.53710807958492335 0.013170873507391545 0.023782949817309884 0.029207814390986186 0.035923306131735444 0.010809768283871923 0.021432469180126645 0.010620470158755779 0.012715304650177561 0.013283451902680099 0.51894144296183231 0.033560133739713893 0.10260885457682878 0.074953930373624189 0.044234887905417963 1.4626527472013329 0.56803276890050802 0.11473369679879386 0.53969848548717891 0.081018018430384586 0.53119714726072953 1.032397096569184 0.057619045454771367 0.077981386559258681 0.56150464434930425 36.958941684688881 0.1024949602469859 0.023351095889495244 1.1508812648116489 0.034493956714868546
leaf_count=414 53 39 15 9 6 45 11 2 49 3 34 99 13 40 40 35 48 29 22 27 45 8 33 43 124 2192 28 46 478 4
internal_value=-2.00179e-06 -0.00198261 -0.0154609 -0.00158455 0.0136618 -0.0348339 0.0250001 0.0639505 0.00811546 -0.0711526 -0.000927741 0.000103798 0.00158325 0.0221394 -0.0105371 0.000763814 0.00274609 0.00537066 0.0147749 0.0381127 -0.00250221 -0.00211988 -0.0071509 -0.0432155 3.46252e-06 -0.000119672 0.00383787 0.00125619 -0.00109041 0.0493054
internal_weight=46.4446 2.35517 0.170946 0.147163 0.120709 0.0614501 0.0322422 0.0592591 0.0233358 0.0264543 2.18423 44.0895 5.78574 0.221798 0.119189 5.56394 3.29733 2.1981 0.73545 0.195752 1.09923 2.26661 0.672709 0.1356 1.5939 38.3037 1.34478 1.24229 1.18444 0.0578451
internal_count=4034 627 179 164 122 65 56 57 51 42 448 3407 560 93 80 467 206 113 78 56 93 261 129 76 132 2847 655 627 577 50
is_linear=0
shrinkage=0.1


Tree=549
num_leaves=31
num_cat=0
split_feature=4 4 4 1 3 0 2 1 1 1 0 0 2 0 3 1 0 3 1 4 4 4 2 0 0 3 0 4 4 0
split_gain=0.000795499 0.00301111 0.0184803 0.0135393 0.0262888 0.0220111 0.0150655 0.0116217 0.0140941 0.00524042 0.00260328 0.0018958 0.00140515 0.00612102 0.0141392 0.0054259 0.00459155 0.00398306 0.00392382 0.00127911 0.00461725 0.00271714 0.00298946 0.00235136 0.00487882 0.00330914 0.00198185 0.00176176 0.00913934 0.026431
threshold=37.038444968100009 36.010074051050005 36.957836847500012 65.536543845950021 0.09062000000000002 93.399723909900004 -0.012794999999999999 67.192634054300015 70.171445662850019 70.171445662850019 90.111739616350022 96.682331287150021 -0.093879999999999991 99.239054969250006 0.094375000000000028 69.64719632740001 89.705782438650019 0.087475000000000011 61.049507226200006 38.400997490450003 38.748048509250005 39.184300550350009 0.022350000000000005 91.066142252700018 84.390700714750025 0.09180000000000002 97.521130223850008 39.337369931850013 39.664548207900005 85.963448721100022
decision_type=2 2 2 2 2 2 2 2 2 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 10 5 -5 9 -6 -9 -7 -3 -10 13 14 15 16 18 -14 -1 23 -21 22 -22 24 -2 -25 -27 -23 29 -29
right_child=19 2 -4 4 7 6 -8 8 11 -11 -12 -13 17 -15 -16 -17 -18 -19 -20 20 21 27 -24 25 -26 26 -28 28 -30 -31
leaf_value=0.079844001361631695 1.8660727891257133e-05 -0.036929581209473671 -0.10119770168471753 -0.10079973866659997 0.10020254632182135 0.023905412235212826 0.089635366407320755 0.10015029518498759 -0.10049753412054162 -0.10029547324250448 -0.10149877562910817 -0.021061867245572158 0.0013214669759430808 -0.00023700536760884591 0.063978322744915592 -0.10050079587558283 0.077558529191742637 -0.0090668896456006509 -0.10015740371315277 -0.008786445888114126 0.0092926581545760122 -0.0057349133102190105 -0.00076752223952546508 -0.0067003831523928499 0.011506109110626446 0.0066645051457714412 -0.0017176283299246528 -0.043219413678635951 -0.00010759017269689855 0.039876474497963388
leaf_weight=0.0016614159216655905 0.87367470142202275 0.012974194831002595 0.02154534330190927 0.02644929545310859 0.033120142645202577 0.0056108563439920553 0.016256413247901946 0.0090024536475539207 0.0067119460857441027 0.0086105069415509661 0.012037301552481949 0.005439072335938544 1.0483061526306876 0.50409067348769943 0.044104641008743783 0.0081717504323250978 0.0050296801796321233 0.56963743632954944 0.0044674381373058653 0.5971604993870433 0.65724074699281121 0.54173562173477208 0.53649206184405784 0.57625983554847371 0.64094604371348396 0.58344041319142526 0.54608782692101521 0.049854556342323941 38.300979907736206 0.16485284308116377
leaf_count=64 39 39 15 9 6 3 9 2 13 44 3 36 93 91 31 8 5 114 42 62 82 30 27 112 40 31 44 14 2847 79
internal_value=-1.96214e-06 -0.00179737 -0.0151398 -0.00152755 0.0134247 -0.0340505 0.0238759 0.063221 0.00531862 -0.0512936 -0.0680048 -0.0649403 -0.000834253 0.00344707 0.0327229 -0.0385905 0.00674835 -0.00233601 -0.0513624 9.35034e-05 -5.7768e-05 7.17295e-05 0.00477137 0.00201226 0.00487983 -0.000533944 0.00261203 -7.19082e-05 7.74377e-06 0.0205818
internal_weight=46.412 2.34323 0.157758 0.136212 0.111201 0.0569271 0.0304778 0.0542736 0.0211535 0.0142214 0.0250115 0.012151 2.18547 0.567526 0.0634349 0.0193303 0.0111585 1.61794 0.00612885 44.0687 40.8483 40.2512 1.19373 3.22041 1.51462 1.70579 1.12953 39.0574 38.5157 0.214707
internal_count=4034 627 179 164 122 65 56 57 51 47 42 49 448 241 150 119 111 207 106 3407 3141 3079 109 266 79 187 75 2970 2940 93
is_linear=0
shrinkage=0.1


Tree=550
num_leaves=31
num_cat=0
split_feature=2 2 4 4 3 2 3 2 3 2 3 0 0 1 0 0 3 3 1 0 0 0 0 2 2 2 1 1 2 2
split_gain=0.000773482 0.0020438 0.0211735 0.0410434 0.0227272 0.0101235 0.00505377 0.00319063 0.00214937 0.00412596 0.0383542 0.00732051 0.00977784 0.0030303 0.00213851 0.00197314 0.0142245 0.0147137 0.00507482 0.0141684 0.0166806 0.00153266 0.00196275 0.00144922 0.00172278 0.00208753 0.00169712 0.0076956 0.00361668 0.0101912
threshold=-0.032369999999999996 -0.0034049999999999996 41.872294782850005 40.280372415600006 0.089920000000000014 -0.026144999999999998 0.12201500000000003 0.048475000000000011 0.10469000000000002 0.061925000000000015 0.093580000000000024 94.940210418650011 90.407470010750018 62.057679025150001 97.752337623100019 86.643628628100018 0.11768500000000003 0.09091500000000001 65.687097501250022 93.399723909900004 94.114853772600014 96.682331287150021 96.741477366050006 -0.033799999999999997 -0.037054999999999998 -0.039434999999999998 74.739136026450012 72.187789260650007 -0.053159999999999992 -0.06483499999999999
decision_type=2 2 2 2 2 2 2 2 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 -5 7 15 9 10 11 12 -9 -11 -13 -3 17 18 -17 -20 -21 -15 -23 24 25 26 27 28 29 -1
right_child=1 6 -4 5 -6 -7 -8 8 -10 13 -12 14 -14 21 -16 16 -18 -19 19 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00031369816757483558 -0.042949238136508028 -0.0018915530690722785 -0.00056019299177411384 0.03739701937309977 0.024142371921172578 0.091869416878350194 0.0091101589996802051 -0.10073328038430225 -0.0054828622650730796 0.0068978380801700189 -0.0020425567966504544 0.10046313479632236 0.057883309593035281 -0.0031670929241638199 0.066153367811834327 0.015331801487649808 -0.0023127438346196108 -0.1012149025123384 -0.10098665133993126 0.10015436941785501 -0.10014896403889575 0.0060605944465277157 -0.00029510232102311748 -0.0054096737091029537 0.0052400083024385239 -0.0061812080116043985 0.0014303889544672714 -0.011786488885565346 -0.0047963602831562055 0.011303394447228535
leaf_weight=22.47121727096776 0.081920918086896832 1.0324452035773943 2.1019196348493132 0.060260560938331764 0.13159877939357933 0.07864166899889824 0.58492388598170997 0.0054108228720902698 0.60150988815994644 0.6043507669038205 0.50959398359051322 0.034898243844509125 0.013794276630505919 1.6351707729626994 0.037891660475096955 0.027395669778343179 0.49234302341938019 0.03092990551820618 0.019172078398696613 0.010836461966391653 0.0067455547604486901 0.5370240220800041 5.1031382678477257 0.53884170950318022 0.57586763917060935 0.5881248846546886 5.4738357670916491 0.59119039387352401 1.6297764276234605 0.78140776064901629
leaf_count=1556 31 66 139 12 22 55 39 68 60 61 10 3 3 167 51 11 2 39 10 3 76 8 252 12 15 14 1022 92 44 91
internal_value=-1.70333e-06 0.00062769 0.00324303 0.0259263 -0.00159861 0.0682374 5.90164e-05 -0.000435649 0.000293511 0.000703184 0.00868563 0.068113 0.0131949 9.3749e-05 0.0826028 -0.00452413 -0.00915111 -0.0445617 -0.0172462 -0.0415291 0.0233056 -0.000471456 0.000310051 -0.000266604 -0.000180301 -0.000279281 -0.000167121 -0.000510398 -0.000242485 7.66959e-05
internal_weight=46.3922 13.7419 2.45434 0.352422 0.21352 0.138902 11.2876 10.7027 9.08278 8.48127 0.601589 0.091995 0.0192051 7.87968 0.0727899 1.61987 0.587423 0.0950797 0.0641498 0.0367541 0.017582 7.27533 5.64016 32.6503 32.1114 31.5356 30.9474 25.4736 24.8824 23.2526
internal_count=4034 1188 259 120 53 67 929 890 683 623 135 125 71 488 54 207 141 139 100 89 79 427 260 2846 2834 2819 2805 1783 1691 1647
is_linear=0
shrinkage=0.1


Tree=551
num_leaves=31
num_cat=0
split_feature=3 3 3 4 2 3 0 1 3 3 1 0 0 1 1 2 2 1 4 2 1 1 0 3 0 2 4 3 3 2
split_gain=0.000726831 0.00409937 0.0117691 0.00760335 0.0114436 0.0031147 0.0187062 0.0322174 0.00434759 0.00481263 0.0033545 0.00372838 0.0163104 0.0178169 0.0126674 0.00434274 0.00384549 0.0058929 0.00324296 0.0213448 0.0287429 0.0171515 0.0151685 0.00884135 0.020121 0.0854994 0.0380008 0.0368293 0.00683048 0.0216796
threshold=0.10249000000000003 0.10661000000000002 0.10507500000000002 41.827117825850003 -0.053159999999999992 0.096515000000000031 86.756543869550015 61.93400995115001 0.094725000000000018 0.09450500000000002 61.950140699950005 85.995710218650018 85.877418060900013 61.923256118600001 61.622148808000013 0.13006000000000004 -0.018034999999999999 58.167480110400007 42.488347682450005 -0.101395 62.095317438950012 62.181348099150007 94.300357383600002 0.084565000000000015 86.382848189450016 -0.020814999999999997 43.384297312450009 0.088555000000000023 0.087125000000000022 -0.15076499999999998
decision_type=2 2 2 2 2 2 2 2 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 -7 9 10 11 12 13 14 15 16 17 -1 -12 20 -20 -22 28 -21 -25 26 -26 -28 29 -23
right_child=1 -3 -4 -5 -6 6 -8 -9 -10 -11 18 -13 -14 -15 -16 -17 -18 -19 19 23 21 22 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.002385110510783865 0.0025441758107704413 0.00036789565158180454 -0.016660266481068626 0.0091329959076296967 -0.014746604472080463 0.063929439405867455 0.0010735649840686494 -0.012742063581189473 -0.0083868314274390017 0.0092822844630385277 0.00072990310692967481 -0.002817948599871712 -0.10064473736555246 -0.10066732990520236 0.069582575528540122 -0.10012486083127024 0.058292886130531033 -0.086514057761085311 0.093298690302239085 0.00076517096359789757 -0.10218710986348781 -0.03273111968547987 -0.05035659836485587 -0.0010276980086290769 -0.093612169642179943 0.00011807710581941745 -0.074556467826892514 0.094791721107383431 -0.012220975763701583 0.099681760670544906
leaf_weight=0.037786932356343589 0.97858096944276385 8.8165528869085961 0.58348298351867045 0.58054426435592166 0.62866497752838923 0.12802972524809719 2.8138880910628501 0.095824768143302208 0.61559415390934091 0.560480156518948 23.164672643234088 2.0737620171985327 0.021149510124814697 0.016218929697130652 0.027563262504974095 0.0051391865905401337 0.0083997868781136159 0.0092895884446999449 0.053830562339497595 2.660720635147388 0.013293436473759357 0.018082537851974223 0.024094028781544513 1.5717913950538052 0.17940698464173377 0.57796841655435771 0.027782912413838012 0.023879871425378951 0.01840896371868439 0.039105234329326777
leaf_count=193 41 384 41 22 17 31 208 30 83 13 1498 38 9 34 34 21 128 73 20 280 3 133 405 55 56 67 77 9 14 17
internal_value=-6.7507e-07 -0.000686608 -0.00404142 -0.000675971 -0.00421901 0.00022782 0.0032869 0.0311089 -6.48778e-05 9.96735e-05 -6.86705e-05 -0.00383102 -0.0205648 -0.00434167 0.0133757 -0.0121828 -0.00403607 -0.0151573 0.000222965 -0.00203169 0.0331616 0.00450975 0.0187374 -0.00319617 -0.0076232 -0.0204369 -0.0718504 0.00372063 0.0407589 0.0578134
internal_weight=46.374 11.5878 2.77127 2.18779 1.60725 34.7862 3.03774 0.223854 31.7484 31.1328 30.5723 2.19931 0.125547 0.104398 0.0881788 0.0606155 0.0554763 0.0470765 28.373 5.20836 0.166815 0.112984 0.0996908 5.04155 2.38083 0.809038 0.23107 0.0516628 0.0755967 0.0571878
internal_count=4034 505 121 80 58 3529 269 61 3260 3177 3164 530 492 483 449 415 394 266 2634 1136 592 572 569 544 264 209 142 86 164 150
is_linear=0
shrinkage=0.1


Tree=552
num_leaves=31
num_cat=0
split_feature=2 4 3 3 3 2 1 0 1 1 2 2 4 0 0 3 4 2 0 1 0 0 0 3 3 1 0 3 3 4
split_gain=0.000849104 0.0023153 0.0145773 0.0364663 0.020302 0.0183403 0.0132373 0.0132011 0.0206525 0.0112188 0.00514021 0.00816225 0.0290084 0.0188716 0.0104492 0.00347447 0.00316855 0.00481162 0.0289561 0.0143198 0.00353198 0.00272497 0.0192241 0.00194213 0.00832895 0.0279428 0.014611 0.00297524 0.00191523 0.00794218
threshold=-0.037054999999999998 42.094663496250007 0.079605000000000023 0.078905000000000017 -0.067029999999999992 0.04932000000000001 70.077349628250019 93.399723909900004 63.530954080650012 69.238550691600025 -0.0034049999999999996 -0.032369999999999996 40.280372415600006 94.773526014550015 86.565663342300013 0.12201500000000003 38.400997490450003 0.15607500000000005 101.10215645365001 62.041548276350007 96.959242474650011 85.425757095000009 97.225399829550014 0.087555000000000022 0.099465000000000012 72.378669787950017 88.606203063300015 0.080770000000000022 0.098545000000000021 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=28 2 3 4 5 7 -7 8 -2 -6 11 -4 13 -13 -14 16 21 -18 19 -19 -21 -12 -23 27 25 26 -25 -3 -1 -30
right_child=1 23 10 -5 9 6 -8 -9 -10 -11 15 12 14 -15 -16 -17 17 18 -20 20 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.00011471875524062783 0.094674798870797425 -0.00091939236608354975 0.0023250034809117743 0.10022996006370644 0.0030863225775196014 0.018997292031053683 -0.10043394050223715 0.099029097659450005 -0.10021874939750081 -0.10095444525773752 -0.0010294001877004738 -0.027310120928383093 0.024752942599680996 0.035130906997568719 0.082902136494514944 0.0076146851944985218 -0.00051639807459689599 -0.006835710662631206 -0.00057143311189413587 -0.10063495471222328 -0.048025271257883126 0.044893881607347252 0.00037153846983685235 -0.10325551263520771 4.3960796129910937e-05 -0.0044085237481678854 -0.021155923795462429 0.0072670441446315561 -0.00055257022359627469 -0.011285291492440357
leaf_weight=24.681610020379271 0.011299087306127831 2.0119404988525038 1.0582273805048314 0.052105038277659332 0.018326329693079901 0.02503289431146527 0.014747732821875026 0.036976972902039051 0.010480602177281639 0.02385536040524272 0.54593338415757731 0.12436451793996539 0.054035535838920623 0.079244678854596629 0.072183962901362975 0.55955726542345008 5.6194846149968924 0.034260771901244769 0.54451184493449034 0.047996746784022548 0.017382633476245246 0.11886600647994783 0.52675939215699952 0.047307775079094116 2.0650362035652532 0.50921580725252902 0.040010042052017525 0.56964444478532605 6.0302092721781824 0.77848772283995504
leaf_count=2387 36 169 10 25 13 25 84 10 15 50 21 27 11 22 32 28 108 11 42 61 12 33 78 28 61 83 21 99 315 117
internal_value=-1.0125e-06 0.00062264 0.00154598 0.0287636 0.0023012 0.0271528 -0.025279 0.0626513 0.000890094 -0.0557527 0.000987832 0.00660611 0.0203417 -0.00300808 0.058008 1.48152e-05 -0.000555601 -0.00145478 -0.00964106 -0.0592046 -0.0866474 0.00417108 0.00856854 -0.0010672 -0.00296267 -0.0133708 -0.0656365 0.000887001 -0.000294889 -0.00177972
internal_weight=46.3291 14.8388 9.59563 0.192824 0.140719 0.0985373 0.0397806 0.0587567 0.0217797 0.0421817 9.40281 1.38806 0.329829 0.203609 0.126219 8.01475 7.4552 6.26364 0.644152 0.0996402 0.0653794 1.19156 0.645625 5.24315 2.66157 0.596534 0.0873178 2.58158 31.4903 6.8087
internal_count=4034 1215 754 258 233 170 109 61 51 63 496 102 92 49 43 394 366 234 126 84 73 132 111 461 193 132 49 268 2819 432
is_linear=0
shrinkage=0.1


Tree=553
num_leaves=31
num_cat=0
split_feature=4 4 0 2 2 3 3 3 2 3 2 2 0 3 2 1 3 3 1 2 0 1 0 1 1 0 2 4 2 1
split_gain=0.000936272 0.00266621 0.00584032 0.00268994 0.0111449 0.00571518 0.0181918 0.00864381 0.0105506 0.00369875 0.00105957 0.0131197 0.0531164 0.0378889 0.00584238 0.00243529 0.0186569 0.0422163 0.0164064 0.0138841 0.0106354 0.00706423 0.00383988 0.00371568 0.0138364 0.0320367 0.0312556 0.0214683 0.0345573 0.0134891
threshold=37.038444968100009 36.79544512155001 90.297243227400017 -0.093879999999999991 -0.11963999999999998 0.091275000000000023 0.13041500000000003 0.096995000000000012 -0.070909999999999987 0.096885000000000013 -0.06828999999999999 -0.055334999999999995 86.329079026800017 0.087555000000000022 -0.072524999999999992 75.271450736300025 0.088220000000000021 0.087245000000000031 78.468027453400012 -0.084794999999999995 97.878695155250014 82.457699319000014 96.959242474650011 62.391047833300007 67.074341896550024 90.297243227400017 -0.08854999999999999 39.458743938000005 -0.10051499999999999 63.530954080650012
decision_type=2 2 2 2 2 2 2 2 2 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 -5 7 -7 -9 -6 14 12 -12 -14 15 22 17 18 19 20 -17 -20 23 -2 25 26 29 28 -26 -25
right_child=10 2 -4 5 9 6 -8 8 -10 -11 11 -13 13 -15 -16 16 -18 -19 21 -21 -22 -23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=0.00024773855580967357 -0.00052611989383467199 -0.047751770617967502 0.0063839736373429842 0.00096430328117781097 0.018804861643854223 -0.10101584538549313 -0.0036484847360489718 -0.078691756267411539 0.0012809386006933884 0.073141715367179047 -0.023167442120832507 0.00034135681874691761 -0.020160707904958997 0.093124320395406635 -0.0099013147033058767 -0.10040325092298293 0.00046610901258393344 0.099540941533834734 -0.10064153868855386 0.071106087992755737 0.020895183278219966 0.033242635011118064 -0.00619792964494989 0.0037384201350241066 0.011402568898885827 0.064478401606214306 0.051577424425743951 0.0012385048887288827 -0.10066213692224318 -0.035878987948041348
leaf_weight=0.53021980661161328 19.345558823731171 0.03876659898365975 0.041009365503860806 1.0739919403006473 0.022354127401016055 0.025827067423838668 0.49244077994947588 0.028856302581776627 0.038514442781005909 0.02849846153207114 0.13718356372782992 18.485418053423913 0.040298573509730318 0.11041615677223149 0.62087919577335426 0.01183997941214443 1.7164064880659671 0.062921493805035311 0.020840497483909814 0.028161113532405982 0.018558490244847903 0.0048600452107837996 1.0749171251127467 0.52290157182142138 0.054944784269991942 0.10875762451178161 0.12734115436501214 1.32669386569054 0.055123744440379485 0.10284675088416861
leaf_count=273 729 20 25 129 22 43 16 34 37 28 29 1121 30 54 48 43 217 23 86 6 23 342 77 11 35 36 14 331 41 111
internal_value=-7.7065e-07 -0.00195847 -0.0199229 -0.00131888 0.0045367 -0.00336905 -0.0113159 -0.0518291 -0.032973 0.049256 0.000102529 0.000671267 0.0218542 0.0628338 -0.000321105 -7.91403e-05 0.00339607 0.0375648 -0.00871612 0.0205165 -0.0263497 -0.0753237 -0.000364203 -7.44817e-05 0.0037266 0.013744 0.00641719 -0.00228239 -0.0447209 -0.00277302
internal_weight=46.2973 2.32048 0.079776 2.2407 0.581072 1.65963 0.585639 0.0931978 0.0673707 0.0508526 43.9769 18.7733 0.287898 0.150715 25.2036 24.5827 1.86359 0.147182 0.0842601 0.0585596 0.0303985 0.0257005 22.7191 21.6442 2.29861 0.861847 0.753089 1.43676 0.110069 0.625748
internal_count=4034 627 45 582 323 259 130 114 71 50 3407 1234 113 84 2173 2125 740 523 500 72 66 428 1385 1308 579 172 136 407 76 122
is_linear=0
shrinkage=0.1


Tree=554
num_leaves=31
num_cat=0
split_feature=4 4 4 2 1 0 4 3 3 2 2 1 3 2 4 0 0 2 2 4 2 4 4 4 4 2 2 4 2 1
split_gain=0.000766768 0.00219036 0.00526761 0.0021968 0.00955424 0.0113802 0.00872645 0.00715974 0.00468325 0.0152864 0.00348594 0.00240154 0.00371721 0.00178897 0.00107368 0.00223707 0.00480083 0.00288926 0.0145643 0.0351168 0.00202882 0.00184066 0.00269598 0.00185271 0.00255571 0.0297847 0.0265587 0.0247433 0.0109221 0.00182107
threshold=37.038444968100009 36.79544512155001 36.893814626400008 -0.093879999999999991 69.64719632740001 89.415428960600011 36.124181380200007 0.10507500000000002 0.091275000000000023 0.25988000000000006 -0.070909999999999987 61.049507226200006 0.096995000000000012 -0.026144999999999998 38.478081868400004 91.066142252700018 84.390700714750025 -0.053159999999999992 -0.054619999999999995 38.244973486750006 0.23835000000000003 38.903925214650009 39.184300550350009 39.337369931850013 39.685256516350002 -0.053159999999999992 -0.058374999999999996 39.577821550850011 -0.10463499999999999 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 3 -3 4 5 6 7 11 -5 10 -10 12 -1 -12 15 16 -2 18 19 -17 21 -16 -23 -24 25 26 27 28 -25 -26
right_child=14 2 -4 8 -6 -7 -8 -9 9 -11 13 -13 -14 -15 20 17 -18 -19 -20 -21 -22 22 23 24 29 -27 -28 -29 -30 -31
leaf_value=0.070006220789802218 -0.00015599364273737176 0.0070041201906581507 -0.044676560742150422 0.00086843926064266287 0.00011486204905961675 0.08928220775343243 0.09751711981256074 0.10002597130553936 -0.076927756472929154 -0.0034187452081998744 -0.015351599196874866 -0.10035748088277088 -0.10020022818691032 -0.050284230870839219 -0.0052484643849830797 -0.100947624256846 0.011226399172144181 0.0018935835760254727 0.00052219068364564385 0.021055600427788906 -0.0060339071450427016 0.0066877329403401443 -0.0058211383285967991 0.011606593036139258 -0.0014485664619585787 -0.0042961681994787412 0.10045347993803433 0.063800667481213699 -0.088976695322802654 0.00032266096353490914
leaf_weight=0.0025602813961277541 0.87321578090392493 0.040530101571038091 0.038415692358480413 1.0733310865650594 0.52847082602280848 0.027397314152494801 0.0061018380674795472 0.0029729631569352924 0.029085211198008998 0.49437542019268577 0.026519712773733661 0.0093935869757214435 0.0025722013087943196 0.032782494701750653 0.65033841710963614 0.049055360067911891 0.64371516718529165 1.6019591087790983 0.50175176560878754 0.045451767057571146 0.55993494582757009 0.61437180786818046 0.53714422381774696 0.020404411825779789 7.1996930973588738 0.56884939786678401 0.055965323292184621 0.045810755415004678 0.022925494270765512 29.957983673134578
leaf_count=67 39 15 30 129 148 18 28 12 42 33 19 46 4 36 73 116 43 68 2 13 117 67 27 21 545 41 7 9 29 2190
internal_value=2.22338e-07 -0.00177379 -0.0181441 -0.0011957 0.00410373 0.0454386 -0.00545781 -0.0413647 -0.00304997 -0.0102669 -0.0485705 -0.0703023 -0.0152947 -0.0346625 9.36492e-05 0.00172021 0.00467417 -0.000318237 -0.0062607 -0.042272 -5.65471e-05 2.78148e-05 0.000115746 1.06234e-05 9.3337e-05 0.00601969 0.0464602 0.0125616 -0.0416112 -2.05331e-05
internal_weight=46.2631 2.31451 0.0789458 2.23556 0.579469 0.0509982 0.0236009 0.017499 1.65609 0.582763 0.0883874 0.0145261 0.00513248 0.0593022 43.9486 3.71515 1.51693 2.19822 0.596259 0.0945071 40.2334 39.6735 39.0231 38.4088 37.8716 0.713955 0.145106 0.0891407 0.0433299 37.1577
internal_count=4034 627 45 582 323 175 157 129 259 130 97 117 71 55 3407 281 82 199 131 129 3126 3009 2936 2869 2842 107 66 59 50 2735
is_linear=0
shrinkage=0.1


Tree=555
num_leaves=31
num_cat=0
split_feature=0 2 3 3 0 3 1 3 2 4 3 1 4 2 3 4 2 0 1 4 3 2 2 1 2 1 4 4 3 4
split_gain=0.000728626 0.00514189 0.00232287 0.0038532 0.0010598 0.000673634 0.00341543 0.00299327 0.00125816 0.0132669 0.0542269 0.0278863 0.00845297 0.0146507 0.00779946 0.00708717 0.00690731 0.00587052 0.00505642 0.00708618 0.00850912 0.00696711 0.00525572 0.00456045 0.0117416 0.00388077 0.00328911 0.00426299 0.00278546 0.00119775
threshold=102.89804648475001 -0.078504999999999991 0.086355000000000029 0.086230000000000015 102.31465107045001 0.41214500000000009 62.079186690200011 0.13041500000000003 -0.13953999999999997 41.535369675400013 0.085910000000000028 62.116825104000007 39.952536079750011 -0.14259499999999997 0.093905000000000016 39.792680591700012 -0.14429 86.692020874450009 78.285212300550015 35.782584506850007 0.084360000000000018 -0.58994000000000002 -0.24385500000000002 68.20618276945001 -0.22662999999999997 71.504920895500007 42.094663496250007 47.927946529500012 -0.25095999999999996 41.218101594450012
decision_type=2 2 2 2 2 2 2 2 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 7 -7 8 9 12 23 -12 13 15 -13 16 18 -14 19 21 22 -1 -21 24 26 -19 -11 -28 -29 -10
right_child=1 -3 -4 -5 -6 6 -8 -9 29 10 11 14 17 -15 -16 -17 -18 25 -20 20 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.085513478167137502 -0.10007033784333746 -0.0022004562565067893 -0.10014258435581008 0.09955372174805828 0.0043625607016680133 0.0058822344119108007 -0.0014424980066339342 -0.0073636913154346692 0.00035786872243686929 0.071002575773122634 0.097351071798884095 0.054309728817860337 -0.0095150516370530996 -0.10271647462626926 -0.0036548405099814311 0.10009082851423559 0.10000944732031217 0.0089584407205434199 0.029835318036041149 0.071137871998420796 -0.10019326392541135 0.07293996837775521 -0.10007359149093061 0.0011025553814181103 -0.088007090790241382 -0.0028877166093148618 -0.093919768171076931 -0.023554948227398773 0.033621070241400736 -0.00074849371367175616
leaf_weight=0.0041737242190720289 0.0020442556159102629 0.51936835475844434 0.007898488257808034 0.0018347817970152391 0.56105741181354929 1.0739216544898256 1.5632420554202928 0.56088037495295751 21.390245754697091 0.006008822512058142 0.095901188844436547 0.040299102562130429 0.55073358445865483 0.022393516457670293 0.054752293668570928 0.0054541656281799069 0.0045164671477095899 0.56114059820538364 0.011715635710707772 0.0057249834389734421 0.023327779700846207 0.0082796880277845597 0.0026104960531016953 0.51993517756794461 0.021258487963677686 0.54525958708291 0.0050795361533255692 0.017504748167993966 0.016601526068370731 18.036089299985598
leaf_count=11 372 390 194 4 47 20 57 29 868 7 14 26 81 7 36 2 3 25 20 12 55 97 73 153 20 34 140 21 35 1181
internal_value=3.47355e-07 -0.0036821 -0.06902 -0.00564831 4.31388e-05 -1.05401e-05 0.00154032 -0.00010675 -9.72106e-06 0.00215534 0.0130218 0.0593059 -0.0026844 -0.0328505 0.0209205 -0.00907427 -0.0189403 -0.00107889 -0.0285626 -0.0440707 -0.0692053 0.0198348 0.0175181 -0.00205023 -0.0267179 0.00312038 0.00211111 -0.00845284 0.00427598 -0.000148251
internal_weight=46.2393 0.531146 0.0117775 0.00387904 45.7081 45.1471 2.63716 42.5099 41.949 2.52267 0.777341 0.190953 1.74533 0.0881965 0.0950514 0.0658029 0.0603488 1.65713 0.0558323 0.0441167 0.0316633 0.0124534 0.00833548 0.586388 0.0664531 1.1064 0.0451946 0.0391858 0.0341063 39.4263
internal_count=4034 960 570 376 3074 3027 77 2950 2921 872 452 76 420 280 62 273 271 140 268 248 140 108 85 376 223 59 203 196 56 2049
is_linear=0
shrinkage=0.1


Tree=556
num_leaves=31
num_cat=0
split_feature=2 0 4 4 4 3 2 0 4 2 3 4 3 3 3 0 1 1 4 0 4 1 4 3 2 4 0 2 1 0
split_gain=0.000773137 0.00233428 0.0302595 0.0122361 0.00389725 0.00330443 0.00529596 0.00276002 0.00273093 0.00944454 0.0180134 0.0268872 0.0222429 0.00629857 0.00277446 0.00227961 0.00801312 0.00210427 0.00286312 0.0117704 0.0143719 0.00709365 0.00209393 0.00175951 0.00845739 0.0256721 0.0637378 0.0143404 0.00661557 0.00468289
threshold=-0.037054999999999998 85.877418060900013 39.525197829750006 42.686561923500008 42.719328117250008 0.087795000000000026 -0.016334999999999999 67.144241807950024 42.094663496250007 -0.0034049999999999996 0.10507500000000002 40.844669808050007 0.087905000000000025 0.097450000000000023 0.12201500000000003 96.682331287150021 78.895492296100016 66.590419433100024 40.664404858950007 96.531777631850005 38.179089776100007 69.563854125350005 40.467253020850002 0.098545000000000021 -0.086139999999999994 40.523311941050004 102.31465107045001 -0.08854999999999999 62.116825104000007 85.963448721100022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 2 -2 5 -5 6 -4 -6 9 10 11 12 -3 -13 15 17 -17 22 19 20 -19 -22 -11 -1 27 -26 28 -25 29 -27
right_child=1 8 3 4 7 -7 -8 -9 -10 14 -12 13 -14 -15 -16 16 -18 18 -20 -21 21 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.00011301110276134912 0.0018173328183745232 0.045809464020701469 0.069751825747385157 0.10007951630343991 0.088869848104537255 -0.10105534744704453 -0.084356273842321583 -0.10005053905890947 -0.00095080668729312964 0.0025958465382655499 0.0043134586708756988 0.048071254728444104 -0.032155905242243946 0.10077324713603551 0.0073335822969652371 0.012261093522171692 -0.00071263212939956435 -0.0058771501211597179 -0.00088962347799540007 -0.0020001640018381455 -0.035788039102544709 -0.10061018271047156 -0.0031033192895436996 -0.00130024457595686 6.423474341644606e-05 -0.054066378904510028 0.00039266945274251536 0.015326787207675181 -0.034835988806198419 -0.084306536323300596
leaf_weight=24.629692290942454 0.58106119087394592 0.075422731989871816 0.0031558513658751508 0.0048014768399298191 0.0011474361308501102 0.043410196569070081 0.007600504382253348 0.0023717350910574808 5.2276766947711719 1.6031450040463817 1.1385261383184113 0.041242982849780674 0.071074921762059873 0.050375975668430328 0.55663410717065165 0.61959033542370967 2.055261993960714 0.08191105992591452 0.99771433517366859 0.49336828291416168 0.033773564809962409 0.033754290707292967 1.0782863873391759 3.3575189459763775 2.0285314518064257 0.1096612131579916 0.50134917267643431 0.61350133781070315 0.08365895710244331 0.096072007407201454
leaf_count=2387 46 27 10 2 2 35 69 97 326 49 21 39 25 5 26 59 230 34 31 2 25 29 26 244 93 20 5 19 29 22
internal_value=7.96033e-07 0.000596678 -0.00529357 -0.071417 0.0414882 -0.0887606 -0.0391419 -0.0384525 0.000864422 0.00192706 0.00954477 0.0345576 0.00798372 0.077049 0.000538702 -1.86734e-06 0.00229254 -0.00142187 -0.00424287 -0.00944752 -0.0340348 -0.0681899 0.000304036 -0.000279912 -0.00170512 -0.0058936 -0.0211775 0.00126854 -0.0585462 -0.0681877
internal_weight=46.2213 14.8013 0.643548 0.0624872 0.00832065 0.0541666 0.0107564 0.00351917 14.1578 8.93008 1.37664 0.238117 0.146498 0.091619 7.55344 6.99681 2.67485 4.32195 1.64052 0.642807 0.149439 0.0675279 2.68143 31.42 6.79029 2.81927 0.790741 3.97102 0.289392 0.205733
internal_count=4034 1215 261 215 101 114 79 99 954 628 117 96 52 44 511 485 289 196 121 90 88 54 75 2819 432 169 76 263 71 42
is_linear=0
shrinkage=0.1


Tree=557
num_leaves=31
num_cat=0
split_feature=4 4 4 1 3 0 1 1 1 3 2 0 1 3 4 2 1 1 3 4 1 2 2 0 4 4 3 3 4 1
split_gain=0.00067005 0.0021903 0.0158015 0.0124579 0.023489 0.0189565 0.0206164 0.0101368 0.0115777 0.00582886 0.00200052 0.00192281 0.00352236 0.00113943 0.00129781 0.000871983 0.00631579 0.00765373 0.0147654 0.000849626 0.00159066 0.00158244 0.00233017 0.0162869 0.0226328 0.0191377 0.000862351 0.0129981 0.00384937 0.0105996
threshold=37.038444968100009 35.879804895950009 36.957836847500012 65.536543845950021 0.09062000000000002 93.399723909900004 69.999384342500022 67.192634054300015 70.171445662850019 -0.09053499999999999 -0.082094999999999987 96.682331287150021 81.94689227420001 0.11768500000000003 35.419594101850009 -0.117885 68.34060567600001 71.787208999250012 0.094375000000000028 37.784765830350004 75.951630643300021 0.23835000000000003 0.13006000000000004 86.420486603250012 41.066313126200008 39.110279783550006 0.10507500000000002 0.10661000000000002 40.280372415600006 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 13 3 10 5 -5 -7 -6 -9 -8 -3 -10 -13 14 15 -1 -17 -18 -19 20 -2 22 26 -24 25 -25 -21 -28 29 -29
right_child=19 2 -4 4 7 6 9 8 11 -11 -12 12 -14 -15 -16 16 17 18 -20 21 -22 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=-0.00067988461457570051 0.0062291739321150624 -0.041640187724515131 -0.10100094505808555 -0.1007089299717262 0.10018503024831422 0.10019966694681631 0.014543110912503602 0.10012678838577843 -0.10042839205165299 -0.10037910039069031 -0.10114878312419207 -0.10007552294146081 0.067164704922897875 -0.004953955195791321 -0.0037083845561817342 0.0013117089764328885 0.066644909671823613 -0.10068528918417755 0.044410904908160305 0.00021314244686538691 -0.0012967889543803856 -0.0052167007993297008 -0.0015520243362125664 0.045722261928249769 0.069830897075841045 -0.067676456844980484 -0.0155181033680528 0.0051024173305994035 0.0011123284332477342 -0.014005110643150777
leaf_weight=0.51712690838129649 0.61484326856178373 0.012709687278828596 0.0180875610265403 0.022847359673072276 0.030129903345368803 0.015921045909635723 0.007286921228235598 0.0076433476060628882 0.0057301840922434621 0.011192010042360589 0.010169027979486489 0.002497333089422682 0.0025405072639967941 0.51671063855416566 0.51866619671671044 0.54036753525143044 0.034530770441051573 0.010196129422869182 0.022468773883775883 33.241293105965319 0.51696341346696784 0.57027758195152856 0.60350540455854584 0.029755928283520916 0.082881190279067596 0.029773791253347781 0.5685599919738421 0.54220880323555298 6.4497936828309008 0.62494536226946273
leaf_count=167 70 41 15 9 6 4 14 2 13 40 8 20 22 34 42 46 14 94 36 2744 54 135 43 10 47 33 26 10 165 70
internal_value=-7.68118e-09 -0.0016612 -0.013483 -0.00118003 0.0132905 -0.0300995 0.0167969 0.0644628 0.00600396 -0.0550611 -0.0680903 -0.0608062 -0.0157388 -0.000858028 0.000429829 0.00233822 0.00490708 0.03382 -0.000879894 8.73334e-05 0.00279162 1.57257e-05 8.64808e-05 0.00562602 0.0360449 -0.0109941 -1.32621e-05 -0.000932689 0.000156025 -0.00512859
internal_weight=46.1816 2.30682 0.146755 0.128667 0.105789 0.0572473 0.0344 0.0485413 0.0184114 0.0184789 0.0228787 0.010768 0.00503784 2.16007 1.64336 1.12469 0.607563 0.0671957 0.0326649 43.8748 1.13181 42.743 42.1727 0.745916 0.142411 0.0595297 41.4268 8.18551 7.61695 1.16715
internal_count=4034 627 194 179 130 67 58 63 57 54 49 55 42 433 399 357 190 144 130 3407 124 3283 3148 133 90 43 3015 271 245 80
is_linear=0
shrinkage=0.1


Tree=558
num_leaves=31
num_cat=0
split_feature=2 2 0 4 4 4 3 2 1 1 1 3 1 1 0 0 0 2 4 4 1 0 2 4 3 0 0 2 0 3
split_gain=0.000652961 0.00194817 0.00158003 0.027285 0.0109419 0.00352779 0.00321592 0.00460415 0.00298001 0.00284977 0.00382239 0.00370431 0.00313654 0.00315068 0.00247965 0.00165566 0.0263409 0.001523 0.00149438 0.00317658 0.00940322 0.00750654 0.00257091 0.0324409 0.0174575 0.00130945 0.0116715 0.0084875 0.0183326 0.00506123
threshold=-0.037054999999999998 -0.033799999999999997 85.877418060900013 39.525197829750006 42.686561923500008 42.719328117250008 0.087795000000000026 -0.016334999999999999 61.93938686740001 61.982402197500001 62.041548276350007 0.094375000000000028 62.111448187750007 62.132955852800002 67.144241807950024 102.21786657775002 102.89804648475001 -0.039434999999999998 38.400997490450003 34.883496062400006 77.543197856500015 93.399723909900004 0.086310000000000026 40.664404858950007 -0.032704999999999991 85.764502819450016 85.705356740550016 -0.08786999999999999 83.941728207000011 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=17 -2 3 -3 6 -6 7 -5 -4 -10 11 -11 -12 -14 -7 18 -17 25 19 -15 21 -21 -20 24 -24 26 27 28 -1 -30
right_child=1 2 8 4 5 14 -8 -9 9 10 12 -13 13 15 -16 16 -18 -19 22 20 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0091496158697242647 0.006235586845210723 0.0019801614501020778 0.007524893233539956 0.065980594653559738 0.10007192974423405 0.086833974555784746 -0.1009560392555524 -0.081623749806248189 -0.0069573574419652577 -3.6520778500277429e-05 -0.0074319426527501425 0.011420227147000061 0.0077555833795939473 -0.0029126767998014641 -0.10004574861772096 0.067993049042105166 -0.0022127567344783624 -0.0053052420122461121 -0.00030003319190023193 -0.0005778904659733033 0.00034217558270594026 0.041493004148568872 0.013604718122769819 0.0010981989092050206 -0.094285531937122802 -0.00034335595894034428 0.036166294342513804 0.0020895236628327672 -0.031630455776164433 -0.09995055495982591
leaf_weight=0.061192415247861009 0.57876413759368084 0.57139318674670514 0.58507484263645793 0.0030094804405393907 0.0043439432047307483 0.0010611249672365375 0.03906523676694551 0.0070961691428408366 0.52930829606702801 0.52947823892463819 0.54353540818556112 0.6043372088461183 0.5459397619124492 0.53078506888323207 0.0021457795119297352 0.059773399120673254 0.50454629507012594 0.58660888276620227 7.737557304582479 0.06557843298651278 0.50968791411969505 0.12004804260504898 0.020099271028811927 0.61577285026616124 0.059084800964228523 28.585171179994667 0.096633356391976011 2.0177992234990771 0.017367797520620343 0.028863703314272016
leaf_count=442 15 44 19 10 2 2 34 69 10 23 16 18 8 31 97 26 338 14 180 18 17 38 6 119 75 2144 25 88 72 34
internal_value=2.46685e-07 0.000548616 0.000316642 -0.00458658 -0.0707374 0.0413427 -0.0879488 -0.0376669 0.000543754 0.00022897 0.000534588 0.00607006 -2.02195e-05 0.000353871 -0.0382096 -4.14058e-05 0.00522352 -0.000257705 -0.000349018 0.00291302 0.00736021 0.0266301 -0.000823323 -0.00664956 -0.0668998 -0.000161593 0.00217687 0.000631384 -0.0267576 -0.0742847
internal_weight=46.1611 14.7675 14.1887 0.628115 0.0567217 0.00755085 0.0491709 0.0101056 13.5606 12.9755 12.4462 1.13382 11.3124 10.7689 0.0032069 10.2229 0.56432 31.3936 9.65861 1.2261 0.695314 0.185626 8.43251 0.694957 0.0791841 30.807 2.22186 2.12522 0.107424 0.0462315
internal_count=4034 1215 1200 258 214 101 113 79 942 923 913 41 872 856 99 848 364 2819 484 104 73 56 380 200 81 2805 661 636 548 106
is_linear=0
shrinkage=0.1


Tree=559
num_leaves=31
num_cat=0
split_feature=4 3 0 2 2 4 4 1 2 2 1 1 4 3 0 3 4 0 3 0 2 1 1 2 4 4 4 0 3 2
split_gain=0.000766344 0.00973536 0.0338267 0.0182461 0.0150192 0.00696481 0.00439142 0.0202473 0.00557946 0.0460975 0.0096974 0.0235967 0.00458027 0.00419933 0.00387427 0.00900947 0.00641549 0.00347571 0.0081563 0.00328481 0.0218464 0.012981 0.0379231 0.0108429 0.00755431 0.00401914 0.0221953 0.0655806 0.0459357 0.00277875
threshold=41.218101594450012 -0.24532499999999999 86.135510041400025 -0.073609999999999995 -0.046635000000000003 41.092444989200011 41.32819714970001 62.052302108850007 -0.13953999999999997 -0.14259499999999997 62.116825104000007 62.079186690200011 43.572676689450006 -0.26958499999999996 97.521130223850008 0.12535000000000004 41.827117825850003 100.15850764985002 0.10010000000000002 85.812895065800021 -0.091919999999999988 61.977025281250008 61.950140699950005 -0.095204999999999998 41.942745071500006 41.806790701050012 41.50623664750001 86.135510041400025 0.086030000000000009 -0.086719999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -2 9 10 11 12 -8 -6 -12 16 -16 -18 -19 20 23 22 -22 24 -10 26 -21 -28 -29 -23
right_child=6 5 3 4 13 -7 8 -9 19 -11 14 -13 -14 -15 15 -17 17 18 -20 25 21 29 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.095306824529240747 0.0015261134008577341 0.00023132310959662604 -0.10034808768777388 0.10009975417888413 -0.063855425883678887 0.010803379656470949 -0.10019370455520499 -0.019322747758054107 0.075773061251283844 0.096670796952793042 -0.0011310795485908443 0.095193501552837859 -0.0022983506288473459 0.026880695331667655 -0.041977898083293302 -0.1005143658612512 0.071059434821641246 -0.10016516182899263 0.096694384677556963 0.00098723027877292637 -0.096421239974757766 -0.0012111335199310553 0.042118551401135941 0.099675982045164951 -0.020750126837701041 -7.6801002553920358e-05 -0.0023762716335788661 0.016028088474329249 -0.10241242444557973 0.0087736391997076373
leaf_weight=0.044855126363399361 1.5777231180030669 23.947701222422271 0.010087147469432095 0.02512514661745513 0.0095181536253470256 0.63979500577215631 0.0055330087921704454 0.66093569681365227 0.013889961875975132 0.054203054551153929 1.099909969402656 0.036451944528380409 0.035086704416851466 0.010989781705109891 0.0080146359845798681 0.0050594577384117647 0.031907645912951921 0.0041854606905225994 0.0042334186179004973 2.1032621871802379 0.046320206668461483 0.51617744971269985 0.034456356957889511 0.033984360791748602 0.019479712156112328 13.831353333554977 0.55064533193944942 0.043690347417630448 0.13071288358955258 0.60588990685489352
leaf_count=82 26 1557 73 15 32 42 27 59 8 10 246 6 110 31 37 5 38 215 8 40 156 32 9 12 36 933 23 35 41 90
internal_value=-4.84715e-07 0.000379415 -0.0306693 0.0213643 0.0482687 0.00050642 -0.000437671 -0.00462925 5.06867e-05 0.00641702 0.00244099 0.0367836 -0.0156332 -0.0152318 0.000145996 0.0264503 0.0397386 0.0559793 -0.00117469 -0.000405429 0.00449647 0.00139311 -0.0373252 0.0599178 0.0194272 -0.000779169 -0.00421397 -0.0193019 -0.0727415 0.00418041
internal_weight=46.1412 24.6881 0.100575 0.0557202 0.0456331 24.5875 21.4531 2.23866 19.2144 1.28459 1.23038 0.0770717 0.0406197 0.0205079 1.15331 0.0534006 0.0483412 0.0403265 0.00841888 17.9299 1.2702 1.20284 0.0807766 0.067354 0.0333697 16.6597 2.82831 0.725049 0.174403 1.12207
internal_count=4034 1832 233 151 78 1599 2202 85 2117 702 692 143 137 63 549 303 298 261 223 1415 343 287 165 56 44 1072 139 99 76 122
is_linear=0
shrinkage=0.1


Tree=560
num_leaves=31
num_cat=0
split_feature=2 4 2 4 3 3 4 3 4 2 3 0 1 3 3 1 1 3 3 2 2 4 4 2 1 0 3 1 4 4
split_gain=0.000667953 0.00180811 0.0044271 0.00881193 0.0276722 0.0196362 0.0228711 0.0369025 0.0179547 0.0086281 0.00330989 0.00183643 0.00571522 0.00160358 0.00669406 0.0243781 0.0143094 0.00236356 0.00129569 0.0115374 0.0653774 0.0370147 0.0365835 0.0183735 0.00352438 0.0050873 0.00488209 0.00521584 0.0177499 0.00541429
threshold=-0.037054999999999998 42.094663496250007 -0.0034049999999999996 41.872294782850005 0.10546000000000001 0.10507500000000002 40.750688432250008 0.084565000000000015 39.861052345600008 -0.026144999999999998 0.12201500000000003 96.682331287150021 78.895492296100016 0.087555000000000022 0.099465000000000012 72.378669787950017 62.391047833300007 0.080770000000000022 0.094725000000000018 -0.073609999999999995 -0.053159999999999992 39.861052345600008 41.147265497500008 -0.058374999999999996 61.950140699950005 86.256490657300006 0.093325000000000033 62.084563606450011 42.47354681640001 42.402981339000007
decision_type=2 2 2 2 2 2 2 2 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 4 5 6 7 -2 -9 -8 11 -4 -13 17 15 16 -15 -3 24 -20 21 23 -23 -21 -1 -26 27 28 -27 -29
right_child=1 13 10 -5 -6 -7 9 8 -10 -11 -12 12 -14 14 -16 -17 -18 -19 19 20 -22 22 -24 -25 25 26 -28 29 -30 -31
leaf_value=-0.0037649600983456545 0.073960732234310766 -0.00076740286904020637 -0.0012245744634997364 -0.0038565313927782516 0.051920815250889964 -0.006935999452775796 0.034398797444591976 -0.071633753471121067 0.010470696519224713 0.096021191471691414 0.0079006641416971418 0.010534530970789331 -0.00048426395059695312 -0.10293417429237194 2.9194554340178089e-05 -0.0038741159840975179 -0.019648336799431575 0.0065460335891287932 -0.00052077091262463574 0.003539136352314249 -0.085443195328424357 -0.079022032093011077 0.016067113146032191 0.092343802473641087 0.003762324550814346 -0.018652469315561422 0.0049544262615931695 0.00033438604294441939 0.00056681477834410847 -0.011475381743592528
leaf_weight=2.1269975528398559 0.051583242282503106 2.0134557790243139 4.8833076699977545 0.51449390450662236 0.14890514474973315 0.49088332988321781 0.042477504815906286 0.051363552742756724 0.055321180976079631 0.048853899574623938 0.55928416118194935 0.61049654092948946 2.0559910578292522 0.04242189198913271 2.0637755236545954 0.51095881905166607 0.040156634406288028 0.56615467961594479 7.6655014141264424 0.03874666076987765 0.10495004300375566 0.065551343526749406 0.10570058525263448 0.058433924612472765 3.9099278439162175 0.68574142461875931 1.6421757884546302 12.935022854716546 1.6057616827019954 0.40021402524324123
leaf_count=358 24 169 283 17 17 4 3 29 13 47 28 59 230 26 61 83 23 99 466 32 28 11 36 16 335 29 63 721 36 688
internal_value=-1.02764e-06 0.000553899 0.00137538 0.00656006 0.0125859 0.00467592 0.0275129 0.00451779 -0.0290586 0.0673611 0.000477785 -7.20975e-05 0.00203851 -0.000938337 -0.00266244 -0.0120215 -0.0624336 0.000837698 -0.000262159 -0.00135688 -0.0185221 0.00764231 -0.0203308 0.0569367 0.000115442 0.000505152 -0.000232318 -0.00077738 -0.00518463 -2.0046e-05
internal_weight=46.0946 14.7499 9.51296 1.40388 0.889388 0.740483 0.249599 0.158268 0.106685 0.0913314 8.10908 7.5498 2.66649 5.23692 2.65731 0.593537 0.0825785 2.57961 31.3447 8.03888 0.373383 0.268433 0.171252 0.0971806 23.3058 21.1788 17.2689 15.6267 2.2915 13.3352
internal_count=4034 1215 754 154 137 120 116 66 42 50 600 572 289 461 193 132 49 268 2819 589 123 95 47 48 2230 1872 1537 1474 65 1409
is_linear=0
shrinkage=0.1


Tree=561
num_leaves=31
num_cat=0
split_feature=4 4 4 1 1 0 1 4 1 2 3 4 2 2 0 0 4 2 0 4 2 4 2 0 0 0 1 3 4 4
split_gain=0.000714022 0.00216332 0.0138414 0.0108391 0.0185196 0.0124361 0.00953439 0.00466268 0.00397491 0.00502696 0.00109309 0.0010647 0.000870226 0.0122352 0.0304325 0.0381376 0.040417 0.0042241 0.00253311 0.012774 0.0613972 0.00465065 0.0305549 0.00989991 0.00829539 0.00304765 0.00247397 0.00432376 0.040794 0.0135789
threshold=37.038444968100009 35.879804895950009 36.957836847500012 69.999384342500022 65.687097501250022 90.297243227400017 71.365121072750014 36.491284729650012 71.397382570300024 -0.59681499999999998 0.11768500000000003 35.419594101850009 -0.06828999999999999 -0.054619999999999995 86.329079026800017 89.582113364650013 39.749124837650008 -0.072524999999999992 86.329079026800017 40.80591513400001 -0.032369999999999996 41.360869295700006 -0.031449999999999999 85.683849075550015 85.667718326750006 67.04476885710001 63.705703859100005 0.10010000000000002 38.179089776100007 40.206947806850003
decision_type=2 2 2 2 2 2 2 2 2 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 7 -5 -3 -8 -10 11 -1 17 14 -14 -16 -17 -2 19 -15 -21 -22 -23 24 25 -24 -20 -28 -29 -30
right_child=12 2 -4 6 -6 -7 8 -9 9 -11 -12 -13 13 18 15 16 -18 -19 26 20 21 22 23 -25 -26 -27 27 28 29 -31
leaf_value=0.0020387806301122415 -8.8654982737706122e-05 -0.020655828226581376 -0.10089404281125638 -0.10037117580808408 0.070960079023838926 0.031280890906274804 0.10013102076592356 -0.10047263417834212 0.096699088089271343 -0.10004907604813647 -0.0049709639256069757 -0.0034369789368099953 -0.014083195212212605 0.0019253537235425534 0.092398936020711142 0.081338423038601726 -0.075490202455575819 -0.0084379832916417069 0.0024894390115085068 -0.10160353069918188 -0.00047710260240343548 0.041476882026240475 0.08220073159902902 -0.1004950253159624 0.099196303408076933 -0.10007829508325566 0.00039700701133584166 0.0055814186383492462 -0.082760437879308507 -0.025702101780201905
leaf_weight=1.1206301561557737 24.476025366804116 0.013045604975786662 0.016143929098937804 0.017820894793480591 0.035417883191257715 0.024057651986368001 0.0039518070407211781 0.016672732451866068 0.0020092377556508723 0.003671832392582175 0.51661911671333971 0.51979779213315502 0.13467715191586904 1.6888297408339563 0.091774129192344844 0.029197021672217716 0.037588883015587271 0.6213238243124718 5.3523726846688069 0.072017268439182769 0.52921772103923082 0.039000939577818028 0.0010994282911268582 0.038991466350125847 0.0051577716440078802 0.0055358216739582744 9.9216013406377037 0.55095047064969627 0.073734879708794665 0.096027423059076966
leaf_count=357 2125 38 15 16 11 5 1 15 7 86 34 42 33 67 20 34 38 48 111 22 33 2 4 29 5 158 586 15 29 48
internal_value=-8.42676e-07 -0.00172223 -0.0141103 -0.00209947 0.0148124 -0.0221674 -0.0570442 -0.0654351 0.0231111 -0.0304647 -0.000959604 0.000303692 8.92223e-05 0.000606257 0.0208718 0.0505618 -0.0069289 -0.000295356 0.000282841 -0.00276107 -0.0142145 -0.00404733 -0.0250912 -0.0762134 0.00406936 -0.0698756 0.000735744 -0.000146247 -0.00762489 -0.0504849
internal_weight=46.055 2.28984 0.132792 0.116648 0.0891939 0.053776 0.0274538 0.0297183 0.00963288 0.00568107 2.15705 1.64043 43.7651 18.6678 0.293237 0.15856 0.0667859 25.0973 18.3745 2.37985 0.69102 0.619003 0.0897854 0.0507845 0.011793 0.00663525 15.9947 10.6423 0.720713 0.169762
internal_count=4034 627 194 179 69 58 110 53 94 93 433 399 3407 1234 125 92 72 2173 1109 320 253 231 198 196 167 162 789 678 92 77
is_linear=0
shrinkage=0.1


Tree=562
num_leaves=31
num_cat=0
split_feature=4 3 3 3 0 0 0 3 4 0 3 3 3 3 3 2 4 4 0 0 3 2 0 0 0 3 1 3 0 1
split_gain=0.000609049 0.0137482 0.0168373 0.0126506 0.011503 0.00789786 0.00994604 0.00418327 0.003194 0.00632366 0.00221208 0.00442295 0.00371851 0.00531884 0.00190668 0.00412034 0.00122251 0.00341518 0.0149289 0.0587245 0.0104653 0.00312659 0.0204221 0.0370805 0.0269037 0.00114654 0.00480241 0.00254204 0.001309 0.00941981
threshold=43.752965619700007 0.087905000000000025 0.09551500000000003 0.085910000000000028 95.808582394800013 97.39208423365001 100.91127592640002 0.086555000000000021 44.262924377150007 81.87699236280001 0.076130000000000017 0.080770000000000022 0.080395000000000022 0.076615000000000016 -0.25095999999999996 -0.23375499999999999 43.084235337800003 42.865207177650007 86.382848189450016 86.89903215050002 0.086520000000000027 -0.082424999999999998 86.382848189450016 89.415428960600011 96.163458868000006 0.41214500000000009 62.068432857650002 0.13041500000000003 87.170566421650008 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=16 3 4 8 -3 -6 -7 -5 -2 14 -11 12 13 -12 -10 -16 17 25 -19 -20 -21 22 -18 -24 -25 27 -27 28 -1 -30
right_child=1 2 -4 7 5 6 -8 -9 9 10 11 -13 -14 -15 15 -17 21 18 19 20 -22 -23 23 24 -26 26 -28 -29 29 -31
leaf_value=-0.00061901408731025297 0.0020652506033955148 0.084149034991765639 -0.032936214446498475 -0.10054404764368355 -0.10032125760430921 0.10010385691968111 -0.10016688431198606 -0.025094212841352943 -0.017015348323066948 -0.10029671311492348 0.097148579083160866 -0.10009891219307727 0.10000429537391645 -0.10012204416469489 0.097295981213212063 -0.0078562581239077483 0.00054132064579908682 -0.0012782490365370255 0.10061051481189975 0.0098827931260256907 -0.056836217511700399 -0.00046536206086609817 -0.10176948662073562 0.083435338185051 -0.047501741898784526 0.010108906798966526 -0.00063533775516129909 -0.006838535421335435 0.023456131116220628 0.00033335440423594345
leaf_weight=19.561670387685432 1.0342284013032195 0.056131538507360523 0.025062183925569137 0.015830587632631565 0.0060987156230112296 0.0082427989691495895 0.0035468319689471181 0.013714971677482701 0.016458084732693168 0.0088762683367916706 0.0020171498590189074 0.006641287532197635 0.00292936672637234 0.004238917697781952 0.0059587109399217289 0.0099472947036947992 0.52011438900450846 0.52470424389000925 0.072874261531978846 0.055515895159690132 0.040779297745942245 3.031423904104785 0.059235188644379377 0.027202332839806331 0.037086537386246121 0.56775104377629704 1.5565848644348603 0.56001291202903658 0.17792430492409295 17.995312054113427
leaf_count=907 128 28 34 15 5 3 73 33 36 166 11 161 13 178 19 46 58 47 12 29 24 98 8 23 43 17 62 32 49 1676
internal_value=-1.8755e-06 0.0022027 0.0379079 -0.000953632 0.0618948 -0.00793645 0.0398537 -0.0655204 0.000794439 -0.0222365 -0.0603386 -0.0379284 0.00702236 -0.0365159 0.00684617 0.0315359 -6.19228e-05 9.42795e-05 0.00705046 0.0328832 -0.0183715 -0.00180937 -0.00813939 -0.0446907 0.00790122 -2.51365e-05 0.00223617 -0.000150578 -5.13243e-05 0.000559737
internal_weight=46.0081 1.21992 0.0990821 1.12084 0.0740199 0.0178883 0.0117896 0.0295456 1.0913 0.0570671 0.024703 0.0158267 0.00918543 0.00625607 0.0323641 0.015906 44.7882 41.1131 0.693874 0.169169 0.0962952 3.67506 0.643638 0.123524 0.0642889 40.4193 2.12434 38.2949 37.7349 18.1732
internal_count=4034 949 143 806 109 81 76 48 758 630 529 363 202 189 101 65 3085 2855 112 65 53 230 132 74 66 2743 79 2664 2632 1725
is_linear=0
shrinkage=0.1


Tree=563
num_leaves=31
num_cat=0
split_feature=0 2 3 3 2 2 0 3 1 1 1 1 4 1 0 0 2 4 4 0 3 2 0 1 3 3 2 3 3 2
split_gain=0.000547791 0.00456317 0.0021394 0.0034878 0.000623746 0.00255752 0.00203678 0.013367 0.0395669 0.00412317 0.0024481 0.00456344 0.00738119 0.00243242 0.00302816 0.00184676 0.00521709 0.00418239 0.0120719 0.010095 0.00297328 0.00390918 0.040359 0.00447572 0.00643653 0.00382189 0.00296134 0.0225144 0.0240158 0.00355696
threshold=102.89804648475001 -0.078504999999999991 0.086355000000000029 0.086230000000000015 -0.06483499999999999 -0.072524999999999992 85.963448721100022 0.10335500000000002 61.998532946250002 61.93938686740001 61.950140699950005 62.041548276350007 40.720231579350006 62.068432857650002 86.89903215050002 86.256490657300006 -0.077729999999999994 41.872294782850005 41.481306584950012 86.420486603250012 0.099855000000000027 -0.10290999999999999 85.812895065800021 61.950140699950005 0.091935000000000031 0.10828500000000003 -0.14138499999999998 0.086555000000000021 0.093905000000000016 -0.088224999999999984
decision_type=2 2 2 2 2 2 2 2 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 -6 -9 -8 -11 12 -12 -13 -15 20 17 18 19 -17 21 22 -1 -23 -25 -22 27 -19 -29 -28
right_child=1 -3 -4 -5 6 -7 9 8 -10 10 11 13 -14 14 -16 16 -18 26 -20 -21 25 23 -24 24 -26 -27 29 28 -30 -31
leaf_value=0.0010772123967696268 -0.10006423193883773 -0.0018750894831192765 -0.10012878261382968 0.099443767199637281 -0.00046370135514592532 -0.0062723376013971502 0.0089456284306441824 -0.087421645996586486 0.029926415080051751 -0.0063624175801365625 0.014399195493485659 -0.0063252786126886873 -0.001283610501380753 0.0070021817649690123 0.00017474234170138068 -0.013666750641039902 -0.0091574823623614358 -0.00119791151910387 -0.014907136727142757 0.00027649617942175744 -0.0064677510658640667 -0.0068594441752504749 0.079834714183141045 0.00090822846019238438 0.012272580158427339 0.0006899727147423782 -0.0020483647076530477 0.079701884244156529 -0.010978719084214467 0.0026513902462145271
leaf_weight=0.5703613415367047 0.0018305014577646439 0.52017714450635699 0.0070361677877323059 0.0016808916058721479 1.636603179542649 0.69483428122341706 0.59747827027058775 0.064968958515009834 0.051516406841699336 0.5052153673023011 0.6068580728024251 0.54372077556035847 0.59372107348463032 0.6803200033318707 14.398588459974881 0.56242282359745654 0.70845161811995616 0.53409586468722992 0.66070907492394315 6.764656265116507 0.93698014729716295 0.53330021609691547 0.073444896843284369 2.6898859567844515 0.6117216838057401 3.6595798285045475 2.7383198693315882 0.078465389994562429 0.046521542491973378 3.9095652289167666
leaf_count=462 372 390 194 4 264 69 25 29 23 3 19 15 41 26 608 11 67 187 54 436 35 37 17 130 23 56 241 25 33 138
internal_value=-1.34556e-06 -0.00319547 -0.0683131 -0.00456045 3.59507e-05 -0.000287749 0.000459896 -0.00279329 -0.0355237 0.000778046 0.00049643 0.000702407 0.00664359 0.000245835 0.000482778 -0.000121937 -0.000768159 -0.000379566 -0.00196117 -0.00079378 0.0010176 0.0028513 0.0100618 0.00164079 0.00301381 -0.000769085 0.0013494 0.00774302 0.0459495 0.000715522
internal_weight=45.983 0.530725 0.0105476 0.00351139 45.4523 25.7733 19.679 1.75309 0.116485 17.9259 17.3284 16.8232 1.20058 15.6226 15.0789 25.0785 16.0032 15.2948 7.98779 7.32708 9.07527 4.47871 0.643806 3.83491 3.30161 4.59656 7.30697 0.659083 0.124987 6.64789
internal_count=4034 960 570 376 3074 2021 1053 316 52 737 712 709 60 649 634 1952 1192 1125 501 447 760 669 479 190 153 91 624 245 58 379
is_linear=0
shrinkage=0.1


Tree=564
num_leaves=31
num_cat=0
split_feature=1 1 4 1 3 2 3 1 4 3 0 1 3 3 4 3 3 4 0 0 4 4 4 2 0 2 1 1 2 4
split_gain=0.000598498 0.00300964 0.0048777 0.00230352 0.00148955 0.00345372 0.00693421 0.0111086 0.00272619 0.00157198 0.00745792 0.00244845 0.002504 0.00300202 0.00237949 0.00170366 0.00320591 0.00340892 0.0011529 0.00106218 0.00541083 0.0585484 0.00303519 0.0158725 0.0267662 0.00984732 0.0125257 0.00448352 0.00416562 0.00454072
threshold=61.901748453550006 61.93400995115001 40.583589072600013 61.87486387225001 0.093325000000000033 -0.088224999999999984 0.08376500000000002 61.622148808000013 43.426640904350009 0.09062000000000002 85.667718326750006 55.782817748650011 -0.55648999999999993 -0.25095999999999996 48.778770352700008 -1.0000000180025095e-35 -0.15572 39.420767558750008 85.812895065800021 85.812895065800021 41.385032804600009 41.646178195200001 41.942745071500006 -0.083064999999999986 85.791387400750025 -0.082334999999999992 62.036171360100006 62.041548276350007 -0.117885 44.756878345700009
decision_type=2 2 2 2 2 2 2 2 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 7 8 -7 10 11 -1 -13 14 -14 16 -15 -18 -6 20 -3 -22 -23 24 28 -25 -27 -28 29 -24
right_child=1 19 -4 -5 18 6 -8 -9 -10 -11 -12 12 13 15 -16 -17 17 -19 -20 -21 21 22 23 25 -26 26 27 -29 -30 -31
leaf_value=-0.080221998238666811 0.00144566687051241 -0.00058971138554391746 -0.011501234983584484 0.0071811722363471055 -0.00057143012813026025 -0.10024891810336299 -0.075523341124188306 0.10008801522972113 0.072346484308960055 -0.00076341600746833351 -0.10052601434041952 0.051700019379857291 0.013000841429857702 0.03946950142318182 -0.10017306651065688 0.064156539744702742 0.0321279170210549 -0.10018182587521539 0.0037843497979595069 -0.0001019938695143707 0.098332657269082746 0.0028979867067983056 -0.10009310358894477 0.098747316360950646 0.10011845084978484 -0.10045461457863128 0.10026466115030651 -0.0077563196870441085 -0.1003313422244056 0.074719744812833097
leaf_weight=0.0035989896071091368 0.57378424073042456 2.1201604374357497 0.59042694433185261 0.55179364767434425 1.4722638583895107 0.0060099181160567783 0.018920202889141535 0.0075951697581331246 0.0010795517610890926 0.49868795364996643 0.0092347173194866627 0.0091559376637106171 0.0028813392674950367 0.0084720195576443412 0.0052295880377641879 0.0047698080712147975 0.0032024921647143302 0.0049683415415131549 1.03472642244742 38.347016018488574 0.067132923652252319 0.53256126241623125 0.0028828429785793244 0.013929491075032274 0.0092902593314647675 0.0089871186623892152 0.0079612145200371742 0.0074269486769358304 0.035938824045558704 0.0030662510052934522
leaf_count=67 19 154 41 17 83 90 35 5 37 10 4 29 48 11 9 28 39 23 9 3026 7 23 18 11 4 16 1 43 74 53
internal_value=-4.57193e-07 -0.000106323 -0.00512032 0.00122952 0.000166983 -0.00438221 -0.0355043 0.0160576 -0.0739669 -0.00248135 -0.0191123 -0.00132945 0.00601121 -0.00815793 -0.059969 0.0114676 -0.00363289 -0.0483241 0.00122636 3.55106e-05 0.00191243 0.00960991 3.46811e-05 -0.0170064 -0.0534428 0.0316756 -0.00665325 0.0481294 -0.087501 -0.00999198
internal_weight=45.9632 42.3206 1.16421 3.64259 3.0908 0.583806 0.0336048 0.0146846 0.00708947 0.550201 0.0515132 0.0422785 0.0386795 0.0295236 0.00811093 0.0214127 0.0166429 0.00817083 2.50699 41.1564 2.80934 0.689177 0.622044 0.089483 0.0511782 0.0383048 0.0243753 0.0153882 0.0418879 0.00594909
internal_count=4034 3490 60 544 527 435 167 132 127 268 258 254 187 158 57 101 73 62 92 3430 404 250 243 220 149 71 60 44 145 71
is_linear=0
shrinkage=0.1


Tree=565
num_leaves=31
num_cat=0
split_feature=3 3 3 4 4 4 1 4 2 3 0 4 0 1 0 2 1 1 1 0 2 3 0 1 1 1 0 4 0 4
split_gain=0.000561807 0.00660753 0.00221886 0.0106809 0.0605634 0.00204666 0.00500789 0.00219007 0.0018742 0.00147198 0.00400993 0.00326735 0.00315932 0.0108103 0.00558043 0.00542745 0.00285435 0.00228507 0.0113159 0.0217711 0.00657712 0.00347505 0.00899424 0.00398519 0.00469436 0.00270261 0.00243617 0.00563215 0.0474024 0.00908873
threshold=0.11660000000000002 0.11148000000000002 0.10507500000000002 40.984321400500008 38.334060527150008 41.436838994450007 62.272755675600003 40.280372415600006 -0.054619999999999995 0.094175000000000023 97.39208423365001 40.844669808050007 85.995710218650018 62.041548276350007 86.756543869550015 -0.086719999999999992 61.923256118600001 61.93938686740001 61.901748453550006 86.420486603250012 -0.06483499999999999 0.090390000000000012 85.877418060900013 61.622148808000013 58.167480110400007 57.576019321700009 86.103248543850015 41.535369675400013 86.054856297550018 41.872294782850005
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -7 8 -2 17 12 -12 16 -14 -15 -16 -11 18 21 20 -20 22 23 24 25 -1 27 -19 29 -29
right_child=5 -3 3 -5 -6 6 -8 -9 -10 10 11 -13 13 14 15 -17 -18 26 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0063762814442971487 -0.00685486739386066 0.0098760646999882535 0.0030027526232792273 0.0014548919267926709 -0.066230947042838328 -0.0081683479112800213 0.00067622451052714184 0.0027560215922673428 0.00035140758277517033 0.0019783324070062869 -0.0091048590672500786 0.00032694363966662815 0.015935324190790603 -0.007016139769127858 -0.00082979245436114321 0.0087115471659977885 -0.0060701786330799833 0.00044550017517029357 -0.021149201104745316 -0.084251608803107003 0.06435892918371787 -0.00017822326503505117 -0.070347406644718738 0.06229637598225183 -0.083564489073460063 0.075670100965466877 -0.00032005279019674347 0.0070208770540086439 0.094198788908960968 -0.0287078257726011
leaf_weight=0.033710960418184138 0.55394375967205745 0.68497026861884691 0.53516666610962538 1.6057795953548235 0.16539986101095394 1.0964726278906485 1.53834756164224 2.1082477420604278 1.035659349360089 1.4815741766899475 0.56576510522156098 1.0469644085436609 0.66865810510353219 0.57185754447709802 1.1818995741645051 1.2030070642936141 0.62715108569386746 2.6321885097367943 0.019330160480286573 0.047684864315669984 0.016825048593972269 1.0160401367613472 0.025861744785288465 0.0089400206214114153 0.0074098782959097628 0.0045575826776200609 24.764880608992261 0.5529697113575186 0.061751028028083965 0.081720137812210769
leaf_count=290 74 78 46 53 37 34 35 37 31 46 110 67 31 11 87 66 56 130 41 17 7 30 12 17 77 26 2243 17 22 206
internal_value=-9.69209e-08 0.000139719 -3.16044e-05 -0.00304004 -0.0133429 -0.00087467 -0.00300442 0.000642834 -0.00215983 0.000157864 0.00142341 -0.00298185 0.00266238 0.00445255 0.00185577 0.0039831 -0.000415357 -0.000159749 -0.00447002 -0.0398795 0.0186425 -0.00176261 -0.0217651 0.0012386 -0.0107114 0.00339501 2.1349e-05 0.00256137 0.0105583 0.00242059
internal_weight=45.9447 39.6121 38.9271 2.30635 0.700567 6.33267 2.63482 3.69785 1.5896 36.6207 7.34688 1.61273 5.73415 3.62542 2.95676 2.38491 2.10873 29.2739 1.18036 0.0838401 0.0361552 1.09652 0.0804802 0.0546184 0.0456784 0.0382685 28.0935 3.32863 0.696441 0.63469
internal_count=4034 3823 3745 136 83 211 69 142 105 3609 474 177 297 195 164 153 102 3135 517 65 48 452 422 410 393 316 2618 375 245 223
is_linear=0
shrinkage=0.1


Tree=566
num_leaves=31
num_cat=0
split_feature=2 2 3 1 1 3 2 1 1 3 3 3 1 2 0 2 1 0 2 1 1 2 4 4 3 4 3 0 2 0
split_gain=0.000729568 0.0123585 0.035466 0.0120292 0.0244271 0.0204848 0.00249074 0.00757077 0.00202509 0.0198696 0.0184735 0.0386232 0.014565 0.0120891 0.0125355 0.00680533 0.00592757 0.0022196 0.00731491 0.0076546 0.00459125 0.0277858 0.0503901 0.0140688 0.00731754 0.0147709 0.0154443 0.00651344 0.00618437 0.00802831
threshold=-0.06483499999999999 -0.054619999999999995 0.11002000000000002 61.998532946250002 67.192634054300015 0.091375000000000026 -0.072524999999999992 71.787208999250012 75.271450736300025 0.10828500000000003 0.088220000000000021 0.087245000000000031 78.468027453400012 -0.083424999999999985 97.878695155250014 -0.088224999999999984 82.457699319000014 86.256490657300006 -0.077729999999999994 73.037342029850024 62.391047833300007 -0.08786999999999999 41.360869295700006 38.748048509250005 0.088145000000000015 42.899217095850013 0.096995000000000012 86.565663342300013 -0.095854999999999996 96.163458868000006
decision_type=2 2 2 2 2 2 2 2 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 17 10 11 12 13 14 -10 -11 -14 -1 19 20 24 28 23 -23 27 26 -26 -19 29 -22
right_child=1 -3 -4 4 5 -7 7 -9 9 15 -12 -13 16 -15 -16 -17 -18 18 -20 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00078181915951324474 -0.0054596227141087798 0.00018777214887621496 -0.059360548323757562 0.089763396989172017 -0.060753907341347113 0.060759694800668833 -0.024797835230458837 -0.00037428574594449484 -0.10035532950568267 0.022951869448434914 -0.0015564769299460355 0.099481912533710859 -0.10056607084210561 0.10022903254898374 0.024743556559185982 0.10042565875803088 0.029154857129551928 0.0051336456935587877 -0.011339040797023164 -0.012029038128528373 0.01539358335758232 0.0096008857149430804 0.068869904526111636 -0.10054886888769594 -0.022747709570337827 0.0036743792901441892 -0.0036071699918794817 -0.001442992365792225 -0.008191732141622032 -3.7302024384696569e-06
leaf_weight=9.0339698358755705 0.040249881130878573 19.957627957040792 0.041746687609474975 0.086446616882994931 0.025669951071556341 0.030189299829544325 0.16725579664761969 0.52624615725754165 0.010841211725335143 0.019678799822177684 1.6635857204145641 0.057000844165230546 0.018518463716350238 0.013760470319538309 0.030671993819810339 0.026750680614099909 0.0043499944086995449 2.1300867257232046 0.68061924484973069 0.57244226958963373 0.43313076740798373 0.021291343511803951 0.14628284836612693 0.025462725735337699 0.69490059616509858 1.0881743701174853 1.0717119767796246 5.1392652020440437 0.60520360507905491 1.5522084098702604
leaf_count=760 15 1309 13 26 42 16 37 44 49 48 232 26 98 2 32 5 404 28 54 87 338 26 36 18 28 15 23 97 74 52
internal_value=-1.38176e-09 0.000450111 0.0237921 0.0428074 0.0564593 0.00491848 -0.000353011 -0.00626465 -0.000189283 0.0029992 0.00133198 0.0368884 -0.00877051 0.0189993 -0.00792613 0.067589 -0.0758908 -0.000442929 -0.00122427 -0.000713566 -0.000211738 0.00338508 0.0399854 -0.0503878 -0.00120066 -0.00549074 -0.0111361 0.000484113 0.000657769 0.00335542
internal_weight=45.9153 20.1819 0.224302 0.182556 0.142306 0.0558593 25.7334 0.693502 25.0399 1.84516 1.79873 0.135143 0.0781421 0.0552737 0.0415132 0.0464295 0.0228685 23.1947 14.1608 13.4802 12.9077 2.78358 0.193037 0.0467541 10.1241 2.85479 1.76661 7.26935 2.59054 1.98534
internal_count=4034 1421 112 99 84 58 2613 81 2532 896 843 611 585 83 81 53 502 1636 876 822 735 544 80 44 191 66 51 125 464 390
is_linear=0
shrinkage=0.1


Tree=567
num_leaves=31
num_cat=0
split_feature=1 4 4 2 2 2 4 0 4 3 4 1 4 0 4 4 2 1 1 3 0 3 3 2 4 4 2 2 1 1
split_gain=0.000701527 0.00438764 0.00529767 0.015121 0.0422255 0.0125152 0.00782621 0.0776496 0.00343477 0.00336243 0.00478151 0.00309932 0.00295331 0.0075396 0.00229275 0.00209132 0.0105011 0.0273653 0.0123435 0.0108729 0.0214215 0.0151087 0.00849538 0.00486131 0.00726296 0.0048259 0.00394274 0.00367043 0.00686076 0.0057945
threshold=61.993156030000002 40.467253020850002 42.686561923500008 -0.082424999999999998 -0.087234999999999993 -0.22932499999999997 41.436838994450007 86.054856297550018 41.319407281650008 0.093325000000000033 38.969453495950006 61.93400995115001 40.633548727200008 86.479632682150012 49.283271594150008 42.488347682450005 -0.101395 62.095317438950012 62.181348099150007 0.087125000000000022 97.39208423365001 0.084090000000000012 0.080770000000000022 -0.085584999999999994 43.218894539100006 43.487767439550005 -0.2351 -0.083064999999999986 62.095317438950012 62.391047833300007
decision_type=2 2 2 2 2 2 2 2 2 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 6 4 5 14 8 -8 12 11 -11 -1 -3 -14 -4 -2 17 -17 -19 21 26 22 25 24 -18 -20 -21 -25 -29 -30
right_child=15 2 3 -5 -6 -7 7 -9 -10 10 -12 -13 13 -15 -16 16 23 18 19 20 -22 -23 -24 27 -26 -27 -28 28 29 -31
leaf_value=-0.0079965515782854362 0.00057116553652929256 -0.0012412716019938146 0.021748453783990165 -0.00020069457152586102 0.095400607426920025 -0.10040339196504917 0.00063971200203319205 -0.086278379878367631 0.0026926244328796915 3.9259765229543493e-05 0.0087293103076177461 0.0027260195643938443 -0.01572234311313472 0.0008939709910318781 -0.043843912817228832 0.093535637339290101 -0.015524307608525087 -0.10149492714813796 0.095958490113386918 -0.030989230365021044 0.054650839404030462 0.090720783035158348 -0.078079477971185127 0.0067244638389096709 0.00019183715373780592 -0.014135537899819818 -0.094807053073088829 -0.012170059073769952 0.0084657867660134049 -0.0017397620091493715
leaf_weight=0.55362898378862746 29.483164184805091 1.4940255809221419 0.023707695725141309 1.0143419452945002 0.059539315681831795 0.016812137288525264 0.63851024902549003 0.12250188415055163 1.0289022836229831 1.4337293588941977 1.1339515670733815 0.52538280609221744 0.59297994288073119 0.50616838003043085 0.0068742422213290402 0.041748274222297849 0.59744793401676133 0.010862906732654665 0.0071517559068356986 0.018229642872938712 0.024406468968130035 0.029779637971181439 0.011409115897027408 0.59124628000140589 0.57904180465688526 0.0089820043169435565 0.020643792820919771 0.54871745918080872 0.6431877826234994 4.1204052424405804
leaf_count=161 1998 20 101 94 8 32 104 22 13 44 30 36 101 6 10 19 66 4 23 19 31 20 123 23 70 350 41 56 77 332
internal_value=1.78591e-06 -0.000781622 -0.0025639 0.0035698 0.0393357 -0.0310964 -0.00413302 -0.0133517 -0.00219614 0.00190857 0.003877 -0.00277561 -0.00413587 -0.00807037 0.00700453 0.000196933 -0.00132425 0.0230021 0.00060339 0.00979959 -0.0187779 0.0413471 -0.0120362 -0.0019194 -0.00778917 0.0346668 -0.0648798 -0.00074964 -0.00158149 -0.000361793
internal_weight=45.8875 9.15106 5.50436 1.12128 0.106933 0.0473941 4.38309 0.761012 3.62208 3.64669 2.56768 1.07901 2.59317 1.09915 0.0305819 36.7364 7.25326 0.173214 0.131465 0.120602 0.0632799 0.0573225 0.0275429 7.08005 1.17649 0.0161338 0.0388734 5.90356 5.31231 4.76359
internal_count=4034 782 511 245 151 143 266 126 140 271 74 197 127 107 111 3252 1254 630 611 607 91 516 496 624 136 373 60 488 465 409
is_linear=0
shrinkage=0.1


Tree=568
num_leaves=31
num_cat=0
split_feature=3 3 3 0 1 3 4 4 2 3 0 0 2 3 1 1 1 2 3 0 3 0 1 3 4 3 2 1 0 3
split_gain=0.000802128 0.00531175 0.00237955 0.00387879 0.00224155 0.00153677 0.00916597 0.0314603 0.0318712 0.00143007 0.00343953 0.00318826 0.00933623 0.00512427 0.00472347 0.0389395 0.00803228 0.00309035 0.026269 0.00356844 0.00859834 0.00400614 0.00247029 0.00227161 0.00810348 0.00445195 0.00290349 0.0096375 0.0286287 0.00862705
threshold=0.11660000000000002 0.11148000000000002 0.41214500000000009 86.103248543850015 62.079186690200011 0.10507500000000002 40.984321400500008 35.509685375550013 -0.073609999999999995 0.094175000000000023 97.39208423365001 85.995710218650018 -0.032369999999999996 0.09551500000000003 62.057679025150001 67.192634054300015 65.536543845950021 0.20949500000000004 0.10433500000000002 99.744485097750015 0.096010000000000026 100.91127592640002 61.923256118600001 0.092260000000000023 41.243661560350013 0.091935000000000031 -0.093879999999999991 62.00390986255001 85.812895065800021 0.089305000000000023
decision_type=2 2 2 2 2 2 2 2 2 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 -4 9 7 -7 -9 23 11 22 13 -13 -15 16 -16 18 19 -12 -21 -22 -11 25 -25 26 27 28 29 -1
right_child=2 -3 4 -5 -6 6 -8 8 -10 10 17 12 -14 14 15 -17 -18 -19 -20 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0074840792416461886 -0.007762894991504188 0.0089423872787829425 0.0048006145154189193 -0.0006136580796576778 -0.0011531960855022097 0.00047751405694253533 0.0016520862284862125 -0.10175418242042936 -0.0149698047844512 0.0017051608622124675 -0.079745559128070076 0.0074350096053732483 0.015116429821793669 0.003136234608911115 -0.02678130733521605 0.00581241030434629 -0.066847197279838053 0.00064959092973544024 0.00019407099943387273 0.032628118559905814 -0.022494908198256575 -0.10028407216671205 -0.0057912286245454716 9.9160866767775683e-05 -0.012870997940660218 0.0063821560399175345 -0.00082732027270619897 0.0018901341343543548 -0.10264633970510229 0.087984799930651308
leaf_weight=0.042492095626019188 1.0675869040823038 0.67825657065701861 1.0626489974092694 2.6244740332329357 1.5616323464048631 0.5135571857674498 1.6077862401932548 0.068570744466026956 0.11052572090997603 1.4789395994492918 0.044343214311964529 1.0859200421667767 0.66099842339917847 1.0723527102963997 0.1100585801177657 0.59719097590232195 0.091749660321511328 1.0286704266893876 0.5027676161736423 0.011901341730890191 0.011054946920012299 0.016504423914166289 0.62550655651551768 2.0858060180993685 0.62635866769184279 1.0961256806957909 17.778729637895978 7.5465301941845482 0.034413671077345498 0.012178151833438733
leaf_count=327 40 78 20 84 67 18 53 29 36 46 38 22 42 18 33 66 14 28 10 26 6 69 56 76 75 31 1516 1075 13 22
internal_value=1.89459e-06 0.000169059 -0.00104453 -0.00268091 0.00125768 1.59347e-05 -0.00249103 -0.012108 -0.048197 0.000173676 0.00142176 0.00257198 0.00437206 0.00197052 -0.00120044 -0.00702078 -0.0449968 -0.0026534 -0.00844585 -0.0602796 -0.0384051 -0.0690803 -0.000522998 -0.000139724 -0.00289622 0.000142281 -0.000126846 0.00150414 -0.0311948 0.0137822
internal_weight=45.8556 39.5393 6.31634 3.69206 2.62428 38.861 2.30044 0.692654 0.179096 36.5606 7.33796 5.72272 3.61827 2.95727 1.87135 0.798999 0.201808 1.61524 0.586572 0.0838039 0.0394607 0.0275594 2.10445 29.2226 2.71216 26.5105 25.4143 7.63561 0.0890839 0.0546702
internal_count=4034 3823 211 124 87 3745 136 83 65 3609 474 297 195 153 131 113 47 177 149 139 101 75 102 3135 151 2984 2953 1437 362 349
is_linear=0
shrinkage=0.1


Tree=569
num_leaves=31
num_cat=0
split_feature=0 1 4 4 0 4 0 0 3 1 3 3 0 1 4 3 1 0 0 2 1 4 4 3 2 4 0 4 1 4
split_gain=0.000778964 0.00350138 0.0027585 0.0581119 0.0365922 0.0169329 0.00508959 0.014026 0.02204 0.00844984 0.0114627 0.0517077 0.00777981 0.0185864 0.0311825 0.00692579 0.00341495 0.00297933 0.00272496 0.00270506 0.0233871 0.00896644 0.0101679 0.0057452 0.00346392 0.00480667 0.00224136 0.00562271 0.0021908 0.00371107
threshold=87.170566421650008 62.116825104000007 42.67709657435001 43.157831852650006 90.407470010750018 42.865207177650007 91.066142252700018 93.399723909900004 0.085335000000000022 62.391047833300007 0.08729000000000002 0.097970000000000015 94.047642319350018 69.873026810350026 38.748048509250005 0.096885000000000013 64.407391431150018 94.625660817400004 92.805574663100018 -0.084794999999999995 66.590419433100024 43.680097826700013 47.709122305950011 0.089505000000000015 -0.18231499999999998 49.122847560300009 86.83719761350001 40.206947806850003 71.015621515800021 34.883496062400006
decision_type=2 2 2 2 2 2 2 2 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 6 4 -4 -6 9 8 -8 -3 16 -12 13 -9 -15 -10 -11 -14 -7 20 -5 -22 -23 24 -24 -26 -1 -28 29 -19
right_child=1 2 3 19 5 18 7 12 15 10 11 -13 17 14 -16 -17 -18 28 -20 -21 21 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00018405926216762833 0.0073528884337842812 -0.0007460791750245558 -0.10177748730522301 0.098478761988427185 -0.095878003472250201 0.079154372259470543 0.0097327931390506356 0.060038975124934037 -0.084701634104266912 0.0073684757606985833 0.062416297543214053 0.004114180967213707 -0.0073119007486691645 -0.075529531214925782 0.039341832105335039 -0.033965833390350274 -0.0035935818587053275 -0.0020563151284670785 0.020577686580267231 -9.5189494607848222e-05 0.033212095189473635 -0.094827275332892993 -0.10034592566971395 0.050273440447627597 0.099939780683926963 -0.10005179205068152 0.0030662983728550275 -0.010932835946949312 -0.00019855493325152685 0.0094756479600122991
leaf_weight=21.655814555425646 0.70434828438738151 2.075290660024625 0.093031444892405335 0.025705741609272928 0.011345003050609037 0.01409158428577939 0.091018846141991072 0.071866532103739611 0.049259549458895435 0.54696598498412663 0.1944504761850111 0.69878416832943913 0.5540511796955262 0.039539540608302559 0.058735113343573175 0.059288971828379999 0.59151515478879446 0.49964597122743615 0.01819706342019245 2.5849828730864228 0.025716251701656478 0.019465303649205068 0.0060164088837727087 0.012237753296631126 0.0027636014882476551 0.0021264791427828972 0.51760089013259747 0.64373181389237288 13.31654720554398 0.6320764961783425
leaf_count=1327 56 33 16 15 25 8 30 21 43 32 32 61 85 19 39 20 59 3 44 261 33 231 25 13 13 197 5 44 1194 50
internal_value=3.97268e-07 0.000411097 0.000191788 -0.0027339 -0.0663401 0.009216 0.000614693 -0.000220822 -0.0265589 0.00374193 0.00832619 0.0168061 0.00012561 0.0213889 -0.00687518 -0.0569898 0.00167297 -0.000115537 0.046142 0.000510861 0.0171715 -0.0134181 -0.041561 0.00323828 -0.0495381 0.0129723 -0.000413577 -0.00469348 0.000160423 0.00438438
internal_weight=45.8162 22.9991 22.2947 2.81568 0.136665 0.0436337 19.479 15.372 0.199567 4.10701 2.03172 0.893235 15.1725 0.170141 0.0982747 0.108549 1.13848 15.0023 0.0322886 2.67901 0.0940315 0.0683258 0.0426095 0.0231442 0.0109065 0.00489008 22.8171 1.16133 14.4483 1.13172
internal_count=4034 2658 2602 881 93 77 1721 1504 93 217 184 93 1411 79 58 63 91 1332 52 788 527 512 479 248 235 210 1376 49 1247 53
is_linear=0
shrinkage=0.1


Tree=570
num_leaves=31
num_cat=0
split_feature=2 2 4 4 0 2 4 1 3 3 0 0 0 0 1 3 0 2 2 4 0 3 1 0 2 4 1 4 4 1
split_gain=0.000753526 0.00966068 0.0414957 0.0561536 0.016728 0.00270217 0.0019624 0.00193633 0.011301 0.0370704 0.0124045 0.0307 0.0136461 0.012485 0.00469768 0.00439449 0.00233813 0.00208096 0.0151805 0.0785092 0.0129176 0.0371048 0.0319964 0.0159435 0.00707751 0.00289051 0.00626963 0.00431249 0.00274736 0.0263424
threshold=-0.06828999999999999 -0.055334999999999995 40.241071441700008 39.749124837650008 86.329079026800017 -0.072524999999999992 39.110279783550006 74.739136026450012 0.088220000000000021 0.087245000000000031 97.521130223850008 98.413698323200009 101.55650587770002 102.03236296680001 72.187789260650007 0.086230000000000015 97.096353839300008 -0.083424999999999985 -0.087234999999999993 41.535369675400013 86.83719761350001 0.079470000000000027 70.727956495850009 87.350693116400024 -0.078504999999999991 42.67709657435001 62.020040611300011 43.111435027700004 42.402981339000007 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=5 2 3 6 -4 7 -2 14 9 10 -9 -12 -13 -14 17 -15 -10 18 28 -20 25 -22 23 -23 -25 26 -19 -27 -1 -30
right_child=1 -3 4 -5 -6 -7 -8 8 16 -11 11 12 13 15 -16 -17 -18 20 19 -21 21 22 -24 24 -26 27 -28 -29 29 -31
leaf_value=0.0003496552727751487 0.026640128929152043 0.00020814706365690906 0.011231163488372518 -0.10178603865205993 0.077968848786892739 -0.0068539047561255693 0.067832548809768314 -0.10032264647942449 0.006853124958566513 0.096009947817516456 0.098674400663651574 -0.10061460431800091 0.092110002985497708 -0.1002358851317444 -0.009366806787279261 0.080194140822485549 -0.00054843466459886887 0.0017144615704383925 -0.047394570637011163 0.060000819513899621 0.0016994953729530784 -0.10106679830715531 0.029966852736054747 -0.067918685261289108 -0.023236676559949196 0.010448212694941937 -0.0062108223311284879 -0.00041141428328655245 0.00159802607229484 -0.037253137938232948
leaf_weight=13.358168477263193 0.021311413937484924 19.964840016499423 0.061973087284059147 0.052555405389284715 0.095333282435547062 0.62530244023433823 0.025288895206927009 0.013425227922547911 0.52888458848021036 0.052409151669635889 0.022731899291841273 0.021706935207912888 0.010056979209821293 0.0076839553889344638 0.58381705073860501 0.0016375406029278672 2.2111234686561385 2.4413506091341324 0.10438290963613006 0.19566185330768349 0.51240586925996456 0.068136668473016471 0.047021217843436602 0.062075673853339453 0.082648448415966413 0.57106927828135656 1.6886031957756129 1.016727505685594 1.1290519002927606 0.20642925866638773
leaf_count=630 32 1323 21 27 33 54 12 60 7 27 8 39 9 445 88 31 301 27 23 34 7 36 23 31 22 59 46 28 206 345
internal_value=-2.54994e-07 0.000455877 0.0197409 -0.0309237 0.0516766 -0.000361079 0.0489943 -0.000198271 0.00224531 0.0310943 -0.012951 0.0054293 -0.0461617 0.0148341 -0.000516034 -0.0685391 0.000880237 -0.000275516 0.000371994 0.0226389 -0.00177143 -0.0139106 -0.0446889 -0.0611805 -0.0424019 -0.00013181 -0.00152593 0.00349437 -8.26976e-05 -0.00440731
internal_weight=45.7838 20.2213 0.256462 0.0991557 0.157306 25.5625 0.0466003 24.9372 2.86966 0.129652 0.0772425 0.0638173 0.0410854 0.0193785 22.0675 0.0093215 2.74001 21.4837 14.9937 0.300045 6.49004 0.772288 0.259882 0.212861 0.144724 5.71775 4.12995 1.5878 14.6936 1.33548
internal_count=4034 1448 125 71 54 2586 44 2532 927 619 592 532 524 485 1605 476 308 1517 1238 57 279 119 112 89 53 160 73 87 1181 551
is_linear=0
shrinkage=0.1


Tree=571
num_leaves=31
num_cat=0
split_feature=0 0 4 4 2 1 4 1 2 2 3 2 2 2 2 2 4 3 3 3 2 3 1 0 0 3 1 4 3 1
split_gain=0.000705824 0.00298437 0.0017379 0.016237 0.0756867 0.0120308 0.0767341 0.0108251 0.0107479 0.00445101 0.00452803 0.00388794 0.00385218 0.00755618 0.00903698 0.00342115 0.00329509 0.00509088 0.0147686 0.0912787 0.00584438 0.0126939 0.00617159 0.025899 0.0109615 0.00545125 0.00437638 0.00536468 0.00532108 0.00609347
threshold=87.170566421650008 87.638358136350021 42.67709657435001 41.975471476700008 -0.080574999999999994 62.111448187750007 42.957059535450007 62.181348099150007 -0.099639999999999992 -0.082334999999999992 0.092835000000000015 -0.097294999999999993 -0.098419999999999994 -0.099639999999999992 -0.14654999999999999 -0.14910499999999999 41.806790701050012 0.091290000000000024 0.086355000000000029 0.08729000000000002 -0.085584999999999994 -0.032704999999999991 62.111448187750007 86.420486603250012 85.705356740550016 0.089415000000000022 62.020040611300011 40.413896136950008 0.10249000000000003 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=2 -2 3 16 11 9 -7 -8 15 10 12 -5 13 14 -4 -9 17 18 20 -20 22 -22 23 24 -1 -21 28 -28 29 -19
right_child=1 -3 5 4 -6 6 7 8 -10 -11 -12 -13 -14 -15 -16 -17 -18 26 19 25 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.018809009943862049 0.0066589214833840463 0.00018365018442919833 -0.00602977945299326 -0.061875014796380093 -0.00098242244458828887 0.09358584001020516 -0.10098365642824383 -0.0070955915463019412 -0.10017923378278762 -0.007564023748262246 0.010123938301839349 -0.10168806456752302 -0.0037403870415937436 0.0019895559458140946 0.06470138892720366 0.097117992799152661 0.004061166788304987 0.0083027917199018416 0.0036409856513960255 -0.065834983169308234 9.1209810868842178e-05 -0.01663328351000776 -0.0006784327453341957 0.0039594823675251668 0.089791650805409531 -0.10242678225839506 -0.00054260442724975112 0.0065359359677151264 -0.0026194347350733706 -0.0013425590628038241
leaf_weight=0.011239844053684167 0.73533672305504083 22.203375633740134 0.030389102774335042 0.035277714542640837 0.57861615188205817 0.078775307107207593 0.030852310114312331 0.0058034369644701647 0.0077167168397129773 0.54937205732010319 0.57557450221224815 0.080498190269281622 1.068904336879996 0.50671960413455974 0.044536024464832735 0.0068899508478352809 1.6688521916182626 1.1499214711836585 0.52494314316936641 0.09677619704168805 1.5969485003394086 0.63400033707876291 1.4971491407865498 0.51349415630102158 0.053687668521888554 0.070277442757841868 2.0922405598927147 2.1928106982169311 5.5716009422758361 1.5217521192971615
leaf_count=201 70 2588 122 20 79 62 18 62 28 114 21 41 68 2 30 5 48 55 29 34 62 48 31 2 9 26 39 34 77 9
internal_value=-3.97888e-07 0.000391225 -0.000394479 -0.000728198 -0.0157504 0.00189002 0.0316184 -0.0636075 -0.007109 0.000497191 0.00248657 -0.0895568 -0.000176708 0.00637236 0.0360133 0.0494714 -0.00018478 -0.000589066 -0.00328724 -0.0168472 -0.00110834 -0.00466163 0.00271094 0.0114838 0.0709914 -0.0812287 0.000487446 0.00307973 -0.000860086 0.00280892
internal_weight=45.7343 22.9387 22.7956 19.8901 0.694392 2.90553 0.130038 0.0512624 0.0204101 2.7755 2.22612 0.115776 1.65055 0.581645 0.0749251 0.0126934 19.1957 17.5268 4.99852 0.691997 4.30652 2.23095 2.07557 0.578422 0.0649275 0.167054 12.5283 4.28505 8.24327 2.67167
internal_count=4034 2658 1376 844 140 532 175 113 95 357 243 61 222 154 152 67 704 656 442 89 353 110 243 212 210 60 214 73 141 64
is_linear=0
shrinkage=0.1


Tree=572
num_leaves=31
num_cat=0
split_feature=2 2 4 4 4 2 2 3 4 4 3 0 2 3 3 2 4 1 3 3 3 0 0 0 0 2 2 3 0 2
split_gain=0.000737386 0.00855189 0.0362186 0.024032 0.0326516 0.0158728 0.00206555 0.00172048 0.0131691 0.0250842 0.00512426 0.00230884 0.00353834 0.00207924 0.00704237 0.00247557 0.00889938 0.00169032 0.0172338 0.014672 0.0318079 0.0119905 0.012363 0.0111421 0.0109716 0.0131458 0.00683975 0.00395964 0.0022083 0.00563215
threshold=-0.06828999999999999 -0.055334999999999995 41.147265497500008 39.749124837650008 40.241071441700008 -0.058374999999999996 -0.072524999999999992 -0.09053499999999999 38.903925214650009 38.064633603500006 -0.094699999999999993 93.133566555000002 1.0000000180025095e-35 0.078905000000000017 0.049900000000000007 -0.046635000000000003 39.861052345600008 75.271450736300025 0.10828500000000003 0.088220000000000021 0.087245000000000031 98.413698323200009 101.55650587770002 102.03236296680001 97.752337623100019 -0.083424999999999985 -0.088224999999999984 0.086230000000000015 86.256490657300006 -0.077729999999999994
decision_type=2 2 2 2 2 2 2 2 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 -2 17 8 9 10 11 -3 -13 14 -9 16 -15 28 19 20 21 24 -23 -24 25 -19 -20 -25 -1 -30
right_child=1 7 -4 4 -6 -7 -8 13 -10 -11 -12 12 -14 15 -16 -17 -18 18 26 -21 -22 22 23 27 -26 -27 -28 -29 29 -31
leaf_value=0.00077508635340835762 -0.018669489211745643 0.061608388402121787 0.063702842820768532 -0.10161972076831345 0.016152552077200035 0.10014941318977599 -0.0060321748759972005 -0.00017949147452816388 -0.00037788513205937917 -0.1036182063101093 0.10012424513364336 0.046433649905947449 -0.073709237150843779 0.0044470893985972988 0.012710871757731258 0.00033873707203282933 -0.013533603598310968 -0.10029729230729556 0.020259970062661239 -0.0011762638830590411 0.099098378573186152 -0.10055607988288214 0.090523676337430886 -0.1002134681347074 0.097706950799231126 0.10017413115015382 0.10023736239498011 0.077126620371710308 -0.00078299241295812509 -0.010172190559997397
leaf_weight=8.9975056196542855 0.020778446253430616 0.0041009286505868667 0.10411530970736749 0.047322167636593804 0.046842869953252375 0.02449938083009584 0.62597849921818038 1.5562177471446212 0.57508312140573314 0.034823805612177239 0.0074808557983581095 0.004005882830824703 0.0063168449914456914 0.54934945892497455 0.58245578023202416 16.09156072711561 0.5517049337673825 0.0086848592247932288 0.019119511234499509 1.6641335399648101 0.046876630072951286 0.019653389469159063 0.0092496962938639626 0.0069554807900283379 0.015385298473120201 0.0052473125979300437 0.02426287995911014 0.0015373237176021792 13.364756179837922 0.67095005282138309
leaf_count=760 29 9 37 27 17 15 54 48 198 15 2 3 52 20 78 872 26 55 48 232 26 38 9 445 6 1 5 31 822 54
internal_value=-1.09968e-06 0.000450035 0.019075 -0.0142464 -0.0430333 0.0456222 -0.000358863 0.000222802 -0.00491227 -0.0508796 0.0329642 -0.00186849 -0.0270861 0.000390634 0.00333113 2.48513e-05 -0.00456249 -0.000215976 0.0027169 0.00119723 0.0359698 -0.00838794 -0.0459252 0.0145894 0.0394928 -0.0247932 0.0649897 -0.0681123 -0.000447862 -0.00123183
internal_weight=45.687 20.2067 0.243558 0.139443 0.094165 0.0452778 25.4803 19.9631 0.631811 0.0567283 0.0219045 0.0144237 0.0103227 19.3313 2.13867 17.1926 1.10105 24.8543 1.82111 1.77772 0.11359 0.0667134 0.0373959 0.0177425 0.0293175 0.0139322 0.0433824 0.0084928 23.0332 14.0357
internal_count=4034 1448 125 88 44 44 2586 1323 279 81 66 64 55 1044 126 918 46 2532 896 843 611 585 523 485 62 56 53 476 1636 876
is_linear=0
shrinkage=0.1


Tree=573
num_leaves=31
num_cat=0
split_feature=0 4 2 2 1 4 2 3 0 0 3 3 4 0 0 3 0 3 1 3 3 3 3 0 4 4 0 4 0 4
split_gain=0.000660129 0.00268816 0.0142733 0.0294907 0.00973405 0.0246484 0.00808821 0.0116951 0.0151245 0.0146587 0.010185 0.0103129 0.00432404 0.00309011 0.0127752 0.0199078 0.0102452 0.0141919 0.00787208 0.0254303 0.0537367 0.0160382 0.00688531 0.00405946 0.00307305 0.00197829 0.00633219 0.00271341 0.00587311 0.00192737
threshold=87.170566421650008 42.558389508100007 -0.086719999999999992 -0.096529999999999991 62.116825104000007 41.50623664750001 -0.62218499999999988 0.08674500000000003 96.163458868000006 97.521130223850008 0.083495000000000028 0.08092000000000002 43.182896969600009 91.066142252700018 93.399723909900004 0.085335000000000022 93.953546284800012 0.091470000000000024 62.55235532115001 0.08729000000000002 0.096010000000000026 0.10301500000000002 0.096885000000000013 94.625660817400004 39.337369931850013 39.664548207900005 85.812895065800021 40.159267750750011 86.83719761350001 45.295823381400005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 4 3 6 5 -2 -3 8 10 -9 11 29 -5 18 15 -15 17 -16 -6 24 -21 -22 -17 -18 -20 26 -1 -27 -29 -8
right_child=1 2 -4 12 13 -7 7 9 -10 -11 -12 -13 -14 14 16 22 23 -19 19 20 21 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-0.0010842769501205152 0.061315724104472114 0.097836838477441332 -0.00070019596071199685 -0.101931184191139 -0.00019815439670008069 -0.014706686441178167 0.097251019331023245 -0.085557119452867078 -0.10029318451760616 0.037273703334846711 0.096628084742929998 -0.074076137439303066 -0.050793907381890428 0.0087621931023423028 0.061988845094926831 -0.084242042075996809 -0.0080917281630072235 -0.0042236084004966378 -0.0036733173469509213 0.088837421755594614 -0.026795840037405934 0.02758002029631277 -0.032385594664894241 0.00043981020668955068 0.0067701882272663341 -0.0041153377157726496 0.010741647522229952 3.5425827445860758e-05 -0.0097758733547263152 0.0044405113771934183
leaf_weight=1.4888480467960357 0.088465851891675551 0.0083932310221482009 4.2031057567520893 0.040441158543083944 2.5838133138604489 0.082347903633490205 0.0072206928291791359 0.028091258041058609 0.0078129009991286594 0.014853079230001676 0.022895778354723006 0.0098510948068906146 0.027972726639461598 0.090677232100232597 0.063698648215221421 0.046005588654253415 0.58190248178437443 0.065821768832392991 0.53851905866622451 0.11426612688228477 0.094461248954758048 0.12740039015625371 0.057740008101887952 13.418085229087376 0.59094765956979245 2.0712714584478844 0.65064569637615921 17.899721956877784 0.63164944658637878 0.0032422442114237171
leaf_count=258 27 10 318 26 38 24 20 56 271 24 9 58 29 30 34 43 98 31 35 25 20 41 20 1218 54 34 37 1003 44 99
internal_value=-4.18136e-07 0.000378349 -0.00185167 -0.0301919 0.000904329 0.0246659 0.00378144 -0.00461968 0.0277461 -0.0430738 0.0508973 -0.000645568 -0.0810224 0.000683421 -6.11588e-06 -0.0254652 0.000344203 0.0283399 0.00312251 0.00897678 0.0331233 0.0044286 -0.0553811 8.52011e-05 0.00179082 -0.000382115 0.00251213 -0.000682669 -0.000298996 0.068491
internal_weight=45.6602 22.918 4.37388 0.170774 18.5442 0.170814 0.10236 0.093967 0.0510227 0.0429443 0.0432098 0.020314 0.0684139 18.3733 14.3239 0.194423 14.1295 0.12952 4.04941 1.46559 0.336128 0.221862 0.103746 14 1.12947 22.7421 2.13949 20.6026 18.5314 0.0104629
internal_count=4034 2658 920 602 1738 51 547 537 457 80 186 177 55 1687 1474 93 1381 65 213 175 86 61 63 1316 89 1376 295 1081 1047 119
is_linear=0
shrinkage=0.1


Tree=574
num_leaves=31
num_cat=0
split_feature=3 3 3 2 0 3 4 2 2 2 3 4 4 2 2 2 1 4 0 0 0 1 4 3 4 3 2 1 0 3
split_gain=0.000551937 0.00458985 0.00206771 0.00251123 0.00429257 0.00154643 0.00804237 0.0196692 0.0317299 0.0177397 0.00141771 0.00316349 0.00457506 0.0212126 0.0245633 0.0380257 0.0291934 0.0100963 0.00371282 0.00286086 0.00506815 0.00303145 0.00216109 0.00182218 0.00804659 0.00305884 0.00213765 0.00721844 0.0265453 0.00790245
threshold=0.11660000000000002 0.11148000000000002 0.12201500000000003 -0.028049999999999999 92.501778894350011 0.10507500000000002 40.984321400500008 -0.11963999999999998 -0.073609999999999995 -0.028049999999999999 0.094175000000000023 42.558389508100007 41.218101594450012 -0.032369999999999996 -0.053159999999999992 -0.067109999999999989 62.111448187750007 41.646178195200001 97.39208423365001 85.812895065800021 86.756543869550015 68.20618276945001 40.844669808050007 0.092260000000000023 41.243661560350013 0.091935000000000031 -0.093879999999999991 62.00390986255001 85.812895065800021 0.089305000000000023
decision_type=2 2 2 2 2 2 2 2 2 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 -5 10 7 -7 -9 -10 23 12 18 14 15 16 -14 -18 19 -12 -21 -22 -20 25 -25 26 27 28 29 -1
right_child=2 -3 3 4 -6 6 -8 8 9 -11 11 -13 13 -15 -16 -17 17 -19 22 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0060749318130381156 -0.0066456969421309622 0.0083623841841561335 -0.0013065600051857737 0.009909623573882094 -0.0027126217262444675 -0.0013769650654319836 0.0013404583583500223 -0.099553278447405899 0.023581285666959304 -0.053198782352427157 -0.00076608294267074036 0.0083138035161833355 -0.10103934647762523 0.003247524408759932 -0.1022642294502225 0.077984143857355886 0.033600251539621699 -0.0399722046384067 -0.0078509252249861685 0.012658699033205873 -0.00012052519160690219 0.0066482021504967598 0.0011088878711811244 0.00033796373688421244 -0.012662118576504316 0.0052926008630003419 -0.00072838271899703299 0.0016066570971275632 -0.10216884819374883 0.085760939133668501
leaf_weight=0.042461177438735009 0.56396638369552299 0.66732786658862764 4.6723473252666894 0.57918119322357664 0.50378459553175503 0.49865214074458142 1.6022598724817281 0.059689638837192693 0.067671252433143758 0.054188001371225036 1.4691947063978421 0.60720462189133417 0.049941376948481775 0.58247998517367694 0.04219296700648556 0.033621038659475744 0.038260110975897987 0.036395687867127435 0.56407735494353139 0.62371647334657643 1.6060593630536462 1.1252344022515215 0.51495626751534473 2.0859610452791375 0.61694124480938928 1.0864394802011919 17.695394797713242 7.5009940174655219 0.030626616251538508 0.012023089001857556
leaf_count=327 52 78 111 26 22 9 53 27 26 21 38 76 27 18 7 7 25 31 110 22 35 64 14 76 75 31 1516 1075 13 22
internal_value=2.98651e-07 0.000139731 -0.00086715 -0.000300907 0.00403788 -2.25278e-06 -0.00252715 -0.0116376 -0.0398199 -0.010561 0.000156227 0.00140281 0.000775189 -0.00640781 -0.0344703 -0.0163913 -0.0418574 -0.00226729 0.0017278 0.00291387 0.00452537 0.00266805 -0.00357496 -0.000156519 -0.00262932 9.69614e-05 -0.000126314 0.00127807 -0.0276806 0.0141906
internal_weight=45.6332 39.314 6.31928 5.75531 1.08297 38.6466 2.28246 0.680201 0.181549 0.121859 36.3642 7.29333 6.68613 0.782891 0.200411 0.158218 0.124597 0.0746558 5.90324 4.8242 3.35501 2.73129 1.07903 29.0708 2.7029 26.3679 25.2815 7.5861 0.0851109 0.0544843
internal_count=4034 3823 211 159 48 3745 136 83 74 47 3609 474 398 115 97 90 83 56 283 159 121 99 124 3135 151 2984 2953 1437 362 349
is_linear=0
shrinkage=0.1


Tree=575
num_leaves=31
num_cat=0
split_feature=2 4 4 3 2 0 3 1 0 0 4 2 1 4 1 1 4 3 1 1 3 2 2 0 4 1 3 3 0 0
split_gain=0.000581185 0.00219542 0.00454701 0.00296673 0.00197631 0.00193368 0.00345773 0.00340089 0.0025712 0.00760552 0.0469562 0.00228929 0.00693209 0.00463937 0.00311608 0.00267281 0.00225341 0.00213194 0.0101729 0.00315609 0.00423644 0.00205077 0.00192133 0.0017991 0.00271219 0.0013048 0.0093567 0.0297985 0.0102524 0.0247843
threshold=-0.06483499999999999 42.558389508100007 42.753078181500008 0.088145000000000015 0.070580000000000018 85.963448721100022 0.10249000000000003 63.705703859100005 93.399723909900004 90.767723400200012 40.137820134150012 0.066710000000000019 72.378669787950017 35.879804895950009 76.830756451950009 80.677940036650014 40.890797847750008 0.11531000000000002 62.068432857650002 62.020040611300011 0.10507500000000002 0.22598000000000004 -0.072524999999999992 96.959242474650011 38.625745710700009 74.739136026450012 0.088220000000000021 0.087245000000000031 97.521130223850008 98.413698323200009
decision_type=2 2 2 2 2 2 2 2 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 5 -3 4 -4 6 16 17 9 -9 -11 12 13 -10 -13 23 -2 18 19 20 -7 -16 25 -14 -25 -1 27 28 -27 -30
right_child=1 2 3 -5 -6 7 -8 8 11 10 -12 14 15 -15 21 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.00043568714244745978 0.0053290224529583125 -0.010434419458335622 0.0071715360582060537 -0.0044554665830654951 -0.00020664393666676453 0.010326051643824689 -0.008267496903113394 -0.00086278594567238082 0.0017675229745910419 0.022107310375678722 -0.10175595942156419 -0.0033368797916290918 0.0010564927731215061 0.014445291558601201 0.0071520500247701088 0.0065158014815950866 -0.0037432589568295103 0.00092850622491233339 0.016180640744847048 -0.0045066886609790328 4.0611526083255241e-05 -0.00034810586250339317 -0.0055750861233415452 -0.0003163597265265053 -0.0088686533151579993 -0.10026700907798294 0.00070463122857027322 0.094502421487320853 0.097922363021677533 -0.045385557469504428
leaf_weight=21.96501313708227 0.58085466498843075 0.53365914625362831 0.56317890886201039 1.0414067792608468 1.0215890688599318 0.66346266763957817 0.62415354534731182 0.60325392496088071 0.52155340112221871 0.076012561510651722 0.051236060277346951 2.5404258088842653 2.0460568128619347 0.6463946704755017 0.56375247492718461 0.55901125808582097 0.51788807207859211 2.1006815291475505 0.64521881476684928 0.56839532026788209 1.0101947647053746 1.0318254410079619 0.6768180857257623 1.02307138980899 0.58162190868642927 0.011068969257603908 2.7329794453146441 0.043604415717773293 0.018734326494538323 0.033914911582527255
leaf_count=1605 60 34 128 144 98 45 38 57 8 37 21 69 13 81 53 129 97 24 48 29 8 134 81 24 42 60 308 27 8 524
internal_value=-1.11618e-06 0.000400719 -0.00201929 -0.000309271 0.00241534 0.000851725 -0.00232364 0.00121089 0.00016824 -0.00554908 -0.0277657 0.00060724 0.00196764 0.00878397 -0.00116158 7.65338e-05 0.00105284 0.00335227 0.00511571 0.00193144 0.00411791 0.00230186 -0.000318314 -0.000909462 -0.00341614 -0.000174882 0.00184201 0.0308056 -0.0127843 0.0056081
internal_weight=45.597 20.1149 3.15983 2.62617 1.58477 16.9551 1.7229 15.2322 10.2442 0.730503 0.127249 9.51371 5.37771 1.16795 4.136 4.20976 1.09874 4.98795 2.88727 2.24205 1.67366 1.59558 25.4821 3.65075 1.60469 24.8053 2.8403 0.107323 0.0637182 0.0526492
internal_count=4034 1421 404 370 226 1017 195 822 668 115 58 553 297 89 256 208 157 154 130 82 53 187 2613 79 66 2532 927 619 592 532
is_linear=0
shrinkage=0.1


Tree=576
num_leaves=31
num_cat=0
split_feature=0 3 3 2 2 1 1 3 1 4 1 2 0 3 0 0 0 2 2 1 2 3 1 0 2 1 3 1 3 1
split_gain=0.000678501 0.00329523 0.00485365 0.001173 0.00799034 0.00080783 0.00301611 0.00354088 0.0033472 0.00163248 0.0190678 0.0334992 0.0244981 0.0275919 0.00162078 0.0027261 0.00142654 0.00562313 0.0184051 0.021204 0.0465656 0.0205151 0.0146598 0.0141181 0.00809815 0.00570069 0.00728375 0.00403508 0.00389588 0.00349695
threshold=102.89804648475001 0.089920000000000014 0.090735000000000024 -0.076484999999999984 -0.086139999999999994 77.543197856500015 75.634392583900009 0.08895500000000002 75.408562100950022 42.522337019050006 81.188747081400024 0.059320000000000012 100.27142289135001 0.089850000000000027 96.959242474650011 97.39208423365001 87.170566421650008 -0.117885 -0.122095 69.238550691600025 -0.14429 0.085035000000000013 64.407391431150018 95.620390325650007 -0.14259499999999997 69.873026810350026 0.093580000000000024 66.590419433100024 0.09117500000000002 72.01572794030001
decision_type=2 2 2 2 2 2 2 2 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 6 8 -8 14 10 11 12 -7 -14 16 -16 -1 18 19 20 21 27 -23 24 25 -21 28 -18 29 -27
right_child=1 2 -4 -5 -6 9 7 -9 -10 -11 -12 -13 13 -15 15 -17 17 -19 -20 23 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00034754844297305606 -0.10009870184057137 0.023216486132770574 -0.10030423863015576 -0.0030616183436782867 0.075801251930320515 0.052190749420713833 0.00084683038243083496 -0.010322464979222984 0.0077455705005323996 -0.0008669580238739211 -3.2352035585271462e-05 0.093937720236860547 0.034698941238918334 -0.088312201570525911 -0.0084772184493570914 -0.00083944771296896544 -0.013286822850408773 0.00066658923059096081 0.10009517172635163 0.081830326524680988 -0.095980092648882187 0.10017162082456565 0.01147977551565745 -0.052025415917554475 0.098120775501444282 -0.10013985838454081 -0.10013746665994228 -0.10084845361437911 0.098479455363303811 0.076648417955483106
leaf_weight=22.718212678643784 0.0035622422111939453 0.0051892010902321326 0.0082209339752598032 0.4995371017159802 0.0093891996662590627 0.060436979393147516 0.52885300688465153 0.61261560280347283 0.5595094455366042 1.516280729701809 1.590987951920823 0.061809917875052633 0.032812090076724587 0.041042881599423708 0.56986880355896063 2.5967493604039049 0.0093816129665356129 13.920740747469912 0.023498263952204002 0.010881259934194532 0.047976751782698557 0.031916956941131502 0.044788224773583352 0.011517675973891528 0.037579969165562943 0.0027084264093826249 0.0059048155217169543 0.011987812395318542 0.0053150355633988511 0.0019064545138212097
leaf_count=1374 395 15 217 278 55 30 89 70 28 162 84 17 34 23 20 143 19 724 14 5 14 19 32 18 55 17 17 26 4 36
internal_value=-6.24149e-07 -0.00357174 -0.0525065 -0.00229128 0.0274207 4.1059e-05 -7.80454e-05 -0.00514763 6.44492e-05 0.00154644 0.00359412 0.033016 0.00497579 -0.0336611 -4.28557e-05 -0.00221395 0.000143539 0.000931096 0.015938 0.00702468 -0.0152486 0.0242441 0.0483844 0.0499332 0.0681975 0.0261061 -0.0121863 -0.0624071 0.0401138 -0.0271068
internal_weight=45.5812 0.525899 0.0134101 0.512489 0.0129514 45.0553 41.7519 1.14147 40.6104 3.30337 1.78709 0.196102 0.134292 0.073855 40.0509 3.16662 36.8843 14.1661 0.245363 0.221865 0.146051 0.0980746 0.0767052 0.0758136 0.064296 0.026716 0.0158347 0.0213694 0.00992992 0.00461488
internal_count=4034 960 232 728 450 3074 2724 159 2565 350 188 104 87 57 2537 163 2374 1000 276 262 110 96 51 152 134 79 74 45 57 53
is_linear=0
shrinkage=0.1


Tree=577
num_leaves=31
num_cat=0
split_feature=4 4 0 1 0 3 1 1 4 1 0 0 4 0 1 3 0 2 4 4 2 4 4 2 3 4 4 2 3 4
split_gain=0.000558125 0.00214627 0.00118085 0.0033286 0.0159519 0.00740988 0.00159253 0.00589538 0.0242367 0.00149508 0.00395561 0.0110881 0.00254226 0.00241979 0.00152134 0.00273553 0.001927 0.00155089 0.0013079 0.00145987 0.00125454 0.00297967 0.00532821 0.00525574 0.00334193 0.0020154 0.0021098 0.00192048 0.00417455 0.0133197
threshold=40.003678352300007 40.098777110850008 85.812895065800021 62.025417527550012 85.667718326750006 0.096515000000000031 61.901748453550006 61.987779113750001 42.233786329550007 61.93400995115001 85.732241321850012 82.602876058000007 42.006870117350005 78.626646483100004 55.782817748650011 -0.55648999999999993 67.04476885710001 -0.23349 41.646178195200001 41.32819714970001 -0.037054999999999998 42.094663496250007 41.827117825850003 -0.011675 0.096515000000000031 42.388109226950007 42.536568606950006 -0.075639999999999999 0.07870000000000002 40.377444152000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 -4 8 -8 10 11 13 -13 14 16 -16 -3 -17 19 -11 27 22 23 -22 -25 -23 -27 -9 -29 -30
right_child=1 2 6 4 5 -7 7 20 -10 18 -12 12 -14 -15 15 17 -18 -19 -20 -21 21 25 -24 24 -26 26 -28 28 29 -31
leaf_value=0.00061816359368134066 -0.006297486464469826 0.070959535334083043 0.0028190288728573028 0.0012633849898605063 0.016580003828193003 0.070921167597220017 -0.019406608841444389 -0.0002113741397854968 0.0084269855332320728 0.00064392959050366344 -0.0012662966709445949 -0.10045729744500115 -0.037600978915120403 0.071371271318993373 0.05290977043889477 -0.03788596135416792 -0.082109984292704261 0.012447352018789642 -0.0028175374087646707 0.0070011908607362575 0.0099426471078074667 -0.0069700475625058145 0.011220321262304976 -0.0011797405667314375 0.0069766835095687284 0.0054316362394496026 -0.0011314792834220256 0.0045182087420474592 0.00025830064857221849 -0.016229753502516115
leaf_weight=11.066011097993714 0.56741153600111616 0.0010157230890287519 1.5619425412851367 0.52261240085635652 0.048381591079305508 0.052130395182757638 0.70896617174367083 14.351089331709666 0.55993213626425131 1.0287378275337462 0.53335326228989288 0.016837310194716792 0.010414758929872647 0.0048714347090239576 0.0086435224538945477 0.012150298818710326 0.0043220055168284865 0.012337881094131475 0.54115568595398134 0.55669426848817227 0.6052111513336057 0.5104079494107906 0.6021663383930117 3.569723853500494 0.58460656321508953 0.55574777387664642 4.1278419139487275 0.57842595109332373 1.5349329303717243 0.71967949214104354
leaf_count=1299 48 13 23 144 29 17 49 1249 11 64 8 23 32 31 12 30 163 35 68 11 55 34 30 132 26 19 271 19 12 77
internal_value=2.22906e-07 -0.000198031 -9.60132e-05 0.00168528 0.00828017 0.044764 -0.000291424 -0.000458903 -0.00712436 0.000180281 -0.00421059 -0.0264557 -0.0764359 0.00497108 -0.00343726 0.00454474 -0.0529822 -0.0125265 0.00142728 0.00287616 -0.000154006 0.000704041 0.00235768 0.00123639 -3.19505e-05 -0.00100299 -0.00035271 -0.000681079 -0.00306042 -0.00500474
internal_weight=45.5578 34.4917 33.9243 3.35366 0.623124 0.100512 30.5707 29.0087 1.2689 2.73053 0.603946 0.0705929 0.0272521 0.0433409 0.0384694 0.0331317 0.00533773 0.0244882 2.12659 1.58543 27.7398 10.5557 5.36171 4.75954 4.15433 5.194 4.68359 17.1841 2.83304 2.25461
internal_count=4034 2735 2687 680 190 46 2007 1984 60 490 347 339 55 284 253 77 176 65 143 75 1924 567 243 213 158 324 290 1357 108 89
is_linear=0
shrinkage=0.1


Tree=578
num_leaves=31
num_cat=0
split_feature=2 2 0 1 2 0 3 4 4 3 0 1 3 2 4 2 2 4 0 3 0 4 1 1 3 4 0 0 2 4
split_gain=0.000617955 0.00643714 0.0241295 0.0358505 0.00841567 0.00315954 0.00251603 0.0113767 0.021513 0.00478081 0.0020563 0.00307697 0.00188892 0.00382362 0.0090968 0.00187293 0.00169598 0.00136366 0.023861 0.0499176 0.0296576 0.0342493 0.00334156 0.00763836 0.00334482 0.00308441 0.00181382 0.00130981 0.0031078 0.00334373
threshold=-0.06828999999999999 -0.054619999999999995 86.329079026800017 70.171445662850019 -0.059424999999999999 87.48511602295001 -0.09053499999999999 38.903925214650009 38.064633603500006 -0.094699999999999993 93.133566555000002 71.494167063000006 0.079605000000000023 0.066710000000000019 38.625745710700009 -0.046635000000000003 -0.072524999999999992 41.436838994450007 87.350693116400024 0.087555000000000022 86.054856297550018 41.827117825850003 63.705703859100005 62.014663695050011 0.10301500000000002 40.241071441700008 93.692765846100016 86.256490657300006 -0.077729999999999994 41.872294782850005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 -2 5 -5 -4 7 8 9 10 -3 -12 13 14 -8 -14 27 22 19 -19 21 -21 23 24 -17 -25 -24 -1 29 -29
right_child=1 6 3 4 -6 -7 12 -9 -10 -11 11 -13 15 -15 -16 17 -18 18 -20 20 -22 -23 26 25 -26 -27 -28 28 -30 -31
leaf_value=0.00076603400667972987 -0.017922008438819175 0.057169792478285492 0.087099099689205109 -0.10043614772120124 0.022210431068811137 0.053160345523841926 0.00018061844010097293 -0.0019766298488367697 -0.10320696334610956 0.10010704426598926 0.014900869135265039 -0.10013845101564063 -0.0040540526768710842 -0.00097111647735398431 0.01550852796438636 0.0067672805515607386 -0.0054853803768458841 0.080008918798635448 0.00028216530111804198 -0.10186795641570255 -0.10197622757086924 0.050321066576926081 -0.0056008085959371873 0.0046086578906399623 -0.0016389162806344432 0.014899897246695843 6.2617078509914688e-05 -0.0018672518355273907 -0.007297889144857842 0.0011124842025044682
leaf_weight=8.9823042917496032 0.1119155816168157 0.0039245651132659995 0.053602774860337377 0.017551947782756372 0.0082124468211333124 0.056179332495958079 1.0215665087161956 0.5670999009697254 0.031194063650730186 0.0064589222893187683 0.0061833268555346876 0.0037261360971676538 1.0752445860696251 1.5163487441161274 0.62350729057368415 0.61421150344602526 0.62189186131683527 0.029830975585326436 4.151045566360489 0.024502054356147163 0.081106623278174084 0.03729492624484565 0.6216724068276277 0.5577231152010993 2.0638237941311672 0.60949488298501819 6.2590408165168432 7.8958918216222473 0.69233186230071631 7.2000302379451364
leaf_count=760 33 9 17 50 15 24 9 198 15 2 7 48 34 61 90 55 54 32 256 7 23 51 84 23 27 17 261 805 73 894
internal_value=6.17114e-07 0.00041409 0.0164432 0.0448172 -0.0613423 0.0697315 0.000214814 -0.0060629 -0.0510709 0.029072 -0.00409324 -0.028356 0.000416163 0.00265123 0.00599012 -2.2037e-05 -0.000327531 0.000266035 -0.00123322 -0.03765 -0.0622112 -0.0100208 0.000870404 0.00323148 0.000289058 0.00998251 -0.000449073 -0.000198038 -0.000746521 -0.000446061
internal_weight=45.5449 20.1525 0.247462 0.135547 0.0257644 0.109782 19.905 0.618587 0.051487 0.020293 0.013834 0.00990946 19.2864 3.16142 1.64507 16.125 25.3925 15.0497 4.32378 0.172735 0.142904 0.061797 10.726 3.84525 2.67804 1.16722 6.88071 24.7706 15.7883 15.0959
internal_count=4034 1448 139 106 65 41 1309 279 81 66 64 55 1030 160 99 870 2586 836 369 113 81 58 467 122 82 40 345 2532 1772 1699
is_linear=0
shrinkage=0.1


Tree=579
num_leaves=31
num_cat=0
split_feature=4 2 4 3 4 3 4 0 4 0 2 2 2 4 2 2 1 1 4 0 0 1 4 4 0 4 3 3 3 3
split_gain=0.000683973 0.00264159 0.00710915 0.0090612 0.0106625 0.00523415 0.00790135 0.00440041 0.00561759 0.00321351 0.00277009 0.00222109 0.0474881 0.0162017 0.0136705 0.0256196 0.00699315 0.0174341 0.00262756 0.00197209 0.00815936 0.00766849 0.00498853 0.00508168 0.00361036 0.00175275 0.0016544 0.00347033 0.00310941 0.00663618
threshold=40.563919884450009 -0.12546499999999997 39.952536079750011 0.08572500000000001 36.79544512155001 0.085335000000000022 38.804080188450008 93.899777122150013 39.110279783550006 89.582113364650013 -0.117885 -0.13953999999999997 -0.14259499999999997 41.32819714970001 -0.167075 -0.59681499999999998 62.116825104000007 62.079186690200011 48.226196960950006 97.521130223850008 97.674372337300014 76.279622535200005 41.827117825850003 42.599563320500003 99.994511703900017 40.413896136950008 0.086030000000000009 0.086520000000000027 0.082535000000000011 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=1 2 3 5 9 6 -1 -6 -9 -5 -3 12 13 14 15 -2 17 18 -15 -18 -21 24 -23 -24 -22 -12 28 -28 -13 -30
right_child=11 10 -4 4 7 -7 -8 8 -10 -11 25 26 -14 16 -16 -17 19 -19 -20 20 21 22 23 -25 -26 -27 27 -29 29 -31
leaf_value=-0.083284427147927331 -0.084849161315701693 0.0078102401533201461 -0.0017560667090564443 -0.04891395745940727 -0.10151958867091747 0.098952381842324452 0.049018830871857329 -0.10013980148567173 0.010748588981344256 0.041092799828599397 0.0003381126879008995 -0.00045908083835528304 0.089223212328449153 -0.059419996925205498 -0.10188315996786544 0.068075076862185988 -0.00043304657879256366 0.09270732307663955 0.003423381341717983 0.10012918244899097 -0.10037562320595519 -0.029405699938116654 0.098123364403352287 -0.084008361557109432 -0.0019118821216621955 0.0045357930521872925 -0.0091309365854900411 -0.00087657920761708471 0.01232327425418331 0.00034982322656781326
leaf_weight=0.0077531074714747286 0.023021857952208791 0.5549920330541952 1.5757026416780986 0.0057277141395140055 0.027601763676678104 0.0063458187738003593 0.01080459729889327 0.0082179966313109531 0.010287653895034055 0.012901677441853665 14.70162208266431 7.8703754621952529 0.061866853546232004 0.0087737331126577223 0.02760322359152656 0.020901311413853207 1.0800546067386443 0.028524649853352457 0.027528497961384346 0.010094904107973063 0.0082589838482647303 0.0071494224297978795 0.011603857466772283 0.0017649227710126213 0.006781699487703464 1.0669062831173661 0.52661743694270136 15.52072488594527 0.64512695855660318 1.6386709849474672
leaf_count=255 9 20 49 18 19 9 37 49 25 51 961 627 13 85 23 116 246 6 52 3 29 34 30 190 17 36 28 801 82 114
internal_value=-6.06263e-08 0.000479464 -0.00331444 -0.0307076 -0.0504271 0.0205533 -0.00625532 -0.076224 -0.0384948 0.0134197 0.000866522 -0.000313447 0.00368275 -0.000510482 -0.0467356 -0.0120785 0.00226669 0.0342042 -0.011765 0.000427483 0.0207855 -0.00173962 0.0380203 0.0740787 -0.0559793 0.00062213 -0.00051537 -0.00114746 0.000483563 0.00373208
internal_weight=45.5143 17.9889 1.66534 0.0896403 0.0647368 0.0249035 0.0185577 0.0461074 0.0185057 0.0186294 16.3235 27.5254 1.32393 1.26206 0.0715264 0.0439232 1.19054 0.0648269 0.0363022 1.12571 0.0456538 0.0355589 0.0205182 0.0133688 0.0150407 15.7685 26.2015 16.0473 10.1542 2.2838
internal_count=4034 1529 512 463 162 301 292 93 74 69 1017 2505 853 840 148 125 692 143 137 549 303 300 254 220 46 997 1652 829 823 196
is_linear=0
shrinkage=0.1


Tree=580
num_leaves=31
num_cat=0
split_feature=4 2 4 3 4 4 3 0 4 4 0 2 2 2 4 2 2 1 1 4 3 1 3 4 4 2 2 3 0 0
split_gain=0.000551745 0.00215385 0.0062486 0.00787015 0.00963949 0.00479877 0.004646 0.004375 0.00520268 0.00364225 0.00265787 0.00225956 0.00182962 0.0420033 0.0142381 0.0126741 0.0221672 0.00597767 0.0157516 0.00221966 0.00216368 0.0120836 0.00453393 0.00596617 0.00177763 0.00411456 0.00172366 0.00168914 0.00152582 0.00379728
threshold=40.563919884450009 -0.12546499999999997 39.952536079750011 0.08572500000000001 36.79544512155001 39.458743938000005 0.085665000000000033 93.899777122150013 39.110279783550006 38.804080188450008 89.582113364650013 -0.117885 -0.13953999999999997 -0.14259499999999997 41.32819714970001 -0.167075 -0.59681499999999998 62.116825104000007 62.079186690200011 48.226196960950006 0.09551500000000003 75.408562100950022 0.085035000000000013 43.384297312450009 43.572676689450006 -0.43644499999999997 -0.58287999999999995 0.09914000000000002 85.812895065800021 85.995710218650018
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 6 9 -6 -9 -1 -5 -3 13 14 15 16 -2 18 19 24 22 -22 -19 -24 -16 -26 -12 -18 -14 -30
right_child=12 11 -4 4 7 -7 -8 8 -10 -11 26 -13 28 -15 17 -17 27 20 -20 -21 21 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.080576433961726715 -0.082043640689475492 0.0070690763178724763 -0.0015786263949093189 -0.045081890888823417 -0.10137540996981415 0.099101362649266903 0.10005549823921545 -0.10012648906548159 0.0096850090326429453 0.019796460431722906 0.084040487289972834 0.00056018973372321619 0.0020128038281644338 0.08711583159999936 -0.10014788208421146 -0.10170320996363519 0.081195999776629765 -0.0002575274208825588 0.091196381248656228 0.0030814229014220922 -0.070340146238722187 0.034282040013516944 0.059096894850048876 -0.0054425534215168615 0.1000626789789661 -0.10005011366972175 0.0083705918316448174 0.014381169246686663 -0.0054209953229194391 -0.00036267997134304915
leaf_weight=0.0072610837439032183 0.021507773143511599 0.55202680452128206 1.5774316107343151 0.0056001649046351068 0.02500882178724595 0.0057435476792804243 0.0033524481114000073 0.0074368894376721775 0.010276312496614537 0.0072001104082914935 0.004907118079667149 15.762241053939812 2.272492291297012 0.057266590456503397 0.0043402528815202901 0.025018373983208053 0.014912527985130097 1.021218741413497 0.026216778671368957 0.027525287564685641 0.023533570421932271 0.020793822002701745 0.030321950887133298 0.027146954082719277 0.0018929870566353202 0.0022472547163630008 0.0077874677957943126 0.0050701790086549172 1.589662090675122 22.347023296019216
leaf_count=259 9 20 49 18 19 11 2 49 25 29 10 997 380 13 27 23 105 439 6 52 26 28 26 30 1 57 41 11 55 1217
internal_value=1.84112e-07 0.000431058 -0.0029984 -0.0294793 -0.0484337 0.0196156 -0.00601251 -0.0744436 -0.0364194 -0.0306016 0.012305 0.000780431 -0.000281284 0.00336731 -0.000464132 -0.0454868 -0.0115888 0.00206228 0.0322328 -0.0107002 0.000390638 -0.0212623 0.00128044 0.02861 -0.0554317 -0.00855523 0.0376209 0.0642432 -0.000463513 -0.000698608
internal_weight=45.4945 17.9763 1.66201 0.084574 0.0610168 0.0235572 0.0178136 0.042722 0.0177132 0.0144612 0.0182948 16.3143 27.5182 1.30901 1.25175 0.0665089 0.0414905 1.18524 0.0622226 0.0360058 1.12302 0.0443274 1.07869 0.0574689 0.00848049 0.00414024 0.0126946 0.0199827 26.2092 23.9367
internal_count=4034 1529 512 463 162 301 290 93 74 288 69 1017 2505 853 840 148 125 692 143 137 549 54 495 56 85 58 51 116 1652 1272
is_linear=0
shrinkage=0.1


Tree=581
num_leaves=31
num_cat=0
split_feature=4 4 1 1 0 1 4 0 2 3 2 4 3 3 3 4 1 0 0 3 2 3 2 0 1 1 4 3 4 4
split_gain=0.000562353 0.00291556 0.0127193 0.0212123 0.0133568 0.0060365 0.00546812 0.00432136 0.00459167 0.00130615 0.00137835 0.00114206 0.00275684 0.00808954 0.00267506 0.00493339 0.0312222 0.0160815 0.00192133 0.00166054 0.0027473 0.0100658 0.0231013 0.0243766 0.00133759 0.00664961 0.0311094 0.0210077 0.0127254 0.0170606
threshold=37.038444968100009 35.879804895950009 69.999384342500022 65.687097501250022 90.297243227400017 71.365121072750014 36.491284729650012 95.117648655250022 -0.59681499999999998 0.088555000000000023 -0.093879999999999991 39.664548207900005 -0.27628999999999998 -0.55648999999999993 0.091375000000000026 38.121007182500009 63.705703859100005 93.899777122150013 76.451683855550016 0.07907500000000002 0.04932000000000001 0.083365000000000022 -0.08786999999999999 93.953546284800012 62.391047833300007 71.015621515800021 40.720231579350006 0.095750000000000016 41.32819714970001 41.919251152600005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 6 -4 -3 -7 -9 -1 -11 14 13 18 19 -16 -17 -18 -13 -2 21 -21 23 -23 -14 26 27 -26 -28 -30
right_child=11 2 5 -5 -6 7 -8 8 -10 10 -12 12 24 -15 15 16 17 -19 -20 20 -22 22 -24 -25 25 -27 28 -29 29 -31
leaf_value=0.0018353600822737901 0.0015238302837770018 -0.018741091837532833 -0.10047498683832826 0.068535878452037721 0.028362709991145388 0.096026170349360923 -0.10056523445323598 0.096205499297042599 -0.10007744053777529 0.00054016340034073449 -0.0065223012640640609 -0.016696371989170313 -0.00055097882984255777 -0.10030709143890999 0.00099481810776301896 0.057466650461733486 -0.037180518260204388 0.0077428526092778675 0.062869904387393552 -0.0028278156520381301 0.0012906705924742821 0.041202599815946754 -0.10071429404602106 -0.092125067396651758 0.068559960635006176 -0.00026474140271090638 -0.037103314825434983 -0.00014811979633605262 0.048522265323170756 0.0016636818848589814
leaf_weight=1.051288903094646 1.1213516621773116 0.012701237336799065 0.021820164335878189 0.031457237026188523 0.021578510408289731 0.0029403142423518602 0.022879079778000744 0.0015925279814794635 0.0047363979828143332 0.53802956434502902 0.56815601019736572 0.0065852562220918287 23.787214082808525 0.010312655881380972 2.4995641185441531 0.11830470315180708 0.091337345244937751 0.62466998165817067 0.005629156490584819 0.51798755269721197 0.54769063986623223 0.043363723294874035 0.03662058838527571 0.020055086507809516 0.12451024956862689 11.592299363930357 0.079785346636242482 0.069250732794557734 0.081160552359384019 1.8217316641292134
leaf_count=246 141 38 20 11 5 8 23 6 83 75 112 32 964 67 79 33 38 93 14 36 38 24 31 47 70 1289 38 20 42 311
internal_value=2.08035e-07 -0.00153141 -0.0167221 0.0025853 -0.0337105 -0.0717553 -0.0713562 -0.00414808 -0.0506874 -0.000688568 -0.00308724 8.09446e-05 -0.000117912 -0.0350901 0.00141039 0.00321726 0.0098756 0.00201221 0.0199727 -0.0012235 -0.00386627 -0.00843631 -0.0374762 -0.000959937 -9.69348e-05 0.000687483 0.00575929 0.0440035 0.0020218 0.00366225
internal_weight=45.4766 2.27718 0.119705 0.0886161 0.0571588 0.0310894 0.0355803 0.00926924 0.00632893 2.15747 1.10619 43.1994 37.5785 0.0225271 5.62095 3.33388 0.834312 0.716007 0.0122144 2.28707 1.16572 0.618027 0.100039 0.0634188 37.556 13.7687 2.17644 0.193761 1.98268 1.90289
internal_count=4034 627 194 77 66 117 61 97 89 433 187 3407 2847 113 560 243 164 131 46 317 176 138 102 71 2734 1770 481 90 391 353
is_linear=0
shrinkage=0.1


Tree=582
num_leaves=31
num_cat=0
split_feature=1 1 2 2 4 1 1 2 3 0 0 4 2 1 1 0 1 0 3 4 4 4 1 2 0 4 2 2 3 1
split_gain=0.00048017 0.00780046 0.00143115 0.0147345 0.00764978 0.00741741 0.0162053 0.011058 0.00632697 0.0013932 0.00385637 0.0338863 0.00134428 0.00115895 0.00175042 0.00302407 0.0541044 0.0275702 0.0163591 0.011811 0.0422656 0.025538 0.0225892 0.015132 0.0107421 0.00946058 0.00918246 0.0112064 0.00606393 0.00507715
threshold=74.739136026450012 72.378669787950017 -0.14654999999999999 -0.59502499999999992 40.00488309970001 75.499969677400017 78.285212300550015 -0.62218499999999988 0.096010000000000026 97.878695155250014 99.870842629900025 41.092444989200011 -0.070909999999999987 72.289950669650025 71.015621515800021 90.297243227400017 66.590419433100024 92.313586825200005 0.089415000000000022 38.748048509250005 41.385032804600009 42.660927378600007 70.727956495850009 -0.10623499999999998 95.808582394800013 39.420767558750008 0.15844000000000005 -0.11347 0.091290000000000024 63.353515844050008
decision_type=2 2 2 2 2 2 2 2 2 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 5 8 -2 -7 -8 -5 12 11 -11 -4 14 15 29 18 26 -17 -19 22 -22 23 -21 -23 -25 27 -18 -27 -1
right_child=2 -3 9 4 -6 6 7 -9 -10 10 -12 -13 -14 -15 -16 16 17 19 -20 20 21 24 -24 25 -26 28 -28 -29 -30 -31
leaf_value=5.7386186177315009e-05 0.080889426984514304 -0.011510594368420796 0.0043215353612656316 0.060967589301385731 -0.10023980589520776 -0.10046953584817289 -0.1001726913039583 0.0976704150567929 -0.10013586786963909 -0.10036423700326245 -9.3133803261826809e-05 0.026365782719588195 0.00074668081641881103 0.0023377221726753705 -0.0023838147808396392 0.091335428656279236 -0.020001167338604457 -0.0016723588378454038 0.030521946605111722 0.05843305165135039 -0.1009319120447781 0.03380576421670612 0.10065491423049629 0.044343071824160155 -0.064199340547051967 0.0090389564697900132 -0.0021385808331538347 -0.10087394726217286 -0.056034671297871624 -0.0082049391423285947
leaf_weight=27.571350513812476 0.015262832115695346 0.59584986426798892 1.5900372262258313 0.0068793930698429241 0.020892726631554528 0.010970451789773961 0.0035872413927473803 0.013297402152640414 0.0037756429886803833 0.03368840450633559 4.2756111014938245 0.056460615910282286 3.1080480053325488 2.0448241541162124 3.0866115468662363 0.076005007937057001 0.027411137543367659 1.6644820866532066 0.10582135489676148 0.07444736993056722 0.037125952521819272 0.039803728576771391 0.053161948453634977 0.028169631550554075 0.01555411312089916 0.026332542438467499 0.026813158949579474 0.045700854621827935 0.031390920710691717 0.76434867746438229
leaf_count=1353 9 118 26 104 333 14 41 49 29 50 804 22 80 14 260 44 27 93 20 18 48 44 4 16 36 11 29 21 35 282
internal_value=-7.41859e-08 -0.000163119 0.000647843 -0.0131401 -0.065074 0.024858 -0.00584371 0.0556375 0.00388011 0.000761425 -0.000524694 -0.0209928 0.00195657 2.61733e-05 -0.000114191 0.000114835 0.00364165 -0.000951525 0.0559425 0.00164712 0.0197042 -0.0367649 0.0441651 0.0254356 0.00626888 -0.00316479 -0.0521953 -0.0705531 -0.0263491 -0.000165488
internal_weight=45.4537 36.3152 9.13851 0.0746657 0.0315478 0.0431179 0.0278551 0.0168846 0.010655 9.06385 4.36576 0.090149 4.69809 35.7194 33.6745 30.5879 2.25222 2.07039 0.181826 1.97047 0.305986 0.0924838 0.213502 0.16034 0.0553578 0.0858931 0.0999252 0.073112 0.0577235 28.3357
internal_count=4034 2473 1561 579 466 113 104 90 133 982 876 72 106 2355 2341 2081 446 382 64 305 212 128 84 80 80 62 77 48 46 1635
is_linear=0
shrinkage=0.1


Tree=583
num_leaves=31
num_cat=0
split_feature=2 0 2 0 2 1 1 1 1 1 2 3 3 1 2 1 4 4 1 4 4 4 0 1 3 2 4 0 2 4
split_gain=0.000511383 0.00191952 0.011052 0.0243052 0.0194903 0.00337648 0.00184349 0.0033949 0.00507986 0.00281976 0.00191514 0.00290537 0.00289588 0.00992487 0.00298114 0.00617267 0.00491066 0.0417244 0.00839965 0.00819279 0.00608865 0.00306901 0.00318473 0.00285079 0.00259041 0.00149064 0.00116384 0.00115741 0.00279582 0.00266721
threshold=-0.06483499999999999 85.963448721100022 -0.018034999999999999 85.812895065800021 -0.053159999999999992 61.93938686740001 61.950140699950005 62.041548276350007 61.982402197500001 62.068432857650002 0.066710000000000019 0.11278000000000003 0.11002000000000002 64.730006406800015 0.04932000000000001 72.378669787950017 40.377444152000002 40.583589072600013 78.527173532250018 40.844669808050007 41.147265497500008 38.748048509250005 96.959242474650011 72.187789260650007 0.083950000000000011 -0.072524999999999992 39.525197829750006 86.256490657300006 -0.077729999999999994 41.872294782850005
decision_type=2 2 2 2 2 2 2 2 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 -3 -7 8 -8 -9 12 23 13 -11 16 -16 21 -18 -19 -20 -21 -15 -23 24 -12 27 -4 -1 29 -29
right_child=1 5 26 -5 -6 6 7 9 -10 10 11 -13 -14 14 15 -17 17 18 19 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00073409376167336263 0.05474712381612571 0.0081168901315050168 0.0031572842445780572 -0.077248262923513042 -0.044912374502021228 -0.005537904433077695 -0.0014881801212133249 -0.0069150306083929046 0.011696460711738813 0.01390435489244988 -0.001060052081375297 0.0058988942185042069 -0.0014712424072419925 -0.00075305850337110643 0.01311764310788226 0.00022620072596336079 0.0010751267857319797 -0.10088421073977148 -0.10041942695242401 0.10005753488118777 -0.10007147423829531 0.010549883520528845 1.0742595244005566e-05 -0.00044626363148839209 -0.010632873918696524 -0.0049396877495073901 -0.0024741657612524504 -0.0016775062898255946 -0.0069132032841520523 0.00098929990615066526
leaf_weight=8.9781173283174258 0.040897145732742501 0.59051413034467515 0.57456206822442468 0.060851623045891756 0.037725529314315165 0.50286637991667049 0.53021489261300547 0.53487708202738105 0.65103798115160316 0.68332266515790152 0.54253604699059088 0.57554696249802706 2.5569947223909821 2.6328655666655716 0.5792652717791501 1.0351799192431266 0.50548514802358102 0.053229457474003539 0.0063506994220006172 0.0061858982662670314 0.0020155217118968949 0.59170730903861091 0.55627833964624074 4.5915715549221785 0.59017067733043405 0.67358915861813784 1.0158251244702623 7.8494327219889168 0.69001402043762539 7.1817182149946639
leaf_count=760 16 25 43 21 38 3 11 15 49 61 35 39 44 82 13 66 4 77 4 11 110 34 37 302 83 81 198 805 73 894
internal_value=-6.33977e-08 0.000377416 -0.00280675 -0.0297978 0.00692749 0.000678109 0.000430322 0.00060456 0.00577843 0.00022362 0.000469823 -0.000873721 0.00138895 0.00248841 0.00118143 0.00485167 -0.000179443 -0.00880399 -0.0824781 -0.0151513 0.0508753 0.00112824 0.00544294 -0.00155467 -0.00604775 -0.000298324 -0.000439682 -0.000171747 -0.000689059 -0.000403336
internal_weight=45.4209 20.0481 1.72986 0.139474 0.0786227 18.3182 17.7277 17.2248 1.18125 16.0436 15.5087 6.29983 9.20888 6.65189 5.96856 1.61445 4.35412 0.573267 0.0677816 0.0145521 0.00820142 3.78085 1.14799 5.72428 1.13271 25.3729 1.59039 24.6993 15.7212 15.0312
internal_count=4034 1421 316 75 54 1105 1080 1077 60 1017 1002 459 543 499 438 79 359 206 202 125 121 153 71 420 118 2613 241 2532 1772 1699
is_linear=0
shrinkage=0.1


Tree=584
num_leaves=31
num_cat=0
split_feature=3 3 0 0 0 4 0 1 0 0 2 1 2 3 2 0 3 4 1 0 4 4 0 2 2 0 0 2 0 1
split_gain=0.000520146 0.00318857 0.00588685 0.0203745 0.0141045 0.00203293 0.0180445 0.0132025 0.0313536 0.00237248 0.00474716 0.00225089 0.00202181 0.00201273 0.00333726 0.0134005 0.0134126 0.00255155 0.0169889 0.0168423 0.00321989 0.00273754 0.00244377 0.00221823 0.00621308 0.00208462 0.00204971 0.00458554 0.00255835 0.00306401
threshold=0.09180000000000002 0.088145000000000015 87.278104746850019 86.135510041400025 91.066142252700018 40.890797847750008 96.741477366050006 77.00281777230002 101.18549865570002 103.65888013570002 0.20949500000000004 75.951630643300021 -0.092710000000000001 0.10249000000000003 -0.095204999999999998 89.582113364650013 0.11082500000000002 39.685256516350002 70.206395618550019 91.73825678530001 40.00488309970001 38.244973486750006 97.674372337300014 -0.086139999999999994 -0.075639999999999999 86.103248543850015 86.329079026800017 -0.053159999999999992 94.848802842250009 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 -1 3 12 -4 11 -7 -8 -9 -10 -11 -6 -3 17 15 16 -15 18 19 25 -19 -20 -22 -16 -25 -2 27 -26 29 -28
right_child=13 2 4 -5 5 6 7 8 9 10 -12 -13 -14 14 23 -17 -18 20 21 -21 22 -23 -24 24 26 -27 28 -29 -30 -31
leaf_value=0.0002341460797647561 0.046077262926483002 0.0024626924714139208 0.036859291088973081 -0.020971571448115331 -0.0016585987397199232 0.0011567938639541445 -0.082620914729897896 0.094194613707497502 -0.10084038291100311 -0.1001538852733775 0.10006394738672186 0.0062030164573947146 -0.0050621885838512942 -0.090955515085832606 0.0023932589933563942 -0.0021363946061664714 -0.0081897440311331018 -0.0068396291613401425 -0.0013937246951231915 -0.00064588281378217247 0.0017632474063079549 0.0072546882039298839 -0.0050404342640989475 -0.011048235214221311 -1.7399418644853824e-05 0.075085835925751659 -0.0017212027760547908 -0.0097328443013471443 -0.0051177929492530454 0.0038770047442865407
leaf_weight=20.031695980017744 0.046634248002531353 1.0305415941366505 0.10373579317820292 0.66897944921947772 1.0670475036835685 0.54461114079674633 0.048480978250154294 0.017759253081749193 0.017522920303235878 0.0030611483128302188 0.0019313535885885358 0.55290307523121285 0.54636177265522179 0.03615577140726367 2.6615388520772596 0.56633477393790121 0.042708531408607087 0.53373924666539085 1.0514667884752178 0.077705618081381544 6.5356932465583029 0.56143597381991828 0.57431589739147959 0.56505613180799397 1.9459203368496676 0.05284456568188034 1.5146758314804172 0.64744668696064156 0.59286509366791573 2.7576021282911825
leaf_count=2475 28 36 23 29 56 38 16 8 10 86 1 100 61 17 43 105 37 19 102 33 253 44 94 32 28 17 15 57 97 74
internal_value=-4.5493e-07 -0.000311214 -0.00268459 -0.00634825 0.000806275 -0.000853495 -0.00565716 -0.0474681 -0.00515259 -0.0835136 -0.0226994 0.00102464 -0.000144511 0.000368231 -0.000530146 -0.00751435 -0.0461342 0.00144721 0.00484561 0.0342382 0.000651338 0.0016167 0.00121368 -0.000108419 -0.000938263 0.061487 -0.000172333 -0.00244291 0.001038 0.00189224
internal_weight=45.3988 24.6346 4.60294 2.24588 2.35705 2.25332 0.633367 0.0887557 0.0402747 0.0225154 0.0049925 1.61995 1.5769 20.7641 11.3303 0.645199 0.0788643 9.43384 1.79009 0.177184 7.64375 1.6129 7.11001 10.6851 8.02357 0.0994788 7.45851 2.59337 4.86514 4.27228
internal_count=4034 2939 464 126 338 315 159 121 105 97 87 156 97 1095 505 159 54 590 224 78 366 146 347 346 303 45 271 85 186 89
is_linear=0
shrinkage=0.1


Tree=585
num_leaves=31
num_cat=0
split_feature=1 1 1 0 3 2 3 1 4 0 4 4 0 0 3 2 0 2 2 0 3 1 2 3 4 1 1 0 0 1
split_gain=0.000690829 0.00293069 0.00179799 0.00330178 0.00108701 0.00237626 0.00558539 0.00971839 0.00213969 0.000665718 0.00352136 0.0472771 0.00268173 0.00181036 0.003979 0.00676817 0.00309313 0.00549331 0.00234142 0.0160472 0.00741473 0.00666213 0.00589925 0.00533533 0.00374112 0.00226764 0.00300857 0.00250532 0.00638466 0.00424957
threshold=61.901748453550006 61.87486387225001 61.93400995115001 86.565663342300013 0.093325000000000033 -0.088224999999999984 0.08376500000000002 61.622148808000013 42.402981339000007 85.812895065800021 41.385032804600009 41.646178195200001 85.705356740550016 85.963448721100022 0.10932000000000001 0.051245000000000013 86.135510041400025 -0.083954999999999988 -0.50001499999999999 87.009258933850006 0.094375000000000028 78.285212300550015 -0.59502499999999992 0.096315000000000026 40.098777110850008 61.993156030000002 62.009286778800011 86.329079026800017 86.420486603250012 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 4 3 -2 5 -1 7 8 -7 10 -4 -12 -13 14 15 -11 17 -15 19 -18 21 24 -22 -24 -21 -20 -27 -28 -29 -30
right_child=2 -3 9 -5 -6 6 -8 -9 -10 13 11 12 -14 16 -16 -17 18 -19 25 20 22 -23 23 -25 -26 26 27 28 29 -31
leaf_value=-0.0023341612557343989 -0.0093416735048574701 0.0080192099143044978 -0.00050600154427156375 0.0014209528083073419 0.0010151240523562218 -0.10021890839694364 -0.071409503291249787 0.10008132620767536 0.058008107442372364 -0.01465033937439978 0.097384530959411242 -0.0022250239747890806 0.020930979500214109 -0.00027830786324589939 0.00065021265043018698 0.0011587610766348392 -0.10087321146027224 0.01128125437189946 -0.0032429182233783753 0.00098135050298835884 0.047514545571205706 0.074587709346574313 0.043831658977204278 -0.059098165574558506 -0.059453802344868127 0.0052969297141670204 -0.0062966032546808081 0.0074113162054930976 -0.0031191866503861802 0.00029626863346422647
leaf_weight=0.54164465176061571 0.57771627240460677 0.55388014950614195 2.1078632135348085 0.56265629985136911 2.499332974457829 0.0051192545454431526 0.015926378837967547 0.0067389844662102405 0.0010259309724629517 0.58035075037332651 0.054155175785808862 0.5521494496431425 0.054995094400055677 1.0629698360862674 1.5178332893583499 0.50771854305639863 0.018107179010250385 0.67036886663117812 2.1321776789845961 0.015260580622491922 0.03905673691954803 0.0057434863643248601 0.0083586388630720876 0.012668389935335256 0.031152194770109887 1.0867643833335048 0.63036890781950106 1.1403271486051405 4.2917953921278302 24.094262219504976
leaf_count=268 42 17 154 18 92 55 35 5 72 43 7 208 35 14 11 6 8 43 39 31 36 141 16 37 30 22 39 28 85 2397
internal_value=-3.49001e-07 0.00132411 -0.000115292 -0.00403143 0.00011612 -0.00382268 -0.0318072 0.0171461 -0.0738031 -5.33442e-06 0.00149137 0.00785791 -0.000127555 -0.000114849 -0.00265823 -0.00727344 7.32303e-05 0.00419235 -0.000139861 -0.0135164 0.000576537 -0.0270101 0.0245234 -0.0181816 -0.0395826 -8.76194e-05 0.00012771 -5.85738e-05 7.46041e-05 -0.000220127
internal_weight=45.3785 3.62367 41.7548 1.14037 3.06979 0.570455 0.0288105 0.0128842 0.00614519 40.6144 2.76916 0.6613 0.607145 37.8453 2.6059 1.08807 35.2394 1.73334 33.506 0.130347 0.11224 0.0521563 0.0600838 0.021027 0.0464128 33.3757 31.2435 30.1568 29.5264 28.3861
internal_count=4034 544 3490 60 527 435 167 132 127 3430 404 250 243 3026 60 49 2966 57 2909 299 291 202 89 53 61 2610 2571 2549 2510 2482
is_linear=0
shrinkage=0.1


Tree=586
num_leaves=31
num_cat=0
split_feature=3 3 4 1 2 4 2 3 4 3 4 4 2 2 4 4 0 0 0 4 1 2 4 0 0 4 2 2 2 2
split_gain=0.000640713 0.00468539 0.00187531 0.00347668 0.00176383 0.00149692 0.00175009 0.0014309 0.00593733 0.00182341 0.00291796 0.00382762 0.0191449 0.0145 0.0239386 0.00983713 0.00322246 0.00270365 0.00402644 0.00207708 0.00179104 0.00169228 0.00538436 0.0149158 0.0110666 0.00981559 0.0418221 0.0132241 0.00745729 0.00693253
threshold=0.11660000000000002 0.11148000000000002 41.436838994450007 62.272755675600003 0.010890000000000002 40.280372415600006 -0.054619999999999995 0.10507500000000002 40.984321400500008 0.094175000000000023 42.558389508100007 41.218101594450012 -0.032369999999999996 -0.061874999999999999 41.685324604100011 42.198888176300009 97.39208423365001 85.812895065800021 86.756543869550015 37.73036952315001 68.20618276945001 -0.093879999999999991 38.064633603500006 90.111739616350022 89.705782438650019 39.522095559600011 -0.11103999999999999 -0.11963999999999998 -0.10946499999999999 -0.14429
decision_type=2 2 2 2 2 2 2 2 2 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 -4 5 6 -2 9 -9 21 11 16 13 14 -13 -16 17 -11 -19 -18 -20 22 23 24 28 26 27 29 -1 -24
right_child=2 -3 3 -5 -6 -7 -8 8 -10 10 -12 12 -14 -15 15 -17 19 18 20 -21 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.046378314799490859 -0.0073690148627388449 0.0084883193073002662 -0.0073141609033850266 8.7667780870683421e-05 0.0057613754267848705 0.0011763308629791015 0.00072290907731276067 -0.010404779081638773 0.00086974605454736794 -0.00063405817288904938 0.0082367334468581611 0.035815455216913337 0.0029463989921775721 -0.088506966696499226 -0.027255405670786048 -0.10039453512105367 0.0014906190000509682 0.011825857015696072 0.00071908503199061106 -0.007302961704807185 0.0059397685271166886 -0.0006937443943733012 -0.02752677134606811 -0.091256859442539529 0.10010079566419357 0.00079155324072273088 0.098899578938648647 -0.074290829973450059 -0.10031988533347724 0.079507281744967143
leaf_weight=0.0061561286925190086 0.54929990314305022 0.66264158485927183 1.0848205165020774 1.5289720859554679 0.54637668882895685 2.0668582141952356 0.52056521411577628 0.66098732960886497 1.5922140557675484 1.4699792913809231 0.60363477443614932 0.04919692300427414 0.57333390780161142 0.039329935625460166 0.053130449336208585 0.028123543450305988 0.51287970090035429 0.61433122665039297 1.6016114572412337 0.5639833662513567 1.114332454891837 20.30291585671387 0.012193962473673992 0.022624637123202746 0.010323988506570458 8.4768358558486554 0.048802088791488951 0.029302418464794755 0.007927591775118592 0.012012557451726025
leaf_count=155 74 78 34 35 28 30 10 83 53 38 76 33 18 10 30 24 57 22 35 67 64 1634 54 156 4 1097 9 7 8 11
internal_value=2.68737e-07 0.000151143 -0.000935826 -0.00298436 0.000517964 -0.000395371 -0.00343172 7.29768e-06 -0.00243769 0.000159679 0.00158087 0.00097399 -0.00578812 -0.0352838 -0.0192374 -0.0525702 0.001829 0.00293808 0.00451481 -0.00311483 0.00286109 -0.000195206 0.000978173 -0.0327646 0.0214545 0.00116316 0.0319519 -0.0291068 -0.0361967 0.0255892
internal_weight=45.3657 39.0688 6.29689 2.61379 3.6831 3.13672 1.06987 38.4062 2.2532 36.153 7.22387 6.62023 0.743115 0.169781 0.130451 0.081254 5.87712 4.80025 3.33028 1.07686 2.71594 28.9291 8.62618 0.0470323 0.0244077 8.57915 0.102311 0.0535089 0.0140837 0.0242065
internal_count=4034 3823 211 69 142 114 84 3745 136 3609 474 398 115 97 87 54 283 159 121 124 99 3135 1501 323 167 1178 81 72 163 65
is_linear=0
shrinkage=0.1


Tree=587
num_leaves=31
num_cat=0
split_feature=1 1 1 4 3 0 3 1 3 3 0 3 1 1 2 2 2 3 3 2 3 4 4 1 4 1 2 1 0 3
split_gain=0.000555268 0.00245003 0.00182634 0.00352736 0.000984574 0.00279769 0.00838958 0.00320032 0.00293746 0.00340127 0.00378147 0.0034047 0.00188651 0.000642234 0.000597848 0.00228282 0.0068953 0.0287529 0.0178358 0.00548293 0.0785095 0.0050941 0.00315608 0.0184509 0.00264178 0.0197915 0.026274 0.0182309 0.0126658 0.012737
threshold=61.901748453550006 61.87486387225001 61.93400995115001 40.583589072600013 0.09914000000000002 84.390700714750025 0.087125000000000022 58.167480110400007 1.0000000180025095e-35 -0.11012 71.131225215400022 -0.25095999999999996 57.041016153700006 61.853356207250009 -0.06483499999999999 -0.083424999999999985 -0.081354999999999997 0.092835000000000015 0.08766000000000003 -0.087234999999999993 0.09091500000000001 42.310579034350006 40.098777110850008 71.787208999250012 42.402981339000007 62.084563606450011 -0.11347 62.181348099150007 90.407470010750018 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 4 3 -2 5 6 7 8 9 10 -1 12 -12 -6 15 19 17 18 -17 24 21 -21 23 -18 -4 -26 27 -27 -28 -30
right_child=2 -3 14 -5 13 -7 -8 -9 -10 -11 11 -13 -14 -15 -16 16 22 -19 -20 20 -22 -23 -24 -25 25 26 28 -29 29 -31
leaf_value=-0.10018481589787885 0.0015332566274043407 0.0073284977623644249 0.00047461563609797199 -0.0095983669380067718 0.003331071907336404 -0.0011911780609013911 -0.091129632585094655 -0.10005461774755522 0.072757275455314838 -0.10016861547810677 -0.036382833203671791 0.076503912216816655 0.034048481766799435 -0.00028423297227845814 0.00042064234063581409 -0.02397479063184442 -0.041570675897777805 -0.0013950018489233751 -0.10171180975789743 -0.028457008838438907 0.053707996083943776 -0.068373578970246193 -6.3304787860570555e-05 0.00088792399362594442 0.0014051459165190221 -0.10105882035710029 -0.10122553244313488 0.022476416399994745 0.023567359009079733 -0.065442011664377464
leaf_weight=0.0029085340950916151 0.56728062272729463 0.55094956643517878 13.376052641527069 0.57139135092626248 0.92971141092554854 1.0420423028240291 0.014000937548086512 0.0029792523572935705 0.0058229493552062186 0.0033292359023225941 0.0087703452278162786 0.0074303109977336126 0.0067146141082048425 1.0421589592660894 18.827235807309599 0.0733153851419307 0.12731101062979977 0.51396930706335553 0.049402396126620118 0.067697732318894199 0.19223099312373382 0.060582383183486854 5.4768341191437804 0.52201500450542415 1.0748442737550474 0.013787422223685772 0.050002314221615274 0.089448561665978046 0.024113591855506655 0.048235295916066345
leaf_count=130 19 17 920 41 59 37 54 66 34 75 39 21 6 6 1198 59 49 16 42 33 39 25 200 55 69 5 35 581 33 71
internal_value=2.51111e-07 0.00118885 -0.000102778 -0.00405265 8.55352e-05 -0.00232037 -0.0249676 -0.000561758 0.00791304 -0.00503878 0.00722548 0.0208586 -0.00584229 0.00142034 8.03583e-06 -0.000348963 -0.00187423 -0.011779 -0.0552693 0.000338851 0.0132776 -0.0473083 -0.000844837 -0.00743678 5.62878e-05 -0.00424657 -0.031175 0.00597798 -0.0625236 -0.0357755
internal_weight=45.3426 3.61682 41.7258 1.13867 3.06587 1.094 0.0519562 0.0379552 0.034976 0.029153 0.0258238 0.0229153 0.015485 1.97187 40.5871 21.7598 6.76285 0.636687 0.122718 14.997 0.320511 0.12828 6.12616 0.649326 14.6765 1.30043 0.225587 0.103236 0.122351 0.0723489
internal_count=4034 544 3490 60 527 462 425 371 305 271 196 66 45 65 3430 2232 421 117 101 1811 97 58 304 104 1714 794 725 586 139 104
is_linear=0
shrinkage=0.1


Tree=588
num_leaves=31
num_cat=0
split_feature=3 3 3 0 1 3 1 1 4 1 3 3 3 0 2 2 1 3 2 4 3 0 4 0 3 4 1 2 4 3
split_gain=0.000556754 0.00425239 0.00163675 0.00287212 0.0016914 0.00129979 0.00751901 0.00321886 0.00561332 0.00327538 0.00199446 0.00357474 0.00388987 0.00183178 0.00666572 0.00529588 0.00274833 0.00174143 0.00129816 0.00387074 0.0140032 0.0172647 0.0130672 0.0125222 0.0107198 0.00823734 0.00358132 0.00274166 0.00905058 0.00269138
threshold=0.11660000000000002 0.11148000000000002 0.41214500000000009 86.103248543850015 62.079186690200011 0.10433500000000002 61.998532946250002 65.687097501250022 41.646178195200001 80.677940036650014 0.096515000000000031 0.094725000000000018 0.09450500000000002 97.878695155250014 -0.032369999999999996 -0.075639999999999999 62.041548276350007 0.098545000000000021 -0.093879999999999991 39.896141435400004 0.09180000000000002 93.953546284800012 37.627645350900004 89.953120586650016 -0.081689999999999999 34.41230404325001 78.285212300550015 -0.083954999999999988 42.434124620650003 0.088435000000000027
decision_type=2 2 2 2 2 2 2 2 2 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 -4 10 -7 8 -8 -9 11 12 18 14 15 16 -12 -18 19 20 21 22 25 24 -24 -1 -23 28 29 -20
right_child=2 -3 4 -5 -6 6 7 9 -10 -11 13 -13 -14 -15 -16 -17 17 -19 27 -21 -22 26 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.073911065433023254 -0.006597772507436009 0.0080945619114934381 0.0041336390248194249 -0.00044638520288657613 -0.0010530969700113847 -0.012575381277031518 0.010769589540354403 -0.0085488544751428069 -0.0032161550615866525 0.0023807177682377556 0.010042468697939975 -0.0078579270179697583 0.008360051852556406 -0.0014832785983414263 0.012209597959615664 -0.0047443171824154036 0.005540196934581916 -0.0021696705523711643 0.0030934570321178986 0.00061533796741496561 0.056923455184260535 -0.10066225970700576 0.058600405026554205 0.086865974208757857 -0.04847463585938705 -0.08073348422821762 0.016188258749312942 -5.1146608071011791e-05 -0.013847638013578073 -0.0032935291385534681
leaf_weight=0.0042562320970786346 1.069140296309455 0.66061063099024053 1.0546761837958913 2.6167927535546007 1.5567311463215583 0.54811523341777535 0.60907349454521431 0.58019703391741462 0.54266669870230544 0.51988103932205021 0.5774932759386503 0.58552872497992225 0.55049907970223344 1.0642800435886903 0.67010433764369359 0.99402685176175976 0.57532041000206369 0.59692865173019527 1.1281439844721255 8.453145503859897 0.055681063517848628 0.01874716729438575 0.016897568722470169 0.028796153553230397 0.020932801323738204 0.018058990978222056 0.0030495607735398595 17.95548773730826 0.64148894848507065 1.589067066390826
leaf_count=87 40 78 20 84 67 24 27 51 28 32 22 83 13 111 40 54 45 51 73 1063 30 65 25 14 21 76 134 1436 93 47
internal_value=-1.18671e-06 0.000139662 -0.000873667 -0.00223065 0.00104168 2.62497e-06 -0.00207181 0.000484871 0.00417991 -0.0033837 0.000166017 -0.000118354 3.03045e-05 0.00213901 0.00326826 0.00108454 0.00439591 0.0016142 -0.000122884 0.000912674 0.0160156 -0.0045535 0.0149932 0.0371759 -0.000647775 -0.0512378 -0.0843138 -0.000541669 -0.00316399 -0.000641751
internal_weight=45.3058 39.0085 6.29734 3.68593 2.61141 38.3479 2.79993 2.25182 1.15174 1.10008 35.5479 31.0698 30.4843 4.47815 3.41387 2.74377 1.74974 1.17225 29.9338 8.61957 0.16642 0.110738 0.0889417 0.0666265 0.0378304 0.0223152 0.0217967 21.3142 3.3587 2.71721
internal_count=4034 3823 211 124 87 3745 162 138 55 83 3583 3260 3177 323 212 172 118 96 3164 1515 452 422 223 60 46 163 199 1649 213 120
is_linear=0
shrinkage=0.1


Tree=589
num_leaves=31
num_cat=0
split_feature=2 0 2 0 4 2 1 1 1 1 2 2 1 3 3 0 0 0 0 1 3 4 2 4 3 1 2 3 3 4
split_gain=0.000545576 0.00248596 0.0166127 0.0133695 0.0131352 0.00703299 0.00323764 0.00523081 0.00410435 0.00392461 0.00310458 0.00178479 0.00120176 0.0086079 0.0269772 0.0085493 0.0207635 0.0111714 0.00935225 0.00407381 0.00375161 0.00218294 0.00239932 0.00196447 0.023357 0.0216865 0.0085319 0.0197043 0.00828864 0.00527115
threshold=-0.06828999999999999 85.963448721100022 -0.018034999999999999 85.812895065800021 40.720231579350006 -0.058374999999999996 62.079186690200011 61.998532946250002 62.095317438950012 62.132955852800002 -0.0019399999999999999 -0.072524999999999992 74.739136026450012 0.088220000000000021 0.087245000000000031 97.521130223850008 98.413698323200009 101.55650587770002 102.03236296680001 72.187789260650007 0.086230000000000015 41.147265497500008 -0.088224999999999984 42.622319549950006 0.09450500000000002 62.009286778800011 -0.10290999999999999 0.085820000000000021 0.087125000000000022 42.779078631750004
decision_type=2 2 2 2 2 2 2 2 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 -2 -6 7 10 -8 -10 -3 12 19 14 15 -14 -17 -18 -19 23 -20 22 -15 -1 26 -26 27 29 -29 -25
right_child=1 6 -4 -5 5 -7 8 -9 9 -11 -12 -13 13 21 -16 16 17 18 20 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.0006285196878451771 -0.055745233440084523 0.0050090369689091028 -0.00029703518007756957 -0.074521220144512998 0.061046463047321489 -0.014313182324013386 -0.0083781116282254497 0.011291018638989 0.0087481764274852086 0.00015241804581800757 -0.0025883116222726594 -0.0056307735470451925 -0.10022401615103388 0.00019644697707091793 0.094962434586003674 0.098229937991225313 -0.10045844891739178 0.088481219852937304 -0.10018454335151067 -0.0086943012575925634 0.07764203990957208 -0.0047997292651915727 0.0078189749175779071 -0.10056838259872287 0.095257384985549143 0.0065292563817863358 -0.00048989636916662346 0.099305969419996087 0.026699370230889724 -0.0045858696167518148
leaf_weight=17.736772073102557 0.038185870804341104 1.1241201406228363 1.5899459296611389 0.055072411249966535 0.02407915516232606 0.025497560711380096 0.54333331893576442 0.7060753307014237 0.55154425348155101 14.374274905272996 1.0313577141287193 0.61507541434402213 0.0093308038748723052 1.5833193965669572 0.039262931150744862 0.015809112948176107 0.016138692701108681 0.0085900495992063952 0.0059495457607113616 0.58027195517192964 0.00148187844622516 0.56570862618403683 0.55864165906842433 0.0064140062813754497 0.050757954268192296 0.060238046600034068 3.25813699882326 0.033553497676621191 0.029587024444481358 0.053005243427609594
leaf_count=862 17 33 241 21 8 32 9 53 11 1003 20 54 60 177 27 8 39 9 445 88 31 98 33 3 10 37 236 16 33 320
internal_value=-5.51301e-07 0.000388635 -0.00323181 -0.0358998 -0.0116642 0.0222886 0.000730872 0.00382086 0.000159272 0.000470052 0.00137384 -0.000310065 -0.000177101 0.00177155 0.0311098 -0.0126431 0.00439285 -0.0417351 0.017418 -0.000427665 -0.0647247 0.000725271 0.00218447 -0.0002017 0.00196642 0.0471042 0.000484441 0.0263863 0.0652832 -0.0149467
internal_weight=45.2915 20.0635 1.73278 0.142835 0.0877626 0.0495767 18.3307 2.86155 15.4692 14.9258 2.15548 25.228 24.613 2.80423 0.096563 0.0573001 0.0479693 0.0321602 0.0160215 21.8087 0.00743142 2.70767 2.14196 21.2285 3.49169 0.110996 3.3807 0.12256 0.0631405 0.0594192
internal_count=4034 1448 319 78 57 40 1129 106 1023 1014 53 2586 2532 927 619 592 532 524 485 1605 476 308 210 1517 655 47 608 372 49 323
is_linear=0
shrinkage=0.1


Tree=590
num_leaves=31
num_cat=0
split_feature=4 3 1 4 4 1 0 2 4 1 1 1 0 4 4 4 2 2 3 4 1 1 4 1 0 1 1 4 4 1
split_gain=0.000509337 0.00713951 0.0130453 0.0152491 0.00745938 0.00384725 0.00323171 0.00229497 0.00224138 0.004187 0.0344229 0.00538469 0.00170847 0.0154753 0.00657723 0.0145801 0.00906473 0.0149319 0.0124112 0.00301899 0.00214721 0.00231225 0.0038491 0.0020172 0.0101446 0.00172849 0.00406593 0.00372589 0.0139214 0.00984112
threshold=40.003678352300007 -0.10565499999999999 62.052302108850007 38.748048509250005 35.782584506850007 58.167480110400007 93.55565448145002 -0.033799999999999997 40.316494640950005 62.084563606450011 74.739136026450012 64.02831883475001 85.764502819450016 40.80591513400001 41.872294782850005 42.434124620650003 -0.083064999999999986 -0.12546499999999997 0.087555000000000022 41.385032804600009 61.45546440395001 62.014663695050011 44.756878345700009 62.046925192600007 85.732241321850012 61.993156030000002 61.901748453550006 40.664404858950007 42.233786329550007 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 2 5 4 6 -1 -4 -6 9 -2 11 -11 13 23 19 -16 17 20 -18 -15 -17 -22 -23 24 -10 26 -14 -28 29 -29
right_child=8 -3 3 -5 7 -7 -8 -9 12 10 -12 -13 25 14 15 16 18 -19 -20 -21 21 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.037540846195920491 -0.00041248067978104445 0.00039278908815395955 0.094876265530146706 0.097217231203073434 -0.10017591273412843 -0.099573081450562276 -0.035790088776385225 -0.019185395288210453 -0.0772062103525952 -0.038678605686211953 0.0004414199530330343 -0.081561266435694613 0.0023503118901273047 -0.0011614757704650205 -0.10042081954026537 -0.0062149153472644781 -0.08028519675667041 -0.10015351980896683 0.068877319142421276 0.0092202886987027988 0.10008002421855314 -0.10012016164614342 0.07554561478625775 0.10043205149606289 0.10037021259797999 0.00020159601069976259 -0.00020053354796178993 -0.021101740960251851 0.0061010051137630143 -0.0029320567698560181
leaf_weight=0.002707067311837238 1.5969825324675624 10.909635221084192 0.0070705313527552605 0.032430827120087713 0.0061216140773190384 0.0083848550976475811 0.0025847451316132683 0.0081657051353332122 0.0045278851562712266 0.061662904656259232 0.56729663311816214 0.05576082028608198 1.5529573143694531 0.54424593290309509 0.019275326577222418 0.028702178479726781 0.0070954826637923398 0.019380823137055359 0.026085930339908359 0.5771349061164246 0.0045561350416392088 0.0021417951056719176 0.0029867859211663017 0.014839461525895103 0.011112851090729237 25.935125676465358 1.4989302665926518 0.6698026402691537 0.55664854568021827 0.53714458551257849
leaf_count=47 29 1039 21 27 27 56 55 27 70 15 70 25 23 40 66 122 114 71 35 46 2 15 53 4 1 1859 8 44 15 8
internal_value=4.72557e-07 0.00059334 0.0330239 0.0525292 -0.00800177 -0.0661094 0.0598965 -0.053887 -0.000189295 -0.00321745 -0.00975952 -0.0590422 2.65364e-05 0.00363253 0.00189053 -0.0214184 -0.00467506 -0.0286018 0.0369805 0.00418165 0.00752335 0.0482389 0.00218417 0.074021 0.0489631 -0.000121463 -0.00186139 -0.00386615 -0.00698166 -0.0130154
internal_weight=45.2715 10.9771 0.0674653 0.0563734 0.0239426 0.0110919 0.00965528 0.0142873 34.2944 2.2817 0.68472 0.117424 32.0127 1.26209 1.23161 0.110224 0.0909491 0.0577677 0.0331814 1.12138 0.0383869 0.00968472 0.00512858 0.0304802 0.0156407 30.7506 4.81548 3.26253 1.7636 1.20695
internal_count=4034 1299 260 157 130 103 76 54 2735 139 110 40 2596 639 564 478 412 263 149 86 192 70 68 75 71 1957 98 75 67 52
is_linear=0
shrinkage=0.1


Tree=591
num_leaves=31
num_cat=0
split_feature=1 0 3 0 1 2 3 1 3 1 2 1 3 0 4 4 2 1 3 0 0 0 1 3 3 0 0 4 0 4
split_gain=0.000473289 0.0156304 0.0121182 0.0108008 0.00499077 0.0139274 0.0175936 0.00206788 0.00245982 0.00238537 0.0011641 0.0178026 0.00909811 0.00771382 0.00470842 0.0041056 0.0101145 0.0061182 0.00178694 0.000879008 0.00208485 0.000962069 0.00343055 0.0013306 0.0111116 0.0136902 0.00343275 0.0336288 0.0159381 0.0375897
threshold=77.543197856500015 100.27142289135001 0.087475000000000011 97.991610396700011 78.728807892050014 0.10957500000000002 0.089920000000000014 75.634392583900009 0.08895500000000002 75.408562100950022 0.059320000000000012 81.011308844800013 0.076130000000000017 103.33357670195001 40.94178426300001 41.571132012400007 -0.23369999999999999 83.468559576050012 0.075810000000000016 96.959242474650011 97.39208423365001 96.682331287150021 72.187789260650007 0.09013000000000003 0.088145000000000015 87.278104746850019 88.872360418250011 41.360869295700006 90.767723400200012 41.385032804600009
decision_type=2 2 2 2 2 2 2 2 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 -3 9 -9 19 11 13 18 -6 -15 16 17 -14 -13 21 -21 22 23 24 -1 -26 -25 -28 -29 -30
right_child=1 4 -4 -5 10 -7 -8 8 -10 -11 -12 12 15 14 -16 -17 -18 -19 -20 20 -22 -23 -24 26 25 -27 27 28 29 -31
leaf_value=0.00016941178869229537 0.073049866208437828 0.04360202587305767 0.064203234997033606 -0.10044512892704523 -0.10101983972592324 0.093000014565823574 -0.071290619122860763 0.00069770088080189669 -0.0086422267596488623 0.0065573108647124199 0.00037675275991214921 -0.0069911677214693465 0.095970552436477383 0.050168969975262268 -0.10011642230536354 -0.00013050666082657685 -0.10030808748568759 -0.069325248126741498 0.10033870148978544 -0.0071703312177169368 -0.00047030337310092346 0.0013428357315651456 -0.0081429487302885472 0.00021906887522629896 -0.019467981991235877 0.0015281739365939739 -0.00058706728086262681 0.083820276236979227 0.10086323394048813 -0.065409871233864478
leaf_weight=12.213573037362076 0.0057635088032482748 0.034180405995849372 0.063824744289590285 0.0095072639775253265 0.026148681952495756 0.021803997667575459 0.021847044966307294 0.5259855833209659 0.60783622162786344 0.55068021125361966 3.0673854710941413 0.0018172947844974372 0.0060333025558207964 0.0066884640544062623 0.0030286809134402182 0.50983651184038881 0.01319802720751545 0.0035608194279398986 0.010594038672945949 0.56572789464007955 2.5937709494538801 5.0988395843523895 0.52638712161023704 16.457267491227658 0.66984469942159808 0.57896323413217488 0.92212106758280998 0.074831599893514067 0.025659129023551941 0.028921628521857201
leaf_count=1370 59 38 34 16 42 10 28 91 70 28 216 128 14 38 34 364 187 83 8 20 152 40 82 460 84 54 213 14 1 56
internal_value=3.99299e-07 0.00106773 0.0450572 -0.0349645 0.000133948 0.0251906 -0.0011986 -9.76067e-05 -0.00430939 2.08705e-05 -0.000400602 -0.0045053 -1.45937e-05 -0.072749 0.00332738 -0.00198683 -0.0435108 0.0346217 0.0846232 -6.96692e-05 -0.00166998 6.84917e-05 -0.0001378 -1.74384e-06 -0.000749247 -0.0097339 0.000573005 0.00611237 0.0538489 0.0127573
internal_weight=45.2456 3.80522 0.0790955 0.0152708 3.72612 0.0778314 0.0560275 41.4404 1.13382 40.3066 3.64829 0.580906 0.54504 0.0358658 0.00971714 0.532629 0.0227921 0.00959412 0.0124113 39.7559 3.1595 36.5964 31.4976 30.9712 13.4624 1.24881 17.5088 1.05153 0.129412 0.0545808
internal_count=4034 1299 109 75 1190 76 66 2735 161 2574 1114 898 784 114 72 648 284 97 136 2546 172 2374 2334 2252 1508 138 744 284 71 57
is_linear=0
shrinkage=0.1


Tree=592
num_leaves=31
num_cat=0
split_feature=4 4 3 3 4 1 2 4 0 3 2 0 4 2 3 0 0 4 4 4 2 2 3 0 2 3 2 4 2 1
split_gain=0.000500815 0.00291372 0.00172479 0.00439842 0.00181794 0.00139611 0.0159535 0.0256495 0.0126995 0.00580086 0.0101407 0.00186955 0.00138784 0.000890504 0.00118083 0.000854089 0.00749997 0.00401718 0.0124819 0.00778601 0.0107149 0.00184769 0.00119709 0.00201896 0.00302347 0.00113076 0.000927705 0.00237541 0.0071696 0.0172191
threshold=38.400997490450003 38.748048509250005 0.11768500000000003 0.10371000000000001 38.179089776100007 65.611820673600008 -0.046635000000000003 34.654301448200009 90.297243227400017 0.094375000000000028 -0.10623499999999998 85.242941942100018 39.051326806600009 0.24901000000000004 0.085035000000000013 85.764502819450016 85.732241321850012 41.872294782850005 42.488347682450005 42.719328117250008 -0.22932499999999997 -0.074999999999999997 -0.25095999999999996 84.226704768850013 -0.23375499999999999 0.07745500000000001 -0.095204999999999998 42.522337019050006 -0.101395 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=2 -2 3 4 5 11 7 9 -9 10 -7 -1 -3 14 -8 16 17 21 -19 -20 22 -14 -21 24 -24 -22 27 -17 29 -29
right_child=1 12 -4 -5 -6 6 13 8 -10 -11 -12 -13 15 -15 -16 26 -18 18 19 20 25 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00056749609195168847 -0.0071921699324070196 0.0047599952711515087 -0.0045024772790758219 0.009495450208386198 0.0056373795547214299 -0.10042489029112803 0.0015440984646632853 -0.0037155804777657315 -0.096890800219989012 0.073830571323671088 0.061050961260234751 0.0062105964287760542 -0.0015996914657851425 0.0033870266805074919 -0.0049707479615245138 0.00023418919339024351 0.037836254045081702 -0.10024848406265713 0.046810863519812812 -0.013003167788826587 -0.017404819431498093 0.0064090774843842437 0.084763656265831155 -0.045595777706553986 -0.0054251772977155673 -0.10010876990400551 -0.00047465071091586873 0.092696716241197907 0.0014708556347430343 0.0066997580933805968
leaf_weight=1.4212605530869504 0.57444846262980931 0.59857671500911536 0.53266989696814437 0.60189429602269928 0.56820008893222951 0.0069524237691873719 0.57035802194615348 0.019930721287925834 0.054981749023056858 0.017226012943378333 0.0088267123052224658 0.57018589287326915 0.58290506675736253 0.5173960974453512 0.54316457038432397 8.9888539684094528 0.057191285464796127 0.015829137059302556 0.02234585637678066 0.014049468438461332 0.0018672187274131327 0.56953064557553135 0.0077409832749424359 0.0032446747736685202 0.0071506947886061942 0.014420756189891915 27.658953558138986 0.030956325150326355 0.54916623953050214 0.093934093855763082
leaf_count=198 62 78 55 95 35 57 49 12 188 12 23 46 119 66 57 385 15 76 24 47 81 69 97 8 23 113 1346 16 39 543
internal_value=1.14004e-06 -0.000121825 0.000901725 0.00148916 0.000368082 -0.000434543 -0.00250489 -0.0397413 -0.0721012 0.0337065 -0.0100967 0.00137319 -1.82582e-05 -4.09652e-05 -0.00163377 -9.23206e-05 0.0024311 0.000796932 -0.0199683 -0.00202465 -0.0245372 0.00235822 0.00890856 0.0258826 0.0414567 -0.0906278 -0.000179965 0.000663539 0.00638912 0.0280156
internal_weight=45.2242 39.7912 5.43305 4.90038 4.29848 3.73028 1.73884 0.107918 0.0749125 0.0330051 0.0157791 1.99145 39.2167 1.63092 1.11352 38.6181 1.29628 1.23908 0.0866488 0.0708197 0.0484738 1.15244 0.0321858 0.0181364 0.0148917 0.016288 37.3219 9.66291 0.674057 0.12489
internal_count=4034 3141 893 838 743 708 464 292 200 92 80 244 3079 172 106 3001 672 657 469 393 369 188 175 128 120 194 2329 983 598 559
is_linear=0
shrinkage=0.1


Tree=593
num_leaves=31
num_cat=0
split_feature=2 4 2 0 1 3 2 0 0 4 0 4 4 1 3 1 2 2 0 4 2 0 3 0 0 3 3 1 4 4
split_gain=0.000526185 0.00222405 0.00451726 0.00223314 0.00312643 0.00280919 0.00262392 0.00352846 0.00284641 0.0024963 0.00383485 0.0137251 0.027998 0.0139794 0.00256239 0.00205329 0.00445918 0.0017538 0.00807559 0.00960001 0.00285417 0.00897567 0.0433194 0.00338373 0.0171878 0.00515017 0.00434261 0.00652109 0.00384877 0.00337195
threshold=-0.06828999999999999 42.558389508100007 -0.028049999999999999 85.963448721100022 63.705703859100005 0.096885000000000013 -0.041369999999999997 86.479632682150012 87.818484831100008 41.965809985500009 93.399723909900004 35.419594101850009 40.098777110850008 66.351146659450009 0.079470000000000027 71.104340634100012 0.070580000000000018 -0.075639999999999999 85.925810307250018 39.337369931850013 -0.078649999999999984 89.953120586650016 0.087715000000000029 85.57631075030001 83.941728207000011 0.10335500000000002 0.090735000000000024 61.778079379550007 39.458743938000005 40.00488309970001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 3 -3 5 6 -2 -5 -8 -9 10 11 -6 13 -13 -11 16 -12 20 -19 -20 23 22 -22 24 25 28 27 -26 -1 -30
right_child=1 2 -4 4 9 -7 7 8 -10 14 15 12 -14 -15 -16 -17 -18 18 19 -21 21 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=-0.064303567036413087 0.00060198341486223978 -0.010298025666981681 -0.00031781641319572683 0.0092555000233453134 0.00076384389277300206 -0.0077347982411236742 0.0089651087473913808 -0.00065495558177690262 0.0054711802576557743 -0.00049255570301439224 0.010273416867422783 -0.048546656375344811 -0.093230577306642304 0.02038205157079738 0.0092477477302811539 -0.00034263773950558315 -0.0023243885579537632 0.0010295955362770073 0.0006408506660138234 -0.017162755799183759 0.083897436283220134 0.00097745110181332823 -0.035259595974122156 -8.4830337377527065e-05 0.051645274147767498 0.071886517446675277 -0.099615165070088496 -0.10015775548952564 0.099489456559985298 0.0017793819605544565
leaf_weight=0.0079237917239326494 1.0572838980024766 0.54892425734558736 2.6093671416143156 0.64053713576868165 0.51654939417130563 0.65433545702767038 0.68812230736602842 2.5642852174642035 1.076986701285932 0.5015243532879754 0.58722561071772161 0.047499792119197082 0.051922485292976717 0.077315111357165733 0.58526700021002398 7.2890175925642673 0.53875353984767571 2.3958610818584698 0.56118680837010237 0.65797621344417223 0.068476552769426102 0.55058920812619583 0.05502817640081048 20.794848721410702 0.0056726916929505933 0.012358209479074844 0.023236716462719187 0.0056466613465744331 0.0039826957836339707 0.031199758123963361
leaf_count=164 145 100 306 36 17 52 39 43 39 11 51 20 38 37 48 436 30 21 41 45 75 38 14 1802 19 18 31 54 4 260
internal_value=7.00149e-07 0.000383119 -0.00205242 0.000838906 0.00122536 -0.00258509 0.00328183 0.00239802 0.00115698 0.000222863 -0.000317652 -0.00746634 -0.0315207 -0.00584959 0.00475287 0.000271307 0.00424567 -0.000303651 -0.00234197 -0.00896767 3.81359e-05 0.00644259 0.0308064 -0.000168578 -0.0195145 0.0149756 -0.0748731 -0.0240817 -0.00134031 0.0128403
internal_weight=45.2089 20.0349 3.15829 16.8766 15.165 1.71162 4.96993 4.32939 3.64127 10.1951 9.10828 0.693287 0.176737 0.124815 1.08679 8.415 1.12598 25.174 3.61502 1.21916 21.559 0.674094 0.123505 20.8849 0.0900205 0.0554645 0.0345561 0.0113194 0.0431062 0.0351825
internal_count=4034 1448 406 1042 845 197 157 121 82 688 629 112 95 57 59 517 81 2586 107 86 2479 127 89 2352 550 446 104 73 428 264
is_linear=0
shrinkage=0.1


Tree=594
num_leaves=31
num_cat=0
split_feature=4 2 4 3 4 0 0 4 4 0 4 1 0 0 2 0 0 0 3 0 2 3 3 0 1 4 4 4 4 3
split_gain=0.000536537 0.00167119 0.00607332 0.00637019 0.0092565 0.00452743 0.00365451 0.00403368 0.00363612 0.00317383 0.00229242 0.00195512 0.00505826 0.00159106 0.00865491 0.0193168 0.00775703 0.00346039 0.00848456 0.00268679 0.00291595 0.0021348 0.0035627 0.00207106 0.00206195 0.00376195 0.00342856 0.00182722 0.0193579 0.086084
threshold=40.563919884450009 -0.12546499999999997 39.952536079750011 0.08572500000000001 36.79544512155001 87.638358136350021 93.899777122150013 39.110279783550006 38.804080188450008 86.162394622750014 40.413896136950008 67.940025414550021 96.531777631850005 85.812895065800021 -0.091919999999999988 85.705356740550016 85.121961326250016 85.995710218650018 0.10932000000000001 71.131225215400022 -0.23349 -0.22900999999999999 0.09062000000000002 86.103248543850015 55.887667615750004 43.572676689450006 48.96897326980001 41.872294782850005 41.481306584950012 0.086030000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 11 9 -6 -8 -7 -1 -3 -5 -13 14 15 16 19 18 -15 -2 24 -22 -23 -19 -21 -26 -27 28 -25 -30
right_child=13 10 -4 4 6 8 7 -9 -10 -11 -12 12 -14 17 -16 -17 -18 23 -20 20 21 22 -24 27 25 26 -28 -29 29 -31
leaf_value=-0.011745276339343018 -0.078907158440857772 0.00041862445508246583 -0.0012906272002500933 0.051322896750830196 -0.10127969295065962 -0.10010440294238838 -0.1001025711159193 0.0056388483450956293 0.02735975805474878 0.10005174674847223 0.0052008361778402117 -0.10032926940495986 0.051057935872480344 -0.014742239721898465 0.00096072450224685005 0.079097496954067897 -0.10015025689176532 0.011509383397910661 0.0004921205251630737 -0.06501975217616858 0.10008422743684449 -0.02550467702280226 0.079436977894243754 -6.1773832694273891e-05 -0.10013158457545093 0.061255151327285241 -0.05329174653523161 0.00047307238088697658 0.0021481004825736347 -0.078959055702001735
leaf_weight=0.0039409474499453312 0.003399790088047693 15.130708536599561 1.5715496715057886 0.007580756873512228 0.022587897452442718 0.0044034306473517137 0.0060956027476777317 0.0088382433892775225 0.0045510368385066613 0.0071400259621441364 1.0735057050491281 0.0040477098835935976 0.004853690462351512 0.57383897877298551 2.1991635896903095 0.04527777749899542 0.0081569185629462027 0.14999451916083018 1.0073141648053932 0.0053549781726331949 0.0048537115799263111 0.0070874829642662007 0.0059517202276992975 9.0459576690818881 0.002718121180578236 0.0093514603420814524 0.0036263220827095219 13.541774452229237 0.55276655630474003 0.17144645157479488
leaf_count=152 65 980 49 23 19 116 49 25 28 5 37 6 40 51 319 19 39 36 7 19 2 72 7 317 33 77 5 1306 59 72
internal_value=6.51266e-07 0.000427089 -0.00260925 -0.0305981 -0.0484643 0.0175587 -0.0759038 -0.037522 -0.0353218 0.0602911 0.000735439 0.0140019 -0.017782 -0.000277783 0.00224232 0.031669 -0.0108545 -0.000508724 -0.0050368 0.00634707 0.0137898 0.0434699 0.0223957 -0.000203567 -0.0114379 0.0068427 0.0292478 -0.000278931 -0.00132123 -0.0170528
internal_weight=45.1878 17.8498 1.64559 0.0740393 0.0540039 0.0200354 0.0375217 0.0149338 0.00895447 0.011081 16.2042 0.0164822 0.0089014 27.338 2.29494 0.0957783 0.0505005 25.0431 1.58115 0.0423436 0.0389438 0.0178929 0.0130392 23.4619 0.0210509 0.0156959 0.0129778 23.3119 9.77017 0.724213
internal_count=4034 1529 512 463 162 301 93 74 144 157 1017 69 46 2505 657 338 319 1848 58 280 215 81 79 1790 134 115 82 1754 448 131
is_linear=0
shrinkage=0.1


Tree=595
num_leaves=31
num_cat=0
split_feature=3 3 0 0 0 4 0 4 4 3 4 4 3 0 3 4 3 0 2 0 1 1 0 0 0 0 0 1 0 1
split_gain=0.000567728 0.00236074 0.00618623 0.0158197 0.0135561 0.0019249 0.00896325 0.025451 0.0160838 0.00589065 0.00228439 0.0029978 0.00220196 0.0252747 0.00188713 0.00195701 0.00337185 0.00955576 0.0296762 0.00842285 0.00332423 0.0726398 0.00767346 0.0101703 0.00893962 0.00581074 0.00401213 0.00399749 0.00355702 0.00305464
threshold=0.091645000000000018 0.088145000000000015 87.278104746850019 86.135510041400025 91.066142252700018 42.047301293400004 86.692020874450009 42.899217095850013 42.67709657435001 0.10065000000000003 41.806790701050012 41.674196414850009 0.11002000000000002 94.203572890950014 0.088075000000000028 42.047301293400004 0.087245000000000031 86.329079026800017 -0.102645 85.995710218650018 62.014663695050011 61.987779113750001 86.20003303655001 85.877418060900013 85.705356740550016 85.624702996650015 85.121961326250016 58.167480110400007 76.451683855550016 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 14 3 -3 -4 10 7 8 9 -7 11 -2 13 -8 15 20 17 18 19 -17 21 22 23 24 25 26 27 28 -1 -22
right_child=5 2 4 -5 -6 6 12 -9 -10 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 29 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10001486520127466 0.00080869999365106981 0.00042791053701917185 0.036997219217215015 -0.019272892997524528 -0.00077403940476657011 -0.047624165433825381 0.048838933784910693 -0.0030111991555701574 0.0026892204140833249 -0.10085301519649054 0.0066831467846720175 -0.0067720869192242836 -0.00088734772224657681 -0.0031811110192445468 0.0058526758548023165 -0.0018465841171756523 0.0082881414331267347 0.0010277868495537615 -0.096442368024298286 0.10015728061547069 -0.0060815187818199553 0.099613112495027051 -0.0019172487302183577 -0.083751439473502581 0.082357750017461484 -0.10068535053362791 0.10003927444057764 -0.1000861873018152 0.073113012449282075 -0.00066470144873260258
leaf_weight=0.0016242148688234148 16.682739599762868 1.0725850354415642 0.09930642338440554 0.65743086601287348 2.2009240765325808 0.036878432954837392 0.1128525511253432 0.53972246712599414 0.035356397013060814 0.047659229650768964 0.63413375664998639 0.53848057108348157 2.0205545949722374 0.54184080484391473 0.55674169884906177 0.031029494865594032 0.6247202670452906 6.3655288757826805 0.038932954731087821 0.010952530894428492 1.1555419155864211 0.073711783089265737 0.51570455604814924 0.027952019241638482 0.0091565480106510222 0.0083906381914857775 0.0033547042257850998 0.0042571803293755539 0.0044058855273760855 10.506977173522355
leaf_count=109 775 92 23 29 304 11 36 46 23 39 45 20 38 78 15 193 61 831 188 3 48 19 11 13 4 5 5 130 10 830
internal_value=-2.88323e-07 -0.000333666 -0.00254108 -0.00705868 0.000856636 0.000376811 -0.00182856 -0.0122693 -0.053946 -0.0776326 0.00078871 0.000571661 0.000745728 0.00578583 0.000112516 -5.23667e-05 0.00127349 0.000593707 -0.0335551 0.0247648 -0.000813905 0.00615428 -0.00582984 -0.0399472 -0.000689422 -0.035203 0.00507251 -0.0258963 0.0264808 -0.00120141
internal_weight=45.1594 23.9692 4.03025 1.73002 2.30023 21.1902 3.33486 0.659617 0.119894 0.0845377 17.8554 17.2212 2.67525 0.654693 19.939 19.3822 7.07116 6.44644 0.080915 0.041982 12.3111 0.648558 0.574846 0.0591412 0.0311892 0.0220326 0.013642 0.0102873 0.0060301 11.6625
internal_count=4034 2923 448 121 327 1111 271 119 73 50 840 795 152 114 2475 2460 1276 1215 384 196 1184 306 287 276 263 259 254 249 119 878
is_linear=0
shrinkage=0.1


Tree=596
num_leaves=31
num_cat=0
split_feature=1 1 3 3 1 2 1 1 0 3 0 4 0 4 2 3 2 4 0 3 0 2 1 1 2 1 2 2 3 4
split_gain=0.000580511 0.00435683 0.00303392 0.0034581 0.00523789 0.00571707 0.0023295 0.0023729 0.00667228 0.052845 0.0321652 0.0268738 0.0182101 0.00471757 0.00180169 0.00266455 0.00481558 0.00356103 0.00268864 0.00499741 0.00170478 0.0016962 0.00138223 0.00137183 0.00230412 0.00102566 0.000876593 0.000981271 0.000708025 0.00382522
threshold=62.052302108850007 62.068432857650002 0.41214500000000009 0.10507500000000002 61.966271448700006 -0.092710000000000001 62.079186690200011 62.084563606450011 86.382848189450016 0.08674500000000003 86.054856297550018 41.942745071500006 85.995710218650018 47.927946529500012 0.066710000000000019 0.097450000000000023 -0.075639999999999999 40.159267750750011 86.420486603250012 0.088145000000000015 85.812895065800021 0.0023400000000000005 61.87486387225001 62.020040611300011 -0.08262499999999999 64.730006406800015 -0.073609999999999995 -0.087234999999999993 0.08481000000000001 42.67709657435001
decision_type=2 2 2 2 2 2 2 2 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 14 21 -6 -3 -8 9 12 11 -11 13 25 15 17 -17 22 23 -20 -13 -5 -1 26 -25 -9 27 -19 -10 -30
right_child=1 6 -4 4 5 -7 7 8 28 10 -12 20 -14 -15 -16 16 -18 18 19 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0015861685742350484 -0.0063721068215809879 0.0046107716771511395 0.0077750409807873988 0.0020127137938249981 -0.00040897376345459856 -0.014848138798959501 -0.0065576383520213541 -0.10007849333843755 0.00067930689555316013 0.069098830781564521 -0.096743650233064318 -0.04639284861041653 0.10023141990046727 0.10002902164098425 0.0064596588446207363 0.011879626014402005 0.00036678995611088162 0.00092256282251866216 0.0035240477570869198 -0.0052344701563975986 -0.10032121100815186 -0.0032257613034271681 -0.0087612596705744714 0.0073543052558794793 0.0013249438103736487 -0.020195612312296891 0.0040537706403818456 -0.0039979476254890321 9.3417853077159237e-05 -0.005699020367134695
leaf_weight=0.52460105705208016 1.1219692612254473 1.0468294590236862 0.55212060864687451 1.6239865163993288 0.50864432703701823 0.59496293422489521 0.57400471015535259 0.0064056144900873635 11.077969795515635 0.029510531991542521 0.073108382919599535 0.011339673278919937 0.038607023656368256 0.0017533514765091249 0.59438023063711831 0.57630143889309693 0.98306471389383954 1.5744289669589324 1.0934138602315218 1.6117082760902119 0.012134626478655264 0.99794767488720015 0.54995120358272198 1.0782877701840337 1.5376378979462968 0.0021456931688383918 0.57645236594708027 0.54579146721744098 14.375387379702142 1.2382797836719106
leaf_count=136 36 11 18 48 5 37 30 103 1276 39 21 31 24 2 62 18 33 255 33 33 12 8 53 31 20 24 152 44 1145 294
internal_value=-9.77561e-08 -0.000259779 0.00049521 0.000226745 -0.00241378 -0.00819324 -1.90466e-05 -0.000195669 -5.97457e-05 -0.019522 -0.0537465 0.0055809 0.068708 -0.0493963 0.00110149 0.000802493 0.00462164 0.000147493 0.000871995 -0.00169427 -0.0742702 1.88712e-05 -0.00525835 0.00217871 0.00381025 -0.0800343 0.00059602 -0.000344085 6.78594e-05 -0.000365966
internal_weight=45.1331 29.6094 15.5237 14.9716 3.72554 1.10361 28.4875 27.4406 26.8666 0.175005 0.126093 0.0529848 0.0489117 0.0103047 11.246 10.6516 1.55937 9.09227 8.01772 2.70512 0.0234743 2.62193 1.07455 5.3126 2.61593 0.00855131 2.69667 2.12022 26.6916 15.6137
internal_count=4034 3048 986 968 98 42 3012 3001 2971 256 103 82 153 129 870 808 51 757 568 66 43 56 189 502 51 127 451 299 2715 1439
is_linear=0
shrinkage=0.1


Tree=597
num_leaves=31
num_cat=0
split_feature=3 3 0 3 4 0 2 3 1 0 3 3 3 2 4 1 2 0 1 1 1 2 1 1 2 4 0 1 0 1
split_gain=0.000589416 0.00325222 0.00228418 0.0219442 0.00582224 0.0109555 0.00261849 0.00547357 0.0066532 0.00247005 0.00241855 0.00249519 0.00220025 0.00216421 0.0119904 0.0685624 0.0386854 0.00458759 0.0069922 0.00491605 0.00439653 0.00556166 0.00229314 0.00340074 0.00337369 0.00610047 0.0605009 0.00237737 0.0019211 0.027253
threshold=0.09013000000000003 0.089415000000000022 85.764502819450016 0.087555000000000022 41.481306584950012 81.87699236280001 -0.093879999999999991 0.088075000000000028 75.499969677400017 86.565663342300013 1.0000000180025095e-35 -0.15572 0.090735000000000024 -0.06483499999999999 41.681597818500002 62.020040611300011 -0.084794999999999995 86.89903215050002 62.55235532115001 62.111448187750007 62.132955852800002 -0.072524999999999992 62.046925192600007 62.095317438950012 0.066710000000000019 40.844669808050007 96.741477366050006 65.536543845950021 89.953120586650016 69.64719632740001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 13 -9 -4 11 -6 -2 14 15 -8 -17 19 -19 -16 -18 -22 -15 -24 25 -25 27 -27 -11 -30
right_child=12 -3 6 -5 5 -7 7 8 -10 28 -12 -13 -14 22 17 16 20 18 -20 -21 21 -23 23 24 -26 26 -28 -29 29 -31
leaf_value=0.0042521396130790296 0.0062721325479261018 -0.00766588162537767 0.0047184919384919014 0.082513283372872351 0.008389962097148455 -0.084203908821169487 0.0035907094224608919 -0.014662705431443906 0.00063080181412469155 -0.0010947965614198643 0.079364743583322586 -0.10016552018884028 0.00019766800667712437 0.0062851661608283541 -1.2868854562431839e-05 0.026398442312460829 -0.10226610245477843 -0.012394946829955027 0.0027316675549113874 0.010943818971473437 -0.030244879417366855 -0.10094741810169966 -0.0078718810839353247 0.00081635025597590809 -0.0014479545875907066 0.10030010637195093 -0.0022733334803279582 0.069271828340041419 0.052178121320783623 -0.00027632517958751083
leaf_weight=0.53628253249647062 0.61306638865231633 0.59323147874906368 1.6007954024026121 0.0351899111012548 0.021339860053287585 0.02201353189182953 0.54210456763397197 0.62658246200714873 0.5209649797785314 3.5403054361815616 0.0042719305817087152 0.0023506222300735393 21.786838070463627 0.59927717949170656 1.5207265335629934 0.035131342328774906 0.099838526686653495 0.60708799042913597 0.61530228684208743 0.56041188767221672 0.022972862106581782 0.021574586381781558 0.53023119634599325 3.1829408808863691 4.5592914570414296 0.040977051681693299 0.51805254829929748 0.06213990575997741 0.10565493592922326 1.5841441659608926
leaf_count=268 42 96 41 25 121 149 7 53 100 58 30 94 1219 47 15 26 19 25 109 76 35 20 6 116 286 13 80 32 83 743
internal_value=-4.95867e-08 -0.000359031 -0.000163053 0.00581382 0.00120997 -0.031435 -0.00033584 -0.00108907 -0.00771974 0.00128132 0.0101075 -0.00238115 0.000363921 -0.000526198 -0.00246932 -0.0141471 -0.0677115 8.15656e-05 -0.00478082 0.00293756 -0.09061 -0.0644865 0.00029772 -0.00010573 0.000386636 0.00258542 0.0116503 0.081602 0.000229292 0.0030034
internal_weight=45.1111 22.7112 22.118 0.621448 0.586258 0.0499759 21.4965 14.6656 1.14755 6.8309 0.0279624 0.0236905 22.3999 13.5181 4.02515 0.721622 0.179517 3.30353 1.22239 2.08114 0.144386 0.0445474 9.49291 8.89363 8.3634 3.80411 0.62117 0.103117 5.2301 1.6898
internal_count=4034 2773 2677 687 662 394 1990 1065 153 925 245 215 1261 912 332 107 100 225 134 91 74 55 580 533 527 241 125 45 884 826
is_linear=0
shrinkage=0.1


Tree=598
num_leaves=31
num_cat=0
split_feature=2 4 4 3 3 3 3 2 4 3 2 4 3 1 2 1 3 0 3 3 1 2 2 0 1 2 1 0 3 1
split_gain=0.000523695 0.00202304 0.00395544 0.00445619 0.0309708 0.0193176 0.007069 0.00268227 0.0017431 0.0035471 0.00706996 0.00208341 0.00188977 0.0023538 0.00162219 0.00131489 0.00944864 0.0203756 0.00929303 0.0215745 0.00792129 0.00737949 0.0054056 0.00892725 0.00414516 0.00374501 0.00191097 0.0139278 0.019063 0.0368042
threshold=-0.06828999999999999 42.536568606950006 41.965809985500009 0.079470000000000027 0.21629500000000004 0.085610000000000019 0.093160000000000034 -0.02903 41.481306584950012 0.10661000000000002 0.056690000000000011 38.539340721750001 0.10249000000000003 62.009286778800011 -0.072524999999999992 75.408562100950022 0.10546000000000001 99.470262368500016 0.088220000000000021 0.087245000000000031 78.468027453400012 -0.084794999999999995 -0.14429 97.878695155250014 82.457699319000014 -0.59681499999999998 69.999384342500022 96.682331287150021 0.090390000000000012 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=14 2 8 -4 5 -5 -7 -3 9 12 -11 -12 13 -2 15 26 18 -18 19 20 21 22 23 -17 -22 -19 -1 28 -28 -30
right_child=1 7 3 4 -6 6 -8 -9 -10 10 11 -13 -14 -15 -16 16 17 25 -20 -21 24 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-3.8731194270756233e-05 0.0063007796090476242 -0.0080996685171920661 -0.00058336341937677218 0.10020034586855316 0.00029166721725085268 -0.0077182893239971717 0.048057867138772213 -0.00059202982453828465 -0.0048071407722115366 0.012672052778990731 0.0040972600029132254 -0.0047579927452201841 -0.0038072447588418548 0.00011119899595574796 -0.0054045080329962825 -0.1002081992841265 0.097860388094270223 0.010497950989214662 -0.00030060604775392666 0.098338155451201059 -0.10029681479089635 0.063445812994001996 -0.10024805984575834 0.092167588250295654 0.030400457946486055 -0.10031875341798319 -0.072509409510923953 -0.00093882752220863066 0.026281131275694144 -0.10105237446028888
leaf_weight=19.937959364533043 0.65246104844269304 0.54825590994185702 0.50177894104433807 0.053620137739926577 0.51150683268042485 0.038824144087080015 0.054789782778016161 3.6047491437805022 0.60423630673942597 0.70053479710952515 0.53902361473660654 0.5239459574577765 1.1367173617660888 10.530558240127407 0.6085534581781421 0.0039793542509798385 0.02791490721087081 0.0051440747082978078 1.6325782917192149 0.031926865773648672 0.01085385711019932 0.017579371032296703 0.0065453130288872776 0.0061252459476834886 0.0031254223529060517 0.0074898450804276595 0.065841646926544484 2.5956610723877525 0.090569338572544567 0.030291040961955673
leaf_count=1197 96 98 33 9 9 42 26 315 93 62 28 22 39 576 54 46 12 10 208 25 98 6 14 17 404 45 237 107 51 55
internal_value=-1.77851e-07 0.000381493 0.000896331 0.00651661 0.0119248 0.0523397 0.024926 -0.00158315 0.000452249 0.000677901 0.00487257 -0.000267563 7.74562e-05 0.000472323 -0.00030453 -0.000177715 0.00246092 0.0501715 0.00133136 0.034579 -0.00764647 0.0182583 -0.0294518 0.0164069 -0.0710761 -0.0551982 -0.000381331 -0.00283634 -0.0292169 -0.00563226
internal_weight=45.0831 20.001 15.848 1.16052 0.658741 0.147234 0.0936139 4.15301 14.6875 14.0832 1.7635 1.06297 12.3197 11.183 25.0821 24.4736 1.75326 0.0405488 1.71271 0.0801354 0.0482086 0.0342293 0.0166499 0.0101046 0.0139793 0.0126339 22.7203 2.78236 0.186702 0.12086
internal_count=4034 1448 1035 119 86 77 68 413 916 823 112 50 711 672 2586 2532 885 67 818 610 585 83 77 63 502 55 1647 450 343 106
is_linear=0
shrinkage=0.1


Tree=599
num_leaves=31
num_cat=0
split_feature=3 2 3 2 4 0 0 0 3 2 3 3 1 3 3 3 3 1 2 1 0 3 3 3 1 0 1 3 4 1
split_gain=0.000515327 0.00402169 0.0108247 0.00463166 0.00376362 0.00448689 0.0075699 0.00728768 0.00463472 0.00685185 0.00630724 0.00466277 0.00212799 0.00708312 0.0183383 0.0149193 0.009197 0.00330221 0.00473734 0.00303851 0.00323312 0.00801856 0.0166343 0.0457506 0.00474712 0.0109964 0.0024361 0.00200585 0.00285969 0.00223922
threshold=0.09013000000000003 -0.14429 0.089675000000000019 -0.60918499999999998 38.804080188450008 97.521130223850008 98.413698323200009 95.620390325650007 0.086555000000000021 -0.14654999999999999 0.08376500000000002 0.080515000000000017 61.987779113750001 0.081280000000000019 0.087715000000000029 0.086520000000000027 0.08481000000000001 62.014663695050011 -0.080574999999999994 62.025417527550012 86.479632682150012 0.082205000000000014 0.082935000000000023 0.08729000000000002 62.095317438950012 87.48511602295001 62.057679025150001 -0.18112999999999999 48.86568841230001 62.030794443850006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -7 8 9 10 11 27 13 -3 15 16 -15 18 -14 -19 21 26 -23 -24 25 -22 -21 28 -6 -29
right_child=-2 12 -4 4 5 6 -8 -9 -10 -11 -12 -13 17 14 -16 -17 -18 19 -20 20 24 22 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.10082439321367448 0.00034074676890974648 -0.0019686854968034278 -0.10202873651409348 -0.077647116882309755 -0.07186534282646595 0.099622257509899059 -0.10003138774216731 -0.1002354632754584 0.058976194335379643 -0.10119595129238329 0.079246140356528549 -0.10047486702404834 -0.0015095464367806631 0.021498747726859082 -0.075780698809972874 0.062784822066401805 -0.091710453367082431 -0.0054271254259860057 0.011604546113490818 0.0034734759089617333 -0.016103520881566125 0.0037122375384131823 0.089509832646189696 -0.016147665838290165 9.373402389535612e-06 0.0038612175272675232 -0.0062207005784856379 -0.015130461367539981 0.0045216836701204776 0.05668104019739631
leaf_weight=0.005087668495298985 22.391050562509754 1.0320910011349216 0.013777514310522321 0.0063282339904180271 0.0071562383599630295 0.0094656022845782638 0.0023756696188842368 0.0075007869673804342 0.012405382999617132 0.0069960281252861153 0.0092364902745316613 0.0052031074524592205 0.5295686922738696 0.013073524122901747 0.046688273666518398 0.026886380094993001 0.015907634629712675 1.095593405712864 0.5740635290203524 0.51607159422201376 0.58909561975451896 0.51267971099696286 0.087892119998684848 0.076785915598335031 16.398447103550467 0.51888238172978163 0.52084149355653331 0.0076965505628550047 0.01555106971406417 0.0099630813131570406
leaf_count=46 1261 158 14 240 73 8 295 17 9 1 12 61 33 23 29 15 24 18 21 8 34 3 57 34 1242 11 48 117 22 100
internal_value=4.60153e-07 -0.00033559 -0.0186908 -0.00775211 -0.00301113 0.00203765 0.0595665 -0.00629946 0.0031954 -0.00800126 0.003895 -0.0113777 -0.000238955 -0.00445928 -0.0295239 0.00913276 -0.0406413 -1.5398e-05 0.00531186 -0.000304788 -1.28111e-05 0.00413181 0.0125938 0.040244 -0.000418663 -0.00675374 -0.00139591 0.000106447 -0.0195518 0.0253836
internal_weight=45.0644 22.6733 0.118743 0.104966 0.0998782 0.09355 0.0118413 0.0817087 0.0742079 0.0618026 0.0548065 0.04557 22.5546 1.13465 0.102556 0.0558675 0.0289812 21.4199 1.10363 20.3163 19.2207 1.71427 0.677358 0.164678 17.5064 1.10798 1.03691 0.0403669 0.0227073 0.0176596
internal_count=4034 2773 1015 1001 955 715 303 412 395 386 385 373 1758 249 91 62 47 1509 54 1455 1437 150 94 91 1287 45 56 312 95 217
is_linear=0
shrinkage=0.1


Tree=600
num_leaves=31
num_cat=0
split_feature=2 2 3 0 1 2 3 2 0 4 2 0 2 2 4 2 2 2 2 3 1 2 0 0 1 0 0 3 4 3
split_gain=0.000504734 0.00628818 0.0221301 0.0271068 0.0317372 0.0182158 0.00660278 0.00132915 0.00589484 0.00821587 0.00268662 0.00972167 0.0325853 0.0013038 0.0104141 0.0410489 0.0114657 0.013585 0.00289907 0.00274774 0.00883167 0.00273072 0.00257981 0.00227637 0.00777336 0.0243423 0.00517273 0.00373676 0.00850244 0.0243
threshold=-0.06828999999999999 -0.054619999999999995 0.11002000000000002 85.963448721100022 62.132955852800002 -0.061874999999999999 0.091375000000000026 -0.075639999999999999 85.925810307250018 39.337369931850013 -0.078649999999999984 89.953120586650016 -0.077085000000000001 -0.086139999999999994 41.806790701050012 -0.080019999999999994 -0.085584999999999994 -0.081629999999999994 -0.083064999999999986 0.083495000000000028 61.998532946250002 -0.088224999999999984 86.756543869550015 86.054856297550018 61.901748453550006 85.732241321850012 83.941728207000011 0.093735000000000027 39.896141435400004 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=7 2 3 -2 -5 -6 -7 10 -9 -10 13 12 -12 21 15 16 -15 -18 -16 -20 -21 23 -23 24 25 26 -1 28 29 -25
right_child=1 -3 -4 4 5 6 -8 8 9 -11 11 -13 -14 14 18 -17 17 -19 19 20 -22 22 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.011097325893455733 -0.030369351328875329 0.00018991421542248813 -0.058512001241008284 0.10023373273309691 -0.083291377172597672 -0.006038231598820578 0.072879111365603752 0.00080239541255046213 0.0011037921627915941 -0.015411645775443784 0.099183506079327161 0.00088705372506583946 -0.012158719344524343 -0.014889863656791303 0.0066626953628256746 -0.00084804926004269736 -0.10149501718186604 -0.02023362327615455 0.0031014858121662489 0.0021035078452728566 -0.013330736419973364 4.1099169938632537e-05 0.009348584040143831 -0.006409019526470436 0.0013472435177887549 0.10038604931461913 -0.054007995137540538 -0.0039597501656544057 -0.00018882855498898558 0.082290825780972326
leaf_weight=0.046317792095162846 0.051924812617019422 19.777687705795877 0.032661799508446165 0.071149983326904476 0.017791733201839577 0.019391023263466423 0.023390277190628694 2.3926497166510239 0.56128659394443736 0.65007142480506364 0.044649671850493178 0.5490898270347957 0.063904250768247794 0.038832616806175224 0.628273014020586 0.56975934958353613 0.073455151688080811 0.028576082648385182 1.0433253817760566 1.0227742126317023 0.58154488621414469 0.58234722444262732 0.60946360218179052 0.086944553428288107 3.1095952890546257 0.032634102739393711 0.016569122640689216 2.8463028513761328 9.4236971614121536 0.047902694058638451
leaf_count=276 20 1309 21 18 23 38 19 21 41 45 71 38 18 12 38 23 60 17 32 13 74 21 50 258 301 3 34 317 796 27
internal_value=6.9413e-07 0.00037538 0.0173329 0.0308219 0.0549434 0.00174462 0.0371091 -0.000298367 -0.00207527 -0.00775917 2.42587e-07 0.00629306 0.0336378 -0.000198832 -0.00182466 -0.0127985 -0.0611352 -0.078736 0.000555827 -0.000893303 -0.00349121 0.000186926 0.00480072 -0.000165334 0.00221038 0.030309 -0.00605629 -0.000779162 0.00016794 0.0251004
internal_weight=45.044 19.994 0.21631 0.183648 0.131723 0.060573 0.0427813 25.05 3.60401 1.21136 21.446 0.657644 0.108554 20.7883 3.98654 0.710623 0.140864 0.102031 3.27592 2.64764 1.60432 16.8018 1.19181 15.61 3.20512 0.095521 0.0628869 12.4048 9.55854 0.134847
internal_count=4034 1448 139 118 98 80 57 2586 107 86 2479 127 89 2352 269 112 89 77 157 119 87 2083 71 2012 614 313 310 1398 1081 285
is_linear=0
shrinkage=0.1


Tree=601
num_leaves=31
num_cat=0
split_feature=3 2 3 2 4 0 0 0 0 2 3 0 3 0 4 2 2 3 2 2 2 2 4 0 0 1 3 0 1 1
split_gain=0.000585215 0.00354818 0.00984997 0.00418994 0.00323385 0.00409832 0.00681954 0.00656074 0.00411718 0.00433643 0.00372535 0.00386109 0.00219852 0.00280795 0.00668846 0.00194575 0.00319379 0.00456101 0.0293466 0.0351506 0.0512763 0.042455 0.00598342 0.0365743 0.0274947 0.0201941 0.00179215 0.00160379 0.00425772 0.00202685
threshold=0.09013000000000003 -0.14429 0.089675000000000019 -0.60918499999999998 38.804080188450008 97.521130223850008 98.413698323200009 95.620390325650007 91.394134144600017 -0.15447999999999998 0.083950000000000011 95.469836670350006 -0.25095999999999996 86.135510041400025 47.927946529500012 -0.093879999999999991 -0.06828999999999999 0.049900000000000007 -0.080019999999999994 -0.075639999999999999 -0.078649999999999984 -0.077085000000000001 42.402981339000007 86.89903215050002 90.407470010750018 75.499969677400017 0.090735000000000024 86.565663342300013 62.111448187750007 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 2 3 -1 -5 7 -7 8 9 12 11 -10 -6 14 -14 27 17 -17 22 20 -20 -22 -19 -24 -25 -26 -2 28 29 -3
right_child=26 15 -4 4 5 6 -8 -9 10 -11 -12 -13 13 -15 -16 16 -18 18 19 -21 21 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.10074518624523761 0.0057189289765983663 0.0030260023019009919 -0.10183216736943967 -0.074525710876584841 -0.025400181312114019 0.099516622837914626 -0.10002821127667053 -0.10021297561601182 -0.10007093816036139 -0.059347008186669693 0.090025728945411485 0.10005103875178696 -0.10008417604315181 0.056845529262877885 0.035443722563734625 0.00091816165386265501 0.00018817031949870298 -0.00044131294860460423 -0.10164369432856046 -0.091944583479991099 0.10011300604041405 -0.03248002129811927 -0.00023480797557052488 -0.10151113857436676 -0.056291179002920182 0.068651583005255118 0.00021487587513202143 0.00028820884530160923 -0.0035680259565881592 0.011630683015362773
leaf_weight=0.0046062034289278955 0.60810133807887368 0.53465691109069602 0.012486823605579289 0.005939002341147275 0.014950601437268757 0.008578567787068888 0.0021398894347635687 0.0067871593611279471 0.0025727438483684759 0.013092580658849336 0.0088803626288154192 0.0015419020783156157 0.005172583253155969 0.012893282042342413 0.012301262865548779 2.0972929933926712 10.081212521849649 2.6375620876723187 0.0421104915106012 0.082449050508123345 0.046021145824397536 0.050809033022233052 0.57554991332861494 0.069933836290147156 0.032464846610821496 0.021505025782370346 21.767942737051762 5.1746817461880115 0.51839879361409646 0.5609683707473323
leaf_count=46 42 38 14 240 58 8 295 17 92 7 6 1 170 27 34 69 906 140 13 34 76 21 49 21 26 26 1219 296 22 21
internal_value=1.7886e-06 -0.00035669 -0.0181161 -0.00760544 -0.00308229 0.00168993 0.0596784 -0.00625901 0.00267142 -0.00865462 0.05358 -0.0250782 0.00599073 0.0214454 -0.00467505 -0.000268433 -0.000878868 -0.00278085 -0.00496101 -0.0402185 -0.0095237 0.0305384 -0.0026219 -0.0108447 -0.0601289 -0.00650605 0.000364456 0.00114662 0.00389874 0.00743166
internal_weight=45.0136 22.6376 0.111943 0.0994561 0.0948499 0.0889109 0.0107185 0.0781925 0.0714053 0.0584103 0.012995 0.00411465 0.0453177 0.0303671 0.0174738 22.5256 15.7369 5.6557 3.55841 0.22139 0.138941 0.0968302 3.33702 0.699454 0.123904 0.0539699 22.376 6.78871 1.61402 1.09563
internal_count=4034 2773 1015 1001 955 715 303 412 395 296 99 93 289 231 204 1758 1381 475 406 144 110 97 262 122 73 52 1261 377 81 59
is_linear=0
shrinkage=0.1


Tree=602
num_leaves=31
num_cat=0
split_feature=1 0 3 1 1 2 3 1 1 2 2 3 4 3 2 2 2 3 3 3 4 0 4 3 2 3 3 3 4 2
split_gain=0.000515037 0.013087 0.00888811 0.0104093 0.00470058 0.0119531 0.0141895 0.00186904 0.00109374 0.00163198 0.0224693 0.00579373 0.00476799 0.00297318 0.000988881 0.000747383 0.00117602 0.000657356 0.00286276 0.00233538 0.00247383 0.00734192 0.0417777 0.00485271 0.00212063 0.0066529 0.00454014 0.0287621 0.0141845 0.00266114
threshold=77.543197856500015 100.27142289135001 0.087475000000000011 78.10777406390001 78.728807892050014 0.10957500000000002 0.089920000000000014 75.951630643300021 80.882262854550007 0.061925000000000015 0.059320000000000012 0.086355000000000029 38.969453495950006 0.086230000000000015 0.070580000000000018 0.20949500000000004 0.13747000000000004 0.09013000000000003 0.089415000000000022 0.09091500000000001 41.872294782850005 86.692020874450009 42.824128352900011 0.10065000000000003 -0.094519999999999993 0.088075000000000028 0.08673500000000002 0.08766000000000003 42.660927378600007 -0.08854999999999999
decision_type=2 2 2 2 2 2 2 2 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 -3 15 14 10 11 12 -10 -14 -6 16 17 18 24 -19 -21 22 23 -22 -1 26 29 28 -28 -26
right_child=1 4 -4 -5 8 -7 -8 -9 9 -11 -12 -13 13 -15 -16 -17 -18 19 -20 20 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0012118900708312794 0.097656680048205283 0.040847836993753252 0.059724717596540348 -0.089513092846000772 -0.006012859586896728 0.091484177605626799 -0.066209135220437296 -0.0057672678048148228 0.098307811478743776 -0.00044634486201928131 0.099993996053213907 -0.00023163734217534465 -0.10004291463421543 0.099202434149400873 0.00018944464824140336 0.0035392290942700059 -0.0042995879781914936 0.0066022753414006173 -0.0074671964818542828 0.00074616330910671374 -0.048073839772423715 6.2146695482536088e-05 -0.0005650865309775882 -0.090596841324995889 -0.007711811970050695 -0.01093364340846458 0.07068142139082137 -0.002915991668789023 0.0073123309169056587 -0.00059041549255693258
leaf_weight=6.8354785035708554 0.0043664653626368519 0.03289386213954415 0.059458198016486108 0.0092996241514420319 0.52454557583357064 0.019914748256042003 0.019852515576189944 0.57432614691243955 0.0105533078543413 2.0418196192054792 0.024151327751495089 0.53364750937476346 0.0023650414348907788 0.0010960061150626643 0.50410883503967785 0.58074811309150831 0.6479946816690888 0.59034493785073294 0.55843897902678818 15.529880361140764 0.055153936890007471 2.6867054989802455 0.54809478263133826 0.052271918257403627 0.55203377956155186 0.63708682276978912 0.091942630642280032 0.57603056497316629 0.057360371865115667 10.610064378169399
leaf_count=835 7 38 34 68 98 10 28 133 107 192 9 324 367 4 13 106 82 29 52 504 31 117 45 51 50 62 41 52 13 532
internal_value=1.09116e-07 0.00111595 0.0430103 -0.0297103 0.000291311 0.0254759 0.000554071 -0.000102525 -0.000211105 0.000876027 0.00559793 0.00143516 0.0649044 -0.0369481 -0.00297332 -2.24111e-05 -7.40841e-05 -4.55539e-06 -0.000408414 0.000408765 0.000215023 -0.00225295 -0.0117416 -0.0687649 -0.000204803 -0.000977988 -0.000444432 0.00722202 0.0463358 -0.000942612
internal_weight=44.972 3.78807 0.0731243 0.0136661 3.71495 0.0726611 0.0527464 41.184 3.64229 2.61363 0.571813 0.547662 0.0140144 0.00346105 1.02865 40.6096 40.0289 39.3809 19.9184 19.4625 18.8721 3.34223 0.655521 0.107426 19.36 12.5245 11.8874 0.725334 0.149303 11.1621
internal_count=4034 1299 109 75 1190 76 66 2735 1114 1003 811 802 478 371 111 2602 2496 2414 1637 777 748 244 127 82 1585 750 688 106 54 582
is_linear=0
shrinkage=0.1


Tree=603
num_leaves=31
num_cat=0
split_feature=0 0 4 2 3 0 2 4 3 3 3 2 2 4 2 0 2 4 1 4 0 1 2 0 2 0 1 2 4 0
split_gain=0.000493853 0.00219569 0.0037879 0.00425839 0.00143831 0.00109545 0.000866822 0.00227594 0.000428622 0.00176882 0.00253308 0.00151614 0.00516563 0.011247 0.00681592 0.00332814 0.00415189 0.0025747 0.00634158 0.002632 0.00318385 0.00463026 0.00507169 0.0077489 0.00178377 0.015023 0.0176326 0.0240561 0.014054 0.00508809
threshold=102.89804648475001 103.48144189910001 40.844669808050007 -0.0068649999999999996 0.086355000000000029 102.21786657775002 -0.0019399999999999999 42.536568606950006 0.09180000000000002 0.092260000000000023 0.092835000000000015 -0.089795 -0.083954999999999988 41.092444989200011 -0.076484999999999984 85.963448721100022 -0.117885 41.481306584950012 62.165217350350012 35.171584490050009 85.963448721100022 70.171445662850019 0.0023400000000000005 85.995710218650018 -0.13125999999999996 87.170566421650008 65.907551067950024 -0.59168499999999991 41.092444989200011 97.752337623100019
decision_type=2 2 2 2 2 2 2 2 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 -4 8 -5 -8 -1 -10 -11 15 13 -13 -14 -12 24 19 -19 -16 -21 22 23 -22 25 -17 -27 29 -29 -28
right_child=1 2 3 6 -6 -7 7 -9 9 10 11 12 14 -15 17 16 -18 18 -20 20 21 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.00030695864170205908 -0.0018524487372350324 -0.10007597904345536 0.0080181550687898947 0.10008827986881477 -0.10010033129117386 0.0044035672071732566 0.085768065898567739 -0.10010151724610972 0.00351414570710321 -0.0064986491387276817 0.0020488428734665217 -0.0030942936085820772 -0.010598670998430043 0.016632014391949564 -0.0053836129139846244 -0.068424901476816569 -0.010712304593452168 -0.010682122963321721 0.00064856866069359725 -0.0011809110571180757 0.0013957339494315897 0.00066011208590329373 0.002344108876025586 0.017555915120085582 -0.00014042393772308081 0.071357211564751985 0.078910091076592276 -0.080377039605508113 0.0058433411437032786 0.011910842550167503
leaf_weight=23.795135746139657 0.5033213285779996 0.0062793492202320575 0.0018300572378476812 0.0026648440398275852 0.0037551564302829021 0.56708758933778725 0.0018937422120651063 0.0010102132518946538 1.5962997222693527 0.57329803086696784 1.5956463201293414 0.55709912420669272 0.56246765772572871 0.60066923773410963 0.53428142552432234 0.036169652499666305 0.6437188603836147 0.64864610194275352 2.0711786775472376 2.5116745890808243 0.50470116734504722 3.6463783654878341 1.5982077989419847 0.72004385432228446 1.5165625538211314 0.030455003841780126 0.02212184720667687 0.048395570979756775 0.031024318479467183 0.02324523771198983
leaf_count=2107 40 434 247 1 133 61 33 72 40 52 88 26 38 17 28 15 68 74 69 60 2 83 44 46 11 25 16 50 30 24
internal_value=7.05219e-07 -0.00306092 -0.0379509 -0.00297654 -0.0646741 3.65863e-05 0.0589029 0.0211087 -1.9867e-05 0.000320472 4.45431e-05 0.000254076 0.000743507 0.00714004 0.000164828 -0.00147625 -0.00386806 0.000659643 -0.00205367 0.00143521 0.00184086 0.00301404 0.00605459 0.0108965 -0.00128853 -0.0103851 0.00313758 -0.0135118 -0.0466962 0.0445809
internal_weight=44.9553 0.520755 0.0174334 0.011154 0.00558521 44.4345 0.0055688 0.00290396 43.8674 20.0723 18.476 17.9027 13.9553 1.15777 12.7976 3.94734 2.35169 12.2351 2.71982 9.51529 8.98101 6.46933 2.82295 1.22475 1.70797 0.191412 0.155242 0.124787 0.0794199 0.0453671
internal_count=4034 960 920 486 380 3074 106 105 3013 906 866 814 487 43 444 327 239 406 143 263 235 175 92 48 171 160 145 120 80 40
is_linear=0
shrinkage=0.1


Tree=604
num_leaves=31
num_cat=0
split_feature=0 1 1 3 3 2 2 3 3 0 3 3 3 0 4 4 4 4 2 3 2 3 4 1 3 3 1 2 0 2
split_gain=0.000563216 0.00255506 0.0019687 0.0201504 0.0186174 0.00428279 0.0142258 0.00188379 0.00874157 0.063906 0.00382328 0.00357966 0.00343784 0.00505849 0.0029685 0.00194012 0.00247513 0.00271516 0.00280195 0.00380218 0.0017155 0.00330064 0.00334409 0.00222975 0.00819901 0.00185552 0.0106395 0.00246244 0.00245639 0.00293132
threshold=87.170566421650008 62.116825104000007 62.132955852800002 0.08674500000000003 0.093325000000000033 -0.10423499999999999 -0.06483499999999999 0.09013000000000003 0.087555000000000022 86.20003303655001 0.10301500000000002 0.086520000000000027 0.095750000000000016 86.83719761350001 41.535369675400013 39.577821550850011 40.316494640950005 40.583589072600013 -0.086139999999999994 0.10791500000000002 -0.085584999999999994 -0.24238499999999999 41.741384785950011 62.095317438950012 0.08376500000000002 -0.032704999999999991 61.966271448700006 -0.10623499999999998 71.131225215400022 -0.23349
decision_type=2 2 2 2 2 2 2 2 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 -7 8 11 -10 12 20 14 -14 -9 -12 -17 -18 -19 -20 23 -22 -23 24 25 26 27 28 -1 -30
right_child=1 -3 3 4 5 6 -8 10 9 -11 15 -13 13 -15 -16 16 17 18 19 -21 21 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.10018031958859697 0.0064455718480614212 0.00016769439626081965 -0.00012569565676706179 -0.09640619263745924 0.016042448885093274 -0.100717828524558 0.020775996825472431 -0.00023074646476191723 0.0042771442247699814 -0.067213830079119866 0.0021286324346652184 0.0074432450177561423 0.012719977808842374 -0.00052532634050637516 0.0048379412747824417 -0.0064107224543437343 0.0035186538732314755 -0.00014824488249236018 -0.00089823458789857903 -0.012206601468603516 -0.00022671413308179291 -0.012074162694180275 -0.0011738802885191849 -0.00060212545269481763 0.055246385000829269 0.0017399747477771042 0.099032758003135851 -0.10012758549114334 -0.020915396399255597 0.048816885328725371
leaf_weight=0.0022605605707978474 0.66810099967551906 21.872660956964278 1.0786573007751497 0.042941608376805163 0.029817863183907889 0.017638208309676884 0.021246996966993947 4.0573179657616141 0.55133453820113221 0.16171180716628442 1.4537092055034007 0.54895973450709323 0.68439131186897817 0.49824624508619308 1.6154970589736626 1.0245044337934812 1.0365067112579707 2.0957630992194818 0.63198417742387458 0.56148407100550912 2.0696894491053235 0.59836449833440031 0.53140671348198598 2.4966681258305243 0.032262967589929303 0.51538511141894494 0.012960622587371073 0.0027272581964922762 0.014178293561429658 0.01048724787640554
leaf_count=92 56 2602 155 35 14 17 28 48 63 32 36 20 65 2 41 16 10 34 29 34 85 57 163 19 28 39 63 6 66 79
internal_value=8.71955e-07 0.000353769 -0.000354272 -0.00431161 -0.0447539 -0.0124696 -0.0343332 -0.000132164 -0.00139998 -0.0119363 0.000568451 -0.00030086 0.00223518 0.00713972 0.00121271 -0.00111089 -0.0019911 -0.000944361 -0.00235075 -0.00621842 -0.000977115 -0.00259975 -0.00694703 0.000704668 0.00623209 0.00339813 0.0234524 -0.00958162 -0.000410514 0.00873324
internal_weight=44.9389 22.5408 22.3981 1.1903 0.111645 0.0687031 0.0388852 21.2078 7.5484 0.713046 13.6594 6.83535 6.85545 1.18264 5.67282 6.80395 5.35024 4.32574 3.28923 1.19347 6.28639 3.19946 1.12977 3.08693 0.590262 0.557999 0.042614 0.0296534 0.0269261 0.0246655
internal_count=4034 2658 1376 249 94 59 45 1127 812 95 315 717 156 67 89 159 123 107 97 63 697 305 220 392 373 345 306 243 237 145
is_linear=0
shrinkage=0.1


Tree=605
num_leaves=31
num_cat=0
split_feature=2 0 2 0 4 3 1 0 0 1 3 3 0 0 0 3 1 3 0 2 2 0 0 1 1 3 2 2 0 2
split_gain=0.000576837 0.00168185 0.0132783 0.0103472 0.0108155 0.00352449 0.00335896 0.00152503 0.00283401 0.00117564 0.00812906 0.0187151 0.00553447 0.0064541 0.00732829 0.00574105 0.00348339 0.00216259 0.00215951 0.0014323 0.00559834 0.0141203 0.0409301 0.00475371 0.0270095 0.0411965 0.0498339 0.0456322 0.00525472 0.00171952
threshold=-0.06828999999999999 85.963448721100022 -0.018034999999999999 85.812895065800021 40.720231579350006 0.10371000000000001 61.93938686740001 86.329079026800017 86.479632682150012 75.166600869200025 0.088220000000000021 0.087555000000000022 98.413698323200009 101.55650587770002 102.03236296680001 0.082535000000000011 73.037342029850024 0.086230000000000015 97.39208423365001 -0.083424999999999985 -0.08786999999999999 85.705356740550016 86.756543869550015 62.079186690200011 63.154569942350008 0.08729000000000002 -0.075639999999999999 -0.081354999999999997 87.350693116400024 -0.094519999999999993
decision_type=2 2 2 2 2 2 2 2 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 -2 -6 -3 -8 -9 16 11 12 15 -14 -15 18 19 -16 -11 20 29 -22 -23 -21 25 26 27 -25 -29 -1
right_child=1 6 -4 -5 5 -7 7 8 -10 10 -12 -13 13 14 17 -17 -18 -19 -20 23 21 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00051925351519133817 -0.052056524780314431 0.0081415672474635433 -7.4438599740776838e-05 -0.070032695012210794 0.051372361521737943 -0.0046134931767153383 -0.00428401152743521 0.0074471945361856348 0.00037447811581622263 -0.1001877409648767 0.00076290334894483721 0.099858675844346795 -0.08227405106277258 0.087921589226552646 -0.10012044729244665 0.073124828977688225 -0.0083066787638859021 0.044309038692332631 0.022856826227230509 -0.0005597541109074811 -0.00057058476077251916 -0.0074164033726779842 0.075967281972141351 -0.10104574223650116 0.0012792302290546367 -0.10158673970679209 -0.10137528489645911 0.095958097765851041 0.03682787761777969 -0.0018123594499158903
leaf_weight=9.7067618152320616 0.036640802284523599 0.58435762409954151 1.5898303219145506 0.048247130364870827 0.020736289507900629 0.024565277349239523 0.65911177533417031 0.58677835521666821 16.423908944994132 0.0032655810358284713 2.1918598145113286 0.027462521193228895 0.013636959507962843 0.0067430269127726206 0.0043725889978519193 0.013062648909908603 0.56278420142645913 0.001358919176473794 0.0025325536352625022 6.1025838601135538 0.53308235146005323 0.13611579341522884 0.10373014311315387 0.018821453297277801 0.64366619595926799 0.071532328074681573 0.037997877225279808 0.043218418679316528 0.023041619919240475 4.6917889978693372
leaf_count=1041 17 26 241 21 28 12 45 20 1038 50 303 14 43 9 449 11 86 41 5 118 17 20 40 15 92 11 6 71 2 142
internal_value=1.44887e-07 0.000400593 -0.00258873 -0.0332925 -0.0116601 0.0210134 0.000682266 0.00043558 0.000618449 -0.000320577 0.00185214 0.0348121 -0.0049089 -0.0347235 0.0172579 0.0363675 -0.00053754 -0.0658768 -0.0464434 -0.000339807 0.000204562 0.00849553 0.0286459 -0.0015297 -0.0085908 -0.0412353 -0.00615978 0.036364 0.0753958 -0.000240506
internal_weight=44.9136 19.9742 1.72002 0.130189 0.0819424 0.0453016 18.2542 17.6698 17.0107 24.9394 2.26429 0.0724348 0.0449723 0.0261115 0.0124745 0.0188608 22.6751 0.00573151 0.00579813 22.1123 15.1715 0.772928 0.239846 6.94086 0.838278 0.194612 0.123079 0.0850815 0.06626 14.3986
internal_count=4034 1448 319 78 57 40 1129 1103 1058 2586 925 622 608 542 499 66 1661 490 55 1575 1260 77 60 315 197 105 94 88 73 1183
is_linear=0
shrinkage=0.1


Tree=606
num_leaves=31
num_cat=0
split_feature=2 4 4 3 3 3 3 2 1 0 0 4 4 1 3 3 1 2 3 1 2 2 2 2 3 2 1 3 3 0
split_gain=0.000467684 0.00143905 0.00289025 0.00338725 0.0255946 0.0197713 0.00661607 0.00185653 0.00161168 0.00428366 0.00330846 0.0117135 0.025648 0.0111083 0.00276288 0.00244362 0.00211088 0.00254602 0.0199979 0.00133799 0.00364207 0.00106352 0.000991162 0.00298269 0.00170887 0.00298388 0.000959194 0.00722222 0.0171041 0.00480476
threshold=-0.06828999999999999 42.536568606950006 41.965809985500009 0.079470000000000027 0.43162500000000009 0.085610000000000019 0.093160000000000034 -0.02903 63.705703859100005 87.278104746850019 93.399723909900004 35.419594101850009 40.098777110850008 66.351146659450009 0.10661000000000002 0.10507500000000002 62.009286778800011 0.19040000000000004 0.093325000000000033 71.104340634100012 0.070580000000000018 0.0023400000000000005 -0.039434999999999998 0.059320000000000012 0.088075000000000028 0.23835000000000003 75.166600869200025 0.088220000000000021 0.087555000000000022 98.413698323200009
decision_type=2 2 2 2 2 2 2 2 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 8 -4 5 -5 -7 -3 9 14 11 -10 13 -13 15 16 17 18 -2 20 -12 -18 -21 -24 -25 -26 -1 28 29 -28
right_child=1 7 3 4 -6 6 -8 -9 10 -11 19 12 -14 -15 -16 -17 21 -19 -20 22 -22 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=-0.00048500274694833587 0.00019646975907100257 -0.0067312478897032903 -0.00053726039106036293 0.10017788064678571 -0.00042780102960245201 -0.011621043130035792 0.041499275508476097 -0.00047363497050987061 0.00042521958671717133 0.010009640604932897 0.0088530227674820956 -0.044395070886842858 -0.091697035816036263 0.017838056904013782 0.0051261951908178243 -0.0070487745060320503 -0.0036091304249005005 -0.0013783376052214241 0.045412347193315696 0.0012356607122811811 -0.0025686159647042264 0.00087306216984564793 -0.007583584499172698 -0.0018582968577229584 0.0081514083314228637 -0.00086858524428247126 0.034584892788116627 0.0006869483921687191 0.099791347201331926 -0.033711664104387327
leaf_weight=22.659635480007207 0.58662111787157634 0.54588336679648186 0.50191953229685526 0.047400000039488077 0.49857117235660553 0.037223525805856639 0.063349305847111737 3.6063112637806309 0.51653079769630483 0.5650847295182756 0.5807431043449458 0.04588545571641589 0.048074106990839915 0.076498704063851619 1.1502051984389252 0.49095790940918949 1.0829071690635603 0.54281703312514651 0.11738762806362502 2.5523160359352834 0.53765446312900167 1.0356466422090305 0.63550169878971363 2.4932722560578195 0.56791819574430835 1.035359945242323 0.01787557164865115 2.190838973908348 0.02486506465813676 0.024309082905355512
leaf_count=1661 86 98 33 9 2 42 33 315 21 56 51 21 46 37 32 7 30 20 26 75 30 17 132 139 37 53 66 303 14 542
internal_value=-2.15646e-07 0.000360448 0.000795569 0.00562652 0.0104115 0.046933 0.0218386 -0.00129631 0.000417148 0.00175632 -0.000403707 -0.00707597 -0.0298064 -0.00549499 0.000824775 -0.000458182 0.000503285 0.0037679 0.00773584 0.0001418 0.00336222 -0.00141803 -0.000352644 -0.00120932 -0.000220479 0.00232651 -0.000289152 0.00167636 0.0340053 -0.00477128
internal_weight=44.8796 19.962 15.8098 1.14846 0.646544 0.147973 0.100573 4.15219 14.6614 5.57163 9.08975 0.686989 0.170458 0.122384 5.00654 3.85634 3.36538 1.24683 0.704009 8.40277 1.1184 2.11855 7.28437 4.73205 4.09655 1.60328 24.9175 2.25789 0.0670497 0.0421847
internal_count=4034 1448 1035 119 86 84 75 413 916 274 642 125 104 58 218 186 179 132 112 517 81 47 436 361 229 90 2586 925 622 608
is_linear=0
shrinkage=0.1


Tree=607
num_leaves=31
num_cat=0
split_feature=1 0 3 1 1 2 3 1 2 2 1 3 1 1 2 2 3 4 3 2 1 1 2 4 0 4 3 4 0 1
split_gain=0.000408238 0.0114227 0.00700541 0.00835847 0.00405321 0.0106157 0.0122989 0.00170163 0.000906867 0.000972353 0.0139751 0.0367897 0.00771167 0.000836979 0.00104645 0.0196928 0.00553823 0.00399345 0.00232687 0.000802476 0.000594754 0.00474541 0.000877817 0.0125853 0.0196932 0.0100462 0.00610708 0.014819 0.0131626 0.00549581
threshold=77.543197856500015 100.27142289135001 0.087475000000000011 78.10777406390001 78.728807892050014 0.10957500000000002 0.089920000000000014 75.951630643300021 0.20949500000000004 0.086310000000000026 62.057679025150001 0.11379500000000002 66.590419433100024 80.882262854550007 0.061925000000000015 0.059320000000000012 0.086355000000000029 38.969453495950006 0.085335000000000022 0.070580000000000018 74.739136026450012 72.378669787950017 -0.13953999999999997 40.241071441700008 91.394134144600017 38.121007182500009 0.092505000000000018 41.243661560350013 88.17067284620002 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=7 2 3 -2 5 6 -3 8 9 20 -11 12 -12 19 15 16 17 -15 -19 -6 21 22 23 24 25 29 -25 -28 -29 -1
right_child=1 4 -4 -5 13 -7 -8 -9 -10 10 11 -13 -14 14 -16 -17 -18 18 -20 -21 -22 -23 -24 26 -26 -27 27 28 -30 -31
leaf_value=0.041735269526422931 0.096771941945846318 0.039009255945889755 0.055734753094310613 -0.087689462691070807 -0.0053569622237387158 0.089788499986734396 -0.062779833077022978 -0.0055005416715698972 0.0039073764843012056 0.002865943847341262 -0.037905266152223935 0.044006381943594935 -0.096273106106234005 0.09831154944405307 -0.00030718247120342695 0.099949984012740314 -0.00064698111177878439 -0.10003693294380836 0.085303436301948921 0.00022877270125222501 0.0010512216557454236 -0.0091456907580932858 -0.00011550312935943073 0.0025363439852805671 0.063762994998989742 -0.086165455068231755 0.073802491258321432 -0.060979104353034122 0.044985621457955066 -0.1002661349972826
leaf_weight=0.011462974320359254 0.0035737312256273199 0.031566723915508965 0.057138667118763919 0.0078576455522352262 0.52529045372013861 0.018200611740894601 0.019024148143216735 0.57335799426004186 0.58118648116532412 0.59461683360902284 0.042706399305174614 0.042353288081358187 0.048165909146547392 0.0095173755961632522 2.0435604334484303 0.020841795664612306 0.53125155875426511 0.0019182687027312914 0.0010471508742273539 0.50395236827485279 4.6994857205337643 0.57635282944135369 32.133750579467431 1.6372147511450172 0.015334069840832854 0.046049495040776378 0.040685289470275054 0.023748104042169871 0.023149545082560508 0.0035756756282392397
leaf_count=163 7 38 34 68 98 10 28 133 106 48 29 12 52 107 192 9 324 352 19 13 121 96 1461 380 22 36 23 23 21 9
internal_value=5.29112e-07 0.000995774 0.0414381 -0.0300223 0.000247526 0.0242947 0.000732574 -9.08921e-05 -1.43453e-05 -7.14141e-05 -0.003693 -0.0329671 -0.0688425 -0.000207263 0.000745658 0.00455656 0.000900046 0.0667395 -0.0345894 -0.002622 -4.18906e-06 -0.000147907 4.91195e-06 0.00215312 -0.0375576 -0.0629907 0.00391262 0.0296397 -0.00867296 0.0079722
internal_weight=44.8679 3.77474 0.06857 0.0114314 3.70617 0.0687915 0.0505909 41.0932 40.5198 39.9387 0.727842 0.133226 0.0908723 3.63738 2.60814 0.564576 0.543734 0.0124828 0.00296542 1.02924 39.2108 34.5113 33.935 1.80122 0.0764222 0.0610881 1.7248 0.0875829 0.0468976 0.0150386
internal_count=4034 1299 109 75 1190 76 66 2735 2602 2496 141 93 81 1114 1003 811 802 478 371 111 2355 2234 2138 677 230 208 447 67 44 172
is_linear=0
shrinkage=0.1


Tree=608
num_leaves=31
num_cat=0
split_feature=4 4 2 0 2 4 0 0 3 2 4 3 4 3 3 4 3 2 2 4 2 0 4 1 2 2 1 1 4 2
split_gain=0.000438742 0.00206608 0.00881579 0.0113778 0.0104474 0.00548112 0.00377612 0.00234933 0.00110673 0.00748848 0.0129124 0.00545333 0.00724398 0.00148475 0.00119724 0.00102455 0.00145835 0.000921861 0.0015627 0.0104185 0.00822566 0.0115693 0.0198755 0.000672936 0.00175855 0.0229082 0.00377743 0.017209 0.00359302 0.0109681
threshold=37.038444968100009 35.419594101850009 -0.081354999999999997 89.582113364650013 -0.117885 36.124181380200007 90.407470010750018 97.752337623100019 0.10546000000000001 -0.055334999999999995 32.051492741500006 0.094375000000000028 34.41230404325001 -0.50325999999999993 0.09062000000000002 37.784765830350004 0.093905000000000016 0.23835000000000003 0.13006000000000004 38.121007182500009 0.15607500000000005 86.420486603250012 41.066313126200008 80.677940036650014 0.061925000000000015 -0.041369999999999997 81.188747081400024 81.320481529800006 42.558389508100007 -0.085584999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 5 6 -3 -5 -8 9 10 14 12 13 -12 -1 16 -2 18 23 -20 -21 -22 -23 -17 25 28 -27 -28 29 -25
right_child=15 2 -4 4 -6 -7 7 -9 -10 -11 11 -13 -14 -15 -16 17 -18 -19 19 20 21 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.013473259704846204 -0.00058569750612047749 -0.054943356159921047 -0.0028558477642514663 0.1000734805191395 -0.10056212706178456 0.098987809305105992 -0.10014600487820043 0.068691191903556381 -0.0014543652872691462 0.00032054798666488209 0.1000102880602612 0.077975975017403068 -0.1001951826454008 0.013264191438963924 -0.1004416908918975 -0.00013020976728995737 0.0066453812774255536 -0.004024266760595154 -0.0020611887799611411 0.071570627479984605 -0.034295473555383156 -0.01423281317940895 0.075289488205525598 0.027476754556838991 -9.7306001739379575e-05 0.10028118578772981 0.10019427192263855 -0.10016921770848773 0.0024518370294265082 -0.10037951310734933
leaf_weight=0.00214607420781604 0.55278368051589255 0.0035412095334663718 0.5839645866872728 0.0038840743945911518 0.029399515929054265 0.0066707210463956557 0.0023799766236081155 0.0012607263832987159 1.0259537940190266 0.53536764247045998 0.0041450101909958912 0.035944865130807635 0.0045005086395439884 0.0037656670886838097 0.0060322309555908005 38.127843129030296 0.56292735456525422 0.56376750772341822 0.53675370092969288 0.032649888642062308 0.034509247089317796 0.047102720734528702 0.052377932220451839 0.013714023227907046 1.5023128422694545 0.025064177345488048 0.014953411184251308 0.0060093293014245033 0.51203153563457537 0.013136331238497223
leaf_count=103 87 21 83 2 39 36 14 45 63 115 3 25 23 41 14 2317 37 135 4 30 29 37 33 190 53 5 3 141 240 66
internal_value=4.58229e-07 -0.00136081 -0.00621373 -0.0478141 -0.0736515 0.0456088 0.0314891 -0.04168 0.000532245 0.00397567 0.0385889 0.0582429 0.0010928 0.0587171 -0.0776203 7.23261e-05 0.00306271 -8.1037e-06 4.72303e-05 0.00472 0.0265625 0.0155951 0.0329019 -3.45001e-05 0.00171385 0.00636574 0.0740819 0.0427566 0.000581976 -0.0350759
internal_weight=44.8469 2.24896 0.631101 0.0471362 0.0369243 0.0102119 0.00752478 0.0036407 1.61786 0.591902 0.0565344 0.0483561 0.0124112 0.00791068 0.00817831 42.5979 1.11571 41.4822 40.9185 0.703393 0.16664 0.13399 0.0994807 40.2151 2.08722 0.584909 0.0460269 0.0209627 0.538882 0.0268504
internal_count=4034 627 240 157 100 57 61 59 387 324 209 92 67 44 117 3407 124 3283 3148 133 129 99 70 3015 698 645 149 144 496 256
is_linear=0
shrinkage=0.1


Tree=609
num_leaves=31
num_cat=0
split_feature=0 0 4 2 3 2 1 0 1 3 3 2 2 4 2 1 1 1 4 3 2 4 4 2 1 3 2 0 0 0
split_gain=0.00036191 0.00187083 0.003322 0.00366192 0.0012364 0.000873307 0.000546745 0.00146887 0.00356406 0.0313596 0.034944 0.0017589 0.00819456 0.0151413 0.00369658 0.00116898 0.00228387 0.00109526 0.00233281 0.0228419 0.0102605 0.000820876 0.0026491 0.00611273 0.0253555 0.00948882 0.00368912 0.0078194 0.00161609 0.00104215
threshold=102.89804648475001 103.48144189910001 40.844669808050007 -0.0068649999999999996 0.086355000000000029 -0.0019399999999999999 77.543197856500015 97.878695155250014 72.752365468100024 0.088655000000000025 0.12201500000000003 0.12427500000000002 0.18145000000000003 39.952536079750011 0.15844000000000005 75.634392583900009 75.408562100950022 81.320481529800006 42.522337019050006 0.092505000000000018 -0.076484999999999984 35.419594101850009 37.445036092900004 -0.041369999999999997 65.611820673600008 0.091275000000000023 -0.081354999999999997 90.111739616350022 89.953120586650016 96.959242474650011
decision_type=2 2 2 2 2 2 2 2 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 -4 -5 7 11 -9 -10 -11 15 13 -13 -15 16 21 18 19 20 -8 -1 23 24 25 26 27 -23 -26 -24
right_child=1 2 3 5 -6 -7 17 8 9 10 -12 12 -14 14 -16 -17 -18 -19 -20 -21 -22 22 29 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0036603645605730868 -0.0015773091088645973 -0.10006573893536302 0.0068162702876494764 0.10008087775145454 -0.1000840554788493 0.01675368592913587 0.0083252442183112518 0.00062734515014715986 0.00078520078451241229 -0.1005588212394464 0.029961226352161942 -0.02027388397046893 0.0013338179761667442 0.099193349610771836 0.04312549301628113 -0.0046695751673226614 0.006489859864590131 -0.0013930185648819927 0.00036274827862555929 -0.00066730471671198779 0.071629852703720839 0.084226136152771178 0.00011904991107070569 -0.002669141950732853 -0.056669824795033845 -0.027973216738066325 0.10014609969983319 -0.10016046423463909 -0.10039472145400929 -0.0021825378840869612
leaf_weight=0.58198117987167464 0.50404831362412306 0.0054109188390344372 0.0016226199923413199 0.0024417957756668329 0.0032469397650887188 0.0025937809632950405 0.039975503912483723 1.0149662156979591 0.51635734688944968 0.06787190645677299 0.029396945748601411 0.029532930348071251 0.67785501160329864 0.02345363287621538 0.023582942773643367 0.53754119558480695 0.53898573973401553 1.0395629098994481 1.5186671558715881 0.5715318579471429 0.071214318642888852 0.0065845039057332855 34.308552201570208 0.55022593307830803 0.011874318036570131 0.020609770028386265 0.013145316857844591 0.0035345185024198145 0.029336787838765588 2.0870018965058525
leaf_count=158 40 434 247 1 133 105 32 50 65 75 21 26 130 23 17 53 18 143 91 50 34 59 1881 29 7 11 3 4 55 39
internal_value=9.06891e-07 -0.00262352 -0.037054 -0.00263239 -0.0644631 0.0571598 3.16659e-05 -6.70045e-05 -0.00301007 -0.00902652 -0.0611126 5.45114e-05 0.00483661 0.0358462 0.0710824 -3.87373e-05 2.6509e-05 0.00128211 0.00254539 0.00740051 0.0488703 -6.61097e-05 -0.000124675 -0.00652642 -0.0314705 0.0214363 0.065208 0.0198209 -0.0877961 -1.29282e-05
internal_weight=44.8327 0.519364 0.0153161 0.00990514 0.00486956 0.00503558 44.3133 41.0724 1.62859 0.613626 0.0972689 39.4438 0.754425 0.0765695 0.0470366 38.6894 38.1518 3.24095 2.20139 0.682722 0.11119 37.6128 37.0309 0.635311 0.0850852 0.0438741 0.0232643 0.010119 0.0412111 36.3956
internal_count=4034 960 920 486 380 106 3074 2724 211 161 96 2513 196 66 40 2317 2264 350 207 116 66 2246 2088 168 139 77 66 63 62 1920
is_linear=0
shrinkage=0.1


Tree=610
num_leaves=31
num_cat=0
split_feature=4 3 4 4 1 3 4 4 1 2 2 4 2 2 1 1 3 1 3 4 4 1 0 0 4 4 4 0 4 1
split_gain=0.000377978 0.00204268 0.015903 0.0140003 0.00383889 0.00279108 0.00578176 0.00146223 0.00204831 0.00141689 0.0406398 0.0112052 0.00786242 0.0149225 0.00555999 0.0123546 0.00245203 0.00893097 0.00376422 0.00323781 0.00178497 0.00123539 0.0085132 0.00707963 0.0363625 0.01534 0.0144647 0.00569838 0.0119072 0.00340035
threshold=40.563919884450009 -0.24532499999999999 40.241071441700008 39.525197829750006 71.494167063000006 -0.27172999999999997 33.708131650200009 40.80591513400001 62.041548276350007 -0.13953999999999997 -0.14259499999999997 41.32819714970001 -0.167075 -0.59681499999999998 62.116825104000007 62.079186690200011 0.09551500000000003 75.408562100950022 0.085035000000000013 43.384297312450009 48.226196960950006 66.590419433100024 93.399723909900004 87.350693116400024 37.038444968100009 39.861052345600008 38.625745710700009 91.937202686950016 37.903039192800001 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 2 3 4 5 6 -1 8 -2 10 11 12 13 -9 15 20 18 -18 -16 -20 -13 23 27 29 -25 26 -26 28 -23 -3
right_child=7 21 -4 -5 -6 -7 -8 9 -10 -11 -12 14 -14 -15 16 -17 17 -19 19 -21 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.10002240460505746 -0.0077613307744555937 0.001180733158445994 0.078997815299487573 -0.10167742923643344 -0.10010173037981761 0.10003996039777463 -0.064936851504101861 -0.10093608908768784 -0.0010737841160095116 -0.00014957845404316297 0.095827836896961893 -0.056634795333438515 -0.10105747277979114 0.060613760973844868 -0.00025657817301950149 0.091927443206448911 -0.07004888626739289 0.026886476614943353 0.055368729498748451 0.0025270861496545487 0.0044042895899928736 0.00022908935441036884 -5.4142425912434157e-05 -0.0002138345473313289 0.072531640686274698 0.10017375015700603 -0.0070868205305937501 -0.0099408153065091761 -0.10090486532626322 -0.0048544265695255433
leaf_weight=0.0037373493725256779 0.55841284596096263 7.2123984664986791 0.012381305184248959 0.022695128927903596 0.002259979505763089 0.0050055096767706907 0.0049242769574009415 0.010490061817691299 2.5469222270440026 22.735198363865067 0.045738991839258669 0.0060466131799928871 0.018010703382770443 0.012568452872486091 1.016829977069144 0.021313235673005693 0.02035133549816226 0.017833156925689764 0.023126401962242527 0.023256960133934912 0.023068878749199939 0.021760300417166145 8.5322986351888499 0.59629123949707796 0.044378750084433705 0.050730552082313807 0.046967424437752925 0.079953262865956276 0.025035813092330272 1.072375042369434
leaf_count=42 76 246 14 25 82 14 29 6 65 1595 11 85 19 41 439 6 26 28 26 30 52 14 819 51 19 26 25 32 31 60
internal_value=4.16161e-07 0.000359304 -0.0196244 -0.0512401 0.0206299 0.0405939 0.00624036 -0.000234607 -0.00227636 2.98623e-05 0.00332351 -0.000223371 -0.0515501 -0.0128805 0.00160672 0.0340763 0.000120064 -0.0247775 0.00101424 0.0288735 -0.00827211 0.000416946 -0.000436308 0.00123577 0.0106185 0.0560816 0.0315942 -0.0261623 -0.0538773 0.000399546
internal_weight=44.8124 17.7332 0.0510035 0.0386222 0.0159271 0.0136671 0.00866163 27.0792 3.10534 23.9738 1.23863 1.1929 0.0410692 0.0230585 1.15183 0.0504287 1.1014 0.0381845 1.06321 0.0463834 0.0291155 17.6822 8.65905 9.02314 0.738368 0.142077 0.0913462 0.126749 0.0467961 8.28477
internal_count=4034 1529 206 192 167 85 71 2505 141 2364 769 758 66 47 692 143 549 54 495 56 137 1323 896 427 121 70 44 77 45 306
is_linear=0
shrinkage=0.1


Tree=611
num_leaves=31
num_cat=0
split_feature=2 0 4 0 2 2 2 2 0 2 2 1 4 2 0 2 1 2 1 0 4 1 1 4 1 2 0 4 3 4
split_gain=0.000404984 0.00172175 0.00581152 0.0356602 0.012269 0.00275541 0.00448232 0.00977007 0.00263682 0.00250833 0.00555248 0.00216861 0.00291607 0.0015287 0.00686494 0.00393249 0.00164966 0.00178325 0.00438802 0.00138016 0.0142782 0.0136295 0.00220339 0.0058987 0.00113858 0.00286891 0.00252639 0.00103418 0.00121421 0.00340066
threshold=-0.06828999999999999 86.329079026800017 40.80591513400001 86.054856297550018 -0.032369999999999996 0.045780000000000008 -0.031449999999999999 0.022350000000000005 86.479632682150012 -0.010319999999999999 -0.018034999999999999 62.009286778800011 37.903039192800001 -0.011675 87.638358136350021 0.04932000000000001 67.300172379550006 0.066710000000000019 72.378669787950017 86.643628628100018 40.00488309970001 64.407391431150018 75.166600869200025 41.147265497500008 75.077881750900005 -0.039434999999999998 94.773526014550015 38.748048509250005 0.43162500000000009 43.131467368600006
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 9 -3 10 -8 12 -2 14 -10 19 -17 18 -18 -15 -21 -22 -23 -24 26 -26 27 -16 29 -29
right_child=1 8 3 -5 5 -7 7 -9 13 -11 -12 -13 -14 15 24 16 17 -19 -20 20 21 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.00026805176916606141 -0.0018009720688072974 0.007285356295326755 -0.044301467872221618 -0.083556403792324152 0.049895846277642777 -0.00046095031329689104 -0.10020154417677679 0.077668854053383155 0.011357918357438842 -0.10027039142048147 0.043777504584025614 -0.0041508286506292749 0.008272905166677386 -0.0020224045843023537 -0.0024824295369074581 0.0053443268357911342 0.010078933843905364 -0.00080943569683605441 -0.00092811401058161746 -0.0028517967474360065 -0.011365588905811873 -0.1008411474647202 0.092925156409788434 -0.10018239509888383 0.00092571712764777869 -0.0073564548986906793 0.0057126070992301395 0.0089094631761618137 -0.00059939936485271035 -0.0022431852082447478
leaf_weight=24.872228251753505 0.5543701084506869 0.58436256388813745 0.064155186255689611 0.06007241718180012 0.029296492226421833 0.50361245991833448 0.0049009977710721122 0.0089680718956515193 0.64825612182176495 0.00646215554920082 0.0059064574230092157 0.56350301985611384 0.59656018788336951 0.49473330087493483 1.0341645139403683 0.61400449547440406 0.55911539209773709 6.1689950833072098 1.0282766001407257 0.53133063241229439 0.050506047366070561 0.032422181727724819 0.0022917932291477419 0.0051061436693720097 1.5235339013879337 0.57650556608937287 1.0741494622352545 0.59418548014218686 1.4939958825707436 0.50643210852649645
leaf_count=2586 29 20 34 27 2 150 20 3 35 11 25 32 41 3 27 71 12 392 72 36 20 47 6 58 66 103 28 65 6 7
internal_value=1.04359e-06 0.000337035 -0.00217617 -0.00997391 -0.00288219 0.00187016 0.0230098 -0.00701055 0.000680948 -0.0509844 -0.0215146 0.000932014 0.00342061 0.000453096 0.00152505 -0.00038885 0.000354698 -4.02862e-05 0.00294882 -0.00596377 -0.00910044 -0.0458572 -0.0896047 -0.04036 0.000588071 -0.00134792 0.00145256 0.000191555 0.00125736 0.00377775
internal_weight=44.7924 19.9202 2.39781 0.683374 0.623302 0.559147 0.0555342 0.0262377 17.5224 0.0172696 0.0108075 1.71443 1.15093 16.938 7.45122 9.48678 8.37039 7.75639 1.58739 1.11639 0.621657 0.0903262 0.0398201 0.00739794 6.80297 2.10004 4.70293 3.62878 2.59461 1.10062
internal_count=4034 1448 374 272 245 211 61 59 1074 56 45 102 70 1054 337 717 547 476 84 170 167 131 111 64 302 169 133 105 78 72
is_linear=0
shrinkage=0.1


Tree=612
num_leaves=31
num_cat=0
split_feature=0 1 1 3 4 0 0 2 3 4 0 4 3 3 0 1 3 2 2 1 1 2 2 4 4 3 4 4 0 4
split_gain=0.000340747 0.00184683 0.00134598 0.0113264 0.0152439 0.0194018 0.00615706 0.0058019 0.00562419 0.00173342 0.00593486 0.00176679 0.00210405 0.00264842 0.00251911 0.00344017 0.00572142 0.00388336 0.00491519 0.00273528 0.00319155 0.00515757 0.00576738 0.00201827 0.00605751 0.00308062 0.00126256 0.0470092 0.0219326 0.0103632
threshold=87.170566421650008 62.116825104000007 62.132955852800002 0.083745000000000028 41.942745071500006 86.162394622750014 85.791387400750025 -0.11347 0.085910000000000028 39.664548207900005 85.812895065800021 40.316494640950005 0.41214500000000009 0.11660000000000002 86.420486603250012 62.068432857650002 0.08376500000000002 -0.058374999999999996 -0.032369999999999996 62.111448187750007 62.014663695050011 -0.095854999999999996 -0.083424999999999985 40.563919884450009 41.147265497500008 0.091935000000000031 42.67709657435001 43.157831852650006 90.407470010750018 42.865207177650007
decision_type=2 2 2 2 2 2 2 2 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 6 -5 8 -6 10 -1 -11 13 14 15 17 -17 23 -19 20 -16 -22 -23 -13 -25 -26 -3 28 -28 -30
right_child=1 26 3 4 7 -7 -8 -9 -10 11 -12 12 -14 -15 19 16 -18 18 -20 -21 21 22 -24 24 25 -27 27 -29 29 -31
leaf_value=-0.0007421507509284632 0.0054789432009915004 0.00040648337386895876 -8.8745346946958554e-05 0.0040712562349350277 -0.10092971749744482 -0.041843868847174205 0.10006408497948818 -0.09234755864324197 0.011777528375976863 -0.0025783919033211897 0.01109282118155722 0.0077306186696285764 0.0061482666840339262 -0.0040641714038997696 0.00034842996844111005 -0.0013105608986724909 0.013128922882459365 -0.011504941725166818 0.00024560734327149669 0.0034675149927816265 -0.00074439171577766127 -0.0019575654309424546 -0.016192623092654932 -0.0083240758803195813 0.00089083422294735856 0.0071616414515577173 -0.10118419676236826 0.00063184307421503341 -0.095343054343625167 0.037413028111749569
leaf_weight=1.476058532864893 0.66199706498446431 19.03335851509874 1.0448205063196567 0.01074760898315763 0.0066396929069013613 0.044900077220518142 0.017663035658188164 0.038155460299186816 0.013288513917359523 3.0945567839650794 0.59432361752260465 0.5464422074413714 0.54333763626800724 1.5786207525259204 2.5800964175723493 0.49897712481882173 0.60972686626541872 0.53385666903546547 1.0683789209307908 1.0365073266730176 1.5056813586270434 0.52686749619897433 0.61900784249155594 0.57025920296052834 2.6662006678367294 1.1093885531224712 0.068182282939232564 2.6451696638585194 0.0080523893665418456 0.021796976745697805
leaf_count=218 56 1721 67 39 52 21 23 39 8 48 26 9 13 33 29 17 37 25 188 57 9 5 37 78 260 38 16 788 25 52
internal_value=3.61103e-07 0.000275593 -0.000276153 -0.00356867 -0.0312403 -0.000922118 0.0637505 -0.0695066 -0.0257743 -9.31177e-05 0.00265519 -0.000391215 3.19822e-05 -0.000183112 0.000258568 0.00148216 0.00663037 0.000603285 -0.00366962 -0.00122563 -0.00215545 -0.00459185 -0.00964742 0.00200267 0.00128244 0.0027334 0.000117413 -0.00188826 -0.0698878 0.00159975
internal_weight=44.7731 22.4386 22.3345 1.17621 0.131394 0.0733107 0.0284106 0.0580837 0.0199282 21.1583 2.07038 19.0879 15.9933 15.45 13.8714 7.60323 1.1087 6.49453 1.60224 6.26816 5.23165 2.65156 1.14588 4.89229 4.34585 3.77559 21.7766 2.7432 0.0980316 0.0298494
internal_count=4034 2658 1376 249 182 83 62 99 60 1127 244 883 835 822 789 652 54 598 213 137 80 51 42 385 376 298 2602 881 93 77
is_linear=0
shrinkage=0.1


Tree=613
num_leaves=31
num_cat=0
split_feature=2 0 2 4 1 4 0 4 3 2 0 2 1 2 1 0 3 4 1 1 1 4 4 1 0 2 2 4 4 4
split_gain=0.000399055 0.00172905 0.00664875 0.0244953 0.0247426 0.00886249 0.00278983 0.00150694 0.00289747 0.00135254 0.00717991 0.00286047 0.00138577 0.00146368 0.00352692 0.00114905 0.0115143 0.0225107 0.00997282 0.00182201 0.00104369 0.00114563 0.00602171 0.00100846 0.000868387 0.004176 0.0030841 0.00249184 0.048516 0.017586
threshold=-0.06828999999999999 86.329079026800017 -0.018034999999999999 39.861052345600008 62.030794443850006 41.436838994450007 86.479632682150012 41.035283712600005 0.10301500000000002 -0.011675 87.638358136350021 0.048475000000000011 67.300172379550006 0.066710000000000019 72.378669787950017 86.643628628100018 0.10010000000000002 41.481306584950012 65.687097501250022 69.563854125350005 75.271450736300025 38.748048509250005 40.377444152000002 76.599549052750021 86.256490657300006 -0.075639999999999999 -0.076484999999999984 41.806790701050012 41.942745071500006 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 2 3 -2 5 -5 -3 8 -4 10 -8 15 -13 14 -14 -11 17 18 -17 -20 21 -12 -23 -15 27 26 -26 -1 -29 -30
right_child=1 6 7 4 -6 -7 9 -9 -10 11 20 12 13 23 -16 16 -18 -19 19 -21 -22 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=3.4594217886092165e-05 0.00043874674356665991 0.0074689084802391174 0.0084163152578069327 -0.039986672585644034 -0.095715860169400369 0.013512229919458866 0.011501913715498423 -0.0030454453428431622 -0.0017766643843685681 -0.0015420451307721465 -0.0010457557785059496 0.0048677902359343522 0.0090111463667593341 -0.0018639911584243411 -0.00084944748907410524 0.051871328254585819 -0.0021830903466007654 -0.10091079333520159 -0.05778174267827943 -0.012108111033674573 -0.0036046095722934283 0.0081950100200167894 -0.00045409343941289781 0.00072577275174109132 -0.00064280443408103822 -0.0084653148201358653 0.0070377735166194614 0.096089301345713252 -0.064586140389118821 0.0028584840693445736
leaf_weight=8.1690917523701838 0.55230067091361013 0.5846607917665122 0.56949747061510991 0.071482376795756863 0.058028917855844853 0.05462860747801912 0.64886716767069508 0.53132669765934037 0.54649501937092282 0.49618835112778048 2.0837171968894381 0.61114652076216103 0.56040968693559934 3.5755888541556526 1.0283538392617138 0.02205632247205358 0.51939334888694977 0.037036354427789187 0.016762432700488716 0.018236130439305498 0.56974940824430031 1.0936204885365439 3.0497645648413254 2.5948108811131592 14.775216755916615 0.66506380593382886 0.54198324307071644 0.055361977720167155 0.041298122423977901 0.60541966790277901
leaf_count=385 20 20 62 22 40 29 35 192 9 3 42 71 15 113 74 11 24 85 5 37 162 35 63 279 1728 80 11 9 67 306
internal_value=-2.93883e-07 0.000333488 -0.00219324 -0.010092 -0.0416774 -0.0168121 0.000677462 0.00133793 0.00342487 0.000442866 0.00145154 -0.000349364 0.000283109 -7.80009e-05 0.00262871 -0.00512013 -0.0080141 -0.0402019 -0.000793568 -0.0339833 0.000492076 0.000866903 0.00182878 -0.000774929 -0.000267472 -0.000707859 -0.000371035 0.000525928 0.00624287 -0.0014484
internal_weight=44.7476 19.8941 2.38376 0.736441 0.18414 0.126111 17.5104 1.64732 1.11599 16.9257 7.44572 9.47998 8.37031 7.75916 1.58876 1.10967 0.613485 0.0940912 0.0570549 0.0349986 6.79685 6.2271 4.14339 6.1704 24.8534 15.9823 15.3172 8.87117 0.70208 0.646718
internal_count=4034 1448 374 111 91 51 1074 263 71 1054 337 717 552 481 89 165 162 138 53 42 302 140 98 392 2586 1819 1739 767 382 373
is_linear=0
shrinkage=0.1


Tree=614
num_leaves=31
num_cat=0
split_feature=1 3 1 4 1 0 4 4 1 4 0 0 1 3 2 0 2 1 3 0 4 2 4 1 1 4 1 2 4 4
split_gain=0.000412022 0.00186996 0.00122273 0.00261652 0.00081919 0.000692556 0.00288575 0.0383355 0.00189854 0.00151486 0.00122317 0.00284294 0.00251885 0.00236391 0.00205366 0.00996583 0.00598127 0.0085157 0.00782866 0.00617984 0.00463298 0.00391778 0.00269833 0.0045253 0.00189022 0.00345867 0.00155706 0.00153758 0.00149009 0.0109273
threshold=61.901748453550006 0.11082500000000002 61.93400995115001 40.583589072600013 61.87486387225001 85.812895065800021 41.385032804600009 41.646178195200001 61.987779113750001 41.147265497500008 85.963448721100022 86.103248543850015 61.993156030000002 0.10469000000000002 -0.50001499999999999 87.009258933850006 -0.59502499999999992 64.407391431150018 0.093580000000000024 97.991610396700011 47.709122305950011 -0.54526999999999992 40.00488309970001 71.104340634100012 74.257902021100008 39.952536079750011 62.009286778800011 -0.60611000000000004 41.218101594450012 41.32819714970001
decision_type=2 2 2 2 2 2 2 2 2 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 6 9 -8 -7 -4 -10 13 -13 -12 15 -14 18 -18 20 -20 27 22 23 -19 -25 -26 -16 -17 -28 -30
right_child=2 -3 5 -5 -6 8 7 -9 10 -11 11 12 14 -15 26 16 17 21 19 -21 -22 -23 -24 24 25 -27 28 -29 29 -31
leaf_value=-0.00068931019140871554 0.0014947636473713337 0.0064322531475202007 -0.0046506930536054777 -0.0081494932186064982 0.0036409537969798243 -0.003432452374999203 0.096603650281140083 0.00064062036160320631 -0.0020593680161590435 0.0013961183206841312 0.0092646964922995009 -0.0069616108751040561 -0.10064858559367396 4.3848553481538627e-05 0.0039404259720392442 -0.089718427771969644 0.10006862922412414 -0.10023889352568816 0.076889100801812965 0.00046428123024184754 0.041105855865730782 0.013324841369621294 -0.10017781469295362 0.10007298055344241 -0.10009456514168945 0.10004856922714866 0.00071173345859939195 -0.014132089302100238 -0.01385276586196965 -0.00010349136819253683
leaf_weight=2.5152317538976021 0.56101277386209492 0.54317589286172552 0.56811554044546042 0.56423945215165361 0.52870521167926643 1.6452597762836365 0.044824547782354895 0.58387665944373235 2.5701143434343967 1.5302610896478652 0.62248738382186519 0.50690828042570402 0.011724896809041346 0.50243737672280986 1.0702411535312375 0.0097641346056224973 0.0041258952114730926 0.0053794997220393322 0.021838005806245064 0.020524921429000642 0.0053492909858654505 0.0070581690980366504 0.014020138016259676 0.0022035476285964251 0.0020983227062660263 0.0014671392273157835 16.228770590731095 0.0037152273077949516 0.60404277906098691 13.423684380036196
leaf_count=495 19 34 140 41 15 44 7 243 50 14 40 9 7 7 22 56 2 6 17 29 7 26 69 1 48 1 1171 29 57 1328
internal_value=-5.51202e-07 0.00102731 -9.01826e-05 -0.00334119 6.28188e-05 1.24897e-06 0.00153958 0.0074825 -0.000111272 -0.000240998 4.20533e-05 0.000205381 3.13784e-05 0.00514629 0.000144141 -0.0135413 -0.00307097 -0.0351982 0.0160152 0.0398611 -0.0376362 -0.052516 -0.07098 -0.0342615 0.0272612 -0.0177384 0.000191877 -0.0688851 5.92818e-05 -0.000695544
internal_weight=44.7227 3.58711 41.1355 1.12525 3.04394 40.0103 2.72708 0.628701 37.2832 2.09838 35.638 33.0678 31.9429 1.12492 31.436 0.109269 0.0975443 0.0363527 0.0611916 0.0423629 0.0188287 0.0322268 0.0251686 0.0111485 0.00576901 0.00356546 31.3267 0.0134794 30.2565 14.0277
internal_count=4034 544 3490 60 510 3430 404 250 3026 154 2982 2932 2885 47 2876 298 291 153 138 46 92 151 125 56 50 49 2578 85 2556 1385
is_linear=0
shrinkage=0.1


Tree=615
num_leaves=31
num_cat=0
split_feature=2 0 2 4 1 4 0 1 2 1 3 0 0 2 4 3 3 1 4 4 1 2 0 0 4 1 3 3 0 0
split_gain=0.000476147 0.00134183 0.00554244 0.0219467 0.0229346 0.00667545 0.00266871 0.00126738 0.00126172 0.00122794 0.00204674 0.00160879 0.00164427 0.00278491 0.00445269 0.0025529 0.0112447 0.0248082 0.0167298 0.00973073 0.00510447 0.000897148 0.00305366 0.000889326 0.00107941 0.00077814 0.00615271 0.0156526 0.00478092 0.00988804
threshold=-0.06828999999999999 86.329079026800017 -0.018034999999999999 39.861052345600008 62.030794443850006 41.436838994450007 86.479632682150012 61.950140699950005 0.022350000000000005 71.015621515800021 0.098075000000000023 94.773526014550015 94.047642319350018 -0.033799999999999997 38.748048509250005 0.096995000000000012 0.087555000000000022 62.132955852800002 40.280372415600006 37.52517992975001 64.407391431150018 -0.028049999999999999 86.756543869550015 96.682331287150021 40.664404858950007 75.166600869200025 0.088220000000000021 0.087555000000000022 97.521130223850008 98.413698323200009
decision_type=2 2 2 2 2 2 2 2 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 5 -5 -3 -4 -9 11 23 12 13 14 -8 16 17 -15 19 -19 -20 -17 -23 24 -11 -1 27 28 -27 -30
right_child=1 6 7 4 -6 -7 9 8 -10 10 -12 -13 -14 15 -16 21 -18 18 20 -21 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00046839749753008843 0.00068867191489994483 0.007313795798445176 0.0050566681170918816 -0.036368368114822261 -0.094602299639354959 0.010540938441170156 -0.00091588152484756559 -0.0042424806203246023 0.0026710727641472919 -0.0057941213648049494 -0.005921631577151378 0.0066617286138198773 -0.0043966749068597684 0.10028265254510547 0.011653254443877797 5.0179856518958401e-05 -0.010882003597842409 -0.0086578562841511577 -0.021490928021264941 0.065018743812288851 -0.10061297446768627 -0.00025089701266129224 0.008569755169454454 0.00051917471732880667 -0.00019232003116637292 -0.10015892504300859 0.00060373365762988259 0.099708777388734335 0.080914591475529762 -0.031211383781278707
leaf_weight=22.590926063432207 0.55328416612610487 0.58397862787387822 0.59134213099010047 0.070332883340597618 0.053302798760633152 0.05334549217138651 0.51642236826955901 0.51888647393189991 0.53733303753592665 0.52273712608052747 0.59782812098250104 0.55408884378675782 0.51082301115093276 0.030576745411965756 0.62048574895015918 2.0035342969931667 0.59843262367667194 0.039551177331304643 0.016113148476506467 0.032785995579615701 0.016506458422668402 1.0031724234577266 0.64472503753495392 8.2043695397341541 1.0058761999001786 0.0046737297335803221 2.1793761921369734 0.022242938430366621 0.012022905077468952 0.022742130504026899
leaf_count=1661 20 20 185 22 40 29 13 36 42 26 117 21 35 16 51 11 47 22 19 28 22 7 49 511 59 55 303 14 11 542
internal_value=-1.00416e-07 0.000364619 -0.00186431 -0.00911602 -0.0397678 -0.0161352 0.000667442 0.00134994 -0.000725332 0.000438022 -0.000242272 0.00150494 0.00103133 0.00153343 0.00594393 0.000390016 -0.00499152 0.0210173 -0.0020749 0.0247352 -0.061529 0.00147175 0.0032001 0.00010657 -0.00210796 -0.000292085 0.00148523 0.0326307 -0.00520048 0.00756551
internal_weight=44.7118 19.8798 2.37783 0.730265 0.176981 0.123678 17.502 1.64756 1.05622 16.918 10.3308 6.58722 6.03313 5.52231 1.13691 4.3854 0.733966 0.135534 0.104957 0.0723372 0.0326196 3.65143 1.6479 9.73298 1.52861 24.832 2.24106 0.0616817 0.0394388 0.034765
internal_count=4034 1448 374 111 91 51 1074 263 78 1054 713 341 320 285 64 221 154 107 91 50 41 67 56 596 85 2586 925 622 608 553
is_linear=0
shrinkage=0.1


Tree=616
num_leaves=31
num_cat=0
split_feature=2 0 2 4 1 4 0 4 3 1 1 0 3 2 2 4 4 1 0 4 0 2 2 4 4 4 1 2 2 4
split_gain=0.000385197 0.00109916 0.0045559 0.0185726 0.0216205 0.00548583 0.00217432 0.00127463 0.00286475 0.000999908 0.00180138 0.00173261 0.00165238 0.00149453 0.00214839 0.00389754 0.00213681 0.000808569 0.000719517 0.000869783 0.000659875 0.00342625 0.00248446 0.00209316 0.0433405 0.0149112 0.00865099 0.0150039 0.00577362 0.00188872
threshold=-0.06828999999999999 86.329079026800017 -0.018034999999999999 39.861052345600008 62.030794443850006 41.436838994450007 86.479632682150012 41.035283712600005 0.10301500000000002 71.015621515800021 69.563854125350005 90.767723400200012 0.098075000000000023 -0.033799999999999997 -0.026144999999999998 40.241071441700008 39.011793722550003 61.982402197500001 96.682331287150021 40.664404858950007 86.256490657300006 -0.075639999999999999 -0.076484999999999984 41.806790701050012 41.942745071500006 42.686561923500008 61.987779113750001 -0.086719999999999992 -0.081874999999999989 41.872294782850005
decision_type=2 2 2 2 2 2 2 2 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 -2 5 -5 -3 8 -4 10 11 13 18 16 -15 17 -8 -16 19 -11 23 22 29 -1 -25 28 27 -27 -26 -22
right_child=1 6 7 4 -6 -7 9 -9 -10 12 -12 -13 -14 14 15 -17 -18 -19 -20 -21 21 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-1.8552747641884527e-05 0.000620104612706304 0.0066167624923092645 0.0081103137320745668 -0.033150928948908198 -0.093279045212917133 0.0094973975582355076 -5.0491101482556138e-06 -0.0028087428288141626 -0.0020366392636036574 -0.0051957826836217082 0.0064334568758625064 -0.0042033919837436828 -0.0053129429991752367 -0.001315297654215509 -0.0032431434918383144 0.0093950576421720396 0.0089244277155875653 0.0022024283489310214 0.00046742642632885119 -0.00017306416082230091 -0.0016645810783348137 -0.0076622603289177582 0.0063263936489886367 0.095136457279733855 -0.085051062560504487 -0.0078544954572485667 -0.0011096309297878608 0.09829706527326651 -0.001039156938936495 0.00059947109401056243
leaf_weight=8.1640727780566174 0.55304094168877815 0.58110672124166995 0.56815044593813968 0.069490128546021879 0.048880960566032527 0.053289401073850939 0.50541922746197065 0.53214074110264586 0.54526910485583358 0.52454087767955426 0.632420396634643 0.61557664798840495 0.59958847659559644 2.5097240730465269 0.52014387072995594 0.64887009373796889 0.57045914899208583 0.57308173075580271 8.2015699678910199 1.0060042035178525 7.7201192366419171 0.66698656449401461 0.53926336067524872 0.050262197444681855 0.02816438814500799 0.028948488601788114 0.55108220865747626 0.024656396642967593 0.011528730545251165 7.0489610481245286
leaf_count=385 20 20 62 22 40 29 10 192 9 26 105 69 117 17 6 69 30 35 511 59 828 80 11 9 54 137 157 12 13 900
internal_value=1.27239e-07 0.000328427 -0.00169241 -0.00829884 -0.0370331 -0.0146405 0.000602316 0.00121704 0.0031411 0.0003956 0.00135955 0.000819644 -0.000217917 0.00140002 0.000557504 0.00325553 0.0047296 -0.000388511 9.5984e-05 -0.00189443 -0.0002624 -0.000646256 -0.000340567 0.000429824 0.00569956 -0.0012766 0.00262082 0.0409716 -0.0606501 -0.000583998
internal_weight=44.6928 19.8588 2.37026 0.724701 0.17166 0.12278 17.4885 1.64556 1.11342 16.9074 6.5757 5.94327 10.3317 5.3277 4.25182 1.7421 1.07588 1.09323 9.73212 1.53055 24.834 15.9753 15.3083 8.85872 0.694642 0.64438 0.604687 0.0536049 0.0396931 14.7691
internal_count=4034 1448 374 111 91 51 1074 263 71 1054 341 236 713 167 127 110 40 41 596 85 2586 1819 1739 767 382 373 306 149 67 1728
is_linear=0
shrinkage=0.1


Tree=617
num_leaves=31
num_cat=0
split_feature=2 2 0 1 1 2 2 1 0 1 4 2 4 1 1 4 4 4 4 4 4 0 4 2 1 3 1 0 0 0
split_gain=0.000362153 0.00254316 0.014832 0.0431351 0.00144651 0.00140521 0.00841487 0.0188318 0.0123833 0.0226344 0.00397013 0.0023222 0.00195788 0.00114759 0.0217684 0.00282262 0.0069971 0.00661962 0.00238754 0.00331467 0.00188661 0.00169306 0.00145768 0.00101007 0.00162253 0.00796748 0.0228553 0.025107 0.00312346 0.00358363
threshold=0.010890000000000002 0.05399000000000001 85.995710218650018 71.504920895500007 65.687097501250022 -0.0034049999999999996 -0.026144999999999998 63.530954080650012 86.565663342300013 61.950140699950005 39.256147742250008 -0.018034999999999999 40.280372415600006 80.468240302450013 80.882262854550007 39.184300550350009 42.402981339000007 38.625745710700009 40.583589072600013 41.605323437500005 41.571132012400007 101.36293689230001 40.636252116050009 0.059320000000000012 67.300172379550006 0.10301500000000002 62.057679025150001 89.415428960600011 85.732241321850012 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=5 2 -2 4 -4 6 13 8 9 -8 -9 -11 -7 -1 -15 17 18 21 -17 20 22 -16 -20 -3 25 26 28 -28 29 -25
right_child=1 23 3 -5 -6 12 7 10 -10 11 -12 -13 -14 14 15 16 -18 -19 19 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00022054014619661674 -9.050205209654013e-05 -0.0042157286819025841 0.088104059255991629 -0.10053085913700802 0.0611816393247155 -0.0005190781780525553 0.079030690514347413 0.0019158414035173278 0.058263873458966511 -0.10028136051033539 -0.042846360194090855 -0.038409380743176277 -0.0079971469625547981 0.087351117806943102 0.027397027802112336 -0.090844072678515186 0.00079324281417691945 0.084569467041152799 0.026480749796262873 -0.10026689818463258 0.10000256462388879 -0.10009634865277746 -0.10016174651761907 -0.0027950330037122403 -3.9284266465521894e-05 0.00081585995353676988 -0.084677838873326555 0.062606376080818871 0.10006986623363263 0.086793728315729624
leaf_weight=32.774490746464352 0.50471821357279756 0.50625444138530795 0.03570646840671543 0.017390307364321789 0.045245107260143413 1.0184383193767761 0.018086140922078608 0.040011710004371537 0.10656742319406476 0.011903623887064896 0.0392533084180684 0.012369867524853362 0.53352380322510118 0.029908047617822842 0.0015621749928413087 0.01090503613912297 0.50684208887770188 0.010862591242421615 0.002601403863508267 0.003469761965478213 0.0020616842556151482 0.0031256020793510595 0.0013969363303067972 0.0079523653630878544 7.7226932195804263 0.62156480048091112 0.025531631478952432 0.021171354494839534 0.030017447720638302 0.010181397392443614
leaf_count=2235 92 64 9 76 31 25 18 15 38 17 37 26 48 15 3 69 298 24 3 70 6 175 56 39 425 38 28 35 12 7
internal_value=4.26769e-07 0.00054652 0.00683201 0.0423603 0.0730567 -0.000148014 -1.20333e-05 0.0191258 0.0400838 -0.00565327 -0.0202511 -0.0687512 -0.00308984 -0.000142992 0.00429468 -0.000281469 -0.00151983 0.0417084 -0.0588906 -0.0223259 0.0223004 -0.0576099 -0.0177655 0.000122778 0.000383041 0.00493553 0.0319311 -0.0179111 0.0802741 0.0475055
internal_weight=44.6758 9.54843 0.60306 0.0983419 0.0809516 35.1274 33.5754 0.228192 0.148927 0.0423596 0.079265 0.0242735 1.55196 33.3472 0.572735 0.542827 0.527277 0.0155504 0.0204348 0.00952979 0.00606002 0.00468778 0.00399834 8.94537 8.43911 0.716419 0.0948542 0.046703 0.0481512 0.0181338
internal_count=4034 856 208 116 40 3178 3105 151 99 61 52 43 73 2954 719 704 502 202 204 135 65 178 59 648 584 159 121 63 58 46
is_linear=0
shrinkage=0.1


Tree=618
num_leaves=31
num_cat=0
split_feature=3 2 4 1 1 0 0 3 0 4 1 3 2 0 1 4 3 3 4 4 4 0 2 3 3 3 2 2 4 2
split_gain=0.000342166 0.00167626 0.00530502 0.00861445 0.0115272 0.00559361 0.00307661 0.0100005 0.0120701 0.00368505 0.00587892 0.00290873 0.00236728 0.00317676 0.00170816 0.00173517 0.00592589 0.0342076 0.002876 0.00197222 0.00970414 0.00153255 0.00144993 0.00245563 0.00142579 0.00187674 0.00161887 0.00441123 0.00801381 0.00399261
threshold=0.09180000000000002 -0.093879999999999991 38.748048509250005 69.64719632740001 66.351146659450009 87.638358136350021 87.278104746850019 0.087555000000000022 85.764502819450016 41.243661560350013 62.020040611300011 0.085820000000000021 -0.081354999999999997 86.643628628100018 62.116825104000007 42.434124620650003 0.081515000000000018 0.087245000000000031 42.066503896600004 43.077238082650005 43.218894539100006 85.121961326250016 0.070580000000000018 0.089415000000000022 0.092260000000000023 0.092835000000000015 -0.089795 -0.083954999999999988 41.092444989200011 -0.079634999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 11 7 9 -9 10 -3 21 -11 -14 -8 18 -17 19 22 -18 -21 -1 23 -16 -2 -26 -27 28 -28 -29
right_child=24 6 -4 -5 -6 -7 14 8 -10 12 -12 -13 13 -15 15 16 17 -19 -20 20 -22 -23 -24 -25 25 26 27 29 -30 -31
leaf_value=-0.012622029834881835 0.0031805193419480165 0.0019188633544318899 0.0012215912898687472 -0.10078713722404049 0.071416876229059234 -0.073524421893650854 0.0055824686532348292 0.0001941556062505454 -0.019939128150750801 -0.0026149148092988912 -0.012490826474811366 -0.10020810699094439 0.00087965699490177298 0.0096923170738360178 8.7938730890747251e-06 0.00030682164716937493 -0.10131174945380128 -0.0031982984317464771 0.0074270814469329476 0.013812087277633819 -0.1012149286943213 0.10003164299242594 -0.0033039430720020221 0.0066663941123499063 -0.0056019354605970299 -0.0015675388132234817 -0.0019122076926784389 -0.0081450500000351082 0.014802534882407646 0.00057177278093083303
leaf_weight=0.0017793693709053917 1.5875643935219041 0.55788227364975262 7.3715414927242291 0.01316223419599083 0.012584397906834965 0.018858760806324426 0.54878740038111473 0.54479626207774401 0.656705438791505 1.0595807214038471 0.57490018806561238 0.0013431216685049208 1.5732178865562216 0.55276576327742066 5.7686813329121573 2.0354676366834497 0.027611540033247839 0.58368680229574332 0.57259900675268216 0.010652942160959356 0.023543083136033038 0.0037581227952614427 1.0863124711342456 0.6128842339185957 0.5677822863373575 3.9129196106887987 0.55850451399056023 0.54817252811024886 0.58970235986635089 12.683037796251384
leaf_count=143 45 57 1099 143 13 21 21 52 58 73 26 8 186 56 309 114 19 112 51 6 76 5 212 79 58 425 30 30 19 488
internal_value=1.17814e-06 -0.000253184 0.000998173 -0.0309899 -0.00701812 -0.0453663 -0.000806419 -0.00274067 -0.0108101 -0.000495495 -0.00539422 0.0318112 0.00124649 0.00317099 0.000140924 -0.000137607 -0.00234074 -0.0106894 0.00059699 -0.0814325 -0.0653811 0.0638325 7.32929e-05 0.000648188 0.000302381 6.01111e-05 0.000235857 0.000726597 0.00667224 0.000210633
internal_weight=44.6608 24.2131 7.42303 0.051486 0.0383238 0.0257394 16.7901 5.51985 1.2015 4.31835 1.13278 0.00688061 3.18556 2.12598 11.2702 10.7214 2.68096 0.645494 8.04048 0.0618076 0.034196 0.00553749 7.46788 6.38157 20.4477 18.8601 18.2923 14.3794 1.14821 13.2312
internal_count=4034 2939 1432 333 190 177 1507 508 110 398 83 156 315 242 999 978 327 213 651 101 82 148 600 388 1095 1050 992 567 49 518
is_linear=0
shrinkage=0.1


Tree=619
num_leaves=31
num_cat=0
split_feature=1 1 1 4 0 4 4 4 1 4 1 3 2 0 2 0 3 4 1 3 2 4 4 2 3 1 3 1 0 2
split_gain=0.000491173 0.00216384 0.0014781 0.00343254 0.00412398 0.0119132 0.00850327 0.0035962 0.00236112 0.00134183 0.00122182 0.000964728 0.00068844 0.00254498 0.0186036 0.00598844 0.00900209 0.00314618 0.00807198 0.00976375 0.0130907 0.0106983 0.0264427 0.00189666 0.00179248 0.00441815 0.00697614 0.00988145 0.0658589 0.0215639
threshold=61.901748453550006 61.87486387225001 61.998532946250002 40.206947806850003 86.054856297550018 42.094663496250007 40.664404858950007 39.525197829750006 61.93400995115001 41.385032804600009 62.00390986255001 0.11082500000000002 -0.094519999999999993 97.752337623100019 -0.11963999999999998 99.642323688800005 0.091375000000000026 39.685256516350002 64.665483411650015 0.088435000000000027 -0.117885 38.334060527150008 36.620308449100001 -0.092710000000000001 0.091935000000000031 62.095317438950012 -0.092630000000000004 62.009286778800011 85.995710218650018 -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 11 3 7 8 6 -6 -2 -5 -10 -4 -1 13 17 15 16 -15 18 -12 20 -20 22 -21 -14 25 26 -25 -28 -29 -30
right_child=2 -3 10 4 5 -7 -8 -9 9 -11 12 -13 23 14 -16 -17 -18 -19 19 21 -22 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=-0.00073342490195200288 -0.0026819126776408738 0.0069290209492556022 0.0047501462747118195 -0.0059759798791857704 -0.0036635756921136243 0.0017696224269391136 -0.021115076864348117 0.0089435888973801274 -9.4527116846044137e-05 0.0055695374008523993 0.07436486391531183 0.0039615055075939596 -0.0060294617771308283 0.043640143698189263 -0.10085867945346677 0.0002133431944709035 -0.081491523631901264 0.0010173346513593859 0.044535629761294236 0.059646814818050023 -0.10043322953182357 0.060691332368356388 -0.056716758525913673 -0.00047846120130920917 0.00087736817042935998 0.00015627283131121184 0.00062036224215251349 -0.0013392539157635107 -0.1015439876656295 -0.023522368981870295
leaf_weight=2.5134825650545523 0.49588610012287293 0.54445644324850651 0.56755253575101861 0.53641108978307306 0.51740964036434911 1.0401728471333624 0.60645923546690028 0.57418462057830766 1.5273401749155939 0.57598702310065153 0.020083427111101559 0.52994930775214744 0.54368594049165153 0.0079614939098355819 0.019783875336077283 0.53115478222589141 0.020690168526989794 7.9195285600874801 0.0097943439629162299 0.036550674804317396 0.017110979274548299 0.040628910962823284 0.041932962051347999 2.0384774475533054 11.311056434641973 10.843107741536604 0.50444801331475086 0.54777922188645789 0.10324222091730939 0.05392705764097605
leaf_count=495 36 17 36 25 8 13 36 16 65 48 42 32 39 37 67 568 35 536 27 24 32 24 22 21 517 1106 4 43 40 23
internal_value=7.76922e-07 0.0011228 -9.72859e-05 -0.00156574 -0.00270667 -0.00594272 -0.0130807 0.00355616 -5.3784e-05 0.00145655 0.000147906 8.4098e-05 7.24379e-05 0.000844175 -0.00555684 -0.00218882 -0.0467209 0.00130301 0.0149237 0.00674807 -0.0476602 0.0190379 -0.00252499 -0.000185303 -6.02189e-05 -0.000812835 -0.00404823 -0.0100652 -0.0177116 -0.0747736
internal_weight=44.6402 3.58789 41.0523 5.87385 4.80378 2.16404 1.12387 1.07007 2.63974 2.10333 35.1785 3.04343 34.6109 8.66522 0.57959 0.559806 0.0286517 8.08563 0.166101 0.146018 0.0269053 0.119113 0.0784836 25.9457 25.402 14.091 3.24787 1.2094 0.704949 0.157169
internal_count=4034 544 3490 247 195 57 44 52 138 113 3243 527 3207 1414 707 640 72 707 171 129 59 70 46 1793 1754 1237 131 110 106 63
is_linear=0
shrinkage=0.1


Tree=620
num_leaves=31
num_cat=0
split_feature=3 3 4 1 4 2 3 3 3 2 3 0 0 1 1 1 2 1 4 1 4 4 3 0 4 0 2 4 2 2
split_gain=0.000456353 0.00397315 0.00130138 0.00282909 0.00124643 0.00143993 0.00102339 0.000900246 0.00531012 0.00424648 0.00129987 0.00162047 0.00175907 0.00541729 0.00189414 0.00631465 0.0152325 0.00267288 0.00171842 0.00136142 0.00207421 0.0113054 0.0151414 0.013487 0.0057403 0.00444506 0.00115681 0.00362243 0.0176297 0.0126921
threshold=0.11660000000000002 0.11148000000000002 41.436838994450007 62.272755675600003 40.280372415600006 -0.054619999999999995 0.11002000000000002 0.10661000000000002 0.10507500000000002 -0.093879999999999991 0.094175000000000023 97.39208423365001 85.683849075550015 62.009286778800011 62.095317438950012 66.590419433100024 -0.086719999999999992 65.611820673600008 40.844669808050007 61.950140699950005 43.182896969600009 40.206947806850003 0.085235000000000019 85.791387400750025 41.827117825850003 86.135510041400025 -0.095204999999999998 39.896141435400004 -0.11103999999999999 -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 6 4 -4 5 -2 7 8 10 -9 19 12 -12 -14 -15 16 17 -16 -13 20 21 -1 25 24 -24 -23 27 28 29 -21
right_child=2 -3 3 -5 -6 -7 -8 9 -10 -11 11 18 13 14 15 -17 -18 -19 -20 26 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0030580629334765108 -0.0058713572495670829 0.007953114779063403 -0.0064545551652917133 0.00025589954009463148 0.0020268830173705032 0.00049217242414772825 -0.0043452660995168856 -0.0036876178583449496 -0.0096810869110724816 0.0086545510693813148 -0.00082943008953516089 -0.0059660679151805176 0.011515958893787679 -0.00026119763404232262 0.0074327203744351438 0.0019245195541058868 0.049175527051998881 -0.031077131839526151 0.00092727822720858107 0.018517288529046487 0.00058968795473399258 -0.046241198635632322 0.068694175866537616 -0.10100154134662119 -0.044507604441280949 0.10003992252550103 -0.00041613199356341826 0.00077738274189277699 0.066499685619998319 -0.074999194175312228
leaf_weight=1.0225664154808538 0.54264257061788024 0.63817235894275981 1.0676867636143472 1.526529845431529 2.0835336371061999 1.0315522759945581 0.53524339725688364 0.52611746860934616 0.5609914676828528 0.59295482952912226 1.4544199820379624 0.5543941717421913 0.65955823870172015 2.0806822608574298 0.036003003831865499 1.1265681540571106 0.094570150045910739 0.036090581677854061 1.0400855556002948 0.040354736443803982 1.0369785210038951 0.0027969714631855833 0.0078021378486710083 0.037453597832609375 0.010518563825765881 0.0080734692164696753 18.373754738226225 7.8118635326471617 0.045633291592837757 0.022663619115519396
leaf_count=183 74 78 34 35 37 31 27 19 41 49 64 110 40 24 34 103 25 7 67 245 174 96 18 19 31 7 1432 874 44 12
internal_value=-4.90546e-07 0.000128641 -0.000792725 -0.00250588 0.00042232 -0.00170141 -3.74535e-06 5.87503e-05 -2.79263e-05 0.00285204 0.000124606 0.00133672 0.00215206 0.00322715 0.00160679 0.0046122 0.0227797 -0.0118456 -0.00146951 -0.000177453 -0.00261139 -0.00565896 -0.045566 -0.0666089 0.00370102 0.0624017 1.93581e-05 0.00102959 0.0191631 -0.0151145
internal_weight=44.6083 38.3563 6.25195 2.59422 3.65773 1.57419 37.7181 37.1829 36.0638 1.11907 35.5028 7.08237 5.48789 4.03347 3.37391 1.29323 0.166664 0.0720936 1.59448 28.4205 2.12619 1.08921 0.0666447 0.0557743 0.0183207 0.0108704 26.2943 7.92052 0.108652 0.0630184
internal_count=4034 3823 211 69 142 105 3745 3718 3650 68 3609 474 297 233 193 169 66 41 177 3135 528 354 171 68 49 103 2607 1175 301 257
is_linear=0
shrinkage=0.1


Tree=621
num_leaves=31
num_cat=0
split_feature=2 2 4 1 1 3 3 1 2 2 0 1 1 0 3 3 2 4 3 1 3 3 3 4 3 1 0 2 2 4
split_gain=0.000505605 0.0025203 0.0174272 0.017826 0.00106786 0.005177 0.0143974 0.00469956 0.00550552 0.00335082 0.00540974 0.0028444 0.00140289 0.0120773 0.0140604 0.0309797 0.0276296 0.0162004 0.0124703 0.00529384 0.0108918 0.0271141 0.020699 0.0108581 0.00555953 0.00596291 0.00298561 0.00812722 0.00263209 0.00388678
threshold=-0.071864999999999998 -0.058374999999999996 41.147265497500008 62.068432857650002 75.408562100950022 0.088220000000000021 0.087245000000000031 78.468027453400012 -0.084794999999999995 -0.14429 97.878695155250014 82.457699319000014 69.999384342500022 96.682331287150021 0.090390000000000012 0.091935000000000031 -0.117885 43.631818398850008 0.084565000000000015 62.391047833300007 0.085820000000000021 0.083365000000000022 0.080515000000000017 40.94178426300001 0.09551500000000003 65.687097501250022 86.89903215050002 -0.093879999999999991 -0.102645 43.487767439550005
decision_type=2 2 2 2 2 2 2 2 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 12 6 7 8 9 10 -6 -9 19 14 17 -16 -17 -14 -19 26 21 22 23 -21 -22 -26 -1 -28 29 -25
right_child=1 -3 3 -5 5 -7 -8 11 -10 -11 -12 -13 13 -15 15 16 -18 18 -20 20 24 -23 -24 28 25 -27 27 -29 -30 -31
leaf_value=-0.00016955115652961527 -0.00079509039895547969 0.00015435070077833373 0.07640387878106239 -0.0011129023648118661 -0.10013255032600868 0.001098880921067425 0.09780094461482039 -0.10017610263095698 0.057360215321595458 -0.10016318391409239 0.089157708855349849 0.029283727076085172 -0.1004615702395507 -0.00091250357492082986 0.050737884996577658 0.046501227229022002 -0.10071366289745234 0.080951714960123183 -0.10025726711825281 -0.021160351894709193 0.0067560645635314047 0.091649127532670155 -0.070226862626369846 0.098207685241857953 0.0069099466221284635 -0.033826146414391418 0.00090400529699512483 -0.013429201413416088 0.10013002301937662 -0.030585848012262856
leaf_weight=17.108088424360364 0.59589261099979873 19.701425587463518 0.0650199884257745 0.054560173035356652 0.0025741671261982901 1.6523101935210269 0.020827352491529894 0.0069842581526166634 0.013664749632766409 0.004820980680328546 0.0036514461336407678 0.0022419365571390735 0.042569208511832435 2.5851210744150066 0.050054578328854404 0.01835203311283351 0.041756043235549711 0.01062352991958182 0.0059105312864176076 0.018518232198078688 0.66907465274653077 0.049998820895780227 0.028653278252022574 0.004764585067505378 0.067185268321509284 0.07725008294073632 1.0309696982876628 0.64191017665143491 0.01813331118319178 0.0046105776146845301
leaf_count=794 94 1352 12 31 46 275 25 98 6 14 17 404 106 110 13 30 63 102 29 40 80 74 20 20 34 29 26 52 5 33
internal_value=-3.49289e-07 0.000366079 0.00619628 0.0410357 -0.000309743 0.00210146 0.0323502 -0.00781667 0.0149213 -0.0375761 0.01089 -0.0687178 -0.000492896 -0.00260691 -0.0284848 -0.00737408 -0.0557664 -0.067833 0.0161738 -0.00019761 0.00713326 0.0346559 -0.00350151 0.0380374 0.00291513 -0.0148774 -0.000563817 -0.00459587 0.0778883 0.0348688
internal_weight=44.5975 20.4169 0.715473 0.11958 24.1806 1.70708 0.0547649 0.0339375 0.0247113 0.0110466 0.00622561 0.00922619 22.4735 2.75439 0.169266 0.110163 0.0601081 0.0591033 0.0165341 19.7192 0.938189 0.124679 0.07468 0.0460267 0.81351 0.144435 18.781 1.67288 0.0275085 0.00937516
internal_count=4034 1489 137 43 2545 885 610 585 83 77 63 502 1660 453 343 106 93 237 131 1207 335 192 118 98 143 63 872 78 58 53
is_linear=0
shrinkage=0.1


Tree=622
num_leaves=31
num_cat=0
split_feature=2 2 4 2 4 2 1 2 2 3 4 4 4 4 1 3 2 2 2 3 1 1 4 0 0 4 1 2 3 2
split_gain=0.000422985 0.00162163 0.0107621 0.00282171 0.00287049 0.00197355 0.00222558 0.0017673 0.0015215 0.00298778 0.00105999 0.00302483 0.00121102 0.00153862 0.0114016 0.017015 0.0437622 0.00197704 0.00263825 0.00184208 0.00312719 0.00620221 0.00281354 0.00285833 0.00540872 0.00612455 0.0083703 0.00231673 0.00523712 0.00189519
threshold=-0.079634999999999997 -0.086139999999999994 41.535369675400013 -0.08262499999999999 42.865207177650007 -0.088224999999999984 62.025417527550012 -0.080574999999999994 -0.077085000000000001 0.091290000000000024 42.558389508100007 43.157831852650006 42.402981339000007 41.481306584950012 62.111448187750007 0.093580000000000024 -0.073609999999999995 -0.061874999999999999 -0.039434999999999998 0.093325000000000033 61.987779113750001 62.014663695050011 35.171584490050009 85.995710218650018 86.479632682150012 39.896141435400004 75.806453904250006 -0.061874999999999999 -0.27343499999999998 -0.011675
decision_type=2 2 2 2 2 2 2 2 2 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 -1 -7 -6 9 -2 12 -12 13 19 15 16 -15 -18 -19 20 -10 -22 -21 -24 -25 26 -26 28 -23 -27
right_child=8 2 3 4 7 6 -8 -9 10 -11 11 -13 -14 14 -16 -17 17 18 -20 22 21 27 23 24 25 29 -28 -29 -30 -31
leaf_value=-0.00026916292528538264 0.0089693170212504832 -0.013883038266804868 0.0062776575279464885 -0.0074880710655432312 0.0055552117735514391 -0.00058076626994764521 0.0081676089673039798 -0.0026849992671251757 -0.0078003435473456258 -0.0015721964155337284 -0.00802851532251001 -0.00010766638964980333 0.0036590112773705811 -0.10139018760732754 -0.00019529209071124566 -0.056621434811165862 0.10044054299202188 0.1002404121232859 0.02121694294651566 -0.0054823441097642403 0.0101629772875289 0.00244630636966092 -0.00041808894545557494 0.01226481405865139 0.015789151441506527 0.0032567404662043006 -0.00095438951812425394 -7.3960763219655813e-05 -0.011377556616763868 -0.0019227311239661934
leaf_weight=15.455939064140994 0.56434208837566557 0.64818632117481856 0.65398191798831895 0.53513249807922436 0.53190126010770533 0.55563484993763157 0.61009198937929909 0.50967697309170035 0.55111232646347197 0.51353508753767674 0.59448745511635337 2.5507669103584694 1.0591452526047493 0.021281701046973467 1.6073931499642018 0.08943397413506915 0.019559776410460472 0.0072352057322859755 0.010153756823676363 0.53492771995438015 0.55877950457943271 0.50947750196792185 3.0088357416822191 0.61524164816364635 0.66623380019547063 1.0873012099668815 0.54103087496252833 7.3508640668380751 0.59307007536288903 2.0168533477438473
leaf_count=2012 90 99 63 53 34 12 59 7 69 11 110 306 41 3 120 35 4 1 46 53 16 3 62 22 63 28 59 460 65 28
internal_value=-1.25859e-07 -0.000349424 -0.0025406 0.000755239 -0.00153533 3.00892e-05 0.00399776 0.00152302 0.000271562 0.003947 0.000106445 -0.00160479 0.000364614 0.00018829 -0.00263824 -0.0292308 0.0128375 0.0786302 0.0540971 0.00046337 -0.000487805 -4.06297e-05 0.00153727 0.00201046 0.00349363 0.00224198 0.0082856 -0.000715099 -0.00498967 -0.000108503
internal_weight=44.5716 19.5005 2.87888 2.23069 1.57671 16.6217 1.16573 1.04158 25.0711 1.07788 23.9932 3.14525 20.8479 19.7888 1.75506 0.147664 0.0582304 0.0369487 0.017389 18.0337 9.5633 9.01219 8.47042 7.9355 4.92666 4.31142 1.20726 8.45341 1.10255 3.10415
internal_count=4034 2339 256 157 94 2083 71 41 1695 101 1594 416 1178 1137 209 89 54 51 47 928 613 544 315 262 200 178 122 528 68 56
is_linear=0
shrinkage=0.1


Tree=623
num_leaves=31
num_cat=0
split_feature=2 2 3 0 1 3 1 4 3 3 0 1 2 3 3 3 3 0 4 4 4 3 4 1 4 2 1 3 3 0
split_gain=0.000398773 0.00730826 0.0148083 0.0202537 0.0258627 0.0196011 0.000894187 0.0112443 0.0289098 0.0137681 0.00640148 0.00147286 0.000976644 0.00158783 0.00318813 0.00151144 0.00145505 0.00540863 0.00141688 0.00377304 0.0021772 0.00102525 0.00487666 0.00247405 0.000812437 0.000783471 0.000840568 0.00473245 0.0129961 0.00391993
threshold=-0.06828999999999999 -0.054619999999999995 0.11002000000000002 85.963448721100022 67.192634054300015 0.087555000000000022 61.923256118600001 37.903039192800001 0.093325000000000033 0.085335000000000022 86.20003303655001 61.982402197500001 -0.046635000000000003 0.049900000000000007 0.078905000000000017 -0.10565499999999999 0.096315000000000026 87.170566421650008 38.334060527150008 36.491284729650012 41.178189531300006 0.087555000000000022 41.385032804600009 69.999384342500022 40.159267750750011 -0.072524999999999992 75.166600869200025 0.088220000000000021 0.087555000000000022 97.521130223850008
decision_type=2 2 2 2 2 2 2 2 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 -5 -6 7 -3 9 10 -9 -8 -13 15 -15 -14 21 -18 19 -19 -20 23 24 -16 -23 26 -1 28 29 -28
right_child=1 6 -4 4 5 -7 11 8 -10 -11 -12 12 13 14 16 -17 17 18 20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00036690164664933498 -0.024422118255264844 -0.0016297187209416632 -0.048387629223404997 0.092342879902731351 -0.10034935189621562 0.04310084031000861 -0.0029264837540655532 0.087504912515812563 0.072512392312434754 -0.098818844858128946 -0.10039426197790031 -0.0021161659607498917 0.00056888830466683552 0.0082630545522282741 0.0066900799775975323 -0.0067389639902822084 0.010680664253376071 -0.0024230930184387773 -0.0058204230630232723 0.0093134488064476537 0.00084705964190496294 -0.0033765069860849182 -0.0098998961132030824 -9.7466158141427462e-05 0.00081708048517167668 -0.0038583774620153458 -0.10013039327441811 0.00095426164823213797 0.099591081310514515 0.0071363465255334935
leaf_weight=21.924079747277457 0.045263164111591148 0.55512138212146744 0.026864096116923974 0.06943111845976091 0.014667228932601972 0.027170607673298264 1.5533745653262396 0.0080140456147770323 0.065459223288975465 0.018633387101598231 0.0023432946763932714 1.5416083704514836 0.56538361236391721 0.5505873316344595 0.60093597034643931 0.56668524036768642 0.61431196562460844 0.52195592100629162 0.60626298405128975 0.57638851091229526 2.5483624059391916 0.56432098664551578 0.58432780506212179 5.0481995064699428 2.5472571337741101 0.59304764310459646 0.003830130377428311 2.1626134096297349 0.018226261735662774 0.030824506876887744
leaf_count=1628 20 27 21 29 26 43 40 126 28 22 1 32 160 69 89 50 47 40 49 33 56 97 135 161 47 54 55 291 14 544
internal_value=2.95701e-07 0.000334462 0.0202043 0.031976 0.0549183 -0.00718897 0.000148916 0.00379727 0.0356939 -0.0474398 0.0449937 2.41201e-05 0.000286981 0.000520055 0.000796828 -0.00308924 0.000507585 0.0019096 0.000642686 0.003736 -0.000434312 -0.000222645 -0.0015176 0.00062457 5.65245e-05 -0.000267535 -0.000179317 0.00167698 0.0312331 -0.00471908
internal_weight=44.5556 19.8229 0.183396 0.156532 0.111269 0.0418378 19.6395 0.649571 0.09445 0.0289907 0.0103573 18.99 17.4366 15.895 14.7629 1.13207 14.2123 4.86728 4.25297 1.09834 3.15463 9.34504 3.69591 5.64914 3.11158 24.7326 24.1396 2.21549 0.0528809 0.0346546
internal_count=4034 1448 139 118 98 69 1309 204 177 149 127 1105 1065 1033 823 210 754 225 178 73 105 529 279 250 144 2586 2532 904 613 599
is_linear=0
shrinkage=0.1


Tree=624
num_leaves=31
num_cat=0
split_feature=2 3 3 2 4 2 1 0 2 3 4 3 2 1 3 3 3 3 1 1 4 4 4 4 4 4 0 4 4 1
split_gain=0.000378148 0.0019044 0.00196089 0.0016324 0.00195786 0.00134839 0.012121 0.0186969 0.0221927 0.00101325 0.00236781 0.0018711 0.00174481 0.00302981 0.0249404 0.0058682 0.00770204 0.00431664 0.000818233 0.0194906 0.00249893 0.00599864 0.00572583 0.00240146 0.00221002 0.00169756 0.00157064 0.000722377 0.00061063 0.00488309
threshold=0.010890000000000002 0.12201500000000003 0.10469000000000002 -0.0034049999999999996 40.280372415600006 -0.028049999999999999 62.272755675600003 86.565663342300013 -0.018034999999999999 0.09450500000000002 37.903039192800001 0.08895500000000002 0.066710000000000019 72.378669787950017 0.08883000000000002 0.079470000000000027 -0.059734999999999996 -0.14860999999999999 80.468240302450013 80.882262854550007 39.184300550350009 42.558389508100007 38.625745710700009 40.583589072600013 41.605323437500005 41.571132012400007 101.36293689230001 42.402981339000007 41.218101594450012 63.353515844050008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 5 -5 18 7 8 -7 11 -11 12 13 14 15 16 17 -2 28 -20 22 23 26 -22 25 -25 -21 -26 -1 -30
right_child=1 -3 -4 4 -6 6 -8 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 -19 19 20 21 -23 -24 24 27 -27 -28 -29 29 -31
leaf_value=0.00024924311932406681 -0.080396065021678828 0.0062209205487349165 -0.0054360512215742077 -0.00075580482195110625 -0.0082482415509533471 -0.1003356562938329 -0.0014952556810766987 0.063568671664994886 0.043019673434234129 1.4701745010835213e-06 0.0079315174112411461 -0.0053812928408809614 -0.00042715979790564144 9.2979154191018601e-05 0.00089037485490022243 0.073933542995110721 -0.10028057167436462 0.08448913015422585 0.086115057377280202 0.025363056388173291 -0.089252384453237146 0.00055126375227848654 0.082189572835024843 -0.016517793020641554 -0.10022682561938479 0.099978190043984838 -0.10008720877195945 -0.025469733788525968 -7.2660038801539658e-05 -0.0064339901566654008
leaf_weight=16.905945147036455 0.0019585781229033436 0.55929996232873769 0.57631264101144175 1.0166467030327613 0.53089317000072345 0.018889719197431987 0.6036996522701239 0.075500428669329267 0.025212751113938725 1.0590526797155915 0.58424395931035622 0.57943506955650281 4.5892746059561906 1.0061327824740769 0.50299198925495148 0.065163018419298169 0.0047742403935395758 0.008385980755340583 0.027292365357636128 0.0015531811847041025 0.010062307797509717 0.50325216395915751 0.010025510683192351 0.0038040343752547834 0.0030119526129581686 0.001863644310653001 0.0027920693538817081 0.0022643245093334485 13.941209685527223 1.321042286215836
leaf_count=951 78 38 69 25 48 21 83 26 34 32 48 121 324 82 2 33 5 24 15 3 69 288 24 58 70 6 175 10 640 632
internal_value=1.17634e-06 0.000559395 0.00020669 -0.000150909 -0.00332613 -4.04229e-06 0.00426669 0.0333503 -0.0183815 0.000593765 0.00282085 5.22289e-05 0.000561783 0.00341727 0.00915159 0.0609108 0.00478204 0.0532707 -9.84097e-05 0.003671 -0.000506444 -0.00163416 0.0406336 -0.0539908 -0.02157 0.0217884 -0.0552458 -0.0681447 -0.000164723 -0.000623272
internal_weight=44.542 9.53703 8.97773 35.005 1.54754 33.4574 0.723303 0.119603 0.0441025 8.40141 1.6433 6.75812 6.17868 1.58941 0.583274 0.0802818 0.0151188 0.0103446 32.7341 0.565922 0.538629 0.524258 0.0143708 0.0210063 0.010944 0.00566768 0.00434525 0.00527628 32.1682 15.2623
internal_count=4034 856 818 3178 73 3105 164 81 55 749 80 669 548 224 142 140 107 102 2941 718 703 501 202 213 144 64 178 80 2223 1272
is_linear=0
shrinkage=0.1


Tree=625
num_leaves=31
num_cat=0
split_feature=3 3 3 0 1 3 3 1 3 0 0 2 0 3 3 4 0 1 3 1 1 2 1 2 3 0 0 3 2 4
split_gain=0.000335706 0.00139162 0.00369539 0.00227658 0.00136444 0.00126768 0.00541153 0.00225932 0.00338377 0.000941424 0.00358666 0.0026948 0.00577315 0.00501622 0.012345 0.00828961 0.00718616 0.00438769 0.00326043 0.00300745 0.00337257 0.00101591 0.0216293 0.00122898 0.014597 0.00915802 0.00498792 0.00544815 0.00347185 0.00188874
threshold=0.41214500000000009 0.11660000000000002 0.11148000000000002 86.103248543850015 62.079186690200011 0.10507500000000002 0.10661000000000002 62.046925192600007 0.11002000000000002 86.103248543850015 85.995710218650018 -0.50001499999999999 87.009258933850006 0.10065000000000003 0.097450000000000023 48.86568841230001 87.350693116400024 78.285212300550015 0.09450500000000002 75.634392583900009 69.64719632740001 -0.13953999999999997 62.111448187750007 -0.14429 0.086555000000000021 94.354126546200021 92.501778894350011 0.085035000000000013 -0.18231499999999998 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 2 5 -3 -2 9 -7 -8 -9 10 -1 12 -11 14 15 16 -14 19 -19 20 -18 22 -13 24 26 -26 -24 29 -27 -28
right_child=4 3 -4 -5 -6 6 7 8 -10 11 -12 21 13 -15 -16 -17 17 18 -20 -21 -22 -23 23 -25 25 28 27 -29 -30 -31
leaf_value=0.00042127295373546228 0.0038939257242607051 -0.0058392277664507239 0.0076748864781286813 -0.00033710678073053658 -0.0007786941911877872 -0.0108919722097017 -0.004813005370529172 0.0082809115440299272 -0.002749984503305315 -0.10073694673116192 0.008542620518587998 0.065560156092276625 0.10005925139753234 -0.10018519617569395 0.083692264315279888 0.094878081951729171 -0.083992470002706182 0.079497799343189138 -0.10010656026855264 -0.10036576175817812 -0.010166327650924902 -0.00018256414624589408 -0.081168973452593954 -0.00025504453668044553 0.082030420322910913 0.019527926301473091 -0.10007070074185836 0.09860243635513774 -0.10009619474693865 0.019590970016664155
leaf_weight=4.7849686678846899 1.0469666087710732 1.0587516611281005 0.63523294571579825 2.5956218083533975 1.5503053865377703 0.55429714696096266 0.53544190694810789 0.59079679773656868 0.52538270563246314 0.0077084519434425227 0.6135175098752369 0.052444217493731737 0.00353108323179186 0.0056365143601766468 0.013417679728611631 0.0052901277376378167 0.010525472683184489 0.0041275791709650322 0.0013385150509606092 0.012554197130793199 0.015015268488988376 28.298773355151564 0.015262671941813872 1.5476061054574615 0.028170135437790123 0.0059626024264889388 0.0034008633506430273 0.0040727550247497413 0.0040906843033523543 0.0021548153305908663
leaf_count=927 20 40 78 84 67 41 21 50 24 2 40 11 2 13 10 10 18 139 11 22 38 1834 43 31 27 31 161 16 30 193
internal_value=1.60611e-06 -6.67239e-05 0.000111263 -0.00193119 0.00110485 -1.63664e-05 -0.0023423 0.000527032 0.0030887 0.00012841 0.00134423 -9.00771e-05 -0.0185181 -0.00964616 -0.00189046 -0.0238124 -0.0371456 -0.0482675 0.035517 -0.0602894 -0.0405905 -4.13992e-05 0.00236053 0.000302778 0.0139809 0.0527892 -0.045614 0.0107465 -0.0291472 -0.0536589
internal_weight=44.5324 41.9351 38.2807 3.65437 2.59727 37.6455 2.20592 1.65162 1.11618 35.4396 5.39849 30.0411 0.0791449 0.0714364 0.0657999 0.0523822 0.0470921 0.043561 0.00546609 0.0380949 0.0255407 29.9619 1.66316 1.61072 0.0631145 0.0382234 0.0248911 0.00962843 0.0100533 0.00555568
internal_count=4034 3947 3823 124 87 3745 136 95 74 3609 967 2642 265 263 250 240 230 228 150 78 56 2377 543 532 501 88 413 370 61 354
is_linear=0
shrinkage=0.1


Tree=626
num_leaves=31
num_cat=0
split_feature=4 4 4 0 1 2 2 2 4 2 2 0 3 2 4 2 0 3 3 3 3 4 1 0 0 0 3 0 2 3
split_gain=0.000370156 0.00136604 0.00116251 0.00857768 0.00635208 0.00342201 0.000798254 0.000765545 0.00637551 0.00687316 0.00815161 0.00651141 0.000672748 0.00689496 0.0129838 0.00388437 0.00925418 0.000899572 0.000529477 0.000524725 0.00517001 0.00143969 0.00386106 0.0111349 0.0499583 0.00711084 0.0031699 0.00102473 0.00203079 0.000874398
threshold=36.364346611650006 35.419594101850009 37.784765830350004 92.805574663100018 65.536543845950021 -0.046635000000000003 0.23835000000000003 0.13006000000000004 38.121007182500009 0.17076500000000003 0.20167500000000002 93.133566555000002 0.10546000000000001 -0.055334999999999995 32.051492741500006 -0.095204999999999998 91.937202686950016 0.09062000000000002 0.094175000000000023 0.10507500000000002 0.10661000000000002 41.436838994450007 62.020040611300011 86.329079026800017 86.89903215050002 93.953546284800012 0.12084500000000002 86.20003303655001 -0.092710000000000001 0.10335500000000002
decision_type=2 2 2 2 2 2 2 2 2 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 7 19 -9 11 -11 -10 13 14 17 16 -16 -1 -5 29 -21 22 -22 -24 -25 -26 -27 28 -23 -4
right_child=2 -3 6 18 -6 -7 -8 8 9 10 -12 -13 -14 -15 15 -17 -18 -19 -20 20 21 27 23 24 25 26 -28 -29 -30 -31
leaf_value=-0.022240723925126799 0.029089955411329572 -0.0055699849353276053 8.0636420808250826e-05 -0.001486239937229069 0.053672348447195532 -0.032619257804537692 -0.0037691806486368157 -0.0017386904441395454 0.087936955556684293 -0.018397299246897814 0.040568683471200684 0.01751814694215317 -0.0013422289349375211 -0.00043713298796701035 -0.049665190245444246 0.090747713096566276 0.083749924907158491 -0.10043905694232752 0.0029268192294269633 -0.010157482546333719 -0.00023289910321650566 0.00042218287217535039 0.0006545091298428169 0.095486324203317527 -0.042521890501721379 -0.012427698559043708 0.032305558545438921 -0.00040179594346597021 -0.0083176714916334323 0.0039064005081159417
leaf_weight=0.0019714000252046273 0.018933268161525518 0.55150555409074931 31.38274339767765 0.55257875982555593 0.05574284686759956 0.017104748446233997 0.56073609182375506 0.5381614581856401 0.024806250308770927 0.057152803921610484 0.039750331531195116 0.027899206334694782 1.025644198415804 0.53088852444412549 0.0086728731588467944 0.020900644460311479 0.01298043766247986 0.0057967079467530214 0.53519557332945855 0.54465529476792163 3.0766359406152337 0.51429940203252045 0.52953853105705651 0.069970343029126525 0.046173280556104146 0.032980699366637722 0.030481901676445489 2.5485924519279202 0.55037128002614844 0.60900322821147668
leaf_count=103 36 134 2702 105 22 19 135 4 24 35 32 38 63 115 34 23 35 14 48 26 35 17 10 8 19 35 29 60 32 42
internal_value=1.65375e-06 -0.00127578 6.67374e-05 0.00316206 0.0325196 -0.000199131 -2.19163e-05 2.98084e-05 0.00333773 0.0215983 0.00579095 0.0506613 0.000198075 0.0029162 0.0382932 0.0599958 0.0303127 -0.0805938 0.000685028 -2.71608e-05 -0.000754596 -6.24344e-05 0.00130032 0.00795223 0.0294683 -0.0126648 0.00905826 -0.00149026 -0.0040958 0.000153465
internal_weight=44.5219 2.15836 42.3635 1.17956 0.0917809 0.036038 41.184 40.6232 0.68777 0.149609 0.0969031 0.0527055 1.60685 0.581211 0.0503221 0.042554 0.0216533 0.00776811 1.08777 39.9354 7.9437 7.39904 3.78578 0.709145 0.179606 0.109636 0.0634626 3.61326 1.06467 31.9917
internal_count=4034 521 3513 230 77 55 3283 3148 133 129 67 62 387 324 209 92 69 117 153 3015 271 245 136 101 91 83 64 109 49 2744
is_linear=0
shrinkage=0.1


Tree=627
num_leaves=31
num_cat=0
split_feature=4 4 1 1 0 3 4 4 2 2 1 0 2 1 0 1 3 3 2 3 4 3 4 1 4 1 3 3 3 3
split_gain=0.000345196 0.00162928 0.0105802 0.0153955 0.00930158 0.00429998 0.00388906 0.00119895 0.00064788 0.00218426 0.000503582 0.00134694 0.000445569 0.00189294 0.0148394 0.00457905 0.00168394 0.00336014 0.00241541 0.00294697 0.000998116 0.0018844 0.0022802 0.00121106 0.00466165 0.00241624 0.00192985 0.0187228 0.0116425 0.0285857
threshold=37.038444968100009 35.879804895950009 69.999384342500022 65.687097501250022 90.297243227400017 -0.09053499999999999 36.491284729650012 37.52517992975001 -0.078504999999999991 -0.24385500000000002 65.611820673600008 96.851704149400021 -0.06483499999999999 61.622148808000013 82.602876058000007 57.576019321700009 -0.5351999999999999 -0.25095999999999996 -0.23375499999999999 -0.15572 42.558389508100007 0.087555000000000022 43.680097826700013 61.982402197500001 40.206947806850003 71.104340634100012 0.088145000000000015 -0.094699999999999993 0.084360000000000018 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 10 3 4 6 -4 -3 -2 9 -7 -1 -12 13 14 15 16 -9 -18 -19 -20 23 -22 -23 24 -14 26 27 -25 -29 -30
right_child=7 2 5 -5 -6 8 -8 12 -10 -11 11 -13 20 -15 -16 -17 17 18 19 -21 21 22 -24 25 -26 -27 -28 28 29 -31
leaf_value=0.0020547359944995056 0.0046689566236608289 -0.022065712456067824 0.026612313513532979 0.062259400596530859 0.023370811468190471 0.070174374432012812 -0.1004213769755638 0.030058052008377745 -0.10042600823147348 -0.1001531708785606 -0.0053636199150523664 0.00066540492576563741 0.0013541369949096611 -0.00023339706395478804 -0.1002305639238139 0.074825420757041114 -0.10011566443300422 0.063449819564722634 0.020750420349562183 -0.10012662896152902 0.00055523618467701432 -0.008997263021972365 0.00017717680714731152 0.00052328168523274143 -0.0090429230934518951 5.8814273709384384e-05 0.0021151986462650705 0.079753404516841042 -0.051894117803961484 0.094011514857953546
leaf_weight=0.52435258408641772 0.55854695367881291 0.010444944442710546 0.0036660729067037314 0.028432764927856624 0.018110234290361404 0.0010276106791546318 0.016095649723249394 0.008680470802566731 0.015692980151555957 0.0028162871722576819 0.58045101677390665 1.0247527364736662 1.6159307117414035 24.072630789339119 0.015749102997745013 0.0097443304890205695 0.0043286376618982816 0.0042427081633107369 0.0048733647563494742 0.003441055748407364 2.0464651806863259 0.56511188575803906 0.52034601342552333 0.54840912661601493 0.58821524019428384 7.7774642638795717 3.837479956013008 0.052675114657175448 0.029844505623941586 0.024410846359387506
leaf_count=149 77 38 14 11 5 30 23 19 35 38 60 224 41 1946 38 24 29 38 6 44 239 71 94 34 116 323 169 43 36 20
internal_value=2.67566e-06 -0.00121112 -0.0139348 0.004743 -0.0318823 -0.0727653 -0.0695848 6.65635e-05 -0.0914134 -0.0546186 -0.000635831 -0.00151473 4.96152e-06 -0.000274194 -0.0195082 0.0164953 -0.00573664 -0.0241376 0.00205319 -0.0292765 0.000387451 -0.00123119 -0.00459923 0.000737687 -0.0014205 0.00112537 0.00297167 0.00798691 0.0462653 0.0137525
internal_weight=44.5144 2.22584 0.0962865 0.0730836 0.0446508 0.023203 0.0265406 42.2886 0.0195369 0.0038439 2.12956 1.6052 41.73 24.1237 0.0510597 0.0353106 0.0255662 0.0168858 0.0125571 0.00831442 17.6064 3.13192 1.08546 14.4744 2.20415 12.2703 4.49282 0.65534 0.10693 0.0542554
internal_count=4034 627 194 77 66 117 61 3407 103 68 433 284 3330 2144 198 160 136 117 88 50 1186 404 165 782 157 625 302 133 99 56
is_linear=0
shrinkage=0.1


Tree=628
num_leaves=31
num_cat=0
split_feature=1 3 2 0 2 1 4 4 4 1 2 0 4 4 1 1 3 1 3 1 3 3 0 0 4 4 0 0 3 2
split_gain=0.000329826 0.00220516 0.0081048 0.0108785 0.0102358 0.018454 0.00290653 0.00297958 0.00271588 0.00184181 0.000815114 0.000625379 0.00179936 0.0326955 0.0015202 0.00123809 0.0109394 0.00659755 0.00368604 0.00503447 0.00121072 0.00136869 0.000655668 0.00174344 0.00304773 0.00640479 0.00510262 0.00181222 0.00160792 0.00132748
threshold=61.923256118600001 0.097450000000000023 -0.082094999999999987 86.643628628100018 -0.054619999999999995 61.45546440395001 38.969453495950006 40.583589072600013 40.750688432250008 61.93400995115001 -0.095204999999999998 85.812895065800021 41.385032804600009 41.646178195200001 61.987779113750001 61.998532946250002 0.10546000000000001 62.025417527550012 0.087555000000000022 64.730006406800015 0.084360000000000018 0.10335500000000002 85.963448721100022 86.420486603250012 40.340071172300007 42.198888176300009 86.382848189450016 86.643628628100018 0.10932000000000001 -0.097294999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 -4 8 -3 -8 -6 -2 -1 12 20 -14 -13 -15 17 -17 19 -19 -11 -22 28 24 -24 26 -26 -25 -16 -27
right_child=9 6 3 -5 5 -7 7 -9 -10 11 -12 14 13 15 22 16 -18 18 -20 -21 21 -23 23 27 25 29 -28 -29 -30 -31
leaf_value=-0.0021887872987514084 -0.0059664420450787747 -0.00033757569364521717 -0.080869407634780413 -0.094898045856465593 -0.10039190738121267 0.082786770320371947 0.011433880246092043 0.0011702823215078441 0.021187675328374674 0.0025285459119403922 0.0026775773202440023 -0.0030958214938795938 0.095580200417273997 -0.0012363610792694179 -0.0044948539887969497 -0.066495227350329325 -0.10021620468712374 -0.10006132503077497 0.05761542102880577 0.082251666094422873 -0.0058464637432125112 0.0012827069793905571 -0.00262810270549905 -0.0033357784761418466 0.014712036026904411 0.0030122087737585656 0.0034423473583548888 5.8134736852795891e-05 0.00058127661132585293 -0.0031413956599560563
leaf_weight=1.0391639489806264 0.52551759306864809 1.415490660867363 0.01351911310257492 0.02143229017383419 0.0093263184175008673 0.019498580530125764 0.58359375971485838 0.54887140141618573 0.0022881131735781332 1.021337188100637 0.5146708912907344 1.6351025905678387 0.038384570542348118 0.52270964940885278 1.0626593815177323 0.0060157678708492304 0.0072425147809553883 0.0037009394072944337 0.036288420857476744 0.0025640531997765947 0.53786176369548033 0.53931513395363595 1.0669395453660389 1.6711077435902577 0.65411459403549099 0.52811053965706367 1.0413991816494672 26.877650545993312 1.5117703356372656 1.0427504760009467
leaf_count=292 16 31 18 14 21 17 22 30 135 104 8 44 7 29 41 36 20 91 43 24 37 13 22 39 45 19 8 2757 9 42
internal_value=2.47108e-06 0.000849371 -0.00203543 -0.0363395 -0.00821976 0.0233477 0.00268342 0.00645943 -0.07644 -8.50452e-05 -0.00057692 -7.40123e-06 0.00145751 0.00620526 -0.000114645 0.000275278 0.0144327 0.0315288 0.0453865 -0.0254467 6.18018e-05 -0.00227707 2.2834e-05 0.000143159 0.00201215 0.00352786 0.0077901 -0.000140529 -0.00151402 -0.0010726
internal_weight=44.5004 4.16786 1.6199 0.0660644 0.0446321 0.031113 2.54796 1.13247 0.0116144 40.3325 1.55383 39.807 2.71542 0.616906 37.0916 0.578521 0.0558117 0.0485692 0.0425534 0.00626499 2.09851 1.07718 35.4565 32.8821 4.33331 3.26637 1.69551 28.5488 2.57443 1.57086
internal_count=4034 588 505 205 191 173 83 52 156 3446 300 3430 404 250 3026 243 214 194 158 115 154 50 2982 2932 136 114 53 2796 50 61
is_linear=0
shrinkage=0.1


Tree=629
num_leaves=31
num_cat=0
split_feature=2 2 3 0 1 1 3 4 4 3 3 4 3 4 3 2 3 3 1 3 4 3 4 2 4 0 0 3 2 1
split_gain=0.000346027 0.00580709 0.0134312 0.0180042 0.023722 0.0204983 0.000760762 0.011343 0.0173534 0.00228537 0.00208143 0.000704378 0.00154598 0.000681659 0.00164443 0.00399033 0.00290018 0.00204176 0.00243437 0.0018867 0.00476363 0.00154407 0.00118004 0.0009664 0.000834154 0.00073953 0.00167577 0.00125583 0.000636436 0.00199617
threshold=-0.06828999999999999 -0.054619999999999995 0.11002000000000002 85.963448721100022 62.132955852800002 70.776348742200014 -0.09053499999999999 38.903925214650009 38.064633603500006 -0.23921499999999998 -0.26753499999999997 36.491284729650012 0.08481000000000001 42.094663496250007 0.10661000000000002 -0.011675 0.10249000000000003 0.096315000000000026 81.320481529800006 0.079605000000000023 38.625745710700009 0.11278000000000003 42.388109226950007 -0.02903 42.779078631750004 86.103248543850015 96.163458868000006 0.088075000000000028 -0.086139999999999994 62.052302108850007
decision_type=2 2 2 2 2 2 2 2 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 -5 -6 7 8 9 10 -3 12 -8 14 16 -16 17 19 -19 20 -13 -17 -15 -24 -25 -21 27 -27 -1 -30
right_child=1 6 -4 4 5 -7 11 -9 -10 -11 -12 13 -14 22 15 21 -18 18 -20 25 -22 -23 23 24 -26 26 -28 -29 29 -31
leaf_value=0.00010735755982124143 -0.023571944724019193 -0.071458405774617526 -0.04832711259571755 0.10017526939300743 0.043575114029145878 -0.1003059500584129 0.0005234594006196491 0.00048367972894479351 -0.10288476488830661 0.059536191697279542 0.035554740703524622 -0.00061773672680103019 -0.0060693175313560818 -0.0050740983029041323 0.010203441780450587 -0.0037979726998288647 -0.004406230467032343 0.0093635369832850406 -5.3161152621480695e-05 0.002130935679491572 0.010756201674390342 0.0036934024376081517 -0.0040620243967912761 0.0023154411114408302 -0.00061172846165117385 -0.00085731771980220278 9.503158528683017e-05 -0.0075394424157531328 0.00021343879405632686 -0.0030503194263167051
leaf_weight=16.607682761841801 0.043323080019038396 0.0034432720216983617 0.025451472508848383 0.052512677968479693 0.03565775901734014 0.013708394851363437 1.0251863473299323 0.55676630781217784 0.026573280312959469 0.0094532150314937669 0.0038495985381832298 1.0117844427460054 0.54465459124504345 0.51163568650925828 0.61171542679221613 0.52424269338400764 1.1275609250959622 0.59255073399606206 0.51151520177793941 1.0499214210059493 0.57891822482078925 0.57901112556629641 0.52369688636112055 1.5675775266476391 2.5689769273617697 0.55985005095780571 4.5600887966599544 0.56519689849574206 5.1508184961676262 2.9456426590703364
leaf_count=2083 20 21 21 18 30 50 25 198 15 23 22 12 94 40 23 19 30 38 20 56 82 42 73 55 200 49 115 57 123 380
internal_value=2.54444e-06 0.000314181 0.0186813 0.0304267 0.0533892 0.00362105 0.000154377 -0.00335129 -0.0526406 0.0270887 -0.0149707 0.000265016 -0.0017639 0.000447602 0.000853408 0.00372547 0.000386863 0.000959991 0.00500077 0.00042415 0.00352168 0.000133661 -0.000515333 -1.48388e-05 0.000497544 -0.000307432 -0.000757746 -0.00421426 -0.000247036 -0.000973977
internal_weight=44.489 19.7848 0.170653 0.145202 0.101879 0.0493662 19.6142 0.600086 0.0433194 0.0167461 0.00729287 19.0141 1.56984 17.4442 12.2724 1.71497 10.5574 9.42983 1.10407 8.32576 1.5907 1.10325 5.17189 4.66025 4.13655 6.73506 5.68514 1.12505 24.7041 8.09646
internal_count=4034 1448 139 118 98 80 1309 279 81 66 43 1030 119 911 543 84 459 429 58 371 94 61 368 328 255 277 221 106 2586 503
is_linear=0
shrinkage=0.1


Tree=630
num_leaves=31
num_cat=0
split_feature=3 3 4 1 3 2 4 3 3 1 1 3 0 4 0 1 2 3 1 2 2 2 4 0 0 2 0 0 0 1
split_gain=0.000354214 0.00436106 0.00110893 0.00292398 0.000944169 0.001797 0.00120875 0.00155072 0.000808903 0.00364684 0.00501214 0.000906206 0.00188928 0.00168659 0.00124689 0.00443016 0.00131822 0.00351131 0.00137045 0.00192964 0.000935974 0.00193748 0.00443082 0.00181708 0.00187867 0.004513 0.0137094 0.0202887 0.0143813 0.00946061
threshold=0.11660000000000002 0.11148000000000002 41.436838994450007 62.272755675600003 0.11922500000000003 -0.054619999999999995 41.092444989200011 0.13377000000000003 0.10507500000000002 62.046925192600007 65.687097501250022 0.094175000000000023 97.39208423365001 40.844669808050007 85.683849075550015 62.009286778800011 0.022350000000000005 0.09551500000000003 67.192634054300015 0.0023400000000000005 -0.094519999999999993 -0.083954999999999988 42.434124620650003 85.877418060900013 94.625660817400004 -0.018034999999999999 86.382848189450016 88.872360418250011 93.692765846100016 64.407391431150018
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -2 6 7 -6 11 -10 -11 20 14 -14 -13 -16 17 -17 19 -19 -1 22 -22 -23 25 -25 -27 -28 29 -29
right_child=2 -3 3 -5 5 -7 -8 -9 9 10 -12 12 13 -15 15 16 -18 18 -20 -21 21 23 -24 24 -26 26 27 28 -30 -31
leaf_value=0.00072248567164715589 -0.0035898663834554841 0.0083309441075267426 -0.0063043597530097507 0.00052346108299858784 -0.0061867781267530911 0.0062169172964895089 0.0026133458703360328 0.0004705817458793422 -0.0061388344828374915 0.0086061396248302193 -0.0045756910002698846 -0.00051699030513063175 -0.0063966705152109704 0.00044990278092356682 0.010459553524439086 0.0051038489947723689 0.0058602613626633363 -0.007615354032472911 0.0018619723030990046 0.00056189027667952164 -0.00099026495007319181 0.0038461542411974839 -0.010407197613983784 -0.0007728605335229244 0.00052572426957259676 -0.0014088929217412889 -0.09373806198295781 0.057068224061842782 -0.10040881790335468 -0.01583203376349775
leaf_weight=8.4564392395043715 0.50440217133003651 0.63559326477773126 1.0634277305146045 1.5290108240116493 0.53071781280846275 0.55816952214945503 1.0333406911231575 1.0268964669468497 1.0518629750686177 0.57576869069077918 0.5780401118294779 1.4550265938972318 0.55141869708551183 1.0354086495639991 0.649685396827408 1.0549803853756434 0.56149258954019376 0.67898849117409532 0.561258587186103 0.5018853098154068 2.6697857607956439 1.093127255541728 0.61468775597172598 5.5141397839677211 9.309861256079536 0.51717846660994737 0.042841681109621277 0.022735946671673446 0.01651699393580941 0.082025912019076941
leaf_count=1487 23 78 34 35 31 31 8 49 32 34 70 64 110 67 40 21 29 73 68 2 128 271 99 281 661 16 25 14 40 113
internal_value=2.66579e-06 0.000116733 -0.000695523 -0.00227734 0.000426886 0.00107026 -3.8487e-05 -0.00179775 -2.21388e-05 -0.00188015 0.00200225 9.36631e-05 0.00110821 -0.00192927 0.00199045 0.00290066 0.00143847 0.000550845 -0.00220631 -0.00413993 -0.000158732 -0.000533524 -0.00275264 -9.44089e-05 -0.000372219 -0.00172156 -0.00939989 -0.0345812 -0.0136841 -1.08523e-05
internal_weight=44.4767 38.2307 6.24597 2.59244 3.65353 3.14912 2.59095 1.55761 37.5952 2.20567 1.15381 35.3895 7.05014 1.58683 5.46332 4.00829 3.35861 2.79711 1.74213 1.18087 28.3393 19.8829 3.28447 16.5984 15.5053 6.19544 0.681299 0.164121 0.121279 0.104762
internal_count=4034 3823 211 69 142 119 88 80 3745 136 104 3609 474 177 297 233 193 164 143 75 3135 1648 227 1421 1150 489 208 192 167 127
is_linear=0
shrinkage=0.1


Tree=631
num_leaves=31
num_cat=0
split_feature=2 2 2 2 3 3 3 1 3 3 4 1 1 0 0 3 3 0 1 1 4 4 4 2 3 0 4 2 2 4
split_gain=0.000345348 0.00142369 0.00121804 0.00105116 0.000949096 0.00260563 0.00159067 0.006299 0.0182343 0.0275439 0.012029 0.0115283 0.0110823 0.0127348 0.00838377 0.0048755 0.00246138 0.00176002 0.00144552 0.00290273 0.00111959 0.000858144 0.00163221 0.00155652 0.000718816 0.00252712 0.000707399 0.00147821 0.000582775 0.00735672
threshold=-0.037054999999999998 -0.033799999999999997 -0.039434999999999998 -0.032369999999999996 0.096315000000000026 0.10111000000000002 0.088435000000000027 71.397382570300024 0.086520000000000027 0.08481000000000001 35.419594101850009 62.55235532115001 65.687097501250022 86.329079026800017 93.399723909900004 -0.24238499999999999 0.091645000000000018 80.73708611550002 61.982402197500001 62.240494178000013 41.257403903850005 38.179089776100007 36.893814626400008 -0.028049999999999999 0.13041500000000003 85.963448721100022 41.965809985500009 0.066710000000000019 -0.13953999999999997 39.952536079750011
decision_type=2 2 2 2 2 2 2 2 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 -3 6 -6 7 8 9 10 -5 -10 13 15 -14 -12 -8 -17 -7 -20 -18 22 -21 -23 28 -26 -9 -28 29 -1
right_child=1 3 -4 4 5 18 16 26 11 -11 12 -13 14 -15 -16 17 20 -19 19 21 -22 23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.036548509670479762 0.005368036534635503 -0.004214909250571836 -0.0048545054460699816 0.10016071731782783 0.0077697623429027838 -0.0018335249353718882 -0.0081232975292330461 -0.0013522804757538863 0.096714138231818403 -0.10055429422787315 0.073290063292320129 0.017882314981123634 -0.048261624589790164 0.10006810252722838 0.018587919229262544 0.018081929737050428 0.0013309257796941057 -0.090021583239860675 0.0083683400362304962 -0.0013800598942264935 -0.0043288683287508777 0.0014089223149421953 0.006445549382280584 -0.0050204269367678843 0.0023821094039699273 -0.0073054980531399392 0.0056735783873486066 -0.00010726404050836348 -0.00014218957996307616 0.0023577718795258352
leaf_weight=0.049673268547845928 0.55560303716629178 0.51784591200941932 0.54978533052803769 0.014901434311485384 0.57389385797438297 1.5843744792284722 0.59256204588815053 2.5174710506874582 0.037303546660126585 0.024303612724750678 0.003436814211115192 0.036902023966796094 0.03996576966177301 0.020880860187389771 0.035357801032034786 0.0019170103273937755 1.0461876215431587 0.0070252260830088176 0.56455504328914718 0.5139196230371883 0.5248464507113918 1.0150219136849044 0.55366519688709559 0.59862032771283624 0.51963946387331617 0.55887894368621094 0.53725181087266882 2.503774984746943 26.111747809575224 2.2513581201827106
leaf_count=423 15 12 14 10 58 33 115 196 18 41 59 28 27 35 22 73 54 24 27 27 41 7 19 74 14 58 110 90 1435 875
internal_value=2.22345e-06 0.00040446 -0.000190875 0.000205572 0.000377067 0.00139943 -0.00031841 0.000547302 0.0170654 -0.00324278 0.0159095 0.0575115 0.00434733 0.0524245 -0.0168816 -0.0279403 -0.00263134 -0.0668467 0.000642545 0.0018512 -0.000559882 0.000478958 0.00267842 -0.000976203 -0.000103935 -0.00263793 -0.000112396 0.000914025 -7.74699e-06 0.00151789
internal_weight=44.4627 14.4216 30.0411 13.866 13.3481 5.40405 7.94409 5.78049 0.221994 0.147789 0.123485 0.0742056 0.108583 0.0332599 0.0753236 0.0123791 2.1636 0.00894224 4.83016 3.24578 1.57103 2.68123 1.06758 1.61364 29.4913 1.07852 5.5585 3.04103 28.4128 2.30103
internal_count=4034 1215 2819 1200 1188 245 943 733 337 291 250 46 240 191 49 156 210 97 187 154 95 127 46 81 2805 72 396 200 2733 1298
is_linear=0
shrinkage=0.1


Tree=632
num_leaves=31
num_cat=0
split_feature=2 4 4 0 4 0 4 0 4 2 2 2 2 2 1 0 3 2 3 3 4 4 2 4 0 3 3 3 0 4
split_gain=0.000315397 0.000812165 0.0036629 0.00197449 0.0426809 0.0089496 0.00687922 0.00527424 0.00801656 0.0120749 0.00135539 0.0104845 0.0302577 0.0195849 0.00213736 0.00303325 0.00841634 0.00136169 0.00180038 0.0275124 0.00371995 0.00223991 0.00163599 0.00199704 0.00143678 0.00132149 0.00125262 0.00339003 0.00155811 0.00112336
threshold=-0.06483499999999999 41.806790701050012 41.685324604100011 86.103248543850015 41.942745071500006 85.812895065800021 42.434124620650003 85.791387400750025 42.719328117250008 -0.22932499999999997 -0.08786999999999999 -0.079634999999999997 -0.081629999999999994 -0.085584999999999994 62.009286778800011 94.625660817400004 -0.24663499999999999 -0.096529999999999991 0.086030000000000009 0.083365000000000022 41.243661560350013 41.147265497500008 -0.11103999999999999 38.804080188450008 85.963448721100022 0.095750000000000016 0.10184000000000003 0.09117500000000002 86.479632682150012 49.283271594150008
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 6 -6 8 -8 29 17 12 13 -12 -13 16 -16 18 19 -1 24 22 23 -21 -20 -17 27 28 -5 -10
right_child=-2 3 -4 26 5 -7 7 -9 9 -11 11 14 -14 -15 15 25 -18 -19 20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00044766034090463396 0.00030091947988307178 0.094101555915777499 -0.0086542793981386427 0.0041193555898973245 -0.10028296442372786 -0.074769129267334672 0.042955660721575022 0.087559472516140657 0.020502158969847611 -0.10009481115644153 -0.022430402479969795 0.0032695396918765579 -0.003174996410247659 -0.10129038340786566 0.0014726430990949434 0.0059914458976307585 -0.013198524431352276 0.0015533269256178019 0.0042871217470928846 -0.011382698552992397 -0.0091951012540841589 0.10031682367557548 0.07802619742467623 0.071338942742035491 -0.001171377497768446 -0.0010327541335012171 0.0049561969734254509 -0.0069598477411127336 1.7923739160130887e-05 -0.028181721711907321
leaf_weight=1.0391005360682153 19.716405509483558 0.044409271271435347 0.55141182923502263 1.1008866926131284 0.0071044756896299069 0.025257032870285911 0.022255360986413564 0.0066706587676890186 0.021076477468995766 0.015925352387540673 0.071651450797148131 1.4274785661837208 0.56018338915414789 0.056189156986521771 1.0110106968786563 0.55955563464419611 0.63761947184491474 4.634239245260912 0.54401813450229841 0.0060032248517525033 0.55565135761008821 0.021480218739867496 0.01604331505950532 0.0056794585709667444 4.2448303788670012 0.5137484805690864 0.55347707386368927 0.63593737668514005 5.8388285159155391 0.0061147844492097638
leaf_count=417 1421 9 34 28 25 33 21 5 164 101 35 16 35 56 5 41 70 83 57 38 35 5 2 10 321 34 32 100 790 11
internal_value=2.57117e-06 -0.000235255 -0.000641677 0.000572679 0.0119875 -0.0229405 -0.00640127 0.00285687 -0.00578632 -0.0309453 -0.000363878 -0.00176018 -0.0131931 -0.0570913 0.000135535 -0.00150805 -0.00420154 0.000246451 -0.000695031 0.00301229 -0.00144996 0.076077 0.0572976 0.0288319 -0.000551286 0.00262924 0.000363718 2.81916e-05 0.000668557 0.0095541
internal_weight=44.4502 24.7338 16.4559 8.27794 0.148813 0.104404 0.0791471 0.0720426 0.065372 0.0431166 15.9045 4.83744 0.688024 0.127841 4.14941 2.72193 1.64863 11.067 6.43281 1.08831 5.3445 0.0492062 0.027726 0.0116827 4.78885 1.0733 8.12913 7.57565 6.93972 0.0271913
internal_count=4034 2613 1294 1319 369 360 327 302 297 276 1260 292 126 91 166 150 75 968 885 472 413 55 50 48 378 75 950 918 818 175
is_linear=0
shrinkage=0.1


Tree=633
num_leaves=31
num_cat=0
split_feature=1 1 3 1 3 3 1 4 2 4 2 3 3 0 3 3 3 0 1 0 0 3 3 2 2 4 2 0 0 2
split_gain=0.000324864 0.00309138 0.00231361 0.00136802 0.000934071 0.000820232 0.00768872 0.0259988 0.0322353 0.0129118 0.00570088 0.000612123 0.00650433 0.00912484 0.00119909 0.00323495 0.00179998 0.00199735 0.00222142 0.00135201 0.00354005 0.00240893 0.00218695 0.00367659 0.00294321 0.00223303 0.00228856 0.00210311 0.00609561 0.00171322
threshold=73.037342029850024 74.916574263050009 -0.046510000000000003 75.077881750900005 0.075810000000000016 0.093735000000000027 80.677940036650014 40.890797847750008 0.10957500000000002 41.289992964000007 -0.59681499999999998 0.09013000000000003 0.088145000000000015 87.278104746850019 0.11531000000000002 0.11148000000000002 0.41214500000000009 86.103248543850015 61.907125369850007 85.995710218650018 86.103248543850015 0.090735000000000024 0.094375000000000028 -0.08262499999999999 -0.089795 36.728658719300007 -0.12546499999999997 86.565663342300013 90.767723400200012 -0.10423499999999999
decision_type=2 2 2 2 2 2 2 2 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 -3 -5 -6 7 8 -7 -9 -11 12 -1 -14 15 19 17 18 -16 29 -21 -22 23 -23 25 -24 -27 -26 -29 -13
right_child=1 3 -4 4 5 6 -8 9 -10 10 -12 14 13 -15 16 -17 -18 -19 -20 20 21 22 24 -25 27 26 -28 28 -30 -31
leaf_value=0.00024305052204731767 -0.00063661237569070136 0.0050399228401673902 -0.0099760089387749187 -0.0042550719592784839 0.00072081706174790281 -0.10081600370734481 7.276280247030122e-05 0.079939990841501329 0.062487095734976565 0.031996967737534653 -0.06348856451067475 0.0047020038349271506 -0.01576606739744835 0.0017141023472996633 -0.00085635914327729596 0.0083673535238253643 0.001438578275716157 -0.00051970551244565793 -0.010034457336302392 0.0092120727913878701 0.0072409235275949614 0.0008572609053037625 0.0037688337884910759 -0.0088256409399183819 0.00066762875020584143 0.00034952883169172638 -0.0087129568178395522 0.013242966331813794 -0.00072515340718540483 -0.0012630991127055154
leaf_weight=15.96113284793833 0.4998085004279833 0.53252426359132776 0.56519994056638967 0.52941354393753837 5.2193829303959687 0.055339124876581658 1.5477575111982302 0.024953820013251971 0.015465858346352945 0.011186133277078625 0.014177404447309527 0.54565649643181391 0.62401154233758827 0.5727092708735313 0.50240223540095053 0.58679251658539122 2.5830662727723164 2.6015486880947449 0.5550549157644582 0.56779182201717038 0.55658876312008931 1.0796014151128472 0.5239190655993301 0.61580864750521858 1.0738468856725378 0.56166097625117561 0.55302740645447546 0.66661554850361404 0.58799706422587406 4.093638956562561
leaf_count=1460 35 14 70 297 909 91 168 11 11 11 34 42 84 62 22 38 52 51 23 9 17 49 14 90 28 47 26 52 61 156
internal_value=2.32627e-06 -0.000533612 -0.00559303 0.000144148 -0.000207326 0.000103773 -0.00182602 -0.0260895 -0.0651459 0.0288693 -0.0213764 0.000138762 -0.000290081 -0.00740066 0.000541831 0.00112605 -0.0005825 -0.00200928 -0.00567391 0.000754168 0.00165352 0.00096344 0.0003464 -0.00265977 0.00163115 -0.00161578 -0.00414662 0.00391611 0.00669655 -0.000561506
internal_weight=44.4281 9.01521 1.06501 7.9502 7.41768 6.88826 1.66888 0.121122 0.070805 0.0503174 0.0253635 35.4129 17.1579 1.19672 18.255 12.0129 6.24207 3.65901 1.05746 11.4262 6.78686 6.21907 5.66248 1.69541 3.96707 1.63861 1.11469 2.32846 1.25461 4.6393
internal_count=4034 1651 105 1546 1532 1235 326 158 102 56 45 2383 1606 146 777 629 148 96 45 591 393 384 367 139 228 87 73 141 113 198
is_linear=0
shrinkage=0.1


Tree=634
num_leaves=31
num_cat=0
split_feature=0 3 1 4 3 1 4 2 4 2 1 4 3 3 1 0 1 1 3 1 4 2 1 2 3 3 3 4 2 2
split_gain=0.000330488 0.00104849 0.000905891 0.00468817 0.000804354 0.00657579 0.0237125 0.0291196 0.0107229 0.0045482 0.000682192 0.000698137 0.000795686 0.00078609 0.00127004 0.000573292 0.0189808 0.0350418 0.0120963 0.00485131 0.0470883 0.0167449 0.00385216 0.00331732 0.0201332 0.0173105 0.0218784 0.00593385 0.00437552 0.00474351
threshold=96.959242474650011 0.075810000000000016 75.077881750900005 37.784765830350004 0.093735000000000027 80.677940036650014 40.890797847750008 0.10957500000000002 41.289992964000007 -0.59681499999999998 81.320481529800006 39.525197829750006 0.089850000000000027 0.081280000000000019 75.499969677400017 90.297243227400017 67.192634054300015 66.590419433100024 0.09117500000000002 63.353515844050008 38.625745710700009 -0.5775499999999999 62.55235532115001 -0.101395 0.084360000000000018 0.087125000000000022 0.090735000000000024 43.426640904350009 -0.116995 -0.16048499999999999
decision_type=2 2 2 2 2 2 2 2 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 10 6 7 -6 -8 -10 11 -4 13 -13 -15 19 17 18 -17 22 -21 -22 -1 24 27 -26 -27 -18 29 -28
right_child=1 2 4 -5 5 -7 8 -9 9 -11 -12 12 -14 14 -16 16 23 -19 -20 20 21 -23 -24 -25 25 26 28 -29 -30 -31
leaf_value=-4.6314933470631648e-05 -0.0048523834652636662 0.0016265128995591736 0.0046836667692469356 -0.0097355187417036554 -0.10073867479591368 6.5492832016406972e-05 0.076799562230259508 0.05851318137411049 0.02909677401229829 -0.057927649678834271 -0.0024884090719094294 -0.00015500655516973618 -0.0026240886183333777 0.00089535981204421885 0.0067852190384511167 0.084789508241911449 -0.10031603583850741 -0.055837782469012678 0.025812277858513689 0.0019348634204244962 0.038135636210547476 -0.089071078498984019 0.0081600359383310183 -0.00010655319566727112 0.10029286631909672 -0.091166603890856845 0.052750811661042132 0.023956557705794874 0.074045722342212877 -0.008860538409053223
leaf_weight=26.389841184806276 0.53309074648433163 1.0220545776191468 0.5465460453850336 0.5633084691430098 0.050102327356714826 1.5476849132169164 0.023458118936105166 0.014895569054132807 0.011077091599872801 0.01311742081270495 0.52029311923853505 1.5080001923373858 0.5580197686831524 1.0075150514021514 0.57507412914429767 0.071307118334517194 0.017008793713670367 0.035055638311689563 0.067882258677855134 0.61397191885603009 0.011800359626249701 0.084085988417850199 0.58468447475379193 7.9207893254645585 0.028215450414094789 0.017121604727009299 0.022841474945522577 0.0049634944795897687 0.020279935959479189 0.02759064148312973
leaf_count=1311 305 21 51 80 88 168 9 11 11 31 619 55 45 6 65 50 26 37 14 106 12 194 42 400 8 55 31 150 19 14
internal_value=2.02824e-06 -0.000558916 -0.000271418 -0.00241062 0.000260503 -0.00163236 -0.0249589 -0.0642429 0.0286242 -0.0180848 0.000926993 0.00135058 0.000851297 0.00147879 0.00303559 0.000134688 0.000867297 0.033521 0.0560265 -8.31827e-05 -0.00824343 -0.0734162 0.000131561 0.000161269 0.0155311 0.0321499 0.0102599 -0.0722431 0.0348184 0.0190442
internal_weight=44.4117 8.49424 7.96115 1.58536 6.37578 1.66034 0.112651 0.0649979 0.0476526 0.0241945 4.71545 4.19516 3.64861 3.09059 1.58259 35.9174 8.23306 0.174245 0.139189 27.6844 0.709858 0.0958863 26.9745 8.05881 0.138021 0.116049 0.0878337 0.0219723 0.0707121 0.0504321
internal_count=4034 1565 1260 101 1159 318 150 99 51 42 841 222 171 126 71 2469 804 101 64 1665 312 206 1353 703 303 127 119 176 64 45
is_linear=0
shrinkage=0.1


Tree=635
num_leaves=31
num_cat=0
split_feature=4 4 1 1 2 2 1 0 2 3 4 2 3 2 4 4 0 4 2 3 2 0 2 2 4 2 4 3 2 2
split_gain=0.000328439 0.00150738 0.00909011 0.0132636 0.00875715 0.0156376 0.00394467 0.00332772 0.00218739 0.00113257 0.000843104 0.00132545 0.00124747 0.000720056 0.00458125 0.0051819 0.00454263 0.0140668 0.000461135 0.000456186 0.00159033 0.000415236 0.00041303 0.00160995 0.00114405 0.00136667 0.00125038 0.0156377 0.012654 0.033608
threshold=37.038444968100009 35.879804895950009 69.999384342500022 65.687097501250022 -0.048954999999999992 -0.081354999999999997 71.365121072750014 95.117648655250022 -0.58287999999999995 0.10249000000000003 37.784765830350004 0.22598000000000004 0.093905000000000016 0.13006000000000004 38.121007182500009 39.337369931850013 88.17067284620002 41.147265497500008 -0.101395 0.088555000000000023 -0.093879999999999991 92.313586825200005 -0.06483499999999999 -0.073609999999999995 42.283941020600004 -0.02903 41.289992964000007 0.11243000000000002 0.061925000000000015 -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=1 19 3 4 5 9 -4 -8 -9 18 12 13 -2 22 -15 -16 -17 -18 -3 21 -21 -1 23 -12 26 -26 -24 28 29 -28
right_child=10 2 6 -5 -6 -7 7 8 -10 -11 11 -13 -14 14 15 16 17 -19 -20 20 -22 -23 24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0011685906647108581 -0.00060018497634692065 -0.048776957617672284 -0.10036524914573081 0.058682957717885266 -0.10087821941335567 0.10011112682643115 0.096199416721232153 0.070258054801489958 -0.10005113244451319 -0.078961573360572176 -0.00012286496137979344 -0.0048516287558168034 0.0061332532310228666 -0.00087572886649668201 0.054232325663967185 -0.017817983314162438 -0.030039441531380592 0.063465390677715117 -0.0028389058461021134 0.0018221050317126829 -0.0058156733026061983 0.0028389903636042786 0.00071116630472395272 -0.0051849952751668402 -0.0056160622029584693 -0.00027053599969179253 0.047453518620647284 -0.0032687937052026691 0.095965395252531338 -0.075001662045070513
leaf_weight=0.51278276249466259 0.54565840980372005 0.0052387733891539057 0.014546163375440457 0.026677011279389262 0.012700967500734295 0.0099527309648692608 0.0021292359795950224 0.0010003940053046603 0.0030636189034538583 0.0096398741006851196 23.408137635453304 0.55762913585934271 0.55498592740114105 0.54189348602085274 0.032771808707650507 0.040094481742762866 0.027424810727566751 0.038923971685676406 0.0037488494126591831 0.53370869795291243 0.55726916696743989 0.52145550270064289 9.9747388973322764 0.64559644663593019 0.53377137334260449 4.600703368141045 0.10010501563357721 0.51051612493396448 0.026450430148742043 0.02887777988420559
leaf_count=119 87 44 20 11 10 3 8 11 78 4 2046 146 37 4 20 35 30 33 5 75 112 127 330 70 98 313 45 17 14 82
internal_value=1.4056e-06 -0.00118583 -0.0139583 0.00372671 -0.0317875 -0.00108378 -0.0719081 -0.00507029 -0.058128 -0.0551525 6.37375e-05 -9.46417e-06 0.00279507 5.71893e-05 0.00328117 0.0194619 0.00875674 0.0248158 -0.0296156 -0.000652756 -0.00207926 0.000852003 2.05636e-06 -0.000258731 0.000399702 -0.000826248 0.000991262 0.00518659 0.0329581 0.0200372
internal_weight=44.3822 2.21391 0.0886976 0.0679582 0.0412812 0.0285802 0.0207394 0.00619325 0.00406401 0.0186275 42.1683 41.0676 1.10064 40.51 0.681109 0.139215 0.106443 0.0663488 0.00898762 2.12522 1.09098 1.03424 39.8289 24.0537 15.7752 5.13447 10.6407 0.665949 0.155433 0.128983
internal_count=4034 627 194 77 66 56 117 97 89 53 3407 3283 124 3137 122 118 98 63 49 433 187 246 3015 2116 899 411 488 158 141 127
is_linear=0
shrinkage=0.1


Tree=636
num_leaves=31
num_cat=0
split_feature=2 1 4 2 1 1 1 2 1 0 1 2 0 4 4 4 1 2 0 3 0 4 1 1 0 2 4 4 3 1
split_gain=0.000345658 0.000403076 0.00855319 0.00808838 0.00311605 0.0025684 0.00224997 0.000925811 0.000665818 0.00100989 0.0027905 0.000940046 0.00574913 0.0133566 0.0112235 0.000931284 0.00451304 0.0120474 0.0106607 0.0156189 0.00822957 0.00341427 0.000761284 0.000934153 0.000530509 0.00160524 0.000563752 0.00314433 0.00772701 0.00402783
threshold=0.26941000000000009 81.320481529800006 39.184300550350009 -0.085584999999999994 83.740093847200015 87.030766598900016 87.33187390945001 -0.58559499999999998 77.543197856500015 97.878695155250014 72.752365468100024 0.12427500000000002 86.420486603250012 41.147265497500008 38.625745710700009 42.522337019050006 81.011308844800013 0.066710000000000019 100.27142289135001 0.089850000000000027 102.11570516885001 40.844669808050007 75.634392583900009 75.408562100950022 96.959242474650011 -0.10423499999999999 37.445036092900004 36.010074051050005 0.082935000000000023 65.611820673600008
decision_type=2 2 2 2 2 2 2 2 2 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 7 -5 -7 -4 9 11 -11 22 -13 14 -14 16 17 18 -10 20 -20 -21 23 24 26 -26 27 -1 -29 -30
right_child=-2 2 3 5 -6 6 -8 -9 15 10 -12 12 13 -15 -16 -17 -18 -19 19 21 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.00068198822583268807 -0.0025148231146704257 0.00025371191473961332 0.099975314758515635 -0.10040343258433654 -0.1001254818702845 0.088121209925788743 -0.1001110335974339 0.0091075013383650049 0.045419048976683224 0.00068461906310540981 -0.0079656638406267553 -0.00032963456136299844 0.036777618044778547 0.083722130087416663 -0.034613960452277062 -3.6290869350959398e-05 0.0014843849499717795 0.077749050581617782 -0.030535894688117585 -0.10065785830948382 0.071009113906694218 -0.033203032854295024 -0.0037631812324510489 0.0042331272606067573 0.0012869977666017652 -0.004254707214436184 0.00015995619378341049 -0.075455388079439606 0.022881936569815381 -0.029476542766788745
leaf_weight=1.0919571206446246 0.539251541408034 0.50807084475692854 0.0037593873022387925 0.018412499743700961 0.0012923150724956072 0.0014570599960279642 0.001125573532184232 0.0015977966613346392 0.04006178684817413 1.01521591872451 0.58945213469624835 0.59353126235845977 0.049278206555754878 0.028312026003590063 0.039811287426346098 1.5136160986735918 1.0235024422634067 0.029251174419187009 0.013927649080489601 0.017520930288668524 0.018692580591556596 0.013124349896770582 0.53014921106587465 0.52709009273075835 1.0197919634329085 1.0723337231916037 33.990429549178643 0.019782054811510963 0.029494690540957436 0.029276337052905888
leaf_count=195 166 268 5 72 274 2 187 81 30 51 165 55 25 26 37 127 16 11 14 45 42 18 53 18 22 28 1881 58 27 35
internal_value=1.53367e-06 3.24921e-05 -0.0026937 -0.0568631 0.0392517 -0.0873042 0.00608509 0.0728737 6.62244e-05 -3.43031e-05 -0.00249294 6.68032e-05 0.00366983 0.0238894 0.00487497 0.001596 0.00373309 0.021093 0.00505414 -0.0205062 0.0276531 -0.0717692 -5.89533e-08 5.2747e-05 -6.40083e-06 -0.00155344 8.56503e-05 -0.00207212 -0.0213961 -0.00320004
internal_weight=44.3706 43.8313 0.535715 0.0276446 0.0066495 0.0209951 0.00258263 0.00535718 43.2956 40.6259 1.60467 39.0212 0.710933 0.117402 0.0890895 2.6697 1.15608 0.132578 0.103327 0.0632655 0.0326202 0.0306453 38.3103 37.7802 37.2531 2.09213 35.1609 1.17051 0.0785531 0.058771
internal_count=4034 3868 889 621 360 261 189 86 2979 2676 216 2460 143 88 62 303 176 160 149 119 56 63 2317 2264 2246 50 2196 315 120 62
is_linear=0
shrinkage=0.1


Tree=637
num_leaves=31
num_cat=0
split_feature=0 0 4 4 1 3 2 4 4 1 2 3 1 3 3 3 3 1 1 3 4 4 3 2 0 4 2 3 3 4
split_gain=0.000293419 0.00136441 0.00297773 0.00477153 0.00158631 0.00331767 0.000278514 0.000825891 0.000956279 0.00119693 0.0024161 0.00297779 0.00360379 0.00518749 0.0362712 0.0188792 0.0153773 0.00391804 0.00123351 0.0038819 0.00205975 0.00155696 0.00118229 0.000968245 0.00141624 0.000788645 0.00385986 0.0104803 0.00906818 0.00859197
threshold=102.89804648475001 103.33357670195001 40.80591513400001 40.890797847750008 82.457699319000014 0.089920000000000014 -0.06483499999999999 42.094663496250007 36.491284729650012 75.077881750900005 -0.0034049999999999996 0.10661000000000002 61.987779113750001 -1.0000000180025095e-35 0.10507500000000002 0.084565000000000015 0.10335500000000002 64.407391431150018 62.014663695050011 0.09450500000000002 40.040005255000004 40.523311941050004 0.091275000000000023 0.070580000000000018 87.48511602295001 42.283941020600004 -0.101395 0.09551500000000003 0.085820000000000021 42.599563320500003
decision_type=2 2 2 2 2 2 2 2 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 25 8 22 10 11 12 -10 -14 15 -15 17 -17 21 20 -20 -12 -8 24 -22 -1 27 28 29 -27
right_child=1 2 3 4 5 -7 7 -9 9 -11 18 -13 13 14 -16 16 -18 -19 19 -21 23 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00046244543749157001 -0.0014660671439791037 -0.10006466404220522 0.1000352369788933 -0.1000795191269071 0.070077291273011572 -0.10009492936012283 0.00036711009046818505 -0.00076403061832027125 -0.0046801230715953586 -0.0005125029222330708 -4.7610280000753865e-06 0.0099115663791597836 0.00094223832593784212 0.096789722559136301 -0.0030685168671519573 0.022233756372778381 0.073371251228849285 -0.020038231135185783 -0.0055232960120979793 0.0087153398439502195 -0.00033446099641885738 -0.0062971804978439105 -0.0054088672577384924 -0.00088150764297634839 0.0070291771007613829 0.099874142111421607 0.00047216117526491198 -0.040437215611902964 0.056628675891662643 -0.014911068316656768
leaf_weight=20.102708761021276 0.50017009334097751 0.004505269200777943 0.0031655488367299256 0.0031674392611141799 0.0024915857828402971 0.002120853012315127 1.0372019926497014 5.1756786496207026 0.58418397714321901 3.650740063947878 1.5608403734822789 0.63124293523571839 1.5509204537605654 0.05636010747730269 0.49028892637579702 0.048916852456272863 0.048395315301604569 0.039738251611538544 0.55958734025262025 0.60982836384209793 0.50768996635451935 0.52565699685299438 0.53830682483967951 1.0154408721554116 0.53793015995233873 0.0075497006768217014 4.4292815676402482 0.025808028422034113 0.060923763545815746 0.047863380316017001
leaf_count=1088 27 433 11 58 385 46 44 366 46 122 37 31 31 38 4 24 10 28 66 49 5 54 39 24 35 6 335 32 81 479
internal_value=1.41484e-06 -0.00237018 -0.0316381 -0.0034729 -0.0455893 -0.00816988 2.93062e-05 0.000315259 0.000714456 0.00100891 0.00164246 0.00370333 0.00231306 0.00414124 0.0113979 0.0480699 0.0280345 0.003286 0.00030521 0.0015293 -0.000142897 -0.00159003 -0.00160638 0.00131791 0.00345384 -0.000192846 0.000992707 0.0172131 0.0300022 0.00072773
internal_weight=44.3587 0.515621 0.0154507 0.0109454 0.00777988 0.00461244 43.8431 19.1689 13.9933 12.4178 8.76702 3.45005 2.8188 2.23462 0.683699 0.193411 0.13705 0.0886551 5.31697 3.23048 2.62065 2.0865 1.57551 2.06106 1.04562 24.6741 4.57143 0.142145 0.116337 0.0554131
internal_count=4034 960 933 500 489 431 3074 1053 687 604 482 212 181 135 104 100 62 52 270 179 130 91 83 64 40 2021 933 598 566 485
is_linear=0
shrinkage=0.1


Tree=638
num_leaves=31
num_cat=0
split_feature=4 2 2 4 2 2 1 2 3 1 4 3 4 2 2 2 3 2 4 4 3 4 2 0 3 4 4 0 0 1
split_gain=0.000270187 0.00123256 0.0289871 0.00871051 0.00798306 0.0113223 0.00420236 0.0102393 0.00182403 0.00113912 0.00101499 0.00189764 0.00122513 0.00403078 0.000945354 0.000935203 0.00226124 0.0147106 0.0117209 0.00858243 0.0050638 0.0036508 0.00198766 0.0215127 0.0155287 0.00304718 0.00114553 0.00089156 0.00189514 0.0014392
threshold=40.563919884450009 -0.13953999999999997 -0.14259499999999997 41.32819714970001 -0.167075 -0.59681499999999998 62.116825104000007 -0.15076499999999998 0.09914000000000002 69.238550691600025 49.283271594150008 -0.5351999999999999 48.86568841230001 -0.59502499999999992 -0.23369999999999999 -0.12546499999999997 0.093905000000000016 -0.15731999999999999 40.241071441700008 40.040005255000004 0.098545000000000021 35.782584506850007 -0.10051499999999999 97.521130223850008 0.09180000000000002 38.748048509250005 40.413896136950008 85.812895065800021 85.877418060900013 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=15 2 3 4 5 -2 7 10 9 -7 11 -5 13 -13 -15 16 -1 18 19 20 -18 -22 23 24 25 -17 -24 -3 -29 -30
right_child=1 27 -4 6 -6 8 -8 -9 -10 -11 -12 12 -14 14 -16 22 17 -19 -20 -21 21 -23 26 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0011879058075629969 -0.077907881767330087 0.0015807135197044514 0.0872087692974228 0.050157773085034323 -0.10103657215821671 0.095638076560178503 0.00049906930553085093 0.10024983947818547 -0.0059200317773959801 0.014422727854476791 -0.04108185902009151 -0.10009409154100234 -0.048106809503220729 0.070771479921908367 0.0072824207688126754 -0.02163415094371058 0.050923306324234099 -0.090274076968373917 0.077415635499448132 -0.10045529584029761 0.023832054817791576 -0.10008371942823867 7.4494897087193967e-05 -0.0033447287397530634 0.069370893510475526 0.02646697276797404 0.0034956092195812267 -0.0063832604787275732 -0.00235739185931883 -6.8013164433957648e-05
leaf_weight=1.5391663239394138 0.01283753278089339 2.1972001086304997 0.039469956556782093 0.0072474997271974031 0.015714757812803515 0.0073720197835314139 1.0888352547003941 0.014677941333502309 0.0037096738076982669 0.0022553445367021752 0.0053231359343044451 0.0026951920299325112 0.0058360445011658149 0.0046363694910466196 0.0047460739949372107 0.029556489846989109 0.012813046815736584 0.020732278367598611 0.016980518571315883 0.010315864812582731 0.0042773940903657603 0.0053530821428982023 14.24364390480766 0.51321542976841783 0.080567570490984508 0.023755029294989072 1.0509688534628612 0.53967945731710898 3.1917548491037477 19.657193649932694
leaf_count=397 9 380 13 19 23 78 549 2 11 27 10 6 24 60 22 22 36 19 10 5 16 29 864 35 28 32 36 25 72 1175
internal_value=2.30759e-06 -0.000197426 0.00291411 8.46692e-05 -0.0446963 -0.0108706 0.00173886 0.0316294 0.053656 0.0766122 -0.00141078 0.0069821 -0.0104859 0.00769297 0.0386558 0.000307304 -0.00198991 -0.0195062 0.00999077 -0.0249583 0.00974292 -0.0450463 0.000539254 0.00596786 0.041667 -0.000200817 0.000309577 -0.000345228 -0.000526157 -0.000387815
internal_weight=44.3525 26.8012 1.21536 1.17589 0.0418893 0.0261746 1.134 0.0451623 0.013337 0.00962736 0.0304843 0.0251612 0.0179137 0.0120776 0.00938244 17.5513 1.60964 0.0704722 0.0497399 0.0327594 0.0224435 0.00963048 15.9417 0.647095 0.133879 0.0533115 15.2946 25.5858 23.3886 22.8489
internal_count=4034 2505 853 840 148 125 692 143 116 105 141 131 112 88 82 1529 512 115 96 86 81 45 1017 117 82 54 900 1652 1272 1247
is_linear=0
shrinkage=0.1


Tree=639
num_leaves=31
num_cat=0
split_feature=1 3 0 3 4 0 0 1 0 3 3 3 2 3 2 1 1 2 1 0 0 1 3 0 4 1 3 1 0 1
split_gain=0.00027323 0.000995857 0.0015292 0.00619128 0.00554297 0.00766539 0.00756523 0.00418982 0.00434867 0.00267845 0.00195113 0.00263603 0.00229864 0.00245199 0.00160429 0.0014111 0.00220534 0.00109798 0.0006272 0.00225925 0.000476767 0.00226918 0.0117151 0.0219 0.0114865 0.00223586 0.00383647 0.00283789 0.00179783 0.00170616
threshold=61.901748453550006 0.098105000000000026 86.103248543850015 0.096315000000000026 37.999598532650005 85.877418060900013 84.390700714750025 61.622148808000013 79.532656873050016 0.087795000000000026 1.0000000180025095e-35 -0.15572 -0.23349 -0.24238499999999999 -0.14831999999999998 57.041016153700006 55.887667615750004 -0.075639999999999999 61.93400995115001 86.565663342300013 86.420486603250012 62.111448187750007 0.08674500000000003 86.054856297550018 41.942745071500006 62.068432857650002 0.11334500000000002 62.052302108850007 86.643628628100018 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 6 7 14 8 9 10 11 12 15 -14 -1 16 -6 -3 19 -2 21 25 -23 24 -24 27 -27 29 -22 -20
right_child=18 17 -4 -5 5 -7 -8 -9 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 20 -21 28 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.036412833420618254 -0.006856214798866174 0.0061295354960206726 -0.00033836232774617968 -0.087486963181728286 -0.10010104351073408 -0.10040875261004226 0.10008044173673177 0.068826757882118159 -0.10013484251880032 -0.10006612073966466 0.070986702392127496 -0.10012373322925938 0.09369245416429306 -0.017506794272742397 -0.1000978829536585 0.022136511584004585 0.017479550052031837 0.00087633354294661689 -0.00016167390386794011 0.002163788779365983 -0.0033972950585542923 -6.9806213494018853e-05 0.058570273369018301 -0.094242672745244005 -0.056597418188792818 0.010805673510083123 -0.0010112956713556347 -0.0065586747289566264 -1.7912587828264272e-05 0.0029339366219220688
leaf_weight=0.0012123356341386124 0.56389268922191493 0.55058166127764696 1.5077016730938337 0.010177319218200864 0.0037413345035661408 0.0094104946056177141 0.0098190383287146688 0.0072177771569384699 0.0051059997081868138 0.0024450101217894362 0.0042969194459772089 0.0024653206834986422 0.0049956496274069185 0.0032881656505880158 0.0029697672574172385 0.0046483533224090934 0.0027807679056195411 1.4345145224841855 5.2617438101606098 0.54709879671281669 1.6687658124283213 0.52135268862779183 0.022172660374003339 0.039049724400683772 0.014210567907411153 0.57857978804918342 0.52316149867766626 0.54730849318121944 27.794554731222213 2.6910075424305102
leaf_count=71 42 38 15 11 32 6 8 10 41 16 32 92 53 26 40 4 15 34 229 18 40 148 39 18 33 37 10 21 2772 83
internal_value=2.4511e-06 0.000841673 -0.00102976 -0.015008 -0.00355343 -0.0190175 0.052108 -0.00032951 -0.0151116 3.51411e-05 0.00937081 -0.00270782 0.0096371 0.0495532 -0.0605253 -0.019964 -0.0499693 0.00233335 -7.09755e-05 -0.00241439 -5.33295e-06 0.000583968 -0.0053992 -0.0422332 0.0135881 0.000955843 0.00519439 0.000406461 -0.000209317 0.000885801
internal_weight=44.3403 3.56737 1.58228 0.0745743 0.0643969 0.0503958 0.0140011 0.0409853 0.0337675 0.0286615 0.0262165 0.0219196 0.0194543 0.00828382 0.0041821 0.0111705 0.0065221 1.9851 40.7729 1.11099 39.6619 10.1986 0.596786 0.075433 0.0363832 9.6018 1.10174 8.50006 29.4633 7.95275
internal_count=4034 544 472 457 446 327 119 321 311 270 254 222 130 79 111 51 47 72 3490 60 3430 618 238 90 72 380 47 333 2812 312
is_linear=0
shrinkage=0.1


Tree=640
num_leaves=31
num_cat=0
split_feature=4 4 3 1 1 3 1 0 0 0 0 1 0 2 3 3 2 3 1 4 1 2 4 0 1 4 4 3 4 0
split_gain=0.000352313 0.00174753 0.00147991 0.00385778 0.0374438 0.00513641 0.00350768 0.0026026 0.0183547 0.0169397 0.0359375 0.0027759 0.00521813 0.00203728 0.00244245 0.00198101 0.00169964 0.00150603 0.00256736 0.00102931 0.00101643 0.00878821 0.0109108 0.00581121 0.00216191 0.0016086 0.00137583 0.000989926 0.00109243 0.000919746
threshold=41.218101594450012 41.257403903850005 0.088145000000000015 72.187789260650007 78.285212300550015 0.08883000000000002 75.408562100950022 88.872360418250011 94.75470680765001 90.767723400200012 94.625660817400004 67.300172379550006 94.203572890950014 -0.023719999999999998 0.092260000000000023 0.10157500000000001 -0.086719999999999992 0.11660000000000002 62.009286778800011 41.092444989200011 61.622148808000013 0.18145000000000003 35.171584490050009 80.73708611550002 57.576019321700009 37.311503175250003 38.539340721750001 0.41991500000000009 40.280372415600006 81.87699236280001
decision_type=2 2 2 2 2 2 2 2 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 5 6 -4 -5 13 9 -9 11 -11 -13 14 16 -16 -7 18 -17 20 21 22 29 24 25 -24 -25 -22 -29 -1
right_child=1 2 3 4 -6 7 -8 8 -10 10 -12 12 -14 -15 15 17 -18 -19 -20 -21 27 -23 23 26 -26 -27 -28 28 -30 -31
leaf_value=0.017204107537071047 -0.0058729187334909342 0.00061556174452890515 -0.0097335328773679869 -0.10071139701030725 0.00017774328006549622 0.00024996836782679614 -0.055355547711672497 0.082792215869709918 -0.0013169172805598992 -0.10106398644182213 0.10069949277486774 0.032108227483610904 -0.10013788656243863 -0.0061917620204909578 -0.0060943763708779346 0.0078214712038732655 0.0080157291128142762 -0.0011126099947208407 -0.00182154016301282 0.004434770726111226 4.7943428464125539e-05 0.072809916550368226 0.056437070183983057 -0.053815493652675267 0.068604581360393768 -0.10003613709141441 -0.10022363422481775 -9.3477409841679338e-05 0.0063549000072175999 0.099776952057546248
leaf_weight=0.0018183818969984547 0.54812392638833074 11.141661218388439 0.56770187699554231 0.034955571185036782 0.52205614739340267 0.54026893548279986 0.03328969966241857 0.054967912263236829 0.52203227104473626 0.015600769620505162 0.020859710872173309 0.0057071235933108255 0.0062523623964807484 0.5634962972550096 0.62797377108381613 0.56549454139506827 0.58917388082045075 3.560571504758741 0.53950218786212645 0.577099266048548 22.189061646142722 0.0094132385168137489 0.0010193899461938818 0.011183635833049266 0.0041310692631668644 0.0018481550246178813 0.014898127705535558 0.51618834293337801 0.5350290311024537 0.0052251414400643625
leaf_count=66 34 1518 34 33 159 42 27 14 42 7 1 9 34 63 77 21 23 37 27 46 1533 12 25 10 9 40 33 36 12 10
internal_value=1.84836e-06 -0.000302647 -0.000149309 -0.00112103 -0.00892832 -0.000557601 -0.078587 0.000126747 0.00630692 0.0448017 0.00167356 -0.0732768 -0.0370294 -0.000426493 7.93006e-05 -0.000821447 0.00430098 -0.000111723 0.00311338 0.000262874 0.000159499 -0.0141496 -0.0345506 -0.0586129 0.0222986 -0.0444111 -0.0803242 0.000189999 0.0031885 0.0784596
internal_weight=44.3266 20.4597 19.9116 8.7699 0.590301 8.1796 0.0682453 7.6119 0.62542 0.103388 0.04842 0.0275603 0.0119595 6.98648 6.42298 5.29354 1.12944 4.66557 1.105 23.8669 23.2898 0.0495371 0.0401239 0.0330804 0.00699861 0.00286754 0.0260818 23.2403 1.05122 0.00704352
internal_count=4034 2202 2168 650 219 431 60 397 107 65 51 50 43 290 227 162 65 85 48 1832 1786 205 193 117 74 65 43 1581 48 76
is_linear=0
shrinkage=0.1


Tree=641
num_leaves=31
num_cat=0
split_feature=4 1 2 0 0 0 0 4 2 3 0 0 2 0 2 1 1 2 1 0 0 3 3 3 4 4 2 0 4 4
split_gain=0.000286977 0.00113573 0.00297705 0.0206474 0.0226884 0.00230893 0.00212441 0.00276191 0.00142551 0.00129701 0.00125819 0.00304488 0.00289867 0.00191231 0.00230203 0.0018055 0.00536019 0.0082989 0.00159016 0.00125856 0.00115809 0.00354897 0.000881082 0.00400382 0.00162615 0.0253762 0.0237576 0.00568801 0.00351348 0.000983589
threshold=40.563919884450009 61.993156030000002 -0.095204999999999998 86.83719761350001 85.121961326250016 71.131225215400022 85.764502819450016 42.824128352900011 -0.037054999999999998 1.0000000180025095e-35 86.420486603250012 86.382848189450016 -0.058374999999999996 86.054856297550018 -0.076484999999999984 62.009286778800011 62.084563606450011 -0.091639999999999985 62.079186690200011 86.329079026800017 71.332859575200004 -0.52484999999999993 0.084565000000000015 0.082535000000000011 42.67709657435001 43.272784938550004 -0.020814999999999997 89.415428960600011 43.157831852650006 41.872294782850005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -4 8 -8 20 11 12 13 14 18 -12 17 -17 -3 -15 -7 -22 23 -18 29 26 27 -26 -29 -24
right_child=1 10 6 -5 -6 9 7 -9 -10 -11 15 -13 -14 19 -16 16 22 -19 -20 -21 21 -23 24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00031606311947595815 -0.079387732298286315 -0.0075177644807098891 0.0049225756804201336 -0.00091040610503016718 -0.10139967304444818 0.022366333292839487 -0.0062518882967543491 0.0025769851999062447 -0.0011006575615851754 0.045362915744486462 0.0052870836858946481 0.0084015667365387754 -0.0061473765395401274 0.0060254491918349442 0.0027818158395749872 0.0021846977304839708 5.9795404099430017e-05 -0.014977969438217525 0.00010814959705577935 0.00112815731730204 0.035549928151305268 -0.1001114205968604 -0.0014700814709036612 0.0086955630132865298 -0.10159283517358385 0.00077476122246965056 0.014936540174707847 -0.013743956952805045 -0.080202442187772158 0.00078551255135991262
leaf_weight=17.536481297954211 0.0027170815272724571 0.5618657423669331 0.57672334475699516 0.49718631914583966 0.045806624834767717 0.010785009286337299 1.0911841708148133 1.0325071121551443 1.0581806644768224 0.010363510479123761 0.55239778244868176 0.55946605392819027 0.5612030833624243 1.0779400970059214 1.0288683466130808 0.51776981772854924 5.6541919723432823 0.61804979069711474 0.53266119723188865 1.0225647201295942 0.0040952799284923441 0.0036444539577544796 3.2949672080667183 0.59320008839473182 0.047347983134386595 1.066349846181545 0.039997032989745329 0.015934373618713416 0.015885422559222206 4.678015854664249
leaf_count=1529 65 83 193 3 20 19 38 11 28 37 17 18 82 40 15 5 786 54 123 7 10 81 220 75 12 225 19 33 10 176
internal_value=1.61512e-06 -0.000204359 -0.00168651 -0.00839029 -0.0564306 0.00874449 -0.000661666 -0.00167383 -0.00371582 0.0170338 8.18636e-05 0.00142105 0.000604901 0.00150203 -0.000614226 -0.000336841 -0.000524648 -0.00715427 -0.00380655 0.00364136 0.00118526 -0.0283297 -3.587e-05 0.000879776 -0.00066047 -0.00411609 -0.047882 -0.0796191 -0.0469221 -0.000146649
internal_weight=44.3084 26.7719 4.33319 0.574598 0.077412 0.0316053 3.7586 3.18187 2.14936 0.0288883 22.4387 5.34457 4.7851 4.2239 2.1234 17.0941 16.5417 1.13582 1.09453 2.1005 0.0185247 0.00773973 15.4059 6.24739 9.1585 1.18551 0.119165 0.0791678 0.0318198 7.97298
internal_count=4034 2505 505 235 232 212 270 77 66 147 2000 368 350 268 221 1632 1615 59 206 47 110 91 1556 861 695 299 74 55 43 396
is_linear=0
shrinkage=0.1


Tree=642
num_leaves=31
num_cat=0
split_feature=3 3 3 2 3 3 0 1 2 0 2 1 2 3 2 4 2 4 4 1 4 3 3 2 3 3 2 4 3 4
split_gain=0.000296121 0.00149545 0.00139852 0.00130255 0.00207079 0.00229142 0.00306071 0.00820561 0.051338 0.0372338 0.0032039 0.00243821 0.0176601 0.00752475 0.00158913 0.00587644 0.00899404 0.00552478 0.00511143 0.0110577 0.00324628 0.00209332 0.00197939 0.00153298 0.00149921 0.00244235 0.00157397 0.00145022 0.00403061 0.00484991
threshold=0.091935000000000031 0.092260000000000023 0.092835000000000015 -0.093879999999999991 0.08481000000000001 0.085820000000000021 87.48511602295001 62.009286778800011 -0.020814999999999997 86.103248543850015 0.066710000000000019 71.104340634100012 -0.08786999999999999 0.088075000000000028 -0.11103999999999999 42.434124620650003 -0.15076499999999998 47.927946529500012 43.047778594550003 62.181348099150007 49.283271594150008 1.0000000180025095e-35 -0.55648999999999993 -0.083064999999999986 -0.25095999999999996 -0.23921499999999998 -0.23369999999999999 42.047301293400004 0.079430000000000014 43.308802343500005
decision_type=2 2 2 2 2 2 2 2 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 14 23 -6 7 -7 9 -9 11 12 -8 -14 15 -1 17 -17 -18 -20 21 22 -19 -5 -22 -26 -27 -25 -29 -30
right_child=1 2 -4 4 5 6 10 8 -10 -11 -12 -13 13 -15 -16 16 18 20 19 -21 24 -23 -24 27 25 26 -28 28 29 -31
leaf_value=-0.00071512751438617338 0.0039431300327413014 -0.0048498783016523135 0.000233167878018669 -0.0049908994125252258 -0.0083116591634984551 -0.00048657301244710142 -0.0021316508204895029 0.0070440279742212371 0.00085599140852832094 -0.10152675278876484 -0.0065556009978878565 4.997762789476564e-05 0.063039980664955003 0.018835239229090639 0.0028276817453273513 -0.067697809440572604 0.080313878771050784 0.050819087323038442 -0.10076079896175781 0.072899806828663455 -0.10009588198260198 0.071707596730560277 -0.02464270486086852 -0.00047452864824430176 0.10004820464851041 0.045128035129345698 -0.10011628035986452 -0.0001903931933475061 0.0133120740025725 -4.1415226580671511e-05
leaf_weight=4.6081738093512721 1.0596806775723262 0.55791749235198906 18.147349385157199 0.55931522666605715 0.55482363845608595 1.5708941126988167 0.51646892955221801 0.046642759167866754 0.52298760788950971 0.097858845780137926 0.55960538421850614 2.0951889986000807 0.061941368689531706 0.1017902093444718 2.6715578604946044 0.011343901562060121 0.029968421940059775 0.0063091177939895715 0.005740901211538584 0.010147659670956877 0.0028162034057445913 0.0086794945524495404 0.0077406676640237038 6.8409845081015979 0.0014562587020927305 0.0010894345195766294 0.0023674491998409673 2.5334001083310662 0.58238508583190174 0.5103083477573116
leaf_count=595 31 58 992 72 89 78 20 42 28 28 86 251 42 30 156 256 25 8 7 123 14 27 39 413 1 6 180 186 70 81
internal_value=5.69121e-07 0.000288592 8.15571e-05 -0.00023158 -0.000709205 -0.00218297 -0.00157286 -0.0044333 -0.0137217 -0.0664819 0.000347004 0.00173879 0.00694074 0.0355584 0.000880545 -0.000227222 0.0254215 -0.00812749 0.0560042 0.0101522 0.0140587 0.0330964 0.00924374 0.000109877 -0.0419247 -0.00858109 -0.0543426 0.00038244 0.0019992 0.00707574
internal_weight=44.2869 19.7649 18.7053 24.522 17.1546 6.1282 5.57338 2.23838 0.667489 0.144502 3.33499 2.77539 0.680201 0.163732 7.36739 4.69583 0.0876595 0.0418025 0.045857 0.0158886 0.0304586 0.0227293 0.0140498 11.0264 0.00772935 0.00491314 0.00345688 10.4671 3.62609 1.09269
internal_count=4034 1081 1050 2953 1516 694 605 176 98 70 429 343 92 72 1437 1281 686 531 155 130 275 74 47 822 201 187 186 750 337 151
is_linear=0
shrinkage=0.1


Tree=643
num_leaves=31
num_cat=0
split_feature=2 1 4 2 1 1 2 1 0 3 2 4 2 2 3 3 1 1 1 1 1 3 0 3 4 2 2 3 0 2
split_gain=0.000286317 0.000306901 0.00751958 0.00752567 0.00277535 0.00222449 0.000953778 0.000536625 0.0010803 0.00792123 0.011929 0.00310825 0.0006441 0.000616317 0.000356455 0.00294123 0.00324909 0.0263851 0.0059241 0.0112312 0.00371377 0.00118632 0.00223271 0.00313441 0.0377875 0.0164678 0.00605437 0.00333679 0.00728217 0.00233651
threshold=0.26941000000000009 81.320481529800006 39.184300550350009 -0.085584999999999994 83.740093847200015 87.030766598900016 -0.58559499999999998 80.677940036650014 100.15850764985002 0.089850000000000027 -0.0068649999999999996 41.741384785950011 0.20949500000000004 0.17076500000000003 0.082535000000000011 0.08481000000000001 72.187789260650007 71.658163008950012 64.184249406300026 68.34060567600001 66.351146659450009 0.081765000000000018 86.643628628100018 -0.24663499999999999 39.749124837650008 -0.092710000000000001 -0.068964999999999985 0.07745500000000001 86.329079026800017 -0.23375499999999999
decision_type=2 2 2 2 2 2 2 2 2 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 -5 -4 8 12 -10 11 -11 13 14 21 16 17 18 -16 20 -20 22 23 -1 -25 29 -27 28 -28 -26
right_child=-2 2 3 5 -6 -7 -8 -9 9 10 -12 -13 -14 -15 15 -17 -18 -19 19 -21 -22 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=-0.00065014916319096339 -0.0022894517349928449 0.00027261251484761196 0.099968114061980196 -0.10036390062057608 -0.10011406488223872 0.0065026475351884182 0.0053476704921491605 0.0016370548776832251 -0.00046486501939704779 -0.10060100333069595 0.011870660757755178 -0.034291463381797352 0.0034234286209608293 -0.0031482403033874107 0.071705290425452331 2.0582828637516165e-05 -0.00076991154661319391 -0.00041966566420959965 -0.07151918472250296 0.055259936118623669 0.020552384370314994 -0.0049644293926832499 0.00058510764247404832 0.0015305914864859316 0.076994214533630742 -0.10124276389781746 -0.077725347587894206 -0.10038092487684923 0.086693617188567204 -0.0032178843147751771
leaf_weight=1.5378230287240611 0.53962998087327818 0.50797639264512884 0.0035245947531166166 0.016471693527157827 0.0011606419400920446 0.0022090333112159124 0.0015267859721704623 2.0489838981698645 0.53943468596906896 0.02217513142247185 0.025504740969154227 0.010377173537563067 0.55531386600109911 0.61454915873431915 0.0644961785230318 27.792180789777241 0.50296573415779733 0.49933041238909937 0.01157421129209979 0.046404099681240041 0.007048983854474499 0.55307603680915995 7.7526983148099244 0.51642888622684946 0.0051342582094674452 0.061440345607294944 0.0057497710363249022 0.0048693351037911716 0.0050681656357483007 0.012407417996627146
leaf_count=200 166 268 5 72 274 189 81 49 153 36 25 26 48 50 34 1336 26 4 60 20 8 79 448 96 53 40 65 11 7 105
internal_value=-9.97144e-08 2.81523e-05 -0.00235706 -0.0560197 0.0393294 -0.0877267 0.071369 5.75771e-05 -2.10774e-05 -0.00424223 -0.0393394 -0.0794625 4.11221e-05 -5.84188e-06 4.31988e-05 0.000224082 0.00522107 0.0100127 0.0502311 0.0289322 -0.0366696 -0.000457234 -0.000205475 -0.00305767 -0.00911618 -0.0671952 -0.0870856 -0.031638 -0.000695636 0.0202593
internal_weight=44.2675 43.7279 0.532869 0.0248927 0.00621202 0.0186807 0.00505138 43.195 41.1461 0.597492 0.058057 0.0325523 40.5486 39.9932 39.3787 28.924 1.13182 0.628854 0.129523 0.0650273 0.0186232 10.4547 9.90162 2.14892 0.611098 0.0946693 0.0771276 0.0156873 0.0108179 0.0175417
internal_count=4034 3868 889 621 360 261 86 2979 2930 240 87 62 2690 2642 2592 1488 152 126 122 88 68 1104 1025 577 377 281 123 83 72 158
is_linear=0
shrinkage=0.1


Tree=644
num_leaves=31
num_cat=0
split_feature=4 4 4 1 3 0 1 1 1 3 0 4 4 1 2 0 1 2 4 4 1 1 1 0 1 1 0 3 0 0
split_gain=0.000326616 0.00158941 0.007649 0.00652078 0.0153051 0.0112073 0.00987818 0.0043227 0.0067676 0.00341965 0.00201364 0.00591795 0.00090391 0.00124893 0.00101634 0.000553761 0.00113316 0.000538664 0.00335699 0.00511869 0.0240164 0.0174092 0.0164359 0.000410403 0.00129052 0.000294545 0.000919774 0.0127281 0.0182897 0.0230702
threshold=37.038444968100009 35.879804895950009 36.957836847500012 65.536543845950021 0.09062000000000002 93.399723909900004 69.999384342500022 67.192634054300015 70.171445662850019 -0.09053499999999999 90.111739616350022 36.491284729650012 37.784765830350004 75.951630643300021 0.22598000000000004 96.682331287150021 81.94689227420001 0.13006000000000004 38.121007182500009 41.827117825850003 62.837331883000012 62.272755675600003 76.599549052750021 96.851704149400021 65.611820673600008 80.677940036650014 97.878695155250014 0.089850000000000027 99.239054969250006 100.15850764985002
decision_type=2 2 2 2 2 2 2 2 2 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 10 5 -5 -7 -6 -9 -8 11 -3 13 -2 17 -10 -17 25 -19 21 -21 -20 -23 24 -1 26 -14 -28 -29 -30
right_child=12 2 -4 4 7 6 9 8 15 -11 -12 -13 14 -15 -16 16 -18 18 19 20 -22 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.0016027167135519594 0.0060547083682701945 0.069047519626650386 -0.10049705896832883 -0.10041060909803755 0.10009608968909239 0.10010140672511299 0.029684107654877025 0.10007835269634331 -0.1001895421008665 -0.10022768644795187 -0.10089075981298193 -0.10039885451807964 2.0509324487066011e-05 -0.00070601218013463399 -0.0042542747164254968 -0.1000361697667152 0.043154104697605791 -0.00059094021701079939 0.095247020393347953 -0.10110823941686423 0.04780088484094254 -0.057707297545580627 0.052235257823919357 0.00078076913110935607 -0.0052539410612046991 0.0011603033809454149 0.00035493315996760029 -0.10048072254603113 0.050725326798820983 -0.06703411056291729
leaf_weight=0.52229392658016338 0.58435852470062966 0.0035805472115981729 0.0092520406282341483 0.014333028296955597 0.016245859791524708 0.0080307468888349831 0.0031704017706051246 0.0047277703415602446 0.0025701979933501207 0.0056143615423737137 0.0070535308914259085 0.0048571389590961189 36.502986377428002 0.51323151734792793 0.55770878825753456 0.0011627135412197731 0.0010533632782023794 0.54313165385974826 0.028652566217715503 0.017605171730640023 0.028147699080278699 0.026387480760604376 0.028053984306879443 1.0235392472080813 0.57857795278191304 2.0617645063840575 1.0525114492804579 0.031241031398835051 0.033514370292820672 0.033034765421916745
leaf_count=149 70 36 15 9 6 4 14 2 13 40 3 10 2009 54 146 20 22 4 19 19 35 27 18 224 60 698 176 42 34 56
internal_value=-8.61343e-07 -0.00118692 -0.0148782 -0.00393691 0.0117211 -0.03544 0.019939 0.0687476 0.0152179 -0.0533428 -0.061458 -0.028494 6.13738e-05 0.00289341 -1.45434e-05 -0.0686052 -0.0319738 4.40035e-05 0.00285162 0.0173631 -0.00949761 0.0321531 -0.0010533 -0.00066069 -0.00200089 -3.50132e-06 -6.72273e-05 -0.00285141 -0.0373611 -0.00773006
internal_weight=44.2484 2.20606 0.0816517 0.0723997 0.0569084 0.0311485 0.0168155 0.0257599 0.00951405 0.00878476 0.0154912 0.00843769 42.0423 1.09759 40.9447 0.00478627 0.00221608 40.387 0.671979 0.128847 0.0457529 0.083094 0.0544415 2.12441 1.10087 39.7151 37.6533 1.1503 0.0977902 0.0665491
internal_count=4034 627 194 179 130 67 58 63 57 54 49 46 3407 124 3283 55 42 3137 122 118 54 64 45 433 209 3015 2317 308 132 90
is_linear=0
shrinkage=0.1


Tree=645
num_leaves=31
num_cat=0
split_feature=1 1 1 3 3 1 2 3 3 0 2 1 1 1 2 1 1 1 2 2 1 0 2 0 2 0 0 2 0 0
split_gain=0.000299617 0.0015561 0.00156495 0.00142287 0.00172834 0.0032861 0.00278203 0.00120216 0.00207784 0.0042778 0.00305435 0.036427 0.00153331 0.00201173 0.00301649 0.0012964 0.00187873 0.00118766 0.00110376 0.000881114 0.000835898 0.00423153 0.00736227 0.00582927 0.00273012 0.00132817 0.00118745 0.0014721 0.0011217 0.00060012
threshold=62.052302108850007 62.068432857650002 62.079186690200011 0.41214500000000009 0.10507500000000002 61.966271448700006 -0.092710000000000001 0.091935000000000031 0.087795000000000026 86.135510041400025 -0.071864999999999998 61.987779113750001 61.87486387225001 62.030794443850006 -0.0034049999999999996 62.030794443850006 62.009286778800011 62.084563606450011 0.0023400000000000005 -0.083954999999999988 61.977025281250008 86.756543869550015 -0.092710000000000001 85.963448721100022 -0.093879999999999991 71.131225215400022 79.532656873050016 -0.23349 76.451683855550016 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=3 -2 -3 4 7 18 -7 8 10 19 15 -12 -9 14 -14 16 20 -4 -6 -10 21 22 23 24 25 -1 27 28 -27 -19
right_child=1 2 17 -5 5 6 -8 12 9 -11 11 -13 13 -15 -16 -17 -18 29 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.075961951190241517 -0.0039080258100903853 0.0037655773609149342 -0.0047772823059140735 0.0054132124061273927 0.0018564002352677925 -0.00088456238780474066 -0.011022195690711004 -8.7512456661508099e-05 0.0016769690709715589 -0.010200987396141519 -0.001181563072128927 0.075632840913813268 0.010641155206095439 0.0012821087856125159 0.00066277797360669833 0.0043083399458783865 -0.0063377715544039289 -0.0031327044020857185 -0.0023794285817820911 -0.0034204801811672843 0.0021539932568998528 3.6120832179684686e-05 -0.10043510354706529 -0.10024588467757392 0.10009804551791855 -0.034496020327570563 -0.041465469672144817 0.048119957340945464 0.026111064564755166 -2.1242650269153507e-05
leaf_weight=0.0021770181462703866 1.0836722332216506 1.0372770201138362 0.55347084855884787 0.53703480341664622 1.6018274595914492 0.50536516613738058 0.58296941744265474 2.4374095114788616 1.0301529382025798 0.56151279408368271 0.53164515490537878 0.069846660269831773 0.71269867011506016 2.0198951177226263 0.52696170609169712 0.52236082885065105 0.54138697610774666 0.63523565551096339 0.99873130301011759 0.50549374670451652 1.0374047740525725 0.50032763481431175 0.011603402272897134 0.0058437362895347169 0.0029591384809464208 0.0065873542656128235 0.0044340314927069349 0.0082997240223613468 0.0056927226937659725 25.647287478700896
leaf_count=99 36 11 30 18 48 5 37 59 53 21 171 33 54 13 14 18 31 264 8 29 77 3 21 5 1 47 26 84 11 2707
internal_value=-1.20107e-06 -0.000190213 -4.56696e-05 0.000357213 0.000172923 -0.00170116 -0.00631481 0.000798862 -0.000277956 -0.00273202 0.00130532 0.00773831 0.00180967 0.00322833 0.00639949 -0.00015533 -0.00125169 -0.000192984 0.000229652 -9.74656e-07 0.000485197 -0.00267439 -0.0311665 -0.00883622 0.008881 -0.00104601 0.00547412 0.0155875 -0.00640016 -9.64452e-05
internal_weight=44.2276 28.9569 27.8733 15.2706 14.7336 3.68889 1.08833 11.0447 5.34773 2.09716 3.25057 0.601492 5.69697 3.25956 1.23966 2.64908 2.12672 26.836 2.60056 1.53565 1.58533 0.547925 0.0475971 0.0359937 0.03015 0.0271909 0.0250138 0.0205798 0.0122801 26.2825
internal_count=4034 3048 3012 986 968 98 42 870 730 103 627 204 140 81 68 423 405 3001 56 82 374 297 294 273 268 267 168 142 58 2971
is_linear=0
shrinkage=0.1


Tree=646
num_leaves=31
num_cat=0
split_feature=1 3 3 3 2 1 2 4 4 1 4 0 2 4 3 4 4 3 3 3 0 0 4 1 0 1 4 4 2 4
split_gain=0.000277006 0.00189981 0.00522986 0.0107682 0.00241758 0.00602554 0.00450712 0.00205577 0.00236432 0.00147457 0.00140091 0.00132163 0.00131542 0.00274543 0.00184528 0.00199281 0.0016408 0.00277027 0.000745843 0.000674486 0.00051625 0.000894934 0.00234191 0.000970519 0.000545123 0.00207498 0.00673074 0.00193258 0.000815167 0.000683331
threshold=61.923256118600001 0.097450000000000023 0.089305000000000023 0.083155000000000021 -0.06828999999999999 61.622148808000013 -0.10623499999999998 38.969453495950006 40.583589072600013 61.93400995115001 41.646178195200001 71.131225215400022 -0.23349 48.96897326980001 -0.15572 37.999598532650005 48.86568841230001 -0.23921499999999998 0.087125000000000022 0.09062000000000002 85.57631075030001 85.812895065800021 41.385032804600009 61.987779113750001 85.963448721100022 62.041548276350007 42.047301293400004 42.899217095850013 -1.0000000180025095e-35 41.218101594450012
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 11 -3 -9 -2 -6 -1 13 16 -14 -16 17 -13 -5 -4 -11 22 -22 -23 28 26 -26 -28 -25 -27
right_child=9 7 19 18 5 -7 -8 8 -10 20 -12 12 14 -15 15 -17 -18 -19 -20 -21 21 23 -24 24 25 29 27 -29 -30 -31
leaf_value=-0.072404270936356041 -0.0053456402106304294 -5.0307907340462466e-05 0.0021996003831086519 -0.064859832063459438 -0.10015542486421339 0.10005003447096519 -0.10024051525798071 0.010147499542804046 0.00095613736263917685 -0.0031366574228058534 0.038857988359929541 -0.10008007840518998 0.073961857675516593 -0.070466092015478543 0.069248029039248427 -0.077792300539332324 0.076149448398473013 0.058762560775335718 -0.10090775737896299 -0.0022468735992353188 -1.2810649500891588e-05 -0.0024705616781719678 0.0073531084180129859 -0.0028110930195222057 0.011578357568696122 0.00030885579574558094 -0.0030303165310061378 0.0030540422669125006 0.00083755969027122308 -0.00065634371647778854
leaf_weight=0.0020476763751661039 0.52507450618432372 1.4183278610871641 0.51144315388447115 0.010569567912511957 0.0025737557315343995 0.0066070021857740358 0.0049384902408746703 0.57587052118833504 0.54446234457545728 0.52153062258686489 0.001009182524204455 0.0020474603387157083 0.0059398776548107435 0.0046857335164531841 0.0015999968095219731 0.0021741965466333113 0.0035875543835572898 0.0023676087609212334 0.012560474454602399 1.0245503427521052 1.5768307899561471 1.6308696651267371 0.59432255979066884 1.5592953116574793 0.65876163479697725 17.044365734622762 1.0533437472186054 1.0349981510662472 1.0082623786583997 12.876101649164122
leaf_count=98 16 31 22 33 27 8 9 22 30 289 99 33 15 18 29 22 5 13 13 61 21 44 94 42 46 1349 30 23 8 1484
internal_value=-7.04869e-07 0.000778322 -0.00192198 -0.0302289 0.00144977 0.0434222 -0.0131034 0.00247882 0.00568066 -8.11144e-05 -0.0610004 0.00449677 0.0115258 -0.00967645 0.0392199 -0.0154574 0.0259174 -0.0148997 -0.0844352 -0.000766321 -1.12367e-05 3.05184e-05 0.00200351 -8.56769e-05 2.47083e-05 0.000134979 0.00276522 -1.4862e-05 -0.00137829 -0.000106512
internal_weight=44.2211 4.13736 1.5987 0.0627086 0.0395785 0.0101899 0.0293886 2.53866 1.12033 40.0838 0.00358294 0.0244501 0.0224024 0.0126884 0.00971407 0.00377419 0.00800262 0.00441507 0.02313 1.53599 39.5587 39.0372 2.17115 36.866 35.2351 32.6676 2.7471 2.08834 2.56756 29.9205
internal_count=4034 588 505 422 376 134 242 83 52 3446 126 233 135 69 66 51 51 46 46 83 3430 3141 115 3026 2982 2932 99 53 50 2833
is_linear=0
shrinkage=0.1


Tree=647
num_leaves=31
num_cat=0
split_feature=4 4 4 1 3 0 1 1 1 3 0 4 4 4 3 1 2 2 4 3 3 4 1 4 0 4 3 1 2 0
split_gain=0.000281864 0.00143718 0.00692834 0.00580204 0.0137825 0.0101519 0.00887983 0.0039515 0.00609098 0.00313932 0.00188063 0.00534826 0.000737711 0.00269915 0.00175191 0.00397768 0.0034171 0.00150552 0.00668172 0.0231919 0.0102567 0.0022085 0.0287622 0.00719551 0.00672534 0.00147672 0.00255148 0.00138349 0.00283389 0.000901403
threshold=37.038444968100009 35.879804895950009 36.957836847500012 65.536543845950021 0.09062000000000002 93.399723909900004 69.999384342500022 67.192634054300015 70.171445662850019 -0.09053499999999999 90.111739616350022 36.491284729650012 38.400997490450003 38.748048509250005 -0.27628999999999998 61.93938686740001 -0.23349 0.086310000000000026 41.257403903850005 0.13041500000000003 0.082455000000000014 40.844669808050007 62.272755675600003 39.952536079750011 97.225399829550014 39.664548207900005 0.090735000000000024 74.257902021100008 0.15607500000000005 91.066142252700018
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -7 -6 -9 -8 11 -3 29 -14 15 16 -15 25 21 20 -20 22 -19 -24 -25 26 -16 -22 -29 -2
right_child=12 2 -4 4 7 6 9 8 -10 -11 -12 -13 13 14 17 -17 -18 18 19 -21 27 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00062587085748231014 0.0033333968837544318 0.066838296441079095 -0.10044987421298918 -0.10037156819867608 0.10008691156931307 0.10009172568332417 0.026926907500702375 0.10007087365895569 -0.067385430204403213 -0.10020606942700057 -0.10080569396135386 -0.10036101125016222 -0.0069729529715922157 -0.034391815680061215 -5.0310757157272207e-05 -0.1002381854695773 0.091535686889301526 0.086103352632361047 0.070195176629722522 0.055342990525311789 -0.1007171234927746 0.00084948722762969949 -0.09040568549106448 0.021533577623924844 -0.072652020630026473 -3.8006034612597277e-07 0.0078462946064966118 -0.10015125079589185 0.029878690807600868 -7.7727889043530902e-05
leaf_weight=2.1244791328067816 1.4734495432649122 0.0033872672368246703 0.0083746237020845271 0.012977565636689725 0.014696917845867574 0.0072650996153242895 0.0031436610745441138 0.004276937572285533 0.0044137005824760323 0.005082583149486202 0.0063892327016219497 0.004395957607755463 0.556928476580281 0.0070067912045178029 1.0617718343710496 0.005678656529962244 0.0031118570909381424 0.020041111587491556 0.0043325951872432702 0.019445422418357339 0.032310365833710719 0.53729377243923793 0.02715046042942415 0.017281765164511853 0.013506469641919594 35.930039419325382 0.66573258150764036 0.0045501580915026088 0.0026535433361076777 1.63352736477303
leaf_count=433 79 36 15 9 6 4 14 2 55 40 3 10 62 35 94 34 47 17 61 10 57 24 64 17 38 2434 91 41 15 187
internal_value=-6.31915e-07 -0.00110431 -0.0147654 -0.00389779 0.0115991 -0.0351281 0.0195283 0.0684786 0.0150251 -0.0516222 -0.0606003 -0.0275957 5.71286e-05 -6.12795e-05 3.90886e-05 -0.0332556 0.00433553 5.28084e-05 -0.0046156 -0.0355547 -0.0758667 -0.00143295 -0.0171594 -0.0528781 -0.0197846 0.00013693 0.00299282 -0.0918819 -0.0522536 0.00153996
internal_weight=44.2147 2.19888 0.0744035 0.0660289 0.0518565 0.0284689 0.0154913 0.0233876 0.00869064 0.00822624 0.0141725 0.00778322 42.0158 38.9088 38.3519 0.0157973 0.0101186 38.3361 0.678566 0.0632921 0.0438467 0.615274 0.0779798 0.0579387 0.0307882 37.6575 1.7275 0.0395141 0.0072037 3.10698
internal_count=4034 627 194 179 130 67 58 63 57 54 49 46 3407 3141 3079 116 82 2963 344 184 174 160 136 119 55 2619 185 113 56 266
is_linear=0
shrinkage=0.1


Tree=648
num_leaves=31
num_cat=0
split_feature=0 0 4 4 1 3 2 2 3 3 4 1 4 1 2 2 3 2 2 4 3 4 0 4 2 1 1 1 3 3
split_gain=0.000279758 0.00117787 0.00275403 0.00447383 0.00139995 0.00284095 0.000284519 0.00140683 0.00211634 0.0108454 0.00926433 0.00761141 0.0057861 0.0116567 0.00118036 0.00105693 0.00194593 0.00215364 0.00189903 0.00162464 0.0166572 0.0158777 0.00998155 0.00134185 0.00345301 0.0225148 0.0298011 0.00407597 0.00248694 0.00329432
threshold=102.89804648475001 103.33357670195001 40.80591513400001 40.890797847750008 82.457699319000014 0.089920000000000014 -0.037054999999999998 -0.033799999999999997 0.049900000000000007 -0.067029999999999992 41.770271989050009 70.077349628250019 40.280372415600006 63.530954080650012 -0.032369999999999996 -0.0034049999999999996 0.12201500000000003 0.04932000000000001 0.066710000000000019 42.865207177650007 0.12084500000000002 40.280372415600006 86.565663342300013 38.539340721750001 0.086310000000000026 76.830756451950009 62.041548276350007 61.93938686740001 0.08674500000000003 0.083950000000000011
decision_type=2 2 2 2 2 2 2 2 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 -1 -8 9 10 11 12 -9 -14 -10 19 17 -17 -19 20 21 -16 -23 -20 -25 26 27 -26 29 -28
right_child=1 2 3 4 5 -7 7 8 14 -11 -12 -13 13 -15 15 16 -18 18 23 -21 -22 22 -24 24 25 -27 28 -29 -30 -31
leaf_value=-0.00014751659676918438 -0.0015180487190670914 -0.10006238727916202 0.10003057867196828 -0.10007264221429923 0.06634657853448897 -0.10008832856703781 0.0053612631576694329 0.081050165910323213 -0.004418504725237484 -0.073145174411454711 -0.1003639035030794 -0.042168255606564002 0.093117636149309568 -0.10080285739786415 0.0064337715550520803 -0.0036790354029515252 0.0058309388416072656 0.0029897226050418888 0.0026283098099950395 -0.00049232907339133252 -0.00039580681333304247 0.019169729301779848 0.087791820482158195 -0.00020745453951476214 0.068226474246918092 -0.00025326821830929698 0.010841626801148429 -0.0060800739892239008 -0.1004953511563605 -0.1001763703852383
leaf_weight=29.860193482842611 0.49946068083588629 0.004081946538527695 0.002980933409295174 0.0028592597932711739 0.0022629246712017343 0.0018756787969544941 0.54911864898167451 0.021273451654451492 0.51134172240199127 0.023371452930763037 0.0067940493609963673 0.012427172566745526 0.006133229086344727 0.0062673058389464131 0.11753074191136414 1.5551959808315263 0.55337857892072939 2.0830500517076862 1.1272467271824522 1.0169201411217725 1.0074570240940373 0.033844175883132266 0.056722281500697136 4.4989539819216589 0.01423545080452937 0.54144884264675852 0.0050669184450669036 0.015333532908698544 0.053370644486925078 0.0056570727116038722
leaf_count=2198 27 433 11 58 385 46 14 20 9 20 117 28 34 6 37 109 30 32 66 21 14 23 50 21 36 68 20 5 71 25
internal_value=-1.15792e-06 -0.00232162 -0.0308657 -0.00255997 -0.0462613 -0.00908428 2.6121e-05 0.000401233 0.000196031 -0.0164141 0.00865214 0.0247181 0.0494021 -0.00489096 0.000292025 0.000481904 6.00657e-05 -0.000262522 0.000374237 0.00245704 0.00492446 0.0306813 0.0621481 -0.000495898 -0.00118186 -0.00808424 -0.0533533 0.0296935 -0.0916656 -0.0477221
internal_weight=44.1959 0.513521 0.0140607 0.0099788 0.00699786 0.0041386 43.6823 13.8221 13.273 0.0762667 0.0528952 0.0461012 0.033674 0.0124005 13.1968 12.6854 10.4529 9.89956 8.34436 2.23247 1.21555 0.208097 0.0905665 6.26131 5.13407 0.635112 0.0936636 0.029569 0.0640946 0.010724
internal_count=4034 960 933 500 489 431 3074 876 862 225 205 88 60 40 637 628 483 453 344 145 124 110 73 312 246 225 157 41 116 45
is_linear=0
shrinkage=0.1


Tree=649
num_leaves=31
num_cat=0
split_feature=4 4 4 1 3 0 1 1 1 1 0 4 4 1 2 0 3 2 0 2 2 4 0 3 3 2 4 4 4 0
split_gain=0.000287203 0.00128401 0.0062978 0.0052271 0.0123144 0.0094407 0.00762582 0.00364773 0.00537428 0.0034215 0.0017325 0.00468351 0.000657985 0.00111648 0.000700687 0.000609971 0.000513651 0.00151475 0.000445228 0.000440394 0.00163843 0.00108246 0.00112688 0.00188452 0.00477011 0.00131769 0.00130211 0.0011748 0.000964904 0.00340726
threshold=37.038444968100009 35.879804895950009 36.957836847500012 65.536543845950021 0.09062000000000002 93.399723909900004 69.999384342500022 67.192634054300015 70.171445662850019 71.365121072750014 90.111739616350022 36.491284729650012 37.784765830350004 75.951630643300021 0.22598000000000004 96.682331287150021 0.088555000000000023 -0.093879999999999991 92.313586825200005 -0.06483499999999999 -0.073609999999999995 42.141702038450013 85.963448721100022 0.096315000000000026 0.11002000000000002 0.051245000000000013 41.066313126200008 40.563919884450009 42.283941020600004 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 16 3 10 5 -5 -7 -6 -9 -8 11 -3 13 -2 19 -10 18 -18 -1 20 28 22 25 26 -25 -21 27 -24 -14 -30
right_child=12 2 -4 4 7 6 9 8 15 -11 -12 -13 14 -15 -16 -17 17 -19 -20 21 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0011821753640003094 0.0054775926765209208 0.061037221915318719 -0.10040845789294427 -0.10033853728061676 0.10007854186581136 0.10008283030920184 -0.10018315354464041 0.10006390028764155 -0.10016032391582373 0.037180187569739558 -0.10072847166327839 -0.10032647957613744 -0.00041063587660176759 -0.00092478510605435715 -0.0035375771462608607 -0.023951679355362562 0.0016119204881242675 -0.0058481129685398897 0.0029688324008378527 -0.0051818111754996449 -0.0052299757406916239 -0.000760196320227652 0.00079111868777747207 0.011110685133361499 0.0010074045742430513 0.00069677707280323912 0.0051422237822064476 -0.0028819685870223773 -0.018422402557845274 0.0016028355028058284
leaf_weight=0.51199732977334766 0.58125689671358149 0.0032829085548229664 0.0076043287803537743 0.011874705801497853 0.013286802102811635 0.0065130777365993708 0.0046964672437752597 0.003857720410451293 0.0021752234262351067 0.0029537899745565033 0.0057845763512887061 0.0039785436579222733 18.806843736988561 0.5125584563282507 0.55474360626454355 0.0020308100962944664 0.53275726125026279 0.55648542579260718 0.52165278591411768 0.59566026940114092 0.63854513168397176 5.1501239168525155 5.6856840299394698 0.65635369652864062 1.6224615003344505 1.0595461544512259 0.5864212070899838 1.0282378399330125 0.086631285489126131 4.4227139169842884
leaf_count=119 70 36 15 9 6 4 7 2 13 47 3 10 901 54 146 42 75 112 127 93 70 467 177 62 57 32 91 42 334 811
internal_value=-1.27826e-06 -0.00111746 -0.0146399 -0.00384784 0.011583 -0.0345774 0.0205575 0.0678779 0.0148202 -0.0471467 -0.0598991 -0.0273738 5.69644e-05 0.00247746 -7.77801e-06 -0.0633643 -0.000684066 -0.00219935 0.000912716 4.07637e-05 -0.000232497 0.000440282 0.000990612 0.00140693 0.00391739 -0.00141875 0.000623287 0.000228585 -9.56348e-05 0.00121812
internal_weight=44.1787 2.19093 0.068039 0.0604346 0.0473886 0.026038 0.0141633 0.0213506 0.00806375 0.00765026 0.013046 0.00726145 41.9878 1.09382 40.894 0.00420603 2.12289 1.08924 1.03365 40.3392 23.9547 16.3845 11.2344 9.57916 2.27882 1.65521 7.30034 6.71392 23.3162 4.50935
internal_count=4034 627 194 179 130 67 58 63 57 54 49 46 3407 124 3283 55 433 187 246 3137 2116 1021 554 429 119 125 310 219 2046 1145
is_linear=0
shrinkage=0.1


Tree=650
num_leaves=31
num_cat=0
split_feature=3 0 3 4 2 1 2 0 2 2 3 2 4 2 0 4 3 1 3 0 3 3 2 2 3 0 0 2 2 0
split_gain=0.000241192 0.00141702 0.0100197 0.0247413 0.0128836 0.00711195 0.00550575 0.0028481 0.00203983 0.00423119 0.00176441 0.0438944 0.0106374 0.00332139 0.00529279 0.00171554 0.000986017 0.000972405 0.000761256 0.000603191 0.000588766 0.00216014 0.0261835 0.0187689 0.0247833 0.0066002 0.00675602 0.00105785 0.00383899 0.000862987
threshold=0.079605000000000023 86.643628628100018 -0.24663499999999999 39.749124837650008 -0.092710000000000001 61.622148808000013 -0.071864999999999998 86.329079026800017 -0.23375499999999999 -0.093879999999999991 0.077080000000000023 0.066710000000000019 39.749124837650008 -0.078649999999999984 92.805574663100018 36.257608591500009 -0.14860999999999999 62.052302108850007 -0.24947 85.57631075030001 0.082535000000000011 0.084565000000000015 -0.010319999999999999 -0.081354999999999997 0.083365000000000022 90.407470010750018 89.415428960600011 -0.055334999999999995 -0.094519999999999993 86.89903215050002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 18 5 8 15 -6 -8 -5 16 17 12 -12 14 -14 -4 -10 -3 19 -1 27 22 23 24 -22 26 29 28 -2 -26
right_child=20 10 3 4 6 -7 7 -9 9 -11 11 -13 13 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00059185110059553658 0.0022267364213404222 0.0045066234386686608 0.02904048824212423 0.074952578889210628 -0.10123808430673822 0.098625311547612241 -0.078132344203309903 0.020809110505562112 -0.0042715181061117316 0.10008811001518247 -0.033085463355532467 -0.00062068855296291113 0.090495139592362731 0.099449163215319047 -0.1000610167212963 -0.10013362222650482 -0.085245383679190379 -3.8881988150630985e-05 0.0028928120794473574 -0.0042555869026884401 -0.092284220222581523 -0.00012240739061652146 -0.00099527954457721661 0.089520160235384547 -0.032334659641012842 0.069227191480096303 0.085542658886066714 -0.00027324365372124982 -0.0096627800770644218 -0.10033286065103855
leaf_weight=0.5143920733465317 0.52595781983306966 0.52342356382723654 0.0017260524086301068 0.0049419705342045326 0.043117130023460959 0.014785166021594742 0.0053175111340638681 0.0064242805092362687 0.0026141043053938837 0.0026596754323692231 0.0075593939226979564 0.99969165133973092 0.004155777616688029 0.059835752459602966 0.0022450243794777495 0.0025427332498111355 0.0035406399634894115 4.6664033004727496 0.51211533519835928 0.51242308922519442 0.017084767996131844 31.056416174587319 1.0036844299147694 0.057601018902472489 0.0031780818219431239 0.03612496428643025 0.0041883003141265363 3.0093487431370587 0.56150140836384388 0.0045222329208627343
leaf_count=175 138 9 21 51 30 42 69 9 5 1 31 16 7 108 211 29 92 569 7 19 39 2081 43 18 61 34 2 73 40 4
internal_value=-1.1383e-06 0.000499951 -0.00212979 -0.0350129 -0.0630072 0.0657976 -0.084706 -0.0239986 0.0235255 -0.00530807 0.0011829 0.00487332 0.079299 0.0921252 0.0236593 -0.047903 -0.0508534 0.000419558 -0.000256518 -0.00182722 -0.000110113 3.36184e-05 0.00433553 0.0479417 0.0111518 0.0479576 -0.0166725 -0.0012392 -0.00391233 -0.0722686
internal_weight=44.1695 7.88991 1.6266 0.0876693 0.0686153 0.019054 0.0548589 0.0117418 0.0137564 0.00881442 6.26331 1.07349 0.0737959 0.0662366 0.0064008 0.00426879 0.00615474 5.18983 1.53893 1.02682 36.2796 32.1828 1.12638 0.122699 0.0650983 0.0480136 0.0118886 4.09681 1.08746 0.00770031
internal_count=4034 1501 550 349 257 92 108 78 149 98 951 373 357 326 218 50 97 578 201 194 2533 2282 201 158 140 101 67 251 178 65
is_linear=0
shrinkage=0.1


Tree=651
num_leaves=31
num_cat=0
split_feature=1 4 4 4 0 4 3 0 4 0 3 1 1 4 4 4 2 1 1 1 2 0 3 0 0 2 4 3 4 3
split_gain=0.000243705 0.00171554 0.00188676 0.00384719 0.0393564 0.00197253 0.00164269 0.00248426 0.00152347 0.00374657 0.00138966 0.00107865 0.000745191 0.00169393 0.0013061 0.00135542 0.00201357 0.00124541 0.00121162 0.000828899 0.0026751 0.00603579 0.0308871 0.017389 0.0118005 0.0109937 0.008167 0.00536233 0.00362443 0.00188114
threshold=61.993156030000002 40.467253020850002 42.686561923500008 41.436838994450007 85.764502819450016 41.319407281650008 0.093325000000000033 85.242941942100018 40.633548727200008 86.479632682150012 0.087555000000000022 61.93400995115001 62.052302108850007 40.340071172300007 41.919251152600005 42.899217095850013 -0.097294999999999993 62.068432857650002 62.079186690200011 62.084563606450011 -0.59502499999999992 86.329079026800017 0.08674500000000003 86.054856297550018 85.995710218650018 -0.011675 41.942745071500006 0.097450000000000023 47.927946529500012 0.091645000000000018
decision_type=2 2 2 2 2 2 2 2 2 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 5 -5 8 11 -8 -3 -10 -4 -1 13 -2 -15 16 -16 -14 -19 -20 27 22 24 25 28 26 -24 29 -22 -21
right_child=12 2 10 4 -6 -7 7 -9 9 -11 -12 -13 17 14 15 -17 -18 18 19 20 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0052815546542779312 -0.0041326567279037279 -0.00070041677996915603 -0.0015338154958477049 0.0013733568221771107 -0.064139049426003333 0.0024440471768074333 -0.00012224772960759786 0.0062181121969518615 -0.011362173354986072 0.00057043585138928166 0.0056701343236272572 0.0011574168130525824 -0.003423690361801754 0.0027382042979116816 0.0016912390579633171 0.0021925486875917274 -0.0070089807740865862 0.0033896716136296943 -0.0039191315335221398 -0.0559980107442202 -0.077604241110129757 3.0982241006347721e-05 0.026844511380069935 -0.10094624343390178 0.10012801799416589 0.076272066952788653 -0.10013559659462963 0.047754466360056098 0.10002340173488444 0.0043166942431149312
leaf_weight=0.52869808562653398 0.56439598208886366 1.4967026048313989 0.52507311052234029 0.5483974973363156 0.11011209162643354 1.0239597654375527 1.4344739083790048 1.085691192129161 0.55089230489841134 0.50371909164823592 0.54644673541664801 0.51222420469253827 1.0838681815010343 3.6961876932691666 0.50572540845132596 1.0363266440945151 0.5612190354054295 1.0344195174095627 0.55597455844940924 0.0074237143796896934 0.0061886063965217444 26.087601483023001 0.0087881575692669855 0.041977913184382487 0.021744007477536798 0.011293560653269252 0.011956206248925128 0.033101505694880018 0.0014105605660006404 0.017040695078222257
leaf_count=161 24 20 207 92 34 13 52 22 101 6 38 36 36 59 4 55 62 11 30 85 127 2578 25 15 24 22 33 36 2 24
internal_value=-2.60996e-07 -0.000468949 -0.00160858 -0.0025573 -0.00958124 -0.0012636 0.00122887 0.00260919 -0.00275164 -0.00566274 0.00214001 -0.00211302 0.000117505 0.00109719 0.00160616 -0.000383248 -0.00288513 -9.80551e-05 3.14237e-05 -9.81753e-05 -1.7243e-05 -6.45717e-05 -0.0241822 -0.0586017 0.0626385 -0.00311958 -0.0463417 0.021516 -0.0446329 -0.0139858
internal_weight=44.153 8.86639 5.3053 4.23378 0.65851 3.57527 3.56109 2.52017 2.55131 1.05461 1.07152 1.04092 35.2866 6.36385 5.79946 2.10327 1.06694 28.9228 27.8389 26.8045 26.2485 26.191 0.103359 0.0740158 0.0293432 0.0320379 0.0207444 0.0575659 0.00759917 0.0244644
internal_count=4034 782 511 266 126 140 271 74 127 107 245 197 3252 204 180 121 66 3048 3012 3001 2971 2826 248 95 153 80 58 145 129 109
is_linear=0
shrinkage=0.1


Tree=652
num_leaves=31
num_cat=0
split_feature=1 0 2 2 2 2 4 3 0 1 0 1 0 1 0 1 2 4 4 2 2 2 4 0 4 0 1 4 4 4
split_gain=0.000246197 0.00733974 0.0103234 0.0195405 0.0172819 0.00653908 0.00634586 0.00494196 0.00445174 0.00247332 0.0341348 0.0166686 0.0126565 0.0113662 0.00656697 0.00376743 0.0215374 0.00718272 0.00577955 0.00395179 0.00297182 0.00449278 0.000964766 0.00461254 0.00140121 0.000886936 0.000785336 0.00152528 0.00153156 0.00316544
threshold=66.590419433100024 93.399723909900004 0.12427500000000002 -0.102645 -0.122095 -0.13734499999999997 40.040005255000004 0.08572500000000001 92.313586825200005 62.837331883000012 90.407470010750018 65.687097501250022 90.767723400200012 63.705703859100005 89.415428960600011 65.29995953045001 -0.08786999999999999 38.244973486750006 38.539340721750001 -0.18231499999999998 -0.62218499999999988 -0.5656199999999999 39.664548207900005 85.812895065800021 40.137820134150012 86.420486603250012 61.993156030000002 40.467253020850002 42.686561923500008 41.436838994450007
decision_type=2 2 2 2 2 2 2 2 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 5 7 -5 -2 -4 22 11 13 -12 14 -11 16 17 -15 -19 20 -20 -22 23 -1 -24 -23 27 -26 29 -29
right_child=1 -3 8 6 -6 -7 -8 -9 -10 10 12 -13 -14 15 -16 -17 -18 18 19 -21 21 25 24 -25 26 -27 -28 28 -30 -31
leaf_value=-0.00088758822579541831 -0.070013223303251063 -9.4228532410713193e-05 -0.0069247655751091333 -0.042510958518568287 0.082321689412645116 -0.10037538808331103 -0.10055502895507284 0.032727786308247575 0.065488833662633375 0.0087378953166706349 0.097866794360406031 -0.051585148269807604 0.024630218490473341 0.078117670271346987 0.074798196299388539 0.0012661109399884438 -0.10005964207023031 -0.10069143426365293 -0.10017904613715099 0.10005385129645267 0.10004331838260563 0.010285527831938909 -0.0026667708497039649 0.0096389487419935929 0.0040646808878960885 -0.10012501361320313 0.00041523356694803847 -0.0011359677347658101 0.0019293616193474649 -0.0087021868856435643
leaf_weight=1.4656845605338262 0.0071156746443499222 16.33996359710093 0.017700816202491865 0.047549235818569957 0.021437769930344075 0.01013330789282918 0.031190826400115057 0.013687574077454023 0.016314287057412002 0.028050622200681219 0.048385660569692845 0.061427045555319637 0.046059479955147253 0.014544280127551046 0.032464007344970014 0.5539065747730092 0.023168249714724976 0.0055831631179898969 0.0029058812469883871 0.0042541171039829776 0.0034710905747487725 0.0010919876042408266 2.0409143896167121 0.5813808143720961 0.55378950498095747 0.0021801284165121615 16.855967060550867 3.5774145898194547 1.0699749645322869 0.65402567029098246
leaf_count=226 40 2153 40 22 10 6 60 21 12 22 31 28 23 33 25 42 56 2 5 5 3 66 31 31 22 3 505 140 245 126
internal_value=-6.42937e-07 -0.00030622 -0.0212833 -0.0340186 0.0133163 -0.0345016 -0.0655036 -0.0024144 0.0278062 0.000181919 0.00556653 -0.00172369 0.0621504 0.00283669 0.044177 -0.00125702 -0.0256907 0.0249401 -0.0147508 0.0197608 -0.0156391 0.0207921 1.56555e-05 0.00210202 -0.000156893 -0.0632782 6.86547e-05 -0.000929077 -0.00145073 -0.00230543
internal_weight=44.1317 16.5051 0.165129 0.131114 0.0523743 0.0309366 0.0787401 0.0208032 0.0340151 27.6266 0.827492 0.733047 0.0944451 0.67162 0.0605146 0.611105 0.0571989 0.0340306 0.0194864 0.0139032 0.00964909 0.00674321 26.7992 2.04707 24.7521 0.00327212 22.7112 5.8552 5.30142 4.23144
internal_count=4034 2364 211 159 77 67 82 61 52 1670 344 290 54 262 47 215 173 117 84 82 77 72 1326 257 1069 69 1038 533 511 266
is_linear=0
shrinkage=0.1


Tree=653
num_leaves=31
num_cat=0
split_feature=4 4 2 1 1 2 4 2 3 4 3 2 1 0 2 3 0 3 0 4 0 1 2 4 0 3 2 2 3 0
split_gain=0.000245838 0.000607574 0.00651752 0.00840308 0.00635748 0.00412393 0.00826205 0.00252416 0.00367188 0.000507607 0.00132208 0.000587361 0.000432306 0.0117549 0.0108347 0.00853404 0.00647843 0.00269146 0.00413088 0.00249866 0.000977357 0.00289149 0.00123483 0.00080622 0.00260295 0.00064841 0.00758279 0.0168867 0.00673112 0.00554388
threshold=37.038444968100009 35.419594101850009 -0.041369999999999997 65.611820673600008 65.536543845950021 -0.10051499999999999 36.491284729650012 -0.094519999999999993 0.094175000000000023 37.784765830350004 0.093905000000000016 0.22598000000000004 76.279622535200005 100.27142289135001 -0.14654999999999999 0.087245000000000031 98.911063077300014 0.085235000000000019 97.752337623100019 40.523311941050004 96.959242474650011 74.916574263050009 -0.080019999999999994 41.481306584950012 99.744485097750015 0.091935000000000031 0.061925000000000015 -0.078504999999999991 0.088075000000000028 101.55650587770002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 8 -5 10 -2 12 20 14 23 16 17 18 -16 -17 -11 -22 -23 -14 -25 26 27 28 29 -15
right_child=9 2 -4 7 -6 -7 -8 -9 -10 11 -12 -13 13 25 15 19 -18 -19 -20 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-2.4759345070053774e-05 -0.0013408650379648846 0.086106699218569921 -0.00061635182221071521 -0.10012690359213279 0.074098548249570587 -0.10064239442169864 -0.10026949718459184 -0.10039990241881745 0.040889124111565797 0.00010874319914645913 0.0056246261521128863 -0.0032333036498919179 -0.086810375196815517 -0.10034435045090968 -0.10009660246386139 0.098275949579853569 -0.10019488144838691 0.098037695479384415 0.080747200017358994 0.053159363299059292 -0.0082346248098401631 0.0014406275916720604 -0.0029842923283683906 -0.10009046265985964 0.10001524327069414 -0.0029393879164086385 -0.00014867696354147668 0.070893183643001303 -0.10035302534634877 0.040485192024194538
leaf_weight=1.5981226295882125 0.53861859679029234 0.005515682218245388 0.53743968299659173 0.0037470068763957023 0.0083158565685153008 0.005838113325808165 0.0041818548716694437 0.017403137709232158 0.0036405620739693167 34.403177315881265 0.55150624882642751 0.55537629417744838 0.0057086713859462179 0.0036473183638971217 0.0025505297954045991 0.023908228447211854 0.0053040324877855491 0.0041650655384728452 0.0025023040925589157 0.025228776240737716 0.56154909213877724 1.576728051374735 1.0510679382408623 0.0016367343386036737 0.0010783194811665453 0.53421016295202362 2.0133508900963939 0.043903117160614347 0.0091706690125050727 0.011965893261865115
leaf_count=387 87 43 58 51 6 4 12 40 26 1937 37 146 16 12 38 21 10 10 5 19 98 64 31 48 3 125 57 195 46 402
internal_value=-4.63762e-07 -0.00103477 -0.00378887 -0.0388415 0.00353252 -0.0342398 0.00573596 -0.0796101 -0.0306348 5.34198e-05 0.00218305 -3.43087e-06 4.11013e-05 0.00126616 0.0411036 0.0552067 -0.0121436 0.0385216 -0.0105377 0.0751114 -4.65053e-05 -0.00172116 -0.000329255 -0.0654752 -0.0206158 0.000168559 0.000965997 0.0336393 -0.0323537 0.00758676
internal_weight=44.1106 2.1842 0.586082 0.0486422 0.0238515 0.0155357 0.00969754 0.0247907 0.00738757 41.9264 1.09012 40.8362 40.2809 2.68833 0.0720827 0.0636589 0.0145219 0.0092179 0.00505283 0.049137 37.5925 3.18935 2.6278 0.00842373 0.00271505 2.61625 2.08204 0.068687 0.0247839 0.0156132
internal_count=4034 627 240 182 65 59 55 117 77 3407 124 3283 3137 1007 170 103 63 53 43 40 2130 193 95 67 51 837 712 655 460 414
is_linear=0
shrinkage=0.1


Tree=654
num_leaves=31
num_cat=0
split_feature=2 1 4 2 1 1 2 1 0 3 2 2 2 4 2 2 0 2 0 3 3 1 4 1 4 3 3 2 3 0
split_gain=0.000308578 0.00031347 0.00719315 0.00667259 0.00253682 0.00177747 0.000882577 0.00059699 0.000711713 0.00427823 0.010247 0.00289323 0.00101115 0.000439393 0.000396194 0.000420984 0.000350194 0.00236081 0.013736 0.00433818 0.0032622 0.00403056 0.0026597 0.0023517 0.00176772 0.00108343 0.00345563 0.00165493 0.00100211 0.000985278
threshold=0.26941000000000009 81.320481529800006 39.184300550350009 -0.085584999999999994 83.740093847200015 87.030766598900016 -0.58559499999999998 80.677940036650014 100.15850764985002 0.089505000000000015 -0.016679999999999997 -0.075639999999999999 -0.15352999999999997 42.558389508100007 0.20949500000000004 0.17076500000000003 85.57631075030001 -0.075639999999999999 83.941728207000011 0.10335500000000002 0.090735000000000024 61.778079379550007 39.458743938000005 55.782817748650011 40.00488309970001 -0.52484999999999993 -0.25095999999999996 -0.23375499999999999 -0.14860999999999999 85.764502819450016
decision_type=2 2 2 2 2 2 2 2 2 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 -5 -4 8 14 -10 11 12 -11 -9 15 16 17 18 19 22 21 -20 -1 -24 -25 -26 -27 -28 -29 -18
right_child=-2 2 3 5 -6 -7 -8 13 9 10 -12 -13 -14 -15 -16 -17 29 -19 20 -21 -22 -23 23 24 25 26 27 28 -30 -31
leaf_value=-0.059468365595540196 -0.0023855275592437391 7.5516181383894341e-05 0.099954110809530455 -0.10034820778291474 -0.10010941532636544 -0.0010965505446519097 0.0039316066369526623 0.0031581452572157437 -0.00058622943335053836 -0.014254137624426694 0.019162314824169999 -0.10056175002133189 -0.058596592434170439 0.00022896337008128568 0.0026972535029310849 -0.0026316005379083411 0.003983127492311612 -0.00061975110464023244 0.050073684518075617 0.076668837594642006 -0.099411647904510264 -0.10008389380715216 -0.077407254522225355 0.099152305005520636 0.051488614560458779 -0.10008525877971347 0.076101701116008752 0.028577637401047087 -0.048700380385661976 2.114018811344014e-05
leaf_weight=0.0062773888107071621 0.53582708197785578 0.50731064811819215 0.0031202216450765263 0.015056591319016488 0.0010808627795408678 0.0020500459346802771 0.0013808073253370979 1.0462269705415081 0.52886167841567377 0.0084256963116740025 0.025827020250972055 0.013321890530619385 0.013197424888630849 1.0031054523468959 0.54762176510773386 0.60368420366924525 0.63846017193885884 1.3935833565490767 0.0038320280233676831 0.0092667046765626537 0.018444082466935185 0.0033506354251358061 0.0025416864464806723 0.0027519499117261139 0.0053445010073003936 0.0028244004701319493 0.0039097726918127631 0.0038014209421815661 0.0030041430248679123 37.146160625633172
leaf_count=164 166 268 5 72 274 189 81 38 137 19 35 17 32 11 48 50 100 220 19 18 32 55 67 4 13 17 79 6 78 1720
internal_value=-3.7775e-07 2.89592e-05 -0.00238819 -0.057476 0.037461 -0.088454 0.0704967 5.87284e-05 -2.45581e-05 -0.00347373 -0.0286018 -0.0639032 -0.041318 0.00172437 2.57885e-05 -1.09255e-05 2.93884e-05 -0.00149084 -0.0200672 0.0167578 -0.0771466 -0.0199732 -0.00147152 0.0135864 0.0242758 0.0133642 -0.00168451 0.0242524 -0.00553478 8.80873e-05
internal_weight=44.0997 43.5638 0.529999 0.0226885 0.00558189 0.0171066 0.00450103 43.0338 40.9845 0.589634 0.060772 0.034945 0.0216231 2.04933 40.3949 39.8472 39.2436 1.45893 0.0653487 0.039722 0.0256267 0.00718266 0.0304553 0.0241779 0.0216362 0.0188842 0.0135397 0.0107153 0.00680556 37.7846
internal_count=4034 3868 889 621 360 261 86 2979 2930 240 103 68 51 49 2690 2642 2592 772 552 446 106 74 428 264 197 193 180 163 84 1820
is_linear=0
shrinkage=0.1


Tree=655
num_leaves=31
num_cat=0
split_feature=2 4 2 4 2 4 4 3 0 4 0 4 2 3 2 1 1 3 1 1 0 2 4 4 1 3 2 4 2 0
split_gain=0.000294492 0.00533754 0.00383983 0.00264838 0.00289078 0.00270068 0.00268318 0.00389376 0.00318707 0.0025985 0.00355393 0.00231153 0.0191248 0.00347781 0.00780248 0.00599608 0.00225853 0.00262112 0.00202215 0.00149311 0.00454031 0.0010455 0.0018212 0.00226343 0.000986937 0.000639576 0.00041907 0.0004158 0.00125185 0.0164872
threshold=-0.13953999999999997 39.952536079750011 -0.14259499999999997 39.792680591700012 -0.51146999999999998 34.654301448200009 35.782584506850007 0.097015000000000032 86.162394622750014 38.969453495950006 88.098084476650016 41.535369675400013 -0.14259499999999997 0.086555000000000021 -0.25073999999999996 75.408562100950022 78.285212300550015 0.09450500000000002 62.116825104000007 68.20618276945001 86.382848189450016 -0.23349 47.927946529500012 48.96897326980001 71.504920895500007 0.096010000000000026 -0.13125999999999996 40.563919884450009 -0.10051499999999999 97.521130223850008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 25 8 -8 10 -10 18 13 19 15 -15 -7 -18 -3 20 21 22 -13 -24 -20 -6 -2 28 29 -28
right_child=26 11 -4 -5 6 16 7 -9 9 -11 -12 12 -14 14 -16 -17 17 -19 24 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.03927228005374115 -0.001696968603727498 -0.0052739761993273945 -0.085310908177466921 0.084461928889083854 0.0083822739008077973 -0.10013204147723487 -0.10006059451016779 -0.10009560174200467 0.10002355176277918 0.084107661334086745 -0.10006970949725971 -0.10006505308185008 0.091900590399643711 -0.039319659080454872 0.059108881567406561 0.039949551389387716 0.076759506210496542 -0.10008673851487573 0.0052692515360117063 0.0019245235460282175 -0.078623286322243191 0.031754800395918062 0.039236447680799105 -0.050141558023852277 -0.00081111137659652306 0.093629045506862227 0.037339738810158458 -0.00025865659060069293 0.0002169333795411987 -0.0031876028094110463
leaf_weight=0.0024660958440146799 1.5097854833106783 0.5303375797972979 0.010517430027767442 0.0024109158769363139 0.0012147389043829148 0.0094293099908231426 0.0020393892640715458 0.0042218217386156285 0.0014235712587833405 0.0052213040245163711 0.002357898856367141 0.0020393310612465973 0.025408726389287151 0.02299881361932421 0.033770982132693916 0.016309268644224773 0.0018176425151629491 0.001555172904286195 0.542988098903322 0.51210240993507161 0.0094239169981733539 0.0085040362914413081 0.0068649853783426806 0.004824671520168522 0.52511254472737212 0.0031948742890421933 0.12478465282083884 24.444141906951856 15.208802424394012 0.51327408506506811
leaf_count=42 89 81 15 8 103 49 72 19 2 19 55 127 10 35 34 30 33 11 32 349 27 21 17 31 100 12 89 1584 900 38
internal_value=-8.20273e-07 0.00110372 -0.0319369 -0.0169083 -0.0239027 -0.0565526 0.00143619 -0.0184133 0.0128168 0.0383868 -0.0247427 0.0018096 0.00687666 0.00337437 0.0238565 -0.00643017 -0.0750115 -0.0047826 -0.000226328 0.000621659 -0.0204543 0.00420183 -0.0128651 0.00234747 0.00227995 0.0701457 -6.12928e-05 -7.21472e-10 0.000398982 0.0047383
internal_weight=44.0893 2.28856 0.0478702 0.0373527 0.0349418 0.0152682 0.0196736 0.015264 0.0110422 0.00900277 0.00378147 2.24069 0.642247 0.616838 0.0730791 0.0393081 0.0128021 0.00337282 1.59844 0.543759 0.0316569 0.022233 0.013729 0.0116897 1.0681 0.00440961 41.8008 40.291 15.8469 0.638059
internal_count=4034 1334 440 425 417 135 282 167 148 76 57 894 681 671 99 65 93 44 213 572 223 196 175 48 132 115 2700 2611 1027 127
is_linear=0
shrinkage=0.1


Tree=656
num_leaves=31
num_cat=0
split_feature=2 1 4 2 1 1 2 1 4 0 2 2 2 2 2 2 1 3 1 0 0 0 3 0 4 0 1 2 0 2
split_gain=0.00025451 0.000273571 0.0065461 0.00576083 0.00228225 0.00175891 0.000857091 0.000509848 0.00114723 0.00275884 0.0120281 0.0195366 0.000944796 0.00107329 0.00578999 0.00365713 0.000780058 0.00189048 0.000577024 0.000418935 0.00149724 0.000511932 0.000601881 0.00116782 0.00421797 0.0301138 0.0186034 0.00254039 0.00623701 0.00125478
threshold=0.26941000000000009 81.320481529800006 39.184300550350009 -0.085584999999999994 83.740093847200015 87.030766598900016 -0.58559499999999998 77.543197856500015 42.522337019050006 102.89804648475001 0.24901000000000004 0.059320000000000012 -0.074349999999999986 -0.084794999999999995 -0.10423499999999999 -0.59681499999999998 75.634392583900009 0.08895500000000002 75.408562100950022 96.959242474650011 97.39208423365001 96.851704149400021 0.094175000000000023 85.877418060900013 39.685256516350002 89.953120586650016 63.705703859100005 -0.086139999999999994 85.334349518600007 0.010890000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 -5 -4 16 9 10 11 12 13 14 15 -9 18 -18 19 21 -21 22 -1 27 25 26 -25 -24 -29 -26
right_child=-2 2 3 5 -6 -7 -8 8 -10 -11 -12 -13 -14 -15 -16 -17 17 -19 -20 20 -22 -23 23 24 29 -27 -28 28 -30 -31
leaf_value=-0.00032476100060031235 -0.0021653144271085415 2.0106346440773235e-05 0.099928124095265899 -0.10031502953753009 -0.10010380313528362 -0.00096447954965458028 0.0034014457386578739 0.0056151463845270384 -0.00040856018005283471 -0.0016915147158789627 0.001392874738792513 0.095697302318439731 -0.0035499103466277953 0.03490904665415865 0.044245287698956817 -0.1001672101452154 0.001696425148990163 -0.0066232632127494646 0.0033177844541564232 -0.0058353788131808443 -0.00010151243729544511 0.0018797016761892976 0.0019962123628692882 0.10033623191023966 8.2868379448717191e-05 -0.00033255778680391302 0.018647603285917042 0.00021465693435874624 -0.012005403466096019 0.0037300332213514101
leaf_weight=20.785779530993825 0.53651918590643433 0.50687579296140939 0.002747815903035189 0.013625815609908942 0.0010096648634236021 0.0020500904305698056 0.0013827991757146838 0.0069490238670366633 1.5088791477623025 0.5070083849141791 0.50601726595778018 0.038145240338053554 0.033293799566308291 0.021837667023646645 0.017040042348526185 0.0061701658901025525 0.52079005883428553 0.57432069329754398 0.52954283423889492 0.5531740386250904 2.5765835952777358 1.5325289820211754 1.5864370669256405 0.051414191315416136 7.9034663692699478 0.60603716708450417 0.06090122466594039 1.4318963099248017 0.58966420378055762 1.0711589053316855
leaf_count=1777 166 268 5 72 274 189 81 9 127 70 3 13 27 12 7 35 91 66 28 20 148 12 87 13 189 87 40 44 42 32
internal_value=-5.99203e-07 2.60713e-05 -0.00223699 -0.0571976 0.0346705 -0.087322 0.067614 5.38311e-05 0.00139876 0.00379833 0.00822026 0.0362087 0.0096031 0.018025 0.00579965 -0.044136 -3.42904e-05 -0.00266676 3.91044e-05 -5.70187e-06 -0.00111495 9.17647e-05 1.13797e-05 0.000536675 0.00110835 0.00848166 0.0560419 -0.000999148 -0.00334978 0.000518173
internal_weight=44.0832 43.5467 0.527692 0.0208162 0.00514028 0.0156759 0.00413062 43.019 2.64534 1.13646 0.629453 0.123436 0.0852907 0.0519969 0.0301592 0.0131192 40.3737 1.09511 39.2786 38.749 3.12976 35.6193 34.0868 13.301 9.69298 0.718353 0.112315 3.608 2.02156 8.97463
internal_count=4034 3868 889 621 360 261 86 2979 303 176 106 103 90 63 51 44 2676 157 2519 2491 168 2323 2311 534 361 140 53 173 86 221
is_linear=0
shrinkage=0.1


Tree=657
num_leaves=31
num_cat=0
split_feature=2 4 1 0 3 3 0 2 2 0 0 1 4 2 1 0 0 1 3 2 0 4 1 0 1 4 4 2 4 0
split_gain=0.00025009 0.00477106 0.00352403 0.00358999 0.002513 0.00302182 0.0025164 0.00227242 0.00252871 0.00213188 0.00206342 0.00433779 0.00188914 0.017138 0.00321713 0.00851942 0.00286577 0.0076867 0.00208569 0.00333007 0.00271686 0.00353195 0.00192507 0.00345725 0.00163469 0.00133828 0.001147 0.00233419 0.00107283 0.00210869
threshold=-0.13953999999999997 39.952536079750011 66.45599652655001 93.899777122150013 0.11660000000000002 0.087245000000000031 87.638358136350021 -0.60918499999999998 -0.23349 86.162394622750014 97.096353839300008 78.285212300550015 41.535369675400013 -0.14259499999999997 62.116825104000007 86.135510041400025 87.350693116400024 62.391047833300007 0.085035000000000013 -0.18231499999999998 97.39208423365001 42.522337019050006 64.02831883475001 85.877418060900013 62.116825104000007 48.226196960950006 43.572676689450006 -0.43644499999999997 39.110279783550006 101.36293689230001
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -5 10 -1 -9 -12 24 14 15 25 17 -16 -18 20 -20 -22 -19 -24 -3 26 -14 -28 29 -13
right_child=-2 12 3 7 -6 -7 -8 8 -10 -11 11 28 13 -15 16 -17 18 22 19 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.029452427120409748 -5.5299246098474661e-05 -0.0046986489323435849 -0.10087925361766743 -0.1001101257775132 0.080658594380985354 -0.069588678080386018 -0.053795829269071761 0.098432814053680706 -0.10005829440937403 0.10003029648519393 -0.10005453236153461 0.098254666002594013 -0.1000782664210098 0.090270481841944625 -0.10053085916859233 0.091273515267365726 0.00059961953744943936 0.10009362147178512 -0.033136600959222315 0.066278299156370638 -0.019005720441514225 0.056687301257864635 0.068815068726334819 -0.10011287751871821 0.002087744698071188 0.0055198653479978351 0.10003734777163194 -0.1000386349824165 0.098396339251820203 -0.10008810506193473
leaf_weight=0.0018512306325263218 41.796769971212719 0.53206632949575583 0.010355139186253304 0.0031875972715904978 0.0033288456816080716 0.0060965497194374061 0.002934078685939312 0.0023431672933043012 0.0022959774898131278 0.0040608876443002373 0.0031035466589006688 0.0010982873886860034 0.0025814168151908614 0.023395834034090957 0.0092847318446729332 0.014485438827250618 0.51106469830380086 0.0028259058017283669 0.011623331619830424 0.012683943124984887 0.010546204175355456 0.014837618494715876 0.0028359983336940786 0.0021150374232092872 1.0662203747613812 0.015983909665123974 0.0011283764615654937 0.0012066684693505811 0.0024398233169407035 0.0010470179909253269
leaf_count=146 2700 81 18 42 15 17 9 9 67 5 36 4 27 10 4 8 359 1 22 24 18 29 68 4 132 52 1 54 8 64
internal_value=3.23347e-07 0.00102043 -0.0315358 -0.0552811 0.00208501 -0.0154191 0.0219131 -0.0248485 -0.00538809 0.059486 0.016279 -0.00875787 0.00166346 0.00627025 0.00306535 0.0323347 0.00127288 -0.0391011 0.00250131 0.0220599 0.0069043 0.0252392 0.0342387 -0.00334941 -0.000171432 -0.00851412 -0.05414 -0.00335483 0.0530383 0.00145332
internal_weight=44.0758 2.27903 0.0441421 0.0258706 0.0182716 0.0149427 0.0088462 0.0155154 0.0123278 0.00591212 0.0100318 0.00768868 2.23489 0.636599 0.613203 0.0353858 0.577817 0.0170617 0.560756 0.0496911 0.0370072 0.0253838 0.00777694 0.00495104 1.59829 0.0209004 0.00491646 0.00233504 0.00458513 0.00214531
internal_count=4034 1334 440 248 192 177 160 230 188 151 121 112 894 681 671 142 529 77 452 93 69 47 73 72 213 134 82 55 76 68
is_linear=0
shrinkage=0.1


Tree=658
num_leaves=31
num_cat=0
split_feature=4 4 4 4 2 4 4 3 3 3 1 2 0 0 3 4 2 1 1 2 4 2 0 3 1 3 3 0 0 3
split_gain=0.000235319 0.000665547 0.0020918 0.000868147 0.000913556 0.00584413 0.00593892 0.018982 0.00835413 0.00430565 0.00135508 0.00244074 0.000728347 0.00171438 0.00165296 0.000493746 0.00607685 0.00752918 0.00566077 0.00354187 0.00743745 0.00226177 0.00383328 0.000715554 0.000383732 0.00181826 0.020068 0.0237822 0.00203909 0.00155487
threshold=37.038444968100009 38.400997490450003 38.748048509250005 39.051326806600009 0.086310000000000026 40.040005255000004 41.257403903850005 0.13041500000000003 0.082455000000000014 0.091290000000000024 74.257902021100008 0.15607500000000005 99.128828185900019 85.425757095000009 0.082935000000000023 35.419594101850009 -0.041369999999999997 65.611820673600008 65.536543845950021 -0.10051499999999999 36.491284729650012 -0.094519999999999993 89.168090812600013 0.094175000000000023 61.993156030000002 0.090390000000000012 0.084360000000000018 85.791387400750025 85.624702996650015 0.10433500000000002
decision_type=2 2 2 2 2 2 2 2 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 12 -3 -4 24 9 -7 8 -8 -6 -10 -12 13 -2 -15 -1 17 18 19 20 -17 22 -19 -24 25 26 -5 28 -28 -27
right_child=1 2 3 4 5 6 7 -9 10 -11 11 -13 -14 14 -16 16 -18 21 -20 -21 -22 -23 23 -25 -26 29 27 -29 -30 -31
leaf_value=-0.00010376937912942064 -0.00019200275385734366 -0.006152339587563966 0.0039027075285220157 -0.00094777806475106218 0.005200026298488097 0.0016275615970673216 0.065125552527904154 0.049913137703190336 -0.10059437221872679 -0.068071596758868244 -0.10011865692014216 0.029293810172580911 -0.0019589981864582286 0.00088500025584924342 0.0084395839632128485 0.084783049889027629 -0.00057000503424272319 0.10005455140233491 0.070526520121483902 -0.10058374634575595 -0.10026053463525149 -0.10036296966631181 -0.10011998283392352 -0.018441068823374381 0.0001962943485790842 0.0018919484659910214 0.056410209379177435 -0.10097718802741584 -0.0031636786433186918 -0.0012964127406528
leaf_weight=1.5960855925852362 1.4132280733003786 0.55541831514029993 0.56992146041474612 1.0495487826687142 0.012169554457416853 0.55851186252125862 0.0038343056522827093 0.018439263316849974 0.026663251526430676 0.023519339179570053 0.0036351261053517705 0.0024326535939314109 0.51785395917328569 0.53343456341269735 0.6336950010657425 0.00493173920135348 0.53763280284699977 0.0016738105705700326 0.0078716534771956503 0.0052318046200525723 0.0038816891986357405 0.015795160734962788 0.0034525279707416368 0.0015559260761844329 29.634546716811407 2.6517730397499548 0.010735846035714647 0.043600889679510146 0.012360200493731099 3.6142073265567944
leaf_count=387 46 62 78 341 33 82 63 10 57 29 41 15 111 29 80 43 58 2 6 4 12 40 50 25 2137 76 34 13 10 60
internal_value=4.39323e-07 5.31326e-05 -5.95157e-05 2.89893e-05 -2.96237e-05 -0.00374841 -0.00146006 -0.0328115 -0.0745281 -0.0430867 -0.0908879 -0.0482355 0.00146355 0.00215043 0.00498677 -0.00101296 -0.00350622 -0.039065 0.00264059 -0.0354061 0.00328449 -0.0797305 -0.0309607 -0.0747456 3.55969e-05 -0.000609493 -0.00432783 -0.0575167 0.0245283 5.29069e-05
internal_weight=44.0676 41.8895 38.7913 38.2359 37.666 0.649205 0.613516 0.0550046 0.0365653 0.0356889 0.032731 0.00606778 3.09821 2.58036 1.16713 2.17811 0.582027 0.0443943 0.0219169 0.0140452 0.00881343 0.0224774 0.00668226 0.00500845 37.0168 7.38223 1.11625 0.0666969 0.023096 6.26598
internal_count=4034 3407 3141 3079 3001 330 268 186 176 62 113 56 266 155 109 627 240 182 65 59 55 117 77 75 2671 534 398 57 44 136
is_linear=0
shrinkage=0.1


Tree=659
num_leaves=31
num_cat=0
split_feature=1 0 2 2 2 4 2 3 0 0 4 0 3 4 4 3 4 0 1 3 2 2 0 2 2 4 3 1 3 4
split_gain=0.000214755 0.00636833 0.00876352 0.0168815 0.0143168 0.00651873 0.00637881 0.00769957 0.00404334 0.00217252 0.0125887 0.0241824 0.00761276 0.00151426 0.00885601 0.00942265 0.00360055 0.00264291 0.00121237 0.00355566 0.0214658 0.0168972 0.00152238 0.0108759 0.0141654 0.00462231 0.00574027 0.00229356 0.00129879 0.0112844
threshold=66.590419433100024 93.399723909900004 0.12427500000000002 -0.102645 -0.122095 40.040005255000004 -0.13734499999999997 0.085035000000000013 92.313586825200005 89.705782438650019 36.79544512155001 90.297243227400017 0.089415000000000022 34.466665687600006 34.41230404325001 0.11531000000000002 30.317390213800007 94.114853772600014 69.873026810350026 -0.09053499999999999 -0.037054999999999998 0.04932000000000001 94.625660817400004 -0.058374999999999996 -0.061874999999999999 39.458743938000005 0.090735000000000024 71.015621515800021 0.10249000000000003 40.583589072600013
decision_type=2 2 2 2 2 2 2 2 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 6 -5 7 -2 -4 -1 -11 -12 -13 14 15 16 17 -3 -15 20 -20 -22 23 24 25 -21 -27 -24 -29 -30
right_child=1 13 8 5 -6 -7 -8 -9 -10 10 11 12 -14 18 -16 -17 -18 -19 19 22 21 -23 27 -25 -26 26 -28 28 29 -31
leaf_value=2.84337709968579e-05 -0.10027040011148713 0.10002418041053418 -0.0075751984343861122 -0.039479939005580084 0.078621103167128531 -0.10050317955683444 -0.10033873206930377 0.039921379559935917 0.062646665199186505 -0.0016882463033437119 -0.02148959763167212 0.091314289325626491 0.035853737207394286 0.0045359243803871014 0.099102836349023893 0.085273814846360499 -0.10030478421965279 -0.10005902941491117 -0.098168965787018003 -0.10054582681331606 0.097589213725474813 -0.10017205537651289 0.0061357793510495454 -0.00068424967252130931 0.056162665780871923 -0.10050530211520806 0.0050944158600889494 4.3442014566417029e-06 -0.044129992095203137 4.291183651257469e-06
leaf_weight=26.89447042608024 0.005444738771267498 0.0017185170727385983 0.017458005499229046 0.046159949019514257 0.019801730290055275 0.028199692348467309 0.0092408758355304599 0.013967624071995921 0.015461685899367694 0.52676453339517948 0.057073488525929861 0.043818336223921506 0.056874179106671363 0.55563395225226209 0.0048302320319635319 0.004173738446496599 0.01538052422683572 0.001071986031297073 0.022010098656601307 0.024556176495615034 0.015473856478895098 0.0059941265750506059 0.59613701186054591 0.53235267937138431 0.010837520589120686 0.0085626681398700555 0.01290685585445317 13.89777907260982 0.064890964735137335 0.5402820972786857
leaf_count=1560 39 3 40 22 10 60 6 22 12 17 37 39 17 46 4 14 90 66 117 33 17 66 75 71 6 47 25 1295 114 64
internal_value=-6.01489e-07 -0.000286321 -0.0204123 -0.0326938 0.0132345 -0.062622 -0.031953 0.000600684 0.0254065 0.000170032 0.00573327 0.0305129 0.0599885 -9.42043e-05 -0.0236802 -0.050222 -0.0813443 0.0231612 -5.4852e-05 -0.000216994 -0.0287748 0.0423718 -0.00013785 -0.00512454 -0.0466945 -0.0709139 -0.0370218 5.67465e-05 -0.000193129 -0.0047281
internal_weight=44.0493 16.4703 0.155734 0.122815 0.048455 0.0743596 0.0286532 0.0194124 0.0329197 27.579 0.684531 0.157766 0.100693 16.3146 0.027175 0.0223448 0.018171 0.0027905 16.2874 15.7318 0.0434781 0.021468 15.6883 0.589216 0.0568632 0.0460257 0.0214695 15.0991 14.503 0.605173
internal_count=4034 2364 211 159 77 82 67 61 52 1670 110 93 56 2153 177 173 159 69 1976 1930 200 83 1730 182 111 105 72 1548 1473 178
is_linear=0
shrinkage=0.1


Tree=660
num_leaves=31
num_cat=0
split_feature=4 4 4 0 0 2 1 2 4 3 3 1 1 1 1 1 3 4 4 4 1 3 3 4 0 0 0 0 1 3
split_gain=0.000273763 0.000624483 0.001143 0.00065291 0.00220014 0.000969468 0.00102237 0.000610931 0.0049206 0.0169852 0.0048213 0.00395534 0.00177554 0.019419 0.0182018 0.0013429 0.00223581 0.000827013 0.000743598 0.00132784 0.000512208 0.00135927 0.0222146 0.00186487 0.00738216 0.00648059 0.00890176 0.00116245 0.000809152 0.000735187
threshold=37.038444968100009 38.478081868400004 38.903925214650009 91.066142252700018 84.390700714750025 -0.053159999999999992 75.806453904250006 0.086310000000000026 41.257403903850005 0.13041500000000003 0.083495000000000028 64.307918480350011 80.677940036650014 62.272755675600003 68.20618276945001 74.257902021100008 0.09117500000000002 39.184300550350009 39.337369931850013 39.685256516350002 61.993156030000002 0.089305000000000023 0.084360000000000018 42.283941020600004 86.329079026800017 85.877418060900013 85.705356740550016 84.390700714750025 62.009286778800011 0.10433500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -5 -7 17 12 10 11 -10 13 -9 -15 -12 -17 -4 -19 -20 21 22 23 24 25 26 27 -21 -22 -23
right_child=1 2 7 5 -6 6 -8 8 9 -11 15 -13 -14 14 -16 16 -18 18 19 20 28 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010965782243739961 -0.00028574052038847757 -0.0044556662645992891 0.0039040157310992704 -0.0033953367379050471 0.0075839079150747911 0.0049264193556535895 -0.00041271648996025578 0.0925623258648407 0.092225705518477155 0.045836387139312776 -0.10055869838982492 -0.10006615578669689 -0.0025538285073937765 -0.10054190374100369 0.022848417164683738 0.026813227642524268 -0.10010435782279346 -0.003755680579252769 0.0046934413038930761 0.019241539300043062 0.0023597525491837971 0.00090416138199684226 -0.069052198629586767 -0.00098335802068702147 0.10006000418080929 -0.069151668964884158 0.10016627333647643 -0.10046068341411851 3.2494937151496458e-05 -0.0012939343371481716
leaf_weight=2.1687563817994535 0.86755651782970955 0.58327375003398785 0.55096323180018103 0.55548029195089155 0.60160343843745068 0.55306666269461846 1.0202301026288472 0.022154563095680313 0.0028710727998308974 0.017923092452747369 0.023214545931743658 0.0017049160658538787 0.52387621527821215 0.0180410850108359 0.035439193632782917 0.0024085067157673104 0.0032758676319775137 0.51952147345978161 0.60670527567728427 0.0010534288813643941 1.5817220445048885 2.6375269358665818 0.050165655039165813 0.5203241341913033 0.0090977570362156257 0.0095608754709246568 0.0084430396091192961 0.0035293723922222853 26.927738621760568 3.5964326368248152
leaf_count=627 39 78 58 131 43 21 47 19 8 10 53 65 70 35 35 32 18 23 85 100 52 92 37 207 9 11 2 2 1972 53
internal_value=-1.07816e-06 5.56863e-05 -6.27701e-05 0.00131524 0.00293679 0.000196136 0.00146417 5.24188e-06 -0.0030318 -0.0327262 -0.0747901 0.0205819 -0.000486009 0.0138365 -0.0187762 -0.0898917 -0.0463285 5.86371e-05 5.46742e-07 5.48253e-05 -2.47963e-05 -0.000802197 -0.0053392 0.000450936 0.024005 -0.00662939 0.0392615 -0.0729452 0.000161613 -0.000363942
internal_weight=44.0237 41.8549 38.257 3.59794 1.46916 2.12878 1.5733 37.6737 0.650909 0.051398 0.0334749 0.00457599 0.599511 0.0756348 0.0534803 0.0288989 0.00568437 37.0228 36.4718 35.9523 35.3456 6.83613 0.602174 0.552009 0.0316845 0.0225867 0.0130258 0.0045828 28.5095 6.23396
internal_count=4034 3407 3126 281 82 199 68 3048 345 186 176 73 159 89 70 103 50 2703 2645 2622 2537 513 368 331 124 115 104 102 2024 145
is_linear=0
shrinkage=0.1


Tree=661
num_leaves=31
num_cat=0
split_feature=3 3 3 3 1 1 4 3 0 2 1 4 3 3 2 2 3 3 3 4 4 3 1 3 2 0 4 4 1 1
split_gain=0.000230756 0.00165897 0.00105442 0.00124321 0.000921155 0.0223588 0.00207704 0.0063597 0.00697001 0.00232639 0.00257669 0.000532103 0.00881263 0.0175109 0.0045548 0.00308744 0.0123576 0.000637515 0.00202104 0.00206537 0.00114866 0.00323734 0.00146106 0.0011583 0.000874061 0.00122476 0.00085723 0.000835086 0.000745683 0.00408369
threshold=0.078905000000000017 0.076615000000000016 0.079355000000000023 0.079605000000000023 62.014663695050011 61.998532946250002 41.646178195200001 -0.089139999999999997 86.329079026800017 -0.018034999999999999 58.167480110400007 43.752965619700007 0.087905000000000025 0.096885000000000013 -0.097799999999999984 -0.077085000000000001 0.088220000000000021 0.082535000000000011 0.084565000000000015 40.583589072600013 42.779078631750004 0.090390000000000012 62.020040611300011 0.12535000000000004 -0.085584999999999994 94.047642319350018 42.753078181500008 42.558389508100007 62.014663695050011 62.030794443850006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 5 6 7 8 9 10 -1 17 -13 14 -14 -16 -17 24 19 -19 26 -22 -23 -24 -5 -26 27 28 -20 -30
right_child=2 -3 3 11 -6 -7 -8 -9 -10 -11 -12 12 13 -15 15 16 -18 18 20 -21 21 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.035442845109656118 -0.0045735992819658398 0.0058439555614007953 0.0047667624411902604 0.0010312237651877438 -0.00031053990001946019 0.096118901105879562 -0.0017188092819963932 0.083304555324909699 0.10002777970954874 0.035442794878440341 -0.10018111525239054 -0.001227552918603163 0.008792269474401317 -0.092486090296630852 0.099992033462851584 0.10035290174101581 -0.10008439719325452 -0.00039290096808023762 -0.00072781876759312727 0.0082567749047068473 -0.0086435713937049585 0.0042470332273743206 -0.0055201629429294449 0.00018935513737716053 -0.0050368319757629698 -0.00058313307714710143 0.0040502633682164418 -0.0037664388241584797 0.0086282238136157399 0.00012165830762586611
leaf_weight=0.001712308575299068 0.51931847404403342 0.54157935060194429 0.53120024422203371 1.0343148039124632 5.6925514840088471 0.025136216838291148 0.52416125692354176 0.01145704225980064 0.0039664598298259071 0.0023643533961603272 0.0077011660671661569 0.53540074544808158 0.012592398024978024 0.0086664443787085599 0.024209650839111418 0.010596809908747673 0.0043339284472662118 0.52192803815062816 8.7915136464061785 0.5860053056256378 0.59582908156811276 0.53034514419538359 0.55003636001859924 1.0037249708446241 1.0489935499039211 1.5009713688569553 0.51886060625832797 0.5924078839646566 0.58293681457871827 17.693737726303191
leaf_count=64 115 240 87 61 599 21 217 15 5 25 113 284 25 28 7 1 82 57 272 58 127 19 66 10 27 34 10 61 22 1282
internal_value=-1.20391e-06 0.000533943 -9.91849e-05 -3.58334e-05 7.52147e-05 0.00388429 -0.000320617 0.0266221 -0.0146254 -0.0532376 -0.0755112 -0.000106409 0.00285732 0.0390671 0.0611053 0.0779357 0.0421722 -0.000156078 -1.42819e-05 0.00418206 -0.000164942 -0.00214331 -0.000284936 -0.00183183 -0.00142072 -0.00241528 2.32057e-05 -5.23343e-05 2.89517e-05 0.000392976
internal_weight=44.0086 6.81063 37.1979 36.6786 6.26905 0.576499 0.551363 0.0272013 0.0157443 0.0117778 0.00941347 36.1474 0.5958 0.0603992 0.0517328 0.0391404 0.0149307 35.5516 31.9673 1.10793 30.8594 2.67994 2.08411 1.55376 3.58428 2.54996 28.1795 27.6606 27.0682 18.2767
internal_count=4034 1299 2735 2620 1059 460 439 222 207 202 177 2533 427 143 115 90 83 2106 1984 115 1869 222 95 76 122 61 1647 1637 1576 1304
is_linear=0
shrinkage=0.1


Tree=662
num_leaves=31
num_cat=0
split_feature=4 3 0 2 2 0 4 1 4 1 3 1 1 1 1 3 3 3 4 3 3 2 2 4 4 2 3 4 4 3
split_gain=0.000268496 0.00125526 0.0105794 0.00794285 0.00845082 0.00283816 0.00117005 0.000968246 0.000920541 0.00424936 0.00454111 0.00135247 0.0410087 0.00419066 0.018877 0.00981058 0.00875434 0.00308503 0.000941262 0.000858562 0.00400028 0.00182233 0.00756395 0.00334297 0.0133886 0.021011 0.00657278 0.0106474 0.00700834 0.00272221
threshold=40.563919884450009 -0.24532499999999999 86.162394622750014 -0.073609999999999995 -0.032369999999999996 93.899777122150013 40.80591513400001 62.041548276350007 41.218101594450012 62.009286778800011 0.093735000000000027 72.752365468100024 75.408562100950022 80.468240302450013 75.634392583900009 0.087795000000000026 0.082535000000000011 0.09551500000000003 41.257403903850005 0.088145000000000015 0.08883000000000002 -0.083424999999999985 -0.08786999999999999 41.605323437500005 41.685324604100011 -0.092990000000000003 0.092260000000000023 41.942745071500006 43.572676689450006 0.094175000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 7 -2 9 -8 -11 18 -13 14 -14 16 -16 -17 -10 -20 -21 22 23 -22 -25 26 -26 -28 29 -29
right_child=6 -3 3 4 5 -7 8 -9 11 10 -12 12 13 -15 15 17 -18 -19 19 20 21 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=-0.092826572229787491 -0.0058379971046548917 0.00034381952926335009 -0.1002172764428237 0.10004479637369189 0.024042648097888537 -0.10008786274116373 -0.0037143722766346757 -0.0012067464775246308 -0.0040882521372019405 0.0013351796529815279 0.011603543367874109 -0.10087139645841861 0.099979373745696445 0.00069530682770519272 -0.1001097006971899 -0.09550735086490067 0.051318436034363715 -0.037287721909168174 0.00077436832733915524 -0.0087842936300532963 0.0017311222046023718 -0.0011863843939785492 0.011848799155379265 2.0420981168115082e-05 0.047761385519770508 -0.10233261997580752 0.049708312385431996 -0.041659140805112016 0.0096112556264469542 -0.10029024734059476
leaf_weight=0.012486591021979278 0.54963317084756003 17.36809344571769 0.0044169611493325078 0.012027505691989401 0.003813931260083339 0.0035624624361836332 1.0213428794986614 2.5265611358393687 0.53842300231093787 1.6019054668254455 0.58905737633806854 0.04169234852788184 0.010391103502683741 1.5214500983131003 0.0051777564166656789 0.025543768256284238 0.014535090333822609 0.014139943597456295 10.010854820353513 0.55748806909276805 1.5463519082695718 4.7973537529715564 0.6119041405909228 0.50038532207690867 0.016109501201299725 0.03509888311543774 0.014870073435304221 0.014465784782260016 0.014731672967172926 0.017497382778117299
leaf_count=71 76 1323 63 14 8 50 33 65 31 94 35 79 9 522 115 32 34 31 910 35 20 211 22 4 25 39 12 12 18 41
internal_value=-3.76894e-07 0.00030499 -0.0182694 0.0208125 0.0483628 -0.0359067 -0.000200202 -0.00203423 3.96636e-05 0.00161265 0.00409591 -0.000209145 -0.00296895 -0.000403786 -0.0243652 -0.0461187 0.0115445 -0.0747628 3.21632e-05 0.000154483 -0.000609163 -7.01241e-06 0.0020345 -0.000746419 -0.00699464 -0.0381211 -0.00910571 -0.0239859 -0.047454 -0.0737552
internal_weight=44.0014 17.4044 0.0363075 0.0238209 0.0194039 0.00737639 26.597 3.07619 23.5208 3.21231 2.19096 20.3085 1.63293 1.59124 0.0697877 0.0593966 0.0197128 0.0396837 18.6755 18.1371 8.12626 7.56877 2.77141 2.15951 0.613159 0.112773 0.0776744 0.0615649 0.0466948 0.0319632
internal_count=4034 1529 206 135 72 58 2505 141 2364 162 129 2202 822 743 221 212 149 63 1380 1349 439 404 193 171 151 147 108 83 71 53
is_linear=0
shrinkage=0.1


Tree=663
num_leaves=31
num_cat=0
split_feature=1 0 2 2 1 1 0 1 1 0 1 4 3 0 2 4 2 3 1 3 0 3 3 0 3 3 1 0 2 1
split_gain=0.000259086 0.00537608 0.00783141 0.0150154 0.0118699 0.0151119 0.00326656 0.00290013 0.0021235 0.025966 0.0116588 0.0260195 0.0106533 0.00837828 0.0124964 0.00648772 0.00503205 0.00333996 0.00455926 0.00156286 0.00175728 0.00094673 0.00237712 0.00682563 0.00134554 0.00376823 0.00212331 0.00172543 0.00158153 0.00158518
threshold=66.590419433100024 93.399723909900004 0.12427500000000002 -0.011675 67.649671936450019 68.910558799650019 92.313586825200005 69.64719632740001 62.837331883000012 90.297243227400017 63.705703859100005 37.627645350900004 0.089415000000000022 88.872360418250011 -0.08786999999999999 42.047301293400004 -0.10946499999999999 0.11082500000000002 65.907551067950024 0.085335000000000022 85.877418060900013 0.091935000000000031 0.088145000000000015 86.135510041400025 0.086520000000000027 0.087795000000000026 62.213609596700003 87.170566421650008 -0.073609999999999995 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=8 2 3 4 -2 -6 -4 -7 21 10 15 -12 -11 14 16 -10 17 18 19 20 -13 22 24 -24 26 -26 27 28 -1 -30
right_child=1 -3 6 -5 5 7 -8 -9 9 12 11 13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.00022974878043230501 -0.051741711398007421 -0.00014403031510945848 -0.0053115261599527945 -0.10078920532198554 0.059049402662885456 -0.10022225532606815 0.059476883102454962 -0.014268513874933279 0.072440631426734084 0.090110530950272702 0.0013617668513667531 0.056909439557957034 0.025148981513485935 -0.098118675802378347 -0.10055212126901872 0.0047983617356865847 0.10005603990177875 -0.1001479380443914 -0.10030705712889515 0.10003174853145801 -0.10009080743573269 0.0005983721158257636 -0.00044755482936620502 -0.012375528882379097 0.009008349554528625 -0.00091068033034136296 -0.0064363132183443573 0.0054133072410682739 -6.1158072594354356e-05 -0.0077205242457187061
leaf_weight=6.1638789105381413 0.04187032509972255 16.278300481386378 0.016619146200135049 0.024552783961677593 0.03320614362148433 0.0083596114272950217 0.01463514108399977 0.0074004939990883747 0.031050775512994955 0.042776005901032477 0.5702080315189666 0.002240227225001945 0.061596279556397349 0.035098716260108631 0.013666309436276447 0.026096117521547058 0.0060620110449178801 0.0031389453797601172 0.0024231539719039574 0.0039984554168768227 0.0010456970485392958 14.08594067370348 2.0488986511405129 0.6264183027378748 0.60467108404745218 1.0447444697947501 0.54471979456373265 0.55152397920028295 0.53670468115155301 0.54416422045369472
leaf_count=522 36 2153 40 44 34 8 12 37 37 43 77 69 20 30 40 8 4 6 3 5 2 365 93 34 48 24 25 22 170 23
internal_value=-1.38219e-06 -0.000315745 -0.0193771 -0.0314042 -0.0126497 0.0207774 0.0250263 -0.0598608 0.00018603 0.0052647 -0.00171942 -0.00559603 0.0517729 -0.0642215 -0.027698 0.0415518 0.0249581 -0.0104792 0.0185154 0.0580417 0.00694642 3.42674e-05 -0.000593091 -0.00324046 0.000115844 0.00272561 -0.000400232 2.15046e-05 -0.000388959 -0.00391727
internal_weight=43.976 16.4249 0.146644 0.115389 0.0908366 0.0489662 0.0312543 0.0157601 27.5511 0.799401 0.695028 0.637882 0.104372 0.0676735 0.0325748 0.0571469 0.0189085 0.0128465 0.00970753 0.00728438 0.00328592 26.7517 12.6657 2.67532 9.99041 1.64942 8.34099 7.79627 7.24475 1.08087
internal_count=4034 2364 211 159 115 79 52 45 1670 344 281 236 63 159 129 45 89 85 79 76 71 1326 961 127 834 72 762 737 715 193
is_linear=0
shrinkage=0.1


Tree=664
num_leaves=31
num_cat=0
split_feature=2 4 0 1 2 0 4 4 4 3 4 2 0 1 3 2 4 2 3 2 0 1 3 3 2 0 2 4 2 2
split_gain=0.000286747 0.000801608 0.00201573 0.0163783 0.0038625 0.00574473 0.000537109 0.000294528 0.00108525 0.00433617 0.00818851 0.00353204 0.00156947 0.00155004 0.000627593 0.000589773 0.00170688 0.0151653 0.00290463 0.00605662 0.00484956 0.00107514 0.00368939 0.000709518 0.00114189 0.00096551 0.00088718 0.000605045 0.000592922 0.00123687
threshold=0.17076500000000003 38.179089776100007 101.10215645365001 69.563854125350005 0.20949500000000004 88.17067284620002 36.893814626400008 40.467253020850002 40.413896136950008 -0.24532499999999999 35.782584506850007 -0.06828999999999999 85.812895065800021 61.93938686740001 -0.097689999999999985 -0.13953999999999997 41.535369675400013 -0.14259499999999997 0.086555000000000021 -0.25073999999999996 97.39208423365001 68.20618276945001 0.08092000000000002 -0.25095999999999996 -0.23375499999999999 82.250688042950017 -0.2351 42.824128352900011 -0.11103999999999999 -0.094519999999999993
decision_type=2 2 2 2 2 2 2 2 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 6 3 4 -3 -6 -2 8 9 10 -1 -12 -11 -14 -15 16 -9 18 21 20 -20 22 23 26 25 -25 -18 -24 -17 -30
right_child=1 2 -4 -5 5 -7 -8 15 -10 12 11 -13 13 14 -16 28 17 -19 19 -21 -22 -23 27 24 -26 -27 -28 -29 29 -31
leaf_value=0.093451857273132516 -0.0025714673929484997 -0.016533689592852424 -0.0020011535702042214 -0.10039600258733528 0.095064793586333796 -0.0010436379420050968 0.001342025861081955 -0.00077938308200031726 0.00488177614212504 -0.0036308679563114583 -0.093111771134272131 -0.0085598354495430139 0.0057200828062266311 0.003754525316389784 0.000230801419329242 -0.0013616076088493259 0.019457675405354622 0.088287899884601756 -0.055096757300791534 0.055693928098528023 0.022189722908981389 0.0015320650245731313 -0.043402753177696429 0.090530633509493572 -0.0046854250454926106 -0.0062525609309218577 -0.044260946109714559 -0.10053484577261951 0.0022482372254981572 -0.0002923353632772882
leaf_weight=0.0038711384653912209 0.52103239036487936 0.032142306955307731 0.52821556529606406 0.018837661464070399 0.0099545007341529379 0.016575234328826127 1.072742369546688 1.0512255169760667 0.52656807134917549 0.93089441909145421 0.014485851679577166 0.0074978119880277907 0.56984107941388984 0.52839639505823122 11.637013504997336 4.0566551367214911 0.0036944336970171077 0.021529655436097528 0.012595474710451526 0.030152486052202221 0.022843388757443073 0.51033908035912123 0.0031014752457849673 0.003066976953597588 0.0078317243978603436 0.0015525402966432011 0.0053487510303966684 0.004607238694688931 2.1229930587467924 19.681347524556084
leaf_count=90 95 27 84 31 24 31 30 177 11 188 55 27 19 30 850 181 36 10 27 34 38 349 4 44 48 17 17 57 141 1262
internal_value=-1.41295e-06 -0.00111427 -0.00421094 -0.0192703 0.00677653 0.0350182 6.26376e-05 5.7205e-05 0.000426813 0.000255484 -0.0406585 -0.0642742 0.000332888 0.000622623 0.000383852 -0.000133627 0.00168319 0.00581414 0.00287986 0.0227504 -0.00527899 0.000464226 -0.0181968 0.00308905 0.0185727 0.0580035 -0.0182298 -0.0775487 -0.000251504 -4.49709e-05
internal_weight=43.957 2.1995 0.605725 0.0775097 0.058672 0.0265297 1.59377 41.7575 14.2186 13.692 0.0258548 0.0219837 13.6661 12.7353 12.1654 27.5389 1.67789 0.626663 0.605134 0.0655913 0.0354389 0.539542 0.0292031 0.0214944 0.0124512 0.00461952 0.00904318 0.00770871 25.861 21.8043
internal_count=4034 322 197 113 82 55 125 3712 1270 1259 172 82 1087 899 880 2442 858 681 671 99 65 572 223 162 109 61 53 61 1584 1403
is_linear=0
shrinkage=0.1


Tree=665
num_leaves=31
num_cat=0
split_feature=0 0 3 0 3 1 0 3 1 4 1 4 0 2 3 0 1 3 1 4 3 0 1 3 1 1 2 1 2 0
split_gain=0.00024118 0.00595524 0.0179723 0.00926009 0.00489441 0.00195716 0.0209461 0.00825294 0.00583815 0.0153536 0.00225185 0.00650918 0.0125038 0.0177803 0.00287962 0.00173405 0.00170139 0.000969237 0.00475856 0.00193781 0.00281391 0.00411417 0.00195281 0.00239574 0.00170784 0.0411854 0.00135356 0.00184323 0.00122443 0.00369207
threshold=91.066142252700018 93.399723909900004 0.085820000000000021 92.313586825200005 0.09091500000000001 62.55235532115001 90.407470010750018 0.10249000000000003 65.611820673600008 40.040005255000004 63.353515844050008 36.893814626400008 88.872360418250011 -0.08786999999999999 0.11082500000000002 90.533827542850005 67.649671936450019 0.091935000000000031 62.181348099150007 41.872294782850005 0.087795000000000026 85.963448721100022 62.095317438950012 0.082535000000000011 62.014663695050011 61.987779113750001 -0.098419999999999994 62.009286778800011 -0.085584999999999994 85.812895065800021
decision_type=2 2 2 2 2 2 2 2 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 -4 17 8 15 10 -10 -7 -12 13 14 -13 -8 -6 18 19 20 24 -22 26 -24 25 -1 -21 -28 -26 -30
right_child=1 -3 4 -5 16 6 7 -9 9 -11 11 12 -14 -15 -16 -17 -18 -19 -20 22 21 -23 23 -25 28 -27 27 -29 29 -31
leaf_value=-0.0026265751775906821 -0.03496833631978194 -0.00013647585787490224 -0.10027558163886895 0.048137622246363726 -0.059436419415234656 0.0072002269522098445 0.10014944037296912 0.015572188923853836 -0.0010028228217931591 -0.095194366723452425 0.0020576877636861719 0.088903601849587247 -0.081406808010190471 -0.079009230424591292 0.0073152887599085758 0.061535802717146981 -0.022403027383435161 0.00055369847644424553 -0.009558305583392596 0.0044098054632606149 -0.0011488674849934684 -0.011685728012851827 0.0012461249042059021 0.0093096488907267651 0.00036771393168078394 0.098878871160098469 0.00034565443613541476 -0.0060730334301615785 0.00063073846375344335 -0.0093036085368239773
leaf_weight=0.5362718632527822 0.020744425804159472 16.276500586756462 0.018719832738170794 0.037909175526348093 0.023980126909009414 0.57168273752706911 0.023199719291369436 0.033282915013842285 0.074952073458773749 0.022500723508067644 0.52249156602363012 0.01518763585090499 0.028264037358894711 0.014158526898352508 0.006048818391718668 0.023320715367646017 0.025701849509061958 14.079956570180144 0.57333670484371246 0.5471398553337895 1.0218045946080918 0.58141280114614335 1.0124080262572617 0.57928747959977034 3.0142528393086669 0.043192252657263452 2.0438568162681956 0.57276586398256757 1.0090222281869499 0.5945308431982993
leaf_count=277 36 2154 35 34 17 44 13 11 38 68 52 86 29 44 7 32 23 365 32 156 33 31 65 18 22 19 166 71 5 51
internal_value=-1.25629e-06 -0.00030482 -0.0218706 0.018745 -0.0566978 0.000179526 0.00391434 0.0535916 0.00075617 -0.0227506 0.00273469 -0.00162063 -0.031811 0.00779291 0.0656647 0.0807924 -0.040278 -1.07245e-05 -0.00066592 -0.000224733 -0.00130761 -0.0049701 0.00132382 0.00418079 -0.000177829 0.00493947 -0.000113529 -0.00105936 -0.000819972 -0.0030525
internal_weight=43.9479 16.4036 0.127055 0.0586536 0.0684018 27.5443 1.33509 0.0798033 1.25529 0.0974528 1.15783 0.586151 0.063659 0.035395 0.0212365 0.0465204 0.049682 26.2092 12.1293 11.5559 6.80049 1.60322 4.75546 1.5917 5.19727 0.579464 3.16376 2.61662 4.61781 1.60355
internal_count=4034 2299 145 70 75 1735 424 56 368 106 262 218 166 137 93 45 40 1311 946 914 438 64 476 83 374 296 393 237 78 56
is_linear=0
shrinkage=0.1


Tree=666
num_leaves=31
num_cat=0
split_feature=4 4 1 4 1 3 1 1 1 1 1 1 4 0 0 3 2 4 3 3 2 2 0 2 0 1 3 2 3 3
split_gain=0.000300278 0.000714811 0.000942053 0.000791469 0.00346628 0.0039905 0.0010312 0.0372606 0.00379874 0.0166507 0.00897711 0.00891378 0.00444882 0.00370919 0.00437235 0.00105201 0.000709854 0.00066051 0.000688858 0.00113266 0.00127964 0.00747074 0.00350474 0.00289406 0.00407784 0.00689497 0.0381289 0.0146857 0.00495162 0.00111457
threshold=40.563919884450009 40.80591513400001 62.041548276350007 41.218101594450012 62.009286778800011 0.093735000000000027 72.752365468100024 75.408562100950022 80.468240302450013 75.634392583900009 76.279622535200005 78.468027453400012 42.310579034350006 97.991610396700011 97.521130223850008 0.092835000000000015 -0.085584999999999994 41.257403903850005 0.086030000000000009 0.086520000000000027 -0.083424999999999985 -0.08786999999999999 86.479632682150012 -0.032369999999999996 86.420486603250012 61.901748453550006 0.11148000000000002 -0.079634999999999997 0.090390000000000012 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 -2 4 -3 16 17 -8 9 -9 -11 12 -12 14 -14 -13 -6 -5 29 -20 21 22 -21 24 -22 -26 27 -27 -29 -19
right_child=1 3 -4 6 5 -7 7 8 -10 10 11 15 13 -15 -16 -17 -18 18 19 20 23 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.00032246282505851882 -0.005393279275997101 -0.0033666317996472704 -0.00082876154311125022 -0.0034967948882949056 0.0026713287843312321 0.010756846943443255 -0.10078754592299997 0.099949445996546982 0.00068072728208848409 -0.10063666245095371 0.053226142729189851 -0.10027113135365709 -0.10008132065449932 -0.096958030290828515 0.10006380520635089 -0.033879604910589223 -0.001725898235846542 3.450455305688163e-05 -0.005030437369026931 0.00067348579093531782 0.0021943419499126106 0.01100859861219745 -0.0076366864500707239 0.00034380602299600153 0.00086070778129898606 -0.10105231080320534 -0.0012434178836688856 -0.058983231527177306 -0.016390755677173581 0.0027171264651533098
leaf_weight=17.376271730018622 0.55048788475499932 1.0235270655753157 2.5311945356730843 0.53824029617266589 1.0285219351184545 0.58450980064346669 0.037804642660974053 0.0093069858064607769 1.5213192708435819 0.018882822660820864 0.014999772984509718 0.0095854660758195043 0.0017031225165489161 0.004730782265976341 0.0030394144123420119 0.0031779701025698168 0.57090102922751373 5.6766470414282777 0.51923683810176058 3.1148864891013095 0.58999802304151527 0.64094675697560788 0.60627936003140792 3.6478136444982323 0.50289189815521218 0.051543312778447703 0.51089367120221141 0.051322222308955556 0.058301769502577372 2.1298662784196409
leaf_count=1529 76 33 65 31 36 35 79 9 522 23 24 62 70 14 2 17 58 591 20 109 73 31 119 148 2 32 10 20 22 172
internal_value=-7.29831e-07 -0.00021223 -0.00164413 -2.42245e-05 0.00143536 0.00368587 -0.000255259 -0.0026716 -0.00033396 -0.0239279 -0.044472 -0.0159907 0.0193428 -0.0343072 0.0281884 -0.0837403 0.00110177 -4.46525e-05 5.80005e-05 -0.00047922 -0.000237461 0.00103706 -0.000680468 -0.00126459 -0.00458884 -0.007995 -0.0146216 -0.0570298 -0.0363311 0.00076641
internal_weight=43.9288 26.5526 3.08168 23.4709 3.20746 2.18393 20.2634 1.62455 1.58675 0.0654263 0.0561194 0.0372365 0.0244731 0.00947332 0.00474254 0.0127634 1.59942 18.6389 18.1006 10.2941 9.77488 4.36211 3.72117 5.41276 1.76495 1.17495 0.672061 0.161167 0.109624 7.80651
internal_count=4034 2505 141 2364 162 129 2202 822 743 221 212 189 110 86 72 79 94 1380 1349 586 566 259 228 307 159 86 84 74 42 763
is_linear=0
shrinkage=0.1


Tree=667
num_leaves=31
num_cat=0
split_feature=2 4 0 1 2 0 4 0 2 3 2 2 1 0 0 3 3 0 2 4 4 3 3 1 0 2 2 3 3 1
split_gain=0.000354223 0.000973298 0.00145845 0.0150867 0.00338404 0.00520295 0.000451836 0.000344892 0.00194046 0.0193011 0.0182064 0.000976807 0.00850193 0.0248036 0.00474856 0.0036629 0.00288283 0.00129384 0.00101472 0.00241828 0.00201419 0.0019077 0.0013954 0.0013414 0.000957939 0.000988221 0.00782365 0.0302436 0.0133487 0.00151229
threshold=0.17076500000000003 38.179089776100007 101.10215645365001 69.563854125350005 0.20949500000000004 88.17067284620002 36.893814626400008 85.963448721100022 -0.072524999999999992 0.096885000000000013 -0.053159999999999992 -0.091919999999999988 61.93938686740001 85.732241321850012 83.941728207000011 0.10507500000000002 0.08729000000000002 71.131225215400022 -0.23349 48.96897326980001 48.86568841230001 -0.23921499999999998 -0.15572 55.917240655200011 86.054856297550018 -0.088224999999999984 -0.083424999999999985 0.088555000000000023 0.09450500000000002 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=7 6 3 4 -3 -6 -2 8 11 -10 -11 12 13 14 15 16 17 -1 19 20 21 -19 -20 -24 -9 -26 27 -27 -29 -28
right_child=1 2 -4 -5 5 -7 -8 24 9 10 -12 -13 -14 -15 -16 -17 -18 18 22 -21 -22 -23 23 -25 25 26 29 28 -30 -31
leaf_value=-0.071391632139059677 -0.0023619709578544881 -0.015068816002136488 -0.0028234069627912349 -0.10035850619690692 0.094107316772939709 5.8014258524404233e-05 0.0012272965764781093 0.0031332645559064422 -0.00040549153397255824 -0.0027611617501767088 -0.0902003385379824 -0.00048486343168997639 0.00043420943832057197 0.10024552133011966 -0.06504820099395249 0.073400713145982233 -0.075297546875199226 -0.10006723561976241 0.072128790784066033 -0.067524696732086983 0.10003268134463109 0.050459832852674372 -0.10014568145719079 0.058646398990216557 -0.0006280894284380786 0.00085460861039426495 0.0052769625685097224 0.01776884501270019 0.081782887998572446 1.3824831173132736e-05
leaf_weight=0.0018763770412370947 0.52151424866691676 0.031497557787020014 0.52529373019524561 0.017045846863040226 0.0091916480668108314 0.016337064846240423 1.0709782947438951 1.0716224675670663 1.0343813849307295 0.046606491449324494 0.048690654066120831 4.5046923942093722 1.0313840062942197 0.033105925656855106 0.013006765961591782 0.0065429228961875188 0.0054046998150845118 0.0015144520804906136 0.0052039779107527599 0.0037921301787946504 0.0026340198237448931 0.0018959815634485948 0.0011084527565563612 0.001022924423247959 12.101449434602854 0.56740722985316938 0.5608523938717721 0.057692061309921883 0.074823875128210315 20.534320094685775
leaf_count=99 95 27 84 31 24 31 30 29 220 24 36 129 223 5 38 16 28 31 15 18 3 16 17 52 1398 57 30 20 32 1176
internal_value=-1.7916e-06 -0.00124091 -0.00467577 -0.0178121 0.00686207 0.0339206 5.18724e-05 6.33222e-05 -0.000591511 -0.00437296 -0.0474369 0.000169522 0.00282881 0.0348584 -0.0143364 0.00694372 -0.0108383 0.00745119 0.0160663 -0.00492554 0.0343475 -0.0163839 0.0442161 -0.0239357 0.000189593 9.653e-05 0.000498866 0.0109003 0.0539138 0.000153755
internal_weight=43.9029 2.19186 0.599366 0.0740721 0.0570263 0.0255287 1.59249 41.711 6.74286 1.12968 0.0952971 5.61319 1.10849 0.0771086 0.0440027 0.0309959 0.024453 0.0190483 0.0171719 0.00983658 0.00604445 0.00341043 0.00733536 0.00213138 34.9682 33.8965 21.7951 0.699923 0.132516 21.0952
internal_count=4034 322 197 113 82 55 125 3712 970 280 60 690 561 338 333 295 279 251 152 68 50 47 84 69 2742 2713 1315 109 52 1206
is_linear=0
shrinkage=0.1


Tree=668
num_leaves=31
num_cat=0
split_feature=3 3 3 3 2 3 3 3 1 3 1 1 3 3 4 0 0 1 3 4 4 3 0 4 1 2 2 3 0 3
split_gain=0.000298502 0.00120776 0.000858498 0.000988638 0.000529529 0.00214763 0.00334266 0.0017987 0.00201589 0.0261828 0.00458617 0.00157597 0.00529963 0.00724353 0.0548051 0.0184859 0.00508692 0.00631858 0.00378954 0.00348692 0.00148184 0.00144021 0.00209433 0.00349199 0.00795431 0.00266398 0.00181817 0.00273774 0.00131742 0.0037258
threshold=0.078905000000000017 0.076615000000000016 0.079355000000000023 0.079605000000000023 -0.093879999999999991 0.091935000000000031 0.092260000000000023 0.086030000000000009 71.658163008950012 0.083365000000000022 62.837331883000012 70.077349628250019 0.087795000000000026 0.091645000000000018 43.182896969600009 87.48511602295001 85.732241321850012 62.046925192600007 0.086520000000000027 42.094663496250007 36.491284729650012 0.093325000000000033 86.103248543850015 39.896141435400004 74.153052154050016 -0.083424999999999985 -0.046635000000000003 0.098545000000000021 86.565663342300013 0.081765000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 11 -7 8 9 -5 -11 12 18 14 15 16 17 -14 28 -17 -8 -22 -23 24 -24 -25 27 -27 -6 -30
right_child=2 -3 3 4 5 6 20 -9 -10 10 -12 -13 13 -15 -16 19 -18 -19 -20 -21 21 22 23 25 -26 26 -28 -29 29 -31
leaf_value=0.00021708793673585444 -0.0041472858401605146 0.0051542439639052041 0.004235742389992342 0.00072417032596050848 0.00072282568704182466 0.0080399405510496562 -0.0049580886976107429 -0.00015006501802188738 0.00088801407255772915 0.039862969221616529 0.092340482000486446 -0.00033414353977111752 0.0054965340999670797 -0.0018226918506475177 0.001588112452759816 -0.0014858888463540997 -0.10099157555311983 -0.10140838562077997 0.006681806868006273 -0.044595771153783312 -0.0025845610819191294 -0.00098521299132551025 0.014123546726949404 0.0054036829493222874 -0.0024309340435456012 0.0017017743609894468 0.00077026672883771167 -0.008314448058353496 -0.00015389794187236884 -0.0101202824503491
leaf_weight=6.2585773039699131 0.52006503571659735 0.5380790325820265 0.52909222302625281 0.52439920433506859 1.0608352025256045 0.55247522143229844 0.55282672792555665 6.4514419928548268 1.0164747598904531 0.031937450099633224 0.034798971467921547 6.2023867897423166 0.011254496536871161 0.99767256913037272 0.51129834704445887 0.034747544652418583 0.082928588698450767 0.010867146238596082 0.61655913803770079 0.040784495591651648 1.5496080429649879 5.1346281963063296 0.64181993836766504 1.0768529810903835 0.52987338240959669 0.508194545160223 5.6646223733587249 0.58935751089302357 1.0214709869323995 0.59277033015828795
leaf_count=1059 115 240 87 90 88 25 103 638 121 34 76 525 30 8 13 35 48 11 64 8 63 145 76 23 54 5 126 47 13 64
internal_value=-1.28863e-06 0.000607954 -0.000112925 -5.55548e-05 -0.000118549 -0.000324244 0.000390513 0.000595695 0.00358848 0.008232 0.0672268 -0.00139797 -0.00272261 -0.00727538 -0.015138 -0.0624961 -0.0896262 -0.04702 -0.000385728 -0.0247636 0.000130409 0.000309642 0.000626699 0.00154522 0.00663713 0.00078414 4.84933e-05 -0.00367668 -0.00201467 -0.00381368
internal_weight=43.8887 6.79666 37.092 36.572 36.0429 27.9838 16.8003 8.05905 1.60761 0.591136 0.0667364 11.1836 4.98119 1.68955 0.691881 0.180582 0.10505 0.0221216 3.29164 0.075532 16.2478 15.695 14.1453 9.01072 1.17169 7.83903 6.76217 1.09755 2.67508 1.61424
internal_count=4034 1299 2735 2620 2533 1574 667 959 321 200 110 907 382 153 145 132 89 41 229 43 642 539 476 331 130 201 178 52 165 77
is_linear=0
shrinkage=0.1


Tree=669
num_leaves=31
num_cat=0
split_feature=1 1 0 2 3 4 2 0 0 4 0 3 1 2 2 0 1 3 0 0 3 4 1 4 0 1 2 4 1 3
split_gain=0.000298097 0.00145086 0.00135574 0.00241012 0.025614 0.0102609 0.00539678 0.00379094 0.0042988 0.00432113 0.00090941 0.00180361 0.000855736 0.0190916 0.00992717 0.00165227 0.0196103 0.0100744 0.00721887 0.00950103 0.00985906 0.00849399 0.00147459 0.0287673 0.0115542 0.00289313 0.00166229 0.00156464 0.00105563 0.00104436
threshold=71.015621515800021 70.776348742200014 96.682331287150021 0.061925000000000015 0.094375000000000028 42.310579034350006 -0.096529999999999991 96.163458868000006 95.469836670350006 42.660927378600007 94.985914206850012 -0.046510000000000003 69.999384342500022 -0.061874999999999999 -0.10051499999999999 90.297243227400017 66.590419433100024 0.089415000000000022 93.399723909900004 91.937202686950016 0.086555000000000021 41.898943182100005 63.353515844050008 38.625745710700009 86.162394622750014 62.55235532115001 -0.59502499999999992 47.927946529500012 65.084882880000023 0.09091500000000001
decision_type=2 2 2 2 2 2 2 2 2 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 10 7 8 9 -7 11 -2 15 14 29 22 17 -17 19 21 -21 -18 25 -24 26 -1 -25 -28 -26 -14
right_child=2 -3 -4 -5 -6 6 -8 -9 -10 -11 -12 -13 13 -15 -16 16 18 -19 -20 20 -22 -23 23 24 28 -27 27 -29 -30 -31
leaf_value=-3.7171616338914469e-06 -0.016646553926436727 0.0052340965189024338 2.2150044140497663e-05 -0.00062936969627635055 -0.00072408570759880568 0.10002795316346823 -0.10009999950222588 -0.10034173704456942 0.095048081376726989 -0.10017021150109051 -0.10054865965917376 -0.10008008253205197 -0.040497842527616193 0.0022346858148932611 -0.1002855047405439 0.087606725454219575 -0.10046728136056891 0.021141453540220522 0.0035415567758253644 0.030707768716006414 -0.038965930928121152 -0.0077341894877883295 0.002123716377472583 0.10009653302000565 -0.072388645089204812 0.0072020406158449712 -0.049273069497423681 0.10001808577190643 -0.10026593381114431 -0.0046567997782303028
leaf_weight=26.165975052978251 0.0042522980002104305 0.55756900746896576 12.443283422729174 1.4988147352685706 0.50960953574924162 0.0016896011075006045 0.004487958846766448 0.0020345436408213411 0.0073303903411670035 0.0029791718044749338 0.035279840003141771 0.006631743221844455 0.013967133301890478 0.55818156451187118 0.028090441162358815 0.037391135323558866 0.024176687906660277 0.058460081316297874 0.56791399299684286 0.041394923202034306 0.039871351844340097 0.01670031522033355 0.59197730842053697 0.0036128261708654455 0.030791936260357033 0.56932012408720467 0.002096283513336239 0.0010554817563388497 0.024305617127083678 0.019453160291050153
leaf_count=1311 8 28 1570 64 53 2 25 3 6 150 35 37 30 72 61 44 41 20 67 26 27 24 102 2 34 42 102 2 29 17
internal_value=-1.63503e-06 0.000181685 -0.00037231 -0.00273995 -0.00824821 -0.0675252 -0.00464708 0.0258786 0.0472802 -0.0277197 -0.0927529 -0.0674833 8.3852e-05 -0.003592 -0.0564664 0.0001647 0.00468545 0.0470693 -0.0012018 -0.0232564 -0.00347596 -0.0625811 3.49807e-05 -0.00465697 -0.0695434 0.000149727 0.0537961 0.000722434 -0.0846864 -0.0196356
internal_weight=43.8687 29.3523 14.5164 2.07311 0.574295 0.0646855 0.0185217 0.0140337 0.0119992 0.00466877 0.0461639 0.010884 28.7947 0.619692 0.0615107 28.175 0.785908 0.0958512 0.690057 0.122143 0.0812663 0.040877 27.3891 0.653839 0.0618621 26.7353 0.00676459 0.00315177 0.0550976 0.0334203
internal_count=4034 2081 1953 383 319 266 186 161 158 152 80 45 2053 180 108 1873 249 64 185 118 53 65 1624 271 169 1353 106 104 63 47
is_linear=0
shrinkage=0.1


Tree=670
num_leaves=31
num_cat=0
split_feature=2 4 0 1 2 0 2 4 2 2 3 3 3 2 4 2 3 2 1 0 3 4 3 0 3 2 3 2 3 3
split_gain=0.000249796 0.000906581 0.00136267 0.0136284 0.00267292 0.00499439 0.000433052 0.000942901 0.000372217 0.0019069 0.0023766 0.0165618 0.009964 0.00116405 0.00915018 0.0022768 0.00224651 0.00147843 0.0029931 0.00113758 0.00166738 0.0027401 0.00814515 0.0100803 0.0142878 0.0164234 0.013904 0.00932994 0.00549442 0.00312476
threshold=0.17076500000000003 38.179089776100007 101.10215645365001 69.563854125350005 0.20949500000000004 88.17067284620002 0.20167500000000002 36.893814626400008 -0.079634999999999997 -0.075639999999999999 0.097970000000000015 -0.089139999999999997 0.087715000000000029 -0.086139999999999994 41.535369675400013 -0.08262499999999999 0.085335000000000022 -0.088224999999999984 62.025417527550012 86.054856297550018 0.10433500000000002 39.685256516350002 0.08729000000000002 91.066142252700018 0.09450500000000002 -0.11103999999999999 0.093580000000000024 -0.117885 0.095750000000000016 0.096995000000000012
decision_type=2 2 2 2 2 2 2 2 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 -3 -6 -2 -8 13 10 11 -10 -13 17 -15 -16 -17 19 -19 -1 21 22 27 -24 25 26 -25 -21 -26 -30
right_child=1 2 -4 -5 5 -7 7 -9 9 -11 -12 12 -14 14 15 16 -18 18 -20 20 -22 -23 23 24 28 -27 -28 -29 29 -31
leaf_value=0.0014891017048096187 -0.0020864553792370004 -0.013792458280625173 -0.0026117147260228939 -0.10032770806663974 0.092939722831984872 -0.0020936177903028252 -0.0016316104732731962 0.00436543736073785 0.00080860403561398809 7.0031922527751314e-05 0.00063959717895679578 0.083575043945258221 0.021247144027365706 -0.012971073456128614 0.005944672100168101 0.0015508325989671201 -0.0064378024776477099 -0.0018407351613296042 0.0084613712200983029 0.029197121309877606 -0.0043842272296535116 -0.0004542022682448975 0.070842419446750723 -0.10061741811097491 -0.10124848138127512 0.087697067592023448 0.049602682862797287 -0.10025605367551804 0.042649024297786192 -0.058946765277313955
leaf_weight=3.135864840634663 0.54440439681456831 0.030941974501388358 0.52593296970639147 0.015484697243890122 0.00840042610420344 0.016184390146079863 0.52039174005422217 0.52836852962954595 0.50791923991960164 20.858106319270931 1.0175482124688948 0.039636406795174661 0.072681341422139667 0.61150439639077792 0.62869804336385149 1.0295985814017741 0.53489478348150843 0.53990706912008934 0.59040102603793798 0.010263644611080494 1.0872279667234241 10.865182908665213 0.033549452055012807 0.012145962832336377 0.013159554894826897 0.027806369459965175 0.012505134408868912 0.012167618710574077 0.0060835675464190331 0.0060261725125998478
leaf_count=614 13 27 84 31 24 31 89 23 8 1233 15 88 29 99 63 21 73 12 59 156 120 933 25 40 10 19 16 37 18 24
internal_value=-2.57106e-06 -0.00104353 -0.00436732 -0.0173699 0.00576449 0.0303785 0.000201867 0.00138972 5.21625e-05 0.000328022 0.00361367 0.00849287 0.0432424 -0.000271777 -0.00215399 0.000862028 -0.00118045 5.10539e-05 0.00354043 -0.00020805 -0.000648393 -0.00027911 0.0139491 0.0250305 0.00525662 0.0350137 -0.024413 -0.0410235 -0.0565172 -0.00790811
internal_weight=43.843 2.19011 0.596944 0.0710115 0.0555268 0.0245848 1.59316 1.04876 41.6529 22.4959 1.63779 0.620237 0.112318 19.157 2.8047 2.19319 1.56449 16.3523 1.13031 15.222 12.0861 10.9989 0.133707 0.111276 0.0777268 0.0524575 0.0246511 0.0224313 0.0252693 0.0121097
internal_count=4034 322 197 113 82 55 125 112 3712 1373 140 125 117 2339 256 157 94 2083 71 2012 1398 1278 345 152 127 75 56 193 52 42
is_linear=0
shrinkage=0.1


Tree=671
num_leaves=31
num_cat=0
split_feature=1 1 0 2 3 4 2 0 0 4 3 1 2 2 2 0 0 4 2 2 2 4 2 2 4 1 4 2 3 4
split_gain=0.000248798 0.0013405 0.00109739 0.00197334 0.0230934 0.00912986 0.00488191 0.0034175 0.00383709 0.00390995 0.00101048 0.000715979 0.0081869 0.00693595 0.00819233 0.00144822 0.0166237 0.0137258 0.00914922 0.0121458 0.00953494 0.0146577 0.0094675 0.00789081 0.00487369 0.00134298 0.0251174 0.010495 0.00238333 0.00295854
threshold=71.015621515800021 70.776348742200014 96.682331287150021 0.061925000000000015 0.094375000000000028 42.310579034350006 -0.096529999999999991 96.163458868000006 95.469836670350006 42.660927378600007 0.083495000000000028 69.999384342500022 -0.058374999999999996 -0.068964999999999985 -0.10051499999999999 90.297243227400017 90.767723400200012 39.861052345600008 -0.10051499999999999 -0.12546499999999997 0.20167500000000002 40.241071441700008 -0.59681499999999998 -0.039434999999999998 42.660927378600007 63.353515844050008 38.625745710700009 -0.5775499999999999 0.080135000000000026 40.241071441700008
decision_type=2 2 2 2 2 2 2 2 2 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 10 7 8 9 -7 -2 15 13 14 -13 25 17 -17 19 22 21 23 -18 -20 -24 -1 -27 -28 29 -29
right_child=2 -3 -4 -5 -6 6 -8 -9 -10 -11 -12 12 -14 -15 -16 16 18 -19 20 -21 -22 -23 24 -25 -26 26 27 28 -30 -31
leaf_value=0.00013321779223401955 -0.06410405692895893 0.0050252717693517017 1.3835808134158315e-05 -0.00057141068913836145 -0.00064728661551813869 0.10002529928730031 -0.10009038126265729 -0.10030896412205946 0.094000448410081483 -0.1001539444831102 -0.10049657558371916 -0.02013822907818431 0.00067284041012437995 0.031652151236372029 -0.1002115411210594 -0.0065227453154754339 0.057090184017942781 0.087322713953438519 -0.041094412453947453 0.074331409822817801 0.001559411921114928 -0.076906260671421534 -0.092014503536971645 0.030648526542910205 0.0065631606055172572 0.0016797583114938047 0.043297982923366111 -0.10013505222339765 -0.09364594287216764 0.020416447663234007
leaf_weight=26.729894514271415 0.010025211888431307 0.55681214339302698 12.43843904120301 1.4993468598558988 0.50992042349287203 0.0015295471530408777 0.0040638132035154531 0.0018406685408152166 0.0067063410394894163 0.0026948593487072792 0.031928741635297797 0.031765768568055464 0.54893989583979497 0.012061527639161795 0.021374517556857597 0.024908953782868504 0.013260821184303495 0.041636689159076923 0.027178428310435265 0.036358905723318458 0.53584701705750604 0.04226889464098349 0.012104391575803675 0.035168487593182363 0.0085635841932614198 0.58925386959823522 0.0074385730458743629 0.0037507448656128872 0.041899765761468033 0.0044524083623698196
leaf_count=1353 27 28 1570 64 53 2 25 3 6 150 53 47 67 7 59 15 9 36 18 17 42 34 15 25 38 102 10 6 117 36
internal_value=-2.07079e-06 0.000165498 -0.000340812 -0.00247386 -0.00748949 -0.0668368 -0.00462676 0.0257494 0.0469768 -0.0276743 -0.0918003 7.14364e-05 -0.00330633 -0.0368074 -0.052346 0.000145118 0.00440153 0.0521951 -7.32459e-05 0.0341752 -0.00383185 -0.0314461 -0.00885716 -0.00062584 -0.0511698 2.42672e-05 -0.0044783 -0.0675399 -0.0839955 -0.0347036
internal_weight=43.8314 29.3249 14.5065 2.06806 0.56871 0.0587892 0.0168352 0.0127714 0.0109307 0.00422441 0.041954 28.7681 0.614142 0.0652018 0.0531403 28.154 0.777296 0.0665456 0.710751 0.0702877 0.640463 0.104616 0.0339288 0.0623469 0.020668 27.3767 0.646795 0.0575415 0.0501029 0.00820315
internal_count=4034 2081 1953 383 319 266 186 161 158 152 80 2053 180 113 106 1873 249 51 198 79 119 77 62 43 53 1624 271 169 159 42
is_linear=0
shrinkage=0.1


Tree=672
num_leaves=31
num_cat=0
split_feature=4 4 2 4 0 4 3 1 4 1 3 4 4 0 2 1 2 1 0 0 2 0 4 4 4 1 4 4 3 4
split_gain=0.000296391 0.000526755 0.00120813 0.0067935 0.0106537 0.00313462 0.00918791 0.0101682 0.0136081 0.00336801 0.000785368 0.000659892 0.000808359 0.00155009 0.0114072 0.0134988 0.0163219 0.00727199 0.0114916 0.000631765 0.0011464 0.000621473 0.00160056 0.000575419 0.00102976 0.000454644 0.00108556 0.00433537 0.00100261 0.00075167
threshold=37.038444968100009 38.478081868400004 0.086310000000000026 39.749124837650008 89.168090812600013 40.890797847750008 0.13041500000000003 76.830756451950009 41.066313126200008 62.041548276350007 0.087795000000000026 38.903925214650009 39.664548207900005 86.256490657300006 0.066710000000000019 63.705703859100005 -0.037054999999999998 70.171445662850019 99.994511703900017 99.128828185900019 -0.033799999999999997 91.066142252700018 38.334060527150008 41.178189531300006 42.047301293400004 61.987779113750001 42.686561923500008 41.646178195200001 0.087555000000000022 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 19 11 4 -4 -5 7 9 -9 -7 -11 -3 13 -13 15 -15 17 -17 -19 20 21 -2 -23 -10 -25 26 27 29 -28 -14
right_child=1 2 3 5 -6 6 -8 8 23 10 -12 12 25 14 -16 16 -18 18 -20 -21 -22 22 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-0.0011444030436385702 0.0028895984443092944 -0.003368130155579701 0.035968687801887632 0.00059141067777325387 -0.090561541142983079 -0.023408276512995853 0.044825708048789881 -0.10047862004687361 0.10005061002433774 -0.062370910859997866 -0.10036666378326359 -0.0011883386300309154 -0.001151019172092692 0.10031086105851941 -0.00040284327722185913 0.023959346994910643 0.070326934077384912 -0.095778561194949582 0.030803693283381162 -0.0020213027934520857 0.0056200592371869369 -0.0048295667303856855 0.0019176530273836588 0.09966887146484886 0.00024073295131353252 0.00014518390741482523 -0.001073696172518925 -0.0097446545465820107 0.0050764784034430174 0.0019299710680065593
leaf_weight=2.1616868642050653 0.89568881457557914 0.56587303499583796 0.0097610122884385087 0.53274362373492923 0.020908638846009353 0.010793172181196908 0.016089049751911944 0.0060809864177073783 0.0076099409925518557 0.0075960731730485556 0.01916638853953645 0.54953600157659532 3.0941000078304262 0.024563976185163483 0.49865440279245377 0.02404398964063148 0.034700777139946126 0.019566262329362871 0.01132182677666016 0.51589723587583813 0.61529760177653781 0.53769919535891464 1.0157019190205216 0.0022636491652008317 0.0019295438860751357 29.923221755727464 0.51909684933475364 0.5586913582679508 0.54164960825482922 1.0642161868271385
leaf_count=627 54 67 12 82 54 28 11 6 6 32 34 28 147 5 2 22 16 47 40 116 48 52 11 9 82 2048 196 89 29 34
internal_value=-2.71555e-06 5.65473e-05 -5.25279e-05 -0.00437803 -0.0502917 -0.0020477 -0.0217037 -0.041011 0.0210494 -0.0705644 -0.0895822 2.0849e-05 7.28717e-05 0.00266806 0.00612605 0.0346353 0.0166368 -0.0172794 -0.0493807 0.00121619 0.00176123 0.00079176 -0.000417851 0.0836608 0.0539159 -1.16251e-05 -0.000823745 -0.00147376 0.00206677 -0.000362517
internal_weight=43.8061 41.6445 38.0642 0.634942 0.0306697 0.604272 0.0715288 0.0554398 0.0178841 0.0375556 0.0267625 37.4292 36.8634 1.16239 0.612851 0.114197 0.0896329 0.0549321 0.0308881 3.58028 3.06439 2.44909 1.5534 0.0118031 0.00419319 35.701 5.77775 4.71701 1.06075 4.15832
internal_count=4034 3407 3126 356 66 290 208 197 103 94 66 2770 2703 160 132 130 125 109 87 281 165 117 63 97 91 2543 495 270 225 181
is_linear=0
shrinkage=0.1


Tree=673
num_leaves=31
num_cat=0
split_feature=4 4 1 2 4 4 4 4 2 0 3 3 2 4 1 1 4 4 0 3 0 0 1 2 3 4 4 0 0 3
split_gain=0.00023989 0.000601061 0.00101735 0.000794511 0.000607682 0.000507095 0.00084382 0.000638582 0.000599353 0.0005607 0.000331183 0.00493219 0.0119594 0.00289084 0.00285268 0.00416575 0.00520273 0.00672271 0.000910574 0.000320184 0.000308599 0.000277573 0.00176393 0.0034043 0.00590472 0.00134784 0.0405865 0.00817517 0.00692178 0.00306611
threshold=37.038444968100009 37.784765830350004 75.951630643300021 0.22598000000000004 37.903039192800001 38.478081868400004 38.903925214650009 39.184300550350009 -0.053159999999999992 94.773526014550015 0.08481000000000001 0.10301500000000002 -0.076484999999999984 35.879804895950009 65.29995953045001 65.611820673600008 36.491284729650012 33.151194885250007 93.55565448145002 0.11768500000000003 92.313586825200005 87.170566421650008 62.116825104000007 -0.59502499999999992 0.093580000000000024 42.67709657435001 43.157831852650006 90.407470010750018 92.805574663100018 0.085495000000000029
decision_type=2 2 2 2 2 2 2 2 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 -2 4 -3 8 -7 -8 9 -6 20 12 14 -14 -12 -16 17 -17 -19 -13 -1 -9 -23 24 -24 -25 27 -27 -29 -30
right_child=1 3 -4 -5 5 6 7 21 -10 -11 11 19 13 -15 15 16 -18 18 -20 -21 -22 22 23 25 -26 26 -28 28 29 -31
leaf_value=-0.0015028549892365096 0.0052629495680603482 -0.0032619836354529173 -0.00086957344291847718 -0.0038187432773803538 -0.00096409264587247784 -0.0038064114770971526 0.0034437218941202143 -0.00023091741470801483 0.0044997697231427261 0.0031801719785575031 -0.050500712041040008 0.0011988379764940247 -0.10035153441837918 -0.041431319057255334 0.1000459854904799 -0.071740564026891968 -0.078052345783239219 0.10003971098424487 0.046615241106810423 -0.0022892657416063921 0.0019395622000678435 0.0055490689093176454 -0.029668901495849005 0.00046986007966173311 0.05551015417375077 -0.10089463784431184 -4.4907381780212813e-05 0.071979207112328455 0.0095267351118950745 -0.10014603707789016
leaf_weight=0.51021994829649109 0.57402851106177522 0.54963423137746659 0.51161702860150615 0.5407555317299132 0.88023908338544721 0.57209998731146683 0.55063165773746092 20.476103761681124 0.53819481034318606 0.51892350525291242 0.0059628648914675222 0.53043914915485235 0.016805589963260648 0.016505685874847131 0.0059510163846425703 0.0045513866583725129 0.0055629320548073449 0.0055661619990132749 0.0074743535549058882 0.52226694928482509 0.53189446592236322 0.62130500689818546 0.011661719650482349 12.604990734899252 0.026935964046799654 0.048255367502861968 2.5883886065283233 0.0054999534750095327 0.0037886326604690268 0.0077915177320191376
leaf_count=149 70 29 54 146 39 73 67 1094 32 39 23 62 66 34 6 21 13 5 54 46 148 55 50 799 29 16 748 10 22 35
internal_value=-2.47064e-06 5.088e-05 0.00237296 -1.12964e-05 4.01703e-05 8.61717e-05 4.70451e-06 6.37198e-05 0.00166381 0.000572938 -0.00102921 -0.00222216 -0.0282471 -0.0711567 0.0125121 0.0254214 0.0062422 0.0328979 0.0694187 -0.000531675 0.000254152 1.25822e-05 0.000325796 0.000113651 0.0297746 3.8622e-05 -0.00200973 -0.0798498 -0.020393 -0.0642648
internal_weight=43.794 41.6308 1.08565 40.5452 40.0044 39.4548 37.5175 36.9454 1.93736 1.39916 2.1632 1.12109 0.06838 0.0333113 0.0350687 0.0291059 0.0231548 0.0175919 0.0130405 1.05271 1.04211 36.3947 15.9186 15.2973 0.0385977 15.2587 2.65372 0.0653355 0.0170801 0.0115802
internal_count=4034 3407 124 3283 3137 3108 2998 2925 110 78 627 330 222 100 122 99 93 80 59 108 297 2858 1764 1709 79 1630 831 83 67 57
is_linear=0
shrinkage=0.1


Tree=674
num_leaves=31
num_cat=0
split_feature=1 1 0 2 3 4 2 0 0 4 0 4 2 3 1 0 1 2 2 4 1 4 2 4 3 3 3 3 0 1
split_gain=0.000259966 0.00106557 0.000719057 0.00124637 0.0208038 0.0079888 0.00441448 0.00308145 0.00341094 0.00353333 0.001204 0.00224346 0.000699937 0.00125714 0.00105707 0.0173359 0.0109157 0.00803942 0.0171181 0.00112236 0.00100276 0.0157897 0.0121864 0.0119582 0.0103917 0.00657316 0.0115409 0.00857187 0.00689034 0.00137065
threshold=71.015621515800021 70.776348742200014 96.682331287150021 0.061925000000000015 0.094375000000000028 42.310579034350006 -0.096529999999999991 96.163458868000006 95.469836670350006 42.660927378600007 94.985914206850012 38.064633603500006 0.010890000000000002 0.11278000000000003 62.132955852800002 90.297243227400017 66.590419433100024 0.070580000000000018 0.20949500000000004 39.184300550350009 65.687097501250022 40.720231579350006 -0.081874999999999989 38.748048509250005 0.09551500000000003 0.08674500000000003 0.084090000000000012 0.080515000000000017 91.394134144600017 62.55235532115001
decision_type=2 2 2 2 2 2 2 2 2 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 10 7 8 9 -7 11 -2 20 14 -14 19 -17 -18 -19 -16 29 23 25 -22 -25 26 27 -23 -27 -1
right_child=2 -3 -4 -5 -6 6 -8 -9 -10 -11 -12 -13 13 -15 15 16 17 18 -20 -21 21 22 -24 24 -26 28 -28 -29 -30 -31
leaf_value=-0.00011109975590159791 -0.00082919760590931593 0.0045123046477138608 -6.2104640810412966e-05 -0.00056805415322408383 0.00010216487979771716 0.10002287616512698 -0.10008175714968928 -0.10027950662637429 0.092769226109054026 -0.1001397451042647 -0.10044323921851069 -0.10009782395866898 0.00106311893452224 0.0058699595714511192 -0.056410291186881546 0.078920672320769297 0.052783967125311519 -0.093611597412201875 0.027808254730824645 -0.10024768400237249 -0.0036519101723411947 0.061500381494776324 -0.10067879187846347 0.060613843000023343 -0.0056097939108304181 0.0022105306927002002 0.088972276321864552 -0.080290488930873205 -0.081583518677180625 0.0034019013394422739
leaf_weight=24.539972083247299 0.0038740070138904015 0.55406328931056137 12.425231778018935 1.4991868166982918 0.51253717937665755 0.0013831725809724249 0.0036793880799449461 0.0016661367341264119 0.0061443333763691044 0.0024334260316609679 0.028510152680389922 0.0055214043567275439 1.5844792948747723 0.5628794030353389 0.0096086593563314837 0.0191413610446034 0.016472223920118267 0.021642733299813699 0.025050599380193717 0.014892460996899226 0.5817401453476484 0.0063068180294214562 0.025450985096085788 0.058985110677895136 0.039605277415830642 0.016715453853976214 0.012434503550025511 0.013160738151782425 0.023765472311509939 1.1632799727058358
leaf_count=1113 12 28 1570 64 53 2 25 3 6 150 35 33 182 34 11 11 23 29 38 38 86 50 42 35 24 16 13 14 38 256
internal_value=-2.828e-06 0.000168568 -0.000349279 -0.00207728 -0.0060766 -0.0655903 -0.00461555 0.0255948 0.0466494 -0.0275989 -0.0902122 -0.0591664 8.48148e-05 0.00177641 0.000414033 -0.00921505 0.0127659 -0.00728131 -0.0284708 -0.0830559 -5.91784e-05 -0.00359578 -0.0411593 0.001806 0.0340108 -0.0202313 0.0137143 -0.0343551 -0.0469831 4.78919e-05
internal_weight=43.7798 29.2896 14.4902 2.06494 0.565749 0.053212 0.0153065 0.0116271 0.00996093 0.0038166 0.0379056 0.00939541 28.7356 2.25417 1.69129 0.106808 0.0823069 0.0631656 0.0466933 0.0245011 26.4814 0.778165 0.097834 0.680331 0.0985904 0.072383 0.0319021 0.0194676 0.0404809 25.7033
internal_count=4034 2081 1953 383 319 266 186 161 158 152 80 45 2053 366 332 150 101 90 67 49 1687 318 173 145 59 131 77 64 54 1369
is_linear=0
shrinkage=0.1


Tree=675
num_leaves=31
num_cat=0
split_feature=0 3 4 2 2 1 0 4 3 2 2 4 1 1 0 0 0 3 3 3 0 1 1 3 1 3 3 1 1 1
split_gain=0.000284778 0.000689877 0.000671667 0.00461836 0.0104901 0.0116133 0.0106799 0.00116742 0.00085837 0.00198584 0.00057515 0.00102918 0.000556814 0.00180564 0.0179764 0.00811906 0.00631261 0.000433485 0.00357294 0.000779128 0.00130304 0.00104397 0.00075163 0.000528261 0.00363144 0.0029397 0.00103619 0.0017994 0.00922191 0.00128679
threshold=96.959242474650011 0.075810000000000016 42.599563320500003 0.066710000000000019 -0.18231499999999998 76.279622535200005 100.27142289135001 47.709122305950011 0.093735000000000027 -0.088224999999999984 -0.078504999999999991 38.334060527150008 81.320481529800006 76.830756451950009 102.70985441565001 101.55650587770002 100.15850764985002 0.11660000000000002 0.11148000000000002 0.41214500000000009 86.103248543850015 61.907125369850007 62.079186690200011 0.10661000000000002 62.046925192600007 0.10433500000000002 0.096315000000000026 61.87486387225001 62.041548276350007 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=17 -2 8 4 7 -6 -7 -4 12 -10 -11 -12 13 -3 15 16 -15 18 23 20 21 -19 -21 25 -25 26 -1 -28 -29 -30
right_child=1 2 3 -5 5 6 -8 -9 9 10 11 -13 -14 14 -16 -17 -18 19 -20 22 -22 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=-4.4850466055526622e-05 -0.0040181977194572943 0.00041628293836977725 0.022797833965766179 -0.0012547757397013885 -0.10072725788839608 0.092602339293214195 -0.10007557994990142 0.095290000694589871 -0.0066612878257879225 0.0029622583503834295 0.00098160722873786546 -0.0043786023696554006 -0.002129752036969424 0.053693311150865175 -0.00086344728323238746 0.081911670877972478 -0.017490447269692521 -0.0013031268556565152 0.0079650215152445771 0.0026927708448819254 -0.0002822278258793589 -0.0076163851798884382 -0.00079961453936262046 -0.0037002471362916722 0.0077593894583153833 -0.0071409370063003005 -6.8163567466396224e-05 0.030949411084402429 -0.001640805221301224 0.0050356795170456818
leaf_weight=24.233691211647002 0.53033783046545835 3.0534160493171498 0.0040737217078506763 0.99597684529323982 0.023001640646583821 0.0076178745059376513 0.0046222602001901054 0.0048858376354328215 0.55398119291410486 0.51785562898905579 1.0327635801159551 0.54841149574732995 0.50968918355503801 0.027260747630101778 0.50628835563960983 0.03916222887346521 0.022942558784420974 0.49992013422615966 0.59194663603772468 1.0341521280615782 2.0589063558480092 0.55019835326834254 1.5250146266963627 0.53176028926827601 0.57612251897707267 0.55984261670891911 1.9269856621843922 0.12174180680449342 0.52568388974759706 0.64028429215309757
leaf_count=1977 305 50 32 46 41 8 304 11 171 15 82 55 324 19 44 31 27 21 48 20 44 19 32 21 41 36 39 34 10 127
internal_value=-3.38176e-06 -0.000527461 -0.000291689 -0.0026585 -0.0342884 -0.0588516 0.0198411 0.0623293 6.97314e-05 -0.00133573 6.9801e-05 -0.000877517 0.000966324 0.00139877 0.00643517 0.0477845 0.0211628 0.000120797 0.0002737 -0.000680597 -0.0017443 -0.00461089 0.000611649 0.000117331 0.00225901 3.2616e-05 0.000178929 0.00186587 0.00476005 0.00202555
internal_weight=43.7585 8.38229 7.85195 1.04018 0.0442013 0.0352418 0.0122401 0.00895956 6.81177 2.65301 2.09903 1.58118 4.15876 3.64907 0.595654 0.0893655 0.0502033 35.3763 29.7081 5.66819 3.10902 1.05012 2.55917 29.1161 1.10788 28.0082 27.4484 3.2147 1.28771 1.16597
internal_count=4034 1565 1260 442 396 353 312 43 818 323 152 137 495 171 121 77 46 2469 2333 136 84 40 52 2285 62 2223 2187 210 171 137
is_linear=0
shrinkage=0.1


Tree=676
num_leaves=31
num_cat=0
split_feature=0 3 4 3 2 2 4 1 1 2 0 4 2 0 4 0 3 2 2 2 2 2 2 1 4 2 0 4 4 1
split_gain=0.000230372 0.000557189 0.000550113 0.000696993 0.00160098 0.000466579 0.000831447 0.000452062 0.00148343 0.000404042 0.00181106 0.00283672 0.0178681 0.00251058 0.00130835 0.0143752 0.0156392 0.00709824 0.00342291 0.00115877 0.000996481 0.0145738 0.00205169 0.000967959 0.00141822 0.000966383 0.00310847 0.00129304 0.00284319 0.00317581
threshold=96.959242474650011 0.075810000000000016 42.599563320500003 0.093735000000000027 -0.088224999999999984 -0.078504999999999991 38.334060527150008 81.320481529800006 76.830756451950009 -0.06828999999999999 86.329079026800017 40.80591513400001 -0.032369999999999996 86.479632682150012 37.828051409500013 93.55565448145002 0.11922500000000003 -0.092990000000000003 -0.12546499999999997 -0.26894999999999997 0.022350000000000005 -0.031449999999999999 -0.018034999999999999 62.009286778800011 37.903039192800001 0.0023400000000000005 87.638358136350021 40.377444152000002 37.52517992975001 75.077881750900005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 7 -5 -6 -7 8 -3 14 11 23 -13 -12 15 16 17 18 19 -1 21 -14 -23 24 -11 26 -15 28 -28 -30
right_child=1 2 -4 4 5 6 -8 -9 -10 10 13 12 20 25 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.013009455081147198 -0.0036073690909199461 0.00037476250317194297 -0.0024072522065237498 -0.0059720246748719537 0.0026716039579536468 0.00088404336427403893 -0.0039304588532332908 -0.0019140196688895638 0.0058419834716007604 -0.0018158980767482098 0.007533679168583142 -0.056510406564342731 0.042439328810409641 0.008330041977439414 -0.00022379004791473717 -0.08232636923950766 -0.055786508431337305 0.083611365625352749 0.032865014516849048 -0.10004025085673714 -0.00062421629617729984 -0.10017649133534418 -0.043814715054867427 -0.0033377882207758164 0.0053093732130614756 -0.00023651818963413146 -0.0010774745186209363 -0.00051565934474524094 0.011271876767425573 0.00042698896303781984
leaf_weight=0.0038024701795542617 0.53159080130146819 3.0525790221196538 1.0373364299474523 0.55601388705698784 0.5168310720638819 1.0321003313404999 0.5497698889871937 0.5103853468224101 0.5926392907709247 0.55044998098157394 0.56248805496033938 0.067179953499980738 0.023876972496509552 0.61360660350692331 20.971211168059121 0.014083045178587827 0.018098755073197026 0.031435098478126852 0.029428774385451106 0.0025597344438269692 0.51364537362834373 0.0099518859085456768 0.01840005859893501 0.54573839099106169 0.56717866761755431 5.6711605810858803 1.0236583354320603 3.0495086412170167 0.58511428171186686 0.50143180042505264
leaf_count=18 305 50 442 171 15 82 55 324 121 29 20 41 2 42 1333 51 13 24 38 145 158 30 41 32 41 262 31 69 47 2
internal_value=-2.76278e-06 -0.000474227 -0.000261992 6.47703e-05 -0.00120095 6.30587e-05 -0.000789209 0.000873349 0.00126362 0.000108916 0.000519111 -0.00205388 -0.00775101 0.00101121 -0.000169537 0.0112757 0.0267249 0.0489388 0.018486 -0.0480249 -0.00196235 -0.0151222 -0.0635984 0.000114372 0.00180006 0.000690639 0.00160139 0.000801201 0.00270423 0.00626705
internal_weight=43.7533 8.37925 7.84766 6.81032 2.65472 2.0987 1.58187 4.1556 3.64522 35.374 14.3034 2.29642 0.633054 12.007 21.0706 0.0994079 0.0853248 0.0672261 0.035791 0.0063622 0.565874 0.0522289 0.0283519 1.66337 1.11763 11.4445 5.77332 5.15971 2.1102 1.08655
internal_count=4034 1565 1260 818 323 152 137 495 171 2469 847 374 272 473 1622 289 238 225 201 163 231 73 71 102 70 453 191 149 80 49
is_linear=0
shrinkage=0.1


Tree=677
num_leaves=31
num_cat=0
split_feature=1 1 3 2 0 1 0 4 0 2 3 3 3 2 2 2 1 2 2 0 2 4 4 0 3 2 4 4 2 0
split_gain=0.000247219 0.00141886 0.000587316 0.00750994 0.0128425 0.00685039 0.00847858 0.00918655 0.000491846 0.000824539 0.0192157 0.0063535 0.00707933 0.00182721 0.00202049 0.000839717 0.00226653 0.000491211 0.00337097 0.00160035 0.0255805 0.0199598 0.00152103 0.0127553 0.0134394 0.00852562 0.00374004 0.00486892 0.00537201 0.00426228
threshold=71.015621515800021 70.776348742200014 0.10249000000000003 -0.078504999999999991 98.674478761850011 75.634392583900009 100.15850764985002 40.206947806850003 96.682331287150021 0.061925000000000015 0.094375000000000028 0.08376500000000002 0.083495000000000028 0.048475000000000011 -0.167075 -0.095854999999999996 71.397382570300024 -0.06828999999999999 -0.053159999999999992 86.329079026800017 -0.018034999999999999 41.827117825850003 37.828051409500013 93.805681087600007 0.11148000000000002 -0.092990000000000003 37.627645350900004 36.491284729650012 -0.095204999999999998 91.937202686950016
decision_type=2 2 2 2 2 2 2 2 2 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 8 -4 -5 -6 -7 -8 9 10 11 12 13 14 -2 16 -13 22 -19 20 21 -20 23 24 25 26 27 28 29 -1
right_child=2 -3 3 4 5 6 7 -9 -10 -11 -12 15 -14 -15 -16 -17 -18 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.033657805499545855 0.035113957290917923 0.0051665706267935256 0.00058347658987928277 -0.10060288759551389 0.061164828154635809 -0.10044274085414454 -0.049315653157690875 0.072555438149102078 4.0892835965632195e-05 -0.00041322842069643523 0.00081864013610019051 0.03144148991817939 0.085210612052446108 0.002270050283315768 -0.10009185245184038 -0.10040493124748523 -0.10017702578153653 0.0076005721145734097 -0.07990666853265449 0.00082407930592806621 0.00042140309364501187 0.021103008653721816 -0.00027748589997970551 -0.10023785411659639 -0.04663251007890791 0.088627876734900579 0.092252472686266532 -0.072828257273425109 0.10009319022908957 0.10002435346797525
leaf_weight=0.012655714738869086 0.0012900047251559466 0.55634706673419643 0.5362695587340649 0.020603210990429166 0.011487225231007869 0.011055490044142857 0.013959107688220174 0.011106237426462107 11.816499255583457 1.4989895963877669 0.50923835526373296 0.0019049338807235463 0.0048899980174610383 0.0037594367167912432 0.0077177209055785401 0.024890546100664324 0.0041777808695115937 0.65199590419780307 0.071200191339584218 6.8635412522105952 1.6138684374662746 0.026974041223575718 19.389471733798946 0.0090164846617502015 0.019836626041069394 0.028148490187481418 0.0052171034907928506 0.0069309714054925911 0.0064412405481562044 0.0029388890252448627
leaf_count=149 37 28 103 31 6 22 34 13 1384 60 34 10 3 3 126 37 50 87 33 305 261 39 1072 20 22 23 10 25 3 4
internal_value=-2.47951e-06 0.000164733 -0.000340473 -0.00339176 -0.0346447 -0.0061001 -0.0274918 0.00468437 -0.000207524 -0.00163466 -0.00491665 -0.0649743 -0.0171018 -0.0562889 -0.0807289 -0.0922653 -0.0589578 6.78011e-05 0.000668821 0.000141804 -0.00259342 -0.0521536 -0.000216889 0.0126682 0.0250575 0.0478721 0.014312 0.000274474 0.0232676 -0.00846467
internal_weight=43.7424 29.2646 14.4778 0.604481 0.0682113 0.0476081 0.0361208 0.0250653 13.8734 2.05686 0.557869 0.0486304 0.0176572 0.0127672 0.00900773 0.0309733 0.00608271 28.7082 9.22758 8.57558 1.71204 0.0981742 19.4807 0.0911855 0.082169 0.0623324 0.0341839 0.0289668 0.0220358 0.0155946
internal_count=4034 2081 1953 209 106 75 69 47 1744 360 300 266 169 166 163 97 60 2053 725 638 333 72 1328 256 236 214 191 181 156 153
is_linear=0
shrinkage=0.1


Tree=678
num_leaves=31
num_cat=0
split_feature=0 2 0 3 2 3 1 1 0 2 0 2 3 2 3 3 3 2 4 0 0 1 4 2 2 3 2 2 0 3
split_gain=0.000214796 0.000777354 0.00751466 0.00305033 0.00643788 0.00202773 0.00468315 0.00704785 0.000446257 0.000424574 0.00139723 0.000552448 0.0147675 0.010245 0.000739732 0.00346981 0.00116411 0.000422429 0.00128162 0.0121184 0.00895413 0.00974531 0.00623474 0.00559598 0.00339809 0.00289546 0.00536196 0.00623347 0.00227039 0.00206548
threshold=97.878695155250014 -0.094519999999999993 99.642323688800005 0.091470000000000024 -0.13125999999999996 0.095750000000000016 83.116371560950014 71.658163008950012 101.18549865570002 -0.083424999999999985 101.10215645365001 0.061925000000000015 0.09117500000000002 -0.078504999999999991 0.089415000000000022 0.081515000000000018 0.088075000000000028 -0.094519999999999993 38.804080188450008 97.39208423365001 94.773526014550015 69.999384342500022 38.748048509250005 -0.097294999999999993 -0.10051499999999999 0.088435000000000027 -0.11963999999999998 -0.12546499999999997 87.638358136350021 0.09914000000000002
decision_type=2 2 2 2 2 2 2 2 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 6 7 -4 -8 -3 -11 12 13 -12 15 -15 -17 18 19 20 21 22 23 24 25 26 27 28 -1 -27
right_child=1 9 5 -5 -6 -7 8 -9 -10 10 11 -13 -14 14 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.028346749738038621 0.04948253214373359 0.0024341564756508011 0.097960174005935333 -0.10026451326258962 -0.10085881477929648 -0.0006833792094155665 0.096429640823532253 -0.10015487497649551 0.02167434106540915 -0.0051480400080359291 -0.10008136745153251 -0.00033009686018819031 -0.0010653674365982255 0.093176680587135297 0.099024572431171146 -0.10005130828834551 0.040392884226937702 -0.00011105798521032962 0.00053804681103605085 -0.10136368752835344 0.077517456849419075 -0.10057559225415512 0.10014216296032022 0.098646602396210717 -0.075582494279457235 0.062529703155742786 -0.089589865038196978 0.10004218278987581 -0.10007064157885392 0.00068378409646043144
leaf_weight=0.0022319623877124876 0.0057006673008359598 0.5458647946191223 0.0021773033350669943 0.010546391297673097 0.005692552114968108 0.51003654439336976 0.0020655630141845896 0.010244017498934832 0.0013018413193904843 0.56634811533699592 0.0032856820404598688 3.0343699227006447 0.51370643156358298 0.0099895352005312521 0.01768250086416856 0.0013892328167819388 0.0010260937589832153 28.968816611929295 9.4095755874735953 0.0086124743009836635 0.022457913755722814 0.0077880015823810203 0.0080622646491974592 0.0057536839412898463 0.0060826453845947972 0.010075565568888223 0.0075088223093189325 0.005163690890185535 0.0035930333176850127 0.011636997060122667
leaf_count=145 35 82 8 29 5 96 4 193 330 127 50 222 75 70 29 38 68 1437 855 8 19 21 2 7 6 17 8 6 18 24
internal_value=-3.03663e-06 -0.000603598 -0.00416847 -0.0615093 -0.0256346 -0.00177597 -0.0370708 -0.0654278 0.0675292 -0.000187567 -0.000532595 0.000197263 0.00312226 0.0675818 0.0858914 0.0671708 -0.040387 7.87724e-05 0.000657112 0.0119775 0.0227811 0.00467612 0.0183131 0.00563734 -0.0059227 0.00461485 -0.0244582 0.0200478 -0.050865 0.029383
internal_weight=43.7188 5.24143 0.547765 0.0219396 0.0113932 0.525825 0.0157887 0.0124213 0.0033674 4.69366 4.1478 3.58145 0.547079 0.033373 0.0300874 0.0124049 0.00241533 38.4774 9.50854 0.0989671 0.0903546 0.0678967 0.0601087 0.0520464 0.0462927 0.0402101 0.0184975 0.0109887 0.005825 0.0217126
internal_count=4034 1461 700 69 40 631 535 201 334 761 679 552 330 255 205 176 106 2573 1136 281 273 254 233 231 224 218 177 169 163 41
is_linear=0
shrinkage=0.1


Tree=679
num_leaves=31
num_cat=0
split_feature=0 2 1 3 2 2 2 3 3 2 4 2 2 2 3 0 3 1 3 4 3 2 3 0 2 3 0 3 3 0
split_gain=0.000217409 0.000409011 0.00331777 0.00166221 0.00162938 0.000258338 0.00139061 0.00092817 0.00179888 0.00114634 0.0125567 0.0252461 0.0357124 0.00135693 0.00165624 0.0011288 0.0014254 0.00239183 0.00102994 0.00236745 0.000742925 0.000720396 0.000592823 0.00124318 0.000517868 0.000392573 0.00134444 0.00106014 0.00194973 0.000582117
threshold=102.89804648475001 -0.0068649999999999996 78.728807892050014 0.088145000000000015 -0.076484999999999984 -0.037054999999999998 -0.033799999999999997 0.096315000000000026 0.10111000000000002 0.04932000000000001 40.984321400500008 -0.016679999999999997 -0.026144999999999998 0.066710000000000019 0.08883000000000002 85.995710218650018 0.11768500000000003 73.553525990900013 0.07469000000000002 41.646178195200001 0.08481000000000001 -0.039434999999999998 0.13041500000000003 85.963448721100022 0.0023400000000000005 0.11148000000000002 86.103248543850015 0.10546000000000001 0.10932000000000001 85.925810307250018
decision_type=2 2 2 2 2 2 2 2 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 21 -7 9 -9 10 24 12 -12 14 -11 -10 17 -17 19 -13 -15 22 25 -24 -8 27 -27 29 -29 -1
right_child=1 -3 3 -5 -6 6 7 8 15 13 11 18 -14 20 -16 16 -18 -19 -20 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.0013645078680124608 0.06334616881082443 -0.0016502807601627681 0.057324505734604583 -0.10011427292817905 -0.10005072941276907 0.0053302122212306952 0.0016277172100480732 0.0065420237632410061 -0.0036750853034392956 0.0069671347442811287 -0.10176687215559657 0.03956240562952415 0.079048090158508666 -0.00041661814905090438 0.00013279736248459489 0.0084537250679633212 6.8694465438295642e-05 -0.00072676952225213091 -0.10052363778585992 -0.10052704074032226 -0.0043061905858685964 -0.0037608051761578703 0.0011379092262712119 -0.0057162018767421413 -0.0027324812186143971 -0.00064985220141137241 0.0053053767539757582 -0.007424127176208742 -2.8628946842976895e-05 -0.00010575593363314678
leaf_weight=3.0756739917953544 0.0031502897512012797 0.50073099308176161 0.0017793449099567094 0.00419412085398016 0.0010438164089947187 0.54507060679315955 0.56629643288494491 0.55355750282751603 0.56473386178750207 0.54545328152986261 0.017431371375151272 0.0018071164461161962 0.02925653284000862 4.0252165613171478 1.0133789040846748 0.60324834910352343 3.544970276132517 0.53589612758241856 0.037596316933388607 0.0036286389136845898 0.55930095268403945 0.54087356102354789 0.51280112611493833 0.54678912230807786 0.52487499504388779 1.0442445649679317 0.59514698835357638 0.54666950398502479 1.0246700617104947 21.637854007055395
leaf_count=659 14 268 406 246 26 14 67 40 38 56 21 18 36 135 11 48 45 32 86 55 148 13 14 51 26 33 61 42 22 1303
internal_value=-2.69332e-06 -0.00205347 -0.0219096 -0.0601837 -0.00086234 2.15619e-05 0.00038094 0.000175427 0.00112017 -0.000573018 -0.00342648 -0.0393877 0.0115391 -2.45166e-05 0.00252421 0.000548367 0.00105756 0.00413488 -0.0946411 -0.0539543 -0.000891137 -0.000144852 -7.73738e-05 -0.00239907 -0.000469624 1.07235e-05 0.00151207 -8.29157e-05 -0.00260152 7.72229e-05
internal_weight=43.7073 0.510899 0.0101676 0.00701728 0.00282316 43.1964 13.6717 13.1266 5.80241 7.32424 1.18089 0.08972 0.0466879 6.14335 1.55883 5.24885 4.68411 1.13914 0.0430321 0.00543576 4.58452 29.5247 28.9838 1.05959 1.09117 27.9243 1.63939 26.2849 1.57134 24.7135
internal_count=4034 960 692 678 432 3074 876 862 203 659 309 216 57 350 67 163 125 80 159 73 283 2198 2185 65 93 2120 94 2026 64 1962
is_linear=0
shrinkage=0.1


Tree=680
num_leaves=31
num_cat=0
split_feature=2 2 4 2 3 2 4 4 0 0 0 3 3 3 3 4 4 3 0 2 2 0 1 0 2 1 3 3 2 4
split_gain=0.000206167 0.00114641 0.00752208 0.00101637 0.00358266 0.00148231 0.0135095 0.0318235 0.0260809 0.0305476 0.00213262 0.00670961 0.00133492 0.000971142 0.000854801 0.0020785 0.00282876 0.00526594 0.00436122 0.00617169 0.00111751 0.000761434 0.00269912 0.0138505 0.00415998 0.00125093 0.00116229 0.00199643 0.00110816 0.00196655
threshold=-0.094519999999999993 -0.08854999999999999 41.685324604100011 -0.086139999999999994 0.10249000000000003 -0.081354999999999997 42.622319549950006 41.535369675400013 86.135510041400025 89.705782438650019 87.638358136350021 0.091290000000000024 0.087905000000000025 0.092835000000000015 0.10433500000000002 33.151194885250007 37.784765830350004 0.094175000000000023 90.297243227400017 -0.10946499999999999 -0.122095 86.103248543850015 61.923256118600001 85.732241321850012 -0.13509999999999997 55.782817748650011 0.093905000000000016 0.10010000000000002 -0.23349 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=14 2 -2 4 12 6 7 10 -9 -10 -5 -12 -3 -8 15 -1 17 18 19 20 -17 22 23 24 25 -18 -23 -28 29 -27
right_child=1 3 -4 5 -6 -7 13 8 9 -11 11 -13 -14 -15 -16 16 21 -19 -20 -21 -22 26 -24 -25 -26 28 27 -29 -30 -31
leaf_value=-0.071418767302202826 4.964722904775151e-05 0.0018781093157734493 -0.012223016982966711 -0.094727628825743398 0.0090547339445269694 9.0766568716604725e-05 -0.0026402804831644512 0.086909939504667688 -0.10096954914727663 0.070483225905140348 -0.10053656457906034 0.015711995145838108 -0.0042207662821642285 0.0033687129041629505 -0.0033432648327779233 0.011224154064669008 -0.071515591377463009 0.065823716955627359 -0.10007293806516065 -0.10011149941182539 0.10003634780251135 0.00068954302373240833 0.0019423927414710406 0.081506164454472771 -0.082158933484735228 0.029691030604624427 -0.0068100705611129882 0.001690881053517978 0.03947682133864111 -0.065946829798285533
leaf_weight=0.004003189171568943 3.5325687297288777 1.0323381419349176 0.58164243630387069 0.045731528129168642 0.5616168522872157 26.175976476713295 0.546690362159864 0.028825398087064968 0.02719589724438265 0.016818034413017102 0.013038133267000429 0.0080185720772654734 0.55013608045882723 0.5294067232098314 0.57665526699338343 0.002016950170177001 0.0020122532329206457 0.018139890733666952 0.0042699077021671203 0.0029285655473366146 0.004761426302138716 7.2390252580202841 1.0359332432234962 0.023604020534548908 0.0083372859444350578 0.0048783596515384314 0.58389829913136793 0.52434696368234768 0.0077659969561381667 0.0038443408747070862
leaf_count=119 62 34 99 12 17 1749 66 8 9 42 31 22 35 12 145 75 61 36 96 5 8 843 176 8 23 50 115 23 33 20
internal_value=-2.80601e-06 -0.000121492 -0.00168539 9.63519e-05 0.00219307 -6.7769e-05 -0.00348123 -0.0327458 0.0129689 -0.0354562 -0.0826023 -0.0562681 -0.000242122 0.00031596 0.000394728 0.00062235 0.000652817 0.0302803 -0.0158499 0.0211984 0.0736097 0.000551951 0.00304229 0.0256309 -0.0235109 0.00291827 0.00022784 -0.00278799 0.0120021 -0.0124593
internal_weight=43.6964 33.65 4.11421 29.5358 2.14409 27.3917 1.21572 0.139628 0.0728393 0.0440139 0.0667882 0.0210567 1.58247 1.0761 10.0464 9.46977 9.46576 0.0321167 0.0139768 0.00970694 0.00677838 9.43365 1.08638 0.0504423 0.0268382 0.018501 8.34727 1.10825 0.0164887 0.0087227
internal_count=4034 2198 161 2037 86 1951 202 124 59 51 65 53 69 78 1836 1691 1572 220 184 88 83 1352 371 195 187 164 981 138 103 70
is_linear=0
shrinkage=0.1


Tree=681
num_leaves=31
num_cat=0
split_feature=1 1 0 3 4 1 4 4 2 4 4 2 2 2 4 4 2 1 3 3 0 3 3 2 3 2 3 4 3 1
split_gain=0.000205464 0.00172109 0.000557298 0.00260021 0.0170822 0.0170597 0.00318402 0.00955234 0.00126216 0.00586694 0.0158183 0.0080884 0.0046214 0.0324969 0.00581311 0.0132736 0.001686 0.000870412 0.000792972 0.00260982 0.00414191 0.00127052 0.00146731 0.00293105 0.00117288 0.00226992 0.00123183 0.00369595 0.000936801 0.000838355
threshold=71.015621515800021 70.776348742200014 87.170566421650008 0.07925500000000002 42.899217095850013 63.705703859100005 38.903925214650009 35.782584506850007 -0.094519999999999993 40.720231579350006 39.861052345600008 -0.116995 -0.070909999999999987 -0.084275000000000003 42.536568606950006 37.52517992975001 -0.13125999999999996 62.181348099150007 0.091290000000000024 0.087555000000000022 86.20003303655001 0.10301500000000002 0.096315000000000026 -0.12546499999999997 0.081965000000000024 -0.081354999999999997 0.078105000000000022 41.770271989050009 0.086030000000000009 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 18 4 5 -4 7 -7 9 10 11 16 13 -10 15 -15 -5 -11 19 24 -21 22 -20 -24 26 28 -1 -28 -26 -23
right_child=-2 -3 3 8 -6 6 -8 -9 12 17 -12 -13 -14 14 -16 -17 -18 -19 21 20 -22 29 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00035840645670666952 -0.00031124058773212833 0.005649471489430488 0.099097312424594561 -0.05587642338586947 -0.00012914719384910946 0.052291163985405557 0.040607433478141448 -0.053270176804030622 0.00098993848074566712 0.003902747327558442 0.085297057778771432 0.030918172275520597 0.00076196395256712983 -0.0087913081359553471 -0.021012402800046265 -0.10057826469608344 -0.011609311292483812 -0.0017923547441851758 0.00060032076506839741 0.00093034311433597475 -0.010989374058959724 -0.0011681174715587335 -0.0010287051309402404 0.0091691734719949024 0.0034120550335414003 0.0070027536553117081 -0.0099989821129240659 0.001864399088803891 -0.001396374243004068 0.0017893404592770933
leaf_weight=4.0846143356981228 14.457491193126456 0.55812537978470445 0.036964123421055706 0.018176228907577752 0.5164469767605544 0.015278948993426411 0.023663633590331301 0.019529517365697302 0.60115526980729328 0.51540117710828759 0.031286613608244807 0.040616529930957657 4.2488912366950737 0.022254774730868898 0.028767780459020287 0.05394706617190792 0.016337287583155558 0.55988982322742231 5.1200839411896162 0.55489093843919401 0.61419887743977597 5.5578853356513633 0.51338789282544894 0.62489816999192249 0.5545950779898029 0.57562566963470363 0.53698649668592657 0.51395376397026382 1.5038443580136513 1.1582450661905097
leaf_count=545 1953 28 33 28 57 22 14 25 56 4 13 28 232 14 7 56 12 85 99 93 39 105 16 63 126 82 23 80 17 79
internal_value=-2.89861e-06 0.000149663 4.25668e-05 0.000837147 0.00705344 0.0459215 0.0123056 -0.00693472 0.00021733 0.00315401 0.025552 0.000672188 -0.00048303 -0.0079744 -0.0593127 -0.0737719 -0.0349222 0.000937383 -0.00020214 -0.000926883 -0.00533186 0.000297167 0.00132229 0.00456974 -0.000264068 0.0014515 -0.001144 -0.00419729 -0.000100863 -0.000658083
internal_weight=43.6774 29.2199 28.6618 6.74861 0.611883 0.0954362 0.0584721 0.0348085 6.13672 1.18171 0.106417 0.07513 4.95502 0.706125 0.10497 0.0762018 0.0345135 1.07529 21.9132 8.93871 1.16909 12.9745 6.25837 1.13829 7.76962 2.63407 5.13555 1.05094 2.05844 6.71613
internal_count=4034 2081 2053 686 151 94 61 47 535 170 81 68 365 133 77 70 40 89 1367 1005 132 362 178 79 873 225 648 103 143 184
is_linear=0
shrinkage=0.1


Tree=682
num_leaves=31
num_cat=0
split_feature=2 2 0 2 2 3 1 1 2 1 3 4 4 2 1 4 4 0 4 2 2 2 4 3 2 3 4 1 4 4
split_gain=0.00018715 0.00115829 0.000931901 0.00845443 0.00931672 0.00703107 0.00133545 0.00214057 0.0012631 0.00067001 0.00270809 0.00740846 0.00654101 0.000956329 0.000759611 0.000535203 0.00259457 0.00178439 0.0318279 0.00732364 0.00818324 0.0111289 0.0130983 0.0033892 0.00496001 0.00257404 0.00155114 0.00129185 0.00125955 0.00115213
threshold=-0.06828999999999999 -0.072524999999999992 85.963448721100022 -0.018034999999999999 -0.053159999999999992 0.10371000000000001 62.079186690200011 61.998532946250002 -0.0019399999999999999 62.095317438950012 -0.10565499999999999 40.206947806850003 38.903925214650009 0.12427500000000002 62.132955852800002 41.806790701050012 41.685324604100011 86.103248543850015 41.942745071500006 -0.076484999999999984 -0.08262499999999999 -0.083064999999999986 43.426640904350009 0.096515000000000031 -0.116995 0.085910000000000028 41.535369675400013 61.93400995115001 41.436838994450007 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 15 3 4 -2 -6 7 8 -4 -8 11 12 13 -11 -12 16 26 18 -17 20 21 22 27 24 25 29 28 -20 -1 -24
right_child=2 -3 6 -5 5 -7 9 -9 -10 10 14 -13 -14 -15 -16 17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00019216518108679053 -0.0022150464394904974 -0.0046243185116094038 0.003342591753291789 -0.0002671526060535944 -0.020525935413248354 -0.10061785187679731 -0.0034136104965232228 0.0076232249022211559 -0.0015827113294555912 -0.035218986895399505 0.0038721322610355499 -0.064363992094512879 0.085970590640904551 0.032112871661717772 -6.500195166452422e-06 0.093252038154867961 -0.0072502928354844388 0.00040321565486108014 -0.035759741052885055 0.10015377608736993 -0.10047041092271446 0.098789472241306575 -0.059555142691203905 0.07725641875815778 -0.10011419013034771 0.10004146193349853 0.0050126349053138224 -0.1001295791807012 -0.0050774148465002576 0.011549182821864698
leaf_weight=13.944905879273328 0.052464407964180282 0.57455519761371832 1.0705837856367004 1.5778645154547284 0.019960275549683604 0.024310617365770781 0.53154127710149524 0.6240787133174307 1.0136863234638465 0.0069175610202617532 0.52387157815974461 0.0069871661709477442 0.018375390430577454 0.0030348939866797764 13.967360449769719 0.03447111760033239 0.53733169896973798 7.9485599286912914 0.0037569644651713743 0.0046358369290828696 0.013308292681131206 0.007660376641979382 0.0026789302995524579 0.0062264037842396638 0.0045155646921841734 0.0030686754034832111 0.5544045180109628 0.018325999230427215 0.54852819836799049 0.015258025343882764
leaf_count=1113 28 54 33 241 33 17 9 53 20 37 11 55 15 39 857 9 34 931 25 1 29 11 122 5 28 3 57 78 32 54
internal_value=-2.44092e-06 -0.000187918 0.00022865 -0.00202647 -0.030723 -0.0645071 0.00044121 0.00248552 0.000947167 7.3521e-05 0.000201119 0.0278593 0.0506065 -0.0146869 0.000133716 -8.01287e-05 -0.0004223 0.000581306 0.0130087 -0.0218131 -0.0293723 -0.0139847 -0.0300331 0.0111072 -0.00503126 0.0154087 -0.000178484 -0.0891784 -0.000377056 0.00092957
internal_weight=43.6632 24.2222 19.441 1.6746 0.0967353 0.0442709 17.7664 2.70835 2.08427 15.0581 14.5265 0.035315 0.0283278 0.00995246 14.4912 23.6476 15.5852 8.06247 0.113906 0.0794351 0.0747992 0.0614909 0.0538306 0.0317476 0.0255212 0.0210056 15.0478 0.022083 14.4934 0.017937
internal_count=4034 2586 1448 319 78 50 1129 106 53 1023 1014 146 91 76 868 2532 1236 1296 365 356 355 326 315 212 207 179 1202 103 1145 176
is_linear=0
shrinkage=0.1


Tree=683
num_leaves=31
num_cat=0
split_feature=3 3 4 1 4 2 2 2 4 2 2 3 3 1 2 3 3 4 4 4 2 0 0 3 2 1 2 0 0 0
split_gain=0.000173131 0.00331861 0.000779942 0.00190714 0.000714826 0.00126665 0.000314036 0.000538455 0.000378467 0.000293299 0.00156576 0.00208094 0.00171659 0.00109344 0.00169762 0.00131013 0.000957285 0.00170511 0.00140429 0.00387251 0.00255031 0.00317462 0.00316418 0.00679936 0.00191369 0.000949181 0.000852923 0.000775274 0.00120865 0.0028165
threshold=0.11660000000000002 0.11148000000000002 41.436838994450007 62.272755675600003 40.280372415600006 -0.054619999999999995 0.19040000000000004 0.26336000000000009 38.539340721750001 -0.079634999999999997 -0.077085000000000001 0.091290000000000024 0.10335500000000002 61.93938686740001 -0.074999999999999997 0.09551500000000003 0.10433500000000002 41.436838994450007 37.784765830350004 33.151194885250007 -0.081629999999999994 85.121961326250016 90.111739616350022 0.094175000000000023 -0.10423499999999999 62.009286778800011 -0.10623499999999998 86.256490657300006 85.705356740550016 85.57631075030001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 -4 5 -2 9 -8 -9 16 11 -11 13 -12 -15 25 18 -18 19 26 21 24 -23 -24 -21 -16 -1 28 29 -20
right_child=2 -3 3 -5 -6 -7 7 8 -10 10 12 -13 -14 14 15 -17 17 -19 27 20 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.1003173283888712 -0.0051227101303729069 0.0074191870931243561 -0.0051129709111789393 0.00043602623112175547 0.0016732893898539873 0.00088788188140955535 -0.0038283682640000323 0.0018972786413305885 -0.0019158487112063212 0.0082674090391637901 0.0031589595200344658 -0.00060134757994867785 0.0050148815898308323 -0.0056925986194353599 0.0041229735085609454 -0.0047242419481137929 -0.0071932260903271403 -0.00023010345734795256 -0.029992720915199379 0.023433574824222508 0.096763342985813905 0.056257178267701761 -0.10006324965443375 0.043138927547883156 -0.10017936140017634 -0.00010508583793285467 -0.0020544161581444289 -0.00044171198571277465 0.0022026910586637229 -0.0010576624438986923
leaf_weight=0.0031416752809837051 0.53225828082676896 0.60594432293866773 1.0457953996412075 1.5190104732963998 2.0638918942598536 1.0273319098433846 0.58493150311645248 0.51318234941815255 0.52821463597618734 0.55408548707445315 0.94710011314097542 0.50632755581621147 0.67383670600078716 0.5709390254171528 0.55288183879155539 0.59622753247844507 0.53773530822184668 1.0163926345131242 0.035957934502158451 0.0020037030896058461 0.0045657376394956364 0.018887509696810412 0.0050219762227039369 0.009758456983350261 0.0033401205992049645 13.394945239791081 0.0012288653846841404 12.64779769450862 2.6250444130100732 0.52195142857522114
leaf_count=114 74 78 34 35 37 31 96 83 80 90 192 8 95 43 33 80 41 25 363 70 4 33 109 36 7 736 15 1261 91 40
internal_value=-2.17269e-06 7.87723e-05 -0.000492181 -0.00182657 0.000452336 -0.00116342 -4.19121e-05 -0.00140049 -3.68058e-05 2.08058e-05 0.000306382 0.00403274 7.02746e-05 -0.000137161 -0.000343695 -0.00013372 -0.000270726 -0.00263938 -3.88939e-05 0.0170489 0.026049 0.017773 0.0291379 -0.00551715 -0.0538298 6.25114e-05 -0.0726887 -9.06493e-05 0.00130433 -0.00292256
internal_weight=43.6497 37.4614 6.18829 2.56481 3.62348 1.55959 36.8555 1.62633 1.0414 35.2292 17.7963 1.06041 16.7359 16.0621 15.115 14.5441 17.4328 1.55413 15.8787 0.047948 0.0435775 0.0390118 0.0336679 0.0147804 0.00534382 13.9478 0.00437054 15.8308 3.18295 0.557909
internal_count=4034 3823 211 69 142 105 3745 259 163 3486 1277 98 1179 1084 892 849 2209 66 2143 388 259 255 178 145 77 769 129 1755 494 403
is_linear=0
shrinkage=0.1


Tree=684
num_leaves=31
num_cat=0
split_feature=0 1 2 0 3 3 3 4 1 1 1 2 1 2 4 0 1 4 4 1 3 0 1 3 1 3 1 0 0 4
split_gain=0.000199062 0.00115239 0.000808148 0.00767024 0.00453531 0.00646169 0.00634579 0.00613487 0.00323987 0.00366811 0.00248159 0.0037886 0.0036843 0.00204349 0.00183214 0.000802649 0.00169082 0.000783673 0.0346357 0.00704438 0.00539596 0.000831137 0.000785854 0.00208828 0.00826045 0.00476689 0.00503653 0.000875759 0.00757211 0.00764404
threshold=87.170566421650008 62.116825104000007 -0.16080999999999998 88.098084476650016 0.10828500000000003 0.10040500000000002 0.097450000000000023 48.86568841230001 83.116371560950014 75.634392583900009 69.64719632740001 -0.58559499999999998 71.246828915000023 -0.51146999999999998 39.110279783550006 86.83719761350001 62.020040611300011 42.67709657435001 43.157831852650006 64.407391431150018 0.086030000000000009 96.163458868000006 63.530954080650012 -0.097689999999999985 68.20618276945001 -0.11303999999999999 71.246828915000023 93.399723909900004 90.767723400200012 39.861052345600008
decision_type=2 2 2 2 2 2 2 2 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 6 7 8 9 10 13 -12 -13 -5 -10 -1 -17 22 19 -19 -21 -20 -4 24 -24 26 -26 28 -25 -30
right_child=1 2 17 4 -6 -7 -8 -9 14 -11 11 12 -14 -15 -16 16 -18 18 21 20 -22 -23 23 27 25 -27 -28 -29 29 -31
leaf_value=-7.6930270453308143e-05 0.0044927414835926752 0.093892308638351463 0.0017284248314059132 -0.10018244103596224 0.046658804025169497 -0.10013115189257343 0.070060089001352646 0.084916105029975819 -0.034202055697042703 -0.093668721848146091 0.055302994497496573 0.022862805601646288 -0.10012070274889884 -0.0067311630895956825 0.097145443592320024 0.0012339184782753088 -0.0066935274935706907 -0.10081714198588761 0.0023086160928169476 0.046820361339336092 -0.071255742742961023 -0.0013498411957501987 -0.047407227602749638 0.00039925175606183222 0.045517364146386609 0.08486039497264744 -0.10006595414819955 9.3086307226028685e-05 -0.0077348852431170859 -0.067659995970076256
leaf_weight=20.818292914750455 0.61132327427186339 0.0096275031754758933 3.1087667736910811 0.0056793538769852603 0.016206837340384084 0.0074460684233135224 0.01027298977253821 0.0052492505845644693 0.0016709163752819797 0.0094095351245008646 0.0074578514788909934 0.0048118738534341822 0.0049332689795082985 0.0039795073422084146 0.0029140605327322988 0.5189836393110443 0.55867489751835819 0.040843946568201228 1.0469324637918331 0.0065949157403841765 0.0093680466466743439 1.5262734650363072 0.011863759558749742 0.63072662249625189 0.0077938119502505288 0.017274049137085967 0.0034187069182582963 14.549293219338558 0.055864166250103153 0.03439090073121065
leaf_count=1327 56 28 57 15 35 30 14 26 72 75 19 12 65 42 95 7 42 12 215 26 33 413 18 99 12 11 113 988 34 43
internal_value=-1.83364e-06 0.00021244 8.86572e-05 0.00956248 -0.000582091 -0.0125779 -0.00101446 -0.0168509 -0.029926 -0.039938 -0.0211164 0.00165855 -0.039395 -0.06168 0.0492781 -0.000214683 -0.00287579 4.83038e-05 -0.00156645 -0.0788024 -0.0224739 0.000138636 0.000278866 -1.54612e-05 0.022704 0.0519031 0.00112888 -7.54952e-05 -0.00347744 -0.0305688
internal_weight=43.6463 21.7504 21.1391 0.089659 0.0800315 0.0638247 0.0563786 0.0461056 0.0408564 0.0362714 0.0268619 0.017203 0.00974514 0.00965886 0.00458498 21.896 1.07766 21.0494 2.63001 0.0568069 0.015963 2.57321 18.4194 15.3106 0.0403503 0.0284866 0.0112125 15.2703 0.720982 0.0902551
internal_count=4034 2658 2602 528 500 465 435 421 395 228 153 96 77 57 167 1376 49 2074 699 71 59 628 1375 1318 154 136 125 1164 176 77
is_linear=0
shrinkage=0.1


Tree=685
num_leaves=31
num_cat=0
split_feature=3 3 4 1 4 2 3 1 1 3 1 3 3 3 1 0 2 1 2 0 4 4 3 2 4 0 0 1 2 2
split_gain=0.0001983 0.00264235 0.00074737 0.00151383 0.000572068 0.00102582 0.000270231 0.0036188 0.00211324 0.000644502 0.000283434 0.000797917 0.000704818 0.00272977 0.00128305 0.00155863 0.00825765 0.00678574 0.00773219 0.00677005 0.00211067 0.00141886 0.00117254 0.000659816 0.00144186 0.00649823 0.00741668 0.00566238 0.00430617 0.00147219
threshold=0.11660000000000002 0.11148000000000002 41.436838994450007 62.272755675600003 40.280372415600006 -0.054619999999999995 0.10507500000000002 62.046925192600007 65.687097501250022 0.10335500000000002 62.009286778800011 0.10220000000000003 0.094175000000000023 0.10301500000000002 61.998532946250002 85.877418060900013 -0.083064999999999986 61.950140699950005 -0.037054999999999998 84.390700714750025 42.094663496250007 40.750688432250008 0.08376500000000002 -0.095204999999999998 38.334060527150008 97.39208423365001 94.773526014550015 69.64719632740001 -0.10946499999999999 -0.11103999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 -4 5 -2 9 -8 -9 10 12 23 14 -14 15 16 -1 18 -18 21 22 -20 -17 24 25 26 27 28 -12 -26
right_child=2 -3 3 -5 -6 -7 7 8 -10 -11 11 -13 13 -15 -16 20 17 -19 19 -21 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.00044275960847848833 -0.0046019220365678152 0.0066522159115407183 -0.004755946877070605 0.00018671260472132104 0.0014917184114955238 0.00080248264127759069 -0.0053492606411276247 0.0072068341247719884 -0.0014998718908643058 0.0033005560227893204 0.048621276839234964 -0.004001023692421531 0.0077073379867470208 -0.00029871272269477926 0.0044689596214423323 -0.0021474941275270599 -0.10020710110863013 0.068800609919235076 -0.10007549933300031 0.099734397491252014 0.00023072943196474633 0.012657925776166777 -0.0088372757177167596 -0.00038576716051419527 -0.00016617787980855039 -0.089331512316930789 0.064325844875852939 -0.10047107892169163 -0.049447716366878107 0.0027462058344322865
leaf_weight=1.0372206993066602 0.53382659928871357 0.60271019082069344 1.0478394929560297 1.5164562394915577 2.0612300384948981 1.0267305810992624 1.0410336393360899 0.55698886269482262 0.55807867782913123 0.59745264706665935 0.0093898817943102574 0.52743942856274983 0.61215196426343266 1.3996018855614238 0.52787300624004263 0.50789917747897584 0.0060090195283919448 0.032797453645343921 0.0027925122521780255 0.0072073646294654736 1.5229079067066775 0.0018600901233556399 0.54115767743678589 19.508712292193685 5.1976074517459638 0.009777112993632403 0.012749740917222141 0.0077391706601908075 0.0085583055579167445 2.6058489218937693
leaf_count=372 74 78 34 35 37 31 32 34 70 53 48 27 66 7 27 22 19 15 18 10 17 134 28 1529 888 143 14 18 13 141
internal_value=-2.19903e-06 8.44552e-05 -0.000526706 -0.00183299 0.000398168 -0.00104623 -2.29922e-05 -0.00110926 0.00284923 4.45333e-05 -1.25354e-05 -0.000148492 0.000599053 0.00213743 -0.000139972 -0.000804734 0.00236834 0.0417879 -0.00779235 0.0390309 -0.00214688 -0.0550052 -0.00559843 -7.42248e-05 0.000699851 -0.0165401 0.00197555 -0.0289716 0.00185865 0.00080637
internal_weight=43.6296 37.4436 6.18608 2.5643 3.62179 1.56056 36.8409 2.1561 1.11507 34.6848 34.0873 27.8878 6.19948 2.01175 4.18772 3.65985 1.08789 0.0506664 0.017869 0.01186 2.57196 0.0046526 1.04906 27.3604 7.85167 0.0482142 0.0384371 0.0256874 0.0179482 7.80346
internal_count=4034 3823 211 69 142 105 3745 136 104 3609 3556 2821 735 73 662 635 568 196 181 162 67 152 50 2794 1265 236 93 79 61 1029
is_linear=0
shrinkage=0.1


Tree=686
num_leaves=31
num_cat=0
split_feature=4 4 0 0 2 0 4 4 2 0 1 1 2 1 4 1 4 4 1 1 1 2 1 1 1 0 2 2 3 2
split_gain=0.000254563 0.00098023 0.00160811 0.000618764 0.00559242 0.0111089 0.00317079 0.00412755 0.00251543 0.00167002 0.00126161 0.000774202 0.0012702 0.000671407 0.00268192 0.00636958 0.00146971 0.00458305 0.00100202 0.00811175 0.000925236 0.00975989 0.0108921 0.0122623 0.00854449 0.0046682 0.000910456 0.00138722 0.00176582 0.00135482
threshold=40.563919884450009 40.720231579350006 87.278104746850019 85.812895065800021 -0.091919999999999988 85.732241321850012 41.385032804600009 41.646178195200001 -0.116995 85.877418060900013 61.950140699950005 62.041548276350007 -0.086719999999999992 61.993156030000002 42.824128352900011 61.923256118600001 41.218101594450012 40.984321400500008 62.095317438950012 62.041548276350007 72.378669787950017 -0.083954999999999988 75.408562100950022 75.634392583900009 78.285212300550015 102.1049513363 -0.08786999999999999 -0.096529999999999991 0.081765000000000018 -0.032369999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 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 -9 -5 -6 12 -12 14 15 -11 17 -15 19 -18 26 22 -22 -24 -25 -26 27 -20 -29 -28
right_child=1 3 -4 9 10 -7 7 8 -10 13 11 -13 -14 16 -16 -17 18 -19 20 -21 21 -23 23 24 25 -27 29 28 -30 -31
leaf_value=0.00029666106788680413 -0.0071643436140884616 -0.10012226487258054 -0.00033356880627073032 -0.0057497890254401439 -0.0034927614315830181 0.088057924814397975 0.09996677595298048 0.0022411921342229261 -0.10004995020596492 0.00068885225684991178 1.0051584139500204e-05 -0.0010079441054837062 0.0068919660332033119 0.00037205604191876528 0.0024128088400422174 -0.012356417915430677 0.00036471713775462891 0.0099262750973746205 0.00046429940918414061 -0.012172267391916555 -0.10070347384038186 -0.00053002442715274702 0.099934824719461496 -0.085221304904220696 0.040981825464488711 -0.074078085344579006 0.0055281532055946117 0.00063900213182756498 -0.0075899756905137856 0.00084309069749425854
leaf_weight=17.26473595159511 0.52106492214946687 0.0030825461509208221 1.0179471162318723 0.52963925653966981 0.52796181663650776 0.022019390075001866 0.0040740187325809521 0.023416447347370386 0.0026790530523754822 1.015992384898712 0.50326250210628132 0.52423899675411401 0.57419022471549375 3.0545067350846904 1.032880517603189 0.5925968514775376 3.1107286554324687 0.60082840521272274 4.1113704161153066 0.61874845000420453 0.020271494199196861 2.0355663050432771 0.0079902526414343811 0.01827240617483028 0.013666238966728805 0.004752354929925171 0.72674549600469607 0.50418309653468873 0.54012420222167634 4.0962649362301971
leaf_count=1529 72 12 39 27 175 12 3 214 35 25 21 75 48 80 12 33 67 63 275 57 55 337 9 57 37 335 153 11 44 122
internal_value=-1.82293e-06 -0.000197325 -0.00264627 -4.54735e-05 0.0015616 0.0329656 -0.00351627 0.00635437 -0.00826037 -0.000200601 0.000746558 0.00214395 0.00367752 -6.76442e-05 -0.00156366 -0.00411697 0.000135381 0.00194249 -0.000282464 -0.00171526 0.000159916 -0.00174765 -0.0399072 -0.0123244 -0.0367713 0.0112941 0.00056146 -0.000362406 -0.00361709 0.00154905
internal_weight=43.6238 26.3591 1.53901 24.8201 2.18492 0.0552715 0.0332521 0.0301695 0.0260955 22.6351 2.12965 1.60169 1.07745 22.1055 2.64147 1.60859 19.464 3.65534 15.8087 3.72948 12.0792 2.10052 0.0649527 0.0446813 0.036691 0.0184186 9.97869 5.15568 1.04431 4.82301
internal_count=4034 2505 111 2394 595 276 264 252 249 1799 319 144 69 1772 70 58 1702 143 1559 124 1435 830 493 438 429 372 605 330 55 275
is_linear=0
shrinkage=0.1


Tree=687
num_leaves=31
num_cat=0
split_feature=0 1 3 3 1 3 2 0 4 1 4 1 3 3 0 0 3 1 2 1 4 4 4 2 2 3 0 0 2 4
split_gain=0.000252781 0.00147378 0.000901474 0.00235305 0.00453881 0.00104504 0.00113254 0.00153173 0.0142695 0.0166549 0.00902017 0.00270556 0.000906847 0.000884792 0.00249063 0.000873723 0.00137169 0.000758581 0.00411647 0.00108786 0.000874351 0.000952475 0.000706679 0.00767849 0.0138521 0.00423484 0.00828016 0.00766106 0.00517468 0.00251368
threshold=87.170566421650008 62.116825104000007 0.091290000000000024 0.087555000000000022 61.923256118600001 0.086520000000000027 -0.073609999999999995 86.643628628100018 39.577821550850011 62.020040611300011 41.035283712600005 61.923256118600001 0.10301500000000002 0.096315000000000026 86.83719761350001 86.565663342300013 0.082935000000000023 61.982402197500001 -0.037054999999999998 61.907125369850007 40.280372415600006 41.481306584950012 42.434124620650003 -0.086719999999999992 -0.096529999999999991 0.08674500000000003 97.39208423365001 96.163458868000006 -0.15076499999999998 47.709122305950011
decision_type=2 2 2 2 2 2 2 2 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 6 15 8 -8 10 -10 -12 13 -4 -15 16 -1 19 20 -14 -19 -22 -3 24 25 27 29 28 -24 -27
right_child=1 22 12 4 -6 -7 7 -9 9 -11 11 -13 17 14 -16 -17 -18 18 -20 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=1.1524531855460579e-05 0.0050707272929073578 0.00040920716019268098 0.00059923915616355106 0.0018111343968666791 -0.010761437341071885 0.0039071903019858986 -0.0016509195244992477 0.00029525070157957703 0.058753738626395408 -0.094752186172451361 0.043342351378892419 -0.085696569032477438 -5.3264708777330193e-05 0.0078874326710016637 -0.0015650922146859447 -0.0012010547854484621 0.0055862365081918337 -0.004755304809360511 0.0083016209390355967 -0.0034171919307198423 0.0032426935552208793 -0.0018795273292153078 -0.032498151745143443 -0.00041140663265806077 -0.076022964424889095 -0.10015632025593335 0.038815558388971279 -0.10012830486995333 0.080812413220820126 -0.016073186914114173
leaf_weight=2.0542225057179411 0.61372896888497308 16.415834724221206 5.1175074161469301 0.51440025919326637 0.64993657394126592 0.52840181860088353 0.50486945805276728 0.5084627942123916 0.015289647491044889 0.03736059567859451 0.0020037597616364708 0.0085927705433164192 2.4258010793443816 0.62801443438968341 0.50121863093227148 3.5365988792837015 0.56216701039238604 0.53259662597702195 0.57321304429309794 1.5924284575135059 0.56063392952225388 1.0299371563283726 0.005275597858187985 4.6080932926925655 0.037821514437793358 0.010465130022112135 0.011887745974775932 0.0037649422646461135 0.017074937130197882 0.0053848905845370601
leaf_count=419 56 1644 100 39 94 42 22 7 16 38 122 12 53 78 3 82 115 14 36 29 17 38 115 339 63 50 33 277 73 8
internal_value=-1.53045e-06 0.000240072 -0.000241429 -0.00101501 -0.00520692 -0.000385872 -0.000699648 -0.00369185 -0.0072603 -0.0520374 0.00961133 -0.0612958 0.000291084 0.0011583 0.00369186 -0.000176106 0.00120933 -0.000515702 0.000781828 -0.00138639 -0.00124837 -7.40809e-05 9.96677e-05 -0.000981524 -0.0296388 0.00293707 -0.0242727 0.0318372 0.0540667 -0.0715899
internal_weight=43.613 21.7293 21.8837 8.92231 1.16434 7.75797 7.22957 1.07658 0.568116 0.0632468 0.0258862 0.0105965 12.9614 6.24674 1.12923 6.15299 2.61639 6.71461 2.69638 4.01823 2.12317 1.59057 21.1156 4.69977 0.0916748 0.0538532 0.0277378 0.0261155 0.0223505 0.01585
internal_count=4034 2658 1376 1008 133 875 833 217 210 188 150 134 368 181 81 616 534 187 105 82 69 55 2602 958 619 556 91 465 188 58
is_linear=0
shrinkage=0.1


Tree=688
num_leaves=31
num_cat=0
split_feature=0 1 0 4 3 3 3 3 4 3 1 3 4 2 1 4 2 2 2 3 0 0 2 4 3 1 1 0 2 0
split_gain=0.000204818 0.00119821 0.000803736 0.00150216 0.000731353 0.00115206 0.00068435 0.00102172 0.0030954 0.000826137 0.00175303 0.000721495 0.00179677 0.00123422 0.00208917 0.000574706 0.00662503 0.0119297 0.00380197 0.00659505 0.00677233 0.00641506 0.00444519 0.00173586 0.00168239 0.0016448 0.00147711 0.000521428 0.00168883 0.00171584
threshold=87.170566421650008 62.116825104000007 86.83719761350001 40.206947806850003 0.41214500000000009 0.12084500000000002 0.081965000000000024 0.078105000000000022 41.770271989050009 0.086030000000000009 61.998532946250002 0.091290000000000024 41.32819714970001 -0.097294999999999993 61.982402197500001 42.434124620650003 -0.086719999999999992 -0.096529999999999991 -0.62218499999999988 0.08674500000000003 96.163458868000006 97.521130223850008 -0.15076499999999998 42.388109226950007 0.088145000000000015 68.34060567600001 71.015621515800021 85.995710218650018 -0.099639999999999992 86.329079026800017
decision_type=2 2 2 2 2 2 2 2 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 7 -1 -9 10 -8 12 -11 -14 -15 23 17 18 -17 20 22 -21 25 -3 -19 -20 -24 -13 -29 -30
right_child=1 15 3 -5 -6 -7 9 8 -10 11 -12 27 13 14 -16 16 -18 24 19 21 -22 -23 26 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0002559906116466637 0.0045780982304123976 0.00018029145449105098 0.001079381594726526 -0.0064063211199459824 0.0025019856422149188 -0.0028296217050410078 -0.0011351782035228508 -0.0090639183226025235 0.0017976817252191371 -0.0063892943710192347 0.006950481199236149 -0.00019177251548715545 0.00250987075225518 0.0022235740578461982 -0.006575226868263769 0.0971822040206895 -0.00037016223055956471 -0.055770869980310445 -0.080878782780091599 -0.084581977095535277 -0.10011609303272398 0.025719763174033558 0.10004978436047558 0.005991591641411287 -0.10058559049220489 0.032293835222944545 0.036342270691723938 -0.0022856511244013999 0.005561930153216741 0.00088137216735773884
leaf_weight=4.0829844319981374 0.61189280324834072 15.880372671643981 0.50646563654299714 0.56951992116228212 1.0421325277875428 1.5539999432212983 0.51822714361801903 0.53665628323585657 0.51337608913396338 0.55018480681691073 0.55562645330445548 4.5985912783191107 1.0272488655737111 0.52130780111966823 0.55944642664770716 0.0039346752615518265 4.6093293803874493 0.022420204272405542 0.0027926219393350485 0.014339318378006283 0.0034070493880704105 0.0083391398792658222 0.010425082433357602 0.53119877575954788 0.013373838526748116 0.002377495671731289 0.0055913490936809742 1.0274826224194837 1.12210879360282 2.5932949094758442
leaf_count=546 56 1637 5 44 26 36 54 23 80 54 98 209 17 29 71 10 339 42 23 59 274 26 13 7 21 91 60 11 39 34
internal_value=-1.81667e-06 0.000215719 -0.000217773 -0.00288281 -7.99283e-05 -0.000216093 6.98158e-06 -0.000971461 -0.00375352 0.000391145 0.00304845 0.000153342 -0.00130027 2.79607e-05 -0.00233108 8.9259e-05 -0.000886171 -0.0282245 0.00273513 -0.00512615 0.0307415 -0.0440227 0.0517849 0.000368388 -0.0725151 -0.028836 0.0778094 0.000566977 0.00130264 0.00229497
internal_weight=43.5984 21.7198 21.8787 1.07599 20.8027 19.7605 18.2065 5.13302 1.05003 13.0735 1.07385 11.9997 2.65819 2.108 1.08075 21.1079 4.69633 0.0870008 0.0512067 0.0472721 0.0245936 0.0226785 0.0211865 16.4116 0.035794 0.00517012 0.0160164 9.34148 4.74289 3.7154
internal_count=4034 2658 1376 49 1327 1301 1265 649 103 616 152 464 171 117 100 2602 958 619 556 546 461 85 187 1644 63 114 73 293 84 73
is_linear=0
shrinkage=0.1


Tree=689
num_leaves=31
num_cat=0
split_feature=4 4 1 3 2 3 2 4 2 1 3 2 2 4 4 0 1 3 3 1 0 3 4 3 0 3 4 0 0 0
split_gain=0.000215338 0.000819827 0.00133194 0.000719433 0.000652013 0.00868362 0.0146229 0.0101736 0.00891387 0.00490536 0.00289449 0.00541634 0.00109857 0.0028081 0.00338938 0.00309453 0.00300053 0.00132846 0.00121382 0.00110532 0.000836391 0.00150318 0.00145083 0.00286119 0.00128917 0.00049101 0.00146844 0.000789253 0.00208821 0.0015429
threshold=40.563919884450009 40.80591513400001 62.041548276350007 0.13377000000000003 -0.13953999999999997 0.085910000000000028 -0.14259499999999997 41.535369675400013 -0.167075 62.116825104000007 0.093735000000000027 -0.51842999999999995 -0.14429 41.770271989050009 42.094663496250007 85.812895065800021 68.20618276945001 1.0000000180025095e-35 0.085035000000000013 72.01572794030001 71.249517373150013 -0.52484999999999993 48.86568841230001 -0.23921499999999998 71.332859575200004 0.10661000000000002 41.436838994450007 85.812895065800021 85.995710218650018 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=-1 2 -2 4 5 12 7 8 -7 -9 -11 -12 13 -3 -15 17 -17 20 19 -18 22 -22 23 -16 -23 27 -27 -6 -29 -30
right_child=1 3 -4 -5 25 6 -8 9 -10 10 11 -13 -14 14 15 16 18 -19 -20 -21 21 24 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.00027287950498888704 -0.006215529257446519 -0.10018349034441194 -0.00075275223950078821 -0.0020674374632008411 0.0019366605045656128 0.014117858025498973 0.094172270795677221 0.09129381411468987 -0.10084738857887572 0.051691850835637515 0.036046444809574654 -0.061968115263335323 0.00034351984195538185 0.098423905643250376 -0.10005420865136699 -0.092896473444536373 -0.10002157002951623 0.072758283400353826 0.099832226797222146 0.045819191897029821 0.058451160427016119 0.033702574028322177 -0.10013604157737793 0.094551572795516126 -0.070788832283677855 0.0041949829474708421 -0.00036730940106299533 -0.0065461697628902667 0.0048973512214808886 -0.00036709036948735373
leaf_weight=17.259673477131173 0.54214712366843221 0.0036957674133502377 2.5254839476155437 1.54021865486506 1.618144242511568 0.013969029785890541 0.026511086920436411 0.011751648043173191 0.013039913508663403 0.014971288257055015 0.013561032488837554 0.009649978835838624 1.0028808124184569 0.0027305723486188418 0.0013596352929976796 0.007833824215794042 0.0010201736940267381 0.0027191507286943297 0.0012225246771322418 0.0010592588848832756 0.0042031420906596395 0.0021537298453040421 0.0020816657640807534 0.0017002928869231946 0.002613519057192093 1.0718904716560476 2.0638642872741135 0.53113106501768825 0.57859910574916185 14.718269405006739
leaf_count=1529 76 59 65 42 339 33 10 6 12 38 27 25 7 12 24 29 45 62 3 268 11 6 18 27 38 17 75 39 40 1052
internal_value=-1.64393e-06 -0.000181595 -0.0017182 2.10346e-05 0.000169115 0.00249626 0.0301232 0.00805473 -0.0413873 0.0347976 0.0174094 -0.00470311 -0.000259149 -0.0178325 -0.007918 -0.0183008 -0.0591959 0.00875615 0.0207581 -0.0257306 -0.00357603 0.0148552 -0.0357324 0.00808128 -0.0235821 4.0136e-05 0.00119221 -0.000166937 -0.000381994 -0.000167965
internal_weight=43.5901 26.3305 3.06763 23.2628 21.7226 1.14073 0.103454 0.0769429 0.0270089 0.0499339 0.0381823 0.023211 1.03727 0.0343933 0.0306975 0.0279669 0.0111358 0.0168311 0.00330196 0.00207943 0.014112 0.00897039 0.00514159 0.00305993 0.00476725 20.5819 3.13575 17.4461 15.828 15.2969
internal_count=4034 2505 141 2364 2322 760 151 141 45 96 90 52 609 602 543 531 345 186 316 313 124 55 69 51 44 1562 92 1470 1131 1092
is_linear=0
shrinkage=0.1


Tree=690
num_leaves=31
num_cat=0
split_feature=2 3 0 2 3 2 4 4 3 3 3 3 3 4 2 1 0 1 1 3 1 3 3 3 1 0 3 3 2 2
split_gain=0.000277689 0.00196368 0.00722555 0.00401184 0.00198976 0.000830857 0.000720704 0.00114515 0.00135808 0.00125282 0.00451262 0.00104645 0.000950134 0.00128587 0.00076856 0.000639052 0.00108108 0.00120299 0.00100728 0.000618027 0.000606161 0.000551226 0.00208036 0.00136507 0.00804933 0.00430679 0.000397519 0.00127866 0.000692368 0.000671221
threshold=-0.06828999999999999 -0.24947 86.643628628100018 -0.028049999999999999 -0.27172999999999997 -0.072524999999999992 42.536568606950006 41.965809985500009 0.079470000000000027 0.10661000000000002 0.11531000000000002 0.10469000000000002 0.11922500000000003 41.436838994450007 -0.02903 63.705703859100005 92.313586825200005 71.104340634100012 62.084563606450011 0.087905000000000025 62.009286778800011 0.082535000000000011 0.081765000000000018 0.085035000000000013 71.658163008950012 86.89903215050002 0.12201500000000003 0.11002000000000002 -0.076484999999999984 -0.083424999999999985
decision_type=2 2 2 2 2 2 2 2 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 -5 21 7 9 -9 11 -11 15 -12 -14 -8 18 -17 -18 19 -3 -21 22 -1 24 25 -23 27 28 29 -25
right_child=1 6 3 4 -6 -7 14 8 -10 10 12 -13 13 -15 -16 16 17 -19 -20 20 -22 23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.00036720434168683946 -0.087682088237325304 0.0035817260681357422 0.099964385165972447 -0.10010928508709094 0.024523823314391249 -0.0039883260844601146 -0.0044299129167053612 -7.0164948217026559e-05 0.0070089186586476133 0.0099247952847869858 -0.0037250122817899544 -0.0043926255970524568 0.0048628499617115505 -0.002142758325370045 -0.00033930177357223277 -0.0045631306003305156 0.0043978375987031365 -0.00033223432679322263 0.0052916555637873034 0.0024279595645643921 -0.0012410439626167832 0.077844940061760459 -0.0069584195637045808 0.00011228712883246803 0.00069200669913159973 0.021406043856823865 -0.0011781581662619193 0.0048719464688355557 0.0020743276734781018 -0.0016659876528268358
leaf_weight=4.6197016720818542 0.010655775421210989 0.54970542250801369 0.0045536655513558344 0.0022241621500120878 0.0030206023163046325 0.57354903075803321 0.52733171633001852 0.50218531005685807 0.58867648782600668 0.60620388272524239 0.52073344399025234 0.52137882719678685 0.54576736813609705 0.50391454466989671 3.5604539398094825 0.55031614230837611 0.5815471634186905 7.1282555249528476 0.5457280715066587 0.635807927924262 1.5432285716524345 0.019175472423970774 0.53423472263710969 10.614137062340545 0.51041509511742233 0.045848113295505755 2.5991941012022091 0.5549000593558383 1.4276589856201489 2.6531748152333465
leaf_count=1119 62 83 12 32 22 54 97 20 86 59 16 21 39 8 282 75 81 336 52 47 18 71 72 794 56 34 89 67 38 192
internal_value=-1.30035e-06 0.000280109 -0.030688 0.031293 -0.0283297 -0.000227711 0.000312741 0.000627456 0.00375002 0.000388126 0.0025962 -1.05248e-05 -0.000232754 0.00149971 -0.000866998 0.000187552 -0.000281093 2.4553e-05 0.00136975 0.000585396 -0.000170488 -0.000136233 -0.00105042 0.000119495 0.00491338 0.0380499 -3.50557e-05 0.000159775 -1.81622e-05 -0.000243329
internal_weight=43.5837 19.4317 0.0204542 0.00979843 0.00524476 24.152 19.4112 15.3234 1.09086 14.2326 2.17662 12.056 1.57042 1.04968 4.08779 11.5346 8.26012 7.7098 3.27447 2.72874 2.17904 23.5784 5.15394 18.4245 0.575439 0.0650236 17.8491 15.2499 14.695 13.2673
internal_count=4034 1448 128 66 54 2586 1320 941 106 835 122 713 63 47 379 692 492 417 200 148 65 2532 1191 1341 161 105 1180 1091 1024 986
is_linear=0
shrinkage=0.1


Tree=691
num_leaves=31
num_cat=0
split_feature=4 4 2 4 3 3 3 2 0 2 2 3 1 2 3 1 1 2 4 2 3 4 4 4 2 3 3 3 3 3
split_gain=0.000237916 0.00256513 0.00804087 0.00579135 0.00129263 0.00281845 0.000791361 0.000316647 0.000680484 0.00801352 0.00885933 0.00602544 0.00117628 0.00194634 0.00546824 0.000738229 0.000820713 0.00200351 0.00833521 0.0183929 0.0163593 0.0154798 0.0122671 0.0025467 0.000661834 0.000537347 0.000471162 0.00165554 0.00120097 0.000459309
threshold=34.883496062400006 33.96174662340001 0.15844000000000005 32.051492741500006 0.096885000000000013 -0.25280999999999998 0.09062000000000002 -0.06828999999999999 85.963448721100022 -0.018034999999999999 -0.053159999999999992 0.10371000000000001 62.079186690200011 -0.0068649999999999996 0.089305000000000023 62.095317438950012 71.015621515800021 -0.028049999999999999 42.824128352900011 -0.018034999999999999 0.094725000000000018 40.280372415600006 39.337369931850013 39.952536079750011 -0.072524999999999992 0.098075000000000023 0.082535000000000011 0.081765000000000018 0.085035000000000013 0.092260000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -1 24 9 10 -9 -12 13 14 -10 -14 17 -17 19 -19 21 22 -21 -24 26 -18 27 -2 -28 -30
right_child=7 -3 -4 4 -6 -7 -8 8 12 -11 11 -13 15 -15 -16 16 25 18 -20 20 -22 -23 23 -25 -26 -27 28 -29 29 -31
leaf_value=-0.014974436659326379 -0.00036708558466059339 -0.00031836543151348741 -0.089601551243510227 0.087722921132171311 0.064474678797012921 -0.057702860109001365 -0.10029020161571525 -0.0027746931399817904 -0.0017208734179470213 8.155048860122101e-05 -0.023370759553134075 -0.10055904794273157 -0.0034992419825100787 0.00011273702312031452 0.012049871182425266 0.00045156115529591665 9.5658159050324714e-06 0.10016662128445664 4.8127852679029694e-05 -0.023412618496135573 0.050095980885436889 -0.09737552337691785 0.030800558136967273 0.098322502057407585 -0.0035675545265070659 -0.0031741857418864415 0.0046101676041290195 -0.006236792774874521 0.00046328643552782738 -0.00055184280723220879
leaf_weight=0.0014883273820177614 4.6174092173694739 0.51545428903014734 0.013223847899481278 0.0023030440165712216 0.0096143090540585785 0.0031629963893262114 0.0040341254015194283 0.051850842647525042 0.54714062523635243 1.5802981215322305 0.018707441258956181 0.022013534748474228 0.53045441837457374 1.5454102656003694 0.609673972496239 3.0788071386523375 9.642952926477351 0.027529418931408478 0.53269908034917535 0.047919300788633823 0.063573953579179943 0.018631000925310559 0.010643927038472611 0.011754419039334607 0.57468563363168357 0.56096157096438659 0.57299604216830147 0.53632681932838622 8.9729987861552765 8.8565587093482137
leaf_count=110 1000 80 61 5 19 40 24 28 41 234 32 17 9 36 29 80 515 10 34 32 33 51 30 12 51 96 154 72 555 544
internal_value=-9.39417e-07 -0.00206899 -0.0287451 0.0103154 0.0423992 0.00357037 -0.0772972 2.54581e-05 0.000331963 -0.00159359 -0.0301899 -0.0650983 0.000518935 0.00243472 0.0055367 0.000162546 0.000301335 0.00155759 0.00633518 0.024936 0.0113573 -0.0163303 0.00514304 0.0662354 -0.000214617 -0.000165461 -0.000132818 -0.00097792 0.000103858 -4.09634e-05
internal_weight=43.5813 0.549281 0.0338267 0.0206028 0.0150803 0.00546604 0.00552245 43.032 18.901 1.67287 0.0925718 0.040721 17.2282 2.70222 1.15681 14.5259 13.9955 3.79156 0.712751 0.180052 0.152523 0.0889486 0.0703176 0.0223983 24.131 10.2039 23.5563 5.15374 18.4026 17.8296
internal_count=4034 339 259 198 64 45 134 3695 1319 311 77 49 1008 106 70 902 893 282 202 168 158 125 74 42 2376 611 2325 1072 1253 1099
is_linear=0
shrinkage=0.1


Tree=692
num_leaves=31
num_cat=0
split_feature=4 4 2 4 3 2 3 1 3 2 4 4 3 3 3 3 3 2 2 0 4 2 4 2 0 0 4 3 4 0
split_gain=0.000195216 0.0022463 0.00713142 0.0050244 0.00108362 0.00129031 0.000794594 0.000325427 0.000833011 0.00025691 0.000651318 0.000877164 0.00164993 0.00139363 0.00314388 0.0015442 0.000922588 0.000615968 0.000559783 0.00279674 0.00431826 0.00136166 0.000595508 0.00528392 0.0162222 0.0247703 0.0369283 0.00451726 0.00125318 0.00114559
threshold=34.883496062400006 33.96174662340001 0.15844000000000005 32.051492741500006 0.096885000000000013 -0.053159999999999992 0.09062000000000002 68.34060567600001 0.093905000000000016 -0.06828999999999999 42.536568606950006 41.965809985500009 0.10249000000000003 0.10661000000000002 0.11531000000000002 0.11922500000000003 0.10469000000000002 -0.02903 -0.075639999999999999 85.925810307250018 39.337369931850013 -0.076484999999999984 41.806790701050012 -0.086719999999999992 86.329079026800017 90.297243227400017 41.360869295700006 0.09117500000000002 41.674196414850009 86.054856297550018
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -1 -4 -9 18 11 13 -13 16 -15 -16 -11 -12 21 -20 -21 22 23 28 -25 -26 27 -27 -2 -24
right_child=9 -3 7 4 -6 -7 -8 8 -10 10 17 12 -14 14 15 -17 -18 -19 19 20 -22 -23 29 24 25 26 -28 -29 -30 -31
leaf_value=-0.013507308631932386 0.00016471641760697767 -0.00028646998871114168 -0.10052591281336809 0.053728517869100136 0.060546052236369191 -0.045919434005387359 -0.10026253509978381 -0.013788373570945062 -0.10016434727033517 0.00020104447947956862 -0.0040036673321432121 0.0070293976103173025 -0.0007748344241320709 0.0088949427717485343 -0.0040728234962841402 0.0035425124406671307 -0.0041307177991259198 -0.00034499495678045819 0.00058589206202360269 0.0010365837590606592 -0.011317411556584819 0.0049969332403625661 -0.011267022942420954 -0.002553786580681899 -0.10077268322355325 -0.027263058484678412 0.097070493152319082 -0.10019301477123546 -0.0048244339437036494 0.00066406860176586855
leaf_weight=0.0014851653187430139 10.892468382916034 0.5155612644040406 0.0075057883115263735 0.0025762617450218748 0.0092348823525920665 0.0026219112697276614 0.0036511836462446157 0.0018118117963679126 0.0029094352208982599 11.533650357828002 0.52847427399328673 0.57342158986093383 0.51347251266099647 0.59965621926812929 0.51771468298215928 0.5482448228179635 0.5135688002146005 3.5599064038005199 2.3843679936841222 0.53922667547162528 0.59530526246740489 0.53250301263324473 0.0813024257115601 0.55983265475652233 0.045571235692477785 0.015454423721132204 0.02269981358171691 0.018854745997437583 0.52785270266149176 7.9182486892044945
leaf_count=110 778 80 7 29 19 16 24 33 21 669 98 95 24 51 15 36 16 315 21 36 45 12 362 32 30 41 11 43 38 927
internal_value=-7.67635e-07 -0.00187739 -0.0276732 0.00976117 0.0399886 0.003467 -0.0751774 -0.087587 -0.067017 2.31082e-05 0.000299334 0.000607973 0.00334251 0.000391231 0.00310246 -0.0001561 1.63829e-05 -0.000817924 -0.000193078 -0.00135877 -0.00544574 5.90297e-06 -0.000126439 -0.000569525 -0.00925253 -0.045811 -0.00187631 -0.067342 -6.58845e-05 0.000542808
internal_weight=43.5692 0.547358 0.0317964 0.0195694 0.0144331 0.00519817 0.00513635 0.012227 0.00472125 43.0218 18.8881 14.7997 1.08689 13.7128 1.66562 1.06596 12.0472 4.08838 24.1337 3.5189 1.13453 20.6148 20.0823 12.0827 0.662413 0.10258 0.057009 0.0343092 11.4203 7.99955
internal_count=4034 339 259 198 64 45 134 61 54 3695 1319 906 119 787 102 51 685 413 2376 102 81 2274 2262 973 157 125 95 84 816 1289
is_linear=0
shrinkage=0.1


Tree=693
num_leaves=31
num_cat=0
split_feature=4 4 0 3 3 4 2 4 3 2 0 4 0 4 1 1 3 1 3 4 3 0 0 3 0 0 2 0 2 3
split_gain=0.00021734 0.000984366 0.0016683 0.000710865 0.000535558 0.00242277 0.00214205 0.00330512 0.0220362 0.012303 0.00554629 0.0016744 0.00145331 0.00394411 0.00709338 0.000811196 0.00156101 0.00078061 0.000515172 0.00301275 0.0016408 0.000861458 0.00158261 0.0011611 0.0178362 0.00111709 0.00073386 0.00120913 0.000555119 0.00910552
threshold=40.563919884450009 40.720231579350006 87.278104746850019 0.13377000000000003 0.093325000000000033 40.377444152000002 -0.076484999999999984 35.419594101850009 0.094725000000000018 -0.62218499999999988 91.73825678530001 35.171584490050009 85.925810307250018 39.896141435400004 75.806453904250006 75.408562100950022 0.096515000000000031 61.93400995115001 0.10661000000000002 41.32819714970001 0.10507500000000002 85.812895065800021 85.995710218650018 -0.059734999999999996 85.705356740550016 86.135510041400025 -0.083954999999999988 88.098084476650016 -0.13953999999999997 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=4 2 -2 18 17 6 7 -6 -9 -10 -11 -8 -13 14 -14 -12 -17 -1 20 -20 21 23 -23 -3 -25 -24 -21 -28 29 -27
right_child=1 3 -4 -5 5 -7 11 8 9 10 15 12 13 -15 -16 16 -18 -19 19 26 -22 22 25 24 -26 28 27 -29 -30 -31
leaf_value=-0.003978927302615105 -0.0072524800082538234 0.0001910951981526219 -0.00028573657718009146 -0.002111154458893157 0.0022479191314541693 0.0072405092107448374 -0.0042761063085659202 -0.00054119792186879386 0.052759838840731627 -0.042173879888688842 -0.10048726854612061 -0.00058382227551637047 0.014750217070654825 0.00059794154292718569 -0.0009600452261723252 0.0017786757984056909 -0.10018979359401846 -1.3722769707130593e-05 0.0078645853904349972 0.0012382591959567892 -0.0057004421754678217 -0.0055067664628786006 0.0043634638374654118 0.00048936219128672075 0.061212977323895669 -0.00052126285357321882 -0.005551639122928333 0.0012382688271121412 -0.00026938781107162317 0.03424796298433011
leaf_weight=0.52601549505711531 0.5189066937565795 1.0232850122489541 1.0181772485320264 1.5388020798294402 0.52223709106734528 0.55693349630064393 0.52421619953973664 0.51894721690200651 0.0097797834497652669 0.04535871324921481 0.031691322179099313 1.9450178430321328 0.63390997081523914 2.5602368067556824 0.52577276996373712 0.0024240731202809776 0.0039439877814012037 8.8425989897231876 0.57173687334750445 1.5293937973134182 0.50602139903402488 0.5319351490179568 0.57533082625741627 0.56611443693567398 0.052890375865786154 1.0156234620301803 0.53064892775022754 0.51855941823697815 15.725265346300914 0.081354152205640573
leaf_count=162 72 273 39 42 63 27 53 25 12 30 60 38 68 28 59 11 51 842 21 35 16 40 40 239 38 414 37 22 1061 116
internal_value=-1.17057e-06 -0.000182068 -0.00263765 -2.96697e-05 0.000274689 0.000882239 0.000398711 -0.00359605 -0.00858168 -0.053353 -0.0657934 0.00113089 0.00163124 0.00278942 0.00762756 -0.0939429 -0.0613744 -0.000236355 0.000108223 0.00129713 -7.83244e-05 6.70333e-05 -0.000133757 0.00225914 0.00567784 3.05242e-05 -0.000159028 -0.0021958 -0.000117665 0.0020573
internal_weight=43.5531 26.304 1.53708 24.767 17.2491 7.88047 7.32354 1.13438 0.612145 0.0931979 0.0834181 6.18915 5.66494 3.71992 1.15968 0.0380594 0.00636806 9.36861 23.2282 3.15034 20.0778 19.5718 17.9295 1.64229 0.619005 17.3976 2.5786 1.04921 16.8222 1.09698
internal_count=4034 2505 111 2394 1529 525 498 252 189 164 152 246 193 155 127 122 62 1004 2352 115 2237 2221 1671 550 277 1631 94 59 1591 530
is_linear=0
shrinkage=0.1


Tree=694
num_leaves=31
num_cat=0
split_feature=2 2 1 2 0 3 4 1 3 2 2 3 3 2 2 3 3 2 4 3 0 1 1 2 4 1 2 4 4 1
split_gain=0.000280802 0.00109182 0.000544485 0.0026157 0.000997763 0.000803187 0.00217946 0.000953026 0.000847203 0.00433481 0.00394051 0.0167201 0.0142246 0.00775538 0.00962813 0.00839372 0.00755561 0.00501283 0.00380976 0.00254326 0.0020158 0.000443171 0.00580597 0.00148918 0.00551129 0.00655395 0.00418981 0.00351343 0.000912144 0.00045163
threshold=-0.06828999999999999 -0.072524999999999992 71.015621515800021 -0.053159999999999992 94.773526014550015 0.10661000000000002 41.092444989200011 62.272755675600003 0.087555000000000022 -0.032369999999999996 -0.039434999999999998 0.08674500000000003 0.084360000000000018 -1.0000000180025095e-35 0.11704500000000002 -1.0000000180025095e-35 -0.046510000000000003 0.045780000000000008 39.577821550850011 0.093325000000000033 85.925810307250018 75.499969677400017 75.951630643300021 -0.10423499999999999 41.827117825850003 83.116371560950014 -0.62218499999999988 42.558389508100007 38.903925214650009 67.074341896550024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 3 -2 5 8 -7 -8 10 -10 -5 12 13 15 16 -12 17 -15 -14 -11 -21 29 -23 24 25 -24 -27 -26 -28 -1
right_child=2 -3 -4 4 -6 6 7 -9 9 19 11 -13 18 14 -16 -17 -18 -19 -20 20 -22 22 23 -25 27 26 28 -29 -30 -31
leaf_value=-3.6945869811732249e-05 0.0069481337799128622 -0.0045528274104540264 -0.00022062751835275177 -0.00042918767011784981 0.0045528299048138944 0.0049221095310497606 -0.0027831595562004784 0.0011708007634631656 -0.0099687960052841987 -0.0057754910389769742 -0.011472250367843231 0.088072924184007015 -0.021356623529835566 0.061949307384446456 0.04396298228793652 0.097035067379684189 -0.10060315354297795 -0.10016473522022312 -0.10030065974003835 -0.00052448987037486197 0.0068081983162911267 0.040627075056860085 -0.094607987313748421 0.0010571492337337191 0.098106571714059385 -0.10008991330617999 -0.003077675435289791 -0.089927067795116958 0.093472600206549294 -0.0013132413015730471
leaf_weight=19.193798555633663 0.65143887523646071 0.57016370939883998 10.213910860590071 1.5159259863021302 0.53572254266828245 1.0956167582253331 1.0176066548537934 1.5203552942831775 0.53485497960601014 0.55703933031243513 0.010997507961080233 0.02678974059773509 0.010736151165474439 0.0068216992585770075 0.019897644249141422 0.020267573537688155 0.013111586574340306 0.0026477211457374139 0.014196293837400731 1.0718914684099443 0.57656452423452709 0.037261708960694917 0.01210440934780968 1.0615804164106317 0.0048497709771142521 0.0019625185314479515 0.0012836248045276699 0.0012497923430523023 0.0041162623146444588 3.2406723586140087
leaf_count=1095 89 54 715 17 20 39 31 21 24 106 37 15 14 10 35 43 20 97 41 35 39 29 115 198 34 28 90 286 91 566
internal_value=-1.06165e-06 -0.000228856 0.000282022 0.000839917 0.000374578 9.53153e-05 0.00119458 -0.000414556 -0.000816259 -0.00189241 0.000980407 0.0180117 -0.00100939 0.0210673 -0.00675436 0.0588676 -0.0514448 0.016621 -0.0663066 6.61954e-05 0.00204019 -0.000124209 0.00181312 0.000482785 -0.0233663 -0.0493555 0.0250433 0.0595787 0.0705213 -0.000221307
internal_weight=43.5454 24.129 19.4164 9.20248 8.55104 8.01532 3.63358 2.53796 4.38174 2.74035 1.64139 0.125466 0.0986762 0.0737437 0.0424787 0.0312651 0.022581 0.00946942 0.0249324 2.2055 1.64846 23.5589 1.12441 1.08715 0.0255664 0.0194668 0.00736241 0.00609956 0.00539989 22.4345
internal_count=4034 2586 1448 733 644 624 91 52 533 204 329 312 297 242 162 80 127 107 55 180 74 2532 871 842 644 324 209 320 181 1661
is_linear=0
shrinkage=0.1


Tree=695
num_leaves=31
num_cat=0
split_feature=2 2 4 4 1 2 0 2 0 4 1 1 1 1 1 2 4 1 4 3 2 1 3 3 0 0 3 0 2 1
split_gain=0.000228062 0.000881779 0.000475625 0.00119964 0.000676371 0.00220048 0.00149484 0.00104325 0.000753387 0.002626 0.00822996 0.00879167 0.00340661 0.00154409 0.000760438 0.00174286 0.000746381 0.00152581 0.00290264 0.00105162 0.000641353 0.00036186 0.00354522 0.0103058 0.00329662 0.00501378 0.0039967 0.00257115 0.00413387 0.000528187
threshold=-0.06828999999999999 -0.072524999999999992 42.558389508100007 43.157831852650006 63.705703859100005 -0.053159999999999992 88.098084476650016 -0.037054999999999998 93.399723909900004 35.419594101850009 68.34060567600001 66.45599652655001 65.687097501250022 67.074341896550024 71.104340634100012 0.070580000000000018 41.481306584950012 62.014663695050011 40.316494640950005 0.10301500000000002 -0.031449999999999999 75.408562100950022 0.088220000000000021 0.087245000000000031 98.413698323200009 101.55650587770002 0.083950000000000011 97.752337623100019 -0.083424999999999985 67.074341896550024
decision_type=2 2 2 2 2 2 2 2 2 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 -4 5 -2 7 -7 9 -6 11 12 -11 -13 15 -10 17 19 -19 -9 -18 29 23 24 27 -26 -27 28 -23 -1
right_child=2 -3 3 -5 8 6 -8 16 14 10 -12 13 -14 -15 -16 -17 20 18 -20 -21 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-3.3251199268508524e-05 0.006970893570826313 -0.0040870025119363737 -0.0050896176655359764 3.9629887083141328e-05 -0.00058469083561677241 -0.003990441371244771 0.0056824045066831844 0.0038366130499204038 0.0065760195848961062 -0.07355593009604125 -0.080133421035308641 0.047335614471790605 -0.012242779421373756 0.0092258241181915855 -0.0001535252355830531 -0.0014764898717593046 0.00076320799766065972 -0.00093222055247970607 0.0094741867004320638 -0.0010533948384258787 -0.0041905903319324304 -0.10009032984484525 0.00061881601736426118 0.097800948621410144 -0.10021576517888642 -0.071199572158891208 0.082340974201126821 0.097638357451953692 0.10005963879355467 -0.0015180791602557213
leaf_weight=19.194243349417508 0.61229827775605361 0.57155745611363329 0.55596392965472841 2.535452057023027 0.50935613624642329 0.54434243288432771 0.5393730939067608 0.55996473251451195 0.55462681303924799 0.0170971066607013 0.017725478398858741 0.01863884408999894 0.019281278247945011 0.024747695264522918 8.2075222692188206 0.5215189002083207 0.52018259955366375 0.51587148400230354 0.55791339304414578 2.0491058210318442 0.52523706908408818 0.0024159399749805743 1.5902664798782655 0.01444932851141445 0.0069800555852586052 0.0028697991973830215 0.0041425399603886581 0.0039551434292661725 0.0018013117369271962 2.7373789036614893
leaf_count=1095 46 54 109 297 21 23 35 80 61 35 22 23 8 24 480 30 6 19 24 24 81 55 275 25 38 411 74 6 1 552
internal_value=-7.39883e-07 -0.000205994 0.000254477 -0.00088282 0.000469978 0.00126889 0.000668178 0.000155237 -4.89471e-05 -0.00346261 -0.0184988 -0.00480225 -0.0410587 0.0255978 0.000174194 0.00267363 0.000632509 0.0013019 0.0044747 -3.89008e-06 -0.00172567 -0.000111836 0.00132714 0.032092 -0.010744 -0.0402175 0.0195045 0.0397191 -0.0146004 -0.000218579
internal_weight=43.5363 24.1301 19.4062 3.09142 16.3148 6.42429 5.81199 5.27262 9.89051 0.606847 0.0974904 0.0797649 0.0363784 0.0433865 9.28367 1.07615 4.72828 3.68286 1.07378 2.60907 1.04542 23.5585 1.62688 0.0366141 0.0221648 0.0139924 0.00701234 0.0081724 0.00421725 21.9316
internal_count=4034 2586 1448 406 1042 338 292 257 704 133 112 90 43 47 571 91 234 147 43 104 87 2532 885 610 585 523 485 62 56 1647
is_linear=0
shrinkage=0.1


Tree=696
num_leaves=31
num_cat=0
split_feature=0 1 3 3 1 3 1 0 3 3 4 0 4 3 2 0 1 1 0 3 0 3 2 1 4 1 0 1 0 0
split_gain=0.000221318 0.000888884 0.000718515 0.00255053 0.00420399 0.000873204 0.00125999 0.0025 0.00100825 0.000917955 0.00118475 0.00192018 0.00152953 0.000842223 0.000996529 0.00154048 0.00872904 0.019172 0.000645701 0.000960356 0.000523211 0.00111043 0.000784511 0.00050683 0.000487378 0.000437266 0.00406157 0.00573579 0.00790156 0.00753763
threshold=87.170566421650008 62.116825104000007 0.091290000000000024 0.087555000000000022 61.923256118600001 0.10301500000000002 61.966271448700006 86.643628628100018 0.41214500000000009 0.12084500000000002 40.984321400500008 85.995710218650018 39.577821550850011 0.086520000000000027 -0.073609999999999995 86.643628628100018 61.950140699950005 62.020040611300011 86.565663342300013 0.082935000000000023 86.692020874450009 0.092260000000000023 -0.061874999999999999 62.111448187750007 41.385032804600009 66.590419433100024 93.399723909900004 69.238550691600025 92.313586825200005 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=2 -2 3 13 -5 6 7 -4 9 10 12 -12 -7 14 18 16 -16 -18 19 24 21 -8 -23 -20 -1 -3 27 28 29 -27
right_child=1 25 5 4 -6 8 20 -9 -10 -11 11 -13 -14 -15 15 -17 17 -19 23 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0010483052337938439 0.0039987034998288391 0.00095308241130320163 0.0085908646550230741 0.0014506834648627918 -0.0106880188800751 0.00045942279418346868 0.0016009499182484477 -0.00098441051507362851 0.0023037963905673934 -0.0031448368316159951 -0.00072766363205733293 0.0064590388264579596 -0.0045709882831988522 0.0035981711984339167 -0.0028055054346105552 0.00061975485509357172 0.025123083443845153 -0.093338381573843082 -0.0023122004717537601 0.0048158647306646204 0.0024544203022456336 -0.003603574741135691 0.00028285530340478902 0.00010470403301525742 -0.0024680536897804702 0.015821382960705722 -2.9227300373127419e-06 -0.071268469137834453 0.024728276730264686 -0.065183899839839299
leaf_weight=1.5226591647910921 0.60696412021570978 4.8246413707001947 0.59160084646785704 0.51311472252924106 0.64264366502200276 1.4311758499934515 2.03281600441926 0.50578771345317364 1.0499106544884851 1.5490261304061901 1.053990727314172 0.57437764134374436 1.0463476154341149 0.52654018766651223 0.50291038525040133 0.50825858161988435 0.023305753713430022 0.033016172377630992 1.5230449192167728 0.55809763478100638 1.0353869552491231 1.0528719648472415 1.0250773698278268 2.0162835743976757 0.5318424739085218 0.018096537272646152 16.141444293595548 0.017886375531276588 0.038647783551013504 0.031451068445257135
leaf_count=217 56 251 70 39 94 31 24 3 28 36 53 17 22 42 147 7 21 42 21 115 13 38 33 61 202 23 2153 82 29 64
internal_value=-5.63427e-07 0.000225809 -0.000225165 -0.000916776 -0.00529888 0.000250303 0.0011013 0.00417761 -0.000542147 -0.00107053 -0.000287965 0.00180732 -0.0016651 -0.000262932 -0.000544537 -0.00336498 -0.00698651 -0.0443196 -5.51297e-05 0.0011373 0.000445295 -6.07472e-05 -0.00168635 -0.000935339 0.000138036 0.000117134 -0.000131097 -0.0196342 -0.00916259 -0.0355979
internal_weight=43.5292 21.6791 21.8501 8.90172 1.15576 12.9484 6.24354 1.09739 6.70483 5.65492 4.10589 1.62837 2.47752 7.74596 7.21942 1.06749 0.559232 0.0563219 6.15193 2.6126 5.14615 4.11077 2.07795 3.53933 2.0545 21.0722 16.2475 0.106082 0.0881954 0.0495476
internal_count=4034 2658 1376 1008 133 368 181 73 187 159 123 70 53 875 833 217 210 63 616 534 108 95 71 82 419 2602 2351 198 116 87
is_linear=0
shrinkage=0.1


Tree=697
num_leaves=31
num_cat=0
split_feature=2 2 3 1 4 1 3 2 4 2 2 3 4 2 1 4 4 2 0 4 3 2 0 1 3 3 2 3 4 3
split_gain=0.000203972 0.000955066 0.000969046 0.00531977 0.0030985 0.0079947 0.00074599 0.00139094 0.0114661 0.0206641 0.0283122 0.00134256 0.00126179 0.000888852 0.000712516 0.00143547 0.00287086 0.000682348 0.000493369 0.000431 0.000326376 0.000436474 0.00031335 0.000278276 0.00107208 0.0103887 0.00612728 0.0114667 0.00517114 0.00559809
threshold=-0.037054999999999998 -0.033799999999999997 -0.10747999999999999 71.015621515800021 40.280372415600006 63.530954080650012 0.096315000000000026 0.04932000000000001 40.636252116050009 -0.016334999999999999 -0.026144999999999998 0.10111000000000002 41.243661560350013 0.061925000000000015 61.982402197500001 41.872294782850005 36.893814626400008 -0.039434999999999998 86.103248543850015 42.402981339000007 0.087245000000000031 0.066710000000000019 86.135510041400025 74.916574263050009 0.088220000000000021 0.075810000000000016 -0.044409999999999998 0.087555000000000022 41.571132012400007 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=17 -2 3 4 -3 22 7 8 18 10 -10 -8 -11 -9 -13 16 -16 23 -4 -12 21 -15 -6 -1 25 -25 27 28 -27 -30
right_child=1 2 6 -5 5 -7 11 13 9 12 19 14 -14 20 15 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.0002126062560413858 0.0044290621039593794 0.073453632243248482 0.0012466521452364253 -0.10006783166042527 0.038414840844869763 -0.10052144581638325 0.0056724546392757204 0.0039295177471346757 -0.10144731967870094 -0.055815652355790647 0.084089068675758105 -0.0013042740025483736 -0.10047779331527368 0.0027736875875204034 -0.0013959906774666268 -8.6926593648626175e-05 0.0086994422388561362 -0.0036714654322831624 -0.0030543996409199219 0.05847024795153799 -0.0019217727713493179 -0.00029543340222559533 0.10001995044279217 0.00046158091117092675 3.6611490317482822e-05 -0.090454425410713107 0.10029471384017113 0.099664286015593961 -0.10007349371355256 0.045950790220314945
leaf_weight=24.678772455341601 0.54170427736971483 0.011481275797448065 0.51164066397160268 0.0031825244075881489 0.0010660060195615273 0.0044591178576813828 0.54980285116786465 0.53691418704414928 0.014708858634317146 0.007899837542026944 0.013674890384208882 1.5705063462523865 0.031744879861980824 0.51620251173153509 0.50927525271758811 2.5283873811592645 0.63031471430490704 0.54040716439158032 0.55709181067948998 0.012633824773047309 1.0466676951390264 4.5276214591412325 0.003661858951090835 0.5130847778602925 3.6053491108933811 0.0069267578304436318 0.015507672913372739 0.012934529260881789 0.0033688578377335287 0.011895826539568111
leaf_count=1796 15 19 20 108 93 16 58 44 62 8 35 33 133 8 27 60 71 14 58 11 110 219 7 158 353 158 2 14 260 64
internal_value=-7.81198e-07 0.000311433 0.000147289 0.0202864 0.0388186 -0.00446584 0.000111879 -0.000527899 -0.00373927 -0.040095 0.00966506 0.000971448 -0.0915782 2.90506e-05 0.000478056 0.00124119 0.00418786 -0.000150902 -0.000995331 0.0717865 -0.000314799 1.86711e-05 0.0861297 -8.4951e-05 0.000670704 0.00472614 0.0479401 0.0248262 -0.018794 0.0137238
internal_weight=43.5189 14.1306 13.5889 0.0238508 0.0206683 0.00918698 13.5651 7.7768 1.14939 0.0806623 0.0410176 5.78829 0.0396447 6.62741 5.23848 3.66798 1.13959 29.3882 1.06873 0.0263087 6.09049 5.04382 0.00472786 28.8478 4.16907 0.563718 0.0506336 0.035126 0.0221914 0.0152647
internal_count=4034 1215 1200 243 135 116 957 708 327 249 108 249 141 381 191 158 98 2819 78 46 337 227 100 2805 1009 656 498 496 482 324
is_linear=0
shrinkage=0.1


Tree=698
num_leaves=31
num_cat=0
split_feature=0 3 3 3 2 2 2 2 2 3 3 2 3 3 3 3 4 3 3 0 2 3 3 1 3 1 4 1 3 3
split_gain=0.000178343 0.000231189 0.00334053 0.00511052 0.000866539 0.00156286 0.000226539 0.000854306 0.000551538 0.000502833 0.00117884 0.00109173 0.00745012 0.0116855 0.0100943 0.0092413 0.00984691 0.00629446 0.0111046 0.00628666 0.00111205 0.00152291 0.00101901 0.00181978 0.00062161 0.0005789 0.00117268 0.00251469 0.00027065 0.000856889
threshold=102.89804648475001 0.079805000000000029 0.090735000000000024 0.089835000000000012 -0.076484999999999984 -0.086139999999999994 -0.037054999999999998 -0.033799999999999997 -0.039434999999999998 0.096315000000000026 0.10111000000000002 0.04932000000000001 0.09180000000000002 0.084090000000000012 0.081515000000000018 -0.059734999999999996 41.827117825850003 0.086955000000000018 0.087795000000000026 88.872360418250011 0.066710000000000019 0.08883000000000002 -0.094699999999999993 63.530954080650012 0.08481000000000001 61.982402197500001 41.872294782850005 73.553525990900013 0.12201500000000003 0.10932000000000001
decision_type=2 2 2 2 2 2 2 2 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 8 -8 28 11 -11 12 13 14 15 16 22 -15 -19 -20 21 -13 23 -9 -22 -12 27 -27 29 -1
right_child=1 2 -4 -5 -6 -7 7 9 -10 10 25 20 -14 17 -16 -17 -18 18 19 -21 24 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-9.9218565954610255e-05 -0.0014951650058187083 -0.10003000577077448 -0.10011263285231065 0.078166124114766422 -0.10007342974306754 0.049476038475511727 0.0042610324716032396 0.093240255286010709 -0.003296739360998661 0.0053123041621919746 -0.0011727144292334665 0.0067518420725860857 -0.00029781527390380057 -0.10032062912398967 0.092683273453971454 -0.073111666765421524 -0.1002773297333274 0.018064570503311877 -0.1005531876674209 -0.02209732618435907 -0.00017586421189098715 0.00019286563849152158 0.10007538322253695 -0.0019605643371660023 -0.0037368327311028734 0.0082292009011195304 -7.8046647591519869e-05 -0.0011937341527084192 -0.0010484006508118214 0.0027410381082434267
leaf_weight=25.128573491341754 0.49542539009832082 0.0012982715444716806 0.0034568294096682115 0.0057252143158734725 0.0025408871146687653 0.0015152803213924759 0.53873307495814415 0.0041644609680133726 0.54155769549453125 0.54677671531408112 1.5719514140394037 0.54395081498790698 1.0193363388328291 0.017889263561485791 0.012258185788823539 0.01462091052412462 0.0043195103869606557 0.025699464878016443 0.022950302819538138 0.018403188583761221 4.0270641301537715 1.0137276127934454 0.0067308900179340334 0.0038773151599684752 0.55815283844753771 0.6010465070648936 2.528528345980547 0.53557533963510195 2.6020881571441548 1.1090893642941555
leaf_count=2004 409 127 217 20 142 45 14 29 13 40 33 56 34 32 22 41 68 19 20 28 135 11 3 13 148 44 53 33 92 89
internal_value=-7.96442e-07 -0.00185988 -0.01429 0.0124865 -0.0577411 -0.0195113 2.1253e-05 0.000358437 -0.000135003 0.000197662 0.000893976 -0.000354555 -0.00318197 -0.025639 0.0149726 -0.0132832 0.0325338 -0.0476182 -0.0335576 -0.0656387 0.000174876 0.0024833 0.0713676 0.0473395 -0.000609337 0.000432683 0.00112122 0.00378912 -7.56316e-05 2.08416e-05
internal_weight=43.507 0.509962 0.0145365 0.0110797 0.00535444 0.00281355 42.9971 13.6158 29.3813 13.077 5.78388 7.29315 1.15025 0.130913 0.0459713 0.0337131 0.0190922 0.0849422 0.067053 0.0413535 6.1429 1.55768 0.0147727 0.00804178 4.58522 5.2371 3.66515 1.13662 28.8398 26.2377
internal_count=4034 960 551 334 314 172 3074 876 2198 862 203 659 309 275 176 154 113 99 67 48 350 67 45 42 283 163 130 77 2185 2093
is_linear=0
shrinkage=0.1


Tree=699
num_leaves=31
num_cat=0
split_feature=2 4 4 2 1 0 4 0 1 3 4 3 2 4 2 4 2 4 0 4 2 2 4 1 0 4 4 3 3 2
split_gain=0.000304563 0.000646295 0.00062871 0.000330084 0.00022768 0.00560027 0.00442133 0.00694184 0.000969509 0.00031594 0.000247983 0.00765052 0.00966892 0.00251288 0.00136906 0.000300837 0.00173131 0.000886517 0.000600015 0.00204141 0.00260866 0.0377279 0.00470196 0.00130365 0.0042673 0.00239217 0.00107607 0.00106816 0.00238239 0.00133989
threshold=0.22598000000000004 37.784765830350004 36.893814626400008 0.12427500000000002 77.742143758150021 100.69082235970002 40.523311941050004 97.878695155250014 75.951630643300021 0.091935000000000031 43.752965619700007 0.086230000000000015 -0.097799999999999984 47.709122305950011 -0.12546499999999997 43.077238082650005 -0.082424999999999998 42.824128352900011 87.170566421650008 41.975471476700008 -0.098419999999999994 -0.080574999999999994 42.686561923500008 64.665483411650015 88.17067284620002 41.481306584950012 41.806790701050012 0.091290000000000024 0.086355000000000029 -0.085584999999999994
decision_type=2 2 2 2 2 2 2 2 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 10 -7 15 -12 13 14 -13 17 -17 18 19 26 -21 22 -22 24 25 -20 27 28 29 -1
right_child=1 -3 -4 -5 5 9 7 -9 -10 -11 11 12 -14 -15 -16 16 -18 -19 23 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001043724233501108 -0.0024031639051276064 -0.0041886628538288159 0.0025538884694663263 0.0023015414505141328 0.080613990295346674 0.00090311833503295923 0.098502351599686053 -0.020067783294855812 -0.0042879053808595616 -0.0018404337210110562 -0.00035644705244680734 -0.017796361469954745 0.071062629614330408 0.01426902477152342 -0.10014281355382959 -0.0060356013875503822 0.0001363105273958426 0.0038807103429902168 0.0063448125557347083 0.00077214696762687178 -0.1007564389471797 -0.00051556709439781127 -0.044874429580146681 -3.7022655923528517e-05 0.0098895556380382207 -0.001060982129105665 0.0023853298269211048 0.00015623234469643138 -0.0076578029804874092 -0.0025596871207924261
leaf_weight=2.0298013198276039 0.50685627606653183 0.53541161552724781 0.51667982901987841 0.64116968020783005 0.015149087903987168 2.0468999283827705 0.0067784772258594464 0.018182448376162341 0.53140408631848046 0.52801291914193704 1.038029485230459 0.0038096695016065496 0.033288894890802001 0.00955090771549294 0.0042954016848852916 0.55469260188787828 2.5162709879756382 0.59510554278528971 0.55360330635084931 0.52661449763951751 0.041915785401670291 0.57237349980182262 0.023497616151075817 11.054171346161773 0.59580368270098905 2.0560297087067738 1.5694696194690987 11.697050569255408 0.57515736372982562 2.0990037303744029
leaf_count=243 85 146 13 156 17 823 49 34 125 186 423 16 24 15 28 106 68 88 51 23 46 141 11 607 64 35 46 182 80 103
internal_value=-1.02173e-06 -0.00137347 9.91503e-05 4.99971e-05 1.50391e-05 0.000918104 0.0379966 0.0121315 -4.60125e-05 0.000340524 1.30749e-05 0.00150042 0.0393352 -0.0204843 -0.0614371 -3.06288e-05 -0.000978491 5.50106e-05 -1.31652e-05 -0.000379084 -0.00443679 -0.00873775 -0.0806827 0.000477859 0.00225346 0.000510071 -0.000116164 -0.00035554 -0.00162813 -0.00078818
internal_weight=43.4961 1.55895 1.02354 41.9371 41.296 2.61502 0.04011 0.0249609 38.6809 2.57491 38.1495 1.08897 0.0509449 0.017656 0.00810507 37.0606 3.07096 33.9896 33.3945 19.1349 1.1644 0.637787 0.0654134 14.2596 3.20544 2.60963 17.9705 16.401 4.70396 4.12881
internal_count=4034 244 98 3790 3634 1109 100 83 2525 1009 2400 506 83 59 44 1894 174 1720 1632 875 221 198 57 757 150 86 654 608 426 346
is_linear=0
shrinkage=0.1


Tree=700
num_leaves=31
num_cat=0
split_feature=2 4 0 1 0 1 4 2 4 0 0 2 1 0 0 2 2 2 3 3 4 1 3 3 2 3 4 3 0 0
split_gain=0.000247621 0.000611048 0.00166227 0.0114303 0.00231186 0.00394916 0.000489567 0.000295933 0.00165929 0.00989052 0.0193355 0.00690492 0.00918321 0.000662695 0.00304381 0.000449125 0.000289293 0.00117879 0.000600379 0.000676365 0.000533037 0.00026544 0.000848695 0.00921855 0.00572233 0.0104853 0.00462672 0.00481701 0.00218432 0.00357521
threshold=0.17076500000000003 38.179089776100007 101.10215645365001 69.563854125350005 86.420486603250012 64.184249406300026 36.893814626400008 -0.037054999999999998 39.458743938000005 98.911063077300014 96.851704149400021 1.0000000180025095e-35 67.300172379550006 85.995710218650018 86.479632682150012 -0.039434999999999998 -0.011675 -0.028049999999999999 0.090735000000000024 0.099465000000000012 42.719328117250008 74.916574263050009 0.088220000000000021 0.075810000000000016 -0.044409999999999998 0.087555000000000022 41.571132012400007 0.082535000000000011 98.911063077300014 101.55650587770002
decision_type=2 2 2 2 2 2 2 2 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 6 3 4 -3 -6 -2 15 9 10 11 -9 -13 -10 -15 21 17 20 -18 -20 -16 -1 23 -23 25 26 -25 -28 -29 -30
right_child=1 2 -4 -5 5 -7 -8 8 13 -11 -12 12 -14 14 16 -17 18 -19 19 -21 -22 22 -24 24 -26 -27 27 28 29 -31
leaf_value=-0.00018798291161438842 -0.002556532440340765 -0.022894736856904914 -0.0019934503545384593 -0.10030170587719343 0.069246521608043496 -0.0079373379471113659 0.0011983982069692656 0.041094982806513601 -0.0022280274872678017 -0.00036729221589784883 0.10022044378657212 0.028846672487131905 -0.059112255605935318 0.0074461890607356905 0.00074422161568198585 -0.0029673367604112818 0.00016941060363864045 0.0050108065782491704 -0.0049781380030784837 -0.00056060096948051103 -0.002989926122001474 0.00043006661673068361 0.00011278732495285644 -0.08952076497937296 0.10026663234297989 0.099601963809319974 -0.10006653235450702 0.10004028352259631 -0.061444553883235498 0.078518505074780809
leaf_weight=24.672519353404383 0.51442146203590478 0.019124612449004874 0.52453700491760347 0.013578314084484511 0.010890864476095885 0.016940221855215043 1.0683042483986325 0.034538321586444209 1.0265161016964306 0.51951489112911697 0.030559500446543097 0.022462701697179455 0.025169336910039419 0.58427999163723043 1.5200924424302691 0.54257827513288504 5.5619820091171457 0.55357418855586704 0.52429018943679717 1.0226185072244283 0.51070595851308542 0.51297165192618632 3.6064629388238223 0.0063884615454783333 0.014033461455255747 0.011710401419104954 0.0030035566957852334 0.0041597932286094874 0.0036132765912952891 0.0036876863142921712
leaf_count=1796 95 33 84 31 8 41 30 30 204 86 5 18 25 40 24 14 240 62 54 45 60 158 353 158 2 14 260 4 11 49
internal_value=-1.02268e-06 -0.00104281 -0.0038042 -0.0194946 0.00387261 0.0222663 -2.20387e-05 5.36368e-05 0.000473521 0.00545893 0.0323091 0.00705254 -0.0176319 0.000194683 0.000436662 -0.000116944 1.41495e-05 0.00092021 -0.000315241 -0.00205783 -0.000194843 -6.3316e-05 0.000675 0.0042985 0.0468852 0.0238799 -0.0186437 0.0126606 0.0422034 0.00925021
internal_weight=43.4852 2.1678 0.585071 0.060534 0.0469557 0.0278311 1.58273 41.3174 11.9363 0.632245 0.11273 0.0821704 0.047632 11.3041 10.2775 29.3811 9.69326 2.58437 7.10889 1.54691 2.0308 28.8386 4.16603 0.559568 0.0465966 0.0325632 0.0208528 0.0144643 0.0114608 0.00730096
internal_count=4034 322 197 113 82 49 125 3712 893 164 78 73 43 729 525 2819 485 146 339 99 84 2805 1009 656 498 496 482 324 64 60
is_linear=0
shrinkage=0.1


Tree=701
num_leaves=31
num_cat=0
split_feature=4 4 1 4 3 4 1 1 4 3 2 4 3 3 3 3 3 3 4 4 0 3 4 3 1 1 1 3 3 0
split_gain=0.000251402 0.000877437 0.00133538 0.00071476 0.00141742 0.000585087 0.00151257 0.000570343 0.00199069 0.00307001 0.00166211 0.00208425 0.00720076 0.00888615 0.00222553 0.00410837 0.0013444 0.00504186 0.00104105 0.00111296 0.00387047 0.00108008 0.000705456 0.000539633 0.00110886 0.0221487 0.00278583 0.00111312 0.00169657 0.00103621
threshold=40.563919884450009 40.80591513400001 62.041548276350007 40.316494640950005 0.096665000000000015 40.003678352300007 62.084563606450011 61.998532946250002 41.218101594450012 0.093735000000000027 -0.061874999999999999 41.035283712600005 0.10433500000000002 0.10371000000000001 0.10111000000000002 0.097450000000000023 0.08376500000000002 0.049900000000000007 42.686561923500008 41.436838994450007 85.791387400750025 0.087555000000000022 40.890797847750008 0.088145000000000015 72.187789260650007 80.677940036650014 75.408562100950022 0.08883000000000002 0.092075000000000032 88.17067284620002
decision_type=2 2 2 2 2 2 2 2 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 -1 -7 10 9 22 18 -12 13 14 15 16 17 -13 19 -3 -21 -20 -9 -10 27 26 -26 -25 -29 -30
right_child=1 7 -4 4 -6 6 -8 8 23 -11 11 12 -14 -15 -16 -17 -18 -19 21 20 -22 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=0.00021625550202387895 -0.0062994485457992262 0.00041312019306105353 -0.00081978784313463393 0.00039939982949554131 0.0045639207637240371 5.1083068317526683e-05 -0.0058756721973649301 0.0023966297104548962 0.00032793901036961903 0.0093967692982792565 -0.0038920690442894772 -0.1001961492422736 -0.084830284971864442 0.046767559449146207 -0.10062786159973247 0.033421215261335485 -0.073991682794929722 0.075253521832923401 -0.00085855268369772674 0.0022718405574416001 -0.0096352717120412757 0.0055306527848377335 -0.0020329915090577864 -0.0047670217541368994 -0.10032278292285557 0.0010232239292478019 -0.050876396394965023 0.004981978809152245 -0.0011875172322269279 0.0033436501453206844
leaf_weight=10.484011436755859 0.53998493640606371 1.5254299599163528 2.5211349900148043 3.5213261691629816 1.0642867969170451 1.5493054846417078 0.59635711476181708 1.0237514601214646 10.398663087502978 0.57121738509886189 0.49407311337700299 0.0034657274829816833 0.014582930845300268 0.020010406151413918 0.0049006709674017648 0.0078185630263760686 0.011486091896927064 0.0031055861663844553 0.52122387603230647 0.5381394956204637 0.5540623261804285 0.53735363280793536 0.55414021719712447 0.53816344380706826 0.018594210699461766 0.50895941146586998 0.02942597214575926 0.60689500437725463 4.1406454175577423 0.57475047756361153
leaf_count=1299 76 21 65 57 34 29 110 30 1235 35 9 105 17 2 8 3 32 18 144 34 24 24 64 27 33 123 64 84 145 83
internal_value=-3.99412e-07 -0.000195091 -0.00178641 0.000296603 0.00136595 -9.16596e-05 -0.00159618 1.48671e-05 0.000249181 0.00311505 -0.00103428 -0.00611226 -0.0228927 -0.00510803 -0.0388366 -0.0271339 -0.0533533 -0.0172791 -0.000261511 -0.00133166 -0.00376851 0.00238473 0.00084099 -0.00011708 -0.000838178 -0.00510204 -0.0700229 -0.000432939 5.30125e-06 -0.000635222
internal_weight=43.4773 26.262 3.06112 17.2153 4.58561 12.6297 2.14566 23.2009 18.9652 2.14911 4.23565 0.559443 0.06537 0.050787 0.0307766 0.025876 0.0180574 0.00657131 3.67621 2.61763 1.0922 1.05858 1.57789 16.8161 6.41743 0.55698 0.0480202 5.86045 5.32229 4.7154
internal_count=4034 2505 141 1529 91 1438 139 2364 1923 129 441 194 185 168 166 158 155 123 247 79 58 168 94 1794 559 220 97 339 312 228
is_linear=0
shrinkage=0.1


Tree=702
num_leaves=31
num_cat=0
split_feature=2 4 4 2 4 4 1 3 0 1 3 1 4 4 2 0 4 0 3 1 2 2 2 1 2 2 2 3 4 2
split_gain=0.000308043 0.000686889 0.000427157 0.000252342 0.000185399 0.000748131 0.00107269 0.000634308 0.000521352 0.00109621 0.000767333 0.00051001 0.000916834 0.0158411 0.00888312 0.000562851 0.00142447 0.00292184 0.0011999 0.00257418 0.00218473 0.00207121 0.00137784 0.00102975 0.000930596 0.00405036 0.0039776 0.00148673 0.00289595 0.00255779
threshold=0.22598000000000004 37.784765830350004 36.893814626400008 0.12427500000000002 40.563919884450009 40.80591513400001 62.041548276350007 0.13041500000000003 85.812895065800021 61.93938686740001 0.10184000000000003 61.93938686740001 41.436838994450007 42.488347682450005 -0.091919999999999988 86.420486603250012 41.218101594450012 86.643628628100018 0.085820000000000021 62.068432857650002 -0.058374999999999996 -0.086719999999999992 -0.032369999999999996 75.951630643300021 -0.088224999999999984 -0.083424999999999985 -0.096529999999999991 0.081515000000000018 42.522337019050006 -0.032369999999999996
decision_type=2 2 2 2 2 2 2 2 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 11 10 -10 -1 12 -7 14 -14 18 23 -18 -13 20 21 -20 -22 -17 26 -26 -19 28 -27 -29
right_child=1 -3 -4 -5 5 7 -8 -9 9 -11 -12 15 13 -15 -16 16 17 24 19 -21 22 -23 -24 -25 25 27 -28 29 -30 -31
leaf_value=-0.0044597024609567193 -0.0019221863619264001 -0.0042914530871901108 0.0021632896235938607 0.0020253370952196645 -0.0056481398089213162 0.0002652736439594165 -0.00074384496080469038 -0.0019077345601320685 0.0048276848887987226 0.00032415669405221038 -1.001827982522361e-05 -0.0013853738883817311 0.0037538141866563617 -8.5833788749819662e-06 -0.094937353224083018 0.0064792042743190342 -0.0070869173950792582 3.2265295084113913e-05 0.00057685931227237906 0.0080070585524699579 -0.0067567765847273134 0.0057544509822920285 0.00054451692367657944 0.00025565560976045955 0.0086232631001875223 0.0079518849324548124 -0.0090536259165432779 -0.0073077705230599772 8.5813792941601607e-05 -8.4661162523589918e-05
leaf_weight=0.53631584661308451 0.50841101083675833 0.53339217733135069 0.51531162980634804 0.63730698393022933 0.54191948523171918 1.0171011593852841 2.5193758437054221 1.5369592532343457 0.56379931760602531 13.074580856235483 1.3971304199450854 1.5409792612595588 0.013340342084575241 0.52372846302288978 0.028830937662959966 0.54535978390413042 0.61471244270796965 3.5981476897778779 2.5406170713844176 0.5907569785239416 0.50985587280229083 1.1102644436396074 0.52419405008868147 0.51875222481886207 0.59136803099958957 0.55388483905019681 0.55631650175653069 0.64324163480805951 3.0195107862880688 2.0612033827608318
leaf_count=219 85 146 13 156 76 37 53 39 25 980 41 174 15 225 61 39 30 692 52 94 12 33 29 54 52 49 85 137 136 195
internal_value=-6.3998e-07 -0.00138173 0.000134321 5.06735e-05 2.01816e-05 -0.000144796 -0.00161202 5.36041e-05 0.000292467 0.000510329 -0.00124431 0.000196457 -0.00152984 -0.00475623 -0.0637177 0.000336459 -5.69166e-05 -0.000377123 0.00106949 0.00178654 0.00100215 0.00215141 -0.00305551 0.00344524 -2.96508e-06 0.000711567 -0.00118441 -3.37094e-05 0.00130507 -0.00180265
internal_weight=43.4667 1.55711 1.02372 41.9096 41.2722 25.7004 3.0613 22.6391 15.5718 13.6384 1.93345 21.1022 1.583 0.5659 0.0421713 19.5192 12.7025 11.6384 6.81667 5.27569 4.68493 3.65088 1.03405 1.06411 11.0237 6.86921 4.15446 6.27784 3.5734 2.70445
internal_count=4034 244 98 3790 3634 2369 129 2240 1265 1005 260 2201 338 301 76 1863 1469 1376 394 220 126 85 41 93 1346 569 777 517 185 332
is_linear=0
shrinkage=0.1


Tree=703
num_leaves=31
num_cat=0
split_feature=2 4 0 1 2 0 2 4 0 0 2 4 3 3 1 2 4 2 2 3 4 1 3 0 1 3 3 2 1 2
split_gain=0.000280874 0.000576432 0.00121491 0.010613 0.00210367 0.00448996 0.000315504 0.00129756 0.00846686 0.0115547 0.00459562 0.00335641 0.000673375 0.00143596 0.00115464 0.00044133 0.0107361 0.0182632 0.0256829 0.000561464 0.00132337 0.000420823 0.00659387 0.00641871 0.00546857 0.00456534 0.00718996 0.00221826 0.000615344 0.000356246
threshold=0.17076500000000003 38.179089776100007 101.10215645365001 69.563854125350005 0.20949500000000004 88.17067284620002 -0.037054999999999998 39.458743938000005 98.911063077300014 96.039789794050009 1.0000000180025095e-35 38.064633603500006 0.096665000000000015 0.11379500000000002 61.987779113750001 0.04932000000000001 40.984321400500008 -0.016679999999999997 -0.026144999999999998 0.072205000000000033 41.646178195200001 77.086159974350025 0.092260000000000023 102.21786657775002 78.962703749400006 0.087475000000000011 0.084360000000000018 -0.13734499999999997 82.457699319000014 -0.039434999999999998
decision_type=2 2 2 2 2 2 2 2 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 -3 -6 21 8 9 10 -8 -12 15 14 -14 16 -9 18 -18 20 -19 29 23 25 -25 26 27 -23 -26 -1
right_child=1 2 -4 -5 5 -7 7 12 -10 -11 11 -13 13 -15 -16 -17 17 19 -20 -21 -22 22 -24 24 28 -27 -28 -29 -30 -31
leaf_value=-0.0001234184120576082 -0.00012145223936284896 -0.013601448900042541 -0.0022805797338602512 -0.10027215587321583 0.092458000751062308 -0.0075584283975129486 0.037644533741797201 0.00031981046841815801 -0.00038465271868230787 0.082814615554756429 0.015170647269868727 -0.040108930061805402 0.00095301523709955763 0.00013233235048047684 0.0074052124349999306 -4.3831573433699372e-06 -0.10132993188869349 0.021107844478107832 0.0749736774520572 -0.10039939167443619 -0.10040903948546227 -0.049704617030629381 -0.00072882584711725189 0.074035451825347001 -0.10022767660112052 0.083147952931853411 -0.075662176896727329 0.082745586396229032 -0.025022698767112939 -0.0027087980817229189
leaf_weight=28.243904181815289 1.5813424063353734 0.026694304208817299 0.52340773098184945 0.012235275288222214 0.0071663228951082672 0.012011901862670982 0.033960808738983661 1.047350978949211 0.51945706916345546 0.030256091384217143 0.022921058527913374 0.021089588633913081 0.52929568271366656 3.0292230601964434 0.58267882103971091 6.0481308873460016 0.013221106312224729 0.0013317935588487142 0.02203172372520501 0.028075280653883983 0.0027400917631776878 0.0014742744928288856 0.52752767870612705 0.0031651522122123658 0.005423818909995797 0.023748964980313758 0.0057354987518989367 0.0088850057963594815 0.0013609980708968721 0.5432189809135356
leaf_count=1930 125 27 84 31 24 31 30 66 86 6 22 20 15 45 51 231 74 18 39 133 57 70 183 23 92 14 13 67 414 13
internal_value=-5.81768e-07 -0.00111144 -0.00380354 -0.0175217 0.00454982 0.0298147 5.75983e-05 0.000491215 0.00491668 0.0303613 0.0100073 -0.0113189 0.000245481 0.00126054 0.00433399 -0.000341372 -0.00216972 -0.0408554 0.00885335 -0.0953664 -0.0606645 -0.000118595 0.00255459 0.03734 -0.0345066 0.0552818 0.0141634 0.063896 -0.085142 -0.000172205
internal_weight=43.4591 2.16286 0.581516 0.0581078 0.0458725 0.0191782 41.2962 11.9318 0.627685 0.108228 0.0779715 0.0440106 11.3041 4.1412 1.11197 7.16288 1.11475 0.0674 0.0352528 0.0321472 0.00407189 29.3644 0.577321 0.0497937 0.00994997 0.0398437 0.0160948 0.0103593 0.00678482 28.7871
internal_count=4034 322 197 113 82 55 3712 893 164 78 72 42 729 111 66 618 387 321 113 208 75 2819 876 693 529 164 150 137 506 1943
is_linear=0
shrinkage=0.1


Tree=704
num_leaves=31
num_cat=0
split_feature=2 4 1 1 0 1 4 2 4 0 0 0 0 4 4 2 4 4 4 2 0 4 4 3 3 1 3 0 1 3
split_gain=0.000228216 0.000469582 0.00117415 0.0100778 0.00185358 0.00321266 0.000308538 0.000255034 0.00106363 0.00710735 0.0104035 0.00436326 0.00559988 0.00062511 0.000754777 0.00122498 0.00322171 0.000796449 0.000461791 0.000390845 0.000665513 0.000589799 0.000471361 0.000369679 0.0021142 0.00088135 0.0017388 0.000810718 0.000551409 0.00549483
threshold=0.17076500000000003 38.179089776100007 77.543197856500015 69.563854125350005 86.420486603250012 64.184249406300026 36.893814626400008 -0.037054999999999998 39.458743938000005 98.911063077300014 96.039789794050009 89.813320763900023 93.399723909900004 39.861052345600008 42.094663496250007 -0.0034049999999999996 41.872294782850005 42.388109226950007 42.488347682450005 0.010890000000000002 86.382848189450016 40.664404858950007 41.147265497500008 0.10546000000000001 0.10932000000000001 61.966271448700006 0.11531000000000002 85.963448721100022 77.086159974350025 0.092260000000000023
decision_type=2 2 2 2 2 2 2 2 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 6 3 4 -3 -6 -2 23 9 10 11 -9 -13 -10 15 16 -15 -16 -19 -17 -21 -22 -23 28 -25 -26 -27 -28 -1 -30
right_child=1 2 -4 -5 5 -7 -8 8 13 -11 -12 12 -14 14 17 19 -18 18 -20 20 21 22 -24 24 25 26 27 -29 29 -31
leaf_value=-3.1641693271776355e-05 -0.0021168099071651311 -0.020530893193925606 -0.0019534166944044427 -0.10036638390438238 0.065144454381234104 -0.0059434372353396074 0.00086252550611633455 0.048253798071883666 -0.0031872295940758959 -0.00034609020908256876 0.079999762330190308 -0.038195502318850431 0.024908453268758624 0.0089766399096889906 -0.0042860316207273663 -0.00086593587574386997 -0.0017965893615702962 0.0027074883478328689 -0.00044997007553186885 0.0043257089765009402 -0.00083702477000270115 7.6733777849539539e-05 0.0043634633588534319 -0.006734079354666524 0.0017079873085380063 0.0015110906606612558 -0.0012902475901403511 -0.0067151403971519672 0.036008839318849836 0.00017424178148455426
leaf_weight=24.541689611007918 0.51585834858238278 0.018138018201655892 0.52364848993009572 0.011571727324436176 0.010184711049078032 0.016916763323102657 1.0656200636662729 0.020796333567730585 0.5140411591426205 0.51958553665742613 0.028291978174820542 0.027010576071916148 0.02933572958863806 0.61750793383191627 0.50179783634652242 1.5170293727351234 0.50426200313866332 0.52289413538187535 4.0575268728784879 0.52824545760452002 1.5051581637549429 0.50097863964913336 0.52564633437404495 0.55329165396301805 1.5534439526832597 1.0430961762783688 0.51724891691105734 0.5893644470153877 0.046629375904918779 0.51979051620331618
leaf_count=1754 95 33 90 25 8 41 30 29 31 86 6 16 27 89 49 23 17 20 353 57 29 7 54 55 40 48 14 100 693 115
internal_value=-6.27548e-07 -0.00100217 -0.00343482 -0.0170894 0.0042119 0.0207713 -0.000109296 5.18197e-05 0.00044192 0.00445754 0.02813 0.00910686 -0.00534152 0.000219713 0.000382157 0.00117231 0.00413382 -0.000503866 -8.95193e-05 0.00044649 0.00109713 0.000423506 0.0022716 -0.000106536 -0.000968291 -0.000106819 -0.00141825 -0.00417946 3.95529e-05 0.00312425
internal_weight=43.4466 2.16194 0.58046 0.0568112 0.0452395 0.0271015 1.58148 41.2847 11.9201 0.62502 0.105435 0.0771426 0.0563463 11.2951 10.781 5.69883 1.12177 5.08222 4.58042 4.57706 3.06003 2.53178 1.02662 29.3646 4.25645 3.70315 2.14971 1.10661 25.1081 0.56642
internal_count=4034 322 197 107 82 49 125 3712 893 164 78 72 43 729 698 276 106 422 373 170 147 90 61 2819 257 202 162 114 2562 808
is_linear=0
shrinkage=0.1


Tree=705
num_leaves=31
num_cat=0
split_feature=4 4 3 0 3 0 1 1 2 0 0 2 0 4 4 2 0 1 2 4 1 1 4 1 2 2 0 4 4 2
split_gain=0.000214827 0.000697231 0.00124427 0.000653363 0.00173121 0.0169203 0.0120976 0.00109233 0.000700557 0.0127731 0.000608563 0.00412986 0.00982621 0.00284905 0.00369793 0.00230062 0.00177478 0.00110252 0.00106055 0.00222668 0.000968795 0.000821448 0.00204366 0.00354136 0.00946154 0.000734969 0.000666771 0.000631873 0.000618633 0.000560749
threshold=40.563919884450009 40.316494640950005 0.096665000000000015 85.812895065800021 -0.09053499999999999 96.959242474650011 68.20618276945001 61.853356207250009 -0.12546499999999997 93.399723909900004 85.812895065800021 -0.091919999999999988 85.732241321850012 41.385032804600009 41.646178195200001 -0.116995 85.877418060900013 55.782817748650011 -0.23783499999999999 43.572676689450006 61.950140699950005 61.993156030000002 42.824128352900011 61.901748453550006 -0.032369999999999996 -0.083064999999999986 85.57631075030001 40.583589072600013 48.96897326980001 -0.10051499999999999
decision_type=2 2 2 2 2 2 2 2 2 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 -5 -1 9 -6 11 12 13 -2 -15 17 -12 -16 19 -19 -13 22 23 -18 -25 -22 -27 -23 -20 -10
right_child=10 2 -4 4 8 -7 -8 -9 29 -11 16 20 -14 14 15 -17 21 18 28 -21 25 27 -24 24 -26 26 -28 -29 -30 -31
leaf_value=9.8430100418070998e-05 -0.10011138181298262 0.00042566566763103985 0.0043301516103507352 -0.033004760730543474 -0.056824477895678349 -0.098113422179571641 0.0650436355669545 -0.0054768137549520753 0.0034800121106348873 0.0010418229904151624 -0.0060760642147602833 -0.0029749617228787793 0.085483815400298396 0.099943904664605801 -0.070146844903373792 -0.10004861410963953 0.00078525412588746331 -0.1000574665495587 0.03552284239993541 0.056093766774756339 -0.001079591400177296 -0.0034491450664966027 0.0019482125752097958 -0.01647407066555159 0.0021068077230690717 0.00085887327537357097 0.0058624941891695908 0.00012360134065898392 -0.0034342889054462932 0.00025932903298509354
leaf_weight=0.89618856067904984 0.0028620061557376167 3.5219453407586228 1.0623827714610028 0.026132475035773171 0.041151732345640735 0.018273038642397189 0.024272229620692087 0.5781177807054434 0.57167367880507214 0.5221962188241539 0.52491445364649081 0.52580216290134441 0.019430536747677252 0.0035568695109304818 0.0019816090231995443 0.002499573675706304 1.0097310515884634 0.0023502456620008117 0.0095466851635706042 0.0014935221970162615 0.52741990470539679 0.50765406749997666 1.0294009640201691 0.56252424525382616 0.53439544556567808 0.50780331179933813 0.56004276816099718 19.895759230487272 0.0071135839572207251 9.9441436374813872
leaf_count=184 74 57 34 34 43 131 23 91 91 216 27 175 12 3 62 35 12 22 38 68 46 6 12 32 18 60 38 1741 24 625
internal_value=-3.54901e-07 0.000274239 0.0013305 -0.000109392 0.000152251 -0.0156757 0.0142101 -0.00208778 0.000250366 -0.00318522 -0.000180441 0.00142269 0.02959 -0.00499303 0.00454479 -0.00903612 -0.00032513 0.0010811 0.00796492 -0.0393838 0.000747617 -0.000196888 -0.00170367 -0.00348814 -0.00742187 0.00197458 0.00348307 3.47084e-05 0.018889 0.000434416
internal_weight=43.4428 17.2065 4.58433 12.6221 11.1478 0.0686777 0.0504047 1.47431 11.0792 0.563348 26.2363 2.1719 0.0508346 0.0314041 0.0285421 0.0249852 24.0644 0.0224856 0.020504 0.00384377 2.12107 23.5395 3.13605 2.10665 1.09692 1.59527 1.06785 20.4034 0.0166603 10.5158
internal_count=4034 1529 91 1438 1163 188 57 275 975 259 2505 657 338 326 252 249 1848 214 152 90 319 1821 74 62 50 144 98 1747 62 716
is_linear=0
shrinkage=0.1


Tree=706
num_leaves=31
num_cat=0
split_feature=1 1 2 2 0 2 4 4 1 1 3 2 3 1 4 2 0 4 3 4 1 2 4 0 1 3 3 0 2 0
split_gain=0.000202214 0.005286 0.00553828 0.00302997 0.00146241 0.000999087 0.000961984 0.000654512 0.00026561 0.000657785 0.00103423 0.000505872 0.00957204 0.0071725 0.0075402 0.00303568 0.00147155 0.000348221 0.000659358 0.00168061 0.00118417 0.00116879 0.00266917 0.000935924 0.00284445 0.000816366 0.0011159 0.000534496 0.003565 0.00869585
threshold=81.320481529800006 81.479100559500012 -0.085584999999999994 -0.62218499999999988 107.28023323745002 -0.60024999999999995 39.110279783550006 39.184300550350009 77.543197856500015 75.634392583900009 0.08895500000000002 0.061925000000000015 0.092465000000000033 80.468240302450013 42.434124620650003 -0.078504999999999991 101.28228314840001 40.563919884450009 0.093325000000000033 40.377444152000002 61.93400995115001 -0.076484999999999984 36.491284729650012 85.925810307250018 62.041548276350007 0.11531000000000002 0.096885000000000013 85.812895065800021 -0.091919999999999988 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=8 -2 3 -3 -4 -5 -7 -8 9 17 -11 12 13 14 15 16 -10 18 20 21 -1 22 -20 -23 -25 26 -26 28 29 -19
right_child=1 2 4 5 -6 6 7 -9 11 10 -12 -13 -14 -15 -16 -17 -18 27 19 -21 -22 23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0048209332521704264 -0.00031468692448834206 -0.10008111305317401 -0.10023705402496351 0.097612658091362922 -0.0060310831190225501 -0.044590308075671471 0.10003145065269647 -0.004111616546248119 0.03079368089390629 0.00076730250014369521 -0.005455181985395738 0.00025671287433704252 -0.0005832409106990207 0.08445471408423183 -0.10009735368457173 0.063910094175288298 -0.034474906946755965 -0.0047583061922507018 0.0028335432777852024 0.0064237329706361354 0.00010133154166160918 -0.00052485469990825098 -0.0069537442425855857 0.0088246928290100102 0.00070581725330901826 -0.0012921777017371001 0.0058121412164761788 -0.00036454564274902016 0.00067363087851393785 0.082988214765101195
leaf_weight=0.52147076207826781 1.0009636651839178 0.0017782907374623092 0.012209403448689926 0.0024514525371318822 0.0019049285454663398 0.0015674814618911728 0.0014142594882287085 0.0010526383882139816 0.0070476395516294588 0.512404877527884 0.55797007273616117 2.026735593754605 0.53581940539380746 0.023750496630699613 0.0050395150625475718 0.014860095637457341 0.0067751813165900371 0.030080725326000812 0.53208123725002521 0.54748159691087028 7.7883332653814801 1.9468330762265393 0.58500826584628496 0.54918452678975915 1.5163090371720507 1.0250868368243571 0.59625564489931537 20.943125226404135 2.1199341825206095 0.018083888047840446
leaf_count=162 13 37 117 22 325 128 2 329 10 91 70 55 74 43 91 21 32 326 59 22 426 39 96 15 17 14 65 1004 317 12
internal_value=-2.67051e-07 -0.00138932 -0.0494563 0.0155573 -0.0875226 0.0472631 0.0166687 0.0555931 3.32506e-05 -3.09676e-05 -0.00247638 0.00100851 0.00357673 0.0423601 0.0127131 0.0325336 -0.00119737 3.66347e-05 0.000401557 0.0010951 -0.000207559 0.000662951 -0.00229196 0.00124887 0.00218549 0.00102343 0.00214704 -0.000209814 0.00128484 0.028187
internal_weight=43.433 1.02334 0.0223785 0.00826412 0.0141143 0.00648583 0.00403438 0.0024669 42.4097 39.7896 1.07037 2.62003 0.593292 0.0574729 0.0337224 0.0286829 0.0138228 38.7193 15.608 7.29824 8.3098 6.75076 1.11709 5.63367 3.68684 3.13765 2.11256 23.1112 2.1681 0.0481646
internal_count=4034 973 960 518 442 481 459 331 3061 2735 161 326 271 197 154 63 42 2574 915 327 588 305 155 150 111 96 82 1659 655 338
is_linear=0
shrinkage=0.1


Tree=707
num_leaves=31
num_cat=0
split_feature=4 4 3 1 0 4 4 2 2 0 2 3 3 3 0 2 1 2 0 4 2 3 2 4 4 0 2 0 4 2
split_gain=0.000185956 0.000585143 0.00198955 0.00825387 0.000384921 0.000787376 0.000380208 0.000293992 0.000397167 0.0011152 0.00228295 0.00549571 0.0157194 0.0150247 0.00145198 0.000893861 0.000845834 0.00344241 0.00108212 0.00873594 0.00814611 0.00707709 0.00448217 0.00456325 0.000494563 0.00264661 0.00599915 0.00778234 0.00779904 0.0054545
threshold=37.038444968100009 35.419594101850009 0.080135000000000026 69.64719632740001 96.531777631850005 36.728658719300007 37.52517992975001 0.22598000000000004 -0.06828999999999999 86.329079026800017 -0.018034999999999999 0.085335000000000022 0.10220000000000003 0.10507500000000002 86.479632682150012 -0.072524999999999992 71.015621515800021 -0.033799999999999997 88.17067284620002 42.660927378600007 -0.011675 0.11379500000000002 0.086310000000000026 40.241071441700008 42.283941020600004 86.103248543850015 -0.076484999999999984 85.624702996650015 43.426640904350009 -0.083064999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 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 15 10 11 -10 -13 -14 -11 24 17 -16 -19 20 -20 22 23 -22 -8 26 27 29 -29 -26
right_child=6 2 3 4 5 -7 7 -9 9 14 -12 12 13 -15 16 -17 -18 18 19 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=7.8987804618341865e-05 0.0026926754672059786 -0.001784238489781627 0.00070194247957961159 -0.10028348118042912 -0.10005517642285905 0.011800441806851959 -0.00033574703580368419 -0.0016527786247748204 -0.0019340349327376105 0.0058038392823729053 0.00041094719071432177 -0.084808228619018156 0.028106016017459292 -0.049288345755633768 0.0087994320485328785 -0.004141002202947712 -2.583537811754327e-05 -4.2501308597519953e-05 0.092464345523485716 -0.00019500077977359096 0.061761995146734527 0.071247750877440591 -0.046233402097704289 -0.017172456918020496 -0.014394627671829356 0.0011512236559277119 0.10013170672686811 -0.10027658501421471 0.0018028782460096648 0.084529522735341214
leaf_weight=1.5733932470705776 0.53615897415578118 0.50975637875698843 0.038824851031705479 0.010276409510205031 0.0016617916282704462 0.001012889349192303 18.566767272667121 1.0335463553740059 0.52094879436921937 0.55029526668476947 1.5987052636413563 0.032800263586352685 0.058198052494844887 0.044083298136534665 0.58764650820376108 0.56373969842324001 8.6567707570526871 3.5606091570443814 0.018912237928816245 0.52825142991378016 0.013759969850070886 0.017692711371637415 0.015838143452128861 0.015657970502616081 0.023071156144549965 4.306247759657869 0.003972237929703081 0.019599633655730031 0.012108345712391611 0.0073493125692039021
leaf_count=387 77 81 44 32 66 17 930 148 32 20 221 28 13 36 57 47 462 58 22 30 7 9 28 37 228 811 1 47 33 25
internal_value=1.42032e-08 -0.00091004 -0.00368126 -0.0223583 -0.0914882 -0.057696 4.7066e-05 1.22626e-05 5.5585e-05 0.000436211 -0.0016274 -0.00659473 -0.0245689 -0.00525098 0.000769383 -0.000207098 0.000562867 0.00163388 0.000624266 0.00451551 0.0349126 0.0176218 -0.00334306 0.0197484 -0.000110421 0.000846406 -0.0190115 -0.026629 -0.0612954 0.00950456
internal_weight=43.4277 2.13493 0.561532 0.0517759 0.0129511 0.00267468 41.2927 40.7566 39.723 16.2202 2.25474 0.65603 0.135082 0.102281 13.9654 23.5029 13.4151 4.75837 4.17072 0.610112 0.081861 0.0629488 0.0452561 0.0294179 22.9391 4.37235 0.0661007 0.0621284 0.031708 0.0304205
internal_count=4034 627 240 159 115 83 3407 3330 3182 1060 330 109 77 49 730 2122 710 248 191 133 103 81 72 44 2075 1145 334 333 80 253
is_linear=0
shrinkage=0.1


Tree=708
num_leaves=31
num_cat=0
split_feature=2 2 3 4 3 2 1 2 3 3 3 4 2 4 3 0 0 3 3 3 0 1 4 4 3 1 2 2 2 0
split_gain=0.000207012 0.000843164 0.00125042 0.000464294 0.000653332 0.000400871 0.00195295 0.000430299 0.00080511 0.00402588 0.00256142 0.000769101 0.00223548 0.00311415 0.000651769 0.00100632 0.00354303 0.000876949 0.000603938 0.00196752 0.00110679 0.0031813 0.012424 0.0174792 0.0184072 0.0287784 0.0137556 0.0122487 0.00787316 0.00908146
threshold=-0.117885 -0.11103999999999999 0.086555000000000021 37.038444968100009 0.091275000000000023 -0.099639999999999992 62.00390986255001 -0.08854999999999999 0.10661000000000002 0.11531000000000002 0.10507500000000002 41.50623664750001 -0.096529999999999991 41.685324604100011 0.093325000000000033 85.995710218650018 94.203572890950014 0.099855000000000027 0.092260000000000023 0.091935000000000031 87.170566421650008 71.015621515800021 42.558389508100007 42.388109226950007 0.079470000000000027 70.776348742200014 -0.061874999999999999 -0.037054999999999998 -0.013805 88.872360418250011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 -5 11 10 -10 14 -7 -13 -14 18 17 -17 -16 19 20 -9 22 23 24 27 26 -26 -22 -28 -30
right_child=1 3 -4 5 -6 7 -8 8 9 -11 -12 12 13 -15 15 16 -18 -19 -20 -21 21 -23 -24 -25 25 -27 28 -29 29 -31
leaf_value=0.00055708362904120844 0.00068368792046783887 -0.00017915442391265829 -0.0062286759314184158 -0.0025805061101679726 -0.0043939168703751629 6.2908355111895484e-05 0.0059528556296882867 -0.0013340717326052211 0.0088035898490086088 0.00027341504014399186 -0.006954019294490639 0.001035848005869981 0.00030508683396268438 -0.010453991052546645 -0.0042880798861586363 0.0085386151501757601 0.0005219883168400282 0.00045868412228379767 -0.0021268112215854576 0.0058981993097737533 0.10024323618569936 -0.00014256654524531095 -0.00064807324260405239 0.10038444006760963 -0.087219205979964354 0.10047825087425687 0.055835026627615719 0.0047695567812455738 -0.10051039139322822 0.010934274241900056
leaf_weight=5.7787285589493882 0.50723596669343496 1.0429047123323738 0.54062502583010286 0.50297316691784211 0.56812991589358341 4.0393046025741244 0.57456542786645026 5.7698874248673446 0.62825857597541457 4.6359946870041213 0.52967800961883327 1.0332074178173849 0.5013726709294144 0.5805066481389316 0.53230708799631443 0.67318713928023077 3.0449731519351815 1.4477601157302045 1.5350086416448245 0.53716924615045414 0.033284462435403839 7.6644956128936803 0.563618385837799 0.029126703109795926 0.032137905344598039 0.018915745196864009 0.015573948425299022 0.022535893605890034 0.011770600935051334 0.019303629087026764
leaf_count=1534 18 158 43 18 159 65 99 450 87 108 23 39 3 130 33 77 68 34 62 19 12 588 47 4 30 2 12 45 7 60
internal_value=-1.84796e-07 -8.57497e-05 -0.00288262 -5.64861e-06 -0.00166549 7.08034e-05 0.00196966 1.04458e-05 0.000178245 0.00129144 -8.24296e-05 -0.00074602 -0.00229088 -0.00546794 8.33815e-05 0.00100365 0.00197343 -0.000817402 -0.000239263 -4.23996e-05 -0.000267432 0.000464296 0.00669704 0.0293626 0.0158881 -0.0102848 -0.0368779 0.0616984 -0.00219569 -0.0312798
internal_weight=43.4145 37.6358 1.04786 36.588 1.61103 34.9769 1.07754 33.8994 27.745 5.26425 22.4807 6.15439 2.11509 1.08188 21.9511 5.69823 3.71816 1.98007 16.2528 14.7178 14.1807 8.41076 0.746267 0.182649 0.153522 0.0977018 0.0787861 0.0558204 0.0466482 0.0310742
internal_count=4034 2500 61 2439 317 2122 117 2005 1768 195 1573 237 172 133 1550 212 145 67 1338 1276 1257 807 219 172 168 111 109 57 79 67
is_linear=0
shrinkage=0.1


Tree=709
num_leaves=31
num_cat=0
split_feature=2 2 3 4 3 4 4 0 4 4 4 0 2 3 2 2 0 2 3 0 4 1 1 3 4 4 4 4 1 3
split_gain=0.000167231 0.000681999 0.00100764 0.000376102 0.000527251 0.000395833 0.000375465 0.000352994 0.0123793 0.00435838 0.00158178 0.00161889 0.000529022 0.00593019 0.00647654 0.00662615 0.00737277 0.00436052 0.00477855 0.00421062 0.00513445 0.00324983 0.00233293 0.0014934 0.00130428 0.00126295 0.00236739 0.00226706 0.00159154 0.000732892
threshold=-0.117885 -0.11103999999999999 0.086555000000000021 37.038444968100009 0.091275000000000023 35.782584506850007 37.52517992975001 85.963448721100022 40.467253020850002 39.458743938000005 37.999598532650005 76.451683855550016 -0.15076499999999998 0.4381000000000001 -0.16080999999999998 -0.50001499999999999 87.009258933850006 -0.59502499999999992 0.097450000000000023 94.354126546200021 39.337369931850013 72.378669787950017 83.116371560950014 0.085335000000000022 47.927946529500012 47.709122305950011 40.316494640950005 39.256147742250008 78.285212300550015 0.092505000000000018
decision_type=2 2 2 2 2 2 2 2 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 -5 8 9 10 11 -1 13 14 15 16 -9 18 25 20 -17 -19 24 -23 -21 26 27 28 -18 -22
right_child=1 3 -4 6 -6 -7 -8 12 -10 -11 -12 -13 -14 -15 -16 19 17 21 -20 22 29 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.077888473411203293 0.00061561171403901852 0.0017891436847227557 -0.0055849831918386378 0.0026937845727803651 -0.0039444914744222693 -0.0021070346181618431 2.3825749048233595e-05 -0.10046813100701271 -0.00014505593408207834 0.099555893727660327 -0.10006906563078302 0.074460031813397123 0.00039525318592425487 -0.10038561961190551 -0.084464661091154886 -0.017404796486071128 -0.10006492494389357 0.0024304719482156779 0.060802586343875135 -0.10007070717452396 0.055164602679025301 0.0060063212669003042 0.094644422776533996 -0.10011190663601939 -0.0074851155766929266 0.041387281405241193 -0.062386775255350135 0.10001284211696622 0.051335303834335405 0.095238030135659152
leaf_weight=0.0010030186936617743 0.50700420912224697 0.52090497804957725 0.54253363586908654 0.53487782524883343 0.5694984799475612 0.52212045048332933 34.43125111137789 0.0084149626763989141 0.52920407287518711 0.017314804861122468 0.0013622084648545751 0.0022898375054370285 5.115463662564701 0.0063544881882080509 0.0085065925489773431 0.0067444198048463048 0.0016104877356759141 0.0095924758321628729 0.016323816740687391 0.002944659184180653 0.0066335636874965678 0.001614770738753938 0.001314817770844955 0.0074199660413181712 0.0031482969594552046 0.0031397603511456032 0.0081876007443286714 0.0022303937417369468 0.0012205344845483447 0.014626944350311533
leaf_count=115 18 107 43 54 159 51 2068 8 293 12 20 35 259 9 248 24 15 24 25 79 43 62 67 65 17 8 40 9 36 21
internal_value=6.01789e-07 -7.63061e-05 -0.00258964 -4.19201e-06 -0.00149736 -0.000161216 6.46682e-05 0.000501566 0.0029085 0.0764617 -0.00943857 0.028054 0.000247688 -0.00661293 -0.000865323 0.00660725 -0.013706 0.000514917 0.0225066 0.0408835 0.058618 -0.0381063 -0.0261616 -0.0811455 -0.0522307 -0.0156376 -0.0291514 0.0246119 -0.034792 0.0827346
internal_weight=43.4049 37.6282 1.04954 36.5787 1.61252 1.04303 34.9661 5.77667 0.551174 0.0219699 0.00465506 0.00329286 5.22549 0.110029 0.103674 0.0951675 0.0597548 0.0513398 0.0327126 0.0354127 0.0280049 0.0186272 0.00740777 0.00903474 0.00609296 0.0163888 0.013249 0.00506142 0.00283102 0.0212605
internal_count=4034 2500 61 2439 317 158 2122 1534 475 182 170 150 1059 800 791 543 292 284 133 251 88 151 163 127 96 108 100 60 51 64
is_linear=0
shrinkage=0.1


Tree=710
num_leaves=31
num_cat=0
split_feature=0 4 2 2 0 2 3 1 0 1 0 3 4 0 2 4 2 3 4 3 4 4 1 1 3 3 1 4 4 0
split_gain=0.000183317 0.00243796 0.00595296 0.00447492 0.00466114 0.000978851 0.00317358 0.00108377 0.00138987 0.000922314 0.00262688 0.00967327 0.0122948 0.0115878 0.0060332 0.00479171 0.00399471 0.00476281 0.00209383 0.0149145 0.00455869 0.0015835 0.00120934 0.000679354 0.000600651 0.00133491 0.000568937 0.000777618 0.000884889 0.00203091
threshold=87.170566421650008 33.96174662340001 0.15844000000000005 0.10957500000000002 94.114853772600014 -0.59502499999999992 0.097450000000000023 75.408562100950022 100.27142289135001 66.590419433100024 93.805681087600007 0.085820000000000021 38.179089776100007 92.313586825200005 -0.02903 40.098777110850008 -0.056724999999999998 0.10721500000000002 40.720231579350006 0.085820000000000021 36.893814626400008 39.861052345600008 62.55235532115001 69.999384342500022 0.41214500000000009 0.12084500000000002 62.132955852800002 41.535369675400013 39.749124837650008 85.242941942100018
decision_type=2 2 2 2 2 2 2 2 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 -2 6 7 -3 -9 18 11 13 -13 15 -15 -11 -14 23 19 -7 -21 -22 -20 -18 25 26 27 28 29 -1
right_child=1 5 -4 -5 -6 9 -8 8 -10 10 -12 12 16 14 -16 -17 17 -19 22 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00042745289542000462 0.028342224353494878 0.0069785802971924233 -0.086660306994545605 0.09997200354428154 -0.1001881168030313 -0.00072614100124536755 0.047952505054654572 -0.08279963012477469 0.014067164201274169 0.0075827337637142597 -4.6996440318499092e-05 0.026223388250512 -0.08640645836219174 0.096315056650556591 0.01091800663088748 -0.10027465565727889 0.002052763408805394 -0.06623186912274559 1.6595246396785472e-05 0.00807542743224802 0.038141193919996132 0.065188202085786073 0.0047967004015752497 0.057518873975357154 0.0021350677211124432 -0.0031509005345974565 -0.002302069447471617 0.0011281280982571018 -0.00069812878935385106 0.0066387456595638789
leaf_weight=1.4276094859286121 0.0072284619341240666 0.009303062893648073 0.01094685300597753 0.0040457288509401215 0.0046279484690067239 0.51991743689450487 0.016694529365580024 0.0039695065188425352 0.0023630033734404754 0.0079124300811784787 16.013139093871036 0.022051105569190099 0.030373004476132337 0.016701792322500353 0.016393033883352004 0.008591486011240379 0.0052425988905184795 0.015163483651122078 4.1560621992284723 0.036257223586289911 0.048383571618614951 0.039170425210613757 0.60650415854342998 0.0038151916791946405 1.0451464963134629 1.5438226650239233 1.100478921855333 4.8176775751481307 11.288739332011124 0.56879940837825405
leaf_count=201 15 22 57 4 95 51 30 8 56 10 1851 22 32 23 18 59 34 9 94 29 34 15 76 14 28 36 242 585 250 34
internal_value=6.01691e-07 0.000207019 -0.0299077 0.00916008 -0.0218274 0.00024449 0.0176317 -0.0147427 -0.0466534 0.0002184 -0.000160274 -0.0145287 -0.0367963 0.0198816 0.0540149 -0.0485649 -0.0622505 -0.0319594 0.00134885 0.00670176 0.0378936 0.0502416 0.000625333 0.0254154 -0.000204041 -0.000321874 -9.44388e-05 3.97641e-05 -0.000354916 0.00158579
internal_weight=43.3971 21.6049 0.026849 0.0159021 0.0118564 21.578 0.0323301 0.0156356 0.00633251 21.5457 16.1394 0.126244 0.0766454 0.0495987 0.0330948 0.0165039 0.0545943 0.0242213 5.4063 0.643729 0.123811 0.087554 4.76257 0.00905779 21.7923 20.7471 19.2033 18.1028 13.2851 1.99641
internal_count=4034 2658 171 114 110 2487 116 86 64 2371 2072 221 111 110 41 69 89 57 299 129 78 49 170 48 1376 1348 1312 1070 485 235
is_linear=0
shrinkage=0.1


Tree=711
num_leaves=31
num_cat=0
split_feature=2 2 3 0 4 4 4 2 2 3 2 2 0 3 0 2 4 3 1 1 3 4 4 4 0 3 4 3 3 3
split_gain=0.000156411 0.000541655 0.000841389 0.000298323 0.0111223 0.00401936 0.00142685 0.00131775 0.000529027 0.00538149 0.00537324 0.0058427 0.00655608 0.00461153 0.00360621 0.0035286 0.00349184 0.00345618 0.00297451 0.00229198 0.00144877 0.000998041 0.00194513 0.00212249 0.000600735 0.000549728 0.000345486 0.000303082 0.00155906 0.000900666
threshold=-0.117885 -0.11103999999999999 0.086555000000000021 85.963448721100022 40.467253020850002 39.458743938000005 37.999598532650005 -0.26894999999999997 -0.15076499999999998 0.4381000000000001 -0.16080999999999998 -0.50001499999999999 87.009258933850006 -0.11012 95.620390325650007 -0.59502499999999992 40.241071441700008 0.097450000000000023 72.378669787950017 83.116371560950014 0.085335000000000022 47.709122305950011 40.316494640950005 38.804080188450008 92.805574663100018 0.094175000000000023 41.898943182100005 0.089675000000000019 0.099465000000000012 0.085495000000000029
decision_type=2 2 2 2 2 2 2 2 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 10 11 12 -5 -13 16 17 -15 21 -17 -16 -20 22 23 25 -12 -14 -18 29 -29 -10
right_child=1 -3 -4 8 -6 -7 -8 -9 27 -11 24 13 15 14 19 18 26 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.091448679686652545 0.00061915316816888019 -9.5250126051168992e-06 -0.0050426131709792738 -0.10042301165970219 -6.6684013190573417e-05 0.099395618357685123 -0.10006296018925281 -0.038619241037128674 -0.00012183207221437387 -0.10034874825027662 -0.036997469147131638 -0.10004516390271544 -0.10006880914565355 0.0062779576369588058 -0.063890317727756316 0.0023012509119031089 0.10004124724287891 0.053490679111915754 0.0054123764278944378 0.093557400017168613 -0.10010126677698908 0.037301367153388602 -0.057426226908188098 0.085594748843000515 -0.10012655000208726 0.0023685917328028954 0.072668868534454867 -0.0050856621438730709 0.0015398954245578577 0.0033749767793289226
leaf_weight=0.001568835803039458 0.50702373762766662 36.570416715697263 0.5442034925885596 0.0076153255031382585 0.5294851431739076 0.015694770895095189 0.0012372180290185497 0.0015470017208242259 2.5055979715979775 0.0058080919696976699 0.0020891520980514883 0.002237387398813114 0.0010731635459194991 0.0075128710674619075 0.0039957392533629945 0.0094616108840458474 0.0097665577486623079 0.015339524957227013 0.0016142152659967181 0.0012029048596821704 0.0067132166827959527 0.0030804445198207029 0.0076348515805657047 0.0025634395627660567 0.0054130944581467551 0.0010235276495791368 0.0087353441928570419 0.54449986653203675 1.0213207534965865 1.0432755484350051
leaf_count=16 18 2439 43 8 293 12 20 134 162 9 4 74 42 21 40 24 18 25 62 66 65 8 40 13 244 5 32 34 25 38
internal_value=4.80248e-07 -7.38568e-05 -0.00231185 0.000485417 0.00270158 0.0758145 -0.00920635 0.0268704 0.000252003 -0.00684783 -0.00125342 0.00555559 -0.0141628 0.0386365 0.0485773 -0.000619628 0.0637719 0.0199068 -0.036061 -0.0274588 -0.0796482 -0.0135986 -0.0263514 0.0245596 -0.082547 -0.0500626 0.0871179 0.000394814 -0.000764082 0.000906138
internal_weight=43.3888 37.6216 1.05123 5.76711 0.549533 0.0200478 0.00435306 0.00311584 5.21757 0.10288 0.0970724 0.0895701 0.0561193 0.0334508 0.0312134 0.048504 0.0260148 0.030715 0.017789 0.00519864 0.00832743 0.0153754 0.012295 0.00466013 0.00750225 0.00209669 0.0185019 5.11469 1.56582 3.54887
internal_count=4034 2500 61 1534 475 182 170 150 1059 800 791 543 292 251 177 284 71 133 151 106 127 108 100 60 248 47 50 259 59 200
is_linear=0
shrinkage=0.1


Tree=712
num_leaves=31
num_cat=0
split_feature=1 1 1 2 2 3 1 4 0 2 2 1 4 3 2 3 3 4 3 4 2 4 0 1 0 4 2 2 0 0
split_gain=0.000158735 0.000221442 0.000567641 0.000421862 0.000389126 0.00834989 0.00642125 0.0066524 0.00278992 0.0032688 0.00032392 0.000289797 0.000264069 0.00732445 0.00791239 0.00271445 0.0018978 0.00356056 0.00183774 0.000365004 0.00132524 0.000771439 0.000562444 0.00135211 0.00378062 0.000844805 0.0123032 0.0138684 0.00992225 0.0177747
threshold=81.320481529800006 77.543197856500015 75.951630643300021 0.20167500000000002 0.061925000000000015 0.092465000000000033 80.468240302450013 42.434124620650003 101.55650587770002 -0.077729999999999994 0.086310000000000026 81.011308844800013 43.752965619700007 0.085820000000000021 -0.097799999999999984 -0.52484999999999993 0.08674500000000003 47.709122305950011 -0.50325999999999993 43.077238082650005 -0.082424999999999998 42.824128352900011 87.170566421650008 64.665483411650015 88.17067284620002 42.198888176300009 -0.098419999999999994 -0.083064999999999986 85.764502819450016 86.643628628100018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 5 6 7 8 -3 -10 12 -6 15 -14 16 -1 -15 -18 -17 21 -21 22 25 24 -24 -20 -27 -28 -29 -30
right_child=-2 4 -4 -5 11 -7 -8 -9 9 -11 -12 -13 13 14 -16 18 17 -19 19 20 -22 -23 23 -25 -26 26 27 28 29 -31
leaf_value=-0.085119133349749354 -0.0012310224370797507 -0.0068723970245275559 -0.0032458152502152109 0.002748191889947535 0.0014499216881124558 -0.00062014562430469313 0.081962773810805856 -0.1000876997988852 0.0099535391964822272 0.099984270490383428 -0.0022900427561583585 -0.0009417734416536953 -0.00033009068731670936 0.032377678894770841 0.071678318332906055 0.099955636375706883 -0.083924801821602599 0.013870615624372015 -0.00023011991891454923 -0.0054921340097373395 -9.4994867891194125e-05 0.0036553713007289931 0.00065476807852766106 -4.6213202461187118e-05 0.0095223228568414066 0.0019619749374463029 -0.10102791713785625 0.053320897028454231 -0.1002718698000314 0.018686816979231986
leaf_weight=0.0037489123216322131 1.0219880868866358 0.011667959009783069 0.5409083522419128 0.55707235104894337 1.0217644079636188 0.53422960784924811 0.022141737653256 0.0045449116501465317 0.0076710926259723191 0.0085028870544192614 0.62038739868623949 1.0048587292412774 1.0284656081100099 0.0085292510921135545 0.030004769867446046 0.0018384351229617782 0.0063341896461679434 0.0090306067368146614 18.476030936619292 0.55556790061096162 2.5121073099914901 0.58859596276690851 2.6064588462322731 10.997100210973965 0.5895360154067929 0.52036685567242724 0.025130966751930828 0.016531525266785141 0.023218428937980207 0.02736349860788323
leaf_count=74 973 18 133 118 44 74 43 91 28 17 129 11 410 4 21 5 43 15 628 105 62 83 85 582 64 20 25 37 38 54
internal_value=4.83581e-07 3.01954e-05 -2.84567e-05 1.59348e-05 0.000921495 0.00318455 0.0404601 0.0120862 0.0303974 0.057284 -2.34497e-05 0.00026405 1.35294e-05 0.00155311 0.0374872 -3.15767e-05 -0.00544814 -0.0264459 -2.29414e-05 -2.79174e-05 -0.00107244 6.6686e-05 3.21915e-06 0.000479963 0.00229049 -0.000351257 -0.0040047 -0.0376638 -0.0139367 -0.0359183
internal_weight=43.3817 42.3597 39.7443 39.2034 2.61538 0.588758 0.0545286 0.0323869 0.0278419 0.016174 38.6463 2.02662 38.026 1.08236 0.0538988 36.9436 0.023894 0.0153648 36.9398 36.938 3.06768 33.8703 33.2817 14.1931 3.19599 19.0886 0.612611 0.0922444 0.0671135 0.0505819
internal_count=4034 3061 2735 2602 326 271 197 154 63 45 2484 55 2355 493 83 1862 62 58 1788 1783 167 1616 1533 731 149 802 174 154 129 92
is_linear=0
shrinkage=0.1


Tree=713
num_leaves=31
num_cat=0
split_feature=2 2 3 4 3 0 1 1 0 4 3 4 4 4 4 1 2 2 1 1 3 3 1 3 0 3 4 4 4 3
split_gain=0.000138254 0.000443666 0.000698378 0.00033625 0.00049463 0.00583817 0.0077838 0.0108982 0.00448844 0.00316312 0.00215873 0.0003819 0.00121731 0.000985594 0.000620802 0.000606398 0.000637461 0.000575085 0.00437525 0.0123095 0.00665805 0.0096885 0.00940757 0.00804792 0.000452407 0.00216856 0.00761956 0.00829046 0.00786129 0.00624245
threshold=-0.117885 -0.11103999999999999 0.086555000000000021 37.038444968100009 0.08481000000000001 97.991610396700011 65.611820673600008 65.536543845950021 89.953120586650016 35.171584490050009 0.097450000000000023 38.400997490450003 38.748048509250005 38.121007182500009 39.051326806600009 69.238550691600025 0.27681500000000009 0.086310000000000026 76.830756451950009 69.563854125350005 0.12201500000000003 0.10220000000000003 62.041548276350007 0.080770000000000022 85.764502819450016 0.092075000000000032 40.413896136950008 41.32819714970001 41.685324604100011 0.10469000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -8 -6 -10 13 -13 15 -14 -5 -17 24 19 20 21 22 -19 -24 25 -16 -27 -28 -29 -30
right_child=1 3 -4 11 5 -7 8 -9 10 -11 -12 12 14 -15 17 16 -18 18 -20 -21 -22 -23 23 -25 -26 26 27 28 29 -31
leaf_value=0.00045654219709158859 0.0005784439388490856 -0.00010334754654761971 -0.0045772179832561264 0.0016171607502789443 0.014988508513109847 0.00010115836270688578 -0.016859643844168663 0.10006836925224119 -0.04560836196252549 -0.076755727239787186 -0.10034714229158602 -0.0048032893039936762 0.003378051893238321 0.0049958191434432801 0.00078353616230744997 -0.0039264477317627264 0.001011959455858796 0.076839407681168814 0.00010400518733816056 -0.10023326198282854 0.053085668126908375 -0.10052156745323748 0.032853383423229035 -0.10019969200653925 -4.2455765267398949e-05 -0.02811523573393674 0.091155440906716956 0.057733382529392897 -0.10032437262382517 0.016326386266611825
leaf_weight=5.7588408179296371 0.50688232216330542 1.0277397889053346 0.54548232750803316 1.4399621841421359 0.0067275555581857169 0.50835690726358784 0.020979782973881811 0.0095305977156385779 0.012429786629354567 0.0085138650001965743 0.017138363065991147 0.52940414097451238 0.54491371696542756 0.54088177603149024 1.0570554960555103 0.54219057629672851 0.5046913888745479 0.011563053986168914 0.52848266880327732 0.017108154042525692 0.015230636018713994 0.011883629487954295 0.0084873901025730447 0.009789574509112664 29.106544297049361 0.024978311331551484 0.019389871210137244 0.017783626914024353 0.0082244811385834282 0.010374137842582343
leaf_count=1534 18 102 43 40 25 105 10 5 19 21 30 41 42 48 250 92 6 33 160 54 12 16 6 49 1205 12 7 3 25 21
internal_value=2.5781e-07 -6.96034e-05 -0.00209394 -1.13342e-05 -0.00142367 -0.0037485 -0.029731 0.01619 -0.0522356 -0.0362599 -0.0773362 5.37855e-05 -4.80212e-05 0.00112713 3.21735e-05 0.000285701 -0.00154569 -2.69318e-05 -0.00308599 -0.0258486 -0.00350469 -0.0241622 0.00624749 -0.038413 3.40125e-05 0.00199017 0.0177855 0.0383428 0.0101963 -0.0352577
internal_weight=43.3716 37.6127 1.05236 36.5604 1.61142 0.583677 0.07532 0.024772 0.0505479 0.0152414 0.0295681 34.9489 31.9212 3.02773 31.3918 2.48684 1.04688 30.8469 0.602545 0.0740624 0.0569543 0.0417236 0.02984 0.018277 30.2444 1.13781 0.0807504 0.0557721 0.0363822 0.0185986
internal_count=4034 2500 61 2439 317 215 110 51 59 46 49 2122 1936 186 1895 138 98 1853 330 170 116 104 88 55 1523 318 68 56 49 46
is_linear=0
shrinkage=0.1


Tree=714
num_leaves=31
num_cat=0
split_feature=2 2 0 2 3 4 4 0 4 4 3 1 1 3 3 3 2 0 3 3 3 0 2 0 0 1 2 4 1 2
split_gain=0.000148328 0.000723472 0.000564394 0.00247192 0.00474742 0.0156356 0.0148678 0.00176398 0.00141999 0.000484579 0.00111889 0.000463256 0.000756637 0.000744227 0.000657744 0.000660929 0.00211864 0.000396636 0.000371094 0.00132065 0.00100848 0.00241637 0.00115848 0.000537275 0.00344399 0.0109644 0.0173722 0.00752544 0.00112137 0.00437625
threshold=-0.06828999999999999 -0.072524999999999992 86.329079026800017 -0.018034999999999999 0.085335000000000022 39.861052345600008 41.147265497500008 86.479632682150012 41.685324604100011 41.035283712600005 0.10301500000000002 71.015621515800021 69.563854125350005 0.098075000000000023 0.080135000000000026 0.097450000000000023 -0.018034999999999999 87.638358136350021 0.082535000000000011 0.081765000000000018 0.086030000000000009 87.48511602295001 -0.094519999999999993 87.818484831100008 91.394134144600017 70.776348742200014 -0.10051499999999999 40.137820134150012 62.079186690200011 -0.097294999999999993
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -8 10 -5 12 14 -13 -9 16 -16 -17 19 -1 21 -20 -23 28 -25 26 27 -26 -22 -30
right_child=2 -3 7 9 5 6 8 11 -10 -11 -12 13 -14 -15 15 17 -18 -19 20 -21 23 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.00028564574598555838 -0.0021917236184615775 -0.0036912557023392441 0.0059750701904230565 0.005244659215798959 0.033161115278731161 -0.10079317868055933 0.00084733884909891791 0.0038549189075322236 -0.029400804794230698 -0.0016915858745166123 -0.0011652895406151242 5.9155077789637418e-06 0.0043501159506058552 -0.0037539014452403459 0.0024148752740302979 0.0024704127230310317 -0.0063917832859532167 0.00020781858791849947 0.0077144239736861402 -0.0055379010450607247 -2.6272573440449363e-05 0.002086459432640833 -0.0036495441884394336 0.0075904775245375401 0.032224287846005471 0.00046115637172664572 -0.10019254661970983 -0.048587365365552249 0.00017791479251486134 -0.01006871365659797
leaf_weight=4.6103475962490599 0.51970404358018196 0.56835323769209267 0.54982977341660699 0.54184081901555659 0.035505009613189031 0.031507410567257921 0.026500300853513181 0.54322616450758765 0.03745553776008137 0.51823290827233748 0.54746805501054041 9.6358629672699809 0.57467303826183513 0.55689443428802299 0.54644705396640303 1.0371589079004477 0.54623690921692281 3.0626584468045621 0.57489311095912476 0.53420898294902386 10.160122417826463 1.035494476041193 0.53351786266656298 0.63987124016286179 0.027910904403142922 3.1795132709892195 0.028215614238546016 0.019626699015589111 1.5671283308190584 0.56784185536753318
leaf_count=1119 32 54 20 62 12 16 6 73 45 192 9 596 105 117 21 27 64 51 126 72 236 85 59 77 28 516 68 25 66 55
internal_value=-1.11401e-07 -0.00016586 0.000206285 -0.00127932 -0.0064797 -0.0234951 -0.0445669 0.000403014 -0.0168674 0.000825594 0.00202313 0.000217372 0.000890728 -0.000199507 0.000544125 0.000197759 -0.00198761 0.000780203 -8.05199e-05 -0.000831038 0.000130075 0.00216819 0.000136022 -0.000139811 0.000883662 -0.000434662 -0.038034 -0.00114016 -0.000464051 -0.0025474
internal_weight=43.3582 24.047 19.3112 2.25821 0.650672 0.130968 0.0954632 17.053 0.0639558 1.60754 1.08931 16.5032 6.3104 10.1928 5.73573 5.1925 1.09268 4.09982 23.4787 5.14456 18.3341 2.14391 1.56901 16.1902 3.89514 3.25527 0.0757532 0.0475376 12.2951 2.13497
internal_count=4034 2586 1448 374 111 79 67 1074 51 263 71 1054 341 713 236 163 85 78 2532 1191 1341 270 144 1071 714 637 121 53 357 121
is_linear=0
shrinkage=0.1


Tree=715
num_leaves=31
num_cat=0
split_feature=3 3 0 0 2 1 3 4 4 2 2 4 4 3 3 2 2 2 1 0 2 2 2 2 2 2 1 4 0 0
split_gain=0.000152293 0.000598757 0.00146216 0.00520854 0.000680285 0.00135896 0.000484237 0.000466054 0.00235965 0.0129498 0.0163589 0.00792186 0.000612075 0.000940617 0.000488699 0.000490195 0.00294233 0.00162857 0.00131852 0.00286021 0.00104824 0.00329958 0.0016298 0.00512777 0.00371496 0.00611116 0.000777617 0.00268029 0.00096258 0.00440979
threshold=0.09180000000000002 0.088145000000000015 87.278104746850019 86.135510041400025 -0.055334999999999995 75.271450736300025 0.089415000000000022 39.685256516350002 38.121007182500009 -0.059424999999999999 -0.039434999999999998 39.256147742250008 40.00488309970001 0.092260000000000023 0.092835000000000015 -0.089795 -0.083954999999999988 -0.079634999999999997 61.901748453550006 85.963448721100022 -0.13953999999999997 -0.62218499999999988 -0.15076499999999998 -0.167075 -0.25236500000000001 -0.59502499999999992 62.020040611300011 40.80591513400001 87.638358136350021 86.329079026800017
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -3 8 -2 -10 -11 -12 -9 -14 -15 18 -17 -18 -16 -20 21 -21 23 24 25 -23 27 -19 29 -28
right_child=7 2 4 -5 -6 -7 -8 12 9 10 11 -13 13 14 15 16 17 26 19 20 -22 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=6.5491468596644709e-05 0.00011250401390081868 0.0024171615085970474 0.0054857875122422857 -0.011218767583706817 -0.002444861830915994 -0.00055798190428779117 -0.0013372973826017223 -0.0024197313037581394 0.0013859546091012788 0.0983093512412061 0.040987466178619335 -0.041139321459379131 0.0030186231419106666 -0.0030855412144296279 0.0018773499364523984 0.0052511226205752912 -0.005641819648556751 0.001204171002172008 -0.00013518300417183715 -0.046082535404844034 -0.0095980266207975964 0.061511013776132155 0.042818199379052707 -0.050097571260132139 0.085500049647166884 -0.047263828394447725 -0.00112627893511915 -0.0073226880970372237 -0.00010468440487894023 0.0098553424548425087
leaf_weight=19.198299723168503 3.5381121546053449 0.51733435774934733 0.58182152413749655 0.57656216421037232 0.55232722421034441 1.0318437390793382 1.022517570235699 1.0171597331453721 0.58168532738195955 0.032966324506560341 0.028361301352248236 0.020047155923293758 1.0380723673642354 0.52848599219259362 1.0270163245831998 1.0950003154914032 0.52580147194203064 1.0168522690073585 1.5141130055280743 0.011086278997311516 0.55707633921798738 0.0098871227085201019 0.01425787637953102 0.012411742709900864 0.0078439837363504239 0.010814227047230673 1.0493990923242504 0.57828994890995478 5.0888901606876882 0.56122863735072304
leaf_count=2475 293 29 80 29 162 96 68 33 92 16 34 16 27 46 26 29 14 13 38 12 50 18 14 17 22 41 53 58 114 19
internal_value=-5.98052e-07 -0.000173005 -0.0012422 -0.00311151 0.000584321 0.00162115 -7.59355e-05 0.000203191 0.00113846 0.006613 0.0439771 0.0069767 -4.76585e-05 0.000117075 -0.000104259 1.61974e-05 0.000362039 -0.000244907 -0.00106744 -0.00248235 -0.00818334 0.00370311 0.0136993 0.00356246 0.0268943 0.00468787 9.72052e-05 -0.00188709 0.000569661 0.0027003
internal_weight=43.3456 23.4807 4.28241 2.11641 2.16599 1.61367 1.53985 19.8649 4.20117 0.66306 0.0813748 0.0484085 15.6637 14.6465 13.6085 13.08 9.91546 8.82046 3.16451 2.13749 0.623378 0.0663012 0.055215 0.0409571 0.0285453 0.0207013 8.29466 1.59514 6.69952 1.61063
internal_count=4034 2939 464 126 338 176 97 1095 451 158 66 50 644 611 584 538 300 271 238 212 174 124 112 98 81 59 257 71 186 72
is_linear=0
shrinkage=0.1


Tree=716
num_leaves=31
num_cat=0
split_feature=3 3 0 3 4 0 3 3 1 3 1 1 2 0 0 3 3 3 1 3 3 3 4 4 2 2 4 4 0 0
split_gain=0.000148597 0.00123906 0.000708788 0.0124917 0.00265406 0.00639648 0.00104238 0.00145157 0.00101441 0.00155382 0.000960488 0.00134729 0.00327615 0.00670914 0.00103179 0.00104591 0.000830639 0.00232453 0.000605537 0.000873804 0.000529388 0.000460972 0.000435453 0.00218192 0.0125425 0.0141704 0.00496055 0.000543569 0.000713182 0.00155214
threshold=0.09013000000000003 0.089415000000000022 85.764502819450016 0.087555000000000022 41.481306584950012 81.87699236280001 1.0000000180025095e-35 -0.15572 61.993156030000002 0.081155000000000019 62.014663695050011 62.084563606450011 -0.092710000000000001 87.48511602295001 86.565663342300013 -0.085699999999999998 -0.25095999999999996 -0.55648999999999993 61.998532946250002 0.080770000000000022 0.09117500000000002 0.091645000000000018 39.685256516350002 38.121007182500009 -0.059424999999999999 -0.039434999999999998 39.110279783550006 40.137820134150012 90.767723400200012 97.39208423365001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 16 9 -4 -10 12 -12 -14 15 -13 17 -6 -7 -20 -2 -22 23 -23 -25 -26 -27 -24 -29 -30
right_child=20 -3 8 -5 5 18 -8 -9 10 -11 11 14 13 -15 -16 -17 -18 -19 19 -21 21 22 27 24 25 26 -28 28 29 -31
leaf_value=0.0022230950471108782 0.0031515748743681884 -0.0048823294888126756 0.00068336563329382907 0.08128786110118659 0.02705803825696379 -0.10028610480117678 0.068162820977594268 -0.10009321347969219 0.0029700302100985985 -0.0070151221786211408 0.0036625323469986915 -0.00019860544249941585 -0.013200998168342188 0.0024024700511193248 -9.9227519210894131e-05 0.0060964248439946533 0.045176238184262196 -0.10005758982048044 -0.016428883979592562 -0.10004758069725224 -0.0028103561311416283 0.00010121997285669461 -0.0015808647847687957 0.0012484051896626542 0.0978818395197881 0.047554970493362984 -0.016108384157953209 0.00046523259309957362 -0.0060677895277839299 7.1690099197178086e-05
leaf_weight=0.51953751629208134 0.58584523948762424 0.54715604398634354 0.52125272238481801 0.019881948908931912 0.0050192356585805065 0.0075546423291683595 0.0028327141934312286 0.0012755353041145065 1.033841463769934 0.52748264333331463 0.51685715204803262 0.50005555420648307 0.59530808448107808 0.51305659057106823 15.968603273446746 0.55896077767590735 0.0046268005420202485 0.002016570226251152 0.0026759767216157915 0.002344696886609654 0.5291091094438326 3.5378707108544645 2.0429405003520698 0.58122176909711731 0.029953109042253345 0.021277347171832051 0.028812864003725736 11.980950647148243 0.55497247027779018 1.5959794862956029
leaf_count=268 70 96 29 25 33 36 30 94 18 18 14 5 62 14 1786 44 26 62 37 76 80 296 51 92 16 30 23 347 87 169
internal_value=7.20235e-08 -0.000183557 -6.28729e-05 0.00342297 0.000597359 -0.0291996 0.0132188 0.00118924 -0.00015832 -0.00318874 3.11441e-06 -0.000161328 -0.00291225 -0.00597823 0.000101237 0.00312398 0.0122665 -0.00937526 -0.0823972 -0.0554795 0.00018679 0.000103696 0.000179374 0.00108672 0.0063593 0.0434712 0.0109346 -5.61813e-05 0.00016423 -0.00151237
internal_weight=43.3393 21.8503 21.3032 0.567766 0.547884 0.0283462 0.0157709 0.0129381 20.7354 1.04874 19.6867 18.6528 1.62522 1.10836 17.0276 1.05902 0.0116626 0.00703581 0.0125753 0.00502067 21.4889 20.9031 20.374 4.19914 0.661265 0.0800433 0.0500902 16.1748 14.1319 2.15095
internal_count=4034 2773 2677 687 662 394 245 215 1990 47 1943 1925 90 76 1835 49 121 95 149 113 1261 1191 1111 457 161 69 53 654 603 256
is_linear=0
shrinkage=0.1


Tree=717
num_leaves=31
num_cat=0
split_feature=4 4 0 1 1 1 0 0 4 0 3 3 2 2 3 1 3 3 3 4 4 1 4 1 3 2 4 1 4 4
split_gain=0.000142784 0.000504581 0.00035701 0.00126907 0.00473229 0.00437038 0.00198474 0.00112065 0.00035498 0.000240685 0.000208323 0.000874908 0.000768608 0.00181741 0.000763094 0.00147751 0.000669403 0.000793459 0.00063646 0.00050932 0.000431607 0.00115506 0.000285118 0.0021711 0.0130698 0.0132933 0.0185453 0.0117208 0.0061785 0.00386504
threshold=37.038444968100009 35.419594101850009 93.55565448145002 65.687097501250022 65.611820673600008 65.536543845950021 90.111739616350022 85.861287312150012 37.52517992975001 81.446839061900008 0.080135000000000026 0.082535000000000011 -0.055334999999999995 -0.094519999999999993 0.079430000000000014 72.752365468100024 0.078905000000000017 0.076615000000000016 0.083365000000000022 42.599563320500003 41.436838994450007 62.020040611300011 42.779078631750004 62.009286778800011 0.09091500000000001 -0.095854999999999996 48.86568841230001 76.279622535200005 43.272784938550004 43.487767439550005
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -2 -3 14 12 13 -12 16 -16 17 20 -13 -18 21 -10 -20 -24 25 28 27 -27 -25 -30
right_child=8 2 -4 -5 -6 -7 -8 -9 10 -11 11 18 -14 -15 15 -17 19 -19 22 -21 -22 -23 23 24 -26 26 -28 -29 29 -31
leaf_value=0.00012034805608511022 0.0026012073760061667 -0.038727495916597493 -0.0026471332635607183 0.0071931718395186282 -0.10030218275060816 0.070717886901743202 -0.10042406164439797 0.014499838689459114 0.005047771544424616 -0.10006820767045906 0.00028623631221683836 0.0034372995041407404 -0.00013016559803311398 -0.008031144957793418 0.0066508834742592662 -0.00092003534880306036 -0.0045243787053501471 0.0041801322338816315 6.3978885626791347e-05 -3.7007182198502535e-05 -0.0010449798875918144 8.2594350208879205e-05 0.0025486144510007019 0.097055213292153705 -0.0010221189935582808 -0.094095440550835616 0.076624022103356781 0.042591313566381211 -0.10052623419250867 0.013504959214510313
leaf_weight=1.5687965815251312 0.53485918815919475 0.0015693221470414187 0.51496547188253217 0.019070288613274755 0.0064969197846949092 0.0057943244464695445 0.0033494119707029322 0.0059304427122697234 0.53897548934668593 0.0010797928262036294 0.51040513660684317 0.53744549948131748 1.0076430226442443 0.54135390513997339 0.53366106646084399 0.49860915823657692 0.50995312846337892 0.52836924262281204 26.629768269014644 0.50184569663969181 2.046047773240435 3.5845698766533345 1.0476211224866738 0.0077774837320700998 1.5558811041834206 0.057105384523594593 0.0086851974900707951 0.0070476376688476386 0.0036989148466091129 0.015133292243038832
leaf_count=387 77 56 139 18 6 6 3 8 115 4 122 47 56 29 75 28 40 221 1311 81 528 157 63 16 130 83 10 112 4 102
internal_value=5.25162e-07 -0.000798428 -0.00338035 -0.0121024 -0.0272951 -0.000532495 -0.0351413 -0.00965532 4.17666e-05 -0.0637303 8.10824e-06 -0.000110314 -0.00210389 -0.00399483 0.000440636 0.00299396 9.87673e-05 0.000460926 2.71334e-05 -0.00229867 0.00014241 0.000731577 -3.5349e-05 -0.00101394 -0.0032686 -0.0384152 -0.0605135 -0.0790795 0.022074 -0.0088924
internal_weight=43.3335 2.12705 0.558256 0.0432905 0.0242202 0.0177233 0.011929 0.00857956 41.2065 0.00264911 40.6716 31.9296 2.0594 1.05176 8.74203 1.03227 7.70976 6.69796 29.8702 1.0118 6.16959 4.12355 29.3327 2.70295 1.65533 0.0994479 0.0728382 0.064153 0.0266097 0.0188322
internal_count=4034 627 240 101 83 77 71 68 3407 60 3330 2085 207 151 1245 103 1142 1021 1878 121 800 272 1831 520 457 327 205 195 122 106
is_linear=0
shrinkage=0.1


Tree=718
num_leaves=31
num_cat=0
split_feature=3 3 3 3 3 3 3 0 4 3 4 1 2 4 2 0 0 0 0 3 3 2 3 4 0 1 1 0 1 3
split_gain=0.000125204 0.000985167 0.000817894 0.000627053 0.000557019 0.000971619 0.000776419 0.000486113 0.000495182 0.000824167 0.00134233 0.000405716 0.000267134 0.000878062 0.000879274 0.00959539 0.00351258 0.000872841 0.000716223 0.000554649 0.000481633 0.00047446 0.000770647 0.000518883 0.00620542 0.00701508 0.00486485 0.00484341 0.00358209 0.0017476
threshold=0.079605000000000023 0.079355000000000023 0.078905000000000017 0.076615000000000016 0.082535000000000011 0.081765000000000018 0.083365000000000022 96.959242474650011 41.436838994450007 -0.23921499999999998 38.748048509250005 62.165217350350012 -0.117885 40.241071441700008 -0.12546499999999997 97.674372337300014 91.394134144600017 86.479632682150012 89.582113364650013 0.09914000000000002 0.093905000000000016 -0.11103999999999999 0.086555000000000021 37.038444968100009 96.851704149400021 65.611820673600008 65.29995953045001 89.953120586650016 61.901748453550006 0.097450000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 -6 8 9 -1 -11 -2 13 14 15 16 18 -15 -8 20 -19 22 -14 24 25 26 28 -27 -23 -29
right_child=4 -3 -4 -5 6 -7 12 -9 -10 10 -12 -13 21 17 -16 -17 -18 19 -20 -21 -22 23 -24 -25 -26 27 -28 29 -30 -31
leaf_value=6.4515857486338176e-05 -0.0031948075613966505 0.0045330550328010607 -0.0037841110107423772 0.0036610196618718917 0.0038131829696095017 -0.0051485822380907004 -0.077372506820746367 -0.0028223224018237834 -0.00090067576409485833 -0.00022083138722233503 0.0068451042414662787 -0.00013838260317831341 0.00062001173533184767 0.0052533425810372012 0.00134421171474752 -0.00055404945272940511 -0.0025496457655841834 0.0011194647260081524 -0.045343908422002747 0.0035733604337806605 -0.0026030568335805183 0.025035906407082871 -0.0048078613126047434 3.9198202387768924e-05 0.00091045203307262121 -0.013503042707745683 0.058311649248863798 -0.051914352872147011 -0.092250918833194986 -0.1003179391808057
leaf_weight=2.5449752292737733 0.50736991475307958 0.52819474738114447 0.51428972198290246 0.52816414016944957 0.54245901542481334 0.53598692494041333 0.021276230301236931 0.53074765489284015 2.0466242941743995 0.52962613620767995 0.5460480012685025 3.0158712276391215 0.50379157075079795 0.56414457068474666 0.51103774208148534 0.50606418528727748 0.011604426217949992 1.0271697258355641 0.010392077359867358 0.54284110434252841 0.52532825144165141 0.0051295167996461277 0.54405532128101808 25.59821473153934 0.51294290410854992 0.020341275027021766 0.012330755082075484 0.014523492490525314 0.0052888403565987119 0.015334971095768646
leaf_count=141 23 87 115 240 62 100 45 326 393 112 87 128 7 119 14 121 39 68 13 63 57 19 43 1409 117 10 11 19 21 25
internal_value=2.55278e-08 0.000363708 5.95531e-05 0.000353443 -7.94415e-05 -0.00118197 6.26604e-05 7.15878e-05 0.000342606 0.00104539 0.00336607 -0.000578528 -3.07097e-06 0.000791802 -0.00164135 -0.00441875 -0.0496155 0.00176193 -0.0668622 0.000821914 -0.000140148 -0.00011165 -0.00219821 -2.8149e-05 -0.00297062 -0.0302605 0.0158049 -0.0511361 -0.0345043 -0.0767739
internal_weight=43.3222 7.76867 7.24048 6.72619 35.5535 4.05923 31.4943 6.19802 5.66727 3.62065 1.07567 3.52324 30.9518 3.71986 1.06037 0.549337 0.0432727 2.65948 0.0316683 2.09534 1.5525 27.232 1.04785 26.1841 0.585892 0.0729489 0.0227491 0.0501997 0.0104184 0.0298585
internal_count=4034 1501 1414 1299 2533 251 2282 1059 733 340 199 151 2220 539 232 218 97 307 58 188 125 1681 50 1631 222 105 51 54 40 44
is_linear=0
shrinkage=0.1


Tree=719
num_leaves=31
num_cat=0
split_feature=1 2 3 0 0 1 3 3 1 1 0 1 3 0 2 2 1 1 4 0 1 1 3 4 1 1 4 4 1 0
split_gain=0.000142421 0.00183438 0.00492396 0.0131246 0.00362138 0.00303039 0.00119883 0.00210598 0.000854201 0.000526885 0.00149879 0.0141724 0.00765608 0.00463599 0.00628479 0.00977119 0.0141673 0.00105159 0.0181295 0.0105739 0.00225022 0.00208686 0.00123671 0.000831422 0.0112486 0.00895689 0.00628771 0.00231613 0.000991824 0.000459063
threshold=71.015621515800021 -0.62218499999999988 -0.09053499999999999 96.959242474650011 96.851704149400021 71.494167063000006 0.11278000000000003 0.10828500000000003 70.776348742200014 69.999384342500022 90.297243227400017 66.590419433100024 0.089415000000000022 93.399723909900004 0.15844000000000005 -0.02903 67.649671936450019 63.353515844050008 38.244973486750006 86.162394622750014 62.55235532115001 64.665483411650015 0.091645000000000018 35.879804895950009 70.077349628250019 70.389210771400016 38.748048509250005 41.092444989200011 70.171445662850019 96.682331287150021
decision_type=2 2 2 2 2 2 2 2 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 -3 7 -2 9 10 17 12 -12 14 15 16 -13 20 -19 22 -1 -21 -20 -11 -25 26 -26 -27 -28 -4
right_child=1 2 29 -5 -6 -7 -8 -9 -10 23 11 13 -14 -15 -16 -17 -18 18 19 21 -22 -23 -24 24 25 27 28 -29 -30 -31
leaf_value=-4.3186017003590386e-05 -0.10008952208832074 0.068628145585775027 -0.0015426675045754549 -0.09673542204249154 0.10018899098669823 -0.10005493049892317 -0.10015733495488632 0.10003414140285294 0.0040485441224747676 -0.0013538876099421001 0.086254580484743326 -0.079256122922350888 0.020144604439968693 0.0031742823811070631 0.025629451733280375 -0.10051061535867019 0.035064370780677097 0.0011928664288697738 0.0056483503614658892 -0.054607885818142826 0.0063975401499947078 -0.096849946048659499 0.095338914958846249 -0.091678786460105757 -0.018923028245855945 -0.015923773928458129 0.064602750853282112 -0.10013994060380156 0.030652257239951304 7.4614058396038413e-05
leaf_weight=25.920543803247114 0.0010723540934048916 0.0019921370570397563 2.0468628898040206 0.016885821032501868 0.0056934119202196598 0.0022884291333200579 0.003038015839813113 0.0010318051790818572 0.54517512176668859 0.49881592101348982 0.02898639471959441 0.018689319336942845 0.044273649749811739 0.54646628354245408 0.020647581046652874 0.017858064430583909 0.025811661128670949 0.5623328002423823 0.002528278371141778 0.022692008174090006 0.55403999627122757 0.024132521461297074 0.0039224675595903591 0.014689502775581786 0.022798006312996222 0.0052961578950005981 0.018406344236721495 0.0085179132490420528 0.016159081273315223 12.31281246951781
leaf_count=1311 40 7 326 171 1 49 9 1 28 7 44 26 20 67 37 16 39 95 93 26 42 40 17 13 20 17 18 73 32 1349
internal_value=-2.14146e-07 -0.000257274 -0.00023593 -0.0430119 0.0479413 -0.0215513 -0.0599737 -0.00195597 0.000127696 5.23711e-05 0.000114869 0.00467434 0.046302 -0.000170419 -0.0221899 -0.0380233 -0.0129474 -3.40624e-06 -0.00408923 -0.059843 9.16006e-05 -0.0763787 0.060186 -0.00291845 -0.0120073 0.00443521 0.0218433 -0.0678524 0.0487311 -0.000155917
internal_weight=43.3145 14.3917 14.3865 0.0268598 0.00997398 0.00428057 0.00514218 0.00210416 28.9228 28.3776 27.7929 0.702733 0.07326 0.629473 0.0830066 0.062359 0.044501 27.0902 0.615608 0.0532753 26.4746 0.0468245 0.00645075 0.584683 0.085867 0.0711775 0.0573634 0.0138141 0.0345654 14.3597
internal_count=4034 1953 1903 228 57 56 50 41 2081 2053 1873 249 64 185 118 81 65 1624 271 176 1353 66 110 180 173 160 70 90 50 1675
is_linear=0
shrinkage=0.1


Tree=720
num_leaves=31
num_cat=0
split_feature=0 3 1 4 4 3 3 3 0 2 3 2 1 2 0 3 1 4 4 1 1 2 4 1 4 4 4 1 4 0
split_gain=0.000155535 0.000336371 0.000322558 0.00163002 0.00031111 0.00113205 0.000517248 0.000351051 0.000304741 0.00322368 0.00561972 0.00572269 0.00787281 0.0144912 0.0118933 0.00626813 0.0025432 0.000980846 0.00081129 0.000669591 0.00157461 0.00221433 0.000533773 0.00253977 0.0137484 0.0150027 0.00598821 0.00360114 0.00701852 0.00165585
threshold=96.959242474650011 0.075810000000000016 75.077881750900005 37.784765830350004 40.206947806850003 0.093735000000000027 0.10010000000000002 0.089835000000000012 87.170566421650008 -0.117885 0.10335500000000002 -0.122095 68.34060567600001 -0.14429 94.300357383600002 0.08572500000000001 71.104340634100012 38.478081868400004 35.050303764500008 69.64719632740001 69.999384342500022 -0.23401999999999998 40.206947806850003 69.873026810350026 35.171584490050009 39.664548207900005 38.244973486750006 68.20618276945001 36.893814626400008 96.163458868000006
decision_type=2 2 2 2 2 2 2 2 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 7 -6 -4 -1 10 11 12 13 15 19 -10 -16 -18 -11 -14 -21 -22 23 24 -20 26 27 28 -26 -25
right_child=1 2 4 -5 6 -7 -8 -9 9 18 -12 -13 14 -15 16 -17 17 -19 22 20 21 -23 -24 29 25 -27 -28 -29 -30 -31
leaf_value=-0.00013854133096364703 -0.0028342840306178987 0.00084729268494560049 -0.00059440450690846462 -0.0059692510817243721 0.00016452466123278393 -0.0048124230725713184 0.0034766811661227043 0.0025973558798326433 -0.053002045323781548 -0.015304594009764661 0.062127346414690011 0.1000253611353674 0.099661546710120896 -0.10049972408908765 -0.10018006482634996 0.065623971622797178 0.094952018633311014 -0.026940570574724845 -0.00069444912024693023 0.10006576418100793 -0.10005416957769919 0.073289080366330889 -2.489411428703743e-05 -0.0046470145928075596 0.0062494302284741947 0.09009784223561379 -0.026766018607547085 -0.0002229242264904799 0.079570987834372664 0.001304797872848088
leaf_weight=21.763739385571753 0.52720409801613133 1.0120331575491093 1.0148764267933026 0.53691471294129645 3.6032262424701811 0.54578383159324562 0.5424810515201014 0.52175480161593313 0.0067805889878229655 0.033066682094612498 0.022840542940116393 0.0057986298361355484 0.010691621266232687 0.01725306868320331 0.005509802246763229 0.012983097561118484 0.0010106168835903873 0.0019036757832546769 0.4978053458326025 0.004244658339302986 0.0011999657663359633 0.0019098005281623651 9.3596161837462066 0.57326924551399505 0.025095039702137001 0.03626118348165619 0.025408443884771259 0.027655491081532091 0.027211213484406471 2.5319517702191661
leaf_count=1376 305 21 181 80 640 198 61 79 40 37 22 13 8 13 67 32 10 53 3 3 19 41 437 157 21 29 27 20 21 20
internal_value=-7.91467e-07 -0.000389858 -0.000224152 -0.00151554 9.7019e-05 -0.000900208 0.000597933 0.00048934 9.15384e-05 0.000470042 0.019111 0.00493025 -0.00375535 -0.0335338 0.0378878 0.0249254 -0.0602199 0.0153293 0.000339321 0.0836856 0.0604603 0.00640111 0.000378797 0.0013878 0.00712683 0.034617 0.0155244 0.0289624 0.0443934 0.000206006
internal_weight=43.2975 8.30427 7.77707 1.54895 6.22812 2.08242 4.14571 1.53663 34.9932 13.2295 0.0921261 0.0692855 0.0634869 0.0370168 0.0264701 0.0197637 0.00842409 0.00291429 13.1373 0.018046 0.00735442 0.00310977 13.1043 3.74466 0.639437 0.141631 0.10537 0.0799617 0.0523063 3.10522
internal_count=4034 1565 1260 101 1159 458 701 260 2469 1093 321 299 286 85 201 72 130 63 772 71 63 60 735 298 121 118 89 62 42 177
is_linear=0
shrinkage=0.1


Tree=721
num_leaves=31
num_cat=0
split_feature=3 3 2 1 4 1 4 3 1 1 3 1 4 1 4 2 3 2 4 0 3 4 1 1 1 4 0 0 4 2
split_gain=0.000140672 0.00159537 0.000549989 0.00128098 0.000480272 0.000683314 0.000532216 0.000201659 0.00210457 0.00205832 0.000415694 0.000295019 0.000601948 0.0015786 0.00262029 0.00131688 0.000598926 0.000560443 0.00227747 0.0104294 0.00692835 0.00867373 0.00472373 0.00316944 0.0064371 0.00101717 0.00101638 0.00152902 0.0050875 0.0210199
threshold=0.11660000000000002 0.11148000000000002 -0.08854999999999999 61.901748453550006 41.32819714970001 62.272755675600003 40.316494640950005 0.10507500000000002 62.046925192600007 65.687097501250022 0.10335500000000002 62.009286778800011 41.646178195200001 61.87486387225001 39.525197829750006 -0.080019999999999994 0.10220000000000003 -0.095204999999999998 39.685256516350002 97.39208423365001 0.09180000000000002 38.748048509250005 83.116371560950014 69.64719632740001 66.351146659450009 38.903925214650009 87.350693116400024 86.420486603250012 40.563919884450009 -0.086719999999999992
decision_type=2 2 2 2 2 2 2 2 2 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 6 -6 -4 10 -9 -10 11 12 13 -1 -15 -14 17 18 19 20 21 23 -21 24 -13 -24 27 -19 -29 -30
right_child=2 -3 4 -5 5 -7 -8 8 9 -11 -12 16 15 14 -16 -17 -18 26 -20 22 -22 -23 25 -25 -26 -27 -28 28 29 -31
leaf_value=5.0111040899353249e-05 0.0010814448546340499 0.0052530862017121371 -0.00023470894342946978 -0.0059121612240175111 -0.0029821196344660995 0.00036148786727151341 0.0026972978938005435 -0.0041721928969517021 0.0064215492046227236 -0.0022438740863767992 0.0026899306896409464 -0.070378885418600531 0.00061451613073569176 -0.00078032299390856554 0.0089541274385373064 -0.0049557693829135087 -0.003475925769102179 -0.00013329738188471186 0.00047031609203835792 -0.094075280507404838 0.06423465977753734 0.069578140453491116 -0.020027181661981031 -0.10047524809589031 0.068324400751404363 0.0959991644205931 8.4938172141144972e-05 -0.00038510110231823824 -0.001594714984243632 -0.045319911198947807
leaf_weight=2.4457061052341604 0.50734993810328832 0.58523727879952403 1.5344515632053468 0.54136499470206567 1.0262572665255905 1.5112884292773032 1.0378187265872894 1.0411358607889247 0.55033461957395946 0.54614522522540343 0.58580809916462939 0.0082011133517601448 2.0710882391225862 0.50158288184790245 0.6162625667839734 0.53380251991598315 0.52679621184688485 3.1380208333722228 7.7132541973857407 0.010546866810003924 0.035162053923670555 0.011275205029050994 0.0013172066820910976 0.0060642995239041922 0.0056517625640140077 0.0017721002151995791 14.043421451044741 1.4994907973086813 0.51336964126676332 0.13990518503123872
leaf_count=224 17 78 55 71 24 24 20 32 34 70 53 43 209 38 111 153 27 194 930 80 34 29 94 22 13 20 1218 10 5 102
internal_value=-1.56309e-07 7.32576e-05 -0.000442787 -0.00252878 -1.46684e-05 -0.000990764 0.000948251 -9.69048e-06 -0.000952136 0.00210539 4.88586e-05 3.11528e-06 0.000628452 0.00147304 0.00458623 -0.000526965 -0.00013637 -7.15178e-05 0.000644404 0.0174311 0.0338001 -0.000507692 -0.0622212 -0.0401836 -0.0137901 0.0465283 -0.000360092 -0.00154134 -0.00359381 -0.0109589
internal_weight=43.2899 37.1314 6.15853 1.04871 5.10982 2.53755 2.57227 36.5461 2.13762 1.09648 34.4085 33.8227 6.16844 3.56355 1.11785 2.60489 27.6542 27.1275 7.79324 0.0799906 0.0663544 0.0311924 0.0136362 0.0199172 0.0138529 0.00308931 19.3342 5.29079 2.15277 0.653275
internal_count=4034 3823 211 88 123 48 75 3745 136 104 3609 3556 735 373 149 362 2821 2794 1265 335 141 107 194 78 56 114 1529 311 117 107
is_linear=0
shrinkage=0.1


Tree=722
num_leaves=31
num_cat=0
split_feature=3 3 3 1 1 0 1 0 0 0 0 0 1 0 3 4 3 3 3 1 0 3 4 4 0 1 4 3 0 0
split_gain=0.000127832 0.00079805 0.000670226 0.000473969 0.0121906 0.00160826 0.00323543 0.000682203 0.00218554 0.00105362 0.00056235 0.000660016 0.000790543 0.00117021 0.00055168 0.00180192 0.000339346 0.000791321 0.000770843 0.000312686 0.000258885 0.000478422 0.000871011 0.000432699 0.000248783 0.00103491 0.000239926 0.001935 0.0143081 0.0138183
threshold=0.079605000000000023 0.079355000000000023 0.078905000000000017 62.014663695050011 61.987779113750001 86.479632682150012 58.167480110400007 76.451683855550016 71.332859575200004 71.249517373150013 86.162394622750014 85.705356740550016 61.778079379550007 84.390700714750025 1.0000000180025095e-35 42.536568606950006 0.082535000000000011 0.081765000000000018 0.083365000000000022 62.165217350350012 96.959242474650011 -0.089139999999999997 40.00488309970001 40.94178426300001 71.131225215400022 55.782817748650011 42.779078631750004 0.090390000000000012 86.420486603250012 89.705782438650019
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 24 11 12 13 -8 20 -16 17 19 -18 -2 21 22 -5 -24 25 -1 -20 28 -28 -30
right_child=16 -3 -4 14 -6 -7 10 -9 -10 -11 -12 -13 -14 -15 15 -17 18 -19 26 -21 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.037620073728520415 -0.002690548912331607 0.004125211641023095 -0.0033842182536946239 0.0040587298911056871 0.070278937560744173 0.0012773539729831038 -0.10003432903525425 0.043051028528264562 -0.10004156889010657 0.061712786110226792 -0.10013817998758763 -0.026431517871689056 -0.10034729549267754 0.041066337101659696 0.0062108896555321952 -0.0021021726427985603 0.0037703325081197871 -0.0045177479938806929 5.1103664213241559e-05 -9.503234461768382e-06 -0.0024199245735237254 -0.0029272624368351968 -0.0029410416861561949 0.00017881182441495768 0.0070982813154469374 -0.10010455099855926 -5.9022325040197847e-05 0.00049827979338615811 -0.095167631070199654 -0.0091679292059170074
leaf_weight=0.0010336642448465286 0.5082985422585623 0.52680667525358682 0.51463472043603697 0.53190865902158746 0.025802913635516234 0.50540285903116455 0.0011199248346892565 0.0044574756963697828 0.001930694894888064 0.0033551714295754209 0.0022792736999690524 0.0074002879118779674 0.003632634466856681 0.0012369640389806591 0.54053907431660331 0.50373126659611145 0.54166872484338568 0.53672028754967271 28.220154601577743 3.0170787030770927 0.52724714935752004 0.52291022909966134 0.5215774136779604 3.0100631211441216 0.0038733047758796602 0.0011555552580251316 0.52391206169426707 2.0932423051286664 0.032995368997887853 0.043074452275433883
leaf_count=139 23 87 115 60 29 8 49 15 73 7 3 10 87 5 138 211 62 100 1700 128 240 42 18 119 13 33 123 162 28 207
internal_value=-1.67288e-07 0.000367462 9.38572e-05 0.000360191 0.00313835 -8.84988e-05 -0.0220204 0.00990203 -0.0031184 0.0167515 -0.0542215 -0.0464054 -0.0710839 -0.0259806 0.000106339 0.00220087 -8.05108e-05 -0.000940657 3.05683e-05 -0.000396064 -0.000321385 -8.0142e-05 0.000286234 -0.00028195 -0.00813127 -0.0350763 -3.49604e-05 -0.000936757 -0.00594337 -0.0464704
internal_weight=43.2792 7.7621 7.23529 6.72066 0.562681 0.536878 0.031475 0.0158059 0.0113484 0.0094177 0.0156691 0.0133898 0.00598952 0.00235689 6.15798 1.04427 35.5171 4.0621 31.455 3.52538 5.11371 4.58646 4.06355 3.53164 0.00606252 0.00218922 30.9134 2.69322 0.599982 0.0760698
internal_count=4034 1501 1414 1299 471 442 434 280 265 192 154 151 141 54 828 349 2533 251 2282 151 479 239 197 137 185 172 2220 520 358 235
is_linear=0
shrinkage=0.1


Tree=723
num_leaves=31
num_cat=0
split_feature=0 0 2 2 1 1 0 2 2 4 2 4 3 4 3 1 1 4 2 2 2 2 0 4 4 0 0 2 4 3
split_gain=0.000127256 0.00024974 0.00263648 0.00503669 0.0055562 0.0109805 0.00664517 0.00648386 0.00605815 0.00406157 0.00254622 0.00251535 0.00184507 0.000680925 0.000551056 0.000462419 0.00203584 0.0114228 0.00451966 0.00895144 0.00822268 0.00159921 0.0163275 0.00695616 0.00519087 0.00300377 0.00447524 0.000602811 0.000879514 0.00148276
threshold=96.959242474650011 87.170566421650008 -0.117885 -0.122095 64.407391431150018 68.20618276945001 95.620390325650007 -0.15076499999999998 -0.15447999999999998 40.984321400500008 -0.45120499999999997 42.310579034350006 0.094375000000000028 35.050303764500008 0.085035000000000013 66.590419433100024 62.837331883000012 36.364346611650006 -0.08854999999999999 -0.055334999999999995 -0.0068649999999999996 -0.079634999999999997 96.851704149400021 40.750688432250008 43.631818398850008 93.953546284800012 94.773526014550015 0.066710000000000019 38.748048509250005 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 -1 3 4 -3 8 7 9 10 -7 -6 -11 14 -4 -13 16 -15 -18 -19 -20 -21 22 23 25 -25 -17 -27 28 -23 -30
right_child=-2 2 13 -5 5 6 -8 -9 -10 11 -12 12 -14 15 -16 21 17 18 19 20 -22 27 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.00012510273358035473 -0.00035231681067910222 0.064417059410926347 -0.014084776991046761 0.10003104455778854 -0.042694233530454928 0.058538643764711955 -0.069017104467940779 0.095070943162158084 -0.089297683250680604 -0.10020107214776196 0.054535350283209306 0.0097869598420702864 -0.10004610011282555 0.00034190952412437747 0.10001574204182435 0.014336482556137054 -0.00027242694792016498 0.0066966703686404047 0.099007391340516337 -0.027237226802740256 0.051647213380276003 -0.001479957517846622 0.0011115233478970943 -0.10039321655963673 -0.0088965579859803419 -0.1003107559290265 -0.0021251544993306942 -0.00081118553949393159 0.0066169285441827035 0.00087830206049474286
leaf_weight=21.755235213066136 8.3036444197307713 0.015505476234466187 0.032771243310890763 0.0068680616022883658 0.0052270642390794819 0.0070853925233507207 0.0053959903501938902 0.016169496451468035 0.016225724757532589 0.0040871957680792548 0.0055565472620457967 0.0013037899502048589 0.0010399069869890809 4.6869686646241444 0.0014076735824346542 0.015718348236982149 0.51505821180762712 0.042617889237590023 0.023537241926533059 0.019451052338354091 0.041208500702851203 1.0371858012793973 0.50377322828535398 0.028574605286763699 0.0079188994869241469 0.0082161446669999361 0.010671802258578111 3.0312258312714535 0.54559148531916468 2.576566973008994
leaf_count=1376 1565 36 37 14 15 22 26 66 14 6 28 87 4 94 3 9 14 39 13 26 39 58 4 77 39 37 30 137 25 94
internal_value=-4.00466e-07 8.31666e-05 0.000426085 0.0178911 0.0107505 -0.00235413 0.0334226 0.0512001 -0.0506883 0.00366785 0.00740594 -0.0459306 0.0131981 0.000311835 0.0566298 0.000347865 0.00106524 0.00634698 0.0332317 0.046663 0.0263522 -0.000144412 -0.00521975 -0.0500796 -0.0805389 -0.0179592 -0.0448353 0.000261352 0.00104299 0.00188112
internal_weight=43.2718 34.9682 13.2129 0.0858723 0.0790043 0.0634988 0.0364894 0.0310935 0.0270093 0.014924 0.0107836 0.00783857 0.00375137 13.1271 0.00271146 13.0943 5.32884 0.641873 0.126815 0.0841968 0.0606596 7.76544 0.574873 0.0710998 0.0364935 0.0346063 0.0188879 7.19057 4.15934 3.12216
internal_count=4034 2469 1093 321 307 271 214 188 57 122 43 100 94 772 90 735 225 131 117 78 65 510 196 192 116 76 67 314 177 119
is_linear=0
shrinkage=0.1


Tree=724
num_leaves=31
num_cat=0
split_feature=3 3 3 0 1 1 0 0 4 4 3 3 2 3 3 1 3 3 1 0 4 4 4 0 3 3 3 0 2 4
split_gain=0.000128371 0.0012577 0.000499246 0.00130185 0.000684269 0.00056231 0.000321404 0.000448519 0.000455685 0.000249943 0.000221512 0.000408287 0.00234659 0.00152678 0.000316593 0.000238254 0.000526297 0.00238702 0.00085652 0.00079164 0.00712079 0.00836902 0.00468844 0.00436421 0.000710918 0.000475993 0.000468935 0.000463817 0.000437009 0.0019448
threshold=0.11660000000000002 0.11148000000000002 0.41214500000000009 86.103248543850015 62.079186690200011 61.907125369850007 86.135510041400025 87.818484831100008 37.311503175250003 42.686561923500008 0.11002000000000002 0.10661000000000002 -0.093879999999999991 0.10507500000000002 0.10335500000000002 62.009286778800011 0.094175000000000023 0.10301500000000002 61.998532946250002 85.791387400750025 41.571132012400007 40.720231579350006 37.999598532650005 84.390700714750025 0.082935000000000023 0.085335000000000022 0.10220000000000003 77.693751511800016 -0.095204999999999998 39.685256516350002
decision_type=2 2 2 2 2 2 2 2 2 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 5 -4 -2 -5 -8 -9 -10 11 13 -13 14 15 16 18 -18 19 20 21 22 23 27 -24 -21 28 -1 29 -17
right_child=2 -3 4 6 -6 -7 7 8 9 -11 -12 12 -14 -15 -16 26 17 -19 -20 25 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.01491530712306321 -0.0017438959150715952 0.0046783498485087035 0.0026356088544634768 0.0022727250352412277 -0.00069816073837304345 -0.0064028028689075206 -0.0031108428624915703 -0.0021104667875298747 0.0030574004345869862 -6.2495530821649932e-05 -0.0020525592595808375 -0.0029053344938255242 0.0064383248244369645 -0.0053023991685972509 0.0023579750123890065 0.016615537892245891 0.007175044038886233 -0.00035877463267928956 0.0037132518044274763 4.9836090836351418e-06 -5.0838737209237114e-05 0.084556205013259722 -0.020643448323676671 0.10004213320877516 -0.10010898455139582 -0.0024838747749609518 -0.0030674846420321727 -0.10007403995325587 -0.00031284488433689235 0.00041891543590671931
leaf_weight=0.0011261647564517752 0.49753204734542789 0.58288321825879919 1.0308359687037412 0.5108352750539783 1.5287429800715662 0.54050503285685636 0.50710018096288001 0.51502483407196509 0.52586997568679528 0.50181082256382448 0.5201652712881274 0.51790266131102181 0.55878504135261786 0.54138668923214694 0.58411819381574659 0.074855732894679394 0.60119507059187083 1.3996913975424832 0.52355943464317523 1.5295406385448589 0.53101884242459796 0.021792201729084582 0.0014898089762596101 0.004395290045067668 0.0046076666585364023 1.5442210418686952 0.5278650705201241 0.0014802097022084126 19.324522994060267 7.7057437477589792
leaf_count=126 21 78 20 3 67 19 11 29 32 9 27 19 49 41 53 335 66 7 27 39 286 34 71 7 24 38 27 10 1529 930
internal_value=-3.23027e-07 6.98574e-05 -0.000423147 -0.0011825 0.00064447 -0.00416978 2.8497e-05 -0.000530791 0.000317294 0.00153397 -3.69823e-06 2.59064e-05 0.00194389 -3.32262e-05 4.97452e-05 9.8519e-06 0.00057201 0.00190487 -6.85738e-05 -0.000612582 0.00282453 0.0465854 -0.0165841 0.0392459 -0.080693 -0.00124539 -0.000115549 -0.0632786 -5.80612e-05 0.00057474
internal_weight=43.2606 37.1023 6.15826 3.59868 2.55958 1.03804 2.56064 2.04981 1.54271 1.02768 36.5195 35.9993 1.07669 34.9226 34.3812 33.7971 6.16412 2.00089 4.16323 3.63967 0.56591 0.0348913 0.0130991 0.00700166 0.00609748 3.07376 27.633 0.00260637 27.1051 7.7806
internal_count=4034 3823 211 124 87 40 84 81 70 41 3745 3718 68 3650 3609 3556 735 73 662 635 558 272 238 143 95 77 2821 136 2794 1265
is_linear=0
shrinkage=0.1


Tree=725
num_leaves=31
num_cat=0
split_feature=2 4 4 3 2 3 2 3 2 4 2 3 3 3 3 2 4 2 0 1 2 1 2 2 2 3 1 1 1 3
split_gain=0.000165163 0.000725424 0.00128202 0.00131127 0.000710755 0.000634257 0.00267086 0.00120992 0.000585911 0.000484824 0.0022996 0.00559913 0.00767123 0.00296165 0.00267523 0.00209825 0.00341161 0.00171377 0.00212675 0.00156383 0.00143621 0.00120768 0.000871888 0.000697388 0.00308958 0.0234187 0.0133757 0.0037652 0.0159175 0.00131768
threshold=-0.06828999999999999 42.536568606950006 41.965809985500009 0.10249000000000003 -0.072524999999999992 0.10661000000000002 -0.011675 0.12201500000000003 -0.02903 42.622319549950006 -0.10290999999999999 0.085820000000000021 0.08674500000000003 0.096885000000000013 0.081515000000000018 -0.087234999999999993 43.111435027700004 -0.12546499999999997 85.812895065800021 65.907551067950024 -0.14654999999999999 70.897329358050015 -0.096529999999999991 -0.086139999999999994 -0.080019999999999994 0.086355000000000029 62.030794443850006 65.536543845950021 68.34060567600001 0.089415000000000022
decision_type=2 2 2 2 2 2 2 2 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 5 -4 9 -2 -7 -8 -3 23 11 14 -13 19 17 22 -17 18 -11 -14 -16 -20 -12 -1 25 -25 -27 -28 -29 -26
right_child=1 8 3 -5 -6 6 7 -9 -10 10 15 12 13 -15 20 16 -18 -19 21 -21 -22 -23 -24 24 29 26 27 28 -30 -31
leaf_value=7.1721375544911588e-05 -1.9250068158818376e-06 -0.0040972009845609446 0.007184332369625567 0.00020519935380891591 -0.0036774350664183532 0.0075883142333801447 -0.0023089372084278683 0.0035866577689512937 -0.00050808575149048879 0.012894081217492191 -9.1340983631026351e-05 0.100061642043747 0.069422328935717439 -0.040650858685984892 0.017828026146939825 0.0088807372455113522 -2.3197859098522686e-05 0.098986485891007323 -0.086873263306032372 0.006035057788663205 -0.10039640504527465 0.032533388278472325 -0.0058493493316333148 0.00040457085261868305 -0.0034049385625013803 -0.0066162653675866353 -0.10098360542143961 0.1000877327706409 -0.1001693870667688 0.0005913217674995714
leaf_weight=14.984843348666518 11.992619428749675 0.5217908563626773 0.56469289490441521 0.51447648321642703 0.5658168583930302 0.59079931967936294 1.0271431575622578 0.52654131699607365 3.5447664756543733 0.014304247362205622 0.52093008470880076 0.014946594782674738 0.006935369929578882 0.0080556774114484142 0.0013176458872976582 0.59631806205754712 1.5458954044530919 0.0016575282825215245 0.0040773145480521586 0.0088698140468226327 0.0046671964393865109 0.0010691192722680713 0.53107146807637995 0.53267485217716237 1.0843481705463309 0.038003908676273623 0.038719269934517797 0.0053642507409676901 0.015261963546201851 3.4509339355953079
leaf_count=1193 794 98 95 24 54 46 48 28 315 126 57 20 12 30 62 93 75 6 62 32 56 317 99 38 72 13 10 3 81 75
internal_value=-4.17478e-08 0.000217841 0.000534921 0.00385714 -0.000175274 0.000281316 0.00186529 -0.000310929 -0.000968615 -9.06284e-05 0.00104076 0.0195312 0.0438862 0.00869747 -0.0153542 0.000659279 0.00245535 0.00137792 -0.00693998 0.0338496 -0.0743677 -0.0620677 -0.0029981 -0.000273677 -0.0012757 -0.00783753 -0.0529366 -0.0825993 -0.0480886 -0.000364151
internal_weight=43.2589 19.2828 15.2163 1.07917 23.9761 14.1371 2.14448 1.55368 4.06656 23.4103 3.26012 0.0659005 0.0388075 0.0238609 0.0270931 3.19422 2.14221 0.0211082 0.0194507 0.0158052 0.00598484 0.00514643 1.052 20.1501 5.16531 0.630024 0.0973494 0.0593455 0.0206262 4.53528
internal_count=4034 1448 1035 119 2586 916 122 76 413 2532 1047 723 94 74 629 324 168 511 505 44 118 379 156 1485 292 145 107 94 84 147
is_linear=0
shrinkage=0.1


Tree=726
num_leaves=31
num_cat=0
split_feature=2 2 3 2 4 4 2 2 1 1 2 3 4 4 4 3 0 4 3 2 0 3 2 3 4 1 3 3 4 3
split_gain=0.000145055 0.0011178 0.00230527 0.000851077 0.00374369 0.039436 0.0254695 0.0017579 0.00122635 0.000607614 0.00057239 0.00065364 0.00190486 0.000547067 0.00134748 0.000363092 0.000918494 0.00207807 0.0154345 0.0135586 0.000848358 0.0159166 0.00059604 0.00124186 0.000596176 0.000263892 0.000258802 0.000227817 0.000227295 0.000428133
threshold=-0.08854999999999999 -0.086139999999999994 0.10249000000000003 -0.081629999999999994 42.686561923500008 41.535369675400013 -0.083424999999999985 -0.085584999999999994 62.009286778800011 62.165217350350012 -0.091919999999999988 -0.27628999999999998 48.86568841230001 41.218101594450012 41.50623664750001 0.088350000000000026 86.135510041400025 40.94178426300001 0.095170000000000018 -0.14429 86.420486603250012 0.085820000000000021 -0.13125999999999996 0.09450500000000002 36.620308449100001 58.167480110400007 0.082205000000000014 -0.26533499999999993 36.491284729650012 0.091275000000000023
decision_type=2 2 2 2 2 2 2 2 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 9 4 5 7 -7 -3 -6 -2 11 12 25 -12 -15 20 -17 22 19 -19 21 -13 -18 -24 -25 -1 -22 -5 29 -29
right_child=1 3 -4 27 8 6 -8 -9 -10 -11 13 15 -14 14 -16 16 17 18 -20 -21 26 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.049119193597021563 -0.001060443933509623 -0.060464497938873984 0.0078834964722703568 0.0021530774140212025 0.002658870574016418 0.078252265063178131 -0.048320757837634787 -0.10083799598600217 -0.0041913864979059474 0.0030720040678197153 -0.00040199781725234042 0.00025776580165930038 0.014169220434322597 0.00034180651879892288 -0.0068573765161442733 0.00069275592507894322 -0.0031993091138932169 -0.0045993946562021817 -0.0017717694601673058 -0.10109455031590618 -0.00086957431753339478 0.074544220004996761 0.0045215823582577174 0.0010588179742645049 -0.0037119313458234848 -0.10011988988275672 0.00068761661850584013 5.7456035018583817e-05 0.00010616513626025015 -0.0034373143913995472
leaf_weight=0.001834829410270522 1.0221653755123754 0.015961131699196246 0.55375417323318732 0.51560251542981816 0.51779822199478076 0.041706105478624522 0.025690805325588428 0.033251941400714607 0.52764449602926233 0.54578922345029912 1.5051847529222278 0.5250349587561306 0.0051082341924484354 0.50245002414158058 0.53877811856602609 3.0600038531653766 0.55069431365762 0.027424054831996614 0.54507132822832594 0.031045838432188222 1.5202673568283867 0.030518945190463942 0.53864024692275969 0.51112001395875672 0.53729155092426051 0.0022693932897556723 3.5820650813155321 1.0218402738210191 23.877610040977583 0.53359280451419255
leaf_count=55 20 11 17 120 19 15 36 53 54 49 27 349 11 5 57 134 159 35 102 32 593 25 30 29 37 60 257 91 1458 94
internal_value=-3.33464e-07 0.000126475 0.00233691 -4.65152e-05 -0.00269415 -0.0196891 0.0300043 -0.0877438 -0.000798517 0.00037802 -0.000264834 3.63038e-05 -0.0265898 -0.00162108 -0.00338337 5.77095e-05 -0.00049819 -0.0018276 -0.00700936 -0.0558356 0.000627699 0.00433864 -0.000364656 0.000618946 -0.0013861 -0.0773196 0.000223643 7.20533e-05 2.98649e-05 -0.00114143
internal_weight=43.2472 29.2324 2.12171 27.1107 1.16205 0.11661 0.0673969 0.0492131 1.04544 1.56795 14.0148 11.4684 0.00921246 2.54641 1.04123 11.4592 5.80129 2.74129 0.603541 0.0584699 5.65789 0.555554 2.13775 1.58705 1.04841 0.00410422 5.10233 25.9486 25.433 1.55543
internal_count=4034 2037 86 1951 188 115 51 64 73 69 1997 1908 126 89 62 1782 558 424 169 67 1224 374 255 96 66 115 850 1763 1643 185
is_linear=0
shrinkage=0.1


Tree=727
num_leaves=31
num_cat=0
split_feature=3 3 2 4 4 4 0 3 0 1 1 3 2 3 3 2 2 1 3 3 2 1 1 1 1 4 4 2 1 2
split_gain=0.000152183 0.00140488 0.00046376 0.000360371 0.000650358 0.000267671 0.000683466 0.000247753 0.000166324 0.000960006 0.00106507 0.000444239 0.00244406 0.00214618 0.00049408 0.0020582 0.00181939 0.00108121 0.001066 0.000795201 0.000243799 0.00055673 0.00206649 0.000998532 0.00138055 0.00954929 0.0147824 0.010998 0.0100046 0.00642527
threshold=0.12084500000000002 0.11243000000000002 -0.032369999999999996 40.280372415600006 41.360869295700006 42.47354681640001 92.501778894350011 0.11082500000000002 97.878695155250014 78.527173532250018 71.464594023550021 0.10661000000000002 -0.092990000000000003 0.10433500000000002 0.096315000000000026 -0.032369999999999996 -0.075639999999999999 62.041548276350007 0.094725000000000018 0.09450500000000002 0.066710000000000019 62.55235532115001 64.665483411650015 66.351146659450009 70.897329358050015 38.748048509250005 41.385032804600009 0.04932000000000001 66.590419433100024 -0.11347
decision_type=2 2 2 2 2 2 2 2 2 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 8 11 10 -10 13 -13 14 18 16 17 -16 19 20 21 -1 -23 -24 25 -25 -27 28 -28 -30
right_child=2 -3 5 4 -6 -7 -8 -9 9 -11 -12 12 -14 -15 15 -17 -18 -19 -20 -21 -22 22 23 24 -26 26 27 -29 29 -31
leaf_value=-0.00024003352821048876 -0.0036846246664662043 0.0048678925807745322 0.0042268183828252388 0.00049689531989588454 -0.0027543939243530689 -0.00033967838704201318 -0.00089737898193269325 -0.0021832733333266297 0.00019518515924913391 0.00025157634444900398 -0.0061181373691660554 -0.0028328441748791781 0.0067175854129212899 -0.0061220194912794739 0.0057752209200922092 0.0065695769542985869 -0.0033995038276903311 0.00029243275608302276 -0.004430596944175867 0.0039693814600331775 -0.00081813344918278122 0.0066247712612853386 -0.0038401761872897729 -0.00022806323082903482 0.00023486851379437356 0.062881648700100726 0.10003648075841885 0.10023076495063554 -0.0052815919870529068 -0.10018494013874396
leaf_weight=14.536642797335089 0.52951463342710914 0.60102501759868587 0.53738286704173999 1.5210800713539359 1.0330933592044624 1.5065969885840784 0.50481296696173672 0.51533025691890699 0.50318984082434381 3.5891299506333403 0.56981438790395855 0.51810131155944816 0.55499913082149877 0.55560097454326651 0.54077182754826991 0.60654417870278976 0.94306326547189212 1.0739955197026914 0.52961523382759779 0.52079638256691296 3.0432426899101399 0.56475625975284316 0.52752730972719586 0.54686004485919371 6.6547301858072991 0.063632518043959863 0.0045440681551553999 0.0069462275132536879 0.012487401157162733 0.016640425158141795
leaf_count=964 61 103 23 20 31 16 21 27 33 1120 203 16 40 40 27 43 55 97 43 9 208 101 122 59 356 51 11 1 61 72
internal_value=-6.68768e-07 7.19475e-05 -0.000485423 -0.00131038 -0.000818162 0.000512656 0.00174479 -5.95961e-06 2.47949e-05 -0.000533028 -0.00315748 0.000106521 0.00210656 3.67206e-05 0.000150052 0.00133231 9.03895e-05 0.00212857 1.16382e-05 0.000100422 2.28591e-05 0.000134451 0.000782662 0.000361468 0.000664853 0.00505955 0.0327964 -0.0143354 -0.0379694 -0.0594989
internal_weight=43.2325 37.6 5.63248 3.08369 2.55417 2.54879 1.0422 36.999 36.4836 4.66213 1.073 31.8215 1.0731 30.7484 30.1928 3.16437 2.55783 1.61477 27.0284 26.4988 25.978 22.9348 8.39812 7.83337 7.30584 0.651111 0.104251 0.0406181 0.0336719 0.0291278
internal_count=4034 3862 172 112 51 60 44 3759 3732 1356 236 2376 56 2320 2280 222 179 124 2058 2015 2006 1798 834 733 611 255 196 145 144 133
is_linear=0
shrinkage=0.1


Tree=728
num_leaves=31
num_cat=0
split_feature=2 2 3 2 4 4 2 1 2 1 2 4 4 0 1 0 0 3 3 3 3 4 3 3 2 3 3 4 3 3
split_gain=0.000165146 0.0017971 0.001434 0.000701906 0.00330231 0.034667 0.0219455 0.00234892 0.00518754 0.000991204 0.000518871 0.00098056 0.00100127 0.000334289 0.00322683 0.0113761 0.00382325 0.00261131 0.00192087 0.0012109 0.00136032 0.000993826 0.000682074 0.000890336 0.00079739 0.00063261 0.000550706 0.00103522 0.000928199 0.000475113
threshold=-0.088224999999999984 -0.086139999999999994 0.087555000000000022 -0.081629999999999994 42.686561923500008 41.535369675400013 -0.083424999999999985 62.057679025150001 -0.085584999999999994 62.009286778800011 -0.091919999999999988 41.50623664750001 43.218894539100006 86.103248543850015 61.93938686740001 85.732241321850012 83.941728207000011 0.10507500000000002 0.08729000000000002 0.07772500000000003 -0.11012 49.283271594150008 0.093905000000000016 0.10010000000000002 -0.117885 0.09013000000000003 -0.16320999999999999 48.86568841230001 -0.41441 0.088555000000000023
decision_type=2 2 2 2 2 2 2 2 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 -2 4 5 7 -7 -3 -9 -6 13 -12 -13 14 15 16 17 18 19 20 21 26 25 -24 -25 29 27 28 -1 -15
right_child=1 3 -4 -5 9 6 -8 8 -10 -11 11 12 -14 22 -16 -17 -18 -19 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.10004199615063379 0.0001515610892162978 -0.1009279179797892 0.0073772635754930553 8.8332729003948442e-05 0.0024161278714511618 0.074989287545290439 -0.044752948863216374 0.024358035111023104 -0.10022269988337612 -0.0037410280775217741 -0.00025277362327233839 -0.0069194481107532199 -0.00072234143000918911 0.00025695349628991225 0.00053424527668624112 0.080539346798835731 -0.061827299409315653 0.071195457952613533 -0.069308127609120723 0.089988397192735006 -0.082344309270150337 -0.03861968976744342 -0.0051281898209872105 0.0010901961736403734 -0.0036663558467656555 0.0035398777861638331 0.083096373235474155 0.047372623170284657 0.016812152484924053 -0.0028790838270884886
leaf_weight=0.0011369506142857111 0.50385269375100239 0.031437431927540005 0.6037903572172354 25.948118490032769 0.51693971232680258 0.03926581473524493 0.025082736166357478 0.0054704626242631513 0.00859214922745416 0.52903446776512342 2.5093359577568699 0.53513984496277156 0.50842029174737746 6.6538169766852855 1.5314264298418714 0.022289101325441152 0.010365902455824028 0.0055141616867331314 0.003922475359145138 0.0016534160209857882 0.0017718673528009316 0.0029407416232061232 0.56839088187428011 1.0461927610020267 0.53148854380584842 0.55285009456153478 0.0015288766043397564 0.0044003055563734961 0.0016904148721582635 0.52091860771892573
leaf_count=67 24 9 47 1763 19 15 36 9 46 54 37 49 18 914 232 10 38 16 28 16 79 8 144 106 47 85 38 9 34 37
internal_value=-3.21523e-07 0.000142275 0.00409038 -1.90702e-05 -0.00243026 -0.0189243 0.0283144 -0.0857316 -0.0517598 -0.000698048 -0.000268242 -0.00132411 -0.00390023 5.90381e-05 0.00140537 0.0247223 -0.0109 0.0105953 -0.00695037 0.00922392 -0.000690385 0.0116783 -0.000157582 -0.00173474 -0.000512189 0.000280421 0.02857 0.017036 -0.0301777 2.92628e-05
internal_weight=43.2268 28.2116 1.10764 27.1039 1.15582 0.109849 0.0643486 0.0455 0.0140626 1.04597 15.0152 3.5529 1.04356 11.4623 1.58864 0.0572142 0.0349251 0.0245592 0.019045 0.0151226 0.0134692 0.0116973 9.87366 2.14607 1.57768 7.72759 0.00875655 0.00722767 0.00282737 7.17474
internal_count=4034 2022 71 1951 188 115 51 64 55 73 2012 104 67 1908 575 343 333 295 279 251 235 156 1333 297 153 1036 148 110 101 951
is_linear=0
shrinkage=0.1


Tree=729
num_leaves=31
num_cat=0
split_feature=1 4 4 2 3 2 4 4 1 2 4 2 4 0 0 3 3 3 2 4 3 2 2 1 1 1 1 1 4 2
split_gain=0.000163668 0.000771507 0.00144183 0.00245106 0.00114656 0.00150379 0.000597014 0.000654998 0.000553066 0.00045924 0.000325351 0.00274119 0.00317355 0.00072513 0.000526763 0.00242677 0.000460205 0.0020724 0.00075871 0.00111108 0.000686362 0.00185444 0.00226937 0.0218869 0.0141292 0.0206763 0.00516275 0.000883107 0.000898202 0.00163755
threshold=61.987779113750001 40.467253020850002 42.686561923500008 -0.087234999999999993 0.093325000000000033 0.0023400000000000005 41.674196414850009 41.092444989200011 61.93938686740001 -0.53569499999999992 42.488347682450005 -0.63113999999999992 41.289992964000007 86.329079026800017 87.48511602295001 0.087555000000000022 0.10335500000000002 0.10791500000000002 -0.026144999999999998 40.206947806850003 0.094725000000000018 0.0023400000000000005 -0.10623499999999998 74.739136026450012 62.095317438950012 65.611820673600008 70.206395618550019 62.009286778800011 42.066503896600004 -0.08786999999999999
decision_type=2 2 2 2 2 2 2 2 2 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 -1 -6 7 9 -4 -3 11 12 -2 -12 15 -15 20 -18 19 -19 27 22 -22 24 -24 -26 -27 -13 -29 -30
right_child=10 2 8 -5 5 -7 -8 -9 -10 -11 13 16 -14 14 -16 -17 17 18 -20 -21 21 -23 23 -25 25 26 -28 28 29 -31
leaf_value=-0.0018826012380730808 0.00074946636168436471 -0.00021187279425079512 -0.00028299382412977879 -0.0081423513369630642 0.0051467391917435889 -0.00036842143318151276 -0.004096087595343508 0.00091770356026329341 0.0042985768817246413 -0.0044753629657173491 -0.0040020103361555195 0.0042727019172122153 -0.10038424491309864 0.0063589218470992866 -0.00065103810212554689 -0.0030135269074602808 0.0064949064952297244 -0.0043682072390145189 0.0037156125496700856 0.00054446101373244909 0.00023929213164433665 0.00084687110516236559 -0.10084740607669332 -0.00042222580094258941 0.072024032027937321 -0.029859534189694521 -0.10047266864362253 -2.538452145139195e-05 3.2521899253259797e-05 0.0067049693796086135
leaf_weight=1.0264215043845166 0.0066193225682366075 0.49929168075323138 0.52083103514731266 0.57723024191888361 0.93625083072402038 1.0475551336348869 0.52763275589648584 1.5150182416309403 0.53323608625743191 0.51143039639643539 0.55325495109751077 0.53693730130684869 0.0058405514573678374 0.56247206895466095 5.1323998286694597 0.54292578857348417 0.63041923802258093 0.54200313660357879 0.57530225387802314 3.0567135115768167 0.54252831585022065 1.5354400133604378 0.037020971154561488 0.511808410066663 0.016745903302251008 0.025010030876728706 0.017668891517928387 19.097357079527274 1.0168092627305934 0.57626412769574953
leaf_count=193 42 2 220 137 50 22 26 17 21 72 224 28 4 87 930 19 81 94 84 48 95 50 13 38 24 18 33 1246 42 74
internal_value=-3.91667e-07 -0.000418512 -0.00122117 -0.00216645 0.00083062 0.00223444 -0.00103673 -0.00039762 0.00203475 -0.00236922 9.01842e-05 0.000237323 -0.0466568 -0.000532307 -0.000224565 0.00175556 0.000257669 0.00115077 0.000343621 -0.000195437 7.8238e-05 -0.00142778 -0.00446276 -0.00865672 -0.0523547 -0.0221443 -0.0590931 0.000268818 0.000164913 0.00244615
internal_weight=43.2164 7.6949 4.68467 3.6306 3.01023 1.98381 3.05337 2.52574 1.05407 1.01072 35.5215 28.7305 0.0124599 6.79105 6.2378 1.1054 28.718 4.80444 4.17402 3.59872 23.9136 2.68622 1.15078 0.608254 0.0964458 0.0594248 0.0426789 21.2274 20.6904 1.59307
internal_count=4034 760 495 254 265 72 117 91 241 74 3274 2014 46 1260 1036 106 1968 307 226 142 1661 271 221 126 88 75 51 1390 1362 116
is_linear=0
shrinkage=0.1


Tree=730
num_leaves=31
num_cat=0
split_feature=0 3 3 1 1 2 2 1 4 1 4 3 3 2 4 3 0 1 1 0 4 3 0 3 1 4 1 0 4 4
split_gain=0.000182292 0.00238836 0.0034429 0.00186132 0.00246384 0.0018161 0.00241697 0.00231671 0.00127896 0.00111176 0.000901921 0.00121974 0.00103645 0.000695181 0.000422429 0.000308153 0.00029889 0.00020355 0.000620066 0.00125814 0.000181924 0.00402092 0.0120075 0.00521209 0.00637573 0.00137675 0.00320707 0.000498056 0.000914553 0.00181143
threshold=85.242941942100018 0.099855000000000027 0.094175000000000023 61.778079379550007 61.622148808000013 -0.013805 -0.018034999999999999 58.167480110400007 43.426640904350009 55.782817748650011 49.283271594150008 -0.52484999999999993 -0.23921499999999998 -0.23375499999999999 41.481306584950012 -0.15572 85.683849075550015 61.901748453550006 61.93400995115001 86.565663342300013 41.218101594450012 -0.24532499999999999 86.162394622750014 -0.52484999999999993 71.494167063000006 40.984321400500008 62.020040611300011 85.812895065800021 41.806790701050012 41.50623664750001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -5 -1 11 -11 -13 -14 -7 -15 -2 -18 19 -19 21 22 -20 -24 -25 -23 -27 -22 29 -29
right_child=16 -3 -4 8 -6 14 -8 -9 -10 10 -12 12 13 15 -16 -17 17 18 20 -21 27 25 23 24 -26 26 -28 28 -30 -31
leaf_value=-0.070442489318283841 0.0023092458827959606 -0.00043825777933290296 -0.084202591193412196 -0.10004390542889906 0.10002724444697875 -0.10005801907364183 0.1000539713518506 -0.10008426814072334 0.025306782662437965 0.081266583445248952 -0.035277014583736187 -0.053761086408000515 0.06937912762840269 0.03499469312720354 -0.023674249686654061 -0.030174725066495531 0.0009793628015466317 -0.0058652177784284248 -0.10070239846588117 0.001026340017645639 0.001508598348263688 8.5043679878135268e-05 -0.1001148966591783 0.084707035041003187 -0.1000490316801102 -0.0021298400516143318 0.008707090469813281 -0.00079607570217591652 2.8747891967542695e-05 -0.006875709738332245
leaf_weight=0.0017603854063799164 0.57127914434854332 1.4228629678551383 0.0079848637273443046 0.003387659668708346 0.0022498992120745165 0.0023819901072910819 0.002232801591162569 0.0024748865411345832 0.001071383215818178 0.00302774858306831 0.002899743596628924 0.002088858877879682 0.0023939625856855247 0.0012455937394407731 0.0010401960573505065 0.001737923213091689 2.0422307472872481 0.53155919473647262 0.014775786781699012 0.52807982535159681 1.5511100208068445 18.653126886426151 0.0027349394136906282 0.010538017823677141 0.0022701888727771737 0.50533822551369556 0.5941727546856086 3.1105974672650052 13.045468264758386 0.5817331713775572
leaf_count=68 141 70 22 154 5 32 3 69 63 20 10 32 12 4 113 47 36 22 7 18 58 1205 20 19 107 7 59 125 1372 114
internal_value=-8.19728e-07 -0.00109885 -0.0258482 -0.0103129 9.73482e-05 -0.0095587 0.00203392 -0.0103807 -0.0699256 0.00426905 0.0140886 0.0277294 0.00601895 0.0292403 -0.0768407 -0.00296703 3.76051e-05 6.08644e-06 -4.47078e-05 -0.00243075 2.17021e-05 0.000231882 -0.0361573 0.0252012 0.05196 0.000287737 0.00372641 -0.000205647 -0.000364508 -0.00175393
internal_weight=43.2059 1.46084 0.0379779 0.029993 0.025534 0.0232841 0.0198619 0.0176291 0.00445904 0.0151542 0.0133938 0.0104941 0.00746634 0.00537748 0.00342219 0.00298352 41.745 41.1737 39.1315 1.05964 38.0719 19.783 0.0303189 0.0155431 0.0128082 19.7526 1.09951 18.2889 16.7378 3.69233
internal_count=4034 724 654 632 415 410 265 262 217 193 125 115 95 63 145 51 3310 3169 3133 40 3093 1424 153 146 126 1271 66 1669 1611 239
is_linear=0
shrinkage=0.1


Tree=731
num_leaves=31
num_cat=0
split_feature=0 3 2 0 2 3 3 3 3 3 0 2 4 4 1 3 1 0 4 0 4 4 1 4 0 4 0 4 2 1
split_gain=0.0001485 0.00208072 0.00318475 0.00331191 0.000940414 0.00185877 0.00137269 0.00142308 0.00073003 0.00145384 0.0013913 0.00117257 0.00169516 0.00132866 0.000592763 0.000799991 0.000531013 0.000242498 0.000195857 0.0011393 0.0110362 0.00547672 0.00498956 0.00367287 0.00104017 0.00091555 0.000715328 0.000644787 0.000502698 0.004323
threshold=85.242941942100018 0.099855000000000027 -0.10623499999999998 84.390700714750025 -0.12546499999999997 0.09180000000000002 0.09062000000000002 0.078905000000000017 -0.059734999999999996 -0.11012 71.131225215400022 -0.23349 48.96897326980001 48.226196960950006 58.167480110400007 0.087125000000000022 57.041016153700006 85.683849075550015 38.400997490450003 93.953546284800012 35.171584490050009 37.038444968100009 67.074341896550024 36.124181380200007 96.851704149400021 38.748048509250005 97.225399829550014 39.051326806600009 0.086310000000000026 76.830756451950009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 14 5 6 7 8 9 10 -1 12 16 -13 15 -4 -12 -2 19 20 -19 23 -23 -22 -21 -20 -26 -27 -29 -30
right_child=17 -3 3 -5 -6 -7 -8 -9 -10 -11 11 13 -14 -15 -16 -17 -18 18 25 24 21 22 -24 -25 26 27 -28 28 29 -31
leaf_value=-0.10008448687962196 0.0020813505042412655 -0.00039432600387060947 0.0098512718596581138 0.022338148074032928 0.063357795837431397 -0.10022521716673477 0.10001095730349419 -0.10003188689326514 0.085219922978320581 -0.10006692391101389 -0.0070139060678134279 -0.021738833780608091 -0.069252235002582083 0.10002825612681499 -0.10021203221366633 -0.10006646317548221 0.067425211987901343 -0.001230710132026136 -0.0041692356802664745 -0.0040754171586374821 0.042673184564767763 0.083546883312480044 0.0219951046680921 -0.013662483067873911 0.0040555339150510029 0.0034259777388288993 -9.264105465617013e-05 -7.098006155648801e-06 -0.027883856633011614 -1.1847941287548335e-05
leaf_weight=0.0010488714014511994 0.57049020180985976 1.423221893762239 0.0013020218937968573 0.0036535292670123462 0.002125019527738913 0.0019137668286646195 0.0013622729337257047 0.0014218959419300967 0.001048376633414381 0.0013427555034387926 0.0016815320643636259 0.0013034106116538843 0.0025614057176426286 0.0028675219509750605 0.0085113759968465375 0.0013473119617515295 0.0022280848900821937 0.52588055367141118 0.53535290685682824 0.5405594489519151 0.020023208381829249 0.030268183109001257 0.023313804315733933 0.027421696686630526 0.52189260037833696 0.54007332555514764 2.0432468571538935 35.771294396321288 0.062204439950836243 0.52795459059906125
leaf_count=65 141 70 120 9 10 12 6 80 13 87 14 101 10 4 77 14 32 46 58 89 19 28 22 32 11 67 421 2093 125 158
internal_value=-8.95654e-07 -0.000992603 -0.0248308 -0.0603017 0.000305577 -0.00682903 0.00376845 -0.00468806 0.00493908 -0.00151844 0.0098004 0.0206307 -0.00601885 0.0619762 -0.0873543 -0.0460471 0.0354088 3.37676e-05 5.39398e-06 0.000696152 0.00458473 0.0348561 0.0567654 0.0101129 -8.87854e-05 -6.34773e-05 0.000751329 -3.91259e-06 -5.48564e-05 -0.00294964
internal_weight=43.1989 1.45894 0.0357192 0.0148142 0.0209049 0.0187799 0.0168661 0.0155039 0.014082 0.0130336 0.0116908 0.010642 0.00647102 0.00417093 0.0111607 0.00264933 0.00390962 41.74 41.1695 3.73261 0.626907 0.101027 0.053582 0.0474449 3.1057 37.4369 2.56514 36.9015 36.3615 0.590159
internal_count=4034 724 654 220 434 424 412 406 326 313 226 161 56 105 211 134 46 3310 3169 668 147 101 50 51 521 2501 432 2443 2376 283
is_linear=0
shrinkage=0.1


Tree=732
num_leaves=31
num_cat=0
split_feature=2 2 1 2 0 2 2 2 2 1 1 3 1 3 3 3 4 2 3 4 4 2 1 2 4 0 2 2 4 1
split_gain=0.000160018 0.000684717 0.00259225 0.000650494 0.000572878 0.00960546 0.00306867 0.00112178 0.00737468 0.000426759 0.000628349 0.000540529 0.00292012 0.000540928 0.000618355 0.00039283 0.00127369 0.000746828 0.00151504 0.00290093 0.000562576 0.00034954 0.000435717 0.000346066 0.000345986 0.00237249 0.00717487 0.00625374 0.00684341 0.00305589
threshold=-0.06828999999999999 -0.053159999999999992 70.641925835650014 -0.072524999999999992 85.877418060900013 0.10957500000000002 -0.010319999999999999 -0.028049999999999999 -0.018034999999999999 61.93938686740001 61.982402197500001 0.10371000000000001 62.079186690200011 0.10111000000000002 0.096315000000000026 0.087555000000000022 41.385032804600009 0.066710000000000019 0.075810000000000016 37.311503175250003 40.159267750750011 -0.032369999999999996 62.837331883000012 -0.039434999999999998 42.622319549950006 86.103248543850015 -0.08262499999999999 -0.083064999999999986 43.426640904350009 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=3 2 -2 24 5 6 7 -3 -9 -6 -11 13 -13 14 15 17 20 18 23 -20 -17 -14 -23 -12 -1 26 27 28 -26 -27
right_child=1 4 -4 -5 9 -7 -8 8 -10 10 11 12 21 -15 -16 16 -18 -19 19 -21 -22 22 -24 -25 25 29 -28 -29 -30 -31
leaf_value=-0.00024707530425720399 0.0072162428868942615 -0.047387416196119345 -0.00096545472079438515 -0.0035279736918721696 0.0029215716832964342 0.00053366377234152643 -0.10019070548505207 -0.10020878691064102 0.061727026887759377 -0.0034004692805358174 0.00028970929154686144 0.0078826704871893995 -0.0023777048645760757 -0.0032737703827587956 0.0033087603865430849 -0.0031901657453387369 -0.0055365568343827293 -0.00059168003342475973 0.00037623187855860855 0.0092843237847558442 0.00037516718180365702 -0.00020596287123426774 0.0028900800856609989 -0.0028406435372706922 -0.10006494644240445 0.00055202625706747956 -0.10033678389584517 0.097688250455351289 0.008097464459367567 0.016184378501376148
leaf_weight=20.110841732547438 0.62775948504315948 0.023031803914278726 1.0107645279384376 0.56442641724862497 0.53389554299610864 0.55599979900688012 0.0090215229039064537 0.004996644318282506 0.0064329380619305709 0.51171302693183207 1.0121799531625582 0.5585307849396498 0.505723021936474 0.53286975282787885 0.5339129063672815 0.53658476476625372 0.53530496448290721 4.5254860866559747 1.0129230208504116 0.57200742658627257 2.5259196274528222 2.0037743467546538 0.58793356851107947 0.54241541955199757 0.0078056293405028834 3.0733820936511624 0.0092639084311953168 0.005386368995459633 0.023341754903933171 0.13035555551914502
leaf_count=1485 86 33 67 54 20 67 134 12 31 16 7 22 11 19 52 95 123 280 15 114 47 11 99 87 60 54 23 11 212 687
internal_value=-6.9379e-07 0.000213776 0.00216916 -0.000173429 3.20501e-05 -0.00300625 -0.0482698 -0.0346776 -0.00906608 0.000138996 4.89441e-05 0.000159363 0.00122724 -0.000157281 -1.65065e-05 -0.00017414 -0.00103616 0.000230474 0.00141557 0.0035912 -0.000249519 2.71231e-05 0.00049638 -0.000802505 -9.23773e-05 0.000865024 -0.0217344 -0.00180315 -0.0190084 0.00118808
internal_weight=43.194 19.2692 1.63852 23.9248 17.6307 0.599483 0.0434829 0.0344614 0.0114296 17.0312 16.4973 15.9856 3.65596 12.3296 11.7967 11.2628 3.59781 7.66501 3.13953 1.58493 3.0625 3.09743 2.59171 1.5546 23.3604 3.24954 0.0457977 0.0365338 0.0311474 3.20374
internal_count=4034 1448 153 2586 1295 277 210 76 43 1018 998 982 143 839 820 768 265 503 223 129 142 121 110 94 2532 1047 306 283 272 741
is_linear=0
shrinkage=0.1


Tree=733
num_leaves=31
num_cat=0
split_feature=0 3 3 3 3 2 0 4 2 1 3 2 3 3 3 1 2 3 2 1 1 1 0 3 1 0 3 3 3 3
split_gain=0.000210588 0.000367678 0.00277235 0.00430755 0.000441208 0.000179844 0.000558512 0.00194091 0.00102505 0.00784881 0.0157508 0.00934834 0.00298453 0.00837955 0.001594 0.000660747 0.00135438 0.00400992 0.000524107 0.000418931 0.000604554 0.000307841 0.000452967 0.000404372 0.000761311 0.000956721 0.000742927 0.00176869 0.000402418 0.00128744
threshold=102.89804648475001 0.079805000000000029 0.090735000000000024 0.089835000000000012 0.086230000000000015 -0.06828999999999999 85.963448721100022 32.724174661450007 0.051245000000000013 61.998532946250002 0.10249000000000003 -0.054619999999999995 0.10220000000000003 0.097015000000000032 0.084360000000000018 62.079186690200011 -0.0068649999999999996 0.089305000000000023 -0.072524999999999992 62.095317438950012 62.154463517850012 75.408562100950022 99.994511703900017 0.11922500000000003 61.966271448700006 85.963448721100022 0.10932000000000001 0.10371000000000001 0.09013000000000003 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=5 -2 3 4 -3 18 8 -8 9 10 11 -7 13 14 -13 16 17 -9 21 -17 -21 23 -23 26 -25 -26 27 28 29 -1
right_child=1 2 -4 -5 -6 6 7 15 -10 -11 -12 12 -14 -15 -16 19 -18 -19 -20 20 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-1.5082820361138799e-05 -0.0016051666931696735 -0.10007182455245599 -0.10010175348389805 0.075359165868539718 -0.035367185277069425 -0.10026930443923901 -0.064298250967549236 -0.0017384698366120347 0.00035509043887949868 -0.0011446727150294064 -0.10046069992989821 0.089227729247841447 0.10018436236289852 -0.10038402395998088 0.02128827296162538 -0.0025927760234326874 -4.7291804752685042e-05 0.01018772138903257 -0.0031666365473513808 0.003581578347266118 0.00014823915472535933 0.0035397435081174055 1.5686719096398162e-05 7.3628090691273197e-05 -0.00030797158931909849 -0.006332354816966132 0.0025663954474775693 -0.005798753702579337 0.00061057922242292262 -0.0036426992552509164
leaf_weight=9.847572588151186 0.49502055867456091 0.0018529865400199602 0.0031408660122731339 0.0046856235884789044 0.0024435194730209886 0.0063803773955439782 0.0046320903892355094 0.53764547540777152 1.0587675893613289 0.53292146005938223 0.024525658572137843 0.0069510035665021341 0.0055547254160046569 0.0045976225140407214 0.0068630799000288789 0.52691452424187346 1.5329475213211541 0.59273582822061144 0.56550254493504226 0.53329701337497581 13.385445489493081 0.5619742343045705 1.0392267134851065 1.5169906172450267 0.50972581604710832 0.54595345554624419 1.0450223522972795 0.54263632880237267 6.6597370231960467 1.0862424771821526
leaf_count=1069 409 149 217 20 165 7 12 41 106 62 24 95 1 4 20 9 36 29 46 18 612 141 168 18 10 43 42 33 317 111
internal_value=-7.82868e-07 -0.00202654 -0.0192323 0.00904602 -0.0632728 2.32876e-05 0.00025508 0.000424325 -0.00150398 -0.00485263 -0.0408643 0.00730021 0.0359375 0.0165546 0.0554742 0.000441848 0.00188916 0.00451524 -0.0001585 0.000175009 0.000279788 -8.56633e-05 0.00125253 -0.000184161 -0.00136141 -0.00342353 -2.62632e-05 -0.000175654 -2.22165e-06 -0.000375476
internal_weight=43.1879 0.507144 0.012123 0.00898213 0.00429651 42.6808 18.7602 17.1136 1.64656 0.587794 0.0548725 0.0303468 0.0239664 0.0184117 0.0138141 17.109 2.66333 1.13038 23.9206 14.4457 13.9187 23.3551 1.6012 21.7539 2.57267 1.05568 19.1812 18.1362 17.5936 10.9338
internal_count=4034 960 551 334 314 3074 1076 757 319 213 151 127 120 119 115 745 106 70 1998 639 630 1952 309 1643 71 53 1572 1530 1497 1180
is_linear=0
shrinkage=0.1


Tree=734
num_leaves=31
num_cat=0
split_feature=4 4 0 1 4 1 0 3 4 4 0 4 1 2 3 1 0 0 1 3 0 1 2 1 2 2 0 2 2 3
split_gain=0.00020413 0.000857565 0.000895338 0.000417904 0.000888003 0.00139088 0.00459018 0.000628989 0.000509638 0.00305412 0.000532494 0.00055549 0.00306763 0.000586419 0.00744251 0.0139255 0.00339654 0.00279559 0.0016978 0.00233283 0.000517222 0.000463494 0.00179989 0.00182724 0.00101042 0.00379257 0.00450652 0.00148814 0.00133946 0.0005366
threshold=40.563919884450009 40.720231579350006 87.278104746850019 61.993156030000002 42.686561923500008 61.923256118600001 86.054856297550018 0.087555000000000022 41.218101594450012 40.984321400500008 85.812895065800021 41.32819714970001 62.030794443850006 -0.13953999999999997 0.085035000000000013 62.116825104000007 87.350693116400024 94.354126546200021 75.408562100950022 0.09914000000000002 85.705356740550016 62.095317438950012 -0.083064999999999986 61.998532946250002 -0.088224999999999984 -0.077085000000000001 94.75470680765001 -0.096529999999999991 -0.032369999999999996 0.079470000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 9 -5 20 12 -12 14 -13 -16 -17 -18 -19 -20 -10 22 -15 -24 27 26 -26 -23 -27 -30
right_child=1 3 -4 8 7 6 -8 -9 10 -11 11 13 -14 21 15 16 17 18 19 -21 -22 24 23 -25 25 28 -28 -29 29 -31
leaf_value=0.00026754793549132024 -0.0058547064889098981 0.00086801485444995162 -0.00074314547922019148 -5.9615761096769719e-05 -0.0010336656735554907 4.3407853902683152e-06 -0.011261540721121606 0.0038576050088974566 -0.00016930400224393226 0.0077964175724093577 0.0031387187165747145 0.00015280526673415345 -0.0075505931364454595 0.00022528896310185817 0.10021303526701685 -0.056650323480900516 0.063256091188801836 -0.03409524890498216 -0.030822820280595055 0.06211812498208566 0.0042599532178062343 -0.00039799279928934452 -0.00024491191475240891 -0.0084992455114345812 0.01176602128821895 -0.0049478013748101186 -0.00081839001104574071 -0.0060663818169703109 -0.0013383142759184874 0.00091566849191069926
leaf_weight=17.103329445829452 0.51809533298183286 1.0363935210581536 1.0120554295704121 3.0505772414561059 0.51884760579922795 1.0631642172868394 0.5481115612128632 0.5329644850427826 0.51704052925992872 0.59067515304835616 0.51579872495495027 1.0085135783958532 0.55991042232536614 2.5645079090027143 0.021782892290502731 0.0082934066667803563 0.0087370297515008133 0.009923461618541296 0.0046750857863139816 0.0063946642682140009 0.53794357288916217 3.0351128946074404 0.50305493125413459 0.57440326160394761 0.62673036881006905 0.5487694981674841 0.52121321090417327 0.54655872320259868 1.4966084162391444 3.5892989957205499
leaf_count=1529 72 133 39 82 207 38 23 38 193 70 5 377 59 44 4 7 22 28 33 19 33 208 6 62 99 58 94 85 99 268
internal_value=-9.22157e-07 -0.000177011 -0.00247387 -3.38295e-05 -0.00101331 -0.00198981 -0.003828 0.00144479 0.000139991 0.00121477 -8.74707e-05 -0.000229657 -0.00242511 -7.29921e-05 0.00218536 0.0364602 -6.23688e-05 0.0157231 -0.0040593 0.0228664 0.0020892 -0.000245247 -0.00121567 -0.00464538 9.5757e-05 0.000813261 0.00605219 -0.00126298 -0.000254057 0.000252399
internal_weight=43.1795 26.0762 1.53015 24.546 3.69948 2.64767 1.61128 1.05181 20.8465 3.64125 17.2053 16.1503 1.07571 15.0746 1.06832 0.0598065 0.0380236 0.0297302 0.0209932 0.0110698 1.05498 14.0063 3.64197 1.07746 10.3643 6.78262 1.14794 3.58167 5.63468 5.08591
internal_count=4034 2505 111 2394 439 194 61 245 1955 152 1803 1577 64 1513 490 113 109 102 80 52 226 1023 112 68 911 618 193 293 425 367
is_linear=0
shrinkage=0.1


Tree=735
num_leaves=31
num_cat=0
split_feature=0 1 2 3 2 1 3 0 1 2 3 4 2 3 2 1 3 3 3 3 3 0 3 3 4 1 4 1 4 4
split_gain=0.000215154 0.000801114 0.000595382 0.00240506 0.00222485 0.00198441 0.000776956 0.0158385 0.0039051 0.00382681 0.00202668 0.00254361 0.00176911 0.00135363 0.00130435 0.00269665 0.000515953 0.000476948 0.000727346 0.000563328 0.000719304 0.00439367 0.00077469 0.000634165 0.000655348 0.0147575 0.0105732 0.00437326 0.00132281 0.00134788
threshold=87.170566421650008 62.116825104000007 -0.59502499999999992 0.097450000000000023 -0.63113999999999992 75.408562100950022 -0.09053499999999999 96.959242474650011 68.20618276945001 -0.54526999999999992 -0.13658499999999998 36.010074051050005 -0.037054999999999998 -0.26533499999999993 -0.58287999999999995 75.634392583900009 0.093580000000000024 0.41214500000000009 0.12084500000000002 0.091935000000000031 0.087555000000000022 86.135510041400025 0.089415000000000022 0.086520000000000027 42.67709657435001 62.036171360100006 43.047778594550003 62.181348099150007 43.525909308350002 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=17 -2 3 4 -3 -6 7 8 12 14 11 -10 -4 -13 15 -8 -7 18 19 20 23 22 -22 24 -1 -26 -27 -28 -29 -30
right_child=1 2 6 -5 5 16 9 -9 10 -11 -12 13 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 25 26 27 28 29 -31
leaf_value=-0.0006956487056391298 0.0038568031629623439 -0.10018169640836555 0.017106518854455278 0.04423587570808632 0.044981174960203055 -0.071294942354128046 0.018701287167245031 -0.096063188117404746 0.1000408179651176 0.00016394541412886849 0.071207982745580864 0.01003576456466039 -0.063385862914085211 -0.10003059719551582 -0.10006445996869884 -0.10009107255678062 -0.010180208003303319 0.0018669891621975292 -0.0024159096067640964 0.00043086770113729377 0.0034198015189256027 -0.0096954431702914439 -0.0010373567383804715 0.0031916561943556702 -0.0014240481641840967 0.094616591171511513 -0.10030345615513808 0.087247653859982954 -0.10004390347997467 0.054002010790045851
leaf_weight=6.6184507178208234 0.59032274881611257 0.0024957671930966119 0.0056207563922896497 0.013851571955186159 0.0058037700369796205 0.0025858834429711985 0.0045107058813442791 0.015443169185459009 0.001961683126864954 20.81338959732031 0.015261298161135528 0.0026718593031986862 0.0053101522307874086 0.0019204910710186604 0.0043227627503042718 0.0033155697701130749 0.0029656884885298496 1.0399558260542097 1.5434825719199796 8.7609398513924344 0.52476844048725757 0.5890253383977323 1.5178825801190376 0.52261415185489557 0.52927155410940452 0.027831861054272711 0.0044436903537246053 0.0025221794026535349 0.0010642214309593001 0.0012181752827018499
leaf_count=423 56 38 28 30 16 47 11 173 3 2045 19 19 13 42 50 61 7 28 36 284 38 43 72 42 232 75 26 11 63 3
internal_value=-3.30719e-07 0.000223895 0.00012129 0.0147717 -0.0146935 0.00409575 0.000101847 -0.0125811 0.0267891 0.000131195 0.0512337 0.00472299 -0.0219961 -0.0359933 -0.0559763 -0.0316246 -0.038647 -0.000222574 -0.00032784 -0.000159102 -0.000659019 -0.00208644 0.000107712 -0.000171629 -0.00041627 0.00284858 0.0638349 -0.0287998 0.037333 -0.0178255
internal_weight=43.1752 21.4918 20.9014 0.0277027 0.0138511 0.0113553 20.8737 0.0481894 0.0327462 20.8255 0.0218153 0.00655403 0.0109309 0.00459235 0.012149 0.00782628 0.00555157 21.6835 20.6435 19.1 10.3391 2.63168 2.04265 7.70742 7.1848 0.566352 0.0370801 0.00924827 0.00480458 0.0022824
internal_count=4034 2658 2602 138 108 70 2464 297 124 2167 83 64 41 61 122 72 54 1376 1348 1312 1028 153 110 875 833 410 178 103 77 66
is_linear=0
shrinkage=0.1


Tree=736
num_leaves=31
num_cat=0
split_feature=0 1 2 0 1 2 3 0 1 3 4 2 4 4 4 0 4 3 3 4 2 4 3 1 4 2 1 3 2 0
split_gain=0.000173489 0.000650867 0.000493367 0.00202151 0.00474325 0.00486731 0.000674747 0.0140358 0.00335769 0.00172111 0.00227226 0.00149753 0.00127129 0.00263127 0.000479755 0.000469203 0.000819779 0.000501309 0.000646793 0.000426114 0.00259872 0.0133224 0.0161466 0.00668786 0.00625152 0.00360355 0.00293577 0.00439275 0.00416525 0.00271906
threshold=87.170566421650008 62.116825104000007 -0.59502499999999992 97.878695155250014 78.285212300550015 -0.62218499999999988 -0.09053499999999999 96.959242474650011 68.20618276945001 -0.13658499999999998 36.010074051050005 -0.037054999999999998 37.784765830350004 41.147265497500008 38.903925214650009 86.83719761350001 40.206947806850003 0.41214500000000009 0.12084500000000002 42.434124620650003 -0.079634999999999997 43.272784938550004 0.09450500000000002 66.590419433100024 43.680097826700013 -0.16276499999999997 62.837331883000012 0.088145000000000015 -0.092479999999999993 97.521130223850008
decision_type=2 2 2 2 2 2 2 2 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 -6 7 8 11 10 -10 -4 -12 -14 -9 17 -17 18 -1 -8 21 22 26 -23 -25 29 -21 28 -28 -26
right_child=1 2 6 4 5 -7 19 14 9 -11 12 -13 13 -15 -16 16 -18 -19 -20 20 -22 23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-3.9518624238577438e-05 0.0034796531361189716 0.041018766664771798 0.015441413073124757 -0.071089545815552407 -0.10007668806099107 0.098108762966401045 0.0003604574004649803 -0.10196734188576861 0.10003692352041314 0.067507868716143685 -0.10007939113353069 -0.059407118489226501 0.10002423550296391 -0.10001885165687814 -0.048014406637193051 0.00066341283193361059 -0.0049083117047955295 0.0020505618044405183 -0.002170853858253097 -0.10074513242340498 -0.00037544004749932392 0.0977026184695238 0.056867040893019839 0.065777858355548363 -0.046818458108374192 -0.10008940142377028 0.023189396984606064 -0.10049598664897336 -0.060041466764062468 0.085801974968963468
leaf_weight=18.044574723232575 0.58895059123097127 0.013477180483619145 0.0056050609940285767 0.006970448842362754 0.0016635099544754263 0.0048584665473005448 16.173354067111433 0.012258731291689827 0.0017750698025338343 0.014527361605798816 0.0017521482004667632 0.0051100728382965158 0.0014557017129845917 0.0011992099873756601 0.0019041230903504578 0.50449045485583954 0.55411119514610618 1.0349425448789578 1.545817322933799 0.017023078282363505 4.5493306087907941 0.011355493130395189 0.013234637532528293 0.009040612045225771 0.0037135207919252317 0.0059034295496359912 0.010013849897600124 0.011935377478678344 0.015048464658072191 0.0026485760274176928
leaf_count=1265 56 29 28 19 41 49 1366 74 3 19 6 13 2 53 99 5 44 26 36 5 271 14 16 19 28 348 35 27 18 20
internal_value=-2.18186e-07 0.000201185 0.000108778 0.0136254 -0.0137371 0.0475591 9.13092e-05 -0.0120614 0.0251894 0.0487019 0.00450984 -0.020254 -0.0339664 0.0096658 -0.0947136 -0.000199765 -0.00225303 -9.43804e-05 -0.000207696 0.000117915 -0.000725816 -0.0166788 -0.0421253 0.0357194 0.00268435 -0.0438203 -0.0663776 -0.0505646 -0.0267859 0.00839216
internal_weight=43.168 21.4841 20.8952 0.0269696 0.0134924 0.00652198 20.8682 0.0455875 0.0314246 0.0207095 0.00618213 0.0107151 0.00440706 0.00265491 0.0141629 21.6839 1.0586 20.6253 19.5904 20.8226 4.64925 0.099917 0.0672554 0.0326616 0.0213061 0.0122655 0.0540208 0.0369977 0.0250623 0.0063621
internal_count=4034 2658 2602 138 109 90 2464 297 124 83 64 41 61 55 173 1376 49 1327 1301 2167 801 530 101 429 415 396 85 80 53 48
is_linear=0
shrinkage=0.1


Tree=737
num_leaves=31
num_cat=0
split_feature=0 2 0 1 2 3 2 1 3 2 3 3 3 2 0 4 2 0 1 1 2 2 1 2 2 4 2 1 1 2
split_gain=0.000164536 0.000200271 0.000545895 0.000759357 0.00129549 0.00378477 0.000754833 0.00712339 0.0143502 0.00835998 0.00277866 0.00737485 0.00153309 0.00049569 0.00209778 0.00321711 0.000772423 0.000422118 0.00185023 0.00216941 0.0150226 0.00936198 0.00657102 0.00519343 0.00353854 0.00352902 0.00126828 0.000676647 0.00105889 0.00127486
threshold=102.89804648475001 -0.06828999999999999 85.963448721100022 62.079186690200011 -0.0068649999999999996 0.089305000000000023 0.051245000000000013 61.998532946250002 0.10249000000000003 -0.054619999999999995 0.10220000000000003 0.097015000000000032 0.084360000000000018 -0.075639999999999999 85.925810307250018 39.337369931850013 -0.076484999999999984 87.818484831100008 67.074341896550024 70.776348742200014 -0.10051499999999999 -0.11103999999999999 69.873026810350026 -0.12546499999999997 -0.59502499999999992 42.536568606950006 -0.091639999999999985 71.015621515800021 75.166600869200025 -0.11572
decision_type=2 2 2 2 2 2 2 2 2 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 6 4 5 -4 7 8 9 -3 11 12 -11 16 -15 -16 17 -1 26 20 21 22 23 24 -20 -26 -19 -21 29 -29
right_child=-2 2 3 -5 -6 -7 -8 -9 -10 10 -12 -13 -14 14 15 -17 -18 18 19 27 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.00034643101468373829 -0.0017914951820142745 -0.10024364806424775 -0.0015148812555611383 0.00014642635233382163 9.1128343695650606e-05 0.010071538725334407 0.00011728527860993949 -0.00096645437916486341 -0.10041702567569188 0.087255444269267776 0.1001666816830146 -0.10034753301516437 0.019218156802804254 0.00040759383023964199 0.00075104760273292045 -0.0099861560340229662 0.0037968004325577634 0.00092428619064028055 0.030406989963437443 0.0033268784877265437 -0.090457230080692605 0.077834041055761305 -0.076561501529133685 0.058148700274939992 -0.10015499509283646 0.0071258246188598846 0.0076045409426762113 0.00047108498300944991 0.00076077457070485889 -0.0064633248117518588
leaf_weight=14.973541505909598 0.50691505794341551 0.0057773503503993897 0.53835845744106359 14.443190341234294 1.5341956305519513 0.59189669204351958 1.0569879327075546 0.53347832879177881 0.022209820053003426 0.0064295575963508877 0.0050236601382493964 0.0041638329412876365 0.0068300547299600112 2.3799701009307905 0.53555448564367203 0.5826330876807333 0.52681494275748164 0.56943331651461904 0.0078119493609847259 0.52740931512732947 0.020525123298993697 0.01474812065862352 0.012220527901519063 0.013130809820722789 0.0073264315161623017 0.0052732315071821745 0.56738755432161248 0.51260221568822839 2.0959928019791008 0.54914153963527945
leaf_count=957 960 7 41 651 36 29 106 62 24 95 1 4 20 21 35 39 12 89 10 15 69 10 34 13 14 37 33 145 317 148
internal_value=-4.90332e-07 2.07966e-05 0.000265465 0.000432581 0.00198374 0.00455274 -0.00147684 -0.0043625 -0.0402849 0.0070331 0.0346436 0.0157515 0.0522093 -0.000171123 -0.00127095 -0.00484359 1.74417e-05 -8.27277e-05 0.00072261 -0.000344668 -0.0165295 0.00854651 -0.0137829 0.00908923 -0.0224708 -0.0552557 0.0042584 1.12353e-05 -0.000542548 -0.00311544
internal_weight=43.157 42.6501 18.7485 17.1076 2.66445 1.13026 1.6409 0.583913 0.0504343 0.0282245 0.0224471 0.0174234 0.0132596 23.9015 3.49816 1.11819 20.4034 19.8765 4.903 3.76618 0.0810362 0.0605111 0.045763 0.0335424 0.0204116 0.0125997 1.13682 3.68515 3.15774 1.06174
internal_count=4034 3074 1076 757 106 70 319 213 151 127 120 119 115 1998 95 74 1903 1891 934 812 187 118 108 74 61 51 122 625 610 293
is_linear=0
shrinkage=0.1


Tree=738
num_leaves=31
num_cat=0
split_feature=0 2 0 3 3 1 2 0 0 0 4 3 2 0 4 3 3 3 4 4 2 4 1 3 3 4 3 0 0 0
split_gain=0.000154351 0.00123063 0.0083985 0.00234988 0.00131997 0.00283644 0.00131854 0.000981387 0.00221872 0.00102537 0.000927965 0.00072965 0.00148176 0.000611943 0.000253375 0.00168686 0.00145522 0.00601814 0.00234419 0.00299777 0.00086809 0.000664961 0.000568682 0.000508903 0.000530949 0.00129137 0.00110056 0.000571988 0.0010778 0.00110969
threshold=85.667718326750006 -0.083064999999999986 83.941728207000011 0.10184000000000003 0.090735000000000024 61.778079379550007 -0.10423499999999999 76.451683855550016 71.332859575200004 71.131225215400022 48.96897326980001 -0.11012 -0.11963999999999998 85.764502819450016 40.563919884450009 -0.52484999999999993 -0.24800999999999998 -0.24532499999999999 40.241071441700008 38.969453495950006 0.045780000000000008 40.720231579350006 61.93938686740001 0.13377000000000003 0.10661000000000002 41.436838994450007 0.10469000000000002 85.812895065800021 85.995710218650018 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=1 2 3 6 5 -4 7 8 9 -1 11 -9 -13 -2 15 -15 18 -18 19 20 -17 -16 -19 24 26 -26 27 -23 -29 -30
right_child=13 -3 4 -5 -6 -7 -8 10 -10 -11 -12 12 -14 14 21 16 17 22 -20 -21 -22 23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.064342914616199079 0.0032602761331438322 -0.00050195254297114012 0.044970525480912286 0.062486736461349446 -0.098153714212653342 -0.10006373951039112 -0.10005574347480395 0.096273011822452015 -0.10003757481788918 0.029995035283297611 -0.039542567842640125 -0.048355561865292468 0.10001543598168927 -0.078350979288093869 -0.0022218020203575613 0.086342379015404813 -0.10093986541433971 0.0025761141848762758 0.092638575734301565 -0.10006620060615637 -0.00090318129210783409 0.0032356759018411455 0.00017373479578864471 -0.0018337988447556461 0.0040925275479648344 -0.0002045733017365388 -0.0047636075881608338 -0.0045913966175891632 0.0043765225077713604 -0.00012947137981495608
leaf_weight=0.0014303220982223343 0.58204344205338898 1.9473691415409164 0.0023858402174425928 0.0079283201170170514 0.0098943272329350407 0.0031011789616997021 0.0013010807070088495 0.002301792052594287 0.0023461704203353549 0.0059240845605719183 0.0013139729271642864 0.0014671879510407548 0.0012436453253030768 0.0027257110130002307 1.5316192766664638 0.0023708746261393854 0.0058696170547872786 1.0569282440865198 0.0044556762524052829 0.0020961581690857045 0.0021975214074991811 0.52375882833389198 14.547547525716897 1.5308154476451807 1.0618182513153445 2.0487562357780815 0.50283045897681589 0.52259811520889599 0.56507308991786231 16.663397095397833
leaf_count=104 70 302 19 20 33 45 9 26 160 27 3 90 4 19 49 36 20 26 12 25 27 22 1082 35 19 63 18 38 40 1591
internal_value=-7.66563e-07 -0.000861367 -0.0180845 0.0173923 -0.0763384 -0.0370006 -0.00324003 0.00461943 -0.0153644 0.0116477 0.0352606 0.0548689 0.0197124 4.08031e-05 -5.37997e-06 0.000310408 0.000324133 0.000298373 0.0364862 -0.00105519 0.0443749 -0.000203128 0.000336454 -7.11051e-05 5.21738e-05 0.00126227 -0.000148283 -2.12926e-05 -0.000117392 1.83198e-05
internal_weight=43.1449 1.98801 0.0406379 0.0252566 0.0153813 0.00548702 0.0173283 0.0160272 0.00970058 0.00735441 0.0063266 0.00501263 0.00271083 41.1569 40.5749 15.6242 15.6215 15.6103 0.0111202 0.00666455 0.0045684 24.9507 15.6045 23.419 21.8882 3.11057 18.7777 18.2748 17.7511 17.2285
internal_count=4034 842 540 443 97 64 423 414 291 131 123 120 94 3192 3122 1247 1228 1128 100 88 63 1875 1108 1826 1791 82 1709 1691 1669 1631
is_linear=0
shrinkage=0.1


Tree=739
num_leaves=31
num_cat=0
split_feature=2 2 1 2 0 2 2 2 2 2 2 1 1 3 4 3 3 2 3 3 2 4 1 1 0 1 3 4 0 0
split_gain=0.000194766 0.000549759 0.0023587 0.000430475 0.000399901 0.00533336 0.00309402 0.00401489 0.00264454 0.00265455 0.00697425 0.000512124 0.000502494 0.000364207 0.00215502 0.000603142 0.000554637 0.00059614 0.00773368 0.00817087 0.00720695 0.00541784 0.00336628 0.00921309 0.000919834 0.00119812 0.000440515 0.00033859 0.00243081 0.00486369
threshold=-0.06828999999999999 -0.053159999999999992 70.641925835650014 -0.072524999999999992 85.877418060900013 0.18145000000000003 -0.044409999999999998 -0.041369999999999997 0.10957500000000002 -0.010319999999999999 -0.018034999999999999 61.93938686740001 61.982402197500001 0.10661000000000002 41.092444989200011 0.10249000000000003 0.097970000000000015 0.086310000000000026 0.091645000000000018 0.079805000000000029 0.12427500000000002 40.098777110850008 76.830756451950009 77.086159974350025 92.501778894350011 69.999384342500022 0.089850000000000027 42.283941020600004 86.103248543850015 85.812895065800021
decision_type=2 2 2 2 2 2 2 2 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 27 5 6 -3 -8 9 10 -9 -6 -13 15 -15 16 17 -14 19 20 -19 24 -21 -24 -22 -26 -25 -1 29 -29
right_child=1 4 -4 -5 11 -7 7 8 -10 -11 -12 12 13 14 -16 -17 -18 18 -20 22 21 -23 23 26 25 -27 -28 28 -30 -31
leaf_value=-0.00030671127658398302 0.0068352559024579184 -0.10045836263134776 -0.00099105388946297483 -0.0029179621959602581 0.0032075339868353949 0.00016263339976963856 0.06463801454159146 -0.072626320664193542 0.025697512709490878 -0.10015424071590628 0.057730101015340811 -0.0030206973095652633 8.9490954754999994e-05 0.0065616621037390471 -0.00014048126612744227 -0.0033128630713614607 0.0032209981342286465 -0.10030672028134285 0.00043393915467518536 -0.10017629347382012 0.10005177969169417 -0.051920325237458147 0.098279500458728866 -0.10012385042871617 0.10002132975723549 -0.02576911080985958 -0.057567578628748145 -0.0030092455609518421 0.00093939967801298847 -0.073013629778497999
leaf_weight=19.020076857280642 0.62218572895836288 0.0064302185852511675 1.0105285865696982 0.56539672044354361 0.53483483404397958 0.54997456286422108 0.0043750679040606135 0.012650712634224792 0.0054801525105823137 0.0076784805855369979 0.0060752005586621706 0.51191183892115333 11.198895688091017 0.59211774715701171 2.5283280468415703 0.55004084215550975 0.53492243085970947 0.004489313412345374 0.52080319499399463 0.017852119630020535 0.0077382054514600895 0.0042196060520226517 0.0037999352017266128 0.0063741168392841274 0.0014664649643236771 0.001565520242031937 0.0039333884756516113 0.039274077934427498 4.2534414884373293 0.013280737795867026
leaf_count=1387 86 7 67 54 20 40 4 34 27 134 31 16 444 67 56 27 44 34 45 66 11 37 12 71 3 59 6 304 811 30
internal_value=-7.99132e-07 0.000235922 0.00199135 -0.000191518 7.32218e-05 -0.0024803 -0.0365294 -0.0251923 -0.0375185 -0.0506387 -0.0303351 0.000162123 6.33388e-05 0.000162156 0.00113128 -7.30707e-05 7.17375e-05 -7.13761e-05 -0.00321958 -0.0402105 0.0108406 0.0441283 -0.0713258 -0.0348172 0.0817587 0.0350713 -0.0838842 -0.000125433 0.000675296 -0.0206995
internal_weight=43.1401 19.2487 1.63271 23.8915 17.616 0.592664 0.0426898 0.0362596 0.0318845 0.0264044 0.0187259 17.0233 16.4885 15.9765 3.12045 12.8561 12.3061 11.7711 0.572242 0.0514387 0.0194791 0.0149898 0.0319596 0.0141074 0.0107702 0.00303199 0.0103075 23.3261 4.306 0.0525548
internal_count=4034 1448 153 2586 1295 277 237 230 226 199 65 1018 998 982 123 859 832 788 344 299 144 110 155 89 73 62 77 2532 1145 334
is_linear=0
shrinkage=0.1


Tree=740
num_leaves=31
num_cat=0
split_feature=4 3 3 2 0 2 4 0 2 4 4 3 3 2 3 2 4 1 4 2 0 4 2 1 1 2 4 1 3 4
split_gain=0.000170894 0.000563437 0.00405486 0.00775552 0.00365272 0.00303308 0.00141156 0.00438889 0.000230481 0.000490383 0.000685605 0.00149207 0.000989202 0.00193995 0.000789485 0.000492827 0.000391716 0.000878128 0.000845491 0.000353256 0.00159937 0.00257561 0.000863985 0.000569525 0.00301508 0.0200622 0.00344653 0.00619078 0.00651679 0.00922779
threshold=34.883496062400006 0.11379500000000002 0.088555000000000023 -0.055334999999999995 94.496614827150012 -0.10623499999999998 34.41230404325001 92.501778894350011 -0.06828999999999999 42.536568606950006 41.965809985500009 0.079470000000000027 0.10546000000000001 -0.011675 0.11379500000000002 -0.02903 41.147265497500008 62.837331883000012 40.890797847750008 -0.075639999999999999 85.925810307250018 39.337369931850013 -0.078649999999999984 62.391047833300007 70.897329358050015 -0.08786999999999999 40.984321400500008 64.665483411650015 0.09551500000000003 38.748048509250005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 7 -4 19 10 12 -12 16 -14 -15 -11 18 -18 -10 22 -21 -22 23 -2 25 26 27 -25 29 -29
right_child=8 -3 3 -5 -6 -7 -8 -9 9 15 11 -13 13 14 -16 -17 17 -19 -20 20 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.058754116566259298 -0.00042208771047011582 -0.00091960719461718567 0.048161084539525105 -0.10029246967030313 -0.10005748290492587 0.0938729478317223 0.049619991977659657 -0.10018146465715005 6.0885131159296617e-05 -0.0035538577132339776 -0.0010077326705223882 0.0064741642910735274 0.0071854561713837585 -0.0027301426571353805 0.0027472309313773032 -0.00026473953011508177 0.0045350269100136124 -0.0011304565554556346 -0.0040496470944365376 0.00035357104642252029 0.00078693993957378082 -0.0088162797384458147 0.0037914055626562131 0.077074443935457565 -0.0002871355888116901 0.059464420855265321 -0.0014938527328605602 -0.018268257707852783 -0.026749827799395262 0.073620196082445397
leaf_weight=0.0016032706260960469 15.424739056658835 0.50009808245950182 0.0047357460967081266 0.010648508898820852 0.0015862175999444084 0.006929680482706535 0.0059758879251603511 0.003445532704875548 10.302166804786605 0.52265859828050931 0.49892460607037736 0.57226256038422463 0.601176228041851 0.51554172085491468 0.53750677740737274 3.5479287323519566 0.57602400395497066 0.52104940898791519 0.5259406046949352 2.3790013870864199 0.53457743148918246 0.58481619230736293 0.57630159306343287 0.01548816261986552 3.661902795891022 0.06571940511451968 0.55486362088123453 0.01975597189049827 0.031878434091595409 0.024460035015806625
leaf_count=84 670 26 20 47 106 17 8 31 490 98 33 86 45 32 31 315 76 70 43 21 36 45 124 31 1093 53 218 32 31 22
internal_value=-1.09272e-06 -0.00177719 -0.0140571 -0.0358201 0.0392916 0.0651956 0.0126737 -0.0143131 2.12165e-05 0.000283899 0.000553674 0.00298934 0.000361541 0.00265313 6.56692e-05 -0.000687058 4.36585e-05 0.00184423 -0.000138771 -0.000184774 -0.0011131 -0.00423017 -2.53808e-05 -0.000136479 0.000870691 0.00682415 0.0014726 0.0194452 0.00771545 0.0325639
internal_weight=43.1297 0.535023 0.0349248 0.0248057 0.0101192 0.00853295 0.0141572 0.00818128 42.5947 18.7212 14.6506 1.07119 13.5794 1.65422 1.05305 4.07059 11.9252 1.09707 10.8281 23.8735 3.4984 1.11939 20.3751 19.7988 4.37407 0.712166 0.646446 0.0915826 0.0760944 0.044216
internal_count=4034 339 313 106 207 101 59 51 3695 1319 906 119 787 108 63 413 679 146 533 2376 102 81 2274 2150 1480 387 334 116 85 54
is_linear=0
shrinkage=0.1


Tree=741
num_leaves=31
num_cat=0
split_feature=4 3 2 3 4 0 3 2 3 2 0 0 2 3 4 1 0 1 2 4 3 3 2 2 1 4 3 2 1 4
split_gain=0.000140428 0.000506963 0.00363379 0.00748159 0.00369032 0.00151701 0.000865289 0.00155258 0.000709665 0.000186256 0.000503525 0.00174476 0.00147078 0.000423465 0.00092011 0.000420274 0.00123321 0.000631678 0.000731458 0.00139171 0.00211486 0.000439743 0.000345069 0.00030719 0.00028748 0.000696252 0.0114734 0.004377 0.00330268 0.00190723
threshold=34.883496062400006 0.11379500000000002 -0.055334999999999995 0.076835000000000028 32.051492741500006 93.55565448145002 0.094375000000000028 -0.094519999999999993 0.09062000000000002 -0.06828999999999999 86.329079026800017 86.479632682150012 -0.018034999999999999 0.10301500000000002 41.035283712600005 71.015621515800021 93.399723909900004 64.02831883475001 0.0023400000000000005 42.388109226950007 0.43162500000000009 0.098075000000000023 -0.072524999999999992 0.22598000000000004 75.408562100950022 40.664404858950007 0.093735000000000027 -0.13734499999999997 83.116371560950014 40.00488309970001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 8 -4 7 -6 -1 22 12 -12 -11 14 -14 16 17 18 19 20 -13 23 24 -17 -2 26 27 29 -28 -26
right_child=9 -3 3 -5 6 -7 -8 -9 -10 10 11 15 13 -15 -16 21 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-0.0054246337300071432 -0.0002017501372136259 -0.0008271044521053853 0.10004550644776902 -0.10025936167173299 -0.064152741647403644 -0.018673412076849649 0.056096496046324044 0.052940754035885107 -0.10020238843299566 -0.0052526229149705735 0.0059936629912545718 0.0087828590194279476 0.0045341342355188783 -0.0017881762966658081 -0.0013992185234804116 0.00016062523916084969 0.0053506279657670663 -0.0026574899933687959 -0.0009627592408463176 0.00018461123176552328 -0.00011246297258978027 -0.0028662633327420899 -0.0026059143407370922 -0.0023607364669455751 0.028633546164567605 0.00087434391519195616 -0.100146948296747 0.075269463271031817 0.022957655793932961 -0.10022728014236887
leaf_weight=0.0011256845641098847 21.70850384199472 0.50040664123487488 0.0028174592007361729 0.0098442803958214697 0.001955821847237472 0.0017417228295304454 0.0097348189681231712 0.002689538043796319 0.002649455559261743 0.62882328760021544 0.54811497637911344 0.57289966687221683 0.53556396462144218 0.55034457291152716 0.51047874348755296 9.1058815664085859 0.57050537339705432 0.58007989608304189 1.5097765141545094 2.0381734923867043 0.50101248500868678 0.55574422555690972 0.56572797359843363 0.51028946557207433 0.0023907405193217676 1.5652497988243461 0.0083389851905231183 0.0192864838295385 0.002950351364682414 0.0022106260689138679
leaf_count=103 1519 26 6 60 48 46 26 8 16 110 20 64 55 26 175 429 100 108 26 19 5 96 51 86 104 549 53 44 43 13
internal_value=-6.4847e-07 -0.00161381 -0.0137049 -0.0512121 0.0160513 0.0546919 0.0391514 0.00364123 -0.0719412 1.95373e-05 0.000255711 0.000446225 -0.00115631 0.000457241 0.0016386 0.000255522 0.000937051 0.000453006 0.000843398 0.00171963 0.00463292 -0.000131237 -0.000165623 2.68273e-05 -0.000106395 0.00118703 0.0151002 0.0543613 -0.0679748 -0.0332748
internal_weight=43.1253 0.532965 0.0325588 0.0144035 0.0181553 0.00455918 0.0143802 0.00464536 0.00377514 42.5923 18.7177 16.4925 2.22521 1.59639 1.04604 15.9444 5.77245 5.20194 4.62186 3.11209 1.07391 10.1719 23.8747 9.61617 23.3089 1.60043 0.0351772 0.0238879 0.0112893 0.00460137
internal_count=4034 339 313 112 201 52 82 56 119 3695 1319 953 366 256 230 933 322 222 114 88 69 611 2376 515 2325 806 257 161 96 117
is_linear=0
shrinkage=0.1


Tree=742
num_leaves=31
num_cat=0
split_feature=4 2 2 1 0 2 3 0 3 3 2 4 3 3 0 0 2 3 3 4 2 4 1 0 0 2 0 2 0 4
split_gain=0.00011524 0.000151086 0.000498942 0.00210837 0.000435974 0.00157457 0.000681255 0.000640311 0.000293569 0.00209432 0.0301231 0.0109115 0.0131844 0.00085663 0.000355615 0.000712237 0.000384366 0.000774014 0.000566733 0.000545235 0.000487942 0.000459706 0.000718039 0.0067684 0.000518139 0.00168462 0.00113897 0.0015069 0.00178379 0.000382889
threshold=34.883496062400006 -0.06828999999999999 -0.053159999999999992 70.641925835650014 86.329079026800017 0.022350000000000005 0.10301500000000002 86.479632682150012 0.082535000000000011 0.076615000000000016 -0.08786999999999999 42.402981339000007 0.079470000000000027 0.085035000000000013 85.57631075030001 85.764502819450016 -0.117885 0.088555000000000023 0.098075000000000023 40.241071441700008 -0.11103999999999999 39.685256516350002 70.206395618550019 89.582113364650013 86.256490657300006 -0.078504999999999991 86.692020874450009 -0.088224999999999984 101.18549865570002 42.283941020600004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 -3 5 -4 -7 -6 9 -2 -11 -12 -13 -10 -15 -16 17 -17 -19 -20 -18 22 23 -22 -23 26 -26 29 -29 -28
right_child=1 2 4 -5 7 6 -8 -9 13 10 11 12 -14 14 15 16 20 18 19 -21 21 24 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.001464203563148141 0.00021674612221915144 0.0064900222489938479 -0.0056369131866102042 -0.00091493776607784829 0.003633172471583557 0.0033555672890478168 -0.0016745868627033593 0.00011449598766217662 0.0038828478071839287 -0.00083253015360242239 -0.10102555398072609 0.10000437405495768 -0.100612260969003 -0.0020387270111238919 0.0035235450983848874 0.0043540258991085941 -0.0024210289228325139 -0.0010274765259355948 -0.00038380268924545068 0.0041329929193820092 0.041392839389324115 0.0004013094802416787 0.0012328807485368109 -0.018724022413489125 -0.0027387351245224734 -0.0062000401841260412 -0.00019580232376139434 0.0071618325720309963 -0.0008385380453558623 -0.0031433535544360125
leaf_weight=0.53134345579049025 4.0802393804708963 0.62047069161906776 0.5863993318830597 1.0110491237209762 0.5357870864263522 0.53051525739446848 0.5467062701041101 14.882769546749422 0.56119731971620623 1.0182636445625566 0.042493267335721008 0.0067960592584633828 0.0063243654556734974 0.88534065927555516 0.56019675512652867 0.53590167652098442 1.0341624755692613 1.5653306786307091 0.51540876610496 0.55507302323348284 0.037903222968419303 5.60694095130384 0.53219966374932104 0.037019523326307535 1.541348804486933 0.55143734937301481 2.5421378266417811 0.62048747721423347 0.50593130893830107 0.5331321839875488
leaf_count=339 572 81 126 65 15 179 22 831 155 428 25 53 12 120 36 83 32 154 50 81 22 86 106 26 17 50 49 89 57 73
internal_value=-6.03947e-07 1.7656e-05 0.0002304 0.00190119 7.08232e-05 -0.00146717 0.000802688 0.000236768 -0.000149095 -0.000817393 -0.00474664 -0.0764125 0.00330225 3.48939e-05 -8.40195e-05 1.61612e-05 -0.000101392 0.000889515 0.000185126 0.00195827 -0.000333463 -0.00016087 0.00252322 0.0116889 -0.000297793 -0.000920533 -0.000413604 0.000439348 0.00356846 -0.000706793
internal_weight=43.1203 42.589 18.7137 1.63152 17.0822 1.66362 1.07722 15.4186 23.8753 5.15412 1.07388 0.0556137 0.0131204 18.7211 18.16 17.2746 16.7144 3.17171 2.63581 1.07048 13.5427 12.5085 0.607122 0.0749227 11.9014 6.29447 5.74304 4.20169 1.12642 3.07527
internal_count=4034 3695 1319 146 1173 327 201 846 2376 1090 518 90 65 1286 1131 1011 975 368 285 131 607 575 154 48 421 335 285 268 146 122
is_linear=0
shrinkage=0.1


Tree=743
num_leaves=31
num_cat=0
split_feature=4 4 0 3 4 3 3 1 3 3 3 0 1 3 3 4 3 2 4 0 0 0 0 2 1 1 0 4 4 3
split_gain=0.00011924 0.000558302 0.000625973 0.000543837 0.000576156 0.000540244 0.00220657 0.00144696 0.000517779 0.000374499 0.00102911 0.00115743 0.000392193 0.000463932 0.000282404 0.00185493 0.00102654 0.000508197 0.000770611 0.000469327 0.00111126 0.000913199 0.000900589 0.000988296 0.000342626 0.0012015 0.00255683 0.000787062 0.00190211 0.00258768
threshold=40.563919884450009 40.720231579350006 87.278104746850019 0.41991500000000009 40.280372415600006 0.11531000000000002 0.10721500000000002 62.00390986255001 0.13377000000000003 0.10249000000000003 0.096315000000000026 97.39208423365001 61.93400995115001 0.094725000000000018 0.10661000000000002 41.32819714970001 0.10507500000000002 -0.083954999999999988 43.157831852650006 85.812895065800021 85.995710218650018 86.135510041400025 85.705356740550016 -0.083064999999999986 62.095317438950012 62.052302108850007 87.48511602295001 41.50623664750001 43.018222997350009 0.086230000000000015
decision_type=2 2 2 2 2 2 2 2 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 9 -7 14 10 12 -12 -1 -14 16 -16 19 -17 -19 22 -21 -22 23 -3 25 27 -27 -23 29 -29
right_child=1 8 -4 4 -6 7 -8 -9 -10 -11 11 -13 13 -15 15 17 -18 18 -20 20 21 24 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0027687027163539393 -0.0048099479385562156 -0.0030598305406515213 -0.0005395552846219838 3.4404270369900769e-05 0.00474668388999714 0.00052937281453742152 0.006337998104475751 -0.0058722740150287849 -0.0017981820589012269 -0.0015135920331353842 0.0061531852621542291 -0.00035004767184278955 0.00017180039476579389 -0.0028997416233014694 0.0062136373888209409 0.0010094385469500663 -0.0044972567529985427 -0.0045050745667590411 0.00094382260481927342 -0.0046221280087978996 0.0040266730486402096 0.001825651086246838 0.0050307323376788948 0.0030301408990381839 0.00023724679234775559 -0.0083297656937039236 0.0014362783862319711 0.00088259375278500164 0.0012266308699382823 -0.009005871900944375
leaf_weight=0.5268990534240946 0.51940197116290976 0.52615842583279371 1.0121723635598052 0.51192812153000022 0.52612326131202281 1.008246395123934 0.57200587004369907 0.54336161012938244 1.5346040267835146 1.4617046894897914 0.58303056686707977 0.51578663761284227 10.303083062143887 0.51639304831928967 0.55703525497926687 1.5239900121262626 0.50358649866507121 0.53439078166890019 0.50465283893406476 0.52103402756438555 0.56294951857853703 1.5386732274928352 0.54203089974504326 0.53991967002672203 11.455820609043174 0.56770328131824477 0.50793792959302664 0.50649740803055487 1.5297330664907347 0.55419953948876355
leaf_count=170 72 284 39 37 9 22 87 59 42 71 78 64 897 35 21 35 16 47 12 40 40 36 40 226 1438 42 3 6 29 37
internal_value=-8.61448e-07 -0.000135501 -0.00198777 0.000204567 0.00242276 6.09278e-05 0.000250967 -0.00171244 -1.97616e-05 6.01219e-07 0.000178445 0.00310056 -0.000104541 2.52015e-05 9.90203e-05 0.000983447 -3.99521e-05 -0.000153253 -0.0018586 7.60339e-05 -7.22155e-05 6.54254e-05 0.00171188 2.44607e-05 -6.84226e-05 -0.000741211 -0.00371806 3.4264e-05 -0.00102979 -0.00428399
internal_weight=43.1111 26.0425 1.53157 17.0686 1.03805 16.0305 14.4789 1.55161 24.5109 13.9069 12.4452 1.09882 11.3464 10.8195 22.9763 3.12007 19.8562 2.56303 1.03904 19.3527 17.7445 17.2235 1.60811 1.06608 16.6606 5.20474 1.07564 4.1291 2.59043 1.0607
internal_count=4034 2505 111 1529 46 1483 1402 81 2394 1315 1244 142 1102 932 2352 115 2237 94 59 2221 1671 1631 550 510 1591 153 45 108 72 43
is_linear=0
shrinkage=0.1


Tree=744
num_leaves=31
num_cat=0
split_feature=2 3 3 3 3 2 0 1 2 3 0 1 2 2 0 3 2 0 2 0 3 3 3 3 1 3 4 0 2 4
split_gain=0.000181189 0.000393396 0.00178725 0.000761292 0.00114537 0.00223288 0.00033087 0.0007605 0.000471411 0.000835361 0.000451729 0.000369045 0.000278743 0.000266051 0.00119298 0.00240484 0.000611604 0.000462882 0.00231547 0.0289315 0.000936627 0.0117197 0.00584811 0.00349096 0.00416851 0.00261015 0.00135535 0.00065979 0.00171077 0.000635697
threshold=-0.06828999999999999 0.09914000000000002 0.10249000000000003 0.10335500000000002 0.11531000000000002 0.0041150000000000015 87.278104746850019 65.611820673600008 -0.026144999999999998 0.081155000000000019 94.940210418650011 72.01572794030001 0.22598000000000004 -0.075639999999999999 85.925810307250018 0.41991500000000009 -0.078649999999999984 87.818484831100008 -0.088224999999999984 94.940210418650011 0.08481000000000001 0.083365000000000022 0.081765000000000018 -0.11223 67.300172379550006 0.076615000000000016 43.426640904350009 86.89903215050002 -0.093879999999999991 42.824128352900011
decision_type=2 2 2 2 2 2 2 2 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 6 -3 -4 5 -5 8 -8 9 -2 -9 -12 -13 16 -15 -16 17 27 20 -20 21 22 23 -19 -25 -26 -27 29 -29 -1
right_child=1 2 3 4 -6 -7 7 10 -10 -11 11 12 -14 14 15 -17 -18 18 19 -21 -22 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=-0.00051712513448527882 0.00015865638584639712 0.0063500691530104991 -0.0031552139486315995 0.0074736218989643402 -0.00012701555408704295 -0.0013143722231219335 0.0037970301090773945 -0.0027652170533650263 2.055176041061612e-05 -0.0054657246612059363 0.0026997842386536439 0.0001261991717702651 -0.0022765336280947727 0.00027652704132069512 -0.0078914523757639393 0.0014269853219488135 0.003171516134159703 -0.10006287271512554 0.069199545793122694 -0.0010779740722445289 3.7811835632274979e-05 0.062174504925734543 -0.097013784644113074 0.066233116185695912 0.042823225289008941 -0.10008368557990793 0.011411097028369878 0.0012976860427263907 -0.0067334904278918599 0.0013761947542964195
leaf_weight=11.776939013204524 0.51773425335143641 0.54776620000401965 0.55474423685518548 0.6364554612218668 3.5790977558976205 0.52980018824866459 0.54998172076966589 0.56632068423141113 1.5738102986331974 0.53898727259787194 0.5324527145510406 8.5952683550052722 0.51156449639192025 2.3770383032857572 0.61338379089717798 0.50492846977175532 0.57402190688381338 0.0036290062310890122 0.06561571854400583 0.54618136300096232 4.2198841447408482 0.014113675230664258 0.013592273445569035 0.0070165180150147935 0.0028049267158701827 0.0046340258973226753 0.001425731417570816 0.51748510641972589 0.54413123839913169 2.0877570916408663
leaf_count=479 28 55 8 69 103 64 72 192 261 29 35 407 125 21 80 6 127 143 39 156 566 32 88 25 103 109 220 37 37 318
internal_value=-5.77797e-07 0.000227833 0.000912075 0.000350057 0.000759832 0.00348146 -7.10843e-05 0.000174786 -0.00107639 -0.00271009 -2.04172e-05 0.000140843 -8.77122e-06 -0.000184592 -0.000990644 -0.00368409 -4.63416e-05 -0.000139606 0.000705986 0.00645935 -0.000118904 -0.0141251 -0.0466565 -0.0115738 0.00864674 -0.0369337 -0.0738513 -0.000416001 -0.00281869 -0.000232028
internal_weight=43.1086 19.234 5.84786 5.3001 4.74535 1.16626 13.3861 10.7556 2.63053 1.05672 10.2056 9.63929 9.10683 23.8746 3.49535 1.11831 20.3792 19.8052 4.8789 0.611797 4.2671 0.0472162 0.0331025 0.0195102 0.0158812 0.00886468 0.00605976 14.9263 1.06162 13.8647
internal_count=4034 1448 299 244 236 133 1149 831 318 57 759 567 532 2586 107 86 2479 2352 1481 195 1286 720 688 600 457 432 329 871 74 797
is_linear=0
shrinkage=0.1


Tree=745
num_leaves=31
num_cat=0
split_feature=2 2 0 0 1 3 2 0 0 2 3 2 4 2 2 3 4 0 2 1 1 2 2 2 0 3 0 3 2 1
split_gain=0.000174698 0.00138864 0.0108568 0.00817386 0.000434766 0.000416403 0.000336188 0.00117439 0.00137472 0.000517717 0.00121016 0.000518924 0.0046301 0.00177516 0.00107642 0.00106678 0.000888246 0.0106801 0.00926982 0.00532984 0.00377163 0.00292094 0.00188849 0.0016036 0.00152295 0.00148384 0.00441417 0.00166541 0.00186917 0.00112898
threshold=-0.071864999999999998 -0.058374999999999996 89.813320763900023 86.382848189450016 61.923256118600001 -0.09053499999999999 -0.075639999999999999 85.861287312150012 85.925810307250018 -0.079634999999999997 0.097970000000000015 -0.086139999999999994 41.535369675400013 -0.08786999999999999 -0.08262499999999999 0.085335000000000022 42.402981339000007 86.83719761350001 -0.096529999999999991 62.272755675600003 65.907551067950024 -0.62218499999999988 -0.097294999999999993 -0.11347 90.407470010750018 0.087475000000000011 97.39208423365001 0.085035000000000013 -0.12546499999999997 71.504920895500007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -3 -6 9 -8 -9 11 -11 13 -13 16 -14 -16 -1 -18 19 -19 -21 -22 23 25 -20 27 -27 28 29 -23
right_child=1 4 -4 -5 5 -7 7 8 -10 10 -12 12 14 -15 15 -17 17 18 24 20 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=3.7097472390128066e-05 0.00033365040770322167 0.0027120729104962021 -0.00067289310985999332 0.059908613324405606 -0.0027462201904147865 6.191640491667931e-05 0.00032006340973106395 -1.780006647603524e-05 -0.0072168424551186886 0.0053191552306681919 -0.00040766658729172518 -0.0094784954202392479 0.0043024444210996845 0.0054862102461767891 0.0011596993869783718 -0.004395543474557834 -0.000313488277137991 -0.10051729842536938 -0.10069328167199887 0.10004289755898572 0.095922259605785196 -0.10006715503041096 0.046831820585613054 -0.079763330692082024 -0.057933813771190182 -0.10008926510815026 0.019785429673496377 0.099907505109654682 0.073433028202458589 0.02790026075966507
leaf_weight=14.381387622231282 0.038614830674360223 0.60114705713509309 0.54207237069819403 0.05706369093968533 0.54400857314640561 18.003195325089603 1.8767148871244228 0.49994046241044976 0.56506643117127275 0.58253465400764781 1.0065897065184364 0.5697740881697867 0.58979877508485445 0.57443817486199655 1.021799870994027 0.52240878491907938 1.0543122090554284 0.0053111178131071751 0.016210233618040082 0.0038751131287426679 0.002638472892590618 0.0019761441562833886 0.0043003127211712544 0.0043887206665424996 0.017133592094539463 0.005521823830804351 0.0069232087914778973 0.0020531240629183822 0.0017895441451400993 0.0010588273922182089
leaf_count=1100 27 209 85 25 175 968 15 2 49 125 15 99 63 56 21 73 307 3 6 12 10 59 4 43 55 23 28 11 57 309
internal_value=-3.2492e-07 0.000218225 0.00480867 0.0358648 6.53362e-05 -2.04491e-05 -0.000185772 -0.0011851 -0.00383743 -4.1499e-05 0.00169165 -0.000188099 -0.00146991 2.73875e-05 0.000668361 -0.00071965 -0.000174803 -0.00287764 -0.0398196 -0.00725791 0.00708843 -0.00466383 -0.0141382 -0.0251958 -0.0787215 -0.012802 -0.0334026 0.0244748 -0.00762645 -0.0554225
internal_weight=43.104 19.7861 0.637751 0.0956785 19.1484 18.5472 23.3179 2.94172 1.06501 20.3762 1.58912 18.7871 2.70378 16.0833 2.13401 1.54421 15.5089 1.12749 0.0731802 0.0398364 0.0345253 0.0306502 0.0280117 0.0237114 0.0333438 0.0193227 0.012445 0.00687764 0.00482452 0.00303497
internal_count=4034 1489 137 52 1352 1143 2545 66 51 2479 140 2339 256 2083 157 94 2027 927 620 559 556 544 534 530 61 487 51 436 425 368
is_linear=0
shrinkage=0.1


Tree=746
num_leaves=31
num_cat=0
split_feature=3 3 0 0 3 2 2 4 4 0 1 2 3 3 1 2 4 0 1 1 4 0 3 2 4 2 2 1 0 0
split_gain=0.000163069 0.000509609 0.00158665 0.00379743 0.00047578 0.000634331 0.00159505 0.00152532 0.00378419 0.000915729 0.00529667 0.0107395 0.00390356 0.000800272 0.000719833 0.000723833 0.000837893 0.000826915 0.000729213 0.000776138 0.000534204 0.000598612 0.000466124 0.000635816 0.000871965 0.000465805 0.000391815 0.00102214 0.000291899 0.000849601
threshold=0.09180000000000002 0.088145000000000015 87.278104746850019 86.135510041400025 0.092260000000000023 -0.070909999999999987 -0.058374999999999996 42.622319549950006 41.685324604100011 89.493394246350007 70.897329358050015 -0.085584999999999994 0.097970000000000015 0.10335500000000002 61.923256118600001 -0.037054999999999998 39.861052345600008 86.382848189450016 62.036171360100006 62.116825104000007 40.467253020850002 85.667718326750006 0.087475000000000011 0.061925000000000015 41.872294782850005 -0.092710000000000001 -0.055334999999999995 75.271450736300025 95.050437202000012 88.098084476650016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 22 3 25 -2 7 -7 8 9 20 11 12 -11 -12 -8 16 -16 -17 -19 -20 21 -6 -1 24 -24 -3 27 -4 29 -21
right_child=4 2 26 -5 5 6 14 -9 -10 10 13 -13 -14 -15 15 17 -18 18 19 28 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00010920824277058002 0.0018941303670050509 0.00071925513240244559 0.004942614431922147 -0.010099519929879742 -0.00076879012854446141 0.0057757428416225429 0.0037024953980577622 0.0044928008464885502 -0.0087031542441926464 0.027346446399730009 -0.0039702868606648605 -0.10043321401133634 -0.031914655117516864 0.0014940838069330781 0.00139482335532151 0.0041867588083523396 -0.0035072729307899474 -0.0017319760723791264 0.0044260827757146197 -0.00053966627414616872 -0.00054547305647994636 0.0024963644307185472 0.00012301732469836951 -0.0012810956911444224 0.0057243483725874129 -0.0029689640479029214 -0.0015567174754106241 -0.00034426833278947437 -0.00073521013405690244 0.0031496109135462991
leaf_weight=17.477893876133518 1.5480314374275419 1.0106784029157714 0.5671742704405246 0.56910732240703499 0.87494161152249583 0.56770018565362157 0.58364226506192807 0.56262051546095371 0.57630218489265317 0.019629199858172797 0.54463282545473291 0.016510071497469414 0.025626868081587872 0.52769070251147709 0.52401049090985719 0.56352351272350709 1.0420838274884197 1.5011121402785645 0.52453973121009756 1.4974003843808534 4.0555311061206396 1.5672534404566247 0.54099321772803921 0.50393169744347677 0.57151597110623698 0.517899240823117 0.55203169039950228 1.0293891071038879 1.5624849198983275 1.0704409650201112
leaf_count=2347 45 36 80 29 40 44 46 84 95 16 136 27 29 91 24 57 35 12 9 9 60 32 51 12 65 61 162 96 136 68
internal_value=-3.42296e-07 -0.000179302 -0.00117016 -0.00312649 0.000211092 6.79988e-05 0.000637026 -0.00054425 -0.000889512 -0.000299479 -0.00292144 -0.0313965 -0.00621096 -0.00128127 0.000308108 6.90058e-05 -0.00186705 0.000520236 0.000184599 0.000802661 0.000158149 0.00132659 4.10485e-05 0.00166571 0.00300052 -0.000530355 0.000739823 0.00153388 0.000342496 0.000998261
internal_weight=43.0963 23.3406 4.24628 2.09768 19.7557 18.2077 9.43694 8.77074 8.20812 7.63182 1.13409 0.0617661 0.0452561 1.07232 8.86924 8.2856 1.56609 6.7195 6.15598 4.65487 6.49773 2.4422 19.0943 1.61644 1.11251 1.52858 2.1486 1.59656 4.13033 2.56784
internal_count=4034 2939 464 126 1095 1050 440 610 526 431 299 72 45 227 396 350 59 291 234 222 132 72 2475 128 116 97 338 176 213 77
is_linear=0
shrinkage=0.1


Tree=747
num_leaves=31
num_cat=0
split_feature=3 3 0 3 2 2 0 1 3 3 4 3 4 2 2 0 4 3 2 3 4 0 1 4 1 4 0 3 4 4
split_gain=0.000131894 0.000412196 0.00128249 0.00396809 0.000404929 0.0107609 0.0117347 0.0094172 0.00554766 0.000386072 0.000630952 0.00106794 0.000917282 0.000838941 0.00114504 0.00150673 0.00074209 0.00128864 0.00128788 0.000886487 0.000737211 0.000837578 0.00198977 0.00543562 0.000562586 0.00054158 0.000416455 0.000378122 0.000557301 0.000627797
threshold=0.09180000000000002 0.088145000000000015 87.278104746850019 0.09013000000000003 -0.086719999999999992 -0.055334999999999995 94.75470680765001 77.742143758150021 0.089835000000000012 0.092260000000000023 41.243661560350013 0.094375000000000028 41.092444989200011 -0.076484999999999984 -0.117885 85.812895065800021 42.456897412850005 0.10371000000000001 -0.078504999999999991 0.11660000000000002 35.171584490050009 85.925810307250018 74.739136026450012 39.896141435400004 66.45599652655001 41.436838994450007 85.812895065800021 0.087475000000000011 41.942745071500006 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 27 3 -3 -4 6 -6 -8 -9 -2 12 -12 13 14 24 -16 17 -13 -18 -19 -15 -22 23 -23 26 -21 -11 -1 29 -29
right_child=9 2 4 -5 5 -7 7 8 -10 10 11 16 -14 20 15 -17 18 19 -20 25 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-9.8280198214329947e-05 0.0017069880034916011 -0.0099077678251516654 -0.00019750581974258146 -0.00014821381516774983 0.079182497756360951 -0.0013996989668869626 -0.10025164543804206 0.094510228767093404 -0.039257975439381775 -0.00021106110117527239 -0.0049739238360764527 -0.0055236348387348484 0.0045192774109383662 -0.0028807048275874309 0.00014969365863361065 -0.0072282176346050268 0.005245218854004822 0.0019890198341845134 -0.00034919923950069392 4.8180749442421983e-05 -0.00081069528795028141 0.011822957667571327 -0.00025105157882070027 0.0013106650543264283 -0.002156130102147789 -0.0032031755536620077 0.0038054907931616027 0.0025462269628590394 0.0040239327318950498 -0.0023517004630504591
leaf_weight=17.479136139274768 1.5460813781311937 0.57272908259828992 1.5385753710449059 1.5282392917134451 0.035710413038032462 0.55253593959040925 0.0080201864075206686 0.0073553388293832178 0.00535925005772242 0.50270803141780118 0.54608906587922135 0.58118949036796186 0.53932211055450885 0.51859646690238115 0.5294337643208572 0.58008148573825891 0.56296802517214972 1.0387132507249925 1.5293836333655928 1.0124549256870525 1.9334556194901305 0.60838770385174745 3.0533473661249655 2.5683837264696194 0.52992303769834603 1.0370832080882335 0.53061982706640265 0.53115392783785143 0.56774602294495924 0.5158473584742751
leaf_count=2347 45 84 99 42 15 162 10 26 26 20 82 87 33 54 21 133 85 31 74 10 46 70 90 38 121 31 24 43 68 17
internal_value=-3.23817e-07 -0.000161244 -0.0010521 -0.00280869 0.000666387 0.00284899 0.0444389 -0.0153981 0.0381264 0.000189884 6.10223e-05 -0.000747448 0.000489778 0.00029839 -0.00125081 -0.00370766 -0.000346872 -0.00120384 0.00115603 -0.000390887 0.000775304 0.00100755 0.00157183 0.00332389 0.000492937 -0.00159703 0.00185146 3.69772e-05 0.0015011 0.000133066
internal_weight=43.0906 23.3424 4.24852 2.10097 2.14756 0.608981 0.0564452 0.0207348 0.0127146 19.7482 18.2021 6.30788 11.8943 11.3549 2.67277 1.10952 5.76179 3.66944 2.09235 3.08825 8.68217 8.16357 6.23012 3.17677 1.56325 2.04954 1.03333 19.0939 1.61475 1.047
internal_count=4034 2939 464 126 338 239 77 62 52 1095 1050 400 650 617 319 154 318 159 159 72 298 244 198 108 165 41 44 2475 128 60
is_linear=0
shrinkage=0.1


Tree=748
num_leaves=31
num_cat=0
split_feature=2 2 4 2 3 3 2 1 4 3 0 2 2 4 1 4 4 3 0 0 4 1 2 4 3 2 1 1 1 3
split_gain=0.00013824 0.000540934 0.000448688 0.00125394 0.00731169 0.00549017 0.00434199 0.00369325 0.00321955 0.00222214 0.00158395 0.00120633 0.00192425 0.00162712 0.00173738 0.00119996 0.00174913 0.00117988 0.000932047 0.00189513 0.000804169 0.0013157 0.000720817 0.00128757 0.000685968 0.000441392 0.0015884 0.000422672 0.00857261 0.00311806
threshold=-0.06828999999999999 -0.072524999999999992 42.283941020600004 -0.101395 0.09551500000000003 0.085820000000000021 -0.5775499999999999 65.907551067950024 42.599563320500003 0.080770000000000022 97.39208423365001 -0.08786999999999999 -0.096529999999999991 43.111435027700004 81.011308844800013 43.487767439550005 47.927946529500012 -1.0000000180025095e-35 90.767723400200012 94.75470680765001 42.753078181500008 68.910558799650019 -0.23349 48.96897326980001 0.088555000000000023 -0.053159999999999992 70.641925835650014 75.499969677400017 75.951630643300021 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 27 4 5 8 -6 -7 -4 15 20 12 -5 14 -13 -10 -17 22 -11 -20 -9 -22 23 -18 -15 26 -2 -1 -29 -30
right_child=25 -3 3 11 6 7 -8 10 9 18 -12 13 -14 24 -16 16 17 -19 19 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00037883260271415306 0.0057764956065743892 -0.003230589785690241 0.099524613466088943 0.00094504035060738109 0.013612242342341605 0.0830080366050156 -0.10030342701026672 0.023241260883919097 0.093566945787399741 -0.10030424671369104 0.062494775997770403 0.0083572741152610677 -0.0064465032189934511 -0.0017104314008370451 0.00044828169762209044 -0.093407989943065428 0.015014904450130089 0.070958548234372212 0.074571096223084082 -0.1001114761022986 0.014145469219457661 -0.10010826362781883 0.026961440139542582 -0.073451743539251976 0.0027407360065206895 5.3826133257022275e-05 -0.00066177191827956124 0.059880694839833354 0.0016340557179869845 -0.030845449761069361
leaf_weight=18.425300443644552 0.61644380161016243 0.56050825044875452 0.002652506522496558 1.0272850785470966 0.005857155438249606 0.020477017163557321 0.0078042276961838297 0.0027318414358887821 0.0013260077467134304 0.0036570449817645563 0.0037219973273099338 0.61860758672105653 0.53594872310217523 1.0186366172905859 0.50407243801544155 0.0019731362918931844 0.0034660318197126117 0.0023994301501262952 0.001133434590883553 0.0013739029899640302 0.0018844513288058806 0.0021668279186997097 0.0039676142263130459 0.0031316181987790515 0.52449193318383192 17.598870688611989 1.0127364745827945 0.02480462938569894 0.51731146903919323 0.03134850017986146
leaf_count=886 86 54 12 44 15 29 32 7 29 60 16 116 112 63 11 200 22 195 5 73 10 30 17 32 15 1295 67 20 306 175
internal_value=7.69626e-08 -0.000160728 -8.68708e-05 0.000835717 0.0141371 0.0301226 -0.0514634 0.0582785 -0.0046583 -0.0169797 0.0100747 0.000616418 -0.00158912 0.00190975 0.00480621 0.00239893 -0.00569391 0.00765556 -0.0681072 -0.0211467 -0.018689 -0.0469632 -0.0067209 -0.0269764 -0.00019753 0.000199602 0.00177432 -0.000295621 0.00237796 -0.000221709
internal_weight=43.0861 23.858 23.2975 4.29877 0.0697242 0.0560629 0.0136614 0.0309821 0.0250807 0.0224282 0.0105051 4.22904 1.56323 2.66581 1.12268 0.0162638 0.0149378 0.0129647 0.00616438 0.00250734 0.00678312 0.00405128 0.0105653 0.00659765 1.54313 19.2281 1.62918 18.9988 0.573465 0.54866
internal_count=4034 2586 2532 1145 784 737 47 92 645 633 63 361 156 205 127 495 466 266 138 78 47 40 71 54 78 1448 153 1387 501 481
is_linear=0
shrinkage=0.1


Tree=749
num_leaves=31
num_cat=0
split_feature=3 1 3 0 0 3 4 2 2 4 3 1 1 2 4 3 0 3 3 3 4 0 2 2 1 1 2 3 1 3
split_gain=0.000124135 0.000860057 0.000411792 0.000165799 0.00189167 0.000441709 0.000850836 0.0028433 0.00218184 0.00069589 0.000344464 0.000300336 0.00115114 0.000485056 0.000664335 0.00192288 0.00039258 0.000260315 0.000687815 0.00076446 0.00060095 0.00703429 0.00471858 0.00546841 0.00376085 0.00184504 0.00179926 0.00047994 0.000430329 0.00040327
threshold=0.41214500000000009 62.079186690200011 0.13041500000000003 85.995710218650018 86.103248543850015 0.10661000000000002 40.984321400500008 -0.032369999999999996 -0.056724999999999998 40.159267750750011 0.10469000000000002 62.052302108850007 62.025417527550012 -0.088224999999999984 39.577821550850011 0.092505000000000018 85.812895065800021 0.078905000000000017 0.079220000000000027 0.079605000000000023 43.631818398850008 96.163458868000006 -0.098419999999999994 -0.10290999999999999 66.590419433100024 67.940025414550021 -0.080574999999999994 0.076615000000000016 62.030794443850006 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=2 -2 3 11 -5 10 8 -8 -7 -10 17 12 13 -1 -15 16 -16 27 -19 -20 29 22 23 24 -22 -26 -24 28 -6 -21
right_child=1 -3 -4 4 5 6 7 -9 9 -11 -12 -13 -14 14 15 -17 -18 18 19 20 21 -23 26 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00053095876419077153 0.0029060903864175079 -0.00083166335151511461 -0.0028141237744490027 0.0057892418556137254 0.0029394901734878113 -0.0056100660162235333 0.0084716265947126675 -0.00039623535926173927 0.0045914302998716341 -0.00051360810735604499 -0.0026938320321844779 -0.0027394426261584254 0.0041184070642242632 0.00026284137969889091 0.00042281018983510209 -0.007524365113013784 -0.0029715582483955862 -0.0038734375044744505 0.0036193342863261161 -0.0013038026716433474 0.1000871491850375 -8.0309873214866971e-05 0.089497170168115037 -0.1002253753077512 0.048709624651715203 -0.10006496710500548 0.036304855037385432 0.0033968642586651994 -8.5283020667550072e-05 -0.00013748480493114143
leaf_weight=2.050782736228681 1.0317035937655421 1.5264071982713208 0.52904038508471884 0.57144168043760046 0.52400292111269742 0.55243020153112188 0.56082070397269479 1.017646332180856 0.55364045520951155 0.51577747435294441 0.51692599556812524 0.53244072696982048 0.54610944696878494 1.4266997042020024 1.0291160115672187 0.56456586705771972 0.50938068997675134 0.5087055968041686 0.5241392891969302 3.5383927170862952 0.0045992163068149239 0.51347124437369407 0.015707070382632082 0.0041653872299320946 0.0014262835320550948 0.0020059423594158687 0.010684946545194141 0.52589390203521169 4.5930152267352158 18.280688327632671
leaf_count=441 20 67 35 41 24 78 29 29 50 8 38 233 32 47 191 51 11 81 113 105 4 180 13 22 7 66 38 229 534 1217
internal_value=1.90516e-07 0.000675798 -4.24581e-05 -5.79512e-06 8.52054e-05 -1.42791e-05 0.00110169 0.00275447 -0.000506876 0.00212928 -0.000135084 -0.000461346 -0.000263367 -0.000692165 -0.0014028 -0.00253275 -0.000701031 -8.9548e-05 -0.000236544 -0.000155737 -0.000244184 0.00301418 0.0441902 -0.00724827 0.0409729 -0.0382407 0.067962 0.000520119 0.000224466 -0.000326626
internal_weight=43.0818 2.55811 40.5237 39.9947 33.3356 32.7641 3.20032 1.57847 1.62185 1.06942 29.5638 6.6591 6.12665 5.58055 3.52976 2.10306 1.5385 29.0469 23.404 22.8953 22.3711 0.55206 0.0385888 0.0121968 0.00803144 0.00343223 0.026392 5.64291 5.11702 21.8191
internal_count=4034 87 3947 3912 2906 2865 194 58 136 58 2671 1006 773 741 300 253 202 2633 1846 1765 1652 330 150 99 77 73 51 787 558 1322
is_linear=0
shrinkage=0.1


Tree=750
num_leaves=31
num_cat=0
split_feature=2 4 4 3 2 3 0 2 2 4 3 2 4 0 0 2 4 0 2 3 4 3 3 1 0 1 1 0 0 0
split_gain=0.000180081 0.000497977 0.000684649 0.00128043 0.00191686 0.00111876 0.00160336 0.0253269 0.00930954 0.00104405 0.000505398 0.000420619 0.000350002 0.0023235 0.00435124 0.00394095 0.00614253 0.00259756 0.00283642 0.00123645 0.000888633 0.00163306 0.00152188 0.000834828 0.0148604 0.00203655 0.00428234 0.00560665 0.00270063 0.000745619
threshold=-0.06828999999999999 42.536568606950006 41.147265497500008 0.10661000000000002 0.035605000000000005 0.11243000000000002 90.633300493650012 -0.023719999999999998 -0.056724999999999998 40.890797847750008 0.079470000000000027 -0.072524999999999992 42.283941020600004 86.103248543850015 85.812895065800021 -0.083064999999999986 43.426640904350009 85.791387400750025 -0.22932499999999997 1.0000000180025095e-35 43.084235337800003 0.088145000000000015 0.093325000000000033 62.020040611300011 87.638358136350021 71.322105742700003 80.677940036650014 96.163458868000006 95.469836670350006 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=11 2 3 9 -5 6 7 8 -4 -2 -8 12 -1 14 15 16 -14 18 19 29 21 -15 -23 -22 -25 -26 27 28 -27 -18
right_child=1 -3 5 4 -6 -7 10 -9 -10 -11 -12 -13 13 20 -16 -17 17 -19 -20 -21 23 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.00030220605228459328 8.8874110101787347e-06 -0.00075423781983357911 0.091511163057959505 0.0073500156982245074 0.00020706435213681528 -0.00066863617865407776 -0.0011311662610684629 -0.00063307886780530507 0.026158313206614017 -0.0045673431314306621 0.0032668042917981784 -0.0028877251925574095 -0.083357714485021786 0.0068867069945545744 -0.0717952706567178 0.049274902640679262 -0.036619635005294505 0.10003804356338718 -0.10003315860745482 0.077997100780436979 0.00069707036651559277 -0.0015459362691515879 0.0049977566977787366 -0.094425707264058079 0.00028333392346042595 -0.10003408334703677 0.079532445903297833 -0.089429602494451657 0.078134584655041639 0.020782852247560261
leaf_weight=18.996123967155722 10.329161216841737 4.0686898137360101 0.041855706862406805 0.58947776826470111 1.035934022414178 1.0193730590303287 0.50313854302857641 0.53096577252059252 0.045483514182866336 0.52383153633644575 0.543600151659831 0.56150325538043944 0.010592599214313103 0.58464863031108549 0.012494357531977585 0.010239653788630884 0.0035713005784210466 0.0028677287045866242 0.0025442870057048603 0.0025473497569237233 1.5153781327971958 1.0359876991186232 0.54102295342970519 0.017535156666180218 0.52491395327671775 0.0010977444336867882 0.0029018120441790139 0.011782749245534532 0.0037810948317655857 0.0061762435406045313
leaf_count=1387 603 413 16 49 55 31 36 106 25 44 70 54 69 135 30 31 64 4 36 60 14 38 37 20 154 100 216 86 11 40
internal_value=4.24192e-07 0.0002281 0.000491694 0.000180028 0.00279755 0.00194046 0.0035378 0.00757538 0.0574775 -0.000211989 0.00115282 -0.00018318 -0.000117965 0.000697838 -0.0205124 -0.00388649 -0.023122 0.0129122 -0.00392521 0.0159632 0.000953185 0.00237255 0.000699 -0.000523751 -0.0038155 -0.000897356 -0.032577 -0.0521021 0.0380464 -0.000248244
internal_weight=43.0792 19.2315 15.1628 12.4784 1.62541 2.68442 1.66504 0.618305 0.0873392 10.853 1.04674 23.8477 23.2862 4.29008 0.0510335 0.0385392 0.0282995 0.0177069 0.0148392 0.0122949 4.23905 2.16166 1.57701 2.07739 0.562013 0.544477 0.0195634 0.0166616 0.00487884 0.00974754
internal_count=4034 1448 1035 751 104 284 253 147 41 647 106 2586 2532 1145 334 304 273 204 200 164 811 210 75 601 587 567 413 197 111 104
is_linear=0
shrinkage=0.1


Tree=751
num_leaves=31
num_cat=0
split_feature=2 2 3 3 1 1 2 4 2 2 0 4 2 2 3 0 3 3 1 2 0 0 3 2 4 4 4 0 1 4
split_gain=0.000154754 0.000554125 0.000520307 0.000713476 0.000582943 0.00189006 0.000562019 0.00617436 0.0158654 0.0219893 0.00297085 0.0016107 0.000809609 0.000480832 0.000240321 0.0007486 0.000362739 0.00155586 0.000728558 0.000428484 0.000281257 0.0137227 0.00545532 0.00366786 0.00332059 0.00459376 0.0017735 0.00779278 0.000568622 0.000512385
threshold=-0.037054999999999998 -0.039434999999999998 0.096315000000000026 0.10111000000000002 61.982402197500001 62.079186690200011 0.04932000000000001 40.636252116050009 -0.016334999999999999 -0.026144999999999998 86.83719761350001 41.481306584950012 0.061925000000000015 0.0023400000000000005 0.12201500000000003 86.054856297550018 0.10828500000000003 0.10433500000000002 62.079186690200011 -0.11963999999999998 97.878695155250014 99.744485097750015 0.088655000000000025 -0.14138499999999998 40.844669808050007 38.625745710700009 39.337369931850013 101.86567856270001 83.116371560950014 40.280372415600006
decision_type=2 2 2 2 2 2 2 2 2 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 6 -4 -5 -6 7 13 9 -9 -11 -10 -8 -2 16 -16 17 20 -18 -20 -1 22 23 -22 25 28 -27 -28 -23 -29
right_child=2 -3 3 4 5 -7 12 8 11 10 -12 -13 -14 -15 15 -17 18 -19 19 -21 21 24 -24 -25 -26 26 27 29 -30 -31
leaf_value=0.000100281976963274 0.0015070087330285326 -0.003335945718795948 0.0044166210084236671 -0.0010250293133458278 0.0066892214527622803 0.0004072338571592545 0.0038154252024815158 -0.10112092159101177 -0.048636023879048036 0.025248728995825004 0.099015475313765228 -0.10034557139045804 -0.00024975848498120807 -0.00274116245602209 -0.00010222834303397466 -0.0042530847060721511 0.0044248755442883201 -0.0053062110126483007 0.0019840163717246106 -0.0020732883815034438 0.071478265756235601 -0.10013487408844367 -0.10028224446489381 -0.073222634441374959 -0.00036364944725462555 0.095372931639960884 -0.1001132929515761 0.043510249453605904 -0.012803656471457057 0.09829814666887933
leaf_weight=23.229792732149619 0.55637594616479746 0.52968089839504173 0.54257734318794693 1.5618720492184941 0.55218537637847465 3.6106753659045854 0.5328217903863165 0.011145266095116124 0.0083790688486262699 0.0089739918602161906 0.013940923325904464 0.021430545898960096 6.082844564287897 0.51126506726397736 2.0265241448499296 0.55305992131814408 0.55047762348553964 0.55572266615550958 0.51339635155359531 0.527972921771934 0.0036845988517413266 0.0021677424809856847 0.019240638812433986 0.0033393494310290928 0.5213177809460986 0.0075360400504598237 0.0031908540458687193 0.0023617735634913206 0.0011364176759145854 0.0061568566352860898
leaf_count=1668 71 14 59 33 27 136 92 75 42 23 34 170 426 27 28 73 34 72 30 45 32 59 36 20 462 33 14 45 125 29
internal_value=5.03001e-07 -0.000131138 0.00027344 0.000950882 0.000622407 0.00124051 -0.000274597 -0.00233409 -0.0325358 0.0140906 0.0701268 -0.0858107 7.7649e-05 -0.000527328 -7.16326e-05 -0.000992167 1.98829e-05 -7.57045e-05 0.00148239 -7.30321e-05 4.64266e-05 -0.00214789 -0.0727459 0.00268407 0.00126145 0.0388316 0.0575332 0.0331801 -0.0700986 0.0831083
internal_weight=43.0712 29.0568 14.0145 6.26731 5.72473 4.16286 7.74718 1.13151 0.0638698 0.0340602 0.0229149 0.0298096 6.61567 1.06764 28.5271 2.57958 25.9475 24.3556 1.59185 1.04137 23.7999 0.570132 0.0262646 0.00702395 0.543867 0.0225497 0.0192455 0.0117095 0.00330416 0.00851863
internal_count=4034 2819 1215 255 196 163 960 442 344 132 57 212 518 98 2805 101 2704 2595 109 75 2523 855 88 52 767 305 121 88 184 74
is_linear=0
shrinkage=0.1


Tree=752
num_leaves=31
num_cat=0
split_feature=1 4 4 3 3 1 3 3 0 3 0 4 0 4 0 1 3 3 3 3 1 3 0 3 4 4 1 0 0 2
split_gain=0.000175549 0.000546798 0.00233454 0.00138572 0.000576044 0.000451398 0.000833237 0.00159691 0.00201132 0.000534867 0.000437255 0.0026088 0.00187765 0.0014113 0.00107255 0.0015436 0.00795545 0.0161394 0.0138231 0.00169249 0.000476547 0.000470629 0.000625679 0.000373737 0.000204666 0.00723564 0.0186146 0.00952579 0.00295071 0.00229523
threshold=62.020040611300011 42.824128352900011 41.770271989050009 0.090390000000000012 -0.032704999999999991 61.966271448700006 0.092075000000000032 0.10249000000000003 86.83719761350001 0.11082500000000002 86.479632682150012 40.280372415600006 86.643628628100018 40.636252116050009 86.382848189450016 62.052302108850007 0.096515000000000031 0.08674500000000003 0.085910000000000028 -0.18112999999999999 62.030794443850006 0.080770000000000022 86.135510041400025 0.096010000000000026 42.686561923500008 43.157831852650006 62.154463517850012 90.407470010750018 92.805574663100018 -0.079634999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 6 -6 8 -8 -9 11 -2 -12 -13 15 20 17 18 19 -17 -15 -21 -23 -7 -14 26 -26 -28 -29 -30
right_child=10 3 -4 -5 5 23 7 9 -10 -11 12 13 24 14 -16 16 -18 -19 -20 21 -22 22 -24 -25 25 -27 27 28 29 -31
leaf_value=0.0029639628610100385 -0.0055419141394060338 -0.00074671078288858733 -0.0067121827788070298 0.0055542046674212815 -0.0036738333748389108 -0.00028697644223348186 0.0080395258773589412 -0.0019626645352382611 -0.00065423046878150927 0.00045873480916910827 -0.0059276313490924321 0.0065565641627035225 0.00017904772170158803 0.0028674181923105954 0.0038097238902868504 -0.10042647265502375 -0.00099064505272858459 -0.098898185062444188 0.090201968003478336 0.017301997739358612 8.9757820378291166e-05 -0.10003910636970265 0.0013787206437857716 -0.002499732171753085 0.033846878249748427 4.3692045376030042e-05 -0.10055320695652861 0.072153901086071254 0.013557371199034296 -0.10008651852127862
leaf_weight=0.53396676880558658 0.55466636048681905 1.0225061462425777 0.59023244007457698 0.52992655965146607 0.52518497930786967 1.5208420780381859 0.5648506185923734 1.4260181478166489 0.50316387455677614 2.5320329366277292 0.53181893204237241 0.5324734713294389 22.799495836327196 1.0360743276828552 1.0816881361824924 0.0061158212031858783 0.53100101188648807 0.025069489110242205 0.012148791871368303 0.001965357915086563 1.5294239377399208 0.0011967286172307467 0.0012371739721857011 1.5324312129669122 0.026390521023131774 3.0644236144324575 0.032109329356899252 0.0042032327583001461 0.0043491563641286923 0.0030052028167175671
leaf_count=234 69 233 137 25 81 24 45 24 12 40 19 12 1838 24 30 12 51 39 26 34 33 69 2 21 15 792 17 10 45 21
internal_value=1.6589e-07 -0.000338721 -0.00061683 0.00140412 -0.000223146 -0.000420927 0.000116233 0.000512266 0.00394372 -0.000413654 0.000120467 0.000948349 -4.5732e-05 0.00170489 0.00109357 0.000159155 -0.00450589 -0.0436106 0.0175453 -0.0663998 0.00121151 -0.0190962 -0.0484875 -0.00139755 7.4886e-05 -0.000682762 -0.032459 -0.0725316 0.00531793 -0.0328808
internal_weight=43.06 11.2812 9.72872 1.55243 9.13849 8.60452 5.55125 5.02607 1.06801 3.95805 31.7789 5.31306 26.4658 4.75839 4.22592 3.14423 0.578734 0.0477334 0.0226639 0.0105151 2.5655 0.00439926 0.0024339 3.05327 25.934 3.13448 0.0700574 0.0436669 0.0115576 0.00735436
internal_count=4034 876 618 258 481 247 202 121 57 64 3158 401 2757 332 320 290 233 182 143 117 57 105 71 45 2738 900 108 93 76 66
is_linear=0
shrinkage=0.1


Tree=753
num_leaves=31
num_cat=0
split_feature=2 4 4 3 0 3 0 3 3 2 3 1 2 0 2 2 0 2 0 0 2 4 4 4 4 2 0 4 3 4
split_gain=0.000164998 0.000371766 0.00092873 0.0108069 0.0072135 0.0189212 0.00525667 0.0132754 0.00105276 0.00180818 0.000823208 0.000464102 0.000368122 0.00073921 0.00196529 0.000498089 0.000351905 0.00192518 0.0237602 0.000637686 0.00133972 0.000490083 0.00116378 0.00100898 0.000866478 0.000665167 0.000552228 0.000619759 0.0005594 0.000372691
threshold=-0.06483499999999999 42.141702038450013 41.289992964000007 0.11379500000000002 86.329079026800017 0.10371000000000001 86.643628628100018 0.084360000000000018 0.10661000000000002 0.035605000000000005 0.10433500000000002 62.272755675600003 -0.075639999999999999 85.925810307250018 -0.071864999999999998 -0.078649999999999984 87.818484831100008 -0.088224999999999984 94.940210418650011 86.89903215050002 -0.093879999999999991 42.686561923500008 43.047778594550003 42.824128352900011 41.975471476700008 -0.086139999999999994 86.054856297550018 40.467253020850002 0.086355000000000029 41.178189531300006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 8 4 5 -4 -6 -8 10 -10 -2 -3 15 -14 -15 16 19 29 -19 21 -21 24 23 -23 25 26 27 -1 -28 -18
right_child=1 11 3 -5 6 -7 7 -9 9 -11 -12 -13 13 14 -16 -17 17 18 -20 20 -22 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0040292172460172793 0.00016124310126910325 -0.0032882829254470454 -0.092143988702372226 -0.0014907819728590089 0.1001078323900956 0.053364667352884802 0.079129652067132183 -0.042553326319684531 0.0071245845473051064 0.00018263642352695666 -0.0039032531546192763 -0.00018605490730361026 -0.00012361222834525809 -0.0074219910971061861 0.00092921859336381771 0.0028968768903238919 0.00061619154071063402 0.066174967843733973 -0.00060404596480219115 0.00094547975069702705 -0.0061743583433552691 0.00050069281113343685 -0.00067401175893996401 0.006669696420817682 -0.0043511490590753326 -0.0035713718832157369 0.00025841010895990841 0.00037953053447492753 -0.0015915172850020001 -0.0013183598333370444
leaf_weight=0.54985522100778039 11.353441880413477 0.53946819305077909 0.01388102516786105 0.51405173301145624 0.019109859189484268 0.025088497379329056 0.025385880521724857 0.013861328474376933 0.58834063651526225 1.035781606713148 0.52118080493498098 4.5461367955407006 2.3829185770149488 0.56160715717751075 0.56557329328130024 0.57180061836300566 2.6603326963842213 0.05905499715325413 0.5449062095596503 0.51556354142526328 0.54225171655707483 0.52279435128056706 1.5422273289112529 0.53792663232044902 0.54008177012828262 0.56954136819147905 3.5080208917497657 3.0248511528859865 3.060843715476949 1.5916281032858788
leaf_count=215 640 159 54 16 9 7 41 41 43 57 24 330 24 49 61 127 540 39 156 37 37 15 286 32 66 22 20 115 26 746
internal_value=-3.27311e-07 0.000217907 0.000482111 0.00429427 0.0348493 0.00153418 0.0570964 0.0361537 0.000309452 0.00269737 -1.71489e-05 -0.000515131 -0.000175961 -0.00112169 -0.00323169 -1.27677e-05 -9.69228e-05 0.000642463 0.00592557 -0.000337664 -0.00270425 -0.000156992 0.00107958 0.0036292 -0.00044302 -0.000245999 -5.92856e-05 0.000940919 -0.000603586 -0.000107965
internal_weight=43.0475 19.1957 14.1101 0.611378 0.0973266 0.0389695 0.0583571 0.0392472 13.4987 1.62412 11.8746 5.0856 23.8518 3.5101 1.12718 20.3417 19.7699 4.85592 0.603961 14.914 1.05782 13.8561 2.60295 1.06072 11.2532 10.7131 10.1436 3.57471 6.56886 4.25196
internal_count=4034 1421 932 168 152 61 91 82 764 100 664 489 2613 134 110 2479 2352 1481 195 871 74 797 333 47 464 398 376 330 46 1286
is_linear=0
shrinkage=0.1


Tree=754
num_leaves=31
num_cat=0
split_feature=3 1 3 3 0 1 3 3 0 3 3 2 4 1 3 3 1 0 3 0 3 2 1 2 4 3 3 1 3 3
split_gain=0.000167679 0.000695639 0.00037434 0.00165772 0.000841327 0.00101511 0.000235304 0.000283448 0.0014671 0.0012098 0.000376425 0.000225498 0.000148599 0.000143724 0.000602002 0.00183063 0.00105642 0.000949462 0.00193784 0.00643795 0.00406113 0.00326217 0.00159644 0.00129975 0.00118061 0.0011122 0.000842876 0.000660783 0.00131255 0.000985701
threshold=0.41214500000000009 62.079186690200011 0.11660000000000002 0.11148000000000002 86.103248543850015 61.907125369850007 0.11002000000000002 0.10661000000000002 86.329079026800017 0.10507500000000002 0.10335500000000002 -0.023719999999999998 41.436838994450007 62.009286778800011 0.094175000000000023 0.10301500000000002 61.993156030000002 85.877418060900013 0.089415000000000022 85.732241321850012 0.087555000000000022 -0.092710000000000001 61.87486387225001 -0.093879999999999991 43.182896969600009 0.08376500000000002 0.08376500000000002 61.049507226200006 0.07772500000000003 -0.11012
decision_type=2 2 2 2 2 2 2 2 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 -4 7 9 -9 10 13 12 -6 14 16 -16 17 18 19 20 21 23 26 27 25 -19 -23 28 29 -1
right_child=1 -3 4 -5 11 -7 -8 8 -10 -11 -12 -13 -14 -15 15 -17 -18 24 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00644040283411885 0.0027930978849219682 -0.00056836829493509141 -0.00020081288979709362 0.0053382249043667663 0.0020519743861036692 -0.0064662539075693902 -0.0021555874729838153 -0.0022498083412223987 0.0051615568910028239 -0.0047802489735670958 0.0025526292170091978 -0.001212856693490255 -6.4989448172338878e-06 -0.0001254023667679383 0.006530874554757384 -0.00012319800814863312 0.0025010875402972036 -0.0014542134202521562 0.00038005300450428105 0.086896238898468731 0.080671479950166256 -0.055434244602265828 -0.10025382979136332 0.10004651777272472 7.5435392784851259e-08 -0.0079704645682218619 0.049949226575218976 -0.058167286679354127 0.090953672688449547 -0.081837157163033747
leaf_weight=0.0098092338555549087 1.0306766244871117 1.5288390727521575 0.50190130245254916 0.5824291343963911 0.53753713318161733 0.5334154564858693 0.51793425978345098 0.51493367206746754 0.55493321653895111 0.53420969559471743 0.57500463888454234 1.0087469487238674 1.0089132227859856 27.485882882045736 0.58658753992747814 1.400787385107833 1.0289481181155222 0.5106481290968079 1.0168474377018011 0.011273986034211703 0.0049621067379774777 0.0017863995443307967 0.0055299384459601697 0.0014054594794288286 1.0049806856768553 0.53777465673647384 0.0013195945769837181 0.0017564795644427747 0.0016344410674378205 0.0014521099844013704
leaf_count=137 20 67 21 78 42 19 27 24 44 41 53 23 19 2821 66 7 35 25 55 9 10 127 25 1 7 31 16 98 18 68
internal_value=2.79494e-07 0.000785241 -4.93489e-05 4.55154e-05 -0.00102409 -0.00342889 -3.93812e-05 -8.75866e-06 0.00159442 -5.81555e-05 1.56294e-05 -4.97065e-05 0.000709014 -2.77696e-05 0.000410178 0.0018408 -0.000276559 -0.0011952 0.00123878 0.0225727 -0.00188068 -0.0184693 -0.0680312 0.0081854 -0.00244902 -0.00479664 -0.0106616 -0.000626003 0.00721145 -0.00494267
internal_weight=43.0429 2.55952 40.4833 36.8928 3.59051 1.03532 36.3104 35.7925 1.06987 34.7226 34.1884 2.5552 1.54645 33.6134 6.1275 1.98737 4.14013 3.11118 1.05778 0.0409297 0.0296558 0.0246937 0.00863593 0.0160577 2.0534 1.04842 0.00310599 0.0146523 0.0128958 0.0112613
internal_count=4034 87 3947 3823 124 40 3745 3718 68 3650 3609 84 61 3556 735 73 662 627 564 509 500 490 168 322 63 56 143 321 223 205
is_linear=0
shrinkage=0.1


Tree=755
num_leaves=31
num_cat=0
split_feature=2 2 3 1 2 3 2 4 2 4 1 4 0 2 1 1 2 0 4 4 0 4 4 4 3 1 0 2 0 3
split_gain=0.000157482 0.000343236 0.000673376 0.00216723 0.000471827 0.000924684 0.000413869 0.00343234 0.00127401 0.000911074 0.000558256 0.000397459 0.0091848 0.00723811 0.0041707 0.00314523 0.00250506 0.0016774 0.00140253 0.00322902 0.00235391 0.000640165 0.000634641 0.0018585 0.000895706 0.000413474 0.00413487 0.00509839 0.00860547 0.000432157
threshold=-0.06483499999999999 -0.075639999999999999 0.089305000000000023 62.020040611300011 -0.079634999999999997 0.097970000000000015 -0.086139999999999994 41.535369675400013 -0.08786999999999999 42.899217095850013 62.009286778800011 42.402981339000007 86.83719761350001 -0.096529999999999991 62.272755675600003 65.907551067950024 -0.62218499999999988 90.407470010750018 43.680097826700013 42.865207177650007 99.994511703900017 42.977735738100002 47.927946529500012 48.457543166250012 0.077080000000000023 75.499969677400017 99.470262368500016 -0.092479999999999993 97.674372337300014 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 4 3 -3 6 -6 8 -8 11 -9 -11 25 -13 14 -14 -16 -17 -15 19 -18 22 -19 -20 -24 -25 29 27 28 -27 -1
right_child=-2 2 -4 -5 5 -7 7 9 -10 10 -12 12 13 17 15 16 18 21 20 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.00048792799776545395 0.00021366049009290179 0.0014928750869163579 -0.00017281511224719539 -0.0075520051117818456 0.0048296562487782427 -0.00018656533300127309 -0.0081891028940075401 0.0038780397283437527 0.0046845535941826754 0.00063528473781773015 -0.0033879298723968861 0.00028741093462744379 -0.1004181462645833 -0.10058245059689473 0.10003488881568948 0.094844112479926523 -0.038587370789484883 -0.067455955182720281 -0.081234765852926105 0.061035478738881516 0.072338323421260176 -0.025776797418046383 0.087729047011246286 0.012615375878625627 -0.1000715534511773 0.065716875333653627 0.00044819826840212314 0.083887923320454527 -0.061722909796845873 -0.00063181856039157345
leaf_weight=6.5871881964503904 19.19138783467756 0.51180470982217341 2.4495254146610188 0.54915012159849841 0.57838324056280566 1.0078202442739659 0.57026054485596001 0.59253256769515905 0.56937158989656289 1.0096811881910523 0.52382821287879178 1.0531885037577313 0.0042159813747277139 0.013605608313809858 0.0031680451938882461 0.0022837371949675353 0.0070009495159445035 0.010625405769520757 0.005464955282641128 0.0060782252798074476 0.0015981219177178653 0.0056418770588866343 0.0010246568793093047 0.0010090612081743444 0.0023437257578420301 0.01120573600275776 0.51808015747246494 0.013584827218438122 0.010051497191962966 7.2294103206729554
leaf_count=383 1421 6 78 50 125 15 99 82 56 18 57 307 3 6 12 10 34 23 153 37 222 32 8 31 49 13 365 5 33 301
internal_value=4.24693e-07 -0.000171166 -0.00108431 -0.00318875 -1.35566e-05 0.00164252 -0.000153638 -0.00130005 3.88776e-05 0.000547782 -0.000738997 -0.000131921 -0.00194874 -0.0387124 -0.00729113 0.00580872 -0.00532839 -0.0746718 -0.0146583 0.0077099 -0.0402305 -0.0530006 -0.0585084 -0.0301359 -0.0661571 9.33934e-06 0.0026908 0.0360369 0.00545689 -9.79693e-05
internal_weight=43.0405 23.8491 3.51048 1.06095 20.3386 1.5862 18.7524 2.6963 16.0561 2.12604 1.53351 15.4868 1.11725 0.0640604 0.0341875 0.0299715 0.0268034 0.0298729 0.0245197 0.0130792 0.0114405 0.0162673 0.0098424 0.00437744 0.00335279 14.3695 0.552922 0.0348421 0.0212572 13.8166
internal_count=4034 2613 134 56 2479 140 2339 256 2083 157 75 2027 927 620 559 556 544 61 534 71 463 55 241 88 80 1100 416 51 46 684
is_linear=0
shrinkage=0.1


Tree=756
num_leaves=31
num_cat=0
split_feature=1 0 3 2 2 2 3 4 0 4 4 3 3 0 2 3 1 3 1 1 0 0 3 4 4 2 2 2 2 4
split_gain=0.000165065 0.00060862 0.00346536 0.00637425 0.012649 0.00608074 0.00330006 0.000425503 0.000657456 0.000597175 0.00182234 0.00114442 0.000728442 0.000564117 0.000557025 0.000296718 0.00204402 0.0014222 0.000457383 0.000385342 0.00033672 0.000647472 0.00023432 0.000201783 0.000576246 0.0016808 0.0160326 0.00385682 0.00119665 0.000480244
threshold=62.020040611300011 85.812895065800021 0.085820000000000021 -0.085584999999999994 -0.076484999999999984 -0.058374999999999996 0.10469000000000002 39.861052345600008 85.732241321850012 42.824128352900011 41.770271989050009 0.090390000000000012 0.087905000000000025 86.20003303655001 -0.088224999999999984 0.10661000000000002 62.079186690200011 0.10249000000000003 62.116825104000007 68.34060567600001 86.103248543850015 85.995710218650018 0.097015000000000032 42.006870117350005 41.218101594450012 -0.08786999999999999 -0.0068649999999999996 -0.079634999999999997 -0.083064999999999986 42.094663496250007
decision_type=2 2 2 2 2 2 2 2 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 22 -5 -6 -7 8 -1 10 12 -11 -9 14 -14 17 -17 20 -18 -20 21 -3 -4 24 -22 -26 27 28 -27 -25
right_child=1 15 3 4 5 6 -8 9 -10 11 -12 -13 13 -15 -16 16 18 -19 19 -21 23 -23 -24 29 25 26 -28 -29 -30 -31
leaf_value=-0.0001046964929218428 0.00079199778183963027 -0.00074733598089086757 0.067672930213080282 -0.10068602646352708 0.099917196310889841 -0.10004971410156072 0.0425424451647059 0.0029800262991997316 0.0040029346592137492 -0.00077202888618165206 -0.0063122733610685476 0.0049625860599147448 0.00058728394087764627 -0.0022048387396571014 -0.0017420670266602629 0.0065256927364716784 -0.0027503412554498365 -0.0049375348958043148 0.00087346464944843254 -0.0019460489160258547 9.7110848370131209e-05 0.0042103096793407223 0.049996029767553581 0.0024228217727343074 -0.00042294653869769176 -0.057807838037957963 0.00036270275223425661 -0.032571931277678171 -0.10070983674242905 6.5862060441859417e-05
leaf_weight=1.4441599362660067 0.5084558060313652 0.51494282588283968 0.013743602202771044 0.0095443931641057134 0.0088408004614279889 0.0031910989762802275 0.0033030159674751758 0.54620449672969851 0.53364396411052428 1.0221825536771625 0.58991773468710285 0.52762650306974901 3.0227702383215913 2.0353034912695875 1.5545852282984922 0.54883250992861388 0.51705783556099039 0.58739852717261598 3.0674595502550801 0.57570231891134449 14.41455404491262 0.53935374728462193 0.01650390140746083 1.0348886734679021 3.5560790969598051 0.012879371198195599 0.50678696863508321 0.053865160551081814 0.013128949927338485 5.2501746510689857
leaf_count=218 136 28 23 6 9 30 13 131 23 233 137 25 40 33 36 19 10 82 69 181 1112 32 19 29 122 22 51 44 21 1100
internal_value=3.43672e-07 0.00011705 0.00337396 0.0271884 -0.0103053 0.0459473 -0.0275249 -0.000328325 0.00100361 -0.000611626 -0.000970024 0.0011803 -0.000529802 -0.000819713 -0.000203822 5.82053e-05 0.000789628 -7.18468e-05 3.29038e-05 0.000427917 3.85187e-05 0.00178888 0.0580279 -3.57658e-05 -0.000201627 -0.00124108 -0.00620022 -0.0478411 -0.0794647 0.000453955
internal_weight=43.0331 31.7567 0.563583 0.0551268 0.0248793 0.0153349 0.00649411 11.2764 1.9778 9.29859 7.74878 1.54981 7.15886 6.61266 4.57736 31.1931 4.70905 26.4841 4.16022 3.64316 25.8967 1.0543 0.0302475 24.8424 18.5573 4.14274 0.58666 0.0798735 0.0260083 6.28506
internal_count=4034 3158 236 100 58 52 43 876 241 635 377 258 240 109 76 2922 279 2643 260 250 2561 60 42 2501 1372 260 138 87 43 1129
is_linear=0
shrinkage=0.1


Tree=757
num_leaves=31
num_cat=0
split_feature=3 3 3 0 0 2 4 4 3 0 1 2 2 3 1 2 0 4 4 4 3 2 3 4 4 4 2 1 1 0
split_gain=0.000187407 0.000583109 0.000582105 0.00137398 0.00375574 0.000491873 0.000976736 0.00372923 0.000953359 0.000681457 0.00443901 0.00714867 0.000660326 0.000659276 0.000593782 0.000639735 0.000858164 0.00170821 0.000628824 0.000476576 0.000476852 0.00115723 0.000424376 0.000401101 0.000722965 0.000454563 0.000382004 0.000291261 0.00157998 0.00120414
threshold=0.09180000000000002 0.092260000000000023 0.088145000000000015 87.278104746850019 86.135510041400025 -0.070909999999999987 42.522337019050006 41.605323437500005 0.093325000000000033 89.493394246350007 70.897329358050015 -0.094519999999999993 -0.058374999999999996 0.10335500000000002 61.923256118600001 -0.037054999999999998 86.479632682150012 41.257403903850005 39.861052345600008 40.467253020850002 0.12201500000000003 -0.075639999999999999 0.096995000000000012 39.420767558750008 36.491284729650012 40.844669808050007 -0.092710000000000001 61.987779113750001 62.00390986255001 86.20003303655001
decision_type=2 2 2 2 2 2 2 2 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 27 4 26 6 7 9 -8 19 11 -11 -7 -12 -14 18 17 -17 -16 20 21 -3 -18 24 -24 -25 -4 29 -29 -1
right_child=1 5 3 -5 -6 12 8 -9 -10 10 13 -13 14 -15 15 16 22 -19 -20 -21 -22 -23 23 25 -26 -27 -28 28 -30 -31
leaf_value=-0.018249945989186007 0.0020892300271003346 0.0060304089278881978 0.00063338406573305601 0.00052999849317991287 -0.010043398155899178 0.0039048012835009287 -0.00078540136655188631 -0.0086461991569404435 0.0052150060756228937 -0.0019776676043436916 -0.0034581413609868585 -0.073243411583470794 0.0034462398131837367 0.0015110338551002811 0.0011537566836439701 0.0070811347545462772 -0.0026615802238194202 -0.00086266717731407403 -0.0030950250219477287 -0.00055512732022317034 -0.00039297076090836591 0.00017372704375898671 -0.00064629161940595991 -0.0019264129450350079 0.0045645490179685782 0.00050939378032355319 -0.0027115094535790523 0.0054916696873492203 -2.5916537847730356e-05 -0.00088769288566173962
leaf_weight=0.041592244370707188 1.5494252179483918 0.55076803795289209 1.009881796154918 2.1361201627068125 0.56470595321479766 0.55845206591674035 0.50331669713639315 0.57011298672966848 0.55871773398653213 0.037102798777596036 0.54233151033319227 0.022679182251304275 0.58229102457031601 0.52588971908070592 0.52280836429053801 0.54634239296422193 0.51609619385261574 0.5365359639402385 1.0438044648598279 3.5553284486842074 1.0173027832424848 0.87078417364462379 0.51040033823670572 1.0257838780068929 0.55663240191393015 3.0268120309606581 0.51582721515332619 0.53485928867042076 17.483393805162507 1.0087495824263895
leaf_count=510 45 42 36 338 29 44 12 86 87 39 134 33 46 90 24 24 59 38 35 57 18 12 36 33 45 56 61 28 1920 17
internal_value=2.36142e-07 0.000227016 -0.000191834 -0.00125362 -0.00307623 6.83082e-05 -0.000471423 -0.000863904 0.00237131 -0.000240951 -0.00249583 -0.0290134 0.000569582 -0.0010118 0.000359539 0.000142603 0.000566919 0.0031452 -0.00167713 0.000183379 0.00125996 0.00244285 7.15139e-05 0.00034703 0.00207202 -0.000107152 -0.000497492 4.35085e-05 0.000137869 -0.00157522
internal_weight=43.0248 19.7297 23.2951 4.22654 2.09041 18.1803 8.75433 7.6923 1.06203 7.12219 1.128 0.059782 9.42596 1.06822 8.86751 8.28522 6.7186 1.08288 1.56661 5.99418 2.43885 1.42155 5.63572 5.11963 1.06703 4.0526 1.52571 19.0686 18.0183 1.05034
internal_count=4034 1095 2939 464 126 1050 610 511 99 425 296 72 440 224 396 350 291 62 59 129 72 54 229 170 81 89 97 2475 1948 527
is_linear=0
shrinkage=0.1


Tree=758
num_leaves=31
num_cat=0
split_feature=3 3 3 0 0 2 4 4 1 4 2 0 1 1 0 0 2 1 0 4 2 2 1 3 3 2 1 0 3 4
split_gain=0.000151793 0.000473109 0.000470904 0.00111026 0.00302008 0.000398925 0.000924841 0.00340517 0.000676622 0.000877669 0.00236162 0.0010758 0.000641826 0.00114533 0.000639827 0.00326398 0.012797 0.00425051 0.00185776 0.000615622 0.000507791 0.000384533 0.000325414 0.000336602 0.000324367 0.000282592 0.00064983 0.000238817 0.000236397 0.00370655
threshold=0.09180000000000002 0.092260000000000023 0.088145000000000015 87.278104746850019 86.135510041400025 -0.070909999999999987 42.622319549950006 41.685324604100011 75.166600869200025 39.861052345600008 -1.0000000180025095e-35 86.256490657300006 62.020040611300011 62.213609596700003 89.493394246350007 96.682331287150021 -0.094519999999999993 68.20618276945001 91.937202686950016 37.627645350900004 0.20167500000000002 -0.088224999999999984 62.041548276350007 0.10546000000000001 0.089415000000000022 -0.055334999999999995 75.271450736300025 85.995710218650018 0.08729000000000002 35.050303764500008
decision_type=2 2 2 2 2 2 2 2 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 28 4 24 6 7 14 9 10 -7 -11 -13 -14 22 16 17 -16 -18 -10 -12 -17 23 -3 -4 26 -5 -26 29 -1
right_child=1 5 3 25 -6 8 -8 -9 19 11 20 12 13 -15 15 21 18 -19 -20 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.055557170725920174 0.0018830670802498792 0.00077867345109800933 0.0016024026983246249 0.0038949563042489747 -0.0089917623821339603 0.0082149936812459957 0.0035296681321646604 -0.0081218268816047323 7.2790625181189599e-05 -0.0036888441450500537 -0.0018508531963904501 -0.00098751870128749547 0.0042588887939064568 0.00043978649244734186 -0.014045317938005966 -0.0028092650484128523 -0.048113401573689471 0.0502914829413895 -0.10020673967615985 -0.0040957647844044242 0.0024690363211844189 0.0010052946470344016 0.0012905902623256535 -0.00098106928282308808 -0.0029996855036320395 -0.0014749026806033622 -0.00034131597675803309 7.0604088245399191e-05 0.0011976939788268196 -0.00010600942590378348
leaf_weight=0.011971041192242349 1.5472742999487774 1.8928610359014548 0.5126262153347555 0.55986987041539071 0.5675194670611744 0.56043877953032972 0.55406416538777037 0.57365072401626616 1.0067290062223997 0.59745840624690938 0.56566464055504229 1.5115456933854146 1.0573089783720204 3.0517373210526557 0.02659785479772836 0.53875346836231996 0.01262972351105407 0.016726678517272831 0.014948428050868046 0.54664676763566022 0.52433075985027244 0.51869861226901481 2.0519234117564196 2.553056587199535 0.51330042981855062 0.55043908800049646 1.0250974273212063 0.50023636221885681 1.6123869326101878 17.443038226516698
leaf_count=202 45 40 29 80 29 44 84 95 52 90 31 16 24 76 20 159 6 35 43 80 27 36 53 39 66 162 96 2 144 2129
internal_value=2.80218e-07 0.000204431 -0.000172556 -0.0011272 -0.00276355 6.15315e-05 -0.000424502 -0.000691686 0.000513109 0.000889637 0.00293961 0.00034552 0.000774366 0.00142249 -0.000132783 -0.00233084 -0.0231015 0.0107937 -0.07635 -0.00139416 0.000227184 -0.000938157 0.000248912 -0.000231854 -0.000447519 0.000477166 0.00115509 -0.00148433 3.91819e-05 -6.78344e-05
internal_weight=43.0195 19.723 23.2965 4.22909 2.09368 18.1758 8.75391 8.19985 9.42186 7.86848 1.65043 6.21805 5.62059 4.10905 7.6262 1.12835 0.0709027 0.0433245 0.0275782 1.55338 1.09 1.05745 6.49784 4.44592 1.52616 2.13541 1.58497 1.01354 19.0674 17.455
internal_count=4034 1095 2939 464 126 1050 610 526 440 308 102 206 116 100 431 299 104 55 49 132 58 195 132 79 97 338 176 68 2475 2331
is_linear=0
shrinkage=0.1


Tree=759
num_leaves=31
num_cat=0
split_feature=4 3 0 3 3 2 2 4 2 2 0 1 1 4 3 2 3 0 0 3 2 0 4 0 4 2 2 1 4 4
split_gain=0.000143442 0.00108236 0.0102267 0.00782233 0.00437642 0.00334338 0.00290134 0.00171556 0.00363925 0.00052499 0.00773215 0.00278618 0.00747102 0.000412597 0.000777119 0.000305694 0.000826382 0.000774659 0.000384393 0.000467214 0.000586151 0.000720947 0.000563258 0.000369407 0.00066864 0.000441677 0.00032351 0.000262947 0.000982971 0.00143483
threshold=40.316494640950005 -0.09053499999999999 96.959242474650011 -0.13658499999999998 -0.26533499999999993 -0.073609999999999995 0.096390000000000017 38.748048509250005 -0.033799999999999997 -0.12546499999999997 93.399723909900004 66.45599652655001 63.530954080650012 40.467253020850002 0.093580000000000024 -0.056724999999999998 0.11531000000000002 86.20003303655001 86.756543869550015 0.11278000000000003 -0.026144999999999998 101.18549865570002 37.311503175250003 91.453280223500016 39.861052345600008 -0.101395 -0.070909999999999987 61.993156030000002 42.686561923500008 41.436838994450007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 -5 10 11 12 -3 14 -2 16 23 -17 -19 20 22 -22 -20 24 -11 -25 -27 28 29 -15
right_child=13 9 -4 6 -6 -7 -8 -9 -10 15 -12 -13 -14 27 -16 17 -18 18 19 -21 21 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-0.071995555228013305 7.1044743385618775e-05 -0.076691343645335405 -0.094746414348787833 -0.068393086387655191 -0.098164280128020698 0.054812981515365101 -0.00071126582346665976 0.097867624019680494 0.10004162489729518 0.0026389529789320287 -0.00018382869922860913 -0.10052995688502984 0.032575358985002134 -0.00057582166704002165 0.0034403232937145855 0.0037665260994075092 -0.0044563658294821127 -0.0014035822036161467 -0.00046978945652467968 0.0032017582947984694 -0.0041689291640801401 0.00018824356120223791 0.0022473841441948651 0.00091644697063282706 -0.00076721604843292318 -0.004328260231878843 -0.00083122262421459641 0.00014399998052613 0.0020834246340611564 -0.0058752624004003405
leaf_weight=0.0034068612224991942 2.0046936553332375 0.015790662341661876 0.012204533683918925 0.0022659592773208214 0.0076535915773732191 0.0053351144451880888 0.00817368776188232 0.0098421070360927843 0.0029563971038482975 0.93087231566578887 0.51352166217711848 0.0080936711932260152 0.010365005655875337 3.5522457271190873 1.0395492202764627 0.59723007897773417 0.52593418339232467 1.4981032973737454 1.504013168090131 0.53898763000201189 0.60735027941655717 1.0133364533444145 1.5482649506997175 0.53440711498551485 1.5130877042247446 0.53846946565845955 0.52000259118475067 22.298726781465167 1.0527580215394303 0.59673251024620499
leaf_count=77 33 49 131 62 21 15 9 5 3 81 216 11 27 140 28 71 42 12 29 41 117 123 34 63 12 136 51 2024 245 126
internal_value=2.56493e-07 -0.00028555 -0.0147052 0.00994209 -0.0429479 0.00539405 0.0472584 0.0732857 0.0269585 -0.000225355 -0.00325212 -0.049257 -0.033391 0.000116935 0.00122159 -8.56778e-05 -0.000727893 0.00031533 8.15602e-06 0.000413941 9.2389e-05 -0.0014446 0.000908494 -0.000242134 0.000530149 -0.00142705 -0.00261025 -5.34762e-06 -0.000645569 -0.00133802
internal_weight=43.0144 12.4697 0.0518383 0.0396337 0.0163956 0.00874198 0.0232382 0.0150645 0.00522236 12.4178 0.547771 0.0342493 0.0261557 30.5447 3.04424 11.8701 4.56277 7.30729 6.71006 5.21195 4.67296 1.62069 3.05228 4.03684 2.44396 1.59288 1.05847 27.5005 5.20174 4.14898
internal_count=4034 1438 323 192 113 92 79 70 65 1115 303 87 76 2596 61 812 385 427 356 344 303 240 63 343 93 250 187 2535 511 266
is_linear=0
shrinkage=0.1


Tree=760
num_leaves=31
num_cat=0
split_feature=3 2 3 4 0 0 2 0 0 1 4 3 0 1 4 1 1 3 3 3 3 1 0 3 1 0 4 1 1 1
split_gain=0.000137401 0.001432 0.00487317 0.00149844 0.00179815 0.00242793 0.00170044 0.00178051 0.00235328 0.00186431 0.00187463 0.00103366 0.0010185 0.000907011 0.00151836 0.000610722 0.000845556 0.000733459 0.000453972 0.000447689 0.000443162 0.000418394 0.000705025 0.00124515 0.000687944 0.00162109 0.000387356 0.000316623 0.000743022 0.00137302
threshold=0.09013000000000003 -0.14429 0.089675000000000019 38.804080188450008 97.521130223850008 95.620390325650007 -0.58994000000000002 86.479632682150012 86.382848189450016 64.407391431150018 42.660927378600007 0.085035000000000013 98.142164052000012 62.030794443850006 48.226196960950006 61.993156030000002 62.00390986255001 0.081155000000000019 0.090735000000000024 -0.25095999999999996 0.091645000000000018 62.025417527550012 86.479632682150012 -0.11789499999999999 62.095317438950012 87.48511602295001 36.728658719300007 62.132955852800002 62.55235532115001 64.665483411650015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 26 5 6 -5 8 13 -9 -11 -12 -6 14 -8 17 -17 -3 -2 -16 -20 -18 23 -23 25 -24 -1 -26 -29 -30
right_child=18 15 -4 4 12 -7 7 9 -10 10 11 -13 -14 -15 19 16 21 -19 20 -21 -22 22 24 -25 27 -27 -28 28 29 -31
leaf_value=-0.023224692325223138 0.0030296750451694675 0.00020426872639572091 -0.10093790513202337 -0.10020408752218667 0.099211210435277891 -0.10008161507989109 -0.10002354190552024 0.096178446511425236 -0.10027733947089788 -0.064672543108446404 -0.014722308767706201 0.10001990296503294 -0.0031192102308552141 0.055720100471645551 -0.014994104619125268 0.0039505465933342056 -0.0017054287798178047 -0.0050294280439059612 -0.0027075847015458755 0.027803402363831432 0.00018144207497113309 -0.0001040403967375756 -0.0065093581236100873 0.0057023746462383697 0.0011514397911674681 0.0013813619126414125 -0.10004711353999196 -0.0019478138195634658 0.0049999929589149283 -0.00012117939338816429
leaf_weight=0.0010002512653829862 0.54487895483310822 0.52437668862791642 0.0061315654367726227 0.001558397193093696 0.0026945530452238148 0.0025865988071913639 0.0015664544702138775 0.0038044439343138947 0.002569167729234322 0.0022649558191005781 0.0013157447791181109 0.0019467415695544332 0.001522052680926961 0.002715484930547519 0.0049776267815104802 0.52283075562786763 1.5424500917392858 0.54718084858383165 0.54526824414229125 0.0048023647950117265 20.229389980114426 1.0091803705847362 0.53500625868764717 0.58249494614831876 2.0231592718337188 0.50717451208038256 0.001909003140110957 2.0445957131159949 0.54906284811477135 11.256390920443414
leaf_count=189 42 161 14 4 7 18 136 13 4 9 103 5 316 71 20 25 40 95 108 32 1111 24 34 126 61 11 74 25 52 1104
internal_value=6.96264e-08 -0.000177151 -0.0183309 -0.00472736 0.001113 -0.00745248 0.00125328 0.00734313 -0.0122732 0.042303 0.00522152 0.0537449 0.0622734 0.00380544 -0.00861902 -0.000140778 -1.95455e-05 -0.00246827 0.000180347 0.00602117 0.000105614 -0.000123073 8.80611e-06 0.0020209 -0.000180524 -0.00266936 -0.0736343 -1.71155e-05 -0.000187813 0.000117003
internal_weight=43.0068 21.6873 0.0433654 0.0372338 0.0343246 0.030108 0.0275214 0.025963 0.0166311 0.00933189 0.00552744 0.00326249 0.00421661 0.0140619 0.0113464 21.6439 20.5723 1.07156 21.3195 0.00977999 20.7747 20.0495 18.5071 1.59168 16.9154 1.04218 0.00290925 15.8732 13.85 11.8055
internal_count=4034 2773 1015 1001 738 415 397 393 263 130 117 108 323 259 188 1758 1502 256 1261 52 1219 1477 1437 150 1287 45 263 1242 1181 1156
is_linear=0
shrinkage=0.1


Tree=761
num_leaves=31
num_cat=0
split_feature=0 1 2 2 0 0 3 2 3 2 2 1 4 4 2 4 3 0 3 3 2 3 3 3 3 0 0 1 2 0
split_gain=0.000130782 0.000262254 0.00100384 0.000366942 0.00514267 0.00325847 0.00308397 0.00391956 0.00174073 0.00261644 0.000975896 0.000305504 0.000652117 0.000261771 0.000210612 0.000570647 0.000727104 0.00137562 0.000790726 0.00200616 0.000524378 0.00135621 0.000770078 0.000587654 0.000495647 0.000853553 0.000460414 0.000386962 0.000324442 0.000694925
threshold=96.959242474650011 77.543197856500015 -0.039434999999999998 -0.030380000000000001 100.69082235970002 99.994511703900017 0.089850000000000027 -0.078504999999999991 0.086355000000000029 -0.084275000000000003 -0.086139999999999994 74.916574263050009 35.782584506850007 41.066313126200008 -0.06483499999999999 42.141702038450013 0.079805000000000029 96.741477366050006 0.10661000000000002 0.11531000000000002 -0.053159999999999992 0.087555000000000022 0.10249000000000003 0.092465000000000033 0.087795000000000026 96.163458868000006 86.479632682150012 62.272755675600003 -0.075639999999999999 85.925810307250018
decision_type=2 2 2 2 2 2 2 2 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 11 4 5 -3 7 8 9 10 -6 12 -2 -5 28 16 17 -16 20 -20 21 -18 23 24 -22 -26 -25 -17 -1 -30
right_child=1 3 -4 13 6 -7 -8 -9 -10 -11 -12 -13 -14 -15 15 27 18 -19 19 -21 22 -23 -24 26 25 -27 -28 -29 29 -31
leaf_value=6.0633625036151187e-05 0.00076573018411113872 0.012081638652982757 -0.0048543069921436668 -0.00080765051208823773 -0.015663002466046509 0.079467829426288827 -0.00090782266189727437 0.086070355371276552 -0.10011537421273463 -0.10004224958141002 0.098648439451162973 0.00018638960100499503 -0.0042703748756586597 0.0011555193440562688 0.0065851597363224259 -0.0031083135806343788 -0.0017453265110069706 0.00050349666046723221 0.0072002452948918775 -0.0001813076677575467 0.00026240500888424187 0.0054360633807744732 -0.0028415629960800931 0.0042628287806542068 -0.0051386716600881361 0.00061728301626734017 8.7463162549287316e-05 -0.00023303605624710544 -3.5758052941224151e-05 -0.0030681225785069623
leaf_weight=17.198711054993343 0.50365629944280932 0.015252789117649934 0.55285916159705806 2.0361269427376198 0.0010911380427743025 0.013551080152526485 0.52130863068834576 0.0092106871076829133 0.0017582116636334633 0.0013859088520424279 0.0023667981732486965 3.0628673660766852 0.5252778713111601 1.0191984463493562 0.58911917027391858 0.53971343236111158 0.50517523474991033 1.0087976507638812 0.56666730066712023 1.0511959215990598 2.545898203873274 0.54849454830718969 1.078520123621274 0.53389854680605686 0.52915841698686905 0.50207166373729706 0.52259983482872485 3.5259782818046479 2.3848270024685116 1.1063408720646632
leaf_count=1551 5 33 83 252 427 14 193 33 76 24 6 152 81 186 164 159 9 7 38 37 93 38 27 36 57 2 36 133 24 58
internal_value=4.13874e-08 -0.000357459 -0.000854816 0.000280457 0.0026194 0.0437842 0.000411878 0.0439193 -0.0148867 0.0160494 0.0625779 -0.000314429 -0.00180524 -0.000152774 8.51107e-05 0.000383942 0.000790718 0.00274568 0.000418105 0.00240413 -5.67996e-05 0.00199299 -0.000434907 0.000125265 -0.000486758 -0.00233629 0.00219747 -0.000614724 -0.00011778 -0.000996705
internal_weight=43.0031 8.26591 4.64466 3.62125 0.565925 0.0288039 0.537121 0.0158127 0.00660206 0.00484385 0.00345794 4.0918 1.02893 3.05533 34.7372 14.0473 9.9816 1.59792 8.38368 1.61786 6.76582 1.05367 5.71215 4.63363 3.57713 1.03123 1.0565 4.06569 20.6899 3.49117
internal_count=4034 1565 321 1244 806 47 759 566 533 457 433 238 86 438 2469 836 544 171 373 75 298 47 251 224 152 59 72 292 1633 82
is_linear=0
shrinkage=0.1


Tree=762
num_leaves=31
num_cat=0
split_feature=3 2 3 0 0 3 0 0 1 0 1 3 1 3 1 4 2 3 2 1 0 1 0 3 0 2 3 3 2 2
split_gain=0.000135323 0.00138582 0.00079944 0.000427959 0.00825837 0.000770263 0.0043302 0.003047 0.00181634 0.0017859 0.0017403 0.00104115 0.000576517 0.000741147 0.000682185 0.00382194 0.00227624 0.000960562 0.000684715 0.00125339 0.00203543 0.00344857 0.000496842 0.000481848 0.00169906 0.00453811 0.0110933 0.0131859 0.00788036 0.000950894
threshold=0.09013000000000003 -0.59681499999999998 0.089415000000000022 85.764502819450016 85.705356740550016 -0.15572 85.624702996650015 85.57631075030001 61.853356207250009 85.121961326250016 58.167480110400007 1.0000000180025095e-35 61.993156030000002 0.081155000000000019 62.00390986255001 35.050303764500008 0.04932000000000001 0.08729000000000002 -0.095854999999999996 62.084563606450011 87.48511602295001 62.014663695050011 86.643628628100018 0.084090000000000012 95.620390325650007 -0.090495000000000006 0.08766000000000003 0.086555000000000021 -0.058374999999999996 -0.083064999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 8 9 10 11 -7 13 -5 -14 16 17 -16 22 20 21 -20 -17 -21 25 -25 27 -27 -29 -28
right_child=-2 2 -4 12 -6 6 -8 -9 -10 -11 -12 -13 14 -15 15 18 -18 -19 19 23 -22 -23 -24 24 -26 26 29 28 -30 -31
leaf_value=-0.075881253296670531 0.00017918225045280298 0.0012611638322527949 -0.0039730781318817838 0.00026153587599826858 0.072057948721236192 -0.049540459909505549 -0.10019393765286931 0.072625258571831899 -0.10002530650479471 0.10001676769933553 -0.10003294370020364 0.055133363061000196 0.0035501790642394858 -0.0050598514876607483 -0.036607008286895962 0.0027178683591917458 0.086959139216859271 0.054503216852285888 0.00036384726029226359 0.00020509018208985988 0.0019957014859040396 -0.010991015591623455 0.00031007076451314351 -0.0023522888451672315 -0.00011852808594991151 -0.082845219003880491 -0.059797642202525883 0.062206990982524558 -0.016659684622311214 -0.10068983346356286
leaf_weight=0.0024176944563539795 21.318744719916676 0.51488040485039399 0.53821270588057757 0.51747088081538695 0.016639275079796789 0.0015565832695348912 0.0049144860728063114 0.0048998283975905119 0.0023770953423717413 0.0014487954904325306 0.001993315671513729 0.002439482881868571 0.5205363148998029 0.52959201431258407 0.0028791573420469127 1.0315502094163091 0.0080388838789442474 0.0019347390142820942 0.50307308709670262 8.176613730812047 0.51059286680538196 0.57111918451846577 5.0644737101000503 0.51360859468650233 2.5477842858308763 0.016731492917039126 0.0092569176672725462 0.023369191016854529 0.027671394006688388 0.014743772890142282
leaf_count=67 1261 225 95 29 18 111 27 13 216 4 35 37 10 18 39 29 61 16 7 483 14 62 769 15 227 47 15 30 22 32
internal_value=2.7793e-07 -0.000175622 -0.00016718 -7.02941e-05 0.00267969 0.000519949 -0.018922 0.00822089 -0.0239301 0.000388489 -0.023711 0.0143599 -0.000143901 -0.00242996 -2.14266e-05 -0.000119156 0.0543934 1.0836e-05 -0.000156011 -0.000568337 -0.00320242 -0.00567323 0.000717511 -0.000199887 -0.00125005 -0.00601214 -0.0264946 -0.00580466 0.0194498 -0.084918
internal_weight=43.0016 21.6828 21.6804 21.1422 0.551149 0.53451 0.0196296 0.0147151 0.00981527 0.00743818 0.00598938 0.00399607 20.591 1.04706 19.544 19.0234 0.0128528 0.0048139 19.0106 12.9146 1.58479 1.07419 6.09602 11.3298 3.15317 0.605381 0.0917728 0.0677721 0.0510406 0.0240007
internal_count=4034 2773 2706 2611 686 668 443 416 403 187 183 148 1925 47 1878 1868 116 55 1752 954 83 69 798 871 388 161 146 99 52 47
is_linear=0
shrinkage=0.1


Tree=763
num_leaves=31
num_cat=0
split_feature=3 2 3 0 3 4 4 3 3 1 3 2 0 1 1 1 1 1 2 2 3 2 3 2 1 4 0 1 4 2
split_gain=0.00010978 0.00120548 0.000663928 0.000417275 0.0059818 0.00808544 0.00232373 0.00210423 0.00125305 0.000622495 0.000764347 0.00130992 0.000744036 0.000517803 0.00038514 0.000840695 0.000820134 0.000341326 0.00199874 0.00780341 0.0036391 0.00585046 0.00366214 0.000679245 0.000389554 0.000341088 0.00180561 0.000764763 0.00157081 0.00204767
threshold=0.09013000000000003 -0.60918499999999998 0.089415000000000022 85.877418060900013 0.07772500000000003 42.719328117250008 45.700098835450007 0.087125000000000022 0.084360000000000018 62.095317438950012 0.085910000000000028 -0.097294999999999993 86.479632682150012 62.020040611300011 71.322105742700003 70.077349628250019 74.739136026450012 63.705703859100005 0.070580000000000018 -0.054619999999999995 0.11531000000000002 -0.073609999999999995 0.097970000000000015 -0.10946499999999999 62.391047833300007 41.872294782850005 86.692020874450009 62.020040611300011 40.413896136950008 -0.083954999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 -7 8 -6 10 13 -12 -11 -5 15 17 -16 24 19 20 21 22 23 -19 25 27 -27 -2 -29 -30
right_child=14 2 -4 9 5 6 -8 -9 -10 12 11 -13 -14 -15 16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.10018260498080321 -0.00014018280515413719 0.0004045658423900728 -0.0036160731828781714 0.00084178016939533476 0.068078108879680937 -0.089903314145314508 0.071706191721922205 0.084918130602527842 0.010688227060350507 0.0037599856381860027 0.00015901031449430344 -0.0068281314952504547 -1.0400777547998788e-05 -0.0017498417399161499 -0.0042948860684266415 0.0041665856912410535 -0.00015406081776156568 -0.00068181546722569943 0.0004471486189438433 -0.074657913339297291 -0.041554982071178567 0.059564318191629551 -0.038625654894951046 0.029675815939813645 0.0022096245972582531 -0.0057412851001973787 0.00056947344560895287 -0.0004630498348455887 0.00025018802316053218 0.0064660321996855789
leaf_weight=0.0012048270410741626 8.1028568466000106 1.0291763044657263 0.53974139406373467 1.5410895089225987 0.0064277289851587529 0.0052995212981485898 0.0010692244627961145 0.016894667440909839 0.0093223048576192014 0.54184447035367966 0.50562077446375042 0.5716902882522843 15.364297801591134 1.5426768547913525 0.55050051379817766 0.56454045456767588 3.6475196941240018 0.014341502472234424 0.539707687153549 0.017954108200981977 0.01857802203267056 0.016831904931677855 0.022524070271174423 0.015162926997192017 1.0350629992899492 0.58268827683429991 2.0429703982081264 2.0239795187953851 1.0355454211603503 1.0855528030078856
leaf_count=46 169 488 96 46 28 82 59 26 28 36 5 41 1738 54 105 104 452 24 54 18 19 18 23 16 29 133 28 21 23 25
internal_value=1.43307e-07 -0.00015832 -0.00015276 -6.43161e-05 0.00186155 0.0402968 -0.0627713 0.0604046 0.0341095 -0.000166831 -0.00125577 -0.00354881 0.000118038 -0.000454698 0.000161283 0.00037178 -0.000697061 0.000242363 -0.0020126 -0.0146088 -0.00227865 0.00831781 -0.00826111 0.0149196 0.000333803 0.000203263 -0.000831015 0.000424987 0.00152979 0.00343138
internal_weight=42.9927 21.6764 21.6752 21.1354 1.06819 0.0390134 0.00636875 0.0326447 0.01575 20.0672 4.16108 1.07731 15.9061 3.08377 21.3163 17.1183 4.19802 16.5538 0.6451 0.105393 0.0874384 0.0688604 0.0520285 0.0295044 15.9087 14.8736 2.62566 12.2479 4.14508 2.1211
internal_count=4034 2773 2727 2631 711 223 141 82 56 1920 146 46 1774 100 1261 704 557 600 172 118 100 81 63 40 428 399 161 238 69 48
is_linear=0
shrinkage=0.1


Tree=764
num_leaves=31
num_cat=0
split_feature=0 3 4 4 3 4 1 1 2 4 0 1 1 4 3 2 4 4 4 4 4 4 3 3 3 4 3 4 4 0
split_gain=9.87035e-05 0.000248978 0.00021683 0.000472432 0.000373841 0.0014301 0.0121722 0.00878604 0.00846932 0.000277045 0.000232839 0.000208707 0.000216528 0.000187098 0.00151776 0.000570844 0.0051456 0.0107448 0.00221458 0.00110807 0.000716599 0.00185836 0.000699024 0.000698451 0.000676974 0.0005655 0.00053457 0.00239923 0.000727991 0.00290489
threshold=96.959242474650011 0.075810000000000016 42.599563320500003 42.283941020600004 0.093735000000000027 37.784765830350004 80.677940036650014 75.806453904250006 -0.08786999999999999 43.272784938550004 97.878695155250014 77.086159974350025 81.320481529800006 40.563919884450009 -0.52484999999999993 -0.13953999999999997 41.436838994450007 42.824128352900011 47.927946529500012 49.283271594150008 44.952171034750002 43.426640904350009 0.09013000000000003 0.086555000000000021 -0.25095999999999996 40.720231579350006 0.093325000000000033 40.340071172300007 39.685256516350002 85.925810307250018
decision_type=2 2 2 2 2 2 2 2 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 10 -6 7 -7 -9 -4 -3 -12 -13 14 -1 16 -15 22 20 -20 21 -19 -18 -23 -21 -17 -16 28 29 -28
right_child=1 2 9 -5 5 6 -8 8 -10 -11 11 12 -14 15 26 25 17 18 19 24 -22 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.077849226680748257 -0.0024254824792992692 0.00094595792296316053 -0.0031718727087713242 0.0029142380424080848 0.00032951817964646887 -0.092190920607573029 -0.00047765091512469232 0.040140416315043372 -0.056143459501703366 0.00011908295362666156 -0.0022548646542896425 0.0015953552591893622 -0.0012819959486680093 -5.7736126691308104e-05 -0.00017987981976145417 -0.0024845911610600954 0.086832931860698404 -0.07565377639846918 0.025479200080888217 -0.10004063110031743 -0.10003996481324962 -0.034743695432968284 0.05668989733998453 0.068809411314314298 -0.009569401456580022 -7.2566132795782382e-05 -0.00060439841813375583 0.0074346181718666256 -0.00053348004529713987 0.0074967272956188062
leaf_weight=0.0024798291721016543 0.52139734280441175 2.5244364277570828 0.51088401067607203 0.52652920989694774 1.5222988943836759 0.025555091682320952 0.52357584184630834 0.015608583240606211 0.022029611347477496 0.51233264608251894 0.51528728171979321 0.54063790224522357 0.50660573483822235 0.52203951236786683 7.2141523545192419 1.0210647199006704 0.014833641184542681 0.0048308417185366492 0.0099547073444270495 0.0011980807692921766 0.0025168184231421642 0.0010804861881615196 0.015982821227225941 0.0016399346250182134 0.0026709804006372906 20.230367770956935 1.4355566073189723 0.54361482160055619 3.0557345194980492 0.6399421913389628
leaf_count=45 305 30 64 45 131 44 66 30 35 378 29 100 308 92 506 19 20 27 55 11 138 51 24 6 53 1139 58 23 46 156
internal_value=2.45697e-07 -0.000310287 -0.000167905 3.85106e-05 -0.000205864 -0.00128715 -0.0054814 -0.046939 -0.0162145 -0.00152407 0.000352132 -0.000607258 0.000203432 7.41874e-05 0.000376255 -0.00010421 0.003 0.0321776 -0.0181539 0.00782866 -0.0538286 -0.0384265 0.0711994 0.0276806 -0.0375844 -0.000188456 0.000391306 0.00111743 0.000448167 0.00189344
internal_weight=42.9868 8.26718 7.74578 6.72256 6.19604 2.10907 0.586769 0.0631933 0.0376382 1.02322 4.08697 1.56253 1.04724 34.7197 12.8915 21.8282 0.576748 0.0547083 0.0238918 0.0138238 0.0100681 0.00755126 0.0308165 0.00272042 0.00386906 21.2514 12.889 5.67485 5.13123 2.0755
internal_count=4034 1565 1260 818 773 306 175 109 65 442 467 437 408 2469 834 1635 477 385 341 119 222 84 44 57 64 1158 789 283 260 214
is_linear=0
shrinkage=0.1


Tree=765
num_leaves=31
num_cat=0
split_feature=0 0 0 2 3 1 0 3 1 0 1 4 2 4 1 4 3 1 3 3 4 1 0 2 3 3 2 3 3 1
split_gain=9.31282e-05 0.000392763 0.000163552 0.00037283 0.00403014 0.00708189 0.00811578 0.0135659 0.000709386 0.000211911 0.00105326 0.0173611 0.00494061 0.00254709 0.000174215 0.00170258 0.000615726 0.000409565 0.000461056 0.000971303 0.00151195 0.000504438 0.000188663 0.000234365 0.00020271 0.000808357 0.00160535 0.00100115 0.000595287 0.000821038
threshold=102.89804648475001 102.21786657775002 97.878695155250014 0.12427500000000002 0.10301500000000002 62.041548276350007 93.899777122150013 0.080770000000000022 63.705703859100005 101.10215645365001 72.752365468100024 40.206947806850003 -0.089094999999999994 39.337369931850013 75.634392583900009 32.051492741500006 0.09062000000000002 75.408562100950022 -0.27628999999999998 -0.55648999999999993 40.040005255000004 55.954879069000008 96.959242474650011 -0.10423499999999999 0.11660000000000002 0.10661000000000002 -0.087234999999999993 0.10433500000000002 0.41214500000000009 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 3 14 5 -5 7 -7 -9 10 -4 12 13 -12 15 16 -1 18 19 21 -21 -17 24 -24 25 27 -27 -20 29 -26
right_child=-2 -3 9 4 -6 6 -8 8 -10 -11 11 -13 -14 -15 -16 17 -18 -19 22 20 -22 -23 23 -25 28 26 -28 -29 -30 -31
leaf_value=-0.0095136467043204845 -0.0013463401748312594 0.0027225127960369506 0.00045201742955952915 0.080780209779497306 -4.5904198309892853e-05 0.056405375497995396 0.071267271567178464 -0.051465771652124348 -0.10014660532002001 -4.7017488400750534e-05 0.049865422952171862 -0.00083412840485274156 -0.1003934780234137 -0.065554161853723439 -0.0018149018665959361 -0.017698437616616779 -0.10017719296170276 0.00283501868896429 0.00012448041906461548 0.0031908757658553528 -0.10006521715131199 0.052161935466539744 0.00016041646856940455 -0.0019801086700340395 -0.00024617566324397732 -6.7143803001020025e-05 0.0064336515085705696 -0.0042436656241286209 0.00064310648277788869 -0.0036968581781485601
leaf_weight=0.0011112318539748802 0.50762492124024206 0.52957189150194395 1.0069669666640537 0.017501911309453111 0.57821736600762108 0.011366420163440694 0.012384385702035705 0.0040530170954298237 0.01144990237621768 2.5406598766968331 0.0038251353339378005 0.56139276365201862 0.023431503573441037 0.0038228073656227934 0.51791694098348173 0.0022014012999986843 0.0022983907713935992 0.51637887028027663 26.307022103689725 0.0028294176777469565 0.0028430076347917971 0.001948367262997408 1.0059923365046191 1.0406242076196566 2.0130818335055669 1.0303682346066549 0.60170517419887204 0.53536872365293575 2.5377134806910631 1.0487551747311554
leaf_count=66 960 61 37 39 43 21 27 10 64 177 29 118 66 13 105 26 10 18 1750 25 60 17 22 27 29 29 65 30 44 46
internal_value=1.06573e-07 1.6199e-05 -1.79707e-05 4.73781e-05 0.00245008 0.0278787 0.00429177 -0.026578 -0.0874197 -0.000614669 -0.00151637 -0.00486184 -0.0776149 -0.0078268 6.33091e-06 3.20674e-05 -0.070629 3.86417e-05 -1.32434e-06 -0.0216641 -0.0485609 0.0151019 4.56636e-06 -0.000927957 6.05773e-05 0.000168739 0.00232954 3.73582e-05 -0.000489441 -0.00142812
internal_weight=42.9804 42.4728 41.9432 37.8031 0.634973 0.0567556 0.0392537 0.0268693 0.0155029 4.1401 1.59944 0.592472 0.0310794 0.00764794 37.1682 36.6502 0.00340962 36.6468 36.1305 0.00982219 0.00567243 0.00414977 36.1206 2.04662 34.074 28.4745 1.63207 26.8424 5.59955 3.06184
internal_count=4034 3074 3013 2573 204 161 122 95 74 440 263 226 108 42 2369 2264 76 2188 2170 128 85 43 2042 49 1993 1874 94 1780 119 75
is_linear=0
shrinkage=0.1


Tree=766
num_leaves=31
num_cat=0
split_feature=2 2 4 2 1 0 0 3 4 2 2 2 4 4 4 4 4 0 0 3 0 2 0 3 4 1 2 2 3 3
split_gain=0.00011839 0.000688356 0.000337892 0.00046626 0.0020434 0.000456442 0.000904624 0.000717262 0.000467637 0.000818173 0.000457292 0.00140619 0.0153002 0.0050878 0.00365228 0.00445217 0.00139518 0.000476017 0.000389525 0.00467768 0.00706505 0.00386723 0.00114207 0.00102353 0.000337784 0.00277724 0.00219781 0.00184832 0.00392907 0.00481374
threshold=-0.06483499999999999 -0.072524999999999992 42.536568606950006 -0.053159999999999992 70.641925835650014 85.995710218650018 86.479632682150012 0.10249000000000003 41.965809985500009 0.059320000000000012 0.0023400000000000005 -0.037054999999999998 41.50623664750001 40.280372415600006 40.159267750750011 37.784765830350004 40.844669808050007 96.163458868000006 86.643628628100018 0.11379500000000002 93.953546284800012 0.23835000000000003 91.568883923100017 0.099855000000000027 42.622319549950006 61.45546440395001 -0.50001499999999999 -0.10290999999999999 0.085820000000000021 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 24 3 4 -2 7 -7 -5 10 -10 11 -8 13 14 15 -13 -15 18 -12 20 21 22 -20 -23 25 26 -1 28 -26 -30
right_child=2 -3 -4 5 -6 6 8 -9 9 -11 17 12 -14 16 -16 -17 -18 -19 19 -21 -22 23 -24 -25 27 -27 -28 -29 29 -31
leaf_value=-0.069240910574596845 0.0067404653354036408 -0.0035527552896666629 -0.00062482767646160375 0.00019219071426866382 -0.00070061724499997143 0.0042320130473090505 6.8218217026741403e-05 -0.0042502976765795052 -0.00063063448761431311 0.0049775303157380719 -0.00082767238165014226 0.017755113719424696 -0.0019064219163102622 0.051735990397418975 0.00063909381618089216 0.078611199859828298 0.099958740852392827 -1.0810207808022722e-05 -0.013772022015747671 -0.00069028470854230262 -0.085227171659460157 0.003846319559976811 -0.049454173333770293 0.049428236400428177 -0.014060532687425019 -0.00024520166382281113 0.064429012601747035 0.00059814342163694138 0.10004143379153314 0.0129382988813284
leaf_weight=0.0013967124223466252 0.58199207975121936 0.57970953026779071 4.0621093796741787 1.027030951562838 1.0086235217220716 0.59285975229431542 3.5528788819117487 0.56247564300204533 0.50742299238450417 0.5337969442476691 0.99448090791702337 0.027000662310797341 0.50580993601579394 0.010278741444381012 0.030328934779390693 0.021669753050446161 0.014411717413622682 4.5563086098059395 0.019265125382844417 0.50653587969281944 0.016558422705656994 0.010840828216856835 0.01678520233377867 0.00902929762378335 0.019099876650760295 20.008214817717533 0.010308482938438668 3.1585550159701272 0.010057791119184367 0.01718651102983193
leaf_count=32 64 81 411 150 41 48 47 29 31 27 4 24 12 18 11 22 36 290 29 11 37 44 30 5 629 1318 135 324 20 74
internal_value=-1.40395e-07 -0.000149084 0.000184827 0.000402543 0.00202201 0.000211955 0.000424109 -0.00137986 0.000224914 0.00224447 2.06031e-05 0.000829504 0.00526717 0.0402607 0.027877 0.0448503 0.0798834 -0.000528673 -0.00202823 -0.00409022 -0.0278515 -0.0108622 -0.0303858 0.0245595 -6.41261e-05 -0.000216714 0.048479 0.000889037 0.0207147 0.0450942
internal_weight=42.973 23.8045 19.1685 15.1064 1.59062 13.5158 11.9263 1.58951 11.3334 1.04122 10.2922 4.16238 0.6095 0.10369 0.0789994 0.0486704 0.0246905 6.1298 1.5735 0.579015 0.0724789 0.0559205 0.0360503 0.0198701 23.2248 20.0199 0.0117052 3.2049 0.0463442 0.0272443
internal_count=4034 2613 1421 1010 105 905 726 179 678 58 620 170 123 111 57 46 54 450 160 156 145 108 59 49 2532 1485 167 1047 723 94
is_linear=0
shrinkage=0.1


Tree=767
num_leaves=31
num_cat=0
split_feature=2 2 2 4 2 4 2 4 3 2 0 2 3 3 2 4 3 3 4 1 1 2 2 4 3 0 3 3 1 1
split_gain=9.81727e-05 0.000438335 0.0004143 0.0034621 0.00611482 0.00995722 0.00260997 0.00163006 0.00065923 0.000570104 0.000503777 0.00032417 0.000297593 0.000351973 0.000361806 0.000675683 0.000240862 0.000235285 0.000230065 0.00022145 0.000504438 0.000312252 0.000983023 0.000348361 0.000701911 0.00104426 0.000802553 0.0107823 0.00896219 0.0117697
threshold=-0.037054999999999998 -0.039434999999999998 -0.0034049999999999996 41.872294782850005 -0.033799999999999997 40.280372415600006 -0.02903 39.525197829750006 0.12201500000000003 0.04932000000000001 86.643628628100018 -0.032369999999999996 0.079470000000000027 0.10469000000000002 0.19040000000000004 39.458743938000005 0.082455000000000014 0.10184000000000003 42.402981339000007 74.739136026450012 72.187789260650007 -0.053159999999999992 -0.06483499999999999 42.47354681640001 0.089305000000000023 86.692020874450009 0.084565000000000015 0.076130000000000017 62.181348099150007 62.55235532115001
decision_type=2 2 2 2 2 2 2 2 2 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 -2 7 -7 -6 9 10 -4 -5 18 14 15 -14 -17 -16 -11 20 21 22 23 -1 26 -26 27 -25 -29 -30
right_child=2 -3 8 11 5 6 -8 -9 -10 12 -12 -13 13 -15 17 16 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=-0.00030338167317585759 0.0031399883223744911 -0.0029612863542748617 -0.00071805006722993941 -0.0027000754086016626 0.024007267962149886 0.037868006943548083 0.088262425405721281 -0.0056142009640579799 0.0033434759331870271 -0.002943034711365141 -0.0045228242287070298 0.00012342353369749061 0.0043007544468989896 -0.0021539570665400215 -0.0024898044902139315 0.0015645080024906334 2.3212469636317225e-05 7.8935079684306112e-05 -0.00033628339811286276 0.00054272786323198232 -0.0032288293979652392 -0.0014878529360722122 0.0040089427300674715 -0.00059296262026712688 -0.00025385836666355562 0.0059334203536163021 -0.0021795932272459322 0.078913735546774832 -0.10062508304061768 0.053892331762298108
leaf_weight=17.449499872820095 0.52683475540834479 0.52741201160324891 1.0092800882379935 0.50819217800169658 0.031848450373483383 0.017645296113187214 0.024611529512469588 0.044584477497551234 0.53522555870748156 0.5117906918162588 0.53113790241419456 2.0346299408195603 0.53320524068082864 0.53079873168546043 0.54101772985005947 1.5230009772456705 3.0331511471014849 1.0459509655920554 1.0003409444109852 5.1346871833785555 0.53125307050889503 1.537561066623115 0.59105811823340459 1.0115212226808337 0.53676499349427309 0.55464327315098672 1.0586368263754193 0.032053852477879619 0.0079909921491463365 0.012867470812622628
leaf_count=868 13 14 98 10 38 9 60 17 39 149 146 139 55 60 150 25 127 9 71 1022 92 44 91 209 66 54 124 78 5 152
internal_value=2.41761e-07 -0.000104743 0.000217866 0.00121943 0.00775959 0.0282649 0.0672191 0.00672862 -7.79538e-05 -0.000256443 -0.00202994 -0.000440863 5.68786e-05 0.000324478 0.000521525 0.000932601 0.000538427 -0.000796781 -0.00121856 -5.18039e-05 -0.000182689 -0.000111689 -1.21388e-05 -0.000127155 0.000829475 0.00289046 -0.000230015 0.00170895 0.0457144 -0.00530414
internal_weight=42.9692 28.9859 13.9832 3.18835 0.645525 0.11869 0.0422568 0.0764329 10.7949 10.2597 1.54042 2.54282 8.71926 7.20712 6.67633 5.08936 4.55615 1.58697 1.51213 28.4585 23.3239 22.7926 21.255 20.664 3.21448 1.09141 2.12307 1.06443 0.0529123 0.0208585
internal_count=4034 2819 1215 286 137 124 69 55 929 890 244 149 646 426 366 207 152 159 220 2805 1783 1691 1647 1556 688 120 568 444 235 157
is_linear=0
shrinkage=0.1


Tree=768
num_leaves=31
num_cat=0
split_feature=1 3 4 4 3 3 4 2 4 2 4 2 3 3 4 4 1 0 4 4 2 3 2 4 4 1 1 2 2 2
split_gain=0.000110567 0.000235326 0.00740009 0.00154514 0.00122098 0.00149016 0.000331017 0.000125513 0.000407598 0.0011141 0.00227591 0.00594228 0.00952948 0.0190959 0.000416496 0.000390824 0.00118224 0.000631116 0.000596759 0.000376935 0.00035544 0.000309061 0.000239531 0.000194757 0.000393479 0.000192118 0.00040773 0.000335059 0.00025274 0.00079824
threshold=81.320481529800006 0.10220000000000003 39.184300550350009 41.571132012400007 0.086230000000000015 0.09450500000000002 42.456897412850005 -0.037054999999999998 42.094663496250007 1.0000000180025095e-35 41.872294782850005 -0.033799999999999997 0.089920000000000014 0.084565000000000015 42.388109226950007 40.984321400500008 62.036171360100006 86.382848189450016 37.903039192800001 42.488347682450005 -0.039434999999999998 0.07907500000000002 0.048475000000000011 40.00488309970001 34.883496062400006 74.739136026450012 72.187789260650007 -0.10423499999999999 -0.053159999999999992 -0.06483499999999999
decision_type=2 2 2 2 2 2 2 2 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 6 -6 20 9 10 11 -9 13 21 -10 17 -17 18 -11 -16 25 -13 -19 24 -24 26 28 -27 29 -1
right_child=1 -3 3 4 5 -7 -8 8 14 15 -12 12 -14 -15 19 16 -18 22 -20 -21 -22 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.00011417269852886588 -0.0004800535491704238 0.00051157701701051836 -0.097423277102108338 -0.10011760761645763 0.082103934436781267 -0.10008679075366855 0.011246008648039749 0.0028323416406785631 -0.0031468615538809662 -0.00022598836172490358 -0.0014430900267869327 0.068708334822347866 0.045485228726970361 -0.062672706858104804 0.0024212038136050594 -0.0014573546794942073 0.005242113766175012 -0.0019527459927162366 0.0044816821021144955 -0.00043964235462796649 -0.0026600181131137051 0.10005228169915166 -0.0010994333702079285 -0.00069732105995119753 0.0027157332087685221 -0.0018819402403246683 -0.0029001111551606173 0.00078517231359418686 -0.0013377264329725402 0.0036174281054794453
leaf_weight=20.664056173386559 0.50315749974781754 0.50374426745592826 0.0092254418115130209 0.0017235108955691624 0.0011223485743023787 0.0010434326959518625 0.0015979452868597477 0.52571482269559056 0.50276490249888528 0.54677847148317915 0.50408311089653957 0.0055986717346827586 0.086796174782733715 0.026317860851690966 0.51960000598140244 0.50903416715981775 0.5458790939782816 1.0148662202573175 0.53054352746153199 4.0526251122863144 0.52835690324411544 0.0071804925937613007 0.51404300487174859 2.5054554806648701 0.57018429662468861 0.52475459069956798 0.53226572165195563 4.5998077631602037 1.5390246255527653 0.58960532398572141
leaf_count=1556 276 73 162 330 32 12 88 13 46 24 15 21 35 32 19 52 58 30 34 261 13 25 43 36 109 247 92 165 44 91
internal_value=6.0639e-07 -0.00102728 -0.00252415 -0.0724301 -0.0304102 0.00151071 0.0404808 2.56413e-05 0.000284229 0.000733801 0.00360235 0.00750549 0.02702 -0.0139732 -0.000414933 0.000241704 0.00200938 -8.64871e-05 0.00209238 -0.000114528 -9.00754e-05 0.0863202 -0.000596273 -0.000212775 0.000906925 -4.23471e-05 -0.000164152 0.00051206 -0.000100261 -1.0653e-05
internal_weight=42.967 1.02161 0.51787 0.0147127 0.00548724 0.00376373 0.00272029 41.9453 12.9675 7.89248 1.15569 0.651608 0.125893 0.039097 5.07499 6.73678 1.05491 5.68187 1.07732 4.57223 28.9779 0.0127792 4.60455 3.58968 1.08423 28.4495 23.325 5.12456 22.7927 21.2537
internal_count=4034 973 900 624 462 132 120 3061 853 527 141 126 113 78 326 386 110 276 58 280 2208 46 218 188 152 2195 1783 412 1691 1647
is_linear=0
shrinkage=0.1


Tree=769
num_leaves=31
num_cat=0
split_feature=0 0 2 4 4 3 2 2 2 2 2 2 3 3 3 3 0 3 2 0 2 3 2 2 0 3 3 4 3 0
split_gain=0.000100886 0.000252293 0.000519111 0.00302175 0.00554833 0.00406367 0.00649989 0.00324841 0.00171369 0.000521956 0.00152576 0.000987464 0.000373136 0.000634846 0.00046966 0.000609456 0.00295535 0.000890694 0.000523072 0.000681424 0.000445103 0.00122364 0.000762295 0.00114086 0.000775399 0.000956403 0.00110352 0.000822363 0.000348377 0.000316537
threshold=96.959242474650011 87.170566421650008 -0.094519999999999993 40.720231579350006 39.861052345600008 0.088435000000000027 -0.116995 -0.117885 -0.08854999999999999 -0.077729999999999994 -0.071864999999999998 -0.055334999999999995 0.41214500000000009 0.12084500000000002 0.091935000000000031 0.087555000000000022 86.135510041400025 0.086520000000000027 -0.073609999999999995 86.643628628100018 -0.097799999999999984 0.092260000000000023 -0.086139999999999994 -0.076484999999999984 85.995710218650018 0.11148000000000002 0.096315000000000026 39.861052345600008 0.089415000000000022 86.565663342300013
decision_type=2 2 2 2 2 2 2 2 2 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 7 -7 -3 -4 -10 -11 -12 13 14 15 17 28 18 29 -20 -16 -22 -23 -24 27 26 -26 -25 -17 -1
right_child=-2 2 8 -5 -6 6 -8 -9 9 10 11 -13 -14 -15 20 16 -18 -19 19 -21 21 22 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.00082636685238764911 -0.00031357988086578475 0.0081189988451975861 -0.0053240813299730363 0.0011110090651283132 0.067028570136533738 -0.023421381770024632 0.052046168949754772 -0.088563844329411279 0.0033490108934507677 -0.0048623669655288356 0.0046785977574406862 0.00033054964497600514 0.0017160517973056439 -0.0021792538973065614 -0.00081904589834510492 0.0021901497788073252 -0.0081345843109018132 0.0039024652413226129 -0.0048939868506118469 0.00020994337414352495 0.0054798431034376177 0.0023906371349570097 -0.0045028727741089061 0.00023824868246781684 0.00044957871564845462 -0.00046383985002011502 0.0068468699792767268 -0.0043210451516973837 -0.00081379542795646407 -0.00063105151990187523
leaf_weight=2.5796210854997126 8.2562562885279487 0.0067783067839144451 0.53840442660793897 1.5597668707184069 0.019747860031202435 0.019781303751315704 0.026976387394824997 0.0071312127658976765 0.58958703082667518 0.54446813899276492 0.55364802785367828 9.2292175349338006 1.0372629324335765 1.5421526348803229 2.0512179676420885 0.517920333552084 0.58120092953413394 0.5237429179396712 0.54273290849502387 0.50495771862915717 0.52907731042000516 1.545122084654764 0.53820311067829507 1.4240425532166234 0.51411199880385561 1.0200947073753921 0.56705131030321354 0.54779203353451311 1.5165151563050627 3.5288363845465938
leaf_count=534 1565 37 56 313 16 36 26 32 105 48 48 376 28 36 70 38 43 42 210 7 15 30 18 32 10 11 33 65 72 82
internal_value=6.04055e-07 7.53432e-05 0.000421702 0.0020856 0.0209892 0.00600287 0.0201189 -0.0414489 0.000183463 0.000455086 0.000289872 0.000576622 -0.000134531 -0.000227829 -6.97081e-05 -0.000527319 -0.00184568 -7.83072e-05 -0.000369651 -0.00243403 0.00046955 0.000864913 0.000468309 -0.000175811 0.00039595 0.00173253 0.00380485 -0.00102836 -4.90603e-05 -1.55791e-05
internal_weight=42.9634 34.7072 13.0955 1.64018 0.0804151 0.0606672 0.0467577 0.0139095 11.4553 10.9169 10.3273 9.78287 21.6117 20.5744 19.0322 10.2955 2.61564 7.67989 7.15615 1.04769 8.73671 6.6855 6.15642 4.6113 4.07309 2.10126 1.08116 1.97183 2.03444 6.10846
internal_count=4034 2469 1093 460 147 131 62 69 633 577 472 424 1376 1348 1312 1028 153 875 833 217 284 214 199 169 151 54 43 97 110 616
is_linear=0
shrinkage=0.1


Tree=770
num_leaves=31
num_cat=0
split_feature=0 0 0 2 1 1 1 1 1 0 2 1 1 1 3 4 1 2 1 0 2 1 1 0 2 4 4 2 3 1
split_gain=8.95776e-05 0.000304196 0.000148252 0.000397944 0.00167045 0.00262954 0.00168636 0.00303163 0.00350849 0.000245264 0.000400166 0.000617376 0.000215154 0.000158703 0.000401214 0.00122198 0.00221238 0.00152772 0.000312048 0.000149632 0.000246382 0.000212196 0.000414345 0.000175274 0.000543441 0.00325098 0.00601651 0.00350389 0.00338179 0.00263709
threshold=102.89804648475001 102.21786657775002 97.878695155250014 0.12427500000000002 61.87486387225001 70.123053416500014 67.300172379550006 65.29995953045001 62.079186690200011 99.239054969250006 -0.030380000000000001 75.806453904250006 80.677940036650014 75.634392583900009 -0.27628999999999998 36.491284729650012 61.93938686740001 -0.23349 75.408562100950022 96.959242474650011 -0.10423499999999999 74.739136026450012 72.378669787950017 87.170566421650008 -0.094519999999999993 40.720231579350006 39.861052345600008 -0.12546499999999997 0.09180000000000002 66.45599652655001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 13 -5 6 7 8 -6 -4 11 -11 -12 14 15 -1 17 -17 19 21 -21 22 23 -16 25 26 27 29 -29 -25
right_child=-2 -3 9 4 5 -7 -8 -9 -10 10 12 -13 -14 -15 18 16 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.081446051219478052 -0.0013198844350048831 0.0024022661295718915 -0.0025843273416245724 0.0005790751262293066 0.037624932029037737 0.058773638501407356 -0.014464251147554752 0.055346770166801007 -0.030360181343267192 -0.0011791913864671378 -0.0027563046548252728 0.0036495075663672675 -0.00049376429574473778 -0.0017315725724156368 -0.00013239061610322047 -0.033875136634840708 -0.10006919185171192 0.077596722381580885 0.0024801680197969345 0.00028641607247772581 -0.0019077504536317283 0.0010453618304305972 -0.0028479780126334968 0.011822667134725144 5.910167824018844e-05 0.0010551096257006745 0.073047803720345875 -0.013852588938205474 0.044085759333075146 -0.069451442862654519
leaf_weight=0.0010466541449395692 0.50755371623060241 0.52780510242369061 0.53286231930956729 0.55269686845347488 0.01408285228535533 0.012200503180127165 0.021934336935373722 0.015440726224710488 0.016466685972385153 0.5064859925908245 0.5313418884089901 0.55484901027410771 2.0111146378209526 0.5181097831018836 21.031588469212071 0.0034466866201838539 0.0031170802775213335 0.0019111829971301111 0.51511389970960308 1.0068420044173367 1.0407748727448041 2.0201044313256906 0.50679742429478025 0.0072448868158971882 8.8723315141181196 1.5578066614771326 0.017826493887696415 0.016388244199559199 0.026148415231318722 0.0088924270582566578
leaf_count=53 960 61 101 41 14 40 37 38 34 47 51 188 53 105 1147 37 26 53 18 22 28 22 53 22 449 232 14 45 22 21
internal_value=7.35558e-07 1.65245e-05 -1.35102e-05 4.87068e-05 0.00253529 0.0160291 0.0083514 0.019233 0.000979877 -0.000581863 -0.000285775 0.00134518 -0.000966607 6.35607e-06 3.09331e-05 -0.0204937 -0.0330833 0.00588752 3.62686e-05 1.4087e-06 -0.000828848 5.13145e-05 -1.13498e-05 3.42328e-05 0.00036777 0.00204347 0.0221698 0.00671192 0.0217637 -0.0329632
internal_weight=42.9603 42.4528 41.925 37.7883 0.632822 0.0801251 0.0679246 0.0459903 0.0305495 4.13665 3.60379 1.06134 2.54246 37.1555 36.6374 0.0095216 0.00847495 0.00535787 36.6279 36.1127 2.04762 34.0651 32.045 31.5382 10.5066 1.63431 0.0765005 0.058674 0.0425367 0.0161373
internal_count=4034 3074 3013 2573 204 163 123 86 48 440 339 235 104 2369 2264 169 116 90 2095 2077 50 2027 2005 1952 805 356 124 110 67 43
is_linear=0
shrinkage=0.1


Tree=771
num_leaves=31
num_cat=0
split_feature=2 2 4 0 0 0 2 2 1 3 3 2 4 4 4 0 4 2 3 3 3 1 1 0 2 4 1 4 3 0
split_gain=9.27997e-05 0.000681738 0.00027163 0.00255494 0.00357738 0.00299926 0.00340116 0.00641174 0.00087189 0.000874025 0.000750006 0.000747003 0.00195995 0.00127343 0.000675804 0.00176817 0.0201288 0.00536186 0.0041414 0.00317631 0.0137107 0.00116322 0.000655256 0.000565089 0.00154839 0.0023581 0.00092651 0.000570393 0.0015297 0.000489408
threshold=-0.06483499999999999 -0.072524999999999992 42.283941020600004 86.103248543850015 85.812895065800021 85.791387400750025 -0.083064999999999986 -0.12546499999999997 61.45546440395001 -0.144095 0.093325000000000033 -0.23349 48.96897326980001 48.86568841230001 42.402981339000007 86.89903215050002 43.047778594550003 -0.092479999999999993 0.084090000000000012 0.084565000000000015 0.088555000000000023 73.553525990900013 62.014663695050011 86.162394622750014 -0.08786999999999999 40.890797847750008 62.020040611300011 41.535369675400013 0.093735000000000027 86.756543869550015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 23 4 5 6 7 8 9 11 14 12 13 -4 -5 -16 17 18 -17 -18 21 -21 -10 27 26 29 -25 -1 -29 -26
right_child=-2 -3 3 10 -6 -7 -8 -9 22 -11 -12 -13 -14 -15 15 16 19 -19 -20 20 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.00010912514533613691 0.00016461861506592566 -0.0035214502736780223 -0.034408824551193568 0.0037486452051178573 -0.072258844106965897 0.10003180858614139 0.039901262281396302 -0.10006672165239379 0.10002686755773427 -0.055146640285278305 0.0043623843525542163 0.047888334472020261 -0.10004372830889158 0.10001789823049095 0.00099751835397199665 -0.075572631658583578 0.0018170583208673942 -0.097819630034756286 0.041995799651085464 -0.086054126509645668 0.070151722389255503 -0.038518357627618668 0.01033112600692669 -0.0042702662045182339 0.0015422646959550638 -0.0085257473016873177 5.9685579440763053e-05 0.0063301409715771475 -0.0012248120102596009 -0.0027419045086058539
leaf_weight=6.4632096548328652 19.158041186328283 0.57866909298715796 0.0013470686756234806 0.51995073410584236 0.011125963905215031 0.00243637611856684 0.0082329043930265133 0.0091146723565600513 0.0015631054993718854 0.0026810491430069305 0.55216893622733776 0.0032227067858912051 0.0016974545837911137 0.0014777751930523664 2.5537702280707899 0.0060998705004420284 0.51776595320468555 0.027829945683755408 0.005888529092435757 0.016182831538856135 0.0097049521442169606 0.0075492046434690865 0.0017004993758291675 0.52209859364669675 0.5176713920663647 0.59381307518929549 9.2411056120022597 0.54275375470149334 0.52943408980169693 0.54989230030706904
leaf_count=336 1421 81 41 15 30 4 31 77 2 60 70 7 11 3 88 21 462 41 19 50 22 23 68 6 5 109 733 51 20 127
internal_value=7.99521e-07 -0.000131067 -4.65806e-05 0.000674828 -0.0231341 -0.00680608 -0.0151927 -0.0350829 0.00818377 -0.00593586 0.00092664 0.0110992 -0.0151177 0.0359145 0.000408975 -0.000143197 -0.00507216 -0.073735 -0.0178247 -0.000112032 -0.0299837 -0.0709329 0.053291 -0.000208727 -0.000652103 -0.00347427 -0.000171864 0.000463486 0.00259959 -0.000664472
internal_weight=42.9582 23.8002 23.2215 4.26151 0.0445996 0.0334736 0.0310372 0.0228043 0.0136897 0.0104261 4.21691 0.00774501 0.0045223 0.00282484 3.66474 3.14479 0.591021 0.0398183 0.0119884 0.551203 0.033437 0.023732 0.0032636 18.96 11.4246 1.66138 9.7632 7.5354 1.07219 1.06756
internal_count=4034 2613 2532 1145 334 304 300 269 192 122 811 62 55 44 741 726 638 81 40 557 95 73 70 1387 980 241 739 407 71 132
is_linear=0
shrinkage=0.1


Tree=772
num_leaves=31
num_cat=0
split_feature=1 1 1 4 3 3 0 1 3 3 0 0 0 0 3 0 0 4 3 1 1 3 3 1 3 0 2 4 1 4
split_gain=9.55128e-05 0.000495347 0.00035473 0.000971402 0.000276064 0.00151214 0.00477921 0.00282503 0.00190677 0.00107332 0.00121066 0.00124004 0.000452474 0.00146677 0.000267427 0.000184079 0.000125627 0.00086902 0.000612554 0.000351385 0.000215644 0.000206491 0.00119289 0.00187573 0.000782195 0.00184626 0.000421438 0.000706688 0.000291589 0.000279613
threshold=61.901748453550006 61.87486387225001 61.93400995115001 40.583589072600013 0.093325000000000033 0.092075000000000032 85.877418060900013 61.622148808000013 0.078905000000000017 0.049900000000000007 77.693751511800016 71.131225215400022 76.451683855550016 71.332859575200004 0.087125000000000022 85.812895065800021 85.812895065800021 41.147265497500008 0.092075000000000032 61.987779113750001 62.025417527550012 0.10661000000000002 0.10249000000000003 80.677940036650014 0.11002000000000002 97.991610396700011 -0.010319999999999999 40.280372415600006 62.009286778800011 41.605323437500005
decision_type=2 2 2 2 2 2 2 2 2 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 9 10 11 -1 13 -13 -10 -6 17 -4 20 -18 -19 22 28 -24 25 -23 27 -26 -21 -29
right_child=2 -3 16 -5 15 -7 -8 -9 14 -11 -12 12 -14 -15 -16 -17 19 18 -20 21 -22 24 23 -25 26 -27 -28 29 -30 -31
leaf_value=-0.10006663121049367 0.001190707611338548 0.0033485024952155449 -0.0028950346984636392 -0.0048618158351509885 -0.00027879738235782418 -0.0007761296659737891 -0.084897642957032643 0.078170147559894959 -0.047371525540991929 0.08470525674971438 -0.10002843573994707 0.0260566717163449 0.051039064912254344 -0.10002067619042428 -0.1000887585549104 0.0014821779665994607 -0.001501477374836122 -0.00026364521664135721 0.0044948478878624803 0.0016755217918000675 0.002243269372060974 0.0070717683069356141 -0.0072374587929864625 0.0010896259706431146 -0.003699687560966588 -0.0013163000167553324 0.0025846070972344033 0.0015651022114908032 -2.2078885364729516e-05 -0.0003906669153073358
leaf_weight=0.001009037945704506 0.52815782290223612 0.52012656411925906 0.54096698578816926 0.53254481846201429 1.4334273772990402 0.497420660340266 0.0089794088462440413 0.0039897182243202592 0.0017291947520448039 0.001438962439806347 0.0012440980163717094 0.0047582582331200385 0.0026980525440194469 0.0011447587123898373 0.0021696758455949094 1.0131795731249438 1.5793207079723277 1.0150988713722884 0.54198730134478967 1.052206042248147 0.51834291505652563 0.54554785940467787 0.57731747585469173 0.50901745650741015 0.54189425422575999 0.50558323466626476 0.56185741844838855 1.0304626332297746 26.357335887899197 2.5154887486019999
leaf_count=175 19 17 140 41 83 6 10 14 37 12 24 26 10 85 36 9 44 65 64 32 135 33 64 22 92 20 79 26 2574 40
internal_value=2.95394e-07 0.00050147 -4.40803e-05 -0.00184807 3.41302e-06 -0.00207362 -0.0242057 0.0027978 -0.0157739 0.00355176 -0.00720691 0.00480951 0.0171131 0.00160678 -0.076708 0.000450451 5.76017e-06 0.000674664 0.00160512 -4.31586e-05 0.000583757 2.41916e-05 -8.57183e-05 -0.00333569 0.000573581 0.00303719 1.66467e-05 -0.000336309 4.30891e-05 0.000177685
internal_weight=42.9464 3.49332 39.4531 1.0607 2.97319 0.526582 0.0291612 0.0201818 0.016192 0.0122932 0.0108542 0.00961011 0.00860107 0.00590302 0.00389887 2.44661 38.3924 2.6164 2.07543 35.776 1.53344 34.1967 28.4959 1.08633 5.70083 1.05113 4.6497 4.08785 27.4095 3.54595
internal_count=4034 544 3490 60 527 435 429 419 405 332 320 296 121 111 73 92 3430 404 264 3026 200 2982 2692 86 290 53 237 158 2606 66
is_linear=0
shrinkage=0.1


Tree=773
num_leaves=31
num_cat=0
split_feature=2 2 4 4 1 2 0 2 0 1 2 3 0 0 0 2 4 4 1 4 1 3 2 2 2 2 4 0 4 3
split_gain=0.00012416 0.000538272 0.000254158 0.000575679 0.000285698 0.000864873 0.000865465 0.000713247 0.000515272 0.000432698 0.000821637 0.000390388 0.000344794 0.000610969 0.00104938 0.000450549 0.000269521 0.000246507 0.00235919 0.00191843 0.00146185 0.0140272 0.0148319 0.00756764 0.00854426 0.00608366 0.00397241 0.00252959 0.00217311 0.00163436
threshold=-0.06483499999999999 -0.072524999999999992 42.558389508100007 43.157831852650006 63.705703859100005 -0.053159999999999992 88.098084476650016 -0.037054999999999998 93.399723909900004 71.246828915000023 0.070580000000000018 0.098075000000000023 85.925810307250018 86.565663342300013 86.479632682150012 0.051245000000000013 38.244973486750006 42.622319549950006 61.45546440395001 41.827117825850003 62.095317438950012 0.084565000000000015 -0.089795 -0.083064999999999986 -0.086719999999999992 -0.11347 43.384297312450009 96.163458868000006 43.961868063600001 0.096885000000000013
decision_type=2 2 2 2 2 2 2 2 2 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 4 -4 5 -2 7 -7 -6 10 -10 16 15 14 -14 -9 -11 18 19 -1 -19 22 26 24 25 29 -22 28 -28 -23
right_child=2 -3 3 -5 8 6 -8 12 9 11 -12 -13 13 -15 -16 -17 -18 20 -20 -21 21 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.062009146118908988 0.0046127615351895315 -0.003161917027585723 -0.0036126192881917509 -1.2016855072317519e-05 -0.002888475110056445 -0.0033516235868864827 0.0043639033477351598 -0.0031098018487612025 0.0048299422981897188 -0.0020866988237580575 -0.00075322672104148418 -0.0026252147647155221 0.0059751102469718115 0.00010273968158242611 -0.00029809860089162856 0.00048954763251616695 0.00029149299372982376 0.00034642602237536956 -0.00023288963552516129 -0.061709627004451741 -0.098313596116394508 0.023098215443311414 0.095604025643688972 -0.092172705727526533 0.047797407804370452 -0.091653559549045707 0.089769834663060835 -0.10006496319040022 -0.015924155154559905 -0.047305319368538115
leaf_weight=0.0096395869153352853 0.56337166829689511 0.57979860919082682 0.53874532657106033 2.5262561559857875 0.57693019423245218 0.5326025912452258 0.52818701119213063 0.51813795799396167 0.53869820464478724 0.51082394773921169 0.51612011463294039 0.55072350668665393 0.57269091033776953 2.0298069349064463 0.49900379031896591 1.0576826586721173 7.1002577602001731 3.0881802878426616 20.000270946915112 0.0014406765291972165 0.0051330972650753285 0.011359235206148788 0.029694924341522544 0.011495020103064135 0.020140853938800163 0.011942068969082342 0.0037506084063352327 0.0016883133717732731 0.0040413321394193735 0.0046459067778243926
leaf_count=155 41 81 107 297 131 23 35 87 61 135 30 90 43 43 2 59 237 265 1318 12 38 44 70 21 11 80 13 253 229 23
internal_value=2.60724e-07 -0.000152357 0.000189704 -0.000644907 0.000348641 0.000873879 0.000506793 0.000115755 1.06855e-05 0.000192163 0.00209811 -5.41581e-05 0.000510583 0.00112258 0.00305417 -0.000693937 0.000131879 -7.71555e-05 -0.000207333 0.045923 0.000738939 0.0124064 0.0550167 -0.0192803 -0.00185598 -0.0376399 -0.0274583 0.0109064 0.0349511 0.00266177
internal_weight=42.9433 23.7832 19.16 3.065 16.095 6.30148 5.73811 5.20992 9.79355 9.21662 1.05482 8.16181 4.67732 3.1015 1.07169 1.57582 7.61108 23.2034 20.0114 0.0110803 3.19207 0.103891 0.0443083 0.0595831 0.0480881 0.0279472 0.0146134 0.00948025 0.00779194 0.0160051
internal_count=4034 2613 1421 404 1017 333 292 257 684 553 91 462 234 88 45 146 372 2532 1485 167 1047 782 603 179 158 147 533 495 242 67
is_linear=0
shrinkage=0.1


Tree=774
num_leaves=31
num_cat=0
split_feature=2 2 4 4 3 2 3 2 3 1 2 3 0 4 2 3 3 3 0 2 2 2 1 4 2 2 2 3 4 4
split_gain=0.000100568 0.000435165 0.00024728 0.000661273 0.000895851 0.00185371 0.00121129 0.000667699 0.000619866 0.000397821 0.000256521 0.00024415 0.000572922 0.000240326 0.000229107 0.000201672 0.000747805 0.000568833 0.0011317 0.000387879 0.000286515 0.000620215 0.000941699 0.000568124 0.00169582 0.00225124 0.00103074 0.000867708 0.00958304 0.00406623
threshold=-0.06483499999999999 -0.072524999999999992 42.141702038450013 41.827117825850003 0.10661000000000002 0.035605000000000005 0.10249000000000003 0.096390000000000017 0.099855000000000027 62.272755675600003 0.10957500000000002 0.079605000000000023 96.741477366050006 42.402981339000007 0.17076500000000003 0.082535000000000011 0.081155000000000019 0.086030000000000009 87.48511602295001 -0.094519999999999993 -0.076484999999999984 -0.082334999999999992 70.776348742200014 41.806790701050012 -0.08786999999999999 -0.083064999999999986 -0.08786999999999999 0.088145000000000015 42.719328117250008 42.047301293400004
decision_type=2 2 2 2 2 2 2 2 2 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 6 -6 8 -8 11 -4 -7 12 -2 -11 -13 16 -1 18 -17 -20 21 23 -23 26 27 -26 -19 -25 29 -29
right_child=2 -3 9 -5 5 10 7 -9 -10 13 -12 14 -14 -15 -16 17 -18 20 19 -21 -22 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.00021452452010816748 0.0037651708360911676 -0.0028406207678749944 -0.0029952544433638996 0.0037704952212530827 0.0069161273797069683 -0.0017000165274142687 -0.0056665485225257739 -0.00074237954445456849 0.0036070969992135411 -0.0021974730742827255 0.0014528711987048639 -9.6396610319089866e-06 5.0326477365004404e-05 0.0001325156241465259 -0.0021527815909497218 0.0055256827385395651 -0.0041989731112575283 -0.00020056000579827236 0.0013857303008867226 -0.0019501760751804735 0.00088704930177400032 -0.0054896212852646661 0.00044279131511167769 0.00085222017630268002 0.0084572726571851588 -0.00059310571871781001 -0.0046554703183246142 -0.012127437539398432 -4.6893391936318578e-05 -0.070374723202942524
leaf_weight=4.5770467363841725 0.57005435324808629 0.58078551100586295 0.53907221024592988 0.55482298058019175 0.59127367954038668 0.51035254138685082 0.5523516241806401 0.54913391369442621 0.52920953095008449 0.49700852007920993 0.5219842471385796 7.6301233841732001 1.5278880127853367 4.0499590083423751 0.53370076689507051 0.55118458487470734 0.52507001321258329 9.2549671974252607 1.0249962465981006 0.52815189602162149 2.4168908402042808 0.55012831938620332 0.5209750272496062 1.0218329040611216 0.58461524924528874 0.51870557357169322 0.55023924600454499 0.020522012437680703 0.52518269370305948 0.028811058635019648
leaf_count=1092 142 81 159 70 47 20 30 13 35 26 38 288 133 304 116 126 99 495 85 59 46 92 45 59 45 19 63 34 109 64
internal_value=3.89829e-07 -0.000136973 0.000170903 0.000386906 0.000248013 0.00245138 -5.28007e-05 -0.00321166 0.000269638 -0.000426685 -0.00010581 9.75224e-05 0.00105973 -0.000122165 -0.000149745 -6.92887e-05 -0.000624573 8.72617e-05 0.00163285 0.000251347 -0.000116105 -0.000294694 -0.00260415 -9.68779e-05 0.00118768 0.00420241 -0.000450556 -0.000895951 -0.00400525 -0.0461445
internal_weight=42.937 23.7801 19.1569 14.0709 13.5161 1.62361 11.8925 1.10149 10.791 5.08604 1.03234 10.2618 2.09794 4.54697 8.16382 23.1993 5.10212 18.0972 2.10433 1.55315 15.9929 13.576 1.0711 12.5049 2.69967 1.10332 9.80521 1.59635 0.574516 0.0493331
internal_count=4034 2613 1421 932 862 105 757 43 714 489 58 679 275 330 404 2532 1191 1341 270 144 1071 1025 137 888 330 64 558 266 207 98
is_linear=0
shrinkage=0.1


Tree=775
num_leaves=31
num_cat=0
split_feature=1 3 4 4 3 3 1 0 1 2 1 1 1 1 1 3 2 4 3 1 1 4 4 3 3 0 1 4 1 3
split_gain=8.85845e-05 0.000180884 0.00650177 0.00151594 0.00117412 0.00101739 0.000143426 0.000350682 0.000941627 0.000340049 0.00139224 0.00245456 0.00137531 0.00262568 0.00284966 0.000400775 0.000856236 0.00122247 0.00197203 0.000231913 0.000263509 0.000228776 0.000867835 0.000153428 0.00121316 0.00318858 0.000408771 0.00196748 0.000904444 0.000389346
threshold=81.320481529800006 0.10220000000000003 39.184300550350009 41.571132012400007 0.086230000000000015 0.089920000000000014 77.543197856500015 97.878695155250014 72.752365468100024 0.12427500000000002 61.87486387225001 70.123053416500014 67.300172379550006 65.29995953045001 62.079186690200011 -0.27628999999999998 -0.031449999999999999 40.040005255000004 -0.55648999999999993 75.634392583900009 75.408562100950022 40.636252116050009 42.522337019050006 0.09013000000000003 0.088145000000000015 87.278104746850019 61.987779113750001 35.050303764500008 62.00390986255001 0.09091500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 -5 -6 7 9 -9 15 -11 12 13 14 -12 16 17 -1 -19 20 23 -8 -23 24 26 -26 -17 -28 -29 -25
right_child=1 -3 3 4 5 -7 21 8 -10 10 11 -13 -14 -15 -16 19 -18 18 -20 -21 -22 22 -24 29 25 -27 27 28 -30 -31
leaf_value=0.072421630050736652 -0.0003954125193188332 0.00042894036005179941 -0.096818499749498563 -0.10010735191505792 0.064325532233170918 -0.043239558203246313 -0.0010797934429931213 0.00032570940278497571 -0.0048111188778931901 0.00056643244194790011 0.033734348760736971 0.057265147184598492 -0.013140790508376649 0.051686133578111929 -0.02794819150147437 -0.0018784805719333983 -0.1000601567272002 0.018064446844616118 -0.10005695906992969 -0.0021079365893121229 0.0022787876846445719 0.0046418549997780129 -1.2305908986044974e-05 0.0028683285654660003 -0.0088789327816034616 0.00047164285210944852 0.055967292284085562 0.0042141416293398305 1.0163991787057412e-05 0.00012792982932551626
leaf_weight=0.0014780253747157523 0.50344285985155179 0.50346236785382992 0.0083948821612333992 0.0015643267921458077 0.0015619756206133317 0.0020119344879243606 0.54430421703799625 1.0073325144605723 0.55262187796788542 0.55240311303653866 0.013870882678020335 0.011598550188976986 0.021870831631531473 0.014947805235763667 0.016280809785813366 1.0353199719541546 0.0011974999753976562 0.0035242891996979386 0.0023596895422996894 0.51381128497695172 0.51441037440872506 0.54593720824800596 1.5053559230575999 0.53475903374092126 0.56447625134950286 1.0303718179650152 0.0063174785976433103 0.52935832793730142 15.387926237190781 17.000920345125486
leaf_count=64 276 73 162 330 101 31 127 51 171 41 14 32 37 38 34 375 53 26 26 53 18 72 127 28 80 57 21 28 819 669
internal_value=3.75597e-07 -0.000920206 -0.00223409 -0.0706342 -0.0278541 0.00377171 2.27887e-05 -2.47414e-05 -0.00149404 3.59632e-05 0.00233797 0.0147933 0.00743763 0.0174171 0.000428036 -3.16008e-06 -0.0216391 -0.00888318 -0.0293065 1.82927e-06 3.14442e-05 0.000742758 0.00122637 -5.88878e-07 -0.00020104 -0.00283787 4.69333e-05 0.00017212 0.000149975 0.0002115
internal_weight=42.9332 1.02044 0.516976 0.0135331 0.00513824 0.00357391 41.9128 39.3172 1.55995 37.7572 0.630972 0.0785689 0.0669703 0.0450995 0.0301517 37.1262 0.0085595 0.007362 0.00588398 37.1177 36.6039 2.5956 2.05129 36.0894 18.5538 1.59485 16.9589 15.9236 15.9173 17.5357
internal_count=4034 973 900 624 462 132 3061 2735 222 2513 196 155 123 86 48 2317 169 116 52 2148 2095 326 199 2077 1380 137 1243 868 847 697
is_linear=0
shrinkage=0.1


Tree=776
num_leaves=31
num_cat=0
split_feature=3 3 3 2 0 3 1 2 4 3 0 0 1 1 4 2 1 4 0 2 1 0 4 0 0 1 2 4 3 2
split_gain=8.18055e-05 0.00130085 0.000297678 0.000393428 0.000850301 0.000293647 0.00206134 0.000861456 0.000230109 0.000224365 0.000747286 0.000638742 0.00223692 0.00100096 0.000423371 0.000399107 0.000312622 0.000414541 0.000385892 0.000854906 0.000661475 0.00182651 0.00299756 0.000464995 0.000333773 0.000272434 0.000215436 0.000419373 0.0192758 0.0150436
threshold=0.11531000000000002 0.11148000000000002 0.12535000000000004 -0.028049999999999999 92.501778894350011 0.10433500000000002 61.998532946250002 -0.079634999999999997 41.436838994450007 0.094175000000000023 97.39208423365001 85.877418060900013 61.998532946250002 62.095317438950012 37.73036952315001 -0.070909999999999987 61.950140699950005 43.182896969600009 86.256490657300006 -0.046635000000000003 62.084563606450011 87.170566421650008 42.899217095850013 86.054856297550018 86.20003303655001 61.853356207250009 0.066710000000000019 42.006870117350005 0.084565000000000015 -0.083064999999999986
decision_type=2 2 2 2 2 2 2 2 2 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 8 -5 9 -7 -8 -4 16 11 25 -13 -14 -12 -15 17 -1 19 23 21 22 -20 -18 -25 -11 27 -22 29 -29
right_child=2 -3 3 4 -6 6 7 -9 -10 10 14 12 13 15 -16 -17 18 -19 20 -21 26 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0026494483873727489 -0.0025033210731302824 0.0048845522703882512 0.00012211036345650668 0.0044297027524090012 -0.0013011945386514157 -0.006640642683753948 -0.00089323540308405077 0.0036142896787207364 -0.0013079732590413429 0.00043377998560441722 0.00023976508513798034 0.0076474330267745838 -0.00055885703118765484 0.0013068177819029719 -0.0037981704702178248 0.005071566965301681 0.00074546640633489864 0.00019123212599964784 -0.0093227255052086028 -0.0028538716574048515 1.0845090569797371e-05 0.0032878104761814237 -0.00024245314108673496 0.0050004304169259809 0.0014188291005036754 -0.0023588431573504489 -0.0005507698348640003 -0.014660432745173937 -0.00035153193571178516 0.07717599853786454
leaf_weight=1.0397858449799731 0.57500801821864644 0.54980048287590122 2.5297133408335442 0.5327422883165116 0.50366284970638731 0.52492601221820434 1.5224572774658625 0.58764512280567838 2.0264734021929143 0.87890211348218261 0.50392522753390412 0.55518741462947252 2.0349769816966732 0.57317866407231699 0.53567737746730248 0.55352462966834393 2.5719052560645319 1.0153660130106099 0.56915227106947641 0.52427344957975197 12.322152554775357 0.5250331290772009 1.0064256638797813 0.53243614148232132 0.50887053878977895 0.57976579957797725 4.5532963461417877 0.025861546208002351 2.1100264106347035 0.057484740965059011
leaf_count=354 79 63 70 25 22 24 57 81 30 36 55 19 25 104 112 48 283 174 39 73 868 21 29 36 4 49 345 495 288 126
internal_value=3.2848e-07 5.68704e-05 -0.00033669 -0.000113926 0.00164465 -1.64269e-05 -0.00103294 0.000362071 -0.000513954 6.3346e-05 0.000605727 0.00109717 0.00179312 0.000765105 -0.00184087 0.00315636 -5.98527e-05 -0.00124598 3.6472e-05 0.000919754 -0.000136162 -0.00182035 -0.00352256 0.0014673 0.00325016 -0.000676183 4.93673e-05 0.000237621 0.00151163 0.04868
internal_weight=42.9296 36.762 6.1676 5.59259 1.03641 36.2122 2.63503 2.1101 4.55619 33.5772 6.21514 5.17554 3.71687 3.16168 1.0396 1.1267 27.3621 2.05515 25.3069 4.13749 21.1694 2.10061 1.57558 3.61321 1.04131 1.45867 19.0688 14.5155 2.19337 0.0833463
internal_count=4034 3808 226 147 47 3745 162 138 100 3583 448 281 196 177 167 152 3135 528 2607 396 2211 89 68 323 40 85 2122 1777 909 621
is_linear=0
shrinkage=0.1


Tree=777
num_leaves=31
num_cat=0
split_feature=2 2 4 1 2 0 4 3 4 0 2 3 1 2 3 2 0 2 2 1 0 4 3 4 4 1 2 0 3 1
split_gain=0.000130575 0.00050344 0.000263208 0.000286455 0.000802183 0.000815437 0.000878559 0.000977722 0.000654097 0.000733905 0.000593473 0.000781273 0.000382007 0.000680207 0.000287564 0.000270568 0.000248425 0.000202843 0.00138901 0.000585117 0.00110775 0.000317704 0.000327503 0.000313413 0.0007603 0.000302501 0.0066458 0.00356532 0.00579153 0.00545299
threshold=-0.06483499999999999 -0.072524999999999992 42.536568606950006 63.705703859100005 -0.053159999999999992 87.818484831100008 41.32819714970001 0.10661000000000002 41.965809985500009 93.399723909900004 -0.010319999999999999 0.088555000000000023 71.397382570300024 0.070580000000000018 0.098075000000000023 -0.02903 85.925810307250018 -0.086139999999999994 -0.08786999999999999 62.052302108850007 87.350693116400024 41.535369675400013 0.090390000000000012 43.111435027700004 41.360869295700006 75.499969677400017 -0.092710000000000001 97.674372337300014 0.088655000000000025 78.285212300550015
decision_type=2 2 2 2 2 2 2 2 2 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 -2 6 7 10 9 -5 11 -6 13 -11 -14 -4 -12 18 25 21 -21 -19 -23 24 -22 -1 27 -27 -29 -30
right_child=2 -3 15 8 5 -7 -8 -9 -10 12 16 -13 14 -15 -16 -17 -18 19 -20 20 23 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.00014913853813913118 0.00452554744048998 -0.0030660066747525824 -0.0026509031163682844 -0.0036284641451373063 0.00053152069886020111 0.0042793910214098275 -0.0036274550182636063 0.0032813891676025612 0.0034467485754098599 0.0043385742087071128 8.3849354967665982e-05 -0.0049655817996414747 -1.3547171172774197e-06 -0.00074102652163544197 -0.0023855503153293657 -0.00020697651564003142 0.0026011356704039412 -0.00059847852569415005 0.004979427225057665 -0.0056730924100839505 -0.0022450571767200149 -0.00024064533321979144 0.0022768574848724666 -0.0025966098231888831 0.0030084554802849856 0.056410857187152878 0.058004323600620467 0.0010318601951657695 -0.10021315587081669 0.0027601458925218232
leaf_weight=14.891214200613659 0.56302232128291496 0.57993919926574733 0.51937150218864214 0.57144957537221763 0.51769212142698939 0.52807887901690254 0.54826775495416402 1.0430592922784852 0.53230019078029656 0.53901628376479382 1.5597816470207577 0.51648739811656696 6.5861560130593153 0.5159758326735755 0.54797362080934053 3.5449660585967573 0.52365570201527578 2.9225842405330704 0.56622505586876926 0.5714826484343124 0.54719018855138679 1.0307645192672228 1.0362223770789567 0.51093156855439525 0.55477033236715911 0.011009796258689586 0.020570526936431577 0.50682240698323655 0.011197744688190389 0.0095102834986299928
leaf_count=1285 41 81 96 123 31 37 101 22 56 55 60 15 334 30 82 315 23 39 56 115 120 51 19 36 69 60 24 472 38 148
internal_value=7.36971e-07 -0.000155833 0.00019501 0.00038736 0.000938803 0.000553198 0.000135329 0.000631165 4.31826e-05 -0.000163621 -0.000255519 -0.00221383 7.81609e-05 0.00185424 -0.000184485 -0.00051928 0.00071655 -8.30566e-05 0.000114877 -0.000524963 -0.00188989 7.2587e-05 0.00102143 -0.000549424 0.000399768 -6.33996e-05 0.00222015 8.93719e-05 -0.00108608 -0.0529221
internal_weight=42.9277 23.7704 19.1573 15.0929 5.80005 5.23702 4.70894 4.16068 9.29287 8.76057 3.11762 1.03418 8.18912 1.05499 7.13413 4.06434 2.08344 23.1905 16.0166 7.17395 2.18437 4.98957 2.06699 1.61289 1.10196 15.4503 0.559111 0.53854 0.52753 0.020708
internal_count=4034 2613 1421 1010 330 289 252 151 680 624 129 46 501 85 416 411 83 2532 2083 449 340 109 70 225 189 2027 742 718 658 186
is_linear=0
shrinkage=0.1


Tree=778
num_leaves=31
num_cat=0
split_feature=2 2 2 3 3 2 3 3 3 3 3 3 4 4 3 4 0 2 1 1 3 2 1 3 3 1 0 0 0 3
split_gain=0.00011226 0.000450507 0.000317758 0.000295549 0.00090902 0.000556661 0.00595772 0.00744796 0.0109653 0.0100805 0.00682365 0.00678363 0.00750657 0.00476274 0.0017523 0.00369789 0.00074889 0.000490747 0.000439199 0.000684323 0.000201603 0.000268381 0.000194651 0.000175951 0.00177936 0.00046537 0.00136925 0.0144018 0.0126982 0.00887808
threshold=-0.037054999999999998 -0.033799999999999997 -0.039434999999999998 0.096315000000000026 0.10111000000000002 0.04932000000000001 0.09180000000000002 0.087555000000000022 0.08729000000000002 0.084090000000000012 0.081515000000000018 -0.059734999999999996 41.827117825850003 41.385032804600009 0.078310000000000018 40.241071441700008 93.399723909900004 0.061925000000000015 61.982402197500001 62.213609596700003 0.087245000000000031 0.066710000000000019 73.037342029850024 0.10371000000000001 0.10828500000000003 61.966271448700006 86.054856297550018 97.39208423365001 86.565663342300013 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=2 -2 23 5 -5 6 7 8 9 10 11 12 16 -9 -13 -16 -3 -7 -6 -20 21 -19 -21 -1 -25 -26 -27 28 -28 -30
right_child=1 3 -4 4 18 17 -8 13 -10 -11 -12 14 -14 -15 15 -17 -18 20 19 22 -22 -23 -24 24 25 26 27 -29 29 -31
leaf_value=4.4621163381427607e-05 0.0030938825117664665 0.042198497441697153 -0.0025415618869888607 0.004581743044450852 -0.0011425725589380912 0.0029875747168417559 -9.8053223407813914e-05 -0.03115943246463071 0.097780310670558368 -0.0986113728872135 0.089223987703648255 -0.10022221603011171 -0.10022331667252159 -0.10069757150436578 -0.10018619310166449 0.092912909718419784 0.097185024947063714 0.0022378576938222039 0.0041550680014036546 0.00065303544613974467 -0.0014613645316250037 -0.00017401846010364175 -0.0014453617947749913 -0.0059234566046022195 0.0014655811466398935 0.00051086852236214761 -0.094154613027679024 0.00089662890302973823 0.046255864868464974 -0.0480686980913268
leaf_weight=23.695531476362572 0.5297344237442293 0.0043498440310117958 0.52834668278342078 0.5369797068030947 1.5615645574695802 0.52859412135392503 1.014348211333423 0.025451927117849493 0.0091832880793276672 0.012473496475288059 0.0077162350930137782 0.007915964087819697 0.0032992616196362281 0.016067105869734366 0.0023743126475892487 0.0017031025626415008 0.0057524152318819688 0.51367209304251638 0.53787712672055965 2.5581807819102673 1.0337079984690918 4.530524753369658 0.53440534942353801 0.5586096380796518 1.5420953997779459 2.031083336697606 0.031686263921074098 0.51971293815023634 0.016707270337803948 0.024776840627489305
leaf_count=2513 15 38 14 58 33 92 37 37 6 41 26 27 73 94 5 40 9 12 29 57 110 304 72 82 40 24 14 77 20 35
internal_value=7.08801e-07 0.000233456 -0.000111657 0.000120764 0.000664896 -0.000283186 -0.0023546 -0.0261265 -0.00191091 -0.0219943 0.0068686 -0.0181551 0.0307385 -0.0580694 -0.0727892 -0.0195303 0.0735089 6.50451e-05 0.0002598 0.000863 -0.000189127 7.15932e-05 0.000290428 -6.64842e-05 -0.000623708 8.69125e-05 -0.000723326 -0.0049514 -0.0464886 -0.0100805
internal_weight=42.9244 13.9759 28.9485 13.4461 5.72901 7.71713 1.11064 0.096287 0.0547679 0.0455846 0.0331111 0.0253949 0.0134015 0.041519 0.0119934 0.00407742 0.0101023 6.6065 5.19203 3.63046 6.0779 5.0442 3.09259 28.4202 4.72467 4.16606 2.62397 0.592883 0.0731704 0.0414841
internal_count=4034 1215 2819 1200 249 951 433 396 265 259 218 192 120 131 72 45 47 518 191 158 426 316 129 2805 292 210 170 146 69 55
is_linear=0
shrinkage=0.1


Tree=779
num_leaves=31
num_cat=0
split_feature=2 2 4 4 3 3 3 3 3 2 1 4 2 0 4 4 4 0 2 4 4 0 3 2 2 2 3 4 4 2
split_gain=9.84887e-05 0.000409224 0.000221331 0.0004829 0.000581465 0.000635845 0.00163888 0.000688253 0.000587517 0.000413594 0.000395623 0.000256576 0.000230275 0.000197193 0.000767531 0.0194335 0.00480891 0.00577006 0.000754736 0.000621313 0.000738704 0.000595192 0.0015938 0.000322285 0.00202109 0.000559824 0.000945531 0.000540731 0.000348585 0.0118883
threshold=-0.06483499999999999 -0.072524999999999992 42.141702038450013 41.827117825850003 0.11922500000000003 0.11531000000000002 0.10661000000000002 0.10249000000000003 0.099855000000000027 0.096390000000000017 62.272755675600003 42.402981339000007 0.22598000000000004 86.256490657300006 41.806790701050012 41.942745071500006 42.753078181500008 85.624702996650015 -0.077729999999999994 41.685324604100011 41.535369675400013 86.643628628100018 0.086520000000000027 -0.088224999999999984 -0.083424999999999985 -0.079634999999999997 0.079430000000000014 43.157831852650006 42.141702038450013 -0.096529999999999991
decision_type=2 2 2 2 2 2 2 2 2 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 6 7 8 12 -9 -4 -12 -2 14 19 -16 17 -17 21 20 -1 22 -15 28 -25 26 -26 -27 -23 -30
right_child=2 -3 10 -5 -6 -7 -8 9 -10 -11 11 -13 -14 18 15 16 -18 -19 -20 -21 -22 23 -24 24 25 27 -28 -29 29 -31
leaf_value=1.3202746942114324e-05 0.00019991352215110956 -0.0027573205134600806 -0.0029645550657627306 0.0032727772265426468 0.0034930619172953963 -0.0033208898110332116 0.0055048996784033037 -0.0042826763570100145 0.0035084282836624738 -0.00041787801041275079 -0.0022383871238323568 0.00016961507343722805 -0.0019463278011802401 0.00054941222084617749 0.092950052470430089 0.036711628352560755 0.001992358819696621 -0.075507505631837127 -0.0038472806504672888 -0.0033015426475146779 0.0039064320796715147 3.6300786690695939e-05 -0.0044840879637766048 0.0063743730313703083 0.0011413607790205871 0.0035649163323926182 -0.0048862012670251491 -0.0010316425575113374 0.00066731322297174187 -0.068402456075887852
leaf_weight=6.9768213280494749 9.727883842115455 0.58091679230897852 0.53658635327423088 0.55189737545629114 0.532680888508822 0.51512018406259663 0.56947636309053251 0.5567248731790897 0.52856438154728458 0.55090088225198741 0.49676396100347009 4.0499517297577254 0.52698982135607408 1.5348227109498105 0.023473844805266819 0.0063161888878942021 0.53939814788301654 0.01668714547122363 0.57427455930227544 0.5162076254312068 0.5239612796983123 8.2026789687372208 1.065958505412709 0.57509197750644503 0.5057418222058917 0.52675150948994087 0.53614961766127689 0.4977748303181766 0.53758218445447425 0.026131089626423076
leaf_count=342 503 81 159 70 37 16 52 30 35 13 26 304 176 28 9 36 298 36 73 12 27 696 25 97 6 66 121 8 585 67
internal_value=1.50316e-07 -0.000135818 0.000168956 0.000373405 0.000254948 0.000122016 0.000264346 1.33705e-05 0.000257197 -0.00236044 -0.000396545 -9.34778e-05 8.96199e-05 -7.01371e-05 0.000309559 0.00380361 8.27656e-05 -0.0446947 -0.00029413 5.42162e-05 0.000285161 -0.000148471 -0.00151362 0.000162757 0.00113104 -0.000328202 -0.00196038 0.00133164 -0.000129008 -0.00253444
internal_weight=42.9103 23.7667 19.1435 14.0602 13.5083 12.9757 12.4605 11.8911 10.7834 1.10763 5.0833 4.54672 10.2549 23.1858 8.60287 0.585875 0.562401 0.0230033 14.583 8.01699 7.50078 14.0087 2.60078 11.4079 2.64151 2.06642 1.04189 1.02453 8.76639 0.563713
internal_count=4034 2613 1421 932 862 825 809 757 714 43 489 330 679 2532 760 379 370 72 1772 381 369 1699 53 1646 298 201 127 74 1348 652
is_linear=0
shrinkage=0.1


Tree=780
num_leaves=31
num_cat=0
split_feature=4 4 0 0 3 4 4 0 1 1 3 1 3 1 1 1 2 3 2 0 3 0 0 3 3 3 3 4 3 0
split_gain=9.73446e-05 0.0005669 0.000732927 0.000350286 0.000633728 0.00161832 0.00077691 0.00293379 0.015268 0.0123333 0.00212868 0.000415816 0.000363816 0.000778054 0.0145399 0.00844286 0.000326054 0.00410867 0.0107758 0.00655469 0.00687455 0.00305192 0.00163461 0.00144371 0.000697021 0.000280862 0.000246244 0.000540653 0.000617877 0.000345503
threshold=40.563919884450009 40.720231579350006 87.278104746850019 97.39208423365001 0.093325000000000033 40.340071172300007 39.685256516350002 85.925810307250018 66.590419433100024 63.705703859100005 0.10546000000000001 61.93400995115001 0.093735000000000027 73.037342029850024 81.320481529800006 78.10777406390001 -0.13953999999999997 0.085910000000000028 -0.14259499999999997 86.420486603250012 0.093905000000000016 88.17067284620002 90.533827542850005 0.09914000000000002 0.11002000000000002 0.089835000000000012 0.07907500000000002 38.748048509250005 -0.15572 97.096353839300008
decision_type=2 2 2 2 2 2 2 2 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 11 6 7 -6 9 -9 -11 -1 25 -14 15 -15 17 -3 19 -19 22 -22 -21 -23 -25 -5 27 29 -29 -13
right_child=1 16 -4 12 5 -7 -8 8 -10 10 -12 26 13 14 -16 -17 -18 18 -20 20 21 23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.002899761440837072 -0.0050603200960767786 9.8710585949572142e-05 -0.00042689184131505331 -0.00064477899909197835 -0.00034938051275137298 0.006425927954957839 -0.00034637181119405864 0.10019013551009687 0.0020748313748442547 0.039267079036688288 -0.0030455231097193066 -0.0024187125689386578 -0.00019482554821173857 -0.10038690359052733 0.0001571707141897826 -0.01690987320240192 -8.3842251546689838e-05 -0.081142960867385455 0.094524952894585568 0.10008513076602354 -0.072599341914683535 -0.036822247068930294 0.034534830356773016 0.04115023759282635 -0.00088173789017544394 0.0022180451368039584 -0.00032094872811923482 6.8798263755752822e-05 0.0049251435832978509 0.0012214322091615105
leaf_weight=0.51918647572302568 0.51539048674506016 1.0221481956921579 1.0112349952028807 1.0195412206568657 1.4379595415753668 0.53896781286003648 3.0630296534585 0.029595224037620937 0.56359608641304015 0.023619778759893961 0.023941140827446361 0.53991983782798081 1.0078215864596134 0.023390297663975268 0.50581697019178506 0.025136073326624597 23.279364240792571 0.0079075188507147232 0.016965549029919147 0.0086849007493583485 0.0063633799654780878 0.0057317298245962425 0.0067693661918610268 0.0085389914058939809 0.0073339177736784214 0.51619935715162246 5.6174843188848547 0.51197813742948028 0.53655307208430236 0.50427373748971149
leaf_count=162 72 610 39 366 58 23 48 15 103 19 24 104 8 75 111 33 1619 19 10 6 16 31 39 26 18 81 250 16 30 3
internal_value=2.89187e-07 -0.000121782 -0.00199114 0.000186154 0.000400322 0.00121272 0.000666261 0.0021584 0.00778629 0.0495063 0.0179678 -0.000160473 -0.000775492 -0.00184998 -0.00485913 -0.0571468 -4.67703e-06 0.00168538 0.0254325 0.00259599 0.0178455 -0.0117319 0.0713724 0.00619588 0.0217298 0.000317485 2.39844e-05 0.000949886 0.00255388 -0.000660773
internal_weight=42.9044 25.8964 1.52663 17.008 13.9101 5.68071 5.14174 2.07871 0.640752 0.0771561 0.0475609 8.2294 3.09791 1.56216 0.554343 0.0485264 24.3698 1.09044 0.0682954 0.0513298 0.0434223 0.027968 0.0154543 0.0216046 0.0158729 1.53574 7.71021 2.09272 1.04853 1.04419
internal_count=4034 2505 111 1529 855 290 267 219 161 58 43 565 674 227 219 108 2394 775 165 155 136 91 45 75 44 447 403 153 46 107
is_linear=0
shrinkage=0.1


Tree=781
num_leaves=31
num_cat=0
split_feature=2 2 2 2 3 3 1 4 3 4 4 3 2 4 3 3 4 3 3 3 3 2 2 0 0 3 3 3 1 3
split_gain=0.000110147 0.000476279 0.000351455 0.000293782 0.000300521 0.00142745 0.00440129 0.00366684 0.00148144 0.0017396 0.00108546 0.00198609 0.000332436 0.000588527 0.000709711 0.00758876 0.00852044 0.0087571 0.00166662 0.000381831 0.00050252 0.000321668 0.000343375 0.000342836 0.000326224 0.00024674 0.00156754 0.00039514 0.000590649 0.000380915
threshold=-0.037054999999999998 -0.033799999999999997 -0.039434999999999998 -0.032369999999999996 0.078005000000000019 0.049900000000000007 70.077349628250019 41.806790701050012 -0.092630000000000004 40.280372415600006 36.620308449100001 -0.089139999999999997 -0.0034049999999999996 42.824128352900011 0.12746000000000005 0.12084500000000002 40.280372415600006 0.094175000000000023 0.09117500000000002 0.12201500000000003 0.10433500000000002 0.04932000000000001 0.061925000000000015 86.162394622750014 91.394134144600017 0.10371000000000001 0.10828500000000003 0.12201500000000003 62.079186690200011 0.21629500000000004
decision_type=2 2 2 2 2 2 2 2 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 25 -3 5 6 7 8 9 -5 11 -8 13 14 15 16 17 -6 -18 20 21 23 -23 -14 -24 -1 -27 28 -28 -29
right_child=1 3 -4 4 12 -7 10 -9 -10 -11 -12 -13 19 -15 -16 -17 18 -19 -20 -21 -22 22 24 -25 -26 26 27 29 -30 -31
leaf_value=6.8191382726909015e-05 0.0031715733471208624 -0.0022504690073950231 -0.0026699564000097534 0.072220600196553103 -0.04112017737239531 -0.00074797282292722762 0.04908237372151867 -0.10019401799323187 -0.015942104554516303 -0.0015872314517655015 -0.10017906986532638 -0.10016154914979521 0.00037527392153585584 -0.00031163507370374004 0.00022070635037847085 -6.7048082722645234e-05 0.087637124946074771 0.032835336768284783 0.047661812794626363 0.0026814730240626323 -0.0021566205744948446 0.0028638889541737801 0.002492947352270381 -0.0032757229785775489 1.7154706661621609e-05 -0.0056955806677710568 0.003852616148706558 -0.001813120477312763 -0.00021263704033960644 0.00067102483346831985
leaf_weight=23.690590217614897 0.52998181306247971 0.50519506756952104 0.52683802630901055 0.0068096840145699389 0.025521280295123017 0.49929885049347789 0.0016390555533156714 0.0031070569614576318 0.0086511125571635539 0.0060131322117626951 0.0067260051122608466 0.0019554991718138126 0.50522222118292393 1.007012407087913 0.50225267491987324 0.50417429871595232 0.014952718758650008 0.042966443567390433 0.034474406810431901 0.53161142647273685 1.0324856842896029 0.52656316944506354 0.57915950648398862 0.52389910432422326 6.5660588538868367 0.55899799962758923 0.54531177407469411 1.5440258424872864 1.0371588166805092 1.0283993002501532
leaf_count=2513 15 12 14 18 35 40 38 95 5 39 100 9 29 72 8 7 43 14 30 39 77 40 104 111 235 82 34 44 75 57
internal_value=5.8569e-07 0.000231221 -0.000110747 0.000115237 0.000207665 -0.00211466 -0.0216664 0.00134371 0.0160352 0.0376092 -0.0764709 -0.0321089 0.000307741 0.00144421 0.00301683 0.00527432 0.0281127 0.00527654 0.0597552 7.17722e-05 -7.07626e-05 0.000176754 0.000399447 -0.00148335 0.000217831 -6.32791e-05 -0.000724009 -5.51361e-05 0.00118823 -0.000820014
internal_weight=42.8971 13.9657 28.9313 13.4357 12.9306 0.5342 0.0349015 0.024581 0.0214739 0.0128228 0.0103206 0.00359455 12.3964 2.13135 1.12434 0.622089 0.117915 0.0684877 0.0494271 10.265 9.73339 8.7009 7.67178 1.02912 7.14522 28.4045 4.71389 4.1549 1.58247 2.57243
internal_count=4034 1215 2819 1200 1188 344 304 157 62 57 147 47 844 209 137 129 122 49 73 635 596 519 379 140 339 2805 292 210 109 101
is_linear=0
shrinkage=0.1


Tree=782
num_leaves=31
num_cat=0
split_feature=2 2 3 4 1 4 3 2 2 4 4 4 0 2 0 4 4 3 2 1 2 3 3 3 3 2 0 2 1 3
split_gain=0.000111786 0.000301947 0.00279624 0.00963295 0.00494377 0.00487789 0.00175402 0.0012418 0.00100428 0.000723623 0.000258511 0.000299026 0.000119887 0.00155 0.00669444 0.00519109 0.00724055 0.00223484 0.00130129 0.000916275 0.000522936 0.000830212 0.000707153 0.00068293 0.0014356 0.000627892 0.00044019 0.000185838 0.00014851 0.000699794
threshold=0.22598000000000004 0.10957500000000002 0.10301500000000002 41.436838994450007 62.272755675600003 39.952536079750011 0.083495000000000028 0.17076500000000003 0.15607500000000005 43.961868063600001 37.784765830350004 36.893814626400008 85.667718326750006 -0.075639999999999999 83.941728207000011 42.488347682450005 42.719328117250008 0.10184000000000003 -0.10423499999999999 55.782817748650011 -0.13734499999999997 -0.11012 -0.18112999999999999 -0.55648999999999993 -0.25095999999999996 -0.23375499999999999 85.764502819450016 -0.10623499999999998 61.987779113750001 0.090390000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 4 -3 7 9 -6 -8 -5 11 -2 13 14 17 27 -17 18 19 -1 21 22 23 -21 -25 -23 -14 -16 29 -28
right_child=10 2 -4 6 5 -7 8 -9 -10 -11 -12 -13 26 -15 15 16 -18 -19 -20 20 -22 25 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-0.074024235020827375 -0.0016289080662773719 0.087556118290953527 0.000138742619701738 0.077366424276859108 0.0071400890337244231 0.060629928307265185 -0.10016557830367689 -0.054736597733993191 -0.032393158868646486 -0.034761741547885659 -0.0026294936632385532 0.001801583672455382 0.0027885889102643724 -0.00031423018386426743 -0.077428892367474439 0.099479440020699084 -0.10003965843961103 0.063828601383779812 -0.10005242389659162 0.048897607411110412 0.069645889748655238 0.0040723704089384504 0.083128849126307802 -0.10003290829527388 0.029065197425458683 -0.10005294111586112 -0.0028446488037185526 -0.10032262686477855 7.1223905028632866e-05 4.1047264178890381e-05
leaf_weight=0.0012811389355296627 0.50479658098063829 0.016979451215772601 0.57420232432276097 0.0011596722398863344 0.0061939710986820273 0.013453500532300211 0.0060339989936419869 0.0068086402648646072 0.0034290613589149643 0.0011426517768854394 0.52809517604152745 0.51162944333550442 0.57042796796611028 1.3811447304395148 0.0057554780871527109 0.0041002132817311568 0.0032690311724579146 0.0076291152207659243 0.0012680364908987949 0.0023922391440248814 0.0015262118795360399 0.001214735497626851 0.0015456300769649545 0.0013860608909097866 0.0022755118144068675 0.0011067839145137356 1.0270749197661633 0.0092349728784029139 33.074343202485167 4.6228189407272566
leaf_count=67 85 22 40 20 28 11 38 14 21 39 146 13 69 207 31 4 64 21 11 29 11 87 89 60 12 59 39 27 2600 70
internal_value=6.25416e-07 3.18258e-05 0.00220538 0.0237026 0.0454439 0.0184165 -0.0565624 -0.0252608 -0.0756074 0.0217168 -0.000834658 9.78684e-05 -1.7706e-06 -0.000902765 -0.0193829 -0.0577496 0.0109718 0.0202864 -0.00344758 0.00617652 0.0151524 0.00676926 0.0227579 0.00734434 -0.0198039 -0.0455694 3.09065e-05 -0.0915327 -9.71561e-06 -0.000483534
internal_weight=42.8937 41.3492 0.629403 0.0552009 0.0434356 0.0264561 0.0117654 0.0130026 0.00946306 0.00230232 1.54452 1.01643 40.7198 1.42513 0.0439852 0.0223597 0.00736924 0.0216255 0.0139963 0.0127283 0.0114472 0.00992096 0.00759944 0.00605381 0.00366157 0.00232152 39.2947 0.0149905 38.7242 5.64989
internal_count=4034 3790 233 193 75 53 118 42 59 59 244 98 3557 779 572 126 68 446 425 414 347 336 190 101 72 146 2778 58 2709 109
is_linear=0
shrinkage=0.1


Tree=783
num_leaves=31
num_cat=0
split_feature=2 2 3 4 1 3 3 3 2 4 4 4 0 2 0 4 4 3 2 1 2 4 0 1 2 2 3 3 2 4
split_gain=9.04642e-05 0.000247102 0.00240252 0.00826895 0.0045601 0.00465451 0.0062628 0.00155017 0.00104602 0.000621244 0.000208947 0.000242262 9.82076e-05 0.00136881 0.00596269 0.00458207 0.00654595 0.00189194 0.00117394 0.000784187 0.00044834 0.000838071 0.000357234 0.0002259 0.000140836 0.000480089 0.000398233 0.00038629 0.00136601 0.00345706
threshold=0.22598000000000004 0.10957500000000002 0.10301500000000002 41.436838994450007 62.272755675600003 0.091645000000000018 0.089675000000000019 0.083495000000000028 0.15607500000000005 43.961868063600001 37.784765830350004 36.893814626400008 85.667718326750006 -0.075639999999999999 83.941728207000011 42.488347682450005 42.719328117250008 0.10184000000000003 -0.10423499999999999 55.782817748650011 -0.13734499999999997 48.226196960950006 85.764502819450016 61.778079379550007 -0.037054999999999998 -0.033799999999999997 0.078005000000000019 0.098545000000000021 -0.086139999999999994 40.523311941050004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 4 -3 6 -6 9 -9 -5 11 -2 13 14 17 23 -17 18 19 -1 21 -21 -14 -16 27 -26 -27 -24 -29 -30
right_child=10 2 -4 7 5 -7 -8 8 -10 -11 -12 -13 22 -15 15 16 -18 -19 -20 20 -22 -23 24 -25 25 26 -28 28 29 -31
leaf_value=-0.070485518129568381 -0.0014643796208825047 0.085336768811067526 0.00012487475274954366 0.07406731122378088 0.043078741475483538 0.057270775666387663 -0.10026098613012589 -0.10014981071123868 -0.029462867442828618 -0.031668424716171636 -0.0023625759054667489 0.0016234842235943231 0.0025142676480999597 -0.00028276374565955684 -0.074088838306150692 0.099335486018131511 -0.10003588653312474 0.059889641912095795 -0.10004743575418079 -0.049502651034693097 0.0658820580459476 0.022087012821293002 5.1855607695624911e-05 -0.10029212290103931 0.0032299707440735718 -0.002557770154123569 0.00027277513182460912 0.0001820565967505309 0.00014146927523984431 -0.0094118348782084495
leaf_weight=0.0012144728996993726 0.5053338969305714 0.015743408780054369 0.57413999433188345 0.0010936980612097367 0.0061625824675299867 0.01359608458849948 0.0060314074316920596 0.0054606040394924449 0.0033950003509453097 0.0011295683105326249 0.52893373834112378 0.51101373523298577 0.56945184154096651 1.3813638800145129 0.0054234176647973706 0.0037151418176790676 0.0029580476094253072 0.0073338026949016913 0.0011474211979136681 0.0020981813887517037 0.0014558465777552076 0.0074112727338899731 21.68274506949038 0.0083640196418315327 0.52692090450364126 0.52120313052002387 10.724197811014768 3.624202193423697 1.0538068343425933 0.59135391463418896
leaf_count=67 85 22 40 20 24 11 18 38 21 39 146 13 69 207 27 4 64 21 11 300 11 36 1804 31 14 101 437 209 79 65
internal_value=5.30619e-07 2.86089e-05 0.0019991 0.0224518 0.0429271 0.0170383 -0.0278201 -0.0543078 -0.0730503 0.0203465 -0.000750688 8.81805e-05 -1.72305e-06 -0.00081798 -0.018797 -0.0570621 0.0109595 0.0190969 -0.00335088 0.00575863 0.0142031 0.00629135 2.78264e-05 -0.0899848 -8.73729e-06 0.000279819 0.000141585 -0.000134775 -0.000902734 -0.00329247
internal_weight=42.8884 41.3431 0.626752 0.0526124 0.0415335 0.0257901 0.012194 0.0110789 0.0088556 0.00222327 1.54528 1.01635 40.7164 1.42249 0.0411216 0.0204606 0.00667319 0.020661 0.0133272 0.0121798 0.0109653 0.00950945 39.2939 0.0137874 38.7244 11.7723 11.2454 26.9521 5.26936 1.64516
internal_count=4034 3790 233 193 75 53 42 118 59 59 244 98 3557 779 572 126 68 446 425 414 347 336 2778 58 2709 552 538 2157 353 144
is_linear=0
shrinkage=0.1


Tree=784
num_leaves=31
num_cat=0
split_feature=2 1 1 4 4 3 3 3 0 4 0 1 4 3 3 3 3 0 0 4 4 4 0 2 3 3 1 1 3 3
split_gain=0.000111502 0.000156001 0.000340124 0.00430581 0.000977417 0.00112439 0.000900517 0.000893549 0.000352532 0.000986663 0.000239348 0.000622837 0.000164251 0.000437391 0.00112175 0.000691894 0.000594095 0.00213563 0.0149816 0.0105898 0.00518712 0.000413096 0.000520778 0.000297745 0.000235688 0.000438322 0.000813429 0.00152425 0.0010711 0.000428195
threshold=0.26941000000000009 77.543197856500015 81.320481529800006 39.184300550350009 41.571132012400007 0.086230000000000015 0.10010000000000002 0.089920000000000014 102.89804648475001 42.522337019050006 97.878695155250014 72.752365468100024 40.563919884450009 0.13041500000000003 -0.52484999999999993 0.11531000000000002 0.096315000000000026 85.242941942100018 94.047642319350018 40.280372415600006 38.179089776100007 40.720231579350006 87.278104746850019 -0.13953999999999997 0.08766000000000003 0.082535000000000011 64.407391431150018 62.116825104000007 0.085910000000000028 0.080515000000000017
decision_type=2 2 2 2 2 2 2 2 2 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 8 -4 6 -6 -5 -7 9 -3 12 -12 13 14 -1 16 -16 -18 19 20 -19 22 -14 -23 25 29 27 28 -27 -25
right_child=-2 2 3 4 5 7 -8 -9 -10 -11 11 -13 21 -15 15 -17 17 18 -20 -21 -22 23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.07422598326672368 -0.0014559966806537701 0.0052535303527748052 -0.00019549069672151602 -0.095475036901069205 -0.1000965532864333 0.062872299238740395 0.0021692321113662445 -0.038478700173214087 -0.0012063794148181844 0.000394836054888738 0.00022757309770871922 -0.0039578184087322894 -0.0043479901548627601 0.002256227778504101 3.7603654393695779e-05 -0.0023574908549549791 -0.00028568586013862497 0.054006407855830357 -0.00049016033619278 0.094581552608829764 0.0044371324973225103 0.0015615082151201063 0.00016439617051451259 0.00015846528913601119 -0.00043515990079515202 0.0042749382954459791 -0.0021359964887773023 0.0067661498931998231 -0.0012615304791971425 -0.0020822277310617358
leaf_weight=0.002028919991254762 0.51929196033790859 0.57804540316575215 0.50343810304305359 0.0066060249586594811 0.0014100434227373093 0.0015364871991918605 0.00110205853203027 0.0020050500490704781 0.50399125338078521 1.5091298921259433 1.0064253062016073 0.54977690567726045 0.51755158127928058 1.0343974699375849 10.775470627242472 1.0305626209631373 1.4187798236975049 0.033474405852757516 0.53199520204495343 0.026527930924203247 0.05715618602334871 1.0738160581168852 0.50564477594230084 5.0811113008570299 11.943734684895139 0.52943895565931676 0.54049580590584856 0.54482988533504784 1.027765357670855 1.024882528887108
leaf_count=45 166 106 268 143 324 100 12 42 106 91 51 165 72 38 560 35 35 33 55 10 40 394 10 336 496 53 83 39 28 98
internal_value=4.31356e-07 1.82844e-05 0.000700361 -0.00164393 -0.059244 -0.0245759 -0.0815144 0.00549218 0.00116729 0.00174046 -3.57048e-05 -0.00125105 1.44633e-05 0.000272515 0.000124637 0.00013551 0.00033555 0.00188807 0.006639 0.0390112 0.0227455 -0.000154373 -0.00211805 -6.20624e-05 -0.000146317 0.00024802 0.00132398 0.00221365 0.000620832 -0.000217632
internal_weight=42.8824 42.3631 3.10726 0.516098 0.0126597 0.00495158 0.00770808 0.00354154 2.59117 2.08718 39.2559 1.5562 37.6997 14.9104 13.876 13.874 12.8434 2.06793 0.649154 0.117159 0.0906306 22.7893 1.0232 21.7661 20.6923 8.74852 2.64253 2.10203 1.5572 6.10599
internal_count=4034 3868 1192 889 621 466 155 142 303 197 2676 216 2460 851 813 768 733 173 138 83 73 1609 82 1527 1133 637 203 120 81 434
is_linear=0
shrinkage=0.1


Tree=785
num_leaves=31
num_cat=0
split_feature=2 4 4 2 2 4 2 1 1 0 4 1 2 2 1 0 4 0 3 2 3 2 3 4 4 3 4 2 2 3
split_gain=0.000107029 0.000256498 0.000220232 0.000195521 0.00170625 0.0103505 0.00492342 0.00160063 0.00258703 0.00139829 0.00183279 0.000134489 0.000393499 0.0108242 0.00898132 0.000182854 9.64821e-05 0.00294595 0.00749018 0.00572175 0.00222215 0.000858801 0.00143749 0.000817801 0.000603501 0.000378967 0.000213749 0.000120747 0.0002293 0.000785322
threshold=0.22598000000000004 37.784765830350004 36.893814626400008 0.10957500000000002 0.19040000000000004 42.47354681640001 0.17076500000000003 76.599549052750021 62.046925192600007 90.633300493650012 43.961868063600001 80.677940036650014 0.061925000000000015 -0.041369999999999997 81.320481529800006 100.15850764985002 43.752965619700007 95.808582394800013 0.08729000000000002 -0.102645 0.085820000000000021 -0.084275000000000003 0.092835000000000015 47.927946529500012 49.283271594150008 -0.23921499999999998 44.56890781660001 0.066710000000000019 -0.037054999999999998 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=3 2 -2 11 5 6 7 8 -5 10 -7 15 13 -13 -15 16 27 18 19 20 23 22 -20 -18 25 -25 -21 28 -1 -30
right_child=1 -3 -4 4 -6 9 -8 -9 -10 -11 -12 12 -14 14 -16 -17 17 -19 21 26 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0001198052884721932 -0.0013670502572628029 -0.0026052236541429991 0.0015765672382971965 0.088888625442803099 0.00016624722051433673 0.022557269769331503 0.00052204926096655481 0.099942190927488239 0.0051416441408577655 -0.10011335433310714 -0.0795138171754948 0.00027757712785765213 -3.5986587784717489e-05 0.098854690829350444 -0.10007325313552121 -0.0018679219870998489 -0.061234007008373594 -0.00016834602320186902 0.079223803917491273 -0.10014450396286706 0.089560872785314896 0.086186895404805342 -0.00059205275923438232 0.0021145585471592627 -0.02677582838129924 0.049088923874790059 -0.061686980023724282 -0.00079202589321652117 0.0040238511032378525 0.00019558086186342817
leaf_weight=28.340167682466106 0.50588427538385594 0.52779809427599289 0.51080400250511104 0.0077325602102157331 0.56866653841808912 0.0032682387089053577 0.016942212651883892 0.010539247798735829 0.0070530977792486738 0.0053537446135871747 0.003809870606045429 0.51771120081229283 1.5016922008908047 0.018139099156538885 0.0025941848336467057 0.53812613820280475 0.0018810138344609326 1.0092364403679026 0.0053789113010225265 0.0049752327282863709 0.0035405624512350195 0.012112176646041917 0.003887093879711756 0.0032438167129527073 0.0029953600613392695 0.0036498251376713142 0.0020369528023479466 2.0107538580618316 0.58705716852384426 6.1430673844311485
leaf_count=1539 85 146 13 15 47 19 23 19 26 60 24 641 29 9 176 222 212 63 34 35 4 9 12 19 61 30 37 38 234 153
internal_value=6.84359e-07 -0.000816637 0.000111881 3.12232e-05 0.00178885 0.0186578 0.0422494 0.0701648 0.0489394 -0.0615512 -0.0323836 4.31137e-06 0.000795628 0.00311496 0.0739645 -3.74343e-05 -1.16035e-05 0.000932331 0.0263515 -0.0141631 0.0200996 0.0686563 0.045741 -0.000795244 0.010701 0.026985 -0.0889731 -3.84071e-05 4.80164e-06 0.000529514
internal_weight=42.8801 1.54449 1.01669 41.3356 0.623366 0.054699 0.0422671 0.0253249 0.0147857 0.0124319 0.00707811 40.7122 2.04014 0.538444 0.0207333 38.6721 38.134 1.05294 0.0437009 0.0223228 0.0153106 0.0213782 0.00926601 0.01177 0.009889 0.00689364 0.00701219 37.081 35.0703 6.73012
internal_count=4034 244 98 3790 233 186 83 60 41 103 43 3557 855 826 185 2702 2480 516 453 398 326 55 46 322 110 49 72 1964 1926 387
is_linear=0
shrinkage=0.1


Tree=786
num_leaves=31
num_cat=0
split_feature=2 1 1 3 1 1 0 4 0 2 2 4 3 3 3 3 0 0 1 4 4 0 2 0 0 4 3 3 3 3
split_gain=0.00011156 0.000129388 0.00026651 0.00292279 0.00137247 0.00420727 0.000285737 0.000733291 0.000174828 0.000579508 0.00031196 0.000139969 0.000357307 0.000965875 0.000564048 0.00047165 0.00172293 0.0125664 0.00998797 0.00547435 0.000325549 0.000436403 0.000241814 0.000232143 0.000564812 0.000250118 0.000245493 0.000355249 0.000515893 0.000350886
threshold=0.26941000000000009 77.543197856500015 81.320481529800006 0.089920000000000014 83.116371560950014 83.740093847200015 102.89804648475001 42.522337019050006 97.878695155250014 -0.08786999999999999 -0.094519999999999993 40.563919884450009 0.13041500000000003 -0.52484999999999993 0.11531000000000002 0.096315000000000026 85.242941942100018 94.047642319350018 61.93400995115001 38.179089776100007 40.720231579350006 87.278104746850019 -0.13953999999999997 85.812895065800021 85.877418060900013 41.571132012400007 0.13377000000000003 0.10661000000000002 0.10433500000000002 0.10157500000000001
decision_type=2 2 2 2 2 2 2 2 2 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 7 -3 11 10 -10 12 13 -1 15 -15 -17 18 -18 -20 21 -13 -22 25 -25 -24 27 28 29 -26
right_child=-2 2 3 4 5 -7 -8 -9 9 -11 -12 20 -14 14 -16 16 17 -19 19 -21 22 -23 23 24 26 -27 -28 -29 -30 -31
leaf_value=-0.070719166310801843 -0.0014559493638061859 0.0046101367221293571 -0.00030611571396827581 -0.10023616342785358 0.04965568297974951 -0.10006701416233937 -0.0010818065506402687 0.00041305192738790524 -0.0014302615859751167 -0.0037676410291195986 0.0020483711768581269 -0.0039227559855055582 0.0020451366573832975 4.2569385281980865e-05 -0.0021220472322215004 -0.00025627587413169117 0.084799243028076954 -0.00047821738713423663 0.050086466908611016 -0.002508630797722582 0.0014028066071157361 0.00020515313448122433 0.0015027042321024663 -0.0034971010165456467 -0.00020666440219597028 -0.00099254589343860853 -0.0013709985441883372 0.0011811764971859798 -0.0033586731273217265 0.0023886296704437038
leaf_weight=0.0019246304173677889 0.51920812970672514 0.57482437886887816 0.50378241970225424 0.0038413245040338911 0.0036778175372091937 0.0038326940518476765 0.50441748307780221 1.5092240730789017 0.51538097905617763 0.52655248897957196 0.515817815085029 0.51886363964375692 1.0329224264925532 10.775744944686748 1.0320745092530934 1.4189806477270956 0.030769960809266084 0.53193228437152129 0.032540754942601779 0.050504350641858764 1.0725519997844077 0.50574676840517441 1.5585213989529407 0.52059534510226768 13.430565087598604 0.54121265052454881 1.5231987171634944 2.0695569490417247 0.50524847609722279 0.54196768876863721
leaf_count=45 166 106 706 26 11 146 106 91 95 110 11 72 38 560 35 35 11 55 33 39 394 10 55 25 650 314 20 46 11 12
internal_value=9.78965e-07 1.8838e-05 0.000640407 -0.00143682 -0.0516164 -0.0267494 0.0010538 0.0015707 -3.03072e-05 -0.00106847 0.000309792 1.25944e-05 0.000250839 0.000117258 0.000127086 0.000307863 0.00169242 0.00597454 0.0361325 0.0181005 -0.00014326 -0.00188522 -6.1249e-05 -0.000137141 -0.00024971 0.000859546 -0.000156156 -4.43281e-05 -0.00021951 -0.000105998
internal_weight=42.876 42.3568 3.1036 0.515134 0.0113518 0.00751051 2.58847 2.08405 39.2532 1.55775 1.0312 37.6954 14.9074 13.8745 13.8725 12.8405 2.06473 0.645747 0.113815 0.0830451 22.788 1.02461 21.7634 20.6909 18.5911 2.09973 18.0705 16.5473 14.4778 13.9725
internal_count=4034 3868 1192 889 183 157 303 197 2676 216 106 2460 851 813 768 733 173 138 83 72 1609 82 1527 1133 764 369 739 719 673 662
is_linear=0
shrinkage=0.1


Tree=787
num_leaves=31
num_cat=0
split_feature=2 2 3 3 1 3 4 0 3 3 2 3 3 3 3 3 3 4 4 3 0 2 3 2 0 1 1 0 3 3
split_gain=0.000100166 0.000383214 0.000295808 0.00139343 0.000546201 0.0010776 0.000505412 0.000300707 0.000245085 0.000582153 0.000411053 0.0052018 0.00616704 0.00894969 0.00933336 0.00575869 0.0063008 0.00604047 0.00480282 0.00149555 0.00076994 0.000261856 0.000228249 0.000246259 0.000220501 0.000488997 0.00021854 0.0033412 0.0031297 0.00328791
threshold=-0.037054999999999998 -0.033799999999999997 0.10546000000000001 0.10932000000000001 61.966271448700006 0.11531000000000002 41.646178195200001 85.963448721100022 0.096315000000000026 0.10111000000000002 0.04932000000000001 0.09180000000000002 0.087555000000000022 0.08729000000000002 0.084090000000000012 0.081515000000000018 -0.059734999999999996 41.827117825850003 41.385032804600009 0.078310000000000018 93.399723909900004 0.061925000000000015 0.087245000000000031 0.066710000000000019 85.995710218650018 62.057679025150001 77.086159974350025 102.21786657775002 0.092465000000000033 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=2 -2 26 -4 -5 6 -6 -7 10 -10 11 12 13 14 15 16 17 20 -14 -18 -3 -12 23 -23 -11 -26 -1 28 29 -28
right_child=1 8 3 4 5 7 -8 -9 9 24 21 -13 18 -15 -16 -17 19 -19 -20 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-1.816286498839103e-05 0.0028615702627619692 0.039771875588024842 -0.0056253549642513653 0.0012520382495869481 0.0032566333376671946 -0.0016792582866695391 -0.0011740221805855388 -0.0050222369111633108 0.0037626473268160933 -0.0015820879961369835 0.0021900925811985301 -2.4873791330538468e-05 -0.027912316912049276 0.097048603977632875 -0.098379410972626244 0.087073654505046949 -0.10013981185207865 -0.1001782461860905 -0.10062872484850201 -0.020897291033454155 0.097402903736876198 0.0022147332371527419 -0.0014943944304092842 -9.6034519449835856e-05 0.0024265828787484911 -3.6266903055351189e-05 0.010050333650898254 -4.5439312420564723e-05 -0.019483665241514955 0.081181951300197869
leaf_weight=24.186791187945165 0.52883064739216479 0.0042415832911612515 0.53959005189453568 1.5385111061674694 0.52583813347902031 0.5124932698644783 0.50444618814799469 0.56652073560646554 0.53218956808337647 0.56122250039527344 0.52496686407734738 1.0149517775666108 0.024178874976499287 0.0077158404711212816 0.011151388392201034 0.0071564545241855617 0.0068341495980954771 0.0026335781988210414 0.014548256937974013 0.0036556739156354823 0.0051120914637294845 0.51345735000670334 1.0299667163251394 4.5306206653608383 1.039628073267522 3.5901455714807131 0.011810179420165046 0.5114661276907414 0.0088811752152979651 0.014447669884248171
leaf_count=1754 15 38 55 40 39 14 9 100 58 38 92 37 37 6 41 26 27 73 94 45 9 12 110 304 26 127 150 615 29 14
internal_value=1.09901e-06 0.000221154 -0.000105069 -0.000882335 -0.00018074 -0.0012258 0.0010873 -0.00343444 0.000117139 0.000612784 -0.000251203 -0.00203886 -0.0254728 -0.00171296 -0.020397 0.0089485 -0.0159257 0.0336024 -0.055229 -0.072524 0.0712691 4.73745e-05 -0.000137816 0.000139188 0.000289855 0.000516773 2.65231e-05 0.00200384 0.0318321 0.0491886
internal_weight=42.874 13.9532 28.9208 4.1874 3.64781 2.1093 1.03028 1.07901 13.4244 5.72319 7.70119 1.10218 0.0872279 0.0485008 0.0407849 0.0296335 0.0224771 0.0119873 0.0387271 0.0104898 0.00935367 6.59901 6.07404 5.04408 5.191 4.62977 24.7334 0.546605 0.035139 0.0262578
internal_count=4034 1215 2819 257 202 162 48 114 1200 249 951 433 396 265 259 218 192 120 131 72 47 518 426 316 191 153 2562 808 193 164
is_linear=0
shrinkage=0.1


Tree=788
num_leaves=31
num_cat=0
split_feature=2 4 2 1 1 1 0 0 0 1 4 0 2 1 2 2 2 0 2 2 0 1 0 2 2 0 0 0 4 2
split_gain=0.000113306 0.000413299 0.000190785 0.00103687 0.00506747 0.00801013 0.00432568 0.00207621 0.000636061 0.000170914 0.000148587 0.000115801 0.000754166 0.000604502 0.0086567 0.000996746 0.00138457 0.000321518 0.000240501 0.00262085 0.00703345 0.00319433 0.00173593 0.00149962 0.000375739 0.000645042 0.000234491 0.000628559 0.00115644 0.000322972
threshold=0.22598000000000004 37.784765830350004 0.10957500000000002 62.020040611300011 76.599549052750021 79.95743325765001 93.133566555000002 88.17067284620002 107.28023323745002 77.742143758150021 36.893814626400008 85.963448721100022 -0.072524999999999992 62.020040611300011 1.0000000180025095e-35 -0.054619999999999995 -0.039434999999999998 86.054856297550018 -0.10623499999999998 -0.23349 85.764502819450016 61.049507226200006 76.451683855550016 -0.231905 -0.122095 84.390700714750025 86.329079026800017 86.135510041400025 40.80591513400001 -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=2 10 11 -4 6 9 7 -5 -7 -6 -2 12 18 14 15 -14 -17 -13 19 -1 21 22 23 -21 25 -23 27 -19 -29 -28
right_child=1 -3 3 4 5 8 -8 -9 -10 -11 -12 17 13 -15 -16 16 -18 26 -20 20 -22 24 -24 -25 -26 -27 29 28 -30 -31
leaf_value=0.00059904090005761135 -0.00087606686611709081 -0.0031173958136784794 0.0004196316305653339 -0.012963007584186165 0.098684502875767535 -0.10026281407742273 -0.052492579404177689 0.041722904189591653 -0.024518448696153883 0.077533888804243889 0.0015397883052885785 0.00180738501493438 -0.057295867257801864 -0.00031819039897826898 -0.00084948015251526821 -0.013083406591081729 -0.053624105731135109 0.00040548099917212611 -0.00012274551524624024 0.028980447202120091 0.095290689527168182 -0.10015471831197963 0.092714419669868112 -0.10001921408502056 -0.1000871419253028 -0.015954481798716936 -0.00022451465810544578 -0.0060405729276632692 0.00052240913494649543 0.00042682261566703785
leaf_weight=0.51332337846421916 0.50773232955963121 0.52565238764247135 0.56005015690924009 0.012856774549220573 0.0087026899952142855 0.0022528065532574351 0.013427350883134181 0.015092402464006227 0.0021829315586549547 0.0068104773126833615 0.51062797057829812 1.0443623993360223 0.023857530668465188 0.51239075919121668 0.50360620383144616 0.019409362568513444 0.01488475857149818 1.5522936906854732 4.9656872075778615 0.0031376909533751274 0.010587304219370708 0.0014824026029776824 0.0027936674741795287 0.0012642738624425789 0.0022303393129732285 0.0023555876660257269 15.117262178997491 0.53406651451587073 0.53990341366807115 15.336134617172528
leaf_count=267 85 146 45 23 37 21 38 24 37 8 13 28 18 61 124 14 38 38 197 13 9 103 14 70 10 7 1809 21 37 679
internal_value=9.18499e-07 -0.000840158 3.23454e-05 0.00177137 0.014116 0.0555153 -0.00584389 0.0165671 -0.0629872 0.0893991 0.000335295 5.79603e-06 -0.000378414 -0.00280213 -0.00506778 -0.0415992 -0.0306794 7.9848e-05 9.46908e-05 0.00210469 0.0345091 -0.0140069 0.0310596 -0.00806912 -0.0674453 -0.0484764 2.53077e-05 -0.000881325 -0.00274125 0.000103495
internal_weight=42.8664 1.54401 41.3224 0.621376 0.0613254 0.0199489 0.0413765 0.0279492 0.00443574 0.0155132 1.01836 40.701 6.57701 1.07415 0.561758 0.0581517 0.0342941 34.124 5.50286 0.537175 0.0238513 0.013264 0.00719563 0.00440196 0.00606833 0.00383799 33.0797 2.62626 1.07397 30.4534
internal_count=4034 244 3790 233 188 103 85 47 58 45 98 3557 945 255 194 70 52 2612 690 493 226 217 97 83 120 110 2584 96 58 2488
is_linear=0
shrinkage=0.1


Tree=789
num_leaves=31
num_cat=0
split_feature=2 2 0 2 0 2 4 3 1 1 2 1 4 0 1 2 1 0 1 1 4 4 2 1 3 4 2 4 0 1
split_gain=0.000110357 9.63773e-05 0.000424631 0.00140459 0.00105348 0.000383601 0.000328637 0.000442985 0.000324151 0.00444083 0.000565508 0.00403703 0.00312577 0.00153509 0.0024655 0.00140093 0.00255856 0.000627145 0.000513942 0.000995358 0.000306997 0.000566611 0.00110544 0.000877033 0.0089419 0.0129938 0.00259601 0.00187505 0.000383913 0.00125268
threshold=0.26941000000000009 -0.06828999999999999 86.329079026800017 -0.018034999999999999 86.479632682150012 -0.072524999999999992 41.035283712600005 0.10301500000000002 75.499969677400017 75.951630643300021 -0.094519999999999993 77.946466576100008 38.804080188450008 97.878695155250014 78.285212300550015 -0.59681499999999998 83.116371560950014 101.36293689230001 76.279622535200005 77.142617595050012 42.310579034350006 43.077238082650005 -0.08786999999999999 62.009286778800011 0.084565000000000015 43.89540535710001 -0.097294999999999993 44.756878345700009 86.162394622750014 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 5 3 -3 -4 8 7 -5 20 -10 11 18 17 -14 -15 -16 -17 -13 -11 -20 28 22 -22 -23 -25 26 -26 -27 -1 -30
right_child=-2 2 4 6 -6 -7 -8 -9 9 10 -12 12 13 14 15 16 -18 -19 19 -21 21 23 -24 24 25 27 -28 -29 29 -31
leaf_value=0.00024646440168579921 -0.0014482111145288584 -0.0051582691684244029 0.0047095122404743044 0.0035214671791633325 0.00021637674513838307 -0.0027090196545988252 -0.0016238203025905396 -0.00053833999893871775 0.043484887276189488 -0.10037241083828802 0.00099894017397362546 -0.0063348368144324598 0.099964805185546596 -0.1001417140187521 0.079206246311709777 -0.10002579665018765 0.086631990722691565 -0.10012536225345359 0.0012085089777689284 -0.10003358271849833 0.00012978057330423036 0.00083453356473326334 0.0055426181159065188 -9.9952998806408059e-05 -0.026590102696248605 0.068036155429659184 -0.10052011114528842 -0.0045882015066162326 -0.0053733954149002179 -0.00043737286995466262
leaf_weight=7.5125725642683614 0.5191307300118585 0.61804030654408171 0.53956831442792541 0.52768569912155394 15.872910123072081 0.55667623925529142 0.51228585193983645 0.54776336494251154 0.024778059507914452 0.0037692573884374496 1.0339506672305598 0.0010398250107428461 0.0030868702017619052 0.0014704439145134538 0.0041903781012188942 0.0015364429250424808 0.0014066816210369848 0.002267824706271019 0.0019760925579497268 0.0019093923054791517 1.0433883192548203 1.5288632403642348 0.59101867946117215 0.51011822851292477 0.00596594173498488 0.0069829348749408382 0.023297819101031791 0.0072420848009073779 0.54111870333144807 10.314593729459276
leaf_count=407 166 111 20 56 906 54 180 9 29 5 160 9 42 8 41 145 238 152 12 30 108 155 113 277 37 8 43 32 22 459
internal_value=9.43128e-07 1.87106e-05 0.000189013 -0.00111368 0.000364091 -0.000114945 0.00046071 0.00145367 -5.26111e-05 0.00163785 0.000656505 -0.0149731 0.0151853 0.0394677 0.0177629 0.0420668 -0.0108117 -0.0706405 -0.0740645 -0.0485435 -0.000135383 0.00069344 0.00208712 -0.000400376 -0.00381075 -0.047338 -0.0854482 0.0310624 -0.000303098 -0.000683416
internal_weight=42.8606 42.3415 18.6183 2.20578 16.4125 23.7232 1.58773 1.07545 23.1665 1.08138 1.0566 0.0226532 0.0149985 0.0116908 0.00860395 0.0071335 0.00294312 0.00330765 0.00765474 0.00388548 22.0852 3.71688 1.63441 2.08247 0.553607 0.0434888 0.0292638 0.014225 18.3683 10.8557
internal_count=4034 3868 1282 356 926 2586 245 65 2532 871 842 682 635 474 432 424 383 161 47 42 1661 773 221 552 397 120 80 40 888 481
is_linear=0
shrinkage=0.1


Tree=790
num_leaves=31
num_cat=0
split_feature=0 0 4 3 0 3 3 3 2 2 2 3 3 2 2 4 4 2 3 2 2 3 0 3 4 4 4 3 2 4
split_gain=9.2769e-05 0.000300364 0.000107062 0.00278115 0.00825155 0.00384265 0.000462305 0.00109442 0.000830397 0.0040909 0.00202142 0.000635863 0.000804031 0.00123797 0.000781761 0.000478091 0.000411329 0.000269034 0.000873907 0.0018158 0.000852595 0.000347138 0.000863842 0.000344164 0.00120299 0.000688288 0.000840211 0.000448999 0.00101102 0.00041338
threshold=102.89804648475001 102.21786657775002 41.218101594450012 -0.24532499999999999 86.135510041400025 -0.26958499999999996 0.092260000000000023 0.094375000000000028 -0.083954999999999988 -0.032369999999999996 -0.08854999999999999 0.09013000000000003 0.088145000000000015 -0.06828999999999999 -0.086719999999999992 41.605323437500005 41.092444989200011 -0.056724999999999998 0.10661000000000002 0.035605000000000005 -0.073609999999999995 0.10301500000000002 86.20003303655001 0.10220000000000003 40.467253020850002 40.241071441700008 38.121007182500009 0.097450000000000023 -0.088224999999999984 40.583589072600013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 11 -8 10 -10 15 12 -4 -14 -13 -9 17 20 21 -20 23 22 -19 27 25 26 -25 28 -5 -29
right_child=-2 -3 6 16 5 -7 7 8 9 -11 -12 14 13 -15 -16 -17 -18 18 19 -21 -22 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-0.095245928949822534 -0.0013443709267059421 0.0023929366356529071 0.00018117979092382988 0.00043189692022215366 -0.041590166619984152 0.069196863475787906 -0.0052287320471124353 0.00050946933027590767 -0.0091096565685705091 0.00019562644733912306 0.006352601623031898 -0.00033475892475909991 -0.0059659066313493686 0.00085493384767251583 0.0050975650293530609 -0.0031658590295044193 0.0029005627115832881 0.004158709832252098 0.0071433276041922488 0.00010028056678192486 -0.0040310548822893996 -0.0016178083235720048 4.4552280703134703e-05 0.00040659877890312997 -0.0052900670703877701 0.0032288501384917486 -0.0042967013110363208 0.0041886918592250908 -0.0040890336867719767 0.00019995734685996562
leaf_weight=0.01147831346631889 0.5067452913485998 0.52536074477468631 11.287006949920702 5.117756101815675 0.0054908319899027447 0.0072840169867802729 0.53834708950852572 1.0154061781897783 0.57946089249910704 2.5584215692752537 0.53496957105380705 0.51052459494712821 0.55435131276089322 0.51172387090018989 0.5506427254007995 0.54330530513232123 0.53871833800871982 0.54236830150489979 0.56787042060784543 1.0300148228006945 0.56977439469341362 1.0674641780497029 8.6465109262781592 1.3799282951904288 0.52510290910504398 0.51621550093662438 0.52407612596658015 0.53600260205354266 0.54758489502773855 0.50426283191154653
leaf_count=82 960 61 1163 400 34 35 77 37 67 84 15 25 73 28 43 87 33 75 34 41 74 26 242 62 19 11 43 36 59 8
internal_value=6.32935e-07 1.67278e-05 -1.31217e-05 0.000134167 -0.0337109 0.0215788 -0.000186927 -0.000935427 -0.00049363 -0.00152274 0.00104875 0.000135028 -6.67639e-05 -0.00269185 0.00248409 -0.000771605 0.000170466 0.00010384 0.000427999 0.0026033 -0.000272127 8.90982e-05 0.000287388 -5.02063e-05 -0.00095126 -9.89122e-06 -0.000887982 0.000345566 -5.07471e-06 0.00225518
internal_weight=42.8542 42.3474 41.8221 22.6379 0.0242532 0.0127748 19.1842 5.76991 5.23156 3.13788 2.09368 13.4142 12.3531 1.06608 1.06117 1.55871 22.6137 22.0749 11.8542 1.59789 10.2207 10.2563 9.18888 9.65093 2.94532 2.42022 1.904 6.70561 5.66534 1.04027
internal_count=4034 3074 3013 1314 151 69 1699 367 290 151 139 1332 1264 101 68 124 1163 1130 418 75 712 343 317 638 135 116 105 503 459 44
is_linear=0
shrinkage=0.1


Tree=791
num_leaves=31
num_cat=0
split_feature=3 1 3 3 0 1 2 4 3 3 0 3 3 4 0 0 1 3 3 2 1 0 4 2 2 4 1 0 3 3
split_gain=0.000124044 0.00043324 0.000357899 0.00093908 0.000733823 0.000845328 0.000216627 0.000210308 0.000208868 0.00020302 0.00117349 0.000952273 0.000274603 0.000182091 0.000324921 0.000233826 0.00020914 0.00633024 0.00611604 0.00505706 0.00341861 0.00375913 0.00802217 0.00339335 0.00221616 0.00358327 0.00193034 0.000219516 0.000194194 0.00051248
threshold=0.41214500000000009 62.079186690200011 0.11660000000000002 0.11148000000000002 86.103248543850015 61.907125369850007 0.22598000000000004 38.539340721750001 0.11002000000000002 0.10661000000000002 86.329079026800017 0.10507500000000002 0.10335500000000002 37.828051409500013 93.692765846100016 96.851704149400021 76.279622535200005 0.087245000000000031 0.092260000000000023 0.15844000000000005 78.10777406390001 100.52682641375002 40.890797847750008 -0.22403500000000001 -0.016679999999999997 40.00488309970001 84.925703882750014 97.878695155250014 0.091935000000000031 0.092260000000000023
decision_type=2 2 2 2 2 2 2 2 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 -4 8 -8 9 11 -11 12 13 14 -1 -16 27 -18 20 23 -19 -22 24 -20 25 -23 -24 28 -15 -30
right_child=1 -3 4 -5 -6 -7 7 -9 -10 10 -12 -13 -14 16 15 -17 17 18 19 -21 21 22 26 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00095998325238429529 0.0022659243567755539 -0.00039144224393956433 -0.00030375070237608935 0.0040740665172649395 -8.5801759078700708e-05 -0.0060312367149942779 -1.2621863391242784e-06 -0.0028485503451378528 -0.0019654595349883164 -0.0020148297057565171 0.0046336608239185137 -0.0041985044579179176 0.0022654286747691549 -0.00010061955866956777 -0.0035461061016836444 -0.00054437597784206301 0.00017356541436989125 0.096352297330224823 0.0078350095497948351 0.081833825625803963 0.10005181427251111 -0.10006308555900419 -0.10019722516299814 -0.10008130938149301 0.097109353943935994 0.099552112935412912 0.038789268718442037 -0.0020059506677166709 0.0025637110979200442 0.00017705948748071487
leaf_weight=0.55301822888657692 1.0258834670262351 1.5262983054983834 0.50147333263612581 0.57115736531164074 2.5490428175834028 0.5300789682835898 0.51459670556904424 0.52313062992939996 0.5171312410877168 0.51390270734782739 0.54918805181877028 0.52766749020297155 0.56688008586568983 20.071871019068354 0.51753258775451272 0.52050718338842183 2.0222905885488265 0.013902181406592606 0.0054175692265863171 0.0038543210830539474 0.0062952556181699029 0.0017852982379382709 0.0055500258326901522 0.0063046038791578765 0.0069787611254383819 0.0018119962443785553 0.0012187142722765998 0.5203992844626012 1.0293054792790606 7.1454220516008187
leaf_count=254 20 67 21 78 84 19 100 120 27 24 43 36 50 1426 57 250 641 13 34 3 5 36 22 58 23 6 88 99 19 311
internal_value=6.43547e-07 0.000676722 -4.21746e-05 5.08898e-05 -0.000996501 -0.00324691 -1.26821e-05 -0.00143661 2.94064e-05 5.92293e-05 0.00141975 1.60905e-05 8.34808e-05 4.53442e-05 -0.000997882 -0.00204094 9.91608e-05 0.00106864 0.0351452 -0.0175336 0.057002 0.033861 0.00983721 -0.0502062 0.064244 0.000485255 -0.0751727 2.92171e-05 6.67119e-05 0.00047757
internal_weight=42.8499 2.55218 40.2977 36.7171 3.5806 1.03155 36.146 1.03773 35.1082 34.5911 1.06309 33.528 33.0003 32.4335 1.59106 1.03804 30.8424 2.07541 0.0531187 0.0155765 0.0375422 0.0236401 0.0173448 0.0117222 0.0105761 0.00359729 0.00676874 28.767 28.2466 8.17473
internal_count=4034 87 3947 3823 124 40 3745 220 3525 3498 67 3431 3395 3345 561 307 2784 929 288 95 193 180 175 92 65 42 110 1855 1756 330
is_linear=0
shrinkage=0.1


Tree=792
num_leaves=31
num_cat=0
split_feature=3 3 3 4 0 4 2 4 3 3 2 3 3 4 0 0 4 4 2 2 4 3 3 3 3 3 3 3 3 4
split_gain=0.000101939 0.000185259 0.000762735 0.00050152 0.00151038 0.000189802 0.000175351 0.000169871 0.000169011 0.000164651 0.00116797 0.000769314 0.000222733 0.000147452 0.000262812 0.00018863 0.00017265 0.000206939 0.000178825 0.000269486 0.000213002 0.000416037 0.00043148 0.000176179 0.000397652 0.000230883 0.000243494 0.000255639 0.00124493 0.000715779
threshold=0.43162500000000009 0.11660000000000002 0.11148000000000002 41.436838994450007 88.098084476650016 41.092444989200011 0.22598000000000004 38.539340721750001 0.11002000000000002 0.10661000000000002 -0.093879999999999991 0.10507500000000002 0.10335500000000002 37.828051409500013 93.692765846100016 96.851704149400021 40.003678352300007 40.098777110850008 -0.11103999999999999 -0.099639999999999992 38.748048509250005 0.092075000000000032 0.078905000000000017 0.10040500000000002 0.098105000000000026 0.096885000000000013 0.09450500000000002 0.092260000000000023 0.091935000000000031 41.289992964000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -5 -3 8 -8 9 11 -11 12 13 14 -1 -16 18 -18 -15 -20 -21 22 -22 24 25 26 27 28 -19 -29
right_child=-2 3 -4 4 -6 -7 7 -9 -10 10 -12 -13 -14 16 15 -17 17 23 19 20 21 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.00086451266896458783 0.00080147497169818474 -0.00052252895895560619 0.0036765724916166236 -0.0062541050005222483 0.001337049676641005 0.0010949584941342626 -1.1429533731961504e-06 -0.0025589972741336588 -0.0017666197130418117 -0.0021332077515623703 0.0045018374577641537 -0.0037685224181138624 0.002041865947519731 -0.0012187547349227933 -0.0031841081465574282 -0.00048976139575181079 -0.0020166059989468288 -2.6356916271911605e-05 0.0028720468887879556 -0.00020635721223847723 0.003082473150397484 0.0035627207134076989 -0.00014373338222984641 -0.0017555273143998959 0.0027436129230910883 -0.0020939270514927287 0.0021502168887883306 -9.3638405706360448e-05 0.004892017722912272 -0.0042095797166131496
leaf_weight=0.55269349594721706 1.533260022424044 2.5351417599081016 0.5696990868552011 0.53689637447220639 0.51209674646308478 1.0162959347409239 0.51459712833049742 0.52403991944094652 0.51776747714026683 0.51582582377089092 0.54626522478051676 0.52901114316802633 0.56609760334871495 0.5297854890514867 0.51867059205362409 0.5206878008878657 0.5152284490081368 18.503674185483611 0.52074930665548969 2.4401241208919222 0.52001723760703633 0.54080798902418781 2.0439758146156386 0.55257632613992669 0.5358795178436172 0.52067615854497162 0.53188814265007422 2.018255961002807 0.52936140493818484 0.53438462393019426
leaf_count=254 53 88 78 34 27 9 100 120 27 19 48 36 50 143 57 250 39 2030 36 76 18 37 71 49 44 47 65 27 21 81
internal_value=8.13626e-07 -2.89014e-05 4.60598e-05 -0.000627113 -0.00254826 -5.96612e-05 -1.11656e-05 -0.0012917 2.67216e-05 5.35682e-05 0.00127939 1.47328e-05 7.5389e-05 4.10617e-05 -0.000897399 -0.00183432 8.95119e-05 -3.39077e-05 0.000543146 0.000697034 0.000492768 0.00104222 0.000510591 9.14686e-06 5.12247e-05 -1.2508e-05 3.64913e-05 -1.55925e-05 0.000110437 -0.000955293
internal_weight=42.8464 41.3132 36.7127 4.60043 1.04899 3.55144 36.143 1.03864 35.1044 34.5866 1.06209 33.5245 32.9955 32.4294 1.59205 1.03936 30.8374 24.2419 6.59546 6.06567 5.54493 3.1048 2.56399 23.7267 23.1741 22.6382 22.1176 21.5857 19.033 2.55264
internal_count=4034 3981 3823 158 61 97 3745 220 3525 3498 67 3431 3395 3345 561 307 2784 2403 381 238 202 126 89 2364 2315 2271 2224 2159 2051 108
is_linear=0
shrinkage=0.1


Tree=793
num_leaves=31
num_cat=0
split_feature=3 1 3 0 1 3 3 4 4 0 1 2 0 0 3 1 4 3 2 3 2 2 2 0 3 3 1 0 1 4
split_gain=9.19966e-05 0.000390769 0.000248448 0.000641254 0.000717215 0.000619388 0.000151169 0.00135977 0.000355899 0.000168405 0.000161412 0.000458082 0.00111247 0.000396954 0.000459311 0.000349215 0.0010844 0.00316176 0.00237812 0.000516401 0.000307577 0.000332084 0.000278886 0.000516032 0.00125315 0.00228163 0.0292726 0.0208059 0.000691083 0.0018657
threshold=0.41214500000000009 62.079186690200011 0.11660000000000002 86.103248543850015 61.907125369850007 0.11148000000000002 0.10433500000000002 40.984321400500008 41.646178195200001 90.533827542850005 62.009286778800011 -0.071864999999999998 85.963448721100022 86.83719761350001 0.097450000000000023 62.020040611300011 32.724174661450007 0.088555000000000023 -0.63113999999999992 -1.0000000180025095e-35 -0.095204999999999998 -0.26894999999999997 -0.094519999999999993 87.350693116400024 0.091935000000000031 0.078410000000000021 62.111448187750007 85.995710218650018 64.665483411650015 42.779078631750004
decision_type=2 2 2 2 2 2 2 2 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 10 -8 -9 -10 11 13 -13 14 20 -12 17 19 -18 -17 21 -1 -20 24 25 -24 27 -27 29 -25
right_child=1 -3 3 -5 -6 -7 7 8 9 -11 15 12 -14 -15 -16 16 18 -19 22 -21 -22 -23 23 28 -26 26 -28 -29 -30 -31
leaf_value=0.00028298288894851916 0.002093712653746525 -0.00043108078274734743 -0.00022097071008657433 2.0553168487308596e-05 -0.0054926195475453032 0.0033169930539964916 -0.0050236938157204852 0.0017755781859211828 -0.0021270245053544665 0.00043841658554180196 -0.0018650942338240683 -0.00073360157989858993 0.0055130026751386146 -0.0025073579102569666 0.0024370276926118642 0.0066497026283517851 -0.062816593092051051 -0.10014327954967298 0.00054401899916742822 0.095209168332939714 0.00048849521698899278 -0.0033086257051658172 -0.00038485272662200647 0.0065255532005701116 0.00023172851028688962 0.021540084035918811 -0.00025349958061273548 -0.10065632319143143 -8.5292324053683094e-05 -0.0017256874133920856
leaf_weight=0.50162936875654374 1.0246696125964296 1.5258629708868867 0.50174914725402986 2.5507399201128615 0.53142895887181396 0.5683853469379504 0.5781989327902618 1.0323660474241481 0.51639964972218855 0.50719215884958668 1.0274287305108085 0.58342217214352288 0.55757088796053722 0.52350729815952934 0.88914835489686073 0.0017555554420853603 0.0060207457004349809 0.0037878323320896662 7.7193399178631408 0.0010536111124170152 2.5368417984669382 0.52883472841194734 1.0135501626052179 0.56530309102390741 2.5685755905494929 0.018960138492374767 0.54990172777883595 0.052560945383447688 13.327538196124951 0.53185021306853741
leaf_count=29 20 67 21 84 19 78 95 19 29 19 38 207 40 26 20 59 29 31 1209 28 66 352 31 61 66 30 113 48 1080 20
internal_value=8.18824e-07 0.000583248 -3.60469e-05 -0.000830762 -0.00293251 4.15371e-05 -9.97317e-06 -0.000739394 0.000465483 -0.000855842 4.73677e-05 0.000511623 0.00231894 9.7537e-05 0.000403538 -5.63903e-05 1.41066e-05 -0.0405243 2.42545e-05 0.039865 -0.000103307 -0.00156023 3.86144e-05 -0.00017082 -0.0011458 -0.00330994 -0.00808079 -0.0682622 0.000113304 0.00252573
internal_weight=42.8456 2.55053 40.295 3.58392 1.03318 36.7111 36.1427 2.63416 2.05596 1.02359 33.5086 6.12095 1.14099 4.97996 4.45645 27.3876 26.3602 0.006597 26.3536 0.00280917 3.56731 1.03046 26.3476 18.6282 4.20355 1.63497 0.621423 0.0715211 14.4247 1.09715
internal_count=4034 87 3947 124 40 3823 3745 162 67 48 3583 740 247 493 467 2843 2805 118 2687 87 447 381 2658 1449 288 222 191 78 1161 81
is_linear=0
shrinkage=0.1


Tree=794
num_leaves=31
num_cat=0
split_feature=3 3 0 0 0 2 3 0 1 3 4 4 4 2 2 4 4 2 2 4 3 0 2 1 0 2 1 3 4 4
split_gain=9.22284e-05 0.000153915 0.00056624 0.000101456 0.00118318 0.000294959 0.00057976 0.00110221 0.000193085 0.000278564 0.000167285 0.000835813 0.00245209 0.000365001 0.0165125 0.000664673 0.000781127 0.000587066 0.00032101 0.000299313 0.000879805 0.000405163 0.00111006 0.000402258 0.000340197 0.000325312 0.000595391 0.000590091 0.000586212 0.00959554
threshold=0.43162500000000009 0.13377000000000003 85.877418060900013 85.995710218650018 86.103248543850015 -0.086139999999999994 0.096010000000000026 84.390700714750025 62.014663695050011 -0.24663499999999999 42.066503896600004 41.481306584950012 41.872294782850005 -0.083424999999999985 -0.08786999999999999 42.198888176300009 42.402981339000007 -0.096529999999999991 -0.082424999999999998 40.80591513400001 0.10661000000000002 87.170566421650008 -0.068964999999999985 77.543197856500015 86.479632682150012 0.0023400000000000005 75.077881750900005 0.10335500000000002 39.792680591700012 37.311503175250003
decision_type=2 2 2 2 2 2 2 2 2 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 8 -8 -7 -10 11 19 -13 14 17 -15 -17 -12 -18 24 21 -21 -23 -24 -6 26 27 -26 29 -28
right_child=-2 2 -4 4 10 6 7 -9 9 -11 13 12 -14 15 -16 16 18 -19 -20 20 -22 22 23 -25 25 -27 28 -29 -30 -31
leaf_value=0.00036190104167019619 0.00076185134881170957 0.001152087681043327 -0.0035258940414166374 0.0046364103893850924 -0.0019024774098128307 0.0017357152196499942 -0.00019499590700376189 -0.0057343684113279562 0.00050988974345434087 -0.0023284563670790807 0.00095154522281545916 -0.007597665341142857 -0.00020802228149154929 0.0034134913536018417 0.051910593557964381 -0.004019479279433317 -0.0023304141276429269 -0.0029079264473804191 0.00027332180046948067 -0.00031567415383703697 0.0045140663030486163 0.0051864003197300071 -0.0023050840979215695 0.0016440237521316925 0.00056993075394190897 -0.00068047497831381454 -3.7876668019950833e-05 0.0039832931691728994 -0.00018692711506034049 -0.050688039740540008
leaf_weight=3.0767234732663047 1.5328466581044455 0.50772505369787102 0.5276657582453228 0.55879868534520838 1.0486502321409705 0.5376050326729892 0.86837906396701192 0.6126095499351436 1.0046295059241264 0.52724321463050117 1.5546149170423393 0.57512943035709474 2.0482794345551047 0.53208951348596922 0.063067651396181534 0.51013792215256604 0.51719816763114845 0.52797314525933647 5.604878535691328 3.5374898977461271 0.54284904386895494 0.5607518905018346 0.51868014145974661 0.51308254589750746 5.7098463167306335 5.0866961768423851 0.50246524494139988 0.55576816182374944 2.531560159240315 0.040411299191723593
leaf_count=614 53 12 45 41 34 228 34 56 13 66 607 129 87 20 31 47 22 71 395 48 17 101 48 28 316 363 186 53 106 163
internal_value=1.75554e-07 -2.80919e-05 -0.00123195 2.86256e-06 7.33148e-05 -0.000354762 -0.000975799 -0.00248635 0.000105204 -0.000467018 -3.76277e-06 -0.000144491 -0.00182805 0.000355566 0.00149971 1.29034e-05 -0.000259919 -2.68995e-05 5.3356e-05 6.43527e-05 0.000685716 0.000280606 0.00160514 -0.000341243 -0.000163422 -3.70134e-05 0.000313423 0.0008727 -0.000826369 -0.00380823
internal_weight=42.8358 41.303 1.03539 40.2676 33.6404 6.62719 3.55047 1.48099 2.06948 1.53187 33.0816 23.7717 2.62341 9.30996 2.14566 7.1643 6.63221 2.08259 6.12208 21.1483 5.67285 5.13 1.59251 1.03176 15.4754 14.4267 9.34005 6.26561 3.07444 0.542877
internal_count=4034 3981 57 3924 2913 1011 397 90 307 79 2872 1679 216 1193 709 484 464 678 417 1463 242 225 177 76 1221 1187 824 369 455 349
is_linear=0
shrinkage=0.1


Tree=795
num_leaves=31
num_cat=0
split_feature=2 0 2 0 4 2 0 4 2 4 2 3 0 3 1 3 2 2 2 2 4 0 4 0 3 3 2 1 1 1
split_gain=0.000118788 0.000270533 0.00132427 0.00116742 0.000508102 0.000269295 0.00128931 0.00190675 0.000557593 0.000289615 0.00115128 0.00157597 0.00142912 0.00104544 0.000852261 0.0124748 0.0118619 0.00714603 0.00611174 0.00528373 0.00364268 0.00221511 0.00182525 0.0017089 0.000761773 0.000565376 0.000389395 0.000700367 0.000273141 0.00637151
threshold=-0.06828999999999999 86.329079026800017 -0.018034999999999999 86.479632682150012 40.280372415600006 -0.075639999999999999 85.925810307250018 39.337369931850013 -0.076484999999999984 42.622319549950006 -0.086139999999999994 0.092260000000000023 86.256490657300006 -0.41441 62.095317438950012 0.084565000000000015 -0.089795 -0.083064999999999986 -0.086719999999999992 -0.11347 43.084235337800003 96.163458868000006 43.961868063600001 97.39208423365001 0.092835000000000015 0.076615000000000016 -0.098419999999999994 62.009286778800011 75.499969677400017 75.951630643300021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -3 -4 8 -7 -8 9 10 13 12 -12 -1 24 16 20 18 19 23 -16 22 -22 -17 26 -24 -11 -28 -15 -30
right_child=1 3 4 -5 -6 6 7 -9 -10 14 11 -13 -14 28 15 17 -18 -19 -20 -21 21 -23 25 -25 -26 -27 27 -29 29 -31
leaf_value=-0.10005226322117333 -0.0047885322565443516 0.0048965147653626598 0.0030540111695775015 0.00017070581912542935 -0.00066934192772085299 0.0003464221220844879 0.00052421261573889642 -0.0078170743396564647 0.0032193849233363332 0.0022099481704749269 0.0031076889032391111 -0.0071573197040761295 -0.0040972801944329047 -6.1955540775930409e-05 -0.098757853390731995 -0.02057848942343549 0.093826004919070352 -0.10038263316862449 0.041277091351815579 -0.090967820624964169 0.087340956023788788 -0.10005261881875445 0.03839205547462559 0.051318195367382385 0.0039475931733952392 -0.041270461569936689 0.00023853940091870865 -0.0040286130619853339 0.054650071981331962 -4.3879317914476567e-06
leaf_weight=0.0010439665847642434 0.61690499516463537 0.53995183982351846 0.57219595950786661 16.3865484118657 1.0195676300110088 2.376935134696907 0.52896130047721646 0.56867185670738651 0.52101260239578806 0.52491466090056516 0.53616476896104015 0.547110290978717 0.5658301329427361 14.328676233602604 0.0043074880545104681 0.010692506336908991 0.025223554677231697 0.0093832609441433235 0.017600689087988286 0.010230769447838073 0.0035411270603163411 0.0014395494140309701 0.0014034234728548256 0.0047855997831060546 0.53018740989574542 0.0024395196173978562 1.5137747330076661 0.51565934156521098 0.022231949826618025 0.52577145567469308
leaf_count=60 111 20 55 1054 208 21 41 45 13 152 42 68 118 682 18 37 70 19 11 80 20 266 73 30 25 156 35 53 23 428
internal_value=3.08276e-07 0.000185634 -0.000855274 0.000321458 0.000669103 -0.000149335 -0.000962606 -0.00379732 -9.60776e-06 -9.49956e-05 -0.000263057 -0.00276997 -0.000591773 1.48194e-05 0.000779653 0.010315 0.053701 -0.0212653 -0.0041241 -0.0352064 -0.0233753 0.0134248 0.0355476 0.00165089 0.000498195 -0.0121781 -0.000217771 -0.000845702 2.18415e-05 0.00221289
internal_weight=42.8332 19.1352 2.20867 16.9265 1.59176 23.698 3.47457 1.09763 20.2234 19.7024 16.5268 1.64911 1.10199 14.8777 3.17558 0.0910475 0.0383547 0.0526928 0.0433096 0.0257089 0.0131311 0.00882362 0.00738407 0.0154781 3.08454 0.00384294 2.55435 2.02943 14.8767 0.548003
internal_count=4034 1448 374 1074 263 2586 107 86 2479 2466 1421 228 160 1193 1045 780 603 177 158 147 533 515 249 67 265 229 240 88 1133 451
is_linear=0
shrinkage=0.1


Tree=796
num_leaves=31
num_cat=0
split_feature=3 1 3 3 0 1 2 3 4 3 1 3 2 4 4 1 2 4 3 1 1 2 3 4 3 4 1 1 1 4
split_gain=0.000118396 0.000492594 0.000243227 0.000532056 0.000501563 0.00058546 0.000508449 0.000179088 0.00117115 0.000297745 0.000185251 0.000525593 0.0019988 0.00100166 0.000464715 0.000963522 0.00184177 0.000913675 0.00113258 0.000333344 0.000331227 0.000243038 0.00483577 0.00409795 0.00259125 0.0050123 0.00296734 0.00138528 0.00496451 0.00126766
threshold=0.41214500000000009 62.079186690200011 0.11531000000000002 0.11148000000000002 86.103248543850015 61.907125369850007 -0.084275000000000003 0.10507500000000002 40.984321400500008 0.10335500000000002 62.009286778800011 0.10220000000000003 -0.63113999999999992 41.289992964000007 41.646178195200001 61.87486387225001 -0.095204999999999998 43.018222997350009 0.087715000000000029 61.966271448700006 62.020040611300011 0.086310000000000026 0.091645000000000018 35.419594101850009 -0.10565499999999999 40.206947806850003 63.705703859100005 76.830756451950009 77.086159974350025 32.051492741500006
decision_type=2 2 2 2 2 2 2 2 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 7 5 -4 -6 9 -9 10 14 12 13 -12 15 -1 -17 18 -16 -19 -14 29 23 -23 25 -25 -26 -28 -29 -22
right_child=1 -3 4 -5 6 -7 -8 8 -10 -11 11 -13 20 -15 17 16 -18 19 -20 -21 21 22 -24 24 26 -27 27 28 -30 -31
leaf_value=0.00014342064247340814 0.0023546828527790183 -0.00047875988178055205 -0.00023202583797262905 0.0031462886769530341 0.0026854276521645947 -0.0049910829309155096 -0.0007923376833998925 -0.0047558386091918481 0.00053640780003335795 0.0023145456982909063 -0.017173421147300447 -0.0032544503087347139 -0.0017916173981761961 -0.10036690902125688 0.00055422468054338279 -0.00064096625351948836 0.0075890524682678297 -2.0538250954007292e-05 -0.0060389906494837048 0.0030929746526486938 -0.067823985870154813 0.067330251021147078 0.00051774683998733102 0.077605611169396557 0.010305302466520122 -0.10041414217935787 -0.092976358084622901 0.096680776965185872 -0.079728093678548217 9.2171472077631485e-05
leaf_weight=2.4359902724812401 1.0264438068800275 1.5253588539127525 0.50173783633545255 0.54174793138201849 0.52922058698670804 0.53320744425462863 2.0441432937804085 0.57466135246398886 1.5353086059990362 0.56812987418914573 0.0028925243489937849 0.51990399269395027 1.0282451763803084 0.0028964395553134903 0.51192909337234704 0.51330900842440219 0.57820846598224274 1.0140652444562159 0.53056045372190042 0.52030054720671626 0.0027485498718132764 0.0035218254508831972 0.53042177447451389 0.0041856583875059519 0.0051769260309129086 0.0025422366201354185 0.014343162079872962 0.0019941022695268993 0.0079762759320907151 25.215362314286981
leaf_count=224 20 67 22 63 39 25 53 83 53 53 36 27 38 5 83 90 59 204 58 17 58 47 75 27 8 31 79 14 101 2275
internal_value=4.22667e-07 0.000660972 -4.14296e-05 3.5662e-05 -0.000824809 -0.00268391 -7.7124e-05 -1.09868e-05 -0.000904963 4.44675e-05 5.90752e-06 -0.000105293 -4.42522e-05 -0.0587983 0.00050399 0.00124972 0.00371871 -0.000516861 -0.0028013 0.00103525 -3.15688e-05 3.86089e-05 -0.00200305 -0.0356487 -0.0456623 0.0103382 -0.0584381 -0.0730752 -0.0444458 8.47692e-05
internal_weight=42.8265 2.5518 40.2747 36.6664 3.60831 1.03495 2.57336 36.1247 2.10997 34.0147 33.4466 27.3422 26.8223 0.00578896 6.10436 3.52751 1.09152 2.57686 1.04249 1.53437 26.8165 25.7883 0.570162 0.0397402 0.0362184 0.0067279 0.0294905 0.0243135 0.00997038 25.2181
internal_count=4034 87 3947 3808 139 47 92 3745 136 3609 3556 2821 2794 41 735 373 149 362 141 221 2753 2715 382 307 260 58 202 194 115 2333
is_linear=0
shrinkage=0.1


Tree=797
num_leaves=31
num_cat=0
split_feature=3 3 2 2 2 2 2 2 3 4 2 1 4 2 1 0 1 4 4 1 2 2 2 2 2 3 3 3 2 2
split_gain=0.000110284 0.000360897 0.00174637 0.0315336 0.00134762 0.0071132 0.0025211 0.00980949 0.000389756 0.000469599 0.000338907 0.000328481 0.000135818 0.000488582 0.00513364 0.010937 0.00457769 0.00631487 0.000341764 0.00377351 0.00698456 0.0040093 0.0022159 0.0011712 0.00126618 0.000249186 0.000859722 0.00021988 0.000381732 0.000989959
threshold=0.079605000000000023 -1.0000000180025095e-35 0.066710000000000019 -0.06483499999999999 -0.117885 -0.082334999999999992 -0.078649999999999984 -0.077085000000000001 0.07870000000000002 40.316494640950005 -0.046635000000000003 62.014663695050011 38.478081868400004 0.086310000000000026 76.830756451950009 91.394134144600017 61.93938686740001 41.872294782850005 43.752965619700007 70.389210771400016 -0.098419999999999994 -0.102645 -0.10423499999999999 -0.59681499999999998 -0.23369999999999999 0.10371000000000001 0.11768500000000003 0.082535000000000011 -0.055334999999999995 -0.094519999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 -3 -6 -7 -8 9 -5 11 -1 25 18 15 16 -15 -18 27 20 21 22 23 -20 -25 -2 -27 28 29 -14
right_child=12 2 -4 8 5 6 7 -9 -10 -11 -12 -13 13 14 -16 -17 17 -19 19 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0026284262653275391 2.7188410215504297e-05 0.00091139198661424311 -0.00032541553023202199 0.056984713083234731 0.049746758578592259 -0.10064885399397638 0.090525225636417003 -0.10043212681019434 0.099156593845399141 0.092729739507798239 -0.0016896410188961917 -8.8779495648185836e-06 0.00065195374321275657 0.059373328763424431 1.3967415720586885e-05 -0.10020429385349482 -0.064276210461246805 0.029818411292113923 0.064852392194910707 0.00034673703719918325 0.079029548871618102 -0.10014827632176859 0.099303869942826167 -0.10005365823796041 0.0022891830365032715 0.0045435327066854995 -0.0011451249854678878 -5.7215420272422197e-05 -1.4531089567170844e-05 -0.0055364977485828706
leaf_weight=0.53490981120052428 3.5124630758525406 0.50599042332541455 1.5003939610643684 0.0059794101070782544 0.0093975990771046902 0.0077179933548128235 0.0043874855764443046 0.0069537144800051473 0.024841840329919318 0.0095379466115437239 1.05362808299113 4.032855151521372 0.50599514603755669 0.0090503463698501929 0.52129710167480992 0.016506872982188503 0.015928858592236583 0.012915487335877107 0.0015918573917588228 0.50818490580834619 0.01707346883423555 0.0040706741484655149 0.0024997224591061231 0.0018403024484996431 0.0035232482332503414 0.5457605273076922 0.51765232341575174 26.894094648948293 1.5059466353387767 0.52847636684446386
leaf_count=333 409 356 38 9 23 6 51 10 36 42 319 278 43 37 113 74 25 28 5 216 38 10 2 61 17 97 55 1261 20 22
internal_value=2.70031e-07 0.000343104 0.00147013 0.00615698 -0.000279447 -0.0214538 -0.0565609 -0.0265579 0.0913898 0.0789559 -7.29509e-05 0.000299965 -7.4852e-05 -0.000150957 -0.00303658 -0.0322681 -0.00267526 -0.0221439 -9.55322e-05 0.00240031 0.0365055 -0.0171721 0.0185512 -0.0104707 -0.0328259 0.000433229 0.00177439 -0.000141217 -0.0010305 -0.00250952
internal_weight=42.8215 7.69659 2.0752 0.574806 0.534447 0.0284568 0.0190592 0.0113412 0.0403592 0.0155174 5.62139 4.56776 35.1249 30.549 0.575699 0.0544016 0.0378947 0.0288443 29.9733 0.538784 0.0305993 0.0135258 0.00945513 0.00695541 0.00536355 4.57588 1.06341 29.4345 2.54042 1.03447
internal_count=4034 1501 571 533 446 90 67 61 87 51 930 611 2533 1972 277 164 90 53 1695 349 133 95 85 83 78 561 152 1346 85 65
is_linear=0
shrinkage=0.1


Tree=798
num_leaves=31
num_cat=0
split_feature=3 1 3 2 3 1 1 2 1 1 1 3 0 0 1 3 3 4 3 3 2 0 3 2 3 3 1 0 3 1
split_gain=9.6088e-05 0.00039728 0.000180232 0.000100772 0.00299435 0.00142302 0.0032338 0.00183946 0.00293625 0.00408422 0.00205422 0.00182004 0.00140812 0.00151576 0.00101452 0.00222926 0.0006932 0.000502007 0.000416539 0.00122537 0.00118081 0.000356179 0.000120498 0.000474006 0.000393827 0.000187854 0.00122433 0.000611839 0.000302299 0.000145933
threshold=0.41214500000000009 62.079186690200011 0.13041500000000003 -0.14831999999999998 0.10828500000000003 72.187789260650007 78.285212300550015 -0.30094499999999996 62.030794443850006 65.536543845950021 57.576019321700009 0.088145000000000015 92.501778894350011 94.354126546200021 78.468027453400012 0.096010000000000026 0.096315000000000026 41.035283712600005 -0.25095999999999996 -0.5351999999999999 -0.23375499999999999 101.18549865570002 0.11531000000000002 -0.083954999999999988 0.11148000000000002 0.10507500000000002 61.998532946250002 86.329079026800017 0.10335500000000002 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=2 -2 3 4 5 7 11 -1 10 -10 18 17 -11 -14 -8 21 -13 -7 19 -9 -20 -16 24 -24 25 28 -27 -28 29 -5
right_child=1 -3 -4 22 -6 6 14 8 9 12 -12 16 13 -15 15 -17 -18 -19 20 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.00017289751961950436 0.0021184864089587737 -0.00042724593445208801 -0.0018739529307334011 0.00046211572636024829 0.05385993431515182 -0.020627043057909925 0.099534785616865962 0.020756347331575661 0.091625627375232388 -0.061548446088996914 -0.10004365398173974 -0.1000879255091775 0.075790405601665889 -0.028066566390520353 0.099695611018286764 -0.10005097618115276 -0.041877175487182734 0.06763442512096382 0.097690345290387837 -0.10003175696188803 -0.010779163551717699 0.02474700483991648 0.00061538790200833511 -0.0018671496702295641 0.0027075565693377383 -0.0051568323102280308 -0.0010354861798798154 0.0030512596020159963 0.0023274776338568291 -9.8784712809463982e-05
leaf_weight=0.520558566183559 1.024754707561897 1.5257009258154557 0.5273100155085676 5.5887187577560544 0.010638756176977182 0.0016386292134442084 0.001690223444506866 0.0026907467325687495 0.01029774370927037 0.0027210812000606488 0.0023012719334513662 0.0058023195626573099 0.0029348408315854613 0.0026963492400238209 0.0012298116282840608 0.001298073682657469 0.0031598213545880327 0.0010621114540093624 0.0015615050978858847 0.001221008921809083 0.0028090311238920598 0.0013089615518615831 1.5294087379055454 1.5471570579767919 0.53670430503860345 0.51847685241955543 1.0147138250554801 0.57332204795411179 0.56598211182610825 27.283200213573451
leaf_count=148 20 67 35 426 39 21 14 27 48 28 148 34 20 41 19 31 25 72 33 38 38 381 27 53 51 17 25 80 45 1983
internal_value=3.75991e-07 0.000595611 -3.73295e-05 -1.29564e-05 0.00129824 0.000311985 -0.0280204 0.00119783 0.0256062 0.0494806 -0.0164644 -0.0578786 -0.0024811 0.0260612 0.0349846 0.00654865 -0.0795643 0.0140833 0.00675844 -0.0169463 0.0279748 0.061053 -3.22981e-05 -0.000633042 1.89261e-05 -2.1671e-05 -0.0009376 0.000439935 3.60304e-05 -3.42323e-06
internal_weight=42.8131 2.55046 40.2626 39.7353 0.577621 0.566982 0.01719 0.549792 0.0292336 0.01865 0.0105836 0.0116629 0.00835227 0.00563119 0.00552707 0.00383685 0.00896214 0.00270074 0.00828229 0.00391176 0.00437054 0.00253877 39.1577 3.07657 36.0811 35.5444 2.10651 1.58804 33.4379 32.8719
internal_count=4034 87 3947 3912 1205 1166 597 569 421 137 284 152 89 61 445 431 59 93 136 65 71 400 2707 80 2627 2576 122 105 2454 2409
is_linear=0
shrinkage=0.1


Tree=799
num_leaves=31
num_cat=0
split_feature=2 0 2 0 4 2 2 3 3 4 2 4 4 0 4 1 1 1 3 2 0 3 4 3 4 4 4 4 4 3
split_gain=0.000133606 0.00033181 0.00138867 0.00114876 0.000357133 0.000289207 0.000905346 0.000689596 0.00112515 0.0017135 0.000948475 0.000860315 0.000857791 0.000401702 0.000374105 0.000311062 0.000267286 0.000453072 0.00039763 0.000332961 0.000874115 0.000508376 0.000277542 0.000236933 0.00131918 0.018132 0.00382955 0.00285063 0.00153414 0.000236084
threshold=-0.06828999999999999 86.329079026800017 -0.018034999999999999 86.479632682150012 40.280372415600006 -0.086139999999999994 -0.08786999999999999 0.098545000000000021 0.091935000000000031 41.257403903850005 -0.075639999999999999 41.385032804600009 42.67709657435001 87.48511602295001 43.218894539100006 69.238550691600025 71.015621515800021 69.563854125350005 0.098075000000000023 0.0023400000000000005 87.638358136350021 0.12201500000000003 40.280372415600006 0.088350000000000026 41.674196414850009 42.719328117250008 41.827117825850003 42.047301293400004 42.488347682450005 0.41991500000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -3 -4 6 23 8 9 -7 -9 -11 -13 14 -14 -10 17 19 -18 20 -5 22 -21 -1 -25 26 -26 -28 -29 -12
right_child=1 3 4 16 -6 7 -8 10 15 11 29 12 13 -15 -16 -17 18 -19 -20 21 -22 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=0.00036271056505763672 -0.0049899317501044503 0.0048889498744955307 0.0026088612882373009 0.0046481390813716507 -0.0005156767123922839 -0.0062360943368062801 0.0040294076979890429 -0.0057758457166567382 0.0029925463602713137 0.00347651956238966 -0.0021908503539391166 -0.0043630158330316771 0.003172778847289769 -0.0020909318700374669 -0.00063609430702096933 0.00054463851851810038 3.0977770466340702e-05 0.0034435902624637758 -0.0027373995908136074 -0.00052966923258889939 0.00035817447215780055 0.0021618826711774812 -0.0033765354596793432 -7.7573790569590191e-05 -0.10181192976932552 0.00068153587879100398 -0.011021442362615777 -0.089617418044798614 -0.037393951921059668 4.8287020969467963e-05
leaf_weight=7.1411309414249269 0.61546626560807394 0.53920762722873661 0.57009322990812306 0.56223693468746505 1.0208830674203182 0.55720885173449053 0.56126484526322329 0.53475303404139563 1.0585919714330887 0.52806085173506323 0.88957325019879374 0.56709423371336898 0.53079739356564892 0.5177019738421319 0.50151201008799262 1.0186067153780012 9.6010378655979594 0.55380600345483788 0.54847275583418742 1.0320113976417817 3.0598632314752194 0.51192951755365346 0.51251319805727025 7.6984778628409911 0.015596696349902461 0.5233919322287095 0.016140953853863493 0.012433167654222643 0.010272900169482568 1.0004264626876704
leaf_count=1403 111 20 55 40 208 89 56 45 30 16 35 99 94 41 11 35 596 105 117 62 84 11 39 412 15 104 30 34 29 8
internal_value=4.1355e-07 0.000196988 -0.00095642 0.000347388 0.000603936 -0.000158349 8.43022e-05 -0.000661606 -2.0449e-05 -0.00119618 -0.00205764 -0.000134514 -0.0010352 0.00018233 0.00132237 0.00179215 0.000197903 0.000713372 -0.000118623 0.000447105 0.00102408 -0.000569141 -0.00147433 -5.93176e-05 -0.00042346 -0.00503169 -0.0599555 -0.0431505 -0.06599 -0.00100562
internal_weight=42.8106 19.1275 2.20644 16.9211 1.59098 23.683 15.9787 7.70433 5.27957 3.20238 2.42475 2.64517 2.11711 1.55001 1.03231 2.0772 16.3819 6.23236 10.1495 5.67855 3.6221 2.05645 1.54452 15.4174 8.27631 0.577836 0.0544437 0.038847 0.0227061 1.89
internal_count=4034 1448 374 1074 263 2586 2083 503 415 350 88 261 245 146 105 65 1054 341 713 236 124 112 101 2027 624 212 108 93 63 43
is_linear=0
shrinkage=0.1


Tree=800
num_leaves=31
num_cat=0
split_feature=2 2 4 2 4 4 2 4 3 3 2 2 3 0 2 0 3 2 2 0 4 1 3 4 3 0 0 3 0 4
split_gain=0.000108663 0.000303908 0.00214448 0.0043085 0.00776534 0.00251215 0.00882209 0.00168216 0.000632799 0.000604523 0.000299753 0.000291328 0.000209989 0.000205184 0.00019394 0.00026995 0.000177596 0.000844754 0.00132003 0.000656668 0.00112828 0.0005472 0.000226654 0.00124466 0.000569806 0.000162241 0.00927648 0.00474335 0.00297385 0.00219895
threshold=-0.037054999999999998 -0.0034049999999999996 41.872294782850005 -0.033799999999999997 40.280372415600006 41.605323437500005 -0.026144999999999998 39.525197829750006 0.12201500000000003 0.10433500000000002 -0.039434999999999998 0.04932000000000001 0.11379500000000002 86.162394622750014 0.061925000000000015 91.394134144600017 0.10546000000000001 -0.086139999999999994 -0.08854999999999999 86.054856297550018 36.728658719300007 61.998532946250002 0.10335500000000002 32.051492741500006 0.09062000000000002 97.878695155250014 99.744485097750015 0.088655000000000025 98.674478761850011 40.844669808050007
decision_type=2 2 2 2 2 2 2 2 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 7 6 -6 -5 9 11 16 13 -11 -3 -13 -16 22 18 19 -18 -21 -19 23 24 -1 -25 27 28 -27 -28
right_child=1 8 -4 4 5 -7 -8 -9 -10 12 -12 14 -14 -15 15 -17 17 21 -20 20 -22 -23 -24 25 -26 26 29 -29 -30 -31
leaf_value=-0.0065171672586645212 0.0026785571243965892 -7.6307933591998156e-05 -0.0002015460978001183 0.024695908933226571 -0.039844293697538655 0.10024576281913772 0.088638713458990034 -0.0079161705558885125 0.0033363380382480825 -0.0039211642664594652 -0.0024767054716597191 0.0021163322578782724 -0.0010635731601761806 -0.0028933388190082263 0.0022105020909701767 -3.89992749965444e-05 0.00055846985218428421 -0.00077004040235203628 0.0046903469304030139 0.00069668502430182222 -0.0058558408527853208 -0.005288990809287665 0.0020504136942791087 3.9408064405911756e-05 -0.10014076450515963 0.072702918352530496 0.036304443366854261 -0.10020625441138971 -0.066107442517737966 -0.00033352722229264124
leaf_weight=0.0010158758527804143 0.52430827642092481 0.50371639811404878 2.5390189045423965 0.026105360962565771 0.0081938624234680901 0.011948647582357808 0.015366330700175013 0.040130171817565952 0.53278073032717621 0.51625901716685152 0.52562290095590825 0.52575934788672096 0.51237906460924876 0.5312542491612976 0.57702009266540333 7.0683134104843024 1.5170533194059326 0.52237229626803605 0.53418792703649831 0.50806667754861667 0.54431842258770802 0.55019216609876354 0.54670175143654987 23.065460874991036 0.0018052594818180751 0.0031604637610491695 0.016917535485219681 0.014068924695950003 0.0030164507483165792 0.51699651802710589
leaf_count=107 13 87 149 38 13 6 50 17 39 56 14 98 21 140 125 363 44 16 13 29 79 73 46 1579 14 12 258 34 40 461
internal_value=1.96102e-07 0.000229555 0.00109099 0.00633299 0.025165 0.0628963 0.0439544 0.0049372 -2.36603e-05 -0.000198569 -0.000110488 5.83301e-05 -0.00249776 -0.0015223 0.000258537 0.000130778 -6.661e-05 -0.000668775 0.000167313 -0.000773029 -0.00269244 -0.00308812 3.74382e-05 -9.14873e-06 -0.0664274 -1.21571e-06 -0.00169207 -0.068134 0.0049159 0.000827379
internal_weight=42.8035 13.9326 3.16507 0.626053 0.101744 0.0355088 0.0235602 0.0662355 10.7675 10.2347 28.871 9.20606 1.02864 1.03497 8.17109 7.64533 28.3453 4.17619 3.10363 2.56944 1.05239 1.07256 24.1691 23.6224 0.00282114 23.6196 0.55416 0.0202458 0.00617691 0.533914
internal_count=4034 1215 286 137 124 69 63 55 929 890 2819 813 77 227 586 488 2805 254 165 152 108 89 2551 2505 121 2384 805 86 52 719
is_linear=0
shrinkage=0.1


Tree=801
num_leaves=31
num_cat=0
split_feature=3 1 3 3 3 3 3 4 2 4 0 4 0 1 1 2 0 2 0 2 1 3 3 2 2 3 2 2 2 2
split_gain=0.000113104 0.000408428 0.000199186 0.000108377 0.000289685 0.000307429 0.000537142 0.00112879 0.000323025 0.000356523 0.000634942 0.000220237 0.00268816 0.00589453 0.00263405 0.00337767 0.00210301 0.00353981 0.00146825 0.00213646 0.000706708 0.000285651 0.000140592 0.00038226 0.000829092 0.000317297 0.000154441 0.00139984 0.00185894 0.00244269
threshold=0.41214500000000009 62.079186690200011 0.13041500000000003 0.079605000000000023 0.079355000000000023 0.078905000000000017 -1.0000000180025095e-35 42.434124620650003 -0.046635000000000003 41.32819714970001 93.805681087600007 43.631818398850008 96.163458868000006 62.00390986255001 62.009286778800011 -0.098419999999999994 95.620390325650007 -0.085584999999999994 91.394134144600017 -0.11347 64.407391431150018 0.086555000000000021 0.082535000000000011 -0.055334999999999995 -0.094519999999999993 0.083495000000000028 -0.14831999999999998 -0.62218499999999988 -0.24255499999999999 -0.59260499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 8 -8 9 10 -1 22 13 -13 -15 18 17 -17 19 21 -19 -16 23 24 -5 -24 27 -27 29 -29
right_child=1 -3 -4 11 -6 -7 7 -9 -10 -11 -12 12 -14 14 15 16 -18 20 -20 -21 -22 -23 25 -25 -26 26 -28 28 -30 -31
leaf_value=0.004320441819116126 0.0021898617070735303 -0.00039108050370326381 -0.0019760676083801069 0.0005583329744795959 0.0026076530961260855 -0.0022112819188820541 0.0056122976778236197 -0.00096913590434375199 -0.001626726639766044 -0.00031782613046677823 7.1032230425815791e-05 -0.10012996077753718 0.00012729922374159119 0.10007154274947426 0.014507467711029296 0.069320963307639011 0.092054527906374847 -0.012274009887197271 -0.10004761163440526 -0.10006691339247209 -0.10009250954448146 0.081255439007722141 0.0023725993233781029 -5.5853267529487545e-05 -0.0051003737226316299 0.00010419005431833765 -0.00013594383218052606 0.045650827400620299 0.055611978308046865 -0.012942527377944435
leaf_weight=0.53891791839173464 1.0250450974006053 1.5258193450233444 0.52479431950031497 0.50563159462231311 0.51723687713607347 0.50911239312004575 0.53760209949091353 0.50576541919038676 1.053846035951963 3.017137478675564 1.0117498485101677 0.003152594794572249 0.51112191376685956 0.0064750076271593562 0.0010914103272625653 0.0057310922917395138 0.0072019932058537952 0.0018192335744515774 0.002225494838633324 0.001371789567770061 0.0018464232625157728 0.0015541150351054966 0.52814580899546726 2.5055683543554443 0.53065944606683146 0.50852607264488381 26.867670726312269 0.01078610621693343 0.010464079567475554 0.020904106008561938
leaf_count=233 20 67 35 53 87 115 147 222 319 276 102 27 187 3 56 18 4 9 87 7 38 7 61 38 26 28 1489 42 72 159
internal_value=3.21655e-07 0.000646051 -4.06037e-05 -1.50338e-05 0.000322049 0.000157263 0.000338186 0.00242199 -4.85648e-05 0.000315536 0.00154787 -9.59726e-05 0.00189971 0.0298006 0.0437729 0.0278136 0.0513966 0.0202349 -0.0348901 0.00120557 -0.056509 0.0537186 -0.000130425 -0.000723969 -0.00233935 -5.52005e-05 -0.000101966 0.00155581 0.0190674 0.00700035
internal_weight=42.799 2.55086 40.2481 39.7233 7.69137 7.17413 6.66502 1.04337 5.62165 4.56781 1.55067 32.0319 0.543591 0.0324692 0.0293166 0.0228416 0.0165987 0.00939675 0.00624281 0.00401731 0.00366566 0.00264553 31.4884 3.54186 1.03629 27.9465 27.4184 0.55068 0.0421543 0.0316902
internal_count=4034 87 3947 3912 1501 1414 1299 369 930 611 335 2411 443 256 229 226 69 65 157 70 47 63 1968 117 79 1851 1790 301 273 201
is_linear=0
shrinkage=0.1


Tree=802
num_leaves=31
num_cat=0
split_feature=2 0 2 0 4 2 2 3 3 4 2 4 4 3 4 4 1 3 1 0 2 3 1 3 1 3 4 4 4 4
split_gain=0.000116693 0.000346295 0.00112018 0.000814235 0.000269312 0.000248779 0.000716071 0.000532419 0.000940286 0.00159514 0.000836733 0.000697182 0.000693135 0.000406041 0.00037723 0.000250296 0.000247211 0.000322471 0.000318596 0.000330062 0.000324982 0.000799638 0.00144481 0.000251369 0.000243511 0.000186472 0.00109338 0.0157737 0.00378645 0.00250215
threshold=-0.06828999999999999 86.329079026800017 -0.018034999999999999 86.479632682150012 40.280372415600006 -0.086139999999999994 -0.08786999999999999 0.098545000000000021 0.091935000000000031 41.257403903850005 -0.075639999999999999 41.385032804600009 42.67709657435001 0.084565000000000015 43.218894539100006 38.121007182500009 71.015621515800021 0.098075000000000023 69.563854125350005 90.767723400200012 0.0023400000000000005 0.11768500000000003 64.407391431150018 0.11278000000000003 69.238550691600025 0.088350000000000026 41.674196414850009 42.719328117250008 41.827117825850003 42.047301293400004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -3 -4 6 25 8 9 -7 -9 -11 -13 14 -14 -12 18 -18 19 20 21 22 -5 -22 -10 -1 -27 28 -28 -30
right_child=1 3 4 16 -6 7 -8 10 24 11 15 12 13 -15 -16 -17 17 -19 -20 -21 23 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.00032403212126786384 -0.0046154626128894179 0.0041713275366368303 0.00215421587599046 0.0069241254735268199 -0.00056257891512334157 -0.0059883279685052264 0.0035909454045589748 -0.0053295322248384461 0.0026714717121169634 0.0031541952442135251 0.00039458791992224256 -0.0038978881495298707 0.0032170604497679389 -0.0020815876862946858 -0.00061802213293832156 -0.0019136721755323599 4.2682200126303091e-05 -0.0024485737102491198 0.0030015359427153728 -0.001842234235164482 -0.0013853358387977534 0.00027399117805340759 -0.00039093049644417651 0.0013341782814893721 0.00050420876975976203 -5.9521891962647265e-05 -0.10162449351924159 0.00062800161956971714 -0.010759067905221759 -0.062917754321427419
leaf_weight=7.1383216369633802 0.61578424978730151 0.5364756374997367 0.56794059686041021 0.58066325454592804 1.0204806084336058 0.55715512056952254 0.55965101835258302 0.53565511217910433 1.0561679794841441 0.52689103203010779 0.8695834650091564 0.5683516618324681 0.52421102245841666 0.52353123247113664 0.50218803982585203 1.0217356839479803 9.6017849434903901 0.54930665449061145 0.55202250974639344 0.55031448047478182 1.0253468398119592 2.5097132559458259 0.50468275377352256 0.50841015260084521 1.0182668943961104 7.6976786398486938 0.014032130352475636 0.52270686088323615 0.015989571571608963 0.021651217946410561
leaf_count=1403 111 20 55 75 208 89 56 45 30 16 17 99 71 54 21 26 596 117 105 69 50 16 14 12 35 412 15 104 30 63
internal_value=4.36457e-07 0.000184164 -0.000994809 0.000337763 0.000408812 -0.000147973 7.71767e-05 -0.000614714 -5.09139e-05 -0.00112531 -0.00184054 -0.000101005 -0.000910687 0.000184704 0.00134066 -0.000852389 0.000212224 -9.21273e-05 0.000708038 0.000485106 0.000734826 0.00125476 0.00352265 -0.000483871 0.00160764 -5.0431e-05 -0.000373572 -0.00458238 -0.0572889 -0.0407611
internal_weight=42.7967 19.1229 2.20421 16.9187 1.58842 23.6738 15.97 7.70374 5.27676 3.20233 2.42697 2.64517 2.11828 1.54993 1.0264 1.89132 16.3822 10.1511 6.23115 5.67913 5.12882 3.59506 1.08535 1.53376 2.07443 15.4104 8.27206 0.57438 0.0516729 0.0376408
internal_count=4034 1448 374 1074 263 2586 2083 503 415 350 88 261 245 146 92 43 1054 713 341 236 167 105 89 62 65 2027 624 212 108 93
is_linear=0
shrinkage=0.1


Tree=803
num_leaves=31
num_cat=0
split_feature=3 1 0 3 3 1 3 4 4 1 1 4 0 4 4 3 3 2 2 3 1 2 2 3 0 3 2 0 4 3
split_gain=0.00011289 0.000394067 0.000180224 0.000426648 0.000349471 0.000793479 0.000288083 0.00196962 0.00142091 0.00351547 0.00111959 0.000776649 0.0204169 0.0205381 0.00422738 0.0024595 0.00177812 0.000361765 0.000261853 0.000270728 0.000684407 0.00129739 0.000459377 0.000406406 0.000245628 0.000694123 0.00125914 0.000617884 0.000493393 0.000386726
threshold=0.41214500000000009 62.079186690200011 86.756543869550015 0.12084500000000002 0.10184000000000003 62.391047833300007 0.079605000000000023 33.151194885250007 35.050303764500008 71.787208999250012 62.041548276350007 42.233786329550007 96.741477366050006 39.749124837650008 35.782584506850007 -0.089139999999999997 -0.11012 -0.102645 0.22598000000000004 0.089305000000000023 70.897329358050015 -0.11347 -0.078504999999999991 0.089415000000000022 86.135510041400025 0.088145000000000015 -0.080019999999999994 85.995710218650018 41.898943182100005 -0.085699999999999998
decision_type=2 2 2 2 2 2 2 2 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 24 6 -6 11 17 9 -9 -10 12 13 14 -4 -16 -15 -8 19 -12 21 -21 23 -22 27 28 -27 -1 -26 -30
right_child=1 -3 4 -5 5 -7 7 8 10 -11 18 -13 -14 16 15 -17 -18 -19 -20 20 22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-0.00018663639220184411 0.0021621671231488219 -0.00037320899323837147 0.03511973352660868 -0.0018740611065801037 0.004674854677606719 0.00041597863623149919 -0.035953186702131164 0.081000623395095672 -0.0046716179282312777 -0.019837875017531894 -0.0002824478402364997 -0.00037135648699224816 -0.00015740871051315398 0.062055647493801047 -0.0062772033848806199 -0.080608248901485033 0.099965826983824155 -0.10008900380598831 -0.0022606983669703588 -0.00080710361322228197 0.00026006672287026537 0.0059783257524243065 0.0006905023268927047 -0.0036833829102377392 -0.0003806064687594898 -0.0044160960409428546 -0.00033493725028122798 0.00205838275547943 -0.00051667626999905055 0.0028672507197472445
leaf_weight=5.6060064413321689 1.0247468274249043 1.5258380596425176 0.0093410436281232689 1.5364214686455131 0.52348476044426107 2.6623400576785277 0.0014903079612107288 0.0070910450303904859 0.54560314087211992 0.006746524705700252 9.7033414097151791 2.5082517062861536 1.5322311367457349 0.019035778435920747 0.0079778682530644573 0.010070839421359778 0.035344156210726396 0.0021457584330883015 0.52169711149924758 0.53214922264305642 0.50087142735719703 0.5989256649349961 2.5462090933604906 0.54647931006865802 3.5409733904780278 1.0734626399498668 2.5560475371444227 1.5690574985364945 0.50093407313397609 1.036560046370141
leaf_count=990 20 67 25 36 12 270 15 9 35 37 761 457 297 22 26 20 44 39 97 55 2 117 132 190 52 24 50 53 6 74
internal_value=2.75648e-07 0.000645427 -4.06166e-05 -0.000282845 0.00014428 0.00111578 -1.33492e-05 -0.000210803 -0.00019355 0.0318367 -0.000222154 0.000729705 0.00244082 0.0511274 -0.0194896 -0.0477525 0.0866953 -0.0738018 -5.97661e-05 1.98168e-05 0.000640601 0.00278591 -3.46368e-05 -0.00179752 -0.000128921 -0.000485887 -0.00154198 0.000304309 0.000268888 0.00176473
internal_weight=42.7909 2.55058 40.2403 17.4195 22.8208 3.18582 19.635 15.5128 15.5091 0.0138376 15.4953 4.12225 1.614 0.0817697 0.0273898 0.0180487 0.0543799 0.00363607 14.9497 14.428 4.72463 1.13107 3.59356 1.04735 15.883 8.70798 3.62951 7.17506 5.07847 1.53749
internal_count=4034 87 3947 1285 2662 282 2380 1489 1435 46 1389 891 434 137 71 46 66 54 1354 1257 496 172 324 192 1249 206 74 1043 132 80
is_linear=0
shrinkage=0.1


Tree=804
num_leaves=31
num_cat=0
split_feature=3 0 3 1 3 3 3 2 4 3 3 1 2 0 1 0 4 3 4 3 3 3 4 3 4 1 4 0 4 0
split_gain=9.62223e-05 0.000140565 0.000310947 0.000626157 0.000262543 0.00139464 0.000600906 0.000471656 0.000391475 0.00123887 0.000347376 0.000705537 0.000975079 0.000384602 0.00038397 0.000448133 0.000292986 0.000514217 0.000772976 0.000236372 0.000376569 0.000520024 0.000406295 0.000235707 0.00171495 0.000915806 0.000636365 0.0177668 0.0184124 0.00362456
threshold=0.43162500000000009 86.756543869550015 0.10184000000000003 62.391047833300007 0.088145000000000015 0.09013000000000003 0.081965000000000024 -0.086139999999999994 41.942745071500006 0.090735000000000024 0.10249000000000003 61.977025281250008 -0.12546499999999997 85.925810307250018 61.998532946250002 86.20003303655001 39.749124837650008 -0.24663499999999999 41.741384785950011 0.10335500000000002 0.10608500000000003 0.11278000000000003 36.893814626400008 0.079605000000000023 33.151194885250007 62.041548276350007 42.233786329550007 96.741477366050006 39.749124837650008 93.805681087600007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 23 -4 6 -6 16 -8 10 -10 11 12 -7 -13 15 -12 -1 -18 -19 -5 -21 -22 -23 26 -25 -26 27 28 29 -3
right_child=-2 2 3 19 5 8 7 -9 9 -11 14 13 -14 -15 -16 -17 17 18 -20 20 21 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0018273221924669535 0.00077882302940748946 0.0088056499944802764 0.0042215386133792011 -0.0014836806357684381 -0.0054482509677976753 -0.00032907389771148218 0.00077412826264431701 0.0041780148451969748 0.001500962706041618 -0.005297960796104847 -0.00034548301813397907 -0.0012687921335083998 0.0057421506748550491 0.00098140334934077164 0.00081738939695942666 -0.0024117689937553305 4.4329560113598476e-05 -0.0052840669684811326 0.00016063870207625404 0.0031921213782238121 -0.0023758246437107964 -0.00059393101015011568 0.003310619190377076 -0.071058142119394582 -0.0041927483010742025 -2.7055320752826295e-05 -0.00033413354982151597 -0.00014165464559355429 0.084674563572405007 -0.068624545619643901
leaf_weight=0.51310106647907838 1.5324239121774983 0.017392036376921438 0.52181866198952942 0.51803056884156973 0.54451470638235022 0.50442524237118691 1.5278527230131946 0.55492980829148653 0.50748867202997228 0.56793971435311796 3.4672290931666794 1.5152006862077487 0.55625722793181465 1.5231256857587139 1.5826459098001064 1.5052890641673 2.5202360120260998 0.52808706353436274 0.51505790675045204 0.53608853080506347 0.54640286725576626 0.51727177920504042 0.549720797578512 0.0034138887983922164 0.54704476509141109 14.963538109518847 2.5088736364570967 1.5323875753897169 0.050336827996432021 0.009266673947649906
leaf_count=164 53 44 12 33 78 20 119 99 10 134 61 28 46 20 33 12 141 95 244 48 88 36 80 54 35 1400 457 297 66 27
internal_value=7.3501e-07 -2.81672e-05 0.000137727 0.00105354 -0.000233553 -0.000500895 0.000299203 0.00168105 -0.000271228 -0.00208959 -8.76835e-05 0.000634408 0.00285488 -0.00014076 -0.000539215 -0.000970993 -0.000406818 -0.000728518 -0.00259572 0.000433813 0.000895934 0.000132971 0.00141772 -1.10503e-05 -0.000189574 -0.000173976 0.000661471 0.00221352 0.0490869 -0.0181094
internal_weight=42.7874 41.255 22.8216 3.18933 18.4334 12.2741 6.15926 2.08278 11.7296 1.07543 10.6542 4.09901 1.06068 3.03833 6.55516 4.97252 4.07648 3.56338 1.04314 2.66751 2.14948 1.6134 1.06699 19.6323 15.514 15.5106 4.11826 1.60938 0.0769955 0.0266587
internal_count=4034 3981 2677 297 1304 442 862 218 364 144 220 114 66 48 106 73 644 480 339 285 252 204 116 2380 1489 1435 891 434 137 71
is_linear=0
shrinkage=0.1


Tree=805
num_leaves=31
num_cat=0
split_feature=2 2 4 2 4 2 4 4 2 4 3 4 4 3 2 2 1 1 2 2 4 3 4 1 1 0 4 4 1 2
split_gain=8.76387e-05 0.000237414 0.000209356 0.000357073 0.00144466 0.00366721 0.00700574 0.0024881 0.0077328 0.00140402 0.000767663 0.000420484 0.000316536 0.00035919 0.000181361 0.000185215 0.000158134 0.000444658 0.000372924 0.00136515 0.000255543 0.000735472 0.000672506 0.00199367 0.000849462 0.000385941 0.000421328 0.00119096 0.000637647 0.000554115
threshold=-0.037054999999999998 -0.039434999999999998 42.536568606950006 -0.0034049999999999996 41.872294782850005 -0.033799999999999997 40.280372415600006 41.605323437500005 -0.026144999999999998 39.525197829750006 0.12201500000000003 41.965809985500009 37.627645350900004 0.11243000000000002 0.22598000000000004 0.096390000000000017 74.739136026450012 72.187789260650007 -0.053159999999999992 -0.06828999999999999 42.622319549950006 0.09091500000000001 41.975471476700008 62.391047833300007 63.530954080650012 94.625660817400004 40.241071441700008 40.467253020850002 61.998532946250002 -0.094519999999999993
decision_type=2 2 2 2 2 2 2 2 2 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 9 8 -8 -7 11 12 -5 14 15 -14 17 18 19 20 22 -22 25 -24 -25 26 28 -28 -1 -30
right_child=2 -3 -4 10 -6 6 7 -9 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 21 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=-0.00014588809455956842 0.0022636303147943542 -0.0022031649746314776 -0.0003992148373116709 0.0020462581293962546 -0.00052579309699180216 0.022569591019060753 -0.036525952719113894 0.10020792280525964 0.086468945126498539 -0.007342349555409227 0.0038761039637753947 0.0026599194481169326 -0.00026993885441928782 -0.002991952937433465 -0.0020187533536595022 0.0016222927571036567 0.00044411038609553201 -0.0030334337282041475 -0.0016092808989659159 0.0046621842800775885 -5.6453581937456343e-06 0.0040219323762299532 -0.0071077290484305835 0.0032083520436120014 -0.0025331293318848406 0.0017771523209670461 0.0047147362587525634 -0.00016442308161665896 -0.00097560809379530701 -0.0054113286218902806
leaf_weight=1.8787846736367075 0.52275289804674674 0.52613375398772433 4.0421772300569154 0.54773636971835049 1.0110796075110902 0.025877390583402882 0.0080379786031697931 0.010830726616404718 0.014040730443781624 0.039868699829810339 0.52815669333568838 0.52777102742296467 5.031139555410391 0.51477431133706364 0.52518782033876643 0.57656256395653915 5.1139761629587701 0.52999509448252524 1.5331366222080678 0.61144513139447809 2.6042484269158943 0.54897177222323978 0.55053238521204306 0.51685465709306277 0.5139099733535204 1.0385083424077866 0.52357193219273668 11.241531661581588 0.573286188866165 0.55356098449636992
leaf_count=191 13 14 380 168 45 38 13 6 50 17 33 66 161 25 117 83 1022 92 44 101 585 73 67 8 39 93 13 274 139 64
internal_value=1.05196e-06 -9.83699e-05 0.000207081 0.000455037 0.00180634 0.0056009 0.0232843 0.0609496 0.0416914 0.00443087 0.000187688 -6.45478e-05 -0.000264383 -0.000454769 -0.000241806 -7.53868e-05 -5.92836e-05 -0.000170159 -0.000103274 5.86806e-06 -0.000132718 0.000695551 -0.000282898 -0.00224916 0.000345812 -8.62262e-05 -0.000217238 5.27098e-05 -0.00127391 -0.00315465
internal_weight=42.7844 28.8584 13.926 9.88382 1.63249 0.621408 0.0986555 0.0329094 0.0220787 0.0657461 8.25133 7.72317 7.1954 6.64766 6.13289 5.6077 28.3323 23.2183 22.6883 21.1552 20.5438 3.15322 17.3905 1.5813 1.03076 15.8092 14.7707 11.7651 3.00563 1.12685
internal_count=4034 2819 1215 835 182 137 124 69 63 55 653 620 554 386 361 244 2805 1783 1691 1647 1546 658 888 114 47 774 681 287 394 203
is_linear=0
shrinkage=0.1


Tree=806
num_leaves=31
num_cat=0
split_feature=3 0 4 4 2 0 0 2 2 4 0 2 0 4 0 4 0 4 4 4 0 3 4 2 4 2 3 0 4 3
split_gain=8.66129e-05 0.0001491 0.000323452 0.00356001 0.00715399 0.00513242 0.00263651 0.00159377 0.00175836 0.000692145 0.00061601 0.000898895 0.000439135 0.000623588 0.000395521 0.000553138 0.000632054 0.000379043 0.00045478 0.000628811 0.00030518 0.000304376 0.00027834 0.000197589 0.000443167 0.000439333 0.00101563 0.000385185 0.000364751 0.000176431
threshold=0.43162500000000009 86.643628628100018 43.047778594550003 43.272784938550004 -0.095854999999999996 86.256490657300006 85.995710218650018 -0.097799999999999984 -0.12546499999999997 42.824128352900011 86.135510041400025 -0.080574999999999994 71.249517373150013 48.86568841230001 71.332859575200004 48.96897326980001 84.226704768850013 41.806790701050012 41.685324604100011 41.535369675400013 86.329079026800017 0.097450000000000023 48.778770352700008 -0.086139999999999994 39.861052345600008 -0.018034999999999999 -0.24663499999999999 84.226704768850013 40.377444152000002 0.094375000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -4 5 6 7 8 12 10 17 -12 13 -5 -14 16 22 18 19 23 -13 -22 -16 28 27 26 -26 -25 -1 -3
right_child=-2 29 3 4 -6 -7 -8 -9 -10 -11 11 20 14 -15 15 -17 -18 -19 -20 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0011280668806778746 0.00073958672621943721 -3.5996304621781269e-05 -0.00057526362941590526 0.018269335741884447 -0.09353398582773724 -0.10020023991607965 0.100049356720944 0.10002569267343885 -0.10004755871813287 0.0033752689984994687 -0.0038374672934823185 -0.0018796777278474203 0.059644651507004903 -0.068450946752590017 0.02754048588621405 -0.048355585467237401 -0.02526268402458888 0.0026238615902891777 -0.0029345337648784935 0.0034932745215550415 -0.00098535574442245731 0.0014401184242043676 0.10001391473010585 -0.0004090175777073356 0.00024085908628513318 0.00050712991655414523 -0.0041841183052110775 0.002925720043847994 0.0011142024196291694 0.00055504966640041007
leaf_weight=1.0166906043907054 1.5319725890808502 19.514801553739769 0.50295689839927937 0.0018112267888980016 0.012666061603882284 0.0040251207392429924 0.0036981302546337238 0.0015532510587945589 0.0017568278695421222 0.52501093314448155 1.0707977780766667 1.0346425701154669 0.0020432990422705188 0.0015293361548742723 0.0011147328451954763 0.0013078753749766747 0.0013624622952193022 0.56649728673189237 0.51296770701053596 0.52229884060308585 1.037924167975689 1.0316530597920062 0.0010101306106662378 0.86808079149813167 1.0092758339313834 1.0128223722687724 1.0671127209989206 0.57634248055319404 2.5327487942322762 6.8139598634031442
leaf_count=213 53 2177 68 53 96 6 3 2 18 46 35 37 7 19 80 10 10 171 17 37 31 16 3 44 9 42 35 32 93 571
internal_value=1.26206e-06 -2.61581e-05 -0.000278699 -0.00268876 -0.0340656 0.00144342 0.0252475 0.00474017 -0.00765961 -0.000188756 -0.000323762 -0.00133915 0.00828584 -0.0214319 0.0228028 0.00710395 0.0279033 0.000113959 -4.19738e-05 0.000130452 -0.000477356 0.000223707 0.0619933 -8.68412e-05 -0.000524313 -0.00120037 -0.00203326 0.000921583 0.000471934 0.000116968
internal_weight=42.7824 41.2505 14.9217 0.536835 0.0338785 0.0212124 0.0171873 0.0134891 0.0119359 14.3849 13.8599 4.17502 0.0101791 0.00334056 0.0068385 0.0047952 0.00348733 9.68484 9.11834 8.60537 3.10422 2.06958 0.00212486 8.08307 4.53363 3.08921 2.07639 1.44442 3.54944 26.3288
internal_count=4034 3981 1233 375 307 211 205 202 200 858 812 119 182 72 110 103 93 693 522 505 84 47 83 468 162 86 44 76 306 2748
is_linear=0
shrinkage=0.1


Tree=807
num_leaves=31
num_cat=0
split_feature=3 1 3 3 1 1 1 3 4 2 4 3 3 2 4 3 1 4 0 0 1 4 1 3 4 1 4 2 1 2
split_gain=9.3559e-05 0.000388311 0.000174965 0.00120379 0.000428571 0.0010894 0.000559551 0.000241654 0.00023639 0.00056441 0.000358886 0.000163122 0.000447776 0.000141798 0.00134102 0.00454278 0.00291674 0.000666145 0.00542851 0.0056295 0.00494987 0.00519185 0.00372838 0.00270161 0.00236489 0.00221228 0.00158009 0.002473 0.000532495 0.00028782
threshold=0.41214500000000009 62.079186690200011 0.10507500000000002 0.10661000000000002 62.046925192600007 62.084563606450011 61.950140699950005 0.10335500000000002 40.316494640950005 0.20167500000000002 42.599563320500003 0.10249000000000003 0.10184000000000003 -0.093879999999999991 34.883496062400006 0.076835000000000028 69.999384342500022 39.685256516350002 97.39208423365001 94.773526014550015 70.171445662850019 39.458743938000005 83.116371560950014 -0.081689999999999999 37.73036952315001 67.192634054300015 38.478081868400004 -0.10946499999999999 83.468559576050012 -0.061874999999999999
decision_type=2 2 2 2 2 2 2 2 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 6 -6 -5 11 9 -7 -10 12 13 17 15 16 -15 18 19 20 21 23 -20 24 -1 26 27 -25 -24 -16
right_child=1 -3 3 4 5 8 -8 -9 10 -11 -12 -13 -14 14 29 -17 -18 -19 22 -21 -22 -23 28 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.055489227612048622 0.0020945655627781392 -0.00042295267114881777 -0.0050926752434515337 6.093324442867374e-05 0.0048969387357568044 -0.0034146693758682397 -0.0027869148481468094 0.0021034623501394196 0.0027130001521947882 0.0011829115172425414 -0.0010018865607798952 -0.0010281720491900049 0.0029823208544981911 0.10003105795031453 -0.00054285883427274226 -0.094773572287296159 -0.062926405776229599 0.00027255546216388416 -0.094195781288335501 0.076632069508344128 -0.10036827764251442 0.099784219467503071 0.097961614134133485 0.035683152794045152 0.094498904330046096 0.036453734335943594 -0.062213012938839386 -0.049042300439269028 0.0020216785288708207 0.00019168223696452042
leaf_weight=0.0013555973282386993 1.0242073208901254 1.5248431249624883 0.52766796295369989 2.0413030551353195 0.52801993133471148 0.56064061006666721 1.0421697867491273 0.56536586720162674 0.53039991153831056 0.50983205599244741 0.51021075961646922 1.4251908958665982 0.51770101565010662 0.0028749485699865185 8.9049278137234662 0.0058208884702743713 0.0017774414145237394 9.1818110174647192 0.0073568104884202679 0.014090839439127478 0.0041105780353825052 0.0061106272642064132 0.0011893701830558709 0.0067999225390614473 0.0046819926699157577 0.006977541049309365 0.0084252398166881903 0.0069827542374971694 0.0011264129500714317 13.304253176398502
leaf_count=125 20 67 41 47 11 115 35 53 41 14 34 27 27 8 645 67 48 1193 79 24 31 6 5 39 20 16 19 15 107 1055
internal_value=1.07847e-06 0.000588585 -3.61478e-05 -0.0005224 -0.000100984 0.000834438 -0.000901599 5.32957e-05 -0.000181667 -0.00122499 0.000891594 1.86064e-05 6.52439e-05 1.72572e-05 -0.000119708 -0.0358942 0.0377733 0.000346228 0.0101203 0.0214091 0.00428624 0.014694 -0.0593626 -6.77867e-05 0.0608226 -0.0126642 -0.0280966 -0.00724153 0.0512958 -0.000102837
internal_weight=42.7782 2.54905 40.2292 6.25024 5.72258 2.6391 3.08347 33.9789 2.11108 1.07047 1.04061 33.4136 31.9884 31.4707 22.2197 0.0104733 0.00465239 9.25102 0.0692077 0.0595351 0.0454443 0.0413337 0.00967259 0.035223 0.00603759 0.0291855 0.0222079 0.0137827 0.00231578 22.2092
internal_count=4034 87 3947 338 297 215 82 3609 204 129 75 3556 3529 3502 1823 123 56 1679 486 295 271 240 191 234 145 89 73 54 112 1700
is_linear=0
shrinkage=0.1


Tree=808
num_leaves=31
num_cat=0
split_feature=2 2 4 3 3 1 4 0 2 1 1 4 4 0 3 3 1 3 2 4 4 2 4 0 0 2 3 3 4 4
split_gain=9.02068e-05 0.00025771 0.00146444 0.00291334 0.00276572 0.00188689 0.00170179 0.00147783 0.000947098 0.00114624 0.0016492 0.000308292 0.000207977 0.00697087 0.00624133 0.00153784 0.000728791 0.000579678 0.000605954 0.00132148 0.00102006 0.000483655 0.000361184 0.00023153 0.000254763 0.000186953 0.000718336 0.000428377 0.000175753 0.000400662
threshold=-0.117885 -0.12546499999999997 39.952536079750011 0.11660000000000002 0.08572500000000001 70.077349628250019 38.804080188450008 87.638358136350021 -0.60611000000000004 72.01572794030001 83.116371560950014 41.243661560350013 41.535369675400013 86.692020874450009 0.085895000000000013 0.084360000000000018 62.084563606450011 -0.144095 -0.23349 48.96897326980001 48.86568841230001 -0.23375499999999999 43.487767439550005 86.692020874450009 86.256490657300006 -0.11103999999999999 -0.52484999999999993 0.086555000000000021 37.038444968100009 35.419594101850009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 -10 -11 -3 23 14 15 16 17 18 19 20 -14 -19 -18 24 -4 27 -27 -2 29 -28
right_child=25 11 12 -5 5 8 -8 -9 9 10 -12 -13 13 -15 -16 -17 22 21 -20 -21 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.035454507865037219 0.0007038613203926696 0.0024775925383765719 5.5961311442797267e-05 0.053565106546299639 -0.088527740929305043 -0.082257848032379274 0.063196807159859023 -0.10003558419808581 0.08117108419202515 -0.10003075116663694 0.049075922659950172 -0.00054162905894793894 -0.03771778543320075 -0.00012835997747099131 0.08031301125384005 -0.10023896008127445 0.093521474588647069 -0.0070289270433144578 0.042535169869004963 -0.10003250288846353 0.1000123311650061 -0.10004731721828196 0.015015834553736238 0.00031025773960410163 -0.0031084185855954505 -0.067116545472216543 0.00010219221492020659 -0.0033606980440811889 3.2522349892647771e-05 -0.0032578696104761176
leaf_weight=0.0015055649636073955 0.50600761577044207 1.0251890604485598 0.5053086827433162 0.0041432579604288025 0.0095684876673951536 0.0016247620871059363 0.0035614495145597225 0.0017301203966593526 0.0014156779823215615 0.001539094042805722 0.0014319122594204092 0.50469016519451759 0.0011438914927961522 1.0307028131152027 0.020587490270372655 0.001628046724363231 0.001144954324900028 0.0011233376487851405 0.0026192758814431744 0.0013185116076783743 0.0010147615248570219 0.001112643806436709 0.0012005190233139729 2.0334777359391629 0.51243929198244587 0.0015954288725400492 1.0375705635733841 0.53182802743829405 34.485684277695455 0.5393604692652515
leaf_count=145 18 24 82 32 26 12 40 116 5 52 35 70 42 518 31 2 13 35 7 11 3 31 57 139 6 45 193 43 2082 119
internal_value=1.04392e-06 0.000372489 -3.72297e-05 -0.0234607 -0.0377226 -0.0609437 0.0155033 -0.036992 -0.0170378 0.00711877 -0.028167 0.00148158 0.000113736 0.00131789 0.0466355 -0.00970597 0.0040975 -0.0097633 0.00621034 -0.0211524 0.0270278 -0.0533157 0.0533387 -0.000306007 -0.00153731 -5.57331e-05 -1.76535e-05 -0.00137898 -1.4685e-05 -0.00104706
internal_weight=42.7733 5.67122 4.14134 0.0265203 0.0223771 0.0155799 0.00679713 0.00323569 0.00601145 0.00438668 0.00297101 1.52988 4.11482 1.0636 0.0328934 0.0123059 0.0106779 0.00833242 0.00609644 0.00347716 0.00215865 0.00223598 0.00234547 3.05123 1.01775 37.102 36.0642 1.03784 36.0626 1.57693
internal_count=4034 1534 1440 463 431 130 301 261 104 92 87 94 977 750 232 201 199 129 63 56 45 66 70 227 88 2500 2439 61 2394 312
is_linear=0
shrinkage=0.1


Tree=809
num_leaves=31
num_cat=0
split_feature=3 3 1 2 2 1 0 3 1 1 1 0 1 3 1 0 4 3 1 1 0 1 1 1 3 4 0 0 4 1
split_gain=8.3891e-05 0.000508272 0.00195712 0.00350051 0.00128598 0.0012399 0.000247765 0.000622944 0.000962232 0.000423644 0.0011197 0.000220872 0.000599764 0.00203161 0.000865836 0.000476483 0.000527459 0.000474929 0.00146821 0.000499885 0.000403152 0.000355937 0.000340812 0.000936406 0.000526913 0.0060323 0.00879594 0.0151017 0.000720212 0.0003982
threshold=0.088145000000000015 0.08883000000000002 60.613977009100005 -0.082094999999999987 -0.099639999999999992 64.307918480350011 86.565663342300013 0.081965000000000024 62.030794443850006 62.020040611300011 62.084563606450011 86.565663342300013 62.052302108850007 0.10469000000000002 62.079186690200011 90.767723400200012 41.385032804600009 0.11768500000000003 62.046925192600007 61.923256118600001 86.382848189450016 62.020040611300011 70.077349628250019 71.246828915000023 0.098545000000000021 37.627645350900004 97.752337623100019 100.27142289135001 40.377444152000002 77.543197856500015
decision_type=2 2 2 2 2 2 2 2 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 5 3 4 -3 -2 7 -1 -9 -8 -11 12 20 -14 -15 17 22 18 19 -13 21 -4 -17 -24 29 -26 -27 28 -28 -25
right_child=1 2 11 -5 -6 -7 9 8 -10 10 -12 15 13 14 -16 16 -18 -19 -20 -21 -22 -23 23 24 25 26 27 -29 -30 -31
leaf_value=-0.00024740285015886955 -0.0056282433868768507 -0.029394385568529292 -0.00011635907747520482 -0.10016640789108014 0.064710078455857606 0.0012450661896782687 0.0027850442066004524 0.00059202885666218789 0.005770863383410956 -0.0046605777401646023 4.9490870511673463e-05 0.002214774582019199 -0.0069144442984863793 0.0034041764092675795 -0.0023745180952542545 -0.0023930194009927352 -0.003289286466204844 9.6030908291711958e-05 0.0062476629910870052 -0.000902089025156377 -0.0018982246008717658 0.001577368922805892 0.0041206344072024764 -0.00019999566811125191 0.00046919458543558394 -0.10038417024085387 0.042859480394269983 -0.094387698916135021 0.01246802597492958 0.0027002887586584966
leaf_weight=2.058863015054663 0.53792406976691631 0.0033506087483434754 6.0587086540658674 0.005364395395159316 0.0025629240990383551 0.51251123074960825 0.52077942860614435 1.0327047231728981 0.54976091081610112 0.52318633413233229 14.295754784932226 1.026051856089907 0.57058490808187912 0.5185708386779877 0.51856667601121842 0.55557943448275171 0.53882985569711639 3.0279837055277312 0.60716080077361301 1.0321973231621084 1.0072980006225405 1.5602837975936834 0.55080668081816941 4.0489746153099624 0.50885033970597726 0.014645845103835597 0.016039110695685643 0.014861884007901782 0.015174948730418691 0.53606643321904979
leaf_count=577 27 40 150 29 5 110 17 92 122 38 1629 21 84 5 37 69 222 38 105 21 11 49 73 85 94 24 29 47 13 171
internal_value=9.56232e-07 -0.000124145 -2.47956e-05 -0.041672 0.0113905 -0.00227473 0.000157745 0.000899292 0.0023912 -1.82824e-05 -0.000116799 -4.12899e-06 -0.000348567 -0.00212183 0.000514841 0.000278022 -0.000287075 0.000952939 0.00192641 0.00065169 -1.8075e-05 0.000230497 -2.87004e-05 0.000201531 -0.000217253 -0.00308584 -0.0328772 -0.0114192 0.0280844 0.000139095
internal_weight=42.77 23.7889 22.7385 0.0112779 0.00591353 1.05044 18.981 3.64133 1.58247 15.3397 14.8189 22.7272 10.234 1.60772 1.03714 12.4932 6.79983 5.69339 2.66541 2.05825 8.62629 7.61899 6.261 5.70542 5.15461 0.569572 0.0607218 0.0460759 0.0312141 4.58504
internal_count=4034 1559 1422 74 45 137 2475 791 214 1684 1667 1348 336 126 42 1012 827 185 147 42 210 199 605 536 463 207 113 89 42 256
is_linear=0
shrinkage=0.1


Tree=810
num_leaves=31
num_cat=0
split_feature=3 3 3 3 2 4 1 3 0 0 1 2 4 4 2 4 2 3 1 2 2 4 3 2 0 4 2 1 0 2
split_gain=8.92373e-05 0.000392732 0.000235661 0.000218101 0.000193707 0.000242008 0.000619031 0.000177691 0.000108693 0.000427162 0.000189565 0.000153797 0.00107379 0.00217169 0.000513404 0.00307939 0.00038831 0.000323022 0.000641861 0.00123859 0.000470212 0.00111177 0.00131977 0.00906804 0.00227445 0.000856879 0.000354049 0.000248481 0.000305287 0.000895274
threshold=0.078905000000000017 0.076615000000000016 0.079355000000000023 0.079605000000000023 -0.048954999999999992 41.32819714970001 62.55235532115001 -0.09053499999999999 85.57631075030001 85.764502819450016 61.853356207250009 -0.037054999999999998 33.151194885250007 34.654301448200009 -0.075639999999999999 40.377444152000002 -0.076484999999999984 0.086030000000000009 62.213609596700003 -0.096529999999999991 -0.083424999999999985 41.898943182100005 0.086555000000000021 -0.092710000000000001 87.818484831100008 42.558389508100007 -0.12546499999999997 75.271450736300025 91.066142252700018 -0.14138499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 5 6 -1 -6 10 -10 -5 12 -11 -14 16 -16 17 18 -15 26 21 27 -23 -24 -25 -22 -20 28 -19 -30
right_child=2 -3 3 8 7 -7 -8 -9 9 11 -12 -13 13 14 15 -17 -18 20 19 -21 25 22 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.0041655181474307404 -0.0021985627641464499 0.0029698070585632754 0.002014047325699412 -2.7012885355427523e-06 -0.0023913317665043713 -8.787261574966194e-05 -3.9094593713662329e-05 0.00019953114312922573 0.0026923594518313801 -0.062749070003705318 -0.0023534533962092305 0.00021838725062963609 0.056822220557759484 0.0022918298216233024 -0.00018042304718816018 -0.0078332746440661002 0.0027237288281513131 -0.00031947373906686817 -0.00044247670153154859 -0.0045200756636606431 -0.0049933242988625497 -0.0008060290494160395 0.0020703095397642821 0.024711666609239229 0.063738552510145666 -0.00042604798017034976 0.0032684630841884215 0.0010958544120870876 0.00086012377533400009 -0.004970892022462369
leaf_weight=0.53454005215165001 0.50869821935512405 0.52213841871164302 0.51402444630574606 0.88958973168345612 0.53827326011148768 3.5294763537343767 1.0151138259951957 0.52086828911914762 0.56899043359461998 0.0027470330059980999 0.5583494369388623 11.802953856295224 0.0066713389232856404 1.5472103461433846 4.0852722527422962 0.60346730212982436 0.51465641095273795 7.6575556207826363 0.50756783298249897 0.5282460636006906 0.56361161085664813 0.50521255981069912 0.54799767559433565 0.03180972121481318 0.028146270047777477 1.5148139087891541 0.52099164866764947 1.040605883051575 0.51267189013919034 0.54134930939643178
leaf_count=203 115 240 87 154 279 357 147 73 84 37 175 678 39 42 124 91 10 122 121 68 137 28 154 18 28 21 87 181 42 92
internal_value=6.21201e-07 0.000336946 -6.14248e-05 -3.08819e-05 0.000112987 0.000369513 0.00141125 -0.00111719 -6.08457e-05 -2.4323e-05 -0.00090919 -7.10743e-05 -0.000231771 -0.000223692 -0.0002416 -0.00116539 1.99192e-05 -6.67926e-05 0.000849379 -0.000584182 -0.000286498 -2.28875e-05 0.00297115 0.00611 0.0430328 -0.00166457 0.00143721 -0.000364643 -0.000539101 -0.00213471
internal_weight=42.7636 6.66041 36.1032 35.5945 6.13827 5.07913 1.54965 1.05914 35.0805 33.6325 1.44794 33.0636 21.2606 21.2579 21.2512 4.68874 16.5624 16.0478 3.10402 1.55681 12.9438 10.8653 1.11317 0.607954 0.059956 2.07843 1.02856 9.75218 8.71158 1.05402
internal_count=4034 1299 2735 2620 1059 707 350 352 2533 2204 329 2120 1442 1405 1366 215 1151 1141 318 276 823 665 228 200 46 158 208 437 256 134
is_linear=0
shrinkage=0.1


Tree=811
num_leaves=31
num_cat=0
split_feature=2 4 3 0 2 3 4 3 2 3 2 3 3 2 1 1 0 2 4 4 4 0 4 4 4 0 0 0 1 0
split_gain=8.43666e-05 0.000367614 0.00173102 0.00379872 0.00203176 0.000869015 0.000587694 0.000738614 0.000383307 0.000361562 0.0011447 0.000602709 0.000401638 0.000353239 0.000241629 0.000321679 0.00358585 0.0100296 0.0108615 0.0171557 0.00703034 0.00323355 0.00435496 0.00259991 0.00240013 0.00167202 0.00168965 0.00107216 0.000923973 0.00451952
threshold=-0.06828999999999999 42.536568606950006 -0.24947 86.643628628100018 1.0000000180025095e-35 -0.27172999999999997 41.965809985500009 0.10249000000000003 -0.02903 0.10661000000000002 -0.011675 0.12201500000000003 0.10469000000000002 -0.072524999999999992 75.408562100950022 67.074341896550024 96.682331287150021 -0.101395 41.360869295700006 41.481306584950012 41.289992964000007 94.773526014550015 38.748048509250005 43.631818398850008 42.310579034350006 94.300357383600002 93.899777122150013 93.133566555000002 62.391047833300007 89.168090812600013
decision_type=2 2 2 2 2 2 2 2 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 -2 -5 -6 9 -8 -3 12 -11 -12 -4 14 15 28 17 20 27 -20 21 22 -17 -21 -22 26 -26 -19 -1 -30
right_child=1 8 6 4 5 -7 7 -9 -10 10 11 -13 -14 -15 -16 16 -18 18 19 23 24 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00013674078195756128 -0.089151012578121303 -0.0032325186233256456 0.00015041298547483023 0.099932302141205367 -0.10004777614438094 0.020728572915291784 0.0052431696562931273 -4.1146258241755957e-05 -0.00031666471485524588 0.0052835506511343605 -0.0013655902043752275 0.0028088642491693096 -0.0027089093785681913 -0.0026257347136357401 0.0011295072490516336 -0.03640849634550955 -0.0004307624136280757 -0.055951099300340271 0.10033271739706758 -0.10027584226521598 -0.10019651158945508 0.08313544162604633 0.043872284804536442 0.00066290842153691847 -0.024104205457452746 -0.069593582539308418 0.0974576047738267 -0.10016127856429138 0.00057138636395169529 0.026574348013617889
leaf_weight=18.268950067164482 0.0063914690057773615 0.5167577365544046 11.355378125551672 0.0021837076753143947 0.0010769381539313949 0.0013333338253929128 0.54632197888159584 0.51277555315639134 3.5338582330527308 0.5684156718881187 1.029160079358596 0.52093562598513177 0.51346992355797283 0.55189415139248765 1.5758837380109927 0.010230947395261203 2.5378387944813632 0.007219318641544902 0.0099946092814207077 0.0096470818955936011 0.0056392899150523599 0.0096465846435158653 0.019900614346752832 0.0034694971158728558 0.0030094444358281791 0.0033713733791000955 0.0018440442509017885 0.022840338664033122 0.53661714940675054 0.076352146580575209
leaf_count=862 35 98 692 12 28 19 82 24 315 46 48 28 21 54 885 36 116 8 1 56 13 17 37 16 47 125 6 74 142 91
internal_value=7.39578e-07 0.000157019 0.000384514 -0.0392965 0.0300645 -0.0332357 0.000413486 0.0026847 -0.000688655 0.000241513 0.00144492 3.73051e-05 2.6713e-05 -0.000125503 -6.57753e-05 -0.000153278 -0.00118619 -0.0191348 -0.0499132 0.00163198 0.0113731 0.0327457 0.0166135 -0.0735763 -0.049948 -0.0154957 0.0220822 -0.0895435 -8.60539e-06 0.00381034
internal_weight=42.7624 19.1081 15.0574 0.0109854 0.00459398 0.00241027 15.0465 1.0591 4.05062 13.9874 2.11851 1.5501 11.8688 23.6543 23.1025 21.5266 2.64465 0.106813 0.0531708 0.0231112 0.0536423 0.0397781 0.0301316 0.0131166 0.0138642 0.00822486 0.00485349 0.0300597 18.8819 0.612969
internal_count=4034 1448 1035 94 59 47 941 106 413 835 122 76 713 2586 2532 1647 552 436 155 73 281 90 73 72 191 178 53 82 1095 233
is_linear=0
shrinkage=0.1


Tree=812
num_leaves=31
num_cat=0
split_feature=2 2 4 0 4 3 3 0 0 4 3 4 1 2 4 2 0 1 1 2 2 2 2 2 2 2 1 0 1 4
split_gain=7.88187e-05 0.000191119 0.000480231 0.00801978 0.00545307 0.00275017 0.00110766 0.00122331 0.000987683 0.000245871 0.000218721 0.000228991 0.000498205 0.000148254 0.00113152 0.000757471 0.000335014 0.000571334 0.000846553 0.000527476 0.00447109 0.00559255 0.00208805 0.00519139 0.000365331 0.00024416 0.00037281 0.000677746 0.00151756 0.0180164
threshold=-0.117885 -0.12546499999999997 40.241071441700008 93.399723909900004 39.685256516350002 0.11660000000000002 0.087555000000000022 87.638358136350021 86.162394622750014 41.243661560350013 0.10010000000000002 41.32819714970001 62.116825104000007 -0.06828999999999999 34.466665687600006 -0.10423499999999999 85.963448721100022 62.079186690200011 61.998532946250002 0.051245000000000013 -0.016334999999999999 -0.053159999999999992 -0.044409999999999998 -0.033799999999999997 -0.0019399999999999999 -0.072524999999999992 75.499969677400017 91.73825678530001 74.739136026450012 41.360869295700006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -1 -3 11 -4 -13 14 15 -2 19 18 24 20 21 -15 -23 -24 -18 26 27 -16 29 -29
right_child=13 9 10 -5 -6 -7 -8 -9 -10 -11 -12 12 -14 16 25 -17 17 -19 -20 -21 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.017973858474151352 0.060124179640505343 0.0021947631853129505 -0.0011376695000855257 9.9465250303271352e-05 -0.092093748697014824 0.072024782265716764 -0.071063232848945376 -0.062713140258792197 0.10001202109074042 -0.00050199955114029208 0.0022933370423783828 0.0033460012886751822 -0.00021883047696087546 -0.0025175753561642888 -0.00011889846501146634 0.0077499159955852631 0.0019881274338418263 2.8313818935088611e-05 0.0050054405850371974 9.0475299630405736e-05 -0.00061160558003433587 -0.10039066441945606 0.022831504244388144 -0.089102882269629105 -0.00068002518136300806 -0.0023477887950060835 0.0016111595358519048 -0.064360068060632949 6.0968407767113948e-05 -0.0010310991114220569
leaf_weight=0.0014142386710674915 0.0050723179949727637 1.0230380923742171 1.0174921938724564 0.51131871581686927 0.016356056489414073 0.0034331503397595506 0.0041510623159823901 0.0018845149895270197 0.0014238277508411556 0.50495187390939111 0.52747984865577269 0.52755159062016588 1.5262236091609618 0.034325535771955629 14.773898408607643 0.0060611154017448099 1.0426167412006186 14.848171444358462 0.57861177955419396 1.0559166734212799 0.50788736059287565 0.009750337040031809 0.00711384881552135 0.0099229202934456584 1.0105792827635038 0.5526530313109842 1.0528704123745303 0.049036188661482849 1.0076128713380965 0.53545979627269702
leaf_count=152 16 24 155 262 13 17 22 17 4 70 63 156 579 28 486 36 33 1023 53 106 125 9 13 38 20 52 208 122 14 118
internal_value=4.32615e-07 0.000347787 -5.08081e-06 -0.00278593 -0.0542587 -0.00397498 -0.0333788 -0.000254794 0.0412184 0.00130357 0.000412178 8.90949e-05 0.000696865 -5.26407e-05 -0.00025872 0.0316113 0.000141333 0.000269008 0.00162696 -0.00123212 -0.00368652 -0.0292411 -0.0634852 -0.0423637 0.000674868 -0.000278464 -0.00021281 -0.000330151 -0.00229045 -0.00634407
internal_weight=42.7543 5.66672 4.13873 0.539982 0.0286629 0.0123068 0.00887364 0.00472258 0.00283807 1.52799 3.59875 3.07127 2.05378 37.0876 17.9827 0.0111334 19.1049 17.48 2.63181 1.62492 0.569 0.0611126 0.0267871 0.0170368 2.0532 17.9715 17.4189 16.366 1.59211 0.584496
internal_count=4034 1534 1440 487 225 212 195 173 156 94 953 890 735 2500 1052 52 1448 1129 106 319 213 88 60 51 53 1000 948 740 254 240
is_linear=0
shrinkage=0.1


Tree=813
num_leaves=31
num_cat=0
split_feature=0 0 0 3 3 4 2 4 4 0 2 3 2 2 0 0 2 3 4 3 0 1 0 1 4 1 4 3 1 2
split_gain=7.26061e-05 0.00025818 0.000107338 0.000314714 0.0005882 0.000757578 0.00149032 0.000191776 0.000378928 0.000341462 0.000286463 0.00309203 0.00897855 0.00295577 0.000285457 0.000505366 0.000278717 0.00118428 0.000504048 0.000858936 0.000433969 0.000476288 0.000412296 0.000252916 0.000953148 0.00311562 0.000376282 0.000408312 0.000451349 0.000411485
threshold=102.89804648475001 102.21786657775002 96.959242474650011 -0.27628999999999998 -0.50325999999999993 48.86568841230001 -0.073609999999999995 40.563919884450009 40.720231579350006 87.278104746850019 -0.13953999999999997 0.085910000000000028 -0.14259499999999997 -0.25236500000000001 85.812895065800021 85.877418060900013 -0.056724999999999998 0.11278000000000003 40.241071441700008 0.10608500000000003 86.565663342300013 61.87486387225001 91.453280223500016 61.993156030000002 42.824128352900011 61.923256118600001 41.218101594450012 0.087795000000000026 62.00390986255001 -0.033799999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 16 9 -9 11 -10 13 -13 -12 -16 18 -18 19 20 21 -5 -22 24 25 -17 -25 28 -28 -29
right_child=-2 -3 -4 7 -6 -7 -8 8 10 -11 14 12 -14 -15 15 23 17 -19 -20 -21 22 -23 -24 26 -26 -27 27 29 -30 -31
leaf_value=-0.10004723728632357 -0.0011900749193319478 0.0022219348100500111 -0.00036501694477593545 -0.00022015993280173393 -0.069760736591500394 0.047304897450918974 0.038352225306436893 -0.0038068992500689177 3.5338902653314534e-05 -0.00014657643409409689 0.0010178188962757149 -0.051461165971583678 0.093837702319394534 0.017264236638955804 -0.0032938558657793372 0.00072292949900520757 0.00042012814529422172 0.0052809102885468095 0.0011655062182130652 -0.004476866248087543 0.0032439196011277318 -0.0037306807872533802 -0.00013739153609880513 0.001294631199905178 0.0013428079141026348 -0.0085885395842552944 0.003215546346237583 -0.0018622923385761591 0.00013908132541847214 -0.00015333207973447358
leaf_weight=0.0016202541593718367 0.50660769855144039 0.52315576186415214 7.1878658137927109 1.3642159309834267 0.001838845223647966 0.001841851615381529 0.0014968461998718929 0.5160582385080541 0.51373673611736848 0.50354041929915638 2.0970878459019415 0.0089206161145511942 0.013981745078126551 0.020966334664080932 0.5177736332188968 1.0120834973640787 6.2042007401270354 0.54528822561223922 2.0289627060667783 0.54038959846083345 0.54793872748908246 0.53924662805097412 1.0547927496161902 2.0449841377360789 1.0206055261005529 0.55716465188925202 0.51697026018518855 2.1640974207895383 6.1493353127534265 4.0376260150262624
leaf_count=66 960 61 544 82 50 8 47 72 288 10 330 37 10 36 25 25 265 31 30 67 70 79 138 46 11 32 7 142 384 81
internal_value=-3.46498e-08 1.42389e-05 -1.34485e-05 5.97419e-05 -0.0214548 -0.00354227 -0.0335872 6.39786e-05 -0.000117244 -0.00199921 -2.44355e-05 0.00221137 0.0276944 -0.00324883 -8.64056e-05 -0.000214906 0.000370536 0.000812829 -0.000120818 -0.000765783 -0.000193815 -0.00121468 0.0010186 -0.000123824 -0.001036 -0.00258313 3.45886e-05 -0.000165657 0.00037766 -0.000749675
internal_weight=42.7444 42.2378 41.7146 34.5268 0.0067978 0.00495895 0.0031171 34.52 21.6949 1.0196 20.6753 0.557605 0.0438687 0.029887 20.1177 18.0206 12.825 6.74949 6.07555 4.04658 3.50619 1.90346 1.60273 17.5029 2.58985 1.56925 14.913 12.868 6.66631 6.20172
internal_count=4034 3074 3013 2469 171 121 113 2298 1536 82 1454 371 83 73 1083 753 762 296 466 436 369 161 208 728 68 57 660 614 391 223
is_linear=0
shrinkage=0.1


Tree=814
num_leaves=31
num_cat=0
split_feature=2 0 0 2 2 2 3 3 4 3 3 1 2 2 2 2 4 4 1 4 3 4 3 2 1 1 0 2 3 2
split_gain=7.38147e-05 0.000317215 0.00124571 0.0010239 0.000225808 0.000590054 0.00048351 0.000971042 0.00129181 0.00227039 0.0235604 0.0146821 0.0168321 0.0120302 0.00142692 0.000851504 0.00040796 0.000290378 0.000245505 0.000219949 0.000462448 0.00021796 0.00146113 0.00219964 0.000182197 0.000360371 0.00044022 0.000335689 0.00032071 0.00020397
threshold=-0.06828999999999999 86.329079026800017 86.479632682150012 -0.018034999999999999 -0.086139999999999994 -0.08786999999999999 0.098545000000000021 0.091935000000000031 42.047301293400004 -0.26533499999999993 -0.085699999999999998 62.154463517850012 -0.075639999999999999 -0.079634999999999997 -0.081629999999999994 -0.075639999999999999 43.111435027700004 38.121007182500009 69.238550691600025 41.035283712600005 0.10301500000000002 34.654301448200009 0.094375000000000028 -0.11347 71.015621515800021 69.563854125350005 90.767723400200012 -0.033799999999999997 0.098075000000000023 -0.026144999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 21 7 8 9 -6 -11 -12 13 14 -13 -8 -10 -17 -9 20 -5 22 23 -1 25 26 27 -4 -26 -29
right_child=1 2 24 19 6 -7 15 18 16 10 11 12 -14 -15 -16 17 -18 -19 -20 -21 -22 -23 -24 -25 28 -27 -28 29 -30 -31
leaf_value=-0.1000920221567738 -0.0044628888580213501 0.0050220734644435038 0.0022224871738560355 0.0032809471119714614 0.0011338971995568997 0.003296645224835755 -0.0052623067966420384 0.0027286563259105814 0.0026793722137109766 0.00071856912767384194 -0.086589238847664202 -0.10015854054629565 -0.087784307977865739 0.077411546991502794 -0.011396845141042059 0.00060507175727651265 -0.00048762164647461531 -0.0018809501903293297 0.00055158509163937594 -0.0013482870311797412 -0.0008704007700019936 -2.8823193526625824e-05 0.045221455589906194 0.04255704376400625 1.0248955337688944e-05 0.0030042356430368834 -0.0023688069465035259 -0.00035509768037071378 -0.0024808066674994653 0.0010947833292795049
leaf_weight=0.0022113210725090027 0.61082006776306852 0.53930010231761372 1.0354998285183681 0.52751104043167518 0.50406797108520784 0.5561404031873004 0.53293470557473277 1.0558353883579914 0.55581808237649055 0.51806955159190693 0.055511184951226811 0.0050130203155756003 0.017324766458064522 0.020589109562706653 0.0028355686578009909 0.87042369364672856 1.5165605421661295 1.0209318793574196 1.016824951100799 0.51279871589108705 0.54617210393189453 15.3800085243655 0.0062573524554843524 0.0021147253055980291 9.5971768415050906 0.55130786985500879 0.54759955275521566 2.5036454732071429 0.54624423793300891 1.5842789790632488
leaf_count=138 111 20 40 62 5 56 45 30 121 13 35 33 23 31 19 17 70 26 35 192 9 1840 34 15 596 105 69 17 117 110
internal_value=1.49975e-07 0.000146341 0.000293257 -0.000983968 -0.000117983 9.66796e-05 -0.000562968 -2.5178e-05 -0.00111851 -0.00384922 -0.00790486 -0.0520184 -0.010083 0.0372541 -0.0680904 -0.00173169 0.000361775 -0.000736854 0.00166061 0.00035547 0.0011692 -1.89514e-05 0.0143269 -0.0303601 0.000137429 0.000563437 0.000326155 0.000614196 -0.0001239 0.000206805
internal_weight=42.7418 19.1024 16.9051 2.1973 23.6395 15.9467 7.69274 5.26845 3.19579 1.12341 0.619343 0.101274 0.0457625 0.0284377 0.00784859 2.42429 2.07238 1.89136 2.07266 1.58648 1.07368 15.3906 0.0105834 0.00432605 16.3658 6.22233 5.67102 5.12342 10.1434 4.08792
internal_count=4034 1448 1074 374 2586 2083 503 415 350 159 154 141 106 83 52 88 191 43 65 263 71 2027 187 153 1054 341 236 167 713 127
is_linear=0
shrinkage=0.1


Tree=815
num_leaves=31
num_cat=0
split_feature=3 1 3 3 1 0 4 3 3 2 3 3 4 3 4 3 0 3 3 3 0 4 4 3 3 3 2 0 0 4
split_gain=8.20534e-05 0.000412006 0.000171263 0.000804812 0.000439373 0.00169843 0.000372868 0.000140971 0.000171184 0.00105881 0.000787727 0.000309484 0.000155847 0.00125823 0.00436403 0.00446895 0.00445332 0.0037774 0.00220702 0.00126485 0.000809068 0.000251319 0.000462107 0.000206655 0.000160684 0.000427309 0.00130338 0.000336664 0.000356851 0.000418979
threshold=0.41214500000000009 62.079186690200011 0.11531000000000002 0.11148000000000002 61.966271448700006 88.098084476650016 41.092444989200011 0.11002000000000002 0.10661000000000002 -0.093879999999999991 0.10507500000000002 0.10335500000000002 37.038444968100009 0.081765000000000018 36.893814626400008 0.09117500000000002 90.297243227400017 0.094175000000000023 0.097015000000000032 0.09914000000000002 93.399723909900004 40.003678352300007 40.098777110850008 0.08481000000000001 0.088145000000000015 0.08883000000000002 -0.097294999999999993 85.705356740550016 86.103248543850015 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=2 -2 3 7 -4 -6 -7 8 10 -10 11 12 13 -1 15 16 -15 -17 -19 -20 -18 -14 -23 -22 -24 26 -26 -27 -29 -30
right_child=1 -3 4 -5 5 6 -8 -9 9 -11 -12 -13 21 14 -16 17 20 18 19 -21 23 22 24 -25 25 27 -28 28 29 -31
leaf_value=-0.0004941720796843652 0.0021013595182634544 -0.00049278391844316332 0.00028049087698209257 0.0038527804952142742 -0.0065325764122818458 -0.0014611575016907027 0.0023218510885605068 -0.0016672554989815231 -0.0020008079456811647 0.004325654181274923 -0.0038679353572755267 0.0023394209431803295 0.0005188487821762769 -0.05063468435650742 -0.10021992286134768 -0.096272654133590416 0.031620312839608797 0.028410492776309484 -0.077649414745865161 0.00085483526274741462 0.099449483634082195 -0.0031000914028997701 0.00012990854791386809 0.06200937295827811 0.0013281402581739117 -0.0026056117497631143 -0.0057516189010123342 0.0013644695112121927 0.00016397180168393642 -0.0016884813235840306
leaf_weight=1.0130666878008967 1.0238565840102185 1.5228307952491338 2.0280325257422165 0.54245137997985082 0.53378110820654012 0.52851736933738058 0.51386447707103899 0.51703747232651309 0.515107933706626 0.54384648872629882 0.53002172091894451 0.56435045438039466 7.6247578160615523 0.004250030013684754 0.0055992747987732008 0.0067529380763400862 0.0036861305998172611 0.0084282874285892817 0.004795906544877146 0.0035876563689040131 0.0053010133072267616 0.51566881756444871 14.82596938951013 0.0020422023444179038 0.50609843580787128 0.5271950522001142 0.5348388898241605 1.5480118247851349 4.5594468253365967 1.6674708807845604
leaf_count=264 20 67 34 63 32 56 17 27 19 49 41 53 551 27 12 44 8 34 16 32 24 46 1791 61 9 104 99 47 110 277
internal_value=-2.97547e-07 0.000550152 -3.51826e-05 2.96194e-05 -0.000692874 -0.00194529 0.000403758 -2.79286e-05 -4.0664e-06 0.00124827 -4.25491e-05 1.72051e-05 -2.20716e-05 -0.00121665 -0.0176851 -0.00578794 0.036335 -0.0331004 -0.00772554 -0.0440544 0.0698478 1.70276e-05 -0.000137978 0.0890371 -7.47785e-05 -0.000399585 -0.00230948 -0.000160118 5.70323e-06 -0.000332086
internal_weight=42.7307 2.54669 40.184 36.5798 3.6042 1.57616 1.04238 36.0373 35.5203 1.05895 34.4613 33.9313 33.367 1.05751 0.0444434 0.0388442 0.0152794 0.0235648 0.0168119 0.00838356 0.0110293 32.3095 24.6847 0.00734322 24.169 9.34306 1.04094 8.30212 7.77493 6.22692
internal_count=4034 87 3947 3808 139 105 73 3745 3718 68 3650 3609 3556 522 258 246 120 126 82 48 93 3034 2483 85 2437 646 108 538 434 387
is_linear=0
shrinkage=0.1


Tree=816
num_leaves=31
num_cat=0
split_feature=1 0 1 2 2 3 4 2 0 1 2 3 0 0 2 0 3 0 0 2 2 0 1 2 0 0 0 0 0 3
split_gain=7.10421e-05 0.000423513 0.000376508 0.000292387 0.0011576 0.000265816 0.0027963 0.000959654 0.000240021 0.000211819 0.00101799 0.00284996 0.000461423 0.00121867 0.00098594 0.000392086 0.00131842 0.000184434 0.000376384 0.000139362 0.00012975 0.000228848 0.00011584 0.00105626 0.000721501 0.00416258 0.00512974 0.00186042 0.00565009 0.0146125
threshold=62.020040611300011 85.812895065800021 62.009286778800011 -0.095204999999999998 -0.11963999999999998 0.10301500000000002 41.646178195200001 -0.080019999999999994 86.479632682150012 62.025417527550012 -0.63113999999999992 0.097450000000000023 86.382848189450016 86.420486603250012 -0.075639999999999999 86.643628628100018 -0.52484999999999993 86.103248543850015 85.995710218650018 -0.12546499999999997 -0.048954999999999992 86.565663342300013 66.590419433100024 -0.028049999999999999 94.625660817400004 92.313586825200005 90.767723400200012 93.953546284800012 93.692765846100016 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=2 -2 3 4 19 6 -5 8 -8 -3 11 -11 14 -14 17 -15 -17 18 -12 -1 -7 -22 23 -18 25 26 -24 28 29 -27
right_child=1 9 -4 5 -6 20 7 -9 -10 10 12 -13 13 15 -16 16 22 -19 -20 -21 21 -23 24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.00049509967316792454 0.0028264059336808116 0.0014255437622037895 -0.002042517611978796 0.0070998951976632948 -0.0051006629281167238 0.00015326329455618814 -0.00061858326745259807 -0.0043257423785952849 0.0015577788682918192 -0.10024840270364435 -0.001245452174011198 0.014332418822671431 0.0048531204977625107 -0.0018762731605394337 -0.0050814542930927228 -0.10005382958839673 0.00011243250431154596 -0.0012355681382191473 0.0025832156496047622 0.00183738701472744 -0.0018653871103591407 0.00023548321332947099 0.0099744888492262693 0.0045755457606065216 6.808443069377125e-05 0.059041386198863434 -0.072566435692532516 -0.0035920073385092518 0.055508800176309908 -0.051560357067614596
leaf_weight=0.51560524598431445 0.5503386883356346 1.0474824482080318 1.0257891266236061 0.59511295045178148 0.5278489126504845 3.4208725732996754 1.0094626892990288 0.52432910210488959 1.0175364008173344 0.0037441819350111372 0.5152118808309758 0.0051657183285769293 0.53113139704601309 1.0522206701116399 0.54154417719295267 0.0013144898216798087 9.2101825606414405 1.0204249728885768 0.5118577670364175 0.50906050564890382 1.0715851995116845 1.0045802621898472 0.012690469662329895 0.56266265869202925 15.326085409943765 0.02053452689344315 0.018513548630256338 0.52333856636184128 0.022186716724469591 0.028558682935454272
leaf_count=365 236 22 40 127 49 36 45 152 9 39 30 13 20 30 38 30 298 22 23 8 34 11 57 83 1858 39 77 154 43 46
internal_value=-2.89485e-07 7.66672e-05 -0.000216346 -3.26199e-05 -0.00129616 0.000194334 0.000927329 -0.00051246 0.000473932 2.77803e-05 -2.11753e-05 -0.0338176 -1.11038e-05 0.000109855 -0.00128699 1.57754e-05 9.3162e-05 -0.000283389 0.00066263 0.000663695 -0.000225224 -0.000848853 9.82794e-05 0.000369392 -6.78164e-05 -0.00339596 -0.0389976 -0.00152768 0.0136286 -0.00529827
internal_weight=42.727 31.5052 11.2218 10.196 1.55251 8.64348 3.14644 2.55133 2.027 30.9549 29.9074 0.0089099 29.8985 27.3094 2.58904 26.7783 25.7261 2.04749 1.02707 1.02467 5.49704 2.07617 25.7248 9.77285 15.9519 0.625823 0.031204 0.594618 0.0712799 0.0490932
internal_count=4034 3158 876 836 422 414 333 206 54 2922 2900 52 2848 2735 113 2715 2685 75 53 373 81 45 2655 381 2274 416 134 282 128 85
is_linear=0
shrinkage=0.1


Tree=817
num_leaves=31
num_cat=0
split_feature=3 1 3 3 1 0 4 1 3 3 0 4 1 4 3 2 3 2 2 1 2 2 2 0 0 1 2 0 4 4
split_gain=9.18983e-05 0.000410261 0.000167896 0.000632532 0.000395977 0.00157479 0.000288949 9.35118e-05 0.000441796 0.001809 0.00034962 0.000554158 0.000385958 0.000268065 0.000244959 0.00153543 0.000349115 0.00113774 0.00120073 0.000402563 0.00340184 0.000717364 0.000309506 0.000480275 0.0010613 0.000622324 0.00130688 0.000573461 0.00609832 0.00817443
threshold=0.41214500000000009 62.079186690200011 0.11531000000000002 0.11148000000000002 61.966271448700006 88.098084476650016 41.092444989200011 61.987779113750001 0.10301500000000002 0.094175000000000023 85.877418060900013 43.182896969600009 61.87486387225001 41.571132012400007 0.10335500000000002 -0.073609999999999995 0.097450000000000023 -0.026144999999999998 -0.12546499999999997 62.009286778800011 -0.63113999999999992 -0.084275000000000003 -0.095854999999999996 87.350693116400024 86.83719761350001 64.665483411650015 -0.08854999999999999 96.163458868000006 36.893814626400008 38.748048509250005
decision_type=2 2 2 2 2 2 2 2 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 7 -4 -6 -7 8 9 10 13 12 -12 -1 16 -16 19 18 -18 21 -21 -9 -22 24 -24 26 -25 28 -27 -30
right_child=1 -3 4 -5 5 6 -8 14 -10 -11 11 -13 -14 -15 15 -17 17 -19 -20 20 22 -23 23 25 -26 27 -28 -29 29 -31
leaf_value=0.002299193805191261 0.0021300149199128737 -0.00045836269092184478 0.00023579196462804298 0.0034217099620274145 -0.0062920681196668134 -0.0012541896357173661 0.0020769183500825238 -0.00071002575557845699 -0.0019088476953127414 0.0054058882071900041 -0.0011926022164542634 0.00012610151515245348 -0.0050594464362004868 -0.00090990585202637699 -0.00035099119763962715 0.0053915304979760947 0.00014808346224507053 0.0023488780637475086 -0.0065279957119915247 -0.10022473206144954 0.00056337142487037956 0.0045469517188438105 -0.00055774296486773287 -0.0013113175576384174 -0.0052328553618046269 -3.6333808961526251e-05 0.0056315742682480621 0.00011178364420114409 -0.085110849303109526 -0.01172745851919587
leaf_weight=0.52413884044761927 1.0240368426023003 1.5232165074025714 2.0274108206676811 0.54075825857684989 0.53416301195552751 0.52885248178385136 0.5129944413316001 0.50891788873485666 1.4335068498003236 0.55743696621769334 0.50400269632064032 1.0039119328394006 0.52909910034850327 0.51710678085157036 2.0353724186755042 0.60372177311008002 0.51668063475267512 0.52323800436602264 0.56291511743263856 0.0033886353333930632 6.6568448045234474 0.52981316410660528 5.1346032451535821 0.50864530439139344 0.53629019828804292 1.0250719651302789 0.58056258280976247 11.142575044409133 0.019085952270415818 0.074166824203732939
leaf_count=273 20 67 34 63 32 56 17 25 31 56 9 7 42 286 75 90 52 40 99 39 1151 22 261 10 37 49 72 717 47 255
internal_value=-2.56537e-07 0.000582207 -3.71868e-05 2.69822e-05 -0.00068845 -0.00187741 0.000386013 -2.39662e-05 -0.000422109 0.000164093 -0.000785135 -0.00154708 -0.00317299 0.00070548 4.12192e-05 0.000962674 -4.46411e-05 -0.00147812 -0.00333291 4.13478e-05 -3.67147e-05 0.00197134 -2.34931e-05 -0.00022888 -0.000999863 9.86201e-05 0.00238934 -0.000104878 -0.00226361 -0.0267468
internal_weight=42.7225 2.54725 40.1753 36.5719 3.60342 1.57601 1.04185 36.0311 5.0692 3.6357 3.07826 2.03701 1.0331 1.04125 30.9619 2.63909 28.3228 1.60283 1.0796 26.72 25.6812 1.03873 25.6778 19.021 5.67089 13.3501 1.08921 12.2609 1.11832 0.0932528
internal_count=4034 87 3947 3808 139 105 73 3745 704 673 617 58 51 559 3041 165 2876 191 151 2685 2638 47 2599 1448 298 1150 82 1068 351 302
is_linear=0
shrinkage=0.1


Tree=818
num_leaves=31
num_cat=0
split_feature=4 2 4 0 2 2 4 1 4 4 4 0 3 4 4 1 1 4 0 1 1 0 3 4 0 1 3 2 2 2
split_gain=0.000100987 0.0012273 0.000404401 0.000464253 0.000246773 0.000463673 0.000306875 0.000228924 0.000598963 0.0010003 0.000453656 0.00050835 0.000449445 0.000271289 0.00172895 0.000256094 0.000399514 0.000552134 0.000205277 0.000336981 0.000945941 0.00204021 0.000421249 0.000268197 0.000256541 0.000208489 0.000432098 0.000253608 0.00112539 0.000722451
threshold=40.563919884450009 -0.69416999999999995 40.720231579350006 87.278104746850019 -0.12546499999999997 -0.10051499999999999 40.413896136950008 61.993156030000002 42.824128352900011 41.436838994450007 41.319407281650008 86.479632682150012 0.090390000000000012 41.218101594450012 40.984321400500008 80.882262854550007 72.752365468100024 43.272784938550004 85.812895065800021 62.095317438950012 62.041548276350007 87.48511602295001 0.093580000000000024 42.779078631750004 85.667718326750006 62.116825104000007 -1.0000000180025095e-35 -0.088224999999999984 -0.077085000000000001 -0.096529999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -6 -7 8 9 10 11 -4 -10 14 -9 16 18 -18 24 20 22 -22 23 -20 -15 26 -21 29 -29 -27
right_child=2 4 7 -5 5 6 -8 13 12 -11 -12 -13 -14 15 -16 -17 17 -19 19 25 21 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=0.10003090846891527 -0.0041526483515287862 -0.0010235394142477611 -0.0041758620608771477 -0.00045955453423488245 0.0031221224222667456 7.2074848681280025e-05 0.001863777713969234 -5.407256163223549e-05 -0.00081160326067999987 -0.0052019164653826543 0.00099316660449747635 0.00027980938151980333 0.0033625901852924033 -0.00025325788180879336 0.0059633728583638225 0.0021317973957810936 -0.0042495581153572546 0.00034576246334712223 0.0019872548573895889 -0.00055485254729541438 -0.0075600363240240628 0.0011846722095528771 -0.0016311378048998147 -0.00029969198287157838 0.0028910263198532573 -1.4730019110108842e-05 0.003550923787388219 0.004667236542119169 -2.2057633665583997e-06 -0.0040344469107765927
leaf_weight=0.0012311144707116686 0.51377210040736798 1.5428888630255926 0.52277191310878357 1.0086345503248848 0.56212344173605444 13.80310557019952 1.0270662955532568 3.0382124652569353 0.51347612992467551 0.58539033262992113 1.009816434122399 0.50188103763503022 0.51833665509668947 0.50763623975537153 0.56651830342049514 0.51531252324046661 0.53952249007498698 0.50732553770483013 1.0356768366546019 0.49814794957637787 0.56398016322236777 0.50632397597655654 1.0207162236911242 1.0156873966479905 0.53082360898970649 3.0457365232339302 0.52802353379956801 0.57440336419790572 5.088958819750828 0.52404251292389847
leaf_count=10 72 502 49 39 117 864 36 82 209 140 13 6 22 170 70 507 124 191 22 2 59 3 25 28 56 273 64 69 154 56
internal_value=-2.84682e-07 0.000189417 -0.000124905 -0.00170588 0.000182159 0.000303015 0.00019616 -2.56882e-05 -0.000755438 -0.00155918 -0.000511031 -0.00199345 0.00128533 0.000103627 0.000891627 -6.344e-05 -0.000132054 -0.00202256 -3.87627e-06 -0.000101787 -0.000863042 -0.00342322 2.89158e-05 0.000854924 0.00135399 0.000205583 0.0015578 5.52971e-05 0.00047139 -0.000604823
internal_weight=42.7175 16.9364 25.7811 1.52241 16.9352 15.3923 14.8302 24.2587 3.65167 2.61986 2.03447 1.02465 1.03181 20.607 3.60473 17.0023 16.487 1.04685 15.4402 14.4017 4.14238 1.0703 3.07208 2.05136 1.03846 10.2593 1.02617 9.23314 5.66336 3.56978
internal_count=4034 1529 2505 111 1519 1017 900 2394 439 208 68 55 231 1955 152 1803 1296 315 981 755 137 62 75 50 226 618 66 552 223 329
is_linear=0
shrinkage=0.1


Tree=819
num_leaves=31
num_cat=0
split_feature=3 3 4 3 4 2 2 2 2 2 3 0 4 4 0 4 1 4 0 4 4 4 0 3 0 1 1 1 1 1
split_gain=9.93315e-05 0.000316122 0.000309883 0.000970158 0.00221818 0.0205816 0.00386454 0.00450255 0.00575412 0.00224686 0.000529259 0.000448581 0.000445257 0.000451008 0.000360094 0.000697376 0.000337514 0.000351781 0.000325764 0.00110873 0.00177878 0.000424824 0.00024713 0.000673984 0.0029295 0.000403591 0.000463861 0.00100324 0.000353787 0.000592824
threshold=0.091935000000000031 0.092260000000000023 41.218101594450012 0.10371000000000001 42.536568606950006 -0.026144999999999998 -0.053159999999999992 -0.072524999999999992 -0.14138499999999998 -0.084794999999999995 0.11660000000000002 87.350693116400024 40.984321400500008 40.636252116050009 97.39208423365001 37.784765830350004 62.009286778800011 41.942745071500006 85.812895065800021 39.685256516350002 37.311503175250003 40.280372415600006 87.278104746850019 0.088145000000000015 86.135510041400025 62.116825104000007 62.55235532115001 64.665483411650015 66.351146659450009 70.897329358050015
decision_type=2 2 2 2 2 2 2 2 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 12 4 5 6 7 8 -4 -10 16 -12 13 14 18 -16 -5 -18 -3 20 -20 -21 23 -1 -25 -24 -27 -28 -29 -30
right_child=1 2 3 10 -6 -7 -8 -9 9 -11 11 -13 -14 -15 15 -17 17 -19 19 21 -22 -23 25 24 -26 26 27 28 29 -31
leaf_value=-4.6727805041778894e-05 0.0018761121840309451 -0.00023988408893789874 0.0086953094463287691 0.0036773849930822854 0.0015261907655327014 0.00014132161977987889 -0.10080764294102768 -0.0018835044227596685 -0.053264311471433047 -0.10048086720503287 -0.0023305417257044069 0.00013775157992445053 0.0023421122025376597 -0.0018033551350576729 0.00031887368045981171 -0.0038601691761126961 0.0024354776349840377 -0.0012502816870689395 -0.00018608667177433171 -0.00040543233264169756 0.0077479424736009717 0.001704769265172104 0.002884832792588856 -0.00013829766232952606 -0.0083486814759598498 -0.0028574748342387849 0.0043792779776962122 -0.0025691990447428547 0.0031274389832909779 -8.6943321588596706e-05
leaf_weight=8.1870079471248172 1.0270877642947613 2.4542713048621918 0.0099971256919242357 0.52893970861562367 0.53629600257749055 0.51430931350046194 0.01425904713622117 0.018807909538736567 0.020886302062109063 0.019476153782080008 1.0410132826708607 2.5153225207246415 1.0476609709276505 1.0337310628748841 1.5192447317395417 0.5416880782942125 0.51237251132442896 0.5235541622887746 0.5451827457258831 2.5386928051517756 0.58663734590744632 1.528387397615006 0.52102009393183557 2.0243097284560956 0.5533736674569808 0.52762685653578856 0.54108410370667925 0.52276327215167739 0.60812677350370314 10.152929548188931
leaf_count=905 31 81 41 17 92 31 8 15 38 25 38 41 38 35 134 115 10 57 77 41 93 23 23 101 29 22 64 49 288 1472
internal_value=-1.32741e-07 0.00016961 7.25099e-05 -0.000496458 -0.00314296 -0.00733219 -0.053405 -0.0436328 -0.059225 -0.0760478 8.95808e-05 -0.000584769 0.000374237 0.000182416 0.000393733 -0.000779531 0.00162212 0.000572706 0.000709682 0.00115795 0.00392623 0.00038757 -0.000137128 -0.000490721 -0.00190089 0.000158542 4.35493e-05 0.000172993 -2.87077e-05 9.47072e-05
internal_weight=42.7161 19.0778 18.0507 6.25523 1.13403 0.597736 0.0834265 0.0691675 0.0503596 0.0403625 5.1212 3.55634 11.7955 10.7478 9.7141 2.06093 1.56487 1.03593 7.65317 5.1989 1.13182 4.06708 23.6382 10.7647 2.57768 12.8736 12.3525 11.8249 11.2838 10.7611
internal_count=4034 1081 1050 413 250 158 127 119 104 63 163 79 637 599 564 249 84 67 315 234 170 64 2953 1035 130 1918 1895 1873 1809 1760
is_linear=0
shrinkage=0.1


Tree=820
num_leaves=31
num_cat=0
split_feature=2 2 0 2 2 2 1 1 2 1 1 1 0 0 2 4 4 0 3 3 1 1 3 3 0 1 0 3 2 3
split_gain=0.000100241 0.000356539 0.000251926 0.000536679 0.00361564 0.00518897 0.000418756 0.000738996 0.000518326 0.000294068 0.000386075 0.000244087 0.000247658 0.000228647 0.000669797 0.000656152 0.0174317 0.00277167 0.0021781 0.00717736 0.00280609 0.0040754 0.000877703 0.00128555 0.000717911 0.000562722 0.000634898 0.000868107 0.000410131 0.000964164
threshold=-0.06828999999999999 -0.072524999999999992 85.963448721100022 0.051245000000000013 -0.018034999999999999 -0.053159999999999992 62.079186690200011 61.998532946250002 -0.0019399999999999999 62.095317438950012 62.132955852800002 75.408562100950022 99.994511703900017 86.256490657300006 -0.077729999999999994 41.806790701050012 41.942745071500006 86.103248543850015 0.087795000000000026 0.087555000000000022 62.181348099150007 57.772276765200012 0.09062000000000002 0.097015000000000032 85.995710218650018 73.037342029850024 86.643628628100018 0.086520000000000027 -0.08786999999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 5 -2 7 8 -4 -8 -11 13 -13 15 25 -1 -17 18 19 20 21 -18 -20 -24 -22 26 27 -15 -28 -30
right_child=2 -3 6 -5 -6 -7 9 -9 -10 10 -12 12 -14 14 -16 16 17 -19 22 -21 24 -23 23 -25 -26 -27 28 -29 29 -31
leaf_value=-1.0320119076331001e-07 -0.0024069297226384386 -0.0026581286689792189 0.002118609082665362 0.00030819044302828584 -0.00082604306875368703 -0.06370745298613352 -0.0022627245209758816 0.0046116472600407285 -0.0010612302177253423 0.0028462342775107475 5.9174672164242051e-05 0.0028528547156054327 0.0002141143614744013 4.7042427560136282e-06 -0.0038316733123289087 0.093733808956037432 0.0033769277628309408 0.0020119404588640846 -0.10006534652956003 0.10008136673816614 0.0039319977265855656 -0.10016635426323135 -0.0044246834541501476 -0.079018931506540963 0.10002466389192473 -0.0034966646649423083 -5.4576168765398087e-05 -0.0037235172898157629 -0.00018597472887654575 0.004906760574997877
leaf_weight=7.9933122991454955 0.033952566388165906 0.54843614363041737 1.0432563455979114 1.0577230965453446 0.50861913769703726 0.023274582819636236 0.51938957257516349 0.57536067249930045 1.007822292821406 0.51558038720395316 13.810706251291247 0.54268691633746868 1.0321698854940846 1.522124170049197 0.55462625851262437 0.020639451962778943 0.0068409723492062211 0.51629740592034068 0.0037619214444077906 0.0048442275729030362 0.0016251353909595414 0.0085548239792849756 0.0044937521220731469 0.0047550678444991945 0.0014905984280630946 0.52078437486251239 7.6751713325631981 1.0591342279458329 0.99875383824111319 0.59215557449699419
leaf_count=381 28 54 33 106 135 50 9 53 20 11 1003 141 744 28 54 9 108 14 35 2 69 87 21 32 2 98 511 25 4 167
internal_value=-4.32471e-07 -0.000138204 0.000169929 -0.00102161 -0.00350736 -0.0273382 0.00028065 0.00144457 0.000556157 7.47336e-05 0.000159477 -7.82841e-05 0.00112341 -0.000166351 -0.000431933 0.00023428 0.00350218 0.000132445 -0.0265509 -0.00828492 -0.036643 -0.0541579 -0.0593403 -0.0427756 0.0499037 -0.000279477 -0.000138057 -0.00152505 0.000248319 0.0017096
internal_weight=42.7083 23.6127 19.0957 1.62357 0.565846 0.0572271 17.4721 2.62644 2.05108 14.8457 14.3263 23.0642 1.57486 21.4894 12.9227 8.56662 0.573303 0.552664 0.0363665 0.0233558 0.0185115 0.0153958 0.0130107 0.00924882 0.00311573 12.3681 11.8473 2.58126 9.26608 1.59091
internal_count=4034 2586 1448 319 213 78 1129 106 53 1023 1014 2532 885 1647 887 760 379 370 356 268 266 195 88 53 71 833 735 53 682 171
is_linear=0
shrinkage=0.1


Tree=821
num_leaves=31
num_cat=0
split_feature=3 3 0 0 2 1 3 2 4 3 4 4 1 1 0 0 1 1 0 0 0 0 4 3 4 4 2 2 0 3
split_gain=8.60655e-05 0.000255469 0.00111004 0.00216339 0.000220463 0.000472169 0.000215261 0.00044715 0.000294769 0.000192153 0.000192066 0.000693218 0.00295727 0.00668913 0.00678775 0.000310694 0.000236387 0.000872686 0.000289986 0.000802002 0.00073547 0.000328443 0.000836561 0.000325145 0.000768889 0.000316988 0.000239898 0.000504092 0.000232852 0.000202131
threshold=0.091645000000000018 0.088145000000000015 87.278104746850019 86.135510041400025 -0.055334999999999995 75.271450736300025 0.08729000000000002 -0.086719999999999992 40.844669808050007 0.089415000000000022 39.685256516350002 38.121007182500009 71.365121072750014 62.00390986255001 93.55565448145002 85.764502819450016 62.020040611300011 62.025417527550012 86.329079026800017 86.420486603250012 86.565663342300013 90.767723400200012 41.257403903850005 0.11768500000000003 40.241071441700008 40.844669808050007 -0.083954999999999988 -0.032369999999999996 96.959242474650011 0.09914000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 9 5 -4 -1 8 -8 -3 11 29 13 -13 -15 -12 26 -18 -19 -20 -21 23 25 24 -22 28 -17 -28 -23 -2
right_child=10 2 4 -5 -6 -7 7 -9 -10 -11 15 12 -14 14 -16 16 17 18 19 20 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-8.8053755161580111e-05 -0.0015869699401956019 0.0012011311016124288 0.0035675943256510811 -0.0079340518063479078 -0.0011528338653106092 -6.9906528342606852e-05 0.00063599972079281827 -0.0011855257760188314 0.0040027744127042342 -0.0015405643001929099 0.0023245009936113691 0.056676637943133483 0.0010672596373590072 -0.029909595002652722 0.043481908571847847 -4.0033310031957505e-05 0.0041917768214047675 -0.0012498284831147146 0.0040337406409599857 -0.0036657691396545615 -0.00045761328945452344 0.00049316895094707758 -0.0040869554537443856 0.00027166813228888474 0.0049481512879734121 0.0024420074306517867 -0.0030134516388950192 -0.00015803520188143312 -0.0020857777059881759 0.00053671367254941099
leaf_weight=17.354579795631917 0.5277785353114911 0.50923539586810074 0.54976686568486943 0.55410280746036722 0.53005721543373141 1.0169763923216799 0.51213906227182293 0.54725777311189494 0.5283040328312012 0.51329480255559534 0.55201895131540091 0.032675629310688126 0.52750486990817702 0.031888693807559321 0.020835759736655746 3.5511929850763408 0.52404453180497412 1.5508528718009973 0.52172639383934427 0.51549373235320661 0.50412613363005288 1.0182145493892178 0.54111195365422338 2.51346126270073 0.55037075514951539 0.52850809301483526 1.0354504620304399 1.5344972427665187 0.53356337007723897 2.9717199715719929
leaf_count=2331 105 29 80 29 152 95 25 76 43 63 110 24 83 28 26 27 10 55 6 11 3 28 177 22 53 27 40 26 59 191
internal_value=-3.0321e-07 -0.000134098 -0.000897308 -0.002902 0.000610065 0.00120648 1.39095e-05 0.00112843 0.00234554 -0.000175159 0.000150335 0.000759781 0.00386215 0.0211258 -0.000906587 -6.55718e-06 -8.99923e-05 0.000227602 -9.07378e-06 0.000257197 -3.6668e-05 0.000265589 -0.000584277 0.000889991 0.0023638 0.000326819 -0.000572598 -0.0013085 -0.000393576 0.000216429
internal_weight=42.7028 22.6157 3.67343 1.57663 2.0968 1.56674 18.9423 1.5877 1.04044 1.02253 20.087 4.1124 0.612905 0.0854001 0.0527245 15.9746 15.4226 9.30147 8.77743 7.22658 6.70485 6.18936 2.6214 3.56796 1.0545 2.08029 6.12114 2.56995 1.55178 3.4995
internal_count=4034 2923 448 121 327 175 2475 144 68 92 1111 457 161 78 54 654 544 451 441 386 380 369 291 78 56 114 93 66 87 296
is_linear=0
shrinkage=0.1


Tree=822
num_leaves=31
num_cat=0
split_feature=4 2 4 0 0 3 3 3 3 3 3 0 1 4 0 3 1 2 3 3 4 4 1 2 1 3 4 4 3 1
split_gain=9.01371e-05 0.00110857 0.000327374 0.000386126 0.000277716 0.0023073 0.0032769 0.00138057 0.00218301 0.00065008 0.00130596 0.000244646 0.00035946 0.00117669 0.000674007 0.00118602 0.000799777 0.000626 0.00233466 0.000988987 0.000300497 0.0111418 0.00248176 0.00696743 0.00237048 0.00125046 0.000575593 0.000312249 0.000286341 0.000196978
threshold=40.563919884450009 -0.69416999999999995 40.720231579350006 87.278104746850019 102.21786657775002 0.096995000000000012 0.078105000000000022 0.081280000000000019 0.086355000000000029 0.096515000000000031 0.090735000000000024 85.812895065800021 62.068432857650002 42.824128352900011 86.420486603250012 0.085910000000000028 62.095317438950012 -0.091179999999999997 0.096010000000000026 0.089305000000000023 41.385032804600009 41.571132012400007 61.977025281250008 -0.092710000000000001 61.45546440395001 0.089415000000000022 42.824128352900011 49.283271594150008 0.085820000000000021 75.271450736300025
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 6 -6 -8 -9 10 -10 20 13 17 15 -14 -16 -13 19 -19 -4 -22 23 24 25 27 -25 -23 -15 -3
right_child=2 29 4 -5 5 -7 7 8 9 -11 -12 12 14 28 16 -17 -18 18 -20 -21 21 22 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.10002778360242454 -0.0037678990072499059 0.00028186327293012938 0.00021279740170279337 -0.0004024818608088284 0.097112302440297227 0.0009888998270427688 -0.10005248805112227 0.092541649959022851 0.0030526472948694322 0.050188209819640388 -0.10021490099304931 -0.00062733161122303536 -0.00098495451179704953 -0.00033786356099877585 -0.0039046822170910977 0.0057275759850533197 7.3810245605201839e-05 -0.0043711116429747347 -0.0084026114648832768 0.00088045688814582376 0.060641648733807868 0.016146235023742902 0.000993118909674226 -0.10023453435654735 0.07925515712440688 -0.10004028860763325 -0.031295849559833354 -0.031014837941543506 0.0018361518215792628 -0.00089176438124071225
leaf_weight=0.0011118632881509374 0.51488952232294893 15.355336451220792 1.5240355666460259 1.0089952807286722 0.0060837270248423744 0.50347923773124592 0.0010924983691106118 0.0028855791826950849 0.0050041999357084421 0.0015254281461238861 0.001621411919999538 2.5177342429669807 0.50097141301739678 1.000733334974939 0.52599301869485948 0.55463930165296915 12.831127627012902 0.55200988926481231 0.57531069205879237 1.0234917591415067 0.031585024252080984 0.0054872537750624284 0.5255391079630326 0.0094094741622824385 0.0041930078673431135 0.0013673265955276293 0.0013900431205107209 0.0018865635847760132 1.5353156734672664 1.5769311905549575
leaf_count=10 72 881 50 39 195 40 102 67 128 2 25 16 9 13 23 58 950 60 51 26 15 114 224 73 10 14 85 10 34 638
internal_value=-1.07152e-07 0.000179118 -0.000117885 -0.00153959 -2.85223e-05 0.00225376 0.0372198 0.00717892 0.0177936 -0.00866823 -0.0222189 -7.87136e-05 -0.000178922 -0.000755679 0.000109385 0.00254195 -8.28597e-05 -0.0016976 -0.00295045 -0.00095954 0.000950434 0.00288582 -0.000435334 -0.0320658 0.0174435 -0.0122067 -0.0913612 0.00408025 0.000978278 0.000172561
internal_weight=42.7012 16.9334 25.7678 1.52388 24.2439 0.521692 0.0182128 0.0121291 0.0110366 0.00815104 0.00662561 23.7222 21.6173 7.2046 14.4127 1.05561 13.3571 4.66855 2.15081 1.5755 2.10489 0.580858 0.549273 0.0237337 0.0129342 0.00874114 0.0107995 0.00737382 2.53605 16.9323
internal_count=4034 1529 2505 111 2394 559 519 324 222 155 153 1835 1240 200 1040 67 973 153 137 86 595 545 530 306 148 138 158 124 47 1519
is_linear=0
shrinkage=0.1


Tree=823
num_leaves=31
num_cat=0
split_feature=2 0 0 4 2 2 1 3 2 1 0 2 1 1 3 3 2 4 0 1 2 4 1 3 4 2 4 2 4 3
split_gain=0.000111247 0.000331809 0.00145526 0.000954296 0.0070668 0.0133675 0.000612825 0.000376707 0.000311406 0.000252487 0.00327882 0.00748237 0.00670869 0.00456345 0.00166297 0.00371719 0.00137834 0.000197671 0.000431552 0.00100874 0.00107442 0.000348936 0.000652389 0.00823248 0.0101156 0.00172616 0.00140403 0.000591413 0.000318234 0.00123657
threshold=-0.06828999999999999 86.329079026800017 86.479632682150012 40.80591513400001 -0.032369999999999996 -0.058374999999999996 62.009286778800011 0.081965000000000024 -0.072524999999999992 75.499969677400017 99.994511703900017 -0.088224999999999984 75.634392583900009 76.279622535200005 0.092465000000000033 0.087475000000000011 -0.14138499999999998 42.310579034350006 86.162394622750014 61.993156030000002 -0.078649999999999984 43.077238082650005 62.009286778800011 0.084565000000000015 43.89540535710001 -0.095204999999999998 45.295823381400005 -0.08786999999999999 41.481306584950012 0.093735000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 -3 6 5 -5 7 -2 9 17 11 12 -11 -14 15 16 -15 18 28 -20 -21 27 -23 -24 25 -25 -26 -19 -1 -30
right_child=1 2 -4 4 -6 -7 -8 -9 -10 10 -12 -13 13 14 -16 -17 -18 21 19 20 -22 22 23 24 26 -27 -28 -29 29 -31
leaf_value=-4.7376525584262983e-05 -0.00038987062503985847 0.0054352980099725747 0.00016098551164356588 0.017371742783518069 -0.0014955066495784611 -0.10039381136711088 -0.0025367318549949823 0.0033367759975834535 -0.0024993444042037071 0.07707026090736363 0.00035305734005297362 0.08763725033807962 -0.10023655867283165 0.029204707258598285 -0.067001005744095843 0.10006164202088833 -0.10013111955353685 0.00017813194818413881 -0.0049313262997374881 -0.00023763160720205166 -0.0047892667511465134 0.00070781679974387421 -4.5865346723858665e-05 -0.039431289627216752 0.067698760458738669 -0.10049226544315969 -0.0028160941612330216 0.0041651284257673586 0.0054482938554428848 -0.00048380807698064019
leaf_weight=5.9429112281995851 0.50382119110873114 0.54040795567834976 16.360305778246925 0.017991651889133209 0.53516063512898071 0.020760453077542707 0.52673858383113259 0.58760274967291437 0.54881422185168105 0.0070826212522661072 1.0329235287386498 0.014216120901694107 0.0070374985579428886 0.001430456918154464 0.0023266962326502494 0.0036761739174835384 0.0019434842998293806 1.0392165731688532 0.5358318725193375 9.7143397247311611 0.54785797539449888 1.5238592483383624 0.50930517117012009 0.0061624528673291925 0.005060717976448359 0.01861387052250052 0.0063878564257038306 0.57952164537459649 0.53595402659638569 1.0204763903443987
leaf_count=332 13 20 1054 13 231 28 32 57 54 7 741 14 17 60 22 4 6 108 22 407 52 155 277 42 11 38 29 113 53 22
internal_value=2.14046e-08 0.000179498 0.000329634 -0.000978038 -0.00448154 -0.0457182 0.000264546 0.00161649 -0.000145148 -8.91099e-05 0.00141048 0.0303723 -0.00427415 -0.0393735 0.00630554 0.0304983 -0.0452963 -0.000162136 -0.000296757 -0.000701483 -0.000480625 0.000505738 -0.000354537 -0.00332207 -0.0493839 -0.085305 0.0283542 0.00160551 0.000285994 0.0015589
internal_weight=42.6977 19.0928 16.9007 2.19208 0.573913 0.0387521 1.61816 1.09142 23.6049 23.0561 1.07064 0.0377131 0.0234969 0.0164143 0.00937681 0.00705012 0.00337394 21.9855 18.2974 10.798 10.2622 3.68813 2.06939 0.54553 0.0362249 0.0247763 0.0114486 1.61874 7.49934 1.55643
internal_count=4034 1448 1074 374 272 41 102 70 2586 2532 871 130 116 109 92 70 66 1661 888 481 459 773 552 397 120 80 40 221 407 75
is_linear=0
shrinkage=0.1


Tree=824
num_leaves=31
num_cat=0
split_feature=3 2 2 4 1 0 0 0 4 2 0 0 2 4 4 4 0 2 0 0 0 2 1 0 4 4 3 1 2 2
split_gain=9.64648e-05 0.000278364 0.00146931 0.000819442 0.00351244 0.000406846 0.00078312 0.000477393 0.00626224 0.0091819 0.00544107 0.00400405 0.0040009 0.00301047 0.00447759 0.00329273 0.00225438 0.00153677 0.000673278 0.000400653 0.00156744 0.000831527 0.00132706 0.000252742 0.000198637 0.000415339 0.000182634 0.000275487 0.00017185 0.000269466
threshold=0.093325000000000033 -0.08854999999999999 -0.083954999999999988 41.218101594450012 62.111448187750007 85.963448721100022 86.692020874450009 89.813320763900023 35.419594101850009 -0.10623499999999998 90.633300493650012 91.066142252700018 -0.59502499999999992 41.092444989200011 41.147265497500008 39.184300550350009 97.991610396700011 -0.51842999999999995 94.434780290150016 85.995710218650018 86.479632682150012 -0.011675 74.739136026450012 97.39208423365001 38.334060527150008 36.893814626400008 0.098105000000000026 61.950140699950005 -0.093879999999999991 -0.083954999999999988
decision_type=2 2 2 2 2 2 2 2 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 5 -3 19 -5 -2 -7 -8 -9 10 -10 -12 16 15 -15 18 -13 -16 -14 -4 -21 22 -22 -24 25 -23 -26 -28 -1 -30
right_child=1 2 3 4 -6 6 7 8 9 -11 11 12 13 14 17 -17 -18 -19 -20 20 21 24 23 -25 26 -27 27 -29 29 -31
leaf_value=0.00026609288333048742 0.0007842855397612097 0.0054288281389940482 -0.00027627708635164107 -0.0082061375983105821 0.00030685830536923995 -0.0047111992823264592 0.00051511438418007708 0.00072616764899584112 -0.091832416407509054 -0.10030207388009814 0.10007643138360088 0.080082571942347816 0.063191273127960662 0.098496157263155387 0.013010184629543798 -0.10009824882622838 -0.0031080898568312965 -0.10004743902622504 -0.025944661274266558 0.0062861170234107602 0.0064631707231141674 -0.0011878570816432309 0.0020057815134589866 -0.0011194402030786693 9.0052976476306034e-05 0.0028182881548714394 -0.00013469102975284766 -0.0034242035148432807 -0.0011348261787853021 -0.00011388905306733688
leaf_weight=8.1480122270792794 1.5334292806919751 0.56254778779544778 2.4477887546169672 0.57624893799672738 3.0496395456198657 0.52722561898281162 1.5337788498836749 0.50533385588141622 0.0069242832541938767 0.015314338084756074 0.0039366949349641791 0.0062286261819231685 0.0016144015098681812 0.0034663870192161994 0.0021517210042532042 0.0084806928745990717 0.0068287733060046207 0.0027247865884183486 0.0017836303968354755 0.55736772675300006 0.55697191747155672 0.51242511476252806 0.50677490234375 0.52877772327373651 1.0028243128849683 0.52284379952149607 0.49959454574855022 0.51913073881857974 3.1055029211218281 15.432648361002999
leaf_count=1468 85 40 59 77 99 16 52 34 6 46 2 16 3 2 15 38 30 34 42 22 69 56 2 39 11 25 3 37 211 1395
internal_value=-2.71793e-07 0.000193854 0.000441023 0.000192284 -0.00104608 -0.000509933 -0.00126574 -0.000400132 -0.00288564 -0.0335843 -0.0104366 0.0047077 -0.00657381 -0.0344359 0.0116041 -0.0667717 0.0365754 -0.0501616 0.0164037 0.000778889 0.00127495 0.000674201 0.00252702 0.000409969 -0.000291073 0.000835374 -0.000867945 -0.00181099 -0.000116678 -0.000284916
internal_weight=42.6883 16.0022 11.8429 11.2804 3.62589 4.15922 2.62579 2.09857 0.564788 0.0594543 0.04414 0.0372157 0.033279 0.0202216 0.00834289 0.0118787 0.0130574 0.00487651 0.00339803 7.6545 5.20671 4.64934 1.59252 1.03555 3.05682 1.03527 2.02155 1.01873 26.6862 18.5382
internal_count=4034 960 539 499 176 421 336 320 268 234 188 182 180 134 51 83 46 49 45 323 264 242 110 41 132 81 51 40 3074 1606
is_linear=0
shrinkage=0.1


Tree=825
num_leaves=31
num_cat=0
split_feature=2 2 1 0 2 1 1 0 4 4 1 3 3 3 2 4 3 0 0 2 4 4 0 3 4 4 4 4 2 1
split_gain=0.000108486 0.000407713 0.000262085 0.000326027 0.00101445 0.00870749 0.00560198 0.0108604 0.00262126 0.00100824 0.000951691 0.00374696 0.00591718 0.0059866 0.003069 0.00239494 0.00149584 0.00127137 0.000377386 0.00146735 0.000327724 0.000727059 0.000332855 0.000541589 0.000602005 0.000288925 0.000466382 0.000372972 0.000267077 0.000419419
threshold=-0.06828999999999999 -0.072524999999999992 74.739136026450012 93.55565448145002 -0.117885 72.289950669650025 70.897329358050015 94.625660817400004 43.218894539100006 39.420767558750008 62.391047833300007 0.085820000000000021 0.084090000000000012 0.080515000000000017 -0.089795 37.627645350900004 -0.11223 90.407470010750018 86.89903215050002 -0.093879999999999991 42.824128352900011 43.047778594550003 86.135510041400025 0.087795000000000026 40.80591513400001 41.806790701050012 41.685324604100011 41.481306584950012 -0.088224999999999984 78.962703749400006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 -5 6 7 9 -8 -6 18 12 13 14 15 -12 -17 -15 20 -20 22 -22 25 -24 -25 26 27 -1 -4 -30
right_child=-2 -3 28 4 5 -7 8 -9 -10 -11 11 -13 -14 17 -16 16 -18 -19 19 -21 21 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-6.0999786619239719e-05 0.00017685745917382165 -0.0028412181957141723 3.6893967619551989e-05 0.00031967123142048965 -0.10018356474956217 -0.00091263321994605696 -0.10026910333937432 0.036108389071542964 -0.0086360505298180203 -0.050615694246914256 -0.10005002410984801 0.0018945597748188298 0.091483943333359505 -0.10012974471045338 0.1000421537255532 -0.050172401048859443 0.072672492560774071 -0.024528774082651996 0.00055908692773498408 -0.0058489395937380145 0.0043140983683501314 3.4775566840645011e-06 -0.00015444435209861209 -0.00036887515064367078 -0.0037702512402549198 0.002430693137091519 -0.0028876148237168033 0.0020062777105311412 0.0040876991941470519 6.4944677009876742e-05
leaf_weight=5.9392718840691421 19.088347218471277 0.54734443125146626 1.5471585648582125 1.0176550555532231 0.0085840541906238021 0.51722384117130105 0.017073170148673711 0.017879294789963751 0.003820350150590456 0.0078619451449597477 0.0017145190652392284 0.6042120018227255 0.012282989173399983 0.003945277582261042 0.0061045671463936246 0.0013895103080736881 0.0034580689573253387 0.0050997796552110231 1.0130805659428004 0.55207787712424661 0.52550461980278851 1.5319401907827244 4.5187051783577781 1.0202147043310108 1.0620016462562487 0.5367791057149337 0.51085529809643038 1.0230570978849014 0.52743643004697616 0.50959024313789769
leaf_count=301 1448 54 789 184 25 27 85 36 40 21 27 132 19 58 5 27 40 17 26 44 32 222 75 7 38 78 8 31 34 104
internal_value=-3.88841e-07 -0.000143791 -7.97271e-05 -0.00019957 -0.00157472 -0.00494244 -0.0426889 -0.0178389 -0.0835141 -0.0764878 -8.37028e-05 0.00371204 0.0360154 0.00463514 0.049008 0.00153209 0.0374602 -0.0575044 -0.000216561 -0.00170121 -7.71519e-05 0.00110448 -0.000243544 -0.000769322 -0.00210369 0.000189743 2.87814e-05 0.00024277 0.000869201 0.00211094
internal_weight=42.6817 23.5933 23.046 20.4618 1.5901 0.572443 0.0552188 0.0343253 0.0208935 0.016446 18.8717 0.638207 0.0339947 0.0217117 0.0126667 0.0065621 0.00484758 0.00904506 18.2335 1.56516 16.6683 2.05744 14.6109 6.60092 2.08222 8.00996 7.47318 6.96233 2.58419 1.03703
internal_count=4034 2586 2532 1605 418 234 207 82 125 46 1187 325 193 174 99 94 67 75 862 70 792 254 538 120 45 418 340 332 927 138
is_linear=0
shrinkage=0.1


Tree=826
num_leaves=31
num_cat=0
split_feature=2 2 4 4 2 1 1 3 0 2 2 0 4 1 3 3 1 3 0 4 0 3 2 3 2 1 3 0 2 2
split_gain=8.80185e-05 0.000329536 0.000253855 0.00050867 0.000468403 0.000398315 0.000885409 0.00201558 0.000567557 0.000447925 0.000767048 0.000293316 0.000437121 0.000274317 0.00033159 0.000294974 0.000233001 0.00021265 0.000162353 0.000147837 0.000352593 0.000817588 0.00043407 0.00157974 0.000735486 0.000327335 0.000810528 0.0015678 0.0161872 0.0104598
threshold=-0.06828999999999999 -0.072524999999999992 42.536568606950006 42.388109226950007 -0.02903 63.705703859100005 62.068432857650002 0.11531000000000002 93.399723909900004 -0.053159999999999992 -0.032369999999999996 85.995710218650018 40.340071172300007 71.104340634100012 0.082935000000000023 0.098075000000000023 75.408562100950022 0.10249000000000003 99.994511703900017 42.310579034350006 86.162394622750014 0.10184000000000003 -0.08786999999999999 0.090390000000000012 -0.079634999999999997 62.009286778800011 0.08766000000000003 87.48511602295001 -0.081354999999999997 -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 16 3 5 -4 6 9 -8 -7 -2 -11 17 -13 14 -10 -15 19 -12 -18 20 -1 22 -22 -24 -25 -21 27 28 29 -27
right_child=2 -3 4 -5 -6 8 7 -9 13 10 11 12 -14 15 -16 -17 18 -19 -20 25 21 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.00024422551261461096 0.0029498714537081199 -0.0025526815416480248 -0.0033586409040520003 0.0034070478053372915 -0.00013270702292284282 -0.0032286359185620412 0.0076735486326509773 -0.0010297300101184308 -0.00027977119361743475 -0.0036475247496897904 0.00036701293661543463 0.00022515425394100563 0.0037369071389874681 6.2832671218095671e-06 0.0032879347153133894 -0.002412706405358634 0.002510742170426879 -0.002071090301295576 0.00036930978178115285 0.0015266058445035776 -0.00014725315033844273 -0.0043699322323954813 -0.0063132391214260376 -0.002327414845547856 0.0029594573735550033 0.046537016154754474 -0.002358782349669639 0.0007568500649100515 0.077317846745836222 -0.10035435354425085
leaf_weight=7.4969360212365634 0.54632358375602041 0.54824174713925344 0.51570908809775717 0.52480043868812565 3.5379225329008626 0.56509032100010514 0.55559471962382623 0.51067346381023526 0.50432893493598452 0.52751182393098961 1.014566624446992 1.0222250329861706 0.54258627057697584 7.0846590555746785 0.53885054240390673 0.54271450860736958 0.53870995248951459 0.55257221076681151 1.0327761963517685 1.5466339994497071 8.1315368429141586 0.56086280227260132 0.54621822379943985 0.52651929069543257 0.52601645784238804 0.0078209191649294407 1.0529653217231922 1.0376648979633891 0.023211266176986656 0.012751366151135812
leaf_count=407 32 54 98 33 315 130 65 8 15 28 103 20 42 369 76 97 141 17 744 190 275 80 61 39 18 86 151 227 57 56
internal_value=-4.67608e-07 -0.000129651 0.000159192 0.000348575 -0.000543115 0.000237938 0.000931456 0.00350524 -0.000157949 0.000278939 -0.000119807 0.000474364 0.00144283 4.21787e-05 0.00156311 -0.000165836 -7.19957e-05 -0.000492661 0.0011034 -0.000158032 -0.000277404 -0.000657403 -0.00044341 -0.00194971 0.000314758 0.000418819 -0.000383903 0.00153896 0.0200749 -0.044511
internal_weight=42.675 23.5889 19.0861 15.0325 4.05363 14.5077 5.27205 1.06627 9.23564 4.20579 3.65946 3.13195 1.56481 8.67055 1.04318 7.62737 23.0406 1.56714 1.57149 21.4691 17.7881 10.2912 9.73029 1.59875 1.05254 3.68105 2.13441 1.08145 0.0437836 0.0205723
internal_count=4034 2586 1448 1035 413 1002 315 73 687 242 210 182 62 557 91 466 2532 120 885 1647 880 473 393 118 57 767 577 426 199 142
is_linear=0
shrinkage=0.1


Tree=827
num_leaves=31
num_cat=0
split_feature=3 3 3 2 4 1 1 1 0 3 3 3 4 1 1 0 1 1 1 2 3 4 3 3 0 3 0 0 3 2
split_gain=8.21104e-05 0.000274614 0.000238642 0.000245835 0.000734207 0.00876584 0.00871861 0.00486056 0.00518058 0.000410039 0.000269684 0.000912958 0.000363797 0.000236368 0.00134585 0.0002049 0.000195766 0.000271467 0.000183914 0.000258305 0.000159927 0.000585474 0.000366878 0.000203834 0.000665932 0.0024217 0.000198062 0.000161445 0.000160475 0.00033405
threshold=0.093325000000000033 0.094725000000000018 0.096515000000000031 -0.037054999999999998 41.685324604100011 75.408562100950022 61.982402197500001 62.116825104000007 86.83719761350001 0.10111000000000002 0.10546000000000001 0.10932000000000001 40.241071441700008 61.982402197500001 62.079186690200011 90.767723400200012 62.213609596700003 73.553525990900013 61.778079379550007 -0.12546499999999997 0.092260000000000023 41.243661560350013 0.091935000000000031 0.088145000000000015 87.278104746850019 0.09013000000000003 96.741477366050006 85.995710218650018 0.08729000000000002 -0.086719999999999992
decision_type=2 2 2 2 2 2 2 2 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 16 -3 4 10 6 -6 -8 -9 -5 15 -12 -13 -11 -15 18 -2 -18 -4 -20 22 -22 23 28 25 -25 -26 -27 -1 -30
right_child=1 2 3 9 5 -7 7 8 -10 13 11 12 -14 14 -16 -17 17 -19 19 -21 21 -23 -24 24 26 27 -28 -29 29 -31
leaf_value=-5.9660073787393081e-05 0.00027686426067479245 -0.0020701894079527363 0.00022716584142117499 0.0032225381249502819 0.0045627891930975183 0.001238880557667672 -0.090349260629552952 0.025383545299148349 -0.072191340616691621 -0.00073372322435064411 -0.0043545731307040618 -0.0022849877134023837 0.00050971777834442659 0.0053569560797426738 9.0492587018302345e-06 -0.00090050283069891381 0.0038299285226804109 0.00058698191242262171 0.00054461089532015867 0.0036576092981819596 3.6461183729888314e-05 -0.0038522346774550013 0.0018136072485488907 -0.0076305043152622284 0.0021965156578509898 -0.0010738763872372053 1.7841930691660421e-05 0.00071379609603319154 0.0020454266243291777 -0.0010086381363441938
leaf_weight=17.348217608818768 1.0219048611185155 0.52575987051683348 0.86519968442098849 0.5299267735816019 0.034372977576793917 0.50743150300817241 0.026283420258934598 0.010227917019847155 0.011626819783259634 1.5616329482947993 0.53216749753676884 0.54973649808688652 3.0501534660081404 0.5416277340355008 3.5871629574133657 0.53464119192637816 0.52293214604522098 0.50975536873358429 0.50488022687204637 0.56465258609694036 1.509729976027278 0.52070086673975691 1.0261484506739069 0.5561630374428933 0.57221040224015607 1.0090205454501515 1.5410065862924185 1.0117123321979304 1.0379097297249043 0.54683078027562704
leaf_count=2331 23 83 17 56 23 35 37 21 28 33 38 113 47 27 136 107 34 46 16 40 35 55 31 84 111 34 237 12 68 76
internal_value=-3.338e-07 0.000178837 1.97333e-05 0.000101661 -0.00029652 -0.00367652 -0.0339056 -0.0613738 -0.0265267 0.000562 5.53725e-06 -0.000488567 8.29404e-05 0.000314235 0.000710604 0.000832332 0.00125813 0.00222914 0.00131118 0.0021881 -0.000107731 -0.000960789 -3.74616e-05 -0.000117869 -0.000708053 -0.00178712 0.000607777 -0.000178849 2.83325e-05 0.000991591
internal_weight=42.6717 15.9921 13.9375 13.4117 7.19137 0.589943 0.0825111 0.0481382 0.0218547 6.22035 6.60143 4.13206 3.59989 5.69042 4.12879 2.46937 2.05459 1.03269 1.93473 1.06953 26.6797 2.03043 24.6492 23.6231 4.69011 2.5769 2.11322 2.02073 18.933 1.58474
internal_count=4034 960 857 774 522 144 109 86 49 252 378 198 160 196 163 180 103 80 73 56 3074 90 2984 2953 478 130 348 46 2475 144
is_linear=0
shrinkage=0.1


Tree=828
num_leaves=31
num_cat=0
split_feature=4 2 4 1 3 3 0 0 0 0 3 1 2 4 0 2 4 4 2 1 4 0 3 4 4 1 0 2 2 1
split_gain=9.20057e-05 0.00048664 0.0043393 0.010402 0.00408777 0.000478491 0.000593241 0.000306646 0.000907521 0.000689388 0.000220882 0.000903594 0.00129861 0.000200281 0.000174802 0.000155488 0.000456646 0.000278146 0.000392224 0.000323349 0.000519793 0.000670026 0.000894559 0.00045806 0.000208891 0.000198683 0.000885571 0.010027 0.00322196 0.00548399
threshold=38.478081868400004 0.086310000000000026 40.413896136950008 62.272755675600003 -0.081689999999999999 0.089675000000000019 101.10215645365001 93.953546284800012 85.425757095000009 96.531777631850005 -0.27628999999999998 61.93938686740001 -0.23349 38.903925214650009 99.744485097750015 -0.06483499999999999 39.952536079750011 40.003678352300007 0.0023400000000000005 61.987779113750001 40.206947806850003 86.692020874450009 0.10040500000000002 40.377444152000002 39.525197829750006 62.391047833300007 94.75470680765001 -0.08854999999999999 -0.094519999999999993 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=7 10 3 -3 -5 6 -6 8 -1 -9 11 12 -2 -12 -11 16 -15 18 24 -19 -21 22 -22 -23 -17 -18 27 28 29 -27
right_child=1 2 -4 4 5 -7 -8 9 -10 14 13 -13 -14 15 -16 17 25 19 -20 20 21 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.4181448219542901e-05 -0.040617844628561842 0.066545242406908914 -0.00085881130425081043 0.0081712656324880138 -0.023242922037538166 -0.10021792126008662 -0.10014450583602069 -0.0035265163756256581 0.0046330680435650307 0.00073986474869894368 -0.0019170123876832716 -0.10003594461493714 0.087895612666753387 -0.0029713678218274593 -0.0012778143304088257 0.0012730620774527336 -0.00022805622459714034 -0.002315461393473548 0.00018517448934961234 -0.0028922477807555736 0.00045753217260650967 0.0028794259457767587 0.0054020180550739079 -0.00017106376179968881 0.0040871848164394991 0.039198095165639144 -4.8745774743754991e-05 0.052523077265292741 -0.001602594976540187 -0.073088345443195105
leaf_weight=1.4162228405718678 0.002309267095491209 0.0071831237123634031 0.54462255293682993 0.0051864903481297899 0.0020251839005140928 0.014975251042594007 0.0019877171868145638 0.52466286277969798 0.59749032556514681 2.5326358364850838 0.54209872038882068 0.0011204320787827626 0.0011922348044436015 0.55871358263127646 0.51703847022597349 0.52104701464122738 16.874043422089699 0.54236827143316269 1.5109618696164444 0.52343547298577142 1.0219537386690198 0.5222248585696424 0.56998140026848876 8.5750430650881793 0.53421626452950477 0.038927724537032304 3.607408031295209 0.039919072718132775 0.51044216220849137 0.0048966430532890728
leaf_count=223 35 15 236 15 21 48 21 85 152 85 66 30 47 166 363 21 648 132 23 37 54 23 42 328 19 163 805 30 19 82
internal_value=-4.88356e-07 -5.74962e-05 -0.00294153 -0.0391143 -0.0705094 -0.0920005 -0.0613347 0.000377775 0.00136471 -0.000178244 -1.19882e-05 -0.0218715 0.00314001 -9.22003e-06 0.00039779 1.95436e-05 -0.00014965 0.000275135 0.00121835 6.9223e-05 0.000184573 0.000335241 0.00222787 4.04832e-06 0.00269768 -7.48462e-05 0.000540462 0.00411765 0.000631417 0.026652
internal_weight=42.6663 37.0783 0.57598 0.0313578 0.0241746 0.0189882 0.0040129 5.58805 2.01371 3.57434 36.5023 0.00462193 0.0035015 36.4977 3.04967 35.9556 21.6344 14.3212 2.56623 11.755 11.2126 10.6892 1.59194 9.09727 1.05526 21.0756 4.20159 0.594186 0.554267 0.0438244
internal_count=4034 3126 356 120 105 90 42 908 375 533 2770 112 82 2658 448 2592 1913 679 63 616 484 447 96 351 40 1747 1099 294 264 245
is_linear=0
shrinkage=0.1


Tree=829
num_leaves=31
num_cat=0
split_feature=4 4 2 4 2 3 0 0 0 1 3 3 4 1 3 0 0 4 3 1 2 3 3 1 1 1 3 2 4 4
split_gain=7.67925e-05 0.000518376 0.000274773 0.000228774 0.000249328 0.000265791 0.000388155 0.000629464 0.000328716 0.000156518 0.000391255 0.00967939 0.00345599 0.00406414 0.00126671 0.000391561 0.000230418 0.000168099 0.000187235 0.000825237 0.0011229 0.000123036 0.000181846 0.000718809 0.00168138 0.000949616 0.000677789 0.000424655 0.000130107 0.000154682
threshold=38.400997490450003 38.748048509250005 0.22598000000000004 38.121007182500009 -0.10946499999999999 0.11768500000000003 93.953546284800012 85.425757095000009 96.851704149400021 76.830756451950009 0.087475000000000011 0.092260000000000023 41.243661560350013 80.468240302450013 0.09117500000000002 101.18549865570002 97.878695155250014 39.110279783550006 -0.27628999999999998 61.93938686740001 -0.23349 0.41214500000000009 0.10507500000000002 62.046925192600007 61.966271448700006 62.084563606450011 0.09914000000000002 -0.02903 39.525197829750006 39.685256516350002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 9 4 -1 6 7 -6 -8 16 -11 12 14 -14 -12 -15 17 -3 19 20 -19 22 26 24 -24 -25 28 -27 -20 -30
right_child=1 2 -4 -5 5 -7 8 -9 -10 10 11 -13 13 15 -16 -17 -18 18 21 -21 -22 -23 23 25 -26 27 -28 -29 29 -31
leaf_value=0.0021924866202198087 -0.0031683451645243251 0.0017558483071614603 -0.0022882582861354353 0.002332192776316452 -2.047292042632884e-05 -0.0022635411778609781 -0.0030631689060444988 0.0039316824223619689 2.5704784854935867e-05 0.00012912790145896313 0.095706052221091187 -6.6442391609212572e-05 -0.085407604543634996 0.100027085784819 0.049965103731856531 0.029944341883044685 -0.0020923086934459064 -0.037170406612854173 -0.0016274161766852487 -0.1000326711335033 0.085732352058377675 0.00064600117258222466 -2.2662157805916284e-05 0.0046268385695060121 -0.0048054974901803674 -0.0025796955524327852 0.0033399302090692932 0.0014383597354153642 0.0016931870973372666 -5.3717402311416888e-05
leaf_weight=0.52182921931807236 0.52557651515428361 0.53815781321662726 0.51994594439732722 0.52922503591236658 1.4124401336027146 0.51025768983440567 0.51770602228901896 0.56388608546512831 1.0299144928868584 2.0169899608764874 0.01324427103818171 0.52874649353743897 0.0032928932533309299 0.0019625846762210131 0.011152395007229643 0.0013425908552311405 0.5333276868893212 0.0022731097414163681 0.51178783865541078 0.0010091702978598516 0.0011046516938598696 2.5357433562212455 2.5444020467533117 0.52603376084880427 1.0335927972578245 0.52767415357271463 0.6044311738144178 0.52445345327578241 0.51802182401661667 23.553699750679943
leaf_count=381 62 49 125 60 54 33 59 90 216 616 38 132 19 3 27 90 129 35 46 21 47 43 39 9 35 41 89 21 25 1400
internal_value=-4.91028e-07 -4.9845e-05 -5.61009e-06 0.000364215 0.000135616 -0.000130443 0.000178424 0.00110716 -0.00100758 2.68776e-05 0.000778266 0.00311739 0.0574312 -0.00677827 0.0747966 0.0715589 -3.01416e-05 2.76483e-06 -2.59248e-05 -0.0206837 0.0030233 -2.31686e-05 -7.90886e-05 -0.000620152 -0.0014043 0.00115767 3.16711e-05 -0.000576818 -4.96686e-05 -1.61241e-05
internal_weight=42.6632 37.578 37.0524 5.08526 4.55603 4.0342 3.52395 1.97633 1.54762 36.5324 2.57673 0.559741 0.0309947 0.00659807 0.0243967 0.00330518 33.9557 33.4224 32.8842 0.00438693 0.00337776 32.8798 30.3441 5.15616 3.57799 1.57816 25.1879 1.05213 24.5835 24.0717
internal_count=4034 3141 3079 893 833 452 419 144 275 2954 925 309 177 112 65 93 2029 1900 1851 103 82 1748 1705 145 74 71 1560 62 1471 1425
is_linear=0
shrinkage=0.1


Tree=830
num_leaves=31
num_cat=0
split_feature=4 2 4 1 3 3 0 0 0 0 4 0 2 0 0 2 4 2 0 0 2 4 2 0 4 0 4 0 3 4
split_gain=7.25234e-05 0.0003609 0.00389338 0.00910428 0.00393842 0.000441839 0.000519813 0.000193393 0.000613029 0.000469913 0.00019244 0.0001447 0.000138739 0.000489537 0.00104046 0.000824741 0.000396747 0.000316098 0.000939543 0.00144159 0.000497664 0.000312538 0.00212736 0.000585736 0.00734422 0.00299956 0.000377443 0.00025511 0.000249753 0.000947502
threshold=38.478081868400004 0.086310000000000026 40.413896136950008 62.272755675600003 -0.081689999999999999 0.089675000000000019 101.10215645365001 93.953546284800012 85.425757095000009 96.531777631850005 38.903925214650009 99.744485097750015 -0.06828999999999999 86.329079026800017 86.479632682150012 -0.011675 39.458743938000005 -0.075639999999999999 85.861287312150012 85.925810307250018 -0.076484999999999984 41.806790701050012 -0.086719999999999992 86.256490657300006 42.456897412850005 86.054856297550018 41.674196414850009 85.732241321850012 0.088145000000000015 43.018222997350009
decision_type=2 2 2 2 2 2 2 2 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 10 3 -3 -5 6 -6 8 -1 -9 -2 -11 17 15 -15 -14 -16 20 -19 -20 21 22 26 24 25 27 -12 -23 -25 -30
right_child=1 2 -4 4 5 -7 -8 9 -10 11 12 -13 13 14 16 -17 -18 18 19 -21 -22 23 -24 28 -26 -27 -28 -29 29 -31
leaf_value=-1.0903999567078224e-05 -0.0018818042794301244 0.062627216838225197 -0.00062835053928412502 0.007586830738641053 -0.025454826072988712 -0.10019705469104119 -0.10013044082686434 -0.0028635079867369594 0.0038156124020210683 0.0006823821497595221 1.6129768778178505e-05 -0.001152821361610437 -0.0043213986729568488 0.0048086208935409396 0.0029537671595478853 0.00035285292978691626 0.00015610548658426197 0.00086212825929376342 0.00049559215384998711 -0.0068872502716956531 0.00304157289101577 0.0092408035701393425 -0.0063220263937547802 0.00045570054942031753 0.0011814797731555396 0.098088822351683314 -0.002760147384267911 0.038945076867442745 -0.0026852522604026725 0.002499409127273017
leaf_weight=1.4162452079017716 0.54208275564724928 0.0068793799291627647 0.54541436116132158 0.005183938275884036 0.0019395512408664209 0.013539666398538319 0.0017946996676414528 0.52677942389425725 0.59438456531940165 2.5316635003200885 10.164981713559328 0.51745110273438077 0.60002971415115136 0.5287922847273866 0.52993073699803872 1.0177435349294184 11.664029084883245 1.0121086698044366 0.50166232883930184 0.55940457514533648 0.51724535514949721 0.0056025634599018437 0.58279610543643734 5.6084569753149545 0.54508099606359073 0.010659198509529233 0.5144803842059823 0.005974491234155721 1.0619447953264542 0.52760940168145554
leaf_count=223 67 15 236 15 21 48 21 85 152 85 453 363 130 16 31 129 438 9 2 45 10 31 113 744 335 3 38 9 102 65
internal_value=-2.39193e-07 -5.08504e-05 -0.00253719 -0.0380248 -0.068857 -0.0917979 -0.0613443 0.000335646 0.00112029 -0.000105541 -1.16996e-05 0.000370938 1.64926e-05 0.000257663 0.000466006 -0.00138082 0.000277688 -0.00014349 -0.00131758 -0.00339671 -1.89512e-05 -0.000102148 -0.000438681 0.000385933 0.00347953 0.0598121 -0.000117617 0.0245701 0.000142109 -0.000964345
internal_weight=42.6619 37.0754 0.574752 0.0293372 0.0224579 0.0172739 0.00373425 5.58652 2.01063 3.57589 36.5006 3.04911 35.9585 14.3405 12.7228 1.61777 12.194 21.618 2.07318 1.06107 19.5448 19.0276 11.2623 7.76533 0.567317 0.0222363 10.6795 0.0115771 7.19801 1.58955
internal_count=4034 3126 356 120 105 90 42 908 375 533 2770 448 2703 744 485 259 469 1959 56 47 1903 1893 604 1289 378 43 491 40 911 167
is_linear=0
shrinkage=0.1


Tree=831
num_leaves=31
num_cat=0
split_feature=3 4 3 4 4 3 1 4 2 2 1 1 0 1 0 0 4 4 2 2 2 2 2 1 1 2 4 4 2 3
split_gain=9.38072e-05 0.0024881 0.000236727 0.00137117 0.000350445 0.000710917 0.000604526 0.000979675 0.000839158 0.00170372 0.000360389 0.000405262 0.00040056 0.0014824 0.000284009 0.000299707 0.00018512 0.000304979 0.000409048 0.000974157 0.000364969 0.0019106 0.00348717 0.00235678 0.00238049 0.00194042 0.00153073 0.00120315 0.000898578 0.000558748
threshold=0.09180000000000002 32.724174661450007 0.092260000000000023 33.151194885250007 40.563919884450009 0.094375000000000028 62.068432857650002 41.243661560350013 -0.086139999999999994 -0.032369999999999996 75.634392583900009 80.677940036650014 85.812895065800021 62.041548276350007 90.767723400200012 88.098084476650016 42.047301293400004 42.488347682450005 -0.08786999999999999 0.066710000000000019 -0.096529999999999991 -0.101395 -0.15076499999999998 62.095317438950012 62.181348099150007 -0.11347 47.927946529500012 48.457543166250012 -0.082424999999999998 0.077950000000000019
decision_type=2 2 2 2 2 2 2 2 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 10 -6 8 -8 -7 -10 12 -12 -5 -14 15 -9 -1 18 -18 -20 21 22 26 -24 -25 -26 -19 -28 -22 -29
right_child=1 2 3 4 5 6 7 14 9 -11 11 -13 13 -15 -16 -17 17 20 19 -21 28 -23 23 24 25 -27 27 29 -30 -31
leaf_value=-0.00033694016795952756 -0.087073354405120332 0.0013679684056956429 0.066961963265435701 -0.00035148225394781771 -0.0039181619458615712 0.00011006580028195927 0.0046542129127708385 -0.00023799002741301418 -0.0072856874709114582 -0.00041663066295498353 -0.0032274516914581283 0.00072064572057266209 0.0045690145350530259 0.00041138310230334947 -0.0020446879474737439 0.00185464874125777 9.9982565818192788e-05 -0.067730628534284729 0.00556501431882136 -0.00052369556189817601 -0.0042804425095079668 0.00081148796552250901 0.090110796216460662 -0.10022915622272653 0.073651387294937615 -0.050007935959152774 0.089937764521072452 0.0033066010234387893 4.2587725181035261e-05 -0.07505969222962626
leaf_weight=15.393495052930472 0.0032690358692509794 1.5344479517815468 0.0030642317984285175 2.4513464071629452 0.5358158057000012 2.5473631171907982 0.54298836951789109 2.0344539455683459 0.55528845694521312 1.0324253831431045 0.52143163227268019 0.5185444818711733 1.0510753950165961 4.6582611257024817 0.52818484101769003 1.0313470334729116 1.511988979905502 0.0035794949703030496 0.55202579169779864 0.50148506534502246 0.54535622292169161 0.5099645193071074 0.0093632123099496312 0.0014389557807135134 0.0049085459058948455 0.0017113546465585827 0.0015347767373206098 0.0074228335661971701 4.062874565796279 0.0010369203369083512
leaf_count=1470 40 43 5 74 89 45 56 69 48 39 75 103 25 236 122 26 42 254 92 12 136 28 22 3 127 26 17 182 454 74
internal_value=-1.72822e-07 0.000161054 0.000175644 7.40671e-05 6.26858e-05 -0.000388178 -0.000159526 0.00069515 -0.00101459 -0.00281902 0.000494301 -0.00125888 0.000717722 0.00117679 9.70047e-05 0.000465982 -0.000136569 0.00026324 0.001154 0.00266671 -0.000180564 0.00227665 0.0263823 0.0559888 0.0163441 0.0416834 -0.0116173 0.00847942 -0.000469017 -0.00629883
internal_weight=42.6575 19.5493 19.546 18.0116 18.0085 8.80787 8.27205 4.13697 4.13508 1.58771 9.20066 1.03998 8.16068 5.70934 3.59399 3.0658 23.1082 7.71469 2.5655 1.05351 5.14919 0.540961 0.0309961 0.0174221 0.00805886 0.0066199 0.013574 0.00999453 4.60823 0.00845975
internal_count=4034 1095 1055 1012 1007 494 405 273 132 87 513 178 335 261 217 95 2939 1469 146 104 1323 733 705 178 156 153 527 273 590 256
is_linear=0
shrinkage=0.1


Tree=832
num_leaves=31
num_cat=0
split_feature=3 4 4 3 1 3 3 1 4 4 2 1 0 0 0 1 1 4 1 0 3 1 0 3 2 3 2 2 1 1
split_gain=7.63676e-05 0.00218822 0.00114127 0.000292839 0.000652798 0.000226555 0.000281243 0.001041 0.000217625 0.000567039 0.00666619 0.00742136 0.00572198 0.00729042 0.000279979 0.000179784 0.00066935 0.000521603 0.000414332 0.000424163 0.000992311 0.000490705 0.000507504 0.000268428 0.000432639 0.000198085 0.000329478 0.000931767 0.000173117 0.000849868
threshold=0.091290000000000024 32.724174661450007 33.151194885250007 0.089415000000000022 62.272755675600003 0.089305000000000023 0.088145000000000015 64.307918480350011 39.685256516350002 38.121007182500009 -0.068964999999999985 62.272755675600003 93.692765846100016 97.096353839300008 85.764502819450016 62.014663695050011 61.987779113750001 42.47354681640001 62.030794443850006 86.565663342300013 -0.18112999999999999 62.095317438950012 87.638358136350021 0.08729000000000002 -0.094519999999999993 0.081765000000000018 -0.095854999999999996 0.04932000000000001 62.020040611300011 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=3 -2 -3 5 -5 6 15 -8 9 -4 -11 -12 -13 -14 -10 16 -1 -18 -17 20 -20 22 -21 25 -25 -23 -27 -28 -16 -30
right_child=1 2 8 4 -6 -7 7 -9 14 10 11 12 13 -15 28 18 17 -19 19 21 -22 23 -24 24 -26 26 27 -29 29 -31
leaf_value=-0.00090415327238236969 -0.084779834463860171 0.062379249821392702 0.00030239273975471892 -0.004221399414023711 0.00068516646800392312 0.0020331524222020171 -0.0049244866856839329 0.00049683385965574591 0.0021991972011620592 0.00021798265047656717 0.079219127429867822 -0.050157613659886982 0.087550982882736161 -0.026039885405956011 -0.00051406777101746916 -0.0028774120079414073 0.0048991212922986664 0.00040501869480188605 -0.00031195921292665352 -0.0044829736874604127 0.0049658163575478052 0.00013547441868568346 -1.9621784060074049e-05 -7.9059494365947113e-07 0.0035089051377051408 0.00025762268122126472 -0.005059191110333254 -0.00044308322080667149 0.0040807445971791497 -5.7655513617715148e-05
leaf_weight=1.0399573996039841 0.0030340527465096958 0.0029468300477785139 3.4930988016064419 0.53428389096394047 0.55059650784926673 0.51114248934936668 0.5429778713359058 1.0187301251240832 0.54943778722499459 0.5523545163143635 0.023484882429329335 0.011796208782470785 0.012367040661047213 0.010403222656805156 6.1194115299517753 0.52050154919701697 0.52525421202028588 0.50806377877495379 1.0052099931113776 0.51940379277584614 0.55179791602152395 7.6174829466152145 0.49997377139516175 1.009278626163941 0.53868786714050454 2.0250560880552557 0.55902728291701764 2.0077729686737191 0.52430947913671744 9.2671446411282989
leaf_count=527 44 7 259 63 138 14 35 153 110 89 19 24 16 29 93 24 21 29 28 30 181 1051 10 45 67 195 151 116 13 453
internal_value=-9.16713e-09 0.000138636 0.000151164 -0.000129141 -0.00173123 -4.6377e-05 -9.8255e-05 -0.00138806 0.000142246 0.00079379 0.00360585 0.0358412 0.0063697 0.0356539 -2.01818e-05 8.16721e-06 0.000886895 0.00268945 -9.99273e-05 -1.14179e-05 0.00155847 -0.000176835 -0.00229383 -1.99716e-05 0.00122057 -0.000177255 -0.000696044 -0.00144843 -9.6822e-05 0.000163946
internal_weight=42.655 20.5698 20.5668 22.0852 1.08488 21.0003 20.4892 1.56171 20.5638 4.1035 0.610406 0.0580514 0.0345665 0.0227703 16.4603 18.9275 2.07328 1.03332 16.8542 16.3337 1.55701 14.7767 1.01938 13.7573 1.54797 12.2093 4.59186 2.5668 15.9109 9.79145
internal_count=4034 1156 1112 2878 201 2677 2663 188 1105 436 177 88 69 45 669 2475 577 50 1898 1874 209 1665 40 1625 112 1513 462 267 559 466
is_linear=0
shrinkage=0.1


Tree=833
num_leaves=31
num_cat=0
split_feature=3 3 0 3 4 1 1 1 0 0 4 3 3 1 1 1 2 4 1 4 0 4 3 3 2 0 4 0 0 1
split_gain=7.22027e-05 0.00064613 0.000208981 0.000803215 0.00625042 0.00726793 0.00658992 0.00681272 0.0042319 0.00478935 0.00181935 0.000252514 0.000773854 0.000232491 0.000194861 0.000723906 0.000191594 0.000187685 0.000641417 0.000354116 0.000223167 0.000350182 0.000222438 0.000419609 0.000212428 0.000181889 0.000162791 0.00018893 0.000196101 0.000189549
threshold=0.09013000000000003 0.089415000000000022 86.20003303655001 -0.11789499999999999 41.919251152600005 62.025417527550012 62.009286778800011 61.987779113750001 85.877418060900013 85.705356740550016 37.784765830350004 0.088145000000000015 0.08883000000000002 62.052302108850007 62.020040611300011 62.084563606450011 -0.06828999999999999 42.006870117350005 70.389210771400016 42.310579034350006 96.741477366050006 42.522337019050006 0.087905000000000025 0.086520000000000027 0.066710000000000019 85.57631075030001 41.919251152600005 96.959242474650011 96.682331287150021 81.011308844800013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 25 5 6 7 8 9 10 -5 14 -13 -7 -4 -16 -14 22 -19 -20 -21 -22 23 26 -23 -1 27 28 -17 -29
right_child=-2 -3 11 4 -6 13 -8 -9 -10 -11 -12 12 16 -15 15 17 -18 18 19 20 21 24 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0007312159024903302 0.00013161585655119921 -0.0035786222495340428 0.00089680017863791686 0.042818477667081981 0.00093101181930722919 0.10010388283002468 -0.100385452125927 0.09938924715246189 -0.10022850371597945 0.090305935350427011 -0.076931446178622576 -0.0043901619556457666 -0.0010946104546911907 0.077525761466563592 -0.0037918237242268262 -0.00013237976121213287 0.0016523151533429572 0.0036197582142118052 0.0025201397595803893 -0.0022378058183680624 0.0024121444483712739 -0.0022784458635152784 0.0011602580300170444 -0.0031136434517435099 1.1227641138822892e-05 -0.001930830226297851 -0.0019790424403358957 -0.0026818759530799715 0.0013683528315325526 -0.00033620415086697288
leaf_weight=0.50878104998557849 21.122757529744501 0.52949855342340058 2.0305597583474198 0.0018171462384772435 0.52211181201025647 0.008720153127796948 0.004720963344795325 0.0087133055540107307 0.0039727169123580106 0.0051880264072678983 0.0042037181384273481 0.54537047104135883 0.50747268659221501 0.0095612905897089345 0.52587265216061396 6.0652390335247706 0.50818816557989499 0.5813193414290615 0.5136725052635106 0.50421465556378597 0.51416263500604076 0.50812990980650719 1.0136109405327953 0.53692488424475726 2.0002116097245528 0.51798240482000324 0.50658203136853863 0.52532031146925118 1.0166555568162037 1.0008360824711082
leaf_count=297 1261 96 35 69 269 3 6 7 4 5 39 122 39 44 51 211 12 161 33 240 18 362 20 108 43 32 13 99 13 322
internal_value=2.60467e-07 -0.000128613 -4.16238e-05 0.00105841 0.00407215 0.0390427 0.00757734 0.0289078 -0.0115443 0.0198877 -0.0407899 -0.000132088 -0.00135171 0.0882954 -2.53892e-05 -0.00014381 0.00027982 -1.83175e-05 0.00051396 6.71068e-05 -0.000290182 3.47214e-05 -0.000248978 -0.000396976 -0.000452605 -0.000611735 -0.000236943 -0.000134421 8.30609e-05 -0.00114361
internal_weight=42.6524 21.5296 21.0001 1.59577 0.569009 0.0468973 0.0286159 0.0238949 0.0151816 0.0112089 0.00602086 19.4043 1.56103 0.0182814 17.8433 15.8128 1.01566 15.2869 4.62171 4.04039 3.52672 3.0225 10.6652 9.65156 2.50834 1.02676 9.11463 8.60805 7.08189 1.52616
internal_count=4034 2773 2677 775 446 177 130 124 117 113 108 1902 173 47 1729 1694 51 1643 857 696 663 423 786 766 405 329 658 645 224 421
is_linear=0
shrinkage=0.1


Tree=834
num_leaves=31
num_cat=0
split_feature=0 0 4 2 1 1 1 0 0 1 0 3 3 0 2 3 3 4 4 4 1 3 2 3 1 4 1 0 0 4
split_gain=6.77696e-05 0.000341379 9.2399e-05 0.000388887 0.00328185 0.00848204 0.00302359 0.00332722 0.00189419 0.00173941 0.000185468 0.00598605 0.00424161 0.00037735 0.000367633 0.000178173 0.000591966 0.000169865 0.000146065 0.000251984 0.000311521 0.000470234 0.000924559 0.000447683 0.000357985 0.000237669 0.000968999 0.0016954 0.000512774 0.000842521
threshold=102.21786657775002 102.89804648475001 38.478081868400004 0.086310000000000026 76.830756451950009 69.563854125350005 61.93938686740001 86.420486603250012 85.121961326250016 64.184249406300026 85.667718326750006 0.087795000000000026 0.10184000000000003 85.764502819450016 -0.12546499999999997 0.11768500000000003 0.10371000000000001 38.179089776100007 42.753078181500008 42.779078631750004 62.014663695050011 0.084565000000000015 -0.02903 0.07745500000000001 72.378669787950017 41.481306584950012 62.020040611300011 86.054856297550018 86.420486603250012 41.872294782850005
decision_type=2 2 2 2 2 2 2 2 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 15 10 5 6 8 -8 -5 -9 11 -4 14 -12 -13 16 17 -1 25 -20 -21 23 -23 -22 -25 -15 27 -27 -28 -30
right_child=1 -3 3 4 -6 -7 7 9 -10 -11 13 12 -14 18 -16 -17 -18 -19 19 20 21 22 -24 24 -26 26 28 -29 29 -31
leaf_value=-0.00016527806822332666 0.0025937401739607614 -0.0010477246199468847 0.00050335359435675013 0.0014501456085110774 -0.00023333682260886064 -0.10018096884901756 -0.066918517845376377 0.041095293241257179 0.099405679258820406 -0.016816517293865282 0.0025669605886373698 -0.061972612313517243 -0.0096441789552252927 4.137388477959256e-05 -0.1002412895078606 -0.001412300452321009 0.0036667365460599359 0.0012994653944347042 0.0025328623320933618 0.0013981304015896834 -0.00080098935617691543 -0.004864449883625865 0.0002000125992573253 0.0039872511558614295 0.00025795917178807079 0.00069314353758620647 0.0027528528562857195 -0.0073257126131239334 -0.0041968909626189255 -8.679748915181297e-05
leaf_weight=3.502819713632328 0.52314216977294425 0.50689397673823378 0.51623661077553862 0.0039098253350017542 0.5138199145053246 0.012033844068582766 0.0097768618381155192 0.0078025451512075952 0.0039872829561318213 0.015468419757201701 0.55999815661877406 0.0034413721723964849 0.013663163797822619 20.457040729928679 0.0092785733373510482 0.51532571666180516 0.54067735773664161 1.0229506411131248 0.51087686679511524 1.5336667679657692 1.0053397493758067 0.55957291639344919 1.0130816774526463 0.52686752127377168 0.50328116435087722 0.51352090018053587 0.55071706089802308 0.54188601710484363 0.54308005274970117 6.1091116233207643
leaf_count=459 61 960 444 31 88 53 26 8 11 50 68 31 41 551 51 38 75 33 9 26 135 165 23 103 88 14 70 35 67 220
internal_value=4.52021e-07 0.000801729 -1.93788e-05 -7.8019e-05 -0.00267671 -0.026374 -0.00468194 -0.0179658 0.0509083 0.00260079 -3.64936e-05 -0.00187108 -0.0483316 -7.99252e-06 -0.0898877 0.000359219 0.000539406 0.000165795 -4.99492e-05 0.000414701 0.000204246 -0.000303223 -0.001602 0.000700231 0.0021653 -0.000141417 -0.000594215 -0.00342404 -0.000179575 -0.000422343
internal_weight=42.6493 1.03004 41.6192 36.0375 0.566799 0.0529788 0.0409449 0.0330478 0.00789711 0.023271 35.4707 0.54262 0.0263831 34.928 0.0127199 5.58177 5.06645 4.52577 34.368 5.65269 5.14181 3.60814 1.57265 2.03549 1.03015 28.7154 8.25832 1.05541 7.20291 6.65219
internal_count=4034 1021 3013 2408 267 179 126 84 42 58 2141 567 123 1574 82 605 567 492 1506 549 540 514 188 326 191 957 406 49 357 287
is_linear=0
shrinkage=0.1


Tree=835
num_leaves=31
num_cat=0
split_feature=3 4 3 4 4 3 1 4 2 2 0 1 0 1 4 2 4 4 1 1 1 4 2 3 0 2 0 3 1 4
split_gain=5.59824e-05 0.00191775 0.000209818 0.000977685 0.000265458 0.000409484 0.000462864 0.000833179 0.000731953 0.0012644 0.000365852 0.000578786 0.000437272 0.00102491 0.000418674 0.00030851 0.000216765 0.000204239 0.000164226 0.000161667 0.000438295 0.00194046 0.00239433 0.00136542 0.00244463 0.000259114 0.000564435 0.00123959 0.000553059 0.000416185
threshold=0.09180000000000002 32.724174661450007 0.092260000000000023 33.151194885250007 40.563919884450009 0.094375000000000028 62.068432857650002 41.243661560350013 -0.086139999999999994 -0.032369999999999996 97.39208423365001 75.166600869200025 85.812895065800021 62.041548276350007 38.478081868400004 -0.028049999999999999 42.660927378600007 42.558389508100007 62.391047833300007 61.993156030000002 62.00390986255001 35.050303764500008 -0.10623499999999998 -0.046510000000000003 94.496614827150012 -0.095854999999999996 87.350693116400024 0.083495000000000028 62.116825104000007 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=19 -2 -3 -4 10 -6 8 -8 -7 -10 12 -12 -5 -14 -15 16 17 18 -9 -1 -21 22 -22 24 -24 -23 27 29 -28 -27
right_child=1 2 3 4 5 6 7 15 9 -11 11 -13 13 14 -16 -17 -18 -19 -20 20 21 25 23 -25 -26 26 28 -29 -30 -31
leaf_value=-0.00094813699276258268 -0.08225540355406695 0.0012598597596596456 0.058938471877830224 -0.00033617096807816933 -0.0030324480991753317 0.00011613698118500849 0.0042191432080475391 8.2281529940295443e-05 -0.0064567323565991571 -0.00054473011547029142 0.00023505020526665415 -0.0035766112025953411 0.004069266543498159 0.0030103297765828995 5.7477816001262551e-05 0.0022458605813474681 -0.0022463938577744385 0.001793580013749168 -0.0019747869820827689 0.0028522725981846887 -0.10004422805509738 0.0004000465205370033 0.100014693952786 0.086613099424597051 -0.10004500025999735 -0.0012429667466596543 0.0031641519988146252 -0.0057354744819790868 -0.00017867862269141464 0.0019290929791124095
leaf_weight=2.0709510228524541 0.0028254133690052132 1.5328876106606717 0.0028179896238879057 2.4510224359929929 0.53847820568494853 2.547195044975183 0.54135400354234997 1.5185035646172758 0.55731126007218268 1.0309671671024023 1.5134545796825021 0.54069391194517047 1.047078940599022 0.56914498258223467 3.0713741657330829 0.52693422650506283 0.51430286460887664 0.51019784862716333 0.52134498711377109 0.51743529921839382 0.0010228588937462009 6.603297019287381 0.0012024878142256074 0.0062207429856305802 0.0012413006113400904 2.0347892334282021 0.52002710512715467 0.57552601630074596 10.254718896749784 0.51915256459839332
leaf_count=595 40 43 5 74 89 45 56 26 48 39 21 191 25 106 96 56 60 14 61 30 78 964 7 42 46 31 18 116 909 103
internal_value=2.36806e-07 0.000124837 0.000136752 4.11193e-05 3.18983e-05 -0.000360465 -0.000186447 0.00056202 -0.0009344 -0.00261919 0.000407779 -0.000768257 0.000746185 0.00131212 0.000519116 1.07411e-05 -0.000373602 4.10979e-06 -0.000443465 -0.000105124 -2.21259e-05 -9.46171e-05 0.0446505 0.0617319 -0.00160385 -0.000115754 -0.000360714 -0.00154294 -1.73419e-05 -0.000598166
internal_weight=42.6435 19.5379 19.5351 18.0022 17.9994 8.80659 8.26811 4.13264 4.13547 1.58828 9.19277 2.05415 7.13862 4.6876 3.64052 3.59128 3.06435 2.55005 2.03985 23.1056 21.0346 20.5172 0.00968739 0.00866453 0.00244379 20.5075 13.9042 3.12947 10.7747 2.55394
internal_count=4034 1095 1055 1012 1007 494 405 273 132 87 513 212 301 227 202 217 161 101 87 2939 2344 2314 173 95 53 2141 1177 250 927 134
is_linear=0
shrinkage=0.1


Tree=836
num_leaves=31
num_cat=0
split_feature=3 3 3 2 0 3 4 2 4 2 4 0 3 1 2 3 4 3 2 1 0 1 4 4 3 0 1 3 4 4
split_gain=5.84597e-05 0.000760275 0.000273106 0.000315924 0.000481208 0.000245999 0.000171265 0.000119777 0.000336604 0.000114924 0.00083484 0.00430025 0.00058764 0.00178036 0.000625861 0.000510409 0.00162164 0.00282803 0.00152389 0.00059455 0.0028662 0.00170872 0.000579087 0.000578659 0.000530273 0.000378047 0.000238019 0.000602382 0.00422658 0.0193382
threshold=0.11531000000000002 0.11148000000000002 0.12535000000000004 -0.028049999999999999 92.501778894350011 0.11002000000000002 41.436838994450007 0.22598000000000004 38.539340721750001 -0.079634999999999997 34.883496062400006 93.399723909900004 0.10335500000000002 61.998532946250002 -0.077085000000000001 0.10433500000000002 35.419594101850009 0.094375000000000028 -0.11347 61.778079379550007 79.532656873050016 57.576019321700009 35.050303764500008 48.226196960950006 0.09117500000000002 71.249517373150013 62.009286778800011 0.10040500000000002 39.525197829750006 41.646178195200001
decision_type=2 2 2 2 2 2 2 2 2 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 6 -5 7 -4 9 -9 15 11 -11 14 -14 -12 16 17 18 -1 20 21 23 -17 -18 -22 -25 27 28 -16 -30
right_child=2 -3 3 4 -6 -7 -8 8 -10 10 12 -13 13 -15 26 22 19 -19 -20 -21 24 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-0.10005530564569293 -0.0023873934110233055 0.0037748526018073318 0.0001168286664376643 0.0036209144068951719 -0.00070195016685783908 -0.0021792293985901951 -0.001118709424210452 0.00077017960257256049 -0.002839404709179553 0.065475971048487291 0.0034886371928822221 -0.1001508450403472 -0.0017578317302241004 0.0062704065932486066 0.00045712655455682735 0.00014002529423668837 -0.061206229946262417 0.066384246462050059 0.022699522942724593 -1.2972863094249408e-06 -0.041583177821963739 0.098788295506514787 -0.004611920728095859 -0.018558942048790154 -0.1001093747426747 0.030311124269317591 -0.00015559254217845857 -0.00011159554628075081 0.051515712439902217 -0.074303277066869941
leaf_weight=0.0018803765071351798 0.56148587530222549 0.53938180551536774 2.525462376512706 0.52665456570730451 0.50387850613461183 0.51415564648222911 2.0186719900450121 0.51605275813065499 0.51734011714984895 0.0025744391757193388 0.52705558343824321 0.0040082091044699453 0.52398283975344273 0.5841969207427411 0.51478220101933281 0.50059522645570331 0.0015417251371684371 0.009026305483977648 0.0021880665643639382 15.413176743046783 0.0029365670149790182 0.0019268779560093216 0.52582114472140884 0.0030155114424417206 0.0032741846658055351 0.0033319593378564605 14.303078337388456 1.4145587203184391 0.059854233802496992 0.015348378307124988
leaf_count=150 79 63 70 25 22 27 30 100 120 13 93 48 18 63 30 7 109 20 24 1730 30 14 46 31 16 19 813 25 66 133
internal_value=3.1691e-07 4.83217e-05 -0.000285272 -7.35447e-05 0.00150725 -7.56549e-06 -0.000432043 2.39303e-05 -0.00103686 5.57801e-05 0.000230811 -0.0353751 0.000243874 0.0024744 9.70446e-05 -0.000134988 8.53939e-06 0.0351844 -0.034036 -2.13143e-05 -0.0192719 0.0143663 -0.00229434 -0.00625317 -0.072437 0.00709428 -1.25703e-05 0.00100794 0.00369216 0.0258369
internal_weight=42.6412 36.5051 6.13615 5.57467 1.03053 35.9657 4.54413 35.4515 1.03339 34.4182 17.9494 0.00658265 17.9429 1.10818 16.8347 16.4687 15.4423 0.0130947 0.00406844 15.4292 0.0160268 0.00981607 1.02642 0.0078892 0.00621075 0.00634747 16.3076 2.00454 0.589985 0.0752026
internal_count=4034 3808 226 147 47 3745 100 3718 220 3498 1302 61 1241 81 1160 2196 2143 194 174 1949 219 173 53 159 46 50 1067 254 229 199
is_linear=0
shrinkage=0.1


Tree=837
num_leaves=31
num_cat=0
split_feature=2 4 3 3 2 4 4 3 0 3 4 0 1 1 2 1 0 2 1 1 0 3 4 4 4 1 0 0 3 3
split_gain=5.90361e-05 0.00168646 0.00348353 0.000761506 0.000301158 0.000476055 0.000335659 0.000757649 0.000407683 0.0074655 0.00629981 0.00251649 0.0060368 0.000373774 0.000313699 0.000244088 0.000373269 0.00103591 0.00108314 0.000258358 0.000525513 0.000387383 0.000506585 0.000308293 0.000249802 0.000249729 0.000339738 0.000439824 0.000402104 0.000211427
threshold=-0.06483499999999999 33.96174662340001 0.11531000000000002 0.093905000000000016 -0.072524999999999992 32.051492741500006 42.622319549950006 0.092835000000000015 86.89903215050002 0.084565000000000015 43.89540535710001 92.501778894350011 76.279622535200005 62.020040611300011 -0.08786999999999999 75.408562100950022 86.135510041400025 -0.078649999999999984 61.993156030000002 62.020040611300011 85.995710218650018 0.11379500000000002 41.481306584950012 41.674196414850009 41.481306584950012 73.037342029850024 87.278104746850019 91.066142252700018 0.08729000000000002 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=4 2 3 -2 5 -1 15 8 13 -10 11 -11 14 -8 -13 16 19 18 -18 23 21 22 -21 24 -7 26 -20 28 -28 -17
right_child=1 -3 -4 -5 -6 6 7 -9 9 10 -12 12 -14 -15 -16 29 17 -19 25 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.051235290210462282 -0.023745795901864535 0.00015236209079785954 0.052478500001464257 -0.10031380482058719 -0.0023795959937260381 -0.00011848251617525348 5.9134519799531597e-05 0.0043187426147333592 0.00070140062884307324 -0.10032424012126434 0.043729653544641964 -0.063938756604812602 0.069963307253185683 0.0031359346588434923 -0.10071348319126075 0.002640225745359871 -0.0048695351255124506 -0.0048826696047666422 -0.00047496149010333507 -0.0030370086350271506 0.003947411771194548 0.0025199734923045426 0.0013901249171422159 -0.0024411968900094573 0.0022127916433939561 -0.0023550446298842018 0.00041211741048393215 -0.00020347815379661823 0.0042734578367091772 0.0001761328637343129
leaf_weight=0.0018168569642921231 0.0017516699892326237 19.034669933157645 0.0027759115281540403 0.0050252828957678408 0.56826879394558005 4.4012686263249137 1.5311608727691175 0.54115817393738241 0.51738196024901184 0.013367953677516253 0.0059917327388829258 0.0048896586625133409 0.0036771810655387158 0.53201855265987408 0.0044131837948953034 0.52389573389170685 0.52563853107130576 0.55526184200679374 6.5687066110567667 0.52171445908717673 0.51913144960417401 0.51188305849791493 0.51224526216195443 0.51745026818067685 0.51322833901235743 0.51367403858870098 0.51886800594678584 1.5668163482594506 0.56157281048945151 1.038402543066949
leaf_count=120 62 1328 9 22 81 225 183 78 478 23 34 41 22 180 8 289 20 57 76 33 23 5 27 46 7 54 45 191 56 211
internal_value=3.08796e-07 0.000131281 -0.0418748 -0.0805229 -0.000105407 -4.92808e-05 -4.52416e-05 0.000913104 0.000207762 -0.00221214 -0.0488239 -0.0698713 -0.0385083 0.000852529 -0.0813844 -0.000197366 -0.000299753 -0.000675776 -0.000447998 0.000242471 0.00119459 0.000270121 -0.000843714 -0.000119479 0.000124976 -0.000209127 -8.95189e-05 0.000866889 0.0024191 0.00100243
internal_weight=42.6381 19.0442 0.00955286 0.00677695 23.5939 23.0256 23.0238 3.15406 2.6129 0.549722 0.0323397 0.026348 0.01298 2.06318 0.00930284 19.8698 18.3075 10.8105 10.2553 7.49692 2.06497 1.54584 1.03396 5.43195 4.9145 9.72964 9.21596 2.64726 1.08044 1.5623
internal_count=4034 1421 93 84 2613 2532 2412 1047 969 606 128 94 71 363 49 1365 865 499 442 366 88 65 60 278 232 422 368 292 101 500
is_linear=0
shrinkage=0.1


Tree=838
num_leaves=31
num_cat=0
split_feature=3 3 3 3 2 4 4 3 2 3 4 1 1 0 1 3 3 4 3 3 0 0 2 2 1 1 2 1 0 4
split_gain=5.82392e-05 0.000613907 0.00022837 0.000223425 0.000259236 0.000458113 0.000131639 0.000121632 0.000292799 0.000547484 0.000317442 0.00105835 0.000281102 0.000751656 0.00056359 0.000965891 0.000280761 0.000405206 0.00024893 0.000162198 0.000638041 0.00216212 0.000247734 0.000170273 0.000404077 0.000166939 0.000561426 0.000271778 0.00142079 0.00015235
threshold=0.11531000000000002 0.11148000000000002 0.11002000000000002 0.12535000000000004 -0.028049999999999999 42.899217095850013 41.436838994450007 0.091935000000000031 -0.085584999999999994 0.092260000000000023 41.481306584950012 62.084563606450011 75.077881750900005 85.995710218650018 70.171445662850019 0.096315000000000026 0.10433500000000002 41.646178195200001 0.098075000000000023 0.088145000000000015 87.278104746850019 86.135510041400025 -0.085584999999999994 -0.055334999999999995 75.271450736300025 62.020040611300011 -0.071864999999999998 62.084563606450011 85.925810307250018 39.337369931850013
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 6 -6 -5 19 16 -10 12 -12 13 -11 15 -15 18 -18 -9 25 21 22 -21 24 -22 26 -1 28 -27 -29
right_child=3 -3 -4 4 5 -7 -8 8 9 10 11 -13 -14 14 -16 -17 17 -19 -20 20 23 -23 -24 -25 -26 27 -28 29 -30 -31
leaf_value=1.5858032519072548e-05 -0.0021852416966052636 0.0034013391561357655 -0.002094078713276719 6.3496016270774634e-05 0.0033991353819961441 -0.00082117904515199315 -0.0010196195205963473 -0.00040691395582165448 0.0037487912002305821 -0.00022749992660664161 -0.0042508142543423132 0.0019731391988918995 -0.00015610305311159942 0.0009268186543427815 0.00081405132819302754 0.0069190205717987981 -0.0038148374642701698 0.00016427771325590093 0.0019996019171624434 0.00047045749103265819 0.0033587637592071128 -0.0072235806519643153 -0.0020823853892224034 -0.00087664691771904314 3.0160877774987959e-06 0.0021257609633447507 0.0036417908609372046 -0.00068559807028531331 -0.0052358415691198656 0.00015824038334435802
leaf_weight=2.0392284257955393 0.56204795953613818 0.53790156302078784 0.5143834249850191 2.5245549036651598 0.52704491112278684 0.50237431088589801 2.019925269664185 2.0686683266764869 0.52386257197383646 1.9492320878741507 0.55208023697455988 0.54087178598749475 2.5357791654438051 0.50923800576265454 1.0200841085721775 0.57021340455321468 0.52108853354894369 0.50290978142257359 0.54256969404281186 1.514910524396762 0.55380856911156073 0.5535347580630513 0.50747575469471295 0.53785397912789257 1.0191817656265778 0.51151821939168118 0.54013031958617475 2.5721778713570727 0.53782746653450886 12.720721922313187
leaf_count=399 79 63 27 70 40 7 30 207 21 50 59 70 90 17 45 58 33 15 100 65 86 29 36 165 97 23 192 415 62 1384
internal_value=8.97576e-08 4.80128e-05 -2.14826e-06 -0.000284962 -9.33455e-05 0.00133955 -0.000417926 2.82102e-05 0.000289828 0.000620955 0.000407531 -0.00117075 0.000669507 0.00118659 0.00249945 0.00409216 -0.000457219 -0.0018606 9.3118e-05 -0.000102958 -0.000629621 -0.00168583 -0.000170125 0.000659299 0.00118449 2.74933e-05 0.000775146 -9.05116e-05 -0.00164733 1.63116e-05
internal_weight=42.6332 36.4973 35.9594 6.13595 5.5739 1.02942 4.54448 35.445 11.8366 8.20136 7.6775 1.09295 6.58455 4.04877 2.09954 1.07945 3.63524 1.024 2.61124 23.6084 4.68677 2.57592 2.02239 2.11084 1.57299 18.9216 2.57936 16.3422 1.04935 15.2929
internal_count=4034 3808 3745 226 147 47 100 3718 765 410 389 129 260 170 120 75 355 48 307 2953 478 130 101 348 183 2475 591 1884 85 1799
is_linear=0
shrinkage=0.1


Tree=839
num_leaves=31
num_cat=0
split_feature=1 1 4 1 3 0 0 4 1 0 2 0 0 3 3 3 3 4 4 4 4 2 2 0 3 4 0 3 4 2
split_gain=9.34681e-05 0.000417833 0.000632124 0.000356653 0.000253226 0.000111504 0.00010877 0.000668344 0.00121385 0.000481027 0.000738766 0.00292316 0.00263733 0.00233244 0.00397047 0.00156764 0.00218202 0.00236651 0.00274879 0.0018368 0.000944327 0.00338329 0.00226333 0.00211009 0.00126202 0.00142462 0.000908063 0.00326148 0.000880111 0.000588123
threshold=61.901748453550006 61.93400995115001 40.583589072600013 61.87486387225001 0.093325000000000033 85.812895065800021 86.420486603250012 40.159267750750011 62.00390986255001 86.643628628100018 -0.167075 87.638358136350021 89.582113364650013 0.12201500000000003 0.10828500000000003 0.10040500000000002 0.09914000000000002 48.86568841230001 40.098777110850008 39.110279783550006 33.96174662340001 0.15844000000000005 0.10957500000000002 94.114853772600014 -0.27628999999999998 34.466665687600006 97.39208423365001 0.092260000000000023 36.893814626400008 -0.58559499999999998
decision_type=2 2 2 2 2 2 2 2 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 -3 -8 11 -11 -13 14 15 16 17 18 19 28 21 22 23 -12 -22 -26 -20 -28 29 -14
right_child=1 6 -4 -5 5 -7 9 -9 -10 10 20 12 13 -15 -16 -17 -18 -19 26 -21 24 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.001929572736236505 0.00045060896606229561 0.0014315202977014758 -0.0044625080061404193 0.0029208500179934427 -6.7871729275629673e-05 0.0013044942954326291 -0.0017920094008931201 0.00058377102587501997 -0.0053452860432521634 0.068116471224959507 0.03332625346897497 -0.09432690342372152 0.070921720374444788 -0.10007958369071804 0.083209890719119828 -0.10003016552184806 0.10002336386699798 0.083339702147614547 -0.096400570933682442 0.063419877007668032 -0.10004254889537952 -0.085828220834231375 0.099887917480867158 -0.10006047702570825 0.054956625086777261 -2.9035698459289895e-06 0.077862386742976769 -0.078107658594805104 -0.076236035545273195 -0.028913272144338378
leaf_weight=0.5200515995903493 0.52197664080200812 0.51060817628967614 0.52552024421932941 0.51685489142006691 1.4284946657979811 1.0110849396442061 1.5672647158426141 8.760418059113606 0.54795256669819481 0.0078843233181255037 0.0029521291435398844 0.0026893526851967655 0.0010401061788876539 0.0018682419598263769 0.0067209919440962542 0.0015692976299062069 0.0021187101592037285 0.0025940054809527871 0.0034407460118683897 0.0048358118407216821 0.0012608373244756823 0.0055599998141773188 0.0022980941477470651 0.0019823550973653726 0.0047172571995436332 26.658322234414314 0.0018880590040277478 0.0046246232540840815 0.001941747599726984 0.0013637386194509172
leaf_count=435 19 33 41 17 83 9 40 515 70 30 11 17 40 13 22 27 5 16 73 32 20 57 4 60 28 2101 96 24 54 42
internal_value=1.80759e-07 -4.39396e-05 -0.00201426 0.000497105 7.38345e-05 0.000500906 1.02199e-05 0.000296982 -0.00207642 -8.93141e-05 1.05514e-05 0.012873 0.00100341 0.00854256 0.014857 -0.00321759 0.0031532 -0.00629231 -0.0184432 0.0210198 -1.09428e-05 -0.027174 0.0179161 -0.0202599 2.08904e-06 6.81994e-06 -0.0548454 -0.0328912 -0.0261633 0.0142838
internal_weight=42.6319 39.1554 1.0475 3.47649 2.95963 2.43958 38.1079 9.81898 1.05856 28.2889 26.7217 0.0445798 0.0366954 0.0340061 0.0321378 0.0254168 0.0238475 0.0217288 0.0191348 0.0091814 26.6771 0.0127926 0.00723258 0.00493448 26.6643 26.663 0.00995343 0.00651268 0.00434559 0.00240384
internal_count=4034 3490 60 544 527 92 3430 618 103 2812 2772 491 461 444 431 409 382 377 361 168 2281 132 75 71 2149 2129 193 120 136 82
is_linear=0
shrinkage=0.1


Tree=840
num_leaves=31
num_cat=0
split_feature=1 1 4 1 3 0 0 4 4 0 0 1 1 0 0 4 0 3 4 2 2 1 4 2 1 0 0 3 3 3
split_gain=7.57601e-05 0.000337911 0.000510034 0.000289612 0.000204922 9.04327e-05 8.93852e-05 0.000659612 0.000382737 0.000188043 0.000427718 0.000367999 0.00061901 0.00120375 0.000457093 0.000439173 0.000244736 0.000389696 0.00118598 0.00237706 0.00257298 0.00188557 0.00092568 0.00033782 0.00515811 0.00591787 0.00225688 0.00208118 0.0034949 0.00203247
threshold=61.901748453550006 61.93400995115001 40.583589072600013 61.87486387225001 0.093325000000000033 85.812895065800021 85.812895065800021 41.385032804600009 41.147265497500008 85.963448721100022 86.054856297550018 61.993156030000002 62.025417527550012 86.329079026800017 86.420486603250012 40.720231579350006 86.643628628100018 -0.27628999999999998 33.96174662340001 0.15844000000000005 0.10957500000000002 69.563854125350005 34.654301448200009 -0.16080999999999998 62.213609596700003 88.098084476650016 89.582113364650013 0.12201500000000003 0.10828500000000003 0.10040500000000002
decision_type=2 2 2 2 2 2 2 2 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 -3 -8 -11 15 -13 -14 -15 -12 -16 -18 19 20 21 -19 -20 24 -24 -26 -27 28 29 -28
right_child=1 6 -4 -5 5 -7 9 -9 -10 10 11 12 13 14 16 -17 17 18 22 -21 -22 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=-0.0017343887764786189 0.00040567959715787799 -0.0025475358732434681 -0.0040049268359836189 0.0026341489020303296 -6.1084195373034848e-05 0.0011751331278817164 -0.00086342308437007624 0.0036581696946247398 0.00056454532167303842 0.0020326618127017148 0.00017067793530409016 0.0019795542507153063 -0.0047004733821035738 0.0020993987730270856 -0.0015357590416913227 -0.0027505168317579235 -0.044972900623573592 0.032825435821942937 0.040531721474020226 -0.083070785983518039 0.09984437415157793 -0.10007309646603213 -0.10022708584971494 1.422666137658845e-05 0.097464856860770485 -0.092930580806031726 0.0054127388559749041 -0.10007200536220758 0.0804835205681909 -0.10004662098367155
leaf_weight=0.52068514609102567 0.52182414002188326 0.53505838370996839 0.52692795009717486 0.51585365662469218 1.4285499131343971 1.0102018486722952 2.5279472422912468 0.54769808547690724 1.5116714562901163 1.0345421395659311 1.0044208069448459 1.5839604674938552 0.54629321906395034 1.0371083286254386 1.0513167515455304 1.0554569341366002 0.0019248067074631994 0.0020687763827052126 0.005644217589316435 0.0050912979260788749 0.0020802642392538928 0.0022059571795912496 0.003989741671888875 25.60240977834621 0.0077934966877530867 0.0023785340261532886 0.022664327669230593 0.0016905767224812953 0.0062779287539420628 0.0019877597353962209
leaf_count=435 19 140 41 17 83 9 60 250 14 23 12 49 59 27 31 30 50 13 43 53 4 92 3 2012 28 13 363 13 20 28
internal_value=1.60448e-07 -3.95578e-05 -0.00181036 0.000447624 6.64955e-05 0.000450993 9.18098e-06 0.000575811 -0.000249018 -3.22189e-05 3.14911e-05 -3.33134e-05 5.57891e-05 -5.18735e-05 3.96181e-05 -0.00132611 -4.03315e-05 2.09181e-05 2.42923e-05 -0.0321575 0.00863166 -0.0357563 3.86507e-05 2.974e-05 0.00851969 0.0186586 0.00111029 0.00796729 0.0138725 -0.00309071
internal_weight=42.6277 39.1524 1.04875 3.47529 2.95944 2.43875 38.1037 2.59443 2.04673 35.5093 32.9813 31.9468 29.8869 28.3029 27.7566 2.05988 26.7195 25.6682 25.6663 0.0114463 0.006355 0.00427473 25.6548 25.6492 0.0467824 0.0427926 0.0349991 0.0326206 0.03093 0.0246521
internal_count=4034 3490 60 544 527 92 3430 404 154 3026 2966 2943 2901 2852 2793 42 2766 2735 2685 162 109 105 2523 2480 468 465 437 424 411 391
is_linear=0
shrinkage=0.1


Tree=841
num_leaves=31
num_cat=0
split_feature=3 4 3 4 3 4 4 2 1 2 0 4 2 3 1 3 4 1 0 3 0 3 2 3 3 3 3 3 2 2
split_gain=7.95123e-05 0.0012453 0.000227557 0.000267606 0.000401267 0.000378515 0.000543541 0.000520161 0.00256669 0.00124714 0.000275062 0.000458226 0.000417531 0.00057391 0.000356004 0.00027068 0.000257957 0.000344143 0.000251433 0.000212447 0.000652266 0.0021658 0.000176691 0.00119487 0.00679935 0.00473618 0.00169248 0.000966344 0.000149909 0.000142211
threshold=0.09180000000000002 32.724174661450007 0.092260000000000023 40.563919884450009 0.094375000000000028 40.984321400500008 41.218101594450012 -0.083954999999999988 62.111448187750007 -0.08854999999999999 97.39208423365001 37.784765830350004 0.010890000000000002 0.11531000000000002 61.966271448700006 0.13377000000000003 39.685256516350002 75.806453904250006 85.963448721100022 0.088145000000000015 87.278104746850019 0.09013000000000003 -0.079634999999999997 0.08895500000000002 0.090735000000000024 0.089835000000000012 0.091645000000000018 0.09117500000000002 -0.092710000000000001 -0.11347
decision_type=2 2 2 2 2 2 2 2 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 10 -5 -6 -7 9 -9 18 12 -12 13 14 -4 -15 17 -16 -8 -1 21 -21 28 -24 25 -25 27 -26 29 -22
right_child=1 2 3 4 5 6 7 8 -10 -11 11 -13 -14 15 16 -17 -18 -19 -20 20 22 -23 23 24 26 -27 -28 -29 -30 -31
leaf_value=1.7071854511897259e-05 -0.075097625854551986 0.0013265684900950576 0.0029039008808270182 -0.0029835667803536931 -0.0015856843501922274 0.00225442468337275 0.00052473692178473018 -0.0070937435746608827 0.00020416367443957698 0.0052280139347736241 0.00030489287136525927 -0.0030908946892791262 0.0032683896168542851 -0.0020400798697815898 0.0037010145461950357 0.00026474438711658236 0.00013678017204465988 8.9764286097228092e-05 -0.0021589295604955059 -0.0073785282388352628 -0.00057201927482784614 -7.7624745213550889e-05 0.00038869384635771407 0.010277438376262247 -0.011692986182257271 0.085676910939121886 0.015204742819514528 -0.058038247065996876 -0.0014688744559721188 0.0017890970809423395
leaf_weight=18.918616332488952 0.0021991424034116793 1.5333739258675922 0.90285420543660144 0.5377017927073745 1.5273696554297149 1.0448226515467949 1.0156287089624814 0.57255883498812998 3.0442965019918584 0.52866090443967451 1.5178468492779713 0.53830037073975212 0.59344739315019968 1.0247677509421116 0.55845601981550907 1.0134676529804072 2.5415443061457381 0.50030052661895752 0.53197366453496453 0.55448401532065439 0.50534742111366981 1.5205534152292877 0.5020780567880242 0.017903251147341592 0.0076504223114284278 0.015581339923016913 0.0083736233985689523 0.010922123591479815 0.51805048196448256 0.51512039050277292
leaf_count=2475 40 43 30 89 40 35 46 74 92 17 105 111 63 33 105 31 38 2 101 84 49 42 69 39 15 19 10 47 63 27
internal_value=1.70883e-07 0.000148695 0.00015717 5.75183e-05 -0.00033653 -0.000164327 0.000157869 -0.000226898 -0.000951117 0.00103469 0.000434933 -0.000584126 0.00072861 0.000498196 0.00112836 -0.000894057 0.000683108 0.00199457 -0.000397748 -0.000125426 -0.000770977 -0.00202855 0.000471035 0.00198766 0.0152724 0.045363 -0.0221196 -0.0389477 -8.34694e-05 0.000619845
internal_weight=42.6243 19.5296 19.5274 17.994 8.80301 8.26531 6.73794 5.69312 3.61686 2.07626 9.19099 2.05615 7.13484 6.54139 4.50316 2.03824 3.6003 1.05876 1.5476 23.0947 4.17606 2.07504 2.10103 0.562509 0.0604308 0.0334846 0.0269462 0.0185725 1.53852 1.02047
internal_count=4034 1095 1055 1012 494 405 365 330 166 164 518 216 302 239 175 64 145 107 147 2939 464 126 338 199 130 58 72 62 139 76
is_linear=0
shrinkage=0.1


Tree=842
num_leaves=31
num_cat=0
split_feature=2 4 4 4 4 1 4 4 1 1 0 4 0 0 4 2 0 4 4 0 2 2 3 1 3 4 1 0 2 0
split_gain=8.14671e-05 0.00114883 0.00277602 0.00198498 0.000380084 0.000524278 0.0034674 0.00708951 0.00307347 0.00275047 0.00260662 0.00354278 0.00158376 0.00148252 0.00323786 0.00277547 0.00150571 0.00130851 0.000535585 0.000816426 0.000380597 0.000949586 0.000646928 0.00157113 0.000533962 0.000548746 0.000277915 0.00244439 0.00540409 0.00429119
threshold=-0.06483499999999999 33.96174662340001 33.151194885250007 32.724174661450007 42.47354681640001 62.116825104000007 42.899217095850013 43.272784938550004 62.181348099150007 66.590419433100024 90.407470010750018 43.218894539100006 85.995710218650018 100.27142289135001 43.680097826700013 -0.16276499999999997 97.39208423365001 48.86568841230001 43.077238082650005 86.20003303655001 -0.086139999999999994 -0.080019999999999994 0.089415000000000022 62.020040611300011 0.098075000000000023 39.577821550850011 75.499969677400017 99.994511703900017 -0.088224999999999984 97.674372337300014
decision_type=2 2 2 2 2 2 2 2 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 20 18 -7 10 -9 12 -8 -12 -10 14 -11 16 17 -16 19 -6 26 -22 23 -23 25 -24 -1 28 29 -28
right_child=1 -3 -4 -5 5 6 7 8 9 13 11 -13 -14 -15 15 -17 -18 -19 -20 -21 21 22 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00012401322811479899 -0.051328406681566609 0.00016973880155397592 -0.10024932705527652 0.091048747436198466 0.0002839826540583556 0.00030792787793466501 -0.10036766910459533 -0.10014299538810507 -0.010681964837955076 0.080775475681739706 0.044581358922974455 -0.085953276740758575 0.09276875709519683 -0.10006049190276514 -0.082440663501535574 -0.10004015737901212 0.072652648405916398 0.04774251148479991 0.00037511371802893931 0.0058229838468415764 -0.0048603438865600012 0.0012683145630441638 -0.00034619797134146036 -0.0063892930248949757 -0.00070665974084625099 0.0042398140331718071 0.055277115332563832 0.00071660267455944324 0.099032769974404466 -0.047574754614108566
leaf_weight=14.259948581000872 0.0019480602090425894 19.034512207262104 0.0037361749861606341 0.00196888179318222 0.51559740436192203 0.53616908027312882 0.012457511263392011 0.0023843780199470635 0.0019747519187021112 0.0038872940090186646 0.0037201644415400525 0.0047135749621776135 0.0059051484931842424 0.0015180111060223928 0.0019482279057645496 0.0033834152137187596 0.0024900921095198925 0.0012789319935109233 2.0339894072143689 0.549930560086068 0.5774307454975397 0.51724030660989162 0.50972853999940093 0.55588357051169179 2.4057945763775037 0.53452501072797531 0.0075063912070945085 0.5133073268306475 0.0082389093950037129 0.0088263515490654143
leaf_count=721 71 1328 16 6 51 78 16 11 69 15 41 9 17 256 76 164 13 6 203 80 136 12 15 88 71 26 13 375 6 45
internal_value=3.18157e-07 0.000154164 -0.0385824 0.0202386 -0.000123922 0.000809495 -0.0019449 -0.0283982 0.00778862 0.0192847 -0.0713039 -0.0283738 0.0668434 -0.00655001 0.00437934 -0.0282528 0.0142303 -0.0308487 0.00132654 0.00314272 -0.000296611 -0.00104153 -0.000554022 -0.00269836 0.000112967 0.00200126 -3.98466e-05 0.00219153 0.0330032 -0.0003049
internal_weight=42.6219 19.0422 0.00765312 0.00391694 23.5798 3.68135 0.581831 0.0456615 0.0247703 0.0223859 0.0208913 0.00843374 0.0078799 0.014506 0.012988 0.00910067 0.00571725 0.00322716 3.09952 1.06553 19.8984 5.1006 4.52317 1.07312 3.45005 1.04425 14.7978 0.537879 0.0245717 0.0163327
internal_count=4034 1421 93 77 2613 1105 771 693 627 616 66 50 86 530 274 259 95 82 334 131 1508 348 212 100 112 41 1160 439 64 58
is_linear=0
shrinkage=0.1


Tree=843
num_leaves=31
num_cat=0
split_feature=3 3 0 3 1 1 2 3 3 1 3 0 0 4 1 1 4 4 3 0 0 2 2 2 2 3 1 3 3 1
split_gain=7.80589e-05 0.00082446 0.000199467 0.000571569 0.000576559 0.000504363 0.000612467 0.00018842 0.000121589 0.000871296 0.000668667 0.000196418 0.000929003 0.000602192 0.00360722 0.000396198 0.000177702 0.000455059 0.00212135 0.000241543 0.00202572 0.00896351 0.0153834 0.00555388 0.00329402 0.0031684 0.00377465 0.00177364 0.00197449 0.0024106
threshold=0.11531000000000002 0.11148000000000002 86.103248543850015 0.41214500000000009 61.907125369850007 62.025417527550012 -0.032369999999999996 0.11002000000000002 0.10661000000000002 62.068432857650002 0.10507500000000002 86.103248543850015 85.995710218650018 35.050303764500008 74.153052154050016 62.025417527550012 42.066503896600004 41.481306584950012 0.086030000000000009 88.098084476650016 95.469836670350006 -0.083064999999999986 -0.08786999999999999 -0.053159999999999992 -0.101395 0.083365000000000022 65.536543845950021 0.092835000000000015 0.084090000000000012 67.300172379550006
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -4 -7 8 10 -10 11 12 15 14 -13 -1 17 -15 -19 -18 21 22 24 -23 27 -25 -27 28 29 -21
right_child=2 -3 5 -5 -6 6 -8 -9 9 -11 -12 13 -14 16 -16 -17 19 18 -20 20 -22 23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-0.00019145425081499527 -0.00037546048291112877 0.0039356849405178971 0.0019870622023240281 0.0005511953257805335 -0.0051182568063155281 -0.0036105242121175123 8.6057799842845649e-05 -0.0019016191598242042 -0.0018487672014921774 0.003899875806944203 -0.0035356552158159293 0.038952810560093615 0.0045038097324938096 -4.25621995398575e-05 -0.10004400910004424 0.0026926510694101754 0.00093900554586999864 5.0755362917758343e-05 -0.0068682356387246742 0.092595323603844731 0.0001011971962546309 -0.1002743032383068 0.09366565082378725 0.055767512255820495 -0.075355781622439416 -0.10023380245886244 0.018177001792137742 -0.1000508487103115 0.071523433411579726 -0.075833209534862223
leaf_weight=4.0136501794239994 0.50111393381348179 0.53955942096414489 1.0296115743112753 1.0084634214606467 0.52468992908258372 0.54507351207095123 2.5221880125286598 0.5149606530731593 0.51706710497319375 0.5379647651369398 0.52887631561527726 0.013410607020382015 0.54942412359105208 17.890924603750285 0.0021690629683168488 0.5404472513291666 3.6225925823774165 2.0308431402284728 0.56680062051066915 0.0011989734166490962 4.5492230331092616 0.015169660201991064 0.014992253984019044 0.00448659226594847 0.011385666773740866 0.0056901249045040458 0.0051095679291258966 0.0013931227640568986 0.0040575719626758655 0.0029174674652112653
leaf_count=690 22 63 14 15 25 99 51 27 20 48 41 39 40 1083 162 237 155 97 112 14 644 23 7 23 33 5 45 14 37 149
internal_value=2.21796e-07 5.57029e-05 -0.000329927 -0.00113937 -0.00280136 7.19952e-05 -0.00057085 -2.5387e-06 2.50638e-05 0.00108249 -7.39069e-06 4.7742e-05 0.000619436 -5.37686e-05 0.0196011 0.00015081 -6.44282e-05 -0.00022214 -0.00145895 0.000327802 -0.000151903 -0.0174922 0.0163274 -0.0574071 -0.03901 -0.0148669 -0.0442111 0.0042444 0.0220198 -0.0267759
internal_weight=42.6155 36.4843 6.13114 2.03427 1.0258 4.09687 3.06726 35.9448 35.4298 1.05503 34.3748 33.8459 5.10352 28.7424 0.0155797 4.5541 28.7268 20.4886 2.59764 8.23822 4.61562 0.066401 0.0359451 0.0304559 0.0209528 0.0152863 0.0107997 0.00956714 0.00817401 0.00411644
internal_count=4034 3808 226 62 47 164 150 3745 3718 68 3650 3609 967 2642 201 927 2441 1292 209 1149 994 350 254 96 247 73 50 214 200 163
is_linear=0
shrinkage=0.1


Tree=844
num_leaves=31
num_cat=0
split_feature=2 4 4 4 2 4 4 3 4 4 0 3 4 0 2 2 1 0 2 4 1 1 4 3 1 4 0 2 2 1
split_gain=6.95998e-05 0.000993518 0.00247556 0.00174775 0.000265115 0.000373908 0.000322643 0.00049236 0.000265186 0.000291343 0.000228964 0.00641891 0.00502019 0.00397443 0.000442495 0.000715018 0.000387833 0.000223634 0.000856069 0.00124777 0.00058246 0.000380401 0.000241949 0.000776477 0.000229674 0.000219085 0.000264075 0.00133597 0.000674873 0.000723052
threshold=-0.06483499999999999 33.96174662340001 33.151194885250007 32.724174661450007 -0.072524999999999992 32.051492741500006 42.622319549950006 0.092835000000000015 42.402981339000007 42.283941020600004 86.89903215050002 0.084565000000000015 43.89540535710001 97.521130223850008 -0.089094999999999994 -0.095204999999999998 62.020040611300011 86.162394622750014 -0.08786999999999999 40.890797847750008 62.020040611300011 74.739136026450012 41.535369675400013 0.093735000000000027 75.499969677400017 42.536568606950006 94.047642319350018 -0.053159999999999992 -0.037054999999999998 62.014663695050011
decision_type=2 2 2 2 2 2 2 2 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 10 9 17 16 -12 13 14 15 -13 -8 22 20 21 -19 -20 -7 -24 -22 26 27 -3 -29 -30
right_child=1 25 -4 -5 -6 6 7 -9 -10 -11 11 12 -14 -15 -16 -17 -18 18 19 -21 24 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=-0.048205264195879088 -0.048768814207363252 0.0054435974648277576 -0.10022662463056686 0.089048094157928581 -0.0022535576502122501 -1.6949936408612401e-05 -1.2086794117017167e-05 0.0036387903227766516 -0.0024207723851397533 0.0022011716792728173 0.0010154780182507633 -0.026221282809258114 0.040726731027832065 0.011190714373363747 -0.10036550144601607 -0.10023415803699692 0.0031229094699483061 -0.0033978889617081948 -0.0024214703332002194 -0.0063776410994476384 -7.6717356208688337e-05 0.0013814247897711639 0.0043146310726339164 -0.0011292975354043418 0.0020560878148292439 -0.00049655009904738564 -2.7111027081519859e-05 -0.0019489515623385151 -0.00024694867326416808 0.0022356550487978829
leaf_weight=0.0016131174509393933 0.001873962037290843 0.56945912707487689 0.0033145982564719567 0.0018079594928082088 0.56564729139388603 6.4404665487789243 1.5303497648549504 0.53728840041352333 0.52714107856834758 0.51411220720820949 0.51749628390068103 0.0024396868648182109 0.005179884264168543 0.0049282359296820557 0.012640140081011057 0.0028071516705097093 0.53172024966546505 0.51826916332359729 0.54158602206287421 0.57167258757083406 8.6490492189556658 0.51141562010114627 0.52958634790991232 0.51853588203093182 0.53620581931406341 4.0485237051898659 8.6415813260107814 1.0332663919181593 2.6037843636018385 2.1351706926049037
leaf_count=120 71 66 16 6 81 269 183 78 76 22 478 30 34 25 27 12 180 6 77 109 318 49 51 20 368 411 421 37 162 231
internal_value=1.06502e-07 0.000142312 -0.0375339 0.0189044 -0.00011476 -6.21697e-05 -5.87936e-05 0.000882311 -0.000207833 -0.000147488 0.000314338 -0.00150756 -0.0481466 -0.068324 -0.090232 -0.0658195 0.000796296 -0.000211658 -0.000491953 -0.00261645 -0.000136246 -0.000574503 0.000212353 0.00162136 4.7789e-05 0.000156162 0.000332527 0.000822593 0.000366708 0.000871607
internal_weight=42.6089 19.0388 0.00699652 0.00368192 23.5702 23.0045 23.0029 3.14485 19.858 19.3309 2.60756 0.545491 0.0279951 0.0228152 0.017887 0.00524684 2.06207 18.8168 11.3282 1.62467 9.70352 1.053 7.48859 1.04812 9.18526 19.0318 14.9833 6.34168 5.77222 4.73896
internal_count=4034 1421 93 77 2613 2532 2412 1047 1365 1289 969 606 128 94 69 42 363 1267 927 235 692 126 340 71 686 1328 917 496 430 393
is_linear=0
shrinkage=0.1


Tree=845
num_leaves=31
num_cat=0
split_feature=3 3 3 2 0 3 3 3 3 4 4 3 0 2 0 1 4 0 1 4 2 1 0 2 0 1 4 3 4 3
split_gain=7.41267e-05 0.000678118 0.00023392 0.000219255 0.00047721 0.000152538 0.000140466 0.000197725 0.000148123 0.000246578 0.000438053 0.000257237 0.000303795 0.000352724 0.000534222 0.000702519 0.00024848 0.000196453 0.000182739 0.000378776 0.000314068 0.000201041 0.000445318 0.000283628 0.000697023 0.000232362 0.000262633 0.000176886 0.000577165 0.000293311
threshold=0.11531000000000002 0.11148000000000002 0.12535000000000004 -0.028049999999999999 92.501778894350011 0.11002000000000002 0.10932000000000001 0.10546000000000001 0.093325000000000033 42.536568606950006 41.218101594450012 0.10433500000000002 97.752337623100019 -0.059424999999999999 85.242941942100018 70.641925835650014 37.73036952315001 85.812895065800021 61.950140699950005 43.182896969600009 -0.091919999999999988 62.052302108850007 86.382848189450016 -0.073609999999999995 86.420486603250012 62.020040611300011 42.522337019050006 0.090735000000000024 39.525197829750006 0.089305000000000023
decision_type=2 2 2 2 2 2 2 2 2 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 -5 6 7 8 18 10 11 12 13 17 -15 -16 -14 -10 19 20 -1 23 -23 24 25 -20 -27 29 -29 -24
right_child=2 -3 3 4 -6 -7 -8 -9 9 -11 -12 -13 16 14 15 -17 -18 -19 21 -21 -22 22 27 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00056573623553136498 -0.0022693063276174688 0.0035774423396105568 -0.00042428929016974978 0.0033003477416135227 -0.0010099171835791735 -0.0017063950583719079 0.0016728689584356929 -0.0018449873338254709 -0.00086655994435835154 0.0024978805201756769 -0.0023473374635329483 -0.0016550086564993756 0.00068655106172201908 -0.00029605566068897546 0.0060694575563453347 0.00088874178374501612 -0.0024323001669331766 0.00087035499963658341 -1.8420972911142955e-05 0.00038334146411664782 -0.0040639986377118366 -0.0029733174312742421 -9.518069454680678e-05 0.0026969798130217618 -0.0031168271086607713 0.0026246015190526054 0.00035117925882229798 0.0010240292492669893 -0.0036112357296397678 0.0016322821137480276
leaf_weight=0.50545025603970717 0.56035710181772547 0.53817872885261309 4.5426463299528974 0.52537186962490501 0.50258622521868546 0.5155757630539729 0.51052935732877713 0.57010774750334903 0.87261812281650453 0.53131051059550838 0.58904472490539195 0.51113371313140366 0.50503328260830993 0.55001673902734216 0.53875215015068512 0.50906887848759652 0.51689459638767232 2.5661099989513048 2.0190515426635303 1.0132503120122418 0.52134267974820636 0.54314988062021186 16.815672813394453 0.55097377660422608 0.52941962028853584 1.0237463777328906 1.0089498365000507 0.53228864473147852 0.54231653727347551 1.0439209991275777
leaf_count=179 79 63 100 25 22 27 13 83 22 85 127 27 66 15 44 9 63 90 120 174 167 215 1821 61 14 13 32 63 124 91
internal_value=-3.20059e-08 5.40473e-05 -0.000321757 -0.000125849 0.00119299 1.28039e-06 2.61373e-05 2.05499e-06 3.27198e-05 0.000419351 0.000265084 0.000499319 0.000681072 0.00100004 0.00222772 0.00355248 -0.000890974 0.000429592 -7.88464e-05 -0.000988345 -0.00234194 -3.45205e-06 -0.000150167 0.000553358 0.000295546 0.000741422 0.00149616 -6.91821e-05 -0.00131523 5.79219e-06
internal_weight=42.6049 36.4739 6.13096 5.5706 1.02796 35.9357 35.4202 34.9096 34.3395 7.68998 7.15867 6.56963 6.05849 5.03657 1.59784 1.04782 1.02193 3.43873 26.6495 2.04004 1.02679 24.6095 19.4773 5.13214 4.58117 4.05175 2.0327 18.9342 1.07461 17.8596
internal_count=4034 3808 226 147 47 3745 3718 3705 3622 548 463 336 309 180 68 53 129 112 3074 520 346 2554 2314 240 179 165 45 2099 187 1912
is_linear=0
shrinkage=0.1


Tree=846
num_leaves=31
num_cat=0
split_feature=1 3 0 0 0 1 1 4 0 4 0 4 1 4 2 3 2 3 4 2 1 4 4 2 4 3 4 1 2 2
split_gain=6.6978e-05 0.000542305 0.00470261 0.00742855 0.00590645 0.00215876 0.0010224 0.00756231 0.000336365 0.00382923 0.00711155 0.00746093 0.0104419 0.0185234 0.00948979 0.00831398 0.00436152 0.00272525 0.00241155 0.00150728 0.000575337 0.00452468 0.0117951 0.00570663 0.00123725 0.00149228 0.00126902 0.000783746 0.000468457 0.000425496
threshold=71.015621515800021 0.10249000000000003 102.03236296680001 97.521130223850008 100.27142289135001 80.677940036650014 75.499969677400017 41.092444989200011 90.297243227400017 38.748048509250005 90.767723400200012 40.137820134150012 69.563854125350005 41.385032804600009 0.04932000000000001 0.086030000000000009 -0.061874999999999999 0.083365000000000022 41.605323437500005 -0.11347 63.353515844050008 36.79544512155001 38.478081868400004 -0.5775499999999999 38.625745710700009 0.080135000000000026 40.241071441700008 62.55235532115001 -0.053159999999999992 -0.039434999999999998
decision_type=2 2 2 2 2 2 2 2 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 -5 -8 20 -10 18 16 15 -14 19 17 -12 -13 -11 -15 27 -22 -23 -24 -25 26 -26 -1 -17 -18
right_child=1 2 -4 4 -6 -7 7 -9 9 10 11 12 13 14 -16 28 29 -19 -20 -21 21 22 23 24 25 -27 -28 -29 -30 -31
leaf_value=-7.8557867765873315e-06 -5.2335592059420051e-05 -0.097825684060718912 -0.00017950062413101006 0.019509907809983497 -0.081798194429265739 0.05113628973654754 -0.1003393278199813 0.040653523957041471 5.2599022585527079e-05 0.032069982983513282 0.0086176898300010137 -0.02206647887548234 0.093178180599323604 -0.019667152811311345 0.070946407311755152 -0.071939990896068812 0.10003741500484749 0.075878424637560282 0.088368801056378121 -0.10019972279803985 -0.00021302386566688153 0.028963091137611082 0.042520836411498522 -0.026298992649780265 -0.10004694595141972 -0.096571842335561889 0.025491913708680643 0.0038757197599602862 -0.10064251926258523 0.067244362475883265
leaf_weight=25.540837105834733 13.691905453574904 0.012755427715386958 0.50203121541985307 0.0093738012237736257 0.0092131417629843781 0.00880027050152421 0.0068803430805948204 0.0085086402123124572 1.5666908027011146 0.015265828706787832 0.01563098507176619 0.0074155093310892539 0.019333680053023272 0.0028808712150886198 0.0053196924909570944 0.010639845391210656 0.0076458315743366248 0.0046049174424496186 0.015168389375503466 0.012024807019095475 0.52349487601735234 0.021183842012128168 0.0042986298503819844 0.0037148585620343502 0.0013514157203644564 0.023902116987210814 0.0019922913053960212 0.53044358295602378 0.012213751144908969 0.0082003333236571052
leaf_count=1311 1744 34 76 23 25 2 40 9 122 12 27 39 20 32 7 26 13 13 28 58 63 36 10 4 6 120 43 42 15 34
internal_value=4.27144e-08 -0.000176826 -0.00323391 -0.0308472 -0.0108749 0.00859375 -0.00652515 -0.0223837 8.89286e-05 0.00145145 0.0175252 0.00528253 -0.0119775 0.0231894 -0.0437138 -0.0518688 0.0460969 0.0154553 0.0601293 -0.0846349 1.86239e-06 -0.00311339 -0.0300135 -0.0654467 -0.0804371 -0.0878186 -0.0252467 7.1159e-05 -0.0872796 0.0830671
internal_weight=42.6037 14.2495 0.557563 0.0555316 0.0427762 0.0335631 0.0247628 0.015389 28.3543 1.70304 0.136344 0.10591 0.0744331 0.0395591 0.0202254 0.034874 0.0314771 0.0120204 0.0304342 0.0149057 26.6512 0.579938 0.0564432 0.0352593 0.0309607 0.0272458 0.00334371 26.0713 0.0228536 0.0158462
internal_count=4034 1953 209 133 99 74 72 49 2081 446 324 284 210 117 97 93 74 52 40 90 1635 282 219 183 173 169 49 1353 41 47
is_linear=0
shrinkage=0.1


Tree=847
num_leaves=31
num_cat=0
split_feature=2 1 4 4 4 3 1 0 1 3 0 2 3 0 0 2 4 4 3 4 4 0 2 1 0 1 1 4 4 4
split_gain=6.76139e-05 0.00518984 0.00112245 0.000251665 0.00039832 0.000708642 0.00030256 0.000549003 0.000456671 0.00132933 0.000415212 0.000327624 0.000356448 0.000322131 0.000275312 0.000244441 0.000311437 0.000254914 0.000400527 0.000235617 0.000241517 0.000216099 0.000671652 0.00149441 0.0266813 0.000484797 0.000249037 0.00042234 0.000413773 0.000210478
threshold=-0.06828999999999999 60.613977009100005 40.750688432250008 42.536568606950006 41.965809985500009 0.10249000000000003 63.705703859100005 93.399723909900004 62.014663695050011 0.096665000000000015 94.114853772600014 -0.0068649999999999996 0.093325000000000033 86.692020874450009 88.098084476650016 -0.072524999999999992 32.051492741500006 42.622319549950006 0.092835000000000015 42.402981339000007 42.283941020600004 86.162394622750014 -0.08786999999999999 62.052302108850007 89.705782438650019 62.020040611300011 62.020040611300011 41.674196414850009 41.243661560350013 41.481306584950012
decision_type=2 2 2 2 2 2 2 2 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 6 -6 8 -8 11 13 -9 12 -3 -10 -5 16 -1 19 -19 20 21 26 25 -24 -25 -23 27 29 -28 -18
right_child=1 3 -4 14 5 -7 7 10 9 -11 -12 -13 -14 -15 -16 -17 17 18 -20 -21 -22 22 23 24 -26 -27 28 -29 -30 -31
leaf_value=-0.0444719271589189 -0.10013148824917417 -0.00041502816828634798 -0.0037039881132752105 -0.0026614034597694271 0.0047555010360322723 -0.00043592972115972313 -0.0031781843987232767 0.0027828740583530601 -0.00059552842255350294 0.0061352461086457517 -0.00012081091197896017 -0.0006822717781987637 0.003212224135577878 0.0024693959598314648 -0.00020799869505646002 -0.0022069660814893685 -7.1740774027641123e-05 0.00026393755842330847 0.0032661914473039576 -0.0022805799925791756 0.0020035174289297314 -0.0031287034159113943 -5.395516026041914e-05 -0.083107705246711738 -0.00048940420225394691 1.2751165546885657e-05 -0.00025402962183271235 -0.0028629529686256434 0.0025802164796674097 0.0020691294615988848
leaf_weight=0.0015791389694318472 0.0062738880541176592 0.52266011515803279 0.0014947778281946267 0.52562183468738632 0.5421406282727872 0.51055813025163843 0.55702312379893903 0.52646755969544656 1.0132836978759345 0.56002624161192205 7.6238410580487423 2.0576290629587719 0.56248091944144107 0.51833941468771616 3.5235083203733804 0.54492736149533172 4.4022880140643865 2.6040172972496451 0.53579237256980361 0.52652898126280945 0.51333000246408289 0.51901771710255573 1.032135193789131 0.042075639896211103 0.55067211898759583 9.1803126580015295 1.0340247987921833 0.5132872989195788 1.0263802566348088 0.51270832635623254
leaf_count=120 27 34 141 71 70 23 125 53 26 29 464 44 29 45 267 54 225 969 78 76 22 6 23 24 188 686 37 33 38 7
internal_value=-3.12109e-07 0.000139741 -0.0815778 0.000173077 0.000361987 0.00223766 0.00022036 -0.000140832 0.000821195 0.00196613 6.6752e-05 5.91942e-05 0.00146515 0.000441718 -0.000526478 -0.000113664 -6.40562e-05 -6.10063e-05 0.000776257 -0.000193423 -0.00013656 -0.000194955 -0.000470566 -0.00235217 -0.00635399 -0.00015535 0.000221818 -0.000133464 0.00115784 0.000151584
internal_weight=42.5904 19.0513 0.00776867 19.0436 14.9944 1.0527 13.9418 8.70733 5.23442 2.09165 8.15031 3.14277 1.08514 1.53162 4.04913 23.5391 22.9941 22.9926 3.13981 19.8528 19.3262 18.8129 11.3242 1.62488 0.592748 9.69933 7.48869 5.42828 2.06041 4.915
internal_count=4034 1448 168 1280 942 93 849 642 207 100 517 107 63 71 338 2586 2532 2412 1047 1365 1289 1267 927 235 212 692 340 265 75 232
is_linear=0
shrinkage=0.1


Tree=848
num_leaves=31
num_cat=0
split_feature=3 3 1 2 0 3 3 2 2 0 1 2 2 4 0 4 2 2 3 3 1 4 2 4 2 2 3 4 2 2
split_gain=6.42647e-05 0.00058486 0.000173756 0.000975802 0.00024181 0.000140844 0.000130423 0.000412779 0.000703773 0.00055176 0.00152831 0.000515423 0.000984673 0.000430818 0.000342 0.000244376 0.000224664 0.000261431 0.000217089 0.000189243 0.000144489 0.000349641 0.000140808 0.00237593 0.000839462 0.000290084 0.000276582 0.000271662 0.000228836 0.000916191
threshold=0.11531000000000002 0.11148000000000002 61.966271448700006 -0.033799999999999997 85.963448721100022 0.11002000000000002 0.093325000000000033 -0.070909999999999987 -0.053159999999999992 86.565663342300013 61.907125369850007 -0.037054999999999998 -0.0034049999999999996 42.536568606950006 96.959242474650011 40.137820134150012 0.022350000000000005 0.19040000000000004 0.097450000000000023 0.096885000000000013 61.93400995115001 40.750688432250008 -0.097799999999999984 35.050303764500008 0.04932000000000001 -0.11103999999999999 0.049900000000000007 41.178189531300006 -0.081354999999999997 -0.087304999999999994
decision_type=2 2 2 2 2 2 2 2 2 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 20 9 -9 10 -8 -10 -13 14 15 19 -14 -18 -17 -11 21 -1 25 24 -24 -22 -26 -27 29 -25
right_child=2 -3 3 -5 -6 -7 7 8 11 13 -12 12 16 -15 -16 18 17 -19 -20 -21 22 -23 23 28 26 27 -28 -29 -30 -31
leaf_value=-0.0030814255909445954 0.00045566224102859353 0.0033264096679770333 -0.0017049059109616139 0.00023948262698333055 -0.0047213891783597405 -0.0016418151858213353 0.00063767900469985882 0.0043934750067248837 -0.0023448323197732988 0.00020429361060492744 -0.0061274921313071318 0.0048238383530587008 -0.0016701640841270467 0.0030598848675116364 -0.0023716293711575345 0.00086344287972188634 0.0026123255802214832 3.2710996630795873e-05 -0.0020405531960982107 0.0029026536437876918 -5.4801602894678526e-06 0.00058793682610881423 0.006018992227553639 -0.00027883581081590195 0.048715064489645445 0.0034137084364941417 0.098835076562993396 0.00060717570770462835 -4.7496730940466306e-07 -0.004532938841164705
leaf_weight=0.51789704561958494 2.0330532194968756 0.5367426079501233 0.50923263882798053 3.03211226766122 0.55580131539951505 0.51448357576261017 0.87607122160670658 0.55362655864610122 0.52101655873694275 0.51314053938571758 0.5396077409227189 0.56721070350862612 0.50438252776039583 0.52238444018418295 0.52339168319284723 0.51001927419019899 0.52491185697899156 1.5617647581803873 0.51976028973149369 0.52666665518634659 5.0673574640033108 0.52083698117630373 0.0021390378820168579 4.0718133269672769 0.0016958051856776901 0.52318350246314538 0.0031392669238470283 1.0121037529447592 14.340138706308966 0.57813662339383576
leaf_count=174 42 63 14 69 101 27 35 50 22 24 46 45 13 48 149 18 50 70 32 42 1031 311 33 177 50 46 16 60 997 179
internal_value=-5.55588e-07 4.98213e-05 -0.000300125 -0.000675155 -0.0032791 8.55848e-07 2.47279e-05 0.000359358 0.00106941 -0.000303972 -0.00194097 0.000569231 0.00104996 0.000439911 -8.79124e-05 0.000489632 0.000223818 0.000681623 -0.00060229 0.00157102 -8.53643e-05 -0.00124155 -3.84508e-05 -0.000176716 0.0581803 0.000359364 0.0812565 0.00156356 -0.000198147 -0.000807756
internal_weight=42.5838 36.4536 6.1302 4.09715 1.06503 35.9169 35.4024 8.76395 4.23291 4.53104 1.41568 3.67929 3.15827 3.11536 2.59298 2.06959 2.59106 2.08668 1.02978 1.03981 26.6384 1.03873 25.5997 18.9971 0.00697411 6.60264 0.00483507 1.53529 18.9901 4.64995
internal_count=4034 3808 226 184 115 3745 3718 644 250 394 81 200 178 313 265 116 133 120 50 66 3074 485 2589 1452 99 1137 66 106 1353 356
is_linear=0
shrinkage=0.1


Tree=849
num_leaves=31
num_cat=0
split_feature=1 3 0 0 0 4 0 4 0 3 4 1 4 4 3 0 0 2 1 3 3 1 4 4 2 4 3 1 2 0
split_gain=7.09122e-05 0.000463552 0.00406822 0.00683242 0.00513691 0.00153475 0.000254695 0.00333297 0.00599355 0.00643845 0.00803715 0.0148479 0.00799588 0.00266043 0.00355077 0.00226561 0.00315449 0.00536813 0.0014753 0.000797561 0.000682958 0.000333699 0.00364633 0.0104842 0.00506186 0.00125335 0.00143138 0.000643478 0.00024558 0.000262138
threshold=71.015621515800021 0.10249000000000003 102.03236296680001 97.521130223850008 100.27142289135001 40.241071441700008 90.297243227400017 38.748048509250005 90.767723400200012 0.10791500000000002 41.385032804600009 68.20618276945001 42.558389508100007 39.792680591700012 0.093325000000000033 95.808582394800013 95.620390325650007 -0.039434999999999998 66.590419433100024 0.096515000000000031 0.08674500000000003 63.353515844050008 36.79544512155001 38.478081868400004 -0.5775499999999999 38.625745710700009 0.080135000000000026 62.55235532115001 -0.033799999999999997 94.773526014550015
decision_type=2 2 2 2 2 2 2 2 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 -3 5 -5 21 28 19 10 11 -10 -12 14 -13 16 17 18 -14 -9 -20 27 -23 -24 -25 -26 -27 -1 29 -8
right_child=1 2 -4 4 -6 -7 7 8 9 -11 12 13 15 -15 -16 -17 -18 -19 20 -21 -22 22 23 24 25 26 -28 -29 -30 -31
leaf_value=-3.3243192327130658e-06 -6.7579911116956036e-05 -0.097259337827415498 -0.00023993531852192445 0.029793220770114079 -0.078829752855414145 -0.013664404464102617 -0.0024682501854841172 0.039066217098999677 -0.043434064240477507 -0.082256437224720216 -0.10009544856016823 -0.0063856720267417393 0.097179959904155983 0.084584917381930372 0.080500579662177663 -0.059192525954883272 0.099330119265500783 -0.10009076842972034 0.044596403790015726 0.072214413289278787 -0.046318732874457508 0.00018276692844335744 0.027360458340397527 0.039227537742214269 -0.023840165956067291 -0.023955632179263942 -0.095679496748629703 0.0035198911883972256 0.0017432122379858882 0.00072291580997023994
leaf_weight=25.535724981377303 13.69038061420876 0.011589236145371329 0.50183424460692072 0.016120706903655968 0.0086488105890225597 0.016387685904646787 0.52241980829493584 0.0136943398333641 0.018230113320527153 0.0077820646547479546 0.01062403504630538 0.0098412494098738534 0.0033557566857779211 0.025743510326719843 0.0090094456973019987 0.003877057410360151 0.0042514013921390878 0.0036732077423949913 0.001816662088355514 0.015444592660060152 0.0015156109852512145 0.52426898972314606 0.021301061405944344 0.0042209779348922885 0.0036907427224832636 0.0031990503938462691 0.021366507333430818 0.52913019163810915 0.53618881232796489 0.50745259128234466
leaf_count=1311 1744 34 76 41 25 33 62 28 38 10 57 23 8 31 18 36 3 11 32 12 17 63 36 10 4 49 120 42 46 14
internal_value=-3.83057e-07 -0.000182393 -0.00301668 -0.0294349 -0.0103366 0.00788596 9.11106e-05 0.00127973 0.016739 0.0050808 0.0124734 0.0326009 -0.0309594 0.063684 0.0351405 0.00876558 0.0267964 -0.00296552 0.0503777 0.0566359 0.00324566 1.54952e-05 -0.00236098 -0.0271592 -0.0629173 -0.0781758 -0.0863393 6.81988e-05 7.70954e-06 -0.000895856
internal_weight=42.5828 14.245 0.554581 0.0527464 0.0411572 0.0325084 28.3378 1.69492 0.128859 0.0997201 0.0919381 0.0628243 0.0291137 0.0445942 0.0188507 0.0184897 0.0146126 0.0103612 0.00668803 0.0291389 0.00333227 26.6429 0.578047 0.0537783 0.0324773 0.0282563 0.0245656 26.0649 1.56606 1.02987
internal_count=4034 1953 209 133 99 74 2081 446 324 284 274 110 164 72 41 107 71 68 57 40 49 1635 282 219 183 173 169 1353 122 76
is_linear=0
shrinkage=0.1


Tree=850
num_leaves=31
num_cat=0
split_feature=3 3 0 3 3 4 3 4 4 2 2 2 3 1 2 4 4 0 1 4 0 1 2 0 1 4 2 1 4 3
split_gain=6.67622e-05 0.000285677 0.000561623 0.00190878 0.000262912 0.000267802 0.000536515 0.000410103 0.000393899 0.000556919 0.00157814 0.00150048 0.000458115 0.000911375 0.00035831 0.00107738 0.000350706 0.000333322 0.000856544 0.000420983 0.000554674 0.000224104 0.000217991 0.00021527 0.000186987 0.00150473 0.00137155 0.000916487 0.000742849 0.000316146
threshold=0.091935000000000031 0.08833000000000002 87.278104746850019 0.09013000000000003 0.092260000000000023 40.563919884450009 0.094375000000000028 40.340071172300007 40.984321400500008 -0.083954999999999988 -0.037054999999999998 -0.08854999999999999 0.10721500000000002 62.020040611300011 -0.076484999999999984 36.491284729650012 36.491284729650012 85.925810307250018 62.041548276350007 38.478081868400004 99.470262368500016 62.272755675600003 -0.091179999999999997 93.805681087600007 62.014663695050011 35.050303764500008 0.04932000000000001 61.987779113750001 42.47354681640001 0.049900000000000007
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -2 7 -7 14 -8 11 -11 22 13 -12 15 -6 -16 -18 -19 20 -20 -14 -10 -21 27 26 -26 -1 -29 -28
right_child=4 2 -4 -5 5 6 8 -9 9 10 12 -13 21 -15 16 -17 17 18 19 23 -22 -23 -24 -25 25 -27 29 28 -30 -31
leaf_value=-0.0011455679300885703 0.0016980577811852489 -0.0070036248240926361 0.00040175297396677394 -0.00037612714651739172 0.0016623387564619269 -0.0034150919568355798 -0.001595885101618102 0.0016779696462007922 0.00070030377995355605 -0.0054139747163605249 -0.00098401639775939085 0.0060605630373546911 -0.0016374554289120349 0.0049241192645075515 -0.0021210346703202277 -0.0046578942365604076 -0.00046023425052237315 0.0048956789845154463 0.0044463353177367137 -0.0013208945578617505 -0.0001817617657085785 0.00028599883852077493 -0.0016818312685350915 0.00072712115247964713 -0.012124086427287351 -6.9688445554685392e-05 0.044848366210169917 0.0056894447454402981 0.0003306710597460281 0.099884521943711307
leaf_weight=1.0364312229552752 1.0233365876830465 0.55392213747489094 2.0945035454045944 2.0168132411227955 0.5213523349569702 0.53438443584160111 1.5264015324876394 2.0409739744016306 1.544091187982835 0.57164666365262595 0.5157835373397599 0.53327084557167737 1.0096219849706358 0.52875182996189096 0.51709263394116955 0.55880056546103374 1.9270303275628182 0.52666605172999004 0.52784043901192512 1.0263303695819561 0.50836671539687472 1.5142238754362172 0.51138126054866018 1.0266162926445779 0.0025676095087924225 16.834239563167319 0.0016555590350944005 0.5274307991118119 0.50768268306165965 0.0028242975696599615
leaf_count=528 31 77 330 46 105 89 40 39 154 75 15 18 28 29 76 161 37 15 24 27 30 41 5 42 83 1780 50 21 29 9
internal_value=-5.52152e-07 -0.00011295 -0.000813799 -0.00180417 0.000138972 5.01899e-05 -0.000344348 0.000427903 -0.000145568 0.000183432 -0.000535969 0.00133393 0.000245476 0.00200673 7.05755e-05 -0.00160734 0.000369655 0.000602011 0.00116813 0.000532623 0.00217578 -0.000483447 0.000107652 -0.000296744 5.99293e-05 -5.03482e-05 0.0461475 0.000956466 0.00306118 0.0795456
internal_weight=42.572 23.5781 4.66524 2.57074 18.994 17.9706 8.78956 9.18107 8.25517 6.72877 4.14003 2.58874 3.56838 1.04454 7.1401 1.08015 6.05994 5.54285 3.61582 3.08915 1.03621 2.52385 2.05547 2.05295 18.9128 16.8413 0.00704747 2.07154 1.03511 0.00447986
internal_count=4034 2953 453 123 1081 1050 494 556 405 365 188 177 113 44 517 266 251 175 138 123 54 69 159 69 2500 1922 142 578 50 59
is_linear=0
shrinkage=0.1


Tree=851
num_leaves=31
num_cat=0
split_feature=3 3 3 2 1 4 4 4 4 0 4 0 1 0 1 3 3 0 4 2 3 1 3 1 1 1 0 1 2 2
split_gain=8.12155e-05 0.000520246 0.000262403 0.000214161 0.000544776 0.000110421 0.000109439 0.000520538 0.000337922 0.000268341 0.000692139 0.000274099 0.00246968 0.00503054 0.000972826 0.000548872 0.00116378 0.000345866 0.000802259 0.000745238 0.000198346 0.00183103 0.000287019 0.000359281 0.000241358 0.000514442 0.000208887 0.000401067 0.000296078 0.000610748
threshold=0.11531000000000002 0.11148000000000002 0.12535000000000004 -0.074349999999999986 61.923256118600001 41.436838994450007 41.535369675400013 41.685324604100011 41.481306584950012 86.83719761350001 42.047301293400004 85.995710218650018 61.977025281250008 85.242941942100018 61.45546440395001 0.082205000000000014 -1.0000000180025095e-35 71.249517373150013 48.86568841230001 -0.23349 0.10469000000000002 62.046925192600007 0.093325000000000033 61.93400995115001 62.009286778800011 61.966271448700006 87.009258933850006 64.407391431150018 -0.091179999999999997 -0.061874999999999999
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -5 8 -8 20 11 -11 12 13 14 15 16 17 18 -9 -19 22 -22 23 -1 25 -25 -26 -28 -29 -30
right_child=2 -3 3 5 -6 -7 7 9 -10 10 -12 -13 -14 -15 -16 -17 -18 19 -20 -21 21 -23 -24 24 26 -27 27 28 29 -31
leaf_value=-0.0028100129115766143 -0.0024034540795288863 0.0031493465977000092 0.00023900486392342986 0.00092582873333642627 -0.003713442080297421 -0.00015412611166356219 0.003290654711604989 0.011182126663031578 -0.002624664125535049 -0.0037764533250840616 -5.8253528524258117e-06 0.00089506026015656625 -0.00026164163414189173 -0.10015140536464098 0.10001736795618073 -0.067107115900985323 0.099277025914524933 -0.023353645889231403 -0.10007706256684222 0.070768906945729598 -0.0056166024640299239 0.002630718387390723 0.00056177570889863167 -0.00094013581483060158 -0.00072127798099194196 0.0035408082111165287 0.0027606769980827429 0.0014603310602940974 -0.0035678101524937236 -7.3294535826578061e-05
leaf_weight=0.51957375947382445 0.55858275396441204 0.53579727988497339 1.0041006471001304 1.5201157191117003 0.5342867472132603 2.510117037726844 0.54031702324281461 0.0015011040809697063 0.5238887736186929 0.53261864893150246 5.6611192359531053 4.6264868828129693 0.5245298124167217 0.007514639090942409 0.0010469898115843543 0.0011276817955607754 0.0011710203011712217 0.0023273373303442924 0.0011405213719797302 0.0013173841259246366 0.52428521192632449 0.55328327345657924 6.5844903132151584 0.50220907221625932 5.5627226297017325 0.52305758475400643 0.51836515703075647 1.0500737632277717 0.54113067498283385 6.6018241072421242
leaf_count=199 79 63 12 38 63 34 92 116 31 101 1068 143 240 46 2 40 10 35 18 25 19 84 349 32 111 73 61 334 121 395
internal_value=-3.45651e-07 5.62902e-05 -0.0003372 -0.000129936 -0.00113369 0.000253209 1.01364e-05 0.000258067 -0.000112794 0.000113852 -0.000330073 0.000645871 -0.00148247 -0.0388286 0.00901373 -0.00208462 0.0077479 -0.00930214 -0.036854 0.0106669 -5.67511e-05 -0.00138197 6.98978e-06 -0.000223935 -0.00013611 0.0013459 -0.000242558 6.31317e-05 -0.000107539 -0.000338029
internal_weight=42.5701 36.4429 6.1272 5.56862 1.53839 4.03023 35.9071 11.9022 24.0049 11.3619 6.19374 5.16816 0.541676 0.0171467 0.00963204 0.00858505 0.00745737 0.00628635 0.00264163 0.00364472 23.481 1.07757 22.4034 15.819 15.2994 1.02527 14.2741 8.71139 8.19303 7.14295
internal_count=4034 3808 226 147 75 72 3745 1936 1809 1844 1169 675 532 292 246 244 204 194 134 60 1778 103 1675 1326 1127 105 1022 911 850 516
is_linear=0
shrinkage=0.1


Tree=852
num_leaves=31
num_cat=0
split_feature=1 3 0 4 1 0 3 1 1 4 2 0 4 0 0 1 4 0 1 4 1 4 0 4 2 2 3 2 4 4
split_gain=6.86161e-05 0.00162062 0.00846486 0.00689825 0.000538606 0.0091158 0.00463607 0.00157884 0.00867564 0.00444838 0.00356547 0.00168543 0.00105567 0.000821434 0.000421336 0.0127572 0.00418778 0.0034283 0.00314932 0.0035386 0.00447855 0.00332738 0.00192317 0.00179779 0.00691783 0.00626007 0.00701253 0.00228024 0.00195784 0.00816603
threshold=66.590419433100024 -0.09053499999999999 96.959242474650011 40.280372415600006 62.837331883000012 90.297243227400017 0.089415000000000022 64.730006406800015 63.353515844050008 38.478081868400004 -0.5656199999999999 88.17067284620002 38.748048509250005 89.582113364650013 96.163458868000006 71.096275259700022 43.631818398850008 93.399723909900004 68.910558799650019 37.903039192800001 67.649671936450019 41.571132012400007 96.039789794050009 36.491284729650012 -0.061874999999999999 -0.117885 0.090390000000000012 -0.016334999999999999 38.334060527150008 48.86568841230001
decision_type=2 2 2 2 2 2 2 2 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 -7 8 -6 11 -11 -10 -12 -14 15 17 -17 18 19 -3 21 -21 -18 -19 25 -25 -27 -26 -29 -30
right_child=1 14 -4 -5 5 6 -8 -9 9 10 12 -13 13 -15 -16 16 22 23 -20 20 -22 -23 -24 24 27 26 -28 28 29 -31
leaf_value=2.7610093633897543e-05 0.058763188221156351 0.042370433293674584 -0.093724254083737052 -0.10023840010055135 0.074105014233956809 0.088920790221653376 0.022064512033472802 -0.0017626468405410726 -0.00066412570880782602 0.037997847491043776 -0.021443719781669694 0.10001423230711043 -0.1002981215058964 -0.037520327745688052 -1.7208013551177201e-05 -0.10012265302927054 -0.048921313562899055 -0.00016050910108861155 -0.081719176803862412 -0.10020762753811624 0.013429433757111016 -0.0048225808213266004 0.10005344340750873 0.051829604475756214 0.083408308716439117 -0.10015248290649992 -0.00040498982362575985 0.063670038533186188 -0.10012510001742528 0.1001271450374745
leaf_weight=26.045762582799167 0.011880322557193831 0.0085741473904149546 0.01063397718249061 0.0035420932510128447 0.016759286415263717 0.016347973450137943 0.028374340981827118 0.54647451768299304 0.0032234281553616745 0.0041128206212306577 0.0036802104787056851 0.0034344186697126133 0.0078186384595817504 0.0028418977817636923 15.21097709388447 0.017206989201623557 0.0018707158427447848 0.50978463667959761 0.0084175803938304483 0.010248308201749268 0.01270380641653901 0.0056863238177697886 0.0016143318498507142 0.012647919167648125 0.013888212553865742 0.010141071736352814 0.023108661632374738 0.0078697847202420235 0.0043417351689640782 0.0038351258262991905
leaf_count=1326 29 12 205 78 28 43 20 117 28 9 4 15 74 6 1427 144 160 21 33 34 21 22 1 26 23 45 33 5 44 1
internal_value=-3.19679e-07 -0.000164836 -0.0250837 0.022245 9.76602e-05 0.00297967 0.0465034 -0.000328731 0.018386 -0.0188007 -0.0440816 0.0512703 -0.0676214 -0.0835627 -0.000123904 -0.00261332 -0.0798765 -8.06645e-05 -0.0264817 -0.0139868 -0.0308598 -0.0661692 0.0200863 0.00197645 0.0163422 -0.00804999 -0.0308277 0.0537415 0.0280652 -0.00620244
internal_weight=42.5678 15.889 0.0260564 0.0154224 26.6788 0.633068 0.0447223 0.588345 0.0418707 0.0251114 0.0184536 0.00665785 0.0143407 0.0106605 15.8629 0.651939 0.020692 0.631247 0.0456302 0.0372126 0.0286384 0.0159346 0.00348505 0.585617 0.0758325 0.0458977 0.0332497 0.0299349 0.0160466 0.00817686
internal_count=4034 2364 312 107 1670 344 63 281 164 136 93 43 84 80 2052 625 305 320 122 89 77 56 161 198 177 104 78 73 50 45
is_linear=0
shrinkage=0.1


Tree=853
num_leaves=31
num_cat=0
split_feature=3 3 3 0 2 1 1 4 4 4 4 0 4 0 4 0 4 4 4 0 0 3 0 4 1 4 2 4 0 3
split_gain=6.95058e-05 0.000440921 0.000223831 0.000504817 0.000502842 0.000462521 0.000369755 0.000102645 8.42243e-05 0.000424573 0.000273622 0.000219112 0.000541121 0.000224595 0.00105202 0.00379202 0.0038505 0.00261187 0.00367823 0.00135856 0.00106842 0.000684143 0.000486726 0.000756447 0.000295675 0.0006036 0.000178541 0.000470828 0.00025706 0.000205391
threshold=0.11531000000000002 0.11148000000000002 0.41214500000000009 86.103248543850015 -0.084275000000000003 61.907125369850007 62.079186690200011 40.098777110850008 41.535369675400013 41.685324604100011 41.481306584950012 86.83719761350001 42.047301293400004 85.995710218650018 41.942745071500006 85.812895065800021 42.434124620650003 42.719328117250008 43.426640904350009 85.791387400750025 84.226704768850013 1.0000000180025095e-35 71.249517373150013 48.86568841230001 55.855406118200008 48.96897326980001 -0.08786999999999999 42.536568606950006 96.851704149400021 0.09450500000000002
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -4 -6 10 -10 -1 13 -13 14 -11 16 -16 -18 -19 20 21 22 23 -20 -24 -26 28 -28 -14 -29
right_child=2 -3 6 4 7 -7 -8 -9 9 11 -12 12 26 -15 15 -17 17 18 19 -21 -22 -23 24 -25 25 -27 27 29 -30 -31
leaf_value=-4.7945092415084295e-05 -0.00052016625268012354 0.0029041564833677987 0.0018777378831946368 0.0026832354694395905 -7.0163811806132109e-05 -0.0047681753651912222 -0.00058339711668052867 -0.0014902785332712683 0.0029689981657395671 -0.00023015494849774906 -0.0023569352592967699 -0.0033489002841458285 -0.0027303348334782531 0.00080331042843863353 -0.10010711732729137 -0.10005751863880452 0.05318003696922894 -0.10003680556551214 0.011455739132162706 0.10002177831538971 -0.067832414632425508 0.069048284127517456 0.061042948910282335 -0.10006972306618055 0.052738944664811466 -0.046783641834358874 0.0030340968984911899 -0.00040813775442556985 -4.5299460284472649e-06 0.0017491425408856659
leaf_weight=23.474128827193244 0.5005852019962751 0.53401853561896118 1.0210755336752302 0.52690827024883358 1.014306478546674 0.52523438152299917 1.5179100065719784 1.0215893427323584 0.53910496032737931 0.50784484035285715 0.52469577545258417 0.5334685273336478 0.5258885082382404 4.6236904905508709 0.0036592339951044611 0.0048781029890960772 0.0088629688641039817 0.0038206930499529732 0.0014807247151709321 0.0015574693679809579 0.0019018828255461537 0.001840625442279753 0.0013014765197407741 0.0010320867040434223 0.0011956659357117427 0.001242865816578842 0.55538394446813422 3.0504624265084868 1.0112928829138979 0.51598577572014104
leaf_count=1778 22 63 20 39 32 25 67 21 92 37 31 101 299 143 52 37 35 108 64 4 40 81 12 18 34 10 90 305 348 26
internal_value=-5.60559e-07 5.1854e-05 -0.000312166 -0.000820537 -7.0158e-05 -0.00269521 0.00040637 -0.000782761 9.41926e-06 0.00022699 -9.84275e-05 9.6827e-05 -0.000304297 0.000577811 -0.00135079 -0.0187155 -0.00449131 0.00994482 -0.0149807 0.0131487 -0.000387859 0.015461 -0.000313379 -0.0343511 0.0225557 0.00201448 -1.72858e-05 0.000325732 -0.000937061 -9.60273e-05
internal_weight=42.5563 36.4287 6.12761 3.58862 2.5628 1.02582 2.53899 2.0359 35.8947 11.8959 23.9988 11.3568 6.19248 5.16431 0.540619 0.0327738 0.0278957 0.0242365 0.0153735 0.0115528 0.00999533 0.00809345 0.00625282 0.00251281 0.00374001 0.00243853 5.65901 4.12183 1.53718 3.56645
internal_count=4034 3808 226 139 92 47 87 53 3745 1936 1809 1844 1169 675 532 495 458 406 371 263 259 219 138 82 56 44 1068 421 647 331
is_linear=0
shrinkage=0.1


Tree=854
num_leaves=31
num_cat=0
split_feature=1 4 4 3 3 4 3 3 1 2 0 1 3 0 2 2 4 2 3 4 2 4 4 2 4 2 4 4 3 3
split_gain=6.57711e-05 0.000336751 0.00127045 0.000448917 0.000865282 0.000672683 0.000437202 0.000323095 0.000131394 0.00074307 0.000337168 0.010309 0.00326527 0.00261427 0.00346775 0.00624349 0.00375478 0.00206395 0.00190933 0.00144787 0.00570631 0.00542969 0.0102166 0.00370193 0.00135417 0.00114076 0.000760529 0.000696415 0.000271486 0.000942143
threshold=61.987779113750001 42.686561923500008 41.646178195200001 0.092075000000000032 0.10249000000000003 40.467253020850002 0.11243000000000002 0.087555000000000022 66.590419433100024 0.010890000000000002 96.163458868000006 71.096275259700022 0.08376500000000002 93.399723909900004 0.12427500000000002 -0.011675 40.720231579350006 -0.13509999999999997 0.083495000000000028 37.038444968100009 -0.061874999999999999 41.605323437500005 39.458743938000005 0.086310000000000026 36.893814626400008 -0.10423499999999999 44.938119223300006 40.340071172300007 0.11531000000000002 0.10661000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -6 -3 9 28 11 13 18 14 15 16 -10 -18 24 -15 21 22 -21 27 -13 -23 -26 -22 29 -2
right_child=8 7 -4 4 6 -7 -8 -9 10 -11 -12 12 -14 19 -16 -17 17 -19 -20 20 23 25 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0028995715597853796 9.5747024777138813e-05 -0.0003824777205627361 -0.0052124442787646712 0.0050312055904059138 -0.0017139956853594769 0.00064482617506503813 0.00039043411021618806 0.003154383157438444 0.015773102659761371 0.0038552436218329935 -5.9435252560347652e-05 0.030729494745075237 -0.10011661348447434 -4.7373284449747599e-05 0.025487831473711489 -0.10038271628076456 -0.0040866952201430249 -0.10009735499595239 0.076759312482195072 -0.043845255425834305 0.10003030991014683 -0.031886825917681404 0.065603880743315232 0.0012127236186902461 -0.10004831599635362 -0.10015757055851536 -0.00015768052821921261 0.059320731417974872 -0.00066057161971007968 0.0032093132216175707
leaf_weight=0.52926338259568506 13.938846612839741 0.50943016426642695 0.53274134942547569 0.53262001987127394 1.9269630599665108 1.0175776875917817 2.0243078902094567 0.52389922680246581 0.017937885941738951 0.55038154326438871 15.223755002383232 0.001682611119463189 0.013672046098504725 0.51511881610506671 0.011751176463516089 0.010958746570413402 0.0036925983893413283 0.005687963564923848 0.0016577345395489829 0.016594980203427201 0.0086714980643592954 0.004240796106387168 0.017546344301081263 0.0091295194524718681 0.0031252041809120001 0.0057879823103911265 0.0010080434173658226 0.0081532083763704577 3.5426849395231974 1.044691560336928
leaf_count=293 729 204 98 30 30 30 38 37 36 83 1639 4 165 34 40 19 39 20 3 34 17 23 17 23 55 36 128 32 58 40
internal_value=-5.78565e-07 -0.000267264 -0.000531439 -0.00011793 0.000149675 0.00215191 -0.000635858 0.00141071 5.73776e-05 0.000234266 -0.000155116 -0.00237416 -0.0710632 -8.77802e-05 -0.0220287 -0.0366164 -0.0110367 -0.0623034 -0.0179135 0.0017878 0.0152686 -0.0065981 0.0124042 0.0524823 -0.0448987 -0.0712884 -0.0756863 0.0803026 0.000126693 0.000312833
internal_weight=42.5536 7.5968 6.56347 6.03073 5.50147 1.5502 3.95127 1.03333 34.9568 19.0766 15.8802 0.656417 0.0211456 0.635272 0.0500284 0.0382772 0.0273184 0.00938056 0.00747359 0.585243 0.0701243 0.0441701 0.0341413 0.0259542 0.00581586 0.0100288 0.00413325 0.0168247 18.5262 14.9835
internal_count=4034 760 519 421 128 60 68 241 3274 910 2364 725 355 370 154 114 95 59 190 216 182 110 51 72 187 59 183 49 827 769
is_linear=0
shrinkage=0.1


Tree=855
num_leaves=31
num_cat=0
split_feature=4 2 1 1 3 3 1 3 0 0 0 4 3 3 0 4 1 1 3 4 2 0 0 1 2 2 1 4 3 2
split_gain=5.96101e-05 0.000259361 0.00322884 0.00711739 0.0042882 0.00490783 0.00564562 0.00371369 0.000252356 0.000601905 0.000221066 0.000194445 0.000169393 0.00052617 0.000604084 0.000149411 0.000125386 0.000508154 0.000419721 0.000320496 0.000133367 0.000311402 0.0012534 0.000869801 0.000683497 0.000264246 0.000973132 0.000261982 0.000459668 0.00043936
threshold=38.478081868400004 0.086310000000000026 76.830756451950009 69.563854125350005 0.12201500000000003 0.10608500000000003 62.041548276350007 0.080770000000000022 93.953546284800012 85.425757095000009 94.773526014550015 38.244973486750006 -0.27628999999999998 -0.55648999999999993 76.451683855550016 38.903925214650009 61.93400995115001 61.923256118600001 0.096995000000000012 40.750688432250008 -0.06828999999999999 86.329079026800017 86.479632682150012 62.00390986255001 0.022350000000000005 -0.033799999999999997 75.077881750900005 42.622319549950006 0.092835000000000015 -0.096529999999999991
decision_type=2 2 2 2 2 2 2 2 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 12 3 4 5 6 -3 -8 9 -1 -10 -12 13 14 -2 -14 17 18 19 -17 27 23 -23 -22 -25 26 -24 -18 29 -29
right_child=1 2 -4 -5 -6 -7 7 -9 10 -11 11 -13 15 -15 -16 16 20 -19 -20 -21 21 22 25 24 -26 -27 -28 28 -30 -31
leaf_value=8.6049052036214234e-05 -0.037587514225552739 0.058813234730797651 0.00010334078116029911 -0.10016150444576755 0.049136993167494043 -0.10040574702016732 0.016121297739020209 -0.10009506873481469 -0.0021217409443140605 0.0038935722069119577 -0.0004402207311664585 0.0012546285940492497 -0.0016674064284003757 -0.068399413071502199 0.062597471481340788 -0.0033653017617202539 -0.00024986891047305658 -0.0034860341887882652 0.001014280324913998 0.00016819197193592404 0.0022332104968953172 0.0052360702028466785 0.0048633605557435351 -0.0051406660003596762 -2.7385707779847842e-05 4.2132801901142063e-05 -2.7830057172874405e-05 0.002654429400720271 0.0034405222292794983 -0.00068347686368671169
leaf_weight=1.4163159297188443 0.0013344419715423106 0.008573857925512407 0.51917402037000138 0.010423349596848069 0.010050124199096899 0.0068593812027870618 0.0049008569358193199 0.0062640241617729353 0.51271693950412478 0.58737142425983524 2.0394280227381176 1.0132189856045526 0.53681150463941563 0.001457172478865675 0.0010963076321814924 0.51190681298316165 16.374041808796111 0.50823413493450242 1.5473464477935259 0.51487323780233329 0.54479208461524398 0.52985891729076584 0.5565239377956438 0.54614158008802827 0.5014425250701926 9.5944281420144009 1.5115807251181663 0.52702515750917123 0.53533751887887193 1.56633520033692
leaf_count=223 32 40 172 58 12 14 7 53 40 152 465 28 66 67 13 32 806 12 47 217 43 16 61 63 6 354 40 589 76 230
internal_value=-7.49632e-07 -4.66861e-05 -0.00217042 -0.0272487 -0.00651114 -0.0275378 -0.00221561 -0.0490816 0.000304254 0.00120221 -0.000200383 0.000122325 -1.36585e-05 -0.0208857 0.00759754 -1.14295e-05 1.3353e-05 -0.000596427 -2.5904e-05 -0.00159345 7.06785e-05 0.000307477 0.000479244 -0.00100769 -0.00269311 0.000263129 0.00128838 -0.000101097 0.000825594 0.000156876
internal_weight=42.5459 36.9768 0.566246 0.0470716 0.0366482 0.0265981 0.0197387 0.0111649 5.56905 2.00369 3.56536 3.05265 36.4106 0.00388792 0.00243075 36.4067 35.8699 3.08236 2.57413 1.02678 32.7875 13.7848 12.1924 1.59238 1.04758 11.6625 2.0681 19.0027 2.6287 2.09336
internal_count=4034 3126 356 184 126 114 100 60 908 375 533 493 2770 112 45 2658 2592 308 296 249 2284 583 471 112 69 455 101 1701 895 819
is_linear=0
shrinkage=0.1


Tree=856
num_leaves=31
num_cat=0
split_feature=3 3 3 2 0 1 3 1 1 3 4 1 1 3 0 4 3 1 4 0 3 3 2 0 3 0 1 0 2 0
split_gain=5.07094e-05 0.000540472 0.000209783 0.00020022 0.000280926 0.000393733 0.000150234 0.00101481 0.000884863 0.000182389 0.000134872 0.000130361 0.000279625 0.000512439 0.000373502 0.0005499 0.000430443 0.000270036 0.000186784 0.000151233 0.000143014 0.000184861 0.000147217 0.000418204 0.0007535 0.00136465 0.00268966 0.00043941 0.000749414 0.000404965
threshold=0.11531000000000002 0.11148000000000002 0.12535000000000004 -0.032369999999999996 86.054856297550018 61.966271448700006 0.10507500000000002 62.046925192600007 65.687097501250022 0.10335500000000002 42.899217095850013 62.009286778800011 61.998532946250002 0.094175000000000023 85.877418060900013 42.094663496250007 0.08376500000000002 61.778079379550007 41.571132012400007 85.705356740550016 0.10220000000000003 0.09914000000000002 -0.095204999999999998 87.350693116400024 0.09180000000000002 85.812895065800021 62.111448187750007 89.415428960600011 -0.08854999999999999 96.163458868000006
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -6 9 -8 -9 11 -5 12 13 14 18 16 -16 -15 -1 -13 21 22 -21 24 25 -24 -27 28 -25 -29
right_child=2 -3 3 10 5 -7 7 8 -10 -11 -12 19 -14 17 15 -17 -18 -19 -20 20 -22 -23 23 27 -26 26 -28 29 -30 -31
leaf_value=0.0024412505789525776 -0.0021151653830626628 0.0032019929990840788 5.7335787264490299e-05 0.0011679984438300532 3.3537962777926523e-05 -0.0038854833100286979 -0.0030680453078325096 0.0042139794970788144 -0.0015565077469652611 0.0018471159129944314 -0.00032485154155005466 -0.0017728886685443046 0.0026385548207364965 0.00021947085903665549 -0.00083412358995646843 8.0124334630876442e-05 -0.0049163019948568892 0.0025855329768200205 -0.00023771245155820159 0.00033647990768874924 -0.0016906287061214992 0.0018267388491907015 0.001509985937297364 -0.00074262805470469667 -9.0304082034255306e-05 -0.009601135062944622 0.00027656710780390607 -0.0019001338176719716 0.0045954687458334021 9.0820068577043093e-05
leaf_weight=0.52529110284488589 0.55821484127269716 0.53397249875805286 2.0152778137543237 1.525506636239869 0.50011228024959542 0.5259707634275963 1.0267812850065672 0.53354825422346142 0.52941315470423278 0.55413620894353144 1.0031490124420086 0.51511808986252461 0.526790958228048 0.87002431950425307 0.50741307099451682 1.5134019650304251 0.52614261526468908 1.0825390671789135 0.51583331053072978 7.145694078809238 0.51658324908501541 0.53648074549628333 0.51052610751840788 0.50442352762911469 3.0357267502549803 0.56052186164015416 0.54244533994369704 1.1200120649551859 0.54948695688911076 11.631144567879053
leaf_count=276 79 63 25 44 2 67 32 34 70 53 9 205 37 33 22 17 28 30 292 1120 27 89 14 10 34 72 89 372 55 734
internal_value=-8.48799e-07 4.39404e-05 -0.000266983 -8.1762e-05 -0.000628446 -0.00197535 -3.05895e-06 -0.000825884 0.00133996 4.78291e-05 0.000575766 1.78296e-05 0.000436912 0.000227586 -0.000481849 -0.00113416 -0.0029122 0.00153126 0.00111394 -7.57637e-05 -4.29637e-05 -1.03978e-05 -4.88974e-05 -0.00019812 -0.00101842 -0.00276465 -0.00474323 7.81394e-05 0.00204054 -8.40576e-05
internal_weight=42.5417 36.4135 6.12823 5.57002 3.04136 1.02608 35.8795 2.08974 1.06296 33.7897 2.52866 33.2356 6.06744 5.54065 3.58808 2.54696 1.03356 1.95256 1.04112 27.1682 26.653 26.1365 25.6 18.4543 4.64922 1.61349 1.10297 13.8051 1.05391 12.7512
internal_count=4034 3808 226 147 94 69 3745 136 104 3609 53 3556 735 698 635 67 50 63 568 2821 2616 2589 2500 1380 209 175 161 1171 65 1106
is_linear=0
shrinkage=0.1


Tree=857
num_leaves=31
num_cat=0
split_feature=2 1 4 2 1 2 4 1 1 3 4 2 0 4 0 4 4 0 1 0 2 4 2 2 3 1 0 0 0 4
split_gain=7.66937e-05 0.00493674 0.000874959 0.000270396 0.000188073 0.000794938 0.000360413 0.00135563 0.000369035 0.001636 0.000257759 0.000230569 0.000224049 0.000258352 0.000299857 0.000153879 0.000449102 0.000490253 0.000232433 0.00419186 0.00359561 0.00267704 0.00072714 0.0019006 0.00058545 0.000452713 0.00199549 0.0037595 0.00335548 0.00155828
threshold=-0.06828999999999999 60.613977009100005 40.750688432250008 -0.072524999999999992 71.015621515800021 -0.053159999999999992 41.035283712600005 62.111448187750007 62.014663695050011 0.096665000000000015 40.206947806850003 -0.028049999999999999 86.692020874450009 39.337369931850013 93.399723909900004 42.622319549950006 43.077238082650005 86.20003303655001 62.009286778800011 87.638358136350021 -0.095854999999999996 43.426640904350009 -0.097799999999999984 -0.102645 0.085910000000000028 66.590419433100024 97.39208423365001 100.27142289135001 96.163458868000006 43.680097826700013
decision_type=2 2 2 2 2 2 2 2 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 -3 8 -8 10 12 -7 -9 -10 14 -14 -1 17 -17 -18 20 21 -20 23 24 -23 -21 28 -28 29 -27
right_child=1 4 -4 -5 -6 6 7 11 9 -11 -12 -13 13 -15 -16 16 18 -19 19 25 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.00017213277431606705 -0.1001200187626175 0.0040522310522254053 -0.011870581950349134 -0.0023251963275439311 -0.0001149351903597833 0.0011136111898191376 -0.005058862945122913 -0.00010571429202304306 -0.0015089850558356178 0.0064047150143919365 -0.00091929173818271084 0.0022224682252763232 -0.001723289406558963 0.0027141666790499929 0.0016878372431999929 4.823514209814577e-06 0.00035014685448208949 0.0042820619998630875 -0.10012766374897203 4.5422772860101793e-06 -0.10026869006075655 0.010196646855321102 0.10002125859960098 -0.10004486025279234 0.10001534588057388 0.072864770831451584 0.061876825299874018 -0.10004565766184584 -0.10035319643230962 -0.03414656156151754
leaf_weight=19.834696314170145 0.0057587020344216358 0.59307361592192265 0.0013957809888839323 0.54389820466592098 10.125072071112571 1.0630524669240942 0.55696846763630992 2.0110018873109885 0.51112836552997087 0.55916382400604892 1.509142484192125 0.53948142307463731 0.51431082551971463 0.52328129255296563 0.51650188734129188 0.51287748290385848 1.518913875400181 0.56119294540139064 0.0020476600002439236 0.50506694054274703 0.0079513772260105808 0.0014364349209697877 0.0012852528598159543 0.0010755847029031429 0.0014666768111055717 0.0023388929116663643 0.0059296832913551265 0.0018912168054093488 0.0053159190008937873 0.0032539193657454835
leaf_count=1485 27 86 141 54 715 33 92 26 26 46 22 115 29 66 24 46 155 134 11 21 47 71 2 9 4 12 43 275 18 199
internal_value=-6.64625e-07 0.000148581 -0.0829033 -0.000121463 0.000179818 0.000515252 0.000262642 -0.000589306 0.000772089 0.00160637 -7.91212e-05 0.000386746 0.000307208 0.000904538 -1.41008e-05 -6.92741e-05 0.000582112 0.00223965 -0.000282966 -0.00206689 -0.053726 -0.00311074 0.0346285 0.0135045 0.0555738 -0.000561593 -0.0158281 0.0227214 -0.0434658 0.0106052
internal_weight=42.54 19.0293 0.00715448 23.5106 19.0222 8.89711 8.30403 3.10745 5.19658 2.62439 2.57219 2.55048 2.06522 1.55409 1.03081 22.9667 3.13204 1.07407 2.05797 0.53906 0.015263 0.00731161 0.00526395 0.0039787 0.00290311 0.523797 0.0187296 0.0078209 0.0109087 0.00559281
internal_count=4034 1448 168 2586 1280 565 479 233 246 191 55 141 145 119 53 2532 1047 180 867 712 144 97 86 84 75 568 547 318 229 211
is_linear=0
shrinkage=0.1


Tree=858
num_leaves=31
num_cat=0
split_feature=4 2 1 4 1 3 1 1 2 1 1 0 1 3 3 3 2 1 4 4 3 1 0 4 2 0 2 0 1 3
split_gain=8.05551e-05 9.23099e-05 0.000234027 0.00115493 0.000377955 0.00118164 0.000230495 0.000278543 0.000211994 0.000189068 0.000148264 0.000259129 0.000668379 0.00343014 0.00723112 0.00104639 0.000518386 0.000469274 0.000289817 0.000339192 0.000473036 0.000298523 0.00145662 0.000266415 0.000463783 0.000247053 0.000181277 0.000550653 0.000467682 0.000177302
threshold=34.883496062400006 -0.06483499999999999 61.982402197500001 40.206947806850003 62.079186690200011 0.10335500000000002 62.095317438950012 62.181348099150007 -0.072524999999999992 61.93938686740001 75.271450736300025 91.066142252700018 62.391047833300007 0.08729000000000002 0.096010000000000026 0.10932000000000001 -0.096529999999999991 62.181348099150007 41.535369675400013 41.685324604100011 0.092075000000000032 62.020040611300011 86.565663342300013 40.467253020850002 -0.088224999999999984 99.994511703900017 -0.095854999999999996 86.692020874450009 62.116825104000007 0.09450500000000002
decision_type=2 2 2 2 2 2 2 2 2 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 9 5 -4 -6 -8 10 -3 11 12 17 -14 -15 -16 -13 18 23 -20 21 -21 -23 29 26 -12 27 28 -25 -2
right_child=1 2 4 -5 6 -7 7 -9 -10 -11 25 16 13 14 15 -17 -18 -19 19 20 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012409166191840104 -0.00071358956868259845 0.0019964516795900927 0.00013253237664296525 -0.0048265012978551377 -0.0019422895513651593 0.0055030339333004448 0.0024649618629965175 0.00011391938309253012 -0.0020301022795277961 -0.00027823575922040431 0.0026047541315769437 -0.00035040981860362411 0.00043338125388553574 0.05851419956272054 -0.02185473991051029 0.010256548496936288 -0.0038337686045131839 -0.0030550542118839489 0.0029282374377762477 -0.00024507836614467884 -0.0025092816999824834 0.0059172856398641517 0.00020949235145821399 -0.004791815788867955 -0.002220371831655377 -4.0050765959082643e-05 0.00037038104034199399 5.6573593333304555e-05 -0.00050869520875111165 0.00085856360544984273
leaf_weight=0.51739891659261061 1.0240013997938304 0.5757679420265237 1.5379633545862845 0.53447923452021839 0.51955709431069763 0.55845510224025918 0.52385561866503749 13.249208345758918 0.56527012366278739 1.0001290161762879 0.53836740295079222 2.0498367595747231 0.519961007284926 0.032739748405379521 0.01885302575941239 0.021977988290018402 0.53971121478688422 0.52789207279013695 0.52570107407524425 2.5376478116718513 0.55267542010442117 0.54343284535724512 2.5223338702162437 0.52199017361907285 1.5468057576072176 1.0267929393437607 2.5079205833608285 2.5011942957062274 0.49830163270235062 2.3953002845664741
leaf_count=339 102 49 57 201 11 37 28 903 77 7 149 339 149 31 25 24 164 42 30 218 64 67 79 82 41 666 13 11 2 27
internal_value=-7.61217e-07 1.45097e-05 0.000181632 -0.000809545 0.000309263 0.00156316 0.000125344 0.000203341 -0.000116946 0.000552841 -6.98306e-05 -0.000138583 -9.39601e-06 0.00329295 0.023503 -0.00457029 -0.00107641 -0.00011706 -2.93238e-05 0.000490092 0.000281886 0.000557184 0.00122125 -0.000344964 -0.000675649 0.000869681 -0.00027936 -0.000742091 -0.00269998 0.00038774
internal_weight=42.5355 42.0181 18.4994 2.11038 16.389 2.09642 14.2926 13.7731 23.5187 1.5759 22.9534 21.3883 18.7987 0.593532 0.0735708 0.040831 2.58955 18.2052 17.6773 6.68179 6.15609 5.60341 3.06577 10.9955 7.57621 1.56516 6.02941 3.52149 1.02029 3.4193
internal_count=4034 3695 1293 257 1036 94 942 931 2402 56 2325 1510 1007 229 80 49 503 778 736 458 428 364 146 278 149 815 108 95 84 129
is_linear=0
shrinkage=0.1


Tree=859
num_leaves=31
num_cat=0
split_feature=3 3 3 0 2 1 1 3 1 1 0 4 3 3 3 2 4 1 4 1 3 3 3 3 3 3 3 3 3 3
split_gain=8.63785e-05 0.000603023 0.000246113 0.000379509 0.000397649 0.000343729 0.000280763 0.00019017 0.000972197 0.000694722 0.00018291 0.000932456 0.00849776 0.0061712 0.0120601 0.00248095 0.00162313 0.00636787 0.000466026 0.00310111 0.00020615 0.00185479 0.0036404 0.0025958 0.00216214 0.00145249 0.000357107 0.000807648 0.000879908 0.000447261
threshold=0.11531000000000002 0.11148000000000002 0.41214500000000009 86.103248543850015 -0.084275000000000003 61.907125369850007 62.079186690200011 0.10507500000000002 62.046925192600007 65.687097501250022 86.103248543850015 41.385032804600009 0.091935000000000031 0.092260000000000023 0.10371000000000001 -0.06828999999999999 41.741384785950011 62.030794443850006 35.050303764500008 74.153052154050016 0.091645000000000018 0.087555000000000022 0.087795000000000026 0.086030000000000009 0.089165000000000022 0.085820000000000021 0.079220000000000027 1.0000000180025095e-35 -0.15572 -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 7 3 5 -5 -2 -4 10 -9 -10 11 -1 16 -14 15 -15 17 -13 19 -12 21 23 -23 25 -24 26 27 28 29 -18
right_child=2 -3 6 4 -6 -7 -8 8 9 -11 18 12 13 14 -16 -17 20 -19 -20 -21 -22 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00012569232011520664 -0.00062846160256180056 0.0033912607461299513 0.0016890873507880433 0.002222467819232144 -0.00086340969224015646 -0.0042892801159879809 -0.00045615066012102891 -0.0031128374096444848 0.0037572800313101229 -0.0013584749534532186 0.036885191258739347 -0.028076006964609448 0.092097056647357414 -0.012968683644880383 0.067528093391471422 -0.10039188513069108 -0.023197367349759676 0.10000423109267076 -4.1511485493920032e-05 -0.10003820157461008 0.00025400280755861245 0.10006757617762317 0.033724257526883572 -0.10020000631490655 -0.07380386649474982 0.095383762041005307 -0.056751714536789913 0.067437220062868009 -0.10002715489112478 0.03193045019354137
leaf_weight=4.5009870631457165 0.50017557733554319 0.5347449915732615 1.0195495877794658 0.52547474984866394 2.0337787517559676 0.52643129327568516 1.5190695273964552 1.0262066954417142 0.53173465677602383 0.53008965667439878 0.012113761548388868 0.0082021273132963368 0.017298671475231231 0.0065055214752192114 0.019714203720468504 0.0064790037773700959 0.0054837634902835126 0.0073694753093674356 28.677149564594671 0.0019156837451089438 0.50093003900474287 0.0039703694637864828 0.0038587045576861101 0.0039690620827474979 0.0036283527263244464 0.0012332421667196067 0.0020362548705197278 0.0011650398141682681 0.0012185179071482737 0.0020115451683659913
leaf_count=394 22 63 20 39 53 25 67 32 34 70 39 23 11 26 10 23 104 22 2441 162 4 2 15 15 41 12 110 12 118 25
internal_value=-5.34632e-07 5.79116e-05 -0.000347997 -0.000881375 -0.000229807 -0.00250568 0.000405411 8.22578e-06 -0.000917923 0.00120337 6.54612e-05 0.000617537 0.00433773 0.0437945 0.0182409 -0.056591 0.000718536 0.0325397 -3.25973e-05 0.0181887 -0.000217257 -0.00847865 0.0226622 -0.0293226 -0.0183857 -0.00792698 -0.0186199 -0.0107601 -0.021215 -0.0084025
internal_weight=42.5345 36.41 6.12448 3.58586 2.55925 1.02661 2.53862 35.8753 2.08803 1.06182 33.7872 5.09606 0.595074 0.0499974 0.0326987 0.0129845 0.545076 0.0155716 28.6912 0.0140294 0.529505 0.0285749 0.0114574 0.0171174 0.00748706 0.0131484 0.0119151 0.00987887 0.00871383 0.00749531
internal_count=4034 3808 226 139 92 47 87 3745 136 104 3609 967 573 70 59 49 503 45 2642 201 458 454 58 396 56 381 369 259 247 129
is_linear=0
shrinkage=0.1


Tree=860
num_leaves=31
num_cat=0
split_feature=3 3 4 2 4 0 1 3 3 4 2 3 3 0 0 3 3 2 2 4 4 2 0 1 0 3 0 0 0 4
split_gain=7.00197e-05 0.000489614 0.000240357 0.000767493 0.000265843 0.00036494 0.00057324 0.000155586 9.96429e-05 0.00123861 0.00145742 0.000894028 0.000372826 0.000800813 0.00180661 0.000215206 0.000192652 0.000375964 0.000654268 0.000433326 0.000828973 0.00190183 0.00041745 0.000220347 0.000873357 0.000406625 0.000217024 0.000315218 0.000337614 0.000208291
threshold=0.11531000000000002 0.11148000000000002 40.280372415600006 -0.054619999999999995 41.32819714970001 87.818484831100008 61.966271448700006 0.11002000000000002 0.091645000000000018 35.050303764500008 -0.10623499999999998 -0.046510000000000003 0.08833000000000002 87.278104746850019 86.135510041400025 0.088075000000000028 0.092260000000000023 -0.070909999999999987 -0.054619999999999995 40.563919884450009 42.536568606950006 -0.117885 86.692020874450009 62.068432857650002 97.225399829550014 0.10249000000000003 97.39208423365001 85.812895065800021 89.953120586650016 40.206947806850003
decision_type=2 2 2 2 2 2 2 2 2 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 -4 6 -6 8 9 10 -1 -12 15 14 -14 -11 -10 19 -19 26 21 -21 -22 25 -25 -20 27 -18 -29 -26
right_child=2 -3 4 -5 5 -7 -8 -9 16 12 11 -13 13 -15 -16 -17 17 18 23 20 22 -23 -24 24 29 -27 -28 28 -30 -31
leaf_value=-0.065880114684577148 -0.0044862869677355088 0.003059403215950024 0.0011257632933253934 0.00021601737808910361 0.00033621159608230949 0.00029739373842277271 -0.0043573128579474435 -0.00172243299776888 0.0011451864637386389 1.4205033790473253e-05 -0.0034149043346176169 0.081180974480310739 -0.00024752226491419845 0.00025678896315189476 -0.0073620314749763957 0.002072167747389803 -0.00026297953680831876 0.0039571413932409294 0.00096387384558728906 -0.00031726308681587814 -0.0012655887646853105 -0.0076084012447015202 0.0027630406718815036 0.0044440450016553874 -0.0010441247548253546 -0.0018256528541439145 -0.0015253147595788135 0.0038196757762454236 0.00025019767764365312 0.00098000928829090504
leaf_weight=0.0010991705144521744 0.52764949792085758 0.5335422362564789 1.530774411219568 1.0143742677872722 0.520760284217886 2.0120246148270824 0.52011465241521648 0.51237320300912514 2.0448330540039441 18.370048422133994 0.0017000552525636703 0.0047112508178310912 1.0193838231213024 2.0709361813491993 0.54922641825396556 0.52259159320360993 1.371566066097275 0.55006021027247687 1.0292841702306366 1.0207832026744665 0.50692584238299787 0.55078031975146657 0.52214508041899399 0.55497269932160653 1.0163432554186971 1.0614358591101334 0.51309113446738353 0.52942810484091729 0.53048640306656125 1.0171968754745107
leaf_count=142 77 63 34 33 14 36 32 27 61 2255 53 45 81 282 26 39 29 49 39 79 24 75 55 81 58 26 105 22 64 28
internal_value=-2.50301e-07 5.23825e-05 -0.000313046 -0.00139302 5.02733e-05 -0.000488995 -0.00200909 7.65684e-06 3.27269e-05 -9.38726e-05 0.0405094 0.0587491 -0.000107407 -0.00103418 -0.00273857 7.11306e-05 0.000255321 8.64388e-05 0.000694731 -0.000487198 -0.00142783 -0.00287256 0.000778516 0.000311223 0.000927945 -0.000452339 0.000343565 0.000737936 0.00203315 -3.16329e-05
internal_weight=42.5306 36.4049 6.1257 1.54202 4.58367 3.0529 1.04087 35.8714 35.359 22.5397 0.00751048 0.00641131 22.5322 3.63955 1.56861 18.8926 12.8193 10.7745 5.22929 5.54521 2.60063 1.57156 1.02907 4.67923 2.58851 2.09072 2.94457 2.43148 1.05991 2.03354
internal_count=4034 3808 226 110 116 82 46 3745 3718 2923 240 98 2683 389 107 2294 795 734 281 453 233 154 79 232 167 65 220 115 86 86
is_linear=0
shrinkage=0.1


Tree=861
num_leaves=31
num_cat=0
split_feature=3 3 3 1 0 4 0 3 3 3 1 0 4 3 3 1 3 1 2 0 3 3 3 4 3 0 3 3 0 0
split_gain=7.99514e-05 0.00017679 0.000397466 0.000259287 0.000690253 0.000372879 0.000225197 0.000125893 0.000175401 0.000159336 0.00109976 0.000484313 0.000165908 0.0015494 0.0001626 0.000232828 0.000869845 0.000476525 0.000193452 0.000374984 0.000152967 0.000145086 0.000342704 0.000268771 0.000204391 0.00039599 0.00217576 0.000172168 0.000165434 0.000175533
threshold=0.43162500000000009 0.11531000000000002 0.11148000000000002 61.966271448700006 86.692020874450009 41.092444989200011 85.877418060900013 0.11002000000000002 0.10932000000000001 0.10433500000000002 62.068432857650002 100.69082235970002 32.724174661450007 0.088555000000000023 0.093325000000000033 61.998532946250002 0.10301500000000002 62.025417527550012 -0.086719999999999992 94.203572890950014 0.094725000000000018 0.092260000000000023 0.091935000000000031 41.243661560350013 0.08833000000000002 87.278104746850019 0.09013000000000003 0.088075000000000028 85.877418060900013 86.329079026800017
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 6 -6 -5 8 9 12 -11 -12 13 -1 21 16 -16 -17 20 -20 -19 22 24 -23 27 26 -26 28 -14 -30
right_child=-2 3 -4 4 5 -7 -8 -9 -10 10 11 -13 14 -15 15 17 -18 18 19 -21 -22 23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.038689129654668482 0.00071071370287129803 0.00023517423291145845 0.0027593778897515532 -0.0017709100784317521 -0.0021060182006397386 0.0011824109839207063 -0.0047209597721639893 -0.0015483924385398026 0.0018690309558838326 -0.0046650444198849091 0.002968391573782609 -0.0013298770347720612 0.0012489517031326841 -0.10004039561999854 0.0047675418877167891 -0.0027351843307884729 9.1636609457975652e-05 0.00054483133586557761 0.0032226400752244674 0.00035317826736238933 -0.0018533239380803619 -0.00019493226541036823 0.001799984410474765 -0.002829377717134342 -0.0070626092060825339 0.00036014489969441485 2.5166992216416308e-05 0.0018675996900202659 -0.0018182140722571777 9.2920520222037667e-06
leaf_weight=0.0018255633136112356 1.5256046004004549 2.0274431926848115 0.53245839260197314 0.50819883291440981 0.52187936128443402 1.0163369302491467 0.52720638055507152 0.51293544641938993 0.51089496406075241 0.5354448178456982 0.54573769882570344 0.50445798508068562 1.0428122347788775 0.001440142110436568 0.55345501388862217 0.52286556999752054 1.4149665582081068 0.51475341791319962 0.55508491040256736 2.5364558214468698 0.55034315992239469 1.5069800564393996 1.0228713791751207 0.52119708158783495 0.55117985483052923 2.0887283743258935 2.0217267520897217 0.52188717635344772 0.5425677408384243 16.789513468533162
leaf_count=143 53 39 63 20 60 31 23 27 13 33 56 33 623 39 61 18 12 52 73 99 174 33 29 55 76 318 41 39 70 1628
internal_value=-1.05988e-07 -2.65531e-05 4.7268e-05 -0.000610609 -0.0012769 6.6727e-05 -0.00327301 7.00923e-06 2.95738e-05 2.60484e-06 -0.000976752 0.000903733 4.92939e-05 -0.0224891 5.1507e-05 0.000493883 0.00140635 0.000110058 0.000467962 0.000868389 -0.000694313 -5.90132e-05 8.05952e-06 -0.000871927 -6.97432e-05 -0.000662781 -0.00149321 7.65529e-05 2.56832e-05 -4.79166e-05
internal_weight=42.5293 41.0036 36.4026 4.60106 2.57362 1.53822 1.03541 35.8701 35.3572 34.8463 1.58564 1.0502 33.2607 0.00326571 33.2574 6.64792 1.96842 4.6795 4.15664 3.09154 1.0651 26.6095 24.5813 2.02818 23.5584 4.66163 2.57291 18.8968 18.3749 17.3321
internal_count=4034 3981 3808 173 134 91 43 3745 3718 3705 122 89 3583 182 3401 489 73 416 398 172 226 2912 2824 88 2795 435 117 2360 2321 1698
is_linear=0
shrinkage=0.1


Tree=862
num_leaves=31
num_cat=0
split_feature=3 1 3 3 0 3 1 0 4 0 4 1 4 4 2 4 3 2 2 1 2 3 4 1 4 4 4 4 4 0
split_gain=9.43744e-05 0.000337926 0.000262421 0.000428659 0.000303192 0.000167785 7.59727e-05 0.000309522 0.0039898 0.00970194 0.00604608 0.0111721 0.00479235 0.00287983 0.00459247 0.00246995 0.00393933 0.00146068 0.0010113 0.000540775 0.000356182 0.00027022 0.000210814 0.000525414 0.00411732 0.00770464 0.0103124 0.00516199 0.000251643 0.000311911
threshold=0.41214500000000009 62.079186690200011 0.12084500000000002 0.11278000000000003 86.692020874450009 0.11082500000000002 71.096275259700022 90.407470010750018 38.748048509250005 90.633300493650012 41.385032804600009 68.20618276945001 43.120094701700005 39.792680591700012 -0.061874999999999999 43.525909308350002 0.087905000000000025 -0.11347 -0.053159999999999992 68.20618276945001 -0.041369999999999997 0.10249000000000003 37.828051409500013 62.213609596700003 42.047301293400004 41.685324604100011 39.861052345600008 41.035283712600005 41.535369675400013 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=2 -2 3 5 -4 6 7 22 20 -10 11 18 17 14 -13 -14 19 -12 -11 -17 -9 -8 -1 28 25 26 -25 -28 -24 -30
right_child=1 -3 4 -5 -6 -7 21 8 9 10 12 13 15 -15 -16 16 -18 -19 -20 -21 -22 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=0.0019957075191826454 0.0019972628188687741 -0.00035449442140640322 -0.001923100652745512 0.0027786222078861212 7.047157725541122e-05 -0.0018016260354903218 -7.4890902226942282e-05 -0.0018871578530180141 0.10005995223852185 -0.015247319353859277 -0.010641388893185035 -0.027299902994500216 0.098230435905894656 0.080845817340325934 0.076855373188731604 -0.025802250188373871 0.041141841298444781 -0.093033172472904102 -0.063292914348089591 -0.10008132691696454 0.0017882432086878211 -0.0023876325872155607 -0.00017835144483869991 -0.059138378464930696 -0.0003483684229057865 -0.089247445242174372 0.089172050228613575 -0.017503685286317523 0.0021376466345484472 0.00028145197715857953
leaf_weight=0.54090703088460301 1.021665567935315 1.5200226362079328 1.5296395581769844 0.56123408203290281 1.5218854505893196 0.51319428881724505 13.679821333967887 0.52617742805384182 0.013431825896759508 0.0087437185356975533 0.0027439776604296648 0.0082843409618362784 0.0025747652380232475 0.021874187939829426 0.008657246104121441 0.0013728211546286673 0.0063680913658572535 0.0099691222628095488 0.0087804237716007094 0.0034264617732748803 0.52851164037747433 0.52457188119222742 12.63501585439529 0.018006204868470654 0.54183357921813535 0.015361555643613689 0.011364897227338133 0.0075493513818400962 1.0777421397392242 5.6572424555015459
leaf_count=251 20 67 35 91 50 39 1738 64 23 13 11 13 6 31 29 21 20 70 27 48 38 78 343 33 144 20 36 23 475 177
internal_value=-3.3515e-08 0.000590826 -3.75909e-05 3.60441e-05 -0.000928847 -6.27315e-06 1.942e-05 0.000137301 0.00173305 0.0212256 0.00843629 0.0269538 -0.0309992 0.0568746 0.025924 0.00993794 -0.0104189 -0.0752498 -0.0393204 -0.078834 -4.53902e-05 -0.000160301 4.7734e-05 -5.04429e-06 -0.00293429 -0.0297339 -0.00497199 0.046594 8.48013e-05 0.000578483
internal_weight=42.528 2.54169 39.9863 36.9348 3.05153 36.3735 35.8603 21.6559 1.15092 0.096227 0.0827952 0.0563399 0.0264552 0.0388158 0.0169416 0.0137421 0.0111674 0.0127131 0.0175241 0.00479928 1.05469 14.2044 20.505 19.9641 0.594116 0.052282 0.0369205 0.0189142 19.37 6.73498
internal_count=4034 87 3947 3862 85 3771 3732 1916 414 312 289 113 176 73 42 95 89 81 40 69 102 1816 1502 1251 256 112 92 59 995 652
is_linear=0
shrinkage=0.1


Tree=863
num_leaves=31
num_cat=0
split_feature=3 1 3 1 0 4 3 3 3 2 3 0 4 4 4 1 0 4 1 3 4 4 4 1 1 3 3 4 2 3
split_gain=7.64455e-05 0.000274165 0.000239738 0.000377333 0.00130442 0.000413858 0.000364821 9.80647e-05 0.000105021 0.00071632 0.000383132 0.000183301 0.0004157 0.00618349 0.0037971 0.000340299 0.000140447 0.000318535 0.00268173 0.000136795 0.000126648 0.000327834 0.00103799 0.000562547 0.000406569 0.000270683 0.000602717 0.000593053 0.000256333 0.00026596
threshold=0.41214500000000009 62.079186690200011 0.11531000000000002 61.966271448700006 88.098084476650016 41.092444989200011 0.11148000000000002 0.11002000000000002 0.10661000000000002 -0.093879999999999991 0.10507500000000002 86.135510041400025 41.385032804600009 41.685324604100011 41.535369675400013 61.987779113750001 86.329079026800017 35.050303764500008 74.153052154050016 0.087555000000000022 42.066503896600004 41.481306584950012 41.872294782850005 62.020040611300011 62.068432857650002 0.079430000000000014 0.084360000000000018 43.847983878700006 -0.058374999999999996 0.085185000000000025
decision_type=2 2 2 2 2 2 2 2 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 7 8 10 -10 11 12 -1 14 -14 -15 19 18 -18 -13 21 23 -23 -19 -25 -22 27 -27 29 -28
right_child=1 -3 3 4 5 -7 -8 -9 9 -11 -12 16 13 15 -16 -17 17 20 -20 -21 25 22 -24 24 -26 26 28 -29 -30 -31
leaf_value=0.00014638923470464097 0.0018000886104682077 -0.00031896428742677653 8.8067360555940799e-05 -0.0060154681386197836 -0.0018944516302853453 0.0021069842409597384 0.0026425839316222542 -0.0013673949601380371 -0.0016591837684578285 0.0035650540641781084 -0.002675857010527681 -6.2100401008685437e-05 0.0096231189488036328 -0.00080919633577304314 0.080799828096060552 0.0027686079441887044 0.033143942461065855 0.0031991949236941626 -0.10003459066363785 -0.0023585342923379479 -0.00054862059477068311 -0.0050707414494508569 -0.00017862983903510769 -0.0020470725274748251 1.6057040553598957e-05 0.0051296568647493717 -0.0016478370999693922 0.0003780643213908574 -0.0018824064520708899 0.00082181603291669287
leaf_weight=5.0038309430277579 1.0202957120652638 1.5203767688709158 2.0230090299755821 0.52973418455978571 0.52199084677531626 0.51200709106652287 0.53203832150005936 0.51347918551004212 0.51378421647712724 0.53654438936066262 0.52904285166509524 0.51688312819169613 0.014262715943231918 0.51581338704422763 0.015795768381508424 0.5485712895511099 0.011425829871991798 0.52857456430502914 0.0017425775948926156 0.52071329039881675 2.503292428615616 0.55127116454305536 2.0338200029555975 1.0211350728859532 14.786228142558258 0.54847286145816321 0.50726497389514147 0.504090578814964 0.5286622809897511 3.1064238620990365
leaf_count=402 20 67 34 32 56 17 63 27 19 49 41 27 11 295 32 239 39 23 162 19 443 122 82 32 993 123 20 135 158 252
internal_value=1.2412e-07 0.000532015 -3.36769e-05 -0.000813701 -0.00198032 8.69484e-05 4.31986e-05 4.63395e-06 2.45648e-05 0.00100954 -5.59927e-06 3.62353e-05 0.000532518 0.00229791 0.0470266 0.00103476 -7.31419e-05 -2.86725e-05 0.0155204 -0.00121456 -3.63645e-05 -0.000175496 -0.00122187 -9.91075e-06 -0.000117218 0.000305598 0.000717224 0.00285404 0.000174264 0.000475143
internal_weight=42.5206 2.54067 39.9799 3.58674 1.56373 1.034 36.3932 35.8611 35.3476 1.05033 34.2973 33.7683 6.09827 1.09444 0.0300585 1.06438 27.67 26.6324 0.0131684 1.0376 26.6192 18.921 2.58509 16.3359 15.8074 7.69821 5.19491 1.05256 4.14235 3.61369
internal_count=4034 87 3947 139 105 73 3808 3745 3718 68 3650 3609 979 577 43 534 2630 2584 201 46 2383 1252 204 1048 1025 1131 688 258 430 272
is_linear=0
shrinkage=0.1


Tree=864
num_leaves=31
num_cat=0
split_feature=1 3 4 1 3 1 4 4 3 3 3 3 0 3 2 2 4 2 2 3 2 1 3 0 1 2 0 3 4 4
split_gain=8.41381e-05 0.000625795 0.00111014 0.00158257 0.00137347 0.000985972 0.000420726 0.00107702 0.000567251 0.000465239 0.000533665 0.000333923 0.000137842 0.0012962 0.0079712 0.00473875 0.00143176 0.000946146 0.000574256 0.00146732 0.000470733 0.000453602 0.00058617 0.000384892 0.00628686 0.00769292 0.00331351 0.00700093 0.00744833 0.00191041
threshold=61.987779113750001 -0.27628999999999998 33.96174662340001 78.10777406390001 0.10546000000000001 68.34060567600001 42.686561923500008 41.436838994450007 0.092075000000000032 0.10249000000000003 0.11243000000000002 0.087555000000000022 91.066142252700018 -0.09053499999999999 -0.037054999999999998 0.04932000000000001 40.280372415600006 0.010890000000000002 -0.59502499999999992 0.097450000000000023 -0.092990000000000003 69.64719632740001 0.092465000000000033 96.163458868000006 70.897329358050015 -0.122165 93.692765846100016 0.085820000000000021 37.903039192800001 43.631818398850008
decision_type=2 2 2 2 2 2 2 2 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 8 -1 -10 -11 -8 17 14 20 -16 -17 -4 19 21 -14 -15 -23 24 26 -26 27 -20 -29 -27
right_child=1 2 12 -5 -6 -7 11 -9 9 10 -12 -13 13 18 15 16 -18 -19 23 -21 -22 22 -24 -25 25 29 -28 28 -30 -31
leaf_value=-0.0033440960896918763 -0.055333572802361702 -0.06943130017187242 0.00013797225032863159 0.046868847126014045 -0.10019418885409428 0.032663551749373167 -0.00024970262347973678 -0.0048149135329386928 0.0015694123269606839 -0.0016752560019568559 0.0006534289854124481 0.0033450806638584043 -0.039811362392284312 -0.055298780851065737 0.094491253544698575 0.0027763290625647096 -0.10031786521086912 0.0043450639083577507 0.024730830902907799 0.04922284302344946 -0.10135923407866552 0.04837456641135645 -0.020869397755651237 -2.4956283480294038e-05 0.083737653045555943 -0.08417323925911302 0.001689412629236502 0.021828338708242023 -0.086493387001694233 0.014395803021133496
leaf_weight=0.52609419990474116 0.0020389019541643396 0.0017364126749552138 18.512344105595556 0.0018992160481281035 0.0035576396742271754 0.0020778529998297657 0.5095252169720117 0.55424905212637998 1.5367285242550108 1.9206663129953088 2.0182229583078879 0.52430570150004918 0.0014643379825467632 0.0018677132329761323 0.0058371276196198946 0.0040084153471120487 0.0020289837650013243 0.55045214020496658 0.017506470708221755 0.0079066257990767497 0.00820819840881859 0.0018116294708277469 0.0037595928080378371 15.19373521338761 0.0036014670034463228 0.019354506743902683 0.55184223176536074 0.0089986922102980316 0.021548957278223924 0.0021886245167439802
leaf_count=286 64 25 819 118 12 21 204 121 48 27 37 37 102 6 19 39 30 111 36 29 22 43 18 1247 64 120 151 8 73 97
internal_value=2.60998e-07 6.58331e-05 6.9067e-05 -0.03453 -0.0555007 -0.0138143 -0.000301515 -0.000597174 -0.000207673 9.36731e-05 -0.000482076 0.00157339 7.82533e-05 -0.0001396 -0.0246498 0.0302448 -0.0318705 0.000259455 -0.000106247 0.0192291 -0.0920414 -0.0126505 0.0016471 -0.000125003 -0.00255699 -0.0515437 -0.000503715 -0.0256891 -0.0545841 -0.0741593
internal_weight=42.5196 34.9298 34.9277 0.00927112 0.00737191 0.00381427 7.58979 6.55596 6.00171 5.47562 3.93889 1.03383 34.9185 15.8557 0.0215471 0.0118745 0.0060374 19.0628 15.8341 0.0153456 0.00967254 0.00743894 0.00557122 15.8188 0.625041 0.0251446 0.599896 0.0480541 0.0305476 0.0215431
internal_count=4034 3274 3210 176 58 46 760 519 398 112 64 241 3034 2104 212 88 69 930 1892 96 124 67 61 1796 549 281 268 117 81 217
is_linear=0
shrinkage=0.1


Tree=865
num_leaves=31
num_cat=0
split_feature=1 1 3 4 4 4 3 0 4 3 2 2 3 1 2 4 1 2 0 1 1 0 0 3 2 2 2 3 4 4
split_gain=8.51817e-05 0.000628083 0.000235583 0.000250999 0.000244669 0.000151916 0.000146581 0.000105668 0.000740094 0.000408673 0.000134981 0.000554946 0.00114552 0.0002782 0.00055931 0.000413663 0.000687317 0.00132554 0.000311631 0.000757706 0.000247893 0.000171838 0.000204083 0.000264642 0.000162006 0.000244768 0.000823621 0.00866536 0.00680438 0.0152853
threshold=61.93400995115001 61.923256118600001 0.097450000000000023 40.523311941050004 38.064633603500006 40.750688432250008 0.090735000000000024 85.812895065800021 41.147265497500008 0.092075000000000032 -0.06828999999999999 -0.075639999999999999 0.10507500000000002 63.705703859100005 -0.053159999999999992 41.035283712600005 62.014663695050011 -0.039434999999999998 87.818484831100008 62.111448187750007 61.993156030000002 93.399723909900004 94.114853772600014 0.10608500000000003 -0.078649999999999984 -0.087304999999999994 -0.081354999999999997 0.092835000000000015 41.806790701050012 42.310579034350006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 -1 -7 8 -2 -10 11 20 -13 14 -12 16 -16 -18 19 -17 -9 -15 -23 -24 25 -22 27 28 -27 -30
right_child=7 -3 3 -5 -6 6 -8 10 9 -11 13 12 -14 21 15 18 17 -19 -20 -21 24 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0023390892637995225 -0.0026528679947915175 -0.0037250533478632684 -0.00019612528605171043 -0.00058500580476863258 0.0024892739374941897 0.00093724240998848329 -0.0014634708615337971 -0.0021130369559091661 0.00069354488847556822 0.0039122974069916534 0.0037887640824913571 -0.0056167258899410396 1.9403863056088873e-05 -0.0018019030808417115 1.155947216062621e-05 -0.0043253960416542369 -0.0003453462363594277 0.006756684320057247 0.00038840415399924322 0.001040418675719468 0.00018338315758209751 0.001925006381247679 1.462949482308701e-05 -0.0022929901466103471 0.0017707534487070747 -0.10025095915935529 6.5212914867068467e-05 -7.468903940845457e-05 0.052476220235610452 -0.067161467537041303
leaf_weight=0.52575630613057933 0.53378076703857269 0.50751799315107859 0.54768613995474902 1.0167540856313868 0.89163347795147274 0.51616564839491086 0.50136710299195819 0.54493846504189924 1.5253136165407553 0.53205033402520729 0.54822456703550404 0.55970947103508151 1.0137642074837174 0.55815763280093023 1.5058932300717303 0.54476095226868915 0.50614928343566135 0.54661331920806311 2.0178015822898487 0.50910886279598344 12.248364625146824 0.52278865867356117 10.114656313717123 0.5226495516765518 0.53266497129001678 0.01438054928111665 2.0364736174691442 0.52107608178353426 0.017325060197546094 0.027839306531812213
leaf_count=185 140 16 23 32 28 290 30 17 200 64 32 66 21 165 17 57 5 41 26 11 1431 56 645 77 118 50 49 41 44 57
internal_value=-9.14656e-08 -0.000411147 9.38727e-06 0.000617774 0.00146743 -0.000958832 -0.000245657 4.86548e-05 0.000665097 0.00152594 3.55057e-06 -0.00019379 -0.00198546 0.000196698 0.000739672 0.000442782 0.00138194 0.00334216 -0.000339521 -0.00173325 -1.69645e-05 -8.95895e-05 -3.95037e-06 -9.87523e-05 5.72153e-05 -4.18483e-06 -0.000882029 -0.00420439 -0.0403433 -0.0212684
internal_weight=42.5114 4.50688 3.99936 2.45607 1.43932 1.54329 1.01753 38.0045 2.59114 2.05736 35.4133 17.5165 1.57347 17.8968 6.17855 5.63033 2.55866 1.05276 3.07167 1.05387 15.9431 11.7183 11.1601 10.6373 15.3981 14.8655 2.61709 0.580621 0.0595449 0.0451644
internal_count=4034 604 588 83 51 505 320 3430 404 264 3026 1894 87 1132 189 157 63 46 94 68 1807 943 778 722 1790 1672 241 192 151 101
is_linear=0
shrinkage=0.1


Tree=866
num_leaves=31
num_cat=0
split_feature=1 1 3 4 4 0 4 0 4 4 1 4 2 2 0 4 2 2 3 0 2 0 2 3 3 2 2 2 4 4
split_gain=6.88788e-05 0.000507312 0.000190759 0.000203452 0.000198538 0.000137413 8.93392e-05 8.57396e-05 0.000610243 0.00034755 0.000126163 0.000524429 0.00210171 0.00143098 0.00141516 0.000201611 0.000111181 0.000443464 0.00087428 0.000366608 0.000860482 0.000625924 0.00070639 0.000983052 0.000249776 0.000205382 0.000176751 0.000656177 0.00610438 0.00870701
threshold=61.93400995115001 61.923256118600001 0.097450000000000023 40.523311941050004 38.064633603500006 86.83719761350001 40.750688432250008 85.812895065800021 41.385032804600009 41.147265497500008 61.987779113750001 33.96174662340001 0.15844000000000005 0.10957500000000002 94.114853772600014 33.151194885250007 -0.06828999999999999 -0.075639999999999999 0.10507500000000002 94.047642319350018 0.010890000000000002 86.329079026800017 -0.033799999999999997 0.087475000000000011 0.10608500000000003 -0.078649999999999984 -0.087304999999999994 -0.081354999999999997 42.899217095850013 41.436838994450007
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -9 12 13 14 -12 -14 17 25 -19 20 21 -18 23 -23 -21 26 -13 28 29 -28
right_child=7 -3 3 -5 -6 -7 -8 10 -10 -11 11 16 15 -15 -16 -17 19 18 -20 24 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0011286530549471693 -0.0023835626781055935 -0.0033442105281987094 -0.00017649636519783779 -0.00052629441810170285 0.002242915014073644 -0.0022143836264738588 0.00072626471094017122 -0.00087639073523558596 0.0035771602245984122 0.00058289094470288262 0.027545257587656902 0.00012269982322311431 -0.051985447748600949 0.099735480342720603 -0.10003707962508085 -0.1002152474595262 -0.0027305204840656558 -0.004902812833552754 2.1466914144965292e-05 2.2679569963349422e-06 0.0045688600085235596 0.00072200842208131034 -3.4458139251301768e-05 0.0059555047500032161 -0.0022391096532875885 0.0019602206967344895 -0.10034851837574386 6.0301969034105065e-05 -0.00027557161156964687 -0.011988976040086261
leaf_weight=0.52098616967179023 0.5346322774047082 0.50871660964103194 0.5477738997233248 1.0171437190217139 0.89066585648834007 0.50559235405671632 0.51763532169220527 1.5596258226369162 0.54362222089872858 1.5116677852390692 0.0025508110558286798 12.25031604823293 0.0013898284443385478 0.0014778496835106125 0.0013189548811036547 0.0023028128343867138 0.54502946159482224 0.55957529058407351 1.0137106439373156 10.61485145239172 0.56995054936978462 1.0125204031501192 3.0486394322817891 0.55600860604135949 0.52162036417955704 0.53359631552332309 0.014879363987160721 2.0363538659320293 0.51760998104590661 0.044521893787972999
leaf_count=182 140 16 23 32 28 16 307 44 250 14 15 1363 51 4 95 6 37 64 19 582 173 23 93 43 65 116 62 48 43 80
internal_value=-2.37594e-07 -0.000369792 8.51115e-06 0.000556157 0.00132158 -0.000862347 -0.000204186 4.36108e-05 0.000599026 -0.000192148 2.9847e-06 4.35037e-05 -0.0240386 0.0160282 -0.0159394 -0.0820626 4.99373e-05 -0.000130779 -0.00172997 0.000231746 0.00088154 0.000474429 0.000852754 0.00257717 -0.000102716 3.26254e-05 -3.6574e-05 -0.00078318 -0.00375995 -0.0341221
internal_weight=42.5063 4.50851 3.9998 2.45558 1.43844 1.54421 1.03862 37.9978 2.58992 2.0463 35.4078 33.8482 0.00904026 0.00534762 0.00386977 0.00369264 33.8392 16.9706 1.57329 16.8686 5.73215 5.1622 4.61717 1.56853 11.1365 15.3973 14.8637 2.61337 0.577011 0.0594013
internal_count=4034 604 588 83 51 505 489 3430 404 154 3026 2982 171 114 110 57 2811 1795 83 1016 369 196 159 66 647 1712 1596 233 185 142
is_linear=0
shrinkage=0.1


Tree=867
num_leaves=31
num_cat=0
split_feature=3 3 3 1 0 4 1 3 3 4 2 3 3 0 0 3 2 2 4 4 2 0 4 0 0 2 0 2 3 2
split_gain=6.14728e-05 0.000142574 0.000545958 0.000191322 0.000827683 0.000210638 0.00020271 7.77645e-05 8.64895e-05 0.000978143 0.00131761 0.000802482 0.000269128 0.00045597 0.00193247 0.000257879 0.00037188 0.000884827 0.00034854 0.000889988 0.00171848 0.000353079 0.000246312 0.000256163 0.00062571 0.000177932 0.000151468 0.000296938 0.00015053 0.000248642
threshold=0.43162500000000009 0.11531000000000002 0.11148000000000002 61.966271448700006 86.692020874450009 41.092444989200011 62.068432857650002 0.11002000000000002 0.09180000000000002 35.050303764500008 -0.10623499999999998 -0.046510000000000003 0.088145000000000015 87.278104746850019 86.135510041400025 0.092260000000000023 -0.070909999999999987 -0.054619999999999995 40.563919884450009 42.536568606950006 -0.117885 86.692020874450009 41.218101594450012 86.479632682150012 85.925810307250018 -0.092710000000000001 97.39208423365001 -0.10051499999999999 0.087475000000000011 -0.081629999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 6 -6 -5 8 9 10 -1 -12 28 14 25 -10 18 -18 26 20 -20 -21 23 24 -19 -14 27 -17 -11 -30
right_child=-2 3 -4 4 5 -7 -8 -9 15 12 11 -13 13 -15 -16 16 17 22 19 21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.063125107414831405 0.00062313137016014447 0.00017886081348416575 0.0032177839457614385 -0.0046956104656299368 -0.0012791802744155601 0.0011888947956021729 -0.0018959018968019545 -0.0012262191294865306 0.0014411222082442131 -3.6984278752377433e-05 -0.0033325075693204664 0.079957462097194759 0.00071360087645271715 0.00020293111076319909 -0.0069832028810384627 0.0026488453443099351 0.0044485020938574253 -0.00053507752650277997 -0.00043216943541130916 -0.00095329533826621045 -0.0073733580016044882 0.0027499445807250421 -0.0017843765830670142 6.4851588202193556e-06 0.0042705089302410345 -0.0015739208328657409 -0.0013307474534476832 -2.6008208001913859e-05 0.0018905419602487158 -0.00076394203420151975
leaf_weight=0.0010901216639150535 1.5246400455111615 2.0264673289216244 0.53364877889207107 0.52170978383583155 0.5241148849782199 1.0163681063601315 0.51281815197941683 0.51351991396183549 1.5324325438218469 17.301213329533816 0.001603045536404446 0.0041552751323190931 1.0079963870640256 2.084348410380513 0.54816482678370437 0.53130601109674591 0.55137320637231813 0.55851229515936152 1.0197264576476925 0.50800561340031436 0.54854944876623801 0.52202089768029025 0.54543322963322616 3.0439252844013223 0.52622618000441435 0.51313552367201976 0.51364879340044334 1.8961396835140929 1.0350034362696794 0.53540929883298716
leaf_count=142 53 39 63 21 60 31 22 27 45 2144 53 46 30 310 29 50 49 27 79 24 75 55 83 104 18 59 105 65 61 65
internal_value=-3.52562e-07 -2.35501e-05 4.2791e-05 -0.000548003 -0.00112003 0.000349187 -0.00330779 -4.48e-06 1.32782e-05 -0.000101049 0.0376858 0.0567706 -0.000112288 -0.000841019 -0.00189256 0.000227407 5.46288e-05 0.000659782 -0.00051623 -0.00136016 -0.00286005 0.000923519 0.000212851 0.000476703 0.0017962 -5.8067e-05 0.000229335 0.000559449 4.81052e-05 0.000985534
internal_weight=42.5027 40.9781 36.3766 4.60148 2.57501 1.54048 1.03453 35.8429 35.3294 23.0321 0.00684844 0.00575832 23.0253 4.15365 2.0693 12.2973 10.7649 5.22547 5.5394 2.5983 1.56828 1.03003 4.6741 4.12866 1.08474 1.52113 2.94109 2.42745 18.8716 1.57041
internal_count=4034 3981 3808 173 134 91 43 3745 3718 2939 241 99 2698 428 118 779 734 281 453 233 154 79 232 149 45 89 220 115 2270 126
is_linear=0
shrinkage=0.1


Tree=868
num_leaves=31
num_cat=0
split_feature=3 1 3 3 0 1 2 4 4 4 4 0 4 4 3 1 0 0 0 3 3 0 4 4 2 2 2 2 4 1
split_gain=7.14203e-05 0.000331827 0.000207299 0.000443259 0.000389985 0.000358718 0.000336104 0.000115089 8.2391e-05 0.000411639 0.000321443 0.000232521 0.000495514 0.000242735 0.0001702 0.000268328 0.0010007 0.000207738 0.00018022 0.000163491 0.000281472 0.000290791 0.00059942 0.000214004 0.000141761 0.00159999 0.000337014 0.000221644 0.000208316 0.000688585
threshold=0.41214500000000009 62.079186690200011 0.11531000000000002 0.11148000000000002 86.103248543850015 61.907125369850007 -0.084275000000000003 40.098777110850008 41.535369675400013 41.685324604100011 41.481306584950012 86.83719761350001 42.047301293400004 42.094663496250007 0.092075000000000032 62.020040611300011 86.565663342300013 86.479632682150012 85.705356740550016 0.089415000000000022 0.087245000000000031 96.741477366050006 43.047778594550003 42.522337019050006 -0.079634999999999997 -0.089094999999999994 -0.075639999999999999 -0.11103999999999999 40.984321400500008 61.998532946250002
decision_type=2 2 2 2 2 2 2 2 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 8 5 -4 -6 -8 10 -10 24 14 -13 -14 15 17 -17 18 -11 20 21 22 -15 -23 25 27 -26 -1 -28 -30
right_child=1 -3 4 -5 6 -7 7 -9 9 11 -12 12 13 19 -16 16 -18 -19 -20 -21 -22 23 -24 -25 26 -27 28 -29 29 -31
leaf_value=-0.00042925639065725387 0.001908157013477684 -0.00042295827850171081 -0.00048957840341176033 0.0029025558413088206 0.0021580715453027879 -0.0042298681653378202 7.4295585058768325e-05 -0.0014296241303172995 0.0029148945940839482 0.00032518691276801128 -0.0025621166031104528 -0.0032534759700267851 0.0013449490568643164 -0.0043071898879080365 -0.001060108958700235 0.0052971434516021314 0.00030093865510780242 0.0008405617433814962 -0.0023206320417036726 -0.0019856211578333748 0.0019853969472556333 0.0019373050917136959 0.00051586563950046973 -0.00035466772566687964 0.0026190096150399116 -0.0056057614707637309 -0.00013884587471892399 0.00064816837830399118 -0.0024304893567999569 0.0016695503856222864
leaf_weight=5.0789860157042037 1.020973565567376 1.519362977778951 0.50063931979229648 0.53250885277153415 0.52493289464926718 0.52562654165158307 1.0146711705897948 1.0207304178815104 0.53773544332657763 0.51329459013680201 0.52319110650907319 0.53018340224751703 1.0145182740452581 0.51276923679475173 0.56406485691779717 0.54630126895782494 1.5061116352444512 1.5085343794489743 0.51648844198280131 0.54745831191172278 0.53829016753756764 0.51111633264729261 0.51799193872951832 2.0072557158014535 0.52576040203391095 0.54817474000527866 11.660679469353679 3.0594857854154105 0.51114381742911641 2.0623230241595376
leaf_count=691 20 67 22 63 39 25 32 21 92 301 31 101 21 51 99 184 57 7 27 158 145 28 259 406 36 104 697 143 35 72
internal_value=-2.12721e-07 0.000513928 -3.28969e-05 3.86226e-05 -0.000758229 -0.00240526 -9.80468e-05 -0.000679903 -3.92733e-06 0.000211506 -0.00011063 8.32491e-05 -0.000330425 -5.61034e-05 0.000579163 0.000780581 0.0016308 9.31142e-05 -0.00100183 -0.000362776 -0.000145417 -0.000468594 -0.00188344 0.0001105 -5.59274e-05 -0.000376447 0.000132708 -2.42214e-05 4.08725e-05 0.000855198
internal_weight=42.5013 2.54034 39.961 36.3744 3.5866 1.02627 2.56033 2.0354 35.8419 11.8721 23.9697 11.3344 6.17958 5.6494 5.1548 4.59073 2.05241 2.53832 1.02978 4.63488 4.08742 3.54913 1.03076 2.51837 23.4466 8.68665 14.7599 8.13847 14.2341 2.57347
internal_count=4034 87 3947 3808 139 47 92 53 3745 1936 1809 1844 1169 1068 675 576 241 335 328 1047 889 744 310 434 1778 938 840 834 804 107
is_linear=0
shrinkage=0.1


Tree=869
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 3 4 2 3 3 3 0 3 3 4 4 0 1 4 0 0 4 0 3 2 3 1 1 4 1
split_gain=6.33287e-05 0.000605612 0.000171979 0.00013484 0.000212509 9.64628e-05 0.000771894 0.00116093 0.000587661 0.000445595 0.000340305 0.000598033 0.00187663 0.000275944 0.00025979 0.000213695 0.000895765 0.00417049 0.00451904 0.00251237 0.0026247 0.000602026 0.000365791 0.000451206 0.000278156 0.000217034 0.000212632 0.000432664 0.000589464 0.000297403
threshold=61.93400995115001 61.923256118600001 86.479632682150012 85.963448721100022 85.732241321850012 0.09180000000000002 35.050303764500008 0.04932000000000001 0.08729000000000002 0.092260000000000023 0.088145000000000015 87.278104746850019 0.091290000000000024 0.049900000000000007 40.80591513400001 39.577821550850011 97.225399829550014 70.171445662850019 35.782584506850007 89.582113364650013 92.501778894350011 40.00488309970001 85.812895065800021 0.096515000000000031 -0.093879999999999991 0.093160000000000034 62.014663695050011 61.987779113750001 42.47354681640001 62.030794443850006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 14 26 12 -12 -9 -7 16 17 18 -11 -20 -21 -17 23 -23 -24 -26 27 -8 -29 -28
right_child=5 -3 -4 -5 -6 9 10 13 -10 15 11 -13 -14 -15 -16 21 -18 -19 19 20 -22 22 24 -25 25 -27 29 28 -30 -31
leaf_value=-0.00046495485297873523 -0.047039273271102085 -0.0036078987727198412 0.0011744911559379845 -0.0012636799338979156 0.0018984338988158229 0.00063551621376335818 -0.00043231458120100399 0.039604796390194208 0.045888508159130821 -0.017032144159240956 -0.0071526945151292086 0.00012195556849973063 0.0001081315783111465 0.097983366788992096 0.0038089073638365827 -0.0034214086865735267 -9.2910569697156437e-05 0.0011940603489220504 0.066177990608490583 -0.0061974977866838454 0.05104309495517928 -0.00029455032987326166 -0.0022948639702856646 0.0038773593722951105 -0.0019939569927961073 0.00011753002099499362 -0.0024028302660090207 0.004827031139805156 4.3059814254657673e-05 2.872427392553579e-05
leaf_weight=1.4456275949747994 0.0017842438091736296 0.5077191574420129 1.0264338662163934 1.0129409363435113 0.51634940161056864 0.50977868717467945 1.0146426089026896 0.0013441661362960655 0.001100084643898774 0.017815581309985173 0.55193972178383832 2.0831663570862133 1.0025250883131773 0.0020362549534670427 0.5222672978219407 0.518810289771653 2.032959202722922 0.52281999443113569 0.022946653785766102 0.015794991137227044 0.016254480382485781 0.5039660291543544 0.55545951198125898 0.53386318345917516 0.51396236500613923 9.2109568696255888 0.51904334687104281 0.52425828470973079 0.506297952040768 16.285419181063006
leaf_count=525 82 16 28 20 15 16 103 50 28 29 66 310 11 16 24 32 210 67 29 14 27 12 182 56 32 227 22 21 29 1735
internal_value=-1.13779e-07 -0.000354439 5.83823e-05 -0.000326708 0.000157037 4.19401e-05 -9.03241e-05 0.0350064 -0.0115966 0.000233911 -0.000100102 -0.000985641 -0.00246995 0.0747701 0.00224141 9.06858e-05 0.000906307 0.00431675 0.026739 0.0409184 0.0228331 -9.04354e-05 6.22517e-05 0.0018515 -0.000118377 5.93785e-06 7.07907e-05 0.00103353 0.00247673 -4.63797e-05
internal_weight=42.5003 4.50907 4.00135 2.97492 1.96198 37.9912 22.4936 0.00626475 0.00288433 15.4977 22.4873 3.63763 1.55446 0.00338042 1.03205 14.4656 2.62859 0.595632 0.0728117 0.0549961 0.0320495 11.837 11.3182 1.03783 10.2804 9.72492 18.8497 2.0452 1.03056 16.8045
internal_count=4034 604 588 560 540 3430 2473 176 110 957 2297 387 77 66 40 917 376 166 99 70 41 541 509 68 441 259 1910 153 50 1757
is_linear=0
shrinkage=0.1


Tree=870
num_leaves=31
num_cat=0
split_feature=4 4 2 4 3 3 4 2 1 3 3 0 1 1 3 4 4 3 4 3 0 0 0 0 0 1 4 0 2 3
split_gain=6.02748e-05 0.000308209 0.000197386 0.000189413 0.000185562 0.000617158 0.000242651 0.000232805 0.000493912 0.000117046 0.000450489 0.000489653 9.50847e-05 0.000445821 0.00022527 0.000348075 0.000241691 0.000152192 0.000143484 0.000547602 0.000344829 0.000330187 0.000274677 0.000133257 0.000456087 0.00033496 0.000341044 0.000783375 0.000513722 0.000191329
threshold=38.400997490450003 38.748048509250005 0.22598000000000004 39.051326806600009 0.10371000000000001 0.11768500000000003 38.179089776100007 0.24901000000000004 70.123053416500014 -0.27628999999999998 -0.55648999999999993 76.451683855550016 61.93400995115001 61.923256118600001 0.097450000000000023 40.583589072600013 40.750688432250008 0.09117500000000002 40.206947806850003 0.10469000000000002 86.83719761350001 85.683849075550015 94.165934477050016 86.420486603250012 86.643628628100018 61.987779113750001 42.141702038450013 85.995710218650018 -0.088224999999999984 0.081765000000000018
decision_type=2 2 2 2 2 2 2 2 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 -1 10 11 -5 13 14 16 -16 -11 -18 19 20 -14 -20 -22 25 -25 -23 27 -27 -28 -26
right_child=1 2 -4 9 5 -7 -8 -9 -10 12 -12 -13 18 -15 15 -17 17 -19 21 -21 22 23 -24 24 29 26 28 -29 -30 -31
leaf_value=-2.5374540432990204e-05 -0.0024575148403164094 0.0018946554921380006 -0.0019493188155079535 -0.032541550490894015 0.0038863325203384175 -0.00096333435104819999 0.002027822661642426 0.0016921782206329554 -0.0033924507806197615 -0.0025434656020153221 -0.063588264786257995 0.058625461086934505 -0.001318192352849577 -0.0032435268926449597 0.0029471982201270098 -0.00070794074403305891 0.0013256358531905017 -0.0011209585392407851 0.0026099431469798619 -0.0034755839792495512 0.0025816314220966654 -0.0009068971290175919 8.5588585151420205e-05 -0.0020746464281748106 0.00048757136135353982 0.00029577927306470049 0.00073271291687934789 0.0029759257083492984 -0.0031249263115070468 -0.0001914906706378922
leaf_weight=2.454859212978866 0.52161538612784042 0.52996711394084783 0.51726854784266763 0.0013072044692785667 0.53494638889088908 0.5150522439977433 0.52082330506943453 0.50834865212325997 0.52965184576229463 0.51398875720891246 0.0013608951749189959 0.001072477608493827 1.5293892344000624 0.50885987501747454 0.52402673281176249 0.51814428034832716 0.51470248653929906 0.50246095484804076 0.52753527605156847 0.53374470026643361 0.53378674981559049 1.5430969374242538 2.5329547433320401 1.0627008842966486 6.5552668530643023 3.5427204967709258 1.0170596641301011 1.5755854131339218 0.52258918262191434 11.304227067375956
leaf_count=298 62 67 125 32 95 55 35 74 336 35 67 14 30 12 20 30 210 29 247 42 58 38 151 34 728 34 62 53 56 905
internal_value=7.94481e-08 -4.37201e-05 -9.61166e-06 1.79555e-05 0.000323886 0.00150744 1.42625e-05 -0.000285981 -0.000622919 -9.77475e-06 -0.0176981 0.00854569 -7.92982e-06 -0.000538952 -4.13759e-06 0.00112994 -0.000776045 0.000117061 4.19992e-05 -0.000443728 -9.16415e-05 0.000132113 0.000520041 8.39205e-05 -6.20024e-05 0.000420607 0.000728279 0.00112082 -0.000576651 5.77568e-05
internal_weight=42.4991 37.4354 36.9138 36.3965 5.06368 1.05 4.01368 3.49286 2.98451 35.8666 0.00374058 0.00237968 35.8628 3.08218 2.57332 1.04217 1.53115 1.01716 32.7807 5.12988 4.59613 27.6508 3.06674 27.1232 18.9222 8.20105 6.65795 5.11831 1.53965 17.8595
internal_count=4034 3141 3079 2954 893 150 743 708 634 2887 113 46 2774 336 324 50 274 239 2438 281 239 2157 209 1910 1667 243 205 87 118 1633
is_linear=0
shrinkage=0.1


Tree=871
num_leaves=31
num_cat=0
split_feature=3 4 2 3 3 0 4 4 3 2 4 4 2 4 0 0 0 0 4 2 2 2 2 2 2 2 2 2 1 3
split_gain=6.68889e-05 0.000726278 0.00101209 0.000657405 0.00027388 0.000528362 0.0017195 0.000249407 0.000181873 0.000207292 0.000829206 0.00132486 0.000431059 0.000384457 0.000942115 0.000340024 0.000957924 0.000206896 0.000460954 0.00528108 0.00380805 0.00612485 0.00371648 0.0019967 0.00237296 0.000286952 0.000330027 0.00108244 0.000270597 0.000242632
threshold=0.091645000000000018 35.050303764500008 -0.10623499999999998 -0.046510000000000003 0.088145000000000015 87.278104746850019 42.719328117250008 34.19870408380001 0.092260000000000023 -0.070909999999999987 42.622319549950006 41.685324604100011 -0.058374999999999996 41.218101594450012 87.350693116400024 86.479632682150012 85.925810307250018 89.493394246350007 36.491284729650012 -0.076484999999999984 -0.085584999999999994 -0.088224999999999984 -0.101395 -0.59502499999999992 -0.10946499999999999 -0.14259499999999997 -0.18231499999999998 -0.50001499999999999 62.041548276350007 0.10546000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -5 -2 10 11 17 -11 15 -15 16 -14 28 -19 20 21 22 23 -20 25 26 27 -25 29 -10
right_child=8 4 3 7 5 -7 -8 -9 9 12 -12 -13 13 14 -16 -17 -18 18 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.057691290478732116 0.0010275272516949705 2.5722991736301488e-05 -0.0019097869691433887 0.045319814989681156 -0.0068089084490726625 0.00012634456087905557 0.00012744231047691796 0.097842508123378441 0.00040544011503882717 0.0030790195983360288 0.003477144815974375 -0.0053311961070378619 -0.00065152066997603987 -0.0044864495751447183 9.9611962423810289e-05 0.00029486989448748778 0.0052263192245616229 0.0006511588360102133 0.024963804342016092 -4.2665293655872282e-05 -0.10008470977418574 0.043076151372693335 -0.10017708902893772 -0.10004256002120811 -0.0012575121862875109 -0.048729875059520145 -0.10007998574684435 0.0054837152059917993 0.00093806939329396329 -0.001093286504336103
leaf_weight=0.0010131729631482015 2.0420451087709202 18.868107273743064 0.0016071956290690803 0.0016118783416026782 0.55049085501597117 2.0735545367163568 1.0188245251662222 0.0020589651040836543 1.8812290357431107 0.5481970874498775 0.53870204279543088 0.54606861859242517 0.56244346302370096 0.54440074100987379 2.528205572151502 4.5834571961104027 0.54683713906797493 0.51758851182039078 0.0065336186602006898 0.50421808943503421 0.0070137936063927103 0.01153342420093395 0.0080467254417124698 0.0023158138955234305 0.012030508226728635 0.011826559172267714 0.0028993029801327435 0.0016751730147597232 2.0368284409731814 2.5368578640900523
leaf_count=142 61 2270 53 38 78 300 35 7 40 44 84 95 38 68 83 183 24 86 28 14 31 13 21 40 14 19 16 17 53 39
internal_value=1.32653e-07 -0.000118047 0.0338542 0.0514272 -0.000127541 -0.000921366 -0.00230572 0.0747796 0.000133313 3.1522e-05 -0.000321711 -0.000574776 0.000358655 0.00018852 -0.000712941 0.000675075 0.00224605 -0.00023033 -0.00150755 -0.00347435 -0.0305635 -0.0219881 -0.0385434 -0.0252404 -0.0359085 -0.0581809 -0.0744027 -0.0557491 -1.55076e-05 -0.000455126
internal_weight=42.4982 22.5173 0.00629121 0.00527804 22.511 3.64287 1.56932 0.00367084 19.981 17.9389 8.62537 8.08667 9.31354 8.76534 3.07261 5.69274 1.10928 7.5406 1.08568 0.568093 0.0638749 0.0568611 0.0453277 0.037281 0.0307474 0.0187168 0.00689029 0.00399099 6.45492 4.41809
internal_count=4034 2923 240 98 2683 413 113 45 1111 1050 610 526 440 396 151 245 62 431 299 213 199 168 155 134 106 92 73 57 132 79
is_linear=0
shrinkage=0.1


Tree=872
num_leaves=31
num_cat=0
split_feature=3 3 4 4 0 0 1 1 4 2 2 4 0 4 1 0 1 1 4 4 4 3 4 4 2 3 0 1 4 1
split_gain=6.35412e-05 0.000428639 0.000643646 0.000794193 0.0018065 0.00102584 0.000163211 0.000369321 0.000265099 0.000194656 0.000387964 0.000570818 0.000381336 0.000743423 0.000446106 0.000244655 0.000227228 0.00016794 0.000137998 0.000422638 0.00218859 0.00842362 0.00298401 0.000176423 0.000344018 0.00037564 0.000160224 0.000398601 0.000372267 0.000285925
threshold=0.09013000000000003 0.089415000000000022 35.050303764500008 34.883496062400006 94.114853772600014 92.313586825200005 61.987779113750001 62.00390986255001 42.686561923500008 -0.095204999999999998 -0.06828999999999999 41.243661560350013 86.420486603250012 42.047301293400004 62.095317438950012 86.382848189450016 64.665483411650015 62.025417527550012 39.685256516350002 38.121007182500009 38.969453495950006 0.10507500000000002 39.420767558750008 40.137820134150012 -0.08786999999999999 0.11768500000000003 90.767723400200012 77.543197856500015 40.377444152000002 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 -1 8 -8 -4 15 11 -11 17 -14 -15 -9 -12 -13 19 -2 -21 22 -22 24 -20 -26 29 28 -28 -25
right_child=18 -3 6 -5 -6 -7 7 9 -10 10 16 12 13 14 -16 -17 -18 -19 23 20 21 -23 -24 26 25 -27 27 -29 -30 -31
leaf_value=-0.0090804725958963644 0.00022252425923077483 -0.0029377528996950616 -0.0028379437766115224 0.096877271821582484 -0.10002378736801863 0.10001382911353376 0.0026129112023243212 0.0024702687014973666 0.00034690425244674448 -0.0041802921846810538 0.0020296185716111369 -0.00026328089578031474 -0.0047847822427691221 -0.0023476105574787233 0.001750706910156846 0.00019795449408456763 -7.171239893386616e-05 0.0019601623725018272 0.0001884552710638279 0.001010912897514473 0.016597695486111119 -0.01889525603002834 0.076920947635015238 -0.00021279408355026966 -0.0040528768814168722 -0.00022564213354719947 -9.4302079029604522e-05 0.00072367263615016994 -0.0038371433715508559 0.00075122117886734926
leaf_weight=0.0016608283253538797 3.4904521807391813 0.52701937232123697 0.53331726517004363 0.0014590694049747555 0.0010920624321884894 0.0017918785961228423 0.52837876368221515 0.51408481658514915 0.51251556436572765 0.53581731922958686 0.54740044995572468 1.0066680163022286 0.53053970978617204 0.50749941337562621 0.55721909651748247 6.0503934747452082 8.5890507561308311 0.51272551852350301 1.5107440979133868 0.53809922806593213 0.013267640221279464 0.029334363552948162 0.021470620774380222 6.1341641256778869 0.52520202195800336 0.50115762740531355 0.5129897886185979 1.0339865409546098 0.5513389077808597 6.172718078395893
leaf_count=96 325 96 267 5 117 6 29 105 209 84 89 22 64 17 170 826 516 55 28 82 35 39 32 157 47 8 16 122 154 216
internal_value=-3.34143e-08 -0.000121103 -5.01851e-05 0.0326874 0.0120797 0.0475371 -5.9578e-05 4.47816e-06 -0.00127719 -6.67436e-05 -0.000293989 -0.00116541 -0.000646753 -0.00172662 -0.000202761 0.000375907 5.41865e-05 0.000487029 0.000123475 0.000644612 0.00309122 0.0205622 0.0538816 -2.41205e-06 -0.000771334 -0.00218409 0.000133014 -0.000674672 -0.00203315 0.000270724
internal_weight=42.4936 21.4586 20.9316 0.00600384 0.00454477 0.00345271 20.9256 19.8798 1.04583 19.3514 12.7869 3.65047 3.11465 1.59526 1.06472 6.56448 9.13645 1.51939 21.0349 4.09262 0.602172 0.0640726 0.0347383 16.9423 2.5371 1.02636 14.4052 2.09832 1.06433 12.3069
internal_count=4034 2773 2677 224 219 102 2453 1977 476 1948 1017 412 328 251 187 931 605 77 1261 513 188 106 67 748 83 55 665 292 170 373
is_linear=0
shrinkage=0.1


Tree=873
num_leaves=31
num_cat=0
split_feature=0 0 4 3 2 2 1 2 2 1 2 1 4 3 3 2 0 4 1 0 4 4 1 2 2 2 1 1 1 4
split_gain=7.15181e-05 0.000327735 0.000144504 0.00473603 0.00343139 0.00296177 0.00175443 0.00170406 0.00105727 0.000771803 0.000647872 0.000400949 0.000114602 0.00162062 0.00526475 0.00169239 0.000700475 0.000301226 0.000285143 0.000388394 0.000275313 0.00121353 0.00509693 0.00379063 0.00438959 0.00273636 0.00164479 0.00163802 0.000187615 0.000631701
threshold=85.667718326750006 85.764502819450016 39.952536079750011 -0.24238499999999999 -0.082334999999999992 -0.083064999999999986 57.772276765200012 -0.13125999999999996 -0.11963999999999998 58.167480110400007 -0.23375499999999999 61.907125369850007 40.003678352300007 -0.097689999999999985 -0.13658499999999998 -0.073609999999999995 93.133566555000002 40.098777110850008 69.873026810350026 96.163458868000006 35.171584490050009 39.792680591700012 61.950140699950005 -0.073609999999999995 -0.032369999999999996 -0.094519999999999993 65.536543845950021 66.351146659450009 61.993156030000002 42.824128352900011
decision_type=2 2 2 2 2 2 2 2 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 8 11 10 -6 -5 -8 13 14 15 -3 -17 -14 20 -20 -15 22 -22 25 -25 26 -24 -26 29 -19
right_child=1 12 3 4 9 -7 7 -9 -10 -11 -12 -13 17 18 -16 16 -18 28 19 -21 21 -23 23 24 27 -27 -28 -29 -30 -31
leaf_value=-6.7635276905431702e-05 0.0024413040161837775 -0.10012600020880616 8.5750653684874836e-05 0.037095573684124215 -0.024043536183424887 0.096595547281287442 0.037970602713686165 -0.10006619175335951 0.086018942870269705 -0.10020130500930061 -0.053795374672286317 -0.037800174096300994 -0.002496351222964815 -0.00033910636895779459 0.074584436880977378 0.074892677815104711 -0.032849219384028218 -0.0011617031545489906 -0.0027135152955423472 0.00010167109059157273 0.001304963991118614 0.00014474657751799625 -0.0054518804755865589 0.075389920082034712 -0.0029057523893551173 -0.031950855709665167 0.044721033879862149 0.038277087002958093 5.617260611726554e-05 0.0016171182409304191
leaf_weight=1.428314752182269 0.55531949459041996 0.0028708384901628388 0.50387758513334058 0.0013358853413265592 0.0015681688867580932 0.0021022908963459494 0.0013590432619204349 0.004574092400869644 0.001469792824081495 0.0087872598152857195 0.0018991375419723511 0.0014365903609956376 0.51366147494285286 1.0133962660065603 0.010225524347335094 0.0010462450663908385 0.0014257042068546166 4.0983134598643565 0.54236677949588052 5.0825092624424419 0.51252916738849319 1.5207759757026906 0.012155051641457582 0.023366638168226928 0.016845581269080534 0.015052505281346384 0.014128731756500201 0.022635519493633183 25.55461861497124 1.022089662197686
leaf_count=255 70 61 113 35 78 11 33 61 8 90 33 125 47 39 30 7 56 94 170 502 13 31 25 14 23 24 21 21 1928 16
internal_value=1.50519e-07 2.86543e-05 -0.000590331 -0.0020032 -0.044909 -0.012945 -0.032017 -0.0624734 0.0156904 -0.0886684 -0.0162624 -0.000965675 -4.85725e-06 0.000314037 0.0325496 -0.0479006 0.0127522 -9.47457e-05 0.00025685 -0.000169777 0.00101845 0.00166208 0.00540374 0.0255675 0.041037 0.00204767 0.0215183 0.0207054 -5.45302e-05 -0.000607019
internal_weight=42.4921 40.5353 1.95672 0.52841 0.0245323 0.0141768 0.0120745 0.00736973 0.00470482 0.0103554 0.00323502 0.00279563 39.98 8.79133 0.0155683 0.00534279 0.00247195 31.1887 8.77576 5.62488 3.15089 2.13749 0.616713 0.104184 0.0628477 0.0413363 0.0262838 0.0394811 30.675 5.1204
internal_count=4034 3192 842 587 474 306 295 219 76 168 68 158 3122 1037 154 124 63 2085 883 672 211 172 141 128 58 70 46 44 2038 110
is_linear=0
shrinkage=0.1


Tree=874
num_leaves=31
num_cat=0
split_feature=3 4 4 4 0 0 4 3 4 4 3 2 0 0 0 3 2 2 4 4 1 3 3 0 1 4 0 4 4 1
split_gain=6.43013e-05 0.000749406 0.000506222 0.000764915 0.00165718 0.00094705 0.000266999 0.000192253 0.000408575 0.000366027 0.000188488 0.000397425 0.000327387 0.00109004 0.000286897 0.000164023 0.000157912 0.000154306 0.00026863 0.000641524 0.0015965 0.000181817 0.000478317 0.000373703 0.000252045 0.000659643 0.00116179 0.000127298 0.000203484 0.000679314
threshold=0.09180000000000002 32.724174661450007 35.050303764500008 34.883496062400006 94.114853772600014 92.313586825200005 33.151194885250007 0.092260000000000023 34.41230404325001 34.466665687600006 0.088145000000000015 -0.055334999999999995 87.278104746850019 86.135510041400025 97.674372337300014 0.088075000000000028 -0.092710000000000001 -0.032369999999999996 42.824128352900011 41.685324604100011 62.181348099150007 0.096315000000000026 0.10111000000000002 86.054856297550018 61.982402197500001 42.094663496250007 100.52682641375002 41.289992964000007 40.636252116050009 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=2 -2 3 4 5 -1 -3 -8 -9 -10 15 12 13 16 -14 -4 -12 18 19 27 -21 23 -23 -19 -24 26 -26 28 -11 -30
right_child=1 6 10 -5 -6 -7 7 8 9 17 11 -13 14 -15 -16 -17 -18 21 -20 20 -22 22 24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0083512419466498199 -0.065508816585422666 0.039473947932319148 -3.5288774135541862e-05 0.096207751830835228 -0.10002167750392982 0.10001220729671562 0.0012125839345715048 -0.028282038103451392 0.034300549971789968 4.3382758697269613e-05 0.00091750994949649743 -0.0032522660955363342 0.002608063093737796 -0.0050417208345842736 -0.00024642319137347209 0.0017762609701486376 -0.0012408013568001755 0.0011441861416582567 0.0020244477792231031 -0.006328234759770273 0.0013894287991431458 0.0035538077844569568 -0.00066824518231337255 -0.0026896001474246839 0.0060163779807766472 -0.00017606933002419636 -0.0005650789982866968 0.00068183762536322716 -0.0027403670265150979 0.0016365697702390527
leaf_weight=0.00164436806112836 0.0017390189919862511 0.0017255710725646569 18.351474664499339 0.0013288210894906172 0.0010463696299889123 0.0015828265168238431 1.5294089384577549 0.0050904921010957995 0.0031200980429301186 6.5169207660818298 1.0093432415123651 0.54304523774798763 0.53962581383343877 0.53893257709569287 1.013229996198963 0.51380240184049242 0.51041445763905868 0.50871824646354091 0.53409555167172129 0.55422634045237751 0.51907997193414923 0.52435547164612994 1.5603327626548944 0.50830463074805721 0.56474500245252579 2.0162113895960267 0.51081871952021718 2.0373594694511885 1.0247388456924396 0.54221798568112323
leaf_count=101 40 7 2255 5 129 6 41 38 10 335 30 180 73 19 89 15 37 17 85 66 68 51 33 43 58 51 25 51 23 53
internal_value=1.84185e-07 0.000133989 -0.000112919 0.0299431 0.00933877 0.0447973 0.000139854 0.000136366 4.45679e-05 5.26122e-05 -0.000120234 -0.000729993 -0.000350734 -0.00117764 0.000745526 1.40494e-05 0.000192636 4.66499e-05 -0.000166576 -0.000271111 -0.00259576 0.000450438 0.000690596 -0.000771927 0.000367874 0.000890774 0.00289064 -2.45931e-05 -0.000202633 -0.0012258
internal_weight=42.4887 19.4632 23.0255 0.00560239 0.00427356 0.00322719 19.4615 19.4597 17.9303 17.9252 23.0199 4.15459 3.61155 2.05869 1.55286 18.8653 1.51976 17.9221 11.7286 11.1945 1.07331 6.19349 5.17646 1.01702 4.65211 3.09178 1.07556 10.1212 8.08388 1.56696
internal_count=4034 1095 2939 241 236 107 1055 1048 1007 969 2698 428 248 86 162 2270 67 959 681 596 134 278 218 60 167 134 83 462 411 76
is_linear=0
shrinkage=0.1


Tree=875
num_leaves=31
num_cat=0
split_feature=3 3 3 4 0 4 3 3 1 1 1 1 0 3 1 0 4 0 1 0 3 2 4 0 0 4 4 2 2 3
split_gain=8.50843e-05 0.000105572 0.000470424 0.000224315 0.000601657 0.000237973 0.000153345 7.27456e-05 0.000563324 0.000870695 0.00017513 0.000451362 0.000353426 0.000292114 0.000646161 0.000229712 0.000272683 0.000238893 0.000148829 0.000141422 0.000380397 0.000432697 0.000201524 0.00193163 0.000173979 0.00110484 0.000473904 0.00039128 0.000771269 9.78733e-05
threshold=0.43162500000000009 0.12084500000000002 0.11278000000000003 41.436838994450007 88.098084476650016 41.092444989200011 0.13377000000000003 0.10507500000000002 62.046925192600007 65.687097501250022 62.009286778800011 61.998532946250002 86.83719761350001 0.094175000000000023 61.778079379550007 85.877418060900013 41.571132012400007 86.692020874450009 62.020040611300011 86.103248543850015 -0.18112999999999999 -0.058374999999999996 34.654301448200009 97.752337623100019 86.643628628100018 34.883496062400006 42.719328117250008 -0.088224999999999984 -0.06483499999999999 0.093325000000000033
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -5 6 -3 10 -9 -10 11 12 13 15 -15 16 -1 -17 -12 20 -20 -22 23 -21 26 -26 27 -24 -29 -27
right_child=-2 3 -4 4 -6 -7 -8 8 9 -11 18 -13 -14 14 -16 17 -18 -19 19 22 21 -23 24 -25 25 29 -28 28 -30 -31
leaf_value=0.0028606406439478202 0.00073357035123236699 -0.0015698437664433092 0.0029017369260269515 -0.0041436787141838705 0.00067666879439887975 0.0011765953170829709 0.00017245843619545043 -0.0017595355896170718 0.0040878145807818215 -0.0016262094840474126 -0.0012676038266068775 0.0032949657157214057 -0.002256964104121816 -5.4420006764725543e-05 0.0042200994854200875 -0.0012916856179475162 -0.00037792656182652931 0.00069291596546197187 -0.0013699717007712505 0.036701435621226845 0.0039154580616814301 -0.00012493064974214229 -0.00028500147096939261 -0.10002917463420009 -0.085522524116415907 -9.9657327781843902e-05 0.00095494950750930625 -0.0057093493353298904 -0.00027113980852917991 0.0004412598553015614
leaf_weight=0.525898528206591 1.525402256887914 1.0152839172183703 0.56029880703887514 0.52823107345329823 0.50791181031921617 1.0104790220502762 1.0053765203403806 1.5278676048239828 0.53415755533885079 0.53254445272629691 1.0259453648844239 0.53005312072764343 0.51407080541321182 0.8692770557247369 0.59618906057175991 1.5306069101798132 0.51418359491134902 1.0046493113040922 0.50786157974331603 0.0067571141039458058 0.54706883588579258 0.514174836337015 1.0192585202748889 0.0012197274016164097 0.0015106010658055826 17.849318585300029 1.0217928589445362 0.53125172769068763 0.51226159167072449 4.1165017064149501
leaf_count=276 53 32 91 32 21 6 28 37 38 87 38 38 22 35 34 45 292 4 26 31 194 57 14 150 13 1933 24 23 22 338
internal_value=2.51409e-07 -2.7057e-05 2.62463e-05 -0.000510576 -0.00178077 -7.63827e-05 -0.000702964 -1.80955e-05 -0.000528346 0.00123512 2.11423e-05 0.000506842 0.000240796 0.000495522 0.00168456 8.15522e-06 0.0012596 -0.000505245 -8.57264e-05 -4.01917e-05 0.000880778 0.00195788 -9.78575e-05 0.0157942 -0.000102918 -4.16796e-06 -0.000806184 -0.00167856 -0.00303973 1.71319e-06
internal_weight=42.4874 40.962 36.8947 4.06728 1.03614 3.03114 2.02066 36.3344 2.59457 1.0667 33.7399 6.08493 5.55488 5.0408 1.46547 3.57534 1.04008 2.53526 27.6549 26.629 1.56911 1.06124 25.0599 0.00797684 25.0519 21.9673 3.08456 2.06277 1.04351 21.9658
internal_count=4034 3981 3862 119 53 66 60 3771 162 125 3609 746 708 686 69 617 568 49 2863 2825 277 251 2548 181 2367 2284 83 59 45 2271
is_linear=0
shrinkage=0.1


Tree=876
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 3 1 0 2 2 2 0 3 0 0 4 4 0 2 2 2 1 1 4 4 3 3 1 3 2
split_gain=7.33244e-05 0.000298727 0.000115056 0.000303701 9.05332e-05 0.00622128 0.00195722 0.00378379 0.000154088 8.28951e-05 0.000376549 0.00104635 0.000223924 0.000236159 0.00032633 0.000834532 0.000925518 0.000297626 0.000251588 0.00109882 0.00041043 0.000307091 0.000327948 0.000205679 0.000499138 0.00125491 0.000416282 0.0013662 0.000377734 0.000219855
threshold=85.667718326750006 85.764502819450016 61.901748453550006 61.93400995115001 0.099855000000000027 0.087795000000000026 61.87486387225001 84.390700714750025 -0.082094999999999987 -0.06828999999999999 -0.075639999999999999 86.162394622750014 0.12535000000000004 86.256490657300006 86.643628628100018 33.151194885250007 34.654301448200009 86.054856297550018 -0.088224999999999984 -0.083424999999999985 -0.079634999999999997 62.095317438950012 79.40629934090002 42.536568606950006 41.289992964000007 0.11379500000000002 0.10546000000000001 62.084563606450011 0.10249000000000003 -0.02903
decision_type=2 2 2 2 2 2 2 2 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 8 -7 10 12 -12 13 17 -15 -16 -17 -5 -18 -20 -21 -22 -23 24 26 -26 28 -28 -11 -25
right_child=1 2 3 9 -6 6 -8 -9 -10 23 11 -13 -14 14 15 16 18 -19 19 20 21 22 -24 29 25 -27 27 -29 -30 -31
leaf_value=0.0001878304950253397 0.0023332970787964184 0.00073101277393705915 -0.0017300532841711129 0.00017167751452270216 -0.00018148488806254067 -0.062749133601068138 -0.097129146582723425 0.057952754649466892 -0.10014085726332798 7.2928220868093363e-05 -3.3052318534195766e-05 -0.0050719093205584967 -0.0020106948554076591 -0.0011124806032493907 -0.071191938796571708 0.04862860822935508 -0.00013917775809859322 0.0022598732132915137 0.004955709561361956 -0.0024866078834007246 -0.0012678053757666742 0.0034936770093281309 -8.0932925638386568e-05 -0.0024003342256084022 0.0057264396264521018 -0.0001124393293035559 0.0056115092539162515 -0.0014912778445404591 -0.0027026880451832243 -0.00018645436337524815
leaf_weight=0.51649894346826641 0.55495123788951062 2.0279260659008207 1.0367803576882568 2.0312994037731502 1.4215811502866769 0.0018569870348121853 0.0082395191322736927 0.0031179909938146011 0.0027110694605365906 10.673442474792861 1.5056508388975096 0.56742000372658052 0.5283539235770921 2.5734844879989387 0.0016398266859088953 0.0039369293878291902 8.1601850009465462 1.0279391464719081 0.55085264410104695 0.52486574539926767 0.50404910417270654 0.52491114741678024 0.50220451800823751 0.51387098876590931 0.57816876609305601 1.0130276921640871 0.53233001282205838 0.55121593758329224 0.51391373622755132 3.5297487255517823
leaf_count=628 70 34 35 59 91 33 63 9 18 552 9 82 55 46 61 36 1222 38 92 106 13 79 15 82 146 23 15 87 19 216
internal_value=2.74114e-07 2.91186e-05 -2.86724e-06 -4.20842e-05 -0.000598051 -0.00171029 -0.0632702 -0.0269732 -0.0849405 5.32668e-06 -0.000140125 -0.00141224 1.56102e-05 8.08697e-05 -0.000100782 0.000140904 0.000151764 0.000873335 0.000134039 0.000989273 -7.34164e-05 0.000753798 0.00174588 0.000159723 0.000342773 0.00200914 0.00012669 0.00199822 -5.45753e-05 -0.000467798
internal_weight=42.4862 40.5322 39.9772 37.9493 1.95401 0.532425 0.0159256 0.00768605 0.00456806 36.9125 19.0068 2.07307 16.9337 16.4054 13.3461 10.7726 10.771 3.05924 10.7671 2.60688 2.05603 1.53116 1.02712 17.9057 13.8621 1.5912 12.2709 1.08355 11.1874 4.04362
internal_count=4034 3192 3122 3088 842 751 123 60 51 3053 1913 91 1822 1767 1670 1624 1563 97 1527 305 213 107 94 1140 842 169 673 102 571 298
is_linear=0
shrinkage=0.1


Tree=877
num_leaves=31
num_cat=0
split_feature=3 3 3 3 3 3 3 1 1 1 2 0 0 4 0 3 4 1 1 2 3 2 3 3 1 2 3 1 3 2
split_gain=7.12133e-05 9.26224e-05 0.000708921 0.000267605 0.000126652 0.000121928 0.000134692 0.00127557 0.000154645 0.000404584 0.000810274 0.000275342 0.000321695 0.00043263 0.00906819 0.0017703 0.00021317 0.000134032 0.000315498 0.00172343 0.000224158 0.000213415 0.000640458 0.000189602 0.00030732 0.000186605 0.00483867 0.00369306 0.0021018 0.00317993
threshold=0.43162500000000009 0.11531000000000002 0.11148000000000002 0.12535000000000004 0.11002000000000002 0.10932000000000001 0.10507500000000002 62.068432857650002 62.009286778800011 61.987779113750001 -0.084275000000000003 86.83719761350001 86.565663342300013 40.563919884450009 85.705356740550016 0.089920000000000014 40.159267750750011 62.025417527550012 62.041548276350007 -0.63113999999999992 0.10249000000000003 -1.0000000180025095e-35 -0.24663499999999999 0.09914000000000002 62.095317438950012 0.086310000000000026 0.091645000000000018 62.057679025150001 0.079805000000000029 0.12427500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 6 8 -8 9 11 -11 12 13 16 -15 -16 -1 21 -19 -20 23 22 -10 25 -25 -21 27 -27 29 -29
right_child=-2 3 -4 -5 -6 -7 7 -9 17 10 -12 -13 -14 14 15 -17 -18 18 19 20 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-2.559391669513382e-05 0.000671244107214091 -0.0025074852521859013 0.0036418287643537753 -0.00016517363295136253 -0.0015863445818987193 0.0015333027808107213 -0.004658355793325881 0.0022615539251152838 0.0007124103811681705 -0.00063001189815740759 0.0049193430234451751 -0.00209870479716145 0.0019028496698426365 0.00021191286013193703 -0.03394154181119801 -0.085510287344042923 0.0022137510456177205 0.0024156778537618366 -0.066352972496421497 -3.9121833130093675e-05 -0.002093847458871801 0.00017717400294822586 -0.0042248036557495944 -0.0004717861772256387 0.0029697872625998028 0.10005744768315464 0.00033642372923994179 -0.10023271791745758 -0.071531728534817693 0.021910521521886651
leaf_weight=2.4269355518126354 1.524730147456913 0.55459112702205793 0.53505564361618141 4.0475355300538691 0.51226374881071635 0.50941419663104071 0.52270642784583343 0.54321325463990011 0.50393988200560269 0.50735443719185014 0.5465678951150037 0.51453396154465725 1.0224640245614862 0.52189995030382741 0.013371394532441627 0.013256734291189787 0.51536167591493143 0.51759318530253295 0.003923140093859411 22.958302533301566 0.53464807413269611 1.0018848009640389 0.54894609767549318 0.5045345776452459 0.53416555532197463 0.0017352560535075908 0.5149790940894422 0.0030314464060089974 0.017353114221935043 0.0071795128790934082
leaf_count=214 53 79 63 94 27 13 25 71 8 25 33 22 12 388 24 16 12 45 41 2195 55 8 44 5 103 1 52 34 162 110
internal_value=2.05917e-07 -2.47742e-05 2.87281e-05 -0.00044744 -2.52397e-05 -2.5913e-06 -2.50743e-05 -0.00113184 9.89695e-06 0.000466443 0.0022479 9.30169e-05 0.000342882 -0.000114033 -0.00269236 -0.0596149 0.000366641 -9.05144e-05 -2.81378e-05 -7.85728e-05 -6.82041e-05 -0.000867576 -0.00186172 -2.40741e-05 0.00129809 -8.25074e-05 -0.00191256 -0.0414418 -0.0503497 -0.0143516
internal_weight=42.4835 40.9587 36.3566 4.60213 35.8216 35.3093 34.7999 1.06592 33.734 6.08175 1.05392 5.02782 4.51329 3.49083 0.548528 0.0266281 2.9423 27.6522 25.5974 25.0799 25.0759 2.05477 1.05289 24.5413 1.0387 23.5026 0.544278 0.0292993 0.0275641 0.010211
internal_count=4034 3981 3808 173 3745 3718 3705 96 3609 746 58 688 666 654 428 40 226 2863 2803 2758 2717 60 52 2662 108 2554 359 307 306 144
is_linear=0
shrinkage=0.1


Tree=878
num_leaves=31
num_cat=0
split_feature=3 4 4 2 0 4 3 4 4 2 4 4 2 4 0 0 0 0 0 3 0 3 0 3 2 4 4 3 0 1
split_gain=6.63537e-05 0.000625647 0.000393127 0.00085469 0.000525952 0.000253272 0.000207635 0.000330872 0.000301872 0.000210005 0.000496905 0.001038 0.000419451 0.000286032 0.000843856 0.000432877 0.00122866 0.000222718 0.000418473 0.000186546 0.000433729 0.00161626 0.000178786 0.00020038 0.00017417 0.000278875 0.000222909 0.000137567 0.000115426 0.000107502
threshold=0.09180000000000002 32.724174661450007 35.050303764500008 -0.10623499999999998 94.114853772600014 33.151194885250007 0.092260000000000023 34.41230404325001 34.466665687600006 -0.070909999999999987 42.622319549950006 41.685324604100011 -0.058374999999999996 41.218101594450012 87.350693116400024 86.479632682150012 85.925810307250018 89.493394246350007 99.239054969250006 0.08833000000000002 87.278104746850019 0.09013000000000003 86.565663342300013 0.10932000000000001 -0.011675 38.334060527150008 36.893814626400008 0.088075000000000028 96.741477366050006 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=2 -2 3 -1 -5 -3 -7 -8 -9 10 11 17 -11 15 -15 16 -14 22 -19 27 21 -21 23 -10 -17 26 -26 29 -22 -4
right_child=1 5 19 4 -6 6 7 8 9 12 -12 -13 13 14 -16 24 -18 18 -20 20 28 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.054717501552123217 -0.061210917978081231 0.039146772289425438 0.00056664238769513588 0.083534732917355248 0.012419623868736521 0.001256158396961127 -0.025900236851462324 0.032511920457666758 -0.0012882439118259356 0.0030590480935761711 0.0026385880453661179 -0.0047134913583979357 -0.0008945660756637298 -0.0041430778814255647 0.00019732960499626543 0.0010617630600261508 0.0057639844687013041 -0.0034106100681264547 0.00053302955313939266 -0.0064054010523289049 0.0015416792710212092 -7.3209683561904301e-05 0.00096654286343371789 0.00012822867470027466 -0.00040002945688854874 -0.00092687562865117503 0.0025554682616973287 0.0016154814175242818 -0.00015261748041949763 -0.00013078414360973793
leaf_weight=0.0010175150413920296 0.0016622906078990187 0.0016645517835404125 2.570143208927429 0.0020539715576069224 0.0021065868806587548 1.5298087445262769 0.0049148607224854804 0.0028641375756731638 1.3923009988281911 0.54747066969922187 0.53546637591236823 0.54691582353933998 0.56024613892455988 0.54430223812946588 2.5297752486887823 1.5422284753079774 0.5483718381719882 0.56471581004207316 0.51397028331566263 0.5487529406640318 0.5450076884417786 1.518584262781643 1.5261694143846396 3.532840749985553 0.50199844653923864 2.0110393999316334 0.51905365543731818 0.52052864132912091 1.5333485052760583 15.778997048249812
leaf_count=142 40 7 527 19 80 41 38 10 37 42 84 95 36 68 83 44 24 155 114 75 93 37 45 33 21 53 25 39 199 1728
internal_value=3.91614e-08 0.000135983 -0.000114866 0.0274359 0.0475275 0.000141225 0.000137887 4.24464e-05 4.95618e-05 4.43724e-05 -0.000311479 -0.000507056 0.000373754 0.000205875 -0.000571192 0.000626215 0.00239905 -0.000201536 -0.00153155 -0.000121064 -0.000728454 -0.00175402 2.08479e-05 -0.000272198 0.000196556 -0.000243519 0.0011024 1.23804e-05 0.000291678 -3.30964e-05
internal_weight=42.4783 19.4578 23.0205 0.00517807 0.00416056 19.4561 19.4545 17.9246 17.9197 17.9169 8.61238 8.07691 9.30449 8.75702 3.07408 5.68294 1.10862 7.53 1.07869 23.0154 4.14569 2.06734 6.45131 4.92514 4.57432 3.03209 1.02105 18.8697 2.07836 18.3491
internal_count=4034 1095 2939 241 99 1055 1048 1007 969 959 563 479 396 354 151 203 60 384 269 2698 404 112 115 70 143 99 46 2294 292 2255
is_linear=0
shrinkage=0.1


Tree=879
num_leaves=31
num_cat=0
split_feature=0 0 3 1 2 0 3 2 3 2 4 2 0 1 4 0 0 3 4 0 3 4 0 4 3 3 0 3 3 3
split_gain=7.08703e-05 0.000293307 0.000238921 0.000421776 0.000668992 6.9668e-05 0.000167272 0.00011621 0.000732478 0.000603435 0.000330444 0.000401115 0.00137275 0.00250266 0.000380194 0.000432653 0.000253152 0.000542135 0.00167336 0.000508025 0.000252241 0.000256804 0.000380507 0.000248193 0.000439231 0.000379987 0.000482819 0.00029915 0.000665464 0.000275405
threshold=102.21786657775002 102.89804648475001 -0.27628999999999998 61.93938686740001 -0.23349 96.959242474650011 0.075810000000000016 -0.071864999999999998 -0.24947 -0.058374999999999996 42.622319549950006 -0.086139999999999994 86.256490657300006 70.776348742200014 43.077238082650005 86.20003303655001 86.054856297550018 0.088145000000000015 41.243661560350013 86.756543869550015 0.10371000000000001 41.243661560350013 85.667718326750006 42.094663496250007 0.11922500000000003 0.079805000000000029 96.741477366050006 0.11531000000000002 0.10661000000000002 0.10433500000000002
decision_type=2 2 2 2 2 2 2 2 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 -1 7 -7 10 -9 -10 11 16 20 -14 15 -12 -4 -18 19 -19 21 -13 -23 24 25 26 -11 28 29 -27
right_child=1 -3 5 -5 -6 6 -8 8 9 23 14 12 13 -15 -16 -17 17 18 -20 -21 -22 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.03512432213478895 0.0024874719820524634 -0.00089169923363120566 0.00071607581832016764 -0.061527698191710944 0.062559105414322122 -0.0020350718862510195 -0.0001666213212590657 -0.031187503358692498 0.0034205878916577443 0.0040732904393896013 0.00026428763058135605 -0.00044746406640172555 -0.008679833532207323 0.00091001523936808213 3.1650577864620396e-05 0.004292798147034595 0.00023458581748356003 -0.0029143104806586221 -0.0064233470376539861 0.00070843978532363647 -0.0014314690890959412 -0.00032312631246444058 0.0035225005733301139 -0.00051841643888489615 0.0032091900541242457 4.2436408016053017e-05 0.00038070331098914723 -0.0023758881258824421 0.0035215750231104904 -0.0023859133109635049
leaf_weight=0.001942022826520666 0.52068107151492515 0.50695646365574987 3.5599614476232011 0.0017463176542590331 0.0010972055403942809 0.51640484083684857 6.6391693197820976 0.0074040636419913089 0.58462061352730366 0.54626909054200989 0.51250246868448213 1.3741398489553351 0.58028770291796428 0.51244699463018328 2.0429349090708531 0.55561579867185173 6.0499727939401371 0.51516871697276734 0.54416730008529146 1.5569361309858498 1.0170061087701467 0.50368806492406271 0.52596833930510911 4.0442695916684803 0.53119736552071195 6.1668565945783449 1.006558846143889 0.50975494825041767 0.53577787712725911 0.50530282994077413
leaf_count=57 61 960 306 49 76 84 449 26 68 114 46 19 105 34 496 113 138 8 50 118 10 9 34 252 26 258 7 9 35 17
internal_value=1.11094e-07 0.000820452 -2.02274e-05 -0.022363 0.000140813 -1.76475e-05 -0.000301464 4.15809e-05 0.000257445 0.000273579 -0.000115423 -0.000291312 -0.00109696 -0.00418259 0.00083099 0.00235985 6.10971e-06 -0.000285534 -0.00148828 -0.000192252 -0.000111296 0.000447247 0.00164129 0.000140702 0.00041266 0.00025242 0.00167972 -3.47576e-05 0.00013081 -0.00014147
internal_weight=42.4768 1.02764 41.4492 0.00478555 0.00303923 41.4444 7.15557 34.2888 14.438 14.4306 19.8508 16.7397 4.51354 1.09273 3.11105 1.06812 12.2262 8.66624 2.61627 2.0721 3.4208 2.4038 1.02966 13.846 9.80172 9.27052 1.55283 7.71769 7.20794 6.67216
internal_count=4034 1021 3013 182 133 2831 533 2298 812 786 1486 831 211 139 655 159 620 314 176 126 72 62 43 718 466 440 121 319 310 275
is_linear=0
shrinkage=0.1


Tree=880
num_leaves=31
num_cat=0
split_feature=1 1 4 1 1 0 3 1 4 2 2 3 0 4 1 2 1 0 4 1 1 0 0 0 0 0 2 2 2 1
split_gain=7.03667e-05 0.000299883 0.000455764 0.000185183 9.5049e-05 0.000448928 0.000912498 0.000261286 0.000676986 0.00159065 0.0013897 0.00126038 0.0008484 0.000316797 0.000155834 0.000180953 0.000148375 0.000227937 0.000379396 0.000179487 0.000458041 0.000190996 0.00121218 0.000704425 0.000162538 0.000109002 0.00113316 0.000483589 0.0013915 0.00175931
threshold=61.901748453550006 61.93400995115001 40.583589072600013 61.87486387225001 61.966271448700006 86.382848189450016 0.092075000000000032 61.987779113750001 33.96174662340001 0.15844000000000005 0.10957500000000002 -0.27628999999999998 94.114853772600014 40.633548727200008 62.00390986255001 -0.077085000000000001 62.020040611300011 85.812895065800021 34.654301448200009 62.025417527550012 62.036171360100006 86.382848189450016 86.054856297550018 86.420486603250012 86.643628628100018 91.066142252700018 -0.028049999999999999 -0.59502499999999992 -0.63113999999999992 78.285212300550015
decision_type=2 2 2 2 2 2 2 2 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 13 9 10 12 -10 -9 -6 15 -13 -16 -18 -19 -20 -21 22 -22 -23 -25 26 -26 28 -27 -30
right_child=1 4 -4 -5 7 -7 -8 8 11 -11 -12 14 -14 -15 16 -17 17 18 19 20 21 23 -24 24 25 27 -28 -29 29 -31
leaf_value=0.00012713927076107317 0.00038682799562457547 -0.00090916735995907752 -0.0037920691948279163 0.0021840988039520991 0.00021072965562091411 -0.00082979849127527499 0.0050309411179453407 0.0067947389534931462 -0.1000267179011388 -0.086411076560950456 0.099669011592646198 -8.1679966061235526e-05 -0.10002860928395366 -0.0032898457908678313 -0.00098570406049571175 0.0017960045110330112 0.002058011376803321 0.031143535973684983 0.0012722057100383593 -0.0030379463713331879 0.00051097404200759432 0.0036870477707153966 -0.0049858147263211307 -0.0012357529958174464 3.5121460200324217e-05 -0.024810691759121165 0.0046946195950621121 -0.00014193207267051524 0.0091869358656434877 0.097998400144559794
leaf_weight=2.9549969271019516 0.52007792539255315 0.50474143363373902 0.52387770112732035 0.5137683782049719 0.50099459498049614 1.0091245095063639 0.53032566068168308 0.0025110915423533142 0.0012590772526824825 0.0030091032600805256 0.0011974920110731091 1.0107294000904974 0.0010561935946440185 0.53416760314559752 1.536165490566282 1.0427280231360772 0.53980591705602776 0.0039073977197884293 1.0404513953399064 0.509023194572367 1.5208132793814031 0.52464762816089461 0.54494487629563071 1.044676008399622 9.1645822284950871 0.0050597294785349476 0.55344939118350467 15.823063378216993 0.0065011412374537947 0.0033954768845894379
leaf_count=527 19 42 41 17 7 12 13 33 51 57 4 31 95 82 49 36 211 43 22 19 40 18 59 28 305 34 107 1959 33 40
internal_value=1.86306e-07 -3.81965e-05 -0.00171023 0.000431801 7.78393e-06 0.000671059 0.0021343 -2.99647e-05 1.64974e-05 -0.0294903 0.00645686 2.30746e-05 -0.0248333 -0.00159565 2.66868e-05 0.000871792 -2.61883e-05 2.09271e-05 -1.48396e-05 -1.88001e-05 -6.40264e-05 -1.21684e-05 -0.000939073 5.84209e-05 -1.31467e-05 3.68308e-05 0.000300483 -0.000124944 0.017848 0.0396577
internal_weight=42.4751 39.0063 1.04396 3.46877 37.9623 2.04419 1.03507 35.9181 34.883 0.00777388 0.00476478 34.8752 0.00356729 1.03516 34.8739 2.05346 32.8205 31.2843 30.7445 30.7406 29.7002 29.1911 2.06576 27.1254 26.6007 25.5561 9.71803 15.838 0.0149563 0.00989662
internal_count=4034 3490 60 544 3430 67 55 3363 3274 189 132 3085 128 89 3034 67 2967 2918 2707 2664 2642 2623 99 2524 2506 2478 412 2066 107 73
is_linear=0
shrinkage=0.1


Tree=881
num_leaves=31
num_cat=0
split_feature=0 0 3 4 3 1 1 4 0 1 0 0 4 0 2 0 4 2 2 4 3 0 1 4 4 0 1 0 2 1
split_gain=6.00305e-05 0.000238964 0.000156249 0.000372361 0.000348851 6.21481e-05 0.000236636 0.000666922 0.00040056 0.000144397 0.000111258 0.000265254 7.45579e-05 0.00047728 0.000303253 0.000222582 0.000179885 9.7498e-05 0.000437827 0.000340559 0.000322249 0.000958499 0.00028069 0.000271825 0.000337309 0.000397774 0.000314261 0.000236022 0.000760069 0.00137619
threshold=102.21786657775002 102.89804648475001 -0.27628999999999998 48.86568841230001 -0.52484999999999993 61.901748453550006 61.93400995115001 32.724174661450007 86.565663342300013 61.87486387225001 85.667718326750006 85.764502819450016 38.478081868400004 93.953546284800012 0.086310000000000026 94.773526014550015 38.244973486750006 -0.06483499999999999 -0.073609999999999995 42.198888176300009 0.10371000000000001 86.692020874450009 75.806453904250006 42.622319549950006 43.077238082650005 86.20003303655001 61.987779113750001 86.256490657300006 -0.087304999999999994 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=2 -2 3 4 -1 9 8 -8 -7 -4 -9 -12 13 -13 17 -15 -17 18 22 20 -19 -22 23 26 25 -25 -14 -28 -29 -30
right_child=1 -3 5 -5 -6 6 7 10 -10 -11 11 12 14 15 -16 16 -18 19 -20 -21 21 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=-0.076928475354054601 0.0022621784360577417 -0.00078860584561421759 0.00011989168624870972 0.015647628052217484 -0.0044508477169846209 -0.0034776399691393623 -0.056419736693025559 -0.0014708687712724335 0.00043812411109495563 0.0019377688305121797 0.0021983459459488396 0.0030509503392139401 -0.0020275424342026515 -0.0019825875134893635 -0.0023996924927709991 -0.00027112921403640421 0.0013599862801784704 0.00026530115976819473 -0.0029392296239071163 -0.00047329983981474937 0.0051978621472652878 3.941060223393977e-05 0.00215121440467324 0.00011682209278109811 -0.00017496614824201852 0.0039853107102309424 0.00049054591470345751 -0.000152026408788943 0.00082065382265760108 -0.0063767823986543518
leaf_weight=0.001401701074430467 0.51984651885313726 0.50730390482078491 2.9519519060632571 0.0018676634249459312 0.0012620153502961575 0.52722094480846837 0.0020958705579577899 0.51285785431876618 0.517810710833146 0.51285914815245792 0.54675276359929981 0.57527045654836051 1.0228476131887987 0.51205890830490686 0.55047228968972106 2.0355927407746579 1.0123879539058109 6.620865881296476 0.55871198075542139 5.0361932395727704 0.55584956934080754 1.0234073862820876 0.53895137170860508 0.50822419637643113 1.5379039262985399 0.55722527102210506 3.540137563544703 8.6181382479367095 0.50275682657957232 0.56331694250226949
leaf_count=103 61 960 395 11 68 42 32 295 18 16 61 130 12 37 208 158 15 190 41 124 23 29 199 16 287 115 57 244 2 85
internal_value=2.2845e-07 0.000755413 -1.8487e-05 -0.0185867 -0.04259 -1.64567e-05 -5.34458e-05 -1.1456e-05 -0.00153739 0.000388973 -8.25471e-06 1.23431e-05 -2.0977e-05 0.000378411 -7.30202e-05 -5.34479e-05 0.000270646 -3.19495e-05 -0.000183795 0.00017395 0.000571465 0.00185503 -9.52647e-05 -0.000167117 0.000772468 0.00214002 -0.000338804 -0.000208188 -0.000463615 -0.0029825
internal_weight=42.4735 1.02715 41.4464 0.00453138 0.00266372 41.4419 37.9771 36.932 1.04503 3.46481 36.9299 36.4171 35.8703 4.13531 31.735 3.56004 3.04798 31.1845 17.9482 13.2363 8.20012 1.57926 17.3895 16.8506 2.60335 1.06545 14.2472 13.2243 9.68421 1.06607
internal_count=4034 1021 3013 182 171 2831 2420 2360 60 411 2328 2033 1972 340 1632 210 173 1424 1058 366 242 52 1017 818 418 131 400 388 331 87
is_linear=0
shrinkage=0.1


Tree=882
num_leaves=31
num_cat=0
split_feature=3 4 4 2 3 3 4 3 0 0 2 4 3 1 2 2 4 0 4 2 4 2 0 4 3 3 0 1 1 4
split_gain=5.82986e-05 0.000411667 0.000382662 0.000787337 0.000478996 0.000264584 0.000243319 0.00020694 0.000408276 0.00177347 0.000207908 0.000173892 0.000794594 0.000350511 0.000655552 0.00108997 0.000633252 0.000297504 0.000293962 0.000392936 0.000975058 0.000250211 0.000224253 0.000160467 0.000269013 0.000236026 0.000258038 0.000150452 0.000457836 0.000591255
threshold=0.09180000000000002 32.724174661450007 35.050303764500008 -0.10623499999999998 -0.046510000000000003 0.092260000000000023 34.19870408380001 0.08833000000000002 87.278104746850019 86.135510041400025 -0.092710000000000001 40.563919884450009 0.094375000000000028 62.068432857650002 -0.086139999999999994 -0.032369999999999996 41.243661560350013 90.767723400200012 40.340071172300007 -0.076484999999999984 36.491284729650012 -0.075639999999999999 88.098084476650016 39.749124837650008 0.10721500000000002 0.10301500000000002 97.225399829550014 62.014663695050011 61.987779113750001 42.47354681640001
decision_type=2 2 2 2 2 2 2 2 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 -3 -6 27 9 10 -9 18 -13 14 -14 -16 -15 22 19 20 -7 -21 -18 24 25 26 -23 28 -4 -30
right_child=1 5 7 4 6 11 -8 8 -10 -11 -12 12 13 16 15 -17 17 -19 -20 21 -22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.051541228442403636 -0.05300995531571602 0.0013934127856366225 -0.000651547656109822 -0.0044376971224879738 0.037405628551040487 0.001372720898778459 0.097276208930302976 0.00083973632930990454 0.00023667059452218359 -0.0066373043944486336 -0.0016344323676120598 -0.0040518960274252497 0.00028781457241333532 0.00380590608888996 -0.0059050939879774136 -0.00038678952512536703 -0.00011197987451230924 -0.0020859771484549685 0.0013884477374331954 0.002457343091285476 -0.0046631265924637682 0.0028279868388102394 0.0017015487638991364 -0.00056223797819689072 0.0026059742395451477 -0.00074721178836633425 9.8296337511470942e-05 -7.1900417338523263e-05 0.0046819610489296148 -0.00011219287104086384
leaf_weight=0.0010033866275381354 0.0014578343098595728 1.5311810233057652 1.0359840240624252 0.0012244358415960388 0.0012188165886211546 0.51912193813088847 0.0015321020313194822 1.0087910839541507 2.0775696690984202 0.54598643892177268 0.51201978276994231 0.52883748250014839 2.5455850220109824 0.53579305400801347 0.5488664284716086 1.0289370227034726 2.0323478440771092 0.5222798824073015 2.0356560482721484 0.51029799496245676 0.55248333300598684 0.52897864754488111 1.0261119660779057 2.0374979271493654 0.5402908668142884 1.4246879950769651 1.0027989946662934 16.804639690938934 0.52353301267851271 0.50576314053051874
leaf_count=142 40 43 464 53 39 93 7 30 292 26 56 89 45 56 48 39 69 122 39 4 161 47 26 33 73 30 38 1780 21 29
internal_value=2.58501e-07 0.000127704 -0.000107444 0.027613 0.0475917 0.000131687 0.0707501 -0.000113441 -0.000753293 -0.00174842 6.74431e-06 2.38815e-05 -0.000294354 -5.31949e-05 -0.000704865 -0.00230643 0.000599561 0.000119789 0.000328797 2.56718e-05 -0.00173916 0.000338549 0.000496458 0.000143181 0.000554215 0.000179259 0.00104096 2.70889e-05 0.000832538 0.00232627
internal_weight=42.4725 19.4532 23.0193 0.00497874 0.00397535 19.4518 0.00275092 23.0143 4.14437 2.0668 1.52081 17.9206 8.76876 8.23992 4.12339 1.5778 4.11653 3.58074 9.15181 7.11616 1.07161 6.04455 3.05846 5.53425 3.49676 2.95647 1.53178 18.8699 2.06528 1.0293
internal_count=4034 1095 2939 241 99 1055 46 2698 404 112 86 1012 494 405 132 87 273 217 518 479 254 225 95 221 188 115 85 2294 514 50
is_linear=0
shrinkage=0.1


Tree=883
num_leaves=31
num_cat=0
split_feature=1 1 1 4 1 3 0 3 1 2 2 1 3 3 1 1 4 2 3 0 3 3 0 1 0 2 1 3 4 1
split_gain=7.61573e-05 0.000234806 0.000205633 0.000405467 0.000102151 0.000415866 0.000370066 0.000771101 0.000214001 9.4204e-05 0.000397983 0.000291861 0.000978705 0.000414808 0.000308069 0.000423332 0.000231906 0.00924676 0.00779315 0.00319554 0.00279729 0.00526162 0.00506536 0.00303623 0.00583389 0.00227487 0.00122083 0.000173118 0.000305348 0.000160935
threshold=61.901748453550006 61.87486387225001 61.93400995115001 40.583589072600013 61.966271448700006 -0.27628999999999998 86.382848189450016 0.092075000000000032 61.977025281250008 -0.06828999999999999 -0.073609999999999995 62.079186690200011 0.10335500000000002 0.093580000000000024 62.095317438950012 62.132955852800002 39.861052345600008 -0.094519999999999993 0.092260000000000023 93.805681087600007 0.09450500000000002 0.09117500000000002 87.638358136350021 66.351146659450009 93.953546284800012 -0.090495000000000006 77.255532836550017 0.11379500000000002 40.241071441700008 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 -1 3 -2 6 -6 7 -4 -7 10 16 12 13 -11 -13 -16 17 20 19 -19 21 22 -10 -24 -25 -21 -26 29 -29 -18
right_child=2 -3 4 -5 5 8 -8 -9 9 11 -12 14 -14 -15 15 -17 27 18 -20 25 -22 -23 23 24 26 -27 -28 28 -30 -31
leaf_value=0.00010597095677828918 0.0005544126061390592 0.002420645869283746 -0.00077851266897527446 -0.003384188822060763 -0.052538470260831804 -0.0020396395256546212 -0.00067533172614479798 0.004684082690108656 0.089664990214349732 0.0022369906691919348 -0.0028139257957875419 -0.0023912492492100461 0.0048710502597641226 -0.0012112848574773714 0.0028963208296499763 -1.3482178645897773e-05 -0.0018388087377869606 0.044046281070239446 -0.098878635877861928 0.019760051584984527 -0.00089570900007197656 0.076820711647547252 -0.089299687123026439 0.063461378705481367 -0.10019193399884395 -0.10005201379637285 0.017831985798056778 -0.00051767378536744975 0.0029286126035477436 -3.9466931059163738e-05
leaf_weight=2.9544393306990666 0.52058641564391261 0.51459156450343346 0.50517664916057403 0.52494900642329689 0.0015088722792729872 0.5265256467471805 1.0100894530696676 0.52902277649695861 0.0047375814816027545 0.53139102065822585 0.55013361128989657 0.51756752113669691 0.5541294947543064 1.015563018778266 0.51884960980532824 13.749255756771715 0.51321337075549678 0.0077318209587622158 0.017626670491500449 0.0026876371046855585 0.52799952256661686 0.013652658812207535 0.0053935176583763686 0.0066785611476518634 0.004314513074838767 0.0038617888925495461 0.0010998402340728526 0.50368639943189808 0.52513692946519086 15.809312409626704
leaf_count=527 19 17 42 41 64 23 12 13 29 45 62 11 37 15 21 1031 61 15 71 6 124 37 20 16 51 43 132 5 40 1404
internal_value=3.24425e-07 0.000449327 -3.96122e-05 -0.00142311 -1.50286e-06 -4.06437e-05 0.000686084 0.00201576 -3.84378e-05 -8.65931e-06 -0.000164561 0.000162111 0.00126495 -2.67748e-05 5.39387e-06 9.23308e-05 -8.33499e-05 -0.00202325 -0.0543945 0.000510183 0.000940264 0.0279604 -0.00205546 -0.0269052 0.000923154 -0.0508857 -0.0762172 -1.67404e-05 0.0012414 -9.60419e-05
internal_weight=42.4709 3.46903 39.0019 1.04554 37.9563 35.9121 2.04429 1.0342 35.9105 35.384 18.4973 16.8868 2.10108 1.54695 14.7857 14.2681 17.9471 0.595784 0.0319079 0.0142812 0.563876 0.0358767 0.022224 0.0174864 0.0120929 0.00654943 0.00541435 17.3513 1.02882 16.3225
internal_count=4034 544 3490 60 3430 3363 67 55 3299 3276 2116 1160 97 60 1063 1052 2054 544 135 64 409 285 248 219 199 49 183 1510 45 1465
is_linear=0
shrinkage=0.1


Tree=884
num_leaves=31
num_cat=0
split_feature=0 0 3 3 4 0 3 4 2 4 4 2 4 0 4 1 2 4 3 4 0 4 1 1 0 1 1 1 3 1
split_gain=6.414e-05 0.00022071 0.000104559 0.000387811 0.00050555 7.88853e-05 0.000145232 0.000125043 0.000310641 0.00466681 0.00567401 0.0022979 0.0018469 0.000481737 0.000389241 0.000921517 0.000317853 0.000219876 0.0002103 0.00107038 0.000318793 0.00120058 0.0106364 0.00918477 0.0030555 0.000413466 0.000366033 0.000206918 0.000193044 0.000157601
threshold=102.21786657775002 102.89804648475001 -0.27628999999999998 -0.50325999999999993 48.86568841230001 96.959242474650011 0.075810000000000016 40.563919884450009 -0.13953999999999997 41.436838994450007 42.824128352900011 -0.14654999999999999 47.927946529500012 91.394134144600017 44.952171034750002 62.272755675600003 -0.23369999999999999 40.984321400500008 0.093325000000000033 40.340071172300007 85.861287312150012 39.685256516350002 69.999384342500022 63.705703859100005 90.767723400200012 61.853356207250009 65.611820673600008 61.93400995115001 0.07907500000000002 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=2 -2 3 4 -1 7 -7 18 9 -9 11 -11 14 16 15 -12 -14 29 27 20 25 22 23 -22 26 -20 -25 -4 -29 -10
right_child=1 -3 5 -5 -6 6 -8 8 17 10 12 -13 13 -15 -16 -17 -18 -19 19 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.033841877194987456 0.0022289406324020856 -0.00070258391933445937 -0.0019915497111421205 -0.061464044190672744 0.046910960448177663 -0.0019345820049050388 -0.00019390894926616981 -0.00010153552246684195 -0.0019875112498813712 0.033393908259208294 -0.073023225782683832 0.099451146393193413 0.068234768438323282 -0.029967843118378343 -0.10002513013246005 0.02278906536411256 0.015824565016319504 -4.2577849123027997e-05 0.00040452821060286601 0.0050343424307429854 0.10011645627526329 3.1262107513433621e-06 -1.0013153528705625e-05 0.014281424383904399 0.055038486572025841 -0.0030698467939291093 -0.006389990491921964 0.001061831648039882 -0.00021327033516065297 -0.00038452375829626622
leaf_weight=0.0016683434430965483 0.51983740814161539 0.50760184746951154 0.51743901824363359 0.0012927860140434502 0.0014482469446193136 0.51663381874801118 6.63702168293932 0.51475201807693549 1.0312836569172632 0.0096049248837786205 0.0030006209810379825 0.011657678831397844 0.0019678777916567469 0.0013638828546849169 0.0014832365528061331 0.0015084819410331463 0.0028088203036702453 18.448207308859153 0.87634269646332519 0.5287751686945511 0.019326891668242863 3.03417698361286 0.51993098051514175 0.015070566147187492 0.016236449620919302 0.56229377435994365 0.019846902330755256 1.5494526428744508 5.0801202218609953 1.5134076809644055
leaf_count=120 61 960 108 54 8 84 449 92 23 36 39 7 26 56 124 34 20 1045 46 23 15 39 73 28 22 19 18 127 244 34
internal_value=1.42922e-07 0.000780634 -1.9209e-05 -0.0154174 0.00368312 -1.75703e-05 -0.00031962 4.54621e-05 -0.000101412 0.00224867 0.0384743 0.0696112 -0.0160922 0.0224496 -0.0555875 -0.04097 0.0374162 -0.000162775 0.000293818 0.000753155 0.000306051 0.000805955 0.00493176 0.0413868 0.0191977 -0.000953438 0.0025319 -6.5578e-05 8.47444e-05 -0.00103416
internal_weight=42.4656 1.02744 41.4381 0.00440938 0.00311659 41.4337 7.15366 34.2801 21.541 0.548148 0.0333955 0.0212626 0.0121329 0.00614058 0.00599234 0.0045091 0.0047767 20.9929 12.739 5.592 5.06323 3.62459 0.590412 0.0704808 0.0511539 1.43864 0.0349175 7.14701 6.62957 2.54469
internal_count=4034 1021 3013 182 128 2831 533 2298 1536 434 342 43 299 102 197 73 46 1102 762 283 260 195 156 83 68 65 46 479 371 57
is_linear=0
shrinkage=0.1


Tree=885
num_leaves=31
num_cat=0
split_feature=1 1 2 1 0 0 2 2 0 3 0 0 0 4 4 2 2 2 1 1 4 2 1 2 0 4 1 0 3 0
split_gain=7.96733e-05 0.000220483 0.000571787 0.000179555 8.95976e-05 0.000306119 6.07124e-05 0.000396692 0.000828546 0.000375986 0.000229531 0.000430311 0.000386046 0.00062583 0.000586302 0.00028926 0.000815821 0.000398644 0.000325321 0.00034365 0.000162495 0.000207199 0.000140126 0.00052195 0.00025467 0.000236068 0.000602776 0.000526251 0.00033099 0.000230199
threshold=61.901748453550006 61.93400995115001 -0.012794999999999999 61.87486387225001 85.667718326750006 85.764502819450016 -0.06828999999999999 -0.075639999999999999 86.162394622750014 0.12535000000000004 86.256490657300006 86.054856297550018 86.643628628100018 33.151194885250007 34.654301448200009 -0.088224999999999984 -0.083424999999999985 -0.079634999999999997 62.095317438950012 79.40629934090002 41.919251152600005 -0.096529999999999991 63.705703859100005 -0.053159999999999992 93.399723909900004 40.636252116050009 62.068432857650002 86.054856297550018 0.41648000000000007 94.114853772600014
decision_type=2 2 2 2 2 2 2 2 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 -3 -6 7 9 -9 10 11 -7 -12 -14 -15 20 -17 -18 -19 -20 -16 -22 23 -8 -24 -25 27 -27 -28 -26
right_child=1 4 -4 -5 5 6 22 8 -10 -11 12 -13 13 14 15 16 17 18 19 -21 21 -23 24 25 29 26 28 -29 -30 -31
leaf_value=0.00015979943136690893 -0.0037336522863756815 -0.0013130036289963286 0.00094774440670852107 0.0021852306039357701 0.0023663637387290591 3.8348211434884594e-05 0.0034163778735427294 -0.00022068673130949961 -0.0047072825029052948 -0.002614455415310113 -0.0011783626192292378 0.0025481672740339865 -0.067524720758896525 0.040862560068624758 0.00014567732291606765 0.0045236797035978146 -0.0021929161185203182 -0.0010808267091541874 0.0038072037210845296 0.00015048627676336716 -0.00029867003194079025 -0.0026164242333234482 -0.0021786107743419539 0.0010708621326935492 0.0020642115648440693 -4.6145394102474599e-05 0.001914031179689967 -0.0045440749498036597 -0.0004020619552004212 -8.5453910010478671e-05
leaf_weight=2.9556830624014903 0.54038200905893019 0.5133781603920643 0.50447515938021259 0.5137649041858906 0.5465651453488779 2.0291332079113835 0.55814801277301729 1.5037144936960656 0.56673834144233426 0.52585785135061414 2.5700498357327879 1.029814653957146 0.0013648684569610428 0.0035437724343222446 6.1164396516133177 0.54878745944087093 0.5253369797178159 0.50452961400153062 0.52564277809815962 0.50286159437944966 1.5257226478868842 0.51619634821721017 0.55547559624073173 2.0339752882966051 0.52263078659825524 0.51776582963429996 1.0480756508036393 0.5227227602590574 1.5002619822334964 10.635268443424183
leaf_count=527 52 316 8 17 61 59 35 9 82 55 46 38 61 36 550 92 106 13 79 15 598 74 165 50 56 19 40 45 8 722
internal_value=5.13649e-07 -4.03438e-05 -0.00147339 0.000459731 -8.88393e-07 1.7105e-05 -1.77018e-05 -0.000142214 -0.00144879 1.76174e-05 0.000102016 0.000883295 -7.71294e-05 0.000185648 0.00019423 0.000180842 0.00109779 0.000184405 0.000999061 0.00201934 -0.000112186 -0.000884597 0.000114475 0.0004997 -8.88019e-05 0.000210175 -0.000277621 -0.00230582 0.000550497 1.52354e-05
internal_weight=42.4643 38.9949 1.04486 3.46945 37.95 37.4366 36.8901 18.9957 2.07045 16.9253 16.3994 3.05895 13.3405 10.7704 10.7691 10.7655 2.60716 2.05837 1.53303 1.0285 8.15836 2.04192 17.8943 6.18095 11.7134 5.6228 3.58883 1.04049 2.54834 11.1579
internal_count=4034 3490 60 544 3430 3114 3053 1913 91 1822 1767 97 1670 1624 1563 1527 305 213 107 94 1222 672 1140 197 943 162 112 64 48 778
is_linear=0
shrinkage=0.1


Tree=886
num_leaves=31
num_cat=0
split_feature=1 1 2 1 1 0 3 1 4 2 2 1 4 0 1 2 1 0 0 2 0 3 4 4 1 2 0 0 4 1
split_gain=6.45392e-05 0.000178395 0.000461905 0.000145737 7.9923e-05 0.000267152 0.000750502 0.000181866 0.000463197 0.00149877 0.00113098 0.000337784 0.000314396 0.000109655 0.000101252 0.000200508 0.00013927 0.000237883 0.000122086 0.000912236 0.000411599 0.000228541 0.000222896 0.000175704 0.000153827 0.000259501 0.00105367 9.64381e-05 0.000125584 0.000103643
threshold=61.901748453550006 61.93400995115001 -0.012794999999999999 61.87486387225001 61.966271448700006 86.382848189450016 0.092075000000000032 61.987779113750001 33.96174662340001 0.15844000000000005 0.10957500000000002 69.563854125350005 40.633548727200008 93.399723909900004 62.00390986255001 -0.077085000000000001 62.020040611300011 85.812895065800021 86.329079026800017 -0.073609999999999995 86.420486603250012 0.092260000000000023 41.535369675400013 34.654301448200009 62.084563606450011 -0.08854999999999999 87.48511602295001 86.692020874450009 41.741384785950011 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=3 2 -2 -1 5 6 -3 12 9 10 11 -9 -6 -11 15 -10 -16 -18 19 21 -20 22 -19 -22 25 -25 -27 28 -26 -29
right_child=1 4 -4 -5 7 -7 -8 8 14 13 -12 -13 -14 -15 16 -17 17 18 20 -21 23 -23 -24 24 27 26 -28 29 -30 -31
leaf_value=0.00014383380614097185 -0.0033525140423414112 -0.0010188877273158605 0.00085355251078802563 0.0019697312251031364 0.00045703270168216388 -0.00054776028356115915 0.0043757895681408995 0.013213255054626028 -0.00031429259339833723 -0.10018718245374605 0.09956821673216075 -0.051109709108256109 -0.0030280592818532565 -0.059653754083201185 -0.00096377001075917488 0.001663616883318533 0.0020925783327930066 7.5745173190218854e-05 0.0019956895931676102 -0.0043514848296106398 0.021792901479405078 -0.00099475666818995396 0.0026209327419014408 0.00027096330893622501 -0.00012999125067783638 -0.0051011509217826784 0.0012785953661793041 -0.0014252679861316098 0.0020757768487196268 2.1511641514784177e-05
leaf_weight=2.9553919481427822 0.54156891378141303 0.5043620379037741 0.50415442945137978 0.51301724926787518 0.50179491560947187 1.0109146643153506 0.52769280173652078 0.0016628299305420672 1.0090468243596435 0.0016065669769886881 0.0010826207235936636 0.0016038686042545956 0.53464696005186596 0.0011417525415889918 1.5354871912791797 1.0415841908070564 0.53989078219867792 1.0124621385475627 1.0376202956176737 0.54077073542703402 0.0036873872248354136 1.0130678934383466 0.5212177462526596 1.0085747625271326 0.51392900777864514 0.52956884976084129 0.50646448573388625 0.50602805358357983 0.51855329853424337 23.02474932623327
leaf_count=527 52 42 8 17 7 12 13 33 31 2 4 95 82 55 49 36 218 12 30 41 45 22 48 9 8 42 11 4 59 2420
internal_value=5.30317e-07 -3.62373e-05 -0.00132472 0.000413905 -7.31957e-07 0.000607667 0.00173943 -3.53482e-05 3.45237e-06 -0.0255401 0.0109886 -0.0183677 -0.00134075 -0.0833481 8.65274e-06 0.000690354 -3.3951e-05 1.16974e-05 -2.48534e-05 -0.000621258 4.17457e-05 0.00017081 0.000940722 -3.44412e-05 -3.7466e-05 -0.000870857 -0.00198241 3.19041e-05 0.000977832 -9.60127e-06
internal_weight=42.4633 38.9949 1.04572 3.46841 37.9492 2.04297 1.03205 35.9062 34.8698 0.00709764 0.00434932 0.0032667 1.03644 0.00274832 34.8627 2.05063 32.8121 31.2766 30.7367 3.08752 27.6492 2.54675 1.53368 26.6116 26.6079 2.04461 1.03603 24.5633 1.03248 23.5308
internal_count=4034 3490 60 544 3430 67 55 3363 3274 189 132 128 89 57 3085 67 3018 2969 2751 123 2628 82 60 2598 2553 62 53 2491 67 2424
is_linear=0
shrinkage=0.1


Tree=887
num_leaves=31
num_cat=0
split_feature=2 4 4 3 3 3 3 3 2 3 4 2 4 3 2 3 2 2 0 1 4 0 0 4 1 2 2 3 1 3
split_gain=6.16718e-05 0.000191502 0.000348091 0.00476802 0.00408905 0.00459571 0.00457358 0.00040496 0.000977503 0.000312884 0.000256925 0.000259806 0.000189361 0.000621045 0.000339824 0.00176921 0.00801534 0.00425277 0.00380005 0.0039101 0.00123204 0.000656839 0.000623594 0.000607623 0.000384956 0.000328288 0.000628821 0.000675245 0.00141888 0.000381382
threshold=-0.06483499999999999 42.141702038450013 41.289992964000007 0.11768500000000003 0.080515000000000017 0.076835000000000028 0.097450000000000023 0.10546000000000001 0.035605000000000005 0.10433500000000002 42.388109226950007 -0.02903 42.47354681640001 0.093325000000000033 -0.081354999999999997 0.086520000000000027 -0.101395 -0.13953999999999997 90.407470010750018 71.658163008950012 47.927946529500012 90.767723400200012 87.638358136350021 49.283271594150008 62.55235532115001 -0.086139999999999994 -0.080019999999999994 0.089415000000000022 62.020040611300011 0.098075000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 7 4 5 -4 -6 9 -9 -2 -3 -12 25 14 15 16 17 20 -18 -20 24 -19 -16 -22 -14 -1 -27 28 -28 -29
right_child=1 10 3 -5 6 -7 -8 8 -10 -11 11 -13 13 -15 22 -17 18 21 19 -21 23 -23 -24 -25 -26 26 27 29 -30 -31
leaf_value=8.687379158731745e-06 0.00012883779646115232 -0.0025465524790685605 -0.0084464410780285444 -0.00057817770958902071 -0.03025493273961162 0.10002389321939194 0.034481403074691969 0.0050368411219999564 -0.00013284267972573505 -0.0024162542252102407 -0.0022766465439011448 0.00011212777622622162 -0.10011089174070638 0.0036904557300410619 0.0038866156293034995 -0.00031650880627611772 -0.10018554719946543 0.098217525959092611 0.065717721675701155 -0.064570642280882981 0.030199503264188826 0.022794834099406878 -0.0010239221462110455 -0.030330915099621259 -0.03147607206198582 -0.0040637647343953085 0.001035616089764503 0.0017551379590284258 -0.0062715815880988153 -0.00053992010929051766
leaf_weight=14.762751986728295 11.252656414393886 0.4990468882672302 0.0055725746603721418 0.50818819460118902 0.016526623672574126 0.013060418288688425 0.03213158026787255 0.57001136247426432 1.0206998179896243 0.50469691642320036 0.5130199388080231 4.0469187088747427 0.0015798710386636366 0.5382450563456288 0.53027800591786667 2.0366534083741241 0.011989402950822847 0.0062324431476099553 0.0036526037861221994 0.006236106392201457 0.0047802611532122841 0.0014172260983249529 0.5047858661745519 0.0025393569832626601 0.0016927789634504087 0.56661370719876814 0.51560878738382443 1.0370047366416772 0.54832289454170891 2.399276647167754
leaf_count=1160 640 47 51 14 57 21 25 48 62 14 96 346 75 91 65 138 76 21 17 39 68 106 27 210 172 136 12 41 88 71
internal_value=5.17631e-07 0.00013455 0.000326005 0.00273406 0.0277483 0.0675836 0.0124939 0.000222186 0.00171965 1.9587e-05 -0.000392379 -0.000156623 -0.000107843 0.000554075 1.15848e-05 -0.000726163 -0.0215218 0.0274278 -0.062336 -0.0164459 -0.0136046 0.0842442 0.00149182 0.0092 -0.0646095 -0.000229684 -0.000924207 -0.000528911 -0.00273032 0.000152685
internal_weight=42.4622 18.9825 13.9235 0.575479 0.0672912 0.018633 0.0486582 13.3481 1.59071 11.7574 5.05899 4.55994 23.4797 3.65008 3.11184 2.07677 0.0401201 0.0182419 0.0218781 0.00988871 0.0105923 0.00764967 1.03506 0.00731962 0.00327265 19.8296 5.06683 4.50021 1.06393 3.43628
internal_count=4034 1421 932 168 154 72 82 764 110 654 489 442 2613 1105 1014 922 784 652 132 56 525 127 92 278 247 1508 348 212 100 112
is_linear=0
shrinkage=0.1


Tree=888
num_leaves=31
num_cat=0
split_feature=3 3 3 2 0 3 2 4 2 3 3 3 3 4 1 1 2 3 4 0 4 3 2 0 2 0 1 1 3 2
split_gain=6.49182e-05 0.000688297 0.000274392 0.000193991 0.000351418 0.000117737 0.00010086 0.000217983 0.000101969 0.000459314 0.000233885 0.000386243 0.000215485 0.000545647 0.000187883 0.000449913 0.000228709 0.0011102 0.000368336 0.00432049 0.00324912 0.00154502 0.00131612 0.00038727 0.000247247 0.000185991 0.000185637 0.000220794 0.000180513 0.000178893
threshold=0.11531000000000002 0.11148000000000002 0.12535000000000004 -0.028049999999999999 92.501778894350011 0.11002000000000002 0.22598000000000004 38.539340721750001 -0.06483499999999999 0.10371000000000001 0.10249000000000003 0.094175000000000023 0.10546000000000001 37.52517992975001 62.009286778800011 62.020040611300011 -0.075639999999999999 0.089305000000000023 38.064633603500006 90.533827542850005 34.654301448200009 0.094375000000000028 -0.101395 86.103248543850015 -0.45120499999999997 86.479632682150012 61.987779113750001 62.020040611300011 -0.09053499999999999 -0.078649999999999984
decision_type=2 2 2 2 2 2 2 2 2 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 -5 6 8 -8 12 10 11 26 14 -14 -1 -16 18 -18 19 22 21 -21 -17 -20 -22 -13 -10 -28 -29 -25
right_child=2 -3 3 4 -6 -7 7 -9 9 -11 -12 25 13 -15 15 16 17 -19 23 20 24 -23 -24 29 -26 -27 27 28 -30 -31
leaf_value=0.00051248644031134656 -0.0024247939435008276 0.0036132186262430172 -0.00037025410026561762 0.0029672117822160341 -0.0007355726490279131 -0.0015067970498595892 0.00050841188940493518 -0.0024064168342136567 -0.0017758840897016974 0.0030499238321791688 -0.0018569007815825535 0.0033927186634032445 0.0008459425150353474 -0.0037618411384414789 -0.0031024764658505494 -0.016026610717029814 -0.0047137674065247217 0.0017532986228356773 0.0026746568669663846 -0.064674992979815132 -0.047989266067308176 0.071277906012210221 0.043777369061289005 -0.00014754411880220808 -0.10023453040567072 0.00073064956224642985 0.0021733240278515959 -0.0017653678284203394 0.00014479542460690508 0.0017420786952251407
leaf_weight=4.9631664598431362 0.55321469709168258 0.53453668012508515 4.5397499636462424 0.52297866188291731 0.5026686805248417 0.51240577233797679 0.51038898639274188 0.51590037227938035 0.52442320866271153 0.56540539707445425 0.561873835732002 0.52631288807941679 0.50400956065483515 0.52438169445035854 0.51529440982464692 0.0057541332489760106 0.5347795874208916 0.52708272938599166 0.53786371545262568 0.0013253378718824363 0.0010412676877181448 0.0022635522204739848 0.010208414528739038 11.736608564133979 0.0069629791409386525 0.5235089069490213 0.51411253353307884 0.52011581969647558 10.136302599371129 0.52334547341584325
leaf_count=498 79 63 100 25 22 27 100 120 191 62 15 39 13 38 27 39 50 30 173 68 50 13 27 1233 104 55 21 111 559 82
internal_value=5.83064e-07 5.1322e-05 -0.000300763 -8.96292e-05 0.00115248 -1.85418e-06 1.99959e-05 -0.000956829 4.92523e-05 0.000258415 0.000139802 0.00022783 -9.302e-05 -0.00150359 -1.81135e-05 -0.00020096 -9.32978e-05 -0.00150367 2.34726e-05 -0.0115257 -0.0579891 0.021072 0.0222194 4.83397e-05 -0.093438 0.00206524 6.28915e-05 0.000149217 5.15647e-05 -6.6881e-05
internal_weight=42.458 36.3394 6.11861 5.5654 1.02565 35.8048 35.2924 1.02629 34.2661 13.8721 13.3066 12.7448 20.3941 1.02839 19.3657 14.4025 13.8872 1.06186 12.8254 0.0275557 0.0115931 0.00358889 0.0159625 12.7978 0.00800425 1.04982 11.695 11.1705 10.6564 12.26
internal_count=4034 3808 226 147 47 3745 3718 220 3498 1053 991 976 2445 51 2394 1896 1869 80 1789 301 235 81 66 1488 154 94 882 691 670 1315
is_linear=0
shrinkage=0.1


Tree=889
num_leaves=31
num_cat=0
split_feature=3 3 0 3 4 3 3 4 3 4 3 1 1 4 1 4 1 1 1 1 1 1 1 0 4 3 2 4 4 4
split_gain=7.48761e-05 7.463e-05 0.000155177 8.82028e-05 0.00022564 0.000122569 0.000379578 0.000663264 0.00031916 0.000277181 0.000266369 7.90126e-05 0.000172489 0.000486771 0.000143492 8.98902e-05 0.00119555 0.00296629 0.00330505 0.00184363 0.00157583 0.000407058 0.000109106 0.000102838 0.000292841 0.000319896 0.000556108 0.000933738 0.00023385 0.000145024
threshold=-0.27172999999999997 -0.24947 86.643628628100018 -0.10055499999999999 41.289992964000007 1.0000000180025095e-35 0.078905000000000017 42.434124620650003 0.079355000000000023 38.539340721750001 0.079605000000000023 61.901748453550006 61.93400995115001 40.583589072600013 61.87486387225001 43.752965619700007 70.504814471000017 62.009286778800011 62.272755675600003 64.407391431150018 70.332753150650021 67.940025414550021 66.45599652655001 86.135510041400025 40.159267750750011 0.10507500000000002 -0.086719999999999992 41.147265497500008 40.467253020850002 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 -2 4 -3 9 7 -7 -8 -5 -10 14 13 -13 -12 23 17 -17 -19 -20 21 22 -21 24 -14 26 -26 -28 -27 -25
right_child=1 3 -4 5 -6 6 8 -9 10 -11 11 12 15 -15 -16 16 -18 18 19 20 -22 -23 -24 29 25 28 27 -29 -30 -31
leaf_value=0.00085073194040904694 -0.0021439394230453337 0.002415185959002304 8.2050606887393498e-06 6.3936466805738696e-05 -0.00013130621121241437 0.0043730903063729952 -0.0025414719396426402 -0.00069202869622487346 0.0022555052127215479 -0.0027702503301227275 0.00014576779617306429 0.00081479335902519051 -0.0019314552803526407 -0.0035044048551067537 0.0019612583351983496 0.089215143464513688 0.00023102697151083362 -0.059547091099343877 0.10002341169912765 -0.026764726131343754 0.050927500593876768 -0.065877085478497105 0.015809088584915875 3.4997580246750778e-05 9.3743545845400414e-05 0.00092847865027483967 1.8397627582206252e-07 0.0059081651939629082 -0.0010328361560612671 -0.00046873917253121948
leaf_weight=1.0111465896704732 0.50334500876791377 0.53152028755308567 1.0019188638615482 1.016313719928889 1.0075765163841399 0.52966697209514579 0.50367356802726604 0.50503073848197333 0.51311046849305242 0.52245989952464622 2.9453305421615812 0.51972456101157394 0.52616106111513872 0.52399904039078393 0.51086381066147613 0.0052939535235041182 0.50631306241653196 0.0056114945274146058 0.0030842102860333407 0.0011655792649948593 0.0046814070647087647 0.0019911057235049157 0.0012448435118130874 14.840666353089617 1.5114729218106722 1.0102702765210412 0.51456230821861426 0.55718992009505908 1.5264019838727874 9.2945841589695455
leaf_count=263 33 201 58 72 172 147 115 222 87 131 181 14 45 37 12 8 271 23 8 62 7 14 13 1024 74 8 10 85 48 589
internal_value=5.13614e-07 -2.02293e-05 -0.00071145 5.82153e-06 0.000748114 -2.39293e-05 1.25727e-05 0.00190083 -4.19603e-05 -0.000898355 -6.32028e-06 -3.96597e-05 -8.96795e-05 -0.00135365 0.000414117 -4.61557e-05 0.00124549 0.0235073 0.00394139 0.0332223 0.0105393 -0.0324171 -0.00477782 -6.91158e-05 0.000315085 0.000545958 0.00132925 0.00307167 -0.000251711 -0.000158994
internal_weight=42.4564 41.4452 1.50526 39.94 1.5391 38.4009 36.8621 1.0347 35.8274 1.53877 35.3237 34.8106 31.3544 1.04372 3.45619 30.3107 0.529386 0.0230726 0.0177786 0.0121671 0.00908294 0.00440153 0.00241042 29.7813 5.64606 5.1199 2.58323 1.07175 2.53667 24.1353
internal_count=4034 3771 91 3680 373 3307 3104 369 2735 203 2620 2533 2340 51 193 2289 406 135 127 104 96 89 75 1883 270 225 169 95 56 1613
is_linear=0
shrinkage=0.1


Tree=890
num_leaves=31
num_cat=0
split_feature=3 3 0 3 4 3 3 4 3 4 3 1 1 4 1 4 1 1 1 1 1 1 1 1 1 0 0 4 4 0
split_gain=6.06693e-05 6.04344e-05 0.000125439 7.14681e-05 0.000183161 9.92352e-05 0.000307924 0.000539413 0.000258063 0.00022398 0.000216095 6.3984e-05 0.000139574 0.000393245 0.000116444 7.35959e-05 0.000846393 0.0028223 0.00251739 0.0019762 0.00097741 0.00202912 0.00200335 0.000743636 8.8929e-05 8.3357e-05 0.000256709 0.000467843 0.000400522 0.000382348
threshold=-0.27172999999999997 -0.24947 86.643628628100018 -0.10055499999999999 41.289992964000007 1.0000000180025095e-35 0.078905000000000017 42.434124620650003 0.079355000000000023 38.539340721750001 0.079605000000000023 61.901748453550006 61.93400995115001 40.583589072600013 61.87486387225001 43.752965619700007 71.365121072750014 62.009286778800011 62.272755675600003 64.407391431150018 69.64719632740001 70.389210771400016 71.104340634100012 67.940025414550021 66.45599652655001 86.135510041400025 85.995710218650018 40.280372415600006 42.558389508100007 85.764502819450016
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 7 -7 -8 -5 -10 14 13 -13 -12 25 17 -17 -19 -20 23 -22 -23 24 -21 26 27 -14 -28 -29
right_child=1 3 -4 5 -6 6 8 -9 10 -11 11 12 15 -15 -16 16 -18 18 19 20 21 22 -24 -25 -26 -27 28 29 -30 -31
leaf_value=0.00076611438503043682 -0.0019266923115051197 0.0021772899076047507 7.3758395867643896e-06 5.7546464460326571e-05 -0.00011816323426328152 0.0039480155386732102 -0.0022833339235367386 -0.000622532298998942 0.0020332271423642036 -0.0024887660236290296 0.00013120403560370515 0.00073372259770975573 -0.0028631629305511368 -0.0031468950437049566 0.0017675841286314709 0.087230167219086788 0.00025326350849802823 -0.055548472366469176 0.10002118102814937 -0.024261959733545245 0.070141781881600848 -0.10005282377289385 0.068763944119186474 -0.10002814244896051 0.014263982246260399 -0.00014307708642218486 0.0035769948680524719 0.0027896226230289542 -0.00032836583373410764 -5.8647304530807353e-05
leaf_weight=1.0105763457106025 0.50404877202105902 0.53068308477823478 1.0019133606035215 1.0162710900212677 1.0076641393968264 0.52811138856171957 0.50450942901666351 0.50526114933318478 0.51232795981228108 0.52334637203496592 2.9450649505933622 0.51944869847648145 0.52011877791365702 0.52511384109740611 0.51019159033398853 0.0048937866686171996 0.50411283104964033 0.0054241077631758108 0.0027907679614145317 0.0011576776703613179 0.0043739060929510742 0.0018721664499707913 0.001125575063724682 0.001227034350449685 0.0012418857259035576 24.137713519741098 0.54437486268579938 0.54394121173097154 0.50735133208218031 3.529034079355597
leaf_count=263 33 201 58 72 172 147 115 222 87 131 181 14 44 37 12 8 209 23 8 62 6 60 5 12 13 1613 30 117 11 68
internal_value=5.73349e-07 -1.80934e-05 -0.000639961 5.35524e-06 0.000673698 -2.14191e-05 1.1435e-05 0.00171327 -3.76513e-05 -0.000807995 -5.57666e-06 -3.5583e-05 -8.05884e-05 -0.00121711 0.000372826 -4.14218e-05 0.00112862 0.0194337 0.00216523 0.0248677 0.00579781 0.0267073 -0.0366665 -0.0367042 -0.00432299 -6.21736e-05 0.000283776 -3.89198e-05 0.00169305 0.000321736
internal_weight=42.4553 41.4447 1.50596 39.9387 1.53835 38.4004 36.8608 1.03337 35.8274 1.53962 35.3229 34.8106 31.3553 1.04456 3.45526 30.3108 0.52822 0.0241069 0.0192131 0.013789 0.0109982 0.00737165 0.00299774 0.0036266 0.00239956 29.7825 5.64482 4.59309 1.05173 4.07298
internal_count=4034 3771 91 3680 373 3307 3104 369 2735 203 2620 2533 2340 51 193 2289 406 197 189 166 158 71 65 87 75 1883 270 229 41 185
is_linear=0
shrinkage=0.1


Tree=891
num_leaves=31
num_cat=0
split_feature=2 2 4 4 1 2 2 0 4 1 0 4 0 3 0 4 4 0 2 1 2 2 0 0 2 1 0 3 1 2
split_gain=5.2784e-05 0.000190176 0.000149138 0.000345784 0.000155233 0.000771919 0.000444106 0.000360417 0.000419891 0.0016567 0.000221412 0.000210415 0.000201078 0.000152924 0.000160372 0.00013345 0.000567525 0.000225397 0.000752729 0.000435315 0.000229393 0.00028667 0.000201913 0.000151428 0.000407597 0.000918207 0.000378863 0.000372803 0.00017073 0.000152216
threshold=-0.06483499999999999 -0.072524999999999992 42.558389508100007 43.157831852650006 63.705703859100005 -0.053159999999999992 -0.037054999999999998 85.925810307250018 41.872294782850005 62.014663695050011 93.399723909900004 39.525197829750006 94.114853772600014 0.10608500000000003 102.21786657775002 42.824128352900011 43.084235337800003 85.925810307250018 -0.075639999999999999 61.993156030000002 -0.091179999999999997 -0.12546499999999997 86.103248543850015 87.278104746850019 -0.08786999999999999 62.014663695050011 91.066142252700018 0.08729000000000002 75.408562100950022 -0.096529999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 4 -4 5 -2 -7 11 9 -9 -6 -8 -12 14 -14 17 -17 20 19 -19 21 -1 -21 24 -24 -26 27 -25 29 -28
right_child=2 -3 3 -5 10 6 7 8 -10 -11 12 -13 13 -15 -16 16 -18 18 -20 22 -22 -23 23 26 25 -27 28 -29 -30 -31
leaf_value=4.9743340548231773e-05 0.0042078002880855383 -0.001915751414882663 -0.0028427636977242472 -2.8381919280819244e-05 -0.0019487497132409895 -0.002489258737243615 0.00086583201407466654 0.00035631697059591638 -0.00014653269875837701 0.006756241902742384 0.0020221068102497515 -0.0015549566587135819 -1.0479396037939193e-05 -0.0016614555068586202 0.0018084742146325765 0.0035060958643446287 -0.00013859201503367029 -0.0017924291765544047 -0.0040387159430210588 0.0019236729009414249 9.4418265482780307e-05 0.0033758045561580394 -8.2139240041260585e-05 5.2902412667340487e-05 0.00084404284431651832 -0.0051038685274304944 -0.00023055593075404216 0.0037877020225688556 0.00070624614488583228 -0.0021370571602345768
leaf_weight=0.50778898983626486 0.55164234028234194 0.56279011400099221 0.52822783190414746 2.5154802072210516 0.55165641469924764 0.52221851209965198 0.55701952949643629 1.5349611790907154 1.5112995388949455 0.54919732420148637 0.52092152258046454 1.0102989803870226 7.5876144007085911 0.52117171802516793 0.51779171061208273 0.53971854694521315 2.0499091917175529 1.5433593471534788 0.5314022630147609 0.51580317799107334 4.4186256292670425 0.52918208108079057 6.0445266602000629 0.51521471983892275 0.50283569842576781 0.53642741649673553 2.0407761767660468 0.55535729081020691 1.5538708018526182 0.52690550372946399
leaf_count=274 41 81 107 297 131 26 42 37 23 60 53 104 191 57 252 86 857 33 38 34 63 66 64 51 2 78 158 59 544 125
internal_value=5.93305e-07 -9.96686e-05 0.000124601 -0.000516811 0.000247109 0.000636331 0.000289774 0.000570875 0.00112252 0.00204276 -3.16374e-06 -0.000694617 0.000114168 -1.04378e-06 0.000105719 -5.50594e-05 0.000621017 -0.000141211 -0.000342958 -0.000205956 0.000408548 0.00174708 -1.45436e-05 -9.59826e-05 -0.000396671 -0.00222604 0.000314257 0.00199032 -0.000121101 -0.000621783
internal_weight=42.454 23.4745 18.9795 3.04371 15.9358 6.23664 5.685 5.16278 3.59546 2.08416 9.69916 1.56732 9.1475 8.62658 8.10541 22.9117 2.58963 20.3221 14.8665 14.3351 5.4556 1.03697 12.7917 12.2759 7.08379 1.03926 5.19212 1.07057 4.12155 2.56768
internal_count=4034 2613 1421 404 1017 333 292 266 120 97 684 146 553 500 443 2532 943 1589 1186 1148 403 340 1115 1081 144 80 937 110 827 283
is_linear=0
shrinkage=0.1


Tree=892
num_leaves=31
num_cat=0
split_feature=3 1 3 3 0 2 1 4 3 1 2 1 1 4 3 3 3 2 1 0 1 2 3 3 1 0 1 1 1 1
split_gain=7.0963e-05 0.000300826 0.000159391 0.000788504 0.000428343 0.00050123 0.000467182 0.000100652 9.42106e-05 0.00116565 0.000467469 0.000156347 0.000297542 0.000551297 0.000409662 0.000343539 0.000761145 0.000319787 0.000191248 0.000106241 0.000601856 0.000289232 0.000544814 0.00211042 0.0255159 0.010767 0.000258017 0.000622461 0.000261986 0.000173203
threshold=0.41214500000000009 62.079186690200011 0.11531000000000002 0.11148000000000002 86.103248543850015 -0.084275000000000003 61.907125369850007 40.098777110850008 0.10433500000000002 61.998532946250002 -0.079634999999999997 62.009286778800011 61.987779113750001 42.310579034350006 0.092075000000000032 0.10301500000000002 0.094175000000000023 -0.078504999999999991 62.014663695050011 87.278104746850019 62.116825104000007 -0.094519999999999993 0.091935000000000031 -0.18112999999999999 62.111448187750007 85.995710218650018 62.391047833300007 64.665483411650015 66.351146659450009 70.389210771400016
decision_type=2 2 2 2 2 2 2 2 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 8 6 -6 -4 -7 11 -10 -11 12 14 -14 17 16 -16 -1 -13 21 -21 -20 23 -23 25 -25 -22 -28 -29 -30
right_child=1 -3 4 -5 5 7 -8 -9 9 10 -12 18 13 -15 15 -17 -18 -19 19 20 26 22 -24 24 -26 -27 27 28 29 -31
leaf_value=-0.00019512968085863027 0.0018413069135177847 -0.00037891291160498043 -0.00021621324996735341 0.0038405275162254823 0.0027741476743569243 1.7518284038253723e-05 -0.0044890073731920482 -0.0013894890776988487 -0.0048335916414189266 -0.00045919217957305692 0.0029154256050268352 -0.0019990023896817653 0.0042566151867469522 -0.00032817479303500451 0.00031309231630106309 -0.00022489223594554338 0.0049442257946195646 -0.0030537443246675643 0.00018786417064714186 0.0034560576271247877 -0.0021990647903912695 -8.1167927159011991e-05 0.00010327834170661943 -0.001909833417254393 -0.00025605557397253783 -0.09644657930972711 0.0034044464303218504 -0.0022365465701550055 0.0016941588861466819 -3.8815713829701166e-05
leaf_weight=1.5241776212530718 1.0202295952535663 1.5187304521397358 0.50142921610723046 0.53525893769093968 0.52618927508607738 1.0131677610833016 0.52258951356255778 1.0205654432003268 0.5213936744694333 1.5162598028074226 0.56287625406230879 0.51137330831307082 0.5350680598232882 0.51441302458903237 1.016685618919255 1.4064673890170525 0.54519850563437455 0.52652173555310389 5.5460445380141472 0.52078181898105569 0.51563614494807453 1.5121044755251696 2.5473454001800135 0.016855404473190005 0.53854538978604394 0.042234402139001759 0.54175962496913044 0.52684054913834089 0.6020665890165916 13.704235919148598
leaf_count=388 20 67 22 63 39 32 25 21 24 57 81 23 29 28 29 10 56 200 194 20 21 22 67 33 124 51 75 63 285 1865
internal_value=6.15913e-07 0.000513237 -3.19923e-05 3.07725e-05 -0.000668234 2.32082e-05 -0.00239676 -0.000688544 -2.61966e-05 -0.000605813 0.000454405 1.9212e-05 0.000478054 0.00200934 0.000157863 0.000908786 0.00192966 -0.000929086 -8.34391e-05 -4.66332e-05 0.000110904 -0.000300025 -0.000881045 -0.00206954 -0.00710041 -0.0694799 1.27294e-06 7.50668e-05 -4.65341e-05 3.41148e-05
internal_weight=42.453 2.53896 39.9141 36.3301 3.58394 2.55992 1.02402 2.03373 35.7949 2.60053 2.07914 33.1944 6.06853 1.04948 5.01905 2.96835 1.56188 2.0507 27.1258 26.6145 16.4113 10.2031 4.65709 2.10974 0.597635 0.0590898 15.8905 15.3749 14.8331 14.3063
internal_count=4034 87 3947 3808 139 92 47 53 3745 162 138 3583 740 57 683 95 85 588 2843 2820 2329 491 297 230 208 84 2309 2288 2213 2150
is_linear=0
shrinkage=0.1


Tree=893
num_leaves=31
num_cat=0
split_feature=2 2 0 4 3 1 4 2 3 0 4 4 4 4 4 3 4 3 0 0 0 0 0 0 0 0 0 2 2 3
split_gain=7.16907e-05 0.00013828 0.000164634 0.000368791 0.00493763 0.0084191 0.00179737 0.000268793 0.000274907 0.00310381 0.000234216 0.000339911 0.000230677 0.000502774 0.00021123 0.000183728 0.000386637 0.000171002 0.000311329 0.000306922 0.00572082 0.00338067 0.00438311 0.000616127 0.000728362 0.000246336 0.000168475 0.000138007 0.000235325 0.000509873
threshold=-0.06483499999999999 -0.072524999999999992 86.256490657300006 41.806790701050012 0.08895500000000002 62.030794443850006 41.942745071500006 -0.077729999999999994 0.088145000000000015 86.692020874450009 41.685324604100011 41.535369675400013 43.018222997350009 41.481306584950012 42.622319549950006 0.087475000000000011 40.844669808050007 0.092505000000000018 97.674372337300014 89.813320763900023 99.239054969250006 95.469836670350006 90.407470010750018 91.937202686950016 93.953546284800012 97.39208423365001 86.565663342300013 -0.079634999999999997 -0.096529999999999991 0.081280000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 -5 6 -6 8 15 -10 11 -1 13 17 -7 26 -17 18 -11 -19 21 22 -21 -24 -25 -23 -4 28 -28 -30
right_child=-2 -3 7 4 5 14 -8 -9 9 12 -12 -13 -14 -15 -16 16 -18 19 -20 20 -22 25 23 24 -26 -27 27 -29 29 -31
leaf_value=5.3832021616796659e-05 0.00014470549248394644 -0.0016650032772778012 0.00075958622458951119 0.00035591850948711958 0.097720362713627107 -0.021137271828747806 0.042918396927143276 -0.0024612626229296103 -0.0079401357312314392 0.0030086761841578501 -0.001976661977419122 0.0027139530309257102 0.0020477274901234016 -0.003036113664625615 -0.050668736303302667 -0.00057107291646159796 0.0033023256311435108 0.0003779367627066641 6.514277219473915e-06 -0.080075450628143613 0.00050346024712121266 -0.059559835018428188 0.0364018840902516 -0.027256434763161565 0.024612387403384273 -0.08442644352152083 -1.4310230712928461e-05 0.0012638750932682072 -0.00018324548694227319 -0.0040234908565032765
leaf_weight=6.9486622250817156 18.980325824953475 0.56297635906496424 2.0195616369237497 0.52066024361602803 0.012620334644452669 0.0042541659949932864 0.011382442345279742 0.54605581843087136 0.54139731547911552 0.52609515518188876 0.5103042262112466 0.51602698994020091 0.51834360290556514 0.53980636583947283 0.0056240859580896085 0.50647931519926437 0.52465097883236922 1.5214875974197637 1.0058276967488691 0.0073003795405385255 0.51226334966105647 0.0069837312606750848 0.0065687259802089662 0.0056504041585299092 0.00519764277525403 0.0092739890412913972 3.5260030182650466 0.50850045373273278 1.0103151895896685 0.52559839890404436
leaf_count=342 1421 81 28 282 5 17 49 73 22 40 12 27 64 128 26 22 47 43 51 7 118 23 7 17 31 42 795 62 43 109
internal_value=2.0191e-07 -0.00011668 -7.86202e-05 0.000269422 0.00276301 0.0397536 0.0717325 -0.000285157 -0.000199221 -0.000773001 9.60295e-05 0.000237724 5.88182e-05 -0.000189813 -0.0379507 0.000147279 0.00139976 0.000236192 0.00103752 -0.000355488 -0.00237252 -0.0383276 -0.0150321 0.0122313 -0.00240444 -0.0737446 -2.28751e-05 -0.000306557 -0.000464317 -0.0014974
internal_weight=42.4462 23.4659 22.9029 8.52953 0.554541 0.033881 0.0240028 14.3734 13.8273 5.2062 7.97499 7.46469 4.6648 4.14646 0.00987825 8.62111 1.03113 3.60665 1.53192 2.07473 0.553238 0.0409749 0.0247172 0.0174168 0.010848 0.0162577 7.58998 5.57042 5.06192 1.53591
internal_count=4034 2613 2532 760 379 97 54 1772 1699 593 381 369 571 507 43 1106 69 379 91 288 245 127 62 55 48 65 1037 1009 947 152
is_linear=0
shrinkage=0.1


Tree=894
num_leaves=31
num_cat=0
split_feature=3 3 0 4 4 2 3 2 0 3 4 3 2 1 2 0 4 1 4 1 1 0 1 4 4 4 3 4 1 0
split_gain=6.17919e-05 0.000429538 0.000759436 0.00159526 0.000367408 0.000802375 0.000510965 0.000168777 0.000278364 0.000149779 0.000154666 0.000499319 0.00039046 0.00194242 0.000912725 0.000266418 0.000254876 0.000856828 0.000365099 0.000223389 0.000211561 0.000161299 0.000653435 0.000270196 0.00105215 0.000328311 0.000135675 0.000135124 0.000300731 0.000133561
threshold=0.091645000000000018 0.08833000000000002 87.278104746850019 42.719328117250008 35.050303764500008 -0.094519999999999993 -0.046510000000000003 -0.055334999999999995 97.674372337300014 0.092260000000000023 41.243661560350013 0.094375000000000028 -0.083954999999999988 62.111448187750007 -0.08854999999999999 85.963448721100022 40.984321400500008 61.987779113750001 40.636252116050009 75.634392583900009 80.677940036650014 85.812895065800021 61.950140699950005 39.685256516350002 35.171584490050009 40.280372415600006 0.091935000000000031 40.413896136950008 61.853356207250009 85.877418060900013
decision_type=2 2 2 2 2 2 2 2 2 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 -4 26 16 -12 14 -14 15 -13 18 -18 19 21 -21 27 -23 24 -24 -25 -2 28 -11 -6
right_child=9 2 7 -5 29 6 -8 -9 -10 10 11 12 13 -15 -16 -17 17 -19 -20 20 -22 22 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.049340277489686273 0.00012327387863512689 -0.0071378827263728038 0.0025306558186827689 -0.00042981940436567111 0.0011728015875797958 0.0024881552624327935 0.083313634909466555 -0.0014042712421413527 -0.00029846364099322362 0.00031208677934603323 -0.0033080669576507102 0.00072312019311000862 -0.006124181986347909 0.00027573510079375809 0.0046037291154268556 -0.0020468824210073842 -0.0012124613942524065 0.0045270877566756249 -0.0016887427538758095 -0.0025197831825313748 0.0003393277693766834 0.0041157368208338827 -0.00042549056136394154 -0.00071317082768897189 0.0049079490720708293 0.0011465849766181661 0.0017544717639804885 0.00066255863821047508 -0.0026496139458713716 7.1638020451872261e-06
leaf_weight=0.00100002379783531 1.0179997645784935 0.54533707210928706 0.52983396543774608 1.0131558390083839 1.0403821997606737 0.0012563513221054423 0.0020722850826966933 0.52364831317759675 1.0121856666556235 0.87595552914899866 0.52843219921808682 1.0154378664820671 0.56192393134722696 3.0389744252304212 0.52477956235452428 0.52764011368648622 0.50512137523037448 0.53620042320353889 1.026783112022456 0.51867693234219303 0.51654928517468834 0.52299481188310881 1.0124714347998347 2.5241969592706432 0.58279278140058721 1.5213449004950232 1.0216141543980868 1.0081916465947245 0.56332665622146294 17.821836093612351
leaf_count=131 30 81 66 33 612 53 22 148 95 46 82 46 72 92 17 91 9 42 35 82 131 13 39 43 151 24 31 12 23 1682
internal_value=2.48736e-07 -0.000113397 -0.0011105 -0.00277706 7.81419e-05 0.0292086 0.0528071 0.000146869 0.000673615 0.000128358 3.59007e-05 -0.000368111 -9.40529e-05 -0.000722979 0.00100114 -0.000224055 0.000249628 0.00174296 0.000103934 0.000294748 -0.00109317 0.000461599 0.000734319 0.000420806 0.00152296 -1.3801e-05 0.000940318 -0.000225227 -0.000847106 7.14568e-05
internal_weight=42.4421 22.4907 3.62416 1.55849 18.8665 0.00432866 0.00332864 2.06567 1.54202 19.9514 17.9118 6.19719 5.66876 3.6009 2.06786 1.54308 11.7146 1.04132 10.6733 9.6465 1.03523 8.61127 6.1638 5.64081 1.59526 4.04554 2.03961 2.44747 1.43928 18.8622
internal_count=4034 2923 423 114 2500 206 75 309 161 1111 1050 400 318 164 154 137 650 51 599 564 213 351 270 257 190 67 61 81 69 2294
is_linear=0
shrinkage=0.1


Tree=895
num_leaves=31
num_cat=0
split_feature=2 2 1 4 0 2 3 3 0 4 3 3 2 0 0 1 2 3 4 2 4 4 0 2 2 0 3 4 1 0
split_gain=6.63486e-05 0.000191407 0.000766333 0.00196321 0.00163845 0.00194473 0.000694695 0.000606826 0.000290358 0.00016321 0.000455389 0.000206383 0.000404211 0.000357683 0.000181262 0.000784067 0.000441331 0.000163627 0.000722805 0.000126771 0.000122033 0.00026421 0.000155791 0.00104039 0.000348006 0.000386599 0.000219473 0.000213597 0.000461214 0.000206079
threshold=-0.06483499999999999 -0.072524999999999992 61.45546440395001 35.171584490050009 79.532656873050016 -0.13734499999999997 -0.11012 -0.25095999999999996 75.274139194400007 42.622319549950006 0.092835000000000015 0.084565000000000015 -0.088224999999999984 87.48511602295001 86.135510041400025 61.993156030000002 -0.078649999999999984 0.099855000000000027 41.481306584950012 -0.097799999999999984 42.558389508100007 43.157831852650006 94.047642319350018 -0.053159999999999992 -0.037054999999999998 88.098084476650016 0.093325000000000033 41.436838994450007 62.020040611300011 96.163458868000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 14 11 13 19 -11 17 -16 -17 18 -4 -13 22 -22 23 -2 -25 26 -26 28 -28 -24
right_child=20 -3 9 4 -6 -7 -8 -9 -10 10 -12 12 -14 -15 15 16 -18 -19 -20 -21 21 -23 29 24 25 -27 27 -29 -30 -31
leaf_value=0.094475039057445864 0.0047397284576411736 -0.0019357673597439841 5.8200741311977534e-05 -0.051576393785460896 -0.10006094810985677 0.087020054136084934 -0.062434976615297448 0.043807300787632286 0.016757436066749093 0.0029814426517521361 0.0032522427264021271 0.0015752028807080297 -0.0029385005331850058 -0.00074854932926070837 -0.0041860186174231661 -0.00011967372601975001 -0.003038617273199486 -0.00019004473909666324 0.0041108702502333011 -0.00065050011348154722 -0.0024731389845763056 -1.3758535023952833e-05 -0.0019540051545123122 -0.0014347424898073684 -0.0016480248851444758 0.0030348816451090154 7.0587357398501588e-05 -0.00073328999203537489 0.0026614527951268575 9.6884385278643125e-05
leaf_weight=0.0030343061301175952 0.5604193713206741 0.56176494435858515 2.5375163603216726 0.0016037933663039846 0.0013375022084032304 0.002881490812228547 0.0018872807872654107 0.0024981700553183828 0.0010155682148251799 0.52066923372046459 0.53300556427166279 0.51576781023316565 0.52663844175771823 0.50784319167938285 0.53006133098096953 11.227638357927304 0.54303239557151073 4.4032010634510215 0.53242703209555475 0.50792683767954772 0.52859964678603111 2.5156931398594162 0.51951581521535573 1.0331441667899959 0.52728148555812637 0.56882996295580301 2.0637824480127169 1.0236455596798348 1.0300040912115944 8.6084165340094767
leaf_count=76 66 81 152 47 37 15 78 29 9 171 77 80 69 474 23 954 75 45 69 52 107 297 66 38 164 154 42 28 22 437
internal_value=3.27202e-07 -0.000112129 -6.73927e-05 0.0231088 0.00381528 0.0178685 -0.0105776 0.0085468 -0.0250823 -8.18318e-05 0.000591342 4.1377e-05 -0.000687268 0.0011397 -0.00018777 -0.000423761 -0.000254337 0.000200668 0.000761064 0.000470875 0.000139342 -0.000440796 0.000250174 0.00061225 0.000241955 0.000574219 0.000272866 0.000518856 0.000933156 -1.98419e-05
internal_weight=42.4411 23.4618 22.9 0.0142581 0.0112238 0.0098863 0.00700481 0.00511753 0.00261936 22.8857 3.11185 2.57885 1.55033 1.02851 19.7739 12.3007 11.7707 7.47314 3.06994 1.02369 18.9793 3.04429 15.935 6.80711 6.24669 5.21354 4.64471 4.11743 3.09379 9.12793
internal_count=4034 2613 2532 291 215 178 163 85 56 2241 923 846 201 645 1318 1052 1029 266 221 132 1421 404 1017 514 448 410 256 92 64 503
is_linear=0
shrinkage=0.1


Tree=896
num_leaves=31
num_cat=0
split_feature=2 3 3 2 4 4 3 2 3 4 1 2 3 3 0 1 3 3 4 3 3 4 1 4 2 0 4 3 2 4
split_gain=5.86067e-05 0.000223784 0.000404292 0.000134112 0.000116611 0.000369295 0.000354954 0.00100892 0.000469504 0.000211319 0.00016672 0.000146985 9.73174e-05 0.000217553 9.34733e-05 0.00027085 9.24192e-05 0.000518603 0.000360602 0.000329444 0.000309205 0.00037023 0.000297341 0.00302388 0.0045754 0.00289519 0.00150997 0.00051351 0.000280365 0.000913702
threshold=-0.046635000000000003 0.049900000000000007 0.078905000000000017 -0.053159999999999992 42.094663496250007 41.827117825850003 0.10546000000000001 0.035605000000000005 0.10335500000000002 42.388109226950007 62.009286778800011 0.20167500000000002 0.087555000000000022 0.099465000000000012 87.350693116400024 65.611820673600008 0.10546000000000001 0.10932000000000001 40.241071441700008 0.12535000000000004 0.10184000000000003 39.051326806600009 61.853356207250009 37.999598532650005 -0.11572 85.812895065800021 41.770271989050009 1.0000000180025095e-35 -0.23349 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=3 -2 -3 16 5 6 8 -8 10 -6 -4 -9 -11 -14 -12 -16 20 -18 -19 -20 22 -22 23 -1 25 26 -25 28 29 -28
right_child=1 2 4 -5 9 -7 7 11 -10 12 14 -13 13 -15 15 -17 17 18 19 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.079115310871876302 -0.001273815175226951 0.0029827435383585005 0.0017659016099194264 -0.0016864098849172832 -0.0022116296245051343 0.002901825585891543 0.0050104771903513121 -0.0014939621815663719 -0.0030026494849740449 0.00059548546829591049 -0.0007009464841956284 0.00090688833388294528 -0.0022491915815079735 5.121476924854619e-05 0.0023737334205935216 -2.7028189466187286e-05 -0.0034267549454889525 -0.0024508605676992097 0.0017995896084467859 -0.00038930701404389542 0.00018198256464504572 0.0035240366160084117 -6.7207525992478247e-05 -0.082165404099639905 -0.10015146318232998 0.097147871111157844 0.017107951466893725 0.064928626623857469 0.018575735753626539 -0.10002084515242937
leaf_weight=0.0030996206741117248 1.0431224964294941 0.51918820814583 0.57542376921172778 0.51889397434656714 0.50329590918908085 0.52869587743809709 0.55358726464643204 0.5093528465422057 0.50999495607357026 1.5136834250315745 1.5197999304042333 0.51065418712603172 0.51647117205100324 2.0151655061983718 0.51333724846324447 5.5570160303121474 0.52626283318687095 0.53941684037602566 1.0402424249868718 2.0282462085900477 0.86958254903616061 0.53565204087080254 19.471938482746765 0.0027034503448675196 0.0058707370072852436 0.0027766521525336421 0.0017210038977699777 0.0012340127872789708 0.0023537803924948983 0.0010864424695569141
leaf_count=99 323 73 59 27 40 37 34 34 15 115 38 30 115 55 35 265 53 109 47 35 33 45 2126 44 16 2 70 16 15 29
internal_value=3.83471e-07 0.000144925 0.000238321 -9.51557e-05 0.000145353 0.000324546 0.000191599 0.0015734 -5.90351e-05 -0.000279242 0.000124813 -0.000292005 -3.88251e-05 -0.000418084 3.9937e-07 0.000175991 -6.21705e-05 -0.000494177 -6.64198e-05 0.000352747 2.32916e-05 0.00145592 -7.99864e-05 -0.0120168 -0.0279344 0.00776716 -0.0195092 0.00697736 -0.00687837 -0.0282193
internal_weight=42.4399 16.8888 15.8457 25.5511 15.3265 10.7779 10.2492 1.57359 8.67557 4.54862 8.16558 1.02001 4.04532 2.53164 7.59015 6.07035 25.0322 4.13417 3.60791 3.06849 20.898 1.40523 19.4928 0.0208457 0.0177461 0.0118753 0.00909869 0.00639524 0.00516123 0.00280745
internal_count=4034 1268 945 2766 872 547 510 98 412 325 397 64 285 170 338 300 2739 244 191 82 2495 78 2417 291 192 176 174 130 114 99
is_linear=0
shrinkage=0.1


Tree=897
num_leaves=31
num_cat=0
split_feature=3 1 3 3 0 2 1 3 1 2 3 0 1 1 1 4 2 3 4 2 2 3 0 4 4 4 3 1 3 3
split_gain=5.46407e-05 0.000292339 0.000208812 0.000530745 0.000366481 0.000527025 0.000448969 0.000124883 0.000963 0.000384213 0.000157085 0.000337996 0.000368739 0.000453551 0.000302164 0.000187553 0.000179415 0.000118649 0.000291411 0.000596882 0.000260794 0.000248957 0.000687337 0.000135973 0.000404278 0.000389004 0.000313967 0.000211672 0.000205685 0.000152192
threshold=0.41214500000000009 62.079186690200011 0.11531000000000002 0.11148000000000002 86.103248543850015 -0.084275000000000003 61.907125369850007 0.10433500000000002 61.998532946250002 -0.079634999999999997 0.094175000000000023 97.39208423365001 62.095317438950012 61.998532946250002 61.778079379550007 37.73036952315001 -0.070909999999999987 0.08833000000000002 35.050303764500008 -1.0000000180025095e-35 0.15844000000000005 0.08883000000000002 87.278104746850019 41.827117825850003 41.360869295700006 40.890797847750008 0.09117500000000002 75.499969677400017 0.091290000000000024 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=2 -2 3 7 6 -6 -4 10 -9 -10 17 12 13 14 -12 -13 -14 18 19 -1 -21 22 -19 24 25 27 -25 28 29 -23
right_child=1 -3 4 -5 5 -7 -8 8 9 -11 11 15 16 -15 -16 -17 -18 21 -20 20 -22 23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.012131424432073972 0.0017599878738984048 -0.00042930928103715758 -0.00021791945098732077 0.003176654941895131 0.0027057085796100139 -0.00084692105610424803 -0.0044068068654440446 -0.0045101390496808842 -0.00053343367717607274 0.0025291491429766575 9.112462834743725e-05 0.00023274261264311135 0.0012031654895724414 -0.00064897362710012298 0.0025904369489551677 -0.0024708237667867526 0.003770185841669028 -0.0043554934866185694 7.8118671252807637e-05 0.09933432577923372 0.028907550004343103 -0.00018558175838726194 0.00080962354964085278 0.00051996388585896444 0.0026602681107697197 -0.00281034391613181 -0.0029364212970617925 0.0019432082851774017 0.00018048062859228251 -0.0026260832676044932
leaf_weight=0.0020223659507718353 1.019551550128885 1.5180984707971654 0.5014115732242328 0.53274833677745093 0.52561542319972199 2.0314356885240779 0.52250296444750433 0.52202741353903581 1.5152676097478057 0.56140325087219189 0.86899720549992432 0.50253502468682099 0.55068995249766939 2.0350799480402202 1.0910755761906328 0.52431248236830741 0.53852531015678617 0.52579576293965169 18.861962191013504 0.0010467022973596318 0.0010565473407115888 0.5009349376541643 0.50516759109870835 0.52400234859104411 0.52886279379890755 0.52986081587103218 0.5272417682180377 0.52263516911915608 3.5243985746186368 0.52158115408653538
leaf_count=145 20 67 22 63 39 53 25 24 57 81 35 55 119 35 33 112 59 22 2294 16 45 14 90 104 37 38 75 125 81 49
internal_value=3.46297e-07 0.000450285 -2.82697e-05 4.35629e-05 -0.000756818 -0.000116659 -0.00235551 -3.07897e-06 -0.000670658 0.000294499 4.91944e-05 0.000507137 0.000841353 0.00039669 0.00148237 -0.00114771 0.00247234 -5.41639e-05 8.39312e-05 0.0266582 0.0639561 -0.00037148 -0.00182461 -0.000162813 1.74308e-05 -0.000232185 -0.00121355 3.72804e-05 -0.000181792 -0.00143047
internal_weight=42.4378 2.53765 39.9002 36.3192 3.58097 2.55705 1.02391 35.7865 2.5987 2.07667 33.1878 6.11122 5.08437 3.99515 1.96007 1.02685 1.08922 27.0766 18.8661 0.00412562 0.00210325 8.21048 1.03096 7.17952 6.12827 5.59941 1.05124 5.06955 4.54691 1.02252
internal_count=4034 87 3947 3808 139 92 47 3745 162 138 3583 448 281 103 68 167 178 3135 2500 206 61 635 112 523 344 307 179 269 144 63
is_linear=0
shrinkage=0.1


Tree=898
num_leaves=31
num_cat=0
split_feature=1 4 0 4 3 3 2 1 1 4 3 3 0 3 4 1 2 0 2 0 4 4 3 0 3 4 4 2 2 0
split_gain=7.00531e-05 0.000449118 0.0016551 0.00109937 0.000775821 0.00100629 0.000369621 0.000298378 0.000234717 0.000353035 0.000170575 0.000500878 0.00116657 0.000312618 0.000257719 0.000105431 0.00104098 0.000400805 0.000794955 0.000433092 0.000241907 0.000560665 0.000374747 0.00028523 0.000839453 0.000155602 0.000343326 7.93545e-05 0.000572735 0.000370971
threshold=61.987779113750001 34.466665687600006 91.937202686950016 34.41230404325001 0.088555000000000023 0.11531000000000002 -0.102645 65.687097501250022 61.966271448700006 40.633548727200008 0.092075000000000032 0.10249000000000003 86.643628628100018 0.11243000000000002 41.481306584950012 62.052302108850007 -0.63113999999999992 86.382848189450016 -0.089795 86.420486603250012 40.340071172300007 40.563919884450009 0.10507500000000002 86.103248543850015 0.084090000000000012 41.50623664750001 42.899217095850013 -0.06828999999999999 -0.075639999999999999 87.638358136350021
decision_type=2 2 2 2 2 2 2 2 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 7 4 -4 6 -6 -2 10 -10 14 12 -12 -13 -1 20 -17 18 -18 -19 -3 -22 23 24 -23 -25 -27 28 -21 -29
right_child=1 15 3 -5 5 -7 -8 -9 9 -11 11 13 -14 -15 -16 16 17 19 -20 27 21 22 -24 25 -26 26 -28 29 -30 -31
leaf_value=-0.0027829402822846269 -0.044858414864150403 -0.0010092890414314412 0.046556863457074493 0.098199259533163039 -0.023148787349059688 0.037060835462617604 -0.1000331301017085 -0.10013679327593164 0.00022942113308736524 -0.0034689814525045181 0.0053966555474099058 -0.0012001079451928055 -0.0012808250285672475 0.00057841880737767657 -4.825534384326612e-05 -0.039719701591154594 7.585059558044324e-05 0.0029370457425322988 -0.0046458976022511747 -1.6219148085533143e-05 0.0037887225842646016 0.00014454587317351238 -0.0013816697294019402 0.0011858058029666847 0.0050358401317455769 -0.0016149295233856512 0.00098276806913257897 0.0027705698977942847 -0.0033598620682650463 7.6861722147164233e-05
leaf_weight=0.52126107057488202 0.0019653150443707671 1.0308155831166832 0.0017544207282842094 0.0011548644806680386 0.0010371186802099509 0.0013411848978321927 0.0015746743685823468 0.0019406964987496167 0.50102573856628285 0.53232534542463128 0.54196721731623998 1.9224116464247347 0.5057924798456952 2.0339789731727329 1.0169013325814 0.0066039831947070074 1.0277341767567545 0.52035295711312102 0.54598958975444123 10.273363658991293 0.5196943197515792 1.0086449329482432 1.0169428030357037 1.0229590828903385 0.5380356195868784 1.0254130364482992 1.0098256321216466 0.53030272746765739 0.53917408463545058 14.234650429620201
leaf_count=226 33 26 96 4 20 15 50 7 7 82 59 32 14 49 291 40 142 9 134 1532 11 37 34 24 47 23 22 24 62 882
internal_value=3.88741e-07 6.02823e-05 -0.020359 0.00921925 -0.00878542 -0.0333476 -0.0695031 -0.0723234 -0.000275226 -0.00167579 -5.40085e-05 0.000229084 0.00217319 -0.000285768 -0.000975001 6.65916e-05 -2.19487e-05 -1.24746e-05 -0.00156232 8.09824e-05 0.00040827 0.000646199 0.000355697 0.000739377 0.00184605 0.000179676 -0.000326028 2.28781e-05 -0.000182952 0.00017361
internal_weight=42.4369 34.8613 0.0107683 0.00686226 0.0057074 0.00395298 0.00261179 0.00390601 7.57566 1.03335 6.54231 5.00415 1.04776 3.95639 1.53816 34.8505 27.6782 27.6716 1.57372 26.0978 7.17233 6.14152 5.62182 4.60488 1.54668 3.0582 2.03524 25.5775 10.8125 14.765
internal_count=4034 3274 225 185 181 85 70 40 760 89 671 154 73 81 517 3049 2825 2785 276 2509 224 198 187 153 84 69 45 2500 1594 906
is_linear=0
shrinkage=0.1


Tree=899
num_leaves=31
num_cat=0
split_feature=3 1 3 3 0 2 1 3 0 2 4 3 2 3 3 4 3 2 3 0 0 2 0 2 0 3 3 1 0 0
split_gain=7.08762e-05 0.000308505 0.000183454 0.000471691 0.00030419 0.000418271 0.000360392 0.00010231 9.24057e-05 8.91014e-05 0.00140235 0.00158646 0.000537821 0.000607368 0.000190026 0.00105216 0.00194697 0.00130007 0.00130445 0.000170676 0.00031351 0.000289259 0.000141063 0.000980545 0.000358498 0.00023462 0.000269179 0.000175835 0.00024635 0.000261708
threshold=0.41214500000000009 62.079186690200011 0.11531000000000002 0.11148000000000002 86.103248543850015 -0.084275000000000003 61.907125369850007 0.11002000000000002 88.098084476650016 -0.078649999999999984 34.883496062400006 0.076835000000000028 -0.075639999999999999 0.10371000000000001 0.10433500000000002 35.419594101850009 0.097970000000000015 -0.10423499999999999 0.094375000000000028 85.705356740550016 86.103248543850015 -0.23369999999999999 85.764502819450016 -0.071864999999999998 85.242941942100018 0.10220000000000003 0.096315000000000026 62.009286778800011 87.48511602295001 89.953120586650016
decision_type=2 2 2 2 2 2 2 2 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 7 6 -6 -4 9 -7 14 11 -11 -12 22 15 16 17 18 -1 -17 21 -21 24 -24 -14 26 27 -25 -29 -30
right_child=1 -3 4 -5 5 8 -8 -9 -10 10 12 -13 13 -15 -16 19 -18 -19 -20 20 -22 -23 23 25 -26 -27 -28 28 29 -31
leaf_value=-0.041573304418555751 0.0018575966247935572 -0.00039089326370357077 -0.0002540298224456164 0.0029910834278531304 0.0023862322020633724 -0.0014559482186154854 -0.0040052404743487948 -0.0014113677821665344 -0.00010731049852454737 0.026757382509223035 0.0032862311073765848 -0.090150022453871048 -4.9175006634667136e-05 0.003272056478796085 -0.0012166362972246293 -0.0018432849213545601 0.095740300888674523 -0.071216808116907365 0.072978765697639725 -6.4034256762424165e-05 -0.00012853686081208473 0.0032705100825119898 -0.0043675018003915258 0.0017861440342584137 0.003013527923589253 -0.0020657396664196413 0.0022871489540498406 -0.0010651417255606013 0.0023080688221198994 2.1243928820629556e-05
leaf_weight=0.0015876960660161426 1.0202095053682576 1.5184045863125972 0.50129121936879639 0.53192804611928934 0.52447348085144208 1.0156131658150118 0.52365136125407474 0.51263872237910746 1.01659427476675 0.0017335335744507281 0.54169711526031861 0.003513182354456957 1.413174411265987 0.57854887883497141 1.5230431160779616 0.52306362550073693 0.003268046508819053 0.0018022519022179795 0.0026587704487610608 0.50080849253572524 14.279132343219768 0.54134309768187339 0.52626200226659925 0.53866497272382474 0.52386486481305805 0.51604819605302132 0.54352691738581427 2.04061017853354 0.52642068582744883 10.139463147185811
leaf_count=153 20 67 22 63 39 15 25 27 38 55 119 64 214 75 55 464 9 22 10 4 1422 70 38 42 35 13 74 57 61 662
internal_value=3.84317e-07 0.000512722 -3.22158e-05 3.51276e-05 -0.000715024 -0.00013152 -0.00217055 -8.81393e-06 -0.000781304 1.15716e-05 0.000168201 -0.0515234 0.000183363 8.64666e-05 -0.000149716 -4.72187e-05 0.0335482 -5.3336e-05 0.0301493 -6.69735e-05 -6.33078e-06 0.00166809 -2.34461e-05 -0.000128267 0.000779121 2.76913e-05 0.000106039 1.65352e-05 -5.84836e-05 0.000134111
internal_weight=42.435 2.53861 39.8964 36.3148 3.58162 2.55668 1.02494 35.7829 2.03221 35.2702 17.8935 0.00524672 17.8883 17.3466 17.3767 15.8537 0.00931676 0.00604872 0.00424647 15.8443 15.3213 1.04215 16.768 14.831 1.93704 14.3047 13.7887 13.2452 12.7065 10.6659
internal_count=4034 87 3947 3808 139 92 47 3745 53 3718 1509 119 1390 1271 2209 2154 194 185 163 1960 1496 74 1196 947 249 909 896 822 780 723
is_linear=0
shrinkage=0.1


Tree=900
num_leaves=31
num_cat=0
split_feature=3 1 3 3 0 2 1 3 3 0 3 0 4 4 4 1 4 4 0 3 4 0 3 4 4 4 1 1 2 0
split_gain=5.74253e-05 0.000250249 0.000148507 0.000382907 0.0002459 0.000339167 0.000290721 8.27964e-05 0.000107537 0.000614684 0.000330223 0.000103646 0.000378516 0.00547058 0.0029684 0.000254456 0.00012732 0.000230741 0.000138817 0.000131031 0.000104466 0.000103325 0.000114134 0.000109509 0.000454551 0.00100683 0.000624286 0.000277328 0.00019743 0.000163037
threshold=0.41214500000000009 62.079186690200011 0.11531000000000002 0.11148000000000002 86.103248543850015 -0.084275000000000003 61.907125369850007 0.11002000000000002 0.10661000000000002 86.329079026800017 0.10507500000000002 86.135510041400025 41.385032804600009 41.685324604100011 41.535369675400013 61.987779113750001 39.861052345600008 40.159267750750011 84.226704768850013 0.094175000000000023 41.243661560350013 86.329079026800017 0.087555000000000022 42.066503896600004 41.481306584950012 41.872294782850005 62.020040611300011 62.068432857650002 -0.091179999999999997 87.638358136350021
decision_type=2 2 2 2 2 2 2 2 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 7 6 -6 -4 8 10 -10 11 12 16 14 -14 -15 18 -18 -1 20 -19 22 -13 24 26 -26 -23 -28 -27 -25
right_child=1 -3 4 -5 5 -7 -8 -9 9 -11 -12 21 13 15 -16 -17 17 19 -20 -21 -22 23 -24 29 25 28 27 -29 -30 -31
leaf_value=2.4619210595233922e-05 0.0016740381988542101 -0.00035171212427930756 -0.00022858646284517568 0.0026976286630670532 0.0021511832731168031 -0.00070278253234829153 -0.0035956343765030396 -0.0012690358462390796 -0.0014703727650939242 0.003374713138662098 -0.002507264003306016 1.0176577451496724e-05 0.012485123605851684 -0.00064302066604053772 0.078855495331787248 0.0024589665611072556 -0.0015725923346268272 -0.00087195971644647729 0.0020351400224535945 0.0016173229679770501 0.00056763848564336491 0.0034216016733208247 -0.0020900551094055831 0.00093932724169901161 -0.0052025117597398942 0.00021436395699384899 -0.001668544655330062 3.6923553131588836e-05 -0.0020457413495906795 -3.530686065575494e-05
leaf_weight=0.8692238992547463 1.0189383744657303 1.5187951675030882 0.50137604999235763 0.53087360192916477 0.52364853834890146 2.0332386219836858 0.52490529684395426 0.51309988239799409 0.51183655332269584 0.53611753054375355 0.52562124287565026 0.51559746568091458 0.013126837246887013 0.51437207843073174 0.01384703608535176 0.54424456241640362 1.0131471124697742 1.0116709367167835 0.56771619191817946 0.52620520341338295 1.0046327142892151 0.52825378360468178 0.51941760212503141 2.5876856643899746 0.54576038640883728 1.5098939537132836 1.0192428485097469 14.774866333013582 0.51948409640320026 5.0971223866711037
leaf_count=211 20 67 22 63 39 53 25 27 24 44 41 27 11 295 32 239 15 99 42 23 12 23 19 131 122 28 32 1194 54 1000
internal_value=4.05768e-07 0.000461657 -2.89337e-05 3.16716e-05 -0.000643128 -0.000118293 -0.00195071 -7.88126e-06 1.04662e-05 0.0010083 -2.00905e-05 1.87073e-05 0.000392555 0.00208489 0.0465563 0.00095174 2.45744e-05 -0.000296455 0.00081895 0.000212064 -0.000154673 -6.35713e-05 -0.00104382 -2.54043e-05 -0.000154837 -0.00138959 3.99674e-05 -7.31356e-05 -0.000364182 0.000292879
internal_weight=42.434 2.53773 39.8962 36.3131 3.58317 2.55689 1.02628 35.7822 35.2691 1.04795 34.2211 33.6955 6.07819 1.08559 0.0269739 1.05862 4.9926 3.55566 1.43694 2.54251 2.0163 27.6173 1.03502 26.5823 18.8975 2.57514 16.3224 15.7941 2.02938 7.68481
internal_count=4034 87 3947 3808 139 92 47 3745 3718 68 3650 3609 979 577 43 534 402 149 253 134 111 2630 46 2584 1453 204 1249 1226 82 1131
is_linear=0
shrinkage=0.1


Tree=901
num_leaves=31
num_cat=0
split_feature=1 4 0 3 0 3 4 4 3 2 3 4 0 1 2 1 0 3 0 1 1 0 0 0 0 1 3 0 2 2
split_gain=7.41625e-05 0.000338475 0.00122461 0.000529395 0.000790345 0.000682748 0.000228249 0.000544439 0.000401022 0.000391232 0.000379394 0.000324552 0.000218878 0.00011086 0.000202326 8.61409e-05 0.00029532 0.000129531 0.000185023 0.000128553 0.00022773 0.000121264 0.00118694 0.000989738 0.000392574 0.000145482 0.000145181 7.43957e-05 0.000667944 0.000541163
threshold=61.987779113750001 34.466665687600006 91.937202686950016 0.094725000000000018 94.114853772600014 0.11531000000000002 40.563919884450009 41.092444989200011 0.092075000000000032 -0.082334999999999992 0.10249000000000003 42.488347682450005 86.054856297550018 62.00390986255001 -0.077085000000000001 62.020040611300011 85.812895065800021 -0.24532499999999999 86.692020874450009 62.025417527550012 62.036171360100006 86.382848189450016 86.479632682150012 86.103248543850015 86.643628628100018 62.068432857650002 0.10111000000000002 91.066142252700018 -0.028049999999999999 -0.59502499999999992
decision_type=2 2 2 2 2 2 2 2 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 -5 8 -8 -1 11 -10 12 -9 14 -3 -15 -17 18 -18 -19 -21 23 -23 26 -24 -26 -22 28 -27 -29
right_child=1 13 3 5 -6 -7 7 9 10 -11 -12 -13 -14 15 -16 16 17 19 -20 20 21 22 24 -25 25 27 -28 29 -30 -31
leaf_value=-0.0023548226702236157 -0.066151969138821431 -0.00022847431948338202 0.10000939396088754 -0.059798784673619293 -0.0025553045267877115 0.033891064710983437 -0.0038674278326783825 0.00061773752937091823 0.0022380293439746663 -0.0028154925291975484 -5.4087283934303755e-05 0.0023720261383922015 -0.0014584097881182676 -0.00070837734808619197 0.0017581639693727261 0.0023802350258883033 -0.0024169949455485952 0.0011687053013106827 -0.00020262592086629975 -0.002058849152489045 0.0020022730660235644 0.0047216323905228735 -0.0026964409714586644 -0.004356941505003523 0.0017530234920167564 4.7707748207124128e-05 -6.2104912967775747e-05 0.019324610520787228 0.0036688321519080442 -9.0939776811506252e-05
leaf_weight=0.51771000260511035 0.0034835739666324644 1.0092883152979655 0.0012109864801459476 0.0018853424083002841 0.0019792944478498379 0.0013240682279160865 0.51549986769253342 1.020173975514383 1.029298010229269 0.53529882572517484 2.4198335318578756 0.52572832437758732 1.0110325286732402 1.5359423514922657 1.0417960898030134 0.5385068591805745 0.50392294225457779 1.0309429781627866 1.502087052814443 0.51157540948043134 0.51432009956897617 0.55094342221855441 0.51761773379257903 0.5372824808318909 0.51295527126058615 7.1514963622706755 1.0089777489347396 0.01436889343004466 0.54845896189213483 15.818235848502022
leaf_count=190 40 31 6 34 130 15 95 34 33 197 48 155 8 49 36 214 10 21 150 19 42 27 17 37 25 282 16 95 92 1886
internal_value=4.94975e-07 6.21209e-05 -0.0184413 0.0075293 0.0363768 -0.0211463 -0.000283111 -0.000858724 0.000240393 -0.000357149 0.000629932 0.000157509 -0.000415664 6.73686e-05 0.000780588 2.27656e-05 5.86879e-05 1.79965e-05 -0.00075889 7.22652e-05 3.14374e-05 7.0788e-05 0.000131297 -0.000666687 2.83371e-05 8.69923e-05 0.000634903 5.06767e-05 0.000305636 -7.33192e-05
internal_weight=42.4332 34.8586 0.00988327 0.00639969 0.00319028 0.00320941 7.57458 3.60773 3.96684 3.09223 3.44913 2.55693 2.03121 34.8487 2.05108 32.7976 31.2617 30.7232 2.00601 28.7172 27.6862 27.1747 25.1141 2.06058 24.5631 24.0455 1.5233 23.5326 7.69996 15.8326
internal_count=4034 3274 225 185 136 49 760 489 271 394 81 197 42 3049 67 2982 2933 2719 160 2559 2538 2519 2424 95 2397 2380 58 2355 374 1981
is_linear=0
shrinkage=0.1


Tree=902
num_leaves=31
num_cat=0
split_feature=1 3 4 4 4 2 4 3 3 2 1 0 2 0 4 2 4 0 0 2 4 0 4 4 4 4 2 4 3 0
split_gain=6.00402e-05 0.000332476 0.000448659 0.00018475 0.000439503 0.000359293 0.000391849 0.000324499 0.000307941 0.000277513 9.61479e-05 0.000431062 0.000730489 0.000409 0.000220536 0.000906422 0.000204925 0.00041621 0.000509089 0.00039866 0.000140182 0.000101335 0.000369154 0.000115719 9.39652e-05 7.84266e-05 0.000379409 0.0123712 0.00204146 0.00478403
threshold=61.987779113750001 -0.27628999999999998 32.724174661450007 40.563919884450009 41.092444989200011 -0.086139999999999994 43.218894539100006 0.092075000000000032 0.10249000000000003 -0.08854999999999999 62.052302108850007 86.382848189450016 -0.089795 86.420486603250012 33.151194885250007 -0.63113999999999992 41.919251152600005 85.963448721100022 86.479632682150012 -0.083064999999999986 41.481306584950012 86.643628628100018 33.96174662340001 34.654301448200009 43.018222997350009 42.686561923500008 -0.02903 43.047778594550003 0.08376500000000002 97.39208423365001
decision_type=2 2 2 2 2 2 2 2 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 7 -5 9 -7 -1 -9 -6 16 12 20 -13 -15 -16 17 -4 -19 24 -12 -17 -23 -24 -18 -25 27 -27 -29 -30
right_child=1 2 10 4 5 6 -8 8 -10 -11 11 13 -14 14 15 21 19 18 -20 -21 -22 22 23 25 -26 26 -28 28 29 -31
leaf_value=-0.0021160339947761827 -0.04879992587031122 -0.051603639375009829 -1.7632540307899726e-05 -0.0034718873957829202 -0.00070911358407276318 -0.0036915090534607614 0.00018560659645336288 0.0020174321990315785 -4.867422444492135e-05 0.0016187803367797527 -0.001226216574714683 0.0028492614881981985 -0.0045870320619131773 0.041478636973530374 -0.037398083578389883 -0.0013327388850470291 -0.00020121981590057278 0.0033830268371520785 0.00024852270433942748 -0.0028488020998371738 0.0011091352275656012 -0.039621735495025123 0.01910107494442265 0.00012040142256272116 0.0014648974819657355 -0.090286288937289474 9.9763640121299568e-05 0.0010582953540753078 -0.059138261591457998 0.044323208313930051
leaf_weight=0.5184763771326163 0.0013928666271202364 0.0016809731517558593 3.0584394040598886 0.51673635573855881 1.0299648141367743 0.54315086750058394 0.50123540132314914 1.0277489102946051 2.4199140714135865 1.0185063657891098 0.5152720848429555 0.51998719917947056 0.54605743900235237 0.0012827789581021367 0.0064742634932234413 0.53911883864022669 1.0093939988201444 1.0376770888688045 1.0349275189828402 0.52075742577233075 0.51286456696257332 0.00234498880908418 0.0031901574572888993 21.965721196864919 0.50928582626261221 0.015701512484229685 2.5212850734175927 0.51166285009500878 0.015865176454809671 0.0062220411305000658
leaf_count=190 64 123 40 95 175 155 51 33 48 13 29 9 131 11 35 21 30 23 34 61 120 36 43 1550 34 55 184 454 81 106
internal_value=5.02345e-07 5.59576e-05 5.79099e-05 -0.000254652 -0.0007723 -0.000321269 -0.00183075 0.000216461 0.000567232 0.000448323 6.04015e-05 -2.4129e-05 -0.00163117 7.27653e-05 1.63446e-05 1.42659e-05 0.000386748 0.000723783 0.00181785 -0.000461202 -6.12749e-05 2.37345e-05 5.29375e-05 5.66531e-05 0.000357509 5.42264e-05 -0.000419139 -0.00280024 -0.000226637 -0.0299928
internal_weight=42.4323 34.8566 34.8552 7.57573 3.60959 3.09286 1.04439 3.96614 3.44766 2.04847 34.8535 27.6831 1.57419 26.1089 25.5889 25.5876 7.17048 5.13104 2.0726 2.03944 1.02814 25.5811 25.042 25.0396 1.51868 25.0365 3.07074 0.549452 0.53375 0.0220872
internal_count=4034 3274 3210 760 489 394 206 271 81 188 3087 2865 280 2585 2576 2565 222 97 57 125 149 2530 2509 2473 64 2430 880 696 641 187
is_linear=0
shrinkage=0.1


Tree=903
num_leaves=31
num_cat=0
split_feature=3 1 3 3 1 0 4 3 1 2 3 0 1 1 2 4 1 1 4 0 0 4 1 2 4 2 0 3 0 0
split_gain=5.782e-05 0.000238275 0.000142982 0.000513701 0.000267537 0.00119295 0.00022825 9.05618e-05 0.000983644 0.000309638 0.00012641 0.000275424 0.000304579 0.000391615 0.000234617 0.0002116 0.000208506 0.000194111 0.000459696 0.00200398 0.000982317 0.000182402 7.99605e-05 0.00163616 0.00598429 0.00324727 0.00296274 0.00225558 0.00363233 0.00211027
threshold=0.41214500000000009 62.079186690200011 0.11531000000000002 0.11148000000000002 61.966271448700006 88.098084476650016 41.092444989200011 0.10433500000000002 61.998532946250002 -0.079634999999999997 0.094175000000000023 97.39208423365001 62.095317438950012 61.998532946250002 -0.070909999999999987 37.73036952315001 61.778079379550007 61.93938686740001 34.883496062400006 94.114853772600014 92.313586825200005 43.182896969600009 76.830756451950009 0.061925000000000015 38.625745710700009 -0.078504999999999991 102.03236296680001 0.087475000000000011 101.55650587770002 101.18549865570002
decision_type=2 2 2 2 2 2 2 2 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 7 -4 -6 -7 10 -9 -10 17 12 13 16 -14 -13 -12 21 19 20 -19 -1 -20 24 -24 26 27 28 -26 -27
right_child=1 -3 4 -5 5 6 -8 8 9 -11 11 15 14 -15 -16 -17 -18 18 22 -21 -22 -23 23 -25 25 29 -28 -29 -30 -31
leaf_value=-0.0026969379604987625 0.0016463782376226371 -0.00033039912753304217 0.00012764021056296923 0.0031138894214463933 -0.005481401413259813 -0.0011086581376350592 0.0018640050710483328 -0.0044655496856990202 -0.00035081962944463871 0.0024003654222125264 0.00019310513150934958 0.00041185141666679002 0.00077088044891649105 -0.00063329356800306672 0.003709864402453353 -0.0024591057678067848 0.0022701886702235518 -0.031146739098224508 -5.5984340868905277e-05 -0.10009259084914442 0.10000877855244134 -4.8481508193535192e-05 -0.10024587261843393 0.00019896372217995193 -0.064066417752919103 -0.014603162770010456 -0.080295796621993321 0.058331602999023104 0.095533157845369407 0.08032650577541442
leaf_weight=0.53222366063359128 1.0187266116715803 1.5189354172498575 2.021543730677875 0.53235135449280946 0.52810867541194273 0.52244755638612239 0.51086988761192265 0.52178994814494029 1.5170001833883342 0.56013766886431482 0.86935279715898106 0.50303551647912026 0.54845640010811469 2.0350898533397412 0.53813000701931601 0.52428946920172148 1.088306320806623 0.0011568418307932996 23.968166010434299 0.0022019476555366489 0.00112775217712624 0.50848454123373976 0.0037045568572480611 2.0164330137278541 0.0050124103134453453 0.0028005444680042338 0.0033780288045986316 0.0083290114998817444 0.0019930116541218013 0.014293087388135339
leaf_count=348 20 67 34 63 32 56 17 24 57 81 35 55 119 35 59 112 33 38 1418 144 6 169 115 184 68 17 432 16 4 176
internal_value=3.25632e-07 0.000463164 -2.91184e-05 3.03564e-05 -0.000631793 -0.00161502 0.00036102 -1.55283e-05 -0.000583986 0.000391087 2.90033e-05 0.000439979 0.000742009 0.000338045 0.00222641 -0.00105333 0.0013478 -6.37102e-05 -1.01644e-05 -0.0320169 0.033596 -0.00140292 -4.64646e-06 0.00059385 0.0207469 0.0332651 0.00448229 0.0231581 -0.018661 0.0647737
internal_weight=42.4279 2.53766 39.8902 36.3072 3.58297 1.56143 1.03332 35.7749 2.59893 2.07714 33.176 6.10666 5.07934 3.99275 1.08659 1.02732 1.95766 27.0693 26.0286 0.00448654 0.00228459 1.04071 26.0241 2.05594 0.0395107 0.0358061 0.0187125 0.0153344 0.00700542 0.0170936
internal_count=4034 87 3947 3808 139 105 73 3745 162 138 3583 448 281 103 178 167 68 3135 2618 188 44 517 2430 1012 828 713 520 88 72 193
is_linear=0
shrinkage=0.1


Tree=904
num_leaves=31
num_cat=0
split_feature=2 2 4 4 0 4 4 0 1 2 0 2 1 0 1 3 4 3 2 1 4 1 0 1 0 0 1 0 3 1
split_gain=6.78606e-05 0.000216457 0.000177639 0.000455855 0.000716925 0.000250611 0.000176119 0.000173713 0.000651381 0.000480669 0.000353695 0.000156924 0.00016522 0.000199729 0.000152785 0.00241324 0.0052667 0.00220207 0.00191033 0.00125238 0.00177264 0.000145602 0.00156072 0.00463248 0.000127587 0.000866916 0.000511413 0.00069006 0.000352792 0.000121091
threshold=-0.06483499999999999 -0.072524999999999992 42.622319549950006 43.084235337800003 86.20003303655001 42.402981339000007 42.283941020600004 85.925810307250018 61.993156030000002 -0.075639999999999999 86.20003303655001 -0.086139999999999994 62.025417527550012 85.705356740550016 62.009286778800011 0.084565000000000015 43.384297312450009 0.088555000000000023 -0.097799999999999984 62.181348099150007 43.572676689450006 75.499969677400017 99.470262368500016 75.951630643300021 86.329079026800017 86.479632682150012 62.020040611300011 85.963448721100022 0.10249000000000003 62.052302108850007
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 11 -9 10 -10 12 13 -1 -5 -16 -17 19 -19 -18 -21 29 23 -23 26 -26 27 28 -2 -12
right_child=24 -3 3 14 -6 -7 -8 8 9 -11 21 -13 -14 -15 15 16 17 18 -20 20 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0013058883952261138 0.00073529080849852409 -0.0020551952612446012 -0.00039656055003885047 0.00027303267840747168 0.0047869863270662907 -0.0023405956999074996 0.0017130480993922022 -0.0022963133726066117 0.0025927697468463634 -0.0030541677492473842 0.00064854171909633997 -0.00029790132190980826 0.0024154420100335966 0.00090044061113881541 -0.00022538027096516183 -0.088097829802755157 -0.10019611317461573 -0.0060178446335013708 0.087568363412438288 0.099320820485345504 -0.057886990029196318 0.065940112301243303 0.00041981423275310636 -0.029615044922471481 0.0042060410594388382 0.00010412944635564164 -0.0032384979579848506 0.0032673374871879015 -0.0028687416084585229 -0.00032220778384491056
leaf_weight=0.51504434823943324 0.52398950821527346 0.5603465529911017 0.51115443427553786 1.51613175668793 0.55819770627759269 0.52099009218754844 0.51141035243371646 1.5402457070740627 0.51368875513436485 0.5293190433874998 1.5086194016985217 2.3935020640253271 0.51570964694959887 2.0174843741697259 0.50686225088758508 0.010008459002307735 0.0022653809023722724 0.0046774199283134976 0.0040869325613783758 0.0011052835161535768 0.0020430421730722736 0.012809905849849201 0.51898004859601388 0.008400594899116931 0.53207189070599525 16.28107867978472 0.54279569374095826 0.53006215803270595 0.56390342094944756 8.6682772722941994
leaf_count=279 200 81 55 155 135 76 22 35 28 36 10 28 43 15 555 36 3 39 10 4 55 16 435 37 20 1031 106 27 37 425
internal_value=3.7216e-07 -0.000113388 -6.58549e-05 0.000635848 0.00230923 -0.000176446 -0.000117885 -0.000167845 -0.000362581 -0.000109315 2.94789e-05 0.000308114 0.000783961 0.000451736 -0.000238249 -0.00169795 -0.0325576 0.00664885 0.0376226 -0.0434952 -0.002696 -9.33841e-05 0.00150646 0.0280947 0.000140978 0.000233939 -0.000582371 0.000308713 -0.00113284 -0.000178304
internal_weight=42.4253 23.4514 22.891 3.11653 1.06935 19.7745 19.2535 18.7421 13.3003 11.7601 11.2308 5.44174 3.04824 2.53253 2.04718 0.531049 0.0241865 0.0141781 0.00876435 0.00541371 0.00314833 10.7171 0.540191 0.0212105 18.9739 16.8132 2.16075 1.61796 1.08789 10.1769
internal_count=4034 2613 2532 1047 190 1485 1409 1387 1022 987 951 365 337 294 857 702 147 111 49 62 59 923 488 53 1421 1051 370 264 237 435
is_linear=0
shrinkage=0.1


Tree=905
num_leaves=31
num_cat=0
split_feature=3 1 3 3 0 2 1 3 3 3 1 0 3 0 1 1 2 1 4 3 4 3 3 2 4 4 3 4 1 3
split_gain=6.10885e-05 0.000232107 0.000117472 0.000414442 0.000269232 0.000346929 0.000266094 0.000102819 9.76406e-05 0.000154876 0.000886455 0.000464014 0.000154458 0.000257644 0.000249156 0.000347411 0.000214677 0.000209737 0.000171739 0.000143753 0.00029129 0.000458253 0.000198775 0.000596775 0.000131286 0.000463279 0.000329196 0.000275586 0.000162261 0.00012963
threshold=0.41214500000000009 62.079186690200011 0.11531000000000002 0.11148000000000002 86.103248543850015 -0.084275000000000003 61.907125369850007 0.11002000000000002 0.10932000000000001 0.10433500000000002 62.068432857650002 100.69082235970002 0.094175000000000023 97.39208423365001 62.095317438950012 61.998532946250002 -0.070909999999999987 61.778079379550007 37.73036952315001 0.08833000000000002 35.050303764500008 0.084565000000000015 0.08883000000000002 -0.097294999999999993 41.827117825850003 41.360869295700006 0.09117500000000002 40.890797847750008 75.499969677400017 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=2 -2 3 7 6 -6 -4 8 9 12 -11 -12 19 14 15 17 -16 -14 -15 20 21 -1 23 -21 25 27 -26 28 -24 -22
right_child=1 -3 4 -5 5 -7 -8 -9 -10 10 11 -13 13 18 16 -17 -18 -19 -20 22 29 -23 24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00099484727221713131 0.001643950304408105 -0.00030704190988772731 -0.00029664955072932392 0.0027967174710649182 0.002267517490469113 -0.00061825133958472308 -0.0035185157583094775 -0.0014235897257318187 0.0013785166512150591 -0.0043091103636847703 0.0027392039266479341 -0.0014779530927574768 0.00020349570886061099 0.00036035307863819507 0.00072644352980175619 -0.00050393606317360509 0.0035388021812770795 0.0022866269001816509 -0.0022253755863230252 0.00074013293073597343 -5.8789807746202965e-06 0.074257758754318712 -0.00029089750278036365 -0.0040723723791204793 0.00050622901218718775 0.0027700630163813465 -0.0030346750618518974 -0.0024950987101740457 0.0015728362271817998 0.00094261242449315136
leaf_weight=0.0022887264634081301 1.0186842539835641 1.5191466120545061 0.50113689209456536 0.53119657459845271 0.52390468512964217 2.0339667108451067 0.52477805511942677 0.51235276442238742 0.50881719599601538 0.53175213293820855 0.54122125894770912 0.50376441057194443 0.86938884271937711 0.50286297630183618 0.54825384060181492 2.0367386683137738 0.53753657412827982 1.0884323130076152 0.52507431624902323 0.50386283950802113 17.283808294361872 0.0013617251662262683 4.5428147419991634 0.52736367263307815 0.52367117903711846 0.52885691480033603 0.52657114716893805 0.53039786024183389 0.52067986168234348 1.5719708087657043
leaf_count=183 20 67 22 63 39 53 25 27 13 33 56 33 35 55 119 35 59 33 112 15 2144 23 144 97 104 37 75 38 125 150
internal_value=3.63395e-07 0.000476086 -2.99063e-05 2.40168e-05 -0.000576106 -2.71865e-05 -0.0019447 -1.7159e-05 3.27892e-06 -1.68584e-05 -0.000985201 0.000706206 2.91691e-05 0.000483376 0.000775514 0.000410401 0.00211874 0.00136159 -0.000960447 -7.33458e-05 7.86632e-05 0.0283241 -0.000422776 -0.00172096 -0.000236143 -5.89567e-05 -0.00126911 -0.000326417 -9.92495e-05 7.3195e-05
internal_weight=42.4227 2.53783 39.8848 36.301 3.58379 2.55787 1.02591 35.7698 35.2575 34.7487 1.57674 1.04499 33.1719 6.10829 5.08035 3.99456 1.08579 1.95782 1.02794 27.0636 18.8594 0.00365045 8.20422 1.03123 7.17299 6.12275 1.05024 5.59389 5.06349 18.8558
internal_count=4034 87 3947 3808 139 92 47 3745 3718 3705 122 89 3583 448 281 103 178 68 167 3135 2500 206 635 112 523 344 179 307 269 2294
is_linear=0
shrinkage=0.1


Tree=906
num_leaves=31
num_cat=0
split_feature=1 3 4 0 2 2 2 1 0 3 3 0 3 3 0 2 2 0 0 0 0 1 2 3 0 3 4 0 0 3
split_gain=7.6206e-05 0.000312831 0.000394474 0.00087883 0.000539819 0.000931297 0.000327728 0.000252951 0.00025292 0.000173462 0.000894611 0.000251854 0.000231526 0.000849889 0.000183229 0.00292535 0.00428066 0.00346624 0.00163564 0.00029381 0.000352854 0.000207193 0.000120008 0.000374393 0.000976606 0.000367555 0.000587238 0.000226938 0.000326549 0.00020142
threshold=61.987779113750001 -0.27628999999999998 34.466665687600006 91.937202686950016 -0.102645 0.10957500000000002 0.20167500000000002 61.966271448700006 85.791387400750025 0.11243000000000002 0.10371000000000001 86.83719761350001 0.092075000000000032 0.10249000000000003 86.479632682150012 -0.054619999999999995 -0.091919999999999988 85.963448721100022 85.732241321850012 76.451683855550016 77.693751511800016 61.622148808000013 -0.037054999999999998 0.096515000000000031 87.638358136350021 0.11531000000000002 40.280372415600006 85.812895065800021 85.667718326750006 0.094725000000000018
decision_type=2 2 2 2 2 2 2 2 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 -3 -5 -6 -7 9 -9 10 11 12 14 -14 15 16 17 18 19 -1 -21 -22 25 -24 -25 27 -27 28 -4 -29
right_child=1 2 22 4 5 6 -8 8 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 20 21 -23 23 24 -26 26 -28 29 -30 -31
leaf_value=-0.014633826814180219 -0.048600605829042208 -0.062066916338272604 -0.00036978679725071899 0.041159129627824018 -0.10003515086309611 0.05130548549326959 -0.024645346111197008 -0.00013886929503029407 -0.0032701744660982262 0.0007086198198985403 -0.0043136853004719315 -0.0019703204685196799 0.0044931380397494076 -0.00016740068572543255 0.00028362308201116331 -0.00049683950531648235 -0.10013395056598427 -0.10009175020377364 0.10006945327192188 0.060496697936509705 -0.028787043151431626 0.030396097863485402 -0.00010809105363459621 0.0050065063713936719 0.00050065588339121459 -0.0042538831638802557 0.00047593016890485631 8.1902644496999609e-05 0.0031620427832946803 -0.00079080612448905688
leaf_weight=0.0048645899876696985 0.001320952099859051 0.0032843004996379 0.50600899343616379 0.0022365061124435814 0.0010546142888812659 0.0011464672283221233 0.0011262367786492034 0.5038888350176689 0.52848986003664322 2.0355334163010852 0.5178957664847984 0.51030852028998186 0.54267537098723462 1.4025691531787743 1.002442965058435 0.50783917775090859 0.0073436723116628846 0.003038845519768075 0.0020972208585590133 0.0014877419414318638 0.0012866843450094478 0.0010948890878808015 7.6330004458830709 0.54536989769537303 4.0768779548997403 0.5260260638489298 0.52396947036558972 17.36545331243731 0.54240289979273371 3.1197382347957854
leaf_count=232 64 33 149 63 54 10 51 65 24 49 21 20 60 11 9 171 33 7 1 11 38 8 690 45 140 62 44 1493 52 324
internal_value=3.8926e-07 6.28683e-05 6.47129e-05 -0.0210472 0.00316647 -0.0223708 0.0136681 -0.000287129 -0.00174183 -5.7512e-05 -0.000403684 0.000104203 0.000408698 0.00113277 -0.000510996 -0.00201663 -0.0383993 -0.005713 0.0207665 0.00172391 0.0222892 -0.00157857 7.00748e-05 0.000322021 0.00103229 -6.66469e-05 -0.00189361 2.24372e-05 0.00145743 -5.10042e-05
internal_weight=42.4219 34.849 34.8477 0.00884812 0.00556382 0.00332732 0.0022727 7.57286 1.03238 6.54048 4.50494 3.98705 3.47674 1.94524 1.5315 0.529053 0.0212136 0.01387 0.0108311 0.00873391 0.00386932 0.00238157 34.8388 12.2552 4.62225 22.5836 1.05 21.5336 1.04841 20.4852
internal_count=4034 3274 3210 211 178 115 61 760 89 671 622 601 581 71 510 501 330 297 290 289 57 46 2999 875 185 2124 106 2018 201 1817
is_linear=0
shrinkage=0.1


Tree=907
num_leaves=31
num_cat=0
split_feature=2 3 3 1 1 1 4 3 3 1 3 2 2 1 0 3 3 4 0 3 1 3 1 3 4 0 2 0 0 4
split_gain=6.21411e-05 0.000170475 0.000309441 0.000116846 0.000406465 0.000166734 0.000435818 0.00032774 0.00103389 0.000182046 0.000147264 0.000218463 0.000274099 0.000530081 0.000185841 0.000125219 7.77545e-05 7.76213e-05 0.000207479 0.00253327 0.00373584 0.00360859 0.00431073 0.00237654 0.00189221 0.00155975 0.00197967 0.00144089 0.0010727 0.000405732
threshold=-0.044409999999999998 0.049900000000000007 0.078905000000000017 73.037342029850024 80.677940036650014 61.982402197500001 40.206947806850003 0.096315000000000026 0.12084500000000002 61.950140699950005 0.090735000000000024 0.066710000000000019 -0.028049999999999999 72.378669787950017 86.054856297550018 0.10220000000000003 -0.11223 42.47354681640001 88.17067284620002 0.09450500000000002 62.837331883000012 0.088145000000000015 67.074341896550024 0.086555000000000021 42.719328117250008 96.163458868000006 -0.083424999999999985 95.469836670350006 97.39208423365001 43.077238082650005
decision_type=2 2 2 2 2 2 2 2 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 16 -3 5 -5 6 9 10 -9 -4 11 12 -7 -14 -12 -6 -2 -1 29 20 -20 22 -22 25 -23 27 -27 -24 -26 -19
right_child=1 2 3 4 15 7 -8 8 -10 -11 14 -13 13 -15 -16 -17 -18 18 19 -21 21 24 23 -25 28 26 -28 -29 -30 -31
leaf_value=-0.00016154954463566503 -0.00019843252261503294 0.0026448411895574455 0.0017446284027236693 -0.0028819662080513376 -0.00021154384544295926 -0.00011188796691297416 -0.0030105520391374967 0.0051399813688969252 0.00048479648865910738 -0.00087859908720757805 -4.6113752937411526e-05 -0.00032973045253712358 0.0043466077981682829 -0.00015943959081169434 -0.0023837960891769164 0.0015459222368250916 -0.0019273675938931006 0.0022268635496619097 -0.09785834295003544 0.00029953626323733816 0.1000230434669265 -0.10022132163269085 -0.040228384572979815 0.061306105391515708 -0.059552454144743305 -0.10019557694359688 0.021084306805920994 0.078218240579454479 0.044975939030207357 -0.00017957509212702225
leaf_weight=22.896892315688802 0.50994551485674888 0.51791251853522879 0.56552067956426977 0.53961727809101345 2.0168992826517966 1.0128746745940473 0.52221052544618185 0.56640650061496023 3.0255946732031589 0.49708808978630259 1.0019146427523891 2.5035426373250784 0.54695269858406093 0.49946682155132294 0.51480888261289681 0.50740398661176689 0.53094487864831241 1.0704743261208647 0.006228679430933178 0.51058998832536973 0.0043899843008148301 0.0055210546242960845 0.0023313094994605885 0.0032656238554498182 0.0020487336965473446 0.0047824677328327505 0.0018730211828207471 0.0018357728592377498 0.0018851414528255894 2.0279095584774653
leaf_count=1649 240 73 43 123 234 17 69 80 36 4 18 66 91 2 50 30 79 157 8 45 17 15 166 41 25 295 22 11 17 311
internal_value=2.87368e-07 0.000156763 0.000243545 0.000156699 -0.000390811 0.000305728 -0.000645032 0.000461523 0.00121885 0.000517483 1.40684e-05 0.000297826 0.00106076 0.00219582 -0.000839574 0.00014172 -0.00108034 -9.33331e-05 0.000335403 -0.00146437 -0.0278281 -0.0122124 0.013498 -0.0134639 -0.0624593 -0.0360251 -0.0660644 0.0119523 -0.00946169 0.000651836
internal_weight=42.4191 15.8791 14.8382 14.3203 3.06392 11.2564 1.58482 9.67156 3.592 1.06261 6.07956 4.56284 2.05929 1.04642 1.51672 2.5243 1.04089 26.54 3.64314 0.544752 0.0341618 0.0279331 0.0184782 0.0140882 0.00945493 0.0108226 0.00665549 0.00416708 0.00393388 3.09838
internal_count=4034 1255 936 863 387 476 116 360 116 47 244 176 110 93 68 264 319 2779 1130 662 617 609 552 535 57 494 317 177 42 468
is_linear=0
shrinkage=0.1


Tree=908
num_leaves=31
num_cat=0
split_feature=3 1 3 3 1 2 3 1 2 3 0 1 1 3 4 3 4 3 3 0 1 0 1 1 1 1 0 1 1 4
split_gain=5.44102e-05 0.000255466 0.000119558 0.000538499 0.000239306 0.0011536 0.000121432 0.00118399 0.000343481 0.00013885 0.00020155 0.000303402 0.000256143 0.000678781 0.000246214 0.000172796 0.000309684 0.000364352 0.000166632 0.000740426 0.000164275 0.00487864 0.00593257 0.00243625 0.00492295 0.000273865 0.00367033 0.000151746 0.00043345 0.000242009
threshold=0.41214500000000009 62.079186690200011 0.11531000000000002 0.11148000000000002 61.966271448700006 -0.028049999999999999 0.10433500000000002 61.998532946250002 -0.079634999999999997 0.093325000000000033 97.39208423365001 62.095317438950012 61.998532946250002 0.10301500000000002 40.340071172300007 0.08833000000000002 35.050303764500008 0.084565000000000015 0.08883000000000002 87.278104746850019 72.01572794030001 94.203572890950014 62.132955852800002 66.45599652655001 63.705703859100005 66.590419433100024 93.399723909900004 62.095317438950012 75.077881750900005 41.535369675400013
decision_type=2 2 2 2 2 2 2 2 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 -4 -6 9 -8 -9 15 11 12 13 -11 -12 16 17 -1 19 -17 21 22 -13 24 -24 -25 -27 29 -29 -20
right_child=1 -3 4 -5 5 -7 7 8 -10 10 14 20 -14 -15 -16 18 -18 -19 27 -21 -22 -23 23 25 -26 26 -28 28 -30 -31
leaf_value=0.0053007749795868971 0.001674145754852471 -0.0003727455565613208 0.00013881466646710916 0.0031823597342284177 -0.0052081610494012645 0.00048774093132374747 -0.0049486063773466864 -0.00039325730895595689 0.0025040619107019346 0.0041461583446303612 -0.0023438751557629191 0.098496210487321087 -0.00044480946229269566 -2.0178596900560535e-06 0.00033809818133224441 -0.0042830938204015201 8.5661902537410902e-05 0.071781710093727261 -0.00050900985663186434 0.0010765467200885999 0.00091000730686095961 -5.7410340900087558e-05 0.034420294053794868 0.05132241098815931 -0.039919775450744363 -0.025677589352933239 0.076503121649426589 -0.0033288417327439384 -0.0002023823942401314 0.0010839638158607089
leaf_weight=0.0022548899935275124 1.0188702591997283 1.5184490335004817 2.0216388688338607 0.532593692238989 0.5475415227008894 1.0142012581157116 0.51963882236669023 1.516157872818964 0.56042063489599558 0.54720593365796411 0.51619650286786445 0.010190138487814471 2.0402393291988119 1.4132835711789082 1.0160675568349411 0.52546874578376812 18.853862905892612 0.0012994549940809133 2.5170451367543603 0.5059289584681419 0.50971172936880293 0.51022904729643415 0.018824224101990694 0.011298161000013351 0.016910262944634269 0.0063986242845999186 0.0078012968442635611 0.56711381401130356 2.0333974476150209 1.5355043017927394
leaf_count=183 20 67 34 63 70 35 24 57 81 64 111 9 38 12 85 22 2294 23 53 90 30 46 37 5 29 20 23 167 175 67
internal_value=1.79271e-07 0.000449191 -2.83897e-05 2.60158e-05 -0.000579448 -0.00150922 -2.09901e-05 -0.000679604 0.000388662 3.05655e-05 0.000440127 0.000742705 0.000339546 0.00115581 -0.000565418 -7.16533e-05 9.1226e-05 0.029606 -0.000471354 -0.00165404 0.00222061 0.00336911 0.0278475 0.0160903 -0.000758891 0.0397038 0.0304595 -0.000288007 -0.000884194 9.45652e-05
internal_weight=42.4157 2.53732 39.8784 36.295 3.58338 1.56174 35.7624 2.59622 2.07658 33.1662 6.62436 5.09209 4.00073 1.96049 1.53226 26.5419 18.8574 0.00355434 7.68446 1.0314 1.09136 0.581652 0.0714227 0.0612326 0.0357345 0.0254981 0.0141999 6.65306 2.60051 4.05255
internal_count=4034 87 3947 3808 139 105 3745 162 138 3583 509 313 114 76 196 3074 2500 206 574 112 199 169 123 114 66 48 43 462 342 120
is_linear=0
shrinkage=0.1


Tree=909
num_leaves=31
num_cat=0
split_feature=1 3 4 4 3 3 3 1 2 3 4 3 0 1 3 3 2 0 0 3 3 4 3 4 1 1 2 3 1 4
split_gain=8.01535e-05 0.00026203 0.000209738 0.00110307 0.000345026 0.000271669 0.000399614 0.000166747 0.000105295 0.000347431 0.000476474 0.000274675 0.000752976 0.000199038 0.000280467 0.000298526 0.000445998 0.000430591 0.00013896 0.00012565 0.000189988 0.000136193 0.000109414 0.00010838 0.000490431 0.00920922 0.00916778 0.00282901 0.00604269 0.00536409
threshold=61.987779113750001 -0.27628999999999998 42.686561923500008 41.436838994450007 0.092075000000000032 0.10249000000000003 0.11243000000000002 61.93938686740001 -0.037054999999999998 0.11531000000000002 40.280372415600006 0.096515000000000031 87.638358136350021 62.009286778800011 0.10932000000000001 0.094725000000000018 -0.10623499999999998 102.31465107045001 102.21786657775002 0.07907500000000002 0.079805000000000029 39.664548207900005 0.10010000000000002 42.094663496250007 62.057679025150001 62.116825104000007 -0.078649999999999984 0.082935000000000023 63.530954080650012 43.084235337800003
decision_type=2 2 2 2 2 2 2 2 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 -1 -6 -7 -4 9 13 -11 18 -13 -3 15 23 -17 -18 19 -10 -21 -22 -14 -15 -25 26 -26 29 -29 -27
right_child=1 8 7 -5 5 6 -8 -9 11 10 -12 12 22 14 -16 16 17 -19 -20 20 21 -23 -24 24 25 27 -28 28 -30 -31
leaf_value=-0.0025602450471192127 -0.045010922262087583 0.0011189874457167306 -0.00025274572917296476 -0.0047982811433859981 0.0012547019687465732 -0.0013472217944253124 0.00066789693116135892 0.0022951046605460819 -0.0012066535354444132 -0.0039608624953654656 0.00029926342813702824 0.0044090582355097484 0.0018086156895995951 -7.7467149874710416e-05 0.0022292214150596468 0.00024238474407177747 -0.0045120248136532809 -0.00050694944717359104 0.0015216093010552347 0.0018392726612879162 -0.0017079739003695766 -1.8169640947215528e-05 0.00024816176073966977 -0.00027202605024005954 -0.028339271878777807 -0.088600038490364408 0.1001461762207721 0.04417794270702069 -0.00093696026393923302 0.035150905468927615
leaf_weight=0.5246522193908153 0.0012896036306945238 1.5429916429708033 0.50876617935949642 0.54785910325509313 1.5310780716470871 1.9212532901074157 2.0175011320461635 0.51880128719004404 1.0225421046801511 0.52686700665009689 0.52330290596786933 0.54293414027264919 0.51414700656017442 15.245817089157937 0.52133111691200795 1.0328806222961058 0.58175539190342207 0.49842365917460263 0.51407699509778737 0.50977139194253585 0.52657144258665756 5.062607920409131 3.5645039402828744 1.5131581500697704 0.007982436948154259 0.0093893777024903428 0.018249517219373845 0.031462565347282978 0.52655425605166073 0.0055867933689941812
leaf_count=286 64 52 220 121 48 27 37 21 130 67 44 45 39 806 45 149 142 30 307 29 55 230 128 57 31 42 53 26 242 461
internal_value=3.82941e-07 6.44576e-05 -0.000294552 -0.00050316 -0.000110612 0.00012435 -0.000315042 0.00103362 6.61259e-05 -6.19373e-05 -0.00183803 0.000302103 0.000910574 2.46727e-05 -5.97845e-05 -0.000121071 -0.00124332 -0.00266398 -6.61872e-05 -0.000180805 -8.81258e-06 -0.000177371 0.00044487 1.55435e-05 0.000686834 0.00310814 0.0610478 0.00045563 0.00160675 -0.0424353
internal_weight=42.4141 34.8442 7.56991 6.54234 5.99448 5.46983 3.93875 1.02757 34.8429 22.5858 1.05017 12.2572 4.62159 21.5356 19.9926 19.4713 2.11306 1.08018 7.63557 7.12149 6.09895 5.58918 4.07865 17.3582 2.11238 0.599225 0.026232 0.572993 0.558017 0.0149762
internal_count=4034 3274 760 519 398 112 64 241 3210 2247 111 963 212 2136 2084 2039 321 172 751 444 314 285 167 1718 912 855 84 771 268 503
is_linear=0
shrinkage=0.1


Tree=910
num_leaves=31
num_cat=0
split_feature=2 2 4 4 1 4 1 2 4 3 3 0 0 3 2 3 3 4 4 0 4 1 2 1 2 0 2 0 1 2
split_gain=6.84762e-05 0.000256879 0.000113745 0.000256311 0.00011492 0.000649714 0.000323326 0.000295912 0.000259141 0.00100476 0.000282294 0.0002292 0.000129903 0.000137362 0.000154686 0.000156029 0.000480895 0.000109758 0.000402425 0.000498408 0.000192755 0.000192179 0.00185427 0.00363469 0.00161008 0.00140235 0.000895588 0.000198279 0.000782397 0.000503633
threshold=-0.06483499999999999 -0.072524999999999992 42.558389508100007 43.157831852650006 61.982402197500001 40.206947806850003 63.705703859100005 -0.0068649999999999996 41.872294782850005 0.096315000000000026 0.09180000000000002 93.399723909900004 94.114853772600014 0.10608500000000003 -0.053159999999999992 0.079605000000000023 0.075810000000000016 42.622319549950006 43.084235337800003 86.20003303655001 42.402981339000007 75.499969677400017 -0.092710000000000001 78.10777406390001 -0.084275000000000003 101.86567856270001 -0.077729999999999994 85.925810307250018 61.993156030000002 -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 17 4 -4 5 7 8 -2 9 10 -6 -8 -13 14 -14 16 -16 20 19 -19 21 27 -23 -24 -25 -26 -27 -1 -29 -30
right_child=2 -3 3 -5 6 -7 11 -9 -10 -11 -12 12 13 -15 15 -17 -18 18 -20 -21 -22 22 23 24 25 26 -28 28 29 -31
leaf_value=0.00035675265772044332 0.0025165102267363884 -0.0022327068471935945 -0.0024220940029028291 1.9310768234275415e-06 0.0026416269692049283 -0.0034634671872340234 -0.0019430122380064065 -0.00039028584249581089 5.5863502911741145e-05 0.0054325264037327348 -3.2617066779384617e-05 0.0016934284868520553 -0.00099458108579517914 -0.0015076769153381216 -3.9168179668432437e-05 8.3539485202131986e-05 0.0036924421174163351 -0.00018538562268535211 -0.00033155606871024571 0.0041426684117569397 -0.002047143082504998 0.00056576977806935432 0.068533091274590549 0.026005742691990571 -0.10008270556732424 0.069290790516539844 -0.059828017779631773 -0.0024814374391249807 6.0113982472575827e-05 -0.0031049076122864113
leaf_weight=5.4431615990189739 0.52599995344826322 0.55848859065929701 0.52769976251202422 2.5159071384580938 0.53472353618772661 0.53120515094373377 0.55070673155533079 1.0479382676602951 1.5162924655179493 0.56492210074793536 1.5077190787415018 0.51943718386973969 1.0054129637482745 0.52171922797903647 1.0237385055185386 5.5567210963300875 0.52115491234535216 0.5116513517912864 2.0428755228004185 0.55434679767608519 0.5208352794407699 0.52339061275353327 0.011615037922369908 0.0050966634105695102 0.0028370277723297477 0.0011130706748715448 0.0010382940101281157 1.5370370278178587 11.200168320445028 0.52638884651800211
leaf_count=368 19 81 107 297 72 116 131 41 33 38 14 53 38 57 126 246 33 55 857 135 76 403 18 31 9 43 8 35 471 23
internal_value=5.58461e-07 -0.000113755 0.000141799 -0.000418346 0.000248837 -0.000439458 0.000353662 0.000581147 0.00109539 0.00169992 0.000667516 3.83026e-05 0.000157575 6.51188e-05 0.000166334 0.000330691 0.00121965 -6.20363e-05 0.000490304 0.00206532 -0.000148881 -9.7526e-05 0.00175337 0.0303974 -0.0135238 -0.0539113 0.00697533 -0.000151459 -0.00036002 -8.19594e-05
internal_weight=42.4113 23.44 18.9713 3.04361 15.9277 2.10514 13.8225 1.57394 4.12366 2.60736 2.04244 9.69889 9.14818 8.62875 8.10703 7.10161 1.54489 22.8816 3.10887 1.066 19.7727 19.2518 0.545091 0.0217001 0.0100851 0.00498839 0.00215136 18.7068 13.2636 11.7266
internal_count=4034 2613 1421 404 1017 176 841 60 157 124 86 684 553 500 443 405 159 2532 1047 190 1485 1409 512 109 91 60 51 897 529 494
is_linear=0
shrinkage=0.1


Tree=911
num_leaves=31
num_cat=0
split_feature=3 1 3 3 0 2 1 3 1 2 3 0 0 1 1 4 1 1 4 0 0 3 4 1 2 4 2 4 4 4
split_gain=7.02718e-05 0.000288298 9.59969e-05 0.000584289 0.000270434 0.000283993 0.000208374 0.000179271 0.00134707 0.000362273 0.000159167 0.000269176 0.000229409 0.000726682 0.000348885 0.000167836 0.000162387 0.000150157 0.00036501 0.00183754 0.000898063 0.000125444 0.000121136 9.15863e-05 0.0013447 0.00528429 0.00307277 0.00311577 0.00180649 0.00456353
threshold=0.41214500000000009 62.079186690200011 0.11531000000000002 0.11148000000000002 86.103248543850015 -0.084275000000000003 61.907125369850007 0.10433500000000002 61.998532946250002 -0.079634999999999997 0.094175000000000023 97.39208423365001 85.877418060900013 61.998532946250002 62.095317438950012 37.73036952315001 61.853356207250009 61.93938686740001 34.883496062400006 94.114853772600014 92.313586825200005 0.09450500000000002 43.182896969600009 76.830756451950009 0.061925000000000015 38.625745710700009 0.059320000000000012 42.310579034350006 39.184300550350009 40.00488309970001
decision_type=2 2 2 2 2 2 2 2 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 7 6 -6 -4 10 -9 -10 17 12 16 -14 -15 -13 -12 22 19 20 -19 -16 -1 -20 25 -25 27 28 -27 -30
right_child=1 -3 4 -5 5 -7 -8 8 9 -11 11 15 13 14 21 -17 -18 18 23 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.0023065826599986631 0.001811239871854684 -0.00036260567736748914 -0.00043779082492968106 0.0033032987077664822 0.0021025813976104364 -0.00050976491214475784 -0.0032891390283829856 -0.0053955940745506114 -0.00049771202906543049 0.00247861952916347 0.0005786081908942997 0.00032146502822820439 0.0046211090360842866 -0.00014667948569732579 0.00092902935931680759 -0.0022351040460720059 -0.0015944591477996446 -0.029403296920834883 -7.6747453137285292e-05 -0.10008439306838751 0.10000844937019562 0.003089599115129466 -0.00014732659980182689 -0.10022170214664256 0.00027373517484548883 0.093560501978361257 0.10003053469738088 -0.050834966790069706 -0.09246708246324678 0.042707671084644475
leaf_weight=0.53195821475058069 1.0197758508879806 1.5185323703760076 0.5006619906268972 0.53302793966654505 0.52311259775639207 2.0351383590348751 0.52510688769441316 0.51784225129631245 1.5150759959758715 0.56014987279782347 0.87220087800066959 0.50272955579580136 0.53385716514640114 2.0256944974826188 0.5048119407761642 0.52489096275799274 0.56770400787570452 0.0010945755292436537 23.957331962622263 0.0019518345183186878 0.0010512604785617441 0.57461671081014765 0.50785828008826728 0.0033465485178708265 2.0174298252317495 0.0041933342095283868 0.005482077947817742 0.0053044461459934916 0.0029796672907480551 0.015434760189422692
leaf_count=348 20 67 22 63 39 53 25 24 57 81 36 55 19 25 12 112 49 38 1418 144 6 140 169 115 184 23 6 434 56 194
internal_value=5.73769e-07 0.000510746 -3.19045e-05 1.68594e-05 -0.000525636 2.44091e-05 -0.00189744 -3.21342e-05 -0.00083289 0.000305666 3.04802e-05 0.000491625 0.000790269 0.00121303 0.00062709 -0.000984387 -0.000278156 -7.36018e-05 -2.65034e-05 -0.02987 0.0339964 0.00207917 -0.00125198 -2.1802e-05 0.000619014 0.0195782 0.0315837 0.0181405 0.0343241 0.0208348
internal_weight=42.4103 2.53831 39.872 36.288 3.58402 2.55825 1.02577 35.755 2.59307 2.07523 33.1619 6.10651 5.07889 3.63898 3.10512 1.02762 1.4399 27.0554 26.0156 0.00409767 0.00214584 1.07943 1.03982 26.0115 2.05417 0.0367408 0.0333943 0.0279122 0.0226078 0.0184144
internal_count=4034 87 3947 3808 139 92 47 3745 162 138 3583 448 281 196 177 167 85 3135 2618 188 44 152 517 2430 1012 828 713 707 273 250
is_linear=0
shrinkage=0.1


Tree=912
num_leaves=31
num_cat=0
split_feature=2 2 1 4 0 2 4 3 3 4 4 0 4 4 0 1 2 4 3 2 4 1 2 1 3 4 2 4 1 1
split_gain=7.66237e-05 0.000221847 0.000642095 0.00163996 0.00144045 0.001757 0.000726637 0.000305451 0.000131163 0.000107193 0.000327298 0.000395705 0.000179218 0.000152178 0.000161915 0.00096906 0.000452751 0.000141542 0.000598449 0.000120287 0.000173079 0.000120371 0.000319402 0.000103526 0.00201371 0.00450191 0.00207504 0.00105406 0.00215882 0.000893215
threshold=-0.06483499999999999 -0.072524999999999992 61.45546440395001 35.171584490050009 79.532656873050016 -0.13734499999999997 48.226196960950006 -0.25095999999999996 -0.09053499999999999 42.622319549950006 43.084235337800003 86.20003303655001 42.402981339000007 42.283941020600004 86.162394622750014 61.993156030000002 -0.078649999999999984 41.481306584950012 0.098105000000000026 -0.086139999999999994 40.280372415600006 61.93400995115001 -0.63113999999999992 62.009286778800011 0.084565000000000015 43.89540535710001 -0.097799999999999984 43.384297312450009 62.181348099150007 75.408562100950022
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -8 -2 12 11 -11 13 14 17 -16 -17 19 -19 20 -4 -22 -23 -12 -25 27 -27 -26 -29 -30
right_child=8 -3 9 4 -6 -7 7 -9 -10 10 23 -13 -14 -15 15 16 -18 18 -20 -21 21 22 -24 24 25 26 -28 28 29 -31
leaf_value=0.091800108433749694 -0.0013976507754797727 -0.0020888616455009708 -0.00065710058575073034 -0.067330725545936679 -0.10005536524422134 0.085815286055480264 -0.01773482588227444 0.031945903631967858 0.00019467212696314977 -0.0001216564273278194 0.00014123155127228009 0.0037375188879201675 -0.0020021074062713516 0.0015819884194970526 -0.0045938930284272301 -5.2142543406361307e-05 -0.0030226738800228047 0.0037780417013191774 -0.00037529393046329112 -0.00049030204715911653 0.00017081230920864323 -8.8261028278552379e-05 0.0034592015866155854 -0.00018947354731694026 -0.085600473357672333 -0.0076504904780742514 0.099251785153522898 -0.10015469256200182 -0.01809363159199245 0.094587086013136146
leaf_weight=0.0026809246638218225 0.53224151838636657 0.55884479432167466 1.01110785828304 0.0016676822049868489 0.0011773647659616424 0.0026721317682358841 0.0023049943733894906 0.0026723539406816599 18.438783398204688 0.51154596123021179 1.5089269305002522 0.55283364902356769 0.52029857870151985 0.5106514611339027 0.52693473144608916 10.201217987168883 0.54026081254315172 0.5276976110973165 1.0127015129628487 2.8891997353303007 1.0075990104087398 0.49970477074384689 0.51577232170539822 0.50669825719114903 0.0089667617903655128 0.0053463923310106132 0.0027495227021958613 0.0023634647191101985 0.0016970818443269309 0.0012015739889825738
leaf_count=76 287 81 82 113 37 15 20 30 1134 50 36 135 72 22 22 886 72 52 11 26 12 2 59 555 36 46 11 7 39 8
internal_value=5.93644e-07 -0.000120339 -7.22553e-05 0.0219972 0.0041654 0.0173353 -0.0102022 0.00893891 0.000149999 -8.49721e-05 0.000461513 0.00188278 -0.000170757 -0.00012124 -0.000167671 -0.000406946 -0.00020155 0.000193573 0.00104752 -2.84996e-05 0.000411236 0.000945178 0.00171354 -0.000280787 -0.00148451 -0.0308774 0.0286555 -0.0647503 -0.0292211 0.0286157
internal_weight=42.4085 23.4375 22.8787 0.0131755 0.0104945 0.00931716 0.00664503 0.00497735 18.971 22.8655 3.10233 1.06438 19.7631 19.2428 18.7322 11.2684 10.7415 7.46378 1.5404 5.92338 3.03418 2.02308 1.01548 2.03795 0.529023 0.0223248 0.00809592 0.0142289 0.00526212 0.00289866
internal_count=4034 2613 2532 291 215 178 163 50 1421 2241 923 185 1318 1246 1224 980 958 244 63 181 155 73 61 738 702 147 57 90 54 47
is_linear=0
shrinkage=0.1


Tree=913
num_leaves=31
num_cat=0
split_feature=2 2 1 4 3 4 4 0 3 4 2 3 3 2 3 2 2 1 0 1 1 1 0 0 3 4 0 4 0 1
split_gain=6.20629e-05 0.000179437 0.000549875 0.00149197 0.000948769 0.000812474 0.000751483 0.000209029 0.000106164 0.000100927 0.000223772 0.000194769 0.000706023 0.000163057 0.000160993 0.000390809 0.000613882 0.000252208 0.000547251 0.000135612 0.000112323 0.000153354 0.000116475 0.000109892 0.000214053 0.000129694 8.84164e-05 0.000436042 0.000252212 0.000199082
threshold=-0.06483499999999999 -0.072524999999999992 61.45546440395001 41.827117825850003 0.10335500000000002 39.458743938000005 48.226196960950006 71.249517373150013 -0.09053499999999999 42.558389508100007 -0.028049999999999999 0.079605000000000023 1.0000000180025095e-35 0.051245000000000013 0.093160000000000034 -0.053159999999999992 -0.037054999999999998 62.020040611300011 86.479632682150012 61.93938686740001 61.987779113750001 62.020040611300011 93.399723909900004 100.52682641375002 0.11002000000000002 40.844669808050007 86.256490657300006 41.806790701050012 86.382848189450016 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 4 5 -1 -5 -8 -2 11 -11 12 -10 -12 20 -16 -17 19 -19 -18 -13 -22 -23 24 -20 -25 27 29 -28 -4
right_child=8 -3 26 6 -6 -7 7 -9 9 10 13 14 -14 -15 15 16 17 18 23 -21 21 22 -24 25 -26 -27 28 -29 -30 -31
leaf_value=-0.021142590941413866 -0.0012567319338367602 -0.0018776037039979526 -0.00034983961137688993 -0.079585808702686903 0.10001772656908935 0.07803883508435433 -0.017217291585207843 0.02338582183511775 9.2653202067156256e-05 -0.00225611241435559 0.001614509407522802 -0.0016533566476437129 0.004336473172163127 -0.00037298837066317278 0.0030371711092224297 -0.0030410123945005339 0.00041570863035734557 0.0039764326155155502 0.0026795926078939441 -0.001200826553866703 0.0015471838096062273 -0.0016762376015811938 -0.00011080995877767728 -0.00146341178192078 0.00041996585703391585 0.00079521189829831669 -0.0017466173765907037 0.0029128044919832707 -0.00011220400459843647 0.00072428934068016195
leaf_weight=0.0019524130105533916 0.53270069573470991 0.55951354126576802 5.4303363454780555 0.001333709935880098 0.0027346969882273697 0.0014315291404720654 0.0023472177646226555 0.0027573641431501983 1.5199043176604718 0.51267482696760991 0.51940721769842246 0.51416692551813881 0.52826904923608875 2.0109299231685087 0.54356079334999563 0.52285076838186739 1.0668189060345983 0.53118668362043342 0.52812617665219441 1.0105187370190831 0.50831367996579491 0.53089654822868571 4.5386836097087322 0.51239843624302162 2.0331060312819318 0.50459634715318202 1.0160450186158403 0.54598339794923756 13.343097510590141 2.52917215910702
leaf_count=114 287 81 154 84 15 26 31 21 37 92 85 50 91 139 44 26 35 27 36 18 9 84 227 70 56 8 18 244 1753 72
internal_value=5.45495e-07 -0.000108292 -6.50194e-05 0.0208554 0.0562141 0.0208147 -0.0127478 0.00471547 0.000135016 0.000175229 -0.000351007 0.000279257 0.00118723 3.49892e-05 0.000139905 0.000458222 0.000249295 0.000527363 0.000981317 -0.000370653 -0.000239079 -0.000108712 -0.000274745 0.000536693 0.000885901 -0.000342764 -7.65086e-05 0.000178996 -0.000227854 -8.52996e-06
internal_weight=42.4058 23.4367 22.8772 0.0125569 0.00611864 0.00338394 0.00643829 0.00510458 18.9691 18.4364 3.04301 15.3934 2.04817 2.53034 13.3452 7.25316 6.7096 6.18675 4.10941 2.07734 6.09206 5.57789 5.06958 3.57823 2.56123 1.01699 22.8646 8.50549 14.3591 7.95951
internal_count=4034 2613 2532 291 155 140 136 52 1421 1134 316 818 128 224 690 320 276 250 197 53 370 320 311 170 92 78 2241 470 1771 226
is_linear=0
shrinkage=0.1


Tree=914
num_leaves=31
num_cat=0
split_feature=3 1 3 3 0 2 1 3 1 2 3 3 4 3 3 0 0 0 1 1 3 1 0 1 1 0 0 1 0 2
split_gain=6.45132e-05 0.000235133 0.000103882 0.000448906 0.000247929 0.000241657 0.000209933 0.000121093 0.00109102 0.000326241 0.000173024 0.000177742 0.000319601 0.000235065 0.000227865 0.000523014 0.00164627 0.000175888 0.000236459 0.000301556 0.000526642 0.000249719 0.00385924 0.00499429 0.00216403 0.00405775 0.00462551 0.00141182 0.000166556 0.0001367
threshold=0.41214500000000009 62.079186690200011 0.11531000000000002 0.11148000000000002 86.103248543850015 -0.084275000000000003 61.907125369850007 0.10433500000000002 61.998532946250002 -0.079634999999999997 0.093325000000000033 0.092260000000000023 41.243661560350013 0.091935000000000031 0.08833000000000002 87.278104746850019 86.135510041400025 97.674372337300014 62.095317438950012 61.998532946250002 0.10301500000000002 72.01572794030001 94.203572890950014 62.154463517850012 66.45599652655001 89.705782438650019 87.170566421650008 67.192634054300015 96.741477366050006 -0.085584999999999994
decision_type=2 2 2 2 2 2 2 2 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 7 6 -6 -4 10 -9 -10 11 13 -13 14 -1 16 29 18 19 20 -12 22 23 -20 25 26 -25 -26 -17 -16
right_child=1 -3 4 -5 5 -7 -8 8 9 -11 17 12 -14 -15 15 28 -18 -19 21 -21 -22 -23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=7.8990725478681267e-05 0.0016649492685060073 -0.00029875522818228898 -0.00039275438718687489 0.0029048761632614328 0.0019012185486888432 -0.00050988777820389617 -0.0032546076780013804 -0.0047785901766069176 -0.00041668552689846862 0.0024081054059996495 0.0038204545602703345 -0.00024978624110341441 -0.0031320124016132275 0.0014758186103675879 0.00013165397103854492 0.0019657316123653295 -0.0065532928437404313 -0.00071728881623088004 0.089324812887633026 -0.00055592977641445653 0.00016331224213247221 0.00078996661732515586 0.00040195230631837552 -0.020188119640926271 0.015788040234583585 -0.054961627330344577 0.068872630497185866 0.064033821335908236 -6.2580081867982188e-05 -0.0017667122678300421
leaf_weight=18.851724063626435 1.0186159725794848 1.5191586967957671 0.50078479650187258 0.53154995199368116 0.52238923659829684 2.0351176844153605 0.52507690599222201 0.51957950721407309 1.5155553218245212 0.55989594857607961 0.5456237895758006 1.5051310791156782 0.51683509032511921 1.0190879994496338 1.5089548728595856 0.55018779896213521 0.54209862974494161 1.0265764087509284 0.010440412317620829 2.038417578827648 1.4147237097968171 1.0174639988524345 0.51239370779506999 0.012732484284189383 0.013982810763991438 0.010188561500399373 0.010759569428046234 0.010712118087269573 1.5325558467106133 0.506698453252037
leaf_count=2500 20 67 22 63 39 53 25 24 57 81 64 35 55 31 64 102 26 182 11 38 12 42 48 29 11 9 26 37 228 33
internal_value=5.65238e-07 0.00048944 -3.05544e-05 2.0174e-05 -0.000544211 -1.74019e-05 -0.00185756 -2.27145e-05 -0.000680562 0.00034536 2.87715e-05 -8.53661e-05 -0.000986513 -1.10295e-05 -7.55287e-05 -0.000703254 -0.00166125 0.000485963 0.000706641 0.00029568 0.00118121 0.00173458 0.00338821 0.0256234 0.0142305 -0.00225605 0.0206025 0.036716 0.000473229 -0.000345561
internal_weight=42.405 2.53777 39.8672 36.2839 3.58337 2.55751 1.02586 35.7523 2.59503 2.07545 33.1573 26.5333 2.02197 24.5113 23.4922 4.6405 2.55775 6.62402 5.59744 3.99877 1.96035 1.59867 0.58121 0.068816 0.0583755 0.0336806 0.0234921 0.0246949 2.08274 2.01565
internal_count=4034 87 3947 3808 139 92 47 3745 162 138 3583 3074 90 2984 2953 453 123 509 327 114 76 213 171 123 112 64 55 48 330 97
is_linear=0
shrinkage=0.1


Tree=915
num_leaves=31
num_cat=0
split_feature=0 2 2 4 4 0 4 0 1 2 0 0 2 0 0 4 2 2 2 2 2 3 0 1 0 2 0 3 4 3
split_gain=5.87989e-05 7.43682e-05 0.000159258 0.000142489 0.000221872 0.000467982 0.000195074 0.000146826 0.000772586 0.000533992 0.000277319 0.000157825 0.000145964 0.000134438 0.000632137 0.000526069 0.00433402 0.00682272 0.00704401 0.00547271 0.00185394 0.000319592 0.000260256 0.000128275 0.000256679 0.000117694 0.000414982 0.000115209 8.56962e-05 0.000267043
threshold=102.89804648475001 -0.06483499999999999 -0.072524999999999992 42.622319549950006 43.084235337800003 86.20003303655001 42.402981339000007 85.925810307250018 61.993156030000002 -0.075639999999999999 86.20003303655001 86.643628628100018 -0.086139999999999994 86.329079026800017 86.479632682150012 40.80591513400001 0.022350000000000005 -0.058374999999999996 -0.032369999999999996 -0.031449999999999999 -0.018034999999999999 0.10301500000000002 86.20003303655001 62.025417527550012 85.705356740550016 -0.08854999999999999 88.606203063300015 0.088555000000000023 36.79544512155001 0.094725000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 12 -9 10 -10 -12 23 15 -15 21 17 -17 -19 -20 -21 22 -3 24 -1 28 -27 -6 -13 -30
right_child=-2 13 -4 4 27 -7 -8 8 9 -11 11 25 -14 14 -16 16 -18 18 19 20 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0015004240629382299 -0.00107093525582925 0.0029219793115661612 -0.0017712819873448233 -0.00044538064063943646 -0.00048071128422049722 0.0037531916830611366 -0.0020745698316603739 -0.0023979753696668216 0.0023939535293249913 -0.0031301406682690104 -0.00077997364317881684 0.0013108738840037046 -0.00025555792699181177 0.0036601939698809416 0.00014784299439746747 0.033763682505312739 -0.00036456307987200228 -0.10030176875857195 0.04130645397530032 -0.10010010890169385 -0.025998468477050819 -0.0015784871553149447 -0.00024500055826370435 0.0022268414963243937 0.0010031712392036601 -0.00088343033747528019 0.0030843204048078012 0.0012458417407645093 0.00014389545938480643 -0.0021515270574288636
leaf_weight=0.51372114895879084 0.50589815882310674 0.53452182130297055 0.55964127807393538 0.51073920171003029 1.5272766985063024 0.55283107611245086 0.5197160577255272 1.5371863956170262 0.51295228913658952 0.52820094694854525 2.0375004948236883 0.51609958140373358 2.3942782289374245 0.52961016111112691 15.775218292633429 0.0126536364812182 0.50720997552688973 0.016645741136505521 0.0099065452814102173 0.0056407214113631263 0.0084103620789825473 0.56037410730073123 0.50429226578398811 0.5148021518808864 2.0186678621685132 0.50543496008322519 0.55091032286728325 0.51740942428290271 7.0697592909592659 0.54596280673113806
leaf_count=279 960 72 69 55 604 120 61 35 28 32 25 87 31 20 663 10 158 28 2 30 41 21 8 43 15 15 116 65 218 123
internal_value=6.9961e-07 1.36392e-05 -0.000104625 -6.38471e-05 0.000565539 0.00173699 -0.000162824 -0.000111198 -0.000284615 -1.97846e-05 0.000120172 1.62721e-05 0.00032873 0.000163727 0.00026193 -0.000577683 -0.00321404 -0.0303519 -0.0503329 -0.0156146 -0.0557461 0.00034628 0.00138457 0.000787825 0.000495291 0.000192842 0.00118585 -4.38057e-05 6.38472e-05 -2.06609e-05
internal_weight=42.4035 41.8976 23.4331 22.8734 3.10826 1.06357 19.7652 19.2455 13.804 12.2668 11.7386 11.2257 5.44147 18.4645 16.3048 2.15966 0.560467 0.053257 0.0406034 0.0239576 0.0140511 1.59919 1.03881 3.04719 2.53239 9.18817 1.05635 2.04469 8.13182 7.61572
internal_count=4034 3074 2021 1952 844 175 1108 1047 679 644 612 584 368 1053 683 370 269 111 101 73 71 101 80 337 294 559 131 669 428 341
is_linear=0
shrinkage=0.1


Tree=916
num_leaves=31
num_cat=0
split_feature=3 1 0 3 1 2 2 2 2 3 0 0 0 1 3 3 2 4 2 3 0 2 2 1 3 1 3 3 4 4
split_gain=6.67562e-05 0.000230792 8.35992e-05 0.00022397 0.000218267 0.000555971 0.00416643 0.0150335 0.00668922 0.00636436 0.00546995 0.00147467 0.0027411 0.000288296 0.000196047 0.00104185 0.000526475 0.000180804 0.000243429 0.000178042 0.000400099 0.00017667 0.000169823 0.000155656 0.000170801 0.000309251 8.91488e-05 0.000234132 0.000433909 0.000180068
threshold=0.41214500000000009 62.079186690200011 86.643628628100018 0.12084500000000002 62.052302108850007 -0.094519999999999993 -0.089795 -0.037054999999999998 -0.032369999999999996 0.09450500000000002 86.329079026800017 86.103248543850015 86.054856297550018 62.111448187750007 0.10507500000000002 0.10828500000000003 -0.048954999999999992 42.779078631750004 -0.088224999999999984 0.091935000000000031 85.995710218650018 -0.06483499999999999 -0.053159999999999992 61.977025281250008 0.087905000000000025 62.014663695050011 0.093325000000000033 0.09091500000000001 39.458743938000005 42.622319549950006
decision_type=2 2 2 2 2 2 2 2 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 14 13 -7 10 -9 -10 11 12 21 -6 17 -16 -17 19 -19 23 22 -8 -21 -1 25 -25 27 -4 -29 -28
right_child=1 -3 26 -5 5 6 7 8 9 -11 -12 -13 -14 -15 15 16 -18 18 -20 20 -22 -23 -24 24 -26 -27 29 28 -30 -31
leaf_value=-0.0016413883388119756 0.0016623829667594507 -0.00028309657690300653 4.525862634444512e-05 -0.0013715538928397095 0.00096427790954017845 -5.4054198459861291e-05 -0.10047399915643895 0.10038635629526699 -0.10008860595153557 0.055964967691329262 -0.02059539614259482 -0.10036457457707192 -0.0019774487123955698 -0.0019469633379063074 -0.0045929191456049708 0.0031148179442524637 -0.0014128048765332361 0.00057726560617150588 -0.002513713197089922 0.00085170556749353244 0.0021879571939413234 -0.074496655578356524 -0.00082748144015638663 0.0029557950215023891 -0.00053229484447752859 -4.6488273739132008e-05 0.00023304991478348021 0.0005535247103228677 -0.0035059258721189448 0.0021577989485800468
leaf_weight=0.52565969001118373 1.0185775308127634 1.5193023011907971 17.798835920807569 1.5292224243687673 1.0214523087504406 0.50034513790632429 0.0052297706697895787 0.011593674309551716 0.0044834641771896999 0.0062656517261174827 0.036457408976275474 0.0149045393045526 0.0058428172487765542 0.5099962255527738 0.51712242502981176 0.52738591037405047 0.50061233376906766 0.51282111565494026 0.50637628140021018 1.3989000356213528 1.5319937437561746 0.005242345554435702 1.0576339583929126 0.5173237046774023 1.5129330507952543 1.0186790643870516 6.7070302161972615 0.52327524119270463 0.53000043155604093 0.52403522770221922
leaf_count=306 20 67 1936 35 28 9 27 1 50 17 15 11 20 123 18 29 12 163 111 42 22 14 30 77 30 24 544 56 126 71
internal_value=4.33845e-07 0.000497721 -3.1227e-05 -0.000230479 -8.8025e-05 -0.00101025 -0.00361738 -0.023423 0.0477004 -0.00912509 -0.0469036 -0.0776257 -0.0568526 -5.21079e-06 0.000105191 -0.000931745 0.000909966 0.000291876 -0.000958451 0.000460368 0.000919692 -0.0874697 0.00012875 -5.21435e-05 0.000221854 0.000964677 7.40282e-05 -4.047e-05 -0.00148916 0.000372536
internal_weight=42.3995 2.53788 39.8617 13.7785 12.2493 2.12181 0.590365 0.0900197 0.0223428 0.0107491 0.0676769 0.0312195 0.0163149 1.53145 10.1274 1.54512 1.028 8.58232 1.0192 7.56312 3.98853 0.0104721 2.45653 3.5746 3.04894 1.536 26.0832 18.8521 1.05328 7.23107
internal_count=4034 87 3947 1214 1179 315 164 155 68 67 87 72 61 151 864 59 41 805 274 531 94 41 72 437 131 101 2733 2118 182 615
is_linear=0
shrinkage=0.1


Tree=917
num_leaves=31
num_cat=0
split_feature=2 2 4 4 0 4 1 0 2 0 0 1 2 0 2 0 4 4 3 3 3 3 3 4 4 3 3 3 3 1
split_gain=6.37134e-05 0.000121535 0.00014229 0.000225404 0.000410145 0.000155429 0.000147745 0.00150761 0.00344476 0.00331068 0.000151044 0.000583072 0.000441993 0.00022576 0.000127602 0.000124725 0.000108313 0.000250355 0.00320349 0.00434877 0.00404999 0.00325899 0.000381974 0.00022396 0.000178284 0.000176282 0.000387566 0.000231507 0.000231718 0.000106613
threshold=-0.06483499999999999 -0.072524999999999992 42.622319549950006 43.084235337800003 86.20003303655001 42.402981339000007 75.499969677400017 99.470262368500016 -0.088224999999999984 97.674372337300014 85.925810307250018 61.993156030000002 -0.075639999999999999 86.20003303655001 -0.086139999999999994 86.643628628100018 42.141702038450013 41.289992964000007 0.21629500000000004 0.080515000000000017 0.076835000000000028 0.097450000000000023 0.11922500000000003 42.388109226950007 42.536568606950006 0.11531000000000002 0.10546000000000001 0.10249000000000003 0.097970000000000015 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=1 2 5 4 -4 6 10 8 9 -8 14 -12 13 -13 29 -15 17 22 19 20 -19 -21 25 -18 -25 26 27 28 -2 -1
right_child=16 -3 3 -5 -6 -7 7 -9 -10 -11 11 12 -14 15 -16 -17 23 18 -20 21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00043218954638623392 7.3362942669044461e-05 -0.0015656804090952315 -0.00030685330386426941 -5.954242890420115e-05 0.0036242007793264672 -0.001877512804307949 0.048105542420026896 0.00043820593923456935 0.080506720855430536 -0.051497408077028788 -0.0021863333713036844 0.0020687961329282347 -0.0029484048079717298 -0.00078527758281710851 -0.00027696604638160284 8.4561078828438262e-05 -0.0022698411335878191 -0.0040605985109463524 -0.00042200260895998106 -0.029593058244926654 0.10000036217582252 0.025118230515081372 0.0028436426817295595 0.0017141225820211149 -0.00026245109404939281 -0.0017396440125816304 0.0027478004201979601 -0.0013670157553356452 0.0022365670895400742 0.0020118309890095345
leaf_weight=2.5312822356225491 10.164273131747677 0.55985480833004686 0.51084159852577304 2.0445612665187856 0.55243063707860096 0.52104626956530253 0.0064847818808999591 0.52215929068885558 0.0077932703279665607 0.006875118254833279 1.539101250549719 0.51176187852979715 0.52624792953636479 2.0367174693728876 2.3933775090507661 8.647125680999654 0.4995280671653094 0.0055271107718626302 0.50195815810866407 0.015832741453699728 0.011567528754881096 0.034857796919482098 0.52236164850179356 0.5143733831534546 4.0445270767635568 0.50851516589796197 0.55287257394416478 1.0655147850757209 0.52054116250842319 0.51402445881797065
leaf_count=294 580 81 55 857 135 76 13 458 7 34 35 28 23 25 31 418 47 51 9 57 21 30 35 31 411 14 61 27 47 43
internal_value=2.66625e-07 -0.000110016 -7.43842e-05 0.000554608 0.00173555 -0.000173291 -0.000127146 0.00149845 0.0276703 -0.00315098 -0.000174377 -0.000356387 -0.000116111 1.70203e-05 0.000269411 -8.12609e-05 0.000136543 0.0002807 0.00233353 0.0227386 0.0663549 0.00802964 0.000192986 -0.000259693 -3.94375e-05 8.49128e-05 0.000160325 3.85803e-05 0.00017875 0.000698821
internal_weight=42.3939 23.4317 22.8718 3.10783 1.06327 19.764 19.243 0.543312 0.0211532 0.0133599 18.6996 13.261 11.7219 11.1956 5.43868 10.6838 18.9623 13.9038 0.569743 0.0677852 0.0170946 0.0506905 13.3341 5.05843 4.5589 12.8117 12.3032 11.7503 10.6848 3.04531
internal_count=4034 2613 2532 1047 190 1485 1409 512 54 47 897 529 494 471 368 443 1421 932 168 159 72 87 764 489 442 729 715 654 627 337
is_linear=0
shrinkage=0.1


Tree=918
num_leaves=31
num_cat=0
split_feature=3 1 0 3 2 0 1 3 3 4 2 1 3 0 1 0 0 2 4 2 4 2 1 2 4 1 1 0 0 1
split_gain=6.46907e-05 0.000229668 7.19874e-05 0.000181555 0.000483772 0.000489147 0.00038061 0.000848564 0.000770719 0.000195823 0.000251546 0.000168809 0.000148512 0.000324111 0.000191843 0.000150786 0.000256614 0.000147904 0.000107047 0.000250424 9.92187e-05 0.0010656 0.000478854 0.000729908 0.000307369 0.000233574 8.39512e-05 0.000551926 0.00325128 0.00322962
threshold=0.41214500000000009 62.079186690200011 86.643628628100018 0.10433500000000002 -0.086139999999999994 86.565663342300013 62.052302108850007 0.088145000000000015 0.082205000000000014 42.779078631750004 -0.088224999999999984 61.966271448700006 0.091935000000000031 85.995710218650018 61.966271448700006 85.877418060900013 85.705356740550016 -0.053159999999999992 42.094663496250007 -0.026144999999999998 34.41230404325001 0.15844000000000005 69.563854125350005 -0.041369999999999997 34.654301448200009 68.34060567600001 66.590419433100024 94.625660817400004 93.399723909900004 68.910558799650019
decision_type=2 2 2 2 2 2 2 2 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 11 -6 9 8 -8 12 -11 -5 15 14 17 16 -1 -14 19 -17 21 22 -4 -24 -22 -23 -26 28 29 -28
right_child=1 -3 20 4 5 -7 7 -9 -10 10 -12 -13 13 -15 -16 18 -18 -19 -20 -21 24 25 23 -25 26 -27 27 -29 -30 -31
leaf_value=-0.00020774031574924846 0.001651884191204875 -0.00028892201121302893 0.064017314190213448 0.00059323612104562916 -0.0046183179877592904 -0.0003292334256978632 -0.0024916546399016029 -0.0046115817846435585 0.0029438813877761152 0.00052403871086933356 -0.0026189478321184054 -0.0010682189030795423 0.0016957109404624764 0.0020021760606168983 -0.00090620956416527184 -0.0028365386490787105 0.0025200309686313292 -0.00038930158889911647 0.00014140803567359134 0.00028087427099218688 0.042349514053920762 -0.10011530340376627 -0.053522460059070312 0.055394997599459199 0.00029008872950388366 -0.036563565435192201 -0.019012821537772933 3.8459309240220947e-05 -0.0010929213839942508 -0.10016333608457684
leaf_weight=1.0138782698819473 1.0184897752169495 1.5192331361167661 0.0014779630252146408 1.5210348945447556 0.56809906062427262 0.49984307587146759 0.51682542575307444 0.54669707923413469 0.5267172499647097 0.5126383611933667 0.5059783558190476 1.0227060800134493 0.8811733673257296 1.5297113165888729 1.0138100138174193 0.52554339314519893 0.52266376520856273 0.55419677848895832 1.0073498767474118 0.50557909880990359 0.0017193787358021897 0.0010881305643124506 0.0014611127084520241 0.0010628507673678149 10.253325418778562 0.0012343685673005256 0.033470455804318122 15.234561823199702 0.54551422779038194 0.005746160441823577
leaf_count=359 20 67 20 30 75 3 89 91 104 163 110 23 34 21 14 30 20 20 16 12 19 3 85 27 414 53 106 1706 223 77
internal_value=4.54122e-07 0.000490001 -3.07172e-05 -0.000215648 -0.000824648 -0.00261084 7.81413e-07 -0.0014201 0.000251875 0.000264361 -0.00103718 -7.47486e-05 0.000439869 0.000860162 0.000146882 -2.79068e-05 0.000720127 0.000890687 -0.000591753 -0.00130801 6.69535e-05 -0.0124568 0.0188133 -0.0076569 6.99912e-05 -0.0663386 6.7203e-05 -7.72611e-05 -0.00309224 -0.0309033
internal_weight=42.3928 2.53772 39.8551 13.7744 3.61168 1.06794 10.1628 1.59024 1.04354 8.57252 1.01862 2.54374 7.55391 3.97889 2.44918 3.57501 1.53654 1.43537 2.03847 1.03112 26.0807 0.00632443 0.00400193 0.00252396 26.0743 0.0023225 26.0726 15.8193 0.584731 0.0392166
internal_count=4034 87 3947 1214 131 78 1083 284 193 799 273 53 526 89 68 437 379 54 58 42 2733 188 132 112 2545 56 2526 2112 406 183
is_linear=0
shrinkage=0.1


Tree=919
num_leaves=31
num_cat=0
split_feature=2 4 3 2 2 3 1 3 2 2 3 4 1 3 1 2 0 2 2 3 4 2 3 0 1 2 2 1 4 3
split_gain=7.32031e-05 0.000120982 0.000364168 0.000226084 0.000697055 0.000475746 0.00117459 0.000309763 0.000283296 0.000220842 0.000208445 0.000251296 0.000145402 0.000154921 0.000105539 0.000534808 0.000287417 0.000301643 0.000256646 0.000251042 0.000165269 0.000157507 0.000131212 0.000158153 0.000120462 0.000105611 0.000183035 0.000259895 0.000241526 0.00012024
threshold=-0.06483499999999999 42.47354681640001 0.093325000000000033 -0.086139999999999994 -0.080019999999999994 0.089415000000000022 62.020040611300011 0.098075000000000023 -0.079634999999999997 -0.08854999999999999 0.09117500000000002 43.084235337800003 62.068432857650002 0.11082500000000002 63.705703859100005 -0.053159999999999992 88.17067284620002 -0.037054999999999998 -0.033799999999999997 0.093325000000000033 40.583589072600013 -0.0034049999999999996 0.10608500000000003 92.313586825200005 70.389210771400016 -0.053159999999999992 -0.026144999999999998 75.077881750900005 39.792680591700012 0.078005000000000019
decision_type=2 2 2 2 2 2 2 2 2 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 9 -5 6 -6 8 -7 -1 11 -3 -9 -14 15 -2 17 -17 -19 -20 -21 -22 23 -16 -25 -26 27 -27 -29 -28
right_child=14 2 -4 4 5 7 -8 12 -10 -11 -12 -13 13 -15 22 16 -18 18 19 20 21 -23 -24 24 25 26 29 28 -30 -31
leaf_value=-0.00014931319153929962 0.0034315724353559994 0.0022410285651828089 0.0028274451028382818 -0.0041138026735284923 0.0011931131005176602 -5.7362655023093434e-05 -0.0054640251835739659 -0.0011023171633573164 0.0032534046767580976 0.0011169437608961302 -0.0018606191370163705 -0.00015596508682173263 0.0016899737913774844 -0.00076745870466671685 -0.0016508198488775592 -0.0022982973318322864 0.0024513276655410286 0.002343125387558322 -0.0020404575640280585 0.0010775875762162269 0.00032393422975493253 -0.0012040642901022102 -0.0015590666328591594 0.0015881103500160782 -0.00093070395123222684 0.0029256862937200108 -0.0015805686443889071 -0.0014494151387467072 0.0012204337933432318 2.244596692419698e-05
leaf_weight=13.20747379810603 0.55420057482297114 0.55726999014345047 0.53293787444758578 0.56160532047457934 0.51576093848416327 0.50375186144083273 0.54521950230901162 1.3721684832125904 0.53077011947758046 1.5376858829756805 0.50528775769905321 2.0328539951355555 0.51733531267754684 0.50887755708046356 0.53038993714814786 0.5191096446356499 0.5224929184088295 0.51748416863847424 0.53649491557032103 1.5715241616435376 2.0220080617527856 1.0123785280999871 0.54179322653367812 0.52997557314620003 1.0062244463441672 0.51507453969224437 0.50388268647141199 0.50928096420764823 1.0124314154262064 6.5569436887451733
leaf_count=1104 50 178 91 136 12 13 88 17 28 56 28 808 31 23 140 25 40 10 234 42 36 27 105 76 45 13 157 19 68 334
internal_value=3.74205e-07 -0.000117846 0.000413 -0.00021512 -0.000792204 -0.0003771 -0.00222788 0.000194905 0.00164125 -1.72627e-05 -2.69572e-06 0.000359753 -0.000428966 0.000471384 0.000146446 0.000446109 0.000199217 8.77983e-06 0.000220379 6.76504e-06 0.000245225 -0.00018586 -3.92926e-05 3.44613e-05 0.000118519 4.14349e-05 0.000148956 0.000984095 0.000326899 -9.19502e-05
internal_weight=42.3907 23.429 3.62835 19.8006 5.05549 4.49388 1.06098 3.4329 1.03452 14.7452 3.09541 2.59012 2.39838 1.02621 18.9617 7.25569 6.70149 6.179 5.65989 5.14241 4.60591 3.03439 11.706 11.1642 10.6338 10.1038 9.09761 2.03679 1.52171 7.06083
internal_count=4034 2613 1105 1508 348 212 100 112 41 1160 1014 986 71 54 1421 464 414 374 349 339 105 63 957 852 712 636 591 100 87 491
is_linear=0
shrinkage=0.1


Tree=920
num_leaves=31
num_cat=0
split_feature=2 2 1 4 0 2 4 3 4 4 0 1 2 2 2 2 4 4 4 3 4 3 4 4 2 1 3 4 3 3
split_gain=5.92967e-05 0.000144929 0.000464283 0.00139625 0.00124194 0.00140357 0.000551533 0.000271218 0.00013668 0.000445099 0.000118026 0.000752191 0.000541409 0.00012802 0.00031293 0.000204612 0.000125825 0.000504491 0.000246732 0.000193502 0.000241778 0.000205324 0.00035813 0.000135062 0.00013416 0.000103945 0.0016907 0.00396589 0.00166374 0.00185432
threshold=-0.06483499999999999 -0.072524999999999992 61.45546440395001 35.171584490050009 79.532656873050016 -0.13734499999999997 48.226196960950006 -0.25095999999999996 42.824128352900011 43.084235337800003 86.135510041400025 61.993156030000002 -0.078504999999999991 -0.087304999999999994 -0.080019999999999994 -0.088224999999999984 40.280372415600006 40.467253020850002 41.243661560350013 0.092260000000000023 41.436838994450007 0.085820000000000021 42.488347682450005 38.969453495950006 -0.23783499999999999 62.009286778800011 0.084565000000000015 43.384297312450009 0.088555000000000023 0.095750000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -8 10 -10 16 -12 13 15 -15 -13 23 -18 24 21 -21 -20 -23 -4 -19 -11 -27 -28 -29 -30
right_child=-2 -3 8 4 -6 -7 7 -9 9 25 11 12 -14 14 -16 -17 17 18 19 20 -22 22 -24 -25 -26 26 27 28 29 -31
leaf_value=0.089681068810670964 0.00013187556591054731 -0.0016967125362397546 0.00052145541505222695 -0.061023015880537823 -0.10004940796530866 0.082103025033650079 -0.017523527187440994 0.029554861119496664 0.0031720867903661182 0.00035651063499912206 -0.0040500177902224798 -1.8178934711710089e-05 -0.0032884437557239056 -0.0028182332324940681 0.00015289040493311607 0.0020322253897096065 0.0033723733414866863 -0.00014266275905223803 0.00011300626454572865 0.00084608885470670119 -0.0013369809785554305 0.0039555952046528868 0.0002261152663901781 -0.0010447486230483554 -0.0024479563005202491 -0.00012115579996524139 -0.082825390370918683 -0.041198134363215101 0.07412962751494756 -0.023556923544615391
leaf_weight=0.0022975089692227205 18.959534968622442 0.55908879889429997 0.86604375395465405 0.0015319661858680823 0.0010435719474823921 0.0023174617057293272 0.0022850333052701899 0.002634608505104552 0.53633274784302587 1.5110907552696633 0.52835263734595983 9.1697763447063885 0.53925331766084639 0.54501411982678627 1.0140638202371133 0.51396977546755707 0.51627131577222929 0.49952288717031479 1.0097455605783312 1.007852641909267 1.0215211427751567 0.52303202228176793 0.50713536655530334 1.5116659599445794 0.51037896019471396 0.50684783250560173 0.0083018486678456682 0.0046999091354287268 0.0047002219732945605 0.0033127713218448207
leaf_count=76 1421 81 67 113 37 15 20 30 81 36 23 801 74 156 65 14 9 2 30 8 32 41 12 27 61 555 36 62 24 25
internal_value=3.95917e-07 -0.000105997 -6.71114e-05 0.0195079 0.00307769 0.0153504 -0.00862755 0.00768829 -7.74818e-05 0.000608772 -0.000164611 -0.000358742 -0.000193212 -4.47513e-05 -0.000885739 9.06473e-05 0.000135124 0.000394082 9.13554e-05 0.000438568 -0.000252798 0.00112636 0.00211963 -0.000474283 -0.0013077 -6.54904e-05 -0.00127354 -0.0290674 0.00603792 0.0337436
internal_weight=42.3896 23.4301 22.871 0.0121102 0.00981264 0.00876907 0.00645161 0.00491964 22.8589 2.57529 20.2836 12.3104 11.7821 11.2428 1.55908 9.68375 7.97317 5.59546 5.07919 4.06929 2.02937 2.03991 1.03017 2.37771 1.0099 2.03895 0.527863 0.0210148 0.0127129 0.00801299
internal_count=4034 2613 2532 291 215 178 163 50 2241 819 1422 1133 1110 1036 221 815 289 195 186 123 40 83 53 94 63 738 702 147 111 49
is_linear=0
shrinkage=0.1


Tree=921
num_leaves=31
num_cat=0
split_feature=0 2 4 4 4 4 3 3 3 3 3 4 1 2 4 4 2 2 0 4 1 0 1 0 2 3 1 4 4 4
split_gain=5.04534e-05 6.21998e-05 0.0004435 0.000554807 0.000123825 0.00019451 0.000333212 0.000178515 0.000400649 0.000181132 0.000182804 0.000177007 0.000170531 0.000122942 0.000107375 0.000353676 0.000117328 0.000758705 0.000277515 0.000662198 0.000113442 0.000124033 0.00032343 0.000138679 0.000108034 0.000156702 0.000409604 9.92274e-05 9.68538e-05 0.000198776
threshold=102.89804648475001 -0.06483499999999999 34.19870408380001 33.151194885250007 42.141702038450013 41.289992964000007 0.11922500000000003 0.11531000000000002 0.10546000000000001 0.10249000000000003 0.097970000000000015 42.388109226950007 62.272755675600003 -0.073609999999999995 42.824128352900011 43.084235337800003 -0.086719999999999992 -0.080019999999999994 86.420486603250012 40.563919884450009 75.499969677400017 85.963448721100022 62.020040611300011 85.705356740550016 -0.094519999999999993 0.088145000000000015 62.084563606450011 42.599563320500003 36.620308449100001 40.241071441700008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 10 -3 -6 -13 14 16 -16 20 -18 -19 -20 21 23 -23 -4 28 -26 -27 -14 -24 -30
right_child=-2 4 13 -5 11 -7 -8 -9 -10 -11 -12 12 27 -15 15 -17 17 18 19 -21 -22 22 24 -25 25 26 -28 -29 29 -31
leaf_value=-0.0058693430829509681 -0.0009920520587945699 0.00010541830880761896 -0.00097335586495104912 0.073817492445692329 -0.0020576505145652631 0.0021193376063595444 0.0027038838962868939 -0.0017107223463956986 0.0028351089734503523 -0.0011658652615918321 0.0020310225060007699 -0.0017737977682361725 0.0010012664411830107 -0.0015436067206953548 0.0028310040992401905 -5.6457250512903246e-05 -0.0039615876841056254 0.00032575848272359666 0.001035125027214055 -0.0039814367117756546 0.0014260774703686767 -0.00156147246070901 0.00149487404017751 0.00081924807365880514 0.00022644699635911126 0.00050713727415304082 -0.0035038114910810807 -0.0001426821449370068 -0.0012021764303925798 0.000278250740412721
leaf_weight=0.0016830288380713645 0.50614550468448882 9.6617789899389841 0.52065293633290588 0.0018169481687494438 0.50020031318627456 0.56821317526601944 0.52173458188468735 0.50857090692193274 0.55119096266398138 1.0669029326618336 0.51951521922833954 0.52358120886667059 1.0124237878073925 0.57630573279546382 0.53536840959855636 2.0429275510871294 0.58040527122052221 3.3752866325963256 0.51387790518627319 0.53926649779714353 0.53509308098386732 1.5264938862892439 0.51159520470592745 2.5220663870204589 1.0168512073178129 0.5017011761665342 0.51695424640876553 3.0204234216339039 1.0525844025101179 6.5558399836252192
leaf_count=89 960 400 248 26 43 143 26 13 51 27 34 138 15 75 79 669 115 44 33 97 132 18 40 26 30 2 38 163 131 129
internal_value=3.76316e-07 1.237e-05 -9.57932e-05 0.0354986 0.000149676 0.000308811 0.000228625 0.000123698 0.000202764 7.37728e-05 0.000203675 -0.000271964 -7.59327e-05 -0.000101112 -6.47255e-05 0.000543108 -0.000142045 -0.000561992 -0.000116429 -0.00153362 -4.20365e-06 -5.61797e-05 -0.000204301 0.000512508 -3.02338e-07 -0.000651737 -0.00152837 0.0001445 0.000162998 7.34416e-05
internal_weight=42.3875 41.8813 23.4268 0.00349998 18.4545 13.3979 12.8297 12.308 11.7994 11.2482 10.1813 5.05663 4.55643 23.4233 22.847 2.5783 20.2687 5.00884 4.42843 1.05314 15.2598 14.7247 11.682 3.04272 10.1555 2.03551 1.01866 4.03285 8.12002 7.60842
internal_count=4034 3074 2021 115 1053 694 551 525 512 461 434 359 316 1906 1831 748 1083 289 174 130 794 662 388 274 370 70 40 178 300 260
is_linear=0
shrinkage=0.1


Tree=922
num_leaves=31
num_cat=0
split_feature=1 1 4 1 1 0 3 1 4 4 0 3 1 0 1 3 2 1 2 4 0 0 2 0 0 3 4 0 1 4
split_gain=5.68698e-05 0.000313931 0.000516773 0.000127615 7.1717e-05 0.000442618 0.000768949 0.000308885 0.000267532 0.000236437 0.000886732 0.000604488 0.000386231 0.000317453 0.000179463 0.000259568 0.000676184 0.000114027 0.000857195 0.000432691 0.000396489 0.000111278 0.000746592 0.000250551 0.000134023 0.00011927 0.000165923 7.09505e-05 0.000737565 0.00411869
threshold=61.901748453550006 61.93400995115001 40.583589072600013 61.87486387225001 61.966271448700006 86.382848189450016 0.092075000000000032 61.987779113750001 40.633548727200008 34.466665687600006 91.937202686950016 0.094725000000000018 78.10777406390001 94.496614827150012 62.00390986255001 0.10932000000000001 -0.071864999999999998 62.020040611300011 -0.63113999999999992 41.289992964000007 85.812895065800021 86.329079026800017 -0.073609999999999995 86.420486603250012 86.643628628100018 0.092260000000000023 41.535369675400013 91.066142252700018 62.837331883000012 35.171584490050009
decision_type=2 2 2 2 2 2 2 2 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 -6 10 -9 13 -13 -12 15 16 -11 -16 19 -19 -20 22 25 -23 -25 26 -22 28 -26 -30
right_child=1 4 -4 -5 7 -7 -8 9 -10 14 11 12 -14 -15 17 -17 -18 18 20 -21 21 23 -24 24 27 -27 -28 -29 29 -31
leaf_value=0.00013585836219118521 0.00048556183742843933 -0.00074601283063056335 -0.0039725549508903722 0.0018460818510911325 -6.6016091924192568e-05 -0.00090076854918408409 0.0047130626508031714 -0.060783657900921439 -0.0032894044839315963 -0.00052657233513870108 0.084113872430384692 -0.057610232271267096 0.016172154938418629 0.01301152038393825 -0.00086408545694120233 -0.00020740352476436775 0.0045542517042419291 -0.011180222644657066 0.002717427088897089 -0.06341852841381812 -6.3941582719197171e-05 0.0015714974757555737 -0.0039827063572631764 -0.0011293251603383091 1.7028037867860127e-05 -0.00071730409651690405 0.0021370335245994476 -0.00010166416643396894 3.8073895095209262e-07 0.022412409406227581
leaf_weight=2.9506274056658266 0.51894692216161498 0.50472968884707758 0.52111326971142269 0.51202324856465242 0.5000280039437246 1.0083436837630868 0.52788337911078997 0.0029616254663306744 0.53082866721143773 0.5179727717223841 0.0010628972777340093 0.0015804430098285138 0.0012874280558987736 0.0015344284635071903 1.533452934597302 1.0036414014388126 0.52991081588151379 0.0032417458649478528 0.53816622690295446 0.0031037433761570421 1.0108338065620053 1.0323468513438481 0.53595750058230152 1.0396451049655322 9.1035928662950028 1.0129105955156772 0.51804885519140942 15.815868934357264 0.50740026050152676 0.097801671924014455
leaf_count=527 19 42 41 17 7 12 13 40 82 36 8 19 30 128 49 13 18 30 214 10 12 30 41 30 193 21 48 2072 14 218
internal_value=3.92838e-07 -3.41549e-05 -0.00174814 0.00038875 1.29003e-05 0.000589492 0.00204473 -1.99316e-05 -0.00172587 3.05843e-05 -0.0167178 0.00716176 -0.0244883 0.0421086 3.46394e-05 0.000941952 0.00204278 -2.21923e-05 1.91609e-05 -0.0367313 2.66323e-05 -2.05763e-05 -0.00059091 4.30308e-05 -1.63687e-05 0.000124278 0.00068184 2.89631e-05 0.000241758 0.0036222
internal_weight=42.3868 38.9242 1.04006 3.46265 37.8841 2.04096 1.03261 35.8432 1.03086 34.8123 0.00842682 0.0054652 0.00286787 0.00259733 34.8039 2.05152 1.04788 32.7524 31.2189 0.00634549 31.2126 30.6744 3.07775 27.5967 26.5643 2.54179 1.52888 25.5247 9.70879 0.605202
internal_count=4034 3490 60 544 3430 67 55 3363 89 3274 225 185 49 136 3049 67 54 2982 2933 40 2893 2679 122 2557 2527 81 60 2497 425 232
is_linear=0
shrinkage=0.1


Tree=923
num_leaves=31
num_cat=0
split_feature=2 2 4 1 2 0 2 1 0 4 4 1 1 3 3 3 1 4 0 4 2 1 3 0 3 0 0 1 0 2
split_gain=5.61103e-05 6.95065e-05 0.000109519 0.000200333 0.000667277 0.000450585 0.000273838 0.000292793 0.000234424 0.000206022 0.000182154 0.000355658 0.000156796 0.000111268 0.000369124 0.000183784 0.000105378 0.000174659 0.000104449 0.000101783 9.31832e-05 9.70379e-05 0.000176896 0.00426902 0.0025021 0.000533475 0.00385808 8.98447e-05 0.000982285 0.00446305
threshold=0.26941000000000009 -0.06483499999999999 42.141702038450013 63.530954080650012 -0.053159999999999992 87.278104746850019 -0.037054999999999998 62.020040611300011 93.399723909900004 41.147265497500008 40.206947806850003 61.987779113750001 80.468240302450013 0.12535000000000004 0.087555000000000022 0.079605000000000023 69.873026810350026 38.244973486750006 96.851704149400021 37.903039192800001 -0.072524999999999992 75.271450736300025 0.089505000000000015 99.994511703900017 0.087245000000000031 98.142164052000012 97.521130223850008 64.665483411650015 96.682331287150021 -0.094519999999999993
decision_type=2 2 2 2 2 2 2 2 2 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 -6 10 -5 16 19 -12 13 14 15 -4 -10 18 -18 -8 21 27 23 24 25 26 -23 -1 29 -29
right_child=-2 2 12 8 5 -7 7 -9 9 -11 11 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-4.8597261053435768e-05 -0.001038973387286067 0.0040938361608958236 -0.0010275704687909722 -0.0020022132608954473 -0.0020897312589155002 0.0031802385062894068 -0.00014871663038967518 0.0017858452674109583 0.0013907924704975178 0.0020711229153627603 -0.0030353432677627024 0.00018875510605186909 0.00087696900013269508 1.2862190108024885e-05 -0.0032988536976704176 0.0013026386093442596 -0.0023134456697695115 0.00011635783115733806 -0.00029664268424116775 0.0018067643499530281 -0.001375588627262721 -0.1000704214384963 -6.6507556623604649e-05 0.0007020786268643423 0.097130405005821985 -0.028979855115757874 0.098763639317916152 0.0053075564159680792 -0.00026856765265083197 -0.036499870296328334
leaf_weight=18.679917361469759 0.5131103739320001 0.54786696295013815 0.99783977442361738 0.54620626191838262 0.51973330630957537 0.51982017692080251 0.54842735236305695 1.035718641782452 0.50755495850535215 0.51631697039096014 0.51735105129233616 1.0103339417837558 1.0095157992613772 2.0067104850079431 0.53268233183302749 0.51221243943501449 0.51239792768052428 5.5732163404889823 0.51476108572329504 0.51718751721136869 0.56003630407136995 0.0014697859376808786 1.0334104927385539 0.50966361012040651 0.0073183705317205749 0.002140594582530575 0.0029039351184829698 0.070151967622243572 2.5205969524330722 0.040147558288156804
leaf_count=942 166 40 119 98 22 51 23 34 14 62 71 13 138 21 118 79 32 196 101 23 81 54 250 557 12 16 7 437 105 152
internal_value=3.99321e-07 1.31356e-05 0.000158333 0.000308124 0.000792265 0.000404819 5.70711e-05 0.000364527 -9.76618e-07 0.000142393 -0.000203122 -0.000903087 -0.000238041 -0.00051601 -0.00103556 -0.000237159 2.29126e-06 -0.000104482 -0.00130272 0.00080036 -0.000101186 -6.99751e-05 0.000692153 0.00218979 0.0570043 0.0119256 0.0319456 -0.000125654 -0.000672773 -0.00990979
internal_weight=42.3867 41.8736 18.4459 13.3869 5.21644 4.66857 4.14875 3.62902 8.17045 7.62425 2.5933 1.52768 5.05896 4.04945 2.04273 1.51005 7.10793 6.60038 1.02716 1.06561 23.4278 22.8677 1.55691 0.523496 0.0138327 0.00651432 0.00437372 21.3108 2.6309 0.1103
internal_count=4034 3868 1255 780 277 237 186 164 503 405 130 84 475 337 316 198 343 329 133 46 2613 2532 896 646 89 77 61 1636 694 589
is_linear=0
shrinkage=0.1


Tree=924
num_leaves=31
num_cat=0
split_feature=1 1 4 1 3 3 0 3 4 3 1 1 4 1 0 3 1 4 0 3 0 3 2 0 4 1 0 0 4 4
split_gain=4.75602e-05 0.000207197 0.000358434 0.000103222 5.52289e-05 0.000237046 0.000902627 0.00103114 0.000235453 0.0005816 0.000228173 0.000512547 0.000724293 0.000211756 0.000312256 0.000805351 0.000231011 0.000188675 0.000554267 0.00118683 0.000234824 0.000200236 0.000186634 0.000317694 0.000184769 0.000494526 0.000407573 0.000174252 0.000427503 0.000551616
threshold=61.901748453550006 61.93400995115001 40.583589072600013 61.87486387225001 0.08833000000000002 0.091645000000000018 87.278104746850019 0.091290000000000024 35.050303764500008 0.084565000000000015 62.014663695050011 61.987779113750001 42.47354681640001 62.030794443850006 86.565663342300013 -0.18112999999999999 62.084563606450011 41.674196414850009 86.692020874450009 0.092075000000000032 94.203572890950014 0.43162500000000009 -0.055334999999999995 97.674372337300014 40.984321400500008 62.025417527550012 85.861287312150012 97.39208423365001 39.685256516350002 37.311503175250003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 8 6 7 -6 9 -3 11 -10 -13 -12 15 -15 -16 24 19 -19 21 -20 23 -8 26 -26 -7 28 29 -28
right_child=1 4 -4 -5 5 17 22 -9 10 -11 13 12 -14 14 16 -17 -18 18 20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00012831979835503454 0.00044066030456713491 -0.0065463041513849178 -0.0032684437615189475 0.0016672261221172804 -0.0063092339764524129 -0.0026674100298346836 0.0028382406314238218 -2.6464826110779715e-05 -0.00047611383081182864 0.084016166874190445 -0.0019883569402075209 0.0052905319738301209 -1.1078942922445945e-05 -0.00025816432294109961 -0.0021690516101253083 0.0045269122433903497 -9.7917247023066778e-07 0.0010141376673281997 0.0016050026827106321 -0.0056549072823451826 -0.0017958999869942941 -0.00019919409392814017 -0.0013313159872705201 -0.00018382809490591595 0.00026604642453073368 0.0036226736586301429 -1.4728506244949622e-05 -0.00049384054331911198 0.00010143443159881 0.0044843256054965678
leaf_weight=2.9505055150237349 0.51877109935709842 0.0018516299105523675 0.52340216672701345 0.51140666678656277 0.54598205754137319 0.52552190837183488 0.53008015828719113 0.50086498212522201 1.0128264652452075 0.0011492844216193874 0.51771353258574038 0.52556528344530284 0.5055844632629487 1.0039378936180683 0.50906061137357284 0.54141125740234963 14.211335136412099 0.50678779711301947 1.0437470878648587 0.56361594013139893 0.51718530565520859 1.4980001002550125 0.52280558043903935 1.0119013444586045 2.0252834371858639 0.5603575019435495 0.5332475142781099 2.5539901430995391 5.0532096088235612 0.55735505314317813
leaf_count=527 19 125 41 17 64 22 66 6 103 20 22 21 29 21 38 178 1521 11 53 110 129 6 148 95 23 96 80 280 72 91
internal_value=4.62391e-07 -3.11295e-05 -0.00142213 0.000355653 7.14006e-06 -0.000112909 -0.000911265 -0.00330324 0.000128589 0.0281371 0.000124124 0.00112169 0.00269109 2.63634e-06 6.60066e-05 0.00141828 -7.59554e-05 4.29538e-05 -0.000538884 -0.00249742 0.00014646 0.000541684 0.000301464 0.000855055 0.00024641 0.000993491 3.69748e-05 0.000200374 0.00048896 0.00228452
internal_weight=42.3845 38.9225 1.04217 3.46191 37.8804 19.0499 3.11163 1.04685 18.8304 0.00300091 18.8274 2.04398 1.03115 16.7835 16.2657 1.54535 14.7204 15.9383 4.12934 1.0704 3.05893 2.54175 2.06479 1.54198 11.809 2.58564 9.22332 8.6978 6.14381 1.0906
internal_count=4034 3490 60 544 3430 1352 379 70 2078 145 1933 153 50 1780 1758 199 1559 973 309 121 188 59 309 161 664 119 545 523 243 171
is_linear=0
shrinkage=0.1


Tree=925
num_leaves=31
num_cat=0
split_feature=3 3 3 3 4 1 3 4 2 4 3 3 4 0 0 2 3 3 2 3 4 3 3 3 2 0 4 3 3 2
split_gain=5.11328e-05 0.000568165 0.000216103 0.000189504 0.000144944 0.000228885 0.000106937 0.000211024 7.94821e-05 0.000520368 0.000254706 0.000248787 0.000309908 0.000203887 0.000233127 0.000220383 0.000186991 0.000197394 0.000170158 0.000275026 0.000210918 0.000265503 0.000169797 0.000328548 0.000141175 0.000586092 0.000624211 0.000166057 0.000317551 0.000110917
threshold=0.11531000000000002 0.11148000000000002 0.12535000000000004 0.11002000000000002 41.436838994450007 62.272755675600003 0.13377000000000003 40.280372415600006 -0.079634999999999997 34.19870408380001 0.099465000000000012 0.10433500000000002 35.050303764500008 85.705356740550016 86.103248543850015 -0.23369999999999999 0.10157500000000001 0.094725000000000018 -0.075639999999999999 0.10371000000000001 41.571132012400007 0.087715000000000029 0.094375000000000028 0.092260000000000023 -0.061874999999999999 88.098084476650016 41.243661560350013 0.10249000000000003 0.097970000000000015 -0.018034999999999999
decision_type=2 2 2 2 2 2 2 2 2 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 8 6 -6 -4 -8 9 10 -1 13 -13 -11 15 -15 17 22 20 24 -10 -22 23 -16 25 26 -20 28 29 -26
right_child=2 -3 4 -5 5 -7 7 -9 18 11 -12 12 -14 14 16 -17 -18 -19 19 -21 21 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.016032023371679329 -0.0021589973113937864 0.0032879135554355547 -3.9320485969250596e-05 -0.0019154689797071631 -0.0017986139459259178 0.00014220250215505909 -0.00022784055197629474 0.0026371488923944116 0.0028022754985942929 -0.0019835843515059516 0.082711024508731246 0.00012325007010424675 -0.0033610586885845523 -3.9898822060902833e-05 -4.0917529386222042e-05 0.0028742966532591839 0.0017831658673902288 -0.0020310930733265908 -0.0018500743999400157 0.0022297053017020633 0.0019356104333574078 -0.0012879855884706619 0.0017115337579411119 -0.0025979803716694285 0.00046014426968109734 -0.0036376342248635391 0.0017737054091772168 -0.001564681665876876 0.0026044793777294044 -0.00013477664375715725
leaf_weight=0.0012164793657553344 0.54946864993950484 0.53252339062656417 2.0077668656533101 0.51056759509839267 1.0177765982763278 1.5079060808412532 0.51061720810559108 0.51779330648381006 0.5235767146150837 0.52261222583805711 0.0010827981204206416 0.50041274726390761 0.52108354428934833 0.50076682935468853 11.67511673243586 0.5386175492158134 0.51683192292696034 0.53842513180598217 0.87655160599096138 0.57286955952840912 0.51426325257307748 0.50777054362959007 0.50994008040358707 0.52507547116836129 5.1009796921119479 0.53173315700429258 1.03852251740318 0.56115301618081126 0.52408207923336014 8.1263969792747854
leaf_count=152 79 63 22 27 23 28 57 17 36 474 10 2 46 4 1161 70 39 142 18 84 88 11 16 80 267 73 27 15 63 840
internal_value=5.04534e-07 4.55896e-05 -0.000267086 -2.72131e-06 -8.01794e-05 -0.00063989 0.000385423 0.00121465 2.49997e-05 -0.000136394 0.0474331 -0.000143084 -0.00165416 -4.23782e-05 2.61469e-05 0.00147026 -8.2894e-05 -0.00015569 0.000164792 7.51372e-05 0.00117016 0.000334052 -7.62441e-05 -0.000150969 1.4899e-06 -0.000700465 0.000115059 0.000121492 0.0001903 9.46475e-05
internal_weight=42.3835 36.2722 6.11133 35.7396 5.56186 2.52568 3.03618 1.02841 35.2291 16.3512 0.00229928 16.3489 1.0215 15.3274 14.8048 1.03938 13.7654 13.2486 18.8779 17.3323 1.54561 1.02203 12.7101 12.2002 16.7594 2.44681 1.91507 14.3126 13.7515 13.2274
internal_count=4034 3808 226 3745 147 51 96 74 3718 2196 162 2034 48 1986 1512 74 1438 1399 1522 1387 135 99 1257 1241 1303 118 45 1185 1170 1107
is_linear=0
shrinkage=0.1


Tree=926
num_leaves=31
num_cat=0
split_feature=2 2 3 2 2 0 4 1 3 3 1 4 1 1 2 3 1 4 0 4 2 0 4 0 4 3 3 3 2 4
split_gain=6.79015e-05 6.42087e-05 0.000122419 0.000546084 0.000527829 0.000257601 0.000468263 0.000224431 0.000197467 0.00020253 0.000177563 0.000140212 0.00042522 0.00974871 0.00631452 0.00241327 0.00477716 0.00468594 0.0021576 0.000636665 0.000227259 0.000136539 0.000641678 0.000310588 0.000188005 0.000511678 0.000280884 0.000177815 0.000215374 0.000520789
threshold=0.26941000000000009 -0.044409999999999998 0.10546000000000001 -0.086139999999999994 -0.08854999999999999 86.054856297550018 36.728658719300007 61.998532946250002 0.10157500000000001 0.097015000000000032 66.351146659450009 42.094663496250007 62.057679025150001 62.116825104000007 -0.078649999999999984 0.082935000000000023 63.530954080650012 43.120094701700005 95.620390325650007 43.487767439550005 -0.092990000000000003 86.20003303655001 41.481306584950012 86.643628628100018 41.481306584950012 0.086030000000000009 -0.075324999999999989 0.087555000000000022 -0.054619999999999995 41.147265497500008
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -7 -5 9 11 -10 21 -13 14 -14 17 -17 20 19 -19 -15 22 -1 -23 26 -26 -25 28 29 -28
right_child=-2 -3 3 7 -6 6 -8 -9 10 -11 -12 12 13 15 -16 16 -18 18 -20 -21 -22 23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.00021949998818290595 -0.0011432832566657147 0.00017724183008194667 0.00033332290249415384 -0.0010571869835773505 0.0029862798614676339 0.00047285422454987732 -0.0037679422372478236 -0.0039793352039977021 0.0015677363556473849 -0.0019559836120289198 -0.00060753586846487963 7.6683511269491733e-05 -0.0054549601015655338 -0.067536930295547276 0.10013219505301672 0.040067387259427434 -0.00089758698651149133 0.099121546290582493 -0.1000282462843699 0.02401218176082584 -0.10039731091258219 -0.0014357305602070757 0.0036247828927650546 0.0024305168783343989 -0.00016250715197372502 -0.0035993421109940292 -0.0039850273423701161 0.00032743954411870409 0.00026479797520365285 0.0005116916511992088
leaf_weight=2.5378993427772989 0.51274024897932591 15.35565992005222 1.5123069534089941 0.51545947399608993 0.52309405959397315 0.50587655730344228 0.53651387777279957 0.53627991379005302 1.3993758359417254 0.55870433973953737 0.51275371325586405 3.5377648919483784 0.0086208780917189642 0.0036392173029389241 0.016512985443114081 0.030094465519141522 0.52646958574063862 0.0022242162754081982 0.0010198898818213308 0.0022909938702085908 0.004991070025425929 2.0416147480282225 0.52381292486944619 0.51484466596522871 2.5101503996934889 0.52354101306470813 0.52849269164692392 5.0947678440474116 1.0027760569080886 0.50238964039825973
leaf_count=295 166 1089 44 14 13 29 79 70 40 127 56 248 33 37 53 28 257 13 280 178 8 33 55 112 56 81 226 283 9 22
internal_value=5.1096e-07 1.45179e-05 -7.97231e-05 -0.000580001 9.22234e-05 -0.000500357 -0.00170987 -0.00254718 1.25678e-05 -7.82024e-05 0.000984419 -2.55194e-05 0.00049293 0.00296427 0.063916 0.000280071 0.00131747 -0.0404796 0.0313385 0.0610114 -0.0865408 -0.000161327 0.000438199 -0.000305649 -8.95582e-05 -0.000755621 0.000174809 1.18921e-05 -0.000778624 -0.0017936
internal_weight=42.3827 41.8699 26.5143 4.12953 3.07779 2.5547 1.04239 1.05174 22.3848 20.4726 1.91213 19.9139 4.13363 0.595863 0.0251339 0.570729 0.556564 0.0141654 0.0055351 0.00451521 0.00863029 15.7803 3.06171 12.7186 10.677 3.03369 7.64327 7.12843 2.03366 1.03088
internal_count=4034 3868 2779 249 165 152 108 84 2530 2434 96 2307 1135 887 86 801 285 516 471 191 45 1172 350 822 789 137 652 540 257 248
is_linear=0
shrinkage=0.1


Tree=927
num_leaves=31
num_cat=0
split_feature=1 1 4 3 3 2 2 1 1 1 1 1 1 1 0 1 0 4 2 2 4 4 0 1 0 2 3 4 4 1
split_gain=6.94016e-05 0.000216711 0.000342807 0.00023019 0.000106361 8.55033e-05 5.62656e-05 5.71026e-05 0.00198141 0.00109535 0.00175351 0.00101937 0.000200941 0.000135027 0.000139518 0.000227029 0.000566396 9.50896e-05 6.99386e-05 0.000734564 0.000178606 0.000219939 0.000271013 0.000152435 0.000224931 0.00281031 0.000392375 0.000633066 0.000174488 0.000151043
threshold=61.901748453550006 61.93400995115001 40.583589072600013 -0.27628999999999998 0.11082500000000002 -0.10946499999999999 0.26941000000000009 81.320481529800006 81.479100559500012 83.116371560950014 83.740093847200015 87.030766598900016 82.457699319000014 80.677940036650014 97.878695155250014 72.752365468100024 101.55650587770002 42.558389508100007 -0.071864999999999998 -0.058374999999999996 42.622319549950006 43.077238082650005 86.20003303655001 74.739136026450012 86.256490657300006 -0.087304999999999994 0.088350000000000026 40.137820134150012 40.206947806850003 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=4 2 -2 -3 5 -1 7 13 -9 12 -11 -12 -10 14 18 -16 -17 -15 20 -20 23 22 -22 24 28 26 -26 -28 -5 -30
right_child=1 3 -4 6 -6 -7 -8 8 9 10 11 -13 -14 17 15 16 -18 -19 19 -21 21 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.0013657674053088862 0.0003618721486618998 -0.043235321212634535 -0.0032662483690671807 -0.001593171753787916 0.0017597360390851982 -4.9498842616398835e-05 -0.001037597181419632 -8.1937820954508853e-05 -0.10008239752786326 0.038243841865863826 -0.1000443751903074 0.0004929901988272509 -0.056065771517750967 0.0015044379920032133 0.0002692594268749418 -0.0040521168433138187 0.00055334826835492222 0.00013330631787030809 0.0036910075985564978 5.4986855503953437e-05 0.00011750548486018952 -9.544834470988993e-05 0.0033174350919901378 0.00072451670436381199 0.00013846420216749079 -0.0073720235860243585 0.00052083929772448021 -0.004291859172952584 -0.00011193807337904112 0.0010011417239317716
leaf_weight=0.51768332829277053 0.51850361937069844 0.0012312940792530416 0.52322589860897573 0.51610455654250031 0.51225295900237444 2.4337260299255572 0.51255749946707752 0.49975153954073831 0.0025250035926845322 0.0031359246757887149 0.0025613227037064742 0.0016634803894303072 0.0017600740465046893 1.0222453085860661 1.0054206837309596 0.55193319023530929 0.51733782154881536 1.0011549510728324 0.57814327006235444 14.261155332311487 0.51004895640286962 1.53231849297859 0.55016158022236894 1.5175028273002418 6.5466186357078184 0.58045639273173932 0.5415789520966996 0.55179754969617512 3.0231254798699752 2.0429940944460228
leaf_count=286 19 65 41 59 34 224 151 6 76 24 128 566 82 38 50 205 150 11 68 541 36 415 118 50 134 139 86 71 93 68
internal_value=6.56438e-07 -3.75203e-05 -0.00146041 1.61519e-06 0.000429603 0.000198742 3.02083e-06 1.72969e-05 -0.00103214 -0.0418077 -0.018408 -0.0604586 -0.0820028 3.18608e-05 -1.42791e-05 -0.000809523 -0.00182389 0.000826018 3.6096e-05 0.000196647 -9.69083e-05 0.000670697 0.001778 -0.000226805 -0.000331396 -0.000664054 -0.00015441 -0.001908 0.000158482 0.000336929
internal_weight=42.3807 38.917 1.04173 37.8753 3.46366 2.95141 37.8741 37.3615 0.511397 0.0116458 0.00736073 0.0042248 0.00428508 36.8501 34.8267 2.07469 1.06927 2.0234 32.752 14.8393 17.9127 2.59253 1.06021 15.3202 13.8027 8.22045 7.64 1.09338 5.58222 5.06612
internal_count=4034 3490 60 3430 544 510 3365 3214 882 876 718 694 158 2332 2283 405 355 49 1878 609 1269 569 154 700 650 430 291 157 220 161
is_linear=0
shrinkage=0.1


Tree=928
num_leaves=31
num_cat=0
split_feature=1 1 0 3 3 2 0 0 4 0 3 3 2 2 4 2 2 4 1 4 4 2 1 0 0 1 3 0 1 1
split_gain=5.62393e-05 0.000175329 0.000370439 0.000190204 8.63009e-05 6.93332e-05 5.50014e-05 0.000158384 0.000404409 6.92148e-05 0.000172161 0.000106969 0.000350147 9.4593e-05 0.00238797 0.000894227 0.000292489 0.00088174 0.000184637 0.000163733 0.000211433 0.000247186 0.00016114 0.000565859 0.000362252 0.000200821 0.00012505 0.000124078 0.000237071 0.000151569
threshold=61.901748453550006 61.93400995115001 86.565663342300013 -0.27628999999999998 0.11082500000000002 -0.10946499999999999 102.89804648475001 102.21786657775002 32.724174661450007 96.959242474650011 0.075810000000000016 0.093735000000000027 0.15844000000000005 -0.071864999999999998 35.050303764500008 -0.058374999999999996 -0.044409999999999998 39.861052345600008 74.916574263050009 42.622319549950006 42.899217095850013 -0.083954999999999988 62.391047833300007 91.066142252700018 86.89903215050002 74.739136026450012 0.07907500000000002 85.812895065800021 62.025417527550012 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=4 2 -2 -3 5 -1 7 8 -5 13 -11 -12 -13 14 -10 -15 17 -17 26 22 -21 -22 24 -24 27 -25 -18 28 29 -16
right_child=1 3 -4 6 -6 -7 -8 -9 9 10 11 12 -14 15 19 16 18 -19 -20 20 21 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012303544697907982 -0.0031825878812582887 -0.039654837259600471 0.0005873417160418247 -0.054523909457454056 0.0015857236431919197 -4.4548042982827076e-05 -0.0010329732120262336 0.0017548951914231618 -0.064229952911901311 -0.0020453731895309856 0.00012231223299804478 -0.0028822405585397313 4.741648461396004e-05 0.0041259819615854223 0.0014442830640623789 0.00051698483994566061 -0.0006638175682979286 -0.0045291563757597526 0.0021181176718078998 0.0024088930659133616 0.0020355892757278659 -0.00046730648489569756 0.0032648142569530951 -0.0019643419295915635 -0.0021304973495774623 0.00079692546851959755 0.00031407676975645329 -0.00035348678825922831 0.0023453529455590314 -0.00055192338588883581
leaf_weight=0.51721891689574562 0.52559057404255927 0.0012094345271752563 0.51706079985524411 0.0013606702926399752 0.51165399939306677 2.4337994482345087 0.50592111457280609 0.51698529412920535 0.0058042243143060493 0.51553076137579967 4.5602432276326184 0.55916253336268029 1.5086700534102417 0.5724515771804296 0.50858721516298189 1.0138701043306344 1.5252332404622855 0.52588557785786338 0.51222377517677919 0.54238868758895842 0.53445779282365236 1.5076817265893392 0.56877090352521387 0.55240008960561526 1.0321538607022365 0.50341671507865005 9.1677302367027611 8.6020720117958245 0.5203464560327119 1.5086864782146534
leaf_count=286 42 65 18 32 34 224 945 60 26 80 254 162 27 64 28 28 85 33 52 103 402 42 118 206 40 11 360 108 17 82
internal_value=5.84159e-07 -3.37787e-05 -0.00131304 1.43952e-06 0.000386777 0.000178901 2.70593e-06 1.67286e-05 -7.65752e-06 -5.64441e-06 -0.00028512 -0.000148208 -0.000744792 6.15671e-05 -9.93061e-05 0.000259518 8.58523e-05 -0.00120647 0.000263436 -7.65829e-05 0.000653869 0.000187738 -0.000213421 0.000722038 -0.000338277 -0.000647761 0.000174591 -0.000172218 0.000442249 -4.86476e-05
internal_weight=42.3786 38.9159 1.04265 37.8732 3.46267 2.95102 37.872 37.3661 36.8491 36.8478 7.14361 6.62808 2.06783 29.7042 16.3868 13.3174 12.7449 1.53976 11.2052 16.381 2.58453 2.04214 13.7964 1.62459 12.1718 1.05582 10.693 11.1397 2.53762 2.01727
internal_count=4034 3490 60 3430 544 510 3365 2420 2360 2328 523 443 189 1805 1183 622 558 61 497 1157 547 444 610 335 275 217 445 235 127 110
is_linear=0
shrinkage=0.1


Tree=929
num_leaves=31
num_cat=0
split_feature=1 1 4 3 1 0 0 3 4 3 0 4 4 4 0 3 2 3 2 3 1 1 1 1 1 0 4 0 3 4
split_gain=4.55627e-05 0.00014187 0.000340419 0.000156665 7.99546e-05 7.38003e-05 0.000146186 5.2344e-05 0.000215159 0.000670932 0.0124693 0.0130038 0.00617709 0.00938084 0.00452495 0.00563527 0.00215012 0.000607595 0.000421739 0.000301945 0.000762194 0.000250253 0.000208773 0.000422167 0.000249756 0.000391807 0.0002041 0.000147312 0.000251909 0.000137492
threshold=61.901748453550006 61.93400995115001 40.583589072600013 -0.27628999999999998 61.87486387225001 85.667718326750006 85.764502819450016 0.08833000000000002 41.481306584950012 0.10157500000000001 86.420486603250012 42.402981339000007 42.753078181500008 43.384297312450009 88.17067284620002 0.09914000000000002 -0.083954999999999988 0.090735000000000024 -0.095854999999999996 0.11660000000000002 62.009286778800011 62.272755675600003 62.014663695050011 61.987779113750001 62.084563606450011 87.48511602295001 42.865207177650007 86.565663342300013 -0.085699999999999998 41.289992964000007
decision_type=2 2 2 2 2 2 2 2 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 -1 -5 -7 22 29 10 26 14 -13 -14 -12 18 -15 -18 -16 20 -11 -21 23 -8 25 -24 -10 28 -26 -9
right_child=1 3 -4 5 -6 6 7 8 9 19 11 12 13 16 15 -17 17 -19 -20 21 -22 -23 24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.00014825620610076394 0.00063350817872441306 -0.036261015164096459 -0.002978938644210749 -0.0011892323791939867 0.0015032985168411419 0.0016509567956935348 -0.00038498843440287528 2.4069395794660504e-05 0.0016937752277745581 0.0041396728634847686 -0.096075863378063162 0.037168402982172367 -0.089649156666384455 0.067684831542947452 -0.049258123915054935 0.067908012918395377 0.0074285644155651313 -0.10003394854169889 -0.093264506242804204 -0.0019607423365727425 -0.00056125184269428374 6.8684709195690463e-05 -0.0033789796920915363 0.0024955761189948931 -0.00035354840881054534 0.00050353122936783439 -0.0011338623972610557 1.4206631912424059e-05 0.0027838210957771203 0.0016825301499728178
leaf_weight=2.9509523973671388 0.51944252696647086 0.001191372365872633 0.52402703237890336 0.51263716131870651 0.51082828477648679 0.54082441876614851 1.0075799523329032 12.805645401035758 0.5195858014240009 0.52092405582334267 0.032493258302565775 0.022240532610408925 0.013595317033457288 0.0070622299450494586 0.004159184208525347 0.0042679572943598041 0.0010302501652513785 0.001075267423981785 0.0045713619700364907 1.0174319981260858 1.0207326996876642 1.5085266535204938 0.53804218038567586 1.0277338528894686 0.49889821730175754 0.50284402357647195 0.50179514568844752 14.21172184023308 0.525491099836638 0.52018685246554319
leaf_count=527 19 65 41 304 17 61 17 763 29 8 20 35 36 33 21 7 65 19 41 20 59 34 58 25 4 13 19 1597 43 34
internal_value=5.53334e-07 -3.03727e-05 -0.00118065 1.32017e-06 0.000348209 2.46093e-06 1.88135e-05 -5.16152e-06 -0.000123774 -0.000670707 -0.0028476 -0.0384249 -0.000312592 -0.0369332 -0.0761283 -0.0262639 0.041242 -0.0474515 -0.0723001 -7.56567e-05 0.00102719 -0.000748749 0.000114701 0.00106956 -4.69661e-06 -0.00150337 0.000304583 9.76883e-05 0.00125586 8.8809e-05
internal_weight=42.3775 38.9158 1.04347 37.8723 3.46178 37.8711 37.3585 36.8176 18.5053 5.17949 1.11188 0.0904954 0.0450036 0.0227631 0.0454918 0.0129985 0.00916775 0.00210552 0.00873055 4.06762 1.54166 2.52596 18.3123 2.03531 16.277 1.04089 1.02138 15.2361 1.02439 13.3258
internal_count=4034 3490 60 3430 544 3365 3061 3000 1243 446 325 277 188 153 89 69 117 84 62 121 67 54 1757 42 1715 71 48 1644 47 797
is_linear=0
shrinkage=0.1


Tree=930
num_leaves=31
num_cat=0
split_feature=3 1 3 3 0 1 2 3 4 4 4 3 0 3 3 0 4 1 0 3 3 3 4 2 4 4 4 1 4 3
split_gain=5.87538e-05 0.000210198 0.00018632 0.000636318 0.000316578 0.000421183 0.000351319 0.000157602 0.000103416 7.70166e-05 0.000208011 0.00013975 0.000726934 0.000119 0.00026148 0.000202363 0.000856219 0.000219172 0.000327464 0.000114539 0.000138043 0.000208616 0.000182063 0.000402412 0.000651105 0.000215731 0.000341137 0.000192521 0.00025972 0.000233511
threshold=0.41214500000000009 62.079186690200011 0.11531000000000002 0.11148000000000002 86.103248543850015 61.907125369850007 -0.084275000000000003 0.11002000000000002 40.098777110850008 35.419594101850009 37.038444968100009 0.10507500000000002 86.329079026800017 0.096515000000000031 0.094725000000000018 86.83719761350001 38.969453495950006 66.45599652655001 97.674372337300014 0.093325000000000033 0.08833000000000002 0.087475000000000011 41.827117825850003 -0.097799999999999984 43.182896969600009 41.535369675400013 40.890797847750008 75.499969677400017 38.334060527150008 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 -2 3 7 5 -4 -6 9 -8 -1 -11 13 -13 14 19 16 -15 -17 -19 20 21 -12 25 -24 -25 26 27 29 -29 -22
right_child=1 -3 4 -5 6 -7 8 -9 -10 10 11 12 -14 15 -16 17 -18 18 -20 -21 22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.00086851028528951669 0.0015786781782563498 -0.00027842461924460789 -0.0001374682920978117 0.0034678245230197616 0.0021874555987555417 -0.004198031504237274 -2.7492499783924648e-06 -0.0017564470894641756 -0.0014303759955263272 -0.0019769431069197332 8.2167032475470055e-06 -0.0037737926360194387 0.0014622953865669126 -5.123549637084435e-05 -0.0022479280580495727 -0.0018890344756531793 0.0045004506011251449 0.0025620087345285571 -0.00033629930522018742 0.00074158900930016336 -0.0016832220400972318 0.0012157966678749516 0.00094600158448339053 -0.0049029721708862958 9.8324699790869921e-05 0.0018135637963339686 -0.002706345397343633 -0.00046521199863455546 0.0027281977273211507 6.2535978074525908e-05
leaf_weight=1.0203895843966595 1.0178811323612513 1.5190089670116094 0.50154902275426294 0.53305221319306539 0.52325167278469553 0.52058880535022212 1.0119565976774771 0.51101241483231419 1.0177034900472426 0.53099714603729964 16.254014664061678 0.52150602930917744 0.53936851223593252 1.4085529480267402 0.51817872073945892 0.52137703234620891 0.5848834687150698 0.52455649534761084 1.5177874035904646 2.0342267244881667 1.0273557958085398 1.5686539920111844 0.5083665236709648 0.53856117812330784 0.50382477488458621 0.51379743930887389 0.54424229700506987 0.50140019830653304 0.51757922559813974 3.0140693636840012
leaf_count=339 20 67 22 63 39 25 32 27 21 212 2003 33 54 16 73 40 77 58 82 82 61 141 39 106 96 17 58 12 70 49
internal_value=8.76945e-08 0.000466704 -2.96304e-05 3.82821e-05 -0.000718392 -0.00220557 -0.000122954 -1.28904e-05 -0.000718584 1.24116e-05 -1.31359e-05 1.78417e-05 -0.00111167 5.45967e-05 -2.24191e-05 0.000528544 0.00128425 -5.90594e-05 0.000408103 1.94761e-05 -3.81479e-05 0.000114501 -0.000392894 -0.00136069 -0.00248566 -0.0001476 -0.000327387 -7.15316e-05 0.00115684 -0.000381247
internal_weight=42.3697 2.53689 39.8328 36.2578 3.57505 1.02214 2.55291 35.7247 2.02966 35.2137 34.1933 33.6623 1.06087 32.6014 28.0443 4.55716 1.99344 2.56372 2.04234 27.5261 25.4919 17.8227 7.6692 1.55075 1.04239 6.11844 5.60465 5.0604 1.01898 4.04143
internal_count=4034 87 3947 3808 139 47 92 3745 53 3718 3379 3167 87 3080 2807 273 93 180 140 2734 2652 2144 508 241 202 267 250 192 82 110
is_linear=0
shrinkage=0.1


Tree=931
num_leaves=31
num_cat=0
split_feature=3 3 3 1 0 4 0 3 3 3 1 1 1 4 3 3 3 2 1 2 0 3 0 4 4 2 3 2 2 1
split_gain=5.41014e-05 0.000101882 0.000516719 0.000214986 0.000530558 0.000184454 0.000161778 0.000127507 0.000101827 0.000205227 0.00100702 0.000125415 0.000501393 0.0010436 0.000338537 0.000338201 0.000709543 0.000196716 0.000133482 0.000106419 7.03233e-05 0.000209711 0.000196111 0.0001263 0.000691186 0.000368278 0.000341914 0.00010384 0.00134631 0.000238044
threshold=0.43162500000000009 0.11531000000000002 0.11148000000000002 61.966271448700006 86.692020874450009 41.092444989200011 85.877418060900013 0.11002000000000002 0.10932000000000001 0.10507500000000002 62.068432857650002 62.009286778800011 61.987779113750001 42.310579034350006 0.092075000000000032 0.10301500000000002 0.094175000000000023 -0.078504999999999991 62.014663695050011 -0.083064999999999986 85.812895065800021 0.10249000000000003 85.667718326750006 34.654301448200009 34.883496062400006 -0.070909999999999987 0.094375000000000028 -0.06828999999999999 -0.075639999999999999 63.705703859100005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 6 -6 -5 8 9 11 -11 12 14 -14 17 16 -16 19 -13 -1 22 23 -20 25 -25 26 -22 28 -26 -29
right_child=-2 3 -4 4 5 -7 -8 -9 -10 10 -12 18 13 -15 15 -17 -18 -19 20 -21 21 -23 -24 24 27 -27 -28 29 -30 -31
leaf_value=-0.0015506581905241567 0.00058535650060080775 0.00030456500945969612 0.0031285938422470488 -0.0015554380488166548 -0.0014245578925766022 0.00089088776711508568 -0.0040621093462191267 -0.0015789329634327714 0.0014155509132977471 -0.0045225665958070742 0.0016498018953889613 -0.0016572948712945533 0.0055027212853347648 -0.00080406121599808315 0.00016697134333489431 -0.00040934392092222623 0.0046485242292182453 -0.0026279770802848505 -0.00061819089573266883 0.00021631951983511807 -0.0020995408961299359 -0.0020292938077931286 0.0021414666727158698 -0.079452906049395089 -4.4504363416103171e-06 -0.031985121152098527 0.057717236461790458 0.001341922836224572 -0.0051323944392944101 2.3110747079915157e-05
leaf_weight=0.51612711652735832 1.5229295544225241 2.0253065695310406 0.53183130798635048 0.50669274317679247 0.52088384624691997 1.0134208870709382 0.52345758650699281 0.51158584632378179 0.50886552687961639 0.51932108236223706 0.53830931042856045 0.51141243354300314 0.53892640089475186 0.51129438686035655 1.0141094096814272 1.4115756838182276 0.54214899914812509 0.52567939610673819 0.50689145581253103 1.0036402044485155 0.0017325732701412308 0.52901423179242968 0.52340659956411173 0.0010954315092303038 12.267484968191377 0.0012274734009930406 0.0021308408557229961 1.5602706654591685 0.53428530523975659 11.143980468555801
leaf_count=371 53 39 63 20 60 31 23 27 13 25 71 23 30 28 29 15 56 200 173 17 77 52 49 13 1513 88 13 90 52 720
internal_value=1.41422e-07 -2.16781e-05 3.45141e-05 -0.000465562 -0.00107378 0.000104813 -0.00282917 -1.15475e-05 1.1224e-05 -9.36766e-06 -0.00138097 3.3747e-05 0.000445526 0.0024323 2.93215e-05 0.000711529 0.0017282 -0.000960525 -5.67736e-05 -0.000383763 -2.65379e-05 -5.85964e-05 0.000783756 -1.77326e-05 -2.08759e-05 0.0157316 0.030892 -1.74645e-05 -0.000218467 0.00018508
internal_weight=42.369 40.8461 36.2563 4.58976 2.56446 1.5343 1.03015 35.7245 35.2129 34.7041 1.05763 33.6464 6.0635 1.05022 5.01328 2.96783 1.55626 2.04545 27.5829 1.51977 27.0715 26.0412 1.0303 25.5122 25.5071 0.00509089 0.00386341 25.506 12.8018 12.7043
internal_count=4034 3981 3808 173 134 91 43 3745 3718 3705 96 3609 746 58 688 100 85 588 2863 388 2840 2618 222 2566 2388 178 90 2375 1565 810
is_linear=0
shrinkage=0.1


Tree=932
num_leaves=31
num_cat=0
split_feature=3 1 3 3 1 0 4 3 3 3 1 3 1 4 1 2 4 3 3 3 2 1 3 3 2 0 3 3 1 4
split_gain=6.64026e-05 0.000244747 0.000157917 0.000419496 0.000269324 0.000969268 0.000204237 0.000103174 8.25583e-05 0.000166021 0.000813419 0.00010428 0.000101308 0.000244415 0.000489358 0.000703096 0.000333229 0.000162765 0.000122821 0.000142756 0.000118 0.000165292 8.97202e-05 0.000287385 0.000103506 0.000201138 0.00029991 0.000757873 0.000215969 0.000558864
threshold=0.41214500000000009 62.079186690200011 0.11531000000000002 0.11148000000000002 61.966271448700006 88.098084476650016 41.092444989200011 0.11002000000000002 0.10932000000000001 0.10507500000000002 62.068432857650002 0.10335500000000002 62.009286778800011 41.50623664750001 61.87486387225001 -0.122095 42.094663496250007 0.10220000000000003 0.09914000000000002 0.097450000000000023 -0.080019999999999994 61.966271448700006 0.096515000000000031 0.094725000000000018 -0.095854999999999996 87.350693116400024 0.09180000000000002 0.081155000000000019 64.665483411650015 42.779078631750004
decision_type=2 2 2 2 2 2 2 2 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 7 -4 -6 -7 8 9 11 -11 12 13 14 -1 -16 -15 18 19 22 21 -18 23 24 -14 26 27 -26 29 -27
right_child=1 -3 4 -5 5 6 -8 -9 -10 10 -12 -13 17 16 15 -17 20 -19 -20 -21 -22 -23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=0.00014180671560794336 0.0016953775561243268 -0.00030815980337895918 9.6094570871314052e-05 0.0028219015183651294 -0.0051497786217984606 -0.001264233719161375 0.0015519719925778611 -0.0014195276768987706 0.001275265541100354 -0.0040584885841365775 0.0014864709730975747 0.0014022907605367573 0.00032289233597912709 -0.0026191459040285211 7.1903022701586751e-06 0.005176725727352869 -0.00081468145686149074 -0.0018407229917644778 0.0014641972110148226 -0.0017056959022736769 -0.0011040295786486419 0.0013900491398154222 0.0012697891850901397 -0.0023992339387306745 -0.00051854190231895303 0.0036895230129008957 0.00010696537941996328 -0.0046450364787194581 -5.1715769334744303e-05 -0.00090872866987070961
leaf_weight=2.4272839781794104 1.0186763551339462 1.518685045017578 2.0203807239329299 0.5307310675666973 0.52539798361970458 0.52083518577790211 0.50935779241862233 0.51210156400196538 0.50838465237757091 0.52075282617374841 0.53774433995969262 0.54510687540917402 6.5983569820534305 0.52161806814186062 0.50109022824823246 0.55393461402263722 0.51081990601139593 0.51208073407330701 0.53141486121529879 0.5237923311189111 0.50975163528609235 1.0171705960610422 0.51405556549569453 0.51646983571819305 2.0290590449279167 0.54039823621986183 2.5222615688054884 0.57013536209144211 11.68291981347409 0.51736157266714144
leaf_count=220 20 67 34 63 32 56 17 27 13 25 71 53 1118 73 83 54 158 27 98 58 120 27 56 71 120 62 39 128 1025 19
internal_value=1.91285e-07 0.000496202 -3.14063e-05 3.11282e-05 -0.000665409 -0.00165444 0.000128181 -1.03327e-05 1.01618e-05 -8.37115e-06 -0.0012415 3.0424e-05 7.83145e-06 0.000378068 0.000923346 0.00272142 -0.000363846 -7.48362e-05 -4.0772e-05 -7.15146e-05 0.000213462 0.000652989 -3.79353e-05 -6.48498e-05 -1.55606e-05 -0.000140587 -0.00066986 -0.00142369 7.21688e-05 0.00144047
internal_weight=42.3681 2.53736 39.8308 36.2548 3.57597 1.55559 1.03019 35.7241 35.212 34.7036 1.0585 33.6451 33.1 6.04167 3.48231 1.05502 2.55936 27.0583 26.5462 26.0148 2.03774 1.52799 25.491 24.977 24.4605 17.8621 5.12146 2.59919 12.7407 1.05776
internal_count=4034 87 3947 3808 139 105 73 3745 3718 3705 96 3609 3556 735 357 137 378 2821 2794 2696 305 185 2638 2582 2511 1393 287 248 1106 81
is_linear=0
shrinkage=0.1


Tree=933
num_leaves=31
num_cat=0
split_feature=2 3 3 3 1 3 4 0 2 4 3 4 0 3 3 4 1 4 3 1 4 4 2 3 4 1 1 0 4 3
split_gain=6.53747e-05 0.000142633 0.000328768 0.000137612 0.000124818 0.000250173 0.000174549 0.000531126 0.000269458 0.000705142 0.000186262 0.00029935 0.000172088 0.000102008 0.00047067 0.000440247 0.00021485 0.000339379 0.000152561 0.000204342 0.000104721 0.00148914 0.00300704 0.00243521 0.00147683 0.00139515 0.00122976 0.000922077 0.000144175 0.000424523
threshold=-0.044409999999999998 0.049900000000000007 0.078905000000000017 -0.11223 71.104340634100012 0.098075000000000023 41.436838994450007 87.818484831100008 1.0000000180025095e-35 36.491284729650012 0.12201500000000003 38.539340721750001 86.692020874450009 0.10546000000000001 0.10932000000000001 40.241071441700008 62.046925192600007 41.481306584950012 0.10184000000000003 66.351146659450009 38.179089776100007 37.137227079750012 -0.070909999999999987 0.088435000000000027 34.41230404325001 65.29995953045001 65.536543845950021 93.55565448145002 39.685256516350002 0.089305000000000023
decision_type=2 2 2 2 2 2 2 2 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 3 -3 -2 6 -6 8 -8 9 -4 11 -10 -13 18 -15 -16 -17 -18 20 -20 21 22 23 24 -1 -25 -26 -27 29 -22
right_child=1 2 4 -5 5 -7 7 -9 10 -11 -12 12 -14 14 15 16 17 -19 19 -21 28 -23 -24 25 26 27 -28 -29 -30 -31
leaf_value=0.054402931024465945 0.00020013547308554296 0.0027152001911104309 0.00026380786470959518 -0.0021009596781922072 1.4053875499368588e-05 -0.0022399456953722972 -0.0030290306377008 0.00049376060281666908 0.0020684852417651649 0.0046823779513893472 0.0020497566323630333 -6.0055400383004142e-05 -0.0021109065773395538 -0.0033535095815380063 -0.0027857075984299784 -0.00027970470305954865 0.003269611863331703 -0.00035491615978865842 0.0019068363537695619 -0.00059659451911176983 -0.00010399518156325831 -0.00037500090623160843 -0.075805730989659925 -0.034622687259141076 0.023909516604436729 0.09485411080923431 -0.10006058596464734 0.014460289268330557 -0.00013196544215640126 0.003167709646648937
leaf_weight=0.0011350989372378509 0.51047907895870093 0.51794386206417442 1.0052445462455528 0.52942057459462866 6.0401242312243522 0.53612434909553464 0.54274496125005933 2.0239973116057399 0.56513975331312138 0.5637020439706929 0.51079656320507627 2.0085126195999696 0.51382016151863386 0.52383399892834859 0.53742448169927959 2.0332695644422079 0.52642277109143243 0.50726828559731985 0.8959727360104931 0.51258452512313968 1.5167873372777481 0.5127544636847331 0.0080059679783271998 0.0020052378062915821 0.0010258583495910689 0.0034835297847166657 0.0036373147984401716 0.0024162160996654414 18.374234696895154 0.53701602724760533
leaf_count=130 240 73 10 79 326 106 119 61 44 76 10 35 76 53 112 33 25 26 36 50 111 122 19 18 55 12 69 53 1793 62
internal_value=2.35826e-07 0.000160762 0.000240158 -0.000971369 0.000150576 -0.000169702 0.000422912 -0.000251144 0.000757739 0.00185134 0.000280897 -1.17459e-05 -0.000477831 -9.58887e-05 -0.000552622 -0.000145562 0.000317071 0.00149093 -1.16059e-05 0.000995819 -7.9299e-05 -0.00146112 -0.0271143 0.00133313 -0.0478886 0.0374371 -0.0727882 0.0619292 -4.31462e-05 0.00075147
internal_weight=42.3673 15.8681 14.8282 1.0399 14.3102 6.57625 7.73396 2.56674 5.16722 1.56895 3.59827 3.08747 2.52233 26.4993 4.12822 3.60439 3.06696 1.03369 22.3711 1.40856 20.9625 0.534464 0.0217092 0.0137033 0.00579827 0.00790498 0.00466317 0.00589975 20.428 2.0538
internal_count=4034 1255 936 319 863 432 431 180 251 86 165 155 111 2779 249 196 84 51 2530 86 2444 478 356 337 254 83 124 65 1966 173
is_linear=0
shrinkage=0.1


Tree=934
num_leaves=31
num_cat=0
split_feature=3 1 3 3 0 1 2 4 3 4 3 1 4 1 4 4 1 3 4 1 2 2 3 1 3 1 2 4 3 2
split_gain=6.12327e-05 0.000178367 0.000126699 0.000340153 0.000273842 0.000334595 0.000264508 9.27964e-05 8.09884e-05 0.000621912 9.24742e-05 6.54181e-05 0.000169022 0.000436927 0.000802143 0.000269275 0.000106228 0.000102174 0.000135602 0.00088949 0.000696654 0.000113476 0.000124016 0.000146882 0.000226385 0.00600695 0.00502826 0.00356574 0.00234435 0.00151775
threshold=0.41214500000000009 62.079186690200011 0.11531000000000002 0.11148000000000002 86.103248543850015 61.907125369850007 -0.084275000000000003 40.098777110850008 0.10507500000000002 40.984321400500008 0.10335500000000002 62.009286778800011 41.50623664750001 61.87486387225001 39.525197829750006 42.094663496250007 62.014663695050011 0.10220000000000003 34.883496062400006 74.739136026450012 -0.10423499999999999 0.22598000000000004 0.09914000000000002 76.279622535200005 0.081280000000000019 81.320481529800006 0.059320000000000012 40.00488309970001 0.089850000000000027 -0.083424999999999985
decision_type=2 2 2 2 2 2 2 2 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 8 5 -4 -6 -8 10 -10 11 12 13 -1 -15 -14 -13 18 19 20 -18 22 23 -20 -25 26 27 29 -29 -26
right_child=1 -3 4 -5 6 -7 7 -9 9 -11 -12 16 15 14 -16 -17 17 -19 21 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=1.7720060458704737e-05 0.0015013628118222106 -0.00020949619460333826 -0.00013589568555453477 0.0025414479745408127 0.0019627620627187541 -0.0037531306711831055 0.00011770965755310698 -0.0012340094674870607 -0.0034879518080160547 0.00042470064472170882 0.0013182431105311513 -0.0014884947151025344 -0.0023396127967185085 -0.00044198334216914839 0.0050842796482446035 0.00020500030818825033 0.046315118700478324 -0.0014311387817055618 -7.7644552408131381e-05 -0.10003380394353163 -0.025938634007562474 -0.001461853734631761 0.0015464522770012353 0.00017301581977465815 -0.0025022415524584753 -0.0003956707598775175 0.084725275435170971 0.05804426063161694 -0.019972153312630386 -0.10016820533480682
leaf_weight=2.4255094481841866 1.0173258767649738 1.5196457558147538 0.50155677514840158 0.52968172732397434 0.52241938461855975 0.52172352741294503 1.0127338074517882 1.0187906153393038 0.55365386280068074 1.5257945145553984 0.54482966925981102 0.51191080380272325 0.52250735509557555 0.50069707741544289 0.55247523843894442 2.0375858690728101 0.0021383332678742151 0.51341694885163036 22.92341233059464 0.0010236366847684898 0.0035495092683988328 0.52243325491403325 0.52605207372428964 1.5081001337841375 0.0031027563570634742 0.50661097344059469 0.015378121051654148 0.012678163233772466 0.0055324696863863201 0.0032660578854121205
leaf_count=220 20 67 22 63 39 25 32 21 83 53 53 23 73 38 99 305 31 27 1319 153 29 148 76 528 24 325 41 42 26 29
internal_value=2.0977e-07 0.000476558 -3.01323e-05 2.58951e-05 -0.00059791 -0.00198016 -4.40902e-05 -0.000560165 -1.14056e-05 -0.000617044 2.60294e-05 4.75769e-06 0.000302356 0.000756211 0.00245699 -0.000314348 -6.16585e-05 -3.41442e-05 -6.59331e-06 -0.014219 0.00122502 -2.92835e-06 2.69567e-05 -5.04475e-06 0.000804933 0.00254853 0.0398772 0.011818 0.0343425 -0.0525873
internal_weight=42.3655 2.53697 39.8286 36.2513 3.57722 1.02328 2.55394 2.03152 35.7217 2.07945 33.6422 33.0974 6.03877 3.47868 1.05317 2.56009 27.0586 26.5467 26.0333 0.00671148 0.00568784 26.0266 25.5041 24.9781 2.05467 0.546569 0.0399576 0.0245794 0.0182106 0.00636881
internal_count=4034 87 3947 3808 139 47 92 53 3745 136 3609 3556 735 357 137 378 2821 2798 2771 213 60 2558 2410 2334 1015 487 162 121 68 53
is_linear=0
shrinkage=0.1


Tree=935
num_leaves=31
num_cat=0
split_feature=2 2 4 2 4 1 2 0 4 3 0 2 0 3 4 4 0 2 1 0 0 2 1 2 4 2 4 4 0 0
split_gain=6.61014e-05 0.00020094 0.000105753 0.00015316 0.000146818 0.00019464 0.000483749 0.00057471 0.000359433 0.000287246 0.000222385 0.000155571 0.000143189 0.000181322 0.000101796 0.000534037 0.000108355 0.00059102 0.000452454 0.000165933 0.000107681 0.000263696 0.00063672 0.00020689 0.000417044 0.000203974 9.98621e-05 0.000271916 0.000146771 0.000107415
threshold=-0.06483499999999999 -0.072524999999999992 42.536568606950006 -0.02903 42.388109226950007 63.705703859100005 -0.053159999999999992 87.278104746850019 41.035283712600005 0.10661000000000002 93.399723909900004 -0.010319999999999999 94.114853772600014 0.10608500000000003 42.824128352900011 43.077238082650005 85.925810307250018 -0.075639999999999999 61.993156030000002 86.103248543850015 87.278104746850019 -0.08786999999999999 62.014663695050011 -0.088224999999999984 41.360869295700006 -0.092479999999999993 42.141702038450013 41.147265497500008 96.682331287150021 101.28228314840001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 4 -4 5 6 -2 8 9 11 -7 -8 -12 26 16 -16 -1 18 -18 -20 21 -21 -23 25 -25 -22 27 28 -14 -30
right_child=2 -3 3 -5 -6 10 7 -9 -10 -11 12 -13 13 -15 15 -17 17 -19 19 20 23 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.00023999216015903034 0.0035092271803870544 -0.0019907870040422912 -0.0019313351513718978 -8.0195935973081917e-05 0.0019211497344781806 -0.0020293015802078746 -0.0011957561681439084 0.0034856672688212834 -0.0024430383825836937 0.0017447019530804323 0.001659784458303747 0.00039121017983485091 -0.0011155522179186379 -0.0018592801507086199 0.0033403264561276918 -0.00021059832376285758 -0.0017816985882051024 -0.0035672654308571217 0.001793713341026354 -4.030974127750838e-05 0.00038876509514428753 0.0007823302567900362 -0.004183354580946934 -0.00043527589919269019 0.0035440021419530011 -0.0012454720095848965 -0.0012997084336278941 0.0023776617523748318 0.00040097948215466129 -0.00073846689674601817
leaf_weight=5.4427680914203789 0.54521660027239693 0.55579569988531474 0.51175284537975896 3.5301941933136054 0.51499343878164872 0.54724432017153368 1.0192539448194966 0.52293275807880935 0.53819246040763591 1.0240786262729669 0.51899985672389348 1.5680260587679939 1.0109328882751905 0.52040801078450538 0.53430803269869054 2.0428801264978933 1.5364151939647772 0.52799788601217024 0.51464972240682882 6.0424724504009646 3.1135189235019625 0.50262760370969661 0.53103401574480813 0.52578031532705061 0.52771914868060676 1.011976164208358 0.49725410121588698 0.5156178101173835 4.5583502618758764 1.0107796318241762
leaf_count=403 41 81 96 315 31 128 28 56 105 19 53 63 36 56 76 867 33 38 34 64 688 2 78 116 78 55 19 58 71 246
internal_value=3.11036e-07 -0.000112087 0.000139131 -0.00031457 0.000262106 0.000202762 0.000690456 0.000361543 -3.21635e-05 0.000327124 -7.44447e-05 -0.000233972 4.94828e-05 -5.35261e-05 -6.63985e-05 0.000525587 -0.000141639 -0.000281663 -0.000160401 3.46677e-05 -3.92028e-05 -0.000292795 -0.00176874 0.000307283 0.00155802 -1.21102e-05 7.02375e-05 0.000166241 -7.04717e-06 0.000194174
internal_weight=42.3642 23.4099 18.9542 4.04195 14.9123 14.3973 5.2177 4.67248 4.14955 3.61136 9.17959 2.58728 8.63234 8.11334 22.8541 2.57719 20.277 14.8342 14.3062 12.7698 12.2551 7.07613 1.03366 5.17899 1.0535 4.1255 7.59293 7.09568 6.58006 5.56913
internal_count=4034 2613 1421 411 1010 979 312 271 215 110 667 91 539 486 2532 943 1589 1186 1148 1115 1081 144 80 937 194 743 430 411 353 317
is_linear=0
shrinkage=0.1


Tree=936
num_leaves=31
num_cat=0
split_feature=2 3 3 3 1 1 3 1 4 3 4 4 1 2 2 2 3 1 0 4 4 3 3 4 3 3 3 1 4 4
split_gain=6.13343e-05 0.000106622 0.000267996 0.000127935 9.57032e-05 0.000400894 0.000189324 0.000136558 0.000688709 0.000252 0.000665342 0.00113361 0.000158824 0.000145262 0.00019581 0.000229313 0.000137267 0.00011447 0.000105009 9.23563e-05 0.000152297 8.29312e-05 0.000732258 0.000292381 0.000193973 0.000126669 0.000126141 0.000110418 9.58683e-05 0.000254234
threshold=-0.044409999999999998 0.049900000000000007 0.078905000000000017 -0.11223 73.037342029850024 80.677940036650014 0.10220000000000003 61.982402197500001 40.206947806850003 0.096315000000000026 41.872294782850005 36.491284729650012 61.950140699950005 -0.018034999999999999 0.04932000000000001 0.066710000000000019 0.081280000000000019 62.272755675600003 86.054856297550018 35.419594101850009 37.445036092900004 0.10371000000000001 0.10828500000000003 40.241071441700008 0.12535000000000004 0.10184000000000003 0.098545000000000021 62.046925192600007 39.184300550350009 39.896141435400004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 3 -3 -2 7 -6 -7 8 12 13 11 -11 -4 16 18 -16 -9 -12 -15 -1 -21 25 -23 -24 27 26 28 -25 -22 -30
right_child=1 2 4 -5 5 6 -8 9 -10 10 17 -13 -14 14 15 -17 -18 -19 -20 20 21 22 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.0012278506159061515 0.00030671461618878926 0.002461166309930686 0.0020194343041981507 -0.001911052031029371 -0.0028289584069231544 -0.00025852131912853458 0.001900667911402118 -7.3625774845049682e-05 -0.0035669419602076141 -0.00027535287757946236 -0.00062588657898199525 0.0062615726798250409 -0.00042766753076820793 -0.00039277841221006392 0.0010921906883145126 -0.00046543198918128407 0.0022413056929047885 0.00074969801205847025 -0.0024156535550506489 -0.0018051107122103284 0.00074053133273541973 -0.0039506230362210022 -0.0021594460995128469 0.00046213053178921807 -0.00017750824036377201 0.0011659242675925259 -0.0015844941043819058 0.0025222618801274714 -0.0022366755043580185 -1.4856907475327381e-05
leaf_weight=0.51917745924554637 0.51083439036702993 0.51703265456362579 0.56665697820976235 0.52996026308093136 0.53848483413873127 2.015161822295739 0.50858086153621451 0.49980297651518035 0.51949399786587447 0.50177132730823382 1.0085089489348322 0.56288895412654938 0.49858801307073009 0.50275754295668285 1.5170326530933378 2.5072527784500362 0.52542982114069758 1.5117602773428584 0.52416369015270448 0.52497357363415176 1.547616447530493 0.53381069748581111 0.52617914784085718 0.51554675775764758 2.0287173971457548 0.88557218681552186 0.52581617604703978 0.52520343692557958 0.53032496515604677 17.834313363420641
leaf_count=257 240 73 43 79 123 234 30 13 69 8 26 57 4 22 16 93 28 25 72 226 187 60 56 19 35 35 70 34 98 1702
internal_value=3.37932e-07 0.000155834 0.00022452 -0.000822546 0.000143699 -0.000351924 0.000176595 0.000278653 -0.000581741 0.000419782 0.0010847 0.00318074 0.000874068 2.75019e-05 -0.000192773 0.000121744 0.00111277 0.000199245 -0.0014253 -9.27711e-05 -0.000119164 -8.43911e-05 -0.00049457 1.85171e-05 0.000391871 -4.95749e-06 -5.56913e-05 0.00150175 -1.53207e-05 -7.90175e-05
internal_weight=42.3634 15.8662 14.8254 1.04079 14.3083 3.06223 2.52374 11.2461 1.58474 9.66137 3.58493 1.06466 1.06524 6.07644 5.05121 4.02429 1.02523 2.52027 1.02692 26.4973 25.9781 25.4531 4.12946 3.59565 3.06947 21.3236 20.4381 1.04075 19.9123 18.3646
internal_count=4034 1255 936 319 863 387 264 476 116 360 116 65 47 244 203 109 41 51 94 2779 2522 2296 204 144 88 2092 2057 53 1987 1800
is_linear=0
shrinkage=0.1


Tree=937
num_leaves=31
num_cat=0
split_feature=3 1 0 3 2 0 1 3 3 4 4 2 4 1 3 4 0 1 3 1 2 3 1 1 3 1 3 3 3 4
split_gain=5.29068e-05 0.000235765 9.11475e-05 0.000229852 0.000561351 0.000634643 0.000287721 0.000655774 0.000588933 0.000172091 0.000353641 0.000241938 0.000105851 0.000323038 0.00019272 0.000108089 0.000185069 9.48182e-05 7.49209e-05 0.000294464 0.000123333 0.00456356 0.00203921 0.00801448 0.0037555 0.00212698 0.000414818 0.000108379 0.000188953 0.000136638
threshold=0.41214500000000009 62.079186690200011 86.643628628100018 0.10433500000000002 -0.086139999999999994 86.565663342300013 62.052302108850007 0.088145000000000015 0.082205000000000014 42.522337019050006 41.806790701050012 -0.088224999999999984 40.159267750750011 61.93400995115001 0.10249000000000003 41.646178195200001 85.791387400750025 61.966271448700006 0.10184000000000003 62.272755675600003 0.086310000000000026 0.09180000000000002 76.830756451950009 77.742143758150021 0.081515000000000018 83.116371560950014 -0.097689999999999985 0.094725000000000018 0.098075000000000023 34.466665687600006
decision_type=2 2 2 2 2 2 2 2 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 17 -6 9 8 -8 10 12 -11 13 14 -1 16 -14 -5 20 -20 27 22 24 -24 26 -25 -22 29 -29 -4
right_child=1 -3 18 4 5 -7 7 -9 -10 11 -12 -13 15 -15 -16 -17 -18 -19 19 -21 21 -23 23 25 -26 -27 -28 28 -30 -31
leaf_value=0.0019503265284488926 0.0016205518866003903 -0.00034632962369436312 0.023289912972310756 0.00038667521976747658 -0.0051516128348054972 -0.00025755210705362251 -0.0021521748465228563 -0.0040349655965230989 0.0026008801090766399 0.00017083099514564218 0.002943206875203325 -0.0024940689611073629 0.002496550769833644 -0.0024881627431535018 -0.00029219910103504203 -0.0008134758515949761 0.00045333422413987632 -0.00085879637132207194 0.0027196866647305334 0.00013733594401511354 0.010053838845162495 0.00074419373118651605 0.098267337038875385 -0.10009887314463616 -0.10013350041946972 0.055963083634697319 -0.033541451677266916 -0.0022850896307870833 3.800607594940251e-05 0.00010956753060612007
leaf_weight=0.52740625125687723 1.0181123942031747 1.5182146858962431 0.0025432346774348904 1.5183123380347758 0.56362059169023015 0.50004471396096051 0.51754201794908861 0.54631929882762609 0.52526573439297963 1.0120419583425673 0.52453989905953413 0.5135501449586316 0.51882110716030672 0.51967418908639862 1.4017903066123836 0.5042693606849723 3.0457733403263774 1.0231780923600124 0.51461277515045267 3.1111113741886744 0.0045226961271396249 0.51294024585917064 0.0044623907434484522 0.0055255902882653252 0.010286001945523565 0.0010372460098679037 0.0042183829578789078 0.53072161353618863 1.0288889255083589 20.333479070138463
leaf_count=177 20 67 102 30 75 3 89 91 104 170 84 133 113 44 9 21 48 23 12 273 23 57 33 76 65 87 18 119 96 1772
internal_value=3.6045e-07 0.0004432 -2.78416e-05 -0.000236035 -0.000921999 -0.00285084 7.44364e-06 -0.00122839 0.000241955 0.00023666 0.000445256 -0.000726237 0.000244224 -0.000275238 0.000320865 0.000556864 0.000750721 -0.000114739 8.20858e-05 0.000503859 1.39341e-05 -0.00147482 -0.0393495 -0.0051292 -0.0591785 -0.0754335 -0.0109849 5.08539e-05 -0.000752523 0.000112466
internal_weight=42.3628 2.53633 39.8265 13.7621 3.60516 1.06367 10.157 1.58913 1.04281 8.56787 7.04227 1.52559 6.51773 2.44887 1.9292 4.06886 3.56459 2.54149 26.0643 3.62572 22.4386 0.542993 0.0300523 0.0110252 0.0190271 0.00656284 0.00874108 21.8956 1.55961 20.336
internal_count=4034 87 3947 1214 131 78 1083 284 193 799 496 303 412 230 186 182 161 53 2733 285 2448 359 302 196 106 163 41 2089 215 1874
is_linear=0
shrinkage=0.1


Tree=938
num_leaves=31
num_cat=0
split_feature=0 0 4 1 2 2 1 1 1 1 2 2 2 4 0 2 2 0 0 0 4 4 1 2 0 2 1 2 3 4
split_gain=6.06987e-05 0.000230815 7.24637e-05 0.00249917 0.00297781 0.00237615 0.00165584 0.000802852 0.000223046 0.000131001 0.000129868 9.2318e-05 6.68927e-05 0.000109696 0.000624337 0.000365366 0.000358387 0.00163936 0.0097589 0.000576546 0.000135862 0.000544752 0.000189729 0.000374844 0.00231062 0.000370503 0.000459081 0.000204848 0.000200121 0.000132017
threshold=85.667718326750006 85.764502819450016 39.952536079750011 62.046925192600007 -0.082334999999999992 -0.083064999999999986 61.622148808000013 58.167480110400007 57.041016153700006 61.778079379550007 -0.14138499999999998 -0.23349 -0.044409999999999998 39.685256516350002 91.066142252700018 -0.073609999999999995 -0.046635000000000003 93.899777122150013 86.329079026800017 87.009258933850006 42.824128352900011 43.084235337800003 62.391047833300007 -0.086719999999999992 86.256490657300006 -0.088224999999999984 78.962703749400006 -0.092479999999999993 0.10546000000000001 38.244973486750006
decision_type=2 2 2 2 2 2 2 2 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 8 -6 11 -8 -10 -4 13 14 -3 20 17 18 -17 -20 22 -22 23 -15 28 27 -27 -24 -25 -16
right_child=1 12 3 -5 7 -7 9 -9 10 -11 -12 -13 -14 15 29 16 -18 -19 19 -21 21 -23 25 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00017483025278055761 0.0020631635547532748 0.0034753886981123889 -0.028723907171891317 -0.00013258070870283658 -0.020746498500148411 0.096406590271346362 -0.061938684970156137 -0.10018441433676809 0.006359042975304101 -0.10002628654707005 0.047524892731217711 7.3527775240243734e-05 0.00016263045771273914 -0.00011296838234679137 -0.0010922049719186773 -0.059577539662155177 9.8156458910496626e-06 -0.0014536009680368453 0.021599309262138891 0.00077504598509073753 0.0034318226671308204 -0.00015536144491843894 0.00042513420714349536 0.0010883961468021416 -0.0072148514142886021 0.0040431626460519822 -0.00014487509231575843 -0.0013143703399130658 -0.00089565365376535495 0.00037441152976182973
leaf_weight=1.4243090725109093 0.54890274077145207 0.55981776353747115 0.0019113872373309479 0.50328455584603393 0.0015969568759788555 0.0019229671133871315 0.0019603028194978833 0.0062576358529444764 0.0019679919251842648 0.0016743449958767087 0.0012550949903697983 0.0026658158870844764 15.297659614006113 11.075973091776175 1.0220209335047656 0.032589753890192696 0.50309458066478796 0.51188328234764402 0.023103576502762735 0.031316697713918984 0.53470382893728219 2.0326841616573814 2.0624511504888039 1.022427893908556 0.54790369857073518 0.54486620003912623 0.50370501872045814 1.0077864095483051 1.0111538005476177 1.5364548340388346
leaf_count=255 70 93 92 135 126 11 4 54 38 95 11 21 998 96 351 26 6 50 21 29 63 617 307 39 91 76 53 34 10 162
internal_value=2.34885e-07 2.65226e-05 -0.000544867 -0.00154973 -0.0351728 -0.00644218 -0.0237378 -0.0840335 0.0022379 -0.0794842 0.0223893 -0.0119519 -1.52241e-06 -0.000103752 0.000450437 -0.000184333 -0.00195779 -0.00361066 -0.0163007 0.00961578 -8.82676e-05 0.000591733 -0.000186479 -0.000365889 -0.00145106 0.000408424 0.00203134 -0.000145847 0.000101871 -0.00021145
internal_weight=42.3593 40.4105 1.94881 0.524497 0.0212125 0.0133579 0.0114349 0.00785459 0.00780029 0.00363465 0.00322309 0.0045772 39.8616 24.5639 3.11829 21.4456 1.10199 0.598893 0.08701 0.0544203 20.3437 2.56739 17.7763 13.6575 2.58149 4.11881 1.04857 3.07024 2.03358 2.55848
internal_count=4034 3192 842 587 452 272 261 180 162 99 49 113 3122 2124 606 1518 132 126 76 50 1386 680 706 236 140 470 129 341 49 513
is_linear=0
shrinkage=0.1


Tree=939
num_leaves=31
num_cat=0
split_feature=1 1 0 3 1 3 3 3 3 3 3 0 4 1 0 2 2 1 3 3 3 3 3 3 3 3 2 4 1 1
split_gain=5.39222e-05 0.000226966 0.000243843 0.000141759 0.000131908 0.000150501 0.000551939 0.000130878 0.000800726 0.000236878 0.0003419 0.000852326 0.00027297 9.29347e-05 0.000179257 9.42043e-05 0.000277898 0.00130528 0.00941787 0.00979826 0.00641926 0.00135587 0.000926094 0.000229045 0.000184716 0.000333272 0.000325376 0.000276716 0.000260502 0.000734179
threshold=61.987779113750001 61.966271448700006 85.791387400750025 -0.27628999999999998 62.00390986255001 0.10932000000000001 0.088350000000000026 0.11243000000000002 0.10371000000000001 0.092075000000000032 0.10249000000000003 86.643628628100018 41.481306584950012 62.020040611300011 85.812895065800021 -0.046635000000000003 -0.077085000000000001 71.787208999250012 0.41991500000000009 0.089305000000000023 0.11002000000000002 0.10301500000000002 0.081280000000000019 0.092505000000000018 0.092260000000000023 0.09180000000000002 -0.079634999999999997 36.491284729650012 75.408562100950022 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=1 7 -3 -2 5 6 -5 8 9 12 11 -11 -1 -6 -15 16 24 18 19 22 21 23 -18 -21 25 26 -16 -26 29 -29
right_child=3 2 -4 4 13 -7 -8 -9 -10 10 -12 -13 -14 14 15 -17 17 -19 -20 20 -22 -23 -24 -25 27 -27 -28 28 -30 -31
leaf_value=-0.0026821881810354434 -0.034975561405284246 -4.944997902989854e-05 -0.0031277454387077797 0.0039635235451472217 -0.00075521694071748575 -4.1068549217371526e-05 -0.00063713708475312528 0.000641456793104694 -0.0040273316305290434 0.0049028758001758311 -0.00025411432710232477 -0.00081126248641613273 0.00013499496656101034 0.0018558584497064775 -1.7147405946462304e-05 0.00019896556516891623 -0.057637604437928237 -4.7305600019870121e-06 0.00034185980750686868 0.007048655802106423 -0.065639941913828603 0.034472062900853383 -0.090454768037896816 -0.0097319182983698349 0.0014939263853872928 0.0027295034361660472 0.0025596532579971682 -0.00038441137216724838 0.00095107846131477387 -0.0045820383926771504
leaf_weight=0.51971908691584401 0.0011553139770360535 0.50381966427554814 0.52597467731175129 0.52395994659279599 1.5320773848210318 1.004599160709972 0.51912638425983459 2.0332651078500596 0.51711094144775405 0.53896079235449701 1.402293667113554 0.50621762007358484 1.016927851064519 0.53578950763069144 9.1523983501160444 14.251006319551726 0.015321309632782554 2.5204883033482663 0.5011458694934845 0.014108126295411694 0.015593712117535574 0.01398788260667061 0.019599123451826017 0.01920900912168122 0.51388786261384201 0.51585240550048261 0.51775239221918035 1.5052065500058245 0.52248757298614457 0.5761661272244839
leaf_count=226 64 65 24 28 49 13 26 49 21 59 11 14 291 225 1176 921 18 108 2 16 14 25 29 29 81 16 89 8 148 189
internal_value=1.03936e-07 -0.000241876 -0.00162171 5.27155e-05 5.38788e-05 0.000832508 0.00167385 -2.44227e-05 -0.000325209 0.0001553 0.000766276 0.00213531 -0.000817822 5.18335e-06 4.25109e-05 1.08369e-05 -0.000152409 -0.0010019 -0.00519809 -0.0335803 -0.00999824 0.0083436 -0.0760563 -0.00262619 4.67801e-05 0.00025293 0.000120818 -0.000626733 -0.00104526 -0.0015464
internal_weight=42.3552 7.56429 1.02979 34.7909 34.7898 2.04769 1.04309 6.5345 4.50123 3.98412 2.44747 1.04518 1.53665 32.7421 31.21 30.6742 16.4232 3.11945 0.598965 0.0978192 0.0628987 0.047305 0.0349204 0.0333171 13.3038 10.186 9.67015 3.11775 2.60386 2.08137
internal_count=4034 760 89 3274 3210 67 54 671 622 601 84 73 517 3143 3094 2869 1948 241 133 131 84 70 47 45 1707 1281 1265 426 345 197
is_linear=0
shrinkage=0.1


Tree=940
num_leaves=31
num_cat=0
split_feature=2 2 4 0 2 0 2 0 3 0 0 4 2 4 2 1 0 1 3 1 3 1 3 3 4 0 4 2 2 1
split_gain=5.91918e-05 0.000158335 0.000113269 0.000148435 0.000896926 0.000303198 0.000214615 0.000180523 0.000177061 0.000157135 0.000248058 0.000462997 0.000194762 0.000145593 0.000125959 9.90517e-05 0.000129473 9.7363e-05 0.000169756 0.000167085 0.000762883 0.00488394 0.00329354 0.0039615 0.00198689 0.00100495 0.000370858 0.000289764 0.000517477 0.000248612
threshold=-0.06483499999999999 -0.072524999999999992 42.536568606950006 94.047642319350018 -0.053159999999999992 88.098084476650016 -0.037054999999999998 96.163458868000006 0.10608500000000003 85.861287312150012 86.382848189450016 41.147265497500008 -0.0034049999999999996 41.965809985500009 -0.02903 75.408562100950022 99.994511703900017 71.322105742700003 0.089920000000000014 62.391047833300007 0.08572500000000001 69.64719632740001 0.084090000000000012 0.080515000000000017 40.94178426300001 90.407470010750018 36.364346611650006 -0.089795 -0.22932499999999997 62.181348099150007
decision_type=2 2 2 2 2 2 2 2 2 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 -2 6 -6 -5 13 -8 11 -11 -12 -9 -4 17 -17 19 -19 29 21 22 23 24 -21 -25 -23 28 -26 -1
right_child=2 -3 14 7 5 -7 9 8 -10 10 12 -13 -14 -15 -16 16 -18 18 -20 20 -22 26 -24 25 27 -27 -28 -29 -30 -31
leaf_value=-6.2798880588704024e-05 0.0044721685003298456 -0.001775608534685111 -0.0018044290376277175 -0.0018191228072634742 -0.0019126155132741984 0.0024356562481790984 -0.0013376411949243799 0.00010881700838868032 -0.0016845518103821317 0.0038651874665885906 0.0007863706942695687 -0.00034892527947582002 -0.00081656243563771541 0.0018502733908409832 -0.00012569880310812776 0.0019718880660484074 4.7379750255653341e-05 -0.00024599322834924101 -0.0023459755820344243 -0.021107564243276644 0.00072459479206307394 -0.033824697496884625 0.090031043850893333 -0.10008263424954139 0.0063802294466945965 -0.016876769129704081 -0.10011992044021545 0.10003186666074959 0.099824911415531709 -0.0022788194804116597
leaf_weight=17.612688795416553 0.55354425420773612 0.55484579674136725 0.51178385261000059 0.51885060183781107 0.51983895048277329 0.57468747322624647 0.56184525989306955 7.0696118732752362 0.51758868592695506 0.52603851572348481 1.523231560214299 0.51690194541060919 1.5088723988305901 0.5150580458778754 3.5286413570320363 0.53090595322555278 1.0234795955923721 1.5091454615683324 0.51674816532845902 0.0026407381324021761 1.1076324441842982 0.0011754875085898666 0.0075882539058511602 0.0026730400438736987 0.0011302768858411699 0.0031765360968165623 0.0029904798176003666 0.0037401473382488388 0.0012458572410878332 0.52124448354295339
leaf_count=820 66 81 96 66 28 162 150 353 50 25 33 22 25 30 315 141 744 153 93 37 252 6 18 58 36 15 97 4 16 42
internal_value=-9.83038e-08 -0.000106472 0.000131297 0.000258595 0.000628182 0.000256927 1.41202e-05 -1.08415e-05 0.000104957 0.000230125 0.000446281 0.00177659 -1.13004e-05 0.000227075 -0.000338337 -6.59388e-05 0.000704702 -0.000122193 -0.000781639 -5.2857e-05 0.00112473 0.0179376 0.0365858 0.00882059 0.0513843 -0.0548988 -0.0814138 0.0826831 0.0553752 -0.000126497
internal_weight=42.3495 23.4031 18.9465 14.9061 6.28496 5.73142 5.15673 8.62111 8.10226 4.63689 4.07504 1.04294 3.0321 7.58467 4.04043 22.8482 1.55439 21.2938 2.02589 19.2679 1.13399 0.0263608 0.0221948 0.0146066 0.00875702 0.00584958 0.00416597 0.00611628 0.00237613 18.1339
internal_count=4034 2613 1421 1010 511 445 283 499 433 255 105 47 58 383 411 2532 885 1647 246 1401 539 287 184 166 93 73 103 56 52 862
is_linear=0
shrinkage=0.1


Tree=941
num_leaves=31
num_cat=0
split_feature=2 2 4 2 2 1 2 0 4 3 3 0 0 0 3 3 3 0 1 3 3 3 3 3 3 3 2 1 2 2
split_gain=4.79234e-05 0.000128109 9.80886e-05 0.000201528 0.000137695 0.000129723 0.000456537 0.000388379 0.000218745 0.000313086 0.000242379 0.00019733 0.000156151 0.000136593 0.000128775 0.000103744 0.000165301 9.55307e-05 8.02432e-05 0.000112605 0.00173245 0.00420694 0.000849166 0.000827153 0.00151895 0.000752868 8.96351e-05 0.000267603 0.000387002 0.000117854
threshold=-0.06483499999999999 -0.072524999999999992 42.558389508100007 -0.028049999999999999 0.051245000000000013 63.705703859100005 -0.053159999999999992 88.098084476650016 41.481306584950012 0.10661000000000002 0.10335500000000002 87.818484831100008 93.399723909900004 94.114853772600014 0.10608500000000003 0.093325000000000033 0.088435000000000027 96.682331287150021 75.408562100950022 0.089505000000000015 0.088220000000000021 0.087245000000000031 0.085610000000000019 0.082535000000000011 -0.059734999999999996 0.084090000000000012 -0.117885 66.590419433100024 -0.079634999999999997 -0.12546499999999997
decision_type=2 2 2 2 2 2 2 2 2 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 -5 6 -2 8 9 10 15 -10 -7 -14 17 16 -8 -15 26 20 21 22 23 24 -20 -25 29 -28 -29 -1
right_child=2 -3 3 4 -6 12 7 -9 11 -11 -12 -13 13 14 -16 -17 -18 -19 19 -21 -22 -23 -24 25 -26 -27 27 28 -30 -31
leaf_value=-4.6185991275274564e-05 0.0033439057206413208 -0.0015963155680186322 -0.0022117116422445396 0.0014152811323001476 -0.00041107657774123638 -0.0016489580699529044 0.0007254521216537213 0.0029157853040914184 -0.0026120539683217687 0.0018830018311372415 -0.0021377133686922732 0.0001615980445570836 0.0016632538218210432 -0.00062600728226737878 -0.0015306964968758805 0.0007726282004745581 -0.0018065331512682433 0.00025522135617055949 0.053966360732441043 2.9752440825564422e-05 0.00076357465396377142 0.09738678015964447 -0.061519528093139791 0.067977716818544448 -0.10003088321669336 -0.0023568823146008478 -0.000121502977467787 -0.0036367396112988409 0.00019202493948494142 0.0009854761719491666
leaf_weight=4.0856726163823076 0.54314253658958467 0.55541648534814925 0.5118441618869255 0.51952781873428699 2.0095953978328183 0.54908241541445058 0.52452213550146687 0.51927384182431513 0.52610004016136336 1.0287280228512825 0.50374517234740768 0.50054122507572174 0.51877796047301572 1.5128131364822337 0.52146201308254703 1.5641844397141538 0.50713946818685862 6.5843913870919417 0.0010761900229865609 1.0325410135291848 0.50380425690177943 0.0063901502286167746 0.0021226752809468232 0.0027504272413469344 0.0015820739711101522 0.0034071405044271974 14.632877608644565 0.54128713231143644 0.51533210811912455 1.5189835433816377
leaf_count=792 41 81 98 132 174 131 82 35 91 23 11 2 53 62 57 35 13 381 91 240 35 25 47 35 376 36 493 233 41 88
internal_value=-1.59072e-09 -9.57132e-05 0.000118234 -0.000402132 -3.59096e-05 0.000217733 0.000574215 0.000309098 4.65189e-05 0.000371366 -0.000130333 -0.00125975 -1.10782e-05 8.73444e-05 -7.51332e-06 0.000259216 -0.00051921 9.05801e-05 -5.92344e-05 0.000634562 0.00183289 0.0329217 -0.004738 0.00893385 -0.0376856 0.0290598 -0.000109856 -0.00023248 -0.00176938 0.000233417
internal_weight=42.3481 23.4032 18.9449 3.04097 2.52912 15.9039 6.21738 5.67423 5.15496 4.12832 3.09959 1.02664 9.68653 9.13744 8.61867 2.59585 1.03166 8.0972 22.8478 1.55367 0.521133 0.0173287 0.0109385 0.00881583 0.00265826 0.00615757 21.2942 15.6895 1.05662 5.60466
internal_count=4034 2613 1421 404 306 1017 333 292 257 164 141 93 684 553 500 130 95 443 2532 885 645 610 585 538 467 71 1647 767 274 880
is_linear=0
shrinkage=0.1


Tree=942
num_leaves=31
num_cat=0
split_feature=1 4 4 3 3 3 1 1 2 3 1 0 3 2 3 4 3 3 0 0 1 1 2 3 1 0 0 0 4 2
split_gain=6.9823e-05 0.000233942 0.000863466 0.000592714 0.000325311 0.000331378 0.000148671 0.000117934 0.000149325 0.000103993 9.03383e-05 0.000145396 7.20607e-05 0.000668364 0.000188444 0.000618726 0.000188265 0.000173988 0.000143191 0.000123633 0.000120484 0.000324145 0.0010749 0.000847711 0.000569785 9.97965e-05 0.000742173 0.000687576 0.000265503 0.00135918
threshold=61.987779113750001 42.686561923500008 41.436838994450007 0.092075000000000032 0.10249000000000003 0.11243000000000002 61.93938686740001 62.00390986255001 -0.077085000000000001 -0.27628999999999998 62.020040611300011 85.812895065800021 1.0000000180025095e-35 -0.63113999999999992 0.078905000000000017 42.536568606950006 0.079220000000000027 0.079605000000000023 96.959242474650011 96.851704149400021 62.025417527550012 62.036171360100006 -0.59502499999999992 0.09914000000000002 75.408562100950022 86.382848189450016 86.103248543850015 86.479632682150012 34.41230404325001 0.11704500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -3 8 -2 -9 -11 -12 18 -14 15 -15 -16 -18 19 -13 -19 -22 23 24 -23 26 -24 -27 29 -29
right_child=7 6 -4 4 5 -7 -8 9 -10 10 11 12 13 14 16 -17 17 20 -20 -21 21 22 25 -25 -26 27 -28 28 -30 -31
leaf_value=-0.003371242689818265 -6.9809860536953417e-05 -8.6025192486402675e-05 -0.0043035187735519136 0.0013948155263844042 -0.0012627147488938144 0.00057280076621384621 0.0023203798852536712 -0.030053152066814262 0.0016384958842886278 -0.0007346992458255484 0.0016858960537254138 -0.00038427622611339696 -0.032927159767632219 0.003819464542409572 -0.0018771018715493899 -0.0010938548030007746 0.0019018353824764936 0.0010973339153452658 -0.0019274851090645294 0.0013052779821663306 -0.0025055965604365163 0.037027558784884833 0.00049098744457003998 0.054664304950360149 -0.029116628110815397 0.0036116066968183386 -0.0038505089939986771 0.014321485327788874 8.5690828254525906e-06 -0.10006688970512133
leaf_weight=0.52112640521226428 1.0092446883313075 0.50901167845876727 0.54580769597615209 1.5316703172810973 1.9208184336603156 2.0157695584412068 0.51801492651458148 0.0011502931118404494 1.0378891653399467 1.5321956733570079 0.53515034390172189 3.0296417076346365 0.006132198171583946 0.52475124946132268 0.50353846866099772 0.50099775882769837 0.51117222335444878 1.0283866009121911 0.51503481334307633 0.50534109934233118 0.50858756575326225 0.0023629437117302777 1.518761858043937 0.0064427346863524804 0.0029015647815734545 0.54205256234445442 0.53157055726751412 0.0031144525162520023 20.426746554333494 0.0015585904121992733
leaf_count=286 31 220 121 48 27 37 21 64 36 49 225 154 24 137 81 211 111 21 213 3 18 13 53 22 33 26 33 79 1603 34
internal_value=8.70556e-08 -0.000275309 -0.0004958 -0.000148806 0.000158293 -0.000322821 0.00112773 5.99583e-05 0.000796295 1.3914e-05 1.49705e-05 5.17809e-05 2.3267e-05 8.30573e-05 9.06635e-05 0.00141969 3.73849e-05 7.5817e-05 -0.00036971 -0.000142747 3.7831e-05 -8.44722e-06 4.66859e-05 0.03034 0.000571802 3.12822e-05 -0.000634592 9.6377e-05 3.11671e-06 -0.0238302
internal_weight=42.3469 7.56222 6.53519 5.98938 5.46826 3.93659 1.02703 34.7847 2.04713 32.7376 32.7364 31.2042 30.6691 26.6191 26.6129 1.02575 25.5872 25.0837 4.05002 3.53498 24.5725 23.5441 23.0355 0.0117072 0.00526451 23.0238 2.05033 20.9735 20.4314 0.00467304
internal_count=4034 760 519 398 112 64 241 3274 67 3207 3143 3094 2869 2499 2475 348 2127 2046 370 157 1935 1914 1896 68 46 1828 86 1742 1716 113
is_linear=0
shrinkage=0.1


Tree=943
num_leaves=31
num_cat=0
split_feature=1 3 3 3 4 4 4 4 4 4 4 4 3 1 0 1 0 0 3 2 1 3 4 3 2 3 2 0 1 3
split_gain=5.65237e-05 0.000221426 0.000261716 0.000259279 0.00419724 0.00230507 0.00541129 0.00225899 0.00229312 0.00183217 0.00151213 0.00102055 0.000198612 0.000227154 0.00018889 0.000262637 0.000107348 0.00017135 8.50409e-05 7.68565e-05 0.000232411 0.000381067 0.000315789 0.00049446 0.00022759 0.000541147 0.000113191 0.000112626 0.000145195 0.000185791
threshold=61.987779113750001 0.090390000000000012 0.10371000000000001 -0.24663499999999999 39.420767558750008 41.32819714970001 41.646178195200001 42.233786329550007 42.719328117250008 44.952171034750002 40.206947806850003 48.86568841230001 0.094175000000000023 61.778079379550007 86.103248543850015 61.907125369850007 85.667718326750006 85.812895065800021 -0.27628999999999998 -0.06828999999999999 63.705703859100005 0.091375000000000026 42.198888176300009 0.096665000000000015 -0.075639999999999999 0.10507500000000002 -0.078649999999999984 93.399723909900004 70.389210771400016 0.098075000000000023
decision_type=2 2 2 2 2 2 2 2 2 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 -1 -5 10 -7 -8 -9 -10 -6 -11 -3 -14 15 -4 -2 -18 -19 24 21 -21 23 -23 26 -26 -20 -22 -29 -30
right_child=16 2 14 4 5 6 7 8 9 11 -12 -13 13 -15 -16 -17 17 18 19 20 27 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=1.6936782194742352e-05 -0.0013905210142007357 -0.00021735524017991314 -0.00024478222898128719 -0.00089196620485583835 -0.022034395442937463 0.085823566106122171 -0.093635748074078609 0.044244084783311169 -0.10013685880769801 0.060141109982316615 -0.098152023429527488 -0.056611463225417546 -4.0274785132789384e-06 0.0021704616285451129 -0.00011122820021621989 -0.0034282452820038863 0.0018277742684489548 -0.027265635903304199 -3.7022117137922543e-05 0.003248328579387027 -0.0014397381443697183 3.5819789418636536e-05 -0.00047454867364686332 0.0028574239619336521 -0.0037814312470275295 0.00011783777064964081 0.0014556102777730938 0.0011560771742174694 8.7053739068677502e-06 -0.0019011207863424183
leaf_weight=0.50703401103892531 0.5069617811237056 2.0159506712827033 0.51064144401414446 0.50131448960438385 0.0038823907252663057 0.0040447621096291178 0.0057783684234022905 0.003964619212569076 0.0035961496719354447 0.0016034573918189965 0.0079624974890819544 0.0014044517065059381 0.86809917589494778 1.0756812605359298 1.5259437679196706 0.5262049939208282 0.54903023133559159 0.0011399645728492605 14.806839019915019 0.54959557844578988 0.55321748924837599 1.5077929667313585 2.01665181448152 1.0560690009442621 0.54892436710939541 1.0122481323246859 0.52609908512542958 1.0252205391188898 9.5848881237152916 0.5379632414809209
leaf_count=174 227 55 41 100 7 10 26 20 77 42 82 24 35 30 18 19 65 53 1642 75 161 13 33 38 64 21 119 61 585 117
internal_value=1.19115e-07 -0.000247647 -3.15265e-05 -0.00160232 -0.00314109 -0.0381174 -0.0177373 -0.0433615 -0.0158743 -0.0519652 -0.073203 0.00562705 0.000478076 0.00119933 -0.000818906 -0.00186041 5.39931e-05 7.53585e-05 4.68312e-05 4.77544e-05 0.000198995 0.000760201 0.000461661 0.00119805 -0.000102925 -0.00125319 1.41926e-05 -4.70501e-05 2.20613e-05 -9.27894e-05
internal_weight=42.3457 7.56311 6.52252 1.04059 0.533551 0.0322367 0.0203918 0.016347 0.0105687 0.00660406 0.0118449 0.00300791 3.95973 1.94378 2.56279 1.03685 34.7826 34.2757 33.7266 33.7255 16.8314 5.13011 4.58051 2.56386 16.8941 1.56117 15.3329 11.7013 11.1481 10.1229
internal_count=4034 760 198 562 388 288 199 189 163 143 89 66 120 65 78 60 3274 3047 2982 2929 1083 159 84 51 1846 85 1761 924 763 702
is_linear=0
shrinkage=0.1


Tree=944
num_leaves=31
num_cat=0
split_feature=4 4 4 0 0 0 4 2 1 0 3 1 4 4 4 4 0 3 1 1 0 0 0 2 1 0 2 0 0 4
split_gain=4.7733e-05 0.000356064 0.0001849 0.000132003 0.000527104 0.000286698 0.00018615 0.000110575 7.38363e-05 0.000222257 0.000128647 0.00333495 0.00323174 0.00575323 0.00136913 0.000103447 8.60932e-05 0.0017747 0.00259684 0.00173931 0.00305574 0.00281005 0.00200268 0.00109005 0.000661705 0.000609786 0.000546342 0.000287398 0.000242994 0.000215709
threshold=38.400997490450003 38.748048509250005 39.051326806600009 93.953546284800012 85.425757095000009 94.773526014550015 38.244973486750006 0.22598000000000004 76.830756451950009 97.878695155250014 0.087475000000000011 80.882262854550007 40.206947806850003 41.243661560350013 41.965809985500009 39.525197829750006 85.667718326750006 -0.24238499999999999 61.982402197500001 61.977025281250008 85.334349518600007 85.242941942100018 82.602876058000007 -0.66901999999999995 57.041016153700006 71.249517373150013 -0.22952999999999998 85.764502819450016 71.131225215400022 39.685256516350002
decision_type=2 2 2 2 2 2 2 2 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 -5 -7 8 9 15 -10 12 -12 -14 -15 -4 17 -17 19 20 21 22 24 -18 25 28 -20 -25 -19 -29
right_child=1 2 7 5 -6 6 -8 -9 10 -11 11 -13 13 14 -16 16 23 18 26 -21 -22 -23 -24 27 -26 -27 -28 29 -30 -31
leaf_value=-0.00011288130579389363 -0.0026396664970522203 0.0018551376833990871 -0.0014095064881075733 -0.0022886260626310377 0.0034862414008031088 -0.00011866960389487654 0.0020162611077999249 -0.0014839445704951449 0.00014006097752899228 -0.0020884164019578134 -0.025741392669078884 -0.00011997386245417898 0.0783490251283816 -0.080563921014333267 0.0088012255886957252 2.4983315606715798e-05 0.084805599762976455 -0.019865221030746533 -0.019138848882916545 0.084844755003603473 -0.10012697142152126 0.094314377725979934 -0.078835134760877681 0.0022921635274063185 0.043373055264197602 -0.077110462536399527 -0.10011591368446007 0.0020077426518071823 0.043423740675098466 -5.0128391413076435e-05
leaf_weight=1.4124580387656029 0.51913858446996286 0.52821686285770297 0.52380635610963011 0.50960825154618072 0.57158031856063818 2.0347993512865252 0.5109677768953701 0.51520737574263265 2.0138581944566978 0.52556931317092548 0.007391320239093945 0.51240294085893767 0.018720705129453563 0.0028731282295666452 0.0042508165918775376 0.50308707069044434 0.0015165897421088861 0.0012650551685798317 0.0010088982417499892 0.0017716620932333163 0.0036692776734739132 0.0026867476568668289 0.0037635103896924704 0.54908188077336362 0.0033872892037721258 0.0011807959978717975 0.0047838542725849855 0.51800874456057755 0.0011656162305371254 30.535081129857602
leaf_count=222 62 78 75 39 150 465 17 114 602 128 16 196 30 17 36 113 3 93 71 2 27 5 36 68 49 34 146 25 9 1106
internal_value=-7.74912e-09 -3.90326e-05 -2.32916e-06 0.000288863 0.000923988 -0.000123562 0.000309838 -2.93911e-05 -8.42328e-06 -4.83432e-05 0.000509091 0.00187111 0.032568 0.0492439 -0.0272403 -1.55093e-05 7.21564e-06 -0.00125946 -0.0274392 -0.00947727 -0.0192392 0.00282937 -0.0200094 2.83687e-05 0.0116235 -0.0181552 -0.0860125 2.43002e-05 0.0104847 -1.58002e-05
internal_weight=42.3423 37.3029 36.7838 5.03941 1.98404 3.05538 2.54577 36.2555 35.7403 33.1808 2.5595 0.545639 0.033236 0.0258446 0.00712394 32.6553 32.1315 0.52777 0.0246827 0.01889 0.0171183 0.013449 0.0107623 31.6037 0.00699876 0.00361147 0.00579275 31.6022 0.00243067 31.0531
internal_count=4034 3141 3079 893 372 521 482 3001 2887 1990 897 295 99 83 53 1862 1787 585 472 255 253 226 221 1202 185 136 217 1199 102 1131
is_linear=0
shrinkage=0.1


Tree=945
num_leaves=31
num_cat=0
split_feature=0 0 4 2 1 1 1 0 0 1 0 0 3 0 2 3 3 0 2 2 0 4 4 1 3 3 4 1 0 4
split_gain=4.8811e-05 0.000120685 5.26837e-05 0.00013277 0.00242991 0.0061852 0.00280115 0.00209756 0.0013623 0.0011487 0.00209333 0.000121818 0.00273475 0.00181485 0.00306519 0.0023661 0.00238583 0.000631626 0.000717833 0.000494602 0.000234511 0.0061973 0.000254795 0.000105169 0.000321908 0.000408738 0.000216229 0.000204119 0.000133011 0.000131455
threshold=102.89804648475001 102.21786657775002 38.478081868400004 0.086310000000000026 76.830756451950009 69.563854125350005 61.93938686740001 86.420486603250012 85.121961326250016 64.184249406300026 90.633300493650012 85.667718326750006 -0.24238499999999999 82.602876058000007 -0.054619999999999995 0.09180000000000002 0.087555000000000022 78.14810093585001 -0.23369999999999999 -0.23783499999999999 85.764502819450016 38.748048509250005 39.051326806600009 61.993156030000002 0.090390000000000012 -0.24663499999999999 40.523311941050004 62.009286778800011 85.861287312150012 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 -1 11 5 6 8 -8 -5 -9 -11 12 -4 17 15 16 -15 18 -14 -19 -13 -22 -23 24 25 -24 -26 -25 -29 -28
right_child=-2 -3 3 4 -6 -7 7 9 -10 10 -12 20 13 14 -16 -17 -18 19 -20 -21 21 22 23 27 26 -27 29 28 -30 -31
leaf_value=0.00027988584607279115 -0.00097621979531581609 0.001532446460251496 5.5563259824704432e-05 0.0069638636947440468 0.0002644417598162689 -0.10013222006845333 -0.063260962956387223 0.035795545549833392 0.09945303717477727 -0.068505616545538953 0.017324355889113876 0.0020472378965728029 0.042162960542099087 -0.1000897689119727 0.031689131153442379 -0.10012666130691295 0.044438970102818068 -0.02024062180912516 -0.061315850484665646 0.060426047742556888 -0.063280404917224461 0.0021840512612705081 1.4032418363666318e-06 0.0011665288977359392 0.00091680136479047524 -0.0039934732960487922 -0.00092830778602774025 -0.0016021507885238687 1.0404558127190353e-05 0.00024306021840206739
leaf_weight=5.5378943380940973 0.50603146973189339 0.51550297709375925 0.50331079630704934 0.0030987764126712827 0.51391315249931324 0.0086582598485491491 0.0076832426420020963 0.0058024964819196603 0.0032763549315859564 0.0048915323066012206 0.0067805127107067875 0.54829746368407839 0.0010418388938715486 0.0019122086109693024 0.0036076075423263623 0.009556176245226311 0.0028363007145255636 0.0010599483280202548 0.0018802218411322624 0.0026868394666176021 0.015487473698697296 0.52181669497323824 0.50378619170442107 1.5301008889509855 1.5185106960707342 0.52096977457585925 2.5137900607369374 0.52222047665222504 24.955189060392328 1.5480512963731596
leaf_count=605 960 61 116 31 88 53 26 8 11 15 35 68 54 55 20 41 33 67 149 32 22 33 13 29 15 31 22 26 1276 39
internal_value=2.55632e-08 1.18345e-05 -7.13732e-06 -5.15614e-05 -0.00158747 -0.0252673 -0.00471102 -0.0197146 0.0544966 -0.00056802 -0.0186454 -2.74017e-05 -0.00153507 -0.034104 -0.0506834 -0.0714576 -0.0137623 0.0104277 -0.0244213 0.0376058 -4.46437e-06 -3.74057e-05 -8.71107e-06 -4.27525e-05 -0.000400433 -0.00202953 -0.000101271 4.47238e-05 -2.26486e-05 -0.000481875
internal_weight=42.3396 41.8336 41.3181 35.7802 0.554104 0.0401912 0.0315329 0.0251578 0.00637513 0.0174745 0.011672 35.2261 0.527892 0.0245811 0.0179123 0.0143047 0.00474851 0.00666885 0.00292206 0.00374679 34.6982 34.1499 34.1344 33.6126 6.60511 1.02476 5.58035 27.0075 25.4774 4.06184
internal_count=4034 3074 3013 2408 267 179 126 84 42 58 50 2141 567 451 149 129 88 302 203 99 1574 1506 1484 1451 120 44 76 1331 1302 61
is_linear=0
shrinkage=0.1


Tree=946
num_leaves=31
num_cat=0
split_feature=2 2 2 3 2 1 1 2 0 4 0 3 3 4 4 2 1 4 4 4 2 0 4 4 2 4 4 0 1 2
split_gain=4.84385e-05 9.83401e-05 9.8017e-05 0.00234894 0.00172053 0.000668216 0.000647072 0.000165935 8.45562e-05 9.42159e-05 0.000189178 0.000193462 0.000434728 0.000159371 0.0001842 0.000128872 0.000193335 0.000313436 0.000244228 0.000905455 0.000165886 0.000151706 0.000116495 0.000126007 0.000123346 8.03814e-05 0.000508685 0.000115229 0.000528122 0.000364812
threshold=-0.06483499999999999 -0.072524999999999992 -0.053159999999999992 -0.24800999999999998 -0.033799999999999997 70.641925835650014 68.910558799650019 -0.046635000000000003 85.861287312150012 42.094663496250007 86.382848189450016 0.079605000000000023 -0.09053499999999999 42.388109226950007 42.536568606950006 0.0023400000000000005 75.077881750900005 40.206947806850003 36.491284729650012 41.50623664750001 0.04932000000000001 86.643628628100018 38.334060527150008 36.893814626400008 0.086310000000000026 42.824128352900011 43.077238082650005 85.925810307250018 61.993156030000002 -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 25 5 4 -4 -2 -6 -5 -9 10 -10 12 -12 -11 -15 16 18 -18 -13 -20 21 -17 23 -22 -24 27 -27 -1 -29 -30
right_child=2 -3 3 7 6 -7 -8 8 9 13 11 15 -14 14 -16 20 17 -19 19 -21 22 -23 24 -25 -26 26 -28 28 29 -31
leaf_value=0.00026233364117347375 0.0036533237571586769 -0.0014110873264611757 -0.10020355557551137 -0.0016932063465230796 0.06080336954640421 -0.00066035321698661783 -0.039176655877080566 -0.0010729480517579478 0.00161394498362183 -0.001878049111773996 -0.00057858135334247789 2.2239189920113451e-05 0.0034876207761785115 0.0017801349292168433 -0.00023002411050382756 -0.00015411167275843022 -0.002289947791576308 0.0012122715791076056 0.0050190470141077102 -0.00085885292758337655 -0.00015363660935627666 -0.0026119342421596307 -8.9328540682470891e-06 0.0020655449721326351 -0.0016412942330049536 0.0032114780984337215 -0.00025673276440283402 -0.0020312569576723632 3.3354268514596476e-05 -0.0026569033347400698
leaf_weight=5.4390995475447061 0.55784198183839606 0.55551148480167967 0.0040448283543810248 0.51601413798686024 0.0011296307185965906 1.0079872503871348 0.0015161579756334531 0.56721199825920621 1.0417351721616803 0.50335649436874508 0.51849183266664256 1.0032750073041836 0.53344025746071866 0.51396665327638391 4.0319272488859292 0.49948467314243272 0.51292318954753324 0.5092588668433109 0.54721055086338288 0.50294813853543019 0.5054285660630542 0.50507036308301179 3.502629024238558 0.51818897597533464 0.53339765639003411 0.53341669752226906 2.0411543783610573 1.5361833010610997 12.765412359024081 0.52478067481654633
leaf_count=403 77 81 4 27 63 49 58 210 39 36 64 8 101 19 266 2 29 21 38 6 72 41 31 29 131 76 867 35 1115 36
internal_value=-2.26187e-07 -9.64664e-05 0.000118664 5.03642e-05 -0.0591902 0.000876436 0.00351024 7.31879e-05 0.000127282 0.000169092 0.000330363 0.000199163 0.00148341 -0.000189699 -2.75204e-06 5.13549e-05 0.000578623 -0.000545115 0.00113801 0.00220397 -0.000216063 -0.00138986 1.69853e-05 0.000969786 -0.000224664 -6.44924e-05 0.000461834 -0.000131358 -0.000275785 -7.28741e-05
internal_weight=42.334 23.3956 18.9385 17.3726 0.00669062 1.56583 0.00264579 17.366 16.8499 16.2827 11.2335 10.1917 1.05193 5.04925 4.54589 9.13982 3.07562 1.02218 2.05343 1.05016 6.0642 1.00456 5.05964 1.02362 4.03603 22.84 2.57457 20.2655 14.8264 13.2902
internal_count=4034 2613 1421 1295 125 126 121 1170 1143 933 612 573 165 321 285 408 102 50 52 44 306 43 263 101 162 2532 943 1589 1186 1151
is_linear=0
shrinkage=0.1


Tree=947
num_leaves=31
num_cat=0
split_feature=3 1 3 3 1 2 3 1 0 3 4 0 0 1 0 1 2 2 2 1 1 0 4 1 2 2 4 4 3 3
split_gain=4.54842e-05 0.000197961 8.039e-05 0.000471401 0.000215947 0.000888799 0.00012358 0.000724541 0.00023355 8.05987e-05 0.000226291 0.00148606 0.000982142 0.000180136 0.000869034 0.000161302 0.000173957 0.000383776 0.000311456 0.000111046 0.000379103 0.000173539 0.00026882 0.000198506 0.000161905 0.000271549 0.000601342 0.000260697 0.00103159 0.000305834
threshold=0.41214500000000009 62.079186690200011 0.11531000000000002 0.11148000000000002 61.966271448700006 -0.028049999999999999 0.10507500000000002 61.998532946250002 86.329079026800017 0.094175000000000023 34.883496062400006 94.114853772600014 92.313586825200005 62.009286778800011 85.791387400750025 62.025417527550012 -0.070909999999999987 -0.054619999999999995 0.022350000000000005 61.987779113750001 62.00390986255001 85.877418060900013 43.182896969600009 61.87486387225001 -0.095854999999999996 -0.061874999999999999 40.80591513400001 40.94178426300001 0.08766000000000003 0.086230000000000015
decision_type=2 2 2 2 2 2 2 2 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 -4 -6 9 -8 -9 10 11 12 -1 14 -11 -15 -17 -18 -19 21 -21 -12 23 -23 -22 26 -26 -28 29 -29
right_child=1 -3 4 -5 5 -7 7 8 -10 13 19 -13 -14 15 -16 16 17 18 -20 20 24 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.026607085067456189 0.0014900209842181628 -0.00031280320652762357 0.00020311766152703218 0.0029768963985284881 -0.0046275031480538468 0.00038643486661255196 -0.0040348159724311449 -0.0006049805783088204 0.0019554670559417987 -0.00017670645593495022 0.00043839524208637537 -0.10006947768675921 0.10000915497249528 -0.0016814649897545029 0.0045003381742663761 -0.00044701981442698603 0.0032090911883759852 -0.0019396581098565545 0.0010717891621507168 0.00267421218363979 0.00038029827541273412 -0.00087931663281885374 7.0102612603896353e-06 -0.0036646271736607353 -0.0039699508592125794 8.2283747188201066e-05 0.0010043216176118519 -0.00053967214994209535 -0.0047612714973813601 0.0020972727267893707
leaf_weight=0.0015484612217148593 1.0171552274302946 1.5181521655293706 2.0209026910508783 0.53065222290269431 0.54321532443188347 1.0125583734704475 0.51311100272141263 1.0118593604089907 0.54981761601378609 1.4163783174605553 1.0272154079593705 0.0015698863538530878 0.0010136698983842507 0.51159109280342807 0.5521480259249073 2.065876724231857 0.51714224323859559 0.51707290870319056 1.0227157481449811 0.52628821813869109 6.5955947426300403 0.50276118905367206 1.0022306868631856 0.52106462362417005 0.53138774891417817 11.156662960109895 1.0094061908466416 3.0579782764357866 0.56433408298130094 0.51371757525318695
leaf_count=105 20 67 34 63 70 35 19 26 91 47 489 144 6 9 37 258 21 32 70 40 1017 9 7 42 113 754 10 208 135 56
internal_value=-1.98088e-07 0.000410483 -2.63604e-05 1.83008e-05 -0.000478646 -0.00136424 -2.56881e-05 -0.000774688 0.000296473 2.05408e-05 -5.60148e-05 -0.0234562 0.0234868 0.000333732 0.00113515 -6.68107e-06 0.00020114 0.000852118 6.05219e-05 -5.24348e-05 1.99558e-05 -0.000620397 -0.00115721 -0.00229687 -3.96668e-05 -0.000204215 -0.000767271 -0.000436519 -0.000788159 -0.0001604
internal_weight=42.3331 2.53531 39.7978 36.2211 3.57668 1.55577 35.6905 2.07479 1.56168 33.6157 27.0128 0.00413202 0.00256213 6.60293 1.96853 4.6344 4.12281 2.05693 1.53979 27.0086 23.9554 3.05327 2.02606 1.02383 23.4291 16.8335 5.67682 5.14544 4.13603 3.5717
internal_count=4034 87 3947 3808 139 105 3745 136 117 3609 3135 255 111 474 84 390 381 123 102 2880 2333 547 58 51 2293 1276 522 409 399 264
is_linear=0
shrinkage=0.1


Tree=948
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 2 3 0 1 0 0 2 3 4 2 4 0 0 2 0 4 4 1 3 3 0 4 3 1 1
split_gain=5.82299e-05 0.000119477 0.000100709 0.000636774 0.000158146 0.000503989 0.000151848 0.000147532 9.72101e-05 0.000141053 0.000101276 0.000304018 0.000231291 0.000225746 0.00215949 0.00760669 0.0101775 0.00263437 0.00181726 0.00241846 0.000202625 0.000236249 0.000175209 0.000189325 0.000213907 0.00101499 0.00022239 0.000397227 0.000123459 0.000316734
threshold=-0.06483499999999999 -0.072524999999999992 -0.053159999999999992 70.641925835650014 86.329079026800017 0.022350000000000005 0.10301500000000002 86.479632682150012 75.408562100950022 99.994511703900017 86.256490657300006 -0.077729999999999994 0.10433500000000002 41.806790701050012 -0.097799999999999984 41.942745071500006 86.20003303655001 85.812895065800021 -0.083064999999999986 85.764502819450016 41.685324604100011 41.481306584950012 73.037342029850024 0.10157500000000001 0.088145000000000015 86.692020874450009 41.481306584950012 0.094725000000000018 62.046925192600007 61.998532946250002
decision_type=2 2 2 2 2 2 2 2 2 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 -2 5 -4 -7 -6 10 -10 13 12 22 20 -15 -16 17 18 19 -17 21 28 23 24 -12 -26 27 -27 29 -1
right_child=2 -3 4 -5 7 6 -8 -9 9 -11 11 -13 -14 14 15 16 -18 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-7.3681084075857307e-05 0.0036097585071140576 -0.0015555970651276452 -0.0033279953706912301 -0.00060132289914045485 0.0018150716391041528 0.001621281143327507 -0.00076835659389253648 0.0001011834535472994 0.0020161828543564225 6.804521199388956e-06 0.00010427407286724247 -0.0026386145917881472 -0.0022504015732004116 0.00051305572249371243 0.094808329881879538 -0.10004277669181956 0.10020992250294281 -0.10010537129262985 0.031646817694914044 0.050552096351281099 -0.001925477778591225 0.0015545580680863748 -0.0019202735451110944 0.0018490120602489169 -0.0048048912243850474 0.0030319731191304432 -0.0014099984754667688 -0.00086545311098484108 0.00056104314213255714 -0.002707571729886346
leaf_weight=3.8909385158339234 0.55768085410767598 0.55482345794457444 0.5535200200562248 1.0083600312189518 0.51937421208458445 0.51698691102223626 0.54755880260685075 15.235416391010835 0.53065234833240449 1.0225037483864561 8.5859681551740525 0.5344919585563418 0.52757465180332275 0.51457305697055045 0.011000362719641887 0.0036822185417868507 0.0063215782865881911 0.0062966306950329445 0.0042743919607346487 0.001501131831901148 0.50837976786533534 1.0165711752018749 0.51131570467900722 0.51309805698042588 0.53031491154979571 0.52718311267042828 0.53362820459701854 0.51890999462921172 2.0217265854331252 0.51725646478725096
leaf_count=278 77 81 129 49 15 184 22 945 141 744 451 54 60 242 5 65 1 30 31 5 12 31 90 17 14 54 97 50 47 13
internal_value=-1.20615e-07 -0.00010565 0.000130228 0.00089828 6.0993e-05 -0.000880466 0.000392149 0.000157684 -7.04255e-05 0.00069333 -0.000126156 -0.000304059 -0.000202181 0.000141298 0.00210512 0.026873 -0.00697885 -0.0499893 -0.0166237 -0.0564295 6.09982e-06 0.000137971 -0.000109984 -2.74053e-05 -0.000117419 -0.00101951 0.000251245 0.00109867 -8.5992e-05 -0.000382741
internal_weight=42.3319 23.393 18.9389 1.56604 17.3729 1.61807 1.06455 15.7548 22.8382 1.55316 21.285 12.7825 12.248 8.50252 0.547649 0.0330763 0.022076 0.0157544 0.00945774 0.00518335 7.95487 7.44649 11.7204 11.2091 10.696 2.11004 1.57972 1.04609 6.42992 4.40819
internal_count=4034 2613 1421 126 1295 335 206 960 2532 885 1647 887 833 760 379 137 132 131 101 70 381 369 773 683 666 215 201 104 338 291
is_linear=0
shrinkage=0.1


Tree=949
num_leaves=31
num_cat=0
split_feature=2 1 4 1 4 3 3 1 0 1 3 3 0 2 4 4 0 1 2 0 0 2 0 0 3 2 1 1 4 4
split_gain=4.71025e-05 9.69997e-05 0.000647757 0.000221401 0.000409486 0.000909569 0.00032488 0.000185029 0.000151398 0.000128749 0.000231139 0.000129963 9.7346e-05 9.66928e-05 0.000118365 0.000642687 0.000111506 0.000450999 0.000334789 0.00017601 0.000138599 0.000234081 0.000512892 0.000209325 0.000358784 0.000117076 0.000140066 0.000157572 0.000105447 0.00198936
threshold=-0.06483499999999999 61.982402197500001 40.206947806850003 63.705703859100005 41.872294782850005 0.096315000000000026 0.09180000000000002 61.93938686740001 93.399723909900004 70.389210771400016 0.098075000000000023 0.11531000000000002 96.531777631850005 -0.072524999999999992 42.824128352900011 43.077238082650005 85.925810307250018 61.993156030000002 -0.075639999999999999 86.103248543850015 87.278104746850019 -0.08786999999999999 86.256490657300006 91.066142252700018 0.08729000000000002 -0.086139999999999994 62.025417527550012 61.950140699950005 39.952536079750011 35.050303764500008
decision_type=2 2 2 2 2 2 2 2 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 7 4 5 6 -3 -2 -5 11 12 -10 -11 14 16 -16 25 -18 19 -19 21 -21 -23 24 -22 26 27 -1 29 -25
right_child=1 3 -4 8 -6 -7 -8 -9 9 10 -12 -13 -14 -15 15 -17 17 18 -20 20 23 22 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.0013050935939214786 0.001927728236988172 0.0027695853802479319 -0.003545484296064392 -0.0016601289882653817 -0.00015802661322640853 0.0052064547564934539 -0.0001022870857097982 -0.00032570212176721218 0.0022082596953638396 -0.0012973275231159072 -0.0020905905949696185 -4.467269398714284e-05 0.00011772203949769627 -0.0013986965984717787 0.0036610090370441822 -0.00023328031506696505 -0.0019081758136763804 0.0018154759244058069 -0.0025742078447913807 -0.00012311610944862748 -0.00033362091044099031 0.00053276613773063902 -0.0039270102511064523 0.00023524225149590015 0.0033427610102795403 -0.00028034882235840146 0.0021565078340346779 -0.00030306189897973514 0.00019272195239743303 -0.025306701727400752
leaf_weight=1.0238455870781553 0.57350229496376004 0.53342936016666787 0.5302956327435121 0.55172476584121 2.5415148050429082 0.55762146033521265 1.5059952767478533 0.99926563968347182 0.52291276406412801 0.51369321588920058 0.53676358028479931 0.50172525155358016 9.0687559791416472 0.5553244372795082 0.53483026335885098 2.0410314512077941 1.5370503225567507 0.51416721771059037 0.5248010437565459 6.038469586537758 0.51245146290280252 0.50319242267869213 0.52892751595936716 0.50366543526050489 0.55074949826666852 2.3935074387094621 0.51561744570483803 1.5047850290840106 3.5771742589576028 0.03245852825351947
leaf_count=221 53 72 201 197 79 38 14 7 60 70 109 3 518 81 76 867 35 34 36 64 51 6 74 105 59 43 54 85 380 342
internal_value=3.10404e-09 0.000117244 -0.000523076 0.000197238 0.00074436 0.00162745 0.000648876 0.000496 -4.31453e-05 3.69105e-05 -7.12495e-05 0.00110509 4.18645e-05 -9.49099e-05 -6.32055e-05 0.000575297 -0.000144381 -0.00028647 -9.88568e-05 2.94093e-06 -7.31544e-05 -0.000360996 -0.00175272 0.000320009 0.00157078 0.000242947 0.000654383 0.000348082 -3.29052e-06 -0.00131114
internal_weight=42.3292 18.9372 2.10306 16.8341 5.13856 2.59705 2.03942 1.57277 11.6956 11.1439 10.1192 1.02464 9.58245 23.392 22.8367 2.57586 20.2609 14.8231 13.2861 12.7613 12.2471 7.07059 1.03212 5.1765 1.0632 5.43776 3.04425 2.52863 4.1133 0.536124
internal_count=4034 1421 261 1160 203 124 86 60 957 760 697 63 588 2613 2532 943 1589 1186 1151 1115 1081 144 80 937 110 403 360 306 827 447
is_linear=0
shrinkage=0.1


Tree=950
num_leaves=31
num_cat=0
split_feature=0 1 3 0 4 1 4 4 3 3 4 4 4 0 0 1 2 3 0 1 1 3 4 3 0 4 4 1 4 3
split_gain=4.55744e-05 0.000295538 0.000531559 0.00732476 0.00204311 0.00333781 0.00233932 0.000321901 0.000114483 0.00019785 0.000121183 0.000373178 0.000239328 0.000178762 0.000412779 0.000750939 0.000154704 0.000213101 0.000433429 0.000179383 0.000125511 0.000223939 0.000132925 0.000120319 0.000104856 7.04751e-05 0.000230721 0.000234117 0.000156433 8.72346e-05
threshold=87.170566421650008 62.116825104000007 -0.09053499999999999 96.959242474650011 40.280372415600006 66.590419433100024 38.903925214650009 38.903925214650009 0.41214500000000009 0.12084500000000002 42.824128352900011 43.047778594550003 42.198888176300009 86.20003303655001 85.995710218650018 62.057679025150001 -0.086139999999999994 0.096885000000000013 85.121961326250016 62.014663695050011 61.993156030000002 0.093160000000000034 41.32819714970001 0.097970000000000015 86.692020874450009 42.558389508100007 43.157831852650006 81.011308844800013 42.388109226950007 0.07907500000000002
decision_type=2 2 2 2 2 2 2 2 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 -6 -3 -5 9 10 12 -12 13 14 16 -16 23 19 -19 -18 -15 22 -22 -1 -13 28 27 -27 -4 -28
right_child=1 2 25 7 5 -7 -8 -9 -10 -11 11 24 -14 20 15 -17 17 18 -20 -21 21 -23 -24 -25 -26 26 29 -29 -30 -31
leaf_value=-0.00010699044586197988 0.002396213329281833 0.0031069471041390291 4.9665392997164237e-05 -0.10111716647514127 0.10000942946904201 -0.10020827350626918 0.093951775629000145 -0.043520027258226929 0.00092911470050819386 -0.0012492694990485003 0.0029582261488309077 -0.0012865549433078785 -0.0022122989585835057 -0.00096613943814871758 0.0047680107040438827 -0.0005899357029709527 0.0018214712660286883 5.6852584777667483e-05 -0.0034746103123149161 -0.00032484060285042807 -0.001084470948581248 0.00092425479412647422 -6.8557759184582171e-05 0.0014323279083865773 0.00046384455558505798 -0.0030757594477029623 -0.0010140598106663063 -5.7601801489461537e-05 0.0011116343919515595 0.00046120638382447294
leaf_weight=1.0118942607538612 0.54808404464620153 0.0058778222906326165 15.353406458250751 0.0068145972052523259 0.0012143354142608578 0.0026489597117285713 0.0054748178517911583 0.0011314380686128916 1.0232376507915422 1.527828014432244 0.52535953703349103 0.51907796347846935 0.54687504276479515 2.5208180717563646 0.53282269784449432 0.5138495605206117 0.52360317825911762 0.8655697843579373 0.58070960729838816 1.5192630861673486 2.0308431139515051 1.5355719973013036 3.5207204616817762 1.0192538145178671 1.0045025334839008 0.52803186519935741 0.49954520492182997 0.50073197969563421 1.524856672073059 2.028098206074497
leaf_count=292 56 38 1425 94 5 74 8 111 28 36 58 370 174 32 26 30 102 23 29 40 40 27 27 34 8 86 221 33 47 460
internal_value=5.36461e-08 0.000104595 4.32007e-05 -0.0150974 0.0255409 -0.0372746 0.0469169 -0.0929159 -0.000102939 -0.000154964 -6.58943e-05 0.000659972 -0.000154835 -8.52725e-05 0.000316842 0.0021376 -2.8382e-05 -0.000432289 -0.0013611 0.000225277 -0.000360115 -0.000144558 -0.000440194 0.000665457 -0.00013251 6.0362e-05 -0.000344207 -0.00160673 0.000145608 0.000169645
internal_weight=42.3277 21.0059 20.4578 0.023162 0.0152159 0.0038633 0.0113526 0.00794604 21.3218 20.2986 18.7707 2.04894 16.7218 16.1749 6.56697 1.04667 5.52029 3.48915 1.44628 2.04287 9.60795 7.08714 5.55156 2.03115 1.52358 20.4347 3.55641 1.02876 16.8783 2.52764
internal_count=4034 2658 2602 330 125 79 46 205 1376 1348 1312 436 876 702 576 56 520 194 52 142 126 94 67 326 378 2272 800 119 1472 681
is_linear=0
shrinkage=0.1


Tree=951
num_leaves=31
num_cat=0
split_feature=4 0 0 0 2 1 1 1 0 0 1 0 0 0 1 0 2 0 0 2 0 0 1 1 3 3 4 0 1 2
split_gain=5.03239e-05 0.000147982 0.00045536 0.000291294 0.000111763 0.00210906 0.00569411 0.00238929 0.00177576 0.00131257 0.00095948 0.00176617 0.000101344 9.58613e-05 0.00131601 0.00206031 0.00275704 0.00199098 0.00081926 0.000269082 0.000211042 7.91296e-05 0.000272984 7.44914e-05 0.000274545 0.00038868 0.000212357 0.000168183 0.000152055 0.000501501
threshold=38.478081868400004 93.953546284800012 85.425757095000009 94.773526014550015 0.086310000000000026 76.830756451950009 69.563854125350005 61.93938686740001 86.420486603250012 85.121961326250016 64.184249406300026 90.633300493650012 99.744485097750015 85.667718326750006 62.046925192600007 82.602876058000007 -0.054619999999999995 85.57631075030001 76.451683855550016 -0.12546499999999997 85.764502819450016 71.249517373150013 55.887667615750004 61.993156030000002 0.090390000000000012 0.081155000000000019 40.523311941050004 86.565663342300013 62.00390986255001 -0.16276499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 6 7 9 -9 -6 -10 -12 -5 14 15 18 17 19 21 -17 -15 22 -2 24 25 -22 -26 -28 -25 -30
right_child=4 3 -4 12 5 -7 -8 8 10 -11 11 -13 -14 20 -16 16 -18 -19 -20 -21 23 -23 -24 28 26 -27 27 -29 29 -31
leaf_value=9.9565665894068049e-06 -0.057732881128889746 -0.0023186423822591715 0.0033551455731444324 0.00052430866599588661 0.0061881406300241248 0.00022131233324979385 -0.10011932619797026 -0.059464967681567851 0.032635243181905908 0.099319071763005112 -0.064497709453095853 0.016359091610792856 -0.0010182358496311119 0.0019476783955539381 -0.00027038215827879155 -0.058642813195310207 0.032031117056519814 0.0082605490023056945 0.047807148566564567 -0.10012077746804982 0.00011875396610518411 5.8798819789115845e-05 0.0089600770961489797 0.0012353720213943232 0.00095132397537723299 -0.0037716675474470554 -0.00093102323927292873 0.0003993130559337117 0.011746547761441711 -2.1248734375090108e-05
leaf_weight=1.4141319452364829 0.0012991210956878052 0.50937702976156307 0.5713268827122312 2.5334676549338857 0.0030972178158792238 0.51745109520027432 0.0078382190557401699 0.0073713287517419143 0.0057276272273156783 0.0029592551948098844 0.0046754741221093354 0.0063984392925107159 0.51199050628255927 0.54727989852879844 0.50261100953478932 0.0019964552758349203 0.0034668789148462062 0.0025790105028136176 0.0040148272407671826 0.0072212566752654066 0.51104115051566157 0.0021413407251948402 0.0011632901514531113 1.0238545974043542 1.5192423036787657 0.51619341741752578 2.5461699826300901 1.5161781290589713 0.036262195144984299 27.487339509479845
leaf_count=223 152 40 152 130 31 172 58 26 8 11 15 35 363 68 125 27 12 14 39 68 28 120 10 23 16 18 36 25 376 1613
internal_value=4.4988e-08 0.000281013 0.000972553 -0.000105229 -4.22717e-05 -0.00144993 -0.024167 -0.00447319 -0.0185455 0.0516929 -0.000592934 -0.0177791 0.000264982 -2.0688e-05 -0.0013602 -0.0242959 -0.0463667 -0.0694067 0.0147918 -0.0911371 -9.35282e-07 -0.0140001 -0.0262259 -3.12695e-05 -0.000333803 -0.00183621 -5.72995e-05 -0.000434506 3.87679e-05 -5.74473e-06
internal_weight=42.3259 5.54029 1.98546 3.55484 36.7856 0.555519 0.0380676 0.0302293 0.0241729 0.00605647 0.0168015 0.0110739 3.04546 36.2301 0.526493 0.0238822 0.0152636 0.0117967 0.00861858 0.00921771 35.7036 0.00460375 0.00246241 35.1563 6.60882 1.02723 5.58159 4.06235 28.5475 27.5236
internal_count=4034 908 375 533 3126 356 184 126 84 42 58 50 493 2770 567 442 121 109 321 95 2203 282 162 2135 123 46 77 61 2012 1989
is_linear=0
shrinkage=0.1


Tree=952
num_leaves=31
num_cat=0
split_feature=2 2 3 2 1 2 2 3 3 3 4 4 3 0 0 4 1 3 2 1 2 3 4 4 0 3 0 1 3 0
split_gain=5.45524e-05 0.000109662 0.00208019 0.00159237 0.000644977 0.000581504 0.000149487 0.000115702 0.000265353 0.000161122 7.34768e-05 0.000611718 0.000349702 0.000264015 0.00035897 0.000298701 0.000151029 0.000108441 0.000591249 0.000707375 0.000568625 0.000394598 0.00025366 0.000114924 0.000103837 9.65188e-05 0.00020515 0.000495579 0.000171469 0.000413153
threshold=-0.06483499999999999 -0.053159999999999992 -0.24800999999999998 -0.033799999999999997 70.641925835650014 0.033995000000000011 -0.046635000000000003 0.049900000000000007 0.078905000000000017 -0.11223 40.241071441700008 40.467253020850002 0.11002000000000002 86.565663342300013 91.453280223500016 38.804080188450008 71.787208999250012 0.092260000000000023 -0.083954999999999988 81.011308844800013 -0.08854999999999999 0.09180000000000002 41.605323437500005 41.360869295700006 97.39208423365001 0.088145000000000015 87.278104746850019 61.982402197500001 0.082535000000000011 86.479632682150012
decision_type=2 2 2 2 2 2 2 2 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 -3 -2 -5 -4 9 -9 -8 12 -12 13 15 -15 -1 -16 21 20 -20 22 25 23 -19 -18 28 27 -27 -13 -30
right_child=1 2 6 5 -6 -7 7 8 -10 -11 11 17 -14 14 16 -17 24 18 19 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00030489459971581542 0.0036559073535654199 -0.10018397731180695 -0.0016017308480670046 0.055055633265047171 -0.0005817667383805048 -0.041290053349512204 0.00037686373742214495 0.0024213974868878912 0.00011744028514075614 -0.0021236402350501898 0.0033660017371314986 -0.00032305794051186838 -0.0028979454478058535 0.0027957154934514609 -0.0015654743047430421 -0.0022179453805090798 0.00098510628574740612 -0.00049688565526697921 -0.0051801563317284468 6.0996517601590227e-05 0.0030707410717731101 0.0027582377951791983 -0.0024271913466127264 0.00081021230165714451 -0.00075933327354056916 -3.5797203226262217e-05 0.00048046341276322658 -0.0038080039007399196 0.0031333218769627824 0.000176678409198874
leaf_weight=0.8695976336532415 0.55782829792373689 0.0036520319990813732 0.51624840557404184 0.0011626701613728077 1.0084685102654374 0.0013583256528382492 0.50444890756961336 0.5167779239872673 15.297574589388123 0.52680067376633455 0.52155236644977065 5.0549837004916842 0.51958434611382021 0.5385390540474585 0.52645428573963626 1.0195277257625841 1.0145333301806365 2.0218914247863613 0.53074536118242555 0.50020455705553957 0.538393766784793 0.51547926739716921 0.53325894157658504 1.008006651491314 0.514151873914242 1.0053848015223183 1.0311003168262072 0.53286401423338237 0.53493767440180917 4.0570889050461938
leaf_count=183 77 4 27 15 49 106 119 73 872 79 34 889 99 78 112 37 35 66 49 3 26 17 138 19 311 31 87 44 134 221
internal_value=-1.09401e-07 0.000126072 5.38006e-05 -0.057986 0.000927458 0.00314408 7.44367e-05 0.000125804 0.000192728 -0.000900487 -0.000102261 -9.80799e-06 -0.000442066 -0.000157415 0.000497541 -0.00105664 -0.000104684 -0.000108365 -0.000496412 -0.00263721 4.16908e-05 4.80654e-05 -0.000415999 -6.20316e-05 0.000398388 -6.62925e-05 -0.000610945 -0.00134253 7.87684e-05 0.000521106
internal_weight=42.3226 18.9343 17.368 0.00617303 1.5663 0.002521 17.3619 16.8456 15.8144 1.03125 23.3883 18.3859 5.00239 4.4828 2.59368 1.88913 2.05514 17.8643 5.1325 1.03095 4.10155 12.7318 3.56316 3.0299 1.52869 12.2164 2.56935 1.53825 9.64701 4.59203
internal_count=4034 1421 1295 125 126 121 1170 1143 945 198 2613 1758 855 756 536 220 458 1724 301 52 249 1423 223 85 346 1406 162 75 1244 355
is_linear=0
shrinkage=0.1


Tree=953
num_leaves=31
num_cat=0
split_feature=4 2 0 0 0 4 1 0 2 1 4 4 4 4 1 3 0 3 2 4 2 3 2 0 3 3 3 3 3 3
split_gain=4.84314e-05 0.000105337 0.000104022 0.000372246 0.000248657 9.34374e-05 8.39158e-05 0.000219584 0.000737747 0.000134543 0.000123471 0.000339706 0.000191492 0.000208303 0.000417278 0.000190068 0.000181207 0.000219583 0.000611286 0.000168754 0.00016538 0.00235038 0.00640513 0.00580266 0.00440925 0.000146227 0.00012087 0.000115918 0.000112467 0.000173811
threshold=38.478081868400004 0.22598000000000004 93.953546284800012 85.425757095000009 94.773526014550015 38.244973486750006 76.830756451950009 96.959242474650011 -0.084794999999999995 74.739136026450012 40.137820134150012 40.00488309970001 40.563919884450009 40.984321400500008 62.041548276350007 0.094175000000000023 86.103248543850015 0.093325000000000033 0.0023400000000000005 39.337369931850013 -0.13953999999999997 0.085035000000000013 -0.14259499999999997 86.420486603250012 0.093905000000000016 0.087795000000000026 0.091290000000000024 0.089835000000000012 0.092260000000000023 0.081280000000000019
decision_type=2 2 2 2 2 2 2 2 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 3 -1 -4 -6 7 9 27 10 11 16 15 14 -14 25 -2 19 -19 -18 21 -15 23 -23 -25 -12 -21 -9 29 -8
right_child=1 -3 4 -5 5 -7 28 8 -10 -11 12 -13 13 20 -16 -17 17 18 -20 26 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-1.4040251793638785e-05 -0.0018691988207267 -0.0014599555298368168 -0.0020915598425711147 0.0030129724127321636 -9.6422151973411766e-05 0.0010796088391915367 0.00031854289954573125 0.0003547662463204661 -0.0042908105433904315 0.00092910105939340154 0.00066876992278267649 -0.0029704730241476049 -0.0034459542034000674 7.4061478607847982e-05 -0.00028155811434743181 0.0013437994649528279 -0.0020914237593044347 0.0036378319890402948 -0.0012212434905734737 0.0012114350264581344 -2.3099607243097294e-05 -0.083568876524147864 0.096204934931999053 0.078719387390089324 -0.022569198720022027 -0.00088442028468168916 -0.00096759033648296773 -0.0013744851811127753 -0.00077827280369977816 0.0024233861741581749
leaf_weight=1.4139596350451746 0.53255331693885199 0.51626177837944354 0.51007053764818033 0.57004250971444381 2.0345827761763178 1.0114425429708349 1.508794978669775 1.5089876543499965 0.52627674414318626 1.5145560391922774 1.5126545988019615 0.51236573049196277 0.52563819789537136 0.51062404964098007 2.0110856422907091 2.0431104748897724 0.50890188287939997 0.53385502930967532 0.50269362702783837 0.51703545349664615 18.375375070319414 0.0062038387056588809 0.0096377084810228553 0.0087987774275006814 0.0084014978383493144 1.0114534582394297 0.50145543414328131 0.52165425129965104 0.52272879371968883 0.53017310105164317
leaf_count=223 51 128 40 152 465 28 479 69 70 25 41 23 87 284 32 38 29 46 15 48 1031 18 10 23 33 12 16 55 139 324
internal_value=-8.094e-08 -4.15982e-05 0.000275557 0.00085568 -4.81032e-05 0.000294083 -2.14068e-05 -6.33445e-05 -0.000954204 9.78928e-06 -3.7199e-05 -0.000585346 3.88179e-05 -8.63377e-05 -0.000937257 0.000626771 -0.000190687 0.000157954 0.00128133 -0.000604414 2.77562e-05 0.00174663 0.0275943 -0.000659223 0.0292448 4.63799e-05 0.000138589 -8.94634e-05 0.000530353 0.000865845
internal_weight=42.3214 36.7813 5.5401 1.984 3.5561 3.04603 36.265 33.7033 2.55692 31.1464 29.6318 3.60886 26.023 21.4558 2.53672 4.56722 3.09649 2.56394 1.03655 1.52739 18.919 0.543666 0.0330418 0.0234041 0.0172003 2.52411 1.01849 2.03064 2.5617 2.03897
internal_count=4034 3126 908 375 533 493 2998 2056 194 1862 1837 228 1609 1518 119 91 205 154 61 93 1399 368 84 74 56 53 64 124 942 803
is_linear=0
shrinkage=0.1


Tree=954
num_leaves=31
num_cat=0
split_feature=2 2 4 3 4 0 4 2 1 1 1 1 1 1 1 1 1 1 0 1 2 2 4 3 2 3 2 1 1 2
split_gain=4.82736e-05 0.000136122 9.88579e-05 0.000208351 0.000170416 0.000353227 0.0094484 0.00312204 0.000818413 0.00368895 0.00108005 0.00146016 0.00099153 0.0017499 0.000820492 0.000472687 0.000428222 0.00032239 0.000138564 0.000435741 0.00040753 0.000126819 0.000119429 0.000195699 8.83243e-05 0.00181804 0.00150046 0.000603561 0.000507365 0.000139559
threshold=-0.06483499999999999 -0.072524999999999992 42.283941020600004 0.093325000000000033 42.402981339000007 86.89903215050002 43.047778594550003 -0.092479999999999993 62.095317438950012 62.55235532115001 63.353515844050008 66.590419433100024 76.279622535200005 72.378669787950017 77.543197856500015 71.504920895500007 69.873026810350026 62.030794443850006 86.162394622750014 61.993156030000002 -0.078649999999999984 -0.10290999999999999 41.243661560350013 0.093735000000000027 -0.053159999999999992 -0.24800999999999998 -0.033799999999999997 70.641925835650014 68.910558799650019 -0.046635000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 18 4 -4 17 7 -7 -8 -10 -11 -12 13 15 -14 16 -13 -6 21 -20 -21 -1 -23 -24 27 26 -26 -2 -28 -27
right_child=24 -3 3 -5 5 6 8 -9 9 10 11 12 14 -15 -16 -17 -18 -19 19 20 -22 22 23 -25 25 29 28 -29 -30 -31
leaf_value=0.0016841124461190835 0.0034795655190753196 -0.0016450172829437046 0.0018021759859611045 0.0022271635302246792 -0.00024848917504286081 -0.0083025610698693898 -0.0006727354455406836 -0.094259398891921739 0.085505552454266762 -0.090770711278971294 0.087474335718080803 0.0046424313768269115 0.10002566603492134 -0.10020205487443501 -0.0087428539095750924 0.037743527738831974 -0.063870232076306585 0.0025379003021360953 -0.0031848692060425648 -9.8648323107382031e-05 -0.0029326871455485084 -0.00035950038134847397 0.0013249612571528766 -0.00017491994357486074 -0.1001664126833946 -0.0015467108436317129 0.055631870877006474 -0.00062155989117157039 -0.036135557714785015 0.0001222196194354413
leaf_weight=0.52010421804783469 0.55717683409576002 0.55388248299775611 0.51094287590231413 0.53416938875750419 2.0217038740619988 0.0059669277371636733 0.49999213553019206 0.014478440422972305 0.0060186548653291807 0.0014115657450020089 0.001709063315502136 0.0024759118264605674 0.0012538011942524452 0.00244042653310661 0.0015520362613746493 0.0021500565711001229 0.0014445353394135774 0.52256962741180135 0.52710253065742918 10.185049411799165 0.53399941733493861 3.3883888192296627 1.5271392734375697 2.0213369291389895 0.0033012491185218096 0.51640904640808116 0.0010496653722859841 1.0081621806609269 0.0014141884906476998 16.84493690345473
leaf_count=296 77 81 18 104 207 40 6 41 5 4 13 44 2 54 297 14 118 178 22 886 72 48 46 17 4 27 63 49 58 1143
internal_value=7.31359e-08 -9.6021e-05 -5.84461e-05 0.000384334 0.000110598 -0.000169549 -0.00249022 -0.0691731 0.000129361 0.0197344 -0.00768422 0.00131958 -0.0116915 -0.0286871 0.0398609 6.29541e-05 -0.0206019 0.000323809 -0.000156227 -0.000377867 -0.000239834 0.000178037 6.5116e-05 0.000470576 0.000118778 5.39332e-05 -0.056093 0.000838221 0.00295974 7.25777e-05
internal_weight=42.3197 23.3873 22.8334 4.13028 3.59611 3.08517 0.540894 0.0204454 0.520448 0.0204561 0.0144374 0.0130258 0.0113168 0.00851093 0.00280584 0.0060705 0.00392045 2.54427 18.7031 11.2462 10.719 7.45697 6.93687 3.54848 18.9325 17.3671 0.0057651 1.56534 0.00246385 17.3613
internal_count=4034 2613 2532 1145 1041 1023 638 81 557 551 546 542 529 230 299 176 162 385 1387 980 958 407 111 63 1421 1295 125 126 121 1170
is_linear=0
shrinkage=0.1


Tree=955
num_leaves=31
num_cat=0
split_feature=3 4 2 2 3 4 4 2 2 4 1 0 2 2 0 4 4 1 2 1 4 2 0 3 4 1 4 0 2 3
split_gain=4.7098e-05 0.000355424 0.00027955 0.000118535 0.000198097 0.000195124 0.000889131 0.000387506 0.000114481 0.000142189 0.000300304 0.000165689 0.000397945 0.000164013 0.00017476 0.000521053 0.000156133 0.000109109 0.000588293 0.000393506 0.000245944 0.000144683 0.000309592 0.00081064 0.000212219 0.000192652 0.000172324 0.000142846 0.000292699 0.000124209
threshold=0.09180000000000002 35.050303764500008 0.04932000000000001 -0.032369999999999996 0.092260000000000023 41.685324604100011 42.522337019050006 -0.082334999999999992 -0.030380000000000001 41.50623664750001 62.272755675600003 99.239054969250006 0.0023400000000000005 0.010890000000000002 85.925810307250018 36.893814626400008 40.844669808050007 61.987779113750001 -0.59681499999999998 62.00390986255001 41.385032804600009 -0.095854999999999996 87.350693116400024 0.083495000000000028 41.741384785950011 62.116825104000007 42.536568606950006 93.399723909900004 -0.082334999999999992 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=1 2 -1 4 -2 -6 -7 -8 -5 11 -11 12 -10 -14 -15 -16 -13 20 -19 -20 -3 26 23 24 -23 -24 29 28 -27 -21
right_child=3 17 -4 8 5 6 7 -9 9 10 -12 16 13 14 15 -17 -18 18 19 21 -22 22 25 -25 -26 27 -28 -29 -30 -31
leaf_value=0.00649380877847791 0.0012702898922897386 -0.0026781129231101515 0.065068980620192896 0.0018852994492649187 -1.9517541862818175e-05 -0.0044758755580403785 0.0023898804460010187 -0.0014739102850543292 0.0034633665102495811 -0.0024657810289763354 0.00049735583178933142 -0.0017368531188478049 -0.00055888393879518984 8.950284598464174e-05 -0.00039187195334768732 0.0040911400049944294 0.00073781518671754535 -0.060635949598083771 0.0026716975253378906 0.00027582194615929695 -0.00015813060558252516 -0.00086831649663840276 0.0018646167508418379 -0.0046317915157811102 0.0014077127877024336 0.00047967990475968492 0.002034695169601307 4.9723374520187844e-06 -0.0028352369363703602 -0.0013438292223960382
leaf_weight=0.0018178978680587479 1.0219870315608659 0.51955096801105671 0.0014765338386962812 0.51673200658115082 10.08762629088311 0.54700714723274835 0.53219186658304707 0.50670619235619696 0.52903466963348034 0.51540203979986787 1.016746898250287 0.51589017822464123 0.99887535301968489 1.049976287477165 0.50291030203879905 0.53514613120091781 0.50406043337405748 0.0016016989438821785 0.52595402689511672 5.5375343756964508 1.5214215606781132 2.0262391903898802 0.51212339100493309 0.55344022372694368 0.51347865743692445 0.51999139972031116 0.51976882948789338 9.1172707093673875 0.54610352591158917 0.517758917852431
leaf_count=172 31 213 69 9 516 96 92 31 26 38 60 80 6 24 15 64 7 43 40 308 304 31 18 116 103 33 587 725 151 26
internal_value=-5.62317e-08 -9.70348e-05 0.0327467 0.000114713 -6.47446e-05 -0.000181623 -0.00121275 0.000505377 0.000455532 0.000335753 -0.000499419 0.000611774 0.000929285 0.000494994 0.00099915 0.00191924 -0.00051387 -0.000101753 -3.35751e-05 -2.89285e-05 -0.000799619 -9.86803e-05 -0.000282744 -0.00116386 -0.00040815 -2.79235e-05 0.000287323 -0.0001231 -0.00121838 0.000137333
internal_weight=42.3158 22.9355 0.00329443 19.3803 12.6955 11.6735 1.58591 1.0389 6.68477 6.16804 1.53215 4.63589 3.61594 3.08691 2.08803 1.03806 1.01995 22.9322 20.8913 20.8897 2.04097 20.3637 13.7886 3.09316 2.53972 10.6955 6.57506 10.1834 1.06609 6.05529
internal_count=4034 2939 241 1095 766 735 219 123 329 320 98 222 135 109 103 79 87 2698 2181 2138 517 2098 1177 250 134 927 921 909 184 334
is_linear=0
shrinkage=0.1


Tree=956
num_leaves=31
num_cat=0
split_feature=3 4 3 4 1 4 1 3 2 1 1 4 0 3 1 1 3 3 4 0 4 4 1 0 3 3 1 2 1 0
split_gain=6.73256e-05 7.38844e-05 0.0001096 0.000613773 0.000488563 0.000789736 0.000451984 0.000161112 0.000100197 0.000111786 0.000144864 0.000358063 0.000136141 0.000106075 0.000198001 0.000478007 0.000174654 0.000136397 0.000239299 0.000168049 9.51141e-05 0.000154564 0.000124146 0.000330846 8.17908e-05 0.000558648 0.000152713 0.000930279 0.000365101 0.000610249
threshold=0.43162500000000009 38.478081868400004 0.10507500000000002 40.206947806850003 62.046925192600007 41.481306584950012 61.966271448700006 0.10184000000000003 0.22598000000000004 76.830756451950009 81.320481529800006 42.522337019050006 97.878695155250014 0.096515000000000031 61.93938686740001 62.095317438950012 0.09551500000000003 0.093325000000000033 39.337369931850013 86.89903215050002 37.038444968100009 35.419594101850009 71.104340634100012 84.390700714750025 0.088350000000000026 0.08883000000000002 62.020040611300011 -0.074349999999999986 62.084563606450011 85.925810307250018
decision_type=2 2 2 2 2 2 2 2 2 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 7 -4 6 -6 -5 8 9 12 11 -11 13 16 -15 -16 17 18 -3 -19 21 -1 23 -22 26 -26 27 -20 29 -28
right_child=-2 2 3 4 5 -7 -8 -9 -10 10 -12 -13 -14 14 15 -17 -18 19 24 -21 22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=0.00029163054010775818 0.00065281294500265058 -0.0022247885689383787 -0.0036847890080840676 0.00011389339819988256 0.0043499773446259299 -9.5216080579437157e-05 -0.0021658636088693907 0.0016873580242941653 -0.0014102058068006544 0.0032789897515384525 -0.00075908535336245643 7.6187089846135286e-05 -0.0016700261140104298 0.002370543649284595 -0.0021769875774679472 0.0020989699036432835 -0.0019114273238825124 -0.00016941681428605683 -0.0003899653876583022 0.0016507381257681352 9.4928473056455658e-05 -0.001679675665443942 0.00012948645674835314 0.0031742998423819734 -0.0034843143963562782 -8.2139698579800094e-05 0.00061508644300048258 0.0044555092202646137 0.00010558735270971554 -0.0042579431452080315
leaf_weight=1.5235975407609803 1.5229510806257014 0.52405954729600068 0.5388985358970152 2.0296228611146026 0.54190168666146865 1.5227299377925585 1.5216518775010852 0.5572541282498048 0.5160962964496808 0.53535885629304303 0.50649369322901661 1.0030742214248336 0.51486162046689443 0.51741299510021477 0.51853320512600454 0.52728968056693049 0.50947909299452376 1.0111472385645464 1.5232806581602032 1.0178611584619828 0.86183696953901223 0.53825372645752301 2.0291909829629988 0.58622281485449435 0.52416912845011499 6.0921105483750706 0.5051829831854977 0.53551858897572069 11.135796154992818 0.52307183043922123
leaf_count=376 53 49 58 33 39 79 39 72 116 111 617 149 99 21 21 73 34 23 258 35 35 236 160 82 28 229 20 174 652 63
internal_value=1.62825e-09 -2.43708e-05 -7.7718e-05 -0.000461101 -0.000151758 0.00107151 -0.000862938 3.37492e-06 -2.95046e-05 -4.07788e-06 0.000707793 0.00119073 -6.01109e-05 -2.75609e-05 0.000770501 -2.11079e-05 -7.97563e-05 -3.98628e-05 -0.00011428 0.000743672 0.00031515 -0.000222986 0.00063424 0.00134156 -6.12057e-05 -0.000351674 7.39164e-05 0.000870401 -6.08909e-05 -0.00186382
internal_weight=42.3149 40.792 35.2529 6.1548 5.61591 2.06463 3.55127 29.0981 28.5408 28.0247 2.04493 1.53843 25.9798 25.4649 1.56324 1.04582 23.9017 23.3922 21.3632 2.02901 5.5391 2.06185 3.47725 1.44806 20.8391 6.61628 14.2229 2.0588 12.1641 1.02825
internal_count=4034 3981 3092 248 190 118 72 2844 2772 2656 877 260 1779 1680 115 94 1565 1531 1473 58 889 612 277 117 1424 257 1167 432 735 83
is_linear=0
shrinkage=0.1


Tree=957
num_leaves=31
num_cat=0
split_feature=0 0 4 3 3 4 2 1 4 3 3 0 4 0 2 0 2 3 3 1 3 3 4 0 4 4 3 2 0 0
split_gain=8.35569e-05 7.69348e-05 6.148e-05 8.20173e-05 0.000375789 0.00011761 0.000117645 0.000248522 7.66029e-05 6.43215e-05 8.90839e-05 8.15761e-05 0.000668196 0.00042635 0.000229888 0.000541401 0.000232236 9.98355e-05 0.000224968 0.000110651 8.95578e-05 0.000297533 0.0003149 0.000420954 0.000130626 0.000242126 0.00107311 0.0166568 0.0110827 0.0108482
threshold=102.89804648475001 102.21786657775002 38.478081868400004 0.10371000000000001 0.11768500000000003 38.179089776100007 0.24901000000000004 70.123053416500014 38.903925214650009 0.43162500000000009 0.13377000000000003 85.995710218650018 40.377444152000002 86.103248543850015 -0.086139999999999994 85.812895065800021 -0.074349999999999986 0.11334500000000002 0.10721500000000002 62.00390986255001 0.080135000000000026 0.079430000000000014 41.289992964000007 87.170566421650008 42.753078181500008 41.243661560350013 0.088220000000000021 -0.06828999999999999 88.17067284620002 94.75470680765001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -1 -4 10 11 12 -10 -13 -14 16 -16 18 20 -19 21 22 23 -15 25 -22 -27 28 -28 -30
right_child=-2 -3 8 4 -6 -7 -8 -9 9 -11 -12 13 14 17 15 -17 -18 19 -20 -21 24 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=3.1692637726098072e-05 -0.0012785835671000104 0.0012309295720068034 -0.0012391724879893247 0.0029816630636527982 -0.00081785866084217263 0.0010699932748518769 0.0012576637696343092 -0.0023671657614409087 -0.0037625729989914183 0.00060661787011265927 -0.00097884187653847466 0.0028392596917593072 0.00049811862520211271 -0.00039051973624852502 -0.0011917664079354774 -0.0036390944809074448 0.0017901798415926639 0.0013933480965512431 -0.0020997147502943908 -7.8636271060823998e-05 8.1869636464197245e-06 0.0026102215207093366 -0.00026928951585490586 0.0036271497781189413 0.00052285190900743417 -0.00026601838274994906 -0.083011503477619653 0.0013212195821379327 0.047003947425658367 -0.07674262324775917
leaf_weight=2.447035235608459 0.50496910769724124 0.51439236298499835 0.53153981373171078 0.52844468312086701 0.51301177104545881 1.0189957382390336 0.50612869143060546 0.52442851041012906 0.52873262264502141 1.5201655777512133 1.0196123981041498 0.53300679112271865 3.0377097549628451 0.51137209253102589 0.51663600910137564 0.5176624018199617 0.52818753605069391 1.0186732433794525 0.53526894335027364 1.0240602571058159 11.143581369037831 0.51294850594775621 4.5087839111425625 0.53219164972568933 2.5774563950485776 4.0576721962587632 0.042086777910299022 0.52987418088969207 0.017528839945310182 0.011889162767943162
leaf_count=298 960 61 56 75 38 33 27 134 53 31 36 40 408 21 49 31 232 10 51 38 311 74 299 81 305 121 43 45 26 47
internal_value=6.69236e-08 1.55104e-05 3.70417e-07 0.000310412 0.00111005 0.000125207 -0.000151633 -0.000391678 -4.76493e-05 -2.96694e-05 -5.83674e-05 -2.96534e-05 -0.00039584 3.85031e-05 -8.87818e-06 -0.000994557 0.000315691 -1.67388e-05 -7.17025e-05 0.000655415 -2.72961e-05 0.000305901 9.30183e-05 0.00165839 -0.000137249 -0.000244913 -0.000850281 -0.00479246 -0.0500969 -0.00300771
internal_weight=42.314 41.8091 41.2947 5.53804 1.04146 4.49659 3.47759 2.97146 35.7566 35.2251 33.7049 32.6853 5.12893 27.5564 4.6002 1.56249 1.04482 27.0234 24.9807 2.04273 24.4454 6.0653 5.55235 1.04356 18.3801 15.8026 4.65905 0.601379 0.0715048 0.029418
internal_count=4034 3074 3013 605 113 492 459 432 2408 2352 2321 2285 773 1512 720 312 281 1472 1424 48 1373 475 401 102 898 593 282 161 116 73
is_linear=0
shrinkage=0.1


Tree=958
num_leaves=31
num_cat=0
split_feature=0 2 4 2 1 0 3 2 3 3 3 3 2 0 1 2 0 0 3 2 4 3 2 2 3 1 3 2 2 2
split_gain=6.7586e-05 7.16328e-05 0.000142858 0.000147388 0.000909258 0.000211617 0.000124025 0.000405506 0.000123418 0.000791703 0.000213282 0.000227661 0.00021153 0.000186068 0.000216477 0.00021932 0.000179418 0.000207218 0.000206032 0.000121507 0.000114829 0.000259089 0.000223898 0.000467526 0.000372915 0.0010612 0.000258608 0.000193999 0.000180619 0.0018506
threshold=102.89804648475001 -0.06483499999999999 42.488347682450005 -0.053159999999999992 70.641925835650014 85.877418060900013 -0.50325999999999993 -0.23349 0.049900000000000007 0.079805000000000029 0.091645000000000018 0.088435000000000027 -0.037054999999999998 86.382848189450016 62.036171360100006 -0.02903 95.050437202000012 101.10215645365001 0.096995000000000012 -0.018034999999999999 42.47354681640001 0.093325000000000033 -0.086139999999999994 -0.080019999999999994 0.089415000000000022 62.020040611300011 0.098075000000000023 -0.079634999999999997 -0.096529999999999991 -0.101395
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -3 -5 7 -1 -7 -10 11 19 -12 -14 -15 -16 18 -18 -17 -11 22 28 -8 -24 25 -25 27 -26 29 -22
right_child=-2 2 -4 5 -6 8 20 -9 9 10 12 -13 13 14 15 16 17 -19 -20 -21 21 -23 23 24 26 -27 -28 -29 -30 -31
leaf_value=-0.017308129005487085 -0.0011496987077833963 0.0044860647599442921 -0.00036445735327340749 -0.0016809121493024733 -0.00056139888164980065 -0.00055394389377812984 -2.987114651408693e-06 0.064066317858004193 0.0041891693589269641 0.00081370666904697893 -0.00078209024569185308 -0.0023394376706503111 0.0020002464271539496 -0.00047034424158957439 0.0028725293961737387 0.00017776405941454467 -0.0016863259047970168 0.00076289054498868364 0.0030002347183210581 -0.00053025141856657357 0.03081843172955924 0.0024566469144329996 -0.0035137093160528192 0.0011681534966911209 -8.8182071931299652e-06 -0.0051832081653643185 -0.0005003833907182186 0.0027366496531304298 -0.00028513246566495897 0.00054068691514320923
leaf_weight=0.001255235437880059 0.50539321564140394 0.55262352444515528 4.038538916050249 0.57325817216317254 1.0076641021974237 1.5346181692594818 14.726476790644451 0.0011957300986190902 0.52572508379034744 1.0087267394719681 1.0182425922737355 0.52436414176440838 1.0283396139466283 1.5071241306432055 0.51627182406082184 0.50200826736090831 0.52368142096244685 1.0149284683393487 0.53346193494144245 2.0195309624166828 0.021024141603718904 0.5296139469532547 0.55487281571593072 0.51406510810554962 0.50340522652550135 0.53877146195581815 2.3917800894857884 0.52661990807365577 2.5571136651133868 0.50682269888227405
leaf_count=53 960 64 297 158 19 88 802 26 53 16 21 56 29 15 7 21 44 24 47 94 519 73 94 11 13 73 65 27 239 26
internal_value=-2.11814e-07 1.36856e-05 0.000161108 0.000308601 0.00122631 0.000196998 -0.000102553 0.0223913 0.000284827 0.000404874 0.000209762 -0.000415684 0.000544192 0.000784242 0.000512253 0.000991453 0.000614174 -7.0725e-05 0.00163187 -8.25727e-05 -0.000104912 0.000413305 -0.000199726 -0.000775779 -0.000436265 -0.00208205 7.01174e-05 0.00139485 6.25121e-05 0.00174665
internal_weight=42.3075 41.8021 18.4291 14.3906 1.56029 12.8303 23.373 0.00245097 12.257 10.7224 10.1967 3.55262 6.64406 5.62582 4.59748 3.09035 2.57408 1.53861 1.03547 3.02826 23.3706 3.61457 19.756 5.02951 4.47464 1.05284 3.42181 1.03003 3.08496 0.527847
internal_count=4034 3074 1053 756 83 673 2021 79 515 427 374 166 208 187 158 143 136 68 68 110 1942 857 1085 283 189 84 105 40 784 545
is_linear=0
shrinkage=0.1


Tree=959
num_leaves=31
num_cat=0
split_feature=0 4 4 4 1 2 3 4 2 2 4 4 3 0 3 2 2 1 4 0 1 2 3 3 3 4 4 4 1 1
split_gain=5.4707e-05 5.86872e-05 0.000209573 0.000134661 0.000100853 0.000254549 0.000184704 8.22095e-05 7.95827e-05 8.34144e-05 0.000333408 0.000214558 0.00027028 0.00064369 0.000217474 0.000669988 0.000471521 0.000287803 0.00112658 0.000199286 0.000154673 0.000143964 0.000126804 0.000270068 0.000155921 0.000107913 0.00023023 0.000192174 0.000167778 0.00052273
threshold=102.89804648475001 38.400997490450003 38.748048509250005 38.121007182500009 67.940025414550021 -0.046635000000000003 0.10335500000000002 37.038444968100009 0.22598000000000004 -0.06483499999999999 39.896141435400004 42.141702038450013 0.080135000000000026 96.741477366050006 0.08674500000000003 -0.053159999999999992 -0.037054999999999998 62.014663695050011 41.257403903850005 85.683849075550015 80.468240302450013 -0.075639999999999999 0.12535000000000004 0.087555000000000022 0.079605000000000023 42.719328117250008 43.077238082650005 42.824128352900011 62.272755675600003 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 3 -3 4 6 -6 7 -1 9 10 -4 12 13 -11 -14 -16 -17 -18 -19 -12 22 25 23 24 -13 28 27 -27 -21 -30
right_child=-2 2 8 -5 5 -7 -8 -9 -10 11 19 20 14 -15 15 16 17 18 -20 21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00094559423991522626 -0.0010339121751428934 -0.0020283528639583443 -0.0025267094585816226 0.0018523503786535311 -0.0022827317630506687 0.00028404347497373373 0.0022454904676741283 0.00052897722813964165 -0.0012358075064078868 0.0044442869242039421 0.0018716769228433782 -0.001187663977225335 -0.00046041741935787841 -0.00052845880079519208 0.0040028870003615607 -0.0025525024661745906 -0.00020172147077311968 0.0052705455204627829 4.4411032584620073e-05 -0.00030742290022757506 0.00079743981751450124 -0.0010200001828211912 -2.2786739873106715e-05 -0.0030830577513837132 0.00096147958954965855 0.00034898252043446946 -9.3529797690285426e-05 0.0030661279231981426 0.0032899150433895481 -1.3647964145026139e-05
leaf_weight=0.51572265308984855 0.505774691814877 0.51816423705346082 0.55467926060723272 0.52248573059359316 0.51596765685882573 1.5381396207432678 0.52825525262323925 1.4166767958632922 0.51611821861185703 0.53380366186670591 0.52990489028251531 0.99670672590681719 2.5119783995060061 0.50805657651653746 0.54123628379420363 0.52001503948277683 2.0357541253200573 0.56737553035964117 1.5108881096350613 12.138767244783606 1.0077412827359502 1.5479060323195835 2.0056770687438075 0.53060628207884697 0.51047060301203206 0.5104813423125274 2.0352352739564301 0.53111563431797038 0.55373408666662172 3.5476757094698144
leaf_count=204 960 44 146 48 161 81 43 63 95 119 393 118 45 15 42 22 47 83 43 234 16 45 21 112 74 15 452 50 102 141
internal_value=-1.24454e-07 1.23838e-05 -3.14754e-05 0.000332488 0.000156597 -0.0003607 0.000588428 0.000135441 -2.92849e-06 1.48805e-05 -0.000106186 0.000207716 0.000507878 0.00201936 0.000303026 0.000673586 0.000284738 0.000643367 0.00147117 -4.34314e-05 -0.000311 -9.20693e-05 -0.000587254 -0.00114283 -0.000459764 -1.77125e-05 0.000525301 0.00173447 -0.000120591 0.000432368
internal_weight=42.3071 41.8013 36.7641 5.03725 4.51476 2.05411 2.46065 1.9324 36.2459 35.7298 21.9495 13.7803 8.72911 1.04186 7.68725 5.17527 4.63403 4.11402 2.07826 21.3948 5.0512 20.8649 4.04346 2.03778 1.50718 19.317 3.07683 1.0416 16.2402 4.10141
internal_count=4034 3074 2474 600 552 242 310 267 2430 2335 1578 757 416 134 282 237 195 173 126 1432 341 1039 325 304 192 994 517 65 477 243
is_linear=0
shrinkage=0.1


Tree=960
num_leaves=31
num_cat=0
split_feature=4 1 0 3 1 4 4 0 2 1 2 1 2 0 3 3 1 3 3 2 3 2 2 3 4 4 0 2 0 0
split_gain=4.85668e-05 0.00052984 0.00193054 0.0022063 0.00148451 0.00308686 0.00147559 0.000575606 0.000614367 0.000451403 0.00024683 8.75047e-05 5.31378e-05 0.000128786 4.1039e-05 0.000503787 0.000300625 0.000161358 0.000193147 0.000129273 7.8943e-05 0.000226425 0.000286221 0.000205687 0.000150737 0.000509836 0.000101274 0.000174131 6.50537e-05 0.000133964
threshold=43.832725745850006 70.332753150650021 91.394134144600017 0.10301500000000002 62.272755675600003 44.169240047700008 44.421469061800003 71.332859575200004 -0.23401999999999998 64.407391431150018 -0.23349 69.64719632740001 0.10957500000000002 97.752337623100019 0.078905000000000017 1.0000000180025095e-35 62.014663695050011 0.079220000000000027 0.079605000000000023 -0.044409999999999998 0.082535000000000011 -0.055334999999999995 -0.094519999999999993 0.083495000000000028 33.151194885250007 33.41579758040001 100.27142289135001 0.059320000000000012 85.57631075030001 85.764502819450016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 3 4 5 -2 -7 10 -9 -6 -8 -4 14 -14 15 16 -1 -16 -19 -18 21 22 -20 -22 -25 -26 28 -28 -27 -30
right_child=1 -3 11 -5 9 6 7 8 -10 -11 -12 -13 13 -15 17 -17 19 18 20 -21 23 -23 -24 24 25 26 27 -29 29 -31
leaf_value=0.0022268120865570843 -0.10007160085351924 -0.00035748651859847483 -0.10003716285962548 -0.100266603915449 0.10001182331968508 0.088975725265859215 -0.012868855482012326 0.0077854257957705999 -0.10001376804689684 0.029371217167999911 0.038838498226551943 -0.068029579715225066 0.0017564224498896617 1.8733424642623604e-05 -0.0018300069639178213 0.0031847739095728282 -3.2103263979426487e-05 0.0019028046504304286 -5.8758804492092689e-05 -0.0012903025150020617 0.0019698654555536923 8.1223640601961906e-06 -0.0034100470580606251 -0.036308567623172347 0.069605628428644623 -0.00084776719850220006 -0.0022858955636824241 0.00031726559477971908 0.0015766530827749363 -6.7838792970399742e-06
leaf_weight=0.52496593224842403 0.0027154233301394945 1.006015858445189 0.0018256523842508079 0.0020379162288008948 0.0018957717056764531 0.0023932646489008835 0.0015015605345073818 0.0010621277742943747 0.0010526550066117246 0.0017301856247289721 0.0023968001080589829 0.0016050653222836608 0.59216748079363712 1.524570595606203 0.50348862997876764 0.52676782288320101 4.0210456638202503 0.51101143321288489 0.50215513114285559 1.0246976249185999 0.51956325620614308 2.5047059420642479 0.51746035074207786 0.0011457675326224095 0.001051157569004312 0.88015900963727389 0.52563616109880118 0.50273389189002415 0.5457125258989447 25.551596116590581
leaf_count=330 38 626 37 6 10 14 45 21 50 73 8 6 196 188 26 144 187 96 54 88 56 27 29 54 14 187 372 20 60 972
internal_value=-5.36038e-08 -0.000679593 -0.0167084 -0.00273793 0.010739 -0.00737652 0.0225657 -0.00386589 -0.0458727 0.0663045 0.018922 -0.0850624 1.68397e-05 0.00050486 -9.53695e-06 0.000228845 -5.06683e-05 -5.34948e-05 -2.60264e-05 -0.00028762 -5.67782e-05 -0.000503282 -0.00175956 -1.61681e-06 -3.81888e-05 -3.6705e-05 -3.93189e-05 -0.0010133 -2.19107e-06 2.63269e-05
internal_weight=42.3069 1.02623 0.0202164 0.0167857 0.0147478 0.0111218 0.00840641 0.00601314 0.00211478 0.00362596 0.00389836 0.00343072 41.2806 2.11674 39.1639 6.09748 5.57071 33.0664 32.5629 5.04574 32.0519 3.52432 1.01962 28.5276 28.008 28.0069 28.0058 1.02837 26.9775 26.0973
internal_count=4034 934 308 265 259 176 138 124 71 83 53 43 3100 384 2716 749 605 1967 1941 275 1845 110 83 1735 1679 1625 1611 392 1219 1032
is_linear=0
shrinkage=0.1


Tree=961
num_leaves=31
num_cat=0
split_feature=4 4 0 3 0 0 3 2 0 0 2 2 1 1 0 4 2 1 2 0 0 4 2 2 0 4 1 4 4 2
split_gain=4.52208e-05 9.04166e-05 0.000444227 0.000289478 0.000156532 0.00689889 0.00193289 0.000139397 0.000190208 0.000160941 0.000269071 0.00033644 0.000117508 0.000277988 0.000275416 0.00107956 0.00172505 0.000161303 0.000287872 0.000170237 0.000641904 0.000320715 0.000124001 0.000119648 0.000103442 9.35745e-05 9.0243e-05 0.000113335 0.000229434 0.000115147
threshold=38.478081868400004 40.316494640950005 85.995710218650018 0.098545000000000021 85.683849075550015 85.57631075030001 0.10469000000000002 -0.11103999999999999 96.959242474650011 87.278104746850019 0.022350000000000005 -0.061874999999999999 61.901748453550006 61.993156030000002 85.812895065800021 42.824128352900011 -0.032369999999999996 62.030794443850006 -0.071864999999999998 86.382848189450016 86.420486603250012 41.741384785950011 0.13747000000000004 -0.08262499999999999 86.643628628100018 40.377444152000002 76.830756451950009 37.038444968100009 37.784765830350004 -0.10946499999999999
decision_type=2 2 2 2 2 2 2 2 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 -2 7 5 -3 -7 -4 9 -9 11 -11 -6 14 -14 16 -16 18 23 21 -21 -19 24 -15 -22 -26 27 29 -29 -1
right_child=1 4 3 -5 12 6 -8 8 -10 10 -12 -13 13 17 15 -17 -18 19 -20 20 22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0011281458546226282 -0.0031309603439102296 -0.00040014891701065032 -0.0014745212943183489 -0.002314789453812781 0.00086059864913222482 0.03342767765082201 0.09920291790113768 -8.6519387886528293e-05 -0.0015648155931327363 0.00070948628208574675 -0.00088516920600324733 0.0038321041149943814 -9.3321458378758869e-05 0.00068463298208813923 -0.007700736003397048 0.0019022055952085332 0.00039748526609409245 -0.00016192769013754387 0.0021014117339676511 0.0035294482174810758 -0.0014475568982475178 -0.0030311139727045668 0.0014834035365621223 -0.0007168924677358879 0.0013031576388826795 -7.6042796709038451e-05 -0.00099843141441651579 0.0026774460364921608 0.00038089013876861931 -0.00060377979270058522
leaf_weight=0.51029196539830879 0.5369517941795231 0.51594709663185234 0.52138452553670589 0.55314683584944901 1.5162969146613239 0.010158803639845004 0.0079749416227059555 2.5204934770736145 0.52274497156355071 1.0210410836048138 0.50987994751085342 0.52115501328808056 2.015328504059656 1.5235665420550506 0.53172629129448989 0.51248378893069446 0.52055275860902805 1.525476555500979 1.0374183052908872 0.52010148475483475 0.53487242505798605 0.52320231531751904 0.52362734745801631 1.0148563084730997 0.50684273115638845 16.718822140035126 0.51202637893453573 0.52951954954187241 2.437425901228941 1.5496060849029496
leaf_count=192 64 545 104 96 24 45 5 27 112 51 51 25 27 26 33 9 23 37 27 19 23 87 92 23 22 1529 378 74 98 166
internal_value=-7.25996e-08 -4.02018e-05 -0.000372197 -0.000132107 3.38727e-05 0.00173058 0.0623546 8.28496e-05 0.00024221 0.000448792 0.0011063 0.00176471 3.1811e-06 -4.32363e-05 -0.000866178 -0.00186157 -0.00369462 7.73675e-05 0.000697901 -2.90409e-05 6.52678e-05 -0.000894675 -3.32724e-05 0.000124306 -7.7988e-05 -3.54616e-05 0.000266298 0.000395122 0.000790763 -0.000174735
internal_weight=42.3049 36.7661 6.7068 6.16985 30.0593 0.534081 0.0181337 5.6167 5.09531 4.57257 2.05208 1.5422 29.5252 28.0089 3.58009 1.56476 1.05228 24.4288 3.57584 20.8529 18.8043 2.04868 18.2842 2.53842 17.7605 17.2257 5.53887 5.02684 2.96695 2.0599
internal_count=4034 3126 530 466 2596 595 50 370 266 154 127 76 2001 1977 92 65 56 1885 76 1809 1685 124 1666 49 1574 1551 908 530 172 358
is_linear=0
shrinkage=0.1


Tree=962
num_leaves=31
num_cat=0
split_feature=0 0 3 4 0 3 3 1 1 3 0 4 2 2 4 2 1 0 2 3 3 0 3 2 2 0 0 4 1 0
split_gain=4.34094e-05 6.05374e-05 5.06272e-05 0.000319194 0.000268245 0.000160664 0.000171524 0.000195041 0.000469433 0.000146207 0.000127501 0.000285303 0.000127025 0.000185122 0.000540641 0.000402587 0.000204721 0.000265313 0.000162952 0.000232251 0.000760683 0.000157412 0.000169352 0.000135292 0.000117411 0.000116937 8.37911e-05 0.000210781 0.000537666 0.000207936
threshold=102.89804648475001 102.21786657775002 0.09180000000000002 35.050303764500008 92.313586825200005 0.089415000000000022 0.089305000000000023 61.987779113750001 62.00390986255001 -0.24663499999999999 86.420486603250012 40.098777110850008 -0.095204999999999998 -0.061874999999999999 41.243661560350013 -0.08854999999999999 62.095317438950012 85.812895065800021 0.066710000000000019 0.075810000000000016 0.080135000000000026 86.382848189450016 0.088075000000000028 -0.044409999999999998 0.04932000000000001 94.75470680765001 86.565663342300013 41.646178195200001 62.025417527550012 86.83719761350001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 9 -9 -5 11 -7 21 14 -14 -16 17 -17 19 23 -21 -10 -23 -15 -22 -12 27 -4 -29 -28
right_child=-2 -3 26 5 -6 10 -8 8 12 -11 25 -13 13 18 15 16 -18 -19 -20 20 24 22 -24 -25 -26 -27 29 28 -30 -31
leaf_value=-0.0056434586298165449 -0.00092045863571492957 0.0010899061265401706 7.5990629545159922e-05 -0.00019256023436689149 0.054336094653263271 -5.2790510558084059e-05 0.0017893212801154317 0.0029489554400836081 0.0019723637946119864 -0.0025725015723805072 0.00086674792615695881 -0.0034020643367559862 -0.0038038588851141298 0.00050694519300433199 -0.0029171839100945382 0.00083395977770000542 0.0018569370185349187 -0.0014561893541513438 -0.00042819556437445741 0.0044840474925532748 -0.0011265767378148845 -3.7438499228585402e-05 0.0018714209058346095 -0.0011271121890877335 0.00070740135102323682 -0.0012431742854002682 0.0013942496140969963 0.0008159791538934905 -0.0036648700123152592 0.00012337001922581241
leaf_weight=0.001199889931019992 0.5061365355421249 0.5138904977562565 8.0380300436508687 0.50573715069072711 0.0019695347493158821 0.50311612666715055 0.5091992912666673 0.52614946428195963 0.51155574473946597 0.52722395736000305 0.53180059901751497 0.51434408893452555 0.53400456540849406 1.004874454229139 0.51263726810313981 1.0086872095624251 0.55275474287975601 1.0147734528818544 4.5102244222345442 0.5233092666950373 0.53447296354589435 5.0284386116648063 0.51210796660995317 1.0220144221084773 1.0063391863368452 0.51905674718466344 1.5260633846628469 0.53728364626545999 0.53388109765857195 8.2326873729140626
leaf_count=101 960 61 172 131 23 10 13 29 105 344 55 60 72 11 56 27 138 39 174 48 77 460 22 64 6 42 20 57 90 567
internal_value=8.49838e-08 1.1232e-05 -2.19503e-06 -0.000103793 0.0316289 -0.00010828 -2.29121e-05 -6.94346e-05 4.06403e-06 -0.00140728 -0.000947984 -0.00174591 -8.07158e-05 -0.000266217 -0.000865837 -0.000357908 0.000151359 -0.000314559 -1.36564e-05 0.000443361 0.00119 0.000293962 0.000138996 -0.000316993 7.12357e-05 -0.00017542 0.000118508 -9.96112e-05 -0.00141733 0.000322109
internal_weight=42.304 41.7978 41.2839 22.416 0.00316942 22.4128 20.3445 19.8353 18.8023 1.03296 2.06832 1.01746 18.2762 12.2241 3.62286 3.08885 2.57622 2.02346 8.60123 4.09101 2.06412 6.0521 5.54055 2.02689 1.54081 1.05086 18.8679 9.10919 1.07116 9.75875
internal_count=4034 3074 3013 2107 124 1983 1816 1803 1328 475 167 70 1299 712 332 260 204 66 380 206 131 587 482 75 83 97 906 319 147 587
is_linear=0
shrinkage=0.1


Tree=963
num_leaves=31
num_cat=0
split_feature=0 0 3 4 1 0 3 3 0 2 0 3 3 3 3 3 2 0 1 3 0 1 1 0 3 2 1 1 4 4
split_gain=3.51426e-05 4.90694e-05 4.09825e-05 0.00026402 0.000808704 0.00193405 0.000469236 0.000445543 0.000413519 0.00024993 0.000233109 0.000111731 0.000137863 0.000136342 0.000122808 0.000145657 0.00015253 8.73513e-05 0.00019709 0.00065549 0.000184654 0.00019911 0.000142971 0.000198197 0.000150853 0.000290168 0.000109675 0.000197638 0.000176908 7.40121e-05
threshold=102.89804648475001 102.21786657775002 0.09180000000000002 35.050303764500008 61.622148808000013 79.532656873050016 0.08481000000000001 1.0000000180025095e-35 71.249517373150013 0.04932000000000001 71.332859575200004 0.089415000000000022 0.089305000000000023 0.088555000000000023 0.09013000000000003 0.090735000000000024 -0.08854999999999999 86.565663342300013 62.030794443850006 -0.18112999999999999 86.692020874450009 62.020040611300011 62.095317438950012 87.638358136350021 0.08729000000000002 -0.092710000000000001 62.014663695050011 61.977025281250008 42.719328117250008 39.685256516350002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 7 8 -5 -1 -10 12 13 17 -13 -16 -17 18 26 -20 -19 -22 23 -23 -24 -26 27 -6 -29 -4
right_child=-2 -3 29 4 11 -7 -8 -9 10 -11 -12 14 -14 -15 15 16 -18 20 19 -21 21 22 24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0042605722540736924 -0.00082788458289524398 0.00098166100622560076 0.00048600044621076506 -0.039325951522963427 -0.0012051839156799948 -0.10007552403327524 -0.060471397190487386 0.069360703978599961 0.051219625561811935 0.061436790152553072 -0.0024453771986394876 -0.0021138489796387653 0.001612437590346506 -0.0016567916987927746 0.0010261106979474589 0.0002090720386261053 -0.0022274693621386365 -0.0019824551506100545 -0.00022004156439847864 0.0041057092779766807 0.0018769571371394411 -0.0026500066002917121 -0.00018414769235775843 0.0001455521692798876 4.4196799952996695e-05 0.0027575417283290261 -0.00094835841588234446 0.002505785571032898 -0.00013095894711189697 3.2614590819843723e-06
leaf_weight=0.0017652374430444642 0.50644214897788131 0.5135186460181832 4.0419210977884878 0.0019735836038382581 0.51453235310078804 0.0027407066560023452 0.001163400237174983 0.0010144953443216309 0.0013135131011949852 0.001348579950779083 0.0021091339152221611 0.52030558338522537 0.50858735954261547 0.51750558349532028 0.51987189604561557 0.50610463706425435 0.52184140753092811 0.51555772194114879 1.0028683735884159 0.53834708416279919 0.51372944007016208 0.51408106448798097 11.128975351905892 0.50052381061686901 1.5159753614182281 0.53259612242956755 1.0143604103820929 0.51363706894956329 0.50427127577196984 14.82442874272339
leaf_count=106 960 61 336 156 86 44 25 26 7 18 88 43 13 47 27 15 57 64 21 179 12 31 796 10 46 71 20 72 27 570
internal_value=1.28092e-07 1.01609e-05 -1.92345e-06 -9.33275e-05 -9.73725e-05 -0.0280913 -0.00204372 0.00855957 -0.00287108 0.0290233 0.0181497 -8.44838e-05 -1.32661e-05 -5.49675e-05 -0.000784757 -0.000337977 -0.00102785 -1.20376e-05 0.000398376 0.00129094 -0.000122262 -5.70476e-05 -0.000127055 -0.0012709 -3.89843e-05 0.000749623 -0.000141769 0.000392132 0.00119954 0.000106683
internal_weight=42.3034 41.797 41.2835 22.4171 22.414 0.0103148 0.00757413 0.00641073 0.00539623 0.00311382 0.00342265 22.4037 20.3355 19.827 2.06812 1.54782 1.02795 19.3095 4.08802 1.54122 15.2214 14.7059 14.1922 1.0146 13.1775 2.04857 2.5468 1.53244 1.01791 18.8663
internal_count=4034 3074 3013 2107 1983 346 302 277 251 124 95 1637 1495 1482 142 99 72 1435 405 200 1030 966 954 41 913 117 205 185 99 906
is_linear=0
shrinkage=0.1


Tree=964
num_leaves=31
num_cat=0
split_feature=2 2 1 0 2 0 0 4 4 3 2 4 4 0 0 3 2 4 3 3 4 2 0 1 0 1 1 0 4 3
split_gain=3.94922e-05 0.000122657 0.000119965 0.000210415 0.000504693 0.00135402 0.00214727 0.00111217 0.000660153 0.000294703 0.000120699 0.000113308 0.000331322 0.0004065 0.000188457 0.000447251 0.000230236 0.000679989 0.00020397 0.000112001 0.000317483 0.000113593 0.000110315 0.000297378 0.000897246 0.000236025 0.000229143 0.000227186 9.95464e-05 0.000533732
threshold=-0.06483499999999999 -0.072524999999999992 75.408562100950022 100.15850764985002 -0.079634999999999997 100.52682641375002 102.21786657775002 42.006870117350005 42.198888176300009 0.093580000000000024 -0.59681499999999998 42.622319549950006 43.077238082650005 86.20003303655001 86.135510041400025 0.10184000000000003 -0.087304999999999994 41.035283712600005 0.097450000000000023 0.088350000000000026 41.092444989200011 -0.13125999999999996 85.963448721100022 62.025417527550012 86.382848189450016 62.068432857650002 61.987779113750001 86.89903215050002 41.535369675400013 0.098105000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 -4 5 -5 7 9 -8 -7 -9 14 13 -13 28 16 19 18 -18 -16 21 -21 26 24 -24 -25 -2 -27 -1 -30
right_child=22 -3 3 4 -6 6 8 10 -10 -11 -12 12 -14 -15 15 -17 17 -19 -20 20 -22 -23 23 25 -26 27 -28 -29 29 -31
leaf_value=3.0772684601448755e-05 -0.0022853256732966207 -0.0015586663808262763 0.0016195639936916984 -0.1000449750659665 -0.00033386048094723571 -0.028248982974315426 -0.10009088773491037 0.10001922592019839 -0.0041850884090202751 0.016793202369365354 0.056145952424074635 -0.00014822334529013986 -0.00029821043547149841 0.0037822263259963567 7.8362440314063943e-05 -0.0032624936054180135 -0.0013235807111650884 -0.0042910233760646626 0.0015046068874177247 -0.0012546270184655361 -0.0028888473904402868 0.00056778517403909944 0.0048079531817253477 -0.0020821115442831188 6.6103071860495419e-05 0.0021168029000191244 0.00021053191652485169 2.5241505093407438e-05 0.003322607536862387 -0.0012124546484519781
leaf_weight=6.4220343961495798 0.57473386121642889 0.55281104781850032 1.0360153992435863 0.0018219048054244459 0.50326328213477622 0.0027051145634271485 0.0025313762467753078 0.0010993076721206307 0.0010017425186407466 0.0031372323155380855 0.0014596465842129369 0.50840056363643993 2.0363011805135489 0.54543367314659719 6.5435731813468569 0.54697607461246356 0.51311136247947142 0.54587387925732844 0.50694797536286273 0.51374023436295524 0.52540171587179418 1.0232720200110634 0.54046382764863787 0.5121099772350125 1.5249619348469421 0.53901965535555874 1.0218837613628968 14.214329280334127 0.526232944592955 0.51200860947960791
leaf_count=336 224 81 150 11 30 23 341 2 248 18 62 46 548 113 157 83 41 76 11 41 52 46 37 32 34 26 92 976 79 18
internal_value=1.16126e-07 -8.68282e-05 -5.11768e-05 0.000797286 -0.000850412 -0.019748 -0.00748989 0.0200174 -0.0728988 -0.00406216 0.0749936 -0.00011313 0.000446696 0.00188606 -0.00020829 -0.0004769 -0.00032711 -0.00144243 8.19689e-05 -0.000124168 -0.000766752 -4.13489e-05 0.000107491 0.000180767 0.00130691 2.83987e-05 -0.000687901 0.000101658 0.000177648 0.00108614
internal_weight=42.3027 23.3752 22.8223 1.55304 0.51702 0.0137563 0.0119344 0.0084013 0.00353312 0.00584235 0.00255895 21.2693 3.09014 1.05383 18.1792 10.7189 10.1719 1.56593 1.02006 8.60599 2.06241 1.53701 18.9275 17.3309 2.06543 15.2655 1.59662 14.7533 7.46028 1.03824
internal_count=4034 2613 2532 885 735 705 694 105 589 41 64 1647 707 159 940 507 424 128 52 296 139 87 1421 1105 71 1034 316 1002 433 97
is_linear=0
shrinkage=0.1


Tree=965
num_leaves=31
num_cat=0
split_feature=2 2 3 3 2 3 3 3 3 3 3 4 4 3 2 0 1 2 3 0 1 4 3 2 4 2 4 1 3 3
split_gain=3.40684e-05 0.000163348 0.000168478 0.000405871 0.000223971 0.00342339 0.00468964 0.00773768 0.00668801 0.00501387 0.00436674 0.0045234 0.00299228 0.000802625 0.000159368 0.000151953 0.000168004 0.000124698 0.000122484 0.00033427 0.000113145 0.000103484 0.000101251 0.00028937 7.48252e-05 9.41558e-05 0.000203797 9.31649e-05 7.15327e-05 0.000564387
threshold=-0.037054999999999998 -0.033799999999999997 0.096315000000000026 0.10111000000000002 0.048475000000000011 0.09180000000000002 0.087555000000000022 0.086955000000000018 0.084090000000000012 0.081515000000000018 -0.059734999999999996 41.827117825850003 41.385032804600009 0.078310000000000018 -0.039434999999999998 85.995710218650018 62.057679025150001 0.066710000000000019 0.091935000000000031 96.741477366050006 76.830756451950009 41.066313126200008 -0.50325999999999993 -0.23349 38.064633603500006 -0.02903 42.456897412850005 73.553525990900013 0.10433500000000002 0.10828500000000003
decision_type=2 2 2 2 2 2 2 2 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 5 6 7 8 9 10 11 -3 -8 -12 22 -5 -17 18 19 -6 -19 -22 23 -1 27 -26 -27 -18 -24 -30
right_child=1 2 3 15 17 -7 12 -9 -10 -11 13 -13 -14 -15 -16 16 24 20 -20 -21 21 -23 28 -25 25 26 -28 -29 29 -31
leaf_value=-0.01288726767061564 0.0018687655771390873 0.074180850810933327 0.0031317589875234707 -0.0013570003609308923 0.0031389572085330866 -0.00018099292281636273 -0.030598213780715734 0.094910612463838528 -0.10018302715907189 0.087501064752973493 -0.10009701113774289 -0.10013401606173232 -0.10038869267196125 -0.031067238426066335 -0.0018051483843301486 0.0015216985204598073 0.0017457745794816557 -0.00067184357689414691 -0.00072848352090962949 9.5169424019701478e-06 -0.00077958836252482342 0.00097187239687027398 3.9291860925147369e-05 0.058110702668814122 0.00053110738397381375 -0.00230688753146555 0.00011908829626620167 -0.00016678195569299744 -0.003454303154753373 6.5523254271725643e-06
leaf_weight=0.0012047219293636752 0.5193828147839693 0.0058089987128223369 0.52175470288839232 0.55577292192702987 0.51703969383570569 1.0093016652324347 0.016654962078924029 0.0068363098738473118 0.0081501330987557297 0.0056074102685883523 0.0050460384843871182 0.0020016108399347476 0.0097338930067571994 0.0025283474618555957 0.51521826531618131 1.0253944218566173 0.51129968086024746 3.0192898696999952 0.50188225591543933 1.0043210495046724 0.50653881909578191 1.0099563030269918 23.333616604301799 0.0010966222791575627 1.0053182300180195 0.52728756194526605 1.0087270030952713 0.50750282531073387 0.53231059630282995 4.1048624086565484
leaf_count=54 15 39 58 38 80 37 37 8 37 16 25 60 94 43 14 26 11 186 8 57 130 94 2443 26 5 58 24 29 72 210
internal_value=1.17447e-07 0.000128997 6.10252e-05 0.000474268 -0.000245659 -0.00158596 -0.0243227 -0.000838473 -0.0232995 0.00654996 -0.0229545 0.0295095 -0.0563414 -0.0770547 -6.23726e-05 0.000204578 0.000393843 -2.6669e-05 0.000626178 0.00107307 -0.00031788 0.00038685 -3.02735e-05 0.0209442 6.89968e-05 -0.000221275 -0.000713708 0.00079306 -3.19993e-05 -0.000390726
internal_weight=42.3014 13.8131 13.2938 5.66306 7.6307 1.07167 0.0623677 0.0359788 0.0291425 0.0209924 0.015385 0.00781061 0.0263889 0.00757439 28.4883 5.1413 4.58553 6.55903 2.02324 1.52136 4.53578 1.5165 27.9731 0.00230134 3.56014 2.54133 1.53601 1.0188 27.9708 4.63717
internal_count=4034 1215 1200 249 951 396 359 228 220 183 167 99 131 68 2819 191 153 555 145 137 410 224 2805 80 127 87 82 40 2725 282
is_linear=0
shrinkage=0.1


Tree=966
num_leaves=31
num_cat=0
split_feature=3 1 3 3 1 0 4 3 3 3 1 1 1 4 3 3 0 4 1 3 1 2 0 4 3 4 1 2 1 1
split_gain=3.5221e-05 0.000198475 8.20382e-05 0.000405663 0.000238607 0.000781986 0.000194105 0.000116831 7.29469e-05 0.000120962 0.000798082 6.99131e-05 0.000465531 0.000703895 0.000294634 0.00102538 0.000180945 0.000190539 0.000174804 0.000169212 0.000128026 0.000903326 0.000100956 0.000210253 0.0001856 9.16754e-05 8.5693e-05 0.000514857 0.00267767 0.00166685
threshold=0.41214500000000009 62.079186690200011 0.11531000000000002 0.11148000000000002 61.966271448700006 88.098084476650016 41.092444989200011 0.11002000000000002 0.10932000000000001 0.10507500000000002 62.068432857650002 62.009286778800011 61.987779113750001 42.310579034350006 0.094175000000000023 0.10301500000000002 85.877418060900013 43.182896969600009 61.87486387225001 -0.27628999999999998 62.020040611300011 -0.63113999999999992 86.135510041400025 41.535369675400013 0.10249000000000003 41.571132012400007 62.036171360100006 -0.14831999999999998 64.407391431150018 78.285212300550015
decision_type=2 2 2 2 2 2 2 2 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 7 -4 -6 -7 8 9 11 -11 12 14 -14 16 -16 25 18 -18 -13 -21 -22 23 -23 26 -1 -24 28 -28 -30
right_child=1 -3 4 -5 5 6 -8 -9 -10 10 -12 19 13 -15 15 -17 17 -19 -20 20 21 22 24 -25 -26 -27 27 -29 29 -31
leaf_value=0.001331188830200101 0.001442665811444083 -0.00036312898700974233 0.00023644230741841517 0.0027702698294859024 -0.0045532567330353905 -0.0011688653641504421 0.001577637803287944 -0.0015198514088004249 0.0011932998600304207 -0.0038640260490253237 0.00163459025078164 -0.039878465369091232 0.0047812291699863233 -0.00040782030552081002 0.0045932007269288283 -0.00053314745882621203 -0.00086820641740809512 -0.00025644255644320635 -0.0034843920767449483 -0.0011458617062724095 -0.053970427588250047 7.6182390057539189e-05 -0.0012976930325214399 0.002382122013996105 -0.0019180808568373918 -0.00055869924315898694 0.064825356563779038 -2.7773961700563655e-06 -0.0176657740356739 0.059869631037310411
leaf_weight=0.51676449112756762 1.0165908672745478 1.5167655532123476 2.0206342488099875 0.52926839544698978 0.52477378360053695 0.52011681094542839 0.50928560660257305 0.51102346420988354 0.50753745597330535 0.51911441902245947 0.53703571221359847 0.0010665956433254511 0.53485437264237112 0.51133858818437261 0.53946938432130731 1.4100078233786917 0.50246832793163798 1.0002478668757246 0.51939805308711584 1.0213577546873747 0.0031014245470463156 1.5256645364164962 0.50933929956954926 0.53373883789599119 0.52338844671680718 0.50997388990806314 0.0074699624920544867 23.394190238633733 0.017147956019421845 0.0033074402615728025
leaf_count=273 20 67 34 63 32 56 17 27 13 25 71 64 30 28 56 15 9 7 42 38 35 63 16 209 46 286 31 1714 244 403
internal_value=-2.2854e-08 0.000361504 -2.30562e-05 2.20889e-05 -0.000480066 -0.00141162 0.000189937 -1.8701e-05 3.12456e-06 -1.43134e-05 -0.00106807 1.88248e-05 0.000326796 0.00224502 -7.47051e-05 0.000885442 -0.000688636 -0.00123759 -0.00219797 -4.87698e-05 -4.72272e-05 -4.91156e-06 1.4009e-06 0.000673816 -5.52249e-05 0.000392494 -1.44836e-05 1.34211e-05 0.0135836 -0.00512905
internal_weight=42.2964 2.53336 39.7631 36.1883 3.57481 1.55418 1.0294 35.659 35.148 34.6404 1.05615 33.5843 6.04452 1.04619 4.99833 1.94948 3.04885 2.02211 1.02187 27.5398 27.5387 26.5173 26.5142 2.0594 24.4548 1.02674 23.9315 23.4221 0.0279254 0.0204554
internal_count=4034 87 3947 3808 139 105 73 3745 3718 3705 96 3609 746 58 688 71 617 58 51 2863 2799 2761 2726 272 2454 559 2408 2392 678 647
is_linear=0
shrinkage=0.1


Tree=967
num_leaves=31
num_cat=0
split_feature=2 2 1 0 4 4 0 0 1 2 2 1 4 0 4 3 1 1 2 0 2 1 4 2 0 4 3 1 0 4
split_gain=4.9572e-05 9.74681e-05 0.000149284 0.000126264 0.000102655 0.000247756 0.000399439 0.000176923 0.000387654 0.000534526 0.000111187 0.00018351 0.000196502 0.000451934 0.000115155 0.000186596 0.000241485 9.46629e-05 0.000302335 0.000227002 0.000468629 0.000178588 0.000533356 0.000810587 0.000141011 0.000133893 0.000130458 0.000100469 0.000106175 8.42357e-05
threshold=-0.06483499999999999 -0.072524999999999992 75.408562100950022 99.994511703900017 42.622319549950006 43.077238082650005 86.20003303655001 86.135510041400025 61.993156030000002 -0.078649999999999984 -0.094519999999999993 62.057679025150001 41.360869295700006 88.872360418250011 36.620308449100001 0.088555000000000023 62.057679025150001 63.705703859100005 -0.053159999999999992 86.329079026800017 0.022350000000000005 62.014663695050011 41.872294782850005 -0.039434999999999998 93.399723909900004 41.243661560350013 0.10608500000000003 70.389210771400016 96.531777631850005 41.481306584950012
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 29 -9 10 14 -12 -13 -14 -10 -16 -17 18 -2 20 -20 -21 23 -23 -19 -22 27 -26 -29 -1
right_child=17 -3 3 -5 5 -7 -8 8 9 -11 11 12 13 -15 15 16 -18 24 19 21 25 22 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-2.2664553480522118e-05 0.0026625852438521952 -0.0014088765809011439 0.0021332619805716382 0.00023172458481753979 -0.00037353367774144045 -0.00024537118553187722 0.0035257908282050397 -0.0031344164737277186 0.0014693845892691842 -0.0034453524725926812 0.00030962465339822343 -0.0030068856769772923 -0.0027260179311445489 0.0014520868174467687 0.00014519954627905369 0.00029431936586894991 -0.0027257011386522898 -0.0016184574169628302 -0.0031792814038296272 -0.00035935264761291404 0.0014768403503932098 -4.9696996636389715e-05 0.00015072886982132525 0.0055494176068992341 0.0014555993912750706 -0.00077032279004991117 -0.0015148195534635941 -0.0013721210977903561 0.00010321554568542668 0.00080768046188043209
leaf_weight=5.9190499135603902 0.54807972025628249 0.55323834973845265 0.53020938117901351 1.0228298043224857 0.50764309229009119 2.0369221834056113 0.54447438355559186 0.52539905867888492 0.51157490601868705 0.52860910175653764 1.0041713477185115 0.52164413595128767 0.51529122542706296 0.52029619688119055 5.5278537299161208 0.50098630040884007 0.56155087077744514 0.55015402120298063 0.551259417615095 1.518897884353464 0.56025911853485844 0.49983374029397964 2.5190070423741417 0.53564393728504478 0.51834546910458534 0.50337623276572452 0.52653769502758052 0.51397276932634461 9.578852797170283 1.5395074733409417
leaf_count=332 50 81 141 744 46 548 113 23 51 55 9 80 10 46 107 2 124 197 114 28 62 2 26 55 57 127 73 74 556 101
internal_value=5.58208e-08 -9.73622e-05 -6.55636e-05 0.000880912 -0.000134687 0.000398272 0.00164438 -0.000225265 -0.000485537 -0.000348986 -0.000179608 -0.00074443 -0.00142413 -0.000626869 2.41021e-05 -8.8087e-05 -0.00130176 0.000120366 0.000404608 0.000219575 -0.00081303 0.000548261 0.000936102 0.00284668 -5.56178e-05 0.000413348 2.15796e-05 9.78174e-05 2.80847e-05 0.000148725
internal_weight=42.2955 23.3713 22.818 1.55304 21.265 3.08904 1.05212 18.1759 10.7174 10.192 9.66337 2.5614 1.55723 1.03559 7.10197 6.59039 1.06254 18.9242 7.23636 6.68828 1.61489 5.07338 3.55448 1.03548 11.6879 1.06364 11.1377 10.6112 10.0928 7.45856
internal_count=4034 2613 2532 885 1647 707 159 940 507 484 429 145 136 56 284 233 126 1421 464 414 303 111 83 57 957 189 760 687 630 433
is_linear=0
shrinkage=0.1


Tree=968
num_leaves=31
num_cat=0
split_feature=2 2 4 2 1 2 3 2 3 2 4 2 4 2 0 0 2 3 3 0 3 3 4 2 3 0 3 0 0 0
split_gain=4.34473e-05 0.000245305 0.00104139 0.000339675 0.00015591 0.000145715 0.00018532 0.000125129 0.000163835 0.000111961 0.000106647 0.000232993 0.000199934 0.000427124 0.000483405 0.000445201 0.000330664 0.000566124 0.000389783 0.000341421 0.000237087 0.000184104 0.00020161 9.34371e-05 0.000111543 8.68949e-05 0.000377583 0.000168789 0.000259238 0.000148133
threshold=-0.079634999999999997 -0.086139999999999994 41.535369675400013 -0.08786999999999999 75.271450736300025 -0.075639999999999999 0.097970000000000015 -0.08262499999999999 0.085335000000000022 -0.074999999999999997 42.536568606950006 -0.02903 40.984321400500008 -0.056724999999999998 85.667718326750006 86.382848189450016 -0.056724999999999998 0.41991500000000009 0.11278000000000003 95.050437202000012 0.10608500000000003 0.087795000000000026 41.257403903850005 0.051245000000000013 0.081280000000000019 86.054856297550018 0.10301500000000002 87.350693116400024 93.953546284800012 96.531777631850005
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -4 -9 -7 12 -12 16 14 -14 -15 17 -11 20 -20 25 -17 -23 -13 -25 26 -18 -27 -29 -30
right_child=5 2 7 -5 -6 9 -8 8 -10 10 11 23 13 15 -16 21 18 -19 19 -21 -22 22 -24 24 -26 27 -28 28 29 -31
leaf_value=-0.00014088975392917449 0.0025290719879330131 -0.0049334166914824047 0.001329378155100599 0.0025073597170701314 0.0011277033452983894 -0.0010885254520759692 0.00022794011663752108 0.00028587568208286425 -0.0019117443352825378 -0.0039328367128634596 -0.0023822202303585968 0.00070295429987324342 0.00026734474686933128 -0.0024475673157486983 0.0045473047869768425 0.0024122380199438041 0.0028618779157452063 4.2262245202086706e-05 0.0038030890332374744 0.00017397061085086313 -0.0020995628547092874 0.0020084747330800876 -0.00027248967893704433 -9.610835084490995e-05 -0.0017562002738463784 -0.00096864469046324501 -0.00089319986513024415 0.0022987627886218247 -0.0016106115503706775 0.0001540554548500988
leaf_weight=14.218234535827953 0.53693719545966967 0.53804778749783322 0.5318695928465299 0.53574290501234934 1.0396261894448553 0.86918051886184144 1.0051062070865597 1.0094578663944718 0.51094049416900489 0.55819513059522718 0.51428326714329076 1.0202447306866407 0.50224964693188645 0.53065285615829472 0.55606866938441701 0.52113325663154197 0.52520397655785156 1.0003301031730985 0.52753415912593549 0.50969789693694878 0.51703595146810144 0.51941417136508539 1.5258338828723479 1.999155127860692 0.50748760002911009 1.5145900975780922 0.54632410869817249 0.54020921209053074 0.51294156282165193 6.5507919380534618
leaf_count=1261 125 99 63 56 766 14 15 21 73 123 105 139 3 129 46 92 62 8 28 31 32 18 59 72 104 37 7 121 36 289
internal_value=1.03059e-07 -0.000115486 -0.00101747 3.2449e-05 -5.44515e-05 8.89747e-05 0.00102919 9.18383e-06 -0.00045265 2.41581e-05 6.91419e-05 -0.000393781 0.000176298 0.000781795 0.00251615 0.000189131 -1.28386e-05 -0.00138144 0.000168781 0.00201973 -1.05264e-05 0.000734323 0.000306787 -0.000103831 -0.000432206 9.54697e-05 0.000947332 -4.63355e-06 0.000187383 2.5912e-05
internal_weight=42.2945 18.3839 2.59032 15.7936 15.2579 23.9106 1.54204 2.05227 1.5204 22.3686 21.4994 4.04117 17.4582 4.15535 1.05832 3.09703 13.3029 1.55853 11.7443 1.03723 10.7071 2.56638 2.04525 3.52689 2.50664 10.1901 1.07153 9.11853 7.60394 7.06373
internal_count=4034 2339 256 2083 2027 1695 140 157 94 1555 1541 420 1121 347 49 298 774 131 643 59 584 169 77 315 176 552 69 483 446 325
is_linear=0
shrinkage=0.1


Tree=969
num_leaves=31
num_cat=0
split_feature=3 1 1 1 1 3 0 3 4 3 4 3 0 4 3 1 0 4 1 1 2 3 0 3 0 3 1 4 4 2
split_gain=4.55723e-05 0.00061889 0.002319 0.00141066 0.00116342 0.000406808 0.000323591 0.000509119 0.000174278 0.000133239 0.000135529 0.000259827 0.000649157 0.00022736 0.000217356 0.00020733 0.000438287 0.000156013 0.000101936 0.000287488 0.000137158 0.000106622 0.000267402 0.000124222 0.000101781 0.00028784 0.000196649 0.000490318 0.000364121 0.000333351
threshold=0.09180000000000002 61.622148808000013 61.778079379550007 58.167480110400007 61.87486387225001 0.08481000000000001 76.451683855550016 -0.25095999999999996 48.86568841230001 0.092260000000000023 39.685256516350002 0.10249000000000003 97.225399829550014 40.00488309970001 0.093160000000000034 69.999384342500022 86.103248543850015 41.243661560350013 61.987779113750001 62.00390986255001 -0.078504999999999991 0.089415000000000022 88.872360418250011 0.089305000000000023 90.767723400200012 0.098545000000000021 62.111448187750007 42.388109226950007 41.436838994450007 -0.092710000000000001
decision_type=2 2 2 2 2 2 2 2 2 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 -4 6 7 -1 -9 -2 11 12 -11 -12 17 16 -13 -15 20 -20 -6 23 -23 -21 26 -26 28 -28 -16 -30
right_child=9 2 4 -5 18 -7 -8 8 -10 10 13 15 -14 14 24 -17 -18 -19 19 21 -22 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.054504670730648887 0.0010103941841422472 0.10003859387730336 -0.052465407676245926 -0.086507026333925957 -0.0002818519530661733 -0.057926928729528621 0.045669594383975907 0.040697714277790495 -0.0062539951991572437 0.0043348354720191334 -0.0021826790603825699 -0.00054458445439330085 5.6169387913487936e-05 -0.00018993677767015847 0.00026257223532259776 -0.0018597691364159478 0.0027945590418075464 -0.0026747170955589566 0.0022942207150568094 -6.6444618747436225e-05 -0.0021734571372976439 -0.0026633855449859872 0.00049787416810368119 0.0015188013638739346 7.5056794102315813e-05 -0.0025086196985035845 0.00369175706049414 0.00027511288536836374 0.0001368642712485235 -0.0033825132954995729
leaf_weight=0.0014704414139176114 1.5245246508705808 0.0023130740771674088 0.0042410807608764802 0.0027132244187934029 1.5076170831196738 0.0011132916380915958 0.0016511904003380096 0.001547419784615367 0.0016163675716853732 0.54658650053454683 0.5109388769016644 1.4155935223980125 1.0095080364799238 0.50122379153799268 6.0869494449304966 0.5221779509635186 0.54420285030755611 0.50959654299046697 0.52372741813335011 18.782724909475206 0.51400541736340866 0.52425899502659379 0.54649906303157991 0.50767559647351745 2.0164426814069087 0.54848426867989442 0.53003416666670267 2.0237806896576771 0.50752030656406089 0.5729857778486448
leaf_count=120 45 5 15 87 121 25 16 136 23 103 31 36 105 8 80 137 54 48 40 2095 37 31 175 13 96 126 56 56 29 85
internal_value=1.51025e-07 -9.52704e-05 -8.43549e-05 -0.0248292 -9.44633e-05 -0.00221101 0.00765756 -0.00588625 0.0167103 0.000113073 3.6418e-05 0.000546012 0.00155907 -0.00011261 -3.30675e-05 -8.91362e-05 0.00038264 -0.00144262 -8.4767e-05 -1.91345e-05 -0.0007628 -7.86384e-05 -0.00104993 -2.47249e-05 8.29002e-05 -0.000477437 0.000230743 0.000984224 -3.7727e-05 -0.00172944
internal_weight=42.2937 22.9232 22.9131 0.0101119 22.9107 0.00739871 0.00628542 0.00463423 0.00316379 19.3706 17.846 4.03807 1.55609 13.808 13.297 2.48197 1.9598 1.01082 22.9065 20.8849 2.02162 20.3612 1.07076 19.2904 12.2862 2.56493 9.72127 2.55381 7.16746 1.08051
internal_count=4034 2939 2532 407 2527 320 295 279 159 1095 1050 435 208 615 584 227 90 56 2512 2354 158 2314 206 2108 528 222 306 112 194 114
is_linear=0
shrinkage=0.1


Tree=970
num_leaves=31
num_cat=0
split_feature=1 1 4 1 3 3 2 1 2 2 4 2 1 0 3 1 0 1 4 0 3 0 2 0 2 2 1 4 3 0
split_gain=3.90566e-05 0.00016422 0.000318082 8.27277e-05 6.04755e-05 4.02357e-05 3.71041e-05 0.000111812 0.000364559 0.00021134 0.000228538 0.000800323 0.000267895 0.000147854 0.000149 0.000133072 0.000121332 0.000103613 9.37341e-05 0.00445514 0.0104613 0.00111802 0.00233597 0.0021108 0.00746907 0.00671585 0.00194756 0.00143619 0.000565993 0.000185486
threshold=61.901748453550006 61.93400995115001 40.583589072600013 61.87486387225001 0.093325000000000033 0.10249000000000003 -0.06483499999999999 63.705703859100005 -0.053159999999999992 -0.037054999999999998 41.872294782850005 -0.0034049999999999996 62.014663695050011 93.399723909900004 0.10608500000000003 62.272755675600003 87.818484831100008 70.389210771400016 39.896141435400004 87.009258933850006 0.086955000000000018 89.953120586650016 -0.101395 96.163458868000006 -0.10051499999999999 -0.12546499999999997 69.999384342500022 36.893814626400008 -0.11303999999999999 85.683849075550015
decision_type=2 2 2 2 2 2 2 2 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 18 8 -8 -10 11 -11 -13 -9 17 16 -12 -15 19 20 28 22 -21 24 25 -23 -27 -26 -3 -20
right_child=1 6 -4 -5 5 -7 7 13 9 10 15 12 -14 14 -16 -17 -18 -19 29 21 -22 23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=-0.00086541901323581639 0.00048762391875080223 0.099661631720824539 -0.0030129370315435861 0.001497647250300942 0.0011125504304564926 0.0001164024774148248 0.0029418790627560587 -0.0016719200993771334 -0.0017094451631911277 0.0045314383188491915 -0.0022140344599974136 -0.00098225352868312635 0.0013149163997176856 0.0014680851882647654 -0.0016350123852704062 0.00033519604342809582 -3.4191397076649276e-05 1.845212570861201e-05 0.0018301247695585805 -0.010459845983947644 -0.098784174845270412 -0.078594171051547881 0.045709280873369333 0.00014017608979461309 -0.027267383353479731 0.089660247298395376 0.017240407020361882 -0.10011727797820885 0.036093086810511987 -8.8276672544498574e-05
leaf_weight=0.51523439883922595 0.51722232977641691 0.0024667608985165955 0.52109344603785779 0.51043831437792153 0.51440998877814115 1.9147262187187051 0.53813501255353902 0.54988647114681377 0.51692856101499263 0.53188372232860137 0.51953200126513366 1.0086703767883887 1.0220863272515996 0.51838578367778509 0.52599404980007669 1.5094482834940663 0.50213709147647023 10.092107887863449 0.51824591450420854 0.01412171311605448 0.01302944847074583 0.0058024623348646989 0.01556478880229395 1.0234423065821021 0.0036560880917199121 0.0064314747869502762 0.0087867412350988161 0.010415480685024736 0.0032407652417798631 18.338841987806695
leaf_count=435 19 13 41 17 40 52 35 197 22 55 55 18 34 57 73 18 4 630 211 32 18 36 24 358 21 15 31 52 35 1386
internal_value=1.72922e-07 -2.84888e-05 -0.00126918 0.000322376 0.000118631 0.000327353 5.59208e-06 0.000110415 0.000455597 0.000217131 0.000412646 0.00107834 0.000173919 -7.12041e-05 7.83448e-06 -0.000261335 -0.00114267 8.92753e-05 -8.80528e-05 -0.000982379 -0.0493299 -0.000149933 0.0189899 -0.000686708 -0.0248022 0.0129442 0.0478463 -0.0811894 0.0635671 -3.55536e-05
internal_weight=42.2924 38.8376 1.03832 3.45481 2.94437 2.42914 37.7992 17.8352 6.14882 5.61069 5.09376 2.56264 2.03076 11.6864 11.1365 2.53112 1.02167 10.6105 19.964 1.10696 0.018737 1.08822 0.0296865 1.05853 0.0350922 0.0210207 0.0152182 0.0140716 0.00570753 18.8571
internal_count=4034 3490 60 544 527 92 3430 1198 241 206 184 107 52 957 760 77 59 687 2232 635 66 569 56 513 155 82 46 73 48 1597
is_linear=0
shrinkage=0.1


Tree=971
num_leaves=31
num_cat=0
split_feature=3 1 1 3 1 3 3 3 3 1 3 4 0 0 1 1 0 1 3 4 2 1 1 2 4 4 3 0 4 2
split_gain=4.27107e-05 0.000518435 0.00209996 0.00126646 0.000967162 0.000404151 0.000331691 0.000259324 0.000402107 0.000249267 0.000126381 0.000120653 0.00023014 0.00105967 0.00774612 0.00815108 0.00137677 0.000191057 0.00015631 0.000148667 0.00012526 0.000111424 0.000231747 0.000144981 0.000101557 0.000173486 0.000293793 0.000279087 0.000114751 0.000138786
threshold=0.09180000000000002 61.622148808000013 61.778079379550007 0.078105000000000022 61.87486387225001 -1.0000000180025095e-35 -0.15572 -0.25095999999999996 -0.55648999999999993 58.167480110400007 0.092260000000000023 39.685256516350002 97.225399829550014 85.861287312150012 70.171445662850019 63.705703859100005 90.767723400200012 65.611820673600008 0.093160000000000034 40.00488309970001 -0.60918499999999998 61.987779113750001 62.00390986255001 -0.078504999999999991 38.748048509250005 40.003678352300007 0.089415000000000022 96.851704149400021 41.872294782850005 -0.085584999999999994
decision_type=2 2 2 2 2 2 2 2 2 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 -4 6 7 8 -1 -5 -2 12 13 -12 15 -15 17 -17 20 -20 -13 23 -23 -6 -24 27 28 -26 29 -27
right_child=10 2 4 9 21 -7 -8 -9 -10 -11 11 18 -14 14 -16 16 -18 -19 19 -21 -22 22 24 -25 25 26 -28 -29 -30 -31
leaf_value=0.016533050392351419 0.00098345036925259603 0.10003495100453122 -0.04848525994194585 -0.042197227018154614 -0.00029753242115930631 0.056922850071358846 -0.053858210726566748 0.032769808119716214 -0.06462118066065585 -0.10006999082305663 -0.00019520861387162074 -0.00017525829286911483 -0.00023625528102304288 0.10009594572454786 0.00077434730586605643 0.013308242819937314 0.03905556392271145 -0.0024580267573824947 -0.0016824955617830606 5.823799975302809e-05 -0.0024005848649623386 0.0020643349936048435 -0.0007338020944747559 -0.0022427423504449949 0.0028056789901088233 9.2360891512516049e-05 -0.0023886870686669359 0.00023384836287635848 0.00023949917985624562 -0.00076465243968892849
leaf_weight=0.001480022354746327 1.5238564339894072 0.0020948398198495912 0.0041290096295075731 0.0012642553566308834 1.5074612046219948 0.0010916082217095231 0.0012999442943854023 0.0017980800172985312 0.0010392743836966332 0.0018094172530429553 1.4254680552220842 0.49941397458314896 2.02636670084767 0.015709677335507877 0.51816839086602784 0.013896954178562737 0.018474436335964128 0.017197756991663482 0.51103814049854612 12.283638934169776 0.51253053394821957 0.52289510723321342 2.0579246330120453 0.51373566897892553 0.53381922757489331 4.0258669489051284 0.54929099804047155 2.0133414748664324 7.620470589592256 3.5610310410903061
leaf_count=51 45 5 15 42 121 12 126 37 105 34 61 2 210 16 64 28 38 18 28 528 57 40 455 37 90 134 121 92 1193 229
internal_value=-1.01284e-08 -9.23851e-05 -8.25581e-05 -0.0231082 -9.17127e-05 0.00124575 -0.00957392 0.0037599 -0.0169451 -0.0762659 0.000109327 3.46695e-05 0.00051568 0.00127415 0.00486405 0.0373272 0.0174343 0.00458829 -0.000105916 -1.12894e-05 -0.00130234 -8.29893e-05 -1.43763e-05 -0.000791954 -6.77581e-05 7.12615e-06 -0.000116656 0.000772838 -3.45899e-05 -0.000309892
internal_weight=42.2876 22.9218 22.9121 0.0097826 22.91 0.00670893 0.00561732 0.00431738 0.0025193 0.00307367 19.3658 17.8419 4.03528 2.00892 0.583447 0.0652788 0.0495691 0.0310947 13.8066 12.7947 1.01194 22.9058 20.8846 2.0212 20.3617 18.3038 15.7567 2.54716 15.2074 7.5869
internal_count=4034 2939 2532 407 2527 331 319 193 156 76 1095 1050 435 225 164 100 84 46 615 556 59 2512 2354 158 2314 1859 1677 182 1556 363
is_linear=0
shrinkage=0.1


Tree=972
num_leaves=31
num_cat=0
split_feature=4 2 1 0 0 1 0 2 4 4 1 3 2 3 3 0 4 0 4 4 3 0 4 1 2 4 1 3 4 4
split_gain=4.33292e-05 0.000147207 0.000139683 0.000349224 0.000251899 9.11105e-05 0.000142114 0.000963469 0.00934921 0.000136059 0.00315016 0.0123384 0.0053675 0.00130494 0.00134923 0.000808341 0.000116553 8.62412e-05 6.62689e-05 8.63869e-05 6.40653e-05 5.48183e-05 0.000198074 0.0007004 0.000250575 0.000216593 0.000234388 0.000677727 0.000259727 0.000316941
threshold=38.478081868400004 0.22598000000000004 67.300172379550006 85.425757095000009 94.773526014550015 76.830756451950009 97.878695155250014 -0.66901999999999995 38.748048509250005 42.536568606950006 81.011308844800013 0.10608500000000003 -0.031449999999999999 0.09117500000000002 0.087475000000000011 100.52682641375002 39.110279783550006 99.744485097750015 37.311503175250003 38.400997490450003 -0.55648999999999993 86.692020874450009 40.206947806850003 62.00390986255001 -0.091919999999999988 40.563919884450009 62.068432857650002 0.082935000000000023 41.243661560350013 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=2 5 3 -1 -4 6 7 -2 -9 10 11 12 13 14 -7 -15 -10 18 -6 -20 -18 22 23 24 -22 -24 28 -28 29 -27
right_child=1 -3 4 -5 17 9 -8 8 16 -11 -12 -13 -14 15 -16 -17 20 -19 19 -21 21 -23 25 -25 -26 26 27 -29 -30 -31
leaf_value=0.00010490483107560487 0.083610026085177938 -0.0017174768175023617 -0.0021346673855364893 0.0030699968080269997 5.6157442277432666e-05 -0.0022743997554457544 -0.001690310390931183 -0.081848578824530449 0.0014769215047467669 -5.1319615563026591e-05 0.00030127837719418998 -0.090098202512021663 0.090737027270447967 0.012137439417066413 0.064848423562263183 -0.061327829498884372 0.019402687117835823 -0.00094652137438994187 0.002002163863352272 0.00016151353481807878 -0.00083135742593684343 8.4297153456559427e-05 0.00080066851104668092 -0.0029301468125887825 0.0022978282782215487 -0.00063443380070205783 -0.00041700043485042661 0.0036382532970322123 -0.00019997608448966476 -0.0036588450103987938
leaf_weight=1.4141771465321098 0.0013770800724292034 0.51524371850989226 0.52505745466022702 0.5523663284454442 1.5120127992199988 0.0057871755914646883 0.52566181274700952 0.013962329843024146 0.52438852394658297 1.5038914070479268 1.0137917174823723 0.0073604863216019103 0.017932085754509886 0.0029875555692342451 0.0062060120835667476 0.0030033634434403211 0.0016971466757372813 0.51209566188332134 0.519726289183015 0.50055257462533476 0.50140970016164133 18.791147556951177 2.5255826526901108 1.0270367079770606 0.52264310351526011 1.0170784100346901 1.5073957791634556 0.56717910377133396 5.6221367253155536 0.52553200460668836
leaf_count=219 3 128 93 103 75 31 129 27 49 510 298 23 25 13 10 32 41 363 48 7 19 821 37 27 21 80 116 169 479 38
internal_value=1.94956e-07 -3.90927e-05 0.000261005 0.000937745 -0.000111838 -1.52271e-05 -5.89563e-05 -3.30866e-05 -3.65615e-05 0.000559771 0.00142917 0.027851 0.0520229 0.0134207 0.0324591 -0.0246921 -2.08599e-06 0.000237034 0.00047638 0.00109913 -2.58702e-05 -2.68814e-05 -0.000178095 -0.00108492 0.000765677 -1.99994e-05 -0.00024433 0.000691687 -0.000515357 -0.00166478
internal_weight=42.2864 36.7504 5.53599 1.96654 3.56944 36.2352 33.6742 33.1486 33.1472 2.56096 1.05707 0.0432767 0.0359162 0.0179841 0.0119932 0.00599092 33.1332 3.04439 2.53229 1.02028 32.6088 32.6071 13.816 2.05109 1.02405 11.7649 9.23932 2.07457 7.16475 1.54261
internal_count=4034 3126 908 322 586 2998 2056 1927 1924 942 432 134 111 86 41 45 1897 493 130 55 1848 1807 986 67 40 919 882 285 597 118
is_linear=0
shrinkage=0.1


Tree=973
num_leaves=31
num_cat=0
split_feature=2 2 3 3 3 3 2 3 2 2 1 3 4 0 4 2 3 2 2 0 0 2 4 4 3 2 3 4 1 2
split_gain=3.86981e-05 0.00016043 0.000148223 0.000248775 0.000109452 9.09516e-05 0.000282868 8.58247e-05 0.00035462 0.000462999 0.000301871 0.000284214 0.000272189 0.000198461 0.000464663 9.0523e-05 0.000351463 0.00104792 0.000295477 0.000205894 0.000229267 0.00031509 7.99845e-05 0.000168734 0.000316938 0.000617081 0.000325203 0.000167831 0.000118778 9.35131e-05
threshold=-0.046635000000000003 -0.053159999999999992 0.049900000000000007 0.078905000000000017 -0.11223 -0.50325999999999993 -0.23349 0.10546000000000001 -0.086139999999999994 -0.08854999999999999 62.025417527550012 0.10184000000000003 39.051326806600009 86.054856297550018 36.728658719300007 -0.075639999999999999 -0.14860999999999999 -0.061874999999999999 -0.078649999999999984 85.705356740550016 86.103248543850015 -0.14910499999999999 42.094663496250007 41.827117825850003 0.10661000000000002 0.035605000000000005 0.10335500000000002 42.388109226950007 62.009286778800011 0.20167500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -2 6 -1 11 9 13 -10 15 -13 -9 -15 18 -17 -18 19 -7 21 -21 23 24 26 -26 28 -24 -5 -27
right_child=2 -3 3 22 -6 7 -8 8 10 -11 -12 12 -14 14 -16 16 17 -19 -20 20 -22 -23 27 -25 25 29 -28 -29 -30 -31
leaf_value=-0.014454386508763961 1.1578452246411327e-06 -0.0018243597577007463 0.0023537121626698628 0.0014897332293364852 -0.0020555857107942498 -0.0020080681849093869 0.056790461499060252 0.0002578844742847631 -0.0003318614085031815 0.0027975722052219253 -0.0037342190374440275 0.0003249255716050215 0.0031986207792621098 0.00063397875237149919 -0.0035935526104508135 0.00096945957182276036 -0.0049983575861879074 6.2434251266030652e-05 0.0023529530043977791 -0.00034722659995069347 -8.2259554618054783e-05 0.0031414897213612059 -0.0019542233828797862 0.0020220688854656363 0.0042309023897840036 -0.00091213062148068748 -0.0024788173936518632 -1.6533331832909464e-05 -5.9079447346629664e-06 0.0010049818592838913
leaf_weight=0.0011474051665813223 0.51042230825632851 0.51515019424223041 0.51582679266730913 0.57099839851367118 0.52473522540094863 0.51632546145119285 0.0010835619624904582 1.5102277302397191 0.51533520300472402 0.52079142241933585 0.52790380143092119 0.8685923110781093 0.53115769900859178 0.50632361578975893 0.53441425304501877 1.0149768093496372 0.55998033358473698 1.5191566288057265 0.53156757361008899 0.50030735931068193 14.231562532426988 0.53648706236162869 0.50261673156641862 0.52267567239781776 0.53865399226509625 0.50946627973026115 0.52069672840631476 4.0393663866133807 7.5768118561773505 0.50827578905367332
leaf_count=54 244 27 73 59 79 494 26 44 16 13 63 33 45 29 79 19 98 66 118 8 1470 64 40 37 29 32 26 285 338 26
internal_value=2.34545e-07 -7.75978e-05 0.000117823 0.000193747 -0.00104143 -4.14991e-05 0.0201486 -4.33062e-05 -0.000460598 8.03998e-05 -0.00205354 3.92092e-05 0.0014154 -0.000474324 -0.00153684 -6.00325e-05 -0.000555945 -0.0013006 3.40092e-05 -4.40839e-05 2.23316e-05 0.001458 0.000120876 0.000269563 0.000179978 0.0014939 -5.59312e-05 -0.000230958 9.89066e-05 4.53044e-05
internal_weight=42.283 25.4425 16.8405 15.8054 1.03516 24.9273 0.00223097 24.9251 4.115 3.07176 1.04324 20.8101 1.39975 2.55097 1.04074 19.4104 3.09411 2.07914 16.3162 15.7847 15.2684 1.03679 15.2896 10.7476 10.2249 1.5564 8.66851 4.54198 8.14781 1.01774
internal_count=4034 2766 1268 945 323 2739 80 2659 244 165 79 2415 78 152 108 2337 183 164 2154 2036 1542 72 872 547 510 87 423 325 397 58
is_linear=0
shrinkage=0.1


Tree=974
num_leaves=31
num_cat=0
split_feature=4 2 2 3 3 2 2 3 0 3 2 2 2 3 2 2 1 4 4 0 4 1 3 1 0 1 3 2 4 4
split_gain=3.84611e-05 0.000441154 0.00244141 0.0012882 0.00204407 0.00134293 0.00119526 0.000551448 0.000217968 0.000243166 0.00033391 5.13711e-05 0.000272697 0.00169741 0.00126608 0.000425731 0.000133376 0.000117902 0.000254914 0.000386682 0.000159307 0.000932596 0.000117275 0.00011008 9.92019e-05 0.000182293 9.92463e-05 0.000253671 0.00037133 0.000250184
threshold=43.832725745850006 0.04932000000000001 -0.084794999999999995 0.096885000000000013 0.089505000000000015 -0.10290999999999999 -0.10423499999999999 0.087125000000000022 85.812895065800021 -0.25095999999999996 -0.23349 -0.071864999999999998 -0.058374999999999996 -0.24800999999999998 -0.033799999999999997 0.033995000000000011 75.408562100950022 42.622319549950006 43.077238082650005 86.20003303655001 41.975471476700008 62.391047833300007 0.089505000000000015 62.009286778800011 85.877418060900013 61.93938686740001 0.078905000000000017 -0.046635000000000003 40.098777110850008 38.903925214650009
decision_type=2 2 2 2 2 2 2 2 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 6 7 8 9 -2 -11 16 -13 14 -14 -16 17 20 19 -19 -1 -22 -18 -20 -15 -26 29 28 -28 -27
right_child=1 -3 -4 -5 -6 -7 -8 -9 -10 10 -12 12 13 24 15 -17 22 18 23 -21 21 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.00014191806110528524 -0.018794338745757002 -0.00031137518736322879 -0.10006464841686734 -0.1000345930919407 0.063505173204055299 -0.085618761554150546 0.099286909993636124 -0.080843676180043872 -0.031045271658096691 0.06003601402568598 -0.0050130511908984795 0.0022673649267864241 -0.10014852615598042 -0.0012025836004891223 0.045430903068691388 -0.040426508615593083 0.0020332769931658621 -0.00030038001684951586 0.0001962895569847776 0.0035356427752596836 -0.0047046302777467687 0.00017950136325583043 0.00019215279870919168 -0.0014987542386673564 0.0019723041578926718 -0.00038530098123082748 0.00038120771515584014 9.5488904010659033e-05 -0.0034186527131689682 0.0018238099631915153
leaf_weight=16.133582082565187 0.0020199856211915671 1.0044282136131828 0.0029050121063695636 0.0012191434071837639 0.0045259166995634805 0.0022245194428567342 0.0010897966058109878 0.0010239917719445657 0.0019302675440044234 0.0014909744639286515 0.0016763918461142257 0.58314552234829165 0.0029494917835108936 0.57755019799367602 0.0010557781583047645 0.0012749842850974802 0.52066436121664694 0.50786780621732786 1.5055425147912607 0.5445277693646382 0.52665596029738582 1.5171883468616441 1.0311525292274211 0.51391257131264456 0.52074923554482921 1.0206923799818572 0.51058007532515925 13.690437533018496 0.5181672896942473 1.0299701144780984
leaf_count=835 39 116 149 13 23 49 2 9 418 103 13 129 4 194 14 90 374 46 39 113 66 52 234 99 23 72 31 562 21 102
internal_value=2.69641e-07 -0.000604961 -0.0152715 -0.000951129 0.00660726 -0.0158715 0.000935678 -0.0122291 -0.00235776 0.00831716 0.0256075 1.52991e-05 0.000139324 6.98938e-05 -0.0566195 -0.00153521 -8.50942e-05 -0.000150454 0.000422545 0.00168444 -0.000247286 -0.00107904 0.000809885 -0.000235067 8.66462e-05 0.00012971 7.24922e-05 -1.83103e-05 -0.00153273 0.000724252
internal_weight=42.2822 1.02453 0.020106 0.017201 0.0159818 0.0114559 0.00923141 0.00814161 0.00711762 0.00518735 0.00316737 41.2577 18.4566 17.8734 0.00528025 0.00233076 22.8011 21.2493 3.07185 1.0524 18.1774 2.04384 1.55182 2.01946 17.8681 17.2906 16.7698 14.7192 1.02875 2.05066
internal_count=4034 934 818 669 656 633 584 582 573 155 116 3100 1242 1113 108 104 1858 1250 297 159 953 118 608 138 1005 811 788 614 52 174
is_linear=0
shrinkage=0.1


Tree=975
num_leaves=31
num_cat=0
split_feature=1 1 0 3 2 4 0 0 0 1 4 3 1 4 2 0 4 2 2 2 4 4 1 1 3 3 0 0 1 3
split_gain=4.46095e-05 0.000160313 0.000317097 9.11359e-05 6.85799e-05 4.53962e-05 0.000113305 4.25246e-05 0.000122484 8.57578e-05 0.000169208 0.000147338 0.000144397 0.000409927 0.000492833 0.000168699 7.79266e-05 0.000796531 0.00319243 0.00258477 0.00209349 0.00191611 0.00191361 0.000883573 0.000236023 0.00048397 0.00531065 0.0067416 0.00293929 0.00147827
threshold=61.901748453550006 61.93400995115001 86.565663342300013 0.11082500000000002 -0.10946499999999999 38.400997490450003 86.479632682150012 85.667718326750006 85.764502819450016 61.987779113750001 40.720231579350006 -0.27628999999999998 62.009286778800011 32.724174661450007 -0.63113999999999992 85.861287312150012 42.779078631750004 -0.167075 -0.50001499999999999 -0.58287999999999995 39.110279783550006 35.419594101850009 78.285212300550015 75.408562100950022 0.08376500000000002 0.12535000000000004 86.382848189450016 89.705782438650019 64.94239459915002 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=3 2 -2 4 -1 -6 -7 -3 -9 10 -10 -11 -13 -14 -15 -16 17 18 19 22 21 -20 23 -17 -18 26 -26 -28 -29 -30
right_child=1 7 -4 -5 5 6 -8 8 9 11 -12 12 13 14 15 16 24 -19 20 -21 -22 -23 -24 -25 25 -27 27 28 29 -31
leaf_value=0.001178423496173697 -0.0029898749901547065 -0.00090372414624213652 0.00050573709237098177 0.0015771626060177924 0.00027513802127166446 -0.0016440352347568484 0.00046759031443450148 0.0015137717088405237 0.00011144473254413584 -0.037474372667615587 -0.0015470837126994996 0.00076138600416728866 -0.059283556083677372 -0.029956357814603519 -0.0018012269604237849 0.016161997413437445 0.0002878869244463495 5.5661870068508758e-05 0.076062954186302101 -0.082134754573376129 0.095885417605010265 -0.071543329976235248 0.082926598178738306 -0.043575243381819888 -0.00084850921815892268 -4.9891073922775365e-05 -0.073407106878554826 0.10003384183630526 -0.051754958671157925 0.010835545780656331
leaf_weight=0.51520407424457637 0.52330569666214788 0.50998952348272908 0.5147842570731882 0.51110260178362121 1.4113438123193127 0.51460552598534992 0.50197768491489114 0.53786366019681864 1.5054723195644322 0.0010471598627138637 1.040148419354409 2.5439077577302589 0.0011671874047242117 0.0054981029725088551 0.51966170487512542 0.0059416791167734573 2.0205558044912149 27.526674471126096 0.0017078718025818826 0.0037751246203752689 0.0064659989170368082 0.0018130652134628403 0.0029337772748240796 0.0042449663633038481 0.50197512060731198 1.0037845325889363 0.023603224080403593 0.0028312775248195967 0.0056593008376687589 0.011323759431400182
leaf_count=286 42 316 18 34 36 181 7 61 14 53 36 46 115 36 28 25 550 1558 11 56 38 40 68 30 17 10 55 4 78 185
internal_value=1.95896e-07 -3.04419e-05 -0.00125642 0.00034457 0.000130519 -9.1846e-05 -0.000601338 3.23728e-06 1.56451e-05 -6.28691e-06 -0.000566235 3.53985e-05 3.65472e-05 -2.17133e-05 -1.95277e-05 -1.43261e-05 1.55096e-05 7.24642e-05 0.0172775 -0.00921703 0.0620999 5.48297e-05 0.0117635 -0.00873163 -0.000424104 -0.00135274 -0.0037506 -0.0373033 0.00570424 -0.0100216
internal_weight=42.2804 38.8261 1.03809 3.45423 2.94313 2.42793 1.01658 37.788 37.2781 36.7402 2.54562 34.1946 34.1935 31.6496 31.6484 31.643 31.1233 27.5536 0.0268825 0.0168955 0.00998694 0.00352094 0.0131204 0.0101866 3.56973 1.54918 0.545393 0.0434176 0.0198143 0.0169831
internal_count=4034 3490 60 544 510 224 188 3430 3114 3053 50 3003 2950 2904 2789 2753 2725 1826 268 179 89 51 123 55 899 349 339 322 267 263
is_linear=0
shrinkage=0.1


Tree=976
num_leaves=31
num_cat=0
split_feature=3 3 1 1 4 3 2 4 0 1 4 4 0 1 1 2 1 0 4 2 0 1 0 0 0 3 0 4 3 0
split_gain=4.71827e-05 0.000210164 3.56877e-05 0.000129929 0.000287229 7.40912e-05 5.68781e-05 3.75414e-05 8.75152e-05 3.73337e-05 0.000261417 0.000604896 0.000261584 0.000205529 8.15603e-05 0.000224495 9.01061e-05 0.000174365 0.000345066 0.000403601 6.5489e-05 0.000247718 0.000142434 0.000474465 0.000272957 0.000211059 0.000150223 0.000226042 5.35367e-05 0.000108346
threshold=-0.55648999999999993 -0.27628999999999998 61.901748453550006 61.93400995115001 40.583589072600013 0.11082500000000002 -0.10946499999999999 38.400997490450003 86.479632682150012 61.987779113750001 42.824128352900011 41.646178195200001 86.135510041400025 61.966271448700006 62.00390986255001 -0.077085000000000001 62.020040611300011 85.812895065800021 32.724174661450007 -0.63113999999999992 85.963448721100022 62.025417527550012 86.382848189450016 86.420486603250012 86.103248543850015 0.092260000000000023 86.643628628100018 33.151194885250007 0.08729000000000002 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 -2 5 4 -4 6 -3 -8 -9 10 11 12 13 -5 15 -11 -16 -18 -19 -20 -21 -22 24 -24 -23 -26 -25 -28 -29 -30
right_child=1 2 3 9 -6 -7 7 8 -10 14 -12 -13 -14 -15 16 -17 17 18 19 20 21 22 23 26 25 -27 27 28 29 -31
leaf_value=0.016698682744363483 -0.035536910168987627 0.00107303923356819 0.00054004623213849774 0.002558123366333852 -0.002785524253182522 0.001421022683867904 0.00024766668303223945 -0.0014649788379415892 0.00039070397080126734 -0.00041786615886760866 0.0017305179863836156 -0.0037842424656631471 -0.0011095115860754235 -0.00028016979653190395 -0.00075455324666962606 0.0016790834995050593 0.0018250346350280645 -0.0553020187372592 -0.027204355343960498 -0.00078193734367954307 0.0021851909320064681 0.00035613740777990519 0.0030485976383887014 -0.0011840915420783659 -0.00052422145452886892 -0.003384411364841744 0.046332159541246642 -9.6541716367452293e-05 0.00057628122224119734 -3.5994669765194573e-05
leaf_weight=0.0016920357710422653 0.0016641539740110947 0.51270368444754932 0.51724039880990236 0.51921132166057926 0.52163627218092756 0.5105669194215422 1.4111183516455814 0.51507581715226247 0.50166806137713138 1.0059675695478918 0.51208189186530706 0.52109050863893802 1.0045994231295479 0.50160532311971406 1.5287063906096658 1.036655578979661 0.53295439779127818 0.0011282229720802608 0.0054514760683578292 1.0160324952985522 0.52606768666009784 1.0144366708727894 0.51979951563226023 1.0333544609911793 0.51618992749717996 0.5157970813816064 0.0010550303514545991 13.138481308673077 4.6236449487238911 7.7086038711341978
leaf_count=66 132 197 19 34 41 34 36 138 6 31 16 28 17 60 49 36 225 115 36 38 18 36 20 29 15 26 11 1395 177 953
internal_value=1.59418e-07 -5.08939e-07 8.90019e-07 -2.6505e-05 -0.00112977 0.000309056 0.000115987 -8.61188e-05 -0.000549373 3.83048e-06 -0.000331103 -0.000745679 3.60702e-05 0.00116345 3.33321e-05 0.000646361 -4.98249e-06 3.17996e-05 5.87651e-07 2.6254e-06 7.47027e-06 3.45694e-05 -4.34771e-06 5.65624e-05 -0.000808722 -0.00195377 -2.11525e-06 4.58359e-05 4.39186e-05 0.000193562
internal_weight=42.2763 42.2746 42.2729 38.8218 1.03888 3.45113 2.94057 2.42786 1.01674 37.7829 3.05859 2.54651 2.02542 1.02082 34.7243 2.04262 32.6817 31.153 30.62 30.6189 30.6135 29.5974 29.0714 27.0249 2.04642 1.03199 26.5051 25.4718 25.4707 12.3322
internal_count=4034 3968 3836 3425 60 411 377 180 144 3365 155 139 111 94 3210 67 3143 3094 2869 2754 2718 2680 2662 2585 77 41 2565 2536 2525 1130
is_linear=0
shrinkage=0.1


Tree=977
num_leaves=31
num_cat=0
split_feature=3 3 3 2 0 3 1 2 3 2 4 4 4 4 1 4 1 3 4 2 2 1 4 3 0 0 4 1 4 2
split_gain=3.92166e-05 0.000499906 0.000166055 0.000207341 0.000301675 0.00010042 0.000643144 0.000274441 0.00010338 0.000511422 0.000158444 0.00315537 0.00390203 0.000418651 0.000107091 0.000157184 0.00013962 0.000429492 0.00019836 0.000522132 0.000394009 0.000151221 9.847e-05 9.71126e-05 0.000264705 0.000205376 0.000115864 0.000428112 0.000180241 0.00022404
threshold=0.11531000000000002 0.11148000000000002 0.12535000000000004 -0.028049999999999999 92.501778894350011 0.10433500000000002 61.998532946250002 -0.079634999999999997 0.09180000000000002 -0.59681499999999998 41.535369675400013 42.198888176300009 41.872294782850005 41.243661560350013 61.977025281250008 41.32819714970001 62.014663695050011 0.086030000000000009 35.050303764500008 -0.58559499999999998 0.04932000000000001 62.025417527550012 41.436838994450007 0.089415000000000022 88.872360418250011 86.329079026800017 42.066503896600004 62.213609596700003 42.488347682450005 -0.08786999999999999
decision_type=2 2 2 2 2 2 2 2 2 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 22 -5 8 -7 -8 9 -1 13 12 -12 -10 15 -11 17 -16 20 -20 -18 -21 -4 25 -25 -23 -27 -28 29 -29
right_child=2 -3 3 4 -6 6 7 -9 10 14 11 -13 -14 -15 16 -17 18 -19 19 21 -22 23 -24 24 -26 26 27 28 -30 -31
leaf_value=-0.0600126482692111 -0.0019020491617728825 0.0030882189208861293 5.5256269222055179e-05 0.0029032993378006709 -0.00053185956994092972 -0.0037537643315968209 -0.00051282732478899202 0.0020891030257701375 0.00036893650516057162 -0.0022972328427767006 0.051609546036791701 -0.00024200284674553938 -0.0077092805063345444 -0.0025398616304664191 0.0032363809744288836 -0.00015657568520231028 -0.006673200297369882 -0.00029668876929703463 0.052312687364773847 -0.0012782810031019519 0.068709865033121501 0.0019767057300719777 -0.00088260706604108416 -0.0025635083954982456 0.00058385492956107457 -0.0001898808002077244 0.0030590220502198342 3.029313164341586e-05 -0.00047243536166584967 0.0025825724935202828
leaf_weight=0.0014235461966610732 0.5438365602986267 0.53003925397211915 2.5208568417490977 0.52013623972334222 0.5027571476400432 0.51877718095056735 1.5126563758306846 0.55378336979015297 9.0360888035763427 0.51806200952010506 0.026859391720385317 0.53604295848232786 0.018887217072219187 0.5234577645323818 0.52136472183393578 1.0151812911192992 0.0015775224981547922 1.0118219321825561 0.0019012561810950448 1.0234496792665364 0.0012370935626224711 0.52359966219227772 2.0138388956421962 0.52306517262584062 0.5463205074098274 12.641518150907496 0.53377130877742907 1.0052322914800536 2.525385347257521 0.52280022384143032
leaf_count=70 79 63 70 25 22 24 57 81 380 223 37 138 33 56 97 300 81 27 58 27 66 191 30 25 158 686 86 27 767 50
internal_value=1.74087e-07 3.97294e-05 -0.000234343 -7.11496e-05 0.0012149 -5.6024e-06 -0.000605825 0.000184462 4.1335e-05 -7.62994e-05 0.000307169 0.0019094 0.0271188 0.000209658 -7.25762e-05 -0.000879875 -1.46899e-05 0.000904742 -8.57061e-05 -8.94706e-05 0.0264595 -9.4491e-05 -0.000361245 -3.01212e-05 -0.000955605 2.56293e-05 -3.36661e-05 0.000396835 4.62671e-05 0.000903529
internal_weight=42.2757 36.1743 6.10143 5.55759 1.02289 35.6443 2.58522 2.06644 33.059 22.9177 10.1413 0.58179 0.0457466 9.55955 22.9163 1.53324 21.383 1.53319 19.8499 19.847 0.00281462 19.8451 4.5347 18.8217 1.06939 17.7523 17.2287 4.58719 4.05342 1.52803
internal_count=4034 3808 226 147 47 3745 162 138 3583 2939 644 208 70 436 2869 523 2346 124 2222 2075 147 2017 100 1990 183 1807 1616 930 844 77
is_linear=0
shrinkage=0.1


Tree=978
num_leaves=31
num_cat=0
split_feature=2 4 1 2 0 0 2 2 2 1 4 0 4 4 2 2 3 3 3 4 0 1 2 2 3 2 3 4 4 1
split_gain=4.53119e-05 0.000114567 0.000151589 0.000464579 0.00032852 0.000274623 0.000217065 0.000222645 0.000198623 0.000339506 0.000176947 0.000126649 0.000107906 0.000147094 0.000101231 0.000435174 0.000241169 0.000231581 0.000893877 0.0210781 0.0114066 0.000358331 0.000723953 0.00140257 0.000233861 0.000370992 0.000191103 0.00016631 0.000149814 0.000136711
threshold=-0.06483499999999999 42.141702038450013 63.705703859100005 -0.053159999999999992 93.399723909900004 87.278104746850019 -0.037054999999999998 -0.0068649999999999996 0.010890000000000002 61.982402197500001 41.147265497500008 94.114853772600014 42.388109226950007 42.536568606950006 -0.086139999999999994 -0.08786999999999999 0.10546000000000001 0.089305000000000023 -0.14860999999999999 42.047301293400004 86.256490657300006 70.332753150650021 -0.073609999999999995 -0.078649999999999984 0.097970000000000015 -0.079634999999999997 0.091935000000000031 38.244973486750006 40.316494640950005 75.271450736300025
decision_type=2 2 2 2 2 2 2 2 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 -4 6 -5 -8 -9 -10 11 -6 -3 -14 15 29 17 18 -16 20 -20 -22 23 -23 25 26 -19 -26 -18 -1
right_child=1 12 4 5 10 -7 7 8 9 -11 -12 -13 13 -15 16 -17 28 24 19 -21 21 22 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.00012812217005565268 0.0034608844220761145 -0.0016859239108798251 -0.0023751244864340815 -0.0018200379142250791 0.0015563716275350404 0.0025374756833868401 0.0022330848159689441 -0.00078100215382175681 -0.00020316087913048445 0.0029238286196295962 0.0019602571151279419 -6.4833930427871393e-05 0.0014563278892502007 -0.0003418839315899538 9.559265061472662e-05 0.0028515582437132168 -0.00060382468267833507 -0.00132495885271248 0.02117411726270637 0.0013150204056991243 -0.10036265766327744 -0.10007945592788084 -0.10017517562774048 0.030916068113597622 0.00052877904292530421 0.0033187373427992287 0.0010442683582165583 -0.0013572545361337091 -0.0030223315964387661 0.0010603974858347969
leaf_weight=14.214042292937876 0.54223761059074593 0.50068645672531165 0.54240194096402383 0.51719137669327597 0.51699206863668123 0.5185898130030181 0.54493100073887202 1.5051932965361752 1.0548774455726659 0.51757018661010068 0.51521124361435955 7.0922755920100551 0.51268929367213889 4.0355435286071257 2.0114684454909826 0.53609543606164933 0.50925122843833193 0.51004816357480987 0.01100452894752324 0.53604183580683007 0.028133558643958171 0.00178953437734896 0.0051952554078149617 0.0015045432356828314 0.86203213323543693 0.53311859984430077 1.0238721655405241 1.0216527981228436 0.51529522340206313 1.0385200184895147
leaf_count=1261 40 47 125 22 53 55 46 21 84 22 65 399 31 411 33 56 41 26 24 170 33 40 18 8 21 33 38 32 13 766
internal_value=2.4261e-07 0.000115288 0.000263783 0.000690598 7.67128e-06 0.000368133 9.63791e-05 0.000369984 4.01013e-05 0.000826086 0.00016675 4.53147e-05 -0.00029257 -0.000139185 -9.29226e-05 5.12278e-05 -0.000393559 -0.000170262 -0.000904143 -0.00434948 -0.0681029 -0.094929 -0.076922 -0.0402483 0.000311808 0.00104627 0.00025647 -0.000494148 -0.00182021 -4.7198e-05
internal_weight=42.2755 18.9164 13.8675 5.20059 8.66688 4.65835 4.13976 3.62257 3.07764 1.57245 8.12448 7.60927 5.04892 4.54823 23.3591 15.7887 7.57041 6.54586 2.59514 0.583669 0.0476274 0.0366229 0.00848933 0.00329408 3.95072 2.06704 1.53392 1.88368 1.02455 15.2526
internal_count=4034 1421 932 290 642 250 195 173 127 106 517 452 489 442 2613 2083 530 476 326 293 123 99 66 48 150 97 64 53 54 2027
is_linear=0
shrinkage=0.1


Tree=979
num_leaves=31
num_cat=0
split_feature=4 4 3 4 1 4 1 0 1 0 3 0 1 4 0 1 4 3 4 3 1 0 4 1 3 4 2 1 2 0
split_gain=5.22821e-05 0.000159277 0.000322171 0.000203681 0.000473575 0.000130128 0.000182673 0.000129814 0.000201636 0.000169821 0.000396486 0.000297624 0.000167028 0.000251408 0.000130773 0.000122951 0.000341286 0.00060511 0.000203027 0.000302341 0.000260967 0.000422928 0.000160642 0.0001588 0.000295942 0.00015683 0.000451804 0.000165412 0.000141735 0.000180313
threshold=40.563919884450009 40.316494640950005 0.096665000000000015 40.003678352300007 62.084563606450011 40.80591513400001 62.041548276350007 85.812895065800021 61.853356207250009 93.953546284800012 0.093325000000000033 94.773526014550015 61.987779113750001 37.52517992975001 96.741477366050006 61.998532946250002 41.218101594450012 0.093735000000000027 42.824128352900011 0.090390000000000012 61.923256118600001 85.812895065800021 40.890797847750008 62.009286778800011 0.10040500000000002 41.32819714970001 -0.026144999999999998 62.020040611300011 -0.13953999999999997 94.300357383600002
decision_type=2 2 2 2 2 2 2 2 2 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 -2 8 -1 10 12 -11 -9 -14 -13 18 17 22 20 -20 -7 -22 -17 24 -18 26 -25 -27 29 -29
right_child=5 2 -4 4 -6 15 -8 9 -10 11 -12 14 13 -15 -16 16 23 -19 19 -21 21 -23 -24 25 -26 27 -28 28 -30 -31
leaf_value=0.00019916325770203693 -0.0024152491072614692 0.00018665567168139538 0.0021985906452797925 -4.7774267788286073e-05 -0.0034771630632745437 0.00040298951670762572 -0.00035289312888174725 -0.00061879036086608412 -0.0022315369881092655 -0.002317618509324913 0.0032938739813738816 0.0017039395775317848 -0.0003882224195888124 0.0026901237748915129 4.4543228020067261e-05 0.0010421194251381306 0.0028443125899853647 0.00422673083149559 -0.001010610201905046 0.0024318551582120365 -0.00010546001402128879 -0.0029711588021316716 -0.001121238137523821 -0.0034720284160432964 -0.0005517326447541975 -0.0017878249097052095 0.00015054185619805304 0.002476672979224776 -5.1128495165785249e-05 -0.00016712663655063322
leaf_weight=0.87576370811452131 0.51806798942328081 3.5099945842270399 1.0292943017374439 1.5222471537452191 0.54750595936701119 1.0165609194984786 2.5117400270018511 1.0025885032082449 0.55918225721052672 0.5125502805113803 0.56628298586979742 0.52408317555692185 0.52044259875176713 0.54117901254665668 5.0623872415511082 1.0098839680997802 0.51553113752015878 0.53031772982277292 0.50762582900774222 0.51291420074006044 1.0181178414546486 1.0421544783259831 0.51997648131719487 0.52407064586024721 0.51089811050553635 0.51201681919519337 1.0035730183477072 0.52167698841920651 12.21089502607067 0.51032708276878891
leaf_count=179 76 57 34 29 110 136 65 13 85 73 108 73 67 94 607 30 26 35 213 22 31 39 64 46 15 30 19 182 1098 378
internal_value=-1.42978e-07 0.000136973 0.000642867 -5.07298e-05 -0.000954941 -9.03487e-05 -0.000705536 0.000133392 -0.000748053 0.000278282 0.000949884 -1.1378e-05 0.000306848 0.00118101 0.000200216 -7.38534e-06 0.0001031 0.00131586 -0.000502711 0.000719542 -0.000908113 -0.00155503 0.000306827 -5.00977e-05 0.00115395 -0.000130966 -0.00109221 -2.42086e-05 4.3979e-05 0.00116931
internal_weight=42.2699 16.7735 4.53929 12.2342 2.06975 25.4963 3.02981 10.1645 1.43495 8.72951 2.63049 6.09902 2.06421 1.06162 5.58647 22.4665 18.3692 2.06018 4.09737 1.02054 3.07683 2.06027 1.52986 16.309 1.02643 15.2826 1.52764 13.7549 13.2429 1.032
internal_count=4034 1529 91 1438 139 2505 141 1299 264 1035 282 753 174 161 680 2364 1923 129 441 235 206 70 94 1794 41 1753 65 1688 1658 560
is_linear=0
shrinkage=0.1


Tree=980
num_leaves=31
num_cat=0
split_feature=3 3 3 2 0 4 3 2 3 4 3 2 3 4 0 0 2 3 2 4 3 2 1 3 3 3 3 2 4 1
split_gain=4.82957e-05 0.000475665 0.000171993 0.000181396 0.000249072 9.19902e-05 8.86925e-05 6.75788e-05 0.000172692 0.000854688 0.00137838 0.000597956 0.000871202 0.000297802 0.00013175 0.000166965 0.000230376 0.000120984 0.000138278 0.000223676 0.000183486 0.000104752 0.000427702 0.000603994 0.000152269 0.000357791 0.000129492 0.000134156 0.000223804 0.000540411
threshold=0.11531000000000002 0.11148000000000002 0.12535000000000004 -0.028049999999999999 92.501778894350011 41.436838994450007 0.11002000000000002 -0.079634999999999997 0.10433500000000002 35.419594101850009 0.097970000000000015 -0.10423499999999999 0.094375000000000028 35.050303764500008 85.705356740550016 86.103248543850015 -0.14910499999999999 0.10469000000000002 -0.075639999999999999 41.571132012400007 0.087715000000000029 -0.06828999999999999 62.020040611300011 -0.24663499999999999 0.09914000000000002 0.10249000000000003 0.096010000000000026 -0.018034999999999999 39.952536079750011 75.077881750900005
decision_type=2 2 2 2 2 2 2 2 2 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 5 -5 -4 7 8 9 10 11 12 -1 -10 -11 16 -16 18 19 -9 -21 22 -20 -24 26 -26 27 28 -23 -30
right_child=2 -3 3 4 -6 -7 -8 17 13 14 -12 -13 -14 -15 15 -17 -18 -19 21 20 -22 24 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.045649988488037731 -0.001958132855273497 0.0030181837008733158 3.7054072566764143e-05 0.0026455026447176158 -0.00047691333060435209 -0.0008694392557286485 -0.0013078786060137803 0.00269859625325021 0.00034843601283715222 -0.0016296441822866285 0.092610909607016484 -0.057858741677364545 0.062905174083589921 -0.0030689659743399866 -0.00032549319520636956 -9.9702512986029972e-05 0.0026592645783234102 0.0016133814419835102 0.00056221362771126382 0.0014845751794938379 -0.0012022570421966325 4.9276921083550076e-05 0.00035877765402852596 -0.0044828493421609833 0.0031453086878742648 -0.00045776509701764322 -0.0015109603918183807 -0.00017362236539430771 0.0039915985397056203 0.00010379651634715196
leaf_weight=0.0011555469858853832 0.54352370681362838 0.52979223870915504 2.5205392278817338 0.51920384135632935 0.50294274610991607 2.0139378062619229 0.51136993999602864 0.52004584032113355 0.5012765689527755 0.51816556570664829 0.0026000201345404272 0.0012446115918314082 0.0020523427788248227 0.519021298240809 0.50035484490217641 13.728298799289234 0.53519484603225354 0.54686224234036629 1.3798880754475251 0.51127258522957697 0.50543370363853057 3.5341871145559725 0.50132057021255605 0.53013069992032658 0.52412243024621818 0.58123708630444071 0.52444009270596303 7.6001825404768644 0.55507099888338385 1.0046467397149224
leaf_count=153 79 63 70 25 22 30 27 32 7 464 9 22 10 46 8 1411 66 73 20 88 11 85 3 61 55 30 49 818 107 90
internal_value=-7.3792e-08 4.38238e-05 -0.000260354 -9.42848e-05 0.00110913 -0.000365555 -3.90928e-07 1.86425e-05 -0.000130347 -4.62865e-05 0.0347579 0.000974871 0.0238014 -0.00138998 -6.23484e-05 -7.34113e-06 0.0012171 0.000147764 0.0001039 0.00101171 0.000148874 2.05374e-05 -0.000589233 -0.00212965 0.000123189 0.00125069 2.89051e-05 9.25227e-05 0.000489615 0.00148738
internal_weight=42.2695 36.1694 6.10015 5.55662 1.02215 4.53448 35.6396 35.1282 16.3094 15.2891 0.00705252 0.0044525 0.00320789 1.0203 15.282 14.7638 1.03555 18.8188 18.272 1.53675 1.01671 16.7352 2.41134 1.03145 14.3239 1.10536 13.2185 12.6941 5.0939 1.55972
internal_count=4034 3808 226 147 47 100 3745 3718 2196 2143 194 185 163 53 1949 1485 74 1522 1449 131 99 1318 84 64 1234 85 1149 1100 282 197
is_linear=0
shrinkage=0.1


Tree=981
num_leaves=31
num_cat=0
split_feature=3 3 3 2 4 4 3 3 3 2 4 2 4 4 1 4 0 3 4 4 4 3 0 4 4 0 4 0 2 2
split_gain=3.91235e-05 0.000386136 0.000139106 0.00014702 0.000267118 7.44484e-05 7.17825e-05 8.75572e-05 0.000117956 4.82809e-05 0.000150652 0.000104638 5.03453e-05 0.000159286 0.000120994 6.99615e-05 0.000126361 0.000507072 0.000192301 0.000113679 0.000109942 0.000156083 9.95169e-05 0.000257802 0.00735297 0.000104766 0.000268535 0.000178113 9.86187e-05 7.41262e-05
threshold=0.11531000000000002 0.11148000000000002 0.12535000000000004 -0.028049999999999999 42.899217095850013 41.436838994450007 0.11002000000000002 0.10932000000000001 0.10546000000000001 0.22598000000000004 38.539340721750001 0.13006000000000004 35.419594101850009 37.903039192800001 70.123053416500014 40.003678352300007 86.565663342300013 0.089920000000000014 39.861052345600008 38.804080188450008 40.241071441700008 0.09551500000000003 85.812895065800021 41.385032804600009 41.741384785950011 85.995710218650018 40.636252116050009 86.135510041400025 -0.074999999999999997 -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 6 -2 5 -5 -4 7 8 9 11 -11 12 -1 14 -14 16 19 18 -18 -15 21 -17 23 28 -25 26 -24 -27 -22 -29
right_child=2 -3 3 4 -6 -7 -8 -9 -10 10 -12 -13 13 15 -16 20 17 -19 -20 -21 22 -23 25 24 -26 27 -28 29 -30 -31
leaf_value=0.0010012029018320358 -0.0017601277512532014 0.0027220986228598627 3.3350454119044944e-05 0.0025875251233795334 -0.0006473414001238356 -0.00078201989550999115 -0.001176043392394855 0.0013203895370832632 -0.0014534523012101994 0.00056671946386340454 -0.0018616207944821507 0.0013870624892514656 -0.00014500744358876658 0.00069941452021760693 -0.0022940252364842743 -0.0022378072919862001 -0.00013507910700013987 0.0035267778669796561 0.0019941376012617175 -0.00073441616879409242 -0.0011217637144957406 -0.00011666710332733932 0.00060660659532479769 0.06805106273825455 0.00048350460322149218 0.0018237971184414698 -0.0026386921984776351 -0.00018301248068547225 0.0005907586441015948 0.00022054727765870378
leaf_weight=0.51319538165195311 0.54416373449467048 0.52873519246371969 2.5204773141980188 0.51984668582634597 0.50153767174242603 2.0150899655264216 0.51179783074247964 0.50782923498809296 0.55119924489662864 0.50749207215265135 0.51447262889546008 0.56853722403842155 0.52885178156156054 0.86950379093684604 0.51919441634063013 0.53019717736344318 2.5310915303650212 0.54785389758992842 0.50956645148385238 1.5188072429848629 0.50411664117467569 1.0035171814670318 0.50593382777879259 0.016618563170624157 0.52214332982635259 0.52718925012232176 0.51401566094227746 12.717880455915415 1.0099572462870079 7.088303896541162
leaf_count=260 79 63 70 40 7 30 27 13 83 97 117 111 131 32 178 63 149 115 12 38 79 8 6 28 459 38 43 1183 33 442
internal_value=1.60045e-09 3.95155e-05 -0.000234241 -8.48183e-05 0.000999085 -0.000328907 -2.82634e-07 1.68479e-05 -2.27353e-06 2.12053e-05 -0.000655744 4.21401e-05 1.85967e-05 2.82095e-06 -0.00120962 4.39214e-05 0.000351209 0.00072632 0.000221744 -0.000212407 -2.97199e-05 -0.000849934 2.40256e-05 0.000689052 0.00256768 -3.99078e-05 -0.0010289 9.70137e-06 2.05678e-05 -3.85852e-05
internal_weight=42.2691 36.168 6.10112 5.55695 1.02138 4.53557 35.6393 35.1275 34.6196 34.0684 1.02196 33.0465 32.4779 31.9647 1.04805 30.9167 5.97682 3.58851 3.04066 2.38831 24.9399 1.53371 23.4062 2.05284 0.538762 21.3533 1.01995 20.3334 1.51407 19.8062
internal_count=4034 3808 226 147 47 100 3745 3718 3705 3622 214 3408 3297 3037 309 2728 346 276 161 70 2382 71 2311 599 487 1712 49 1663 112 1625
is_linear=0
shrinkage=0.1


Tree=982
num_leaves=31
num_cat=0
split_feature=3 3 2 4 4 2 1 2 3 3 2 1 3 4 0 2 4 0 1 4 2 1 0 3 3 4 1 3 3 3
split_gain=3.84733e-05 0.000169666 3.67658e-05 9.87353e-05 0.000171992 0.000119385 0.000686284 0.000183991 0.000149044 0.000630892 9.78295e-05 8.99981e-05 0.000200188 0.000132845 0.000458709 0.000164947 0.000595968 0.000124842 0.000240993 0.000144319 9.37619e-05 8.37327e-05 0.000120665 9.03671e-05 0.000290808 0.000356787 0.00023868 0.000191121 0.000113267 0.000103866
threshold=-0.55648999999999993 -0.27628999999999998 -0.06483499999999999 42.558389508100007 43.157831852650006 -0.053159999999999992 70.641925835650014 -0.046635000000000003 0.049900000000000007 0.079605000000000023 -0.072524999999999992 71.322105742700003 0.098075000000000023 41.436838994450007 87.818484831100008 -1.0000000180025095e-35 37.73036952315001 86.382848189450016 62.020040611300011 38.334060527150008 0.0041150000000000015 75.408562100950022 99.994511703900017 0.11922500000000003 0.11002000000000002 34.41230404325001 61.049507226200006 0.21629500000000004 0.10371000000000001 0.09013000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 10 5 -5 6 -4 -7 -9 -10 21 13 -13 15 -15 16 -11 18 -17 -19 -21 23 -23 24 25 26 -3 -25 29 -27
right_child=1 2 3 4 -6 7 -8 8 9 11 -12 12 -14 14 -16 17 -18 19 -20 20 -22 22 -24 27 -26 28 -28 -29 -30 -31
leaf_value=0.015086614484212542 -0.032106988222544333 0.073648953418891216 0.0038799844048724458 -0.00206527119108855 -7.4196014616124004e-05 -0.0017421916103670207 -0.00051344731321352509 -0.00097329314148857343 0.003678030736438174 3.6253781948657246e-05 -0.0014018659326535776 2.8997593256347348e-05 -0.0020118814851220863 -0.0028448799939408843 0.00080449486808808644 5.197974637714503e-05 0.0041230414583293988 0.0011808305174393343 0.0026919196448193356 -0.00019721763269563578 -0.001860022010071007 0.0018839405914453143 2.3026256482376532e-05 -0.0013698702188138731 0.0023047384305363628 -0.00022970402201143454 0.010029407312362317 0.00039976408513703749 -0.0011189135363690644 0.00027763151860014197
leaf_weight=0.0016902998588922405 0.0016458566965188428 0.001070173900980703 0.54920129593301759 0.52443784048800646 2.5114636524182821 0.51489674170050292 1.0083192337039379 1.0313501134873124 0.52292092322837014 1.010518890039134 0.54936509134442957 5.0313677203561848 0.5313827871864224 0.52238890618656242 1.0110543137077455 1.0539014520716325 0.55160790367847301 0.51198231954185791 0.51465438777530881 0.99910537910182007 0.5133529582003824 0.52898615179224773 1.0209030843832749 1.5266669782547944 0.51993722354866534 10.669444315160689 0.0013134813965074814 1.0167554287242877 1.0271258346357672 6.490029185070644
leaf_count=66 132 24 64 98 276 24 41 185 80 25 80 179 89 54 30 45 43 19 15 5 81 141 735 38 35 1020 37 33 39 301
internal_value=9.14988e-08 -5.11824e-07 7.38431e-07 0.000104371 -0.000418145 0.000204277 0.00103573 0.000113847 0.00018307 0.000276431 -8.32001e-05 0.000131241 -0.000165958 0.000378415 -0.000438716 0.000621479 0.00147935 0.000248502 0.000918163 -0.000270358 -0.0007616 -5.14301e-05 0.000658167 -0.000103179 -2.71492e-05 -9.38069e-05 0.0385923 -0.000662443 -9.88773e-05 -3.78204e-05
internal_weight=42.2688 42.2671 42.2655 18.9139 3.0359 15.878 1.55752 14.3205 13.8056 12.7742 23.3516 12.2513 5.56275 6.68857 1.53344 5.15512 1.56213 3.593 1.56856 2.02444 1.51246 22.8022 1.54989 21.2523 18.7089 18.189 0.00238366 2.54342 18.1866 17.1595
internal_count=4034 3968 3836 1353 374 979 105 874 850 665 2483 585 268 317 84 233 68 165 60 105 86 2403 876 1527 1456 1421 61 71 1360 1321
is_linear=0
shrinkage=0.1


Tree=983
num_leaves=31
num_cat=0
split_feature=4 2 3 3 4 1 2 3 1 0 2 4 1 1 3 3 4 0 1 3 4 3 4 1 1 4 4 4 4 0
split_gain=3.55655e-05 0.000138015 0.000123009 0.000390518 0.000120579 9.17829e-05 0.000207779 0.000191944 7.95873e-05 0.000165114 0.000560558 0.000109457 0.000238173 0.000105347 0.000105078 6.99983e-05 6.83783e-05 0.000443376 0.000219204 0.000284187 0.000215374 0.000170118 0.000144876 0.000189936 0.000125625 0.000321521 0.000240077 0.000491496 0.000279853 0.000243847
threshold=38.478081868400004 0.22598000000000004 0.11768500000000003 0.10371000000000001 38.179089776100007 65.611820673600008 0.24901000000000004 0.083365000000000022 76.830756451950009 96.959242474650011 -0.084794999999999995 42.536568606950006 81.320481529800006 74.739136026450012 0.089835000000000012 0.10157500000000001 40.280372415600006 85.995710218650018 62.084563606450011 0.086955000000000018 40.563919884450009 0.092260000000000023 40.80591513400001 62.041548276350007 61.993156030000002 41.035283712600005 42.824128352900011 41.436838994450007 41.319407281650008 86.479632682150012
decision_type=2 2 2 2 2 2 2 2 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 8 3 4 5 15 7 -7 9 13 14 12 -10 16 -11 -1 17 -2 -19 -20 21 -18 23 -22 26 -26 27 28 29 -24
right_child=1 -3 -4 -5 -6 6 -8 -9 11 10 -12 -13 -14 -15 -16 -17 20 18 19 -21 22 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0012544541959571931 -0.0031001990480240627 -0.001660443498606325 -0.0012405490736035491 0.002959554451018948 0.0010407742675602059 -0.00020225137054898226 0.00089848355338953227 -0.0029120207694330004 0.0027545979698102383 0.00035055313285800821 -0.0037364385333675462 -2.2294059625755427e-05 -0.00025343246780843305 0.00082405403777110391 -0.0012976340914991084 -0.00010232740097679751 0.00015205184676694017 0.00040261909071924521 0.00044626983372132126 -0.002815398193029472 -0.0025431781810448624 0.0015527690717450926 -0.0030300644532204168 -0.00032254519636174407 0.0025689264792338701 3.7128997001141219e-05 0.00076442342191518559 -0.0036870135632500675 0.00085412585095350239 7.1793765391973266e-05
leaf_weight=0.52158251419351276 0.53202644439534541 0.51534850276359279 0.51173450019008626 0.5280195436429479 1.019851075307616 0.51689677296339565 0.50438422603752764 0.52884798369019992 0.54679866412078859 1.5085436909305983 0.52562711919576699 1.5041740260817196 0.50756528133025569 1.5132757332282789 0.5201986321758908 1.4032763216819149 2.0058906887779844 3.0312094990213154 0.51012769193766849 0.56079520367619207 0.51744700637932739 1.5272039903515517 0.51334910698998315 1.506732260618264 0.51860942980110181 15.286660517960652 1.0192858494693937 0.55418867114447712 1.0082562853075385 0.50056789923110045
leaf_count=234 60 128 55 97 48 167 66 231 145 69 70 510 287 25 55 10 33 38 34 124 76 30 43 21 20 972 230 138 13 5
internal_value=1.28599e-07 -3.54768e-05 0.000236446 0.000386924 8.47114e-05 -0.000195877 -0.000768567 -0.00157262 -1.23553e-05 -5.32245e-05 -0.000826105 0.000525317 0.00130655 1.02438e-05 -7.20657e-05 0.000265322 -3.13723e-05 -0.000384141 -3.18821e-05 -0.00126172 3.41288e-05 0.000757521 -8.51619e-05 -0.000890212 -1.16761e-06 0.000120203 -0.000534674 -0.00104864 -0.000325573 -0.00149869
internal_weight=42.2685 36.7339 5.53459 5.02286 4.49484 3.47499 1.55013 1.04574 36.2185 33.66 2.55437 2.55854 1.05436 31.1056 2.02874 1.92486 29.5924 4.63416 4.10213 1.07092 24.9582 3.53309 21.4251 2.02418 19.4009 15.8053 3.59565 2.57636 2.02217 1.01392
internal_count=4034 3126 908 853 756 708 464 398 2998 2056 194 942 432 1862 124 244 1837 256 196 158 1581 63 1518 97 1421 992 429 199 61 48
is_linear=0
shrinkage=0.1


Tree=984
num_leaves=31
num_cat=0
split_feature=0 0 3 2 3 2 0 0 4 2 0 1 3 2 4 3 4 3 2 2 4 2 1 0 2 3 2 4 0 0
split_gain=4.51195e-05 8.34262e-05 4.34112e-05 0.000428738 0.000172987 0.000347878 0.000336937 0.000655761 0.000250144 0.0010776 0.000235391 0.000215706 0.000109209 0.000111265 0.000203619 9.57807e-05 0.00019832 0.000189581 0.000193316 0.000352683 0.00126799 0.000622715 0.000348172 0.000284524 0.000577759 0.000267462 0.000193712 0.000157721 0.000111582 0.000105467
threshold=102.89804648475001 102.21786657775002 0.09180000000000002 -0.59681499999999998 0.088350000000000026 -0.055334999999999995 87.278104746850019 86.135510041400025 35.050303764500008 -0.58287999999999995 92.313586825200005 75.271450736300025 0.087475000000000011 0.061925000000000015 41.827117825850003 0.094725000000000018 39.337369931850013 0.096515000000000031 -0.037054999999999998 -0.086139999999999994 40.280372415600006 -0.08854999999999999 62.009286778800011 85.963448721100022 -0.117885 0.10111000000000002 -0.091179999999999997 37.445036092900004 87.170566421650008 95.050437202000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 6 7 -6 10 -10 -5 -8 -11 14 -14 16 27 -17 19 21 22 23 -21 26 28 -20 -19 -4 -25 -27
right_child=-2 -3 15 4 5 -7 11 -9 9 12 -12 -13 13 -15 -16 17 -18 18 25 20 -22 -23 -24 24 -26 29 -28 -29 -30 -31
leaf_value=-0.056042995601734882 -0.00093868192645239616 0.001277537071708461 0.00045593125108840638 -0.004001086922277586 -0.00011152304979748581 -0.0030752741184254481 0.0024326074050775629 -0.0042067304397034938 0.085390018795127406 -4.9364581134233973e-05 0.055031083424730676 -6.4255830340037939e-05 2.1201837336167516e-06 -0.00039871564267625808 0.0027781144258899153 -0.0019151374664638854 0.00017262226606395899 0.0023529634426987275 0.0026104429492334207 0.00079441709613439033 -0.0054336777382789497 0.0034431439695142476 -0.0022157023623759508 -0.00064190746319731107 -0.0038547689306509397 0.00044393805308277115 -2.1391242285784188e-05 0.0029386417825323259 0.0011529726309419351 -0.0006762706089372887
leaf_weight=0.0013697732720449043 0.5057675082858627 0.51410454039241571 0.50540062629364857 0.0011695501223977769 1.5130924395752892 0.52890924497258041 0.52621470491087752 0.52727379214047676 0.0014788894551384093 16.723241438416498 0.0015989752262223766 1.0102699571708766 0.52172903353051914 0.50306516488033892 0.53536187671430469 0.5173822189007965 4.557237993626801 0.52329864713974661 0.5198662322598312 1.3731622623454316 0.56717206772789541 0.52553222662754695 0.53357395058215118 1.0074351488656228 0.52980296884101319 4.6189031894805197 1.0006826032767984 0.51828454958226189 0.5278215126187854 1.0274075618481218
leaf_count=13 960 61 23 92 71 84 69 17 11 1584 18 17 45 16 70 69 144 69 35 13 88 19 78 16 45 115 5 32 103 52
internal_value=1.60809e-07 1.15309e-05 -4.24837e-06 -9.8376e-05 -9.4954e-05 -0.000681537 -0.000327575 -0.00116981 3.67397e-05 3.21889e-05 0.0300932 0.000790869 2.52845e-05 0.000825445 0.00140802 0.000107563 0.000455151 -3.8599e-05 3.75212e-05 -0.000339109 -0.00128267 0.000228212 -4.79235e-05 -0.00024254 -0.00100742 0.000439946 0.000793905 0.00171291 -2.48274e-05 0.000240104
internal_weight=42.2676 41.7618 41.2477 22.3948 22.3934 4.10576 3.57685 2.04037 18.2876 18.2849 0.00276853 1.53648 18.2834 1.56016 1.05709 18.853 5.58092 13.272 12.7547 6.58848 2.47391 4.11457 1.90674 3.58904 2.06506 6.16618 1.52398 1.02369 1.53526 5.64631
internal_count=4034 3074 3013 2107 2094 258 174 88 1836 1726 110 86 1715 131 115 906 199 707 638 436 179 257 91 238 164 202 74 55 119 167
is_linear=0
shrinkage=0.1


Tree=985
num_leaves=31
num_cat=0
split_feature=2 0 0 2 4 3 2 2 4 4 4 1 3 4 1 2 1 4 2 2 3 0 3 2 2 1 1 1 4 3
split_gain=3.99719e-05 0.000104201 0.000520283 0.000496218 0.000113984 8.31817e-05 0.000270788 7.68282e-05 0.000162564 7.29633e-05 0.000468182 8.75918e-05 0.00161574 0.00224315 0.0018929 0.00102976 0.000930801 0.000316731 7.79768e-05 0.000790489 0.000193174 0.000200715 0.000194515 0.000204551 0.000129761 9.10218e-05 0.000104919 0.000213207 0.000278013 0.000151478
threshold=-0.06483499999999999 86.329079026800017 86.479632682150012 -0.018034999999999999 40.280372415600006 -0.50325999999999993 -0.23349 -0.072524999999999992 33.151194885250007 42.824128352900011 43.077238082650005 62.009286778800011 0.084565000000000015 43.89540535710001 73.553525990900013 -0.097294999999999993 66.590419433100024 48.86568841230001 -0.086719999999999992 -0.080019999999999994 0.089415000000000022 85.791387400750025 0.098545000000000021 -0.079634999999999997 -0.08786999999999999 75.271450736300025 61.901748453550006 61.998532946250002 40.633548727200008 0.098105000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 -2 -5 6 -1 8 -7 18 -11 -12 -13 14 15 -14 -15 -18 24 -20 21 -21 23 -22 25 26 29 28 -28 -10
right_child=1 2 -4 4 -6 7 -8 -9 9 10 11 12 13 16 -16 -17 17 -19 19 20 22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.014103302577451852 -0.0030876678878987459 0.0032879139350406521 9.1941844498536144e-05 0.0015075459529855539 -0.00026862610669177461 -0.037489808494180002 0.056418427118571181 -0.0012573532367016833 -6.482388064938264e-05 0.0030869727662309072 0.00013996855050368162 -0.00026730024236107055 -0.026044198971413263 0.062026451344874195 0.0051027436927905062 -0.10015097191373182 -0.039463797051953409 0.017999832577027062 -0.0039788983036562293 0.00021912683142714077 6.0115311543334746e-05 -0.0025675714400244928 -0.00014899541666638864 0.0028838688456129013 0.0015473429050019887 0.00083884830904857775 -0.00035888666719508482 -7.2781749711967752e-05 -0.003201062062118907 0.0020449934600239215
leaf_weight=0.0011450172131427724 0.56620859983670646 0.52585805120088736 16.246198364778632 0.56110540182911162 1.0146500978227884 0.0011603525837376996 0.0010381421645535354 0.54970125082984367 1.0041305292651177 0.53120690584405306 1.5110028320164102 0.50540937225996818 0.0026421555750175685 0.0027640950575005254 0.0038377816698718101 0.0064586208775949672 0.0021557024550440396 0.0017281319425489494 0.56766230033253773 0.50333921429047668 0.50351520150434248 0.53127241529650338 2.3713380239737916 0.52299655364789688 0.5166741397789999 1.0357549043937879 0.99980585663499677 10.636407005544179 0.52482025704615864 0.51474689135966389
leaf_count=54 107 20 1031 55 208 104 26 80 99 76 131 546 36 9 24 40 32 16 165 9 13 112 30 29 33 415 32 401 68 33
internal_value=2.08694e-07 0.000108266 0.000192146 -0.000548531 0.000363845 -8.73101e-05 0.0194314 -8.9135e-05 -6.09706e-05 -5.90657e-05 0.00044314 -0.000246655 -0.0013594 -0.0295401 -0.0537979 -0.0786361 0.0176718 -0.0138951 -0.000122788 -0.000465439 -1.54724e-05 -0.00121184 0.00034881 0.00149879 -1.03109e-05 -6.50009e-05 -0.000133435 -0.000231307 -0.00133725 0.000650192
internal_weight=42.2667 18.914 16.7721 2.14196 1.57576 23.3527 0.00218316 23.3505 22.8008 22.7997 2.56721 2.036 0.524996 0.0195865 0.0129386 0.00910078 0.00664793 0.00388383 20.2325 5.00012 4.43246 1.03461 3.39785 1.02651 15.2323 14.7157 13.6799 12.161 1.52463 1.51888
internal_count=4034 1421 1051 370 263 2613 80 2533 2453 2349 910 834 703 157 100 76 57 48 1439 358 193 121 72 42 1081 1048 633 501 100 132
is_linear=0
shrinkage=0.1


Tree=986
num_leaves=31
num_cat=0
split_feature=3 1 3 3 0 2 1 3 1 2 4 3 4 0 3 0 3 4 2 4 4 4 0 4 0 1 1 0 4 1
split_gain=3.80552e-05 0.000237366 9.88323e-05 0.000412747 0.000266909 0.0002967 0.000258079 0.000102675 0.000702555 0.000235875 6.84622e-05 5.43653e-05 0.000205133 0.000144087 0.000142814 0.000339698 0.00096385 0.000142069 0.000127276 9.38823e-05 0.000125235 0.000307472 0.000159019 0.000163326 0.000243569 8.41992e-05 0.000532016 0.000106077 0.00049248 0.000225436
threshold=0.41214500000000009 62.079186690200011 0.11531000000000002 0.11148000000000002 86.103248543850015 -0.084275000000000003 61.907125369850007 0.10433500000000002 61.998532946250002 -0.079634999999999997 40.098777110850008 0.09180000000000002 34.41230404325001 97.674372337300014 0.08833000000000002 87.278104746850019 0.09013000000000003 37.627645350900004 -0.079634999999999997 41.535369675400013 41.035283712600005 41.243661560350013 85.812895065800021 39.685256516350002 97.225399829550014 61.987779113750001 62.00390986255001 86.565663342300013 41.535369675400013 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=2 -2 3 7 6 -6 -4 11 -9 -10 -7 12 -1 19 25 16 -16 -15 -17 20 22 -22 -13 24 -24 -14 -27 28 -28 -29
right_child=1 -3 4 -5 5 10 -8 8 9 -11 -12 13 14 17 15 18 -18 -19 -20 -21 21 -23 23 -25 -26 26 27 29 -30 -31
leaf_value=0.033217726481774269 0.0015576607580647904 -0.00041700508502249953 -0.00027246602199945344 0.0027986108454875055 0.0021465749345837759 5.6367167069606716e-05 -0.0034534078368042322 -0.0039163983783787508 -0.00044305198300687986 0.0019702656697995423 -0.0011057457885162629 -0.00037471228674186536 -0.00082048025514085794 0.00030307994880695319 -0.0051428737352258161 -0.00015407721925919015 -0.00021025679261798565 -0.0020493098231831818 0.0016277836691099012 0.00158998231982929 0.00098211899066613824 -0.0024683840528399587 0.0032659392894814031 0.00041977393273658661 0.00022045235745154503 0.0032606496327812541 -0.0001019319303264981 -0.001521938188720042 0.0033157843404032269 2.0161251750632465e-05
leaf_weight=0.0018529764933131734 1.0172214313597605 1.5159146797348306 0.5008499283776453 0.52896833375705554 0.52231075599829369 1.011246005579282 0.51973767747445265 0.51777070821299576 1.5128166666010263 0.55305757387891286 1.0165156998138489 1.9193391238465158 1.0248668422636296 0.50294008502232734 0.53660430333425702 1.5196797775977655 1.5134229565818385 0.52444110920674358 0.54449606821797747 0.57356277820736146 0.51036156984628156 0.52278985778298193 0.54664809700062711 4.5296588592830176 0.50540215172551939 0.52080274100132129 2.0190219606804263 1.0185585399804029 0.53289561625774462 13.680965519488105
leaf_count=207 20 67 22 63 39 32 25 24 57 81 21 49 465 72 76 112 37 140 186 152 22 48 98 51 12 28 43 49 194 1542
internal_value=1.53515e-07 0.000375954 -2.38061e-05 2.57545e-05 -0.000525717 2.12434e-05 -0.00189237 -1.54095e-05 -0.000622525 0.00020302 -0.000526199 3.20534e-05 -5.32485e-05 0.000224901 -5.59393e-05 -0.000589597 -0.00150139 -0.00089773 0.000315949 0.000351537 0.000268304 -0.000763886 0.000410472 0.000680467 0.0018029 6.08646e-05 0.000111689 1.66251e-05 0.000611761 -8.66938e-05
internal_weight=42.2647 2.53314 39.7316 36.1609 3.57066 2.55007 1.02059 35.632 2.58364 2.06587 2.02776 33.0483 22.9132 10.1351 22.9113 4.1142 2.05003 1.02738 2.06418 9.10776 8.5342 1.03315 7.50105 5.58171 1.05205 18.7971 17.7722 17.2514 2.55192 14.6995
internal_count=4034 87 3947 3808 139 92 47 3745 162 138 53 3583 2939 644 2732 411 113 212 298 432 280 70 210 161 110 2321 1856 1828 237 1591
is_linear=0
shrinkage=0.1


Tree=987
num_leaves=31
num_cat=0
split_feature=2 2 4 4 1 2 0 0 2 1 4 0 2 4 4 2 2 2 4 4 0 4 4 0 1 2 4 3 2 1
split_gain=4.63078e-05 9.80664e-05 9.47588e-05 0.000148412 0.000128729 0.00038293 0.000320383 0.000318962 0.00020928 0.000231683 0.000157591 0.000136215 0.000134213 0.000162015 0.00012074 9.62554e-05 0.000167413 8.43679e-05 7.12023e-05 0.000228196 0.000201294 0.000110794 0.000157563 0.000137297 0.000434979 0.000321115 0.000111772 0.000447255 0.000124821 9.2551e-05
threshold=-0.06483499999999999 -0.072524999999999992 42.141702038450013 42.388109226950007 63.705703859100005 -0.053159999999999992 93.399723909900004 87.278104746850019 -0.037054999999999998 62.020040611300011 41.147265497500008 94.114853772600014 -0.0068649999999999996 40.523311941050004 42.536568606950006 -0.039434999999999998 -0.053159999999999992 -0.037054999999999998 42.67709657435001 43.084235337800003 86.20003303655001 42.402981339000007 42.283941020600004 86.162394622750014 61.993156030000002 -0.078649999999999984 41.481306584950012 0.098105000000000026 -0.086139999999999994 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 18 4 -4 5 -2 -6 8 -7 12 11 -8 -10 -14 -5 16 -13 -17 21 20 -20 22 23 26 -25 -26 28 -28 29 -1
right_child=2 -3 3 14 6 7 10 -9 9 -11 -12 15 13 -15 -16 17 -18 -19 19 -21 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.00019470315065579964 0.0031637077493658892 -0.0014145891658888762 -0.0018897770859947968 0.0013714030315967131 -0.0023376514835377745 -0.0018228094773849101 0.0016249115869327549 0.0026891647518895111 0.0012426285753723628 0.0015944226156157371 0.0018658699880838147 -0.00055947137078947711 -3.4591866723012467e-05 -0.0020921868596257154 -0.00025817749203996737 -0.0015434045499103505 0.0011037547194117671 -0.00017772664976342382 0.00015513195903210067 -0.00023287786455503622 0.0029277689877931501 -0.0015650314432531663 0.0016407618169664889 -0.0031760086277435439 -9.836247318721675e-05 -0.002620888188979932 0.0033243000403349338 -0.00027519516792611322 -0.0004757325607265401 0.0016715284437650701
leaf_weight=2.5230241065415879 0.54082801309414197 0.5491130609146343 0.49997078893306213 0.51237048125791407 0.54233781555316518 0.51692342853927176 0.51717339242713833 0.51908409858936 0.52959767779347577 1.0327661951864824 0.51486010579767327 1.0074548177858436 1.5507464542131719 0.50805118598132804 4.0376621515005224 0.5090737892813334 1.5156297142563826 4.060175384499491 0.50835820825524369 2.0345558263548877 0.53997455922420479 0.52521353917798919 0.51030955429289804 0.52337349420122237 10.17393312826097 0.53098747670467972 0.52390714819001249 1.0120156674547613 2.8845996785080348 0.51015152045754542
leaf_count=270 40 81 47 31 125 22 53 55 32 38 65 39 48 55 411 5 23 332 48 857 125 93 22 22 886 72 62 13 29 33
internal_value=1.91828e-07 -9.40191e-05 0.000116492 -0.000254376 0.000251575 0.000645027 1.55952e-05 0.000352538 5.94296e-05 0.000328121 0.000172685 5.81239e-05 -0.000177132 -0.000542346 -7.46735e-05 -5.61264e-05 0.000439637 -0.000329881 -6.22152e-05 0.000384698 0.00158326 -0.000132091 -9.28777e-05 -0.000140233 -0.000361108 -0.000223485 0.000192495 0.000952602 -4.78634e-06 0.000443091
internal_weight=42.2642 23.3495 18.9147 5.05 13.8647 5.198 8.66671 4.65717 4.13808 3.62116 8.12437 7.60951 2.5884 2.0588 4.55003 7.09233 2.52308 4.56925 22.8004 3.08289 1.04833 19.7175 19.1923 18.682 11.2283 10.7049 7.4537 1.53592 5.91778 3.03318
internal_count=4034 2613 1421 489 932 290 642 250 195 173 517 452 135 103 442 399 62 337 2532 1030 173 1502 1409 1387 980 958 407 75 332 303
is_linear=0
shrinkage=0.1


Tree=988
num_leaves=31
num_cat=0
split_feature=2 0 0 2 3 3 2 2 0 2 3 1 1 4 4 3 3 2 0 1 0 0 4 0 0 0 0 0 0 0
split_gain=3.75166e-05 9.76689e-05 0.000493057 0.000469104 9.41006e-05 0.000197853 7.93566e-05 6.64425e-05 0.000193883 0.000176009 0.000344428 0.000157488 0.000136194 0.000125667 0.000256706 0.000123806 8.48908e-05 7.98123e-05 7.52582e-05 5.79176e-05 0.000119294 8.21978e-05 0.000263597 0.000440565 0.00494187 0.0038392 0.00151598 0.00140917 0.00100472 0.000973797
threshold=-0.06483499999999999 86.329079026800017 86.479632682150012 -0.018034999999999999 0.10301500000000002 0.093325000000000033 -0.072524999999999992 -0.018034999999999999 87.350693116400024 0.048475000000000011 0.10010000000000002 75.271450736300025 67.300172379550006 40.750688432250008 38.748048509250005 0.078005000000000019 0.10335500000000002 0.066710000000000019 96.741477366050006 75.408562100950022 99.994511703900017 86.256490657300006 41.806790701050012 86.103248543850015 86.054856297550018 85.812895065800021 85.705356740550016 85.624702996650015 85.57631075030001 85.242941942100018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 -3 -2 5 -5 19 8 -4 10 -9 13 -11 14 -10 -14 17 -17 -19 21 -21 22 -1 24 25 26 27 28 29 -24
right_child=1 2 7 4 -6 -7 -8 9 11 12 -12 -13 15 -15 -16 16 -18 18 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.7396772616430597e-06 -0.0029994932823253174 0.0032008765479838684 0.0021731026851078321 -0.00047566786585080792 -0.00069873130137010938 0.0023026074310172982 -0.0012720071647352104 -0.0030899286330032618 -4.1100938534888826e-05 0.0016254252013503162 0.00053805343107893994 -0.0014906168115048442 -0.0015481188485524005 -0.00022624711263025552 0.0016766979353178833 0.00080103102205842421 -0.001174199456135591 -0.00061988407320940188 0.00022571899790154557 0.0017538746306297332 -9.7276850851978766e-05 -0.00025942408153488211 0.002862920259289975 0.001545226496653713 0.10009097767039388 -0.076592066199676706 0.041228079327213209 -0.10003548791639079 0.077765228181497781 -0.10001544530660883
leaf_weight=7.9481302535365312 0.56629911692935753 0.52549115523538859 0.5219384373303998 0.50938605268771231 0.55021632698922207 0.51596072228278445 0.54957224455874154 0.53330182614294597 2.0221511353541941 0.52511737944860648 0.51377805454894931 0.5250349323107687 0.50779799941423309 2.5135219611545381 1.5267702284509139 1.5172725180885196 0.5099517978465008 1.4997385815243292 3.529342661937251 0.52848046151462114 1.0200657279679211 12.759824761090544 0.0067777901575442057 0.51126079129971913 0.0054925689473748198 0.0057363604073543675 0.011122734576019866 0.001535772001957981 0.0015185363182581577 0.0010645837526315205
leaf_count=381 107 20 23 205 26 32 81 168 36 71 27 132 159 53 40 50 58 68 146 141 744 887 200 14 2 33 30 27 9 64
internal_value=2.14391e-07 0.000104902 0.000186112 -0.00053099 0.000356256 0.000922377 -8.45787e-05 8.85956e-05 0.000317852 -8.98005e-05 -0.00130976 0.000170857 6.81129e-05 0.000314748 0.000697908 -3.99993e-05 6.85306e-05 0.000165338 -2.6451e-05 -5.59582e-05 0.000534475 -9.89797e-05 0.000142081 0.00227061 0.0134248 -0.00372548 0.0152573 -0.0112523 0.00331365 -0.0111026
internal_weight=42.2637 18.9131 16.7712 2.14186 1.57556 1.02535 23.3506 16.2457 7.10942 9.1363 1.04708 6.58748 8.08922 6.06244 3.54892 7.5641 7.05631 6.54635 5.02908 22.801 1.54855 21.2525 8.49264 0.544509 0.0332483 0.0277558 0.0220194 0.0108967 0.00936091 0.00784237
internal_count=4034 1421 1051 370 263 237 2613 1031 284 747 195 261 552 129 76 481 322 264 214 2532 885 1647 760 379 365 363 330 300 273 264
is_linear=0
shrinkage=0.1


Tree=989
num_leaves=31
num_cat=0
split_feature=0 0 4 2 4 4 0 4 4 4 4 0 3 1 1 1 1 4 4 0 4 3 2 3 2 0 3 4 3 4
split_gain=4.30578e-05 6.54334e-05 4.08763e-05 0.000108987 8.29857e-05 0.000153717 0.000123023 0.000239937 8.11769e-05 5.88995e-05 5.38802e-05 5.23554e-05 0.000239909 0.000258704 7.86531e-05 0.000202878 7.70828e-05 0.000163384 6.98421e-05 0.000374509 0.000164123 0.000191046 0.000146645 0.00230006 0.00539938 0.00498026 0.00363962 0.000133361 0.000124252 0.000101042
threshold=102.89804648475001 102.21786657775002 38.478081868400004 0.22598000000000004 37.038444968100009 35.419594101850009 99.128828185900019 37.784765830350004 38.121007182500009 35.050303764500008 38.400997490450003 96.959242474650011 0.092260000000000023 75.166600869200025 74.739136026450012 75.077881750900005 76.279622535200005 42.310579034350006 40.137820134150012 86.103248543850015 40.563919884450009 0.096665000000000015 -0.13953999999999997 0.085035000000000013 -0.14259499999999997 86.420486603250012 0.093905000000000016 40.984321400500008 0.087795000000000026 40.00488309970001
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 5 9 7 -6 -9 -1 -10 14 13 -13 18 -16 -15 -18 19 -4 21 28 23 -22 25 -25 -27 -24 -20 -21
right_child=-2 -3 3 -5 6 -7 -8 8 10 -11 -12 12 -14 16 15 -17 17 -19 20 29 22 -23 27 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0001797923568875224 -0.00091683988030866908 0.0011331167836245921 -0.0028694666711182766 -0.0014856277583802336 0.00272785452631444 -0.0017064232874400239 -0.00088888827425420724 -0.00011434410755464076 0.001768967977789717 0.0011389775506489761 0.00031625605485498335 -0.0021386652433704632 -0.0023097100558380533 -0.00021209344285797721 0.0023491041868677655 -9.9955957121525496e-05 0.0022370960407277741 5.1736201003441587e-05 0.00076871005955330405 0.00025602051980659304 -2.7613892216217335e-05 0.0014967886698046915 -0.00079321621309842163 -0.080101333997575686 0.095610858984516434 0.078248210281803066 -0.017418378641157944 -1.9302145068458191e-05 -0.00051282848138165492 -0.0012862634566800464
leaf_weight=1.0137836047851867 0.50583255839469998 0.51359387446031135 0.53386891277219151 0.51526795519676838 0.5279184199965149 0.53745696660450404 0.50818214636442194 1.4143511474403179 0.51986147449482867 0.50855752699599754 0.50170760756250976 0.51088521311268342 0.54528600494572277 1.512698870810016 0.5106774683025247 1.0017874734596068 0.51865265645628222 1.0050559070968246 1.5133838387127156 2.5607638616978616 0.5095257734794697 1.5380569961306774 2.5341241557369036 0.0055288005097260387 0.0085590832932211924 0.0078972627815119267 0.0080107996245715185 18.348826866485336 1.5128350802074235 0.50926810241344345
leaf_count=190 960 61 59 92 72 179 48 52 31 23 10 69 127 39 6 99 47 92 41 154 334 34 54 32 10 23 34 1031 16 15
internal_value=2.41101e-07 1.13505e-05 -2.61876e-06 -4.18015e-05 0.000250328 -0.000252532 0.000548652 0.000795134 0.00037627 0.00026076 0.00105552 -2.06638e-05 -0.000356896 -5.67115e-05 2.3578e-05 0.000726959 0.000293584 0.000795607 -1.23739e-05 -0.000424918 4.48387e-05 0.000589288 -7.11618e-05 0.0015566 0.0284668 0.00165823 0.0300735 -0.000113216 0.000128057 1.80827e-07
internal_weight=42.2622 41.7564 41.2428 35.711 5.53182 2.0598 3.47202 2.96384 2.43592 1.52234 1.02157 35.1957 4.09258 3.54729 31.1031 1.51246 3.03641 1.52371 29.5906 3.6039 25.9867 4.56428 21.4225 0.539522 0.0299959 0.0214369 0.0159081 20.883 3.02622 3.07003
internal_count=4034 3074 3013 2408 605 392 213 165 93 213 41 2316 374 247 1942 105 178 139 1837 228 1609 91 1518 433 99 89 57 1085 57 169
is_linear=0
shrinkage=0.1


Tree=990
num_leaves=31
num_cat=0
split_feature=0 0 4 2 0 0 0 4 4 2 2 4 0 1 1 1 1 1 0 1 1 1 1 1 0 1 4 4 1 4
split_gain=3.48642e-05 5.30329e-05 3.30938e-05 8.82025e-05 7.57447e-05 0.000337991 0.000191326 8.17673e-05 5.70267e-05 0.000310773 0.000248299 0.000262032 6.7334e-05 0.00176769 0.00124386 0.000511467 0.000751278 0.00049161 0.000307749 0.000288295 0.000319579 0.000146491 0.000153423 7.94715e-05 0.000246088 0.000223469 0.000338473 0.000999643 0.000922331 9.37855e-05
threshold=102.89804648475001 102.21786657775002 38.478081868400004 0.22598000000000004 93.953546284800012 85.425757095000009 94.773526014550015 38.244973486750006 39.896141435400004 -0.061874999999999999 -0.039434999999999998 39.664548207900005 85.667718326750006 62.046925192600007 57.772276765200012 61.982402197500001 61.966271448700006 57.041016153700006 85.764502819450016 61.778079379550007 61.45546440395001 55.855406118200008 55.782817748650011 61.993156030000002 85.812895065800021 61.901748453550006 40.664404858950007 42.824128352900011 61.987779113750001 40.00488309970001
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 5 -1 -6 -8 9 -4 -11 -12 13 14 17 16 19 21 -14 20 -16 22 -10 25 -25 -20 -27 28 -28 -26
right_child=-2 -3 3 -5 6 -7 7 -9 12 10 11 -13 18 -15 15 -17 -18 -19 23 -21 -22 -23 -24 24 29 26 27 -29 -30 -31
leaf_value=-0.00010662313676060084 -0.00082463401223200825 0.001020615629861442 -0.0025660537743668649 -0.0013357461334433446 -0.0018430359173871838 0.0027840181467977719 -0.00011573714090457788 0.00098541290008059726 -0.029659117298549753 0.0019979617039556112 -0.0023309011554775621 0.00041297116681644801 0.0024083375175017758 -5.1939644239040348e-05 -0.089001362004622123 -0.10011725051917951 0.00078593312398402254 0.039808813351518368 0.00053285756716462903 -0.1000902571463767 -0.025381422884453497 -0.037457174325749208 0.018295150011783372 0.0022446480359806158 0.00097216959377546114 -3.4122716272404612e-05 -0.0065123087151162514 0.0017211013628790073 -0.00060338225977976266 -1.1314557494868311e-05
leaf_weight=1.4126728491888387 0.50613702858863163 0.51320778384882615 0.55578054147600076 0.51575112502550169 0.51013598545730543 0.56679092375966877 2.0319082026540469 1.0093303228124599 0.0011880759333348914 0.51584525662474345 0.53250018580251457 1.0047081308111954 0.53758628083230675 0.50312702064773995 0.0012710370298145979 0.0021025105937866329 0.0024764510226624736 0.002069603086852112 2.0144743578330262 0.001693688851972297 0.0020844212886004243 0.0022016750203341928 0.0015216739320393913 0.51137523618453684 1.0105984241556196 2.5103700934269 0.547537040491761 0.51201324937574089 0.51041163032641634 23.911957585939213
leaf_count=223 960 61 160 92 40 152 175 15 175 26 50 21 64 126 64 99 6 16 26 31 7 40 12 19 16 20 47 10 9 1272
internal_value=3.38409e-07 1.03385e-05 -2.2334e-06 -3.74869e-05 0.000225386 0.00072107 -5.08983e-05 0.000249714 -1.8462e-05 -0.000468337 9.95343e-05 -0.000537526 1.75549e-05 -0.00111155 -0.0332095 -0.0565119 -0.0443294 -0.00107121 3.58556e-05 -0.066457 -0.0494805 -0.0182975 -0.00273015 -4.59683e-06 7.31219e-05 -0.000328921 -0.000754384 -0.00190608 -0.00366152 2.85653e-05
internal_weight=42.2608 41.7547 41.2415 35.7106 5.53084 1.97946 3.55137 3.04124 35.1949 2.60883 2.05305 1.53721 32.5861 0.519736 0.0166091 0.00962811 0.0075256 0.00698103 32.0663 0.00504915 0.00335546 0.00491142 0.00270975 31.5287 25.4339 6.09481 4.08033 1.56996 1.05795 24.9226
internal_count=4034 3074 3013 2408 605 375 230 190 2316 257 97 71 2059 576 450 207 108 243 1483 102 71 227 187 1419 1307 112 86 66 56 1288
is_linear=0
shrinkage=0.1


Tree=991
num_leaves=31
num_cat=0
split_feature=2 3 3 2 3 3 3 4 0 3 0 4 3 1 3 3 3 4 2 4 4 2 3 4 2 0 0 0 4 0
split_gain=3.67962e-05 0.000168333 0.000245853 0.000162487 8.1558e-05 6.62285e-05 9.26768e-05 7.24972e-05 0.000510912 0.000195603 0.000229398 0.000109338 0.000229049 0.000110201 0.000316629 7.74674e-05 0.000140018 6.35786e-05 0.00055872 0.000428285 0.000333871 0.000146881 0.00136794 0.000261041 0.000214586 0.000379952 0.000159359 0.000197949 0.000582188 0.000123765
threshold=-0.046635000000000003 0.049900000000000007 0.078905000000000017 -0.053159999999999992 -0.11223 0.07907500000000002 0.079605000000000023 41.436838994450007 87.818484831100008 0.11278000000000003 95.050437202000012 40.720231579350006 0.10335500000000002 62.036171360100006 0.09180000000000002 0.092835000000000015 0.088350000000000026 40.241071441700008 -0.06828999999999999 40.467253020850002 40.040005255000004 -0.086139999999999994 0.096885000000000013 41.243661560350013 -0.088224999999999984 86.20003303655001 87.170566421650008 86.135510041400025 42.67709657435001 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=3 4 -3 17 -2 -4 -7 9 -9 11 -11 12 15 -13 -15 16 -8 20 19 -19 -1 24 23 -23 -21 -26 27 -25 -29 -30
right_child=1 2 5 -5 -6 6 7 8 -10 10 -12 13 -14 14 -16 -17 -18 18 -20 21 -22 22 -24 26 25 -27 -28 28 29 -31
leaf_value=1.5044963363286097e-05 -0.00021966968187501004 0.0023434174610927343 -0.0010122762972578356 -0.0018344291502928297 -0.0019964563645208703 0.0014888474245394129 3.8717943854918053e-05 -0.0031145288146905061 0.00019450964656279228 0.0030360725134598344 5.1993624568045314e-05 1.3351478991822171e-05 -0.0020750218922732555 -0.00028784422883116467 0.0032224846896550408 0.00051502253900740605 -0.0017212380727159946 0.0027894864305622303 0.0032124172326691864 -7.2465561187263494e-05 -0.0019657961102725724 -0.0020938387059111709 -0.0054113607217008298 0.00115659067685066 -0.00054613506834144719 0.0032870067741254255 0.001879713274150877 -0.00343239412001388 -0.00084530074503250715 0.0010811083611660952
leaf_weight=4.9977025858358255 0.50902792283430209 0.51565608988562495 0.49682841135654499 0.51465259984770639 0.52457592040464329 0.50797041877895743 3.5256206228278328 0.53760564884607198 3.5326461824246813 0.52180300307532046 0.50881546464347593 1.0076745220649175 0.52976623978880155 0.50878797153648647 0.5191318136316454 2.5719990144256792 0.51852932816120834 0.51884484910004403 0.54292404943657047 12.140451893086324 1.0255006234258575 0.51836527478552596 0.52590462308315 1.026884486924758 0.50227258562629973 0.533018652860342 0.54609982922466915 0.52016584651210029 0.49723966324017954 1.0127886119062166
leaf_count=886 244 73 4 27 79 32 125 118 251 27 31 21 42 27 25 93 76 33 66 1311 38 21 38 78 14 39 113 30 4 68
internal_value=2.84933e-07 0.000114949 0.000195816 -7.56521e-05 -0.00112143 0.000123374 0.000161522 0.000114314 -0.000242554 0.000256552 0.00156284 0.000109922 -7.42587e-05 0.000756485 0.00148498 8.59457e-05 -0.000186939 -3.93123e-05 5.09155e-05 -4.26649e-05 -0.00032221 -0.000125111 -0.00060847 4.37356e-06 4.53836e-05 0.00142735 0.000306229 2.51508e-05 -0.000547138 0.000446758
internal_weight=42.2593 16.8364 15.8028 25.4228 1.0336 15.2872 14.7904 14.2824 4.07025 10.2121 1.03062 9.18151 7.14592 2.03559 1.02792 6.61615 4.04415 24.9082 18.885 18.342 6.0232 17.8232 4.64745 4.12154 13.1757 1.03529 3.60318 3.05708 2.03019 1.51003
internal_count=4034 1268 945 2766 323 872 868 836 369 467 58 409 336 73 52 294 201 2739 1815 1749 924 1716 352 314 1364 53 293 180 102 72
is_linear=0
shrinkage=0.1


Tree=992
num_leaves=31
num_cat=0
split_feature=3 2 3 3 3 2 3 2 3 4 4 2 1 0 3 4 4 1 4 1 1 1 2 2 2 4 3 3 3 3
split_gain=3.49622e-05 0.000228857 3.09381e-05 0.000130836 0.000141605 0.000125454 0.000293611 0.000293231 0.00033079 0.000182106 0.000204435 0.000175134 0.000316802 0.000199721 0.000140719 0.000177877 0.000296655 0.00013378 0.000131424 0.000283537 0.000107539 0.000364204 0.000121145 0.000113094 0.000203447 0.000470983 0.000194177 0.000181814 0.000257676 0.00022269
threshold=-0.27628999999999998 -0.23349 0.093325000000000033 0.094725000000000018 0.096515000000000031 -0.032369999999999996 0.10111000000000002 -0.073609999999999995 0.10661000000000002 42.522337019050006 41.605323437500005 -0.02903 73.037342029850024 86.329079026800017 0.099855000000000027 41.092444989200011 40.636252116050009 64.730006406800015 40.241071441700008 62.00390986255001 61.987779113750001 62.00390986255001 -0.06828999999999999 -0.095204999999999998 -0.061874999999999999 40.80591513400001 0.092260000000000023 0.089305000000000023 0.08766000000000003 0.086520000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 20 -4 -5 7 -7 9 -9 10 14 -8 13 -13 17 16 18 -6 19 -16 22 -22 -2 -23 25 -25 27 28 29 -27
right_child=2 -3 3 4 5 6 11 8 -10 -11 -12 12 -14 -15 15 -17 -18 -19 -20 -21 21 23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.038144993940145547 -0.00033898395840041231 0.015214015964065609 0.00086037627567289591 -0.0016203142725691828 0.0022861796207345312 0.0027038444541915888 0.001936188164530706 -0.0034306788741073485 5.1637059646497709e-05 0.0018565456209054039 -0.0019849472813569307 -0.0014282767276089612 -0.0023332296340245712 0.00063078129994662458 0.00012060366246529789 0.00075638867588435996 -0.0027451612195512438 3.3566571472523261e-06 0.00077216041017040527 -0.0026104253280325898 0.0026132650568334243 0.00028000378758861647 -0.002019883754024314 -0.0035434589246220987 4.8948348733051327e-05 -0.00045275951493350676 -0.0022441399683440564 0.0015588403153563269 -0.0024663454526994127 0.0018322922358139093
leaf_weight=0.0015469307220080239 2.5234218099828274 0.0016732240819035543 2.0342663812132331 0.5182835552386188 0.51283089474417887 0.51980809993817434 0.51500722468881566 0.55067684273109041 0.54054490314518033 0.52034345038212926 0.52227351755455931 0.55720413702136484 0.51756599291047667 3.0474542233132524 1.3627000949754799 1.5212670153659926 0.51905558373957195 0.51402182549287834 1.0090959176418079 0.52723520742761998 0.52441305712977992 7.0809053796884251 0.51653311465171858 0.52883639119370673 10.640668665851965 2.5557090010668464 0.50505423049844456 0.53184923037508092 0.52634170153060322 0.51191596484282298
leaf_count=79 323 119 103 83 21 55 6 69 60 64 47 44 71 66 27 21 20 53 18 132 40 1043 152 125 794 208 12 48 79 52
internal_value=3.14018e-07 -0.0104191 1.10805e-06 0.000111776 1.22726e-06 6.46212e-05 0.000450155 -0.000180836 -0.00170569 5.65723e-05 -8.77765e-05 0.000197529 -1.96896e-05 0.000312494 7.82992e-05 -0.000143136 -0.000543482 0.00114344 -0.000149284 -0.000641271 -6.50511e-05 7.6228e-06 -0.000624594 -5.20956e-05 -0.000200925 -0.00071623 -0.000393366 -0.000166807 -0.000422175 -7.1437e-05
internal_weight=42.2585 0.00322015 42.2553 15.8096 13.7754 13.2571 5.15704 8.10005 1.09122 7.00882 6.48848 4.63723 4.12222 3.60466 5.96621 4.93935 3.41809 1.02685 2.89903 1.88994 26.4456 23.4057 3.03995 22.8813 15.8004 5.15971 4.63087 4.12582 3.59397 3.06762
internal_count=4034 198 3836 960 857 774 242 532 129 403 339 187 181 110 292 218 197 74 177 159 2876 2401 475 2361 1318 524 399 387 339 260
is_linear=0
shrinkage=0.1


Tree=993
num_leaves=31
num_cat=0
split_feature=3 3 4 2 1 1 4 2 4 4 4 2 3 4 3 0 3 4 3 3 3 3 1 0 2 2 4 4 4 0
split_gain=3.69169e-05 0.000187441 3.18221e-05 0.000240018 0.0059534 0.00381663 0.000463494 0.0010117 0.000210576 0.000146976 0.000348075 0.000118601 0.000174811 0.000106046 0.000114987 9.70245e-05 0.000295919 0.000316925 0.00302887 0.000171414 0.000242961 0.000136541 0.000198796 0.000136025 0.000433041 0.0010253 0.000100426 0.000234456 0.000152053 0.000148039
threshold=-0.55648999999999993 -0.27628999999999998 41.436838994450007 -0.13953999999999997 62.116825104000007 62.079186690200011 43.572676689450006 -0.23375499999999999 41.535369675400013 41.685324604100011 41.806790701050012 -0.13509999999999997 0.089675000000000019 41.289992964000007 0.090390000000000012 85.995710218650018 -0.10565499999999999 41.218101594450012 -0.09053499999999999 0.11922500000000003 0.11531000000000002 0.089305000000000023 62.084563606450011 91.066142252700018 -0.076484999999999984 0.0023400000000000005 40.750688432250008 40.377444152000002 39.420767558750008 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 11 4 5 6 -4 -8 -5 -10 -11 12 -3 15 -15 26 -17 18 -18 20 21 22 -20 24 -23 -26 27 28 29 -13
right_child=1 2 3 8 -6 -7 7 -9 9 10 -12 13 -14 14 -16 16 17 -19 19 -21 -22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.015162933946073801 -0.034340637409872914 -0.00011475091751939622 -0.057890521154166152 -0.0021500065362785471 0.00014772240571214788 0.09736365461618901 0.083272716401320501 -0.029405764452317608 0.0015244638976589426 -0.0027380476890732966 -8.1494355276475763e-05 -0.00051433357195164193 -0.0022135870923814644 6.1381445970800708e-05 0.0015672400199219427 0.0024971119540742274 -0.061874031689599332 -0.0023436458091685192 -0.0020058004020118061 0.0019692695843875003 -0.0020131163857733084 0.00015424434499947264 2.9312314687589314e-05 8.1458959270544961e-05 0.0057518103964489063 0.00034169415019996886 -0.001227177213537657 0.001874994394941939 -0.0011349078892053763 0.0015754281917560301
leaf_weight=0.0016056854217642016 0.0015894175374587807 1.5060892122300302 0.0014094254692680339 0.53041427354418935 0.5199828006402244 0.01047602614016796 0.0012256806151560449 0.0022774519054422617 0.52316859339939803 0.51309679549140241 12.727911725388498 0.86777110068514296 0.53880591761505336 1.0099586680007411 1.0184110911022799 0.52795455454785312 0.0078656851117199222 0.51754327386862442 0.51490829813153904 0.52779203920038043 0.50875009456061704 3.02264609773556 7.077473083991678 4.6158092221251783 0.53514047317184932 1.0141621913646757 1.0191172338782619 0.51313406059759348 1.5250915099095435 0.55630016469672228
leaf_count=66 132 374 28 36 525 8 39 40 70 35 1193 62 211 38 24 119 11 19 25 56 17 28 338 365 29 33 32 16 38 27
internal_value=3.25673e-07 -2.50487e-07 1.04123e-06 -0.000116971 0.00196182 0.0632604 -0.00946489 0.0100183 -0.000194827 -0.000119483 -0.000184437 6.48566e-05 -0.00066777 0.000123886 0.000817448 6.36409e-05 0.000162976 9.57912e-05 0.000166621 0.000194011 0.000139816 0.00020509 -0.000108707 0.000464399 0.000851013 0.00221039 -0.000354635 -9.78044e-05 -0.000441058 0.000302012
internal_weight=42.2579 42.2563 42.2547 14.83 0.535371 0.0153886 0.00491256 0.00350313 14.2946 13.7642 13.241 27.4247 2.0449 25.3798 2.02837 23.3515 18.87 18.3421 17.8245 17.8167 17.2889 16.7801 7.59238 9.18776 4.57195 1.5493 4.48141 3.4623 2.94916 1.42407
internal_count=4034 3968 3836 1974 640 115 107 79 1334 1298 1228 1862 585 1277 62 1215 1040 921 902 891 835 818 363 455 90 62 175 143 127 89
is_linear=0
shrinkage=0.1


Tree=994
num_leaves=31
num_cat=0
split_feature=3 3 3 2 0 4 4 3 3 1 0 3 0 1 1 0 2 0 1 3 0 3 4 0 3 3 0 3 0 2
split_gain=3.53453e-05 0.000384507 0.000158642 0.000112747 0.000256896 7.25182e-05 7.22229e-05 7.46837e-05 7.02552e-05 0.000548781 0.000215487 7.13146e-05 0.000149888 0.000177963 0.000156277 0.000536423 0.000144244 0.000140627 7.00001e-05 0.00011259 0.000152473 0.000111598 0.000316344 0.000336429 0.000130597 0.000368293 0.000166508 0.000223554 0.00022 9.27782e-05
threshold=0.11531000000000002 0.11148000000000002 0.12535000000000004 -0.028049999999999999 92.501778894350011 41.436838994450007 41.319407281650008 0.13377000000000003 0.10507500000000002 61.998532946250002 86.329079026800017 0.093325000000000033 97.39208423365001 62.095317438950012 62.009286778800011 85.791387400750025 -0.070909999999999987 101.10215645365001 75.408562100950022 0.092260000000000023 86.420486603250012 0.091935000000000031 35.050303764500008 92.313586825200005 0.088145000000000015 0.08883000000000002 86.420486603250012 0.091645000000000018 94.848802842250009 -0.091919999999999988
decision_type=2 2 2 2 2 2 2 2 2 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 -2 5 -5 6 7 -4 11 -10 -11 18 13 14 15 -13 -15 -14 19 21 -21 22 23 -1 -24 -26 27 -27 -28 -20
right_child=2 -3 3 4 -6 -7 -8 -9 9 10 -12 12 17 16 -16 -17 -18 -19 29 20 -22 -23 24 -25 25 26 28 -29 -30 -31
leaf_value=-0.0063302354859691105 -0.0018534481302704302 0.002715288919933979 -0.001352049947500183 0.0024485542882837783 -0.00072522667814319756 -0.00072367081833021917 0.00073807437392223163 0.000139269911432267 -0.003404184007268623 -0.00049815784131627472 0.001964901439900853 -9.5625479990976781e-05 -0.001830744193142904 0.00059931939043887032 -0.00031911026997508509 0.0035858149138839205 0.0029103936290559092 7.6498965620651268e-05 0.0016056915216938637 -0.00022332021437881618 -0.0023438605352673792 0.00097685774112699617 1.4367515355866656e-05 0.064806960937410174 -0.0030885232396308908 -0.002651496559136692 0.0021229658463935855 -9.7900679685490881e-05 -0.0003750631330595661 0.00015921563429320673
leaf_weight=0.0011706122008224842 0.54312455931862835 0.52858457726020347 0.50225962709382077 0.51833022105529447 0.50207636946338852 2.0150877126763294 1.005611158441752 1.0132349157264089 0.51292354431643383 1.0116607786748586 0.54738812334037756 1.4179365591720423 0.51967684542889681 0.54545001743432753 2.0275598534244637 0.54905804737791175 0.53492027627302074 1.5096344525654932 0.51899013980017494 1.0042760974799581 0.51192050413146706 1.0131043321594138 16.755391821964665 0.0015386382236819429 0.52825625927353836 0.52152780447425851 0.54257116508324532 1.0005350403351085 1.0066924351921214 3.0456594199132905
leaf_count=101 79 63 13 25 22 30 5 52 19 26 91 54 69 135 31 38 71 137 581 17 54 23 1442 18 54 80 67 9 35 593
internal_value=4.24958e-07 3.799e-05 -0.000222243 -6.28029e-05 0.000886941 -0.000276446 8.10156e-05 -0.000354978 -1.73119e-06 -0.000566846 0.000366632 3.31629e-05 0.000314465 0.000604924 0.000296958 0.000931995 0.00174359 -0.000411918 -4.23876e-05 -0.000106588 -0.000939288 -4.75102e-05 -9.84881e-05 0.03407 -0.000103036 -0.000649527 -0.000230029 -0.000972879 0.000499777 0.000369813
internal_weight=42.2562 36.1564 6.09972 5.5566 1.02041 4.53619 2.52111 1.51549 35.6278 2.07197 1.55905 33.5559 7.10424 5.07492 3.99455 1.96699 1.08037 2.02931 26.4516 22.887 1.5162 21.3708 20.3577 0.00270925 20.355 3.59958 3.07133 1.52206 1.54926 3.56465
internal_count=4034 3808 226 147 47 100 70 65 3745 136 117 3609 535 329 123 92 206 206 3074 1900 71 1829 1806 119 1687 245 191 89 102 1174
is_linear=0
shrinkage=0.1


Tree=995
num_leaves=31
num_cat=0
split_feature=1 4 3 0 4 2 0 3 4 4 4 2 2 3 4 4 4 0 3 1 1 1 2 3 1 0 2 3 1 1
split_gain=3.81818e-05 0.000149247 0.00028765 0.00024707 0.000211822 0.000573601 0.000334137 0.00023913 0.000101409 0.00016634 0.00016023 0.000422367 0.00187928 0.00133324 0.00167091 0.0011053 0.000608638 0.000507488 0.00027563 0.000111217 0.000107852 0.000202715 0.000119964 0.000110251 0.000429605 0.00015264 0.000660178 0.00154968 0.000202491 0.000210559
threshold=61.987779113750001 40.467253020850002 0.092075000000000032 85.242941942100018 42.824128352900011 -0.087234999999999993 85.963448721100022 0.090390000000000012 42.779078631750004 43.018222997350009 42.753078181500008 -0.50001499999999999 -0.58287999999999995 0.096010000000000026 40.098777110850008 39.256147742250008 40.316494640950005 97.878695155250014 0.08895500000000002 75.806453904250006 62.00390986255001 62.014663695050011 -0.077085000000000001 0.09180000000000002 62.030794443850006 87.278104746850019 -0.085584999999999994 -0.24663499999999999 64.407391431150018 66.351146659450009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -3 -6 10 -10 11 12 13 14 15 -2 -15 -16 -14 -19 22 -22 -13 25 -25 26 -23 -28 -27 -30
right_child=8 4 3 -5 7 -7 -8 -9 9 -11 -12 20 18 16 17 -17 -18 19 -20 -21 21 23 -24 24 -26 28 27 -29 29 -31
leaf_value=-0.0017976629645835463 -0.031656933149240438 0.00035919313005857714 -5.2834191158813574e-05 0.0019849506917815401 -0.00082957496383793061 -0.0039200153934531388 -0.0018662194710860531 0.0022352844271770248 -0.0020895916303449468 -0.00017884224960775115 0.0018681229792213338 1.1577883327301462e-05 -0.042243111221282936 -0.002487074912708177 -0.10010350639025944 0.099003306360709448 0.046158599216797436 -0.010985454995626077 -0.10007370480808052 -0.052420753986855667 -0.0019298539018839022 9.6909639863260484e-05 0.0015449718189477946 0.0031333605900660333 0.00018321183536700359 0.0014818616073386372 7.8216210115985359e-05 -0.0065194167222421169 -0.001957830357845016 0.00012049188104225859
leaf_weight=0.51482416954266197 0.0013073648919759836 2.011658726763657 1.4161327120793603 1.0260844874228494 0.50627853395824363 0.54185741432682322 1.015163040567131 0.51204658376248213 0.52269763692809634 3.5496041095761508 0.50807549247593797 1.0060775501722505 0.0012719324230227999 0.0049456256922582043 0.002321709631360136 0.0012826014465550095 0.0053589513361025354 0.0010490186905371957 0.0023410812313286455 0.0016936353516799896 0.51474613629216293 5.0313457625774918 1.0351575107534028 0.51992662373231446 9.7511608300718713 1.0343834604335587 1.0045562001465174 0.55144487338403303 0.51491465387152757 9.146167748444908
leaf_count=189 66 109 54 22 207 148 10 21 80 1007 10 20 36 25 6 12 22 4 34 48 14 67 36 14 641 71 12 144 43 862
internal_value=4.25839e-07 -0.000203476 0.000350494 0.00080333 -0.000560597 -0.0009236 -0.000387186 0.000711535 4.47405e-05 -0.000424095 0.000107054 7.73585e-05 -0.0139103 -0.000671572 -0.0322853 0.0330485 0.0228114 -0.0656977 -0.0797149 -0.0365725 8.73798e-05 3.63415e-05 0.000789197 7.30728e-05 0.00033255 -8.11329e-05 -0.000459812 -0.00225998 0.000152096 9.72183e-06
internal_weight=42.2559 7.54405 2.95704 2.44222 4.587 3.56868 3.02682 1.01833 34.7118 4.0723 30.6395 30.1315 0.0215719 0.0179589 0.00765433 0.00258997 0.0103046 0.00506436 0.00361301 0.00274265 30.1099 28.0686 2.04124 27.5539 10.2711 17.2828 6.58735 1.556 10.6955 9.66108
internal_count=4034 760 265 76 495 267 119 228 3274 1087 2187 2177 253 183 136 78 47 58 70 52 1924 1868 56 1854 655 1199 223 156 976 905
is_linear=0
shrinkage=0.1


Tree=996
num_leaves=31
num_cat=0
split_feature=2 4 1 2 0 4 0 3 4 0 3 0 1 3 4 4 2 2 2 0 1 0 1 2 0 1 3 4 3 4
split_gain=4.27236e-05 0.000110594 0.000172054 0.000451477 0.000333746 0.000342468 0.000302812 0.000254211 0.000166201 0.00017197 0.000162634 0.000307522 0.000121305 9.1745e-05 8.84072e-05 9.83765e-05 8.48097e-05 0.000355166 0.000251631 0.000388119 0.000115737 0.000140182 0.000259902 0.000177583 0.000511575 0.00010819 0.000165082 9.21258e-05 0.000294243 0.000246799
threshold=-0.06483499999999999 42.141702038450013 63.705703859100005 -0.053159999999999992 87.278104746850019 41.035283712600005 93.399723909900004 0.10661000000000002 41.147265497500008 94.114853772600014 0.10301500000000002 86.054856297550018 62.272755675600003 0.10608500000000003 42.402981339000007 42.558389508100007 -0.086139999999999994 -0.08786999999999999 -0.081354999999999997 86.692020874450009 75.271450736300025 86.054856297550018 62.00390986255001 -0.094519999999999993 86.89903215050002 62.057679025150001 0.093905000000000016 42.434124620650003 0.079430000000000014 41.385032804600009
decision_type=2 2 2 2 2 2 2 2 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 -2 5 7 -4 10 9 -8 11 -5 -3 -11 -14 -16 17 20 19 -18 21 -1 -23 25 -25 -24 -27 29 -29 -20
right_child=1 12 6 4 -6 -7 8 -9 -10 13 -12 -13 14 -15 15 -17 18 -19 27 -21 -22 22 23 24 -26 26 -28 28 -30 -31
leaf_value=0.00047926443787878897 0.0034452973292365945 -0.0017303297540044787 -0.0023027126169449614 0.0025448420720473076 0.0027843839830351308 -0.0022744893570323535 0.0017797045998907209 0.0017785954161565519 0.0018766976067323042 -7.3132156834410077e-06 -0.0010464614317513194 -0.00044228663952048866 -0.0013786223735240176 -0.0013900954315568224 0.00088698496230885191 -0.00025271192111022512 -0.0036902534652921725 0.0025751061216220134 -9.5968491718503832e-05 0.00013507633147930923 0.00097262784838685447 -0.001501319781910712 0.0010916771918252565 8.1988614732914063e-06 -0.0036323190088043741 0.00013026578865628764 -0.0016803134708191501 -0.00045913695990624462 0.0024638808021061522 -0.0023663838836529287
leaf_weight=3.0505378861413392 0.54167505034092744 0.52313530322324009 0.54230795524465492 0.52132713022808985 0.51939477621681351 0.53156749778271617 0.51768612797968483 1.0229696255701126 0.51486557649884002 6.5712528531512042 1.0452217047568408 1.0168987705455945 0.49819190017805937 0.51761055494177366 1.0113577028089933 3.0159083438059362 0.53487831316363044 0.53468118762985639 4.4386262035945085 0.52612473090924128 1.0374620563595893 1.5193007610105258 1.0087003104563637 1.5021862755529274 0.51948006309997641 6.0595548154826782 0.54921668048488914 1.0000339775276641 0.52527473636777333 0.53666500640176984
leaf_count=621 40 159 125 54 55 85 53 19 65 353 12 25 26 46 19 285 67 56 161 135 766 17 16 8 72 399 128 7 92 68
internal_value=3.90547e-07 0.000112106 0.000258043 0.000712818 0.000395018 9.51078e-05 -1.48653e-05 0.000444374 0.000137906 2.0212e-05 -8.39381e-05 0.000570095 -0.000288617 -0.00010828 -0.000121958 3.34974e-05 -9.01171e-05 4.18255e-05 -0.000365482 -0.00179337 -4.70147e-05 -0.000121463 -0.000285693 -9.40882e-05 -0.000927255 0.000127033 -2.0201e-05 -0.000132428 0.000547471 -0.000340869
internal_weight=42.2541 18.9114 13.8628 5.19905 4.65738 4.13798 8.66372 3.60642 8.12142 7.60655 2.58345 1.53823 5.04859 7.08886 4.52546 4.02727 23.3427 15.7811 7.5616 1.061 15.2464 14.209 11.1584 9.63914 2.02167 7.61747 6.60877 6.5006 1.52531 4.97529
internal_count=4034 1421 932 290 250 195 642 110 517 452 91 79 489 399 330 304 2613 2083 530 202 2027 1261 640 623 80 543 527 328 99 229
is_linear=0
shrinkage=0.1


Tree=997
num_leaves=31
num_cat=0
split_feature=1 1 4 3 3 0 3 2 3 1 2 1 0 0 2 0 4 2 2 4 3 0 4 1 2 0 3 2 2 3
split_gain=4.28197e-05 0.000139654 0.000207602 0.000132262 0.000258001 0.000683787 0.000222021 0.000185318 0.000127026 9.6467e-05 0.000112692 8.03999e-05 0.000148508 7.75177e-05 0.000616554 0.000324457 0.000143575 0.000776617 0.000473216 0.00013846 0.000106229 5.00763e-05 0.000200653 6.26885e-05 0.000413897 0.00369853 0.00645913 0.00351018 0.00152012 0.00041326
threshold=61.987779113750001 61.966271448700006 40.633548727200008 0.092075000000000032 0.10249000000000003 86.643628628100018 0.11082500000000002 0.0023400000000000005 0.083365000000000022 62.00390986255001 -0.077085000000000001 62.020040611300011 85.812895065800021 86.329079026800017 -0.073609999999999995 86.420486603250012 34.41230404325001 0.15844000000000005 -0.073609999999999995 40.80591513400001 0.092075000000000032 86.643628628100018 34.654301448200009 71.015621515800021 -0.026144999999999998 92.313586825200005 0.086555000000000021 0.086310000000000026 0.17076500000000003 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 8 5 -5 -6 -8 -1 10 -2 -11 -13 14 19 -15 17 18 -17 -14 -21 -18 -23 24 -24 26 28 -28 -26 -25
right_child=9 2 -4 4 6 -7 7 -9 -10 11 -12 12 13 15 -16 16 21 -19 -20 20 -22 22 23 29 25 -27 27 -29 -30 -31
leaf_value=-0.0002061416779588282 -3.8374843184627868e-05 0.00015731623915607787 -0.0026880146200433195 0.0041025814946827185 -0.0011641090071386224 -0.0010332070477216033 0.0010904591417385484 -0.00066037211238613664 -0.002131951011662673 -0.00070249867717621969 0.0014472947425861441 0.0016974295601313899 -0.00072035358804627516 0.0018056354833883099 -0.0035654543549438972 -0.023800648086357609 -0.00068152750910014141 -0.070446241755460881 0.050074146413103628 0.0019541401788171747 0.00018855778337536979 0.037966811013870443 6.118257380548701e-05 -6.3207157228381259e-06 -0.059182752710714541 0.00033873701254058899 0.075359077843672337 0.014012328147618165 0.016021342230033941 -0.0028206238518597823
leaf_weight=1.0112342699039447 1.0081400201327997 0.50073172452727444 0.52558093419253638 0.53367414925562495 1.4211123545301236 0.50413758831564337 1.5286420059813166 1.0000394710684757 0.51792360669263215 1.528297060128472 1.034445631692505 0.53162872815224105 1.0169383467655286 1.0304983601358824 0.53054016663918702 0.0018463932214381014 1.0349870633617708 0.0017710489868839885 0.0016348449973268737 0.51546646168662835 1.0055170670057121 0.0013939783915287709 10.706449925813008 13.640646452578922 0.0082125514978795833 0.52743513386917584 0.02172531459655147 0.016343763979875803 0.0039953723489070123 0.54252552267772181
leaf_count=412 31 7 82 59 29 14 42 10 105 49 36 236 18 30 41 94 31 60 43 48 16 19 551 1587 38 86 20 36 27 177
internal_value=3.99914e-07 -0.000215547 -0.00129979 -4.47904e-05 0.000204659 0.00160777 -0.00016401 0.000398043 -0.000858411 4.73282e-05 0.000714027 5.64229e-06 4.03971e-05 1.16161e-05 -0.000465145 6.47371e-05 -2.93781e-06 -0.0165348 0.0108921 0.000182959 0.00078692 3.38342e-07 2.80477e-05 2.59711e-05 0.000201866 0.00280909 0.0287245 0.0490218 -0.0345702 -0.000113972
internal_weight=42.2535 7.54308 1.02631 6.51676 4.98761 1.03781 3.94979 2.52868 1.52916 34.7104 2.04259 32.6679 31.1396 30.6079 3.06846 27.5395 26.509 0.00525229 0.00348124 2.53792 1.52098 26.5037 25.4687 25.4673 11.2842 0.577712 0.050277 0.0380691 0.0122079 14.1832
internal_count=4034 760 89 671 154 73 81 52 517 3274 67 3207 3158 2922 123 2799 2769 197 137 82 64 2572 2541 2522 758 207 121 56 65 1764
is_linear=0
shrinkage=0.1


Tree=998
num_leaves=31
num_cat=0
split_feature=3 3 3 2 0 1 4 0 3 1 0 3 0 2 1 2 0 2 2 2 2 1 2 2 4 4 3 4 2 2
split_gain=5.24227e-05 0.000375406 0.00017195 0.00011381 0.000163132 0.000318261 8.56059e-05 0.000243342 7.02681e-05 0.00049067 0.000200965 8.98175e-05 0.000163004 0.000119513 0.000112841 0.00010518 0.000474333 0.000194951 0.000153476 0.000135247 0.000282313 8.30307e-05 0.000506581 7.75608e-05 0.000144914 7.62899e-05 9.81143e-05 5.97636e-05 5.8477e-05 0.00016879
threshold=0.11531000000000002 0.11148000000000002 0.12535000000000004 -0.032369999999999996 86.054856297550018 61.966271448700006 42.47354681640001 92.501778894350011 0.10507500000000002 61.998532946250002 86.329079026800017 0.093325000000000033 97.674372337300014 0.26336000000000009 61.950140699950005 -0.032369999999999996 85.925810307250018 -0.053159999999999992 -0.070909999999999987 -0.075639999999999999 -0.087234999999999993 62.00390986255001 -0.083064999999999986 -0.10623499999999998 41.092444989200011 43.182896969600009 0.081280000000000019 41.481306584950012 -0.095204999999999998 -0.061874999999999999
decision_type=2 2 2 2 2 2 2 2 2 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 -2 4 -4 -6 7 -5 11 -10 -11 14 15 -14 25 17 -17 18 19 20 23 22 27 24 -13 26 -1 -16 -23 -30
right_child=2 -3 3 6 5 -7 -8 -9 9 10 -12 12 13 -15 21 16 -18 -19 -20 -21 -22 28 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00037970803897885197 -0.0019700169024495073 0.0026919699427825055 5.359130084799663e-06 0.0026259528648828446 0.00025444752474257723 -0.0032749849076500583 -8.7728884762924801e-05 -0.00046694357129937488 -0.0032397684912607565 -0.00050998414891966013 0.0018693961317876159 0.0017537023702318721 -0.0017950582344191191 7.5641952244989352e-05 0.00018085498377436843 6.9486023096542086e-05 0.003728118804499025 -0.001484762810847284 0.0021664484230197001 -0.00072925171627648278 0.0027589465014552055 0.00020762340295696466 0.0032178752019917205 -0.00092276533632188796 -0.00061010154117916511 -0.00014173625892729855 -0.0023404408308468484 -0.0013601484650378355 -0.00060744482228859904 8.9360972766341896e-05
leaf_weight=0.50585086576929617 0.54252000105921983 0.52845462493796347 2.0116168032184021 0.51559624020592332 0.50085254758596409 0.52152454815501714 1.5030947396001009 0.50210934707878607 0.5133036111437862 1.0115228853713842 0.54688719775299777 0.52125887904286183 0.51705161451743942 1.0059181861005746 0.50104240321927196 1.057578492186251 0.53292875203106849 0.5136714639358505 0.53144785629001479 0.8668055997084706 0.52640724309640075 7.0773442589908795 0.53369127110318348 0.51588238406312581 0.51617160845057697 1.0055045098903765 0.5150669895592892 0.50565487946578713 5.1626873223114744 10.642799481265502
leaf_count=244 79 63 25 19 2 67 13 21 19 26 91 50 166 26 59 31 50 17 36 21 33 1079 40 49 56 174 102 30 527 819
internal_value=4.74142e-07 4.62167e-05 -0.000270763 -0.000104802 -0.000517392 -0.00154595 0.000391784 0.0011 6.9717e-06 -0.000558232 0.000325003 4.18681e-05 0.000357534 -0.000559465 -4.29287e-05 0.000607717 0.00129538 0.000333712 0.000602288 0.000320169 0.000757557 1.65673e-05 0.000727221 7.92998e-05 0.000577596 -0.000759997 -0.00136892 -0.000593177 -3.12712e-05 -0.000138243
internal_weight=42.2522 36.1549 6.09731 5.55479 3.03399 1.02238 2.5208 1.01771 35.6265 2.07171 1.55841 33.5548 7.10512 1.52297 26.4496 5.58215 1.59051 3.99165 3.47797 2.94653 2.07972 24.4232 1.54039 1.55331 1.03743 2.02642 1.02092 1.0067 22.8828 15.8055
internal_count=4034 3808 226 147 94 69 53 40 3745 136 117 3609 535 192 3074 343 81 262 245 209 188 2554 129 155 106 520 346 89 2425 1346
is_linear=0
shrinkage=0.1


Tree=999
num_leaves=31
num_cat=0
split_feature=3 3 3 2 4 3 3 3 1 0 0 1 1 3 2 1 4 4 2 4 4 3 2 2 1 2 0 2 0 1
split_gain=4.24507e-05 0.000304684 0.000139072 0.000112863 0.000250724 5.72813e-05 7.25987e-05 0.000123752 0.000637481 9.03954e-05 0.000333515 8.29927e-05 8.26276e-05 0.000116622 0.00176203 0.00413672 0.0039141 0.000809932 5.61809e-05 5.15932e-05 7.60882e-05 6.80376e-05 5.05095e-05 0.000570112 0.000178174 0.000503086 0.00105197 0.000115773 0.000108563 0.000153905
threshold=0.11531000000000002 0.11148000000000002 0.12535000000000004 -0.028049999999999999 42.899217095850013 0.11002000000000002 0.10932000000000001 0.10507500000000002 62.068432857650002 86.103248543850015 85.995710218650018 62.025417527550012 62.00390986255001 0.10249000000000003 -0.083064999999999986 60.613977009100005 40.098777110850008 40.750688432250008 -0.12546499999999997 41.436838994450007 41.319407281650008 0.13377000000000003 -0.06828999999999999 -0.075639999999999999 63.705703859100005 -0.016334999999999999 86.329079026800017 -0.076484999999999984 92.313586825200005 70.389210771400016
decision_type=2 2 2 2 2 2 2 2 2 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 19 -5 6 7 9 -9 10 11 12 13 14 18 17 -17 -16 -1 20 21 -4 23 27 25 26 -24 -11 -26 -30
right_child=2 -3 3 4 -6 -7 -8 8 -10 22 -12 -13 -14 -15 15 16 -18 -19 -20 -21 -22 -23 24 -25 28 -27 -28 -29 29 -31
leaf_value=-0.00033302338961402203 -0.0017707918880552763 0.0024273369233135918 -0.0014058730863671075 0.0023970774182494651 -0.0007390034251922369 -0.0010436329799977356 0.0012091830357501769 -0.0035615329357131182 0.0013600620735842953 -8.8835141244647528e-05 0.0027970320389206615 0.0013288053264362851 -0.00058840946439840441 -0.00024294363102674802 -0.1001202773567067 0.075945435481088466 0.0022926617217761997 0.0031437751278409944 0.0011509258994781245 -0.00068514749372453694 0.00066817893523890971 1.7950345170396496e-05 -0.00087192930282557605 -0.0033447647536076416 -0.0014251833677849674 -0.0014059117715707389 0.0054746202399220531 0.0014470413049908692 0.0017113296692550916 -4.1133200153725293e-05
leaf_weight=0.50780203285343317 0.54316442017878941 0.52751407655167426 0.50204248143842223 0.51883467753990398 0.50119057201936812 0.51214290786123839 0.50733981779876458 0.51846796332392531 0.53450326054627539 14.750674678772388 0.53160227626995027 0.52650610289397581 1.5152758553664205 1.4166332201511975 0.002866074590831629 0.013630734011030654 0.015330163703288324 0.0010334020176838987 0.51271656470379767 2.015492790208282 1.0051397278439251 1.0123797128181866 0.50916144173243061 0.53973437083362696 0.52651218524910071 0.52693528940039946 0.53623286008678406 0.50767893460579117 0.52733885291490956 10.085867419335441
leaf_count=347 79 63 13 40 7 27 13 25 71 1618 40 237 37 19 21 22 41 137 66 30 5 52 17 65 111 53 51 10 76 641
internal_value=4.69969e-07 4.16368e-05 -0.000243588 -9.42609e-05 0.000856161 6.3117e-06 2.16254e-05 4.21548e-06 -0.00106326 3.77148e-05 0.000427964 0.000148829 -7.06106e-06 0.000349578 0.00114643 0.0239387 0.0369581 -0.0727542 0.000412524 -0.00030803 -6.35914e-06 -0.000454058 -3.13196e-05 -0.000150716 0.000117063 0.00111357 0.00238352 -3.77332e-05 -2.35903e-05 4.59415e-05
internal_weight=42.2517 36.1535 6.09824 5.55508 1.02003 35.626 35.1138 34.6065 1.05297 33.5535 5.0434 4.51179 3.98529 2.47001 1.05338 0.0328604 0.0289609 0.00389948 1.02052 4.53505 2.51956 1.51442 28.5101 15.7981 12.712 1.57233 1.04539 15.2584 11.1397 10.6132
internal_count=4034 3808 226 147 47 3745 3718 3705 96 3609 967 927 690 653 634 221 63 158 413 100 70 65 2642 1693 949 121 68 1628 828 717
is_linear=0
shrinkage=0.1


end of trees

feature_importances:
cm5_Hs_min=6539
lst_pka_pred_nshell3=6228
cm5_Cs=6210
atom_v_bur_3_5_Cs=5559
atom_v_bur_3_5_Hs_min=5464

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:[]
