tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=4
objective=binary sigmoid:1
feature_names=atom_v_bur_3_5_Cs atom_v_bur_3_5_Hs_min cm5_Cs cm5_Hs_min lst_pka_pred_nshell3
feature_infos=[66.490946482300004:150.69345512789999] [50.645174261400001:135.21331321279999] [-0.77633000000000008:0.79020000000000001] [-0.79553000000000007:0.70690000000000008] [13.582188368100001:54.915453171400003]
tree_sizes=3329 3338 3332 3353 3334 3364 3346 3343 3390 3377 3359 3376 3386 3381 3343 3363 3383 3362 3371 3386 3368 3405 3378 3378 3375 3392 3368 3389 3377 3393 3388 3360 3383 3391 3379 3357 3361 3384 3347 3389 3400 3346 3362 3353 3386 3389 3362 3381 3383 3384 3385 3382 3360 3374 3359 3390 3378 3380 3383 3384 3364 3391 3378 3348 3411 3371 3363 3392 3394 3394 3391 3377 3371 3392 3367 3351 3388 3386 3375 3373 3437 3354 3357 3421 3373 3368 3364 3395 3385 3362 3391 3361 3437 3370 3391 3371 3369 3391 3405 3371 3363 3389 3412 3364 3400 3374 3377 3370 3394 3396 3403 3382 3404 3420 3393 3422 3402 3374 3383 3367 3381 3385 3388 3383 3398 3372 3422 3390 3400 3435 3374 3420 3419 3400 3395 3392 3407 3434 3398 3401 3421 3419 3411 3414 3398 3419 3397 3419 3383 3398 3430 3388 3413 3389 3385 3402 3392 3385 3406 3426 3422 3410 3432 3412 3409 3417 3428 3429 3440 3411 3437 3423 3410 3424 3427 3376 3420 3398 3420 3381 3402 3434 3410 3448 3391 3418 3413 3410 3440 3404 3411 3426 3425 3400 3437 3437 3424 3420 3426 3427 3416 3427 3434 3407 3457 3450 3398 3435 3453 3432 3427 3426 3387 3433 3459 3436 3432 3438 3442 3451 3383 3456 3440 3426 3423 3428 3440 3434 3419 3444 3428 3412 3435 3443 3428 3429 3414 3441 3452 3429 3434 3429 3442 3446 3440 3402 3443 3467 3444 3434 3419 3461 3417 3428 3440 3433 3423 3431 3438 3440 3444 3467 3481 3434 3419 3444 3428 3471 3408 3435 3438 3452 3433 3431 3473 3468 3446 3465 3464 3451 3409 3478 3443 3475 3458 3478 3459 3417 3454 3447 3440 3476 3464 3465 3473 3432 3457 3455 3460 3420 3440 3431 3435 3493 3452 3476 3454 3463 3460 3447 3436 3478 3462 3460 3433 3407 3440 3450 3435 3444 3445 3422 3455 3454 3445 3460 3447 3472 3457 3423 3496 3430 3477 3459 3448 3458 3464 3473 3456 3435 3442 3468 3472 3466 3461 3449 3478 3479 3469 3471 3471 3465 3484 3471 3450 3471 3478 3457 3460 3466 3496 3465 3472 3506 3469 3477 3497 3498 3492 3456 3467 3467 3446 3480 3494 3476 3463 3500 3474 3481 3500 3482 3500 3503 3485 3459 3456 3520 3501 3438 3519 3514 3493 3489 3464 3521 3506 3485 3469 3469 3487 3503 3485 3479 3485 3460 3477 3481 3483 3467 3499 3491 3454 3474 3492 3462 3513 3464 3489 3513 3511 3479 3514 3506 3512 3511 3484 3478 3489 3468 3456 3501 3491 3482 3508 3497 3484 3497 3499 3483 3522 3489 3513 3522 3469 3503 3505 3501 3505 3509 3484 3527 3478 3493 3495 3517 3512 3524 3498 3488 3496 3480 3461 3499 3463 3483 3502 3511 3536 3508 3508 3525 3518 3531 3479 3501 3512 3514 3499 3516 3492 3527 3495 3436 3513 3490 3529 3486 3522 3472 3505 3497 3483 3510 3504 3508 3538 3506 3463 3535 3516 3528 3529 3485 3497 3492 3519 3493 3533 3515 3500 3509 3507 3497 3540 3503 3502 3512 3541 3526 3543 3522 3499 3511 3532 3537 3519 3543 3525 3504 3488 3489 3508 3551 3529 3497 3533 3553 3517 3493 3522 3543 3525 3542 3552 3534 3538 3524 3546 3496 3508 3509 3531 3542 3520 3551 3554 3509 3527 3520 3527 3517 3527 3514 3542 3532 3527 3518 3507 3529 3531 3536 3555 3525 3546 3540 3529 3498 3508 3557 3514 3521 3528 3536 3540 3546 3557 3561 3530 3544 3549 3524 3542 3514 3530 3550 3533 3548 3531 3517 3536 3574 3568 3505 3563 3556 3548 3536 3534 3532 3568 3557 3574 3579 3533 3547 3549 3560 3521 3543 3589 3556 3569 3574 3533 3556 3544 3539 3516 3521 3529 3571 3552 3583 3576 3550 3559 3555 3576 3526 3581 3549 3549 3549 3525 3562 3556 3553 3555 3580 3580 3587 3550 3526 3532 3547 3575 3565 3566 3562 3568 3589 3576 3574 3561 3588 3602 3548 3529 3585 3571 3570 3560 3570 3560 3583 3558 3588 3567 3564 3543 3558 3586 3582 3565 3539 3572 3572 3569 3595 3579 3596 3575 3580 3571 3583 3547 3552 3602 3595 3574 3565 3574 3581 3582 3617 3584 3564 3591 3569 3583 3584 3568 3583 3568 3599 3575 3584 3607 3559 3604 3569 3572 3606 3600 3586 3575 3586 3556 3573 3613 3607 3574 3593 3600 3592 3588 3613 3586 3590 3550 3557 3582 3586 3608 3565 3618 3594 3595 3586 3604 3572 3595 3593 3583 3624 3613 3596 3603 3595 3581 3570 3623 3604 3586 3607 3596 3607 3612 3623 3586 3619 3590 3594 3593 3594 3607 3571 3599 3607 3578 3625 3632 3597 3596 3589 3621 3587 3572 3590 3588 3610 3612 3636 3602 3590 3609 3622 3628 3600 3642 3640 3613 3609 3611 3605 3625 3618 3614 3632 3628 3636 3615 3590 3642 3611 3605 3642 3633 3636 3592 3619 3620 3632 3592 3596 3624 3642 3601 3590 3603 3653 3595 3602 3600 3629 3619 3614 3618 3620 3631 3615 3616 3600 3611 3606 3614 3628 3654 3608 3641 3616 3630 3600 3615 3657 3637 3653 3610 3586 3648 3632 3603 3619 3629 3656 3637 3629 3617 3625 3626 3628 3634 3652 3609 3626 3626 3638 3627 3639 3623 3620 3633 3642 3637 3638 3645 3628 3640 3635 3633 3634 3646 3607 3645 3657 3653 3637 3638 3646 3652 3658 3624 3626 3653 3666 3663 3684 3626 3659 3653 3666 3646 3660 3640 3670 3633 3640 3659 3663 3640 3644 3660 3654 3633 3663 3647 3653 3639 3649 3666 3646 3646 3665 3628 3600 3663 3651 3599 3645 3628 3658 3662 3691 3664 3640 3683 3666 3681 3676 3673 3662 3647 3666 3642 3684 3671 3652 3686 3675 3675 3666 3648 3657 3682 3672 3664 3660 3660 3673 3655 3672 3656 3674 3661 3655 3666 3670 3692 3659 3687 3663 3684 3669 3664 3661 3661 3683 3653 3649 3678 3681 3675 3675 3644 3675 3673 3665 3691 3678

Tree=0
num_leaves=31
num_cat=0
split_feature=0 0 4 1 0 0 4 4 4 3 1 4 2 2 0 0 2 1 1 2 3 1 3 4 1 4 1 4 0 4
split_gain=236.823 114.264 95.6587 62.4759 71.7605 57.5293 41.9405 38.2654 37.7742 33.2692 32.57 28.7942 26.0637 21.3619 18.3834 18.2864 15.0415 15.5601 14.8955 17.9677 14.5427 14.4079 14.3784 14.0249 12.2152 17.7199 11.7302 11.3123 12.7403 11.1671
threshold=102.84427732220001 75.994645973400011 44.269496632500008 70.182199495350019 86.001087134900004 96.249489528150022 41.872669623500009 38.238138001450004 44.710446918150005 -0.089509999999999992 90.988176966900014 48.315732392000008 -0.12350999999999999 -0.088944999999999996 86.103248543850015 97.900202820250016 -0.156745 86.858705278550005 61.928633034850002 -0.082074999999999995 0.092290000000000025 76.919475570250015 0.086945000000000022 48.008184682100008 88.436830201100022 39.995120105550008 74.292851976800009 45.90502654165001 95.429509798400019 41.621607100200002
decision_type=2 2 2 2 2 2 2 2 2 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 6 9 12 26 24 -5 13 -1 20 16 -4 -9 17 -10 19 -8 -3 -17 27 -24 25 -2 -7 28 -16 -6
right_child=8 2 14 5 29 7 18 15 10 -11 -12 -13 -14 -15 22 21 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.17410087676120301 -0.18661718527334697 -0.13689058689831399 0.020212128873768987 0.068733655021156095 0.12516285378887113 0.045696719241350242 0.096537508269087982 0.120200926328102 -0.14170414687385355 -0.14119151669138311 -0.16413535435496029 0.028879190724600483 0.090186402743075239 0.12605517900469376 -0.15314118418701159 -0.056854135864230132 -0.20000000189090586 0.077403596920048334 -0.11915231989367701 -0.14170414687385366 0.092751409527892376 0.058677118542467592 -0.11019567658489991 0.11969070589333815 -0.200000001890906 -0.056084023070378665 -0.11755767382681646 -0.18724264701720156 0.071920621615610761 0.077964080409354708
leaf_weight=33.458037480711937 21.583246737718582 9.1537731140851957 13.116654023528097 9.6735248118638975 151.90059810876846 5.8780726045370129 8.7665189355611783 37.887068778276443 4.9548056721687344 34.381304413080215 16.107484832406044 8.8339722305536252 51.759561032056808 10.630518391728399 6.1641468405723554 14.124839842319487 4.9885323196649578 9.3711895197629911 25.008910357952118 4.9548056721687308 3.9466198533773413 45.781513020396233 6.4327554851770383 4.5175637900829315 42.326940894126892 20.070365741848946 17.517981350421906 22.641420260071754 4.2489551454782486 74.81834851205349
leaf_count=210 139 53 49 30 359 20 24 92 29 201 99 32 146 25 37 67 33 28 139 29 11 148 35 11 280 95 97 146 13 223
internal_value=-2.08e-09 0.0267192 0.038842 0.0529668 0.0780807 0.00276631 0.00912547 0.0383413 -0.122254 -0.0950963 -0.0494704 -0.131702 0.0582948 0.0122081 -0.0836966 0.0658258 -0.0504521 0.00162273 -0.0732164 0.0105078 -0.0677087 0.0314369 -0.114669 -0.0153558 -0.162166 -0.123721 -0.0765413 -0.147569 -0.0613071 0.109587
internal_weight=725 594.967 552.675 495.553 330.309 165.244 103.59 121.189 130.033 44.0548 46.0525 42.292 64.86 29.945 57.1215 97.7934 19.3145 14.326 38.7302 13.7213 13.1004 59.9064 44.0048 10.9503 83.9806 41.6536 23.3961 33.0545 10.4131 226.719
internal_count=2900 2172 1930 1639 984 655 402 424 728 231 214 242 210 115 291 307 90 57 192 53 64 215 242 46 514 234 117 196 50 582
is_linear=0
shrinkage=1


Tree=1
num_leaves=31
num_cat=0
split_feature=0 0 4 1 0 0 4 4 4 3 1 2 1 4 3 3 0 0 0 0 1 1 2 0 3 1 4 4 1 4
split_gain=193.094 93.052 77.7942 50.7888 60.9898 46.7785 38.4053 31.069 30.9499 27.1031 26.5827 23.91 23.673 23.5997 18.5617 24.3039 17.8279 15.0355 14.9156 14.0439 19.2073 21.3075 13.4544 11.847 11.7856 11.681 11.4003 11.1676 10.1967 14.6494
threshold=102.84427732220001 75.994645973400011 44.269496632500008 70.182199495350019 86.530713386650021 96.249489528150022 41.872669623500009 38.238138001450004 44.710446918150005 -0.089509999999999992 90.988176966900014 -0.058529999999999992 62.245871094250013 48.315732392000008 0.075065000000000021 0.078505000000000019 84.95796538030001 86.103248543850015 97.900202820250016 90.837623311600012 67.649671936450019 66.697957758300021 -0.22984499999999999 108.08677067655002 0.086945000000000022 76.919475570250015 48.008184682100008 41.986601436450009 88.436830201100022 39.995120105550008
decision_type=2 2 2 2 2 2 2 2 2 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 6 9 12 -7 28 -5 14 -8 22 -1 -10 -16 -14 -4 -9 -6 21 -21 -3 -17 -19 27 -26 -20 29 -2
right_child=8 2 17 5 19 7 11 18 10 -11 -12 -13 16 -15 15 23 -18 24 25 20 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.1579253363135141 -0.16947646810803413 -0.034813733025917996 0.018192848092093882 0.061936088736242595 0.12776936217766208 -0.069084461729084654 -0.0038138562018178879 0.10858656749406013 0.11616146204855429 -0.12773023151453231 -0.14875597264889776 -0.15291719594417777 -0.19717405104030239 0.025996893295483822 -0.1906027927189923 0.1243336505880426 0.056006785583080379 -0.13382172298743375 0.0040211531076855562 0.07711953822851686 0.10224237454851381 -0.16705205945620005 0.095749408276584083 -0.080508227983584257 -0.099488652801536848 0.052856566645852511 0.10812222232086982 -0.1944731788973231 -0.18187306443752263 -0.050516788441094002
leaf_weight=33.205773755908012 21.39641672372818 8.8677425235509855 13.115314647555349 9.662108436226843 125.98193211853504 23.332601562142372 41.273546859622002 37.750547468662262 10.742432162165644 34.210524618625641 15.999484375119208 14.544933483004568 5.7243090569972974 8.8321304023265821 7.3593158274889019 6.9644339829683286 5.4095636606216431 32.815734952688217 10.186247527599333 8.0217678397893888 41.262928649783134 6.4455545842647544 71.77985180914402 4.7483791261911392 6.4132664501667005 45.742129296064377 4.5014229118824005 3.9271845817565909 41.906479001045227 20.054591596126556
leaf_count=210 139 40 49 30 277 117 168 92 26 201 99 89 38 32 49 16 17 196 41 23 104 39 189 24 35 148 11 26 280 95
internal_value=-7.75161e-06 0.0241255 0.0350673 0.0478124 0.070493 0.00249374 0.022743 0.0345818 -0.1108 -0.0859599 -0.0447731 -0.0426665 0.0625229 -0.119283 0.0110275 -0.0481895 -0.0741622 -0.0757171 0.0593631 0.109279 0.0674806 -0.031665 0.0813931 0.0412907 -0.103882 0.0283182 -0.013866 -0.0512116 -0.147089 -0.111922
internal_weight=722.179 593.007 550.969 494.123 329.312 164.811 147.6 120.939 129.172 43.8726 45.814 55.8185 91.7815 42.0379 29.8146 19.0721 11.1339 56.8457 97.6061 181.712 55.7303 14.4673 80.6476 11.7128 43.7304 59.8556 10.9147 14.1134 83.3575 41.451
internal_count=2900 2172 1930 1639 984 655 541 424 728 231 214 257 284 242 115 89 55 291 307 443 166 62 229 40 242 215 46 67 514 234
is_linear=0
shrinkage=0.1


Tree=2
num_leaves=31
num_cat=0
split_feature=0 0 4 1 0 4 0 4 4 3 4 1 3 1 4 2 2 2 3 3 1 3 2 2 2 1 2 0 1 4
split_gain=159.134 76.8664 75.7123 54.0196 37.1218 28.7131 28.5328 25.9081 25.1416 23.995 33.4776 22.1107 22.0261 21.9856 17.619 15.5838 13.9342 14.0451 18.3428 13.4018 13.3397 12.6616 14.6821 16.9302 10.8165 11.7184 9.84439 9.48517 9.16988 14.5907
threshold=102.84427732220001 84.280473931450004 44.421469061800003 70.182199495350019 96.249489528150022 42.049402686800001 86.20003303655001 44.710446918150005 38.238138001450004 0.099780000000000021 48.315732392000008 61.917879202350001 -0.089509999999999992 90.988176966900014 43.32600771660001 -0.088944999999999996 -0.069554999999999992 -0.085734999999999992 -0.115385 0.080375000000000016 70.343506983200015 -0.22831499999999999 0.06041500000000001 -0.030145000000000002 -0.156745 86.858705278550005 -0.02852 97.550703263350016 82.844837289750004 39.995120105550008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 5 12 16 11 28 26 10 -1 -7 -5 15 -13 24 17 18 -3 -4 -21 -10 23 -23 25 -9 27 -6 29 -2
right_child=7 2 19 4 8 6 -8 13 21 -11 -12 14 -14 -15 -16 -17 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.1247441550114617 -0.17004069880766304 -0.1019337750212172 -0.12718064549753161 0.055923286442353781 0.019764546653324853 0.10945614988864463 0.072155607908340677 -0.12519811115031521 -0.13153610626548845 0.062495376202626733 0.059218307329936895 -0.14100241974740785 -0.11576462376936394 -0.13638331006617838 0.029867907914867122 0.10774819387231314 0.11775900216809024 -0.020813007021609681 0.095939848228804275 0.049036943763193105 -0.11625530986837312 0.048723640297817269 0.11927164016385408 -0.141698356892761 -0.17300058303298693 0.065988769364044186 0.026852349331221888 -0.15807309522355362 -0.15354614162050473 0.0061033328338167617
leaf_weight=55.949903726577759 8.6420260071754473 5.0086525827646247 28.286171495914459 9.6323491930961591 4.1144897639751461 7.3997260779142371 53.828789979219437 4.8927852809429195 3.5684814006090155 11.758785039186476 12.016930237412451 18.512234732508663 33.322765290737152 15.719594582915304 8.9531484395265561 10.508496925234796 114.90641507506371 15.615714609622954 72.452927872538567 11.638413101434709 8.4110475629568082 59.447520837187767 29.159328579902649 5.0670091211795798 4.8433445692062369 9.2987162172794324 8.065237805247305 11.063842788338659 62.788944989442825 10.316312864422796
leaf_count=336 59 26 172 30 16 19 155 29 20 37 38 112 198 99 33 25 256 63 183 40 49 192 66 30 33 28 31 70 413 42
internal_value=-2.58214e-05 0.0218939 0.0362087 0.0487158 0.00255187 0.0741477 0.0265084 -0.101535 0.0310078 -0.0693997 -0.0922185 -0.043967 -0.0772649 -0.0408386 -0.0853022 0.00999933 0.0944633 0.0657041 0.0831454 -0.0828492 -0.0203056 0.0533411 0.0603839 0.0337678 -0.0439645 7.35204e-05 -0.062426 -0.109865 -0.135143 -0.0741907
internal_weight=715.19 588.18 508.454 460.119 163.441 296.678 88.6939 127.01 120.486 79.7256 67.9668 34.8651 42.9551 45.2629 27.4654 29.5433 207.984 93.0773 77.4616 48.3356 20.0495 97.2423 93.6739 64.5145 19.0348 14.1915 23.2436 15.1783 81.7473 18.9583
internal_count=2900 2172 1761 1500 653 847 319 728 425 411 374 164 228 214 145 115 528 272 209 261 89 308 288 222 90 57 117 86 514 101
is_linear=0
shrinkage=0.1


Tree=3
num_leaves=31
num_cat=0
split_feature=0 0 4 1 0 0 4 4 4 1 3 1 4 4 3 3 1 0 1 1 0 2 3 3 2 1 1 1 4 4
split_gain=132.142 66.0796 51.8686 34.5014 43.1037 31.5972 27.1199 21.941 20.6924 20.1285 18.5091 18.3514 16.3631 15.4804 14.1826 18.2035 13.0572 12.2259 15.7406 17.2404 11.7258 11.4518 16.0069 9.72647 10.8332 9.44674 8.99529 12.6336 16.4605 10.4845
threshold=102.84427732220001 75.994645973400011 44.269496632500008 70.182199495350019 86.530713386650021 96.249489528150022 42.178283198950005 44.710446918150005 38.238138001450004 63.910026677050006 -0.089509999999999992 90.988176966900014 48.315732392000008 43.279086095950007 0.075065000000000021 0.078505000000000019 73.365333921800001 90.837623311600012 67.649671936450019 66.697957758300021 97.900202820250016 0.049615000000000013 0.080375000000000016 -0.17732499999999998 -0.23771499999999998 77.52437864960001 78.285212300550015 81.188747081400024 39.468990633150007 42.072181850200003
decision_type=2 2 2 2 2 2 2 2 2 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 6 10 9 -2 16 -3 -5 14 -1 -8 -9 -16 -7 -6 19 -19 -10 22 23 24 -4 -18 29 -28 -29 -22
right_child=7 2 21 5 17 8 13 11 20 -11 -12 -13 -14 -15 15 -17 25 18 -20 -21 26 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.13649993136272509 -0.12524195864768178 0.060686866296050392 -0.12086433499923702 0.050565900654299938 0.10905237261521061 0.084147556102854473 -0.08618328518322349 0.10171097896698048 0.092893104007179053 -0.11033534280275346 -0.10718309941440485 -0.12610398997010494 0.017539072988938517 0.035314209865381953 -0.17008135678781861 0.033933006395163411 -0.17656378409461282 0.061428789012850454 0.084223488921446876 -0.15887776763209815 0.002780185088764093 -0.17476805812469498 0.031432889834528507 -0.13707492773700131 0.063991687131256081 -0.03075748874805085 0.091519786288467186 0.084492434423935933 -0.13524931458763562 -0.17768241434757276
leaf_weight=31.805060252547264 79.519705012440681 91.43503300845623 5.9296244829893112 9.5898103863000852 123.03593242168427 5.1172698438167599 30.710712522268295 10.546654224395754 37.042754575610161 7.441990688443183 33.147276997566223 15.321251958608626 8.8052852451801282 15.924835488200186 7.0484689176082638 11.524361446499823 8.1390797793865222 7.893333435058592 40.348957195878029 6.4586956053972244 16.610175818204883 7.7889963984489432 17.707911223173141 17.364102005958557 6.8124818056821841 9.7864897698163968 25.192712113261223 6.6615074276924116 6.9817170351743698 3.9933949857950202
leaf_count=210 514 276 37 30 277 15 165 26 92 43 201 99 32 57 49 40 55 23 104 39 65 53 66 112 23 47 66 18 39 27
internal_value=-4.89528e-05 0.0199266 0.0291597 0.0396372 0.058524 0.00201197 0.0181662 -0.0937906 0.0283989 0.0478149 -0.0717857 -0.0375133 -0.103101 -0.044695 0.00909884 -0.0434913 -0.0567408 0.0915647 0.0522306 -0.0377135 0.0487327 -0.062327 -0.0440102 -0.0883845 -0.0220323 -0.0969606 0.021212 0.0495471 -0.0279571 -0.0321972
internal_weight=705.686 581.725 541.115 485.512 323.249 162.262 145.513 123.96 119.525 98.877 42.7371 44.4407 40.6103 46.6355 29.1195 18.5728 23.0428 177.737 54.701 14.352 96.4823 55.6031 47.8141 30.1062 12.7421 17.9256 59.4395 38.8359 13.6432 20.6036
internal_count=2900 2172 1930 1639 984 655 541 728 424 319 231 214 242 222 115 89 117 443 166 62 307 291 238 172 60 102 215 123 57 92
is_linear=0
shrinkage=0.1


Tree=4
num_leaves=31
num_cat=0
split_feature=0 0 1 0 0 1 4 3 1 4 4 4 1 0 1 3 3 2 0 2 2 2 3 1 1 2 0 2 4 1
split_gain=111.724 53.6792 46.6687 36.1995 33.6079 31.4662 23.3879 19.0052 18.8752 17.8854 17.8668 15.9402 15.3414 12.7953 16.892 9.99476 8.97286 17.6446 16.5066 9.25795 8.71782 16.9301 16.5884 8.45305 7.53233 7.27216 7.14572 6.67407 10.5437 11.7281
threshold=104.3578792496 75.309089150100007 70.343506983200015 95.429509798400019 85.716110573100011 61.993156030000002 38.238138001450004 0.075065000000000021 90.740838818900016 40.742467179200005 42.049402686800001 44.921040431000009 71.787208999250012 97.900202820250016 75.465019721650009 -0.15148999999999999 0.088165000000000021 -0.23378499999999999 86.692020874450009 -0.101965 -0.072569999999999982 -0.085734999999999992 -0.115385 72.953999827850012 64.434276012450013 -0.23871499999999998 88.232507383150008 0.072320000000000023 38.592454371550012 63.910026677050006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 4 15 5 -3 23 8 9 -2 20 -1 -8 25 -15 -4 17 -12 -18 -19 21 22 -6 -5 -21 -14 -20 -22 -29 -30
right_child=7 2 3 6 10 -7 12 -9 -10 -11 16 -13 13 14 -16 -17 18 19 26 24 27 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.14398023907378232 -0.11402999319068415 0.03352773514464532 0.0028094502777348124 0.027534642316178345 -0.1008379793065102 -0.098950849608174823 -0.091625486714164636 -0.12811812346291934 -0.13279515304949296 0.075544115426478126 -0.12074840071258426 -0.0034515926615102002 -0.027510929532228431 -0.13981888409487717 0.02599851753066279 -0.12037770635227529 -0.10270633870129918 0.12222717272446004 0.10800637068505559 0.060990024673479949 0.11541963857606191 -0.055102464509373006 0.08826213998070509 -0.10290217548807999 -0.064714980809199546 0.095170449680403724 -0.012397495152387646 0.11658697867764067 0.095017591865026299 -0.08552429354350316
leaf_weight=25.479652568697929 7.2383809536695507 54.374241933226585 8.1726219207048398 6.3924352824687984 4.998140037059783 26.748799368739128 10.227396160364149 66.36511455476284 13.401385948061941 15.927520394325255 5.3720562309026709 11.814291357994078 5.5422353446483603 6.7390791028738013 69.526024520397186 33.932127133011818 13.097768202424048 19.979443281888962 8.968888849020006 21.134463906288151 75.269125714898109 11.75077401101589 64.555227965116501 22.302171304821968 6.1550021767616263 37.691935464739799 10.9431314766407 15.660386189818384 6.7083438336849195 7.7605913281440735
leaf_count=180 49 193 33 24 26 152 60 446 94 49 34 50 23 42 254 220 73 45 20 64 159 53 162 136 31 97 44 33 16 38
internal_value=-7.21138e-05 0.0166656 0.024483 -0.0140516 0.0463436 -0.0101546 0.00785242 -0.0962221 -0.0383348 0.0163101 0.0631722 -0.0994624 0.0259231 0.0359836 0.0113463 -0.0964668 0.0253569 0.0509876 -0.0155164 0.0705051 0.0805201 0.055917 0.0746733 -0.0738441 0.0326379 0.0794438 0.0418355 0.0994988 0.0597255 -0.00181827
internal_weight=694.229 591.296 554.002 200.526 353.476 81.123 158.421 102.932 36.5673 23.1659 272.353 37.2939 129.727 119.499 76.2651 42.1047 85.6508 52.641 33.0098 47.2689 186.703 81.3041 69.5534 28.6946 27.2895 43.2342 19.912 105.398 30.1293 14.4689
internal_count=2900 2262 2032 889 1143 345 636 638 192 98 798 230 476 416 296 253 311 174 137 140 487 241 188 160 95 120 64 246 87 54
is_linear=0
shrinkage=0.1


Tree=5
num_leaves=31
num_cat=0
split_feature=0 0 1 0 4 2 2 4 4 0 2 3 4 0 0 1 2 0 1 3 2 4 4 3 2 2 2 2 3 3
split_gain=93.5094 44.7879 38.4747 30.1886 28.0802 19.392 22.6739 18.2277 17.7512 15.4787 17.9012 15.1788 14.0502 13.953 13.557 22.074 13.0761 16.9069 13.0195 13.5486 21.0497 13.7612 12.7734 12.6634 11.8391 11.4843 10.416 12.3401 12.6609 9.26232
threshold=104.3578792496 75.309089150100007 70.343506983200015 95.429509798400019 41.919251152600005 0.68694500000000025 0.22542000000000004 38.703421923500009 42.406961525800007 86.20003303655001 -0.082885 0.075065000000000021 44.921040431000009 113.28087178455002 84.95796538030001 61.767325547050007 -0.088944999999999996 116.55541378745001 71.787208999250012 0.092290000000000025 -0.59309999999999985 42.526729949000007 44.269496632500008 0.080515000000000017 -0.15818499999999999 -0.092289999999999997 -0.072569999999999982 -0.085734999999999992 -0.22588499999999997 -0.15959999999999999
decision_type=2 2 2 2 2 2 2 2 2 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 4 29 14 6 7 -5 -2 10 -6 13 -1 -10 15 -3 -13 -18 -9 21 -21 -20 -11 -24 -23 -26 27 28 -16 -4
right_child=8 2 3 5 9 -7 -8 18 11 22 -12 16 -14 -15 26 -17 17 -19 19 20 -22 24 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.13602828349487298 -0.13153899243437314 0.047889522101723619 0.008169303507532779 -0.06451423793999117 0.0066887032110203443 0.15979293062846078 -0.15671727340138239 -0.082904530560617029 0.10186778635912563 0.05704753354354445 -0.11223015889345955 -0.15584878015195322 -0.0031067229762419858 -0.072623076229884606 -0.12462859048889861 -0.16490326043117676 0.058348682983841327 -0.15288207540274407 0.095594592656998933 0.10257813001774851 -0.075829989034320283 0.089205412216363966 -0.15435741554104945 0.032607321672244935 -0.17087507835178586 0.007063963648734975 0.093840467124861202 -0.04270481862070416 0.072689877621118545 -0.11236423653423074
leaf_weight=24.331421852111816 50.113148406147957 20.693182483315471 7.8927507847547522 27.316717028617859 36.784866735339165 7.9009021669626227 8.7958819568157178 9.9206607639789564 10.319393560290338 57.598745584487915 19.300048798322678 15.282817736268045 11.813251242041586 8.2435508519411069 3.4146326035261145 6.3772964328527442 9.4787295758724195 6.3128495663404456 44.03251089155674 9.7083365172147769 20.743997886776924 10.788620635867114 6.3130349516868582 8.5008165091276151 5.0675392895936957 12.760718509554872 108.45616026222706 12.975647255778311 68.204324275255203 33.161350980401039
leaf_count=180 368 68 31 150 149 13 57 59 26 170 118 112 50 49 19 45 36 47 112 24 103 32 46 31 36 50 257 57 183 222
internal_value=-8.74427e-05 0.0152242 0.0223518 -0.012841 0.0423488 0.0071194 -0.00096897 0.0087927 -0.0895549 0.00520311 -0.0342339 -0.0471685 -0.0925852 0.0243788 0.0640329 -0.00224046 -0.0899087 -0.026093 0.0265105 0.0370386 -0.0189527 0.0605084 0.0357478 -0.0470691 0.00652162 -0.0435138 0.0733261 0.0470252 0.0632822 -0.0891914
internal_weight=682.604 582.853 546.709 198.09 348.619 157.036 149.135 140.339 99.7505 128.498 56.0849 49.6373 36.1447 18.5629 220.121 27.0705 31.0744 15.7916 113.022 103.102 30.4523 72.6494 72.4126 14.8139 28.6169 17.8283 193.051 84.5946 71.619 41.0541
internal_count=2900 2262 2032 889 1143 636 623 566 638 514 267 270 230 75 629 113 195 83 416 357 127 230 247 77 118 86 516 259 202 253
is_linear=0
shrinkage=0.1


Tree=6
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 0 4 4 0 4 1 4 2 0 3 4 1 2 2 2 1 4 2 4 1 0 3 4 0 3
split_gain=79.0954 35.138 41.1877 23.9088 23.4034 23.367 23.4659 13.091 13.0328 12.5086 11.7779 11.7414 13.5651 11.6122 10.5071 10.2825 10.0682 9.13857 23.2238 13.3238 17.7759 16.2396 12.7555 8.69575 12.7067 8.3046 7.98005 7.78908 7.23971 6.95334
threshold=87.33187390945001 75.309089150100007 70.343506983200015 85.716110573100011 61.993156030000002 94.550383989750017 38.238138001450004 51.779769178100004 93.972365491700018 44.921040431000009 71.787208999250012 41.621607100200002 -0.024989999999999998 86.866770652900016 0.099425000000000027 41.495754733000005 71.225321249950014 -0.24103499999999997 -0.59511499999999995 -0.15895000000000001 81.524804347700012 42.406961525800007 -0.14581999999999998 42.599563320500003 80.468240302450013 94.776214472700005 0.07870000000000002 40.21994457600001 97.900202820250016 -0.112455
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -4 16 10 11 -1 15 -5 -13 -14 -15 -8 -7 18 -12 -19 22 -22 -21 -24 28 -10 -2 -20 -25 -6
right_child=26 2 5 8 29 6 7 -9 25 -11 17 12 13 14 -16 -17 -18 19 27 20 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.12930440715116467 -0.072057411358547388 0.028386973026436387 -0.11809011141126949 0.0757919751782032 0.0039058438305720569 0.067912899024111018 0.050826417729815498 -0.14901478936572321 -0.11011593319130407 -0.0027962915895007297 0.065255167531412375 0.047862481542113804 -0.18515812929211467 -0.084368858434335961 0.11506756790702531 -0.11339066141612826 -0.092406697185479711 0.11914439160021875 -0.021453958592103896 -0.16807134432666021 -0.14961765022947698 0.024587166794015656 0.068507558586562642 0.0076716900204356108 0.12594986477687789 0.035854347216303484 -0.14365386873406555 -0.18420037510478171 -0.14703741669331719 -0.11656489355279648
leaf_weight=23.100654661655426 31.498318068683147 53.943550199270248 20.426026493310928 154.43526118993759 6.3380331397056606 4.400509610772132 5.5589947700500515 5.0017555058002463 7.6109791994094831 11.812258958816527 12.83017720282078 77.786127358675003 4.7332229018211356 6.0397628694772703 4.695194348692894 12.13956645131111 35.667746141552925 16.653542146086693 4.6064683198928824 2.742413491010665 10.205011904239656 11.250963404774664 62.439284443855286 6.2839009016752261 4.7655065655708304 7.9882860779762268 30.780492633581161 8.1327919960021955 5.8319559618830681 19.629018098115921
leaf_count=180 205 193 140 401 30 15 26 38 43 50 39 251 33 31 10 81 233 42 20 20 69 44 181 25 10 29 245 57 37 122
internal_value=-0.000118796 0.0108919 0.0168351 0.0387489 -0.0091603 -0.016016 -0.00601669 0.0103451 0.0532898 -0.0865023 0.0152219 0.0588733 0.0308548 -0.0546734 0.00285951 -0.0618112 -0.0747995 0.0245766 -0.0297095 0.0361272 0.0227719 -0.0582691 0.0439607 0.0512914 -0.012386 -0.0353655 -0.107443 -0.125352 -0.0667974 -0.0871604
internal_weight=669.328 607.049 572.136 343.199 79.9106 228.937 208.511 168.442 263.289 34.9129 163.441 247.69 93.2543 15.4682 10.735 17.6986 40.0683 145.742 25.5694 120.173 103.519 21.456 82.0631 79.3206 16.8814 15.5993 62.2788 12.7393 12.1159 25.9671
internal_count=2900 2450 2220 1143 345 1077 937 689 798 230 651 726 325 74 41 107 248 544 116 428 386 113 273 253 72 72 450 77 62 152
is_linear=0
shrinkage=0.1


Tree=7
num_leaves=31
num_cat=0
split_feature=1 0 4 1 4 4 0 4 0 2 0 0 2 0 1 4 2 2 4 1 2 0 3 1 0 4 0 1 2 3
split_gain=67.1439 31.1223 30.0656 19.8388 22.2881 20.5392 19.88 19.3663 13.927 12.7206 11.9561 14.3668 13.2093 10.6259 17.2268 10.485 10.3226 21.261 9.00332 8.87512 8.87372 9.69096 10.7724 8.66527 8.29672 9.57771 8.00474 13.6531 7.8806 8.01466
threshold=83.715897724050009 75.994645973400011 49.110028829250005 69.873026810350026 41.919251152600005 38.238138001450004 92.031298721500022 44.710446918150005 122.45926784190002 -0.033594999999999993 86.20003303655001 92.652332549650012 -0.082885 84.95796538030001 61.767325547050007 48.315732392000008 0.68694500000000025 0.24816000000000005 34.823977857500005 80.468240302450013 -0.088944999999999996 104.3578792496 0.074640000000000026 68.321786469100019 79.882156430000023 38.703421923500009 98.201310130900012 75.645146416450004 -0.069554999999999992 -0.22588499999999997
decision_type=2 2 2 2 2 2 2 2 2 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 13 9 -7 -2 20 18 12 -12 -6 14 24 -1 17 19 -5 26 21 -9 -23 -13 -3 -26 -8 -28 29 -15
right_child=7 2 -4 5 10 6 16 8 -10 -11 11 23 -14 28 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.10891280326401453 -0.12066463411811378 0.11799918082588755 -0.11866316523321999 -0.013683913480064182 0.0046235970240103659 -0.15602097734884901 0.027224091483509263 0.10361466955660291 -0.14060006863380578 0.0088734462784198463 0.052094731687354491 -0.1790567735134827 -0.1001127553124446 -0.083837890217828198 -0.15233207933934462 0.016728896379109768 0.12648078240868502 -0.18766577397319326 -0.14407295756336999 0.073428891163456786 0.10040904166364306 0.05699219132818422 -0.14600651768719974 0.0080995337559016979 0.052466143735792219 -0.15059707506648892 -0.17354042577999251 -0.0031753780965313181 0.087806885570769488 0.052552330418003446
leaf_weight=27.075548604130745 52.694205708801746 8.4176758527755791 15.60561481118202 7.3798503354191807 35.435391172766685 6.6197064444422713 82.172152422368526 4.1127182319760367 7.4535978138446799 14.763102777302263 56.331942550837994 4.591488838195799 18.239813908934593 4.5745925903320304 5.8469672054052344 8.8010325133800489 8.7418779134750348 5.0184218361973754 18.751336582005024 26.998878203332424 8.1813905537128448 4.0136721283197385 7.4969012439250946 5.3638275563716888 6.9454137384891492 3.4898212403059006 5.545801915228366 30.992074362933636 91.308615788817406 74.048900231719017
leaf_count=210 416 19 112 39 145 50 322 11 61 69 170 33 115 23 44 32 18 35 137 81 25 13 59 23 21 20 39 124 219 215
internal_value=-0.000150882 0.0120849 0.0181075 0.0221997 0.0380191 -0.0018443 0.0137866 -0.0836727 -0.0213128 -0.0653281 0.0041155 0.0325237 -0.0309677 0.0589157 -0.00237085 -0.0780911 0.0208355 0.0147083 -0.107249 0.0216783 0.0160378 -0.0281446 -0.075222 -0.0782188 0.0441375 -0.0154436 0.00990843 -0.0290338 0.0678238 0.0446167
internal_weight=657.012 573.06 537.183 521.578 314.594 206.983 166.089 83.9525 31.2583 40.8943 119.962 66.2873 53.6752 194.632 24.6999 35.8766 159.469 150.727 26.1312 145.709 23.8047 15.6233 11.5106 9.95532 18.8529 10.4352 118.71 36.5379 169.932 78.6235
internal_count=2900 2315 2073 1961 1047 914 669 585 169 245 486 226 260 561 104 242 619 601 176 566 108 83 72 56 60 41 485 163 457 238
is_linear=0
shrinkage=0.1


Tree=8
num_leaves=31
num_cat=0
split_feature=1 0 1 0 4 4 2 2 2 2 3 4 3 2 3 1 4 3 1 0 2 2 3 0 4 2 1 3 3 3
split_gain=58.0296 25.1277 28.3381 18.1475 17.1863 17.0703 12.2237 16.3715 11.9357 12.7152 10.9122 10.4026 9.67099 10.0271 12.5242 15.7251 13.6123 12.8452 9.47385 10.2846 9.48326 9.32813 20.3661 9.32777 9.2277 9.01204 14.9473 8.12656 12.1527 9.66275
threshold=87.33187390945001 75.309089150100007 70.343506983200015 94.550383989750017 37.572218886150004 41.621607100200002 0.06041500000000001 -0.0039949999999999994 0.090855000000000033 0.68694500000000025 0.087605000000000016 44.921040431000009 -0.22125500000000001 -0.053019999999999991 0.083565000000000014 86.858705278550005 40.259171735100004 0.095845000000000027 75.085947125300024 102.21786657775002 -0.096499999999999989 -0.13820499999999999 0.083905000000000021 97.738895332450014 44.611732354850012 -0.0023999999999999998 66.447931152150019 1.0000000180025095e-35 0.087725000000000011 -0.24523500000000001
decision_type=2 2 2 2 2 2 2 2 2 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 5 -4 23 21 7 12 -8 10 24 -1 -6 14 15 -14 17 -16 20 -20 -18 22 -3 -5 -10 27 -27 29 -29 -7
right_child=-2 2 3 4 6 25 8 -9 9 -11 -12 -13 13 -15 16 -17 18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.1190009283940863 -0.096587911933413831 -0.095752031337533683 -0.10648171821222606 0.0056076920590789727 0.073587870256540192 0.037831422429759697 0.14028822421503823 -0.16453646860831062 -0.17390348222535801 0.11640065172948277 0.044794321520450452 -0.0010429921561241598 -0.10709000285527726 0.068632143440710308 -0.012037572778760922 0.11223485892823724 0.047779712646295512 -0.19099386590704681 0.083730977660837369 -0.043637693990200115 -0.12250493241182148 0.062446647935259558 0.063554093418299318 -0.11427365674555207 0.037514902802798518 -0.13219731595784676 0.071347994038971962 0.061419317446159576 -0.0070202072448469618 -0.096994474349272011
leaf_weight=20.711742840707302 56.921709001064301 12.684720195829867 19.194710172712803 9.6270502284169215 15.771771706640719 9.18981981277466 11.712185360491274 6.3236451819539061 6.2029102221131378 9.4555148407816869 10.629843614995478 11.699521109461783 24.420370526611809 14.074397847056387 11.720877513289453 3.7742644920945159 6.0665410310029984 6.0975907817482939 28.11687433719635 8.1851090863347036 7.0957040861248952 156.79376586526632 21.84534128755331 19.920889586210251 3.0943278595805168 10.757115341722967 5.4283767491579047 51.603101313114166 52.181591972708702 12.608952306210993
leaf_count=180 450 71 140 46 49 34 21 46 45 21 39 50 161 46 54 9 25 44 74 43 49 439 62 153 12 71 16 157 217 76
internal_value=-0.000185474 0.0091629 0.0141647 -0.0135566 -0.00473925 0.0325976 0.0073158 -0.00754667 0.0549277 0.0209022 -0.0244124 -0.0764216 0.000374816 -0.0101654 -0.021781 -0.0777302 0.00166431 -0.0732775 0.0286606 0.0550128 -0.0440199 0.0520846 0.00503252 -0.075215 -0.103539 0.00629904 -0.0639312 0.0153505 0.0270088 -0.0401552
internal_weight=643.91 586.989 554.577 221.485 202.29 333.093 172.742 131.647 41.0948 29.3826 19.9271 32.4113 125.324 109.552 95.4773 28.1946 67.2827 17.8185 49.4642 36.302 13.1622 191.324 34.5301 29.5479 9.29724 141.769 16.1855 125.583 103.785 21.7988
internal_count=2900 2450 2220 1077 937 1143 738 600 138 117 96 230 554 505 459 170 289 98 191 117 74 572 133 199 57 571 87 484 374 110
is_linear=0
shrinkage=0.1


Tree=9
num_leaves=31
num_cat=0
split_feature=1 0 1 0 4 4 0 3 4 4 2 4 2 2 2 0 1 3 2 2 3 4 3 2 1 2 0 3 3 2
split_gain=49.8318 20.5194 26.3509 18.612 16.7373 15.3769 13.4602 10.8475 10.5458 9.4057 8.85868 7.72795 12.5668 9.10805 8.9904 7.51628 16.4636 11.0993 7.22753 11.1207 6.72919 6.52087 6.18791 5.91679 8.903 5.81984 12.6739 6.17531 5.73222 5.64827
threshold=89.912793714750009 75.309089150100007 69.873026810350026 86.530713386650021 44.157169339850007 38.238138001450004 93.577162146500015 0.12064000000000002 50.264779514000004 44.921040431000009 -0.15726999999999999 42.207998345450008 -0.071129999999999985 -0.22386500000000001 -0.26820499999999997 90.837623311600012 68.214248143850014 0.084795000000000023 0.68694500000000025 0.24816000000000005 0.12424000000000003 47.833738492450003 0.10211000000000002 -0.068524999999999989 62.197478847950002 -0.033594999999999993 102.11570516885001 -0.10585499999999999 0.25847000000000003 -0.060760000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 15 25 -7 11 18 -1 -10 13 -13 14 -3 23 17 -17 19 20 29 -6 -14 24 -5 27 -27 -4 -9 -8
right_child=-2 2 5 4 21 6 8 28 10 -11 -12 12 22 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.11440378004822056 -0.10693430749856213 0.037866244583221395 0.007873204252467703 -0.0093884615615290237 -0.12159516121264369 -0.12301952548857804 0.0024480830051221681 -0.16529881544032443 0.016132571526669245 -0.00093872477745509167 -0.14032695104289292 0.0094531298834335531 -0.15570355054266818 0.045278465174146479 -0.13945598369182849 0.033505768989483278 0.082055771814138478 -0.1356234962388341 0.10199517836849639 -0.13268869224758298 -0.093285135960335067 0.031652933641343722 5.3676626403644266e-05 0.10348075192160158 0.078905639874643385 0.040559159903776579 -0.13246097192196116 -0.11345392312828276 -0.02210099777160204 0.042514527255090452
leaf_weight=19.454777255654339 40.909918904304504 5.7308750450611115 5.096790179610255 15.270002096891401 6.9716355577111226 8.5950940921902639 106.47178433835506 5.2080129906535131 6.1552041620016089 11.699118763208388 8.7819101512432081 43.125389456748962 8.1291876733303052 74.064971379935741 5.7061965689063054 7.5789228826761228 21.488233238458633 7.950924351811409 8.429849758744238 5.5041834264993659 5.8759552836418143 4.6144080981612206 3.7168352454900733 48.631075754761696 45.297206252813339 12.054143935441973 6.5255829691886893 23.712919592857361 6.0345110669732094 52.550570666790009
leaf_count=180 360 21 29 56 49 66 471 33 29 50 76 173 61 235 38 25 53 44 20 37 34 18 20 106 114 48 59 182 25 188
internal_value=-0.000203098 0.00719218 0.0115921 0.0310905 0.0551348 -0.0125721 -0.000564662 0.00608157 0.00486711 -0.0717946 -0.075854 0.0136461 -0.0156058 0.0324529 -0.0506036 0.0643024 0.0253616 -0.0530845 0.0116094 0.007138 0.0118053 -0.0605606 -0.106833 0.0775033 0.0566452 -0.063847 -0.0202091 -0.0919897 -0.0884363 0.0156885
internal_weight=631.336 590.426 559.272 309.518 157.802 249.754 202.365 151.716 193.769 31.1539 14.9371 140.473 54.9714 85.502 11.4371 146.216 37.0181 15.5298 178.832 170.402 164.898 11.586 11.846 109.198 60.5672 47.3894 18.5797 28.8097 11.2425 159.022
internal_count=2900 2540 2310 1071 465 1239 921 606 855 230 105 548 254 294 59 398 122 69 750 730 693 67 81 276 170 318 107 211 58 659
is_linear=0
shrinkage=0.1


Tree=10
num_leaves=31
num_cat=0
split_feature=1 3 1 0 3 2 0 0 3 3 3 3 3 4 1 3 1 0 3 1 1 4 0 1 0 4 0 0 2 1
split_gain=42.799 18.2808 16.1363 23.2386 12.6299 20.3386 17.277 13.9011 12.7361 10.5449 13.2959 12.6026 10.4458 10.1112 10.4317 9.54078 9.32322 10.9884 9.22941 8.95726 9.9291 7.9008 7.89238 14.9352 12.4657 9.01388 8.88902 12.5561 17.5043 8.48386
threshold=89.912793714750009 -0.27223499999999995 70.343506983200015 85.716110573100011 -0.21013499999999999 -0.18126999999999999 95.429509798400019 98.615332683000005 -0.22831499999999999 0.088990000000000027 0.076080000000000023 0.11906000000000001 0.099780000000000021 36.735256530150004 78.285212300550015 0.11467000000000002 62.00390986255001 84.95796538030001 -0.115385 57.960468834350003 54.884872733100003 48.919835655300012 91.144107538500023 67.649671936450019 87.181320254150009 39.468990633150007 85.807518149550006 85.968825637350008 -0.08725999999999999 66.447931152150019
decision_type=2 2 2 2 2 2 2 2 2 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 12 5 -4 -6 9 -7 10 -8 -11 16 -9 -15 -14 17 19 -18 20 -3 -1 24 29 25 -5 -27 28 -28 -24
right_child=-2 2 4 22 6 8 7 13 -10 11 -12 -13 15 14 -16 -17 18 -19 -20 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.10284140848294908 -0.10203812975043661 -0.12704132034287693 0.15171243464667325 0.10644288606938711 -0.09046934422495484 -0.095490435761762055 -0.068227872778253512 -0.11152043487283297 0.12130579736988688 -0.059403519122445986 0.099317624770248136 0.096774452827575436 0.085914443384331518 -0.080588055179968227 -2.5326126692651207e-05 -0.065562148405425222 0.026893404613216605 0.044447210296845778 -0.14002577779555167 -0.1287335065167797 0.018443992103319463 0.071180766901795103 -0.0054121125078274643 0.036987728814037904 0.078008299229764211 0.083584707983955731 0.026934114864882397 0.016878726816485234 -0.2324295684874319 -0.15990716005606476
leaf_weight=20.216213509440426 38.701120838522911 6.2160673439502743 11.781728155910971 12.086677052080629 28.971359476447105 8.9887629151344282 5.739197500050067 12.7528053894639 3.8791929408907881 18.411052063107494 27.108137458562851 7.1824530735611907 15.091933093965055 20.307654969394207 77.069583959877491 5.7393705472350112 4.3947055414319065 19.547937907278538 13.452361471951006 10.071377232670782 19.121297478675842 2.9954978972673407 7.2992952316999418 44.723128400743008 87.239143289625645 15.065421432256697 5.2182325571775436 58.022655375301838 5.1902789622545225 6.9279302433133125
leaf_count=145 360 62 27 26 224 55 30 112 9 94 72 19 44 124 364 29 22 65 96 70 91 9 32 151 223 41 18 204 39 43
internal_value=-0.000214773 0.00657001 0.0101897 0.0240355 -0.0107111 0.0567822 -0.019133 -0.00687287 -0.0301347 0.0325481 0.0700435 -0.0155744 -0.0182609 -0.0277917 -0.0168264 0.0441801 -0.0361271 -0.0157342 -0.0989232 -0.0489582 -0.0172482 -0.0803836 0.0404163 0.00859837 0.0506758 0.0257294 0.0140456 -0.00126371 -0.102399 -0.0806433
internal_weight=619.513 580.811 557.6 335.408 222.192 24.6497 197.542 168.571 12.868 58.4408 32.8473 25.5935 93.6351 110.13 97.3772 20.8313 72.8037 54.9567 17.8471 35.4087 25.3374 23.2117 241.773 58.9504 182.822 95.5833 83.4966 68.4312 10.4085 14.2272
internal_count=2900 2540 2386 1256 1130 91 1039 815 64 215 102 113 479 600 488 73 406 288 118 223 153 154 777 226 551 328 302 261 57 75
is_linear=0
shrinkage=0.1


Tree=11
num_leaves=31
num_cat=0
split_feature=1 4 4 0 0 2 0 3 1 2 3 2 4 3 3 0 2 0 4 0 2 4 0 2 3 4 2 2 2 1
split_gain=36.803 15.8293 15.5171 16.2562 9.87142 8.52706 13.9535 9.11291 8.43987 8.38955 26.9309 16.6878 11.8895 8.77706 17.4483 10.5074 8.16408 9.2093 7.67869 8.035 7.6178 7.53583 7.43254 8.9904 6.8041 7.49877 6.32564 6.04912 9.42637 11.7889
threshold=89.912793714750009 31.796797363700005 42.599563320500003 103.44649194340002 75.309089150100007 -0.065399999999999986 84.280473931450004 -0.27223499999999995 81.188747081400024 -0.23871499999999998 0.091705000000000023 -0.15818499999999999 49.275256100300005 0.083415000000000031 0.070195000000000021 106.56510337475001 -0.085734999999999992 101.47316367565001 41.495754733000005 86.345209775600011 0.056285000000000009 43.19689381845 86.135510041400025 -0.075174999999999992 -0.15684499999999998 42.37975859965001 -0.022239999999999999 -0.25167499999999993 -0.59511499999999995 67.004441985200017
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 -7 -8 18 10 -4 -11 13 14 15 -13 27 22 -9 -20 21 -15 -18 -24 -5 -26 -21 28 -6 -30
right_child=-2 2 9 24 5 6 7 8 -10 11 -12 12 -14 20 -16 -17 17 -19 19 26 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.10348738227316319 -0.097461555391993485 -0.086654733464844924 -0.13649617598663052 0.046479066332793639 0.0499958879660512 -0.090186703361257614 -0.22675104856695238 0.070214398119565508 -0.050036483910789978 0.049644263470190686 0.089863183092771734 -0.10808366928088881 -0.12022752726609587 -0.067297466007013237 0.064548964852281607 0.074555802314454619 0.028505049983537464 0.11270235132744598 -0.083551909991858034 0.11697635128221716 -0.13088241823106725 0.0095428982709267873 -0.12231096869851388 -0.0070855205846346997 -0.12010618412397811 0.068078287744543137 0.00028080022225350075 0.037551209459185518 0.02114304445536971 -0.11500072415142851
leaf_weight=12.905329182744024 36.577714964747429 7.715843863785266 17.650889784097675 4.4076460227370289 17.218001030385494 7.2990663200616828 1.1688795313239086 115.32689997553825 7.4720822870731345 39.194608300924301 7.4847478941082946 12.76388516277075 11.954621657729147 23.889063209295273 29.20223156362772 4.1820547357201567 11.006354428827761 4.3507055044174185 6.7507014423608807 7.2817561626434388 8.0493296012282354 27.403699167072773 14.601102173328398 12.627744428813459 14.625718779861929 2.4759633094072333 12.828594803810114 104.25954796373844 12.932993873953821 12.514975279569624
leaf_count=108 360 78 143 25 58 42 9 331 38 134 24 93 104 130 98 12 40 11 41 15 62 113 88 55 128 10 51 371 47 81
internal_value=-0.000217594 0.00600582 0.00853526 0.0201101 0.0252198 0.0277029 0.0448483 0.051383 0.0535553 -0.0154622 -0.0690922 -0.00685627 -0.0257121 -0.0150012 0.0177082 -0.0630104 0.0133967 -0.0251557 0.0589992 0.010847 -0.040438 -0.0262447 -0.0408423 -0.0688736 -0.0643078 -0.092861 0.0425351 0.024571 -0.0071476 -0.0458107
internal_weight=608.123 571.545 558.64 376.865 355.355 347.639 158.128 150.829 149.66 181.775 25.1356 156.639 117.445 105.49 46.1482 16.9459 189.511 42.5859 142.188 26.8611 59.3421 51.2928 38.2352 27.2288 21.5093 17.1017 20.1104 146.926 42.666 25.448
internal_count=2900 2540 2432 1519 1356 1278 527 485 476 913 167 746 612 508 203 105 751 194 438 107 305 243 183 143 163 138 66 557 186 128
is_linear=0
shrinkage=0.1


Tree=12
num_leaves=31
num_cat=0
split_feature=1 4 1 1 0 0 3 0 1 3 4 3 1 4 2 4 3 3 2 3 3 1 1 0 4 0 1 1 3 3
split_gain=32.1271 14.0547 13.5751 14.1719 22.4038 12.2921 12.6095 10.414 13.1988 9.03299 6.98603 9.17025 8.24697 6.80941 7.77674 8.62002 6.26614 16.0292 10.5041 8.49994 8.01436 6.23664 15.5653 6.06801 7.13855 8.37345 9.36317 5.98299 5.7474 8.10256
threshold=90.988176966900014 31.796797363700005 54.884872733100003 66.697957758300021 87.181320254150009 92.031298721500022 0.25847000000000003 90.603727454250006 68.961639504150014 0.11308000000000003 41.941595803500007 0.11614000000000002 62.245871094250013 35.131296350900008 -0.069554999999999992 41.532441862050007 1.0000000180025095e-35 -0.15684499999999998 -0.12350999999999999 0.083415000000000031 -0.25095999999999996 66.318885161900013 65.630639880500027 93.972365491700018 38.238138001450004 94.964406541850011 71.464594023550021 63.910026677050006 0.093295000000000031 0.087725000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 7 9 8 -5 23 12 16 13 -4 15 -15 17 20 -18 -20 -12 22 -6 -7 25 -25 -27 -14 29 -21
right_child=-2 2 3 5 21 6 -8 -9 -10 -11 11 -13 27 14 -16 -17 18 -19 19 28 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.097888745707929825 -0.1025483598713966 -0.12187616326759876 0.1293016880996011 0.077476580141605286 0.071622402974170898 0.037788183143318388 -0.17340024153087769 -0.16726204650740784 -0.14299806651468019 0.070723556979808352 -0.056361274678647377 -0.16388590319105084 0.01338328449421607 -0.033579470629993502 0.055770411859371774 0.066779459276886513 0.095319283399893776 -0.16834016558155715 0.05911901718797119 -0.015202764550146713 0.0915245031523549 0.12220330212607711 -0.077054036882340082 -0.18235413694013197 -0.0013479285444369627 0.082161033640205619 -0.061997556232809031 -0.14240661298952925 0.010491709896131742 -0.14755108927024582
leaf_weight=12.96822042763233 29.190766431391239 8.0026879757642728 6.7982819080352774 6.1806192621588725 61.019865162670612 31.475435949862003 4.1623524576425543 8.3841245621442777 4.8429103046655655 17.822866223752499 8.3598450720310211 3.9723121970891944 5.0120832398533803 30.15585844963789 41.85838694870472 11.949959740042685 11.4363991394639 7.8227399811148635 12.154470063745974 10.238195426762106 6.5245036780834207 16.92751233279705 7.9602402821183196 4.3124927654862395 173.33164764195681 5.6612925976514843 22.068569667637348 4.8510650470852852 13.582486301660536 8.4383806586265546
leaf_count=114 319 91 17 17 163 114 32 58 45 60 47 30 21 142 123 33 30 60 40 47 19 33 42 34 822 18 174 35 61 59
internal_value=-0.000234221 0.00502137 0.00742466 0.00931529 0.0256791 -0.00650863 -0.000753207 -0.0832671 -0.0193834 0.00206853 0.00591664 -0.0156487 0.0236037 0.033041 0.0252471 -0.00509682 -0.00815292 -0.0524462 0.00985555 -0.0121512 0.00846395 0.0678126 0.0544653 -0.00309775 -0.00936389 -0.0527259 -0.0325663 -0.06324 -0.0390042 -0.0749999
internal_weight=597.467 568.276 555.308 547.305 269.063 278.242 258.835 19.4077 11.0235 254.672 183.155 82.5293 100.626 90.7625 83.9642 42.1058 78.557 22.7071 55.8499 44.4135 14.8843 85.9076 68.9801 236.849 205.374 32.0424 27.7299 9.86315 32.2591 18.6766
internal_count=2900 2581 2467 2376 1002 1374 1254 120 62 1222 764 393 371 315 298 175 363 126 237 207 66 238 205 1162 1048 226 192 56 167 106
is_linear=0
shrinkage=0.1


Tree=13
num_leaves=31
num_cat=0
split_feature=1 3 4 4 0 3 2 4 0 1 0 0 4 4 2 2 3 2 4 3 3 1 3 0 4 1 4 0 0 2
split_gain=27.9448 12.4691 11.413 10.9741 13.4616 7.57051 7.40134 6.64735 8.94893 9.63194 8.66456 14.047 11.2277 10.1742 20.6314 12.9601 7.88146 6.70583 6.48559 6.42893 20.5848 9.67076 12.6669 9.96828 7.09478 6.32497 6.28707 5.94922 10.5666 7.19549
threshold=90.988176966900014 -0.27223499999999995 32.785955158400007 42.599563320500003 103.44649194340002 -0.15148999999999999 0.68694500000000025 35.131296350900008 84.280473931450004 57.960468834350003 90.837623311600012 87.181320254150009 39.468990633150007 38.703421923500009 -0.033594999999999993 0.22542000000000004 0.094165000000000013 -0.59309999999999985 42.37975859965001 -0.15684499999999998 1.0000000180025095e-35 70.343506983200015 0.083415000000000031 95.502098167950024 47.833738492450003 60.474177186300004 48.919835655300012 96.249489528150022 94.157869102700019 -0.079824999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 26 -3 4 6 -6 7 -4 9 -9 11 12 -10 14 -12 16 27 -18 -7 -5 -21 22 -22 -23 -24 -11 -1 28 -15 -30
right_child=-2 2 3 19 5 18 -8 8 10 25 13 -13 -14 15 -16 -17 17 -19 -20 20 21 23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.090712937304341559 -0.099016369413146899 -0.086151808316469097 0.077829031030395901 0.032506266903549547 0.067386513465692591 -0.11380994280592177 0.12540473388017534 0.026903663241625925 0.088067561131460276 -0.21002867915953891 -0.10410691358664011 0.079604805656833977 -0.0017310311123505473 0.061940363798904143 0.050980486607939662 -0.10369726205345933 0.07496060244845433 -0.03491738479740604 0.060525748228520942 -0.12759250113605455 0.075787393846183104 -0.13027610531928588 -0.025944578559957427 -0.01818698573510864 0.10123150938615917 -0.052364471944865834 0.065716141532139907 0.071864074199137748 -0.15794373201235695 0.035792487291209263
leaf_weight=18.894302718341354 27.306734643876553 12.682066626846789 20.361562065780163 28.311274796724319 3.8766751959919956 14.240994013845922 7.1414335221052161 10.125394821166994 17.300037816166878 3.923765301704405 20.922090314328671 56.480777010321617 71.342094413936138 13.508129678666593 14.538284346461294 7.6752849146723738 7.1960250437259701 24.346104167401791 2.5100215524435034 15.72077342122793 24.763669058680534 9.6243472248315793 41.93596026301384 45.174465104937553 4.8990554809570304 7.2381784096360207 2.9736538454890242 44.385300077497959 4.9350099563598633 3.1348515972495061
leaf_count=147 319 107 69 119 20 136 16 59 42 27 152 146 277 42 49 44 19 116 10 127 73 94 203 237 12 51 9 123 38 17
internal_value=-0.00023392 0.00458152 0.00758867 0.00985046 0.0198596 -0.0585432 0.0246937 0.022497 0.0188278 -0.0437216 0.0234873 0.0406291 0.0157947 0.00579917 -0.0405231 0.0214162 0.0312647 -0.00984981 -0.087687 -0.011009 -0.0196777 -0.00625572 0.0179431 -0.0378733 -0.0126417 -0.107788 -0.0694414 0.0509246 0.00785285 -0.0826842
internal_weight=587.468 560.162 538.294 525.612 355.182 20.6277 334.554 327.413 307.051 21.2873 285.764 145.123 88.6421 140.641 35.4604 105.181 97.5054 31.5421 16.751 170.43 142.118 126.397 71.5987 54.7988 46.835 11.1619 21.868 65.9633 21.578 8.06986
internal_count=2900 2581 2425 2318 1453 166 1287 1271 1202 137 1065 465 319 600 201 399 355 135 146 865 746 619 288 331 215 78 156 220 97 55
is_linear=0
shrinkage=0.1


Tree=14
num_leaves=31
num_cat=0
split_feature=1 1 4 1 0 0 3 2 3 3 1 1 4 4 3 3 0 4 3 3 1 0 2 2 2 2 4 3 1 1
split_gain=24.3237 10.8886 10.4279 10.0573 16.8206 10.3563 10.5864 8.53695 7.64247 7.3191 6.64114 12.729 17.6363 8.33269 7.13388 6.6105 6.95875 5.95285 5.83302 9.16829 7.27792 19.9715 6.38107 6.07874 6.70316 5.28798 5.20178 6.47162 7.86785 8.48344
threshold=90.988176966900014 54.884872733100003 31.796797363700005 66.697957758300021 86.530713386650021 92.031298721500022 0.25847000000000003 -0.094344999999999998 0.21240500000000004 0.12064000000000002 66.318885161900013 64.434276012450013 38.592454371550012 41.322103772800006 0.08079500000000002 0.089185000000000028 88.232507383150008 51.779769178100004 -0.04931 -0.101725 61.993156030000002 85.678472159250006 -0.10098 -0.081474999999999992 -0.086894999999999986 -0.23771499999999998 35.337501601400007 0.083795000000000022 60.474177186300004 57.960468834350003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 9 7 8 -5 17 18 11 13 -13 -6 -15 16 -16 -7 19 25 26 -22 -23 24 -24 -4 -20 -28 29 -29
right_child=-2 2 3 5 10 6 -8 -9 -10 -11 -12 12 -14 14 15 -17 -18 -19 20 -21 21 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.11848126285592078 -0.095653369690982981 -0.086227876848263496 -0.094035144360602355 -0.015324809738213836 0.10295611510518976 0.0027559847037911173 -0.16287061866519764 -0.1521813756778479 0.12476524678713435 -0.077985562013122886 0.11384965686560847 0.036321979688311586 -0.16618140620884606 0.099971860123547529 -0.13972525880654954 0.045199591488654413 0.02168483728432 -0.081203700850930982 0.13773699182977656 -0.11780696620960457 -0.12869929682953521 0.093390939563264441 -0.14869587299110515 0.03521537670550702 0.013643834990979421 0.018906365543462988 0.090525328575107644 0.014947484940805448 0.034897739831393687 -0.19250116327988359
leaf_weight=7.1424427554011336 25.532377667725086 12.041120134294031 4.9838318377733222 9.9355688393116015 29.831955134868622 235.60591410845518 3.9443050250411025 8.4212280586361867 4.9895688742399207 10.81144732236862 15.458366140723227 13.657526500523092 6.2775358334183684 10.944723248481749 5.192993067204954 15.730527468025683 5.4997042566537857 8.7586191818118078 5.2425082623958579 8.5183484330773336 10.914985813200472 9.979916691780085 4.7183336615562439 18.12093584984542 5.518114164471621 24.646633826196197 14.52931050211191 4.4937406554818136 31.692471720278263 3.5118505507707596
leaf_count=91 319 114 39 51 69 1133 32 69 11 58 33 43 43 26 28 47 18 78 10 61 83 24 29 66 21 109 39 20 111 25
internal_value=-0.000234305 0.00418633 0.00579697 0.00788011 0.0219278 -0.00557916 -0.00032291 -0.0781081 0.00224828 0.00142225 0.0534442 0.0427278 -0.0274462 0.0635451 0.0320822 0.00396172 -0.0567053 -0.000253335 0.00726761 -0.0263756 0.0190725 -0.00935774 0.0246199 0.000417072 -0.0611842 -9.03488e-05 0.042618 0.0334223 0.0125228 -0.076055
internal_weight=576.647 551.115 543.972 531.931 260.276 271.655 253.298 18.3568 249.354 157.682 102.593 87.135 19.9351 67.1999 37.3679 26.4232 10.6927 244.365 146.871 38.1488 108.722 49.2523 38.3373 28.3574 10.2364 29.6305 59.4699 54.2274 39.6981 8.00559
internal_count=2900 2581 2490 2376 1002 1374 1254 120 1222 695 307 274 86 188 119 93 46 1211 637 209 428 223 140 116 50 148 205 195 156 45
is_linear=0
shrinkage=0.1


Tree=15
num_leaves=31
num_cat=0
split_feature=1 3 1 0 3 2 3 4 0 4 4 1 0 4 1 3 2 0 2 4 0 3 3 2 2 4 0 3 1 3
split_gain=21.1844 9.80845 8.33449 12.2671 10.2851 13.5367 12.9683 10.0786 9.88949 10.5663 7.20835 14.7048 9.38034 6.31337 6.28033 6.05505 5.46476 6.80745 5.38369 5.06602 4.60069 4.49958 11.4202 10.5727 9.32835 7.17787 5.97682 8.0361 12.9222 17.1389
threshold=90.988176966900014 -0.27223499999999995 69.873026810350026 86.530713386650021 -0.21013499999999999 -0.18126999999999999 -0.22831499999999999 44.157169339850007 93.679323555450011 38.238138001450004 42.599563320500003 83.715897724050009 95.502098167950024 39.995120105550008 54.884872733100003 0.12064000000000002 -0.02852 102.11570516885001 -0.58180999999999994 48.919835655300012 85.872041144650012 0.093295000000000031 0.087725000000000011 -0.23771499999999998 -0.067574999999999996 40.496232821400007 85.716110573100011 -0.15684499999999998 61.993156030000002 -0.04931
decision_type=2 2 2 2 2 2 2 2 2 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 14 5 -4 13 -5 -6 16 11 -11 -12 -7 -3 21 18 -18 -10 -1 -17 22 23 -16 -24 -23 27 -25 29 -29
right_child=-2 2 4 7 8 6 -8 -9 9 10 12 -13 -14 -15 15 20 17 -19 -20 -21 -22 25 24 26 -26 -27 -28 28 -30 -31
leaf_value=-0.083220808981276845 -0.092417724453770708 -0.11664656508628453 0.12528542667738568 0.04754630419342764 -0.13340127063654383 -0.0092395685624597438 0.1213489776019262 -0.054429408881876064 0.017422496954656898 0.025932801915773337 -0.13004845940600906 -0.11170512229660323 -0.013191419818860354 -0.17726125800529943 -0.09554864904981189 -0.017443579499948531 0.040094989162105465 -0.12042561656027501 -0.11967306014875073 0.058390843202647424 -0.15068657428181453 0.080401034794990306 -0.032075359080925105 0.080136809576669937 -0.19006354702815756 -0.0010048384024947368 0.060595020099508137 -0.12634993663719246 -0.14949590839137228 0.063333206099041764
leaf_weight=17.974745340645317 23.870161965489388 4.5913095027208319 12.727959491312506 125.64383883029222 6.8410136029124251 4.7874736338853818 4.42947033047676 10.501923762261866 3.4671450182795516 96.770841047167778 7.8926016241312018 8.4390507340431196 52.978480108082294 4.1965977698564529 8.030572943389414 6.5875427350401861 8.3229562863707525 3.8705692142248145 16.476754322648052 2.9392991587519637 4.2718520835042 19.027432076632977 14.565598033368589 9.6205673217773384 5.0271658524870864 25.145484045147896 28.601338155567646 6.6424873992800704 6.5155768990516654 16.839512653648864
leaf_count=147 319 63 33 386 68 28 10 64 24 378 78 72 275 31 60 29 34 48 158 9 29 51 72 34 43 108 84 52 55 58
internal_value=-0.000213543 0.00383431 0.00652062 0.017763 -0.00765932 0.0514129 -0.0186839 0.0396802 -0.01519 -0.0111102 -0.000953921 0.0148926 -0.0283432 -0.0877251 -0.00143041 0.00207575 -0.0635964 -0.0108588 -0.0958397 -0.0633184 -0.0698585 0.00765486 -0.00451528 0.0129826 -0.0726124 0.0340606 0.0257585 0.000609114 -0.0248963 0.00967645
internal_weight=567.597 543.727 522.813 291.612 231.201 26.1415 13.4135 136.146 205.059 198.218 166.081 105.21 60.8711 8.98407 155.466 150.875 32.1374 12.1935 19.9439 20.914 10.8594 140.016 95.8428 76.2501 19.5928 44.1729 68.2195 39.6181 29.9976 23.482
internal_count=2900 2581 2425 1188 1237 102 69 450 1135 1067 803 450 353 59 738 675 264 82 182 156 58 617 458 343 115 159 283 199 165 110
is_linear=0
shrinkage=0.1


Tree=16
num_leaves=31
num_cat=0
split_feature=1 1 4 4 1 2 3 2 1 4 4 1 2 0 2 2 2 0 4 3 3 0 1 2 0 3 0 0 3 1
split_gain=18.4331 8.59828 8.19102 7.23225 9.80018 7.83345 26.7182 8.73986 14.3677 17.771 10.4245 10.9279 10.3211 9.25016 9.21997 8.5758 8.56624 7.8785 14.3597 10.2584 13.3674 7.15729 10.2703 6.9862 6.74137 6.93028 5.64594 6.13559 5.58939 6.43054
threshold=90.988176966900014 54.884872733100003 31.796797363700005 49.110028829250005 86.858705278550005 -0.24103499999999997 0.091705000000000023 -0.16187499999999996 81.524804347700012 44.710446918150005 41.621607100200002 80.468240302450013 -0.11600999999999999 97.738895332450014 -0.062629999999999991 -0.088099999999999998 -0.22089 93.442739239950015 40.823855932350007 0.094625000000000029 0.089785000000000018 96.693085119700015 64.071334164850015 -0.0023999999999999998 84.280473931450004 -0.27223499999999995 87.181320254150009 85.872041144650012 -0.15684499999999998 70.284360904350009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 16 10 -10 14 12 -12 15 17 -14 28 26 19 20 -19 22 23 -17 -16 -26 27 -9 29 -7
right_child=-2 2 3 4 -6 7 -8 8 9 -11 11 -13 13 -15 24 21 -18 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.11477377902656852 -0.089275889011877246 -0.079627273859161199 -0.093486052746892312 -0.091764965028819867 0.034779883722376101 0.016063781699033993 0.035053113351718589 0.034383836993829964 -0.10261859684996105 0.075583484623506975 0.061441718425701369 0.11514534589256753 -0.062497960269966082 -0.11300861114630492 -0.059371461371849843 0.027447269615985689 0.13548649932863721 -0.1175303476924438 0.067561083783652234 -0.16435182815146437 0.059466426429255238 0.097171962338777132 -0.073472240932901028 -0.075857481041365568 -0.18040787458262575 0.056079602917327234 0.066136118252562867 -0.056119123725144049 -0.024261232892957032 0.12526437708912594
leaf_weight=6.0788655653595915 22.319928012788296 11.236602935940025 29.422116532921791 16.403457593172792 9.7619670927524549 13.007843866944315 35.905079871416092 20.918890215456486 22.086129240691665 7.4952431395649901 16.784274026751518 7.1149093806743613 27.129638507962227 10.276050157845019 5.5654213652014723 49.505344755947583 10.460489004850386 8.4265127107501083 10.431582838296888 8.1361682005226594 8.6439988836646062 7.2578358501195899 17.665175057947636 7.5439467653632226 1.2533220127224911 109.81683796644211 23.681935362517834 11.669604048132895 11.617838576436041 9.2112459242343885
leaf_count=91 319 114 219 132 43 61 139 80 185 24 52 15 149 66 32 193 30 60 35 69 30 17 127 53 10 355 67 51 63 19
internal_value=-0.000239167 0.00347882 0.00483915 0.00667428 -0.0445528 0.00940402 -0.0228385 0.0143519 0.00946878 -0.0574663 0.0150967 -0.00567045 -0.0119835 -0.0223069 0.0293645 -0.0137639 0.0563958 0.00567788 -0.0311117 -0.0719467 -0.0279045 0.00236519 -0.00684443 0.0137867 0.0480295 0.0534111 0.0289782 0.00197566 0.0319454 0.0613345
internal_weight=556.828 534.508 528.429 517.193 26.1654 491.027 65.3272 425.7 381.403 29.5814 351.821 143.277 136.162 119.378 208.544 109.102 44.2974 91.9087 35.6383 25.2067 17.0705 81.9723 74.7145 57.0493 116.636 111.07 56.2704 32.5885 33.8369 22.2191
internal_count=2900 2581 2490 2376 175 2201 358 1843 1670 209 1461 672 657 605 789 539 173 392 194 159 90 390 373 246 397 365 198 131 143 80
is_linear=0
shrinkage=0.1


Tree=17
num_leaves=31
num_cat=0
split_feature=1 1 0 1 4 4 3 0 4 2 1 0 1 0 3 4 0 4 3 1 3 4 4 3 0 3 2 2 2 0
split_gain=16.0409 7.62667 7.0057 13.1022 9.29313 7.77344 6.26279 6.5257 7.03034 7.53618 8.13518 6.22 11.3301 6.26335 5.97614 6.55152 5.58827 7.40211 5.49253 5.40846 8.61556 4.90343 7.66455 4.85979 8.41735 8.03885 8.09816 15.4497 8.00056 7.95962
threshold=90.988176966900014 54.884872733100003 98.615332683000005 78.220689305400015 36.735256530150004 49.275256100300005 -0.098985000000000004 104.3578792496 42.406961525800007 -0.088944999999999996 89.619751778500017 85.716110573100011 61.917879202350001 84.95796538030001 0.087725000000000011 40.259171735100004 85.613949164150014 42.773538294100007 -0.24701499999999998 57.960468834350003 0.093295000000000031 44.527357125550004 47.833738492450003 0.088165000000000021 97.483491810050012 0.093295000000000031 -0.072569999999999982 -0.083794999999999994 -0.10098 85.968825637350008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 14 -5 11 18 -8 -9 10 -10 12 13 19 -4 -16 -14 -18 -6 -3 -21 23 -23 24 -13 28 27 -27 -25 -28
right_child=-2 2 3 4 6 -7 7 8 9 -11 -12 21 16 -15 15 -17 17 -19 -20 20 -22 22 -24 25 -26 26 29 -29 -30 -31
leaf_value=-0.11318030326280247 -0.086200969684750564 0.028824507467522978 -0.14319798849594448 -0.094269164309584388 -0.024717516570658994 -0.089853856140592492 0.019837824831644341 -0.1249240270824469 -0.14160576189608751 0.051651428748431594 0.050962666123546219 0.028462364973154238 -0.09288034520501702 0.07732338816024073 -0.12206722307320109 0.01959125163895363 0.051910555885253368 -0.11386250160172778 0.096954463766044191 -0.11880413124803056 0.02014051932985049 -0.065326584000656898 0.055238427865628451 0.046345975881717821 0.11330708685642593 0.015219532890294119 -0.062657731889971383 -0.15586233069105235 -0.059474381736131468 0.062331355949068801
leaf_weight=5.5738441422581664 20.87959123775363 23.761536281555891 9.8646480888128298 9.5649508312344533 5.2088739052414921 7.5258221626281729 43.630910269916058 7.5133625864982632 6.2074164077639598 9.6306279227137548 3.3929069265723228 128.21115146204829 19.098832532763485 12.86878941953182 5.6755010485649091 7.6863220855593681 7.7696418017148954 4.1228784397244453 12.894755654036997 8.2770598419010657 9.684055492281912 15.550286814570429 7.978050969541072 9.8078928142786008 12.866416819393633 42.858234740793705 5.6643283739686003 6.0199388228356829 26.311735600233078 50.695368558168411
leaf_count=91 319 123 91 115 30 63 180 84 55 38 15 473 156 35 43 33 27 27 38 72 35 114 30 36 31 171 30 42 141 162
internal_value=-0.000240384 0.00317237 0.00441873 -0.0166302 -0.000631779 0.0108151 0.00949083 -0.00400305 -0.0428973 -0.0108501 -0.073549 0.01275 -0.0110811 0.0163334 -0.0841628 -0.0405789 -0.0593721 -0.00555936 0.0619463 -0.00247809 -0.0438896 0.019416 -0.0244451 0.0230698 0.0362003 0.00996537 0.0239362 -0.00585127 -0.03074 0.0497696
internal_weight=546.796 525.916 520.342 121.27 98.0438 399.072 88.4789 70.3752 26.7443 19.231 9.60032 391.546 85.5828 54.5914 23.2265 13.3618 30.9914 11.8925 18.1036 41.7227 17.9611 305.963 23.5283 282.435 141.078 141.357 105.238 48.8782 36.1196 56.3597
internal_count=2900 2581 2490 722 555 1768 440 372 192 108 70 1705 475 265 167 76 210 54 68 230 107 1230 144 1086 504 582 405 213 177 192
is_linear=0
shrinkage=0.1


Tree=18
num_leaves=31
num_cat=0
split_feature=1 1 1 0 4 0 4 3 4 4 4 3 0 0 2 2 4 3 4 2 3 2 2 1 4 1 4 3 0 3
split_gain=13.9679 6.82129 6.23847 7.87009 7.87132 6.49556 5.96877 7.08714 11.702 5.76459 5.28559 5.19535 4.82866 8.62404 5.31665 7.36417 4.55123 4.42084 4.21256 7.23395 4.05244 3.99094 8.27467 7.99129 14.3923 7.66147 10.9527 5.81219 3.97517 3.55729
threshold=89.912793714750009 54.884872733100003 69.873026810350026 86.530713386650021 44.157169339850007 92.031298721500022 45.027406014450008 0.07870000000000002 48.988717865950008 38.703421923500009 32.483642351600004 0.12064000000000002 94.776214472700005 101.23657936015002 -0.033594999999999993 -0.099224999999999994 37.360990606650006 0.080515000000000017 50.264779514000004 -0.15726999999999999 0.25847000000000003 -0.068524999999999989 -0.083794999999999994 64.071334164850015 38.238138001450004 67.649671936450019 41.872669623500009 -0.22588499999999997 97.738895332450014 -0.25765499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 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 21 -4 -2 8 -8 12 -3 -12 16 14 15 28 -7 -6 29 -20 -13 22 27 -23 -25 26 -26 -5 -14 -11
right_child=6 2 5 4 17 9 7 -9 -10 18 11 20 13 -15 -16 -17 -18 -19 19 -21 -22 23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.11177681948605976 -0.11300079823888685 -0.12159533342454272 -0.12658859225392918 -0.098498038282595457 -0.13329913679168062 -0.047085204208941744 0.22773599632379118 -0.12180986221396312 -0.06203588178025779 -0.077573497682413006 0.0067419121578398498 -0.1327411146873905 0.090108964804111333 -0.084918193874071332 0.071733220821443844 -0.11114453746999786 -0.20084820347932544 0.0004468863809612837 0.028446173593614739 -0.12543960497150997 -0.0092062420158310673 0.09590601683161093 -0.051056869486862659 0.089682873356752138 -0.2190885588395235 0.056226607030107456 0.0017079506180388193 0.047204174644540318 -0.048226154078777665 0.009803158277391635
leaf_weight=5.103497013449668 15.096920527517797 3.5635759122669688 4.5418470203876486 2.8925786018371573 4.0439755432307702 4.9115448854863626 2.3720279000699502 3.5750827044248581 3.3786910101771355 4.8057993352413169 140.36247590184212 4.8808161988854391 5.1538944616913778 13.896778203546999 9.5972585380077344 5.8260577283799675 3.1657019928097725 6.3553755432367325 5.7240992560982704 6.5506302714347822 5.8240723311901093 28.443864174187183 12.435947291553019 14.345809094607832 4.4320737197995168 4.2158793359994879 4.5562996119260788 51.177861526608467 3.4797678887844086 152.94031888991594
leaf_count=91 252 48 57 16 38 30 16 53 39 29 639 33 19 164 32 51 26 29 29 80 25 73 54 37 31 12 18 157 31 691
internal_value=-0.00025807 0.003258 0.00441339 0.0141187 0.0319644 -0.00823687 -0.074146 -0.0112467 0.0574878 -0.00574888 -0.00121907 0.00162053 -0.0371417 -0.0222003 0.0140294 -0.0242701 -0.107349 -0.0515627 0.00275034 -0.0536777 -0.0655311 0.0390552 0.0224934 0.0587264 0.0203405 -0.0549967 -0.107165 0.0394096 0.0343535 0.00714119
internal_weight=537.651 513.228 508.124 287.531 132.9 220.594 24.4227 9.3258 5.75072 216.052 154.631 151.067 46.031 37.9538 24.057 14.4597 8.07725 10.3994 170.021 12.2747 10.7049 122.5 66.5064 55.9939 27.5501 13.2043 8.98837 54.0704 8.63366 157.746
internal_count=2900 2540 2449 1210 465 1239 360 108 55 1182 745 697 353 297 133 101 56 67 829 109 58 398 227 171 98 61 49 173 50 720
is_linear=0
shrinkage=0.1


Tree=19
num_leaves=31
num_cat=0
split_feature=1 2 3 4 2 2 2 0 2 1 0 4 4 1 0 2 1 3 3 2 0 2 1 2 3 3 3 2 4 4
split_gain=12.3043 6.05465 25.2496 5.63963 7.28991 14.8661 6.89764 5.3261 7.5209 11.7936 12.8969 12.5413 11.2815 8.96558 8.40822 6.50404 6.49795 6.45548 9.49994 7.79893 8.4575 6.27252 5.78075 5.34804 6.76833 5.45494 5.16241 6.18935 4.76889 13.4109
threshold=90.988176966900014 -0.24103499999999997 0.091705000000000023 43.509905336500005 -0.50001499999999999 -0.59511499999999995 -0.61225999999999992 76.591483678350016 -0.15895000000000001 81.524804347700012 106.56510337475001 41.621607100200002 42.508878681700004 80.677940036650014 100.13162306855001 -0.062629999999999991 61.409760615700009 0.076825000000000018 0.088165000000000021 -0.087910000000000002 85.807518149550006 0.072320000000000023 56.229101798300007 -0.085249999999999992 0.12424000000000003 0.10575500000000003 0.099010000000000029 -0.082074999999999995 48.315732392000008 49.275256100300005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 22 -9 11 -11 15 -12 14 17 16 -10 -13 21 20 -20 -19 -3 -21 25 26 27 -25 -2 -30
right_child=28 7 3 -5 -6 -7 -8 8 9 10 12 13 -14 -15 -16 -17 -18 18 19 23 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.090816782346733682 -0.1112967787055851 -0.012930712509302184 -0.03055449706381241 0.12251407951906351 0.09471514878740793 -0.13127899031589133 0.10443770022474526 0.048613215191217168 0.11742073410119243 -0.11713194683332265 -0.11819076070358062 -0.074427244920315536 0.050316393148289784 0.11471055270692834 -0.10618077619903579 0.042739093617021093 -0.0004334580422462974 0.033219626600797518 -0.024890737523992588 0.087587600681445665 -0.18836517058661073 -0.082699787281020357 -0.1350653399852923 0.040466899802461404 0.061360450210530784 -0.13793190574061889 0.036909685703885246 -0.10835124631472862 0.24093018208707601 -0.11227102333524946
leaf_weight=31.47578165307641 13.495065309107305 16.547040622681383 7.0844417586922672 5.7222982421517363 8.2787818163633364 7.3944536149501792 8.1277225688099843 43.766331370919943 4.9610876441001883 15.849329356104134 5.4881183579564121 13.916235085576771 14.39246681332588 5.3731656000018111 9.8103159628808481 111.83352438360453 82.068621654063463 57.659729611128569 6.6962723657488805 4.7462210655212322 6.0008975937962532 5.0791823863983145 5.0604733377695075 3.9767229855060533 7.0705792456865302 5.4493540674448004 8.1326825767755491 9.4021859243512313 1.6038832180201996 3.2601749412715435
leaf_count=267 249 133 32 17 24 51 24 179 11 141 78 96 58 12 71 400 367 232 34 13 48 44 63 14 27 41 32 72 14 56
internal_value=-0.00026394 0.00262385 -0.0251412 0.0313276 0.014433 -0.0149672 0.0415706 0.00688828 0.00936958 0.00482468 -0.0498442 0.0105332 0.00379929 -0.0120185 -0.016955 0.0267854 0.00628476 -0.0101234 -0.00228835 -0.0341283 -0.102152 0.0238351 -0.0415346 -0.0118551 -0.0257239 -0.048562 -0.0259227 -0.0641168 -0.0806987 0.00419417
internal_weight=529.723 511.364 68.0835 36.6077 30.8854 22.6066 15.2122 443.281 421.673 377.907 35.7299 342.177 19.8806 143.314 137.94 198.863 87.0297 128.13 114.214 51.4749 12.6972 62.7389 21.6075 38.7777 34.0315 26.9609 21.5116 13.3789 18.3591 4.86406
internal_count=2900 2581 415 148 131 107 56 2166 1970 1791 277 1514 136 736 724 778 378 653 557 281 82 276 196 199 186 159 118 86 319 70
is_linear=0
shrinkage=0.1


Tree=20
num_leaves=31
num_cat=0
split_feature=1 1 4 3 4 4 1 1 0 0 1 1 0 1 0 2 0 1 1 1 4 3 1 3 3 0 3 2 3 3
split_gain=10.8205 5.88096 5.25627 5.92531 7.50442 5.18743 4.83089 12.3366 8.0449 7.95743 9.00795 6.95173 8.98945 7.1216 5.08949 4.88098 4.05943 5.16255 7.32487 6.18919 6.9672 5.89038 6.66823 5.44765 7.42666 10.3647 8.1921 10.6872 7.51981 5.77366
threshold=89.912793714750009 54.884872733100003 45.027406014450008 0.07870000000000002 48.988717865950008 29.904643970450003 66.697957758300021 66.318885161900013 92.031298721500022 90.603727454250006 68.961639504150014 65.630639880500027 87.181320254150009 65.727424373200009 86.866770652900016 0.68694500000000025 93.972365491700018 70.73871032835001 71.090898343450007 71.787208999250012 40.580626202750004 0.082975000000000021 70.343506983200015 -0.21013499999999999 0.078935000000000019 109.2481845889 0.09117500000000002 -0.59511499999999995 0.087265000000000023 0.080125000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 7 11 9 10 -8 12 14 -13 -7 16 -10 21 -19 -20 -21 -18 -23 -22 25 -25 28 -28 29 -26
right_child=2 5 3 -5 -6 6 8 -9 15 -11 -12 13 -14 -15 -16 -17 17 18 19 20 23 22 -24 24 26 -27 27 -29 -30 -31
leaf_value=-0.11025551319123605 -0.1106852237442215 -0.093684547394136564 0.16994113509300918 -0.12043793580586731 -0.056679144502010219 0.00427999512204959 0.069418749815350275 0.10600894462326281 0.030575253080395971 -0.1479653284561202 -0.13627436874701121 0.025067556795356345 0.049431612070828392 -0.17173645292964893 -0.1045594027845454 0.075465269194632159 -0.16500646071699207 0.087349869978356101 -0.071846832825241971 -0.031140141206625588 0.074676004853038741 0.021062114286603827 -0.1328329675174385 -0.088688310752037244 0.082608153223748898 0.063677116570074452 0.075861821979249636 -0.06804398089516156 0.09957595207587798 -0.021453799512330379
leaf_weight=4.5649938471615306 12.731212943792345 5.4025390557944766 2.728487551212309 3.206478763371706 3.1461424194276333 163.76817567646503 5.5942495837807673 14.013410635292528 31.213770411908627 7.5508566312491885 3.4371628761291504 3.2714960277080527 50.783415906131268 4.1982684433460236 4.4121236428618422 8.2422674931585771 4.1142735444009331 8.5030867829918844 13.837971627712248 53.586661864072084 12.719367548823355 8.8816559985280019 4.1223413832485667 15.792188435792925 7.9496584311127689 6.2242863476276389 7.4083464071154621 17.009924247860909 17.042694874107838 16.190376080572605
leaf_count=91 252 70 16 53 39 759 17 34 122 58 46 11 163 33 22 27 36 41 101 363 41 33 40 134 27 23 20 98 44 86
internal_value=-0.000281581 0.00272708 -0.0692259 -0.0111022 0.0485752 0.00376846 0.00484323 0.0149574 -0.00490705 -0.0722046 -0.00886366 0.00932246 0.0125587 -0.0855432 0.00142465 -0.000114268 -0.00288789 -0.00828915 -0.00319736 -0.0077868 -0.0020277 -0.0607186 -0.0277235 0.0135203 0.00464238 -0.045613 0.0215087 -0.0243839 0.0487196 0.0128153
internal_weight=521.648 499.836 21.8123 9.08111 5.87463 495.271 489.868 240.447 249.421 16.5823 9.03141 226.433 218.964 7.46976 168.18 232.839 224.597 193.383 176.265 167.761 153.924 17.1183 13.004 100.337 87.6175 22.0165 65.601 24.4183 41.1827 24.14
internal_count=2900 2540 360 108 55 2449 2379 1022 1357 121 63 988 944 44 781 1236 1209 1087 978 937 836 109 73 473 432 157 275 118 157 113
is_linear=0
shrinkage=0.1


Tree=21
num_leaves=31
num_cat=0
split_feature=1 3 0 4 1 3 2 2 3 1 4 3 2 0 4 0 2 2 3 2 2 4 2 2 1 4 1 0 1 2
split_gain=9.57577 5.3545 5.28277 4.5319 7.75191 5.38431 7.73729 7.30399 6.8095 8.45825 11.3925 7.57695 7.90172 7.86859 7.26859 6.94354 6.46257 15.4784 6.05085 5.63211 5.49239 6.8589 6.55704 8.29408 8.8495 5.73916 5.43769 5.72725 6.29528 7.9753
threshold=90.988176966900014 -0.27223499999999995 114.06859001680002 49.110028829250005 86.858705278550005 -0.21013499999999999 -0.23955999999999997 -0.18126999999999999 1.0000000180025095e-35 83.715897724050009 44.710446918150005 0.079785000000000009 -0.065399999999999986 91.144107538500023 41.468518788800004 105.70748523110002 -0.59309999999999985 -0.5169149999999999 -0.093074999999999991 0.20981000000000005 -0.11600999999999999 41.24714903835001 -0.098345000000000002 -0.0023999999999999998 62.837331883000012 43.812290675100009 80.288113607700012 97.835679825150024 71.52105164435001 -0.087910000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -8 14 11 -11 12 13 -10 18 -16 -13 -18 -7 -9 -19 -22 -23 25 -25 26 27 28 29 -24
right_child=-2 2 -4 4 -6 8 7 19 9 10 -12 16 -14 -15 15 -17 17 20 -20 -21 21 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.050719754871160296 -0.076075731629562479 -0.071015330632011792 -0.098841087564169178 -0.086402787464228942 0.04107338311772854 0.041058014445512103 0.10841530826044264 -0.010799496958263219 0.055601708714817892 -0.11115005915638405 0.10050200207261595 0.060731397657125902 0.10349305288190823 -0.10480156431234788 -0.10878909159537334 0.067148106021539256 -0.11812367895953176 0.036762828509709009 -0.051679072275168263 0.09835584904385615 0.017993303241523883 -0.11261898815524687 -0.077731267483488159 -0.17768295407303172 -0.029363779787097539 0.065410760630099693 0.097054578663919977 -0.12970038047158103 0.096013307985179389 0.0048328322642541286
leaf_weight=18.424828056246042 16.143162179738283 5.4660534895956507 4.9229724667966357 13.240671932697298 7.4569422341883174 15.499854486435654 15.819713238626717 16.592817001044754 9.1517861746251601 11.720819082111118 3.2478831633925429 20.851255029439926 17.358930569142103 4.5930935554206362 15.096661839634182 2.6346683576703063 10.165916964411734 52.223822701722383 12.884138111025093 6.6100045293569556 117.0593544729054 6.6600231528282157 15.722950153052791 5.3344794847071197 16.35971051082015 12.688563119620083 4.686699464917182 4.0456169247627249 5.4322832599282256 45.718571104109301
leaf_count=156 319 45 48 125 36 76 48 87 31 133 10 72 51 34 154 9 70 208 83 19 498 45 93 48 106 42 12 26 15 201
internal_value=-0.000277202 0.00218151 0.00421532 0.00528493 -0.0404756 0.00737285 0.0404118 0.0560199 0.00378028 0.00837839 -0.0652262 0.0115439 0.058643 0.00200013 -0.0324163 -0.0826469 0.00692183 0.00313256 -0.00103745 0.0202966 0.00744365 0.000892067 -0.0162693 -0.0104352 -0.0658346 0.00317656 -0.00726787 -0.014162 -0.00717236 -0.0162954
internal_weight=513.814 497.671 479.246 474.323 20.6976 453.626 44.4886 39.0225 409.137 363.022 14.9687 348.053 31.1038 13.7449 46.1153 17.7313 316.949 296.098 28.384 23.2028 285.932 233.708 116.649 109.989 21.6942 88.2947 75.6061 70.9194 66.8738 61.4415
internal_count=2900 2581 2425 2377 161 2216 199 154 2017 1695 143 1552 116 65 322 163 1436 1364 159 106 1294 1086 588 543 154 389 347 335 309 294
is_linear=0
shrinkage=0.1


Tree=22
num_leaves=31
num_cat=0
split_feature=1 1 4 4 4 1 1 3 0 0 1 1 0 3 0 0 3 0 4 4 4 1 2 2 2 1 2 1 1 4
split_gain=8.28533 4.89527 4.69247 11.6515 4.67247 4.2409 10.6692 8.08685 7.19748 6.45103 7.6728 5.85514 6.93332 5.48417 3.90073 3.83077 3.92093 3.88122 3.67694 4.69133 5.11717 4.01843 3.47796 11.6208 7.91453 6.68977 6.5756 7.85582 5.13979 11.3032
threshold=90.988176966900014 54.884872733100003 48.315732392000008 48.988717865950008 29.904643970450003 66.697957758300021 66.318885161900013 0.25847000000000003 92.031298721500022 90.603727454250006 68.961639504150014 65.630639880500027 87.181320254150009 0.21240500000000004 86.866770652900016 86.530713386650021 0.12064000000000002 85.872041144650012 41.495754733000005 43.124157941850008 42.541806567400009 64.434276012450013 -0.59511499999999995 -0.24103499999999997 -0.16030499999999998 68.961639504150014 -0.14581999999999998 89.619751778500017 81.524804347700012 44.710446918150005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 6 11 8 9 10 -7 12 14 22 15 16 -6 -18 21 20 -20 -14 -10 -24 -25 -26 27 -27 -28 -30
right_child=2 4 3 -5 5 7 -8 -9 13 -11 -12 -13 18 -15 -16 -17 17 -19 19 -21 -22 -23 23 24 25 26 28 -29 29 -31
leaf_value=-0.10871085036616748 -0.10885421597278784 -0.090518221326963272 0.22555469569312303 -0.10980910679994955 0.0037909310605507059 0.06290510616660093 0.10146395338907105 -0.15561818322071277 0.043999150180307561 -0.13787387518721059 -0.13403565145748789 -0.07948005357512658 0.097392976383146548 0.11549055162376293 -0.089564502956724051 0.052029264885691665 -0.011359007229224715 -0.13626420590957694 0.023792676350557568 0.064899855811566251 -0.10854149705232961 0.013378693389621464 -0.079591554927960814 0.059352280911382463 0.075670969819711331 -0.10765354408005108 0.0062002748530790089 0.085640196897025969 -0.087315880873309049 0.058245203777792257
leaf_weight=3.9632275924086562 10.727807905524967 5.2983189113438121 1.6359673552215088 2.8247593492269516 136.59323484450579 5.3845761790871602 13.022978082299231 3.5266510620713225 16.162440519779921 7.2371332831680766 3.1271518915891647 7.3411137722432604 17.58495166152716 4.1395876556634894 4.5612782910466185 15.180412188172339 6.434698134660719 4.0557835325598717 7.7257590070366877 10.346431225538252 4.699468657374382 8.4186638146638852 18.590314324945211 22.206118855625391 9.8578560426831228 11.9034436494112 116.11006262525916 2.5536707714200011 17.721604324877266 7.6322690844535819
leaf_count=91 249 76 11 59 654 17 34 33 65 57 46 44 50 11 22 47 29 29 27 31 24 31 153 88 27 133 557 9 171 25
internal_value=-0.000270151 0.00197831 -0.0730124 0.0131853 0.00287834 0.00390474 0.013484 -0.00527804 -0.00309279 -0.0684649 -0.00944961 0.0083447 0.0113351 0.00144506 0.00163862 0.00420235 -0.000733829 -0.0596493 0.0444999 0.0151597 -0.0262587 0.0701934 -0.00067448 -0.00416974 0.00328891 -0.00422079 -0.00927182 -0.0735106 -0.00270684 -0.0434977
internal_weight=506.568 491.379 15.1885 4.46073 487.416 482.118 235.965 246.153 242.626 15.7489 8.51173 222.942 215.601 226.877 166.825 162.264 147.084 10.4905 48.7753 22.7717 12.4252 26.0036 222.738 206.575 187.985 165.779 155.921 14.4571 141.464 25.3539
internal_count=2900 2581 319 70 2490 2414 1022 1392 1359 120 63 988 944 1239 781 759 712 58 163 82 51 81 1228 1163 1010 922 895 142 753 196
is_linear=0
shrinkage=0.1


Tree=23
num_leaves=31
num_cat=0
split_feature=1 3 3 2 4 4 1 1 0 1 0 1 4 4 4 3 3 0 2 1 4 4 3 3 4 3 3 1 1 3
split_gain=7.29057 4.45794 5.85128 5.09982 4.3206 8.87588 3.57292 10.3081 7.55236 4.96894 7.86103 5.99298 4.99015 8.87243 4.35356 4.06436 11.5191 7.1134 4.81825 6.50489 9.01203 6.24767 9.88238 10.9726 5.89071 9.90969 5.2688 10.3414 5.26964 5.70817
threshold=90.988176966900014 -0.25765499999999997 -0.25276999999999999 -0.23557500000000001 48.315732392000008 48.988717865950008 66.697957758300021 66.318885161900013 92.031298721500022 64.434276012450013 87.181320254150009 65.727424373200009 37.797539186950011 43.45354240915001 41.468518788800004 -0.21013499999999999 -0.22831499999999999 113.28087178455002 -0.058529999999999992 81.524804347700012 42.508878681700004 39.945535567850008 0.099010000000000029 0.090720000000000023 41.289992964000007 0.088395000000000015 0.083565000000000014 84.600400448950026 82.844837289750004 0.088165000000000021
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -6 7 9 -8 10 -4 12 -11 -14 -12 16 -10 18 21 24 -21 22 23 -17 -20 -26 27 -23 29 -28
right_child=4 2 6 -5 5 -7 8 -9 15 11 14 -13 13 -15 -16 17 -18 -19 19 20 -22 26 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-0.13388494259358424 -0.10795324150541459 0.10678264736016885 0.0019408367940547311 -0.017865320987659302 0.17829995849671268 -0.10879454600371868 -0.081981282801205396 0.10173000088332979 -0.029001477826129069 0.032605054802762733 0.094755803153770454 -0.149337770302884 -0.18334228679164941 0.027806299140560577 0.024749516612724305 -0.095213185453071614 0.12399483012445683 -0.13899240960430298 0.047643583905613601 -0.13167677795585611 0.04262308673300147 -0.084240337742215815 -0.15158303499778733 0.030901164736679143 0.028318019045665027 -0.13721667462022469 0.070086522745169508 0.041907372852542174 -0.081419294337969281 0.0007008287228766944
leaf_weight=4.6206227652728584 9.7837909124791604 5.4804022386670104 151.73570615425706 21.043490402400494 1.8490876331925381 2.5785627327859402 12.34373304247856 12.074037820100783 10.660711057484152 10.190869621932512 15.080399475991724 3.9736042059957972 3.8081893399357787 4.1683089435100555 21.616708531975746 12.102785069495441 9.1401369124650937 3.9354624301195136 46.624932188540697 6.4316047243773919 5.5057661011815071 17.150456916540865 7.637437790632247 16.045094054192305 12.244757924228908 5.1322308629751197 18.926972568035126 10.463367603719233 4.956118792295455 31.738856106996536
leaf_count=55 249 21 731 150 11 59 103 33 66 37 46 32 33 19 74 113 21 46 168 83 22 162 81 78 55 42 64 54 42 150
internal_value=-0.000263451 0.0018059 0.00407288 -0.0387537 -0.0708607 0.0111027 0.00283218 0.0118722 -0.00587942 0.00671983 0.0119855 -0.0380937 -0.0137622 -0.0730016 0.0535181 -0.00158406 0.0416221 -0.0058854 -0.00319851 0.0164826 -0.051286 -0.0157557 -0.0506978 -0.0233244 0.0291225 -0.0205721 -0.000733129 -0.0364407 0.0169941 0.0266209
internal_weight=499.044 484.833 459.169 25.6641 14.2114 4.42765 453.688 222.648 231.04 210.574 188.433 22.141 18.1674 7.9765 36.6971 218.697 19.8008 198.896 194.96 75.9393 11.9374 119.021 35.7853 28.1479 64.0019 17.377 83.2358 27.6138 55.6219 50.6658
internal_count=2900 2581 2376 205 319 70 2355 1005 1350 972 851 121 89 52 120 1247 87 1160 1114 370 105 744 272 191 265 97 472 216 256 214
is_linear=0
shrinkage=0.1


Tree=24
num_leaves=31
num_cat=0
split_feature=1 1 4 4 4 1 1 0 2 4 4 3 3 3 3 3 4 0 0 2 1 2 4 0 2 2 0 1 3 3
split_gain=6.41285 4.33574 3.98799 7.02907 3.78629 2.96168 8.19387 4.6967 6.06576 4.46701 4.43407 5.54919 7.59002 6.23761 4.27495 9.99613 8.87849 7.68665 10.9699 7.34327 4.23439 4.08946 3.92911 4.8887 3.22035 3.12971 5.92361 9.74277 3.10228 2.87053
threshold=90.988176966900014 54.884872733100003 48.315732392000008 48.988717865950008 29.904643970450003 66.697957758300021 66.318885161900013 92.031298721500022 -0.094344999999999998 41.941595803500007 43.162556114600001 1.0000000180025095e-35 -0.15684499999999998 -0.25095999999999996 0.091975000000000015 0.08784500000000002 39.788107623550012 87.29692395375001 85.839779647100016 -0.14581999999999998 62.305017173150013 -0.24405499999999999 38.592454371550012 85.656964494200011 -0.0086649999999999991 -0.23361999999999997 85.775256651950016 61.998532946250002 -1.0000000180025095e-35 0.10236000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 6 9 8 -7 14 24 12 13 -12 15 16 19 18 -17 20 21 -6 -16 -24 -11 -13 27 -27 -21 -25
right_child=2 4 3 -5 5 7 -8 -9 -10 10 11 25 -14 -15 22 17 -18 -19 -20 28 -22 -23 23 29 -26 26 -28 -29 -30 -31
leaf_value=-0.10777199280812387 -0.10714952099347391 -0.084872009085374497 0.14668874710392438 -0.10789247426788694 0.025768497184435725 -0.0038960788615387087 0.093969498553672093 -0.00079524399017956221 -0.132351696408437 -0.023163075093830761 -0.063502742926024244 0.11223998890203182 -0.14275437994637991 0.076628359001966129 0.077003771901898194 -0.036163424906792349 0.056781099927946312 0.022958762911872158 -0.28062361934689312 0.073451395439126946 -0.21068959839158208 -0.12815049978088111 -0.058719868163450185 0.069579843215927223 -0.1157584222931663 0.039904735874246915 0.058795875893430209 -0.1599834913513751 -0.02326949696453039 0.011603036782642677
leaf_weight=3.5946624763309947 8.9157487899065 4.9120567478239527 2.0127844288945189 2.3516891971230507 3.2718217521905864 8.6434953548014146 11.437185421586035 223.45622894540429 6.3963702470064154 41.805463720113039 6.3918293640017518 4.6207427605986586 4.686546776443719 6.3146414533257493 18.632290937006474 4.2015442922711355 29.48698465898633 4.4613533914089203 3.2598409056663513 6.1128796711564064 2.3538199551403522 3.6539056897163409 6.3916351720690718 14.927404083311556 4.1267592161893836 6.3588397167623061 17.49981077387929 3.9550612233579159 7.2484259456396121 19.957617871463299
leaf_count=91 249 76 11 59 14 52 34 1271 69 209 41 12 46 21 53 26 103 16 24 18 21 44 32 43 37 26 61 31 36 74
internal_value=-0.000263949 0.00163979 -0.0688087 0.00951392 0.00246854 0.00338203 0.0114482 -0.00443592 -0.0585275 0.00715268 -0.00907001 0.0115902 -0.0339816 0.00613718 0.0196848 0.00172468 0.020618 -0.0808794 -0.142967 -0.0264801 -0.0948177 -0.0554368 0.0388866 0.0216805 -0.0314823 0.0360281 0.0233669 -0.0367462 0.0209809 0.0364115
internal_weight=491.439 478.159 13.2802 4.36447 474.565 469.652 231.156 238.496 15.0399 219.719 95.7597 49.8275 17.393 12.7065 123.96 64.0506 52.1278 11.9227 7.46139 22.6409 9.27955 6.92573 59.9089 41.2767 45.9322 32.4345 27.8137 10.3139 13.3613 34.885
internal_count=2900 2581 319 70 2490 2414 1022 1392 121 988 484 238 108 62 504 302 236 66 50 133 79 58 202 149 246 130 118 57 54 117
is_linear=0
shrinkage=0.1


Tree=25
num_leaves=31
num_cat=0
split_feature=0 3 3 2 0 4 2 3 4 2 3 3 3 2 1 4 2 1 1 0 2 0 0 3 2 2 0 2 2 1
split_gain=5.75351 3.43818 5.69024 8.77988 7.54539 7.88583 10.1033 7.10828 12.0175 6.42125 5.57445 5.34736 4.96352 4.773 7.29666 5.20684 4.57452 4.28335 3.87958 6.08008 3.86391 3.78396 4.81906 3.74901 5.93936 7.18241 4.73973 4.13065 9.09923 5.95483
threshold=122.45926784190002 -0.25765499999999997 -0.15684499999999998 -0.23955999999999997 104.3578792496 42.406961525800007 -0.088944999999999996 1.0000000180025095e-35 41.468518788800004 -0.085734999999999992 -0.23472499999999999 0.074640000000000026 -0.093074999999999991 -0.16717499999999999 62.057679025150001 40.878805547300004 -0.23557500000000001 74.292851976800009 62.014663695050011 97.013011637200023 0.053395000000000012 95.071944867050021 76.591483678350016 0.079785000000000009 -0.065399999999999986 -0.15818499999999999 92.851278451300018 -0.59309999999999985 -0.5422499999999999 81.524804347700012
decision_type=2 2 2 2 2 2 2 2 2 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 17 7 -6 11 8 12 -8 13 -7 -4 -5 -15 -16 -1 -3 -14 -20 -11 22 -18 24 25 -9 -27 -25 -29 -30
right_child=-2 2 4 10 5 6 9 23 -10 20 -12 -13 18 14 15 -17 21 -19 19 -21 -22 -23 -24 27 -26 26 -28 28 29 -31
leaf_value=-0.1288702544584874 -0.10931030910107704 -0.13921211279268816 0.047388662287664453 0.070195313280062815 -0.11362884398557878 0.030635305956287575 0.15255245848777366 0.063612592869690815 -0.11657936800415332 -0.063803336049332346 0.094123815990159454 -0.1260611736244904 0.043796786517237639 0.07470625259541594 -0.013785875219386746 -0.18548507926250316 -0.08331820570393704 0.034932364835512986 -0.15289289912390308 0.0193168379090949 0.083709252910905377 -0.094622356536507968 0.039897917840688857 0.046897734688117747 0.086944521508441952 0.011744517290732791 -0.13154433484720177 -0.099670121866898997 0.0066281470582622683 -0.086054659515791943
leaf_weight=4.3113267365843084 4.7893590349704018 3.8691942431032649 12.367482312023641 9.9370384067296982 11.463306201621888 3.0445602685213107 4.1751437671482563 9.3805203884839994 12.851782027631996 4.2969145402312261 18.166754953563213 7.6498457565903664 3.6129724979400626 4.5977086238563061 4.1766885556280613 3.0602923110127449 4.324899245053536 2.2244327068328857 4.8515354022383672 3.5506334640085697 3.0263166837394238 4.7168986685574046 11.929489139467476 21.116611696779728 14.744470892474054 4.570930842310192 4.6639798730611801 8.6941357217729074 268.42010708339512 7.1159761212766162
leaf_count=59 129 40 59 35 255 13 10 37 149 37 67 103 16 16 25 26 64 13 36 21 12 48 48 79 54 18 68 61 1246 56
internal_value=-0.000247744 0.000838401 0.00283016 0.0361657 -0.000916217 -0.046278 -0.0114891 0.0031448 -0.0383279 0.0535816 0.0532248 -0.0814517 0.00291752 0.0190979 -0.0238063 -0.0863921 -0.035056 -0.075642 -0.0428577 -0.0801196 -0.00284393 -0.0157694 0.00711309 0.00770393 0.0395335 0.00198128 -0.0606218 0.00422647 0.00105625 0.00423453
internal_weight=485.701 480.912 455.629 46.0321 409.597 33.6561 22.1928 375.941 37.2344 11.4984 39.9385 10.6944 24.3826 21.7717 11.8347 7.23698 25.2826 6.09363 12.0151 8.40217 7.32323 20.9713 16.2544 338.707 33.3599 18.6154 9.23491 305.347 284.23 275.536
internal_count=2900 2771 2552 222 2330 430 175 1900 281 59 169 116 132 102 67 51 219 53 73 57 49 160 112 1619 177 123 86 1442 1363 1302
is_linear=0
shrinkage=0.1


Tree=26
num_leaves=31
num_cat=0
split_feature=0 4 2 1 1 0 1 0 4 1 3 0 2 3 3 0 1 2 2 2 4 3 2 4 1 4 3 1 3 4
split_gain=5.15601 3.22635 3.9154 5.03637 3.70591 2.83118 6.75085 5.7406 5.38279 7.24828 7.15343 6.68692 6.64078 4.26646 4.55668 4.69469 4.04866 3.94434 3.66767 3.65648 6.94351 4.58337 4.24194 3.24021 4.01287 3.21328 8.72496 4.22944 4.14669 6.28158
threshold=122.45926784190002 32.785955158400007 -0.10710499999999999 72.496961945650014 54.884872733100003 91.410264893400026 68.214248143850014 90.337570099350003 38.592454371550012 65.111767461350013 -0.16319499999999998 81.917319234750025 -0.22573999999999997 0.43162500000000009 0.11614000000000002 86.388225105700016 61.966271448700006 -0.56818499999999994 -0.25089499999999998 -0.0023999999999999998 41.169697216150006 0.085245000000000029 -0.01762 39.852039223600009 64.84561010645001 42.178283198950005 0.097615000000000021 62.046925192600007 0.077470000000000025 48.315732392000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 23 8 11 13 -11 12 -6 14 17 16 -16 -10 -19 22 -21 -22 25 -7 -25 -20 28 -28 29 -27
right_child=-2 4 3 -5 5 6 -8 -9 9 10 -12 -13 -14 -15 15 -17 -18 18 19 20 21 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.12470867123616743 -0.10842626176650716 -0.10671039564453547 0.062108268293344274 -0.12118667984163448 0.073962248752596466 0.0013683034881215661 -0.00094840155142840519 0.064546204313782565 0.11108262955119218 0.047366515888866451 -0.16421830077021762 0.064257358100622941 -0.12016010703427585 0.094577163022593835 -0.031713113253489078 0.038194192528194781 -0.17619212002520679 -0.075459873582446282 0.023836617612890069 0.016757524356982068 -0.0033050109364336669 -0.17950013674303525 0.080870231057334402 0.0020532306790933268 -0.14993183994748369 -0.1071055306378441 -0.04865218388961786 -0.21434635811349875 0.021830346459814149 0.012635079147396481
leaf_weight=4.4843685533851385 4.3671209812164298 3.1147857792675486 4.1975849568843824 2.3317819964140654 2.925045695155859 3.7824311777949324 219.72996366024017 18.18383470363915 3.415522761642932 2.327758964151144 5.0960654951632014 27.698133882135153 4.4329984113574019 4.947942614555358 3.8682928606867772 3.3033303394913673 3.8899873308837414 5.8144844360649577 55.833787243813276 8.9927934706211072 2.2541864402592173 4.2787036076188087 8.1696976311504823 2.3732255697250348 6.4822488054633141 7.3936777338385609 3.5206129178404799 2.7390668988227844 38.504281617701054 10.75254964828491
leaf_count=80 129 91 17 47 17 17 1409 68 8 12 58 89 40 13 18 12 34 39 207 33 15 43 31 10 59 72 19 21 149 43
internal_value=-0.000265116 0.000729648 -0.0527628 -0.00335043 0.00199985 0.00273482 -0.00503615 0.0106428 0.00597882 -0.00118204 -0.0978753 0.0417468 -0.0429906 0.00309896 0.000317506 -0.061645 -0.104155 0.00483658 0.00238885 0.00556669 -0.0402418 -0.118704 0.0111706 -0.0761081 -0.109201 0.00637516 -0.00912217 -0.121155 0.00325712 -0.0361532
internal_weight=479.206 474.839 11.0137 6.52937 463.825 460.711 232.368 228.343 210.159 175.103 7.42382 35.0562 7.35804 167.679 162.731 11.0616 7.75828 151.669 148.254 142.439 15.5257 6.53289 126.914 12.6379 8.85547 118.744 62.9102 6.25968 56.6505 18.1462
internal_count=2900 2771 144 64 2627 2536 1495 1041 973 827 70 146 57 757 744 64 52 680 672 633 91 58 542 86 69 511 304 40 264 115
is_linear=0
shrinkage=0.1


Tree=27
num_leaves=31
num_cat=0
split_feature=0 2 2 0 1 4 4 2 2 2 4 4 3 2 2 4 1 3 3 0 0 0 1 0 3 1 0 0 0 4
split_gain=4.62599 2.87289 4.71712 2.46875 7.74913 5.64549 7.89062 5.31465 7.18448 6.84691 4.05949 4.63671 5.9838 3.83593 9.11573 8.29801 14.5465 6.8503 6.76203 8.18358 4.25416 3.64779 7.51552 5.63124 6.13414 5.5423 8.46046 5.08589 5.70171 8.57204
threshold=122.45926784190002 0.68694500000000025 0.36034500000000008 98.201310130900012 78.220689305400015 40.259171735100004 41.395309858300003 -0.61225999999999992 -0.59681499999999998 -0.50001499999999999 49.275256100300005 48.852845034800005 -0.52484999999999993 -0.15895000000000001 -0.092864999999999989 44.710446918150005 81.524804347700012 0.074640000000000026 -0.15148999999999999 104.62941352080001 101.15323715815002 85.716110573100011 61.917879202350001 85.613949164150014 0.091545000000000029 60.474177186300004 79.882156430000023 85.807518149550006 86.001087134900004 40.532725462000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 5 -5 -7 -6 -9 -10 11 12 -1 18 17 16 20 -15 -11 -20 -16 22 25 -24 -25 26 -14 -23 29 -29
right_child=-2 -3 -4 4 7 6 -8 8 9 13 -12 -13 21 14 15 -17 -18 -19 19 -21 -22 27 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.10973518180297764 -0.10762853595042346 0.058236078602868627 -0.11235127948863165 -0.12733230266521908 -0.15446379218918654 0.069650457316873332 -0.080141864044014688 0.11678874461921143 -0.13036203173059654 0.13549430278322272 -0.074850447719565436 0.078161909232564719 0.0086057902118733872 0.020169531273220333 -0.019720512998414631 0.09933277462374715 -0.090103012204367908 -0.12767149673889819 0.070399927917642588 -0.12693225812006653 0.072120176974915073 0.070595859298536082 -0.094682347442966733 -0.057083678293704525 0.097539935643022713 0.050614454550047698 -0.13881153790520989 0.023114462565563633 0.011743003338659463 -0.13381296729058176
leaf_weight=4.5464638154953709 3.9793280418962231 8.5054841525852662 3.7342764753848305 8.6702636443078536 2.1307924576103678 5.4900313764810553 9.7836375087499601 5.4208483155816785 3.9610223621129981 5.7037892900407305 6.3116540163755408 8.6979969143867475 19.580151282250885 4.7499230466783038 7.5373791903257397 9.2839904725551587 13.228809887543319 9.2135390248149616 5.5885382480919343 3.3682140335440636 15.244481664150952 13.700281172990797 15.673856198787691 7.169505834579466 3.9955140352249146 19.662528019398451 4.8592814654111853 7.0696197450160962 229.89805521070957 6.8570559620857239
leaf_count=67 129 37 56 79 28 17 83 22 59 15 63 27 183 30 31 30 197 142 24 60 54 41 147 41 12 70 37 25 1046 48
internal_value=-0.000262872 0.000646859 -0.000415363 0.000498502 -0.0126065 -0.0628844 -0.0262999 0.001485 0.0054741 -0.002274 0.00461709 0.00608492 0.00420233 0.00458976 -0.00674102 0.0150358 -0.00669696 -0.0773807 0.0503889 -0.00380744 0.0417347 0.00577939 -0.0142991 -0.0560224 -0.00175007 0.0110922 -0.0207051 0.0113105 0.00797926 -0.0541517
internal_weight=473.616 469.637 461.132 457.397 109.375 23.9439 15.2737 85.4313 83.3005 77.8797 348.022 341.71 333.012 73.9187 59.2581 45.2947 36.0107 13.9635 14.6605 8.95675 22.7819 328.466 70.9408 26.8389 11.165 44.102 24.4394 257.525 243.825 13.9267
internal_count=2900 2771 2734 2678 871 179 100 692 664 642 1807 1744 1717 583 484 312 282 172 99 84 85 1650 490 200 53 290 220 1160 1119 73
is_linear=0
shrinkage=0.1


Tree=28
num_leaves=31
num_cat=0
split_feature=0 4 2 2 4 2 3 1 2 2 2 4 2 0 3 1 3 0 2 2 2 1 4 4 4 1 4 0 0 2
split_gain=4.1524 2.58309 2.39096 2.29247 6.01071 5.80323 4.23529 3.28609 2.61434 11.1866 7.09926 7.87306 5.03261 7.32805 10.1028 4.78062 6.73406 9.12447 5.45155 4.45877 10.7457 4.33415 7.02986 5.84539 4.57482 3.50771 3.24271 2.72607 4.65636 10.2406
threshold=122.45926784190002 29.904643970450003 0.68694500000000025 0.22542000000000004 38.441102963850007 0.20981000000000005 0.082055000000000017 69.276189105400007 0.072320000000000023 0.06041500000000001 1.0000000180025095e-35 41.028010303750008 -0.062629999999999991 86.345209775600011 0.10500500000000003 62.057679025150001 0.11467000000000002 96.588235252600015 0.13860000000000003 -0.01762 -0.053019999999999991 71.090898343450007 44.710446918150005 41.348489042950007 42.233786329550007 71.381251821550009 41.941595803500007 92.652332549650012 97.32487278035002 -0.096499999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 8 -6 -5 9 10 12 25 27 14 19 -10 17 26 -19 20 -14 24 23 -23 -15 -12 -17 -3 29 -29
right_child=-2 2 -4 4 6 -7 -8 -9 15 -11 11 -13 13 21 -16 16 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.077531786489949642 -0.106907966887963 0.0065303235607691275 0.054500886733143322 0.073665283394591705 -0.019982504638106 0.12445912565347064 -0.1426555407745789 -0.045586601521264994 0.037271712172677912 0.11431499134530231 0.046321192209521134 -0.11989800270896769 0.072692934600710454 0.088166741127027617 -0.16122705344770227 -0.20525549982767533 0.070611342129004398 -0.10965997711881093 0.058813711700206522 0.079695353228328061 -0.12166972062495784 0.0065682781428792305 0.11728627414835363 -0.15473881894562055 -0.0048284861363083499 -0.078008936713362051 -0.086344186835546191 -0.0058397156557553681 0.00064573416575382594 -0.10660772162861053
leaf_weight=4.1976627483963957 3.6236757840961209 160.78848482295871 8.2861378751695138 5.775230389088394 5.5966820139437896 3.8268809281289569 5.6612718105316162 3.8519170787185431 8.0818287618458289 8.8098003771156055 6.7832431271672267 10.083246259018777 5.6334701403975522 26.320037312805653 4.1723663583397856 4.7303286232054287 3.6368819065392008 3.0289887897670251 5.2492075674235821 6.2477080728858718 5.7457634136080742 10.351262681186201 4.4161162395030251 2.8691931553184977 6.6206141859292975 3.4098933786153793 4.4513549972325563 31.03985445573926 88.533507645130157 14.938854221254585
leaf_count=80 129 768 35 20 35 11 54 38 38 22 26 135 17 82 33 33 14 32 22 32 44 59 13 29 30 39 54 201 658 117
internal_value=-0.000277254 0.000557045 0.00127128 0.00029255 -0.0320616 0.00186484 -0.0816709 0.0259514 0.000763386 0.00288796 0.000357633 -0.0572467 0.00353435 0.0271661 -0.0213015 -0.0281261 -0.0531789 -0.0789643 -0.00283074 0.0118195 -0.0254474 0.0480562 0.00804942 -0.0284397 0.069476 0.00472924 -0.147606 -0.00225767 -0.0127624 -0.0385801
internal_weight=466.761 463.138 458.94 450.654 20.8851 429.769 11.258 9.62715 425.942 396.763 387.954 20.2764 367.677 72.3765 21.7993 29.1786 21.0968 17.4599 8.2782 17.6269 11.3792 50.5772 17.6366 13.2205 32.9407 10.1931 9.18168 295.301 134.512 45.9787
internal_count=2900 2771 2691 2656 147 2509 89 58 2498 2305 2283 200 2083 339 126 193 155 141 54 93 61 213 101 88 112 65 87 1744 976 318
is_linear=0
shrinkage=0.1


Tree=29
num_leaves=31
num_cat=0
split_feature=1 4 3 2 3 3 2 0 0 1 2 2 4 4 3 2 4 4 3 2 2 1 4 2 2 4 2 4 1 1
split_gain=3.55822 3.93549 4.30796 3.17288 2.23662 4.98946 3.92971 2.88558 3.59322 2.57243 2.37836 2.5811 4.47243 4.8538 3.50979 2.74091 2.86315 3.91551 6.09475 3.84381 10.7474 3.74462 6.11538 8.06087 3.73288 7.21292 3.48917 5.27989 9.61478 8.06216
threshold=89.912793714750009 45.027406014450008 0.07870000000000002 -0.088099999999999998 -0.25765499999999997 -0.25276999999999999 -0.23557500000000001 95.071944867050021 76.591483678350016 55.788194664950005 0.68694500000000025 0.25677000000000011 38.441102963850007 37.020641110850008 0.077015000000000014 0.20327000000000003 32.483642351600004 34.542090938800008 0.094415000000000013 0.072320000000000023 0.06041500000000001 62.057679025150001 39.945535567850008 0.13860000000000003 1.0000000180025095e-35 41.028010303750008 -0.062629999999999991 40.259171735100004 82.987325570650015 69.873026810350026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 6 -6 -1 8 9 -8 11 15 13 -13 -14 16 -7 18 -18 20 24 -21 -23 -24 26 -26 27 28 29 -19
right_child=1 2 -4 -5 5 10 7 -9 -10 -11 -12 12 14 -15 -16 -17 17 19 -20 21 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.12643138416162114 -0.10570484566595986 -0.039770525758882708 -0.11832117573144436 0.12351675044752185 0.099215432555695593 -0.086351762568556562 0.020997834288236122 -0.087347234185324238 0.035846368458965369 -0.14631199572341999 0.056041721149438145 -0.082403623665070161 -0.0068977796304953796 0.084976418697614436 -0.15300369144412282 0.049061699489515269 -0.039270873162727288 -0.0081287527347005031 0.10964095649013331 0.025653311713326406 0.11642756189780244 -0.16508650140313996 -0.11017090195740364 0.050684914984274354 0.018763533090003611 -0.1134950847450899 0.022526335718203894 0.00512607819867094 0.093400348912974954 -0.08263988543546269
leaf_weight=3.5168055407702949 6.6409544255584461 2.0821744352579117 2.0836457461118698 2.7772782817482948 5.3135121483355752 3.743239937350153 1.5773999597877293 3.9829320237040511 11.563463758677242 2.2015570681542158 7.9026270415633908 2.9917602650821191 2.6351649295538664 4.1161133758723736 4.371991790831089 12.076323030516503 4.2273220177739841 33.978727620095015 7.8568637147545815 6.3788252882659462 8.0656758546829206 4.4370740335434702 6.1269374489784223 6.3380848802626133 8.3218792676925677 8.1733581405132991 65.888446312397718 190.66364313848317 5.9468156248331061 25.359090125188231
leaf_count=53 252 34 53 21 21 54 29 36 48 35 35 35 14 15 43 51 41 154 29 33 19 34 65 26 42 93 306 985 38 206
internal_value=-0.000247865 -0.0506689 0.001972 0.0535515 0.00128181 0.00292049 -0.0292011 -0.0115073 0.00818097 -0.0764741 0.00170108 0.000657999 -0.0413649 0.0145248 -0.098058 0.0021499 0.000680349 0.00153371 0.0575482 -0.000297311 0.0023462 -0.0396302 -0.0642681 -0.0283806 -0.000373445 -0.0467704 0.00200456 -0.00327834 -0.0278234 -0.0399724
internal_weight=461.34 13.5841 6.9431 4.85945 447.756 424.913 22.8422 19.3254 15.3424 3.77896 419.6 411.697 14.115 7.10787 7.00716 397.582 385.506 381.763 12.0842 369.679 346.398 23.2809 16.9021 12.465 338.332 16.4952 321.837 255.948 65.2846 59.3378
internal_count=2900 360 108 55 2540 2339 201 148 112 64 2318 2283 107 50 57 2176 2125 2071 70 2001 1843 158 125 91 1824 135 1689 1383 398 360
is_linear=0
shrinkage=0.1


Tree=30
num_leaves=31
num_cat=0
split_feature=1 4 4 2 4 3 1 0 1 3 2 2 1 0 1 0 4 4 0 1 2 0 1 3 3 4 4 3 2 3
split_gain=3.15372 2.1032 6.40868 4.23452 4.16888 3.79671 3.57203 5.3659 5.07423 3.69227 3.65138 3.14381 2.90686 5.99178 3.07581 5.71266 9.48405 10.7071 5.33685 5.41526 3.20377 3.09533 6.32234 6.27038 4.68724 3.20738 5.61567 3.1175 6.77213 5.79195
threshold=93.985807782350022 49.110028829250005 48.852845034800005 -0.15726999999999999 49.842240509300005 -0.27223499999999995 83.715897724050009 105.48703166445002 82.987325570650015 0.075065000000000021 0.68694500000000025 0.059160000000000011 81.524804347700012 104.62941352080001 80.468240302450013 98.851916998450022 39.995120105550008 41.24714903835001 101.83879398140002 78.349735295650007 0.098830000000000015 97.013011637200023 75.18810853425002 0.09310000000000003 0.10818500000000002 45.90502654165001 48.008184682100008 0.083795000000000022 -0.24103499999999997 0.093295000000000031
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -3 -1 8 -8 10 -9 12 -11 14 -14 15 21 20 -18 19 -19 -17 22 25 -23 -25 27 -27 28 -7 -29
right_child=-2 3 -4 -5 -6 6 7 9 -10 11 -12 -13 13 -15 -16 16 17 18 -20 -21 -22 23 -24 24 -26 26 -28 29 -30 -31
leaf_value=-0.053127800573464334 -0.06942301351900132 -0.067785562551080744 0.085669792069457976 -0.090179274144258373 0.046282742158838319 -0.061081966176991569 -0.13683423971471298 0.04583407557979699 0.098250602639976384 -0.07576166675352887 0.07433180941724267 0.099638678744048748 -0.14024225210539898 0.032423738201868411 0.049707409089181753 -0.14580741107319259 0.081471063992552828 -0.10158260764928032 -0.16557790903968569 0.046227383252920327 -0.0018481124876353597 0.068612273134330853 -0.11800529480022184 -0.079294225169476956 0.050907842795905503 -0.11659939925350978 0.034511029790623586 -0.022053878910584836 0.029570792203153191 0.01391363802948194
leaf_weight=12.808733150362967 6.4963709246367207 5.1463753543794182 9.0202435255050641 7.5350927039980879 8.4889352861791831 9.1398923397064191 4.3838961776345995 6.5117397606372824 5.6634116806089869 7.8571437206119281 7.0235024616122237 1.1746366955339906 4.2124598398804647 3.8434446062892675 13.500012647360562 8.2695736922323686 9.0633337572217005 4.5971124134957773 3.4888132289052001 5.3786285817623138 1.9013317003846157 20.028458498418335 4.331804357469081 6.5634428001940233 4.7774686142802238 5.7344678901135904 4.3059889264404774 79.763752873986959 83.761949196457863 102.05628749914467
leaf_count=151 239 32 28 108 51 94 64 50 22 138 27 17 44 28 49 96 26 37 28 19 14 66 52 40 19 54 17 432 400 458
internal_value=-0.000245329 0.00075261 0.00227046 -0.0300168 0.00322994 0.00047991 0.00216563 -0.0391239 0.00428948 -0.0115657 0.0028955 -0.0529498 0.00155654 -0.0578639 0.00286206 0.00107135 -0.0387444 -0.00255762 -0.0591195 -0.0218878 -0.118896 0.00513399 0.00189658 0.0349693 -0.0244453 0.00372053 -0.0517936 0.00574945 0.0206522 -0.00186517
internal_weight=456.828 450.332 429.162 21.1704 13.6353 420.141 407.333 19.9274 387.405 15.5435 381.742 9.03178 374.718 8.0559 366.662 353.162 32.6988 22.5279 13.4646 9.97574 10.1709 320.464 289.094 31.3694 11.3409 284.762 10.0405 274.722 92.9018 181.82
internal_count=2900 2661 2470 191 83 2442 2291 269 2022 205 2000 155 1973 72 1901 1852 220 110 84 56 110 1632 1507 125 59 1455 71 1384 494 890
is_linear=0
shrinkage=0.1


Tree=31
num_leaves=31
num_cat=0
split_feature=1 4 4 0 1 3 3 3 1 1 1 0 4 2 0 3 0 0 4 4 1 1 0 2 2 4 0 0 3 1
split_gain=2.75194 3.37851 4.27615 1.86487 3.32045 3.23402 5.18099 4.4769 2.54465 8.43887 3.0016 6.00117 5.53202 4.7951 7.3632 4.07924 3.47336 4.67191 5.38157 3.36497 3.13907 5.36996 5.19932 3.42341 8.94075 9.40685 5.92223 3.1866 7.11222 6.6366
threshold=90.988176966900014 48.315732392000008 48.988717865950008 75.994645973400011 56.229101798300007 0.070195000000000021 -0.15684499999999998 -0.25445999999999996 57.960468834350003 60.474177186300004 61.944763783650011 85.656964494200011 43.968221017800005 -0.095019999999999993 85.40693788805001 -0.15684499999999998 85.807518149550006 86.001087134900004 40.79983011445001 42.467547400400008 63.910026677050006 62.837331883000012 88.576630023850015 -0.068524999999999989 -0.101965 42.654057868200006 86.280686780500005 90.837623311600012 0.25847000000000003 68.214248143850014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 7 -1 -5 -10 13 12 15 14 -11 -12 19 18 -18 -13 21 23 -22 24 -19 -26 -25 -24 29 -29
right_child=1 2 -4 8 -6 -7 -8 -9 9 10 11 16 -14 -15 -16 -17 17 20 -20 -21 22 -23 27 26 25 -27 -28 28 -30 -31
leaf_value=-0.07269489145723311 -0.10443775634075517 0.11715451913166208 -0.105305469279796 0.054814943272824518 -0.11612020467581199 0.072588331264890574 -0.12801560965676073 0.077397593146497842 -0.10771567669704954 0.034875203874211815 0.02909924500825093 0.077449836715694276 0.051670621265738098 0.051714418886907337 -0.13513241814954163 -0.11483195658300674 0.011095331336237538 0.04866462565274849 -0.13891973614587627 -0.015158221288988886 -0.095255511647912933 0.08824190850599628 0.031715362232496623 -0.043512665216937509 -0.13941023155564161 0.002917667092679222 0.066408449886019544 -0.067735165316263626 -0.15484790155417322 0.002554472643815686
leaf_weight=3.5475519280880681 5.447493474930523 2.0038379207253461 1.5191318001598118 9.0127468034625036 3.6022259425371876 3.6645551919937125 3.982564656063917 4.5184507071971884 7.0057888552546492 7.0957804098725301 2.4120494443923262 11.665908478200437 3.5902847722172728 27.66389699280262 3.9745855405926704 10.722826736047862 4.5312578380107862 14.359476760029787 5.063594376668334 5.9119595214724532 5.8900290224701157 10.298091202974318 27.799237295985222 6.6360381692647961 7.8944888636469903 11.27714743465185 18.751302115619183 14.379109246656297 3.0902634207159272 204.08477104082704
leaf_count=59 249 11 59 33 69 20 68 26 51 27 16 33 16 93 24 115 17 46 38 31 41 33 128 37 45 41 64 100 35 1275
internal_value=-0.000250596 -0.055085 0.0212281 0.000861206 -0.0295252 -0.00967333 -0.0346931 0.0113846 0.00224837 0.00110427 0.00297699 0.000192519 -0.0583326 0.029457 -0.0261625 -0.0884009 0.00297622 0.000696383 -0.0680737 0.046303 0.00273004 0.0216183 -0.00239206 0.00997348 -0.0110009 -0.0556901 0.037676 -0.000198515 -0.00420287 -0.00207193
internal_weight=451.396 8.97046 3.52297 442.426 19.3153 15.7131 12.0486 8.066 423.111 414.098 407.092 368.358 16.7252 38.7343 11.0704 13.1349 351.633 334.055 9.59485 17.5779 324.46 69.2165 255.243 58.9185 33.5311 19.1716 25.3873 249.353 221.554 218.464
internal_count=2900 319 70 2581 242 173 153 85 2339 2306 2255 2111 147 144 51 131 1964 1900 55 64 1845 266 1579 233 132 86 101 1538 1410 1375
is_linear=0
shrinkage=0.1


Tree=32
num_leaves=31
num_cat=0
split_feature=1 4 4 0 1 1 3 3 1 1 1 0 4 2 3 0 0 1 3 3 1 1 0 4 4 2 2 3 0 1
split_gain=2.42308 3.08224 3.55673 1.58952 3.01829 2.75636 2.43158 5.5153 2.08802 6.99898 2.47576 5.06129 4.71812 4.14297 3.60262 2.87808 3.84946 4.57623 3.88836 3.0225 2.61433 4.68094 4.16902 3.02128 4.30447 4.08146 10.3505 5.52057 2.62488 5.76572
threshold=90.988176966900014 48.315732392000008 48.988717865950008 75.994645973400011 56.229101798300007 54.884872733100003 -1.0000000180025095e-35 -0.15148999999999999 57.960468834350003 60.474177186300004 61.944763783650011 85.656964494200011 43.968221017800005 -0.01762 -0.15684499999999998 85.807518149550006 86.001087134900004 62.154463517850012 0.091885000000000022 0.087605000000000016 63.910026677050006 62.837331883000012 88.576630023850015 40.621691032550004 43.162556114600001 -0.12350999999999999 -0.079074999999999993 0.091975000000000015 90.837623311600012 67.649671936450019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 7 -7 -5 -10 13 12 14 -11 -12 19 17 18 -17 -13 21 23 -22 -18 25 -25 27 -27 -24 -30
right_child=1 2 -4 8 -6 6 -8 -9 9 10 11 15 -14 -15 -16 16 20 -19 -20 -21 22 -23 28 24 -26 26 -28 -29 29 -31
leaf_value=-0.10552633621970359 -0.10400562967006009 0.1027691269595092 -0.10478228184137701 0.049955160547370404 -0.11452369922565989 0.034658960427863768 0.083245327534814686 -0.1306135054904467 -0.099176009134677903 0.0093824091835761781 0.026065038651545597 -0.0054821320505768871 0.046192056927394698 0.088718017418599415 -0.10966682232078465 -0.037713718963762376 0.055051311739238953 0.032626236331137572 -0.19693988567905349 0.079035978044492028 -0.084944933026033578 0.083973656452035236 0.029046533035284341 0.051277071348528283 0.056509860478235086 -0.18145816606213741 0.0062561664009602412 -0.025379404121558424 -0.073748060967197923 -7.0595383959278987e-05
leaf_weight=2.4828031230717924 4.9485315699130279 2.0530185587704186 1.3810804579406974 8.9063606262207013 3.3025373946875325 6.5624619107693425 3.3206538371741763 2.9165011234581462 6.8560645543038836 29.742018647491932 2.4229398667812374 7.4460413828492191 3.6131847053766242 8.4530322849750501 10.135776445269583 3.2334090806543809 11.511186644434927 3.3072892725467682 2.9175735451281071 9.8002442345023137 5.9414866864681235 9.767340272665022 27.343048257753253 6.9321016743779102 9.8677398264408094 5.7655713632702774 20.404972519725575 3.7337651774287224 11.18705780431628 210.08102335594594
leaf_count=91 249 11 59 33 69 35 12 35 51 117 16 32 16 27 115 17 39 13 25 32 41 33 128 22 31 36 89 16 81 1329
internal_value=-0.000234724 -0.0534917 0.0192989 0.000784636 -0.0278331 -0.00909925 0.00960518 -0.0161923 0.00205287 0.00101347 0.00271539 0.000183252 -0.0545084 0.0269404 -0.0834802 0.0027158 0.000646744 -0.062234 -0.113239 0.0425455 0.00249071 0.019912 -0.00216196 0.00916381 -0.00214609 -0.0178589 -0.0338852 -0.120111 -0.000183555 -0.00379564
internal_weight=446.337 8.38263 3.4341 437.954 18.585 15.2824 12.7996 9.47896 419.369 410.463 403.607 365.412 16.1719 38.1951 12.5587 349.24 331.994 9.45827 6.15098 17.2463 322.535 67.9827 254.553 58.2153 46.7042 36.8364 29.9043 9.49934 248.611 221.268
internal_count=2900 319 70 2581 242 173 82 70 2339 2306 2255 2111 147 144 131 1964 1900 55 42 64 1845 266 1579 233 194 163 141 52 1538 1410
is_linear=0
shrinkage=0.1


Tree=33
num_leaves=31
num_cat=0
split_feature=1 3 3 4 0 2 3 4 2 0 2 2 3 2 1 1 1 2 3 2 1 4 1 4 3 0 3 2 0 2
split_gain=2.14702 2.07249 3.47464 1.81231 4.06848 1.63345 12.7326 5.06031 4.54103 6.49022 4.39445 6.36088 3.53277 3.37373 5.73461 5.10813 4.83715 4.18022 3.44867 4.8209 3.28624 7.65796 5.11755 4.65967 6.49725 7.29133 6.28631 4.8465 5.32885 4.70946
threshold=93.985807782350022 -0.15684499999999998 -0.15959999999999999 51.779769178100004 110.50907145210002 -0.24103499999999997 0.091705000000000023 43.509905336500005 -0.26138499999999998 98.201310130900012 -0.50001499999999999 -0.58350999999999986 0.070195000000000021 -0.15895000000000001 64.84561010645001 57.129735272050006 62.084563606450011 -0.15009499999999998 -0.15517999999999998 -0.21094499999999999 81.524804347700012 44.710446918150005 80.288113607700012 42.102795028150005 0.088165000000000021 91.144107538500023 0.070195000000000021 -0.08725999999999999 86.692020874450009 -0.11420499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 6 8 10 9 12 11 -8 -1 14 15 -7 -17 -15 -16 -20 22 -22 23 -19 26 27 -25 -26 -29 -28
right_child=1 -3 -4 4 -6 13 7 -9 -10 -11 -12 -13 -14 17 18 16 -18 20 19 -21 21 -23 -24 24 25 -27 29 28 -30 -31
leaf_value=0.078418785655846812 -0.10431504168915536 -0.10469258692976356 0.18701475523178515 -0.11376442347751158 0.071984680570539125 0.028587923389199001 0.014295645150340762 0.11856270685303361 -0.12500719564861129 -0.1304013408296594 0.077818196315779756 -0.12631376773694619 -0.038664481332801204 -0.087368834977603352 0.084607520265148908 -0.15183141037252484 0.0070929179016791773 0.010129862122340565 -0.068337922284223127 0.062198826720915194 -0.074295331093285358 0.046230238705344519 0.061084006020592024 -0.069579666730397755 -0.10011503799545128 -0.14107677346150535 0.095339614541869955 -0.050951826557924788 0.056297110853567971 0.0051503792548491184
leaf_weight=4.2616447899490613 0.88710674364119768 3.7031010547652832 0.76023472286760785 3.8162332940846673 1.7064502798020837 11.074610434472563 15.917532193474473 5.0875242725014678 9.0076078400015813 4.9813197683542958 7.030308615416291 4.0322853438556185 6.5194450858980417 5.3828928563743821 17.265965413302187 4.0942488349974147 3.598418639972806 191.68129347637296 4.4155587274581212 7.8749005049467051 15.880067254416646 7.8915122207254162 15.094367139041422 9.9081712495535594 6.7776108868420151 7.3022051695734254 6.7526039741933337 10.02051803097129 8.6165971085429174 40.605412740260363
leaf_count=30 42 194 3 81 10 51 74 17 131 76 25 35 42 58 60 55 24 915 31 40 241 33 52 118 50 73 20 83 29 207
internal_value=-0.000219894 -0.0631818 0.0301313 0.000551696 -0.0563699 0.00128094 -0.0145145 0.0270832 -0.0683675 -0.0360001 0.00983332 -0.0141245 0.00761723 0.00367989 0.0283376 -0.0148936 -0.077491 2.38537e-05 0.0557879 0.0153013 0.0014915 -0.0342841 0.00435728 0.0013173 -0.0174552 -0.0530058 0.00285538 -0.0277011 -0.00136685 0.0180101
internal_weight=441.948 5.35044 1.64734 436.597 5.52268 431.075 56.8377 32.0677 24.77 15.7624 26.9801 19.9498 10.7811 374.237 48.3237 18.7673 7.69267 325.913 29.5564 12.2905 320.53 23.7716 296.759 281.664 89.9831 32.7169 57.2662 25.4147 18.6371 47.358
internal_count=2900 239 45 2661 91 2570 430 151 279 148 134 109 72 2140 261 130 79 1879 131 71 1821 274 1547 1495 580 235 345 162 112 227
is_linear=0
shrinkage=0.1


Tree=34
num_leaves=31
num_cat=0
split_feature=0 3 0 3 0 1 1 0 4 1 2 4 4 3 3 3 4 1 4 1 2 3 1 0 3 3 3 2 1 3
split_gain=1.95212 4.30846 2.51303 1.97586 3.63073 3.55155 4.31095 3.66774 1.86901 4.52459 4.8725 3.39703 6.96586 3.9908 4.9392 3.41477 4.55544 3.21612 9.59108 4.73265 3.75941 3.03391 2.76677 3.32881 2.64893 3.0804 3.36868 9.21561 5.0295 3.45119
threshold=113.28087178455002 -0.15684499999999998 118.45077676945002 -0.27223499999999995 93.063666643600016 68.214248143850014 61.944763783650011 71.249517373150013 49.110028829250005 86.858705278550005 -0.23557500000000001 47.833738492450003 45.90502654165001 -0.22125500000000001 -0.22831499999999999 -0.24637000000000001 41.24714903835001 83.715897724050009 44.710446918150005 82.987325570650015 0.20981000000000005 -0.12530999999999998 87.33187390945001 109.87728379140002 -0.11050499999999999 1.0000000180025095e-35 0.084365000000000009 -0.055714999999999994 61.93938686740001 0.083185000000000023
decision_type=2 2 2 2 2 2 2 2 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 11 10 -10 12 13 14 15 16 -5 19 20 21 -19 -15 -11 -24 -23 -26 27 28 -27 -30
right_child=1 -3 -4 8 -6 -7 -8 -9 9 22 -12 -13 -14 17 -16 -17 -18 18 -20 -21 -22 24 23 -25 25 26 -28 -29 29 -31
leaf_value=-0.12860426445039491 -0.054147670561532336 -0.08959879727573121 0.09114779765615777 -0.014247736427748257 -0.13855653367263934 0.11368042306765874 -0.15933194832429226 0.043116008440274356 0.048006290576301541 0.10487932236208219 -0.10981180261103607 0.050690489864999057 -0.087039253023784374 -0.069484526735157523 0.11140366223683523 -0.05392499560116254 0.084166485492392501 -0.12120980337114738 0.13615062512904744 0.095287788459086351 0.051282747996145177 0.079966444676778811 -0.1208915740014716 0.079148070996737124 -0.03485875499490209 0.08930734603497073 -0.0014288316832560264 0.076498859472507313 -0.044942010521602113 0.026616606655735821
leaf_weight=1.6323808776214699 2.0084387697279453 7.1315026562660915 2.9226718749850988 9.1196616534143775 2.7770286891609421 1.9020125344395626 2.175140218809247 5.2252692449837923 2.5993085056543359 3.046161711215972 7.9083987418562183 14.709270805120466 8.6422261428087932 6.0068367831408969 7.0829813200980416 5.3648512642830601 9.7127339737489802 8.0684400191530568 2.2286873832345 5.4034234210848799 1.4981139302253712 4.3264575209468594 1.7705686483532193 1.5690775979310272 22.041075732558966 4.7750424556434146 232.06640899553895 21.961340595036745 20.231957037001852 10.106497045606373
leaf_count=48 27 231 46 58 37 11 20 40 15 8 109 57 80 63 22 38 40 177 5 20 27 31 27 13 177 14 1208 93 114 44
internal_value=-0.000234722 -0.0399027 0.031969 0.000893945 -0.0364475 -0.0105156 -0.0366673 0.00224007 0.00214204 -0.0304277 -0.0707721 0.00354086 0.00170919 0.00378215 0.0379576 0.0164586 0.036509 0.000626048 -0.0506738 0.00247695 -0.0941976 0.000917158 0.0359582 -0.0269063 0.00225751 0.0011771 0.00392409 0.0256891 -0.00608933 -0.021104
internal_weight=436.014 12.0626 4.93111 423.951 13.7118 10.9348 9.03279 6.85765 410.24 16.8935 10.5077 393.346 378.637 369.995 31.2802 24.1972 18.8324 338.714 11.7952 326.919 9.56655 321.516 6.38581 3.33965 315.509 311.182 289.141 57.0748 35.1135 30.3385
internal_count=2900 304 73 2596 156 119 108 88 2440 172 124 2268 2211 2131 158 136 98 1973 209 1764 204 1744 48 40 1681 1650 1473 265 172 158
is_linear=0
shrinkage=0.1


Tree=35
num_leaves=31
num_cat=0
split_feature=1 3 3 4 2 4 0 2 2 1 0 2 4 3 2 1 1 3 4 4 4 1 2 0 0 2 3 4 3 2
split_gain=1.79148 1.61917 2.79502 1.46802 1.41666 1.41118 3.3299 1.35275 1.95515 3.99376 4.04951 3.918 6.3873 5.58433 6.15844 6.8057 4.16024 8.39271 5.85627 5.26235 4.76903 3.33926 3.13349 3.64682 3.05414 2.72169 4.23169 3.53973 4.97986 5.08195
threshold=93.985807782350022 -0.15684499999999998 -0.15959999999999999 29.904643970450003 0.23643500000000003 51.779769178100004 110.50907145210002 0.68694500000000025 -0.0023999999999999998 60.474177186300004 69.06111245495002 0.048530000000000011 41.028010303750008 -0.12530999999999998 0.072320000000000023 62.057679025150001 76.763544998700013 0.087605000000000016 38.175120519550006 39.893178577750007 44.710446918150005 70.085415002650009 0.06041500000000001 96.055920542800024 90.337570099350003 -0.033594999999999993 0.12424000000000003 41.872669623500009 0.10211000000000002 -0.01762
decision_type=2 2 2 2 2 2 2 2 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 7 -7 8 25 10 -10 12 -11 21 22 -16 18 20 -17 -20 -18 -13 23 -15 -21 26 -5 -27 29 -29
right_child=1 -3 -4 5 -6 6 -8 -9 9 11 -12 13 -14 14 15 16 17 -19 19 24 -22 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-0.11818762188170161 -0.10420694995149567 -0.10390129751055706 0.15918964306216343 0.0036742385356020183 0.01472911968486261 -0.11156834610906584 0.063406660540718709 0.043371715975950666 0.058129463238591354 0.0039603481494071375 -0.14688269731530776 0.012402898081861147 -0.14667049454758016 0.10148153734131238 0.085333067403520854 0.021940437309897247 -0.13763583530230117 0.078601870651409667 -0.19462678835202316 -0.14228095904987711 0.061094971925927499 -0.14723612677494255 0.12080573557177787 -0.066942324011800697 -0.015980712948852855 0.059182562742111589 -0.054647175985046439 0.0058432225771721386 0.067240101088008444 -0.16144225342553631
leaf_weight=2.0219792556017633 0.85741341207176447 3.0958915250375858 0.75994076207280137 291.08483120426536 1.3288859538733957 3.2253953339532009 1.6409720946103332 7.6106879562139502 1.268272173590957 6.5446798950433713 4.0091423178091645 2.0279673580080262 4.9398613628000021 2.5752701405435783 6.9032252207398406 6.7585217058658626 3.971955442801117 8.7662037778645736 3.6510964706540099 2.704451020807026 1.734999982640147 3.7026426214724779 6.813627153635025 2.5671616038307548 6.5557255744934082 19.072089383378628 12.996562344953416 4.5914762839674967 5.1256744302809238 3.0041926745325291
leaf_count=56 42 194 3 1650 21 81 10 35 26 37 65 11 48 10 23 28 61 48 25 27 8 45 17 31 43 84 83 32 24 32
internal_value=-0.000222857 -0.0615374 0.0195543 0.000453623 -0.0654755 0.000974848 -0.0525656 0.00159671 0.000823836 -0.0137175 -0.097614 -0.00741199 -0.0608307 0.00303343 0.0131725 -0.00522445 -0.0235339 0.0171598 -0.0534766 -0.0929543 -0.0772187 -0.0907425 0.0763308 0.0174024 -0.0528669 0.0040923 0.00118156 0.0319315 -0.00892388 -0.0603205
internal_weight=431.911 4.71325 1.61735 427.198 3.35087 423.847 4.86637 418.98 411.37 75.4948 5.27741 70.2174 11.4845 58.7328 53.0022 41.0462 34.143 14.4732 19.6698 12.9113 5.70696 5.73061 11.9561 5.14243 9.26018 335.875 304.081 31.7934 12.7213 7.59567
internal_count=2900 239 45 2661 77 2584 91 2493 2458 553 91 462 85 377 321 263 240 117 123 95 69 56 58 41 70 1905 1733 172 88 64
is_linear=0
shrinkage=0.1


Tree=36
num_leaves=31
num_cat=0
split_feature=0 1 3 4 2 2 2 0 1 1 0 4 1 3 0 2 3 3 1 3 1 4 0 2 3 2 4 4 2 0
split_gain=1.64908 4.79244 5.30849 4.68362 4.02443 5.50711 4.92782 3.57635 8.65974 3.60586 3.52132 3.52076 4.82801 3.81875 4.47639 3.86291 6.06097 3.26769 3.10599 2.75351 2.56427 5.49712 2.22066 3.2334 3.29893 2.81621 3.58156 6.55293 2.97707 2.13676
threshold=98.201310130900012 78.220689305400015 0.085495000000000029 40.259171735100004 -0.61225999999999992 -0.59681499999999998 -0.50001499999999999 97.013011637200023 75.645146416450004 75.28220456885002 99.053551358250004 37.186372654950006 78.433077497700012 -0.15684499999999998 116.55541378745001 -0.16187499999999996 -0.24637000000000001 0.091705000000000023 72.187789260650007 0.088990000000000027 80.288113607700012 41.24714903835001 100.37896121655002 0.25828500000000004 0.095845000000000027 0.06041500000000001 39.134693790050008 44.710446918150005 -0.088944999999999996 104.3578792496
decision_type=2 2 2 2 2 2 2 2 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 10 -3 -6 -7 8 -1 18 -4 12 -8 15 20 -13 -17 -5 -9 -11 21 -15 -22 24 25 26 -24 -28 29 -29
right_child=1 4 3 17 5 6 11 9 -10 19 -12 13 -14 14 -16 16 -18 -19 -20 -21 22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.0022427847223323734 -0.12746400480253225 -0.15110696490150705 0.015327518912776034 0.087589869760753641 0.10585805037505368 -0.12459281094395953 0.13969836119019127 0.050396940784881106 -0.13521939831970414 0.096234040711411284 -0.14356961514264388 0.12744274523806864 -0.11235258046744892 0.032592461441497016 -0.11785799208207362 -0.13587130679843759 0.068016532329157872 -0.028541325688046754 -0.072615601869590457 0.019497842988839584 0.078832127143280528 -0.11896474196818717 0.11469473638444497 -0.08593127875976618 -0.083199807136101908 0.08703540673771637 -0.089725747517324567 0.068199222407097221 0.10318813072155474 -0.038613093742047321
leaf_weight=293.8578110858798 6.5895796120166805 1.7188319722190488 2.1230397745966938 4.2856269031763059 4.9319759011268607 3.2037624586373559 0.90151985734701057 3.7438553832471388 4.6554821245372286 10.496559076011183 4.0651990827172995 4.9375196332111955 4.839820466004312 4.8760544992983395 3.1828170819208017 1.9925759034231303 5.4346360582858235 5.5746679045259953 4.5436674430966377 8.4329220950603467 4.9105796813964835 4.7000490799546242 2.8670323677361109 3.3796691093593827 2.9602305330336085 6.2328231930732718 6.1583320777863291 2.9554982017725688 4.3444484472274771 5.1130057135596871
leaf_count=1640 88 28 9 13 26 66 3 16 84 31 44 12 159 20 134 35 39 35 29 37 15 35 16 33 41 30 89 19 11 63
internal_value=-0.000215305 -0.0112925 -0.0518932 -0.0208635 0.000248296 0.00358693 -0.00332355 0.00326293 9.89849e-05 0.0379648 -0.0890557 0.00224368 -0.0727749 0.00896872 -0.00297517 0.0588903 0.0133174 0.0219333 -0.0170452 0.0620487 0.00456438 -0.0417934 0.01597 0.00689389 0.0171356 0.0278694 0.0106679 -0.00539175 0.0364482 0.000512327
internal_weight=428.01 102.279 22.6381 16.0485 79.6412 77.9224 72.9904 325.73 298.513 27.217 6.18824 69.7866 5.74134 64.0453 51.6805 12.3647 7.42721 9.86029 8.28752 18.9295 48.4977 9.5761 38.9216 34.011 30.6314 27.6711 21.4383 18.5713 12.413 8.0685
internal_count=2900 1063 189 101 874 846 820 1837 1724 113 53 754 162 592 506 86 74 48 45 68 372 55 317 302 269 228 198 182 93 82
is_linear=0
shrinkage=0.1


Tree=37
num_leaves=31
num_cat=0
split_feature=1 0 3 1 1 1 0 0 1 4 4 4 2 0 0 0 0 2 2 3 4 0 4 4 1 4 0 2 0 2
split_gain=1.43028 6.53146 7.85368 6.69297 14.4694 5.61865 4.95584 4.77959 4.66426 4.02725 4.01331 3.83787 3.67224 3.20752 3.0711 2.92862 5.29618 4.45478 4.26925 2.80374 2.78908 4.9757 3.90819 5.05924 2.76802 3.3762 2.60502 2.67922 2.97908 2.54017
threshold=71.225321249950014 96.055920542800024 0.082775000000000029 72.953999827850012 74.986474174450009 70.865067860500019 93.972365491700018 94.776214472700005 70.026268923800004 43.968221017800005 45.90502654165001 36.735256530150004 -0.048664999999999993 87.181320254150009 86.866770652900016 98.615332683000005 99.20948192980002 -0.61225999999999992 -0.59967499999999996 0.11467000000000002 43.45354240915001 91.410264893400026 43.124157941850008 42.622319549950006 77.898074329750017 40.259171735100004 100.67200315280002 -0.50001499999999999 101.15323715815002 -0.053019999999999991
decision_type=2 2 2 2 2 2 2 2 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 9 -3 -5 6 13 8 -8 -2 -11 19 -9 14 29 -13 -17 -18 -19 -6 22 -22 23 -15 25 -20 -26 -28 -29 -1
right_child=1 3 -4 4 11 -7 7 12 -10 10 -12 15 -14 20 -16 16 17 18 24 -21 21 -23 -24 -25 26 -27 27 28 -30 -31
leaf_value=0.0066570866869049804 -0.077614070122403664 0.075661627672112181 -0.13134775057942155 -0.16391657976836957 -0.091198787423300814 0.092886440444506446 -0.0048110594384745201 -0.049331823689432841 -0.15543338689074179 0.09668877278163561 -0.051454205182760421 0.035442507697095858 0.073416236692351686 0.027764191656454482 -0.08301941162443123 -0.16423389099596808 -0.15266018650208457 0.12228681533622641 -0.13651232781752826 0.076699659437145032 0.01866114742434672 -0.13593749117071643 0.10567734595825995 -0.071161585901248089 0.055713802498982938 -0.0034834999949577257 -0.089490068644408505 -0.099918516541788099 0.00915469834561034 -0.024088452168695804
leaf_weight=112.59535939153284 5.0728703290224093 10.84679041802883 8.8415151424705964 5.5593062806874505 6.6879800381138912 6.9542292878031722 3.2254799511283654 6.1209474336355925 5.6698668617755175 4.5683790277689695 3.049311326816678 25.942655168473721 4.0498346090316755 70.053561460226774 4.6729900091886512 1.9906040020287026 1.8454648163169611 2.96208956465125 3.1409231852740032 1.1683386964723466 6.553428713232277 3.0510409325361252 5.7945257797837249 5.581612601876258 9.2754962630569917 4.8595330305397511 3.2564430125057546 2.6311420649290218 51.84751108288765 35.295434080995619
leaf_count=604 38 49 107 54 188 35 22 48 56 23 51 104 15 286 24 20 23 13 37 18 35 37 15 28 34 26 58 18 553 281
internal_value=-0.000220003 -0.0079239 -0.0589924 0.000405577 -0.00633127 0.00416733 0.00181843 -0.0472796 -0.100817 -0.00858237 0.0373881 0.00124661 -0.000455607 0.00566127 -0.00320262 0.00616642 -0.00311737 0.000900729 0.0045352 -0.0662301 0.0205162 -0.03045 0.0265276 0.0204638 -0.000114657 -0.0557097 0.00652288 -0.00137994 0.00388682 -0.000680606
internal_weight=423.165 153.546 21.5321 132.014 121.167 269.618 262.664 19.0661 8.89535 12.6906 7.61769 115.608 10.1708 243.598 152.564 107.752 81.8092 79.8186 77.9731 7.85632 91.0342 9.60447 81.4297 75.6352 75.011 8.00046 67.0106 57.7351 54.4787 147.891
internal_count=2900 1414 219 1195 1146 1486 1451 141 78 112 74 1092 63 1310 909 886 782 762 739 206 401 72 329 314 726 63 663 629 571 885
is_linear=0
shrinkage=0.1


Tree=38
num_leaves=31
num_cat=0
split_feature=1 3 3 0 1 1 1 0 0 0 1 4 4 4 0 2 3 1 2 1 0 3 1 1 1 0 0 1 2 4
split_gain=1.41787 1.34289 2.22298 1.3068 2.56446 2.42246 5.20886 2.90677 3.48294 4.06187 4.20785 3.85281 3.98092 2.38946 5.25905 2.99285 6.18641 5.18968 1.95807 1.69563 6.5128 7.02836 5.58212 5.55782 12.8159 5.00898 4.10707 4.23846 3.31181 3.2888
threshold=93.985807782350022 -0.15684499999999998 -0.15959999999999999 76.591483678350016 57.129735272050006 57.960468834350003 59.74022811670001 80.828493691950015 85.253695774650012 85.613949164150014 61.917879202350001 42.072181850200003 38.318569170500005 35.818873074050011 73.913779380400015 -0.23361999999999997 -0.23958499999999999 54.884872733100003 -0.10001 71.090898343450007 96.055920542800024 0.082775000000000029 70.865067860500019 72.953999827850012 74.986474174450009 93.972365491700018 94.776214472700005 70.026268923800004 -0.096499999999999989 43.968221017800005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 13 -5 18 -8 11 10 -10 12 -9 -1 15 16 -15 -17 -7 22 21 29 25 28 -25 -11 27 -27 -22 -21
right_child=1 -3 -4 5 -6 6 7 8 9 19 -12 -13 -14 14 -16 17 -18 -19 -20 20 23 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.083725590362556251 -0.10401774525143898 -0.10321033590022766 0.13919622989462718 0.063016699314788927 -0.11566924431142529 -0.03151977182834597 -0.092380259132999618 0.053328431983738295 0.018668056484709119 0.010725663481021237 -0.11171901332644907 0.098061858685137351 -0.07148520375442366 -0.19273790220422252 -0.15069969686793777 -0.10454072036721092 0.027856351208634885 0.1056778668653303 -0.15685710283260515 -0.071985630612162885 0.13329055986588031 -0.12817727268216414 0.1097732232548979 -0.1565362785434046 0.0033162381954945975 -0.0043302738435667372 -0.0004040059551429596 -0.1496221396236713 0.025513804755201583 0.031938241151336755
leaf_weight=2.3225443940609756 0.76208240818232298 2.5532041080296031 0.74141086079180218 6.318547010421752 2.6857763594016424 2.2665796913206577 3.240923209115862 6.766243804246189 4.0508231148123723 179.12392773292959 6.3628531247377396 7.8680936265736809 4.106174748390913 1.9576857239007948 2.7248544096946707 1.5806474611163093 3.6260146554559496 4.5687054544687271 2.7693184558302155 5.1189297400414961 4.6772873289883137 8.402267534285782 5.2814093288034192 5.2550130635499945 110.01474850252271 3.2252539712935704 10.017419828101991 5.3191834725439548 7.3024348989129049 7.5165963526815176
leaf_count=16 42 194 3 23 59 16 41 38 16 789 59 28 25 26 32 71 34 16 25 40 18 106 23 54 853 22 63 56 37 75
internal_value=-0.000226765 -0.0590593 0.0159173 0.000349068 -0.0249449 0.00159558 0.00059711 0.00192342 0.00272684 0.000548714 -0.0609997 0.044762 0.0061902 -0.0104242 -0.0255485 0.00351625 -0.0494856 0.0516427 -0.100445 0.00237344 -0.00575515 -0.057297 0.00831218 0.00276611 -0.00397125 0.00560153 -0.043847 -0.0947791 0.0675935 -0.0101636
internal_weight=418.527 4.0567 1.50349 414.47 19.4662 395.004 388.685 383.65 380.409 361.668 10.4137 18.7405 10.8724 16.7805 14.4579 11.7331 5.5837 6.14935 5.0359 351.254 148.287 21.0378 202.967 127.249 115.27 197.686 18.5619 8.54444 11.9797 12.6355
internal_count=2900 239 45 2661 254 2407 2384 2343 2302 2211 75 91 63 195 179 147 60 87 41 2136 1183 221 953 962 907 930 141 78 55 115
is_linear=0
shrinkage=0.1


Tree=39
num_leaves=31
num_cat=0
split_feature=4 2 4 4 0 3 3 3 1 1 4 3 4 4 0 1 0 0 0 2 3 4 3 3 0 0 4 2 2 2
split_gain=1.60453 2.93837 3.10204 2.66194 2.51054 3.14569 3.95999 2.33443 2.31821 2.15028 3.18746 3.2293 2.05774 2.03451 1.73872 1.59135 5.87605 1.61664 3.31559 5.75765 3.44101 3.08809 4.41876 3.42689 1.99856 3.71276 10.1108 2.64765 2.35149 4.79817
threshold=49.275256100300005 -0.15726999999999999 49.842240509300005 48.680511450650009 78.626646483100004 0.10176000000000003 0.075065000000000021 0.079095000000000013 89.786436182600013 58.745498608450013 41.395309858300003 -0.084259999999999988 48.315732392000008 38.115457128050004 119.78425200215001 59.74022811670001 80.828493691950015 85.253695774650012 85.678472159250006 -0.089514999999999997 0.087725000000000011 42.072181850200003 0.093295000000000031 -0.059734999999999996 85.839779647100016 86.001087134900004 40.532725462000009 -0.62958999999999998 -0.59511499999999995 -0.25167499999999993
decision_type=2 2 2 2 2 2 2 2 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 9 -4 15 10 13 -12 -10 -1 -3 16 -6 21 19 -19 -21 22 23 -17 -20 26 -26 -27 -29 -30
right_child=1 14 7 -5 8 -7 -8 -9 12 -11 11 -13 -14 -15 -16 17 -18 18 24 20 -22 -23 -24 -25 25 27 -28 28 29 -31
leaf_value=-0.0027038823271952443 -0.080585092683708309 -0.11771214775515931 -0.016044972852407802 0.045240252722624413 0.05336856400866085 0.068188803588867378 -0.13823595787985496 0.093650331158018893 -0.081247781419288012 -0.11509221054023643 -0.09171982683887546 0.12167614043302218 0.081676898646699331 0.14396048188530283 0.023259093694225991 -0.0013061367925761925 -0.14677813144291782 -0.13697196986498281 0.033379552502358946 0.042758848106696702 -0.07272267830519108 0.084072370558309975 0.051313182258711558 -0.16944077467234858 0.02382900753808263 -0.07379317809000456 -0.1724876641113694 0.049799227745797973 -0.046251533236421144 0.0067021965206230704
leaf_weight=1.9715073211118599 3.4213716126978415 4.4611281352117649 4.2907246388494968 13.169494112953542 2.8593848273158065 2.4129745382815591 4.1221330836415282 3.5410851845517755 5.5104802711866787 2.0501682348549357 4.0546539798378936 0.8594629820436247 0.90211279690265644 1.8180135004222391 1.0883725108578799 2.9082480184733877 3.0120278298854828 4.6330692619085303 21.251373924314976 6.4279573149979097 4.3105434514582157 7.0467468723654738 7.132588243111968 2.0786828901618728 6.4772866517305356 4.3308233134448519 4.4093225914984941 11.247484328225253 18.344445082359016 254.54724449757487
leaf_count=31 26 101 44 56 11 10 56 17 292 46 113 6 7 9 31 21 30 40 80 30 34 28 27 26 24 33 39 50 150 1432
internal_value=-0.000246469 -0.0305158 -0.00114921 0.00103179 -0.000481529 -0.037722 -0.0549014 0.0335528 0.00127077 -0.0229577 -0.00125518 -0.0543976 -0.0583278 0.067658 -0.0900648 0.00232939 -0.0493065 0.00318306 0.00157161 -0.0437966 -0.00359661 0.0314313 0.000823761 -0.071389 0.0037468 0.00164316 -0.0556837 0.00380663 0.0049894 0.00314252
internal_weight=414.691 16.8027 11.2532 397.888 384.719 17.2889 14.8759 7.83181 367.43 10.7538 8.70364 4.91412 6.41259 3.78952 5.5495 361.017 5.87141 355.146 335.98 15.3716 10.7385 19.1663 12.1195 4.98693 320.608 299.357 10.8866 288.47 284.139 272.892
internal_count=2900 219 87 2681 2625 271 261 61 2354 205 159 119 299 40 132 2055 41 2014 1912 104 64 102 74 47 1808 1728 63 1665 1632 1582
is_linear=0
shrinkage=0.1


Tree=40
num_leaves=31
num_cat=0
split_feature=4 4 2 1 3 0 3 2 2 4 3 3 4 2 3 1 4 2 0 0 2 2 2 3 2 1 3 2 4 2
split_gain=1.36368 3.18557 2.50523 2.24737 1.91538 3.05228 2.67602 3.13657 2.84755 2.63465 1.97486 4.03232 4.00142 3.63197 4.2212 2.46734 5.63679 3.378 2.25798 4.97707 2.17997 9.24783 2.32482 2.08606 2.8378 3.49495 3.20675 3.60469 2.81979 5.59411
threshold=49.110028829250005 48.852845034800005 -0.15726999999999999 86.858705278550005 -0.27223499999999995 114.06859001680002 -0.27687999999999996 -0.23280999999999999 -0.068524999999999989 48.315732392000008 -0.098985000000000004 -0.087385000000000004 38.052786106700005 -0.24103499999999997 -0.112455 83.715897724050009 44.710446918150005 0.20981000000000005 83.011521693850014 73.913779380400015 -0.58350999999999986 -0.5169149999999999 -0.62958999999999998 1.0000000180025095e-35 -0.11600999999999999 72.953999827850012 0.079785000000000009 -0.053019999999999991 39.420767558750008 0.22542000000000004
decision_type=2 2 2 2 2 2 2 2 2 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 10 7 -1 -9 -7 13 12 -12 14 -6 20 17 -17 19 -15 22 -22 -13 -23 25 -25 27 -26 -28 -30
right_child=2 -3 -4 -5 5 9 -8 8 -10 -11 11 15 -14 18 -16 16 -18 -19 -20 -21 21 23 -24 24 26 -27 28 -29 29 -31
leaf_value=-0.12006576150845327 -0.032746173782950555 0.062133156869768426 -0.080044486109689922 0.055838017961411836 -0.12527773865264547 -0.11695463943761203 -0.14088577311389153 0.064236012088052311 -0.075960278282458146 0.073455621326437515 0.028623698664299892 -0.028979640645833277 -0.16188467603112711 0.06144048289179526 0.062289074232212652 -0.1171449164609169 0.07900869113834523 0.055512439952564843 0.036583867247548411 -0.1295955833965873 -0.12675505893467576 -0.038914616047121257 0.049961733087052235 0.037264193801142514 -0.030873970005844034 -0.035971957789294649 0.015521571110991126 0.075055279708360206 -0.0079150389000045198 -0.11835974171191684
leaf_weight=2.2052966272458425 8.0814531967043894 8.3423058688640577 5.9778225906193247 4.4359498517587772 3.3960792636498809 3.7260858230292788 2.1744487863034001 4.3773626508191219 2.1654614126309752 0.90273184701800335 1.7349977521225799 4.7874265462160137 3.0243937382474542 2.7936742128804317 1.8553330823779095 6.7558247819542867 2.6829516785219303 1.3615230321884153 41.679647595621645 2.6644835285842419 5.6726189553737631 11.78348516486585 16.899925407022238 41.436107579618692 4.5927841104567042 7.7320554479956618 52.496966332197189 10.68879318423569 139.97028607595712 4.7414249889552584
leaf_count=53 58 33 137 36 57 205 35 26 45 7 17 24 44 38 17 183 12 21 203 36 57 92 72 175 26 60 287 48 747 49
internal_value=-0.000251363 0.000998584 -0.0267871 -0.00135348 -0.000328505 0.000878969 -0.0416051 -0.0169277 0.0178356 -0.07982 0.00189196 -0.00108608 -0.0924364 0.0198754 -0.0590101 0.000309196 -0.0466517 -0.0881851 0.0286637 -0.0318167 0.00199533 -0.000377669 0.0325356 0.00224406 0.00409759 0.0257473 -0.000911928 0.0432189 -0.0043316 -0.0115337
internal_weight=411.14 392.644 18.4952 12.5174 384.302 373.38 10.9226 8.74812 6.54282 4.62882 368.751 316.362 4.75939 52.3892 5.25141 311.602 10.8003 8.11735 47.1378 5.45816 300.802 279.115 21.6874 273.442 261.658 49.1682 212.49 15.2816 197.209 144.712
internal_count=2900 2669 231 94 2636 2477 159 124 71 212 2265 1914 61 351 74 1853 216 204 277 74 1637 1541 96 1484 1392 235 1157 74 1083 796
is_linear=0
shrinkage=0.1


Tree=41
num_leaves=31
num_cat=0
split_feature=4 4 2 2 1 0 1 2 2 2 2 4 2 2 3 3 3 3 3 2 3 2 0 4 1 1 2 1 3 4
split_gain=1.27722 3.40962 3.06488 4.16536 4.11755 2.93562 2.87254 7.9298 2.77326 4.28872 2.65647 2.34601 2.93864 3.40316 5.61538 2.82847 2.25441 3.83974 5.64486 2.97095 3.11194 5.42381 2.20508 2.02287 2.24589 3.81472 2.3721 2.11856 2.81741 1.93084
threshold=42.599563320500003 43.19689381845 -0.08725999999999999 -0.11911999999999999 62.399113207700005 107.54101367610001 62.106071271500007 -0.082885 -0.18126999999999999 -0.22089 0.68694500000000025 43.542456167850005 -0.61225999999999992 -0.23871499999999998 0.09495000000000002 0.08883000000000002 0.083415000000000031 0.082325000000000023 0.08079500000000002 0.090855000000000033 0.088005000000000014 -0.096499999999999989 85.678472159250006 48.988717865950008 86.858705278550005 55.855406118200008 -0.23557500000000001 87.33187390945001 0.075065000000000021 48.852845034800005
decision_type=2 2 2 2 2 2 2 2 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 10 7 -4 9 -7 -1 15 -13 14 -14 -3 17 18 23 20 21 -18 -5 29 25 -25 -27 -26 -29 -15
right_child=1 11 4 22 -6 8 -8 -9 -10 -11 -12 12 13 16 -16 -17 19 -19 -20 -21 -22 -23 -24 24 27 26 -28 28 -30 -31
leaf_value=0.0039468499189143653 -0.016119861317878337 0.06099656047130151 0.091416741001362392 -0.037574939470984517 -0.077612725724520479 -0.10732760936834987 0.080214247207044273 -0.11351893953686998 -0.11019162441371451 0.15091455352183508 0.081935633311206138 0.10674369084411583 -0.1079276442528363 0.012749690550521227 0.076011044778910478 -0.040829386648098653 0.013290944867128616 0.087646274962050352 -0.1461355050686943 -0.12403464729038947 0.028113238243462971 -0.15730936543500978 -0.1694683013423724 0.036228331624648585 0.09491792049904868 0.034882502658822458 -0.12918936447279949 0.046529744650604603 -0.11477647324286505 0.084944446896251302
leaf_weight=265.34334255941212 5.9397205137647688 11.539780799299477 3.5502493418753174 1.7560078129172341 6.3560804780572644 1.2929862202145161 4.9747182317078114 4.0329032186418763 4.2925661676563314 1.2794555830769239 4.4406781643629065 2.2545773424208155 7.2231567231938225 24.876405222341422 2.1548454817384481 3.572442394681274 4.3039994025602937 5.5418530516326419 2.5140081411227575 2.9251766027882686 8.262929627671836 3.2866255072876838 4.5573717365041375 3.1315290853381175 2.5395718887448302 1.0726792886853163 4.9358781054616028 2.6488213818520308 1.8314788294956086 4.3527608588337889
leaf_count=1533 44 62 12 16 60 73 17 50 217 4 17 9 126 161 11 26 23 23 24 59 46 32 43 13 8 4 97 27 50 13
internal_value=-0.000255794 -0.0084257 -0.0372697 -0.0762305 -0.0120296 0.00358733 0.0211648 -0.017573 -0.0609889 0.0211143 0.00523055 0.000657825 -0.00587818 -0.00898981 -0.0656628 0.0369255 -0.00163102 0.00884162 -0.00027519 -0.0314365 -0.014351 -0.0605764 -0.132783 0.00780371 -0.0205883 -0.0532594 -0.0998984 0.0219504 -0.0194098 0.0235008
internal_weight=406.785 130.136 31.1671 12.2531 18.914 276.649 12.5579 7.58315 6.86501 2.57244 269.784 98.9685 83.8563 81.6017 9.378 15.1122 72.2237 53.445 47.9031 18.7787 15.8536 7.59062 6.31338 45.3891 16.16 9.14009 6.00856 7.01987 4.4803 29.2292
internal_count=2900 1056 242 103 139 1844 79 62 294 77 1550 814 726 717 137 88 580 420 397 160 101 55 59 373 199 114 101 85 77 174
is_linear=0
shrinkage=0.1


Tree=42
num_leaves=31
num_cat=0
split_feature=4 4 3 3 1 0 0 2 2 2 4 2 4 1 1 3 2 2 3 3 4 2 3 3 1 1 1 0 2 2
split_gain=1.06115 2.80448 3.0476 6.38743 2.82633 2.58981 2.50532 2.49834 3.73177 2.27339 2.1761 2.139 1.89069 2.77031 3.99558 1.85315 1.77942 3.01798 6.1793 2.59228 3.21911 3.12392 2.90275 2.15588 2.77061 5.99413 2.10808 3.75623 2.06249 2.11669
threshold=42.599563320500003 43.19689381845 0.087725000000000011 0.094415000000000013 69.873026810350026 107.54101367610001 86.388225105700016 -0.18126999999999999 -0.22089 0.68694500000000025 43.245737185650007 -0.08725999999999999 42.508878681700004 83.715897724050009 82.570614560500005 -0.12530999999999998 -0.61225999999999992 -0.23871499999999998 0.09495000000000002 0.083415000000000031 48.988717865950008 0.090855000000000033 0.085715000000000027 0.082325000000000023 62.55235532115001 57.129735272050006 86.858705278550005 85.57362229215002 -0.033594999999999993 0.17273000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 6 9 -2 8 -7 12 -3 -5 13 14 -1 -15 -12 18 -18 20 23 22 -21 24 25 -19 27 -22 -26 -30
right_child=1 10 3 11 -6 7 -8 -9 -10 -11 16 -13 -14 15 -16 -17 17 19 -20 21 26 -23 -24 -25 28 -27 -28 -29 29 -31
leaf_value=0.0013319854854396628 -0.033124465038418344 0.084189633479239911 -0.15859092938478692 -0.099983123073720648 -0.073023945357371403 -0.10667100279486269 0.057247574953310232 -0.1093435562601493 0.14301595199494416 0.077310523298211919 0.083867360175976693 0.013552168052415834 0.050230955570495894 0.049744304062159572 0.082722777662669875 -0.11727239770602474 -0.10446544225030752 0.035360967769683539 0.076669989211282083 -0.095582437277575788 0.0054853492174625094 -0.12291177637064249 0.0041454975102577464 0.084935990994606012 0.0549730732760094 -0.12197225498622172 0.017652484697979722 -0.1215996993580843 -0.06028388927045663 0.046167256389049532
leaf_weight=246.61071068607271 5.367010974325245 3.0138631686568251 5.054460233077406 2.2604468055069438 4.6139084184542289 1.1767773395404222 7.1599062010645866 3.912667286116629 1.2182651273906229 4.2460687831044188 2.3456383273005477 6.240607305429875 8.4033114425837976 0.84679728746414218 6.182778349146246 3.0832676570862523 7.1830208096653205 6.3231535442173463 2.5526515231467783 3.4948350135237041 4.856361888349058 2.902805780991911 17.701561945490539 5.7628236617892972 18.036095036659386 3.924377154558897 6.8638947298750272 4.4632222391664982 3.7675883043557468 3.7045890986919403
leaf_count=1380 52 11 56 23 49 73 22 217 4 17 10 40 38 7 28 80 137 38 13 33 22 62 99 22 84 33 90 99 43 18
internal_value=-0.000255137 -0.00779527 -0.0341357 -0.0695676 -0.0061151 0.00323465 0.0185287 -0.0601045 0.0203351 0.00471782 0.000549268 -0.0166371 0.00355523 0.00202739 0.00332263 -0.0812859 -0.00213579 -0.00433963 -0.0569725 0.00192453 0.013429 -0.0256213 -0.0122975 0.0281754 0.0190272 -0.0248911 -0.0244028 -0.0553767 0.0366707 -0.00750707
internal_weight=403.273 127.593 30.6963 13.5555 17.1408 275.681 12.5269 6.30771 2.39504 269.373 96.8965 8.50105 265.127 256.724 252.793 3.93006 93.8826 91.537 9.73567 81.8013 57.7021 24.0992 21.1964 41.5186 35.7558 10.2475 16.1835 9.31958 25.5083 7.47218
internal_count=2900 1056 242 119 123 1844 74 294 77 1550 814 63 1533 1495 1408 87 803 793 150 643 449 194 132 238 216 71 211 121 145 61
is_linear=0
shrinkage=0.1


Tree=43
num_leaves=31
num_cat=0
split_feature=4 2 4 0 3 0 1 1 0 0 0 0 1 2 4 4 4 0 1 1 4 4 4 2 1 0 0 4 2 4
split_gain=1.00009 1.26858 1.18653 3.19901 3.88531 3.51825 3.18673 1.1832 5.37623 2.41949 5.28109 3.01827 3.3768 2.40496 2.38343 3.94667 3.77759 2.36501 1.98198 7.08387 4.81737 5.89958 4.23947 4.79205 4.11604 3.35015 7.956 7.36873 4.10072 6.44573
threshold=29.904643970450003 0.23643500000000003 34.542090938800008 97.671683879200017 0.11467000000000002 92.851278451300018 61.767325547050007 61.614083433650009 83.992808911450012 83.011521693850014 85.253695774650012 85.613949164150014 61.917879202350001 -0.013805 41.941595803500007 39.468990633150007 48.315732392000008 67.875502419400007 63.910026677050006 62.837331883000012 39.468990633150007 40.12915366295001 40.621691032550004 -0.0039949999999999994 64.221887820150016 85.807518149550006 86.001087134900004 42.773538294100007 -0.065399999999999986 42.487106141350004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 8 13 -9 -11 12 -12 14 15 -4 -16 -15 19 20 -13 -22 -23 25 -20 27 -27 -24 29 -28
right_child=2 -3 7 4 -6 -7 -8 9 -10 10 11 18 -14 17 16 -17 -18 -19 24 -21 21 22 23 -25 -26 26 28 -29 -30 -31
leaf_value=-0.11678200572686184 0.079696820733886162 0.017329070184469213 -0.021148027790130832 -0.12055580341336342 0.1186179424946323 0.11456204032049822 -0.045314560320917269 -0.074558535162968384 -0.13069418307676747 0.076930904158607788 0.021743411432989097 0.084760579145786163 -0.10427414054722084 0.069961360914896215 -0.10748855766316082 0.10719082236619937 0.015548947184411951 -0.10234973109258252 -0.13165749289941206 0.093549482074801543 -0.098405153233388762 0.065969682980393754 0.079194699404310259 -0.10031569287331808 -0.0028297384425550916 -0.13228472508227665 -0.066712327995067724 -0.058729728546108466 0.048116187459815864 0.023061928497343048
leaf_weight=1.6372674992308014 3.5850501153618115 1.2391306064091621 4.485427863895902 2.6168185565620656 0.91728387167677272 5.0275467932224265 4.7288660500198603 4.2230181274935594 3.8268913384526959 9.0606884304434043 3.3914181143045408 6.891044855117797 5.7006570547819138 1.0001108329743136 3.4670964190736404 5.1442640423774719 8.9037705659866315 3.9132302012294531 2.5087411627173415 9.751292556524275 5.9288980141282073 9.9875628165900689 13.381978929042818 4.775805481709539 216.84976082621142 4.8236725069582453 14.392190583050242 5.4515796005725852 13.894256494939333 18.000898733735085
leaf_count=68 26 28 33 74 7 13 36 65 28 33 13 22 59 19 75 17 37 79 15 34 32 34 39 35 1711 42 69 35 57 65
internal_value=-0.000255505 -0.059008 0.000170574 0.0261165 -0.0584777 0.0485252 0.00859169 -0.000982413 -0.0197903 0.000674171 0.00159563 -0.000437525 -0.0572686 -0.00402089 0.0101057 0.0474117 -0.0189339 -0.0672758 0.00114439 0.0122831 0.00415773 -0.00197044 0.00477924 -0.00339983 -0.00430311 0.00321757 -0.0100675 0.039271 0.00266893 -0.0168246
internal_weight=399.506 2.8764 396.63 16.8756 3.5341 13.3415 8.31392 379.754 30.7408 349.013 344.79 335.73 9.09208 26.9139 22.0006 9.62969 12.3709 4.91334 326.638 107.279 97.5279 90.6368 84.7079 74.7204 219.359 69.9446 51.111 18.8336 46.2873 32.3931
internal_count=2900 96 2804 156 81 75 62 2648 288 2360 2295 2262 72 260 162 50 112 98 2190 464 430 408 376 342 1726 307 233 74 191 134
is_linear=0
shrinkage=0.1


Tree=44
num_leaves=31
num_cat=0
split_feature=0 3 3 3 3 0 2 2 0 1 1 1 4 2 0 1 4 0 1 1 0 0 1 0 4 4 2 2 1 1
split_gain=0.960063 4.43701 1.57197 3.36062 1.05813 1.72907 2.10262 4.51018 1.49514 5.37531 1.95038 1.87823 1.80575 3.88042 3.87006 3.04775 2.59429 2.59224 2.26667 2.99372 3.82875 3.0624 4.12846 2.63728 6.33708 6.22767 3.54163 3.45858 3.19919 3.01221
threshold=71.249517373150013 0.070195000000000021 -0.23472499999999999 -0.15684499999999998 -0.5582649999999999 113.28087178455002 -0.088099999999999998 -0.012769999999999998 110.50907145210002 87.33187390945001 87.716323422150012 86.654382460650012 44.527357125550004 -0.61225999999999992 105.70748523110002 83.715897724050009 44.758188263300006 100.13162306855001 82.987325570650015 81.524804347700012 104.62941352080001 103.44649194340002 80.288113607700012 98.851916998450022 39.995120105550008 41.24714903835001 0.090855000000000033 -0.084239999999999995 75.403185184700007 75.645146416450004
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -7 -8 9 11 -10 12 15 -14 16 18 -15 -18 19 21 -21 22 23 28 26 -26 -25 -27 -6 -30
right_child=4 -3 3 -5 5 6 7 -9 10 -11 -12 -13 13 14 -16 -17 17 -19 -20 20 -22 -23 -24 24 25 27 -28 -29 29 -31
leaf_value=-0.15202714704813938 0.053870217732878006 0.092714762116846761 0.0727998445368844 -0.12955922801959927 0.0028091552741120128 -0.095761634509206911 0.097504705069630687 -0.11328685674830503 -0.033577744450281381 -0.11498896635452374 0.091214797754188989 0.075938373813100063 0.11823559363592187 -0.1514471627236838 0.053390471015526055 -0.083612696247925999 -0.023556736384417531 -0.12474968377934598 0.071334822726584327 -0.13155270656836612 0.039604224411747053 -0.08345993342738095 0.064371427356844466 -0.13985552432889586 0.072938758081737359 -0.0082864762059046883 0.018523714792895236 -0.14872954021431359 0.089035012004309577 0.012748946623740568
leaf_weight=2.0450783763080831 3.6740692518651477 1.9608496502041814 1.463832903653383 1.8678905088454483 253.19106211606413 4.1300193127244711 2.3176119085401297 1.8060501194559018 1.8379314825870086 4.0104929953813544 3.9311470747925341 3.3509217686951152 1.9017684906721104 2.0368596008047488 4.9129605311900368 4.0092128990218034 23.744212888181213 2.8335854830220333 4.9397479817271224 3.5836303140968075 2.0572887565940619 3.9200920900329939 11.464502755552529 5.9755000695586231 7.5681602805852881 5.4503555800765744 1.8487342223525045 2.5851459428668013 8.5482842326164263 13.120488572865723
leaf_count=65 28 13 17 51 1356 164 38 99 23 127 44 22 5 27 21 79 228 50 20 47 21 45 40 79 23 30 11 26 27 74
internal_value=-0.000217583 -0.0360529 -0.0830127 -0.0406503 0.000458808 -5.07991e-05 -0.0453278 0.00518382 0.00094092 0.000155488 0.051458 0.00141362 0.000726971 -0.0207212 -0.0286032 0.00304188 -0.042681 -0.0343454 0.00411331 0.0030734 -0.0691304 0.00437188 0.00548344 0.00322012 -0.0289868 0.00784177 -0.102433 -0.0534692 0.0059653 0.0428436
internal_weight=396.087 7.33765 5.3768 3.33172 388.75 385.076 8.25368 4.12366 376.822 371.053 5.76908 367.043 363.692 35.4294 33.5276 328.262 28.6147 26.5778 324.253 319.313 5.64092 313.672 309.752 298.288 23.4279 15.6037 7.82423 8.0355 274.86 21.6688
internal_count=2900 146 133 68 2754 2726 301 137 2425 2358 67 2231 2209 331 326 1878 305 278 1799 1779 68 1711 1666 1626 169 79 90 56 1457 101
is_linear=0
shrinkage=0.1


Tree=45
num_leaves=31
num_cat=0
split_feature=3 3 2 3 4 0 3 0 1 3 3 3 3 1 0 0 0 2 0 4 4 2 4 1 2 0 4 4 1 2
split_gain=0.89843 3.06269 2.5058 1.99588 5.70805 1.20609 2.88026 1.25456 3.27968 2.11052 3.80011 3.83859 3.6673 1.25215 3.36819 1.8638 2.41934 5.33687 3.10893 2.92254 2.83647 2.72868 1.92835 3.48336 4.54907 1.61187 5.37045 3.51767 1.9737 3.99367
threshold=-0.25765499999999997 -0.25276999999999999 -0.23557500000000001 -0.54481999999999997 39.530201452500002 116.55541378745001 -0.15684499999999998 78.626646483100004 57.729261435100007 0.10176000000000003 0.078935000000000019 1.0000000180025095e-35 -0.11050499999999999 60.474177186300004 80.828493691950015 85.253695774650012 85.716110573100011 -0.093604999999999994 85.807518149550006 42.773538294100007 43.740100730350001 -0.091779999999999987 42.072181850200003 61.409760615700009 -0.053019999999999991 86.001087134900004 40.532725462000009 42.674081447500008 63.910026677050006 -0.065399999999999986
decision_type=2 2 2 2 2 2 2 2 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 7 -7 8 9 10 11 12 -3 14 -9 22 17 -17 21 -19 -21 -18 23 -15 -25 26 -20 -28 29 -27
right_child=1 5 3 4 -6 6 -8 13 -10 -11 -12 -13 -14 15 -16 16 18 19 25 20 -22 -23 -24 24 -26 28 27 -29 -30 -31
leaf_value=-0.12477703081494235 0.079283262887487493 0.01920729794959879 0.049709301871816096 0.03181370475848417 -0.10850272949621134 0.046970618315299438 -0.115638288388897 0.042685780039628057 -0.11738592298657542 0.092263782450806534 -0.15411824511458921 0.12673274124062914 -0.12947658783686272 0.098882092354124956 -0.10449007030255589 -0.13612091895749961 0.10839611981739644 0.024438804250961836 0.027074888655700558 -0.13799347461246755 0.015211913115953919 0.012559133428591412 0.078402672804246981 -0.10007381449755344 0.062383600959510566 -0.0031305987539077423 -0.16575415662967088 -0.0084396008188517904 -0.0023110736774060942 0.045143645785434616
leaf_weight=2.0960740670561817 4.9107271693646899 5.1703324224799863 4.3077219054102942 6.597443261649456 5.1718465858139098 1.8016620143316684 2.7549196560867122 2.6953811049461356 3.2006863988935939 1.9224128164350975 1.8053405303508032 2.0145522579550743 2.4426027582958367 2.9683752506971377 3.6752246720716357 4.0166616067290333 5.0863265320658684 10.089270198717712 6.7568515688180906 2.7127985265105954 2.1792142614722252 7.1431882791221124 6.3784746192395678 4.0129444440826783 3.0213429518043986 41.052899159491062 3.5794991301372647 2.3575974702835083 210.73105140868574 29.417295506224036
leaf_count=63 24 54 40 64 61 34 186 12 66 6 22 5 48 9 36 34 12 48 25 33 11 29 26 35 17 164 34 15 1557 130
internal_value=-0.000224749 0.000830604 -0.0219378 -0.00852998 -0.0298464 -0.000213497 -0.0513431 0.000425792 -0.0264693 -0.00468047 -0.0209815 0.00398421 -0.0284978 0.00170578 -0.0422205 0.0025252 0.000866952 -0.0337605 0.00301592 -0.00631647 -0.069746 0.0524183 0.0354371 0.00803893 -0.0302957 0.000960192 -0.0338959 -0.103285 0.00253366 0.0170212
internal_weight=392.071 373.898 18.1731 16.077 11.7693 368.987 4.55658 364.43 16.5559 13.3552 11.4328 9.62749 7.61294 347.874 6.37061 341.504 325.123 18.9979 306.125 14.9813 4.89201 12.2295 16.3811 10.0027 7.03429 293.895 12.6939 5.9371 281.201 70.4702
internal_count=2900 2672 228 165 125 2648 220 2428 201 135 129 107 102 2227 48 2179 2092 126 1966 92 44 41 87 61 52 1925 74 49 1851 294
is_linear=0
shrinkage=0.1


Tree=46
num_leaves=31
num_cat=0
split_feature=0 3 3 3 0 0 4 1 1 2 3 3 4 4 4 2 0 0 1 4 4 1 4 2 4 4 4 4 3 4
split_gain=0.860636 3.41468 1.51653 2.71507 0.969428 1.53593 4.63519 1.43429 3.20653 1.63422 1.35838 3.06762 1.58159 3.79156 2.74988 2.25872 1.32287 2.32523 2.70238 1.71386 3.80482 3.33486 3.10184 2.5043 1.57914 4.829 1.21701 5.1324 2.89294 2.21502
threshold=71.249517373150013 0.070195000000000021 -0.23472499999999999 -0.15684499999999998 73.913779380400015 76.591483678350016 35.818873074050011 57.960468834350003 59.74022811670001 -0.10001 -0.27223499999999995 -0.49570500000000001 32.785955158400007 30.509590007400003 34.542090938800008 -0.10710499999999999 85.253695774650012 85.613949164150014 61.993156030000002 37.020641110850008 36.82350895510001 69.64719632740001 36.372781240150012 -0.071129999999999985 42.072181850200003 38.175120519550006 45.90502654165001 47.480720532750006 -0.22125500000000001 49.110028829250005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -7 9 -9 11 -10 13 15 -14 -12 24 18 -18 20 21 23 -23 -19 25 -16 -21 -28 -29 -30
right_child=4 -3 3 -5 5 7 -8 8 10 -11 12 -13 14 -15 16 -17 17 19 -20 26 -22 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.149422324624856 0.049016430360622122 0.082564979488872189 0.064416346471642502 -0.12385936624901528 0.053906415515825638 0.052354513763574168 -0.13119378026195141 -0.018048654071620669 0.0026629782317461707 -0.14214125478375747 -0.12205311885502988 -0.1346423996220914 0.053319033758527139 -0.18307940731172118 0.081546712127722562 0.054754752754907612 -0.01016300488767684 -0.023085529285825079 -0.12698108104006531 0.0052479921885943198 -0.14466323472306394 -0.10627724781199431 0.023367708828830602 0.074467790391031866 0.062206538940552773 -0.070031696880810956 -0.099973144560204286 -0.13223514109473075 0.042411604582745267 -0.019519260237416944
leaf_weight=1.8730517155490809 4.0593129191547623 1.7937085665762422 1.4465149678289888 1.6279291543178258 2.355378138832747 5.2915422059595576 3.1785115357488394 1.935732841491699 5.0892926827073097 2.3491839086636892 1.0138576091267171 2.3918785960413507 10.383528714766724 1.5645356136374173 3.8780600409954804 2.5145533767063162 5.6098227798938733 5.246206060051918 3.0607101302593946 263.70952118374407 2.4127494543790808 5.1417993134818953 2.8786852080374956 5.279879987239843 7.5923472950235 4.5886036492884159 5.8593154270201948 1.4624651344493091 12.072785566560922 11.071191745810209
leaf_count=65 36 13 17 51 19 23 53 16 42 25 38 43 75 38 16 44 31 23 42 1591 20 83 30 19 43 37 77 27 71 192
internal_value=-0.000217072 -0.0356366 -0.0784904 -0.0352763 0.000407994 -0.000114102 -0.05241 0.000663022 -8.20687e-05 -0.0860818 0.000933586 -0.0412363 0.00182141 -0.0535044 0.0026259 0.00395058 0.00107713 -0.000312264 -0.0513999 0.00109335 -0.026535 -0.0111675 -0.0597455 0.0258472 0.029092 -0.000602912 0.0030618 -0.0158617 0.00416702 0.0127863
internal_weight=388.733 6.7412 4.9475 3.07444 381.991 377.932 5.53389 372.398 367.107 4.28492 362.822 7.48117 355.341 5.09295 350.248 3.52841 339.864 323.805 8.67053 315.135 20.9593 18.5466 8.02048 10.5261 16.059 8.46666 294.175 30.4658 24.6064 23.144
internal_count=2900 146 133 68 2754 2718 72 2646 2623 41 2582 85 2497 120 2377 82 2302 2206 73 2133 175 155 113 42 96 53 1958 367 290 263
is_linear=0
shrinkage=0.1


Tree=47
num_leaves=31
num_cat=0
split_feature=2 3 2 1 4 4 4 4 2 2 2 3 3 3 2 1 1 2 0 1 3 4 0 3 0 1 4 4 4 3
split_gain=0.747701 6.05505 4.06541 5.40378 2.39928 3.30913 2.37232 4.62178 2.24246 5.1617 2.00209 1.91248 5.04415 3.95172 3.30254 4.4328 3.38305 3.52833 3.20168 2.95769 2.16221 6.43533 2.79529 2.18821 2.53197 2.12178 6.70011 3.38728 4.83723 2.66045
threshold=-0.24103499999999997 0.091705000000000023 -0.26138499999999998 64.071334164850015 43.509905336500005 37.064694648750013 41.061442884200012 38.828362408050005 -0.50001499999999999 -0.59511499999999995 -0.61225999999999992 -0.15684499999999998 -0.23472499999999999 -0.24523500000000001 -0.15895000000000001 70.96454081135002 65.036490633650018 -0.23361999999999997 86.780739992750014 62.014663695050011 1.0000000180025095e-35 41.468518788800004 93.776108048200015 -0.09182499999999999 97.013011637200023 81.524804347700012 42.406961525800007 42.526729949000007 44.710446918150005 0.075065000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 7 -5 9 10 -7 12 13 14 16 18 17 -2 19 -16 21 22 -13 -24 -25 -22 -27 -28 -29 -30
right_child=11 4 -4 6 -6 8 -8 -9 -10 -11 -12 20 -14 -15 15 -17 -18 -19 -20 -21 25 -23 23 24 -26 26 27 28 29 -31
leaf_value=0.073523171435213017 -0.079432071081062983 0.083364221200742855 -0.11829283639445574 -0.14458202809426507 0.087158088960126084 -0.034241253791379524 -0.13599218119057838 0.034919893801896203 0.052481622613823734 -0.11646159544842483 0.052585278307764952 0.039270030174434201 0.069585254208351641 -0.1010648518236115 0.020874718893295272 -0.087980209836334186 0.087791350210453645 0.066765331024448579 0.077912774300585061 -0.1178013255599961 0.0036530454673902946 -0.10133716714545651 0.019681996295079145 -0.18357772363913852 -0.021514602129832517 -0.12078681901946518 0.13368769213435469 -0.13139887554092169 0.12600625995891943 -0.0048659095831561933
leaf_weight=4.08739213831723 3.3877143943682304 4.4653261788189473 6.5868097972124806 2.2261123834177834 4.252421203069388 5.3360079750418716 3.0911591476760805 4.0332205477170646 4.2265699072740928 4.7465965533629051 5.2870021313428879 10.114119774661964 14.337406155653296 3.5263372799381605 4.3939173887483829 6.0803069854155174 8.2659412669017893 3.2196955550461972 4.9943680986762047 2.3662076946347952 240.60745836142451 8.3762667560949904 3.1184804979711798 1.717164512723681 2.197997116483748 5.8121493740472969 1.8158933511003841 2.6994951022788873 1.8929139506071795 8.6583173167891783
leaf_count=23 36 24 135 60 19 29 53 35 23 49 21 61 81 40 49 90 29 24 16 17 1368 114 25 15 26 240 9 55 5 129
internal_value=-0.000218374 -0.0118505 -0.0539356 -0.0223898 0.0179138 0.00567614 -0.0643164 -0.0289194 -0.0120264 -0.0297658 0.00897174 0.00144723 0.0193782 -0.000487987 0.0103554 -0.0186625 0.0451512 -0.00819219 0.0171938 -0.0276653 -0.00171224 -0.0294934 0.00560059 -0.0428148 -0.0925944 0.000999515 -0.0295798 0.00560447 -0.0119482 0.0186128
internal_weight=385.921 48.3386 20.0247 13.4379 28.3139 24.0615 9.35049 6.25933 19.5962 15.3696 10.623 337.582 50.5719 36.2345 32.7082 17.8348 14.8734 6.60741 11.7545 6.76013 287.01 25.524 17.1478 7.03364 3.91516 261.486 20.8788 15.0666 13.2507 10.5512
internal_count=2900 471 306 171 165 146 148 95 122 99 50 2429 382 301 261 172 89 60 82 66 2047 241 127 66 41 1806 438 198 189 134
is_linear=0
shrinkage=0.1


Tree=48
num_leaves=31
num_cat=0
split_feature=4 2 3 4 3 2 2 0 1 1 4 1 4 0 2 4 4 2 0 4 3 3 4 0 0 1 0 3 4 0
split_gain=0.758574 2.69805 3.56607 1.607 1.70873 1.83513 0.881353 4.40424 5.17622 7.03048 5.1179 7.44972 5.71314 3.05308 2.52668 2.74593 2.95047 2.7817 3.38742 2.38216 2.37705 4.76876 2.87925 2.1265 2.43918 1.68438 2.3377 3.41278 1.74774 5.08222
threshold=32.785955158400007 -0.10710499999999999 0.088500000000000023 34.542090938800008 0.094415000000000013 -0.11420499999999999 -0.24103499999999997 102.21786657775002 78.285212300550015 75.551050381850018 39.852039223600009 62.305017173150013 41.061442884200012 97.32487278035002 -0.16030499999999998 44.611732354850012 41.21013581150001 -0.21094499999999999 86.420486603250012 45.90502654165001 0.093925000000000022 0.091705000000000023 42.102795028150005 76.591483678350016 67.542133611250009 57.960468834350003 83.680947768350009 -0.27223499999999995 39.344049039350004 89.528344202050008
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 10 11 -5 -12 20 15 16 -8 18 -17 -20 21 22 -14 24 -16 -25 -27 -28 29 -29
right_child=3 2 -4 6 -6 -7 14 -9 -10 -11 12 -13 13 -15 23 17 -18 -19 19 -21 -22 -23 -24 25 -26 26 27 28 -30 -31
leaf_value=-0.12410865126985167 -0.079670244055506406 0.071044331366064126 -0.11365484329921052 0.04379670907612445 0.07004844441392058 0.046149893149198547 -0.00076442488013291825 -0.11710519306170508 0.078021607232793569 -0.15919433896293428 0.093330547312346746 -0.13248895513751266 0.04276155582686602 0.061751992880971752 0.085470269412974836 0.013164301921565867 0.092219999085691229 0.064542676557882109 -0.0048517088718592078 -0.14219974590335502 -0.12600952481212918 0.11504643251767582 -0.11917501422075255 0.071390718963806596 -0.11609417006466294 -0.067956621518970778 -0.10671318683608982 0.063755180486542148 -0.0038365137769189026 -0.0021349520994739424
leaf_weight=2.2126715402118862 2.0534566170535982 3.1496806573122731 1.5646277351770548 3.9347193092107791 6.6527376566082239 2.6619494515471143 5.3173248320817939 3.7876764191314569 6.4213637188076964 3.2732269670814267 7.460922937840226 6.1348111685365438 1.6196204554289559 3.6723859198391429 0.74731462821364347 11.512880120426418 9.525872690137474 5.5746019203215864 2.1849737837910643 2.9919035620987415 2.6518128886818886 2.0151813104748726 3.4089612383395433 3.1646413952112189 3.0531987566500902 5.2681027054786673 3.0025726449675849 16.01932742446661 207.43448349926621 43.476626246236265
leaf_count=86 27 43 39 15 33 24 48 111 24 36 29 53 9 20 12 56 46 36 11 36 20 6 102 15 96 59 39 56 1383 330
internal_value=-0.000220978 -0.0330118 0.00974468 0.000384696 0.0374083 -0.00864204 -0.000772694 -0.013977 -0.00435424 -0.0198339 -0.00507073 -0.0636045 0.0232269 -0.0158994 0.00106277 0.0255937 0.0589099 0.00338254 -0.0170458 -0.0842301 -0.0453114 -0.0149304 -0.067018 -0.00216329 -0.0764595 -0.00114892 -0.00198309 -0.000695524 0.000497018 0.015606
internal_weight=381.95 6.92698 4.71431 375.023 11.3681 4.71541 363.655 44.3807 40.593 34.1716 30.8984 10.0695 20.8289 13.368 319.274 37.1076 14.8432 22.2644 16.6898 5.17688 9.69558 7.04376 5.02858 282.166 3.80051 278.366 275.201 269.933 266.93 59.496
internal_count=2900 168 82 2732 84 51 2648 425 314 290 254 68 186 157 2223 233 94 139 103 47 137 117 111 1990 108 1882 1867 1808 1769 386
is_linear=0
shrinkage=0.1


Tree=49
num_leaves=31
num_cat=0
split_feature=1 3 3 2 2 4 3 0 1 3 2 0 0 4 2 1 0 0 2 2 3 0 1 2 4 3 3 0 0 4
split_gain=0.696457 0.804503 1.25382 0.759702 1.51858 4.60153 2.18768 0.814976 3.01169 3.5771 4.01421 2.57837 3.27625 5.38519 2.64081 1.93635 5.82511 2.44447 1.60332 4.53675 3.12166 2.98967 4.20402 6.62293 5.93644 4.18226 2.62188 2.48305 3.17614 4.58077
threshold=93.985807782350022 -0.15684499999999998 -0.15959999999999999 0.68694500000000025 0.27148500000000009 38.938637541200009 0.094415000000000013 85.716110573100011 62.00390986255001 0.10332500000000001 -0.22089 85.839779647100016 86.001087134900004 40.532725462000009 -0.091779999999999987 61.971648364950006 85.447264760050004 84.95796538030001 -0.065399999999999986 -0.054494999999999995 0.095290000000000027 86.530713386650021 65.727424373200009 -0.58350999999999986 41.134354310300004 0.10461500000000003 0.096995000000000012 86.232294534150014 86.950112854950021 41.902916368500009
decision_type=2 2 2 2 2 2 2 2 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 7 6 -6 8 15 10 -10 14 13 -13 -9 16 17 -1 20 -20 27 -22 -23 -24 26 -26 -25 -14 29 -29
right_child=1 -3 -4 -5 5 -7 -8 11 9 -11 -12 12 18 -15 -16 -17 -18 -19 19 -21 21 22 23 24 25 -27 -28 28 -30 -31
leaf_value=-0.004833110825364831 -0.10351151640941246 -0.10242914708549417 0.1092372965403457 0.034160105514781151 -0.057670216014629995 -0.16303882446481144 0.074467625665061946 0.097503795193431358 -0.00028277988862175743 0.048048082090495076 -0.12966923771540695 0.0038494662699308396 0.059601452764475538 -0.15254780802124501 0.010097615947840628 0.067722445455512301 -0.10456643953177064 0.055373099863737119 0.066393971369963542 0.0041090886116258094 -0.11738629328838897 0.033734164030412191 0.039955421807544571 -0.035777572016402144 -0.077459401646617076 0.065965928424707471 -0.14859042777622408 -0.11629475363416203 0.0061280804771311299 0.00093414238174489817
leaf_weight=30.258509737439454 0.51420716010034084 1.4183949315920461 0.60052865184843562 6.4520876659080377 2.5188525421544901 2.2901213960722089 2.4930234057828784 5.5984823927283278 3.8751047337427726 2.7588706407696 6.2900066189467898 5.5481349229812604 7.5786627605557433 3.6500382293015718 9.035121411085127 4.0368898920714846 5.1516714617609969 8.6778097636997682 13.573272155132143 84.485074337571859 3.3993981853127471 10.619750097393988 7.3355663772672406 2.7566690333187642 4.1516962330788356 3.9841656349599361 8.1533743417821807 5.4149308875203124 117.10666519124061 8.6706375218927842
leaf_count=334 42 194 3 38 39 30 15 15 40 17 89 23 26 38 38 22 35 32 58 555 21 39 37 22 33 17 108 30 876 34
internal_value=-0.000210322 -0.0524692 0.0111002 0.000141875 -0.000452281 -0.0456029 0.00805821 0.000458185 -0.010077 -0.0529371 -0.080345 0.00259449 0.000502724 -0.0582124 0.0435372 0.00143316 -0.00463658 0.00858516 0.00245083 0.0127306 -0.00317516 -0.0276384 -0.019393 -0.0407791 -0.0718742 -0.00722342 -0.120086 0.00394686 0.000731832 -0.0441323
internal_weight=378.398 2.53313 1.11474 375.865 369.412 7.302 5.01188 362.111 61.0489 12.924 10.1651 301.062 286.428 9.19817 14.6336 48.1249 44.088 38.9363 277.23 98.0583 179.172 40.4006 37.0012 26.3815 19.0459 8.13586 10.91 138.771 131.192 14.0856
internal_count=2900 239 45 2661 2623 84 54 2539 569 146 129 1970 1917 61 53 423 401 366 1856 613 1243 277 256 217 180 50 130 966 940 64
is_linear=0
shrinkage=0.1


Tree=50
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 1 4 3 2 4 4 3 0 2 2 2 4 4 3 4 4 1 1 3 1 0 3 4 4 0
split_gain=0.692581 1.76645 2.3038 3.91114 6.93579 1.74081 1.05655 0.702136 2.4191 3.94474 3.84517 2.31664 4.23946 2.01399 4.33301 4.01082 6.61906 3.19097 4.67319 2.98302 3.30545 2.9017 3.67399 8.14737 4.94553 4.25728 2.80718 2.68741 2.64785 2.24356
threshold=-0.62958999999999998 -0.59511499999999995 -0.5422499999999999 -0.58180999999999994 75.551050381850018 78.285212300550015 40.580626202750004 0.13062500000000002 -0.033594999999999993 41.289992964000007 36.735256530150004 0.11614000000000002 86.692020874450009 0.090855000000000033 0.06041500000000001 -0.0023999999999999998 36.514114975300011 38.441102963850007 0.10236000000000002 39.344049039350004 41.028010303750008 62.041548276350007 76.919475570250015 -0.11050499999999999 78.820215468450016 107.15656416340002 0.11263500000000003 37.020641110850008 33.151194885250007 108.08677067655002
decision_type=2 2 2 2 2 2 2 2 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 -1 11 9 10 -9 13 -13 14 15 26 -17 27 21 -18 -21 -19 23 -23 -24 -26 -4 28 -15 -27
right_child=1 2 7 -5 -6 -7 -8 8 -10 -11 -12 12 -14 17 -16 16 19 18 -20 20 -22 22 24 -25 25 29 -28 -29 -30 -31
leaf_value=0.0080553997908273042 0.0068737586578488333 0.081624964110890999 0.0033236119254302825 -0.14134904525509626 -0.13374776332803917 0.087253337279180831 -0.07728043092896747 0.044553740901046607 0.063391327274647899 0.068342719450474626 -0.14145505697502794 -0.14340518359612719 0.0032501551454159473 0.04210499306214785 0.078703432295182119 0.080829742366406332 -0.22362933817690639 0.042359477124865395 -0.18488291184835368 0.018245923333242587 -0.10467834360117001 0.044600087296764873 0.080221927502772628 -0.15291253307379229 -0.11651000119171116 0.14961585966399824 0.084430324936823176 0.060766071465974916 -0.078703396803903411 -0.028114853011651637
leaf_weight=2.9106629926245651 6.640711057931183 3.753843454644084 255.88254410610534 3.1161898509599251 2.4851498147472739 4.5339900830294937 2.8928789384663105 1.744858190882949 7.2297695355955502 3.2789995716884732 3.0609202943742275 3.1798241427168232 5.1856045396998525 3.2867435452062619 7.5315939965657881 3.0793424870353183 1.3552763420157123 4.8254244392737808 2.0382508584298185 3.2062696057837439 6.8848673093598336 3.0758723951876163 4.2452978994697315 6.505795690231027 4.5053801462054253 1.1116440687328579 4.3397033913061014 7.4219166422262788 4.0496340030804276 1.9670152727048842
leaf_count=28 36 15 1839 48 46 36 21 16 43 16 27 30 32 45 33 24 21 30 23 21 142 17 34 73 47 3 21 37 38 58
internal_value=-0.000204604 0.000333736 -0.000887209 -0.0498597 -0.00416347 0.0394867 -0.0344818 0.000425559 0.0213625 -0.0162215 -0.0739199 -0.000535369 -0.0524957 0.000800795 0.00387292 0.00182161 -0.0493174 -0.0193512 -0.0390246 -0.0843299 -0.0656215 -0.0276932 -0.043481 -0.0895077 -0.00619972 -0.0545757 0.00467622 0.0183401 -0.0245805 0.0360603
internal_weight=375.326 369.522 358.348 9.35518 6.23899 11.1747 5.80354 348.993 15.3145 8.08478 4.80578 333.678 8.36543 325.313 282.28 274.748 14.5258 43.033 28.2747 11.4464 10.0911 26.2364 21.411 9.58167 11.8293 7.58404 260.222 14.7583 7.33638 3.07866
internal_count=2900 2851 2779 109 61 72 49 2670 102 59 43 2568 62 2506 2101 2068 208 405 285 184 163 262 232 90 142 108 1860 120 83 61
is_linear=0
shrinkage=0.1


Tree=51
num_leaves=31
num_cat=0
split_feature=4 2 3 4 3 2 0 2 2 2 1 3 1 2 2 2 1 0 2 4 2 1 2 4 1 4 2 3 4 2
split_gain=0.685122 2.39793 2.99871 1.28099 1.41023 1.52907 0.826754 0.813273 1.70925 3.25485 4.2968 4.07018 1.79985 1.24614 2.67069 4.20442 3.77402 6.19962 3.44801 8.50237 4.05125 3.52585 3.41487 2.81533 2.68295 2.49001 3.8773 2.9725 3.49509 3.01156
threshold=32.785955158400007 -0.10710499999999999 0.088500000000000023 34.542090938800008 0.094415000000000013 -0.11420499999999999 93.577162146500015 -0.62958999999999998 -0.59511499999999995 -0.5422499999999999 64.434276012450013 0.078935000000000019 78.285212300550015 -0.11808 -0.088099999999999998 -0.085734999999999992 62.197478847950002 85.807518149550006 -0.079824999999999993 41.811877919650009 -0.082314999999999985 62.030794443850006 -0.081844999999999987 42.773538294100007 61.409760615700009 44.215931556700006 -0.156745 0.093760000000000024 38.771633980050005 -0.14581999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 5 -2 -3 -5 12 10 -10 -12 -9 25 16 -16 17 23 19 22 21 -21 -17 -15 -20 27 -27 28 29 -11
right_child=3 2 -4 7 -6 -7 -8 8 9 13 11 -13 -14 14 15 18 -18 -19 24 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.12271946069773283 -0.073695198213650726 0.12162856164058407 -0.10720381288532073 -0.039348124459805907 0.064463158141707999 0.042285276790654636 0.017882460391256263 0.0065171668103351059 0.074212987442982117 -0.055684436656164994 0.063344776320035157 -0.14110270441091727 0.090174431388186607 0.0095379409023365665 0.0565324175479818 -0.19029952064353073 -0.0047608468973916697 -0.1550463557243047 -0.060853703813183474 0.084109853330689335 -0.082010812686903023 -0.020924714363711738 -0.039472986350034503 -0.093224149331583017 0.0062851448254446956 -0.00042656146493355411 -0.11703557640083895 -0.018034945809671094 0.050142670386874116 0.075365100469969193
leaf_weight=2.0262857396155596 2.0082539001014084 1.3827784843742841 1.5244730359409002 5.3508235723711541 6.3803342506289482 2.6193788051605207 1.7280468116514383 6.6110922414809448 1.7615165933966617 6.4791784510016441 1.2015451989136634 5.1363688565324992 4.2091155853122473 8.3446635007858294 13.183871143963186 4.1080564728472382 35.706509911455214 5.0390998721122733 6.2059005517512551 5.9576232675462997 4.5527967689558837 6.8944588988088071 2.365522651467475 3.917673720046877 145.49577662558295 28.834585406817499 3.1643670513294628 13.505736645311115 34.39961687871255 2.4042567184660566
leaf_count=86 27 5 39 41 33 24 38 35 6 87 14 81 27 38 62 49 228 35 116 19 39 40 14 36 1000 259 95 90 222 15
internal_value=-0.000193737 -0.0319754 0.00769266 0.000384978 0.0339808 -0.00804677 0.0639982 -0.00065727 -6.48803e-05 -0.00131493 -0.0639448 -0.102343 0.0390603 0.000219634 -0.00350113 0.00206842 -0.0233346 -0.0616668 -0.00202115 -0.0373426 -0.000950787 0.0277644 -0.135186 -0.0232933 0.00353859 0.0103514 -0.011958 0.0229221 0.0357021 -0.0202165
internal_weight=372.5 6.66158 4.6353 365.838 11.008 4.62763 3.11083 354.83 349.479 338.659 8.09943 6.33791 10.8202 330.56 241.772 188.764 53.0079 17.3014 175.58 23.8785 17.4049 12.8521 6.47358 12.2623 151.702 88.7877 31.999 56.7888 43.2831 8.88344
internal_count=2900 168 82 2732 84 51 43 2648 2607 2545 101 95 62 2444 1676 1339 337 109 1277 161 98 59 63 74 1116 768 354 414 324 102
is_linear=0
shrinkage=0.1


Tree=52
num_leaves=31
num_cat=0
split_feature=1 3 3 2 2 4 3 0 1 3 2 0 0 2 4 4 1 0 0 4 2 1 4 0 0 2 3 2 0 2
split_gain=0.605379 0.724576 1.07883 0.586002 1.26084 3.70089 1.79024 0.671698 2.51404 2.91655 3.64887 2.16766 1.63101 3.98666 3.98238 2.31162 1.46161 4.72788 1.79915 1.25516 3.22266 3.27408 3.54006 3.50285 2.75822 2.47415 2.93066 1.64715 2.04137 1.2135
threshold=93.985807782350022 -0.15684499999999998 -0.15959999999999999 0.68694500000000025 0.27148500000000009 38.938637541200009 0.094415000000000013 85.716110573100011 62.00390986255001 0.10332500000000001 -0.22089 85.807518149550006 86.001087134900004 -0.101965 40.21994457600001 41.872669623500009 61.971648364950006 85.447264760050004 84.95796538030001 35.818873074050011 -0.23557500000000001 58.549241164900003 38.994321257850011 76.591483678350016 74.09121761705002 -0.26820499999999997 0.096845000000000028 -0.23361999999999997 71.249517373150013 -0.065399999999999986
decision_type=2 2 2 2 2 2 2 2 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 7 6 -6 8 16 10 -10 -9 13 -13 -15 -16 17 18 19 25 -21 23 -23 24 27 -1 -27 -22 -29 -14
right_child=1 -3 -4 -5 5 -7 -8 11 9 -11 -12 12 29 14 15 -17 -18 -19 -20 20 21 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.12402791135450782 -0.10316318221361614 -0.10217730412554814 0.10215835262537794 0.030635312350226037 -0.055097653533698866 -0.15666028911157845 0.066374229887935454 0.044664049798316334 0.00031390047412123716 0.041732660548719776 -0.12593295161776855 0.053531331663590712 -0.0027276672289543382 0.0099484180055211344 -0.19762516248456397 -0.057567870801569013 0.059381671760324765 -0.094505253753054824 0.049324955122209975 -0.10995706685924041 -0.03768218459039907 0.0079025163483496131 -0.15090312146456819 0.089989630607510779 -0.13222812771195999 -0.12140166371942435 0.069790378533881786 -0.013559047003058562 0.11376343866061873 0.011249658067403389
leaf_weight=2.1309516336768866 0.46164943883195519 1.2632005286868651 0.57421931251883529 6.1928929304704061 2.4732734304852775 2.0172009863890707 2.3815672686323524 11.648989409208296 3.8068166626617304 2.7218677904456845 5.7433694852516046 3.453630991280078 175.92620515613817 3.2691848874092084 2.5728668347001076 2.1743226516991854 3.9592996016144744 5.1011129990220061 8.2561682201921922 3.009757529012858 3.8136008381843558 3.0706372559070578 2.5857772752642632 5.3243840150535098 1.5621861815452565 1.4353184825740783 1.8162051141262052 2.5452961130067768 2.4922687038779259 96.014073227066547
leaf_count=8 42 194 3 38 39 30 15 41 40 17 89 14 1243 13 19 27 22 35 32 70 22 17 33 21 23 45 7 72 16 613
internal_value=-0.000185597 -0.0513401 0.0106539 0.000134424 -0.00038837 -0.0428129 0.00449101 0.00043419 -0.00927028 -0.0495837 -0.0756095 0.00238703 0.000649319 -0.0362889 -0.0749854 -0.133476 0.00123285 -0.00410348 0.00801846 -0.00343084 -0.0130714 0.000558599 -0.064694 0.0240115 -0.00972333 0.0402791 -0.0146074 0.0118981 0.0494321 0.00220731
internal_weight=369.798 2.29907 1.03587 367.499 361.306 6.87204 4.85484 354.434 59.375 12.2721 9.55019 295.059 283.41 11.47 8.01637 4.74719 47.103 43.1437 38.0426 29.7864 24.4039 21.3942 5.65641 15.7377 10.4134 5.38248 3.25152 8.85117 5.03756 271.94
internal_count=2900 239 45 2661 2623 84 54 2539 569 146 129 1970 1929 73 59 46 423 401 366 334 274 204 50 154 133 60 52 110 88 1856
is_linear=0
shrinkage=0.1


Tree=53
num_leaves=31
num_cat=0
split_feature=1 0 3 1 1 1 4 0 0 1 2 0 1 2 2 4 3 4 1 0 1 0 1 4 0 1 4 1 0 3
split_gain=0.619043 5.44495 5.68524 5.14689 3.88511 10.1193 2.87772 2.74958 3.61173 3.48515 2.6545 2.38988 3.75393 2.63373 2.34156 2.3044 2.26261 2.10365 2.80723 2.00869 4.77722 8.8313 2.56151 2.46973 2.75925 3.14146 2.31165 4.51901 5.15787 3.6034
threshold=71.090898343450007 96.055920542800024 0.082775000000000029 70.865067860500019 72.953999827850012 74.986474174450009 43.968221017800005 93.972365491700018 94.776214472700005 70.026268923800004 -0.048664999999999993 98.615332683000005 75.779569322950024 -0.61225999999999992 -0.096499999999999989 36.735256530150004 0.11467000000000002 45.90502654165001 74.188002109750016 90.337570099350003 66.697957758300021 92.031298721500022 66.318885161900013 36.372781240150012 93.776108048200015 68.961639504150014 38.592454371550012 65.111767461350013 86.866770652900016 0.087205000000000019
decision_type=2 2 2 2 2 2 2 2 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 6 7 14 -6 -2 19 9 -9 -10 -7 -13 -14 -3 16 -15 -8 -19 26 22 -22 -21 -23 25 -25 29 -28 -29 -1
right_child=1 4 -4 -5 5 11 17 8 10 -11 -12 12 13 15 -16 -17 -18 18 -20 20 21 23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.021323868805809901 -0.068821480295520474 0.11599264648708221 -0.12375670682826707 0.10207484294005192 -0.14842512629273047 0.03034240891777315 0.079607792852364856 -0.0020302126516423516 -0.040806908396238746 -0.14178053893827289 0.070251596929387788 -0.14286100106079541 -0.14024053437763809 -0.11059404846746701 0.021878036277601952 0.0052907127882585257 0.057521660128772779 0.096686877518465053 -0.12772802505521938 0.024635058114531226 -0.11626619755706553 0.085356070302760087 0.10672625650693029 0.028659591153661814 0.058837812981355153 -0.074156934378220712 -0.0030522713783385533 0.011939217488668835 -0.19071899127814096 0.05228620101471565
leaf_weight=10.623431544285269 4.7798052448779362 4.343894642777741 7.4180636806413522 5.1181917544454327 4.6060297456569961 24.424515414983034 3.8746787682175636 2.8596517704427269 5.2646483210846782 4.7463263673707843 3.6403591670095903 1.9444393031299103 1.3528424360556517 3.2996885665925211 6.7536932211369258 65.793008483480662 1.0570069735404102 0.91253262571990523 1.4323336957022546 7.1957054510712615 5.4191310647875097 5.2962705418467548 8.0570928752422315 6.1487099882215279 6.7953049801290026 5.7513652741909027 135.40497513441369 2.2899320414289823 2.7810855442658067 17.781316107138991
leaf_count=120 40 18 110 23 54 112 24 22 48 56 15 23 30 168 37 741 18 10 41 39 47 16 29 32 23 32 848 15 29 80
internal_value=-0.000184073 -0.00566493 -0.056102 0.00289209 0.00251397 -0.00357242 -0.010475 0.000685508 -0.038631 -0.089238 0.00459371 0.00324464 -0.00576662 -0.00203848 0.058717 0.000626757 -0.0698064 0.0343651 -0.0403943 0.00372541 0.0225847 -0.000967541 0.0679987 0.0250756 0.0079986 -0.0210321 -0.00126227 -0.00652324 -0.0992041 0.0247559
internal_weight=367.166 131.993 18.4174 235.173 113.575 102.478 10.9994 230.055 16.511 7.60598 8.90501 97.8715 73.447 71.5025 11.0976 70.1497 4.3567 6.21955 2.34487 213.544 44.6636 29.4108 15.2528 23.9917 18.6954 11.9001 168.881 140.476 5.07102 28.4047
internal_count=2900 1426 225 1474 1201 1146 115 1451 141 78 63 1092 980 957 55 927 186 75 51 1310 218 150 68 103 87 64 1092 892 44 200
is_linear=0
shrinkage=0.1


Tree=54
num_leaves=31
num_cat=0
split_feature=3 2 3 0 1 3 2 2 1 1 0 4 1 1 4 4 1 4 0 3 3 4 4 0 2 0 4 0 2 2
split_gain=0.610118 5.35335 4.10034 3.29482 2.91515 2.79316 2.32373 5.96413 2.85504 2.73251 2.10344 1.68784 1.36361 2.24319 1.34015 1.5709 1.43335 2.41504 2.61292 3.86282 1.77027 1.76321 2.70819 2.01308 5.34759 3.49571 1.81688 3.77539 5.47844 2.19535
threshold=-0.15684499999999998 -0.24103499999999997 -0.23472499999999999 71.249517373150013 58.549241164900003 -0.24523500000000001 -0.15895000000000001 -0.091779999999999987 70.96454081135002 73.365333921800001 113.28087178455002 39.995120105550008 93.464246905050018 93.985807782350022 32.785955158400007 34.542090938800008 61.614083433650009 35.818873074050011 82.401241698250018 1.0000000180025095e-35 0.08784500000000002 37.020641110850008 36.82350895510001 89.872466842800023 -0.057185 97.900202820250016 37.797539186950011 93.972365491700018 -0.02852 0.22542000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 9 -8 -9 -6 14 -10 -12 -14 -2 -16 17 -17 19 -19 -21 22 23 -18 25 -25 27 -23 -29 -28
right_child=10 2 -4 4 5 -7 7 8 11 -11 12 -13 13 -15 15 16 21 18 -20 20 -22 26 -24 24 -26 -27 29 28 -30 -31
leaf_value=-0.11780207753661656 -0.059522649419901701 -0.14803564589997642 0.065546323759467659 0.074247725591445976 -0.0099321002129084384 -0.10986904488449019 -0.15473213852846554 0.040707365723946648 -0.0088458175708567149 0.09886429768977395 -0.12352861756910896 -0.14078500586891135 0.13710234877467095 -0.10216144426997337 0.041567772448321709 0.071205593060307201 0.041833889072527324 -0.12235430793122498 -0.11386366198744631 0.057729566459475516 -0.035179458950612488 0.097550885427937009 -0.1272150973743611 -0.16539487935509534 0.024377055701588619 0.015401091777775237 0.0027307027499104413 -0.13202246160337577 0.086400077324438745 -0.043434486298637186
leaf_weight=3.0738992028636849 3.8504287807736537 1.4407528024166811 13.256493534194304 5.3121600020676842 4.7544537535868567 2.3954139896668556 2.7258816382382056 8.6585653610527498 2.4553323350846759 4.4873177851550281 2.3221956377383317 1.6023084186017511 0.6645436701364813 0.95488162210676819 8.7646363601088506 2.0844083279371288 4.5476869810372653 2.7078820886090389 3.914503729902207 4.4870678968727571 3.7771395575255156 5.746095282956956 2.4582897191867223 3.6499082818627393 6.4003019821830041 1.5126616216730324 239.83314810041338 2.323154988233 2.2707164157181978 10.763161215931175
leaf_count=95 76 48 81 25 42 34 37 39 37 15 64 24 6 161 62 8 24 77 34 23 34 20 21 41 43 32 1544 40 9 104
internal_value=-0.000180267 0.0100584 0.018405 -6.64912e-05 0.00651509 -0.00677206 0.00323285 -0.0205034 0.00827031 0.0428937 -0.00182098 -0.0609468 -0.0744108 -0.0039777 -0.00089529 -0.000155741 -0.0013892 -0.029607 -0.0437227 -0.0186986 0.0152657 0.000324129 -0.0294495 -0.0145316 -0.0367001 -0.112421 0.00244289 0.0435222 -0.0240578 0.000747899
internal_weight=363.195 50.1626 47.0887 33.8322 32.3914 27.0793 24.6839 15.4421 12.7162 9.24177 313.033 4.05764 3.94162 1.61943 309.091 305.241 296.476 16.971 14.8866 10.9721 8.26421 279.505 18.5688 16.1106 11.5629 5.16257 260.936 10.34 4.59387 250.596
internal_count=2900 477 382 301 253 228 194 137 100 57 2423 61 231 167 2192 2116 2054 176 168 134 57 1878 161 140 116 73 1717 69 49 1648
is_linear=0
shrinkage=0.1


Tree=55
num_leaves=31
num_cat=0
split_feature=4 3 4 4 2 4 3 0 0 0 4 2 3 4 3 3 3 3 2 1 0 0 4 3 3 1 4 2 0 3
split_gain=0.572343 0.840415 0.589006 2.25377 2.43941 1.53217 1.40718 1.87647 2.58921 1.38251 1.31132 3.12196 3.23443 3.1336 2.02017 1.54733 3.04053 3.24993 2.70605 2.79196 2.76284 2.9655 1.73965 1.50506 2.23556 1.67267 4.62819 2.62205 1.56051 2.74936
threshold=29.904643970450003 -0.22588499999999997 49.275256100300005 49.49736495185001 -0.15726999999999999 48.680511450650009 0.079095000000000013 85.57362229215002 110.50907145210002 119.78425200215001 45.90502654165001 -0.23378499999999999 0.074640000000000026 47.833738492450003 -0.52484999999999993 -0.22125500000000001 -0.22831499999999999 -0.24523500000000001 -0.16717499999999999 71.225321249950014 86.780739992750014 85.807518149550006 39.995120105550008 -0.12530999999999998 -0.11050499999999999 83.715897724050009 44.710446918150005 0.20981000000000005 78.626646483100004 0.10176000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 6 10 7 -5 -9 -6 14 -12 -13 -14 -2 16 17 18 -16 20 21 -20 -21 -17 -25 28 27 -27 29 -26
right_child=2 -3 3 4 9 -7 -8 8 -10 -11 11 12 13 -15 15 23 -18 -19 19 22 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.01109556985597963 -0.088082926810000406 -0.11719265928671037 -0.13897095895491879 0.076347839388504826 -0.11195740415867234 0.037405750349036419 0.077502604510473416 -0.12263988280128464 0.053893734743176158 0.03643230977392501 -0.10381340135771935 0.050594333277126202 -0.14641115372075966 0.018696176002556752 0.069962339939965215 -0.052442077190138298 0.092478809958500496 -0.10593570852907258 0.053945994131874765 -0.015989311870364002 0.092294887961263561 -0.08903480458100288 -0.14111897585008681 0.081274310833126528 -0.090123780112033758 -0.11187761387674221 0.11760212657314693 0.056101159816689485 0.0020362499933994738 0.054369826360912199
leaf_weight=1.0226847676094624 2.5241737361066034 1.0199051520321507 1.4343749694526184 1.7437053844332675 2.635501185432076 11.135090311989186 3.0395607650279999 2.0462881559506063 1.3987513571046291 0.82420799671672274 4.0852060043252996 5.6097046378999931 2.2627722420729697 2.3364199486095458 7.2895202799700263 5.4684336043428621 5.2694819751195601 2.2467507184483102 2.8939879294484872 2.5882035321556023 3.7630385011434555 2.9083743393421173 1.9467999914195386 3.3874618464615187 4.5193357814569017 5.2704767718678331 1.4148236834444103 1.1281568002887068 264.87276505865157 1.8583214515820143
leaf_count=38 57 58 22 6 97 56 18 36 13 27 73 30 43 19 56 75 25 25 31 35 12 17 29 33 104 282 7 21 1545 10
internal_value=-0.000177305 -0.0529613 0.00012394 -0.0206703 -0.00615217 0.000915372 0.0234713 -0.0081801 -0.0509639 -0.0766065 -0.000302463 -0.0299349 -0.000371608 -0.0625355 0.00102389 0.00173381 0.0237895 0.00847617 0.0204937 -0.00508016 0.025559 -0.0177217 -0.0697054 -0.000480514 0.000525494 -0.000454688 -0.0460707 -0.0822609 0.000859295 -0.0480212
internal_weight=359.944 2.04259 357.902 13.1224 11.688 344.779 8.22831 5.18874 3.44504 3.45971 333.644 14.2941 10.2089 4.59919 319.35 316.826 28.9062 23.6367 21.3899 14.1004 9.5654 5.80236 4.535 287.92 282.451 279.064 7.81346 6.39863 271.25 6.37766
internal_count=2900 96 2804 219 197 2585 73 55 49 124 2529 165 92 62 2364 2307 230 205 180 124 60 48 64 2077 2002 1969 310 303 1659 114
is_linear=0
shrinkage=0.1


Tree=56
num_leaves=31
num_cat=0
split_feature=2 2 0 4 4 4 0 3 3 2 3 1 0 1 3 4 4 0 2 3 3 0 1 3 0 1 1 0 0 0
split_gain=0.510032 4.11077 2.94756 1.23727 2.10521 2.13888 1.12275 0.805781 4.3065 3.67962 2.75623 2.02902 6.0435 3.04044 2.37905 4.42221 5.99832 1.92728 1.44668 6.18999 3.12508 1.69571 4.47932 3.02189 2.89989 2.61384 1.84442 2.42363 1.67771 1.87193
threshold=-0.58350999999999986 -0.5422499999999999 101.15323715815002 39.852039223600009 40.621691032550004 42.564639561200003 101.83879398140002 0.10500500000000003 0.10721500000000002 0.20327000000000003 0.10176000000000003 61.966271448700006 86.280686780500005 63.431481129800005 0.11048000000000002 41.134354310300004 38.052786106700005 98.615332683000005 0.22542000000000004 0.08079500000000002 0.094415000000000013 85.716110573100011 62.00390986255001 -0.17732499999999998 85.872041144650012 61.885617704800005 61.971648364950006 85.509099297050014 86.001087134900004 86.232294534150014
decision_type=2 2 2 2 2 2 2 2 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 -6 -4 10 -9 11 18 -10 -13 -14 -15 16 17 -16 21 -20 -21 22 26 -24 -23 -26 27 -3 -27 -30
right_child=1 7 6 4 5 -7 -8 8 9 -11 -12 12 13 14 15 -17 -18 -19 19 20 -22 24 23 -25 25 28 -28 -29 29 -31
leaf_value=-0.014829021420150785 -0.1009892196719791 0.0015179036266183355 0.0091091654939606682 0.10083607674941381 -0.037926578566561238 0.063422166085423004 -0.11760611594517725 -0.10420619491514696 0.031421278104010138 0.086557921209335947 0.041847419665902212 -0.13340327135350177 0.052374612419571989 0.04430941575776956 -0.085101106685708749 0.025236844805291033 -0.20790921929723091 0.04444007954704865 0.01631222801373727 -0.159299629247973 -0.0068822980620170246 0.054113601714115112 0.012097389433851843 -0.12297682297520247 -0.097194480787026361 -0.067644682815158022 0.066232819266609275 -0.081906289967343143 0.044417003458432247 0.0024792518484274238
leaf_weight=4.3720434792339864 4.0709720253944388 27.931264570914212 1.0602585151791566 4.6234165579080573 3.8574448302388173 4.5250546038150787 2.0535365956602618 4.5868072477169326 8.1156213209032995 4.2074798364192239 16.398109318921342 4.3599869692698148 6.5868760421872166 3.5155696910805991 2.4979020114988071 4.8979618437588215 2.9568864989560097 2.1259825157467276 10.989303417271005 4.1001230198889962 2.0020892010070384 11.473700791597365 2.3325096182525158 5.7129742084071022 2.5999781489372245 3.2391982264816752 3.6419106144458047 3.9784617237746707 11.301501067355273 182.77686122863088
leaf_count=28 60 326 8 13 23 20 78 42 37 25 79 43 27 26 22 37 31 25 103 63 22 43 21 101 18 25 18 28 43 1465
internal_value=-0.000178404 -0.00111143 0.0151384 0.0311926 0.0466631 0.0167837 -0.0744591 0.000112059 -0.0125176 -0.0018066 0.00203187 -0.012412 -0.0256161 -0.00480455 -0.0283524 -0.0488231 -0.0966735 -0.0255403 -0.000367794 -0.0285327 -0.109293 0.00152006 -0.0164368 -0.0838167 0.00522346 0.00241755 -0.00118841 -0.00888331 0.0037301 0.00492136
internal_weight=356.892 336.4 20.4918 17.378 13.0059 8.3825 3.1138 332.329 43.8511 39.2643 288.478 35.0568 26.9412 22.5812 15.9943 12.4787 7.58077 4.62388 272.08 17.0915 6.10221 254.988 43.5971 8.04548 211.391 199.918 35.5516 31.9097 197.318 194.078
internal_count=2900 2730 170 84 56 43 86 2670 315 273 2355 248 211 168 141 115 78 47 2276 188 85 2088 494 122 1594 1551 372 354 1533 1508
is_linear=0
shrinkage=0.1


Tree=57
num_leaves=31
num_cat=0
split_feature=4 4 1 2 0 3 0 3 2 2 4 1 3 2 2 2 4 1 2 1 2 4 1 3 2 3 3 4 4 4
split_gain=0.486184 2.34083 1.01206 2.31019 1.37568 1.361 3.41962 1.07547 0.893583 0.979855 2.6348 2.27862 1.64293 1.24297 1.67289 3.91179 2.70973 2.94702 3.44408 3.83839 2.44862 6.24026 1.73261 2.60014 1.6146 2.48044 3.07247 2.468 1.99381 3.18801
threshold=48.988717865950008 48.852845034800005 81.320481529800006 -0.21094499999999999 110.99299391555002 0.079095000000000013 110.50907145210002 -0.21013499999999999 0.68694500000000025 0.25677000000000011 40.08085804200001 69.276189105400007 0.099780000000000021 0.20327000000000003 0.090855000000000033 0.06041500000000001 33.680680957850008 62.057679025150001 0.13860000000000003 76.763544998700013 -0.0023999999999999998 41.028010303750008 71.381251821550009 -0.028854999999999995 -0.031989999999999998 0.12424000000000003 0.23821500000000004 40.259171735100004 41.872669623500009 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=1 8 3 -2 5 6 -4 -6 9 13 11 -11 -13 14 15 20 -16 -18 -19 -20 24 22 -22 -24 25 -1 -27 -28 -26 -30
right_child=2 -3 4 -5 7 -7 -8 -9 -10 10 -12 12 -14 -15 16 -17 17 18 19 -21 21 -23 23 -25 28 26 27 -29 29 -31
leaf_value=0.00082943999623971514 -0.0061598636716327015 0.064593571032099714 -0.11418658335154697 -0.11698668862692946 0.030166452498976051 0.09954009346013297 0.10958986684753591 -0.11741080971188163 0.03973608405485874 0.042107673280246234 -0.11904736590934369 -0.12682814574429987 0.0027322199584964477 0.036063768311188994 0.11858345383499601 0.074712240174798883 0.028291490487399748 -0.12764418499771643 -0.084012218097736013 0.061274312723501173 0.042376754223930412 -0.12181154826818844 0.06292263488264381 -0.14133926838542418 0.048349054916223225 -0.13251885363005297 -0.083715886161876488 0.0269262296083865 -0.084852187130393553 0.035921995916690701
leaf_weight=231.29688640963286 6.2494369093328705 5.6265225261449805 1.4213089221157127 2.6906576780602327 0.83169969730079207 2.1583797447383404 1.3144191075116394 1.2154815178364513 5.4426074381917706 4.8276627957820875 2.5700089111924163 1.9130420042201879 2.004106834763661 9.2348665257450175 1.1440795357339109 6.9670762063469729 4.5879437522962716 5.2057466364931297 4.2290067002177238 3.190191229339689 5.9697424545884115 5.7668168083764604 1.0709315850399437 1.4905932297697289 14.877662020153368 3.0616972749121478 3.2799356027971935 5.2320044809021056 3.5671208871062827 5.6432798826135695
leaf_count=1720 41 22 39 86 14 9 6 47 37 24 43 55 19 54 7 33 31 94 28 17 29 146 12 31 85 30 32 28 46 35
internal_value=-0.000171356 0.000631628 -0.0172712 -0.0395149 0.0113778 0.0401703 -0.00667003 -0.0574552 -0.00045049 -0.00111909 -0.0300334 -0.00387318 -0.060542 -8.31679e-05 -0.00117199 0.000692227 -0.0304422 -0.0403474 -0.065291 -0.0215403 -0.00114134 -0.0414587 0.0128568 -0.0559407 0.00101802 -0.00143118 -0.0466091 -0.0157079 0.0257124 -0.010853
internal_weight=354.081 338.2 15.8814 8.94009 6.94129 4.89411 2.73573 2.04718 332.573 327.13 11.3148 8.74481 3.91715 315.816 306.581 288.224 18.357 17.2129 12.6249 7.4192 281.257 14.2981 8.53127 2.56152 266.959 242.871 11.5736 8.51194 24.0881 9.2104
internal_count=2900 2658 242 127 115 54 45 61 2636 2599 141 98 74 2458 2404 2227 177 170 139 45 2194 218 72 43 1976 1810 90 60 166 81
is_linear=0
shrinkage=0.1


Tree=58
num_leaves=31
num_cat=0
split_feature=3 3 2 3 0 1 1 4 3 4 0 3 3 3 3 3 4 4 1 4 2 1 1 1 0 4 4 0 2 0
split_gain=0.483754 2.2235 2.2247 2.00276 1.02155 2.14831 2.03714 1.52603 1.72916 1.13832 0.650763 1.80857 1.1701 1.036 2.14225 2.61323 1.79969 1.05787 1.46352 1.2345 1.15683 0.99176 4.18948 1.27337 2.34847 0.805562 2.47215 2.92005 4.21191 3.23755
threshold=-0.25765499999999997 -0.26439499999999999 -0.23557500000000001 -0.25276999999999999 76.591483678350016 55.788194664950005 61.917879202350001 36.072790850000011 -0.27223499999999995 42.027086531450003 116.55541378745001 -0.15684499999999998 -0.25095999999999996 -0.24637000000000001 -0.23472499999999999 -0.21013499999999999 40.621691032550004 32.785955158400007 69.276189105400007 34.542090938800008 -0.081844999999999987 60.474177186300004 57.960468834350003 56.981870074850008 71.144667506050013 37.020641110850008 36.82350895510001 89.872466842800023 -0.057185 99.378854792050006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 -4 -6 -8 9 -9 12 -12 -5 -14 16 -16 -15 18 -17 20 -19 22 23 24 -21 26 27 -23 29 -29
right_child=3 -3 4 10 6 -7 7 8 -10 -11 11 -13 13 14 15 17 -18 19 -20 21 -22 25 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.12572714535041241 0.068144464009399525 -0.12693119281664716 0.06337673487503058 -0.068100214015915872 0.10766374235326939 -0.13919015419390512 0.060204358152797302 -0.14129933583110485 0.038318248713741933 -0.017773957282900463 0.035685107509280965 -0.11340702488202836 0.040340970660931549 0.0047663874211772905 0.057685520022833815 -0.010619305681860248 -0.11592492845248546 0.068688031783073741 -0.14643063107215051 0.044098842553165415 -0.0060481057138790355 0.054770163187924763 -0.1311964972863045 0.042225549188866673 -0.093809475349365623 0.0016895141817366761 -0.11264388304883138 -0.15473563510201516 0.020133802229989072 0.024911074897274527
leaf_weight=1.3524496486643318 4.3352316494565448 1.6587493690894906 0.91130437399260644 2.4910643212497225 2.2133385911583883 1.2304620412178335 2.6354831871576607 1.5537023590877623 1.9902826221659808 1.4350975714623926 1.510390098905191 1.763721631374209 6.4611666086129835 2.1473720557987681 7.9096263279207042 2.4802270419895645 2.9095210661180317 4.982805841602385 1.1667162879602981 2.2693721824325603 3.5443983394652587 5.3883541803807082 3.0163413072004905 4.5554475467652082 2.7086704694665968 262.76576146599837 2.4841514546424142 3.536919135600332 6.1718525807373172 1.4003642778843639
leaf_count=58 24 24 27 22 6 35 20 27 16 15 34 186 33 14 48 30 38 34 54 58 31 26 38 22 40 1800 21 44 44 31
internal_value=-0.000168218 -0.0177504 -0.00415615 0.000615699 0.00958012 -0.0529996 0.0232179 -0.00132808 -0.0338979 -0.0819876 -0.00026698 -0.0446289 0.000175317 0.000697193 -0.000104669 0.000933948 -0.0646743 -0.000530736 -0.0540676 0.000114013 0.0376234 -0.000972814 -0.0284784 0.00402098 -0.0309403 0.000252365 -0.0196423 -0.00563837 -0.0349388 -0.103782
internal_weight=350.98 14.9809 13.3221 335.999 11.9697 2.14177 9.8279 7.61457 4.97908 2.9888 331.664 3.27411 328.39 325.899 319.438 314.381 5.05689 306.471 3.64694 302.824 8.5272 294.297 12.5498 9.53349 4.97804 281.747 18.9816 16.4975 11.1091 4.93728
internal_count=2900 228 204 2672 146 62 84 78 58 42 2648 220 2428 2406 2373 2321 52 2273 84 2189 65 2124 158 120 98 1966 166 145 119 75
is_linear=0
shrinkage=0.1


Tree=59
num_leaves=31
num_cat=0
split_feature=2 2 3 0 1 0 3 0 3 3 4 0 1 0 3 1 2 4 2 3 2 2 3 3 0 1 3 0 1 1
split_gain=0.423412 3.47791 2.66925 3.02762 1.25889 1.20657 0.718281 1.40013 0.684729 1.95915 3.34657 3.32446 3.83417 3.11478 2.29494 2.03149 1.56996 2.54277 2.36876 1.4337 1.29535 1.17884 5.14357 2.8371 1.40828 3.94831 2.76603 2.37489 2.07186 1.53876
threshold=-0.58350999999999986 -0.5422499999999999 0.12191500000000002 101.15323715815002 65.004229136100022 101.83879398140002 0.097615000000000021 97.900202820250016 0.13062500000000002 0.10500500000000003 38.175120519550006 86.103248543850015 64.071334164850015 93.910530954700008 0.10176000000000003 75.922057603850007 -0.033594999999999993 41.289992964000007 -0.13978499999999996 0.11467000000000002 -0.072569999999999982 0.22542000000000004 0.08079500000000002 0.094415000000000013 85.716110573100011 62.00390986255001 -0.17732499999999998 85.872041144650012 61.885617704800005 61.960894532450006
decision_type=2 2 2 2 2 2 2 2 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 6 -2 -5 7 -1 9 14 20 19 -13 -14 21 -15 17 18 -10 -12 -11 24 -23 -24 25 29 -27 -26 -29 -3
right_child=1 8 -4 5 -6 -7 -8 -9 16 10 11 12 13 15 -16 -17 -18 -19 -20 -21 -22 22 23 -25 27 26 -28 28 -30 -31
leaf_value=-0.0046397015563862682 0.0026600214475842434 -0.0094899620512223729 -0.088781374171563759 0.022512067018200223 -0.12782286447049129 -0.11614410579231355 0.072372346775956525 0.075920874629031965 0.022415731258844315 -0.020398623309091882 -0.072707277207445895 0.026239575229701134 -0.18283384843538283 0.015890267751875721 0.038309680718404869 -0.10306791316368978 0.058273489720509636 0.061323269607030939 -0.12148362185670065 -0.17774561246211487 0.0666160919940324 0.014860483941557413 -0.15387128761062527 -0.005016680955845669 0.04926256723761286 0.010477306585267935 -0.12093790067136881 -0.085889650608735532 0.0031520686318769137 0.052526661280087518
leaf_weight=5.4360020067542845 0.99016689509153311 30.107946615898982 2.241403615102171 0.95512515865266268 2.9195994511246681 1.8300967650720847 5.8317208364605895 3.5769297145307064 2.1041624012868851 2.7895276769995689 3.412729078903797 7.9748354218900186 1.9241302162408827 3.2838075235486031 16.099245061632246 2.5506328992778435 6.3974101734347624 3.0983339361846447 2.50674137333408 2.0985062019899487 4.4241130204172832 10.477690579602497 3.7592038372531524 1.9418067061342297 11.215733937919138 2.3017790298908949 5.2655900125391772 2.6488817557692519 194.03833098208997 4.6140152793377629
leaf_count=33 5 348 18 7 55 77 21 14 12 33 27 38 14 22 79 31 43 16 31 24 24 103 63 22 43 21 101 18 1533 24
internal_value=-0.000167651 -0.00102397 0.0140076 0.0270759 -0.0947775 -0.0685953 0.0450261 0.0273321 0.000103769 -0.000873863 -0.0258822 -0.0458647 -0.0224521 -0.072501 0.00164568 -0.0361145 0.021652 -0.00873779 -0.0558159 -0.112703 0.0329673 -0.000570266 -0.0267309 -0.10317 0.00112141 -0.0155135 -0.0809651 0.00450511 0.0019529 -0.00124891
internal_weight=348.816 328.945 19.8713 17.6299 3.90977 2.78522 14.8447 9.01293 325.035 310.929 28.4583 21.2446 15.7334 7.75857 282.47 5.83444 14.1066 7.70924 4.6109 5.51124 7.21364 266.371 16.1787 5.70101 250.192 42.2893 7.56737 207.903 196.687 34.722
internal_count=2900 2730 170 152 60 84 68 47 2670 2568 213 156 105 67 2355 53 102 59 43 51 57 2276 188 85 2088 494 122 1594 1551 372
is_linear=0
shrinkage=0.1


Tree=60
num_leaves=31
num_cat=0
split_feature=1 0 3 1 1 1 1 3 4 4 2 2 2 1 0 1 1 0 0 2 2 3 2 4 0 4 3 0 4 1
split_gain=0.445319 4.8306 4.74761 4.19217 2.9361 8.51898 2.22619 3.12696 2.22585 1.97487 1.88508 1.83075 4.29219 3.16308 4.99901 3.22897 3.0194 5.91448 3.26996 4.79494 3.94581 3.44644 2.93518 2.21966 2.15438 1.93763 2.09234 2.51226 1.75538 2.03669
threshold=71.090898343450007 96.055920542800024 0.082775000000000029 70.865067860500019 72.953999827850012 74.986474174450009 70.343506983200015 0.08494500000000002 43.968221017800005 36.735256530150004 -0.096499999999999989 -0.094344999999999998 -0.08459499999999999 82.987325570650015 98.615332683000005 89.912793714750009 81.524804347700012 106.56510337475001 101.99741301110002 0.13860000000000003 -0.030145000000000002 0.088990000000000027 -0.18126999999999999 41.840895355800008 97.900202820250016 39.56957118270001 0.075065000000000021 104.3578792496 33.384956903900012 78.349735295650007
decision_type=2 2 2 2 2 2 2 2 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 8 6 10 -6 -1 -8 -2 28 -3 13 -13 14 24 25 18 -18 19 20 21 -14 23 -16 -11 -15 -27 -28 29 -7
right_child=1 4 -4 -5 5 9 7 -9 -10 11 -12 12 16 15 22 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0020324204134107705 -0.06440433345226286 0.10560589714457309 -0.12118807438692428 0.093474241887164383 -0.14263590595395279 0.086806740308624647 0.041870381599990125 -0.11828634010298218 0.030768336820915489 -0.025376595833877809 0.018837215430671784 0.072580866283830897 0.04295347703261998 0.10354419974284851 -0.12012715091930211 -0.10808637619590772 -0.13684455789991853 0.016091328899697718 0.070750626435553063 0.062312864361566293 -0.14017249725804651 -0.073577178923327921 -0.13696474776562981 0.006859886368832154 0.070189562429075092 0.07728526248952805 0.03463856293902056 -0.11126323454025017 -0.11249611351386955 -0.10782557926393979
leaf_weight=213.42347377142869 4.437271339818837 4.135228973813355 6.5809512864798299 4.9518604986369601 4.1600638232193878 1.3211959782056504 1.8614642042666663 3.5325910788960755 5.5073861656710505 5.1695445310324448 6.3466056454926711 11.625159245450048 5.7240818738937396 3.7850286280736318 2.0406073480844498 1.5725160606671114 4.0676616644486767 6.6836685258895159 8.9105794038623554 7.4737647566944352 2.9349540937691954 4.559709969907999 5.0398748777806741 4.2292996235191822 4.3387397127225995 3.4146733060479146 2.9005950205028057 1.989731255918741 2.6823074000421911 0.90655582968611259
leaf_count=1373 40 18 110 23 54 13 22 56 75 30 37 57 27 24 34 144 63 171 35 35 34 31 68 26 18 16 20 53 95 98
internal_value=-0.000165705 -0.00501156 -0.0552996 0.00248792 0.00282754 -0.00268504 0.000428892 -0.063017 -0.0116974 0.00368688 0.0530687 0.00719038 0.019042 -0.010676 -0.0352125 0.0267112 0.00361872 -0.0417705 0.0201033 -0.00170639 -0.0379023 -0.00871482 -0.0801435 -0.0344694 0.0182313 0.0442439 0.0172176 -0.0247246 -0.0580055 0.00760354
internal_weight=346.307 122.538 16.5256 223.769 106.012 95.5303 218.818 5.39406 9.94466 91.3702 10.4818 86.4602 51.9796 34.4806 20.8181 13.6625 40.3544 10.7513 29.6031 20.6925 13.2187 10.2838 11.3098 6.26991 9.50828 12.09 8.305 4.89033 4.91006 2.22775
internal_count=2900 1426 225 1474 1201 1146 1451 78 115 1092 55 886 453 433 176 257 396 234 162 127 92 58 128 60 48 113 89 73 206 111
is_linear=0
shrinkage=0.1


Tree=61
num_leaves=31
num_cat=0
split_feature=3 3 3 2 3 3 2 3 2 0 2 2 1 1 3 4 2 3 1 1 1 4 1 0 3 4 2 3 2 2
split_gain=0.425106 1.86475 1.56897 1.45374 1.34991 1.03104 1.00203 0.985829 3.226 1.53699 1.43871 2.57472 1.16259 1.61442 1.12559 3.2818 2.66336 2.79722 3.88828 2.33681 2.31222 2.09004 1.58684 1.74041 1.1588 1.71958 0.994603 0.872704 2.02584 0.821623
threshold=-0.25765499999999997 -0.26439499999999999 -0.25276999999999999 -0.23361999999999997 -0.5582649999999999 -0.25095999999999996 -0.23155499999999998 -0.15684499999999998 -0.23871499999999998 113.28087178455002 -0.16717499999999999 -0.081844999999999987 93.464246905050018 93.985807782350022 1.0000000180025095e-35 41.919251152600005 -0.26138499999999998 -0.093074999999999991 62.009286778800011 80.059594666650014 68.961639504150014 38.386256906100009 55.895732990150002 78.626646483100004 -0.115385 38.938637541200009 -0.090694999999999998 -0.27223499999999995 -0.065399999999999986 -0.117115
decision_type=2 2 2 2 2 2 2 2 2 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 -1 -4 -5 8 -7 14 -10 -12 -11 -14 15 16 -9 24 -19 -17 -20 -22 -16 26 -18 -26 -24 28 -8 -25
right_child=2 -3 5 6 -6 7 27 9 10 12 11 -13 13 -15 22 19 17 18 20 -21 21 -23 23 29 25 -27 -28 -29 -30 -31
leaf_value=0.00064850263826258506 0.061408128701250633 -0.11818124151154924 -0.064270062237109529 0.086164342011924688 -0.1347382984073516 -0.086177666681499343 0.012839351829590085 0.096243542355098646 0.065216542036726471 -0.12123441580187566 -0.084323174118647662 0.031875219518974478 0.12591328655067643 -0.10168885537773308 0.081530885812576975 -0.10583732432119296 -0.032657581717087394 0.046245222169501644 -0.19715329500139792 0.057961367433437529 0.0014449955689725602 -0.13209781964204137 -0.022848922823937121 0.010839245547787167 -0.002755533808404429 0.10165425084071947 -0.12740369327904555 0.048370126921458596 -0.12628255512506195 -0.0018036012721995853
leaf_weight=1.5023805592209103 4.1818643116857848 1.6174942306242872 2.4953232873231164 1.6232108958065499 1.4446138859493647 2.5762461847625699 4.1610172794898945 2.5179882505908671 8.2018289938569104 1.864485778845846 2.2973280441947308 11.220642347820096 0.57843672484159447 0.67569462745450437 2.4478563591837874 5.6753726163879028 2.3619509683921933 2.7927936133928544 1.6503731044940648 1.0288631878793237 2.5616887118667364 2.1602919055148959 2.143283443525434 70.450609833467752 3.154374297242617 3.1552049927413464 1.5809564001392562 2.5636407239362606 1.3984494064934549 190.11281870421953
leaf_count=26 24 24 24 9 55 53 35 16 33 64 32 83 6 161 17 133 27 17 16 8 28 21 21 563 30 12 32 24 55 1251
internal_value=-0.000188629 -0.0170596 0.000547715 -0.00417377 -0.065718 -0.000238527 0.0144354 0.000258904 0.0196255 -0.00132584 0.0321751 0.0121277 -0.071159 0.00328694 -0.000584567 -0.0200182 -3.13854e-05 -0.0136224 -0.0521422 -0.0807 -0.0952622 -0.0596504 0.00138687 0.000644572 0.0270901 0.0494562 -0.0672329 0.000102009 -0.0221559 0.00161475
internal_weight=342.197 14.3108 327.886 12.6933 2.94699 323.704 9.74632 321.209 24.296 296.913 21.7198 13.518 3.11862 1.25413 293.794 27.0589 20.3547 17.8367 9.16515 6.70424 6.37235 4.72198 266.736 264.288 8.67153 6.30958 3.72424 8.12311 5.55947 260.563
internal_count=2900 228 2672 204 81 2648 123 2624 201 2423 148 115 231 167 2192 308 167 151 82 141 65 49 1884 1867 69 42 53 114 90 1814
is_linear=0
shrinkage=0.1


Tree=62
num_leaves=31
num_cat=0
split_feature=4 4 0 1 4 2 1 2 1 3 2 2 2 2 1 1 2 1 2 1 0 1 2 0 3 4 1 1 1 1
split_gain=0.414514 1.96254 1.4787 1.54889 1.9535 2.43552 2.79626 1.34269 0.857801 2.40533 0.760196 1.28128 2.00148 2.40918 4.58996 1.5533 1.14163 3.54336 3.02308 1.20449 1.18905 2.10095 1.95673 2.22906 3.58278 3.5279 3.51021 2.14802 1.89201 1.62687
threshold=48.988717865950008 48.852845034800005 71.144667506050013 55.855406118200008 49.842240509300005 -0.23361999999999997 86.858705278550005 -0.15484000000000001 87.33187390945001 0.075065000000000021 -0.62958999999999998 -0.59511499999999995 -0.50001499999999999 -0.58180999999999994 75.551050381850018 78.285212300550015 -0.26138499999999998 62.305017173150013 -0.25089499999999998 70.402653062050021 84.95796538030001 61.767325547050007 -0.11808 95.590817286200021 -0.093074999999999991 41.289992964000007 77.285105876000003 79.535345331150026 68.214248143850014 61.614083433650009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -2 -4 7 -6 -7 -5 -8 -10 -1 15 13 14 -13 -12 17 -14 19 -18 21 -20 23 28 27 -26 -27 -25 -22 -24
right_child=2 -3 3 4 5 6 8 -9 9 -11 11 12 16 -15 -16 -17 18 -19 20 -21 22 -23 29 24 25 26 -28 -29 -30 -31
leaf_value=-0.040707604288115151 -0.15231397825355958 0.060698359958028518 0.070572044988217508 -0.1321380788516221 0.12178885695319981 -0.11338988128526942 0.081750841739389776 -0.0048526509258440854 0.069984950290409256 -0.11256580581314679 0.0053104274438657761 0.068798993678836851 0.10414264573220916 -0.10509769586788043 -0.12636612413399684 0.087551083467593355 -0.1460109892924697 -0.038145595214611493 -0.0067421917221297048 -0.020651981764522161 0.019601131536148949 -0.086720876286549953 -0.1113600283734284 -0.032227398976639253 -0.14728239796404924 0.060261197561358018 -0.095553907121810083 0.089175420719968854 0.072426506054821954 -0.00094743916023598117
leaf_weight=4.621662152640055 0.76164283975958724 5.3371108993887892 2.0703305900096884 2.2437363686040048 1.4378991529811145 2.2251130389049658 1.6210118532180784 1.3141274321824301 1.6714679049327972 1.2703565726988015 6.2341823978349549 3.3207197561860085 3.8899723826907566 4.0139930521836487 1.8914202575106172 3.6360406684689224 1.9578511789441102 3.1816182374022901 16.654817512491721 1.2595615987665949 21.997269129380587 4.0913364035077384 1.3427385762333859 2.2638806682080022 2.7188524231314641 3.2333026267588139 2.6152816861867905 4.0911578754894435 9.801079736556856 217.30961084412411
leaf_count=47 7 22 8 30 8 85 7 23 17 57 36 15 19 79 46 34 24 41 262 30 107 85 9 20 78 13 48 31 55 1557
internal_value=-0.000181825 0.000558016 -0.0166567 -0.00919874 -0.023214 0.00356349 -0.0214803 -0.0851241 0.0233403 -0.00884523 -0.000444637 0.000145154 -0.00100005 -0.046868 -0.00202398 0.0356066 0.00042766 0.040125 -0.000542569 -0.0969351 0.000541365 -0.0225147 0.00234383 0.0209201 -0.010965 -0.0531661 -0.00941385 0.0459276 0.0358833 -0.00162548
internal_weight=340.079 325.463 14.6157 13.854 11.7837 8.22585 6.78795 3.55786 4.56284 2.94182 320.126 315.505 305.634 9.22613 5.21214 9.87022 296.408 7.07159 289.337 3.21741 286.119 20.7462 265.373 46.7208 14.9225 8.56744 5.84858 6.35504 31.7983 218.652
internal_count=2900 2658 242 235 227 174 166 53 81 74 2636 2589 2519 140 61 70 2379 60 2319 54 2265 347 1918 352 190 139 61 51 162 1566
is_linear=0
shrinkage=0.1


Tree=63
num_leaves=31
num_cat=0
split_feature=4 4 1 0 0 1 2 2 4 0 1 0 2 2 2 0 1 4 0 4 1 3 3 4 3 2 2 4 3 3
split_gain=0.419647 2.92729 2.50089 5.61757 4.57679 3.19601 2.99571 3.26903 1.79614 1.74945 2.49669 1.22547 1.95154 1.50425 1.39964 1.1766 4.22492 3.21187 3.38845 3.16981 3.44379 2.46837 5.70788 3.68893 2.56717 3.03785 2.2961 2.24633 2.08549 2.04439
threshold=42.599563320500003 43.19689381845 62.197478847950002 90.437043050150024 94.30842275800002 62.106071271500007 -0.082885 -0.08725999999999999 43.245737185650007 97.550703263350016 76.42211081615001 107.54101367610001 -0.18126999999999999 -0.22089 0.68694500000000025 87.181320254150009 63.910026677050006 42.178283198950005 85.775256651950016 42.233786329550007 64.654729579150015 0.091975000000000015 0.088165000000000021 41.322103772800006 0.10236000000000002 -0.053019999999999991 -0.076709999999999987 41.468518788800004 -0.13743499999999997 0.085590000000000013
decision_type=2 2 2 2 2 2 2 2 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 5 -4 -5 6 7 -2 -3 -6 -11 14 13 -13 15 16 17 21 -19 20 27 22 29 -24 26 -26 -23 -17 -18 -1
right_child=1 8 3 4 9 -7 -8 -9 -10 10 -12 12 -14 -15 -16 19 28 18 -20 -21 -22 24 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.01215501365369606 -0.062729755920555588 0.084529916437807551 -0.17575370713551164 0.072873786960578293 -0.14779014948061298 0.069331387436943323 -0.11414640992923074 0.075660139942349311 0.001556543326716914 0.084951237752635855 -0.088556572138712319 -0.10361338223353789 -0.1084939255598259 0.12182746702292202 0.06951272961016583 0.073843945171357298 0.0065054858726158599 -0.0060658107623404907 -0.14037202278626118 0.052671228483865684 -0.0029703039160454206 0.0075249685817245157 -0.20087848769674405 -0.03159709588751361 0.024249947828398309 -0.06205700272737015 0.079369108795502352 -0.013241880215820742 -0.15305002287686784 0.051652791933380064
leaf_weight=22.043041764758531 3.6348017426207662 2.7045148732140651 3.4173985607922068 3.1199382543563825 2.1815598551183939 4.1039811978116623 3.2637846048455712 3.2181623429059973 73.81876164721325 1.1883739531040194 2.7449147277511656 0.45363956509390846 2.3966522945556781 0.85159588337410264 3.1287552639842025 10.292993959039448 1.1469705849885938 4.3760229644831261 3.2913778009824455 14.080708899069576 116.53620480722748 7.7063021436333683 2.4485143097117534 2.7144030630588531 12.538890771567823 6.0440894663333884 10.522610709071158 4.1586731970310202 2.8665315350517622 6.5025509707629672
leaf_count=196 35 11 30 16 24 17 50 12 803 8 50 73 217 4 17 50 13 42 32 66 832 36 25 16 52 37 40 20 45 31
internal_value=-0.000176171 -0.00548204 -0.0338756 -0.0662177 -0.0256831 -0.00510088 -0.0352952 0.00225835 0.00448902 -0.0759691 -0.0361342 0.00216729 -0.0549119 0.0434746 0.0030844 0.0021699 -0.00738861 -0.00225217 -0.0637193 0.00758611 0.00273963 0.00443091 -0.0151202 -0.111879 0.0223338 -0.00382127 0.0489969 0.0487838 -0.107453 0.0023801
internal_weight=337.497 103.396 26.8729 12.6522 9.23479 14.2207 10.1167 6.85296 76.5233 6.11485 3.93329 234.101 3.70189 1.30524 230.399 227.27 82.2013 78.1878 7.6674 145.069 130.988 70.5204 33.7085 5.16292 36.8119 18.583 18.2289 14.4517 4.0135 28.5456
internal_count=2900 1056 242 128 98 114 97 47 814 82 58 1844 294 77 1550 1533 565 507 74 968 902 433 268 41 165 89 76 70 58 227
is_linear=0
shrinkage=0.1


Tree=64
num_leaves=31
num_cat=0
split_feature=4 4 2 0 4 4 2 3 4 3 1 2 0 3 3 3 2 1 3 3 0 2 4 0 3 2 2 2 0 0
split_gain=0.390602 1.76097 1.7319 1.04643 0.946348 1.12053 2.45437 2.2345 2.63629 1.64269 1.16877 1.12308 1.06047 0.946517 2.12739 1.17558 2.05709 1.37136 1.12568 1.69155 1.11804 3.641 4.06016 1.3517 2.77369 1.86597 1.27304 4.04375 2.93959 3.81696
threshold=49.275256100300005 49.49736495185001 -0.15726999999999999 119.78425200215001 48.680511450650009 45.90502654165001 -0.23378499999999999 0.074640000000000026 47.833738492450003 -0.52484999999999993 61.944763783650011 -0.5775499999999999 87.29692395375001 -0.22125500000000001 -0.22831499999999999 -0.24637000000000001 0.033180000000000008 70.133807249000014 -0.12530999999999998 -0.11050499999999999 103.44649194340002 -0.088944999999999996 40.823855932350007 101.83879398140002 0.089850000000000027 0.057850000000000006 -0.092289999999999997 -0.088514999999999996 85.737618238150006 85.968825637350008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 9 11 -8 -9 10 12 -7 -1 14 15 16 -11 -18 -15 -20 23 -22 -23 26 -25 -26 28 -28 -21 -30
right_child=1 2 3 -5 -6 6 7 8 -10 13 -12 -13 -14 18 -16 -17 17 -19 19 20 21 22 -24 24 25 -27 27 -29 29 -31
leaf_value=-0.10499102923565642 -0.13207827806885136 0.022247303425113114 -0.10965097635915276 0.029762203761321313 0.030465390215703089 -0.0064628812783358788 0.041728981068147764 -0.14163828327357705 0.019004203154975176 0.031796323153661148 -0.13800896987346994 -0.13247897177556789 0.12167127230602137 -0.047305939465419507 0.082013099795202299 -0.041953407639740058 0.0055912984527790449 -0.13511622244369872 0.074678600740289966 -0.03145452087195566 -0.11736979628762395 -0.11885501367530796 0.049923773658659513 0.078888378053418737 -0.061233832340580399 0.054604614319686696 -0.072559058335334964 -0.0022406988562394411 0.096320172463114154 0.010421455219474341
leaf_weight=0.40328255994245354 1.2187204237561662 6.8821130066644391 1.9891183222644024 0.73820974049158383 10.18632936477661 0.96235115430317852 5.159683231264351 1.9432555922539902 2.1538922336185351 15.400181321892896 1.4495920047629622 2.6676965565420678 0.42283657193183899 5.0196646600961676 4.5023132725618771 4.0683801290579131 1.447778278961777 1.3280096603557465 3.0385799122741437 15.173844147007911 3.4110762126510963 1.9090359813417288 5.6249167117057368 6.400957837700842 3.5877984343096614 2.2706714496016502 8.6798446252942068 141.44199993740767 5.5869307816028586 69.824586109258235
leaf_count=40 22 73 97 27 56 10 30 43 19 141 26 63 1 76 27 40 23 29 37 165 192 123 82 32 36 11 63 898 18 400
internal_value=-0.000156131 -0.0188394 -0.00447784 -0.0719158 0.000468142 -0.000505359 -0.0293811 -0.00205233 -0.0571877 0.000730947 -0.0839081 -0.0990712 0.0110226 0.00137575 0.0193256 0.00663746 0.0175137 -0.0617269 -0.000389508 0.000492697 -0.000361452 -0.0316526 0.00715674 0.000992413 0.0333829 -0.0163363 -0.000657265 -0.00630641 0.00870474 0.0167853
internal_weight=334.894 10.8282 9.60944 2.72733 324.065 313.879 12.8869 9.25683 4.09715 300.992 2.27571 3.63005 0.826119 298.717 26.7467 22.2443 18.176 2.77579 271.97 266.95 263.912 10.945 7.53395 252.967 12.2594 5.85847 240.707 150.122 90.5854 75.4115
internal_count=2900 219 197 124 2681 2625 165 92 62 2460 67 73 41 2393 260 233 193 52 2133 2057 2020 397 205 1623 79 47 1544 961 583 418
is_linear=0
shrinkage=0.1


Tree=65
num_leaves=31
num_cat=0
split_feature=1 0 3 1 1 1 1 3 4 4 4 1 1 2 2 1 0 1 1 0 0 2 0 1 2 1 0 3 3 0
split_gain=0.404559 4.19342 4.26575 3.3789 2.34409 7.19346 1.80971 2.91054 1.76922 1.5443 1.54808 1.6394 1.54054 1.49945 3.52787 2.65628 4.18113 2.49184 2.4581 5.32483 2.6145 3.98724 3.32932 7.14946 2.16664 2.29713 1.58013 1.45988 1.9538 3.67873
threshold=71.090898343450007 96.055920542800024 0.082775000000000029 70.865067860500019 72.953999827850012 74.986474174450009 70.343506983200015 0.08494500000000002 43.968221017800005 36.735256530150004 33.384956903900012 78.349735295650007 71.787208999250012 -0.094344999999999998 -0.08459499999999999 82.987325570650015 98.615332683000005 89.912793714750009 81.524804347700012 106.56510337475001 101.99741301110002 0.13860000000000003 97.900202820250016 79.535345331150026 -0.18126999999999999 78.285212300550015 97.900202820250016 0.43162500000000009 0.12064000000000002 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=3 2 8 6 12 -6 27 -8 -2 10 11 -7 -3 15 -15 16 26 -17 20 -20 21 22 -16 -24 25 -18 -11 28 -1 -30
right_child=1 4 -4 -5 5 9 7 -9 -10 13 -12 -13 -14 14 18 17 24 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.003060572868351348 -0.05888049514977705 -0.00090819374783052272 -0.11909997732384114 0.084755296870017927 -0.13709813554457537 0.07876937268186246 0.042153204402005755 -0.11633646853821991 0.027845098443664715 -0.021885405188126806 -0.11151834667260485 -0.10797696504271066 0.078898237707169208 0.066959282795383643 0.027890166195497251 0.042146877190513021 -0.14135406017952654 -0.10721297082351836 -0.13403633493829759 0.016354786907651724 0.065002246737315361 0.057923828714320613 -0.15537067157321005 0.041101651727710908 -0.13032898117535271 0.0017265892462843043 0.06158837901628781 0.062958319218361661 -0.08968139111791118 0.030393196545928231
leaf_weight=193.57648742571473 4.30742792598903 3.9453772315755469 6.0265155243687323 4.8675031680613747 3.8064581758808336 1.2569630546495312 1.8177047036588181 3.1960025662556291 5.1822818163782358 5.0927431583404523 2.2774266325868666 0.75092523777857412 6.2511520739644766 11.112545449519521 5.0593112632632451 10.657683627679942 1.5391025776043532 1.2477742208284315 3.7410984542220813 6.3510716744931415 8.3677323814481479 7.1994829382747403 4.6144345914945006 3.0939734354615211 4.432314105331896 4.1412306423299015 4.0881414832547307 3.8462852761149398 6.3004415975883585 4.2880379930138588
leaf_count=1284 40 25 110 23 54 13 22 56 75 30 95 98 30 57 23 113 21 144 63 171 35 35 58 11 68 39 18 16 54 19
internal_value=-0.000155368 -0.0049668 -0.0533042 0.00237393 0.00260705 -0.00260557 0.000491566 -0.0588765 -0.0115201 0.00341556 -0.0550828 0.00892857 0.0480185 0.00652044 0.0173353 -0.010652 -0.033573 0.0264929 0.00298474 -0.0393942 0.018079 -0.00158529 -0.0351414 -0.0765113 -0.0779289 -0.0370415 0.0152845 0.00192252 0.000772658 -0.0410545
internal_weight=332.436 114.543 15.5162 217.892 99.0269 88.8304 213.025 5.01371 9.48971 85.024 4.28531 2.00789 10.1965 80.7386 49.5397 31.199 19.2935 11.9055 38.4271 10.0922 28.3349 19.9672 12.7677 7.70841 10.1126 5.68033 9.18088 208.011 204.165 10.5885
internal_count=2900 1426 225 1474 1201 1146 1451 78 115 1092 206 111 55 886 453 433 176 257 396 234 162 127 92 69 128 60 48 1373 1357 73
is_linear=0
shrinkage=0.1


Tree=66
num_leaves=31
num_cat=0
split_feature=4 4 4 4 3 4 2 4 4 3 3 4 3 3 2 1 1 0 3 0 4 0 0 0 0 2 2 2 2 4
split_gain=0.385127 1.45785 0.732917 2.13463 2.4926 1.31469 0.912142 0.867257 3.49403 2.42183 4.37198 2.58828 1.3055 2.45711 5.03122 2.42881 2.07854 3.37832 1.85945 3.2787 2.02446 2.61946 1.36723 1.29008 1.03585 1.63673 1.19738 1.19392 0.885281 5.75057
threshold=48.988717865950008 48.852845034800005 45.90502654165001 47.673928029900004 -0.25215499999999996 48.461603274950008 0.13860000000000003 43.19689381845 42.773538294100007 0.08594000000000003 0.10017000000000002 42.988308018450006 0.083415000000000031 0.08708500000000001 -0.096499999999999989 63.910026677050006 64.321360770950022 97.32487278035002 0.082325000000000023 86.780739992750014 43.509905336500005 70.028957381900014 96.249489528150022 107.54101367610001 107.54101367610001 -0.18126999999999999 -0.22089 0.68694500000000025 0.22542000000000004 40.08085804200001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -4 -5 -6 8 24 11 -11 -10 18 14 -14 -16 -15 -18 19 20 -9 -22 -21 -24 27 26 -26 28 -1 -30
right_child=-2 -3 3 5 6 -7 -8 12 9 10 -12 -13 13 16 15 -17 17 -19 -20 22 21 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.0030947459478761585 -0.016699719453334535 0.053474202233885874 0.049435044689712028 0.036668654693018735 -0.12903951642796191 -0.048957662283196264 -0.020863559704404094 0.064687048000049915 -0.071635731167100231 -0.15262012642948436 -0.010409167854053757 0.042541392388587791 0.027518647288680205 0.055661462754284165 -0.24023185512792483 -0.069944454633950701 -0.12764688325469808 0.037610185738919083 0.083663716860988016 0.072214271890389217 0.051537882726659039 -0.15562220231780893 -0.035899342310980527 0.061005672618973432 -0.10319161124016096 -0.10754303974248919 0.11698767283890364 0.066388896780819925 0.0098406962349007754 -0.15986994646335773
leaf_weight=218.57876005209982 13.526804542634634 5.116799544543027 1.3662067130208004 5.7420924571342749 3.4835365009494126 2.6073117628693581 1.0041637193644417 0.9599311996717067 3.4718435800168681 4.3788717311108467 4.2696338968817145 4.6373852358665317 3.9698449820280075 7.6460341364145261 1.3788275830447703 2.1337572056800127 2.015118018258363 3.2037139351014048 5.1541205239482215 6.4828545851632935 0.82792652235366437 2.3229401824064553 3.2649858435615897 2.3717565981205553 0.37182341422885656 2.0706156855449072 0.73567376809660368 2.8815289437770835 9.9060231028124672 2.5006206920370451
leaf_count=1478 242 22 15 44 82 22 13 19 32 62 35 36 19 37 13 38 34 23 22 46 37 39 26 21 74 221 4 17 91 36
internal_value=-0.000177442 0.000532389 -0.000342198 -0.0225313 -0.0688302 0.00992968 -0.104834 0.000724204 -0.00147242 -0.0456013 -0.0824128 -0.00634181 0.0140835 -0.00404869 -0.0496146 -0.136789 0.0224533 -0.0261996 0.0313363 0.0147192 -0.0624541 -0.101189 0.0408953 0.00487511 0.00164724 -0.0550593 0.0430662 0.00241785 0.00161982 -0.0243653
internal_weight=328.382 314.855 309.738 14.2033 5.85391 8.3494 4.4877 295.535 253.803 16.7577 8.64851 8.10923 41.7318 20.3473 7.48243 3.51258 12.8649 5.21883 21.3845 16.2304 4.1108 3.15087 12.1196 5.63674 237.045 3.17811 1.1075 233.867 230.985 12.4066
internal_count=2900 2658 2636 176 110 66 95 2460 2086 165 97 68 374 164 70 51 94 57 210 188 95 76 93 47 1921 299 78 1622 1605 127
is_linear=0
shrinkage=0.1


Tree=67
num_leaves=31
num_cat=0
split_feature=3 3 2 3 3 0 1 1 1 1 3 2 3 1 2 3 0 1 1 3 4 3 1 0 1 2 1 0 0 0
split_gain=0.402592 1.63385 1.64091 1.25719 0.958702 0.801571 1.693 1.55752 1.32489 1.99324 0.666595 3.31111 1.35953 2.54411 1.81169 1.69238 1.34753 0.976388 1.18446 0.937412 2.8974 2.04178 3.1292 3.22465 1.72989 2.71757 1.06054 1.21624 0.908518 0.817878
threshold=-0.25765499999999997 -0.26439499999999999 -0.23557500000000001 -0.25276999999999999 -0.25095999999999996 76.591483678350016 55.788194664950005 61.917879202350001 68.214248143850014 70.085415002650009 -0.15684499999999998 -0.23955999999999997 -0.23472499999999999 62.057679025150001 -0.16717499999999999 -0.24637000000000001 113.28087178455002 93.464246905050018 93.985807782350022 1.0000000180025095e-35 41.468518788800004 -0.093074999999999991 62.009286778800011 97.013011637200023 62.084563606450011 -0.081474999999999992 55.94143677835001 78.236820054150016 76.591483678350016 92.313586825200005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 6 -4 -7 -9 -10 11 -6 13 -13 -15 -16 19 -18 -19 20 21 -12 -23 -24 -22 29 -21 28 -28 -26
right_child=3 -3 5 4 10 7 -8 8 9 -11 16 12 -14 14 15 -17 17 18 -20 26 24 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.12241221312205826 0.056577394706384988 -0.11501450811021714 0.055164564285646644 -0.064357232576430112 -0.11601347686246138 0.098059205724733089 -0.13505990527436393 -0.058346595644367727 0.1072517942961263 -0.031718371314297798 0.038414478455887774 0.056568764213866279 0.05245029808102393 0.041712539584516227 -0.15376094519963956 -0.016852528650472928 -0.12270057637623209 0.11723132376650339 -0.10162834191931201 0.06755309655482275 -0.12935292686105374 0.067439292269583825 -0.12129238438571271 0.019201778378377589 0.084003268965596845 -0.13536826475243385 -0.12930440333315812 0.0015606644426292683 -0.011149471011183248 -0.021454778362736043
leaf_weight=1.0746489214943711 3.9537235863972446 1.5141182858496893 0.83329603727906842 2.3096718079177654 1.7267015955876583 1.9790206253528575 1.0669023119844494 2.6275269351899624 1.915811179205775 2.2374571000691503 8.6175180100835878 4.4368610940873658 10.859371577156704 1.6129564214497802 1.8177232239395378 1.7940216357819738 1.5588443324668326 0.47914928244426835 0.51099221821641549 2.4065667781978837 3.001392411068081 2.4558920664712804 4.028327061329037 2.7481960286386311 1.3131450321525338 1.6376266125589607 1.2350952029228204 251.13722965866327 1.3755567616317419 1.6715218257158992
leaf_count=58 24 24 27 24 46 6 35 22 6 50 69 17 81 14 19 24 64 6 161 19 85 14 38 32 16 27 25 1819 21 27
internal_value=-0.000177728 -0.0172517 -0.00463736 0.000545704 -0.000171851 0.00723567 -0.0516406 0.0200072 -0.00277277 0.0323855 0.000311946 0.0169814 0.0281721 0.000883875 -0.0464042 -0.085756 -0.000993072 -0.0733747 0.00428223 -0.000337954 -0.018633 0.00340763 -0.0292677 -0.0643155 -0.0702384 -0.0318535 0.00148142 0.000854789 -0.0670484 0.0249429
internal_weight=325.937 13.2488 11.7347 312.688 308.734 10.66 1.9002 8.75982 6.7808 4.15327 306.425 22.2476 20.5209 9.66156 5.2247 3.61174 284.177 2.54899 0.990142 281.628 25.4736 17.8499 9.23242 6.77652 7.62369 4.62229 256.154 253.748 2.61065 2.98467
internal_count=2900 228 204 2672 2648 146 62 84 78 56 2624 201 155 74 57 43 2423 231 167 2192 308 153 84 70 155 70 1884 1865 46 43
is_linear=0
shrinkage=0.1


Tree=68
num_leaves=31
num_cat=0
split_feature=2 2 3 3 4 4 3 1 2 3 4 2 3 2 1 0 1 0 2 2 3 2 3 4 0 4 4 4 1 3
split_gain=0.3395 4.28112 2.06076 2.57614 2.02217 1.83346 1.82134 1.78537 2.40049 2.20797 1.77914 2.79442 3.96681 1.20403 4.15504 5.58514 2.29388 1.62687 1.54679 2.02563 8.19033 3.39105 3.28926 1.85379 1.82816 1.58135 3.69316 2.82961 2.16757 3.7498
threshold=0.072320000000000023 0.06041500000000001 0.094415000000000013 0.090225000000000014 40.982542372850013 35.337501601400007 0.088005000000000014 64.321360770950022 0.23643500000000003 0.075065000000000021 36.82350895510001 0.20327000000000003 0.10236000000000002 -0.0023999999999999998 71.429644067900014 86.345209775600011 62.020040611300011 85.678472159250006 -0.031989999999999998 -0.053019999999999991 0.086355000000000029 -0.062629999999999991 0.076080000000000023 39.852039223600009 86.345209775600011 40.259171735100004 40.496232821400007 40.036761086100007 61.409760615700009 0.10575500000000003
decision_type=2 2 2 2 2 2 2 2 2 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 -5 -2 7 -7 -9 -10 -4 12 -12 18 15 16 17 -15 19 21 22 25 -21 -23 -22 27 -27 28 -1 -30
right_child=2 -3 10 4 -6 6 -8 8 9 -11 11 -13 -14 14 -16 -17 -18 -19 -20 20 24 23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.043880853465145614 0.065790549227036824 0.097665273376221856 -0.067995235382979052 -0.15056766420691808 -0.011741251490418231 0.026547707762416124 0.066208128225962143 -0.1054105148685429 0.015402455781801161 -0.10135450147653878 0.082228860444961152 0.080727071721432064 -0.072115751601913552 -0.11376239321773494 -0.12498056617035465 0.045014887271270891 0.032361900011447217 -0.31070340922120204 0.025905592931581289 -0.030057437857267368 -0.19367979597217247 0.084473239905557149 0.097032511493939322 0.012014881141536532 -0.082383551035096134 0.087210987025409845 0.00045592549145241455 -0.10411892786475266 -0.0071190432068326068 -0.087913827229728639
leaf_weight=6.5412715249694875 2.6807111756643343 4.5145550328306845 1.9851251741638396 2.6523098464822388 1.7359754767967386 3.8395901350304547 2.0598630197346202 5.0043070140527552 5.7993596561718714 2.2473120209760964 2.7684563719667477 6.4697684773709625 4.1783795799710788 1.1283275105524793 3.4142977120354763 7.5990089420229197 0.64916127454489458 0.66764551773667324 22.757876986754127 4.365254723466931 2.2629738990217438 7.0951754560228419 3.8172724740579724 7.0287030376493931 4.2433630677405745 5.0787788898451245 145.0065572304884 3.4080269439145914 46.308827681525145 6.5578246405930249
leaf_count=75 42 22 23 32 21 26 15 105 55 37 14 44 37 69 97 42 9 6 169 24 24 28 17 38 34 26 1188 33 459 89
internal_value=-0.000173556 0.00106633 -0.00862815 -0.025789 -0.0956489 -0.0116166 -0.0225665 -0.0333929 -0.0510274 -0.017206 0.0203631 0.0334366 -0.0106063 -0.000502773 -0.0296799 0.00271558 -0.128743 -0.186974 0.000981992 -0.00136462 -0.0373538 0.000963935 0.0292319 0.0484146 -0.121094 -0.00218394 0.00339165 -0.0155056 -0.0104222 -0.0171412
internal_weight=323.866 282.445 41.4212 26.0194 4.38829 21.6311 18.9504 16.8906 13.051 8.04667 15.4017 13.4166 6.94684 277.93 13.4584 10.0441 2.44513 1.79597 264.472 241.714 14.6889 227.025 8.18253 14.1239 6.50634 212.901 150.085 62.816 59.4079 52.8667
internal_count=2900 2449 451 333 53 280 238 223 197 92 118 95 51 2427 223 126 84 75 2204 2035 99 1936 41 66 58 1870 1214 656 623 548
is_linear=0
shrinkage=0.1


Tree=69
num_leaves=31
num_cat=0
split_feature=2 2 2 4 2 0 3 4 3 3 4 2 4 3 4 0 1 3 4 3 3 1 3 4 0 2 3 2 0 4
split_gain=0.565145 1.22885 0.998973 1.25894 1.05278 2.49329 1.64452 0.917169 0.669959 0.617386 1.37186 2.38597 2.45494 1.20442 2.58938 2.74879 2.81045 1.78322 3.48917 1.73643 1.13335 1.13955 1.11955 6.25179 7.09839 2.94042 1.59567 2.38675 2.33999 2.77411
threshold=-0.68276999999999999 -0.62958999999999998 -0.59511499999999995 39.995120105550008 -0.5422499999999999 87.393708446500014 0.080960000000000018 36.625813070500008 0.094275000000000025 0.13062500000000002 41.289992964000007 -0.0086649999999999991 36.735256530150004 0.10500500000000003 38.175120519550006 86.103248543850015 63.431481129800005 0.10790500000000001 41.134354310300004 0.10176000000000003 0.10236000000000002 66.499011856650014 0.096995000000000012 42.102795028150005 89.738043936200015 -0.030145000000000002 0.093295000000000031 -0.22386500000000001 97.483491810050012 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 -3 5 -4 -7 -8 -5 13 11 12 -11 19 -15 -16 -17 -18 -19 22 -21 -22 26 24 -24 -26 -6 -28 29 -29
right_child=1 2 4 8 9 6 7 -9 -10 10 -12 -13 -14 14 15 16 17 18 -20 20 21 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=0.060922575430171683 -0.060427708203892344 -0.024520810244566565 0.070042020363403443 0.022370739619739049 -0.0016652770070363712 0.036999106414300618 -0.014482031382136027 -0.12547546872337742 0.0858630089021577 0.039629966990751463 0.058600117834805454 0.065377200479082839 -0.11344882526354715 0.033228654169850463 -0.10117849724624231 0.027598461507120187 0.0060968436333843634 -0.17697153610929331 -0.0098115801952449178 0.077515489931650638 -0.007703162173388416 0.059062577017594986 0.053054372555856516 -0.15700874395374556 -0.17171729093958335 -0.011080834654493575 0.1031163122417189 0.076641807155110861 -0.066837608110036376 -0.0099499290292231358
leaf_weight=1.5082054997328658 3.3782747628865755 2.7603655341372342 1.6048863064497698 3.15767463715747 206.79354306793539 1.0979392515728248 0.96285262267338101 3.2826298020081595 3.5084018679335713 1.7268508629058485 5.6194271980784833 2.7630567026790214 2.6635346399853006 6.6291937307687503 5.2340197321027544 7.2730623446404916 2.7209225413389504 2.5314941831748001 2.4642037919256836 4.2926656613126388 6.9325049184262735 4.0497570661827922 9.2532497718930262 2.9830039221560574 2.5156800154363737 2.0830874778330317 3.4537563333287862 6.6880888100713518 3.0903525314060962 8.2801993614993972
leaf_count=12 37 31 9 26 1999 21 14 65 15 17 37 21 27 57 51 36 17 26 26 21 35 23 42 30 34 22 14 28 50 57
internal_value=-0.000147425 -0.000435441 0.000205077 0.0322704 -0.000779522 -0.0392615 -0.0720907 -0.100303 0.0557872 0.000111638 0.021624 -0.00742285 -0.053239 -0.000844868 -0.0210092 -0.038788 -0.0170027 -0.0590402 -0.0945174 0.00123438 0.0339468 0.016917 -0.000803955 -0.0256905 0.00258859 -0.0989544 0.00103115 0.0269513 0.0123845 0.0287407
internal_weight=321.303 319.795 316.416 9.42644 306.99 6.94831 5.34342 4.24548 6.66608 300.042 12.7729 7.15344 4.39039 287.269 26.8529 20.2237 14.9897 7.71662 4.9957 260.416 15.2749 10.9823 245.141 16.835 13.852 4.59877 228.306 21.5124 18.0586 14.9683
internal_count=2900 2888 2851 72 2779 109 100 79 41 2670 102 65 44 2568 213 156 105 69 52 2355 79 58 2276 128 98 56 2148 149 135 85
is_linear=0
shrinkage=0.1


Tree=70
num_leaves=31
num_cat=0
split_feature=3 4 3 4 3 2 1 4 4 1 0 0 2 2 4 3 3 4 4 0 0 4 1 0 2 1 3 4 2 1
split_gain=0.3669 1.06241 1.04459 3.13048 1.06397 0.726282 1.65235 0.663166 0.761667 0.655118 0.465953 1.40504 1.13403 1.93599 1.0022 1.56515 0.9348 0.789011 3.28773 1.58012 1.09591 2.04415 1.10708 2.31296 1.74545 0.950688 0.932279 3.91494 3.39955 3.99319
threshold=-0.54481999999999997 46.051945193250006 -0.25765499999999997 39.530201452500002 -0.25276999999999999 -0.13820499999999999 67.649671936450019 46.177190236600005 41.755948821900006 61.944763783650011 113.28087178455002 110.50907145210002 -0.088099999999999998 -0.012769999999999998 50.448116877400004 0.079095000000000013 0.072890000000000024 47.833738492450003 45.90502654165001 105.70748523110002 75.309089150100007 44.921040431000009 83.715897724050009 107.15656416340002 -0.046474999999999995 82.987325570650015 0.088165000000000021 39.788107623550012 -0.057185 64.321360770950022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 5 -4 6 -2 8 -5 -1 11 14 -12 -14 17 -16 -13 18 20 -20 21 -6 25 -24 -25 26 27 28 29 -22
right_child=2 -3 4 7 10 -7 -8 -9 -10 -11 12 16 13 -15 15 -17 -18 -19 19 -21 22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.027779942856691199 -0.13346675178256404 0.075621072741855019 0.052501438345388965 -0.12205852587643339 -0.10698378850960932 0.048000058525981069 0.063250704260852178 -0.16406339760283031 -0.027031678085359313 -0.11742450399264644 -0.090752865063427085 0.10002426087726808 0.081745103464952007 -0.10919871365255535 -0.11251702525892747 0.041275679132382476 0.0013249547624806575 0.022358974704752371 -0.12537618028961237 0.0029450354595734239 0.00050539413471369532 0.10950389904950707 -0.11315755830172664 -0.10784089970965666 0.074282329326872093 0.05125531471914601 -0.0044677692486133807 0.018284522008038546 0.0089533944771022795 -0.10244769652217765
leaf_weight=0.65956360427662664 0.82961257756687679 2.1276264348998666 3.8886812098789951 1.6339192412560808 2.1519628181122239 3.3216588497161847 0.87981096166186035 1.047904818318784 1.7435416381340472 0.58745804661884904 1.8868659652071071 2.3350140133406962 1.4898901081760416 0.82504392540431482 1.8960097322706126 1.0165150435641406 1.6290971101261673 15.114322033710776 3.1159345535561433 1.386651463806629 6.7868122966028777 0.54703423473983992 2.5265385110396883 0.73992209858261082 1.8221222476568071 3.8344072792679063 139.56760946800932 88.938381972722709 16.386747205629945 8.4680735757574421
leaf_count=29 27 14 24 30 109 35 16 20 40 17 146 13 37 91 89 17 50 104 67 10 44 4 94 50 32 20 925 544 98 104
internal_value=-0.00013298 0.0326654 -0.000483453 -0.033218 0.00052699 0.0207436 -0.0322197 -0.0945656 -0.073003 -0.0406243 -0.000141226 0.00032463 -0.0332098 0.0136926 -0.00047194 -0.0588411 0.0594626 0.000111483 -0.00110564 -0.0858574 0.000298503 -0.0631059 0.000934501 -0.0452659 0.0216849 0.00182507 0.0010965 0.00753697 -0.0226723 -0.0566444
internal_weight=319.185 3.37465 315.81 9.45645 306.354 5.03108 1.70942 4.42537 3.37746 1.24702 302.465 298.263 4.2018 2.31493 294.299 2.91252 3.96411 291.387 276.272 4.50259 271.77 2.699 269.071 5.08858 2.56204 263.982 260.148 120.58 31.6416 15.2549
internal_count=2900 60 2840 168 2672 78 43 90 70 46 2648 2374 274 128 2311 106 63 2205 2101 77 2024 113 1911 176 82 1735 1715 790 246 148
is_linear=0
shrinkage=0.1


Tree=71
num_leaves=31
num_cat=0
split_feature=1 0 4 4 2 4 2 0 1 0 2 0 3 3 2 2 2 2 0 1 3 1 3 0 1 0 3 2 4 3
split_gain=0.350219 2.43444 3.22528 7.7821 3.04432 1.9218 1.85892 3.76909 1.82048 2.14416 1.94275 2.56145 2.11309 1.85202 2.91792 2.48802 1.77173 1.87636 1.75654 3.88377 2.34468 3.29004 3.22948 2.16813 1.75498 1.63189 2.25184 1.46769 1.28189 1.08564
threshold=80.288113607700012 98.851916998450022 39.995120105550008 41.24714903835001 -0.22573999999999997 33.151194885250007 -0.61225999999999992 99.642323688800005 81.188747081400024 100.67200315280002 -0.15895000000000001 101.15323715815002 -0.22125500000000001 0.075065000000000021 -0.088944999999999996 -0.085734999999999992 -0.046474999999999995 -0.037524999999999996 97.013011637200023 75.18810853425002 0.088990000000000027 72.953999827850012 0.10818500000000002 97.671683879200017 75.465019721650009 102.21786657775002 0.080125000000000016 0.06041500000000001 45.027406014450008 -0.24523500000000001
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -2 -8 9 -9 25 -12 -13 28 -15 -16 -17 -18 19 -1 24 -22 23 -23 -20 -10 -27 -19 -14 -21
right_child=6 2 3 4 -6 -7 7 8 10 -11 11 12 13 14 15 16 17 27 20 29 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00039859764674742807 -0.14419475713996044 0.038148974841814662 0.070329472833191534 0.0047364607917858639 -0.10457423420132972 -0.11978329955491365 -0.18945273372101726 0.11295408549294508 0.11979825372184889 0.0068338353500065167 -0.13609600936060004 -0.11795698655271958 -0.010008689607564803 -0.11232492675877132 0.10554518952507635 -0.12632159951971295 0.11590937456757958 -0.11485879890573947 0.0066418369896416949 0.0097406424158528321 0.092645843341355158 -0.015624062902727769 0.054434750568691084 -0.12985529565723647 0.089766957568542444 0.050782716582465026 -0.11905853425653644 0.0091953339690196145 0.091207314710700829 -0.13732083835996056
leaf_weight=228.60419011767954 0.77586918289307405 0.90949451760389166 7.1494305878877666 4.0569814275950229 6.8490067208185739 5.041268675820902 0.9036446544341733 3.8659813702106467 2.2916411696933201 3.751616399269551 1.4971044613048494 1.4133060676977063 1.895394150516952 2.3708113562315765 2.178740457631652 1.2154944619396744 1.2385922558605713 1.2624807109532188 3.902715941891076 0.61948584672063622 2.8388774394989005 3.5660075973719341 3.1165305487811565 3.111212057992816 7.2730784900486469 4.0305933690979145 0.96814861838356581 3.8992554406286217 3.6820485857315361 2.6464861044660202
leaf_count=1635 26 20 26 35 90 93 15 10 10 40 18 66 50 122 16 57 4 67 31 9 9 19 23 31 28 89 75 90 21 75
internal_value=-0.0001381 -0.00135111 -0.0317985 -0.0107557 -0.0639111 -0.0956455 0.00897186 0.0122308 0.0173558 0.0606906 0.00554246 -0.0101232 -0.000278053 0.00909568 -0.0127802 0.0113149 -0.0156425 0.00537666 0.00150766 -0.00114833 0.0273743 -0.00214248 -0.0296184 -0.0688494 0.0607387 0.0499223 0.0178881 -0.0211464 0.0568109 -0.109426
internal_weight=316.925 279.685 24.0062 18.0554 10.906 5.95076 37.2407 36.4649 35.5612 7.6176 27.9436 20.6532 19.1561 17.7428 12.1654 9.79456 7.61582 6.40033 255.679 231.87 23.8084 12.6326 9.79375 6.67722 11.1758 7.29038 4.99874 5.16174 5.57744 3.26597
internal_count=2900 2124 264 151 125 113 776 750 735 50 685 511 493 427 356 234 218 161 1860 1719 141 82 73 50 59 174 164 157 71 84
is_linear=0
shrinkage=0.1


Tree=72
num_leaves=31
num_cat=0
split_feature=2 2 2 3 1 1 3 3 2 2 3 1 0 2 4 4 3 2 2 3 3 2 0 2 4 0 2 1 2 2
split_gain=0.326391 2.67294 2.20025 1.90362 1.93425 2.13769 7.6429 3.64001 2.13692 1.99237 2.57554 1.27959 1.20739 1.00877 3.9699 2.36744 1.61345 1.38406 1.84655 6.66377 2.83349 2.77384 1.5799 4.88535 1.50475 1.50107 1.2814 3.04539 5.69305 2.76848
threshold=0.090855000000000033 0.06041500000000001 0.11529000000000002 0.11467000000000002 62.057679025150001 76.763544998700013 0.08079500000000002 0.087605000000000016 0.24816000000000005 0.23643500000000003 0.08079500000000002 79.535345331150026 85.447264760050004 -0.0039949999999999994 41.028010303750008 43.812290675100009 -0.1444 -0.031989999999999998 -0.053019999999999991 0.086355000000000029 0.076080000000000023 -0.062629999999999991 86.530713386650021 -0.01762 39.852039223600009 86.345209775600011 -0.08459499999999999 62.041548276350007 -0.081474999999999992 -0.077279999999999988
decision_type=2 2 2 2 2 2 2 2 2 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 -2 4 12 6 -6 9 -8 -7 -11 -9 -4 17 -15 16 -16 18 21 20 -20 26 23 -19 -23 -21 -1 -28 -29 -30
right_child=2 -3 3 -5 5 7 8 11 -10 10 -12 -13 -14 14 15 -17 -18 22 19 25 -22 24 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.0024998116398786425 -0.10558878673192183 0.069661824818866458 -0.0072648356739881195 0.052780502736893553 0.02591713597025351 -0.13279561707769533 -0.17635211209518892 0.10803128546292567 -0.058107360958210744 0.033121219530162033 -0.14133675855146369 0.011370440957628927 0.081231731082186148 0.021771926551598465 -0.00054873829583673456 0.0055571421197202356 -0.15583885880874804 -0.10420361189069161 -0.028793980722783163 -0.17940068612500581 0.092149554272978884 0.079216069868876651 0.044799720294167233 0.066821166887430644 0.012484329530404131 -0.077060842623005499 0.019305008934654908 -0.10759134628275602 0.032974261917506929 -0.03817315839286279
leaf_weight=160.99764984697686 2.2127310220384961 5.5653694544453165 3.0354207712225643 5.2525539509952059 6.1483504632487911 1.8718753061257283 3.9070461085066199 3.0553382262587547 2.5103555992245674 3.410017745103687 1.1255411183228714 2.4821155786630698 3.1328626200556755 7.699807148484977 0.8257828140631317 1.9789005347993223 3.5254913908429444 3.1730578383430839 4.2827815683558565 2.1655882624909282 3.5368447306100279 6.5942191052017716 14.102025426574981 3.5265356972813633 6.9305157158523798 4.2379495473578572 15.792395389638839 7.9468396932934402 9.2210446082754078 13.441827357688455
leaf_count=1548 44 33 28 36 43 67 43 14 29 61 21 39 15 75 42 34 82 40 24 24 17 28 88 31 38 34 71 82 56 113
internal_value=-0.000137145 0.00106301 -0.00880678 -0.00284676 -0.0123707 -0.024967 -0.0537603 0.00532292 -0.130097 -0.0459955 -0.0101722 0.0647039 0.0376824 -0.000351089 -0.0264594 -0.0851263 -0.126368 0.00108005 -0.0011071 -0.0360319 0.0259092 0.00114137 0.0258042 -0.0141795 0.0450205 -0.111671 -0.00172004 -0.0163613 -0.0347625 -0.00922477
internal_weight=313.689 275.545 38.1442 35.9315 30.6789 24.5106 12.5658 11.9449 6.4174 6.40743 4.53556 5.53745 6.16828 269.979 14.03 6.33017 4.35127 255.949 235.148 14.2232 7.81963 220.924 20.8016 6.69959 13.5247 6.40354 207.4 46.4021 30.6097 22.6629
internal_count=2900 2460 440 396 360 317 115 202 72 149 82 53 43 2427 233 158 124 2194 2035 99 41 1936 159 71 66 58 1870 322 251 169
is_linear=0
shrinkage=0.1


Tree=73
num_leaves=31
num_cat=0
split_feature=2 2 2 1 2 1 2 4 2 2 1 0 0 1 1 1 3 3 2 4 0 0 3 4 0 0 4 1 2 3
split_gain=0.469035 0.882847 0.771217 1.09201 0.871645 2.1579 2.6281 1.3324 0.750035 3.63655 2.86645 0.761633 0.605086 1.93133 1.51855 1.45689 0.745924 3.33124 2.40103 2.25805 3.04931 2.66213 1.79265 1.50075 3.61339 1.34529 1.28636 1.24508 0.900944 2.37823
threshold=-0.68276999999999999 -0.62958999999999998 -0.59511499999999995 78.285212300550015 -0.5169149999999999 75.551050381850018 -0.58180999999999994 42.988308018450006 -0.26138499999999998 -0.25167499999999993 62.197478847950002 91.410264893400026 76.591483678350016 56.229101798300007 57.960468834350003 59.74022811670001 0.10500500000000003 0.10661000000000002 -0.036264999999999999 41.061442884200012 89.99344745865001 86.20003303655001 0.10176000000000003 41.061442884200012 87.735142629050017 85.807518149550006 41.21013581150001 68.321786469100019 0.24816000000000005 -0.11050499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -4 -8 10 -10 -6 -12 13 -11 -14 -16 22 -18 19 20 -19 -21 28 27 -25 -24 -27 -20 -17 -30
right_child=1 2 4 -5 8 -7 7 -9 9 12 11 -13 14 -15 15 16 17 18 23 21 -22 -23 25 24 -26 26 -28 -29 29 -31
leaf_value=0.05661064998317248 -0.051941709094375454 0.0030733459952199992 0.063055522156599042 0.075923697786969377 0.094844636565943372 -0.11911067934613946 -0.13482425659018529 0.0017751205805504979 -0.12588436309381681 -0.0046890713973184337 -0.071856682628016241 0.016610433762013675 0.064711836951380081 -0.12265638461447298 -0.070855646749964613 0.0025258106534611817 -0.11251262694168239 -0.02458494835569916 0.091535423110920305 -0.061931092675861776 -0.1499245636857427 0.05520418311666471 0.085507723002450339 -0.12707118692788696 0.043292053356871529 0.04506653707648476 -0.029895917350066494 0.016687499083860045 0.027021654436627941 -0.066787810116482507
leaf_weight=1.4502576822414983 3.2869780394248655 5.769496185705064 3.0261261044070125 3.1982004432647955 3.6588443429209283 2.1436398996738717 1.5178676014766082 1.3484155824407933 2.2994554878678164 8.8731577356811595 1.9822987448424103 1.9116042908281086 3.7252820748835793 1.6451246989890922 2.8371849725954226 202.08116549294209 3.034806659910827 6.6272506006062049 4.2874704301357252 3.1373959751799685 2.7449412422138266 5.0847576558589935 4.1701809130609027 1.8641270119696844 3.7483908939175308 6.2899431390687806 3.5989441480487585 4.6144205903401598 4.7104468520265073 6.3396103008999471
leaf_count=12 37 36 15 36 20 73 27 18 49 172 14 38 20 68 33 1703 30 35 18 27 63 26 14 27 35 34 20 36 54 110
internal_value=-0.000126199 -0.000392007 0.000161238 0.0290544 -0.00071028 -0.0331964 -0.00194111 -0.0705624 0.000192209 -0.000641548 0.031291 -0.0284262 0.000389144 -0.0231399 0.00130952 0.000418803 0.00118965 -0.0123682 -0.00290294 -0.02774 -0.0612946 0.0105079 0.00328689 0.0272045 -0.0132919 0.0378727 0.0177848 0.0527369 0.00100546 -0.0267985
internal_weight=311.008 309.558 306.271 8.9677 297.303 8.03605 5.89241 2.86628 289.267 281.714 7.55275 3.8939 279.415 10.5183 268.896 265.171 262.334 35.1436 32.1088 17.5943 9.37219 8.22215 227.19 14.5144 5.61252 14.0591 9.88889 8.90189 213.131 11.0501
internal_count=2900 2888 2851 72 2779 133 60 45 2646 2574 72 52 2525 240 2285 2265 2232 297 267 151 98 53 1935 116 62 68 54 54 1867 164
is_linear=0
shrinkage=0.1


Tree=74
num_leaves=31
num_cat=0
split_feature=2 2 2 3 0 2 4 2 0 3 0 2 2 0 2 3 4 3 4 3 4 3 3 4 1 3 2 3 1 3
split_gain=0.387602 0.714894 0.63648 0.494044 1.61648 2.73401 1.7239 2.56327 2.27846 1.20749 3.29333 3.73545 2.99931 1.60633 1.3938 1.81712 1.49145 3.92192 2.23778 1.86858 1.58383 1.32286 1.05973 3.65847 2.9103 3.92481 3.64187 3.56478 3.67409 5.87401
threshold=-0.68276999999999999 -0.62958999999999998 -0.60414999999999985 0.11308000000000003 86.692020874450009 -0.083794999999999994 41.134354310300004 -0.044409999999999998 89.99344745865001 0.10500500000000003 83.680947768350009 -0.072569999999999982 -0.057185 93.910530954700008 -0.24103499999999997 -0.112455 39.091773401050006 -0.10778500000000001 42.564639561200003 0.09495000000000002 35.616518500750011 0.10176000000000003 0.088165000000000021 39.211875820650008 76.919475570250015 0.09117500000000002 -0.14739999999999998 0.090390000000000012 62.399113207700005 0.090865000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 9 5 -5 7 8 -6 14 -11 -12 -13 -14 15 -4 17 -17 -18 -20 -19 22 -16 -24 26 -26 -25 -28 -29 -30
right_child=1 2 3 4 6 -7 -8 -9 -10 10 11 12 13 -15 21 16 18 20 19 -21 -22 -23 23 24 25 -27 27 28 29 -31
leaf_value=0.051922414272257855 -0.046747215515754587 0.037614431234265729 -0.11243509940789249 0.029354783118502283 0.028037056013834757 -0.081303413678350533 0.073370370289549583 0.055351247808376206 -0.11854376099727071 0.10623609138205432 -0.13588964419860317 0.07665461431563006 -0.083490059832284566 0.015182687075083452 0.0050694289011877147 0.1235542067912529 0.024385338633576215 -0.0357284522924615 -0.1253452892355594 0.016547301207569053 -0.16010847031504027 0.031403654893818932 0.027094354505133891 0.071846348895254694 0.078331679076697622 -0.041908663427807691 -0.09641946848004225 0.00048685439783240569 0.079460936263369072 -0.106851450486532
leaf_weight=1.4244992239400733 3.2869995340006417 4.465732006909092 2.1095692248200093 4.9719908656552434 1.9615640640258778 4.0525485733523983 6.259821518091484 4.7898957340512416 2.308376980246976 1.5972589086741198 3.4129457287490359 2.6417098473757488 4.5877884924411774 2.576323926798068 150.72126947747893 0.93303081765770901 10.889591673127141 1.8800597557274183 2.1749331253231499 1.618928918498568 2.2478434941731393 14.533694839105008 19.841610337462043 2.9689715467393389 5.8856676430441421 5.0387095995247364 9.4936116388998908 19.054513482376937 2.0831217523664227 9.0172702446579915
leaf_count=12 37 36 97 27 8 40 43 33 47 7 52 16 33 25 1461 3 94 29 64 12 56 74 179 12 45 60 88 103 12 95
internal_value=-0.000120085 -0.000361247 0.000140106 -0.000418375 0.0132364 -0.0203373 0.0330141 0.00513028 -0.0512061 -0.0016258 -0.029395 -0.0457837 -0.014422 -0.0480058 -4.63751e-05 -0.0242182 -0.0147927 -0.0616073 0.00134285 -0.0647964 -0.103459 0.00216722 0.000271172 -0.0095839 -0.0231762 0.0228726 -0.0349801 -0.0429795 -0.0261551 -0.0718877
internal_weight=308.83 307.405 304.118 299.653 24.3442 9.02454 15.3197 9.05984 4.26994 275.308 14.816 13.2188 9.80582 7.16411 260.492 21.854 19.7444 5.06093 14.6835 3.79386 4.1279 238.638 224.105 73.3835 53.5419 10.9244 42.6175 39.6485 30.1549 11.1004
internal_count=2900 2888 2851 2815 198 67 131 88 55 2617 133 126 74 58 2484 355 258 88 170 76 85 2129 2055 594 415 105 310 298 210 107
is_linear=0
shrinkage=0.1


Tree=75
num_leaves=31
num_cat=0
split_feature=4 2 2 4 1 3 3 4 0 1 1 4 0 0 3 2 0 3 0 0 3 1 1 4 4 0 4 3 3 4
split_gain=0.363114 0.668822 0.385899 1.50799 1.36213 2.28315 3.3374 3.50665 2.39838 3.02637 2.14027 4.03777 3.71779 2.13992 2.11688 2.006 2.18931 1.71953 2.1723 1.62362 3.67208 1.60631 3.24461 1.13211 1.21344 1.45374 1.07172 1.04642 2.34516 1.02172
threshold=29.904643970450003 0.23643500000000003 -0.11808 34.176526048000007 71.343613407700005 0.085155000000000022 0.093925000000000022 41.24714903835001 90.662873533100012 65.966697146800016 82.987325570650015 40.922041107600009 100.13162306855001 86.597924839850023 0.084535000000000013 -0.61225999999999992 102.65877371115 0.074640000000000026 104.3578792496 97.32487278035002 0.076580000000000023 62.030794443850006 61.767325547050007 42.102795028150005 48.680511450650009 71.144667506050013 40.259171735100004 0.087205000000000019 0.090390000000000012 35.337501601400007
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 27 26 9 13 11 14 19 21 -6 -12 -17 -18 -19 20 -13 22 23 -5 25 -25 -8 -7 -29 -4
right_child=2 -3 29 4 10 6 7 -9 -10 -11 15 12 -14 -15 -16 16 17 18 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.11279970381807519 -0.082359177903018152 0.018177184963427181 0.026788741384099386 0.052495643754970914 -0.022364172146785363 0.10587742419326628 0.0094791784258412368 -0.066354101743375971 -0.07144816160748646 0.092663117627873146 -0.14007636405349441 0.050797473043449143 -0.074705649271526495 -0.089595286854148026 -0.14627868196988922 0.12044546921286461 0.064626608663105142 0.049030975244523524 -0.10745617079485335 0.071121110277113209 -0.13513382708144481 0.053358938120444302 -0.13951885470695 0.026167733634978124 0.0073280967890829484 -0.15452227858075551 0.074223141102508092 -0.011217274742299256 0.089466931066183211 -0.0038676899809195345
leaf_weight=0.79096209426643216 1.9115513347205695 0.76883746951352805 11.492534309567416 3.6923842178657775 2.2403403809294167 5.1256450507789877 6.3756300164386612 4.9612492732703677 4.4402043470181516 3.6339234947226933 0.65891375101636995 3.3290517604909819 4.6396651859395197 2.6818280294537535 3.5843701930716634 2.4999733380973321 3.1610634495737031 1.6214780868031087 1.958576474455185 5.3709754440933466 1.5599291846156118 5.1607581460848442 1.7438370231539 0.72536017023958255 6.0117630185559392 1.1530934732872991 4.2684271354228258 3.8032141830772144 5.9056625040248036 201.16228463401785
leaf_count=68 54 28 119 30 35 17 31 37 74 20 19 40 69 19 63 8 46 16 165 31 36 34 26 38 37 26 15 27 23 1649
internal_value=-0.000114267 -0.0482402 0.000131955 0.00553458 0.00739504 0.0161925 0.035363 0.00307925 -0.00376249 0.00835454 -0.00975006 -0.0280217 -0.000423584 -0.00611806 -0.0986178 0.0284992 0.0405191 0.0108781 -0.03658 0.0331676 -0.0085277 0.00599148 -0.0123519 0.00679392 -0.0145931 -0.0847493 0.0354425 0.0693241 0.0500264 -0.00221092
internal_weight=306.433 1.5598 304.874 92.2189 90.3073 59.683 30.4398 15.6053 29.2432 24.8029 30.6243 20.7243 14.8996 21.169 5.82471 9.90001 9.24109 6.74112 3.58005 10.26 4.88898 18.4872 13.3264 11.5826 7.89022 1.87845 10.6441 14.8345 9.70888 212.655
internal_count=2900 96 2804 1036 982 454 150 83 304 230 528 274 176 210 98 254 235 227 181 107 76 191 157 131 101 64 46 67 50 1768
is_linear=0
shrinkage=0.1


Tree=76
num_leaves=31
num_cat=0
split_feature=4 4 4 0 3 1 3 2 4 4 0 3 1 4 2 3 2 3 4 0 1 2 3 4 2 2 4 4 4 0
split_gain=0.339118 3.66396 2.93094 2.20227 1.72574 2.29587 2.44138 2.89988 3.96793 2.43622 2.15154 1.85333 2.0643 1.77913 1.94559 2.35843 2.86459 1.6605 3.02275 2.45547 4.08345 1.29297 2.00014 1.45781 1.23529 1.1279 1.09421 1.73511 1.07848 0.985631
threshold=40.166811829450005 40.496232821400007 40.08085804200001 103.27980753930001 0.093295000000000031 62.00390986255001 0.094625000000000029 -0.072569999999999982 36.514114975300011 39.091773401050006 84.95796538030001 -0.11050499999999999 58.745498608450013 35.131296350900008 -0.075840000000000005 0.083795000000000022 -0.0039949999999999994 0.089335000000000012 37.064694648750013 92.031298721500022 75.403185184700007 0.22542000000000004 -0.21013499999999999 45.027406014450008 -0.11600999999999999 -0.073724999999999999 37.064694648750013 38.512991772500008 40.305698932850007 97.483491810050012
decision_type=2 2 2 2 2 2 2 2 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 28 3 4 10 -6 -7 8 24 -10 11 12 -1 25 17 -16 -17 18 -15 -20 -21 29 -23 -24 -8 -12 -9 -28 -2 -3
right_child=1 21 -4 -5 5 6 7 26 9 -11 13 -13 -14 14 15 16 -18 -19 19 20 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.056568313468964605 0.017771399701552216 -0.0041623555571714396 -0.12392905021278616 -0.087293100218051145 0.060380540478712733 0.061656982273091736 0.066561200664296549 -0.023089919103972456 -0.16150114750223182 -0.041106356552666853 -0.0014830442311752391 -0.12856137215177885 -0.12104911858473062 -0.1028941158145613 -0.0079547683308873272 -0.14932730280724721 -0.027772661272395017 0.051550953599532691 0.046267717916024263 -0.15624453026363405 0.029794333033738143 0.058508372764012107 -0.12985134656872652 -0.0068588526116561757 -0.031534646626440899 0.080899539206720272 0.086931628467034824 0.0017448801247166607 0.075161423994123275 0.01278472147478224
leaf_weight=1.6826291934121402 5.4457491224748074 137.52280718355905 2.0246311752125612 2.9644639635225749 9.0389421042054874 5.8152170092798796 2.7037910820217803 3.9373218752443782 3.1137223460245878 3.6520707290619612 3.0547414023894817 2.7504313793033353 1.0707133151590822 2.7970058913342646 13.790509352460509 3.2106404714286327 4.893931817263363 6.4687331337481728 7.9329195544123632 1.9475072436034677 2.9931052019819617 1.3017150396481154 2.5695830944459876 1.5420340653508899 2.4441421879455465 3.6447496917098752 4.287325260229407 5.4058085717260838 8.2126543403137457 45.729899742931593
leaf_count=26 36 1114 24 275 42 29 17 31 45 29 25 63 31 35 85 25 35 27 35 27 24 8 44 25 25 19 22 36 48 593
internal_value=-0.00010261 0.00226468 -0.00481562 -0.00239434 0.000210069 0.0159771 0.00317839 -0.0101345 -0.0461737 -0.0965139 -0.0111162 -0.0705016 -0.0125031 -0.00467387 -0.0119782 -0.0331149 -0.0759267 0.00892542 -0.00867023 0.0118016 -0.0435391 -0.00135612 -0.049522 -0.0837238 0.0199871 0.0433359 0.0213657 0.0394234 0.0522794 6.67123e-05
internal_weight=303.949 202.324 101.625 99.6004 96.636 40.3983 31.3594 25.5442 11.9137 6.76579 56.2376 5.50377 2.75334 50.7338 44.0344 21.8951 8.10457 22.1393 15.6705 12.8735 4.94061 188.666 5.41333 4.11162 5.14793 6.69949 13.6305 9.69313 13.6584 183.253
internal_count=2900 1868 1032 1008 733 276 234 205 116 74 457 120 57 337 293 145 60 148 121 86 51 1784 77 69 42 44 89 58 84 1707
is_linear=0
shrinkage=0.1


Tree=77
num_leaves=31
num_cat=0
split_feature=2 2 3 4 2 3 3 1 4 4 3 3 2 1 4 3 0 4 4 2 4 4 0 2 3 2 3 4 0 2
split_gain=0.339051 3.36808 1.2363 1.87266 1.99206 3.10651 1.63202 1.84316 1.21481 1.95848 1.1019 1.07541 0.96149 3.66071 3.85968 3.27199 2.15645 1.6495 1.3601 1.19629 1.76098 2.16825 2.46556 1.75977 5.5952 2.26637 1.57949 1.36513 1.09938 1.05554
threshold=0.072320000000000023 0.06041500000000001 0.094415000000000013 34.823977857500005 0.20327000000000003 0.10236000000000002 0.090225000000000014 76.42211081615001 35.337501601400007 37.020641110850008 0.086785000000000015 0.083795000000000022 -0.0039949999999999994 71.429644067900014 36.735256530150004 0.10045500000000003 87.393708446500014 40.621691032550004 41.558544840500012 -0.033594999999999993 41.872669623500009 40.305698932850007 94.776214472700005 -0.053019999999999991 0.086355000000000029 -0.062629999999999991 0.082620000000000013 39.852039223600009 86.345209775600011 -0.08459499999999999
decision_type=2 2 2 2 2 2 2 2 2 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 6 -4 5 -5 8 -8 -2 -10 11 -11 19 14 -14 16 17 -16 -19 23 21 22 -21 25 -25 29 -22 -27 -26 -1
right_child=2 -3 3 4 -6 -7 7 -9 9 10 -12 -13 13 -15 15 -17 -18 18 -20 20 26 -23 -24 24 28 27 -28 -29 -30 -31
leaf_value=0.0025129677889431856 0.055801470801095432 0.092988727430652174 -0.095206034651798888 0.07598809004197335 0.069206907882305907 -0.067444809325008126 -0.13486332351810906 0.0027627999940190162 -0.15272361982296515 -0.012112991717416586 0.040603256819264737 -0.091284288455179358 0.12679636319386076 -0.12238007500753818 -0.014304239442239457 0.074160148588295061 -0.011173556443723129 -0.28841039457530537 -0.11637150770861134 -0.056137769007634335 -0.090989097381456011 0.08600260210212457 0.067622307124877212 0.027749088446091259 -0.16614072788411544 0.07560942930197477 0.012033763964300779 0.010722105623319281 -0.076014732182562134 -0.014797279681945811
leaf_weight=154.65043106814846 2.3958114734268809 3.9348427320364854 1.3871380030759599 2.4755257465876621 5.9019991125678644 3.8714600766543299 2.4634137724060556 1.6085059838951563 1.0473531291354472 10.73187098518247 3.2303907184978007 2.0421578296809448 2.0024520121514788 3.06088799421559 0.86097934842109536 2.3034671365749091 3.3483155481517315 0.73092316417023528 1.2376562301069496 3.2640995085239428 1.9583840400446186 6.7516067726537585 3.1760549212340266 6.4227940107230079 2.0284597282297909 6.1973437278065813 6.1978319280315191 6.7998219113796949 4.0673994761891663 45.617211410950404
leaf_count=1548 42 22 16 14 51 37 29 24 12 144 31 51 7 100 5 12 27 12 70 26 36 40 20 32 24 28 48 38 32 322
internal_value=-9.51215e-05 0.00116092 -0.00904029 0.014916 0.0273867 -0.0115014 -0.0229296 -0.0804977 -0.0108761 -0.0202444 -0.0115748 -0.0247699 -0.000225194 -0.0261671 0.00192364 -0.0275589 -0.0654856 -0.129755 -0.180249 0.00119662 0.0238233 0.0464069 0.0048963 -0.000942755 -0.0373814 0.0011962 -0.012703 0.0416619 -0.106005 -0.00142998
internal_weight=301.767 264.611 37.1556 13.6361 12.249 6.34699 23.5195 4.07192 19.4476 17.0518 16.0044 12.774 260.676 13.5447 10.4838 8.48134 6.17787 2.82956 1.96858 247.131 21.348 13.1918 6.44015 225.783 12.5187 213.265 8.15622 12.9972 6.09586 200.268
internal_count=2900 2449 451 118 102 51 333 53 280 238 226 195 2427 233 133 126 114 87 82 2194 170 86 46 2024 88 1936 84 66 56 1870
is_linear=0
shrinkage=0.1


Tree=78
num_leaves=31
num_cat=0
split_feature=4 4 4 0 3 4 4 2 4 2 0 2 4 3 3 4 3 4 2 0 2 2 4 1 2 3 4 4 1 4
split_gain=0.339504 2.9895 2.38912 1.86398 1.303 2.46149 1.73363 2.71812 2.62345 1.40005 1.83747 1.44004 2.95686 1.78954 2.66707 1.31051 1.68138 2.8024 2.43071 5.94189 2.02185 1.32532 1.27853 1.09667 1.04924 1.6941 1.34035 1.01531 0.999075 0.918411
threshold=40.166811829450005 40.496232821400007 40.036761086100007 103.27980753930001 0.091705000000000023 39.788107623550012 36.514114975300011 -0.11420499999999999 35.337501601400007 -0.031989999999999998 95.002044955650021 -0.14581999999999998 38.828362408050005 0.077470000000000025 0.088395000000000015 39.685256516350002 0.098525000000000015 38.238138001450004 -0.072569999999999982 89.872466842800023 -0.10518999999999999 -0.054494999999999995 35.337501601400007 68.961639504150014 0.22542000000000004 -0.21013499999999999 45.027406014450008 33.680680957850008 75.779569322950024 40.305698932850007
decision_type=2 2 2 2 2 2 2 2 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 29 3 4 5 6 7 8 27 11 23 12 -8 -13 -15 16 17 20 19 -18 -6 -20 -9 -11 -3 -26 -27 28 -1 -2
right_child=1 24 -4 -5 15 -7 9 22 -10 10 -12 13 -14 14 -16 -17 18 -19 21 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.11118369112544815 0.016454303899379793 0.00030698538526413577 -0.086279173656418739 -0.083097000741531021 0.04917579033773456 0.048802897136511814 -0.14923508953343301 0.077094963983045592 0.03443983827896973 -0.058793894420672399 -0.002050745897152369 0.03683394447162093 -0.0019979403309171007 -0.079452399792330111 0.036210711094495494 -0.047342562716046123 0.017276648572350721 0.083379191075597409 0.085256172038846792 -0.14550768573591408 -0.056089888781290759 0.011958508823063515 0.00090680978605182743 -0.14473242568180511 0.055136137234228659 -0.12426829577458945 -0.0048409329589765597 -0.16686013558633372 0.067577251104369115 0.070029604117746502
leaf_weight=0.88790452061220937 5.4017176785855536 182.23694787427667 3.4783027573139398 2.746254379337187 3.796316146850585 6.1358475368469945 2.2759012142196289 4.9773069387301785 2.1862511886283755 3.3021984118968266 3.0439248979091644 6.64257977716625 3.4038861161097884 4.946406336501239 3.3396717254072428 3.2929593203589311 6.9692937582731229 8.3486324334517104 3.2294981973245731 3.3060211173724383 3.5131912464275956 10.445757441222669 3.9510777723044157 2.698230218142271 1.2730102012865243 2.4015369615517552 1.5438820761628447 1.5239067943766711 0.48256496107205749 7.8490547662950121
leaf_count=49 36 1707 36 273 30 31 46 30 27 25 24 32 27 39 18 28 33 33 21 60 32 63 26 22 8 44 25 21 6 48
internal_value=-7.7408e-05 0.00228579 -0.00487209 -0.00190538 0.000499949 -0.0105045 -0.018839 0.0101515 -0.0482411 -0.0325351 -0.065335 -0.0181404 -0.0609961 -0.00183537 -0.0328348 0.0132732 0.0183126 0.0437941 0.00165361 -0.0350982 -0.00141838 0.0292682 0.0433794 -0.0974381 -0.000959032 -0.0451707 -0.0775352 -0.110694 -0.048239 0.0481895
internal_weight=299.63 200.706 98.9239 95.4456 92.6993 49.7977 43.6618 14.009 5.08063 29.6528 9.04435 20.6084 5.67979 14.9287 8.28608 42.9017 39.6087 15.6581 23.9506 10.2753 7.30951 13.6753 8.92838 6.00043 187.455 5.21843 3.94542 2.89438 1.37047 13.2508
internal_count=2900 1868 1032 996 723 423 392 159 103 233 71 162 73 89 57 300 272 95 177 93 62 84 56 47 1784 77 69 76 55 84
is_linear=0
shrinkage=0.1


Tree=79
num_leaves=31
num_cat=0
split_feature=4 3 2 0 0 4 4 1 0 1 0 2 2 0 1 3 4 2 1 0 4 0 0 3 0 0 4 2 2 0
split_gain=0.334236 1.70263 1.72516 1.21943 0.520458 0.507406 0.59665 0.575447 2.84034 1.20493 2.9767 1.16229 2.23224 2.18501 0.796021 0.77284 1.34506 0.848311 1.42237 0.738216 1.47037 0.781348 1.28263 2.28058 0.986843 1.92634 3.00888 1.4304 2.48715 4.55564
threshold=32.785955158400007 0.088500000000000023 -0.10710499999999999 81.917319234750025 93.577162146500015 34.542090938800008 33.96174662340001 61.614083433650009 83.992808911450012 60.474177186300004 79.882156430000023 -0.013805 -0.13820499999999999 67.04476885710001 61.767325547050007 -0.11050499999999999 48.680511450650009 -0.23361999999999997 55.895732990150002 83.011521693850014 45.673096293200011 85.253695774650012 85.613949164150014 0.08708500000000001 85.839779647100016 86.001087134900004 40.532725462000009 -0.068524999999999989 -0.088099999999999998 85.737618238150006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -4 6 -2 8 9 10 11 12 15 -13 -9 17 -17 18 -7 20 -16 -21 23 -23 27 26 -26 28 29 -24
right_child=5 3 4 -5 -6 7 -8 14 -10 -11 -12 13 -14 -15 19 16 -18 -19 -20 21 -22 22 24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.10981652911340632 -0.003741464694587358 0.019479098018831208 0.10949473892327265 -0.1858588639458956 0.013381444860743552 -0.091065424132516115 0.051446110791019309 0.051243743690023838 -0.10710883931948266 0.083681075271441363 -0.12660847765332967 0.12192000485512576 0.096434164551993662 -0.11993029859942812 -0.11247646252686699 -0.12876305335489743 0.0097568008934024696 0.052767511543626383 0.034534006687601086 0.042543683914123137 0.059174542706684631 0.0087267691633168918 -0.078853097901748215 -0.10778571436594205 -0.0016313947208411298 0.00099496167096466159 -0.13601127258049361 -0.026928152498174259 0.075052069913713049 0.069112645267343828
leaf_weight=0.82960096377064507 3.7097417785553253 0.42165636364370562 1.0678764898329967 0.92075632567866705 1.1926159355789421 1.5642145988531453 4.1510764314443804 3.1049762517213813 2.9586623227223745 1.5248633110895742 1.9095135773532081 0.48851821012795271 2.7974159065634021 1.587442504824139 1.5293713434366503 1.2090604230761521 1.6682182364165781 3.0234854416921739 2.1286530785728246 4.4094267543405286 0.74074769765138615 3.8047028393484643 4.040527436882261 3.0082543455064297 4.4576017111539832 219.53209589442122 2.6608539905864745 4.6704497728496781 8.1475102752447128 4.290093719959259
leaf_count=72 48 7 5 46 38 33 36 12 28 12 31 3 15 82 62 35 13 19 17 26 3 32 35 40 23 2017 38 32 26 14
internal_value=-7.4056e-05 -0.0273289 0.0135212 -0.121362 0.0587862 0.00033809 0.0254015 -0.000352584 -0.0163428 -0.00134142 -0.0092581 0.00623109 0.0178328 -0.0630177 0.000908995 -0.0050866 -0.0484506 0.0134905 -0.0186671 0.000310858 -0.0564661 0.000808464 8.56842e-05 -0.0427192 0.00126256 -0.000665131 -0.0518621 0.0219217 0.0357674 -0.00265387
internal_weight=297.55 4.43251 3.09009 1.34241 2.26049 293.117 7.86082 285.257 20.86 17.9014 16.3765 14.467 12.391 2.07596 264.397 9.59363 2.87728 6.71635 3.69287 261.292 2.27012 259.022 254.612 6.81296 247.799 226.651 7.11846 21.1486 16.4781 8.33062
internal_count=2900 168 115 53 43 2732 84 2648 288 260 248 217 132 85 2360 117 48 69 50 2348 65 2283 2257 72 2185 2078 61 107 75 49
is_linear=0
shrinkage=0.1


Tree=80
num_leaves=31
num_cat=0
split_feature=3 3 2 3 3 3 4 3 3 2 3 3 4 4 1 4 1 1 4 1 3 3 4 3 3 2 4 4 2 2
split_gain=0.351981 1.1733 1.23628 0.845057 0.704039 0.613762 1.62704 0.597931 1.47261 2.66477 1.5755 1.10386 0.797943 0.729871 1.25297 0.873174 0.835262 1.30569 2.32734 1.14456 1.36808 0.938555 0.889622 0.863604 1.05757 2.65172 1.55767 0.880647 0.775999 0.759111
threshold=-0.25765499999999997 -0.26439499999999999 -0.23557500000000001 -0.25276999999999999 -0.25095999999999996 -0.54481999999999997 40.380906245900007 -0.24637000000000001 -0.23472499999999999 -0.040019999999999993 -0.15684499999999998 -0.12530999999999998 40.305698932850007 32.785955158400007 69.276189105400007 34.542090938800008 61.614083433650009 57.960468834350003 38.386256906100009 56.981870074850008 0.070195000000000021 0.10211000000000002 35.131296350900008 -0.093074999999999991 1.0000000180025095e-35 -0.042409999999999996 38.386256906100009 40.036761086100007 -0.081844999999999987 -0.25243499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 -4 -7 -6 9 -9 12 -12 -10 14 -13 28 17 19 -19 20 -17 -20 -18 27 25 26 -25 -24 -15 -28
right_child=3 -3 5 4 7 6 -8 8 10 -11 11 13 -14 15 -16 16 22 18 21 -21 -22 -23 23 24 -26 -27 29 -29 -30 -31
leaf_value=-0.12243430745992046 0.049017984199755206 -0.1019419557842509 0.044658266711993154 -0.05731509980257829 0.033609208345205768 0.017791788977306457 -0.094545449116062108 -0.1220476225055654 -0.022162097241589882 0.045228989391375735 -0.058380661697399888 -0.0050365487256509578 0.051243755389724921 0.065872744231141409 -0.1463760262586013 -0.11493620397037013 -0.064188464694372713 0.024954953941956085 -0.1516462988056487 0.04372270450770846 0.015872162298127251 -0.051446395389864112 0.065138077737324676 0.077068724261739691 0.0018424259985995823 -0.11340515104438681 0.01816674030272061 -0.010174620702883077 -0.0032775306554473126 -0.064280258496868525
leaf_weight=0.82815652855788258 3.5631463860627255 1.4297098795068439 2.761326324543913 2.1262013311497858 5.3331147910212158 4.9693692377186389 1.740986857214011 2.5611575497314334 1.7851801024517033 1.5160645125433792 3.2911695351358494 1.9684215995948755 8.6865020417608303 3.7933828527457081 0.92052180306927756 1.3623097259551271 2.0828213841305105 2.0759580582380295 2.0898012788966303 3.5381825258955359 1.9354553851298986 1.6914239488542078 4.1576792256673789 1.9612319271545855 214.73545283393469 2.8272325112484378 1.9337488375604146 2.4779862989671528 2.8361568943364537 2.6432214649394159
leaf_count=58 24 24 40 24 36 65 41 38 26 22 55 29 79 38 77 58 27 12 37 21 21 14 22 19 1842 32 18 38 31 32
internal_value=-7.65121e-05 -0.0170522 -0.00526874 0.000624867 9.76554e-06 0.00497563 -0.0113539 0.000447876 -0.000200244 -0.0598479 0.000704526 -0.000836913 0.0387298 -9.43125e-05 -0.0500724 0.000478317 -0.000488697 -0.0254691 -0.0601181 0.00421888 -0.0381649 -0.106825 0.000873216 0.00146052 0.000407781 -0.0324865 0.00250414 0.0370137 0.0362898 -0.0294468
internal_weight=295.623 11.7295 10.2998 283.894 280.33 9.47168 6.71036 278.204 272.871 4.07722 268.794 258.322 10.4717 255.031 2.88894 252.142 245.513 12.6931 5.85718 6.83595 3.29777 3.78123 232.819 230.737 224.101 9.36543 6.5382 6.63567 6.62954 4.57697
internal_count=2900 228 204 2672 2648 146 106 2624 2588 60 2528 2423 105 2368 106 2262 2193 163 63 100 79 51 2030 2003 1943 101 69 60 69 50
is_linear=0
shrinkage=0.1


Tree=81
num_leaves=31
num_cat=0
split_feature=4 4 4 3 3 4 2 4 0 0 0 1 2 4 2 1 2 1 0 3 4 0 1 1 2 2 4 1 2 2
split_gain=0.312679 2.60898 1.86339 2.05945 4.183 1.39878 0.940131 0.934356 0.80264 3.08162 1.69884 1.56131 2.51827 1.94963 1.79551 1.33891 1.04946 1.00294 3.25186 1.10037 3.50626 3.40307 1.4753 1.68952 0.617213 0.829931 3.56402 2.39535 1.4279 1.44928
threshold=43.19689381845 42.773538294100007 42.852084787850011 0.08594000000000003 0.10017000000000002 43.245737185650007 -0.61225999999999992 42.988308018450006 91.144107538500023 93.910530954700008 85.775256651950016 61.998532946250002 -0.088099999999999998 48.315732392000008 -0.11808 62.197478847950002 -0.24155499999999999 80.468240302450013 100.13162306855001 0.083795000000000022 44.215931556700006 97.32487278035002 72.026481772850005 75.18810853425002 0.68694500000000025 0.22542000000000004 40.08085804200001 69.276189105400007 0.20327000000000003 0.15675000000000003
decision_type=2 2 2 2 2 2 2 2 2 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 7 -5 -2 -7 -4 10 -10 11 12 13 16 -13 -12 -8 18 19 20 -11 -21 -22 -24 25 28 27 -27 29 -1
right_child=5 2 3 4 -6 6 8 -9 9 17 15 14 -14 -15 -16 -17 -18 -19 -20 21 22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0022045550999565179 0.079942566079732505 -0.13862443416136669 -0.03970275239208379 -0.14699459593722838 0.0064301158102485836 0.080199210857817824 0.0050663370709401008 0.038298103272455815 -0.13096129736355244 0.097344424581104261 0.0074277887150545662 0.011111227377734264 0.08385011556973665 0.0042420647893206178 -0.13160194555044191 0.068587711846330376 -0.16237647408033815 0.017595642452202534 -0.11129250529717766 -0.10498418815452976 -0.12082058466280184 0.062563143776237368 0.05568468164102966 -0.085354540346011226 0.052072643692254977 0.043635203092973703 -0.14359114557909164 -0.063426862134465883 0.060667821200186794 -0.050040551735446005
leaf_weight=189.43863331085595 2.4608098422177127 1.747512355679645 2.3769384098704887 3.386477937689051 3.7391380077460781 1.5439839642494906 0.53045065421610882 4.3393554097274318 1.9644179022870947 3.7212338820099884 7.1833104826509935 1.5908319884911182 3.1569956528255743 6.6131297051906586 1.9773310759337608 7.1347315276507288 1.2716585072921587 14.336414103978312 3.0782128078863016 2.9002535417675963 1.338445689063519 2.0828652456402779 2.2363162823021416 1.3694602148607371 2.3459376391256219 5.3210056568495911 2.0953135061427011 3.4412923202326056 4.0587674416601649 5.4627102144295341
leaf_count=1678 11 22 23 53 31 10 39 36 51 19 33 12 36 41 33 63 26 231 61 38 33 12 25 40 24 33 45 80 20 41
internal_value=-7.60379e-05 -0.00183738 -0.0413217 -0.0290374 -0.0664856 0.00595715 0.00311374 0.0106931 0.00120901 -0.00949472 0.0132096 -0.0101435 0.00768804 -0.0208843 -0.0679746 0.037904 -0.11309 -0.00181325 -0.0184485 0.00249098 0.0240228 -0.034952 -0.0311622 0.00211852 0.00106385 0.000493532 -0.026429 0.0015878 0.00196274 0.000740225
internal_weight=294.244 227.753 15.5894 13.8419 7.12562 66.4909 64.03 6.71629 62.4861 33.0276 29.4584 15.1404 11.5722 8.41524 3.56816 14.318 1.80211 31.0632 16.7268 13.6486 8.66546 4.98312 4.94422 3.60578 212.164 209.818 10.8576 8.7623 198.96 194.901
internal_count=2900 2086 165 143 84 814 803 59 793 510 283 187 142 106 45 96 65 459 228 167 117 50 98 65 1921 1897 158 113 1739 1719
is_linear=0
shrinkage=0.1


Tree=82
num_leaves=31
num_cat=0
split_feature=4 4 4 0 3 1 0 0 3 2 4 2 3 4 1 4 1 0 0 1 4 1 4 0 4 3 2 3 4 2
split_gain=0.321523 2.40813 1.9028 1.52862 1.34015 1.94233 1.7736 1.60377 1.55326 2.53803 3.27058 2.18585 1.51472 1.47071 1.80549 1.19514 1.22477 1.21369 1.4644 3.99137 2.58798 1.92256 2.44791 1.85812 1.76426 1.00652 0.994461 0.955088 0.873387 1.31097
threshold=40.166811829450005 40.496232821400007 40.08085804200001 103.27980753930001 0.093295000000000031 62.00390986255001 87.568458224950021 84.95796538030001 0.094625000000000029 -0.072569999999999982 36.514114975300011 -0.46029499999999995 -0.11050499999999999 36.514114975300011 75.28220456885002 34.394321486900004 78.494912034700022 98.031937268650012 94.776214472700005 69.873026810350026 39.039757512550004 65.966697146800016 38.386256906100009 91.523180134850023 38.386256906100009 0.10133000000000002 -0.084239999999999995 0.10236000000000002 40.823855932350007 -0.103615
decision_type=2 2 2 2 2 2 2 2 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 7 27 -7 12 -8 10 25 -12 -1 -11 -15 -9 17 18 19 21 -21 22 -17 -23 -20 -10 -19 -6 29 -3
right_child=1 28 -4 -5 5 6 8 15 9 13 11 -13 -14 14 -16 16 -18 26 24 20 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.011151479380831929 0.044118242118335822 0.012067386240384044 -0.10274018899561384 -0.078566079426321309 0.093098640595804069 -0.072564979467775181 0.059746605371695322 0.043517767424479874 0.069455675415395768 -0.032225457119569922 -0.003622406318327671 -0.13732656974670018 -0.12391698376694733 0.0845079388229448 -0.010904634247710817 0.016206490447251497 0.040469528849690711 -0.020681556088142802 0.060881121762503015 -0.15962938100835219 -0.024906868381404792 0.082202430494125428 -0.068673465414397075 -0.010866654773280098 -0.028592227207538037 -0.02245213409238743 -0.13980124177938033 0.025206439196654568 0.0010458009747215831 -0.057836181443790304
leaf_weight=2.438982074148953 12.829907343781086 4.6743070312659256 1.9446506570093323 2.5896929002774405 3.824007183313368 2.9010376129299429 5.0434023090638247 4.5212464930955312 2.3164777513593489 2.8338618911802724 1.8633735184557769 3.5564291537739301 2.3283209574874482 5.605705972760914 3.0691172480583191 6.7282931953668648 4.2634269921109071 1.4228115924634042 5.3131333864293975 3.060712093487381 2.6694818120449781 4.1221662200987321 6.8638532049953938 4.472855020314455 3.7658169306814671 2.4537196697783656 1.381179112009703 4.5227530784904957 172.12550724798348 6.2970614319201541
leaf_count=57 84 40 24 275 17 22 26 33 16 24 19 49 63 22 31 33 35 21 34 36 17 18 40 28 23 25 19 25 1688 56
internal_value=-8.52337e-05 0.00223681 -0.0048304 -0.0028034 -0.000655408 0.0136989 0.0017005 -0.0108765 0.00975698 -0.00186206 -0.0382081 -0.091358 -0.0662254 0.0303194 0.0507514 -0.00544551 -0.0104695 -0.0159261 -0.0111186 -0.0224643 -0.0968672 -0.00324852 -0.0266568 0.0337692 0.0237689 0.0221796 -0.0793571 0.0563108 -0.000697894 -0.028054
internal_weight=291.803 195.927 95.8765 93.9319 91.3422 37.9899 29.6431 53.3523 26.7421 21.6987 10.19 5.4198 4.7673 11.5087 8.67482 48.585 44.0637 39.8003 36.9963 27.9174 5.73019 22.1872 13.5921 8.59502 9.07895 4.7702 2.80399 8.34676 183.097 10.9714
internal_count=2900 1868 1032 1008 733 276 234 457 212 186 109 68 120 77 53 337 304 269 229 172 53 119 73 46 57 41 40 42 1784 96
is_linear=0
shrinkage=0.1


Tree=83
num_leaves=31
num_cat=0
split_feature=3 3 2 3 2 3 1 1 3 3 3 2 2 2 3 4 4 4 3 3 4 4 3 0 2 2 1 4 0 2
split_gain=0.330574 0.951853 0.882627 0.758155 0.675554 0.707835 0.813851 1.14994 0.667004 0.672499 0.51857 1.24964 0.969861 1.92844 0.869794 0.649513 1.13267 1.61149 0.68782 1.8811 2.98639 1.14612 1.02171 0.651113 0.630594 1.29708 0.817885 0.555836 0.945905 0.794076
threshold=-0.25765499999999997 -0.26439499999999999 -0.23361999999999997 -0.5582649999999999 -0.23155499999999998 -0.27223499999999995 61.944763783650011 69.873026810350026 -0.25276999999999999 -0.25095999999999996 -0.15684499999999998 -0.23871499999999998 -0.16717499999999999 -0.081844999999999987 -0.12530999999999998 32.785955158400007 30.509590007400003 29.904643970450003 -0.098985000000000004 -0.087385000000000004 38.052786106700005 40.08085804200001 -0.10778500000000001 92.464140480550014 -0.046474999999999995 0.20981000000000005 81.188747081400024 34.542090938800008 89.99344745865001 -0.11420499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 -8 -2 -10 11 -11 -13 -14 -12 16 17 -16 21 20 -20 -17 -23 -18 -15 26 -26 28 -21 -30
right_child=8 -3 4 -5 5 -7 7 -9 9 10 14 12 13 24 15 18 23 -19 19 27 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0078006487148977177 0.044090415916379452 -0.094857447117951688 0.073751571353784948 -0.12943896532690463 0.033482296673894782 0.043191447212448511 -0.13555312065709627 -0.0078360997366366692 -0.056765102140290673 -0.068533938645465226 -0.052182818634769618 0.054446736237703103 -0.0831959110157377 0.06212363949308583 -0.11541075511438903 0.063170397106164261 -0.039582168855100026 0.1041165059743366 0.043659241621586638 0.078713288615680388 -0.15001126791558844 -0.10031923640714034 0.038595721937122796 -0.17811176426205635 -0.071875113802785676 0.061451479823817427 0.026787172697919606 -9.2283843535003807e-05 0.052911019611711685 -0.042841049741976583
leaf_weight=1.1008676673518496 3.4837800983805201 1.372934317041653 1.3410133370198298 0.95859862721408617 1.4953431049361814 2.1417084569111475 1.1451860987581315 1.8340085206436922 2.0671145047526798 1.5924425740959147 3.2412422259803852 6.5592453237623021 1.9914711478631986 3.0935888681560781 0.56197363475803219 4.2175540782045564 0.63892162218689896 0.82569558356772177 1.3021252884063863 2.4386724466457954 2.0491858854657039 1.0016903616487982 1.1230656800325958 0.72348809770483058 2.1154872444458195 2.5106397471390665 1.3937883600592611 232.17966247732693 1.5048153136449403 2.0405097192851827
leaf_count=26 24 24 9 55 39 24 15 36 24 53 55 33 32 15 55 30 14 9 12 17 49 29 19 28 30 19 19 2059 18 29
internal_value=-7.38604e-05 -0.0167725 -0.00606981 -0.0644184 0.00903173 -0.004086 -0.0267151 -0.0569298 0.000608671 5.81762e-05 0.000488268 0.0163093 0.023958 0.00594959 -0.0007119 -4.6198e-05 -0.0483771 0.0152131 0.000490054 -0.000363613 -0.0747621 0.0329976 -0.026894 -0.113146 0.0254295 0.00657273 -0.0326892 0.000683283 0.0307754 -0.00219903
internal_weight=290.046 11.3897 10.0167 2.05947 7.95726 6.61625 4.47454 2.97919 278.656 275.172 273.105 19.2567 17.6642 11.105 253.849 250.607 2.75008 1.38767 247.857 241.515 3.35131 6.34231 2.12476 1.36241 9.1135 6.01992 3.50928 238.164 5.984 3.54533
internal_count=2900 228 204 81 123 114 90 51 2672 2648 2624 201 148 115 2423 2368 106 64 2262 2184 61 78 48 42 83 68 49 2123 64 47
is_linear=0
shrinkage=0.1


Tree=84
num_leaves=31
num_cat=0
split_feature=4 4 4 0 3 4 2 4 2 2 4 3 2 1 3 1 2 4 2 0 3 4 4 1 3 3 4 2 2 2
split_gain=0.298644 2.04987 1.59064 1.31551 1.03911 2.15963 1.2872 2.0914 3.19761 1.73247 1.76764 1.6876 3.03444 1.51547 2.45138 1.19141 1.06183 2.64531 2.19487 1.97797 1.89992 4.91761 3.1738 1.46056 1.04087 0.921687 0.953665 0.886055 0.80345 0.762902
threshold=40.166811829450005 40.496232821400007 40.036761086100007 103.27980753930001 0.091705000000000023 39.788107623550012 -0.14581999999999998 35.337501601400007 -0.11808 -0.091399999999999995 38.386256906100009 0.084365000000000009 -0.26820499999999997 65.630639880500027 -0.064204999999999998 68.214248143850014 -0.058529999999999992 37.064694648750013 -0.090694999999999998 89.872466842800023 0.093675000000000022 36.82350895510001 39.091773401050006 71.787208999250012 0.10273500000000002 0.088105000000000017 40.337496327150006 -0.21094499999999999 -0.22089 0.22542000000000004
decision_type=2 2 2 2 2 2 2 2 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 25 3 4 5 6 11 -8 -9 -10 13 12 -1 -11 -15 -14 18 -18 20 -20 -6 -22 -23 -21 -19 -2 -27 28 -5 -3
right_child=1 29 -4 27 16 -7 7 8 9 10 -12 -13 15 14 -16 -17 17 24 19 23 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.055606771374249166 0.069863732556729799 0.00051747102443163221 -0.072196899508678553 -0.10561816631937887 0.079963503114630199 0.046277310989604359 0.053216350808955593 0.077390429118646367 -0.098859414418681832 0.054206616953398956 -0.053947399873381124 -0.15419698358914824 -0.10814819666449714 0.028068330625487088 -0.085004069493020071 -0.007321712908200332 -0.044267756320800433 0.083626466936321975 0.0085033696510029965 -0.15045045300670412 0.059061130672893973 -0.14577873702013144 -0.004306710541403351 -0.023524339532432888 0.026603345278276787 -0.019032164150500134 0.056818851838098997 -0.11231973924557902 0.11842727375385594 -0.04025495565398543
leaf_weight=2.5845438544638446 5.9270617385627684 177.71309723096783 3.3669574685045509 0.27680763688113075 3.7754637410398635 5.9047172088176003 4.6431264071725371 3.0353082567453411 3.2973018083721426 4.051763553638013 9.1330024749040586 1.3553941391874103 3.6896846863673955 4.4019402358680999 3.3969153780490124 1.7174831239972261 3.6444841856136945 5.8049157708883268 3.195546756964176 2.2176189901074399 6.8256392645416764 2.6838034591637552 3.8758908547461033 1.5335474489256737 7.1363250426948071 3.6214033062569797 3.0566516709513962 1.7494853674288595 0.37950891256332431 4.7108372290967955
leaf_count=19 41 1707 36 63 17 31 35 16 26 25 62 30 96 26 35 22 33 28 17 31 47 35 25 23 44 24 19 209 1 77
internal_value=-6.95274e-05 0.0021595 -0.00471021 -0.00219416 -0.000197503 -0.0102915 -0.018378 -0.00883125 -0.0193779 -0.0314747 -0.0208861 -0.0510198 -0.0335209 0.0045935 -0.0211821 -0.0761226 0.0115133 0.0309882 -0.00188527 -0.0493103 0.0173125 -0.000358889 -0.0621879 -0.0985607 0.0521816 0.041161 0.015686 -0.0751489 0.023934 -0.000535419
internal_weight=288.706 195.029 93.6772 90.3102 87.9044 47.2112 41.3065 31.9594 27.3162 24.2809 20.9836 9.34711 7.99171 11.8506 7.79886 5.40717 40.6932 16.5857 24.1075 6.94671 17.1608 13.3853 6.55969 3.75117 12.9412 12.6051 6.67805 2.4058 0.656317 182.424
internal_count=2900 1868 1032 996 723 423 392 225 190 174 148 167 137 86 61 118 300 105 195 71 124 107 60 54 72 84 43 273 64 1784
is_linear=0
shrinkage=0.1


Tree=85
num_leaves=31
num_cat=0
split_feature=4 0 0 0 0 1 4 3 1 3 0 3 1 3 4 4 0 0 4 0 1 0 0 0 4 4 4 0 4 4
split_gain=0.295131 1.43278 1.49136 1.79837 1.36334 1.48557 1.01681 1.22113 0.979666 1.38236 0.680581 0.921851 1.30904 1.48954 1.34252 2.11755 1.74373 1.32578 1.13174 0.680469 0.926067 1.03989 2.47207 1.02172 2.13427 1.24209 1.15413 1.00385 1.69917 1.64473
threshold=49.110028829250005 71.249517373150013 85.57362229215002 99.983757871350008 100.24991522630002 86.858705278550005 48.680511450650009 0.076080000000000023 87.33187390945001 0.075065000000000021 84.95796538030001 0.099780000000000021 58.549241164900003 0.08784500000000002 41.902916368500009 39.468990633150007 71.144667506050013 83.011521693850014 44.921040431000009 85.253695774650012 61.86411003975001 85.613949164150014 85.447264760050004 85.807518149550006 42.773538294100007 41.468518788800004 44.269496632500008 86.001087134900004 40.532725462000009 42.737166331000005
decision_type=2 2 2 2 2 2 2 2 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 10 -8 -7 -10 11 12 13 14 15 -1 18 -14 -16 -12 -21 22 -22 24 25 -23 -26 28 -25 -30
right_child=1 2 3 4 5 8 7 -9 9 -11 19 -13 17 -15 16 -17 -18 -19 -20 20 21 23 -24 27 26 -27 -28 -29 29 -31
leaf_value=-0.04511603770182708 -0.1429756828777943 0.072967076861184504 -0.11573146535613876 0.14272255178499602 -0.11203645080346439 0.078297779972096485 -0.010857040357182372 0.0713057486387733 0.03871277384544998 -0.10885052023882642 0.038890540364773601 0.017481296768912365 -0.11423187311354575 -0.12398533021764156 -0.10206971640002654 0.10704158573915162 -0.14131421139280473 -0.021092852620466243 0.096618698711676831 -0.047165300293945951 0.0068588627871408849 0.0098513693307365792 -0.13351000807061239 0.010811296661552783 -0.080196667731242705 0.071486122685322673 0.018248069625354798 0.0014336728796071068 -0.1340441669316936 -0.0039836429659831831
leaf_weight=1.4695664333412444 0.82591141387820144 1.9249415881931762 1.7139273439534006 0.60580986738204945 1.2284101382829247 1.4815998077392576 3.1035963585600248 4.33614457026124 1.5041735465638342 1.0984411891549823 4.6304908585734657 5.0075816011521956 3.0039509881753474 0.90172624308615912 0.42639144300483189 2.4221035572700202 1.0586386825889347 3.1111124069429934 0.87495875079184771 4.0602358058094969 3.6159881884232155 5.6894518733024615 1.9212586428038774 4.1117089707404357 2.4653455112129441 7.6876483308151364 2.3036656193435192 210.05301221598347 2.3676252395380288 1.6498544663190839
leaf_count=39 10 7 69 1 45 8 24 20 24 67 24 39 120 17 74 23 31 36 10 27 34 25 33 20 25 29 15 1956 35 13
internal_value=-5.98683e-05 -0.0166111 -0.00569105 -0.0255293 0.000592527 -0.0156149 0.000562181 0.0370303 0.0133859 -0.0235667 -0.00044705 -0.019077 -0.0328742 -0.00383329 0.0134972 0.0495841 -0.0460108 -0.0668463 0.0315178 0.00091185 0.000196757 0.000991831 -0.0418449 0.00199551 0.0247951 0.0452721 -0.032643 9.92814e-05 -0.0343805 -0.0806323
internal_weight=286.655 10.3832 9.5573 7.63236 5.91843 5.31262 276.272 7.43974 4.08421 2.60261 268.832 18.276 13.2684 7.15339 6.25166 3.89167 2.35999 6.11506 1.30135 250.556 245.926 241.866 5.53725 236.328 18.1461 13.3771 4.76901 218.182 8.12919 4.01748
internal_count=2900 231 221 214 145 144 2669 44 99 91 2625 389 350 194 177 62 115 156 84 2236 2212 2185 67 2118 94 54 40 2024 68 48
is_linear=0
shrinkage=0.1


Tree=86
num_leaves=31
num_cat=0
split_feature=4 4 3 3 4 4 0 0 1 2 4 3 2 2 2 3 1 0 3 0 0 3 3 4 1 3 3 3 0 0
split_gain=0.297635 2.13477 1.55688 3.42905 1.57097 1.16119 0.795755 2.71694 1.77921 1.86633 2.52576 2.33722 1.15529 1.56823 0.736256 0.70083 0.672352 2.85134 0.781802 1.83223 0.838963 3.95589 1.51579 0.722323 0.613682 2.24788 1.55946 0.97181 2.67598 1.36835
threshold=43.19689381845 42.773538294100007 0.08594000000000003 0.10017000000000002 42.988308018450006 43.245737185650007 91.410264893400026 93.910530954700008 62.197478847950002 -0.088099999999999998 44.215931556700006 0.083415000000000031 -0.090169999999999986 -0.23155499999999998 -0.10098 -1.0000000180025095e-35 80.468240302450013 100.13162306855001 -0.24523500000000001 95.502098167950024 96.249489528150022 0.089580000000000021 0.080125000000000016 43.509905336500005 82.204984254750016 0.079785000000000009 0.093760000000000024 0.078505000000000019 109.2481845889 113.66800975535001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -2 8 -8 9 10 14 -11 13 -10 -7 -12 17 18 -9 23 -21 22 -22 -20 -18 27 -27 28 -26 -30
right_child=5 2 3 -5 -6 6 7 16 12 11 15 -13 -14 -15 -16 -17 24 -19 19 20 21 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.00086186385405345094 0.074690717982663857 -0.057788163732424846 -0.14040190641059394 -0.006139836349946708 0.034387698317560049 -0.063164161419563422 -0.13032283727989372 0.062934326615014732 0.014578236912026791 0.080886096035094723 -0.022936743348934998 -0.030429163161199237 -0.0090217679956237709 0.10938075232504928 -0.17028313750440305 0.035245337151308086 0.055646490949307272 -0.10625792206246874 0.025254038131007257 0.04890913073561487 -0.022497429281478139 0.087831553522244102 -0.17875964606453193 -0.1043982551622583 -0.11559738761337453 -0.13428807425908976 0.042196290000861711 0.081831928609924776 0.092892579071231371 -0.012739033218838923
leaf_weight=205.90415145365114 2.3666426362469783 3.2749948557466251 3.6206950467894785 4.0079544006148353 4.2464126499253325 1.3264023712836208 1.7073641638271499 1.9626094838604355 2.9583773785270751 4.6468867644434821 5.9696928631747159 3.1749592181295156 2.4471540887607244 4.2539421990513802 1.2428973428905035 3.1694930307567084 2.9756792965345076 2.8041550973430267 0.53895466402173342 4.2017064578831178 1.278009308036417 2.1082846075296402 1.2071015033870933 2.1198498804587871 1.3820549105294029 1.6728010606020682 0.71455355803482223 2.425352546852082 2.54124497435987 2.3700761526124552
leaf_count=1921 11 32 62 35 36 33 49 17 34 37 74 25 41 15 12 18 21 61 5 25 24 10 17 71 39 60 15 28 21 51
internal_value=-6.96739e-05 -0.00180377 -0.0380323 -0.069863 -0.0057478 0.00596072 0.00330287 -0.00758617 0.0152439 -0.00211895 -0.0273854 0.0357022 0.0503495 0.0704943 -0.114983 -0.00275905 -0.00067068 -0.0145495 0.00461822 -0.00537416 0.0166164 -0.0129227 -0.0983992 -0.078117 0.0153163 0.0045105 -0.0814649 0.0280522 0.00732649 0.0419175
internal_weight=284.62 221.054 15.1501 7.62865 7.52141 63.5662 61.1996 32.0098 29.1898 19.5303 11.7085 7.82185 9.65947 7.21232 2.5693 9.13919 30.3024 16.2207 13.4165 11.4539 8.7951 4.5934 2.48511 2.6588 14.0818 11.1061 2.38735 8.71873 6.29338 4.91132
internal_count=2900 2086 165 97 68 814 803 514 289 199 137 62 90 49 45 92 465 230 169 152 76 51 41 76 235 214 75 139 111 72
is_linear=0
shrinkage=0.1


Tree=87
num_leaves=31
num_cat=0
split_feature=3 2 3 1 3 3 4 2 0 0 2 2 4 3 1 1 1 4 3 4 0 1 1 1 2 2 1 4 4 2
split_gain=0.28002 0.821984 0.893589 0.564809 0.588281 0.556445 1.30903 0.753795 0.453634 0.890366 0.840988 1.36726 0.712504 0.70425 1.11638 0.644881 1.76511 0.412764 1.97781 1.86356 1.2177 1.5965 1.31964 2.11868 2.83544 1.90149 1.2377 1.41714 1.22899 1.08707
threshold=-0.25765499999999997 -0.23557500000000001 -0.26439499999999999 54.884872733100003 -0.25276999999999999 -0.54481999999999997 39.749124837650008 -0.08459499999999999 113.28087178455002 110.50907145210002 -0.088099999999999998 -0.012769999999999998 40.823855932350007 0.072890000000000024 89.786436182600013 87.184008712350007 87.33187390945001 43.19689381845 -0.2485 43.082598263550004 91.625341543800019 68.321786469100019 62.197478847950002 62.068432857650002 -0.088099999999999998 -0.22984499999999999 65.004229136100022 48.008184682100008 43.874475754150005 -0.082509999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -2 -5 -3 -7 -8 9 15 12 -12 -10 -11 -15 17 -17 18 -6 -20 22 -22 23 24 25 -19 -24 28 -28 -21
right_child=3 2 -4 4 8 6 7 -9 10 13 11 -13 -14 14 -16 16 -18 20 19 29 21 -23 26 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.1188891277843043 -0.10427258308605719 0.041467056762324261 -0.086310201867738037 0.042861156117064148 -0.093788398666857328 0.020754833637186786 -0.13440704477583637 -0.017936785927797193 0.032394180108929395 0.093706427137425705 0.071348624647187484 -0.1074429891702231 -0.12524701190484686 -0.11671300762517699 0.070018008547243299 0.058779584022136781 -0.10710040279157494 0.018863730554211089 0.0010082249672868819 -0.11773310454989024 -0.11792765674829229 -0.0018978490609173771 0.079086760550527033 -0.060358103010481612 0.072725180030501227 -0.090262348534090167 0.025860987285396028 0.095152316761705824 -0.11995996822837747 -0.01377506392505224
leaf_weight=0.72226742251950682 0.51298513007350166 2.6247548872488524 1.2876014846842725 3.2782148697879157 2.2895606560632578 4.0011167376069361 1.088415604317561 1.1352834060671737 0.3733430597058035 1.8309259251691394 1.2398041429114526 0.65299275043071148 1.2356315799406727 0.51836247596656881 0.83738368231570348 0.99901747051626388 1.7923985361121593 4.6038566479692262 202.48728796711657 2.0889501732308418 1.2558675473555947 21.270003037294373 6.2676593023352307 3.7187071647495022 6.462020440958443 2.4446123065426946 1.2775871227495379 1.1595897376537321 1.0554524196195414 1.9400274734944094
leaf_count=63 59 40 19 20 20 59 17 30 67 13 37 91 79 19 31 8 121 44 1537 26 34 271 28 31 36 23 17 5 37 18
internal_value=-7.16465e-05 -0.0158179 -0.00847414 0.000557957 0.000756337 0.00285091 -0.013432 -0.0749445 0.000240922 0.000714664 -0.0355152 0.00966761 -0.0886683 0.0532536 -0.00137762 7.34682e-05 -0.0477338 0.000590073 -0.0013565 -0.000331741 0.00879873 -0.00836677 0.0231253 0.00648242 0.02488 -0.0189843 0.052504 0.00480019 -0.0401075 -0.0676754
internal_weight=282.452 10.8594 10.1372 271.592 271.079 8.84957 6.22482 2.2237 267.801 264.299 3.50177 1.8928 1.60897 3.18667 1.35575 261.113 2.79142 258.321 208.806 206.516 49.5154 22.5259 26.9895 17.2292 13.5105 7.04847 9.76029 3.49263 2.33304 4.02898
internal_count=2900 228 165 2672 2613 146 106 47 2593 2319 274 128 146 63 50 2256 129 2127 1601 1581 526 305 221 134 103 67 87 59 54 44
is_linear=0
shrinkage=0.1


Tree=88
num_leaves=31
num_cat=0
split_feature=4 0 4 1 4 2 1 1 0 3 1 3 1 0 0 2 1 2 0 1 0 3 0 1 3 0 4 2 1 1
split_gain=0.283179 1.13218 1.10577 0.98327 1.32064 1.37776 1.52218 0.762166 0.619539 0.832423 1.15033 1.28496 1.22199 1.21931 1.05966 1.58261 0.750792 0.988329 0.555168 0.739349 0.837445 2.2076 0.869917 1.83114 3.59858 0.87287 2.04128 2.57034 0.805404 3.1585
threshold=48.988717865950008 71.144667506050013 48.680511450650009 55.855406118200008 49.842240509300005 -0.23361999999999997 86.858705278550005 78.677727187550019 84.95796538030001 0.099780000000000021 58.549241164900003 0.08784500000000002 56.981870074850008 83.011521693850014 73.913779380400015 -0.23361999999999997 55.895732990150002 0.11529000000000002 85.253695774650012 61.86411003975001 85.613949164150014 0.085155000000000022 85.807518149550006 61.960894532450006 0.087530000000000011 86.001087134900004 39.646013290900008 -0.08725999999999999 62.041548276350007 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=2 -2 8 -3 7 -6 -7 -5 9 10 11 12 14 -12 15 -1 17 -17 -10 -20 21 -21 23 -22 -25 26 -24 -28 -27 -30
right_child=1 3 -4 4 5 6 -8 -9 18 -11 13 -13 -14 -15 -16 16 -18 -19 19 20 22 -23 25 24 -26 28 27 -29 29 -31
leaf_value=-0.14742562081014352 -0.14401745600465929 0.062169613070589061 0.04346786936161743 -0.12304423656363045 0.10560252009075333 -0.10917080856720358 0.019357351031552242 -0.010924539700203802 0.035735022554493838 0.015932722984449848 -0.11323741601157261 -0.12174678626160061 0.063381856669953773 -0.021620031737345891 -0.11193588530631343 -0.10372254520487863 0.12180008835547029 0.11652439289586586 -0.041780473920004675 0.022374077506034474 -0.030774034646451287 -0.1072850948266674 0.052835430939391942 -0.024761257974685407 0.083537839413699772 0.019067115706241373 0.0088503078698508372 -0.12538921212821402 -0.066733435414722139 0.0017452284187663343
leaf_weight=0.4908452619565663 0.65043090283870597 1.6668428741395462 5.8730038180947295 1.6189232724718734 1.1013178012799443 1.3216884878929729 3.0427843934157863 0.96931067260447878 4.487818411551415 4.9856641259975722 2.749468331981916 0.81306445924565185 2.6057657973142341 3.0798125092405826 1.0374066682998089 0.48463527450803778 0.86383859254419804 0.35152485966682434 4.1163038555532685 2.799479577690362 4.636869270354512 2.4732905444689095 2.0524509549140921 4.9472741130739442 8.0779442023485881 22.814138315618038 2.6514037810266018 3.0871272822842002 7.0005516912788144 177.90826547650795
leaf_count=40 7 8 33 30 8 85 81 23 24 39 120 17 29 36 35 68 4 1 27 24 29 43 8 35 30 109 21 39 41 1806
internal_value=-7.16008e-05 -0.0162875 0.000550394 -0.00774099 -0.0222095 0.00565561 -0.0195647 -0.0810547 -0.000402499 -0.0186061 -0.0324081 -0.00397267 0.0124411 -0.0648328 -0.0286771 0.0107475 0.0564172 -0.0111299 0.000884154 0.00023936 0.000964742 -0.038445 0.00185591 0.0231919 0.0424034 0.000107348 -0.0327538 -0.0633658 0.00133986 -0.000847338
internal_weight=280.759 10.3713 270.388 9.72087 8.05402 5.46579 4.36447 2.58823 264.515 17.462 12.4764 6.64708 5.83402 5.82928 3.22825 2.19084 1.7 0.83616 247.053 242.565 238.449 5.27277 233.176 17.6621 13.0252 215.514 7.79098 5.73853 207.723 184.909
internal_count=2900 242 2658 235 227 174 166 53 2625 389 350 194 177 156 148 113 73 69 2236 2212 2185 67 2118 94 65 2024 68 60 1956 1847
is_linear=0
shrinkage=0.1


Tree=89
num_leaves=31
num_cat=0
split_feature=2 4 1 3 0 4 1 3 4 3 2 3 3 0 4 1 0 4 2 3 0 0 1 1 2 2 3 4 1 4
split_gain=0.269076 1.40094 1.24245 1.68918 1.59714 1.59722 1.55841 1.31845 3.88638 2.8796 1.37788 1.29005 1.39265 1.28969 2.13346 1.33947 3.08911 2.17937 1.25088 1.22384 1.44341 1.07599 1.42869 3.57399 1.17319 1.06221 1.818 1.05657 0.95869 2.14252
threshold=-0.11808 34.176526048000007 71.343613407700005 -0.22125500000000001 97.32487278035002 48.919835655300012 70.96454081135002 0.093925000000000022 40.79983011445001 0.085155000000000022 -0.13820499999999999 0.087205000000000019 0.090390000000000012 102.21786657775002 47.833738492450003 78.285212300550015 98.615332683000005 41.289992964000007 -0.22573999999999997 0.074640000000000026 104.3578792496 90.662873533100012 62.030794443850006 57.129735272050006 -0.23771499999999998 -0.11131999999999999 0.086230000000000015 42.622319549950006 61.614083433650009 35.131296350900008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 18 5 -5 7 9 -9 10 21 -11 -13 15 -15 16 17 -6 -4 -16 -21 22 23 -3 -24 26 -2 -23 29 -27
right_child=25 2 3 4 13 -7 -8 8 -10 11 -12 12 -14 14 19 -17 -18 -19 -20 20 -22 27 24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.080407972033019914 0.024377150504939205 0.0081528823532746961 0.085078728994045935 -0.13198552301620994 -0.040884807888333263 0.023531637933137603 0.086645957145056907 0.026407626428672195 -0.089251505531719233 0.10258358248151936 0.060348086087504652 -0.011246378358556937 0.07244822789645812 -0.11568491705408351 0.078169039222798609 0.051868848251342553 -0.13132491344324934 0.07916601948776994 -0.018447580087179404 0.035033618372556696 -0.11028339823251809 -0.0090510223949026771 -0.019406189808830496 -0.13291910051355493 0.058698230966321902 0.098109010802869392 -0.095676444790514417 -0.13196968270091405 0.00053437217582480673 -0.05859010943845222
leaf_weight=1.8866220330091881 2.1340081254020324 7.5849737764801883 2.8691541910229716 2.2987570650875599 3.108850178774448 0.92660040291957546 2.9283768129535011 7.8117550117894989 4.6255454625934362 4.5269110836088648 3.376618433743718 3.5288729937747103 4.5535857179202139 2.6774425367038921 1.3254040312021969 4.4506713221780956 1.8119884482584891 2.9442956149578094 1.9674285835353682 1.3432228984311225 1.3917505455901844 1.5082797836512321 2.9909951006993651 2.3529582254122943 5.3868096275255066 1.0150896101258684 3.0846687782905065 1.3037917413748799 185.078677435391 6.2139280941337347
leaf_count=109 14 106 34 48 30 31 15 37 40 17 17 27 22 167 10 32 36 13 32 25 70 14 34 48 27 8 30 50 1624 133
internal_value=-7.45019e-05 0.00476066 0.0067794 -0.0106019 -0.0222311 -0.0873076 0.0157601 0.0115709 -0.0166071 0.0210137 0.00103241 0.0598443 0.0359064 -0.0112151 -0.0463894 0.00802833 -0.0167799 0.0175088 0.0429662 -0.000695369 -0.0389141 -0.00844734 0.000395217 -0.0252481 0.0308138 -0.00206906 -0.0465844 -0.0660412 -0.000861039 -0.0365866
internal_weight=279.008 81.4817 79.595 27.1156 22.279 3.22536 52.4795 49.5511 12.4373 37.1138 24.5044 12.6094 8.08246 19.0536 6.73782 12.3158 7.86513 6.05315 4.83658 4.06038 2.73497 21.1278 18.3157 9.93793 8.3778 197.526 5.21868 2.81207 192.308 7.22902
internal_count=2900 1091 982 528 462 79 454 439 77 362 296 66 49 383 272 111 79 43 66 105 95 279 215 154 61 1809 44 64 1765 141
is_linear=0
shrinkage=0.1


Tree=90
num_leaves=31
num_cat=0
split_feature=4 0 0 0 3 0 4 3 4 0 0 4 4 2 2 3 2 3 4 0 1 1 0 1 1 1 1 1 3 3
split_gain=0.256123 1.09566 1.06777 1.3504 0.821158 1.28976 0.711144 0.478771 0.466999 1.69612 1.33161 0.919108 0.632387 1.11325 1.99583 1.27335 2.31457 1.44813 2.26331 1.29371 1.0148 0.909521 0.923988 1.14482 0.778442 2.62008 2.3839 1.57154 1.67708 3.17615
threshold=49.110028829250005 71.249517373150013 85.57362229215002 99.983757871350008 0.079095000000000013 110.50907145210002 48.680511450650009 0.077600000000000016 45.90502654165001 97.32487278035002 90.837623311600012 47.480720532750006 43.874475754150005 -0.098345000000000002 -0.22573999999999997 0.083415000000000031 -0.085249999999999992 0.082325000000000023 44.921040431000009 96.055920542800024 72.953999827850012 83.715897724050009 105.48703166445002 88.436830201100022 75.403185184700007 72.953999827850012 74.986474174450009 75.645146416450004 0.083905000000000021 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=6 -2 -3 -4 5 -5 8 -8 12 10 -10 -11 21 14 20 17 -17 18 -15 -18 -14 24 -23 -24 25 -1 -27 -26 -29 -30
right_child=1 2 3 4 -6 -7 7 -9 9 11 -12 -13 13 15 -16 16 19 -19 -20 -21 -22 22 23 -25 27 26 -28 28 29 -31
leaf_value=-0.0004835166541866664 -0.13394981325331187 0.062668545586337096 -0.11375246931338263 -0.11159590597239465 0.049242336100696261 0.023735048088831194 0.0071140556114234381 0.060101127868992681 -0.024971741311182821 -0.040535411394604218 -0.13887283492872912 0.051503305984733232 -0.026853007999846024 -0.045984314070845855 -0.069515038955677372 0.093408158168795358 -0.15987291402255069 0.10478812302688052 0.093865444079303528 0.0035299854476371858 0.082219023769078303 -0.11190069140796173 0.022094818987503314 -0.10421549861331408 0.061080119877866004 -0.12840331896689178 -0.013598537515358281 -0.031730661847696795 0.053798733572087934 -0.011925530444748495
leaf_weight=176.14655519311782 0.7332119718193989 1.7542194947600362 1.3594775409437714 1.2428339975886049 1.9464254654594695 1.6250183588126672 3.585747253149747 3.2515846248716116 2.7601761284749937 1.680070736154448 1.6340532661415634 3.0632059022900648 1.4236894451314586 2.4249625005759281 3.3003335059620467 1.1830114144831898 1.0425098805571895 3.6756868278607726 2.2135948848444968 0.90526399621739972 2.1279986766166985 1.4132862911792461 2.393590686435346 1.0247791285364654 5.641761101782321 3.0797813158715135 4.3824469624087214 9.5925268502905947 12.888157300418245 17.119504050817341
leaf_count=1333 10 7 69 65 44 36 26 18 36 38 53 38 48 35 34 8 32 16 17 12 18 62 76 265 29 54 36 134 88 163
internal_value=-7.06049e-05 -0.0169956 -0.00617917 -0.0257417 -0.000888765 -0.034913 0.000476467 0.0323128 -0.000357164 -0.0225651 -0.0673274 0.0189032 0.000448162 0.0183514 -0.0135276 0.037437 -0.0169193 0.0579052 0.0207543 -0.0839284 0.0384976 -0.00095364 -0.0438896 -0.0157712 -4.71452e-05 -0.00294223 -0.0609803 0.0117022 0.00466741 0.0163027
internal_weight=276.615 8.66119 7.92797 6.17376 4.81428 2.86785 267.954 6.83733 261.117 9.13751 4.39423 4.74328 251.979 18.2971 6.85202 11.445 3.13079 8.31424 4.63856 1.94777 3.55169 233.682 4.83166 3.41837 228.851 183.609 7.46223 45.2419 39.6002 30.0077
internal_count=2900 231 221 214 145 101 2669 44 2625 165 89 76 2460 220 100 120 52 68 52 44 66 2240 403 341 1837 1423 90 414 385 251
is_linear=0
shrinkage=0.1


Tree=91
num_leaves=31
num_cat=0
split_feature=2 0 1 0 4 3 3 3 1 1 2 2 2 3 2 4 2 2 2 3 1 4 4 1 1 0 0 2 2 3
split_gain=0.280511 1.63743 4.66712 4.30562 3.37128 3.04411 1.62863 2.09247 1.4764 2.38509 2.74428 1.65621 2.40185 1.42434 1.421 1.1239 1.0411 2.27875 2.39232 4.0184 2.97777 2.37847 1.81387 2.59081 3.31971 2.38768 4.10643 3.65811 2.37897 1.88753
threshold=-0.065399999999999986 86.280686780500005 63.910026677050006 90.259604813550013 42.297164883650005 0.10500500000000003 0.093295000000000031 0.087405000000000024 62.020040611300011 61.987779113750001 -0.036264999999999999 -0.013805 0.11529000000000002 0.11906000000000001 -0.013805 39.344049039350004 -0.08459499999999999 -0.088099999999999998 -0.091779999999999987 0.082775000000000029 62.55235532115001 41.468518788800004 42.428475018400007 62.116825104000007 76.220476456350013 86.162394622750014 86.597924839850023 -0.081169999999999992 -0.077279999999999988 0.086355000000000029
decision_type=2 2 2 2 2 2 2 2 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 5 4 15 14 6 7 8 9 10 -2 -12 -13 -7 -3 -4 17 18 -1 -20 -21 -19 25 -24 -25 -18 -27 29 -29 -28
right_child=1 2 3 -5 -6 13 -8 -9 -10 -11 11 12 -14 -15 -16 -17 22 21 19 20 -22 -23 23 24 -26 26 27 28 -30 -31
leaf_value=0.0017154581815318226 -0.19665198005738393 0.10470668190938706 -0.048092947427423566 0.0045709712567366051 -0.029877242844791055 -0.16269859611814172 0.028423174877420777 -0.14444489821233664 -0.10025017829044224 0.10530160204241451 0.10893570154840262 -0.15418051298253949 0.032868910513992489 -0.035591967724697957 0.040138211962370995 -0.15949446607912779 0.024242856684866611 -0.036145226078363034 0.036521053559987658 -0.17036765137738322 -0.039349697113702731 0.061853548350362643 0.042840445248937015 -0.10744423463008433 0.035411419006199527 -0.1893254811549733 -0.040099386126790579 0.061094926374540864 -0.035393015569971362 -0.17766827839066979
leaf_weight=113.1046852247382 0.80956640839576799 8.3226836770772934 1.6883183121681207 52.798448977533553 3.6240036562085143 1.9254769221879535 8.575685258721931 1.4008312281803217 1.5519836600869892 1.8320819344371555 1.1131209945306189 1.0680877350387201 1.9214539458043871 1.6261845731642095 5.7724236845970163 1.9534724249970166 5.4790266146883395 3.1995529529231126 3.7940680678002519 2.8407105384394526 4.4555716721224599 10.960638929391278 9.5032756384462136 3.3961246944963923 3.1221488056471571 1.9207170605659509 1.7675748247420475 3.5314874456089518 9.244150981015979 2.2888635672279634
leaf_count=1369 6 37 12 636 22 26 54 34 29 7 7 80 17 21 33 31 31 34 22 27 42 54 44 29 27 14 19 21 79 36
internal_value=-7.21789e-05 0.00428778 0.0113733 -0.00268291 0.0561462 -0.0197887 -0.00332333 -0.0313985 -0.0123105 0.0079259 -0.0283917 0.00481063 -0.0339591 -0.104501 0.0782637 -0.107849 -0.00241521 0.0017029 -0.00263055 -0.0469532 -0.0903598 0.0397103 -0.0165696 0.00953655 -0.0390187 -0.0338304 -0.0507978 -0.0349903 -0.00872148 -0.117723
internal_weight=274.592 95.9838 74.1594 56.4402 17.7191 21.8245 18.2728 9.69713 8.29629 6.74431 4.91223 4.10266 2.98954 3.55166 14.0951 3.64179 178.609 138.355 124.195 11.0904 7.29628 14.1602 40.2534 16.0215 6.51827 24.2318 18.7528 16.8321 12.7756 4.05644
internal_count=2900 1052 771 679 92 281 234 180 146 117 110 104 97 47 70 43 1848 1548 1460 91 69 88 300 100 56 200 169 155 100 55
is_linear=0
shrinkage=0.1


Tree=92
num_leaves=31
num_cat=0
split_feature=3 3 2 3 0 2 2 3 3 3 0 4 2 4 2 1 3 3 0 4 1 1 2 3 3 3 2 3 2 2
split_gain=0.254609 0.735927 0.558594 0.629532 0.494779 1.1688 1.02981 0.545657 1.4267 2.21146 0.827105 0.861849 2.05911 1.2331 2.75326 2.08202 0.913328 0.778997 0.668159 0.636488 0.564447 1.46994 0.798465 2.73122 6.00419 2.75545 2.07044 3.21172 1.7299 1.73888
threshold=-0.25765499999999997 -0.26439499999999999 -0.23361999999999997 -0.5582649999999999 114.06859001680002 -0.088099999999999998 -0.012769999999999998 -0.093074999999999991 -0.079549999999999996 -0.087385000000000004 105.48703166445002 41.468518788800004 -0.079074999999999993 38.938637541200009 -0.033594999999999993 62.55235532115001 -0.15684499999999998 -0.24523500000000001 90.662873533100012 47.137898133050008 57.729261435100007 60.474177186300004 -0.065399999999999986 0.083795000000000022 0.086520000000000027 0.084795000000000023 -0.074434999999999987 0.092095000000000024 -0.0086649999999999991 0.06041500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -6 -7 10 9 -9 11 13 16 14 15 -2 19 -15 -18 -13 -10 -22 26 28 25 -25 -23 -28 -24 -30
right_child=4 -3 -4 -5 5 6 -8 8 20 -11 -12 12 -14 17 -16 -17 18 -19 -20 -21 21 22 23 24 -26 -27 27 -29 29 -31
leaf_value=-0.0043829363483725639 0.029864415798502797 -0.08686754527620591 0.0067490442101545856 -0.12483096419153927 -0.12563295708261507 0.063347253470953949 -0.10558212471212874 -0.1622021626422642 0.039758306899431835 -0.010387931138763599 0.065422504870711384 0.042189038064658277 -0.10407456434500546 0.010407815299051134 0.056369230757234483 -0.13251158506086855 -0.12808151849457744 0.069796653991550481 -0.00058445964456314999 -0.011352610797085095 -0.06824260617991755 -0.00078432303443582937 0.078000170479940054 -0.036693401738160145 0.0079164248401411199 -0.19934507258901471 -0.14054277481655442 -0.0056825353477875807 -0.079834399401623402 0.036381036618328311
leaf_weight=1.0160342335002495 1.2541617332026374 1.2663306346512389 7.2961607574834479 0.75740006307023477 1.0328218783979539 1.1376324794255195 0.52851831164298246 1.3727424425305796 3.5878424395341417 3.1875546086812383 2.7790507376193991 5.0805161795578915 2.0085309332353001 3.5736147463321686 3.2606815290637403 2.1320956740528345 0.79556859983131356 5.7824332155287248 0.85040115751326084 3.9437711907085031 3.1322877813363439 133.38496687964653 8.1557511128485185 2.1216370265465221 55.458925890445244 2.0458947360166349 2.75919220666401 4.9054950214922428 1.6272423146292556 6.1662899318616837
leaf_count=26 26 24 123 55 135 34 88 33 37 39 31 44 66 21 26 27 34 34 19 40 53 1146 50 27 464 46 25 37 18 72
internal_value=-6.24884e-05 -0.0154569 -0.00548625 -0.055824 0.00054467 -0.0420503 0.00976131 0.000987914 -0.000716246 -0.0560871 0.013333 0.00828596 -0.0111889 0.0237154 -0.00921785 -0.0723727 0.00629557 0.0471126 -0.0622093 0.0187904 0.000414324 -0.00022802 0.000755435 0.00904951 -0.000782416 -0.116541 -0.00368861 -0.0542305 0.0458062 0.012116
internal_weight=272.402 10.3359 9.0696 1.77343 262.066 2.69897 1.66615 259.367 227.906 4.5603 31.4608 28.6818 12.6788 16.003 6.64694 3.38626 10.6703 9.35605 1.64597 9.02429 223.346 219.758 216.625 75.5757 59.6265 4.16753 141.05 7.66469 15.9493 7.79353
internal_count=2900 228 204 81 2672 257 122 2415 2047 72 368 337 203 134 79 53 137 55 53 84 1975 1938 1885 677 537 73 1208 62 140 90
is_linear=0
shrinkage=0.1


Tree=93
num_leaves=31
num_cat=0
split_feature=2 4 4 0 1 4 3 0 1 3 3 3 3 2 0 1 1 1 2 4 2 4 2 4 2 1 4 3 3 2
split_gain=0.277908 1.07696 2.52487 1.32664 2.76164 2.22846 2.83958 1.26998 1.85767 1.71775 2.82849 2.57404 1.65791 1.62227 1.5006 1.15516 1.07935 1.61751 2.8928 1.39942 1.53733 1.0234 0.902119 2.18018 2.12231 1.77566 3.06805 2.63884 3.35514 3.21557
threshold=-0.11808 38.771633980050005 38.115457128050004 90.337570099350003 71.090898343450007 35.131296350900008 0.10500500000000003 98.615332683000005 82.987325570650015 0.093925000000000022 0.097615000000000021 0.083185000000000023 0.080515000000000017 -0.18126999999999999 90.337570099350003 89.912793714750009 62.245871094250013 58.549241164900003 -0.23401999999999998 44.611732354850012 -0.23871499999999998 37.272044000450002 -0.088099999999999998 35.461062230100005 -0.085734999999999992 75.465019721650009 41.261521012900012 0.085880000000000026 0.088105000000000017 -0.095714999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -1 9 13 11 -11 12 16 -9 -12 -10 17 -3 -19 -18 -21 -6 23 -2 -24 27 -27 29 -29 -25
right_child=22 7 -4 4 21 -7 -8 8 15 10 14 -13 -14 -15 -16 -17 19 18 -20 20 -22 -23 24 25 -26 26 -28 28 -30 -31
leaf_value=-0.14564557081031901 0.061634777522577379 0.018285792928225492 -0.16056547407710178 -0.14683203822423682 0.039747490665141737 0.060280240691736153 0.1105428496490212 -0.018889809193799723 0.035424089782503311 -0.097985637176075946 -0.024172209128730537 0.058553133769406421 -0.093702818572925686 -0.12004379679131932 0.051018441128401551 -0.10541008846403335 0.070645998236230703 0.015523985142686875 -0.17069925970558439 -0.1159363395323862 0.028031131054837535 -0.11250706969541169 0.04508470685708546 0.04558561356930859 -0.0016164061926837283 0.085725904030711855 -0.034593528064127389 -0.13404114368117359 -0.033123844268196166 -0.055450582703590712
leaf_weight=1.3899500985862672 3.4834151717368504 7.2409104931284727 1.1888553297321767 1.7636848017573354 2.3857026160258106 4.5667110763024539 0.62818159162998188 4.8604373661801219 5.9315790007822216 3.0469176098704329 5.6296537811867875 16.13886282639578 1.5535826548002649 2.3530228841118497 5.0219396762549877 0.64581653823552176 5.5157031584531051 1.9203241108916702 1.4747886019758878 0.97839839616790092 3.0661463786382259 0.54172116133850057 10.476634643273426 7.6811972111463547 136.71557285571907 3.8791669056517986 4.6713935238658451 4.1230521732941297 16.392118601128459 5.3396824616938812
leaf_count=62 37 93 28 18 108 42 3 62 93 30 37 82 17 62 27 113 39 21 20 49 56 29 66 46 1374 31 49 33 130 43
internal_value=-6.23305e-05 0.00498061 -0.0219573 -0.0073434 -0.0479817 0.0216077 -0.0659021 0.0101165 -0.0168397 0.0173227 -0.0130251 0.0282948 0.00584254 -0.0518861 0.0112782 0.021596 0.0135 -0.00841747 -0.0653687 0.0378837 -0.00679542 0.0115727 -0.00209882 -0.0143937 0.00170762 -0.0206864 0.0199923 -0.0310581 -0.0534058 0.00415207
internal_weight=270.605 77.8429 12.4648 11.276 4.69111 6.58484 2.01813 65.3781 13.7909 51.5872 13.6985 37.8887 21.7499 7.21346 10.6516 6.5774 20.1963 10.636 3.39511 9.56025 4.04454 2.92742 192.762 45.57 147.192 42.0866 8.55056 33.5361 20.5152 13.0209
internal_count=2900 1091 290 262 155 107 65 801 330 471 94 377 295 124 64 206 278 134 41 144 105 137 1809 369 1440 332 80 252 163 89
is_linear=0
shrinkage=0.1


Tree=94
num_leaves=31
num_cat=0
split_feature=1 0 3 1 1 3 1 1 2 4 3 3 0 1 2 2 2 3 3 3 3 3 3 1 4 2 2 0 4 1
split_gain=0.287113 2.79449 2.72274 2.56639 1.44257 1.90196 1.2323 4.44921 1.31058 1.09925 1.08314 1.09851 2.49557 2.05139 1.18588 5.28241 3.09597 2.17848 5.72621 2.45678 4.69223 1.54076 1.48001 1.33668 1.72121 3.18771 1.97237 1.44803 1.31861 2.81124
threshold=71.090898343450007 96.055920542800024 0.082775000000000029 70.865067860500019 70.343506983200015 0.08494500000000002 72.953999827850012 74.986474174450009 -0.096499999999999989 43.968221017800005 0.43162500000000009 0.12064000000000002 86.692020874450009 61.93938686740001 -0.053019999999999991 -0.042409999999999996 -0.063985 0.084365000000000009 0.086520000000000027 0.087530000000000011 0.092425000000000021 0.10236000000000002 0.11207500000000002 62.55235532115001 39.468990633150007 -0.12835499999999997 -0.094344999999999998 91.523180134850023 35.818873074050011 64.321360770950022
decision_type=2 2 2 2 2 2 2 2 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 10 -6 8 -8 -3 -2 11 14 13 -13 16 -16 22 28 -19 -20 -21 -22 23 -1 25 -25 -26 -27 -17 -30
right_child=1 6 -4 -5 5 -7 7 -9 -10 -11 -12 12 -14 -15 15 17 -18 18 19 20 21 -23 -24 24 26 27 -28 -29 29 -31
leaf_value=-0.0078101876166348453 -0.053861946227187533 0.089924824634195974 -0.11376749942270303 0.078914128291128607 0.036473197634758238 -0.11286938482562997 -0.1262395097783717 0.0030455666103642448 0.0076372491564629559 0.024448997012024798 0.060853135180925083 -0.013271864670420273 0.030322807976995388 -0.13706634740864179 -0.15896973875585702 0.097226952819490176 0.059831713845046403 -0.19684081128009151 0.079951539462056492 -0.10475314015295921 0.039923764206723583 -0.023338788333877983 0.077120284192919775 -0.088809813756761086 0.04601200316784753 0.044036237035338613 -0.025487673190926215 -0.02894826076845813 0.055965705764163445 -0.041865758819902024
leaf_weight=66.871710823150352 3.4437692416831833 3.1098743048496544 4.29277719988022 4.2597277718596152 1.3076414240058505 2.4515214533312246 2.7757354573113835 64.885604289593175 5.1255140425637347 3.7382064945995808 3.0407514758408061 2.6083361823111755 3.6601192131638527 2.7497371409554034 2.3100724963005623 2.2923173755407324 10.363435287959872 1.7280208908487136 2.7854407429695156 4.9625736522721153 7.4061899661319321 8.0173819186165911 2.6043012887239447 3.9104549641488111 19.536961180157959 7.016469953581689 4.8075550943613079 4.4377316143363714 6.9248462793766503 5.1008284401614219
leaf_count=526 40 18 110 23 22 56 54 1092 37 75 16 15 19 39 21 12 47 31 19 62 51 54 12 46 141 33 30 26 121 52
internal_value=-5.82109e-05 -0.00476661 -0.0507611 0.00221267 0.000365652 -0.0609199 0.00218726 -0.00225822 0.038711 -0.0131012 0.0016963 0.000638765 -0.0333247 -0.0768026 0.00254028 -0.0120179 0.00759737 -0.00336186 -0.0212342 -0.00813832 -0.0201744 0.00703903 0.00263949 0.000819549 0.0153523 -0.0108543 0.0318922 0.0157597 0.0277189 0.0144694
internal_weight=268.526 87.3715 11.4748 181.154 176.894 3.75916 75.8967 67.6613 8.23539 7.18198 173.135 170.094 9.01819 5.35807 161.076 41.5277 119.549 39.2176 24.8996 23.1716 20.3861 15.4236 109.185 106.581 39.7092 15.3647 24.3445 11.4542 14.318 12.0257
internal_count=2900 1426 225 1474 1451 78 1201 1146 55 115 1373 1357 73 54 1284 423 861 402 217 186 167 105 814 802 276 105 171 59 185 173
is_linear=0
shrinkage=0.1


Tree=95
num_leaves=31
num_cat=0
split_feature=2 1 0 0 1 3 3 3 1 0 3 2 2 2 0 2 3 2 4 4 3 2 0 0 3 3 0 0 0 4
split_gain=0.272148 1.68463 2.47353 1.50203 2.40241 2.16872 1.45262 1.54435 2.73166 2.4077 1.6575 1.52409 1.46607 3.19752 1.39326 1.32009 3.97871 1.30998 1.15785 1.08001 1.6014 1.20661 1.06759 2.10896 0.909104 0.864028 0.850525 0.706187 1.50968 0.655925
threshold=-0.033594999999999993 81.524804347700012 107.15656416340002 94.776214472700005 69.873026810350026 0.076825000000000018 0.11747500000000002 0.084365000000000009 62.132955852800002 88.576630023850015 0.093295000000000031 0.090855000000000033 -0.013805 0.11529000000000002 108.08677067655002 -0.053019999999999991 0.086355000000000029 -0.062629999999999991 39.852039223600009 41.811877919650009 0.070195000000000021 -1.0000000180025095e-35 98.201310130900012 101.06989495610001 0.10273500000000002 0.091885000000000022 86.345209775600011 96.249489528150022 100.37896121655002 40.259171735100004
decision_type=2 2 2 2 2 2 2 2 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 3 -3 4 6 27 7 19 10 -10 12 -11 -9 -14 -4 17 -17 29 -19 21 -21 -2 -7 -24 -12 -6 -18 -5 -29 -1
right_child=1 2 14 5 25 22 -8 8 9 11 24 -13 13 -15 -16 16 26 18 -20 20 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.011756829761393549 0.10060937751129753 -0.12475052075188367 0.12337265719761573 0.026604358444208977 -0.10802082323524898 0.074825543333608344 0.058930307970209206 0.039718707349933789 -0.15365191995762295 0.012120448617823578 0.069899890286377386 -0.089293273931203621 -0.19478147951715621 0.02915919398645439 -0.030526431473362786 0.023478770268494251 -0.15435905744772996 0.06739246130776709 0.0033648386709253402 -0.12192658268081058 0.044355908564620683 0.019831044780729761 -0.039508342410698796 0.061258799972237266 0.00079584685508474217 0.00085937557416098536 -0.069431962462652777 -0.11639996305908665 0.017436300609571131 0.0017910604541611617
leaf_weight=49.779663204841199 2.7039858144707978 2.3630164812784633 0.82124687312170896 1.6791803054511572 2.6836600549286227 7.9774152045138207 4.5824569651158518 1.4944169353693713 2.1296018112916482 3.5561131723225117 4.4024764578789473 2.5406248355284333 1.3007057884242414 1.250667792977765 2.0734060730683268 5.7137545442674291 1.6963133735116569 5.258525903511325 6.1014190623536706 1.0633935228106559 1.2719148844480512 5.8493459082674253 3.2677774652838689 5.6995701245032251 3.3541469029150903 1.0005755133461205 3.868403686909005 1.7718793302774432 1.60742114437744 126.67629440406745
leaf_count=656 22 74 5 9 57 52 33 9 31 22 25 32 25 19 157 32 24 28 38 78 15 48 38 42 24 15 32 25 19 1214
internal_value=-5.78543e-05 0.00548376 -0.0488357 0.0101513 -0.00158949 0.0310597 0.00638731 -0.00140041 -0.0178794 -0.0621147 0.0129527 -0.0301405 -0.0389364 -0.0850071 0.0131365 -0.00190729 -0.035136 8.81138e-05 0.0330033 0.0289114 -0.0313616 0.0453677 0.0482131 0.0245384 0.0400177 -0.0784508 -0.0953206 -0.0264004 -0.0527385 -0.00203091
internal_weight=265.539 66.445 5.25767 61.1873 39.1841 22.0032 35.4999 30.9174 20.0288 8.22634 11.8024 6.09674 4.04579 2.55137 2.89465 199.094 11.2785 187.816 11.3599 10.8886 2.33531 8.55333 16.9448 8.96735 7.75662 3.68424 5.56472 5.05848 3.3793 176.456
internal_count=2900 876 236 640 455 185 383 350 187 85 102 54 53 44 162 2024 88 1936 66 163 93 70 132 80 49 72 56 53 44 1870
is_linear=0
shrinkage=0.1


Tree=96
num_leaves=31
num_cat=0
split_feature=1 0 3 1 1 3 2 1 1 2 4 0 3 0 2 2 4 4 4 4 3 0 1 3 0 0 0 2 2 3
split_gain=0.247591 2.38647 2.60116 2.00643 1.31095 1.64691 1.04236 0.959429 3.9149 1.17124 0.946459 2.08003 2.42303 2.1729 2.64596 1.95169 1.67703 1.91418 1.8073 1.91558 1.58852 1.45366 2.92089 1.82197 1.56104 2.22691 1.55195 1.4247 1.2444 1.20781
threshold=71.090898343450007 96.055920542800024 0.076580000000000023 70.865067860500019 70.343506983200015 0.08494500000000002 -0.16717499999999999 72.953999827850012 74.986474174450009 -0.096499999999999989 40.823855932350007 100.13162306855001 0.087265000000000023 101.47316367565001 -0.088944999999999996 -0.156745 40.922041107600009 42.280042771400005 42.599563320500003 44.710446918150005 0.088990000000000027 97.152811460000024 76.919475570250015 0.088670000000000013 97.671683879200017 99.983757871350008 103.44649194340002 -0.18126999999999999 -0.21094499999999999 0.074640000000000026
decision_type=2 2 2 2 2 2 2 2 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 6 4 -1 -6 -2 9 -9 -3 21 12 -12 -13 15 28 -16 -18 -19 -20 -14 -10 23 -23 -24 -26 -27 -28 -15 -30
right_child=1 7 -4 -5 5 -7 -8 8 10 -11 11 13 20 14 16 -17 17 18 19 -21 -22 22 24 -25 25 26 27 -29 29 -31
leaf_value=0.0016773997370322655 0.049372746919570748 0.083827668622800666 -0.09622858798090167 0.070450157581675568 0.030812600109743668 -0.11163188637328376 -0.038610673206189224 -0.12336588426585936 0.048255273185595277 0.0049379168405164235 -0.02586616416358746 -0.072063466912771976 0.11598204300173963 -0.061664395712466027 0.12561236833498696 -0.11640186237087735 -0.087976141205250935 0.10336350972303116 -0.062946932957782933 0.044491622800278879 0.033942682391967766 -0.0048516884834980296 0.10408370848579818 -0.13381925664754571 -0.10290930176188032 0.02067579564800397 0.056094297773095506 -0.1124009043751399 0.098655845041327961 -0.020429174773683251
leaf_weight=169.88252858479973 2.4559608087874949 3.0160793864633888 5.5401414919178933 4.1909374604001632 1.2726604756899171 2.2407846285495907 2.9808432711288315 2.556158084422349 3.4411405213177231 5.0046739345416409 3.5021124584600321 3.9477730402722981 4.3459945768117887 2.41420157710672 1.7839579796418572 2.2333647096529621 1.4050807516905468 2.9109760551364143 2.4142735609202646 5.3082870023790747 5.1653733793646097 1.6610860438086117 1.2792131528258348 3.2167060258798301 2.2497409658972165 11.046650535165098 0.69112992921146066 1.8320333391820844 1.519232801627368 1.9383394122705793
leaf_count=1373 33 18 148 23 22 56 44 54 15 37 33 40 14 73 5 88 42 18 43 79 33 16 5 41 39 121 76 231 12 68
internal_value=-5.21737e-05 -0.00446106 -0.0480056 0.00207946 0.000426953 -0.0600348 0.00113397 0.00192199 -0.00199839 0.0346032 0.00282591 0.0126339 0.0452452 -0.00376728 0.00852847 -0.0368353 0.0351284 0.02172 0.0362148 0.0109035 0.0714286 -0.0121802 -0.0216433 -0.0899006 -0.00217147 -0.0107636 0.00451329 -0.0662477 -0.00657174 0.0318959
internal_weight=263.447 85.8605 10.9769 177.587 173.396 3.51345 5.4368 74.8836 66.8628 8.02075 64.3067 38.889 13.0135 25.8755 21.9277 8.10514 13.8226 12.0386 10.6335 7.72256 9.51137 25.4177 21.9766 4.87779 17.0988 15.8196 13.5698 2.52316 5.87177 3.45757
internal_count=2900 1426 225 1474 1451 78 77 1201 1146 55 1092 548 80 468 428 241 187 182 140 122 47 544 529 57 472 467 428 307 153 80
is_linear=0
shrinkage=0.1


Tree=97
num_leaves=31
num_cat=0
split_feature=4 3 3 2 3 0 4 3 4 2 3 4 2 2 4 4 3 3 4 0 1 2 0 3 3 1 0 1 4 4
split_gain=0.264538 1.20917 0.937673 0.950606 0.634036 0.823089 0.483194 0.537947 0.529447 1.14806 0.985465 1.33494 0.591837 0.551577 0.543609 1.43552 1.38183 2.72491 1.30666 0.898813 1.8027 1.71359 1.68405 1.15145 2.1092 2.0412 2.08827 1.96304 1.6601 1.83432
threshold=49.275256100300005 -0.25095999999999996 -0.17732499999999998 -0.15726999999999999 0.079095000000000013 110.08967198375002 48.680511450650009 0.076080000000000023 46.177190236600005 -0.23378499999999999 0.074640000000000026 47.833738492450003 -0.25397999999999998 0.68694500000000025 43.19689381845 42.773538294100007 0.08594000000000003 0.10236000000000002 42.988308018450006 85.775256651950016 61.998532946250002 -0.088099999999999998 86.232294534150014 0.081550000000000025 0.08708500000000001 64.321360770950022 97.32487278035002 62.245871094250013 43.673409002000007 43.968221017800005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 4 5 -4 8 -8 13 12 -11 -12 -10 14 15 -1 18 -18 -17 20 21 -16 -21 -24 27 -26 -27 -25 -29 -30
right_child=1 2 3 -5 -6 -7 7 -9 9 10 11 -13 -14 -15 19 16 17 -19 -20 22 -22 -23 23 24 25 26 -28 28 29 -31
leaf_value=0.00037194869671753011 -0.13063187782334507 0.065655773577728116 -0.1113444084938271 -0.10616336819740035 0.039284601156062415 0.03632890386471168 -0.0013458044141312654 0.051837708780145299 -0.0096971967866716566 0.03602108389209846 -0.13314063942736143 0.010917798124990255 -0.13033107099208427 0.044036719007326114 -0.079878561622711119 -0.05027070117081836 -0.1193878095765107 0.0081131356745911109 0.036016112565192701 0.080687731788116959 -0.088552645633342975 0.069744306666502151 0.03789599106201634 -0.15202957512517945 0.084570887563386432 -0.11688284227482888 0.034004596994908542 0.04539881808875737 -0.18302133253959296 -0.0052976155073664911
leaf_weight=190.07968617176084 0.85589095158502448 1.4752056351862846 0.87213256442919351 1.1179645252996118 1.8666595457470974 0.66540538903791457 3.7974605327472082 3.8101155962795019 0.58665385236963619 2.9647031056229016 1.0856010051793421 1.578674920951016 1.3257480377797035 2.8783335384214288 1.1150650383206087 3.1368036550120433 3.9228030761005357 2.9268148561241105 3.983913209172897 3.9119587559253004 2.4569285282050259 2.4412432655226466 8.6361651391489449 1.498447373509405 3.3481746502220631 1.4527642235625537 2.4882289984961972 2.088857521477621 0.96688228426501188 1.4541697198292238
leaf_count=1897 15 14 36 117 23 14 32 24 13 25 37 19 49 33 53 32 68 29 36 16 44 36 99 9 12 34 23 16 15 30
internal_value=-5.4816e-05 -0.0194419 -0.00357386 -0.0261577 0.000116721 -0.0474353 0.000468405 0.0252902 -0.000298187 -0.0263858 -0.00364367 -0.0477811 -0.0933251 0.000525711 -5.16816e-06 -0.00190195 -0.0328405 -0.0649072 -0.00199478 0.0121434 -0.022679 0.0228307 0.0202451 0.00946497 -0.00899974 0.0271589 -0.0216169 -0.0528664 -0.0199188 -0.0762742
internal_weight=260.789 6.85326 5.99737 4.52216 3.4042 1.53754 253.936 7.60758 246.329 7.54138 5.62898 2.66428 1.9124 238.787 235.909 204.05 13.9703 6.84962 7.12072 31.8589 6.01324 3.55631 25.8456 21.9337 13.2975 7.28917 3.94099 6.00836 4.50991 2.42105
internal_count=2900 219 204 190 73 50 2681 56 2625 143 81 56 62 2482 2449 2062 165 97 68 387 133 89 254 238 139 69 57 70 61 45
is_linear=0
shrinkage=0.1


Tree=98
num_leaves=31
num_cat=0
split_feature=0 3 2 3 1 1 2 2 4 4 3 2 2 1 2 3 2 2 4 2 3 1 3 2 2 1 1 1 2 1
split_gain=0.261383 0.720805 0.803987 0.883092 0.429574 0.527545 0.379397 0.507835 1.12082 0.993406 0.851342 0.711101 1.35595 0.839227 0.584717 2.35192 1.99781 1.23269 1.45123 1.16882 1.11374 1.19265 1.98591 0.67312 1.04197 1.46826 0.489294 3.0969 1.99504 1.63872
threshold=113.28087178455002 -0.15684499999999998 -0.16187499999999996 -0.22125500000000001 93.464246905050018 93.985807782350022 0.68694500000000025 0.25677000000000011 40.08085804200001 37.020641110850008 0.094415000000000013 0.20327000000000003 0.18145000000000003 67.203387886850024 0.048530000000000011 -0.11050499999999999 0.072320000000000023 0.022230000000000003 40.982542372850013 0.11529000000000002 0.11112000000000002 76.763544998700013 0.087725000000000011 0.06041500000000001 0.049615000000000013 71.429644067900014 71.090898343450007 71.52105164435001 -0.11420499999999999 70.865067860500019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 -3 -6 7 11 9 -9 -11 12 14 -13 17 -16 23 26 -19 -18 21 22 -21 24 -17 -26 29 28 -28 -1
right_child=1 4 3 -5 5 -7 -8 8 -10 10 -12 13 -14 -15 15 16 19 18 -20 20 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0012452066131917443 0.10791142986415135 -0.11668488675931332 -0.12170553267244125 0.039198757307782398 0.10360996903587633 -0.10112120367463667 0.034630894573754394 -0.072903828235843807 -0.10623953825552024 -0.022628187826597857 0.066464417663936431 0.080631487378164154 -0.072774831326140779 0.0057037838558022733 -0.11544850680112624 0.1013254222979813 -0.054523605119469236 -0.16059913658961233 -0.0052649212130734648 0.052440233207871882 0.096397065569226809 0.066108232857334609 -0.089099536359212361 0.10753051576929724 0.076114452564422175 -0.12305859463063336 0.012435050889844992 -0.001146398658406397 -0.12917422473194473 0.065121773999590238
leaf_weight=150.76293308765162 0.61076759931165758 1.0125245806557348 0.59646497224457573 0.79667126224376272 0.24001941684400652 0.26462467607780127 3.1812768685631445 1.6560239035170514 1.4075480008032171 2.3410547461826354 1.9794406115543095 2.3789783429820082 2.5485343484324394 4.0222106319852173 1.2252204031683529 1.4211880327202409 2.7250622541178 1.0451488140970462 1.4167621347587553 1.7266544238664208 1.5846236646175382 1.9649967348668722 2.3275840640999377 3.023103378713131 0.77934491634368874 0.70486743742367253 1.4344480233266947 56.639233979309211 3.2465254263952366 4.1261814162135115
leaf_count=1189 20 64 39 14 6 161 33 44 39 31 12 18 21 35 62 8 40 11 38 19 9 38 28 17 10 31 17 763 62 21
internal_value=-6.01899e-05 -0.0271204 0.0122482 -0.0296917 -0.0791191 -0.00374672 0.000312483 -0.00011992 -0.0259585 -0.00705125 0.0181897 0.000658501 -0.000223548 0.0335504 0.000559414 0.0181576 0.0282266 -0.000847551 -0.0712086 0.0016686 0.0218067 0.00217004 -0.0288193 0.0744973 0.0401259 -0.0184748 -4.63711e-05 -0.00760697 -0.0857792 0.00294685
internal_weight=259.19 3.52107 2.0039 1.39314 1.51717 0.504644 255.669 252.488 7.38407 5.97652 4.3205 245.104 238.702 6.40119 236.154 17.4826 16.2574 218.671 2.46191 10.3289 7.60386 6.01924 4.05424 5.9285 2.9054 1.48421 216.209 61.3202 4.68097 154.889
internal_count=2900 304 73 53 231 167 2596 2563 126 87 43 2437 2384 53 2363 262 200 2101 49 134 94 85 47 66 49 41 2052 842 79 1210
is_linear=0
shrinkage=0.1


Tree=99
num_leaves=31
num_cat=0
split_feature=4 4 4 2 3 1 3 4 4 3 0 0 0 1 2 2 0 1 1 1 3 4 2 2 2 2 4 1 2 1
split_gain=0.231085 0.672376 0.450106 1.26178 1.05672 1.99943 0.529154 0.468993 1.27406 1.88111 0.761169 2.58402 1.13347 1.56507 1.44112 1.18595 0.981717 1.12151 1.84249 2.13688 1.60903 0.771641 1.31634 0.669254 0.496926 0.564361 2.69511 1.76587 1.06237 0.854374
threshold=48.988717865950008 48.680511450650009 45.90502654165001 -0.23378499999999999 0.074640000000000026 70.182199495350019 0.088670000000000013 43.19689381845 43.082598263550004 0.085245000000000029 100.24991522630002 107.81523640540001 85.775256651950016 61.998532946250002 -0.088099999999999998 -0.24198 86.280686780500005 62.245871094250013 64.071334164850015 71.52105164435001 0.082325000000000023 43.812290675100009 -0.22573999999999997 -0.10098 0.68694500000000025 0.22542000000000004 40.08085804200001 68.961639504150014 0.20327000000000003 83.715897724050009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 6 -5 -6 -4 8 24 -10 12 -12 13 14 15 -9 -14 -18 -19 20 -20 -21 -23 -15 25 28 27 -27 29 -1
right_child=-2 -3 3 4 5 -7 -8 10 9 -11 11 -13 16 23 -16 -17 17 18 19 21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00038673711939670678 -0.016091444353392974 0.035754344584636312 -0.12455472669053869 0.036453066142140576 0.019054045914465488 -0.15907985777680381 -0.012873598004321305 0.058347272126349652 0.032960143287430618 -0.11264307706842087 -0.102541961759402 0.048249832060002051 0.071529594869979882 -0.018309244738060226 0.067112962777447452 -0.15665744248839508 -0.033749635501038017 0.097993419904030932 0.023367653968258482 0.095140533545043426 -0.10813990077708105 0.085137860829471015 -0.033426770565997431 -0.12683416878558093 0.049183862458140049 0.042846411933650227 -0.13962276349794464 -0.05415723567370237 0.055248914905077919 -0.054730604809625195
leaf_weight=183.10458740690956 8.6857805139152315 5.2952923886477938 1.4347217429894956 3.399371105944736 1.689100928604603 1.0050215018563902 0.60237329645315174 0.42071124428184725 1.4116697873105288 2.3887485231971368 2.2315038363449267 2.3157571062329225 4.3837267048656967 0.95114522054791484 2.3247651986312183 0.65747719397768378 3.3082869425416019 3.1494435667991629 1.6900750235654398 2.151657264214009 2.0698325345292687 1.707730549387642 2.0731420679949144 1.4115241124818565 2.024180967535357 4.3026388087309879 1.6726316862332167 3.3283324538060697 3.4873541723936787 2.8562337335242765
leaf_count=1499 242 33 65 30 18 44 8 22 17 38 31 34 18 12 34 29 16 12 20 14 37 18 45 32 24 31 46 82 20 329
internal_value=-5.78348e-05 0.000501799 -0.000264654 -0.0233972 -0.000619837 -0.0473974 -0.0915304 0.000534253 -0.0011989 -0.0585586 0.0120285 -0.0257491 0.0185604 -0.0206177 0.0227951 -0.0727622 0.029561 0.0181693 0.0315445 0.00995266 -0.0490274 0.0473329 0.0201261 -0.083145 -0.000113154 -0.000615218 -0.0246612 0.000537199 0.000565656 -0.000459828
internal_weight=257.535 248.849 243.554 8.13059 6.09349 2.69412 2.0371 235.423 204.576 3.80042 30.8468 4.54726 26.2995 5.76562 3.40295 1.07819 20.5339 16.1502 12.8419 9.69244 3.75991 5.93253 3.78087 2.36267 200.776 198.752 9.3036 7.63097 189.448 185.961
internal_count=2900 2658 2625 165 92 62 73 2460 2086 55 374 65 309 129 85 51 180 162 146 134 57 77 63 44 2031 2007 159 113 1848 1828
is_linear=0
shrinkage=0.1


Tree=100
num_leaves=31
num_cat=0
split_feature=2 4 2 3 1 4 2 2 1 1 1 0 0 0 2 0 1 4 2 1 3 4 4 3 2 0 3 3 0 3
split_gain=0.221678 0.863441 0.860152 1.298 0.863015 1.78017 1.63606 1.49973 1.02092 0.827912 0.82102 2.11495 1.98434 2.32406 2.51649 4.83183 2.60297 5.10583 3.44897 2.1533 1.66197 1.81006 3.22319 1.26886 0.957285 2.61576 0.932441 5.00918 4.48713 3.20324
threshold=-0.11808 34.176526048000007 -0.11131999999999999 0.086230000000000015 61.614083433650009 35.131296350900008 -0.01762 -0.013805 60.474177186300004 77.52437864960001 62.009286778800011 85.678472159250006 85.807518149550006 87.393708446500014 -0.081474999999999992 86.280686780500005 62.084563606450011 41.21013581150001 -0.058529999999999992 62.079186690200011 0.083290000000000017 42.686561923500008 41.840895355800008 -0.038009999999999995 -0.076709999999999987 85.968825637350008 0.087265000000000023 0.085245000000000029 104.86330937810001 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 9 3 -2 5 -4 -7 -8 -9 -1 20 -12 -13 14 15 -14 17 -16 -18 -15 23 22 24 -6 -22 -26 27 -21 -29 -28
right_child=2 -3 4 -5 10 6 7 8 -10 -11 11 12 13 19 16 -17 18 -19 -20 26 21 -23 -24 -25 25 -27 29 28 -30 -31
leaf_value=-0.11683731967048626 0.019036613454317328 0.0062216095382116024 0.09552944458296829 -0.084565393374194345 0.011274055462036196 -0.1215871870987577 0.11099715073415606 -0.088435963722424127 0.045458934727495327 0.03457218678478096 -0.096688708845232091 0.053096215539370176 -0.010188607348238713 0.12086269876176164 0.0053429383180206604 -0.18707344665797299 0.066661636438332519 -0.17233215083954706 -0.054286199274254793 0.0022605890132277899 -0.036982002711144012 0.044489296536486422 -0.10104494748623521 0.084468715576316772 -0.027358027793758812 0.077411331650427462 0.040581086967065833 -0.14792867982322144 0.072147489299399528 -0.0082132380022187073
leaf_weight=1.1013901456026349 2.0282801032299167 71.734232953444007 0.89020682964473863 2.9950251338304952 4.4712288379669189 2.3090860156808048 0.76191748678684268 1.8803642476559619 0.81683324091136444 0.53733121282130003 2.3579527491820036 6.4208392463624469 3.5812532305717495 1.5135792866349209 4.4504117369651821 2.7150845751166344 6.1568427942693233 2.5407565671484917 3.8209323547780496 39.54749704155256 3.7610413739457753 6.7049973979592314 3.5873630987480274 5.0358882769942266 4.9997965879738349 4.5531821735203266 20.786562611123372 4.259235610254108 1.1839862044726031 38.139559489311068
leaf_count=63 14 982 8 30 26 28 3 98 4 46 84 31 28 5 24 20 22 29 28 487 21 39 33 19 32 23 171 64 34 404
internal_value=-5.92257e-05 0.00458201 -0.00192756 -0.0427336 -0.000771087 -0.0360902 -0.056403 -0.0128902 -0.0478865 -0.0671907 0.000607491 -0.00279733 -0.00115881 -0.00386568 -0.0324725 -0.0864643 -0.0124389 -0.0592284 0.0203453 0.00244698 0.014743 0.000525628 -0.0169153 0.050045 0.00575277 0.0225776 0.000722224 -0.0101185 -0.100059 0.00899927
internal_weight=255.643 73.373 182.27 5.02331 177.246 6.65841 5.7682 3.45911 2.6972 1.63872 170.588 137.474 135.117 128.696 23.2653 6.29634 16.9689 6.99117 9.97778 105.43 33.1135 23.6064 16.9014 9.50712 13.314 9.55298 103.917 44.9907 5.44322 58.9261
internal_count=2900 1091 1809 44 1765 141 133 105 102 109 1624 1431 1347 1316 151 48 103 53 50 1165 193 148 109 45 76 55 1160 585 98 575
is_linear=0
shrinkage=0.1


Tree=101
num_leaves=31
num_cat=0
split_feature=2 3 3 1 4 3 3 2 4 2 3 2 4 2 3 3 3 2 4 1 2 4 1 3 3 3 1 1 1 2
split_gain=0.251102 1.25097 1.48834 2.70998 1.99332 2.06892 1.50048 1.29765 1.79343 1.99284 2.43983 1.91014 1.22702 1.01324 2.72408 1.15565 1.88564 1.12507 0.952414 0.94654 1.10495 0.942239 0.906655 1.11914 0.889829 2.77976 1.44199 1.28659 1.08989 0.838725
threshold=-0.031989999999999998 0.09642000000000002 0.088395000000000015 77.52437864960001 41.289992964000007 0.091885000000000022 -0.27223499999999995 -0.016334999999999999 36.625813070500008 0.049235000000000008 -0.093074999999999991 0.090855000000000033 36.514114975300011 -0.053019999999999991 0.086355000000000029 0.10611500000000003 0.09642000000000002 -0.062629999999999991 39.852039223600009 62.55235532115001 1.0000000180025095e-35 37.858673296900008 81.320481529800006 0.090025000000000022 0.12424000000000003 0.10790500000000001 64.654729579150015 61.987779113750001 64.071334164850015 0.053395000000000012
decision_type=2 2 2 2 2 2 2 2 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 6 4 5 -4 -2 -8 29 10 -10 -11 -3 17 -15 16 -16 -1 -19 -12 -21 -14 -5 -24 25 27 -27 -23 -29 -9
right_child=1 12 3 22 -6 -7 7 8 9 11 19 -13 21 14 15 -17 -18 18 -20 20 -22 24 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0019469357012167337 -0.12385362662750315 -0.053661841973077176 -0.10413047190576562 0.069779878197937004 -0.15782161753087753 0.02590010785048262 0.059158557315832208 0.11685441120267144 0.043627802421605473 0.067492234086558203 -0.19749826417250091 -0.014654124591251675 0.083027442751343286 0.014020127275591921 -0.047570453187761388 -0.018564377557489228 -0.19311189780028001 0.063590537580698409 0.0041761784833317063 -0.011097843710193303 -0.15576650725928837 -0.025731101371886386 0.060814138376871066 -0.12537397673642511 0.063536289867738904 -0.0076164959334361878 -0.13235331185723975 0.11622097195735424 0.030842337387169051 0.022316476511605336
leaf_weight=170.4615083134413 0.85237677802797662 1.8052686638111506 2.4622972679790092 2.3454378372989599 2.0084026468975935 2.4324452211149037 4.6317237198818502 1.6745704850181966 1.3303530652483457 3.8064519879408172 1.0135733786737575 11.042124113067983 3.1036869409726959 6.4259889356326294 1.9095820067450406 1.8791279874276368 1.6675664000213144 4.9522321363328938 5.9271586760878563 1.108822164591402 1.0078017037012612 2.1338351834565419 0.63037122584501026 0.66173162282939302 4.0443435198394573 2.1269826241768892 1.6423978818638714 2.4510097503662109 3.833880054182373 2.1347996283438988
leaf_count=1870 54 26 24 18 48 20 45 9 34 49 18 206 16 41 21 18 19 28 38 15 36 17 15 28 41 21 30 10 37 48
internal_value=-5.27549e-05 0.00558175 -0.00500488 -0.037126 -0.0739328 -0.0395117 0.00683245 0.0108466 0.00116744 -0.0112036 -0.0698178 0.0064042 0.0251829 -0.00181069 -0.0301002 -0.0820617 -0.115418 4.29599e-05 0.0312212 -0.118033 -0.0799799 0.032544 0.0327243 -0.0345394 0.0228914 0.00940439 -0.0619669 0.04136 0.0641387 0.0638746
internal_weight=253.508 60.2847 39.1433 10.5407 6.90315 4.89474 28.6026 27.7502 23.1185 19.3091 4.46055 14.8486 21.1414 193.223 11.8823 5.45628 3.57715 181.341 10.8794 3.1302 2.11662 19.3361 3.63754 1.2921 16.2324 12.1881 3.76938 8.41872 6.28489 3.80937
internal_count=2900 865 667 153 92 44 514 460 415 358 103 255 198 2035 99 58 40 1936 66 69 51 172 61 43 156 115 51 64 47 57
is_linear=0
shrinkage=0.1


Tree=102
num_leaves=31
num_cat=0
split_feature=3 3 4 3 4 1 0 1 0 2 2 0 3 3 1 1 0 0 0 0 0 1 4 3 1 3 1 2 0 2
split_gain=0.22951 0.587724 2.14241 0.629149 0.486866 0.540175 0.421675 0.801584 0.409623 0.877599 0.718891 0.41326 1.00729 0.66184 0.526935 0.441754 4.2347 4.05373 2.89929 2.53277 1.9305 2.53102 1.46711 1.34448 1.20508 3.269 1.57225 1.44664 1.17614 1.18578
threshold=-0.54481999999999997 -0.25765499999999997 39.530201452500002 -0.25276999999999999 46.051945193250006 61.944763783650011 86.597924839850023 61.998532946250002 114.06859001680002 -0.088099999999999998 -0.012769999999999998 110.50907145210002 0.074640000000000026 -0.25095999999999996 90.740838818900016 66.697957758300021 90.337570099350003 89.872466842800023 90.837623311600012 92.031298721500022 90.603727454250006 67.649671936450019 38.238138001450004 -0.24637000000000001 63.910026677050006 0.09721500000000001 62.837331883000012 -0.23361999999999997 81.917319234750025 -0.22984499999999999
decision_type=2 2 2 2 2 2 2 2 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 -4 11 -10 -11 13 -13 -5 -14 16 17 22 -18 20 21 -17 28 -24 26 27 -25 -26 29 -15
right_child=1 3 6 8 -6 -7 -8 -9 9 10 -12 12 14 15 -16 19 18 -19 -20 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.043381689871898617 0.023691878747957959 0.046818155895850803 -0.17369543309579608 -0.065205703657903166 0.063012599032852834 -0.11425673483354362 -0.047696012795908377 -0.039195863786675146 -0.12384304455994262 0.053984940876511345 -0.10477788515562558 0.078322065316228387 -0.11359050038555184 0.071742773455891834 0.030364911021171722 0.078599481581121081 0.099378207704695617 -0.11218565852604739 -0.0028475418009455133 -0.00073653303358663829 -0.12474409627213788 -0.10827534652184755 0.065449270931409481 -0.0043692677040885293 0.064647466510064144 -0.1617253120110661 0.065594433490861678 -0.053850154084303985 0.047316383017524777 -0.072964042056181497
leaf_weight=0.46836766961496268 3.6976156195887588 2.8950706018367773 1.0881437139469201 1.5537205559667189 1.6015275139361618 0.40563690348062664 1.5187307343003338 0.74749408569186915 0.83414106519921949 0.95253028671140783 0.40710811439202987 1.9992066128179424 0.52505467762239255 0.82683173590339665 0.4930460688774474 1.5248957155272358 7.4228676967322809 3.2223609983921042 4.4303077189251781 100.0494509023556 2.9823467754758894 1.3812396836001424 2.8164662178605786 86.223052334156819 1.8969273772090667 1.7790123787708578 3.3362799230962983 2.254919046288705 10.746323767583815 1.7969765434390863
leaf_count=29 78 24 39 19 14 17 41 10 133 34 87 19 27 23 37 8 35 21 40 1195 50 44 13 666 16 21 22 30 65 43
internal_value=-4.72015e-05 -0.000347941 -0.0288058 0.000480136 0.0302514 -0.0297804 -0.0866755 -0.118926 -8.01023e-05 -0.0430928 0.00644757 0.000317605 0.03709 -0.000156063 -0.0438757 0.000278287 0.00426164 -0.00160909 0.0611698 -0.0044877 -0.0682227 -0.0102191 0.00158153 -0.00264542 -0.00465386 -0.0483079 -0.00176297 0.000289946 0.032661 -0.0273631
internal_weight=251.878 249.402 7.05198 242.35 2.47553 0.874005 3.35437 1.83564 239.455 2.19378 1.35964 237.261 3.01731 234.244 1.0181 232.69 126.752 114.899 11.8532 105.938 5.88848 2.90614 111.677 98.3067 95.4902 5.93086 89.5593 4.15185 13.3701 2.62381
internal_count=2900 2840 168 2672 60 46 90 49 2648 254 121 2394 83 2311 64 2292 995 920 75 1297 102 52 899 768 755 67 688 46 131 66
is_linear=0
shrinkage=0.1


Tree=103
num_leaves=31
num_cat=0
split_feature=0 1 3 0 3 1 0 1 4 4 2 2 4 4 4 0 0 0 0 2 0 2 3 2 2 1 4 2 4 2
split_gain=0.220398 1.42678 1.19413 0.931587 1.70209 0.706713 1.98436 0.605619 2.47852 3.66035 2.14221 1.16721 0.935332 1.22359 1.6066 1.52242 2.19184 1.31423 1.70204 1.04931 0.885303 1.39193 0.855419 0.810971 1.6813 1.0786 0.809343 1.16905 1.02513 0.681228
threshold=98.201310130900012 75.645146416450004 0.09495000000000002 97.550703263350016 0.092425000000000021 75.645146416450004 97.013011637200023 80.288113607700012 39.995120105550008 42.297164883650005 0.11529000000000002 -0.61225999999999992 36.735256530150004 39.211875820650008 41.792045663550006 99.983757871350008 100.67200315280002 100.13162306855001 101.99741301110002 -0.18126999999999999 101.23657936015002 0.098830000000000015 0.089850000000000027 -0.088944999999999996 -0.156745 82.844837289750004 44.710446918150005 0.20981000000000005 45.445415294500002 0.06041500000000001
decision_type=2 2 2 2 2 2 2 2 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 8 10 22 -3 -9 -13 20 15 -15 -17 -16 -19 -18 -14 -22 -10 24 -20 -25 27 -27 -28 -21
right_child=1 7 -4 4 -6 6 -8 11 9 -11 -12 12 13 14 17 16 19 18 23 29 21 -23 -24 25 -26 26 28 -29 -30 -31
leaf_value=0.00085930210756718817 -0.11560613804819152 -0.12425209495565089 -0.0069704538147869312 0.061277858895175077 -0.03526845803331867 -0.12346072152714323 0.017090318679408949 -0.13919926297527227 0.065262214929843285 -0.07845200372877667 0.035678186838484449 -0.10439778928774567 0.11188989397765231 -0.1868792653110766 0.11528582937353354 0.1228646444423212 0.041733224338125811 -0.12637693584347984 0.021477771913245538 -0.13755211535282039 0.062527215696807942 -0.11545014100905387 0.0062221507337175217 0.084541684544846285 -0.11190910918692883 -0.1111834229192727 0.11420956809242329 0.065218897552564242 -0.0034109980655631315 -0.037969701085190766
leaf_weight=188.94193380865909 2.0858631216688073 3.1327834710245979 1.9650390390306709 6.2681947899982315 2.5766887117642909 1.7096983168739814 2.4353645369410515 0.52239491899672685 5.2637544125318509 3.7396516972221425 1.1431460683234034 0.67467543376551731 1.9909594878554369 0.65299183130264538 1.3376118596643198 0.83247255533933628 0.82302599186368786 0.84108860418200393 3.9283913776889721 1.3526951164531058 1.9674107903920233 0.56580140293226566 4.5974984522908926 3.259411262581116 1.2442798908741695 1.0380962255585471 1.1628191242925825 0.58875382892438199 2.0426060088211671 1.3957931874901985
leaf_count=1670 67 84 25 36 31 84 16 26 24 54 14 147 7 5 6 3 33 9 108 69 76 23 28 16 70 50 5 5 66 43
internal_value=-3.26875e-05 -0.00611225 -0.0629084 0.00141694 0.033152 -3.67774e-05 -0.0408822 -0.000894896 -0.0150878 0.00578987 -0.0814956 0.00878138 0.0117895 0.014922 0.00453401 -0.0443873 -0.0232596 0.0205538 0.0115704 -0.0573192 0.0619921 0.0227754 0.0377366 0.0203176 -0.0106083 0.0400871 0.0101022 -0.0473438 0.0392577 -0.0869801
internal_weight=250.081 48.149 4.0509 201.932 8.84488 193.087 4.14506 44.0981 17.8768 13.6009 4.27593 26.2213 25.6989 25.0242 20.5 5.05698 4.40399 15.4431 14.1054 3.57151 4.52417 2.53321 9.86125 13.2644 5.17267 8.09169 4.83228 1.62685 3.20543 2.74849
internal_count=2900 1063 92 1837 67 1770 100 971 204 106 98 767 741 594 488 153 148 335 329 145 106 99 52 320 178 142 126 55 71 112
is_linear=0
shrinkage=0.1


Tree=104
num_leaves=31
num_cat=0
split_feature=2 1 0 0 3 1 3 3 1 0 1 3 4 3 2 0 3 4 0 2 3 2 0 3 3 3 4 0 2 0
split_gain=0.230608 1.28434 1.82955 1.06063 1.76214 1.68972 0.963887 1.22223 2.0345 1.73178 1.47201 1.17166 0.991173 1.25786 1.01182 0.956145 0.945199 1.07346 1.67091 0.928219 2.6813 1.00243 0.889543 0.831441 1.30354 0.80932 0.76283 0.719561 0.62556 1.478
threshold=-0.033594999999999993 81.524804347700012 107.15656416340002 94.776214472700005 0.076825000000000018 69.873026810350026 0.11308000000000003 0.084365000000000009 62.132955852800002 88.576630023850015 62.036171360100006 0.093295000000000031 41.811877919650009 0.070195000000000021 -1.0000000180025095e-35 90.662873533100012 0.083795000000000022 41.495754733000005 97.152811460000024 -0.053019999999999991 0.086355000000000029 -0.062629999999999991 108.08677067655002 0.10236000000000002 0.091385000000000022 0.092290000000000025 37.360990606650006 85.678472159250006 -0.08459499999999999 86.866770652900016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 3 -3 5 -5 6 7 12 10 -10 11 27 14 -14 -2 -11 -6 -18 -19 21 -21 28 -4 24 -23 -7 -16 -9 -1 -30
right_child=1 2 22 4 16 25 -8 8 9 15 -12 -13 13 -15 26 -17 17 18 -20 20 -22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0015422075737362877 0.098435918879783577 -0.11988501191890005 0.11296505183786761 -0.026416330606937061 0.098353240529572894 -0.10050752240424608 0.04905954022917302 -0.0083028966811283106 -0.13798761241489543 0.0073029908195401299 0.067274134321313211 0.01525468431952942 -0.12126078531413112 0.036528180158776728 0.068539639073947181 -0.077688382848740925 0.049002682151861716 0.060422969667129303 -0.10024541594184495 0.018353418379730237 -0.082117364201616402 0.0025385129301803144 -0.025750562207750329 -0.012201655991972919 0.087097827072008999 0.011803522563954897 -0.0086185751381549578 -0.11880462188720319 0.0082001721914216966 -0.030038483171935512
leaf_weight=127.05377537521417 2.3552352380938828 1.9175739130296268 0.63450758880935643 4.468914112076166 2.7336537367664269 2.3397384131094436 4.5167882431996977 1.0467223892919739 1.9291378451307526 3.2075931532308459 3.2988458293257281 4.7542244587093592 0.92018359428038854 1.1203215029090641 2.039920389652254 2.253647421952337 9.3096506292931718 1.2358396067284041 1.3591318428516386 5.4689393227454257 5.1646830542013049 3.3585600571241212 1.7032551229967792 3.2664558719843626 3.9875582419335842 0.88404409430222575 3.445665791281499 1.3484496073797343 18.500437411479652 22.282795850886032
leaf_count=1548 22 74 5 53 20 58 39 28 29 21 24 33 78 15 14 31 66 14 32 32 56 26 157 22 18 14 34 15 106 216
internal_value=-4.12142e-05 0.00542701 -0.0474865 0.00955335 0.0285461 -0.000680514 0.00622256 -0.00075745 -0.0163856 -0.0565403 0.0120172 -0.0134793 0.0274558 -0.0346281 0.0436126 -0.0277697 0.0453256 0.0331488 -0.0237281 -0.00174236 -0.0304446 -3.20207e-05 0.0118992 0.0297739 0.0484383 -0.0697089 0.0200742 -0.0705139 -0.00191669 -0.0126923
internal_weight=247.906 58.823 4.25534 54.5677 19.1072 35.4605 32.2367 27.7199 17.8386 7.39038 10.4482 7.1494 9.88133 2.04051 7.84082 5.46124 14.6383 11.9046 2.59497 189.083 10.6336 178.45 2.33776 10.6126 7.34612 3.22378 5.48559 2.39517 167.837 40.7832
internal_count=2900 876 236 640 185 455 383 344 181 81 100 76 163 93 70 52 132 112 46 2024 88 1936 162 66 44 72 48 43 1870 322
is_linear=0
shrinkage=0.1


Tree=105
num_leaves=31
num_cat=0
split_feature=2 2 1 2 3 4 2 1 2 2 0 1 1 0 4 4 4 0 0 0 0 2 0 0 3 2 4 2 4 2
split_gain=0.210649 0.994351 1.15413 1.64721 0.871793 1.36817 0.803704 1.99011 1.64865 0.710911 0.68103 0.621677 0.569765 0.372227 0.360764 0.326666 2.25401 1.19455 2.20066 1.76553 2.65219 1.69808 1.18809 1.42408 1.38338 1.25098 0.772219 1.76427 1.89333 1.58309
threshold=-0.59309999999999985 -0.5169149999999999 75.551050381850018 -0.58180999999999994 0.091705000000000023 41.061442884200012 -0.26138499999999998 62.197478847950002 -0.25089499999999998 -0.62958999999999998 90.337570099350003 69.873026810350026 68.214248143850014 95.141844778450022 41.840895355800008 37.020641110850008 36.625813070500008 93.679323555450011 92.851278451300018 89.872466842800023 88.576630023850015 -0.11420499999999999 94.964406541850011 95.141844778450022 0.11467000000000002 -0.117115 38.386256906100009 -0.101965 37.797539186950011 -0.086339999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 -1 7 -3 13 -6 -9 -5 -12 -8 -11 16 17 18 19 20 21 -10 -19 -24 25 -25 27 28 -17 -29
right_child=1 6 -4 11 9 -7 8 10 15 14 12 -13 -14 -15 -16 26 -18 22 -20 -21 -22 -23 23 24 -26 -27 -28 29 -30 -31
leaf_value=0.024118355258241977 0.049892225358094199 0.099183882504100124 -0.11695368355863155 -0.12320185716342802 -0.009009935336032943 -0.1393144495970014 -0.12084065204870123 -0.070478062943002864 -0.13233387517450598 0.023922485574579544 0.083399717196412093 -0.015912087290610024 -0.026687291253186821 -0.029626173604264078 0.074344793272831805 0.032379375555188536 -0.087522757502425247 -0.13812904889095209 0.094309756916839474 -0.072897807190467165 0.083303884358103125 0.013789624248029285 0.13555609257155768 0.027059383347725969 0.079420939349825984 -0.095850521508926645 -0.00033778359795067576 0.11064136244109456 -0.11977115305002298 0.021948110551041951
leaf_weight=1.215547796848113 2.0289263473823667 2.7457037732820018 1.507106427234248 1.2081245824228966 3.4655484245158723 0.88528104679426167 1.3488001998048269 1.3574182142037901 1.259493324614595 2.9156952408957286 0.8460148125886916 0.97666662395931769 1.0581674535642376 0.66942632271093305 2.7642853682627901 1.6577112428058165 3.3024050235399036 0.92692891741171379 3.0133607555180779 2.6612926768139005 3.5555643960833549 2.1577086988836589 0.55890792608261097 1.1877841196110273 0.89072313479118737 2.7344953879946812 183.18363946110185 2.5186758859781539 1.6143090118130201 10.012609805329701
leaf_count=38 12 20 64 30 29 25 36 11 61 25 3 15 38 25 16 30 37 18 13 21 16 27 1 41 19 127 1960 15 21 106
internal_value=-3.01731e-05 -0.000670054 -0.0418503 -0.0149883 0.0133395 -0.0447516 0.000357529 0.0364521 -0.000613704 0.0266837 -0.0163571 -0.0752401 0.0222236 -0.0905857 0.0484616 0.000207068 -0.0112847 0.00200394 0.0197241 -0.00360489 0.0228421 -0.0400678 -0.0335764 -0.0155358 -0.0330812 -0.0586297 0.00149195 0.0227013 -0.0426868 0.0397747
internal_weight=246.228 234.982 5.72082 4.21372 11.2464 2.10083 229.261 6.0073 223.254 9.14553 3.2616 2.18479 1.90418 2.01823 5.67998 221.236 22.2487 18.9463 12.6474 9.63406 6.97277 3.4172 6.29884 5.37191 4.813 3.92228 198.987 15.8033 3.27202 12.5313
internal_count=2900 2767 121 57 133 63 2646 72 2574 70 52 45 41 61 41 2513 381 344 138 125 104 88 206 188 187 168 2132 172 51 121
is_linear=0
shrinkage=0.1


Tree=106
num_leaves=31
num_cat=0
split_feature=2 2 4 4 2 1 0 4 3 4 4 1 2 1 2 4 2 2 1 1 1 3 2 2 1 1 1 1 3 0
split_gain=0.211096 0.755243 1.70551 1.71579 1.58607 1.51065 4.1427 3.42564 3.02099 1.52129 3.44621 1.48596 1.41895 1.36489 1.24026 4.20098 2.47306 2.1199 1.23129 2.57177 1.19516 1.07607 1.00334 0.989324 0.801588 1.02502 0.744924 1.76832 1.66122 1.61025
threshold=-0.11808 -0.088099999999999998 35.461062230100005 37.020641110850008 -0.085734999999999992 62.197478847950002 85.807518149550006 41.21013581150001 0.088165000000000021 41.395309858300003 41.966555987550002 67.171126389250006 -0.089514999999999997 80.468240302450013 -0.079824999999999993 41.811877919650009 -0.081844999999999987 -0.082314999999999985 62.030794443850006 63.154569942350008 61.409760615700009 0.093480000000000021 -0.077279999999999988 -0.096499999999999989 62.079186690200011 71.666228383350017 63.910026677050006 65.461267018300006 0.081815000000000013 86.280686780500005
decision_type=2 2 2 2 2 2 2 2 2 2 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 24 6 9 -7 11 -5 -11 -9 -12 23 15 16 -6 18 -17 -20 -16 -10 -22 -13 -3 -26 29 28 -28 -24
right_child=1 4 3 5 14 7 -8 8 21 10 12 13 -14 -15 20 17 -18 -19 19 -21 22 -23 26 -25 25 -27 27 -29 -30 -31
leaf_value=0.0045711162961725484 0.057115254293793494 0.072525293291930235 -0.10527624706752139 -0.082628882593425157 -0.16247960829911712 0.046524205724036864 -0.11951806683250168 0.045574212029048752 -0.16059807362993295 0.10883950545873672 -0.081448497608346285 -0.020209037652513813 0.035127320497589064 0.029935839524225662 -0.057356133737975649 0.062578639478175616 -0.024357894972946187 -0.061503689265078987 -0.068432888480001605 0.062840393301962658 0.047839380444970755 -0.04467232491005714 -0.0063224307064021455 -0.11619480356123264 -0.030489904495766829 0.05921279502461621 0.018519179084594418 -0.00050178183330121609 -0.13805143412176266 0.034248420889269958
leaf_weight=70.911258975283999 3.1575213144387808 4.391136637888847 2.1906471295369547 1.8331811986863593 2.9059343584813178 9.7205541464791185 4.4705718215554944 3.7713247351348382 1.9906457196921103 2.6820496991276741 2.6320431004278348 2.2404146380722478 1.7306580096483242 2.2476477454183623 3.1571270748390807 4.9455498368479311 2.3403070442145717 3.7466389675391811 3.0824652379378676 2.8930528402561322 5.2143284926132756 1.339529631193727 20.230658822343685 2.0621841400861785 2.5553312366828322 2.540139636490494 1.0710867994930588 51.742370145206223 1.844852824375266 18.94292969070375
leaf_count=1091 37 20 24 13 50 66 35 16 28 8 37 18 12 30 119 19 18 39 20 20 33 19 162 26 22 24 15 736 33 110
internal_value=-2.65139e-05 -0.00190374 -0.0135673 -0.0193029 0.00182467 -0.014174 -0.0410126 0.00115419 -0.031151 -0.00148045 0.019636 -0.00443066 -0.0352036 -0.0332211 -0.00123514 -0.0240659 -0.100865 0.00340287 0.02567 -0.0048768 0.00321336 -0.113968 0.00514403 -0.0662139 0.0412124 0.0142277 0.0027714 -0.00477169 -0.0805397 0.0132962
internal_weight=244.584 173.673 42.069 38.9115 131.604 36.7208 13.3485 23.3723 13.6517 8.87793 7.04475 10.3216 4.3627 6.55025 122.117 19.9139 5.24624 14.6677 10.9211 5.97552 102.203 3.33018 99.0462 4.3026 9.48661 5.09547 93.8319 54.6583 2.91594 39.1736
internal_count=2900 1809 369 332 1440 308 105 203 137 70 57 90 49 74 1374 166 68 98 59 40 1208 47 1089 44 66 46 1056 784 48 272
is_linear=0
shrinkage=0.1


Tree=107
num_leaves=31
num_cat=0
split_feature=3 3 2 4 4 1 1 0 3 2 2 3 3 0 0 3 0 0 3 0 0 1 2 1 3 0 0 4 0 3
split_gain=0.206381 3.99838 1.06389 1.61653 1.74346 1.28796 0.993142 1.59969 0.964623 2.16706 4.63606 2.88579 1.32448 3.38715 2.75192 1.3053 1.737 1.30861 1.29635 1.27182 2.30985 1.22793 1.01078 1.68586 1.78015 0.847635 0.8458 0.800878 1.11877 1.30582
threshold=0.085495000000000029 0.085245000000000029 -0.24103499999999997 40.036761086100007 38.828362408050005 57.129735272050006 64.071334164850015 86.530713386650021 0.088165000000000021 -0.117115 -0.094344999999999998 0.08708500000000001 0.090225000000000014 87.29692395375001 85.775256651950016 0.090720000000000023 102.84427732220001 108.95245419455001 0.091545000000000029 86.345209775600011 101.15323715815002 70.085415002650009 -0.078219999999999998 70.133807249000014 0.088670000000000013 102.11570516885001 109.2481845889 38.703421923500009 84.95796538030001 -0.064204999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 9 -2 -11 19 13 14 -10 -14 18 -18 21 -12 -21 -17 23 -15 -25 -24 -19 28 -4 -30
right_child=8 -3 27 6 -6 -7 -8 -9 12 10 11 -13 15 22 -16 16 17 26 -20 20 -22 -23 25 24 -26 -27 -28 -29 29 -31
leaf_value=0.063181518484244983 0.067300078767515828 -0.14765462073254057 -0.10776641325556327 -0.11795125616027845 0.049790321332682401 -0.13601052614661208 -0.12084477037171647 0.12758856676127717 -0.0084467887662020014 -0.12643152854096204 0.017161211230562006 0.04977560236191398 0.052193390648791929 0.027951760007008771 -0.17652794988584708 -0.093994854600788436 -0.12132177598112766 0.12229996346254482 0.0046507485706704437 -0.11955763668413538 0.050817067677095089 0.0043968854115061205 0.00031423801864574694 0.0022756219861121535 -0.15987109707839695 0.093748684427431964 -0.10244735432266815 0.0068878512489802188 0.012094173032835109 -0.052440851991724935
leaf_weight=0.4520964026451092 6.9808045709651223 1.8891718224622298 1.2823793741408724 0.57936744677135743 2.940532291715499 1.1511119295610113 2.4749390645010862 0.48951944708824158 1.6469054922345083 2.4457307356060509 2.9884280485566732 11.871758993220281 4.9739398292003889 2.8269550241529933 2.384345923550427 2.6683798609301439 1.9803532978694414 0.4404874452156945 91.157419579831185 2.7242085860925731 1.1240909718908367 2.417579404078424 2.2861010325141247 1.2966583701781931 1.417002427857369 1.6877681468540684 0.27013794354570564 71.928819597960683 9.09872741618892 4.7839345647080327
leaf_count=2 55 24 75 55 26 65 107 1 30 23 30 84 35 18 25 27 79 2 741 43 27 18 21 17 33 27 86 924 117 83
internal_value=-2.47184e-05 -0.00359627 -0.000736983 -0.0354313 0.00405191 -0.0798394 -0.0860549 -0.00550108 0.00235659 0.0189878 0.003045 0.0199713 -0.00162727 -0.0310385 -0.107861 0.00220685 -0.000306236 -0.0795485 0.00190939 -0.031783 -0.0697911 -0.0472249 0.00151093 -0.0260925 -0.0823931 0.0399974 0.0368643 0.00248474 -0.0183995 -0.0101445
internal_weight=242.66 97.0706 95.1814 8.08757 4.54374 1.60321 3.54383 1.06889 145.589 28.135 21.1542 18.7085 117.454 13.5457 4.03125 103.908 98.9344 2.69098 96.2434 6.83673 3.8483 5.08596 9.51449 5.54062 2.71366 3.97387 0.710625 87.0939 15.165 13.8827
internal_count=2900 1479 1455 256 93 67 163 56 1421 262 207 184 1159 171 55 988 953 167 786 100 70 45 116 68 50 48 88 1199 275 200
is_linear=0
shrinkage=0.1


Tree=108
num_leaves=31
num_cat=0
split_feature=1 3 3 4 3 3 3 1 1 2 1 0 0 0 0 1 4 0 4 1 4 3 1 4 1 2 0 3 3 3
split_gain=0.406727 0.226319 0.47683 1.79472 0.539199 0.399513 1.27639 1.0247 1.75949 1.51222 0.498566 4.35924 2.72715 2.31794 1.82473 1.67761 1.55295 1.20334 1.14039 3.06453 2.53252 2.06369 1.98419 1.7547 1.02258 1.59629 1.78586 1.0228 4.30554 2.65281
threshold=54.884872733100003 -0.54481999999999997 -0.25765499999999997 39.530201452500002 -0.25276999999999999 -0.23472499999999999 -0.21013499999999999 62.057679025150001 73.365333921800001 -0.16297999999999999 66.697957758300021 90.337570099350003 89.872466842800023 92.031298721500022 90.837623311600012 67.980352286500008 38.238138001450004 90.837623311600012 43.411469133450005 63.910026677050006 43.061965423550006 0.085765000000000022 62.837331883000012 43.19689381845 61.82916008405001 -0.044409999999999998 83.680947768350009 0.091545000000000029 0.08784500000000002 0.085880000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 7 -7 -6 -9 -10 11 12 16 15 -13 17 -8 -12 19 20 22 -20 24 -22 25 26 -18 28 29 -26
right_child=1 2 4 -5 5 6 10 8 9 -11 13 14 -14 -15 -16 -17 18 -19 21 -21 23 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.10316533500593728 0.031322011377343688 0.0228092518174156 0.044798061378386239 -0.081150809442517596 0.017547077112368695 0.050393484376574565 0.034669995137316209 -0.10347156028968765 0.10647223621388431 -0.061097689479368646 0.028689762522508669 0.096969425792960529 -0.090519063999914481 -0.0019135453000158537 0.01114228301172774 -0.15405402730674739 -0.0035450254403810509 -0.088820479388668383 -0.0097386295095876849 -0.10141311437510947 -0.15323601692425018 0.067760648285698596 0.080013801322911471 -0.021053622876508474 -0.012870758909664907 0.024130937758533352 -0.12992938673173063 0.013816570067084541 -0.08137668948087616 0.06533924905170084
leaf_weight=0.38182186963967879 2.3033212951850137 3.4970133507740675 2.7257198053412131 3.1622098445659503 3.9043236738070828 5.0891190415713927 12.036635653523261 2.7887257165275514 1.0049682384124028 1.1603732577059416 1.6976618058979505 6.6940337643027288 3.368328694254159 93.298615539366438 3.9322736985050142 1.6482293508597647 1.9885203652083872 1.7905761413276193 8.2585620355093834 3.3859225822379804 1.8350212909281243 5.883986750181065 2.9975104415789238 2.2183630259241909 14.998030186630791 2.5603327518329015 2.5540841287001967 30.546635495033115 6.8750823931768528 6.1011645018588743
leaf_count=91 48 78 20 70 25 54 124 46 11 36 11 35 21 1428 36 56 20 30 90 45 28 38 21 21 96 28 22 188 56 27
internal_value=-3.73684e-05 0.000126492 -0.00017541 -0.0265574 0.000583998 5.68492e-05 0.000896146 -0.0207644 -0.0509579 0.0166741 -0.000277275 0.00415762 -0.00198537 -0.00551411 0.065209 -0.0709146 0.0009314 -0.0316304 -0.00357065 -0.00841906 -0.00408646 0.0225048 0.00045049 -0.0808944 -0.00318374 -0.0390144 -0.0746048 0.00116519 -0.0126495 0.0097449
internal_weight=240.687 240.305 238.002 6.65922 231.343 228.617 219.759 8.85839 4.95407 2.16534 214.67 116.234 105.608 98.4351 10.6263 5.13647 102.24 3.48824 90.2032 76.0607 72.6747 14.1425 68.6214 4.05338 65.6238 7.10294 4.5426 58.5209 27.9743 21.0992
internal_count=2900 2809 2761 148 2613 2593 2475 118 93 47 2421 896 825 1525 71 97 804 41 680 552 507 128 458 49 437 70 42 367 179 123
is_linear=0
shrinkage=0.1


Tree=109
num_leaves=31
num_cat=0
split_feature=0 3 2 3 1 1 2 2 4 3 1 0 3 4 4 3 3 1 3 3 0 1 0 3 4 4 3 3 4 4
split_gain=0.227336 0.546845 0.623577 0.700941 0.358035 0.39215 0.345552 0.350717 1.40204 0.448962 0.388868 1.08727 2.01152 1.69464 1.46607 1.90399 1.08127 1.05635 2.06907 1.35531 1.4543 0.872279 0.718573 1.97041 0.684375 1.76691 0.679616 0.772008 0.62386 1.24985
threshold=113.28087178455002 -0.15684499999999998 -0.16187499999999996 -0.22125500000000001 93.464246905050018 93.985807782350022 0.68694500000000025 0.27148500000000009 38.938637541200009 0.094415000000000013 80.677940036650014 98.201310130900012 0.083905000000000021 39.995120105550008 42.467547400400008 0.089850000000000027 0.11308000000000003 81.188747081400024 0.095845000000000027 0.093925000000000022 100.67200315280002 79.535345331150026 97.550703263350016 0.091250000000000012 45.027406014450008 42.686561923500008 0.075065000000000021 0.079095000000000013 42.406961525800007 39.468990633150007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 -3 -6 7 10 9 -9 11 22 21 16 15 -15 -14 -12 19 20 -19 -13 -1 -24 25 28 -26 -28 29 -22
right_child=1 4 3 -5 5 -7 -8 8 -10 -11 17 12 13 14 -16 -17 -18 18 -20 -21 24 -23 23 -25 26 -27 27 -29 -30 -31
leaf_value=0.00039068289716868841 0.10379637738970687 -0.1149363321250569 -0.11843539130722146 0.034698060512043979 0.10192800551752297 -0.10075166891470366 0.034909886905091662 -0.037014926362779484 -0.1338890594703106 0.042720919669273702 0.072548068544283542 -0.10950636450920326 -0.09771361900465303 0.080929497111255591 -0.054234240231557734 -0.0073325668699409721 0.0038915020190843207 -0.1273566127859844 -0.10415459001736123 0.10908750521535265 0.0449206513908183 -0.017838148043462152 0.068823536555658524 -0.037401665378389647 0.096568850070743992 -0.11380136281459391 -0.053420315655543886 0.05334481760166019 0.077785080322724021 -0.079841754426181494
leaf_weight=182.55499516316922 0.49263767461525265 0.84518412590841652 0.51395375703577872 0.7143969775643203 0.19310247787507251 0.18879480486430111 2.8533605746924868 1.3301703340839592 0.97140821642824438 1.5052817636169491 2.6810374632477787 3.1880263350904015 2.7511902879923609 4.2497987300157529 2.5910436427220693 5.7522444482892752 1.691237397259101 0.76386655913665791 1.5705385646724597 1.4335523120244023 2.1296526803635047 1.5392384730512274 4.9868921097367993 2.6871852229814976 1.6234315261244772 1.2266311404528094 1.039036085829139 1.9452182184904812 1.3681780924089251 1.2889251193264497
leaf_count=1726 20 64 39 14 6 161 33 36 33 15 16 105 53 14 36 45 22 14 71 14 85 31 28 30 10 33 48 15 9 74
internal_value=-2.3937e-05 -0.0276212 0.00874607 -0.0293744 -0.0786266 0.00173125 0.00032121 -0.000102608 -0.030206 0.00531515 0.000397691 -0.000771492 -0.0219449 -0.00592968 0.0128032 0.0301694 -0.0590324 0.0149177 0.0041797 0.017453 0.00591466 -0.0796584 0.00165081 0.0316273 0.0154995 -0.00672052 0.0444984 0.0161721 0.0207195 -0.0021192
internal_weight=238.67 2.94807 1.72099 1.22835 1.22708 0.381897 235.722 232.869 3.80686 2.83545 229.062 211.992 21.7628 17.0355 12.5931 10.002 4.44243 17.0701 14.389 12.8185 11.3849 4.72726 190.229 7.67408 10.6211 6.01339 4.60769 2.98425 4.78676 3.41858
internal_count=2900 304 73 53 231 167 2596 2563 84 51 2479 2090 306 170 95 59 75 389 373 302 288 136 1784 58 274 201 73 63 168 159
is_linear=0
shrinkage=0.1


Tree=110
num_leaves=31
num_cat=0
split_feature=2 4 1 4 3 4 2 0 3 0 4 2 2 1 0 3 3 2 3 1 0 3 3 4 2 2 2 2 2 2
split_gain=0.205094 0.881741 1.90335 1.42447 1.33259 1.63197 0.74307 1.36189 1.42293 0.481498 0.88058 0.448834 1.30575 0.970317 0.738437 0.404367 1.74195 1.19528 0.863988 0.756994 2.32253 1.33274 3.30415 1.73426 1.82669 1.90947 0.745169 1.08476 0.463087 0.386898
threshold=-0.59309999999999985 39.945535567850008 78.285212300550015 40.580626202750004 0.099010000000000029 44.758188263300006 -0.5422499999999999 87.393708446500014 0.070195000000000021 91.144107538500023 39.134693790050008 -0.26138499999999998 -0.25089499999999998 62.197478847950002 91.410264893400026 0.10500500000000003 0.10661000000000002 0.20327000000000003 0.10176000000000003 61.966271448700006 86.280686780500005 0.11048000000000002 0.11308000000000003 41.134354310300004 -0.026349999999999998 -0.11911999999999999 -0.053019999999999991 -0.079074999999999993 -0.082314999999999985 -0.15895000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -2 -9 -10 -11 13 -13 -8 -15 18 -17 19 29 -18 28 -22 -23 24 25 -24 27 -20 -21 -14
right_child=6 3 -4 4 -6 -7 11 8 9 10 -12 12 15 14 -16 16 17 -19 26 20 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.11361050368875956 0.067511629562125627 0.10270273412843073 0.067367342969478924 -0.10244450523902993 0.051661441321263213 0.042662679907803758 0.070128808193552508 0.06969563853024105 -0.18502893865368725 0.028008031589973299 -0.11570076726445855 -0.086025415237900457 0.011895163409777306 -0.050945982562932923 0.037081350124102977 -0.089692940692306405 0.021224728167511649 0.067988822314494976 0.0077763211662189718 -0.053410856574474246 0.048652171660104757 -0.13679100442215025 -0.00028391535139462724 0.048948476125191515 0.033919184416481216 -0.16965191554042158 -0.0037564111174857189 0.085714257976146652 -0.13416442410774457 -0.001887487988166832
leaf_weight=1.4251612442894832 0.90348418056964774 1.990245645341927 0.98122542617784336 1.8060700040950908 3.1566497830208391 1.357704186288174 2.827499159553553 0.59757004727725904 0.54046513233333859 0.5668998808905602 1.7202271632777408 1.7769159192830546 23.574213954256265 1.9168606277089568 1.8951332443321005 2.562704421150559 5.9199644951149883 2.1581739971443303 3.4451909293420613 1.1988291405141356 3.6341854518104801 2.021109875990077 1.2281990739429676 4.481404242105782 2.0155215300619513 1.4533349013872792 4.5021488703787309 3.7076972350478172 1.7420374029316033 149.71601493580238
leaf_count=24 7 9 32 26 23 19 28 6 7 27 50 61 375 23 45 29 37 25 28 16 33 28 13 40 14 36 29 17 30 1763
internal_value=-2.72388e-05 0.0134898 -0.0398152 0.0289245 0.00569241 -0.0401731 -0.000667927 -0.0417017 -0.0705098 -0.10014 -0.0800803 0.00013297 -0.000657334 0.025741 -0.00718318 5.36309e-05 -0.0110528 -0.00325746 0.00176005 -0.00974678 -0.0200621 -0.00396701 -0.0210416 0.00444661 -0.0380121 -0.0920778 0.028115 0.0481754 -0.101246 -1.25111e-05
internal_weight=236.823 10.7171 2.40639 8.31067 6.32042 3.16377 226.106 4.32865 3.42516 2.82759 2.28713 221.777 215.138 6.63949 3.81199 213.361 28.4155 25.8528 184.945 23.6946 17.7746 14.8338 11.1996 9.17846 4.69706 2.68153 11.655 7.15289 2.94087 173.29
internal_count=2900 133 56 77 68 45 2767 97 90 84 77 2670 2574 96 68 2513 301 272 2212 247 210 164 131 103 63 49 74 45 46 2138
is_linear=0
shrinkage=0.1


Tree=111
num_leaves=31
num_cat=0
split_feature=4 0 1 4 2 1 4 0 3 3 3 4 4 4 0 3 4 4 4 0 0 0 0 0 0 1 0 0 3 3
split_gain=0.217017 0.902896 0.648485 0.990025 0.922329 0.992672 0.56876 0.543572 0.38193 0.706335 0.377976 0.70241 0.356701 1.17867 1.03254 0.846473 0.45829 0.926216 1.39919 1.1805 2.48008 1.63532 1.83784 0.911371 0.801986 1.30545 1.68466 1.12841 1.03729 1.94042
threshold=48.988717865950008 71.144667506050013 55.855406118200008 49.842240509300005 -0.23361999999999997 86.858705278550005 48.852845034800005 105.48703166445002 0.079095000000000013 0.075065000000000021 -0.52484999999999993 40.21994457600001 45.90502654165001 47.480720532750006 97.32487278035002 -0.21013499999999999 43.19689381845 42.773538294100007 42.852084787850011 86.20003303655001 86.866770652900016 90.437043050150024 93.063666643600016 97.550703263350016 85.775256651950016 61.950140699950005 85.40693788805001 86.280686780500005 0.081550000000000025 0.08708500000000001
decision_type=2 2 2 2 2 2 2 2 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 7 -5 -6 10 -4 9 -7 11 -1 16 15 -15 -14 17 -12 -19 -20 -21 -22 -23 -24 25 -18 -27 -26 -29 -30
right_child=1 2 3 4 5 8 -8 -9 -10 -11 12 -13 13 14 -16 -17 24 18 19 20 21 22 23 -25 27 26 -28 28 29 -31
leaf_value=-0.12713689132085457 -0.1370217995920901 0.053576033236230697 -0.11841628793143666 0.10075834651476934 -0.10684110869131597 0.037548673972734259 0.040523620707965273 -0.0094651314392724759 0.068096434551056892 -0.11122117632358226 0.0011872013167200574 0.0021305531634561187 -0.00025198927658963579 -0.035232631667465826 0.049615501935800492 -0.12315001401312992 0.030531379754167271 -0.12048795257956782 -0.082148763180872553 0.085702226115584923 -0.09210315128815566 0.097789670887258651 -0.12585395664325399 0.003738862658574261 0.067995942731937042 0.021121764435469727 -0.13970559709763758 0.040255326090714444 -0.054068349601405344 0.030615384164718675
leaf_weight=0.66703342122491349 0.57418913953006079 1.4328459184616802 1.2683809981681404 0.8353147900197645 0.89159832219593349 0.89707549114245944 3.5034515392035237 0.71665991950430896 0.9039890298154204 0.49537041527219117 174.18230880981719 1.1366390255279837 0.8784477133303884 3.0683986218646169 2.6930009022762533 1.5480706965608968 2.4182747139711891 1.419733947404892 2.1169048761657896 2.4876076430082303 2.6505337357521057 1.4691658697556707 0.87306271167472038 1.4339817112195303 4.2103264331817654 1.1373982598743171 1.5240310993976889 7.0821964384522316 5.0759354903420881 5.7948178159422241
leaf_count=33 7 8 29 8 85 18 22 24 25 38 1870 46 28 33 41 62 70 22 58 8 18 8 16 34 18 20 28 88 68 67
internal_value=-2.66426e-05 -0.0161985 -0.00687543 -0.0212916 0.00722093 -0.0172873 0.000543458 -0.0790816 0.0174822 -0.015377 -8.22168e-05 -0.0456751 0.000288102 -0.0201955 0.00442719 -0.0786585 0.00107229 -0.000696281 -0.0270451 -0.0150189 0.00092248 -0.0318933 0.0103681 -0.0453034 0.0131882 -0.0226506 -0.0709738 0.0214023 0.0104751 -0.00892642
internal_weight=235.387 8.01542 7.44123 6.00839 4.02335 3.18803 227.371 1.98504 2.29643 1.39245 223.868 1.80367 222.064 8.18792 5.7614 2.42652 213.876 186.633 12.451 11.0313 8.91435 6.42674 3.77621 2.30704 27.243 5.0797 2.66143 22.1633 17.9529 10.8708
internal_count=2900 242 235 227 174 166 2658 53 81 56 2636 79 2557 164 74 90 2393 2034 164 142 84 76 58 50 359 118 48 241 223 135
is_linear=0
shrinkage=0.1


Tree=112
num_leaves=31
num_cat=0
split_feature=0 3 2 3 1 1 2 2 4 3 1 0 4 0 1 1 3 3 4 4 4 4 0 3 0 0 0 3 2 3
split_gain=0.231375 0.490018 0.559815 0.607126 0.307159 0.346382 0.280721 0.302339 1.24561 0.352043 0.313704 0.936594 2.34905 1.29278 1.59877 0.935628 1.76531 1.15623 0.766683 1.43067 0.597653 1.48737 0.661686 0.606547 0.527526 0.465201 0.647242 2.25149 1.28941 0.393262
threshold=113.28087178455002 -0.15684499999999998 -0.16187499999999996 -0.22125500000000001 93.464246905050018 93.985807782350022 0.68694500000000025 0.27148500000000009 38.938637541200009 0.094415000000000013 80.677940036650014 100.24991522630002 42.564639561200003 101.47316367565001 78.820215468450016 81.188747081400024 0.095845000000000027 0.093925000000000022 45.027406014450008 42.674081447500008 42.406961525800007 39.468990633150007 102.65877371115 -0.24701499999999998 111.60596236935002 99.870842629900025 98.851916998450022 0.12191500000000002 -0.18126999999999999 0.075065000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 -3 -6 7 10 9 -9 11 25 13 -13 -15 -12 17 18 19 20 21 22 -17 -23 -24 26 -1 28 -28 -20
right_child=1 4 3 -5 5 -7 -8 8 -10 -11 15 12 -14 14 -16 16 -18 -19 29 -21 -22 23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0013165594412760809 0.10080049530548059 -0.11429534831307445 -0.11758957128131012 0.029272659112812596 0.099381035348308319 -0.10071450130265946 0.032062854344088364 -0.033158366490266218 -0.13101291494599293 0.037815771812108011 0.069507115300368003 -0.059758913657346438 -0.10768840709795031 0.062509275841518816 -0.042269068210170395 0.080230693740759057 -0.10009602989709372 0.10433559643750111 0.077174162692555684 -0.1121415664092878 0.062148211968035522 0.02902511969918746 -0.1076020375637274 -0.12131087139539916 0.064792789575028667 0.046290478560205635 0.013227220560947748 0.070874641738470426 -0.13384548384531367 0.014785953524231364
leaf_weight=190.58794623019639 0.45223723720118858 0.78067523603385669 0.4732799601915757 0.69461555097950656 0.17225900030462071 0.17379892411190667 2.750888204202055 1.3213707781978881 0.89674975823436387 1.4834728692658243 2.5429186453111496 2.7670838203048316 2.8171704696724182 3.814202546782326 2.3556808872381225 1.3993267603218544 1.4692595850065107 1.319653433311031 1.5847926642745731 1.2658929576864464 1.4048451886046676 0.34365865451400179 0.43341516543296155 1.2250456069014031 0.30060861984384246 2.2413993533700696 0.85789328720420588 1.2835665809689087 1.9535225678700947 2.7874770108610392
leaf_count=1814 20 64 39 14 6 161 33 36 33 15 16 34 79 30 36 14 71 14 13 38 10 10 59 67 13 23 20 10 44 64
internal_value=-3.41559e-05 -0.0288861 0.00633664 -0.030242 -0.0795329 -0.00111194 0.000308619 -7.37387e-05 -0.0284206 0.00437963 0.000393119 -0.000643854 -0.0280653 -0.00296603 0.0225046 0.013853 0.00339612 0.0159996 0.00515057 -0.0169749 0.00661495 -0.0144587 0.0398949 -0.0883765 -0.0370003 0.000992897 0.000471382 -0.0388647 -0.0889668 0.0373995
internal_weight=233.955 2.74687 1.62013 1.1679 1.12673 0.346058 231.208 228.457 3.70159 2.80484 224.755 208.678 11.7541 8.93697 6.16988 16.0769 13.534 12.0647 10.7451 6.37279 5.1069 3.70205 2.13335 1.5687 0.734024 196.924 194.683 4.09498 2.81142 4.37227
internal_count=2900 304 73 53 231 167 2596 2563 84 51 2479 2090 179 100 66 389 373 302 288 211 173 163 86 77 72 1911 1888 74 64 77
is_linear=0
shrinkage=0.1


Tree=113
num_leaves=31
num_cat=0
split_feature=0 3 2 2 1 1 2 3 3 4 2 3 4 2 1 2 0 2 2 1 3 3 3 4 3 1 4 3 0 1
split_gain=0.20233 0.442485 0.489584 0.55375 0.274347 0.310054 0.230534 0.293804 0.82609 1.04623 0.639102 1.1075 0.834621 0.692131 1.01432 1.14023 1.30573 0.566944 1.1262 0.820076 0.52462 1.13955 0.898665 2.2411 1.63946 1.04587 0.693351 0.663572 0.579172 0.643744
threshold=113.28087178455002 -0.15684499999999998 -0.16187499999999996 -0.046474999999999995 93.464246905050018 93.985807782350022 0.68694500000000025 0.12746000000000005 0.23821500000000004 40.259171735100004 -0.59309999999999985 0.099010000000000029 40.580626202750004 -0.50001499999999999 75.551050381850018 -0.58180999999999994 91.410264893400026 -0.26138499999999998 -0.25089499999999998 62.305017173150013 0.11614000000000002 0.11308000000000003 0.10500500000000003 41.621607100200002 0.10661000000000002 64.654729579150015 41.134354310300004 0.10045500000000003 85.694602908050015 62.106071271500007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 -3 -6 7 10 -9 -10 11 12 -1 14 15 -12 -17 19 -19 -15 21 22 27 24 -24 -26 -22 -20 -29 -30
right_child=1 4 3 -5 5 -7 -8 8 9 -11 13 -13 -14 17 -16 16 -18 18 20 -21 26 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=0.040313683768691509 0.098038788830309198 -0.11303002567093841 -0.11486764164092905 0.028543529661282679 0.097380907598181132 -0.1006468757973053 0.029215259541615902 -0.068898730696754507 -0.051845193933081068 0.024243442144692543 0.046088345922820941 0.076494751174967249 -0.034899107757836181 0.086591908137680557 -0.11318306637463711 -0.13662650785524219 0.0062975974685039104 -0.082626909824352654 0.00013236478863186166 -0.0037975609372778657 -0.068979877345002466 0.05940176651817012 -0.078753822992775446 -0.12092864116772678 0.057412778110681566 -0.022356722071866481 0.010893192125150069 0.057884277482893404 -0.022174395700180205 0.028278878376365824
leaf_weight=2.8837288119539135 0.42014894149906457 0.7138886705652101 0.44699208319070738 0.67708943679463152 0.15890807536197826 0.15736006236693356 2.7188838873989871 2.3331482248031525 2.7236707599950005 5.3701665569096804 1.9255247251130634 2.9942463618936017 3.0210130676568951 1.8532867099856947 1.2765619564161168 1.1245902668451888 1.4809922941494731 1.6434566683601577 162.83822057870566 2.1896287857089192 2.4550223164260379 3.3153239558450869 2.2785570334672212 2.081302137579768 3.4712903574109077 3.1217868975509191 1.9500827694428151 3.4862457215785971 3.815354783087967 7.5003326477017254
leaf_count=39 20 64 30 23 6 161 33 31 34 46 12 21 38 17 58 30 21 50 1852 30 27 22 20 32 17 39 24 21 24 58
internal_value=-4.29862e-05 -0.0279218 0.00593984 -0.0284841 -0.0786813 -0.00114835 0.000269262 -7.72342e-05 -0.0164735 -0.00136127 0.000711683 0.0269544 0.00183295 -0.000412116 -0.0344481 -0.0122659 -0.0553896 0.000566447 -0.000190658 0.0376373 0.000499465 0.00128268 0.000260985 -0.0275388 -0.00562935 0.0196423 -0.0336211 0.00197506 0.0222469 0.0112673
internal_weight=232.427 2.57439 1.54423 1.12408 1.03016 0.316268 229.852 227.134 10.427 8.09384 216.707 8.89899 5.90474 207.808 5.80767 4.53111 2.60558 202 197.957 4.04292 196.314 191.908 188.593 10.9529 8.87163 6.59308 4.40511 177.64 14.8019 11.3157
internal_count=2900 304 73 53 231 167 2596 2563 111 80 2452 98 77 2354 121 63 51 2233 2186 47 2136 2085 2063 108 76 56 51 1955 103 82
is_linear=0
shrinkage=0.1


Tree=114
num_leaves=31
num_cat=0
split_feature=1 0 3 3 3 1 0 0 1 0 4 3 4 3 3 2 1 1 1 0 0 1 0 1 2 4 3 3 1 3
split_gain=0.196065 1.70382 2.17573 1.64023 1.72359 1.35599 0.941629 1.78501 1.69155 1.16103 1.01794 0.934318 1.84599 1.70564 1.40513 1.92249 1.05469 1.46665 1.26357 2.60594 1.98229 1.7006 1.43802 1.13213 0.971645 2.57079 1.92759 1.0904 0.967511 0.946782
threshold=71.090898343450007 95.502098167950024 -0.084259999999999988 0.25847000000000003 0.11906000000000001 70.865067860500019 93.972365491700018 94.776214472700005 70.026268923800004 93.867515624600017 40.496232821400007 0.090720000000000023 39.211875820650008 0.087530000000000011 0.088165000000000021 -0.078219999999999998 72.496961945650014 74.986474174450009 75.085947125300024 97.483491810050012 98.327667663000014 78.285212300550015 99.378854792050006 78.433077497700012 -0.054494999999999995 41.840895355800008 0.099010000000000029 0.09660500000000001 79.535345331150026 0.079785000000000009
decision_type=2 2 2 2 2 2 2 2 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 11 6 9 8 -8 -1 -9 13 -13 16 -15 -16 -3 -18 -19 -20 -21 -22 -23 -24 25 -14 -27 -26 -25 -30
right_child=1 3 -4 -5 -6 -7 7 10 -10 -11 -12 12 24 14 15 -17 17 18 19 20 21 22 23 28 27 26 -28 -29 29 -31
leaf_value=0.0011047204862229775 0.0028892048285503002 0.044494660092019502 -0.1119693184440544 -0.12349709526346225 0.076398533587598919 0.060143584197899828 0.0010230483095639384 0.0534764427156494 -0.12544151979584367 0.061252111672082436 -0.033153533438288092 0.020199119458216803 -0.11503358306476959 0.0992310998067229 -0.054491069890844269 0.066378050895869942 -0.12273779464565565 0.085548212907196566 -0.10457169309858814 0.072286036250261532 -0.12106385543285146 -0.16467072601611721 0.11533394059330747 -0.096256514487987499 0.026411904996230709 -0.073960942013032313 0.077063866416636095 -0.071131355323187803 0.018525656920655564 -0.038542534415053807
leaf_weight=143.82297828955052 3.4016365366987884 4.0356152300955754 3.2013336694217278 1.0481999580588297 3.0155712189807664 3.8985435888171187 1.7284420826472322 2.645049677696079 2.725337297655642 3.282543384935706 2.7840877298731357 7.7188645646165268 4.3356053859242829 3.2400447102845629 2.2574244555289624 3.1552325459997519 1.1129562386777276 1.4393363161943877 2.6438094000332084 3.273175003007057 1.3313377548474843 0.53682755678892391 0.83158135507256048 1.0683896250557143 3.2841898232581999 1.6958124547381888 1.6846955599467035 1.7602677528993806 10.280617853299189 4.0532813871905082
leaf_count=1291 50 38 141 31 35 23 22 16 56 19 47 153 72 24 39 39 30 8 30 18 44 4 5 26 30 30 17 35 358 169
internal_value=-3.98453e-05 -0.00444109 -0.0527979 0.000563369 0.00263557 0.00188619 0.000439461 -0.0294404 -0.0763626 0.00244686 0.00905218 -0.00108791 -0.0184033 0.0079445 0.0471462 0.0159679 -0.00313797 -0.0103724 -0.0054601 -0.0109138 0.00067039 -0.012279 -0.00364315 0.00168177 -0.0417539 -0.0640653 0.00130314 -0.0076259 -0.0044544 0.00238815
internal_weight=231.293 70.4058 6.60297 63.8028 62.7546 160.887 156.988 9.88292 4.45378 147.106 5.42914 59.7391 20.4794 39.2596 8.6527 5.41266 30.6069 26.5713 25.4584 24.019 21.3752 18.102 16.7707 16.2339 12.7606 7.71611 3.38051 5.04446 15.4023 14.3339
internal_count=2900 1426 191 1235 1204 1474 1451 141 78 1310 63 1169 337 832 102 78 730 692 662 654 624 606 562 558 184 119 47 65 553 527
is_linear=0
shrinkage=0.1


Tree=115
num_leaves=31
num_cat=0
split_feature=0 3 0 1 0 1 1 1 1 1 2 2 1 0 4 2 0 2 4 3 1 0 1 3 3 2 2 1 2 0
split_gain=0.196547 0.389427 0.335061 0.458668 0.323217 0.242488 0.273892 0.217502 0.80702 0.843478 0.786683 0.585986 1.48442 2.81662 1.36642 0.501466 0.472278 0.534883 0.44604 1.38949 0.408245 1.66997 1.01256 1.01031 0.795553 0.767614 0.522207 0.48134 0.711312 0.588789
threshold=113.28087178455002 -0.15684499999999998 118.45077676945002 90.988176966900014 124.49711910480002 93.464246905050018 93.985807782350022 80.288113607700012 78.962703749400006 79.535345331150026 -0.61225999999999992 -0.15895000000000001 81.524804347700012 104.86330937810001 42.406961525800007 -0.11911999999999999 100.67200315280002 0.06041500000000001 46.377258487500008 0.075065000000000021 77.898074329750017 100.13162306855001 77.172190634500012 0.09117500000000002 0.083905000000000021 -0.075174999999999992 -0.66246499999999997 77.032390811750005 -0.62958999999999998 98.615332683000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 -4 -5 -3 -7 8 20 -10 -9 -12 16 15 -15 -14 -13 -18 -16 -20 21 26 -23 24 25 -22 -1 28 -28 -29
right_child=1 5 3 4 -6 6 -8 10 9 -11 11 12 13 14 18 -17 17 -19 19 -21 23 22 -24 -25 -26 -27 27 29 -30 -31
leaf_value=0.055900062700188151 -0.064766994452105986 -0.11217158955053126 0.10967515160834307 0.050902514260825621 -0.1056206096842741 0.094995099173455194 -0.10059507593776307 -0.12645905011655728 -0.11376564296783159 -0.010193627501802832 0.048655352888859554 0.069772719798166738 -0.022868382693659817 -0.10456223195463138 0.069364211757565741 -0.1168519762295408 -0.026631782447355087 0.048207544155036648 0.10652540717677045 -0.067361659277733243 -0.081966974714036911 -0.12137994406166119 -0.0041717444449666718 -0.015562459961017922 0.087922294744028337 0.062533367690808736 -0.076194153129930955 -0.0097696563296241871 0.00091004067732964309 -0.11896988715628738
leaf_weight=1.6783303357660759 0.48097097888239682 0.6556318954899315 0.46244378387928009 0.26595509113394655 0.26178973834612407 0.14455655566416681 0.1418510103940207 0.41152499010786669 1.2662418936379247 2.0745202791295014 3.7620043578353988 2.9204441900365028 0.73042142251506481 0.73163600041880261 2.6304101250716485 2.548769470129626 1.6517387515632438 2.2639425313100219 0.79211536794900883 1.0945023279637096 0.67327741975896038 1.8260971023701125 1.2359104638453571 3.7323144250549376 2.7294501810101792 0.80978791881352574 1.2041562218219031 1.4677996513200917 187.61852179489506 0.74404811486601818
leaf_count=10 27 64 2 17 27 6 161 15 22 32 101 16 20 109 35 85 28 23 5 36 44 55 19 37 15 7 11 36 1812 23
internal_value=-4.95302e-05 -0.0284376 0.00370792 0.0369687 -0.0267413 -0.0786386 -0.00187617 0.000252794 -0.000698883 -0.0494503 0.0103388 0.0132822 0.00462075 -0.0232092 0.0222167 -0.0959177 0.0393377 0.0166383 0.0427514 0.00564657 0.000100583 -0.000801212 -0.0740715 0.0223224 0.0558886 -0.00306645 0.000362977 -0.000124943 0.000418333 -0.0465038
internal_weight=229.011 2.4132 1.47116 0.990189 0.527745 0.942039 0.286408 226.598 207.06 3.34076 19.5375 19.126 15.364 8.52785 5.24866 3.27919 6.83613 3.91568 4.51703 1.88662 203.72 195.775 3.06201 7.94483 4.21252 1.48307 192.713 191.035 188.823 2.21185
internal_count=2900 304 73 46 44 231 167 2596 2123 54 473 458 357 290 185 105 67 51 76 41 2069 1966 74 103 66 51 1892 1882 1823 59
is_linear=0
shrinkage=0.1


Tree=116
num_leaves=31
num_cat=0
split_feature=2 1 0 2 2 3 2 0 4 4 4 0 3 0 0 0 3 3 2 0 3 4 4 4 0 1 0 3 3 4
split_gain=0.187014 1.06023 1.20992 0.980785 0.900487 2.25402 0.92915 0.862304 0.774164 0.765572 1.51686 1.08904 0.897867 1.12579 1.24168 1.27298 1.83609 1.88393 1.67441 0.989856 0.765414 0.721163 0.856509 1.1157 0.802395 0.985882 0.62413 0.572546 1.23631 1.54952
threshold=-0.033594999999999993 81.524804347700012 107.15656416340002 -0.030145000000000002 -0.053019999999999991 0.087530000000000011 -0.062629999999999991 101.99741301110002 39.852039223600009 41.495754733000005 41.755948821900006 97.152811460000024 0.12424000000000003 95.762878606550018 90.603727454250006 90.337570099350003 0.10611500000000003 0.10211000000000002 -0.016334999999999999 67.875502419400007 0.10575500000000003 40.337496327150006 39.344049039350004 39.788107623550012 86.103248543850015 62.132955852800002 108.08677067655002 0.094415000000000013 -0.09182499999999999 36.072790850000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 6 -6 -1 9 -8 21 -11 12 13 14 15 16 17 18 -12 -20 -7 22 27 -24 -23 -26 -4 28 -5 -30
right_child=1 2 26 7 5 20 8 -9 -10 10 11 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 24 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0017819950504064685 0.063673416040692626 -0.11591755775159401 0.10484050895664959 0.041583101459812366 0.011780975667173791 -0.11653082558183414 0.060590339302384028 0.051926098037295587 0.0046094772504064688 -0.14279828107351425 0.044743751935760155 -0.11055484504570952 0.076556378557058005 0.056210014850473472 -0.1198200970689086 0.11045639492294056 -0.15235560758468447 0.12677848955453602 0.080282221151930247 -0.11526418316578367 -0.031495892255477817 -0.024810968332465148 -0.087865483569015357 0.00095028605468501243 0.097467021506475945 0.018591067358381029 -0.028825723649383229 0.033805534770603718 0.035124098332228341 -0.075278651013006542
leaf_weight=154.07471064222409 3.0542090083472422 1.5042480617703398 0.46640488109551359 3.5709515064954811 5.5528659935225715 2.7382359025068581 4.4752997123869118 3.6438762687612316 5.5139944241382182 0.92072965562692743 1.6273283828049816 0.98178127873689014 1.3254352445947013 1.9752565212547777 1.245772397785913 0.76361527480185021 0.97050212102476496 0.92366512864828099 0.29929547169013293 1.9162711543031035 1.7255925018107516 1.7612895292695592 2.2222202103584996 3.8907648073509336 2.7040011696517467 3.828065229114145 1.3916148114840323 7.1231319066137067 2.026060287142176 3.4124489503446966
leaf_count=1870 26 74 5 27 36 34 28 44 38 22 15 37 14 21 42 5 18 3 16 109 18 22 23 34 17 41 157 48 21 35
internal_value=-5.32073e-05 0.0051148 -0.049248 0.00875685 -0.00164294 -0.0307506 0.000134193 0.00519822 0.0296894 0.00128293 -0.0190923 -0.00962351 -0.000653542 -0.0111802 -0.0283639 -0.0108375 -0.0269819 -0.00145507 -0.0322769 -0.0888483 -0.0836587 0.0099228 0.00053999 -0.0313364 0.0350907 0.0512424 0.00472752 0.0126186 -0.0041323 -0.0341493
internal_weight=227.63 53.5489 3.36227 50.1867 174.081 10.0167 164.064 47.1325 9.98929 43.4886 12.9497 12.0289 11.0471 9.72171 7.74645 6.50068 5.73706 4.76656 3.8429 2.21557 4.46383 30.5389 22.2456 6.11299 8.29336 6.53207 1.85802 16.1326 9.00946 5.43851
internal_count=2900 876 236 640 2024 88 1936 614 66 570 302 280 243 229 208 166 161 143 140 125 52 268 188 57 80 58 162 131 83 56
is_linear=0
shrinkage=0.1


Tree=117
num_leaves=31
num_cat=0
split_feature=2 4 2 3 1 1 4 3 3 0 1 0 0 0 0 1 3 3 4 4 0 4 4 1 3 0 4 0 1 0
split_gain=0.187204 0.765434 0.706171 0.854471 0.63849 0.57447 1.25142 1.10933 1.2891 0.855417 0.571338 1.69418 1.51574 1.53154 1.5968 1.55592 1.31169 1.67262 1.44759 2.61168 0.921577 1.8787 0.792865 2.5071 1.77116 2.66439 2.45088 1.87072 4.50253 1.59859
threshold=-0.11808 34.176526048000007 -0.11131999999999999 0.086230000000000015 77.52437864960001 61.614083433650009 35.131296350900008 0.10236000000000002 0.099780000000000021 84.95796538030001 62.009286778800011 85.678472159250006 85.807518149550006 87.29692395375001 86.780739992750014 62.116825104000007 0.083290000000000017 -0.04931 42.686561923500008 41.840895355800008 85.775256651950016 40.823855932350007 41.43512228960001 64.654729579150015 0.12424000000000003 89.057864029250013 41.986601436450009 89.219171517050015 63.154569942350008 91.625341543800019
decision_type=2 2 2 2 2 2 2 2 2 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 -4 8 9 -8 16 -12 -13 14 -14 -15 17 -7 19 20 -18 -22 23 -17 25 -24 -27 -28 -29 -30
right_child=2 -3 5 -5 -6 10 7 -9 -10 -11 11 12 13 15 -16 22 18 -19 -20 -21 21 -23 24 -25 -26 26 27 28 29 -31
leaf_value=-0.11514134594964148 0.013295462287121626 0.0060995845662941564 0.090885657461082014 -0.074735942075433381 0.029308897392886397 -0.0048337965877769881 -0.031225760288747847 -0.13671299844691098 0.073653230766071762 -0.16747739187112187 -0.093371948114972833 0.047884463616574259 -0.015411232156415103 0.083199216153666017 -0.088323413925445696 0.097914098600841756 0.036491344612431448 0.083645722743040538 0.040641325558400068 -0.094498879041631109 0.03531016743420478 -0.068747191027104901 -0.10795595446351164 0.0021623070169071151 0.074958707741797165 -0.078289135442711308 0.1110732233325217 -0.24040960978947767 0.066528446863191121 -0.0069754086619154658
leaf_weight=0.95004073693416902 1.809266337630105 63.511241883428738 0.73060507420450349 2.8230372840189375 0.45138229409349151 3.7570891063660383 2.4038173530134381 1.1251633586362002 1.0051130875945089 0.57005263306200493 2.0234008642437393 5.9991474635899058 16.783464633277621 2.2901073172688475 3.6583676896989337 2.8863490223884574 5.2517768489196914 4.9533909335732478 6.1483386794570825 3.3764592586085191 3.323871374130249 3.6297748265787959 2.9896058611921026 51.975737428565481 2.1874431736068791 4.3360289542906711 1.5090249478817011 0.77756846323609607 3.494729115918747 19.294556419190485
leaf_count=63 14 982 8 30 46 25 107 14 6 6 84 31 121 10 25 24 28 20 39 33 20 28 25 622 25 65 4 6 39 350
internal_value=-4.7446e-05 0.00448653 -0.00187419 -0.040353 -0.0686156 -0.000735102 -0.0315223 -0.0490438 -0.024253 -0.0573434 0.000457334 -0.00264175 -0.00108835 -0.00370724 -0.0284599 0.00180817 0.0126951 0.0454819 -0.000447347 -0.0166602 0.00487275 -0.0190073 -0.000275583 0.0071999 -0.0121326 -0.0180121 -0.00886971 0.00313404 -0.00377749 0.00429638
internal_weight=226.026 64.9127 161.113 4.6323 1.40142 156.481 5.83475 5.10415 3.97898 2.97387 150.646 120.206 118.182 112.183 20.4418 91.7412 30.4407 8.71048 21.7302 15.5819 12.2054 6.95365 89.451 54.8621 34.589 32.4015 29.4119 25.0759 23.5669 22.7893
internal_count=2900 1091 1809 44 109 1765 141 133 119 113 1624 1431 1347 1316 146 1170 193 45 148 109 76 48 1160 646 514 489 464 399 395 389
is_linear=0
shrinkage=0.1


Tree=118
num_leaves=31
num_cat=0
split_feature=0 0 3 3 3 1 1 1 1 0 1 4 4 0 4 2 1 4 4 0 2 3 1 1 4 4 2 0 1 1
split_gain=0.192889 1.09231 0.842099 0.990387 1.86538 1.24587 1.81414 1.15564 1.64304 1.28304 1.29555 0.774689 1.22237 0.715706 3.59904 2.38353 1.09519 0.648361 0.529533 0.825988 0.51674 0.511891 0.499891 2.44499 2.18043 2.33176 2.26948 2.10917 0.7184 2.28708
threshold=85.716110573100011 85.807518149550006 0.11467000000000002 0.10045500000000003 0.095645000000000022 62.00390986255001 64.071334164850015 61.960894532450006 61.917879202350001 84.95796538030001 58.549241164900003 39.468990633150007 41.902916368500009 86.001087134900004 39.091773401050006 -0.11420499999999999 61.885617704800005 40.421032462050007 48.315732392000008 67.04476885710001 -0.044409999999999998 0.094415000000000013 62.057679025150001 62.084563606450011 40.532725462000009 42.852084787850011 -0.063985 86.103248543850015 62.132955852800002 62.197478847950002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 7 -7 8 9 10 11 -1 -13 14 -3 -16 -15 -5 19 -14 -12 -17 24 -24 -18 26 -26 -25 -29 -30
right_child=1 13 -4 17 -6 6 -8 -9 -10 -11 20 12 18 16 15 21 22 -19 -20 -21 -22 -23 23 27 25 -27 -28 28 29 -31
leaf_value=-0.066057628872396565 0.03592439786189721 0.11158531627752391 -0.069227678509340085 -0.0025543772645712508 -0.10747992933672222 -0.12045757083793303 0.010796285808902014 0.061325674298942347 -0.090085748342759953 0.05293219076353476 -0.12413861814258279 0.084190183746723393 0.079282019355006228 -0.077889894823480507 0.033163746164199807 -0.075103831442495758 0.069933605748463912 0.067474097013370982 0.0077473396368448882 -0.11629743291916975 -0.0089755079276223667 -0.14535818934948416 -0.075110742010981488 0.11389005682133327 -0.078412929147171448 0.052712151088755099 0.017342616470366324 0.027738822374026834 -0.081343481836436124 0.00083894872726049353
leaf_weight=1.3539823988685515 8.6563555449247342 1.4297295063734043 2.0402409259695551 2.3824228206649414 1.857502874219789 2.0563633712590663 2.15827558998717 3.232951925136148 1.9578974170144636 4.3943675393238655 1.2474396259640341 1.9725348834181184 0.28796982162748441 1.7483057673089195 1.7465001540258516 2.3767395494505772 5.5343215614557293 2.9706604625098407 5.0735992956906557 0.86326495246612467 0.56659229111391951 1.8400635464349759 4.2480445215478531 1.6609723791480053 5.058868084102869 4.9108325876295558 4.846246615983544 9.1201101373881084 3.474496215581893 133.38844235417855
leaf_count=42 41 6 30 18 24 68 53 23 27 23 49 25 11 17 12 28 27 23 37 109 18 29 26 6 33 20 38 41 21 1975
internal_value=-2.72387e-05 0.00122028 -0.00691582 -0.00298908 -0.0107736 -0.00363544 -0.0532437 0.00634427 -0.00368822 0.00704529 -0.0106966 0.00401717 0.0155916 -0.000435943 -0.0309093 -0.065073 0.000858898 0.0363075 -0.00614599 -0.0673752 -0.0881687 -0.10576 0.00165822 -0.000313683 0.0163763 -0.00362944 -0.0315629 0.00183839 0.000563487 -0.00124739
internal_weight=224.456 190.04 34.4161 32.3758 27.0227 25.1652 4.21464 20.9506 17.7176 15.7598 11.3654 9.55135 8.19737 181.384 7.39303 5.9633 173.991 5.35308 6.22483 1.15123 1.81403 4.2168 172.242 151.892 20.3503 14.8159 9.90511 147.644 145.983 136.863
internal_count=2900 2320 580 550 509 485 121 364 341 314 291 224 182 2279 75 69 2204 41 157 120 67 57 2187 2069 118 91 71 2043 2037 1996
is_linear=0
shrinkage=0.1


Tree=119
num_leaves=31
num_cat=0
split_feature=4 4 3 1 0 2 2 4 3 2 4 1 1 3 1 3 0 1 1 2 2 4 0 4 3 3 3 3 2 0
split_gain=0.208575 1.97099 0.611222 1.63511 1.73635 1.19109 2.74063 2.01535 2.75883 1.85382 1.67377 1.65149 1.29815 0.983409 0.913282 2.59588 1.83849 1.4057 0.847115 0.879035 0.822571 2.25004 2.80006 2.0707 1.38448 2.20825 1.26556 1.66531 3.69071 1.47037
threshold=40.259171735100004 40.496232821400007 0.093295000000000031 61.987779113750001 86.530713386650021 -0.072569999999999982 -0.094344999999999998 36.82350895510001 0.095845000000000027 -0.22699 34.823977857500005 75.779569322950024 80.677940036650014 0.10236000000000002 61.928633034850002 0.083795000000000022 85.807518149550006 62.020040611300011 66.447931152150019 -0.11808 -0.087910000000000002 36.173488152900006 94.047642319350018 37.064694648750013 -0.25445999999999996 0.085880000000000026 0.090720000000000023 0.089785000000000018 -0.053019999999999991 94.964406541850011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 14 13 -5 6 7 18 -9 -10 -7 -12 -13 -4 15 -1 -16 -18 -6 -20 23 22 -22 24 -19 -26 27 28 -23 -30
right_child=1 -3 3 4 5 10 -8 8 9 -11 11 12 -14 -15 16 -17 17 20 19 -21 21 26 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0061272755164116224 0.053124537299141017 -0.00045270585646620207 0.093494610859484559 -0.10090063369924587 0.11218125392067786 -0.0660291952198723 -0.1260033845534396 0.039609500864760165 -0.026078527227561068 -0.17109495840385008 0.067109228264356821 -0.082943537101670711 0.053208636471451701 0.015039406763148053 -0.13298094365789367 -0.15968351279620477 0.084967645266275038 0.051048292094949543 -0.035488320577764777 0.084729031214506298 0.098868340494587606 -0.15184825352101719 -0.072818172871314715 0.032551943894622536 -0.16116732790297655 0.0026356251064717333 -0.09631061910703996 0.066793972163124812 -0.048972276066771528 0.029045927403581213
leaf_weight=3.8100794882338951 7.2253507813729803 138.17974580718146 2.9802499264478675 1.7573709373828048 1.6239742338657377 1.7138674450889073 2.0197245668387049 2.8420244890912727 1.9218692008435034 1.6284657256765052 7.0126481326296908 1.596799807623029 1.2473014370771123 3.4439538326114416 1.1170835853845336 1.5482733829412607 1.7405855506658543 1.0575753209268439 1.3400720220379296 1.1137449309826482 2.9687096476554933 2.2782886576023857 1.3969354202563407 11.449905485438647 1.6704703155337441 1.6222679348211384 2.9359972355887285 1.7618073658668425 4.8810817003250158 4.7825571120192762
leaf_count=81 60 1784 18 20 6 30 50 26 28 27 44 23 23 26 43 23 8 19 28 18 17 43 72 126 67 30 36 11 44 69
internal_value=-2.13857e-05 0.00220961 -0.00421997 0.00629023 -0.00494318 0.00206552 -0.0193496 0.00122429 -0.033817 -0.0925946 0.025182 0.0410416 -0.023233 0.0514355 -0.0117468 -0.0504967 -0.00651185 -0.00284673 0.0561552 0.0190762 -0.00699959 -0.0199653 0.0439314 0.0102375 -0.0484935 -0.0804648 -0.0367294 -0.0239643 -0.0373539 -0.0103609
internal_weight=222.669 145.405 77.2637 32.2421 25.8179 24.0605 12.4899 10.4702 6.39236 3.55033 11.5706 9.85675 2.8441 6.4242 45.0216 5.35835 39.6633 38.5462 4.07779 2.45382 36.8056 21.0054 4.36565 15.8002 4.35031 3.29274 16.6397 13.7037 11.9419 9.66364
internal_count=2900 1844 1056 367 323 303 183 133 81 55 120 90 46 44 689 104 585 542 52 46 534 292 89 242 116 97 203 167 156 113
is_linear=0
shrinkage=0.1


Tree=120
num_leaves=31
num_cat=0
split_feature=3 0 1 1 3 2 3 1 2 4 3 3 4 4 4 1 4 1 3 3 4 3 4 4 0 3 0 1 1 0
split_gain=0.199931 1.33599 1.32455 2.52447 1.09873 1.0603 0.709663 0.948808 1.32735 1.1092 1.05073 0.733409 0.493723 0.908144 0.970345 0.49312 0.485681 0.527911 1.14667 2.29341 1.39394 1.35937 2.20085 1.89382 1.80126 1.69815 1.06076 0.599668 0.597303 2.70362
threshold=-0.23472499999999999 71.249517373150013 61.944763783650011 61.987779113750001 -0.22588499999999997 -0.23361999999999997 -0.24523500000000001 62.014663695050011 -0.18126999999999999 39.995120105550008 -0.2485 -0.25765499999999997 32.785955158400007 30.509590007400003 29.904643970450003 62.154463517850012 34.542090938800008 61.960894532450006 1.0000000180025095e-35 0.083290000000000017 38.052786106700005 0.093295000000000031 40.496232821400007 40.742467179200005 85.253695774650012 0.10790500000000001 71.144667506050013 55.895732990150002 66.697957758300021 90.337570099350003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -2 -3 7 -5 11 -10 15 -9 13 14 -6 -11 -14 18 20 -20 -18 23 -23 -21 -25 -24 27 -22 29 -19
right_child=4 2 3 6 12 -7 -8 8 9 10 -12 -13 16 -15 -16 -17 17 28 19 21 26 22 25 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.12995587734203137 0.074770128148240939 -0.023822814220056603 -0.23548344097926896 0.10984553739155983 -0.10933645268694184 0.073484997659921836 -0.083437571334839866 -0.017303151255019238 0.0084787484657425343 -0.17011305939259819 0.0047910877084052202 0.068595815893964643 0.032442885856694435 -0.11519640777736558 0.097966549582076068 -0.078398144840535589 0.044728459834462692 0.0014053114982991765 0.057078827699463888 -0.13341636110206287 -0.10291093351080555 0.042365749504569582 -0.078520220343503699 0.051937544242289281 -0.073201949871768826 0.014501348477917789 -0.13801503681720451 0.11348191266486461 -0.003597273383179605 0.057831867932463192
leaf_weight=0.88267367365188221 1.994169896643142 1.7061202576442154 0.52481049671769042 0.68989397585392254 0.36140291252740908 3.2582830006722387 1.2415781247545918 1.6829164575174216 2.8160094924678534 0.88970202952623489 1.1577462464338162 2.427968289121055 4.697055367374559 1.020582623688824 0.60175857250578701 1.718726604565745 0.83081107540056409 67.55035367088567 4.7933678580448058 2.1665802174247828 0.2221426343021452 6.2769485674798471 4.3836320290574804 1.9877269165590403 2.7300094026140869 3.5532302651554346 1.9902719403035005 0.30238655209541321 86.5694669121076 9.7122706605587137
leaf_count=65 24 34 6 3 58 26 39 48 59 8 13 25 72 44 10 46 15 509 30 24 53 39 37 26 29 23 46 1 1415 73
internal_value=-1.30777e-05 -0.00982069 -0.00396657 -0.020582 0.000910417 0.0400431 -0.0116484 -0.0038181 -0.0111514 -0.0389949 -0.0744915 0.0334304 0.000173051 -0.0494669 0.0201811 -0.109681 0.000670977 -0.000101981 -0.0124801 -0.00536127 -0.0675727 -0.0195473 -0.00188194 -0.0560203 -0.0204768 -0.0368757 -0.104673 0.0218377 0.002107 0.00849839
internal_weight=220.741 18.9964 18.1138 13.1494 201.744 4.9644 12.6245 11.383 10.6931 6.58218 3.76617 4.11088 199.75 1.98374 0.963161 2.60843 197.766 193.069 29.2371 25.8915 3.34561 21.0981 14.2138 6.88432 4.71774 7.93686 2.5148 0.524529 163.832 77.2626
internal_count=2900 372 307 247 2528 60 241 202 199 126 67 73 2504 112 68 54 2392 2320 323 208 115 178 99 79 55 60 100 54 1997 582
is_linear=0
shrinkage=0.1


Tree=121
num_leaves=31
num_cat=0
split_feature=4 4 2 0 1 0 1 1 1 4 1 0 0 1 4 0 4 4 4 0 0 2 4 1 1 1 3 3 4 1
split_gain=0.2061 1.62175 0.641292 0.582817 0.712734 3.13805 1.85941 2.41132 2.11526 0.814536 0.677325 1.16723 2.59148 2.16197 0.974586 1.37146 1.01008 0.930039 1.2537 1.11647 1.30523 0.736382 1.83397 0.611462 0.575504 1.23537 0.6812 0.574025 0.555281 0.929864
threshold=40.259171735100004 40.496232821400007 -0.046474999999999995 75.994645973400011 61.82916008405001 85.807518149550006 61.917879202350001 62.057679025150001 62.245871094250013 37.962710038050005 69.873026810350026 94.776214472700005 94.832672093450014 70.182199495350019 39.211875820650008 102.21786657775002 38.238138001450004 39.646013290900008 38.592454371550012 89.99344745865001 93.262612545250008 0.06041500000000001 39.893178577750007 70.085415002650009 71.429644067900014 77.52437864960001 0.094415000000000013 0.09310000000000003 40.823855932350007 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=3 2 -2 -1 9 -6 -7 -8 -9 -5 17 13 -13 23 15 16 24 18 19 27 -21 22 -16 -12 -14 26 -26 -10 29 -3
right_child=1 28 -4 4 5 6 7 8 10 -11 11 12 14 -15 21 -17 -18 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.084049556806579231 0.071942832189419686 -0.10748205197206862 0.0090831927509324433 0.061456329152027644 -0.13350263110225333 -0.1304674528600874 0.063351333662343787 -0.1242932366008392 0.0045773079000164269 -0.0054474697763425587 -0.047935498184241407 0.14542919599465584 0.034117177486826911 -0.12949802020810294 -0.12719009825488228 -0.083573218131681837 0.045851234652602123 0.047870998725565383 -0.059597793174583052 -0.044264573078706113 0.033608558615368045 0.025618440465800037 -0.0088351485255310138 0.017593818058922458 -0.11933604093046069 0.024346027187795861 -0.025506280936919409 0.057436360327875635 0.0014568781101435291 -0.011732058310119947
leaf_weight=0.90439389416132954 4.4660562899662182 1.1732225511223058 2.5494524299429022 3.472135914489626 1.8912048392230634 1.1215781103819598 5.3998537696897975 1.4855569899082173 3.4830018170178025 3.8237572759389877 2.7230184879153994 1.1341431061737264 2.2625119490548986 2.2452937744965311 2.2304135538579422 1.5963049440324528 5.868155470583587 4.8911018120124927 3.0692049590870729 5.6539125032722932 3.4753639400005341 1.3194100626424186 3.1700265552208293 2.9848387818783522 1.4178829970769586 2.6890024796593934 1.7031369910109786 5.0089309066534042 128.56005780227133 7.484798561927164
leaf_count=73 32 12 28 31 49 10 29 10 25 28 20 4 21 55 48 264 47 33 23 38 21 28 36 21 47 42 29 24 1688 84
internal_value=-7.5439e-06 0.00220366 0.0490995 -0.00425857 -0.00328498 -0.00652517 -0.00282687 -0.000583388 -0.00649387 0.0263922 -0.00341972 -0.0132741 -0.00202171 -0.0463685 -0.00953537 0.00422641 0.0142801 0.00865451 -0.000616052 0.0096572 -0.0146196 -0.041354 -0.0577164 -0.0136679 -0.00866991 -0.0253319 -0.0681332 0.035756 -0.00019397 -0.0247069
internal_weight=219.258 144.234 7.01551 75.0241 74.1197 66.8238 64.9326 63.8111 58.4112 7.29589 56.9257 31.3441 23.391 7.95315 22.2568 15.537 13.9407 25.5815 20.6904 17.6212 9.12928 6.71985 5.40044 5.70786 8.07253 5.81002 3.12102 8.49193 137.218 8.65802
internal_count=2900 1844 60 1056 983 924 875 865 836 59 826 662 566 96 562 450 186 164 131 108 59 112 84 41 139 118 76 49 1784 96
is_linear=0
shrinkage=0.1


Tree=122
num_leaves=31
num_cat=0
split_feature=3 3 4 1 4 4 1 4 2 4 1 3 2 0 0 0 2 1 4 0 2 1 0 4 0 1 4 3 4 0
split_gain=0.190155 0.383125 1.11845 0.659585 0.317051 0.903706 0.547224 0.508623 0.414376 0.369991 0.999042 1.44838 1.2802 0.868061 1.01637 0.532298 0.648781 1.1999 0.443785 1.60391 0.652581 0.611325 0.95089 0.966763 0.825483 1.04362 0.96325 0.748475 0.73206 0.679409
threshold=-0.54481999999999997 -0.27223499999999995 35.616518500750011 58.549241164900003 32.785955158400007 30.509590007400003 68.579878449600017 34.542090938800008 -0.088514999999999996 37.020641110850008 69.64719632740001 0.090640000000000012 -0.042409999999999996 94.964406541850011 95.238629271150003 96.811377277450006 -0.59681499999999998 70.96454081135002 37.737818700150008 92.851278451300018 -0.02852 61.86411003975001 85.40693788805001 38.938637541200009 84.95796538030001 57.960468834350003 41.919251152600005 0.10211000000000002 48.315732392000008 67.542133611250009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -7 10 11 12 -9 -12 -15 -16 -17 -18 19 -11 -21 22 23 -20 25 26 -25 -27 29 -28
right_child=1 4 3 -5 7 8 -8 9 -10 18 13 -13 -14 14 15 16 17 -19 21 20 -22 -23 -24 24 -26 27 28 -29 -30 -31
leaf_value=0.030379714952293843 0.042549092471294632 -0.10660685487635393 -0.0087474690330489151 -0.12095700739650067 0.032480456729303414 -0.032577599952181339 0.059032638177081209 -0.10431958923475003 -0.16435510646337129 0.07824810536988383 -0.13035827021532101 0.032995545754593812 0.0093695759769869338 0.090631649402849401 -0.1277468059500908 0.10624776313757858 0.11411937630974339 -0.11093022544274367 -0.086882512715737201 -0.079315737125404351 0.018055301743188937 0.0018440003471060066 -0.070661928465683144 0.068291388402786965 0.070397746546697074 -0.12397653162737421 0.050408994068503979 -0.0044075849400224488 0.0096594019150200213 -0.12147969875962004
leaf_weight=2.0400549718760876 1.236562031306675 0.25691145897144385 0.86853350410820018 1.3200308959494576 4.8968133436937924 0.41259159628680209 0.89177459713755525 1.9066908662207427 0.56592756436657499 3.0489370489958665 1.1673115613521066 5.8545883856713772 2.0611794998403621 0.57639272464439306 0.73988799471408162 0.30422984855249469 0.31315624713897727 0.973092986670963 1.3356184964068223 1.2780977012735095 1.4915301697910761 170.76615094617955 2.905145857948809 2.0378013446461392 1.566519759595393 1.1532900462043474 0.30393226514570393 0.95874387212097634 3.4669428076595068 0.94470667022687849
leaf_count=60 29 19 31 48 79 24 72 26 24 26 28 30 20 3 12 3 1 79 14 51 15 1992 27 21 8 34 19 11 27 67
internal_value=-7.30324e-06 -0.000294828 -0.0334732 -0.0764266 0.000240761 -0.0381717 0.0219862 0.000629767 -0.108791 -0.000130476 -0.0158852 0.0013828 -0.0452618 -0.0575179 -0.0282663 -0.0576745 -0.025077 -0.0561386 0.00101425 0.028208 -0.0268784 0.000160979 -0.0194266 -0.00677779 0.00347816 -0.00834654 0.0108407 -0.069699 -0.0139862 -0.0796401
internal_weight=217.643 215.603 3.42513 2.18856 212.178 2.12721 1.14869 210.051 0.978519 205.154 13.8965 9.82246 3.96787 4.07407 2.90676 2.33037 1.59048 1.28625 191.257 5.81856 2.76963 185.439 14.6727 11.7676 10.4319 8.86542 6.75338 2.11203 4.71558 1.24864
internal_count=2900 2840 108 79 2732 139 91 2593 48 2514 202 76 46 126 98 95 83 80 2312 92 66 2220 228 201 187 179 134 45 113 86
is_linear=0
shrinkage=0.1


Tree=123
num_leaves=31
num_cat=0
split_feature=2 2 3 4 4 3 4 2 4 3 3 3 4 1 1 3 1 3 1 0 0 1 1 0 3 3 4 0 0 3
split_gain=0.175616 0.64451 0.650602 0.636293 1.11208 0.806528 1.09329 1.22317 1.30624 1.6126 1.03944 1.53909 1.49221 1.20894 1.4743 0.950586 0.929696 0.987638 1.26314 0.754199 1.6985 1.49658 1.43927 0.985402 0.740546 0.631918 0.905167 0.581385 0.774372 1.55851
threshold=-0.11808 -0.11131999999999999 0.086230000000000015 38.938637541200009 37.797539186950011 0.12191500000000002 44.215931556700006 -0.61225999999999992 47.833738492450003 -0.24523500000000001 0.10790500000000001 0.093925000000000022 41.24714903835001 77.285105876000003 80.059594666650014 0.099425000000000027 62.197478847950002 0.085880000000000026 60.990361147350008 90.337570099350003 89.219171517050015 71.090898343450007 61.767325547050007 75.994645973400011 -0.25095999999999996 -0.085699999999999998 39.685256516350002 90.837623311600012 97.550703263350016 0.076580000000000023
decision_type=2 2 2 2 2 2 2 2 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 19 6 10 -8 9 -9 11 13 -13 16 -15 -14 17 18 -5 20 22 -21 23 -1 -10 -16 -27 -26 29 -29
right_child=1 -3 -4 5 -6 -7 7 8 24 -11 -12 12 15 14 25 -17 -18 -19 -20 21 -22 -23 -24 -25 27 26 -28 28 -30 -31
leaf_value=-0.071001004367591894 0.0093903609500238377 -0.00071140663387413627 -0.069372721565855056 0.072938618714022727 -0.074139075750493263 -0.044498688527667307 0.097769717159739394 0.032858178122514209 -0.050254972585088813 -0.11070791312257805 0.087780523239737174 0.016964963108158308 -0.11423091159955932 -0.12704017250446839 0.081590280923298147 -0.012037270788402376 0.058774962099898589 0.055320826261382072 -0.048006503842983231 -0.12590491041595933 0.093640700893519113 0.019452803442967112 -0.12380677024221697 0.093714362909483817 0.040644791229430328 0.097470784660477844 -0.10796711092183692 0.041537825104910386 0.014704889323988116 -0.16792247644095118
leaf_weight=0.58407874035765261 1.6948421588749614 149.69398047144023 2.7510726569453254 1.1666229593684061 2.6477762454451295 2.6790282712317994 1.0000562366330985 1.1158708983566614 2.3212914529722157 2.6179808699089362 2.257014025351963 5.1007884180871752 1.9579666860663567 0.99964765831828062 0.93401766070746828 1.700943750751321 11.411431798711417 3.3244595341384411 3.3237021658569574 1.1735870013944807 2.0713258422911167 1.7865966046774699 0.97392595023848105 0.96042151562869549 4.1590840432327241 0.33333499287255075 0.6014451554074185 0.65469036530703284 3.6406932144309394 0.77660071570426226
leaf_count=48 14 1765 30 30 54 26 8 31 31 103 21 45 23 19 25 18 79 19 37 16 11 127 33 10 32 6 60 18 126 35
internal_value=-1.51371e-05 -0.00182579 -0.0393472 0.00446655 -0.018376 0.0089396 0.0118378 -0.00937478 -0.0163844 -0.0678028 0.0222714 0.0174794 -0.0179915 0.0315423 -0.0290173 -0.0667234 0.0405775 0.0140048 -0.016584 0.00118025 0.0265628 -0.0381754 -0.0286066 0.0314245 0.000234615 0.0234166 -0.0347096 0.012931 -0.00979465 -0.0721127
internal_weight=216.414 154.14 4.44591 62.2744 10.1977 52.0767 49.3976 16.2863 15.2862 3.73385 33.1114 30.8544 8.7597 22.0947 2.86845 3.65891 19.2262 7.81478 4.49033 7.54994 4.58975 2.96018 2.51843 1.5445 11.5524 1.8688 0.93478 9.23107 5.07198 1.43129
internal_count=2900 1809 44 1091 299 792 766 384 376 134 382 361 86 275 110 41 165 86 67 245 102 143 91 58 242 91 66 211 179 53
is_linear=0
shrinkage=0.1


Tree=124
num_leaves=31
num_cat=0
split_feature=3 3 4 4 0 2 2 4 2 4 4 4 4 4 1 1 1 4 4 4 0 0 4 1 4 4 0 0 2 3
split_gain=0.176691 0.338459 1.00288 0.318469 0.300687 0.378472 0.550414 0.295289 0.715757 0.25065 0.244772 0.768381 0.461005 0.454064 0.344115 0.979657 1.07209 0.577088 0.872683 1.0373 1.24612 0.47973 0.469814 1.29294 0.588763 0.737125 0.448544 0.627542 0.42182 0.644964
threshold=-0.54481999999999997 -0.27223499999999995 39.530201452500002 35.616518500750011 113.28087178455002 -0.088099999999999998 -0.012769999999999998 48.919835655300012 -0.16297999999999999 40.823855932350007 32.785955158400007 30.509590007400003 29.904643970450003 34.542090938800008 61.614083433650009 57.960468834350003 60.474177186300004 48.919835655300012 48.680511450650009 41.919251152600005 71.144667506050013 78.029808778150013 36.372781240150012 69.64719632740001 36.625813070500008 37.020641110850008 96.811377277450006 97.550703263350016 0.28022500000000006 0.094415000000000013
decision_type=2 2 2 2 2 2 2 2 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 10 9 -7 8 -1 -6 11 12 -3 -12 15 17 -17 18 19 21 -21 -15 23 -16 -24 -26 -25 -28 -27 -30
right_child=1 4 -4 -5 5 6 -8 -9 -10 -11 13 -13 -14 14 22 16 -18 -19 -20 20 -22 -23 24 26 25 28 27 -29 29 -31
leaf_value=-0.11675057073989357 0.039907699815082381 -0.041746053107844107 -0.11832761546983182 -0.035151640550470563 0.016152058056288145 0.052263663788397988 -0.10513837577746239 0.069504778996356584 0.053380934732713395 -0.11446007198809466 0.031240022446190077 -0.1008187244530703 0.088705580338981085 -0.003004405309323646 0.004347694157853025 -0.11791580356796411 -0.014197275139730268 -0.044879407859048544 0.10004268137790887 0.044630120397136555 -0.12914019017984532 0.08166941265143017 0.05480749506976608 -0.12775307107799549 -0.046212757402248811 0.0016423908466321885 0.065384031065838039 -0.10831006504476114 0.0042839131681928306 0.085974831125117709
leaf_weight=0.38189966583740909 1.1751233422983203 0.5450284577236737 0.95635286734614045 1.0892224949202498 0.18587057315016853 0.697716975446383 0.32594712530771974 0.96350938081741322 0.7015367756248444 0.70124194975505816 4.8187388289952642 0.92986835174815485 0.53860317403450608 1.3131257414352133 4.7642868062248445 1.6518682012101633 2.5122906737960875 1.7294632736593483 1.1219150796532629 0.68918111408129323 1.0285783729632383 1.3642967864871023 2.0996108050458124 1.254958314355463 3.1748728898528489 173.16478145447036 0.36489442107267667 0.4837758241337724 2.6795755626226301 1.5117126982077023
leaf_count=31 29 50 56 23 76 38 95 5 24 83 69 35 7 32 41 43 25 18 5 63 27 8 16 29 43 1829 4 40 38 18
internal_value=-1.09042e-05 -0.00029207 -0.0324633 0.00380177 0.000202148 -0.0392858 0.00214494 0.029229 -0.00658859 -0.0870938 0.000565352 -0.0341315 0.023093 0.000904937 0.00017736 -0.0166881 -0.0553411 0.00552341 0.0213233 0.00122943 -0.0594219 0.0401416 0.00119292 -0.0244835 0.0021585 0.00154618 -0.0897803 -0.0336285 0.00240112 0.0337482
internal_weight=214.92 212.873 3.2207 2.26435 209.652 1.91078 1.02366 2.04695 1.08344 0.887113 207.741 2.0135 1.08363 205.728 200.909 11.4107 4.16416 7.24656 5.5171 4.39518 1.71776 2.67742 189.498 6.86792 182.631 180.531 2.10363 0.84867 177.356 4.19129
internal_count=2900 2840 108 52 2732 292 133 60 55 159 2440 92 57 2348 2279 221 68 153 135 130 90 40 2058 114 1944 1928 73 44 1885 56
is_linear=0
shrinkage=0.1


Tree=125
num_leaves=31
num_cat=0
split_feature=2 2 4 4 2 4 1 4 2 2 3 1 4 4 4 1 4 2 4 2 4 1 3 1 1 4 1 1 4 0
split_gain=0.158307 0.583892 1.29004 1.23389 1.1008 1.09344 2.44324 3.69773 1.92452 1.92265 1.85136 1.51062 1.61053 1.28746 0.845502 0.848445 1.82955 0.729892 3.75915 2.01252 1.00442 0.730642 0.622825 0.617436 0.724174 0.58273 0.527833 2.52393 1.91333 1.66573
threshold=-0.11808 -0.088099999999999998 35.461062230100005 37.020641110850008 -0.085734999999999992 41.495754733000005 61.917879202350001 43.411469133450005 -0.092624999999999999 -0.10710499999999999 0.087605000000000016 75.465019721650009 38.938637541200009 40.742467179200005 43.673409002000007 62.095317438950012 44.710446918150005 -0.081474999999999992 41.811877919650009 -0.082885 42.737166331000005 61.409760615700009 0.093675000000000022 62.079186690200011 71.666228383350017 34.176526048000007 62.245871094250013 62.106071271500007 39.468990633150007 88.028184565250015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 2 -2 -4 23 9 -7 8 10 -5 -8 12 -11 -14 -9 -16 -17 18 -6 20 -20 -19 -12 -3 -25 -1 27 28 -23 -28
right_child=1 4 3 5 17 6 7 14 -10 11 22 -13 13 -15 15 16 -18 21 19 -21 -22 26 -24 24 -26 -27 29 -29 -30 -31
leaf_value=-0.066770110519359729 0.055087693867945903 0.066806231939140925 -0.094023514082914914 -0.059816984190150704 -0.12097007073118898 0.069299495561571958 0.0033704561508019317 0.072481857661786525 -0.13844330575157257 0.070498701003363848 -0.14730242648560429 0.09269451347393988 -0.076552733923994351 0.024012066688151271 0.056285194541832666 -0.11592743728463373 0.035800473487342346 -0.049365748413807503 0.067805884030880295 -0.05689515992086136 -0.0045937469005859453 0.065013573507024358 -0.05647901092614576 -0.025813443637590534 0.054683118472685532 0.0056819527659551427 -0.092531997250828335 0.065589655961887816 -0.01099430474967019 0.0010695072354417556
leaf_weight=1.1313309119614121 2.6131915378937256 3.7670692866668087 1.9998855316007382 3.1613852344453326 3.0247018410154842 2.2423265718389329 3.4026737634412703 1.9088228275068093 3.614434166345748 2.5973517494276148 1.5883460682816806 2.7571381022135029 2.5458677057176828 2.5463058911263943 1.4714940630365161 1.4993280568160119 1.6910779686295425 2.6614593166741534 4.044281421811319 3.6240109326899974 3.6416414733394049 3.8478541248478022 1.4391664592549203 2.3854568456299603 2.1027664154535159 59.181033568984276 1.9703009200966324 7.3331165746785691 23.775625030277297 54.249028232776254
leaf_count=109 37 20 24 22 54 12 33 16 51 17 23 22 25 15 10 25 16 120 16 36 27 27 21 22 24 982 58 38 183 815
internal_value=-1.80678e-05 -0.00172363 -0.0126523 -0.0177884 0.00175684 -0.0130923 -0.0286821 -0.0419052 -0.0800603 0.00851157 -0.047243 0.0291893 0.00641897 -0.026266 0.0164223 -0.00653136 -0.0355039 -0.000929334 -0.0219461 0.0045366 0.0335025 0.0022812 -0.104128 0.0369548 0.0118998 0.00432291 0.00378879 0.0134379 -0.000406673 -0.00221091
internal_weight=213.818 153.506 37.0788 34.4656 116.427 32.4657 18.8577 16.6153 10.0446 13.608 6.43019 10.4467 7.68953 5.09217 6.57072 4.6619 3.19041 108.172 14.3346 11.3099 7.68592 93.8374 3.02751 8.25529 4.48822 60.3124 91.1759 34.9566 27.6235 56.2193
internal_count=2900 1809 369 332 1440 308 207 195 128 101 77 79 57 40 67 51 41 1374 133 79 43 1241 44 66 46 1091 1121 248 210 873
is_linear=0
shrinkage=0.1


Tree=126
num_leaves=31
num_cat=0
split_feature=4 0 2 0 4 4 0 0 4 3 1 4 2 4 2 4 3 2 3 4 1 1 3 4 2 2 1 1 1 4
split_gain=0.161207 0.786068 0.651223 0.588749 0.390566 0.332569 1.01308 1.006 0.660344 0.397149 0.707494 0.400191 0.665312 1.45216 1.10284 0.610159 0.582552 1.51169 1.18837 1.4508 0.792004 0.573493 0.756511 0.616593 0.834844 0.556654 0.460473 0.499454 0.592037 0.842812
threshold=49.110028829250005 71.249517373150013 -0.15818499999999999 110.50907145210002 48.680511450650009 45.90502654165001 97.32487278035002 90.837623311600012 47.480720532750006 -0.52484999999999993 61.944763783650011 43.874475754150005 -0.098345000000000002 44.269496632500008 -0.22573999999999997 43.673409002000007 0.083415000000000031 -0.085249999999999992 0.082325000000000023 44.921040431000009 76.42211081615001 83.715897724050009 -0.22253999999999999 43.411469133450005 -0.091399999999999995 0.20981000000000005 82.570614560500005 81.320481529800006 80.288113607700012 42.178283198950005
decision_type=2 2 2 2 2 2 2 2 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 9 7 -7 -8 10 -1 15 13 -13 -15 21 18 -18 19 -14 -19 23 -23 26 -25 -24 27 28 29 -11
right_child=1 2 3 -5 -6 6 8 -9 -10 11 -12 12 16 14 -16 -17 17 20 -20 -21 -22 22 25 24 -26 -27 -28 -29 -30 -31
leaf_value=0.048016950679176704 -0.12595918326973596 0.019251140691675557 -0.10816369770209844 0.0079550282580096339 0.027252543335399601 -0.020825172847559262 -0.044741819054434979 -0.13759059556621414 0.05383035312061582 0.0028164349349822332 -0.11805129837855377 0.043891846239606742 -0.051600826514522614 -0.005192887911457009 -0.13889328426137212 -0.049414195672910478 0.093633844604161673 -0.14272725530822591 0.10132003883347251 0.087363617318390291 0.0066560283514945986 0.044524784297202261 -0.10574512282684811 0.078716336988280344 -0.011628428685463899 0.015225674259653444 0.04007786464324492 -0.04883287813511366 0.034442838793944733 -0.01465610370068089
leaf_weight=0.39836558635579311 0.58789835684001346 3.7461266072932631 0.94553026719950117 0.81129534023057204 5.3002586588263503 2.1095158882089886 1.0492392587475481 1.1347552408697081 1.9291789484559556 125.91752017848194 0.72055312336306088 2.4286809109617016 1.6960090640932306 1.3861022369819695 1.1118101283209396 2.5042960754944934 0.91572418063879046 0.74023497087182455 2.6738664512522519 1.3487054409924892 0.6818207903415896 0.70165853117941912 1.5379521024224225 2.3309316863596905 1.8225680049508799 0.50538410164881487 2.8304275013506404 2.1193551475880659 4.8507597530260673 35.359403974405723
leaf_count=41 10 67 106 48 44 36 38 53 38 1175 26 33 34 39 20 32 8 21 16 16 23 50 306 22 30 41 38 63 42 384
internal_value=-1.55172e-05 -0.016049 -0.00430695 -0.0545405 0.000458307 -0.000248929 -0.023006 -0.0616664 0.0191053 0.000478837 -0.0589265 0.000822415 0.01778 -0.0111683 -0.0647024 -0.000397436 0.0354823 -0.00657492 0.0526754 0.00995572 -0.0711037 0.000292278 -0.045062 0.00100275 0.0390728 -0.0758251 7.8471e-05 -0.000594441 2.09559e-05 -0.00101436
internal_weight=212.196 6.09085 5.50295 1.75683 206.105 200.805 6.22269 3.24427 2.97842 194.582 1.11892 193.463 12.983 4.92659 2.49791 180.48 8.05636 2.33778 5.71858 3.04471 1.42206 177.976 2.74499 175.231 4.1535 2.04334 171.077 168.247 166.128 161.277
internal_count=2900 231 221 154 2669 2625 165 89 76 2460 67 2393 210 92 59 2183 118 52 66 50 44 2151 397 1754 52 347 1702 1664 1601 1559
is_linear=0
shrinkage=0.1


Tree=127
num_leaves=31
num_cat=0
split_feature=4 4 2 4 4 1 4 4 2 2 0 4 4 2 2 4 3 2 0 3 0 1 0 2 2 4 4 3 3 0
split_gain=0.170363 1.31472 0.569879 0.524072 3.07513 2.39018 0.88548 0.980426 1.45987 1.78404 0.550634 2.1297 1.59508 1.72421 2.83075 1.78228 2.42128 1.53143 1.52272 1.74052 1.02269 1.75507 1.23374 1.20696 1.40637 0.98795 0.689875 0.87212 0.617288 0.594369
threshold=40.259171735100004 40.496232821400007 -0.046474999999999995 41.134354310300004 41.21013581150001 61.987779113750001 41.028010303750008 40.823855932350007 -0.097799999999999984 -0.057185 86.232294534150014 41.941595803500007 41.902916368500009 -0.079824999999999993 -0.12350999999999999 41.495754733000005 0.084365000000000009 -0.062629999999999991 86.20003303655001 0.10872000000000002 85.447264760050004 62.036171360100006 85.656964494200011 -0.080319999999999989 -0.11420499999999999 42.801286935650005 43.57842012870001 -1.0000000180025095e-35 0.085765000000000022 90.337570099350003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -3 7 8 -7 -10 11 17 13 14 -12 -15 -17 -6 19 20 25 22 -22 24 -23 -13 28 -28 -27 -14
right_child=1 3 -4 4 10 6 -8 -9 9 -11 12 18 29 15 -16 16 -18 -19 -20 -21 21 23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0040019300049411862 0.067607239268301825 -0.10015202960869592 0.0075552723957897005 0.087917998388490085 0.067593581367488859 0.041422110874912023 -0.053822412423798732 0.047352131307967893 -0.13165873649541956 0.0055346308913626317 -0.0022500598257962738 0.065165238267180722 -0.01158196801637109 0.045731034633402855 -0.12345379017381448 0.041798828816905081 -0.11708770929966535 -0.016935708830371324 0.091773569319921075 -0.1173689462839968 -0.0077091518792075601 0.053489353369098158 -0.11199097477085368 0.071526507268371745 -0.073289132463618858 -0.13897772839911485 -0.01444889439704929 0.059487873358008397 -0.0047770242420883289 0.0090989260224258375
leaf_weight=71.221147716312771 4.2138860422419384 2.8490624839905676 2.5284666712250319 4.0406438288046038 8.2510032588615996 2.9087825483875349 2.4797480735505806 4.6705890496523352 1.637487243046053 2.2505840735393559 3.5716008055023849 2.8953664824075629 21.68604215036612 3.9927095656748843 4.1846417900524102 1.6747087833355183 2.2446267717750743 2.8954082439304321 1.4711493924260128 1.498831896635237 1.8174143361393342 1.417380388826132 3.0192197379656136 2.0063851971644908 2.2866106750443578 0.641043464129323 4.8226871873775981 2.3839653972609067 0.7365846098982729 38.690828243656142
leaf_count=1056 32 31 28 22 43 30 28 41 17 31 39 52 154 29 51 17 29 44 6 37 26 10 36 18 35 42 99 26 19 772
internal_value=-2.12582e-05 0.00200717 0.045087 -0.000176325 0.00220972 -0.0166876 0.000362144 0.0120791 -0.0121594 -0.0522453 -0.000877209 0.00928484 -0.00570707 -0.0341373 -0.0676418 -0.00129254 -0.0491964 0.0456361 -0.0069248 -0.0130968 -0.0060015 -0.0284816 -0.072806 0.00906083 -0.0247757 0.0146522 -0.00238516 0.0100094 -0.0672238 0.0016708
internal_weight=210.989 139.767 6.74235 133.025 116.229 16.7963 13.9472 11.4674 6.79685 3.88807 112.188 36.1431 76.0452 15.6683 7.75624 7.91205 3.91934 11.1464 24.9966 23.5255 22.0267 10.547 4.83663 5.71038 3.70399 11.4796 8.58428 7.20665 1.37763 60.3769
internal_count=2900 1844 60 1784 1606 178 147 119 78 48 1584 493 1091 165 90 75 46 87 406 400 363 125 62 63 45 238 186 125 61 926
is_linear=0
shrinkage=0.1


Tree=128
num_leaves=31
num_cat=0
split_feature=3 3 4 4 2 2 4 0 3 2 1 2 3 4 4 2 4 1 3 4 3 3 1 1 3 0 0 1 0 0
split_gain=0.174055 2.88527 0.701411 1.5358 1.1925 0.905448 0.883634 0.924662 0.82192 1.01791 0.902732 0.859963 0.731713 0.68585 1.16092 1.24853 1.02256 0.956715 1.2476 0.884786 1.10529 1.35017 1.08547 1.07386 2.03574 1.4683 0.945104 0.919817 0.919705 0.87009
threshold=0.085495000000000029 0.085245000000000029 38.703421923500009 38.386256906100009 -0.077279999999999988 -0.10710499999999999 35.818873074050011 94.964406541850011 0.07933500000000003 -0.12350999999999999 68.214248143850014 -0.26820499999999997 -0.25276999999999999 44.157169339850007 44.758188263300006 -0.23871499999999998 45.90502654165001 81.524804347700012 -0.098985000000000004 43.022303514600004 0.082975000000000021 0.079785000000000009 62.175971182900007 61.971648364950006 -0.24637000000000001 92.851278451300018 86.135510041400025 61.885617704800005 90.337570099350003 87.181320254150009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 -6 -8 9 10 11 -1 -12 17 -15 -16 -17 19 -19 20 21 23 -23 24 -4 29 -21 -26 -22 -25
right_child=-2 -3 13 -5 6 -7 7 -9 -10 -11 12 -13 -14 14 15 16 -18 18 -20 26 28 22 -24 25 27 -27 -28 -29 -30 -31
leaf_value=0.045133794371465828 0.0023211025906004425 -0.13127974088654704 0.029442168440900369 -0.13642168891517031 0.05914633963554744 -0.13889793519877033 -0.055848774611582414 0.029905066286054688 -0.15242298266120591 0.10197870769934776 0.091533714795618712 -0.12146487773137178 -0.05541493506542048 -0.082399786013664322 -0.11271186497748045 0.058281461450903363 -0.0089230441695796314 0.02228440379562556 -0.11304734620105049 -0.022456751348972015 0.0029537791739718583 -0.0021246436913006967 -0.091414460351596061 0.014581030829510245 -0.042175448482690434 -0.021281269649509427 0.053248709195835235 -0.17894028061752171 0.074824941957232924 0.068239088459471034
leaf_weight=0.39973071962594886 126.47192765496766 1.7321798995835695 2.0857599586015567 1.068900156606104 2.7123850553434741 0.91867306349740818 2.4399382947012782 2.594432384648826 0.48184295381361142 0.63281587723759036 0.73879565100651234 1.3778013781993652 0.62594306057871996 2.1303645157604505 0.99235926725669266 2.7515529991360355 12.779491092762326 1.3134559195168551 1.4151326009596221 2.0476122052932615 3.3949089329689732 2.6438806448131791 2.8069377699866891 7.0549393327673915 0.95852458894660841 6.459101033397018 8.4711472622584534 1.0098499972373245 3.7441309792920947 5.2864739475771785
leaf_count=3 1421 24 34 20 58 21 24 37 27 5 16 84 45 54 85 37 314 48 102 72 20 17 25 62 34 74 65 13 22 37
internal_value=-1.46717e-05 -0.00357087 -0.000851133 -0.0212248 -0.011696 -0.0488614 0.0131341 -0.0116561 -0.0294309 -0.0137325 -0.0370353 -0.0840002 0.0241351 0.00338155 -0.0129228 -0.00396517 0.00298322 0.00962774 -0.0479029 0.013043 0.00548477 -0.0033837 -0.0481051 0.00728232 -0.0393968 0.0173482 0.0385117 -0.112341 0.0406472 0.0375656
internal_weight=209.541 83.0691 81.3369 13.9913 12.9224 5.1756 7.74676 5.03437 4.25693 3.77509 3.14227 1.77753 1.36474 67.3456 18.6538 16.5234 15.531 48.6919 2.72859 45.9633 35.4445 28.3055 5.45082 22.8546 4.05413 18.8005 10.5188 1.96837 7.13904 12.3414
internal_count=2900 1479 1455 340 320 201 119 61 180 153 148 87 61 1115 490 436 351 625 150 475 338 296 42 254 81 173 137 47 42 99
is_linear=0
shrinkage=0.1


Tree=129
num_leaves=31
num_cat=0
split_feature=3 0 2 2 3 4 4 2 4 4 1 4 2 2 3 3 4 4 3 3 3 3 0 1 0 3 3 1 0 4
split_gain=0.171327 0.29673 0.337116 0.478744 0.258617 0.918528 0.237846 0.622549 0.233107 0.223524 0.640438 0.343759 0.328016 0.311373 0.912013 2.27424 0.405731 1.31967 0.725588 1.60006 1.1039 0.712292 1.24774 2.12453 1.31439 0.986222 0.921326 0.874878 2.56632 0.826848
threshold=-0.54481999999999997 113.28087178455002 -0.088099999999999998 -0.012769999999999998 -0.27223499999999995 40.036761086100007 48.919835655300012 -0.16297999999999999 35.616518500750011 32.785955158400007 69.276189105400007 34.542090938800008 -0.081844999999999987 0.28022500000000006 -0.16319499999999998 0.094415000000000013 40.305698932850007 40.496232821400007 -0.12530999999999998 -0.11050499999999999 -0.25276999999999999 0.090640000000000012 97.152811460000024 80.468240302450013 86.530713386650021 0.11308000000000003 0.096085000000000018 65.848404989100018 93.679323555450011 40.036761086100007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 -3 -4 5 8 7 -1 -2 10 -6 12 -11 16 -15 -16 18 -18 20 -20 -13 29 24 25 -23 -24 -25 -26 -29 -21
right_child=1 2 3 -5 9 -7 -8 -9 -10 11 -12 13 -14 14 15 -17 17 -19 19 21 -22 22 23 26 27 -27 -28 28 -30 -31
leaf_value=-0.11564600702678832 0.038609627349476726 -0.088033455959350776 0.046793711422427352 -0.10481873006318561 0.0035237170650324785 -0.11632424060987112 0.066492058728366096 0.051695105554222381 -0.027911771517226642 0.050671670839313392 -0.1245051724182609 0.01667693764222351 -0.0029783529661466077 0.09306149484399287 -0.095554043767881555 0.082334081909952977 0.053125252068097123 0.00070317426889299672 0.093230706248954798 -0.015313220993104471 -0.101356720292238 -0.025772957859490537 -0.12960181238684296 0.075152310447832577 0.052513933284946579 -0.015452063692675242 -0.040207405943349206 -0.054047566748739666 0.042798904894166948 -0.084890430587086077
leaf_weight=0.33316149894380931 1.0841475254856048 0.81997894039159291 0.66266485858068336 0.3037363373023243 1.3442520998651151 0.86021662366692897 0.91788885742425907 0.66819071132340369 1.0246653485810382 2.6590641540242359 0.55081349375541311 1.3425858556292953 1.9943234735401336 1.3998461604351176 1.4174763877308572 1.4578597948420791 4.993321281624957 125.44209356360079 1.6246022814884771 21.002050419017909 1.9333407497033466 6.8955331894103464 2.2620460297912355 1.6211357857391706 7.2564232572913197 1.1374721582978962 1.2083520394808145 4.2364086117595416 7.7264705117268022 1.8592188802431326
leaf_count=31 25 164 38 98 39 54 5 24 21 36 53 17 33 10 37 21 41 1488 14 264 35 60 49 20 37 18 39 34 74 21
internal_value=-1.66104e-05 -0.000293525 -0.0408728 -0.000857521 6.12379e-05 -0.0292371 0.0297231 -0.00398122 0.00628709 0.000493228 -0.0336887 0.000817974 0.0276786 0.00017638 0.0268662 -0.00536078 -0.000422461 0.00270999 -0.00722021 -0.00458226 -0.0529825 -0.00746074 0.00208905 -0.0381271 0.0116816 -0.0914075 0.0258872 0.0251195 0.00850271 -0.0209717
internal_weight=208.039 206.12 1.78638 0.966401 204.334 2.96903 1.91924 1.00135 2.10881 201.365 1.89507 199.47 4.65339 194.816 4.27518 2.87534 190.541 130.435 60.1056 56.8297 3.27593 55.2051 32.3438 6.22901 26.1148 3.39952 2.82949 19.2193 11.9629 22.8613
internal_count=2900 2840 300 136 2540 100 60 55 46 2440 92 2348 69 2279 68 58 2211 1529 682 630 52 616 331 126 205 67 59 145 108 285
is_linear=0
shrinkage=0.1


Tree=130
num_leaves=31
num_cat=0
split_feature=3 0 4 4 3 1 3 3 1 2 3 2 3 1 0 1 2 0 0 2 3 1 3 0 1 2 4 2 2 1
split_gain=0.171006 0.942617 1.72302 1.42245 1.23441 0.880942 0.676944 0.329566 1.475 0.467597 1.15012 1.17854 1.9247 0.564133 1.3308 1.46436 0.445875 1.46706 1.83649 1.35967 1.19512 1.3747 1.16291 1.02018 0.950304 1.28726 0.857539 0.685113 1.04459 1.42538
threshold=0.11614000000000002 87.393708446500014 41.134354310300004 39.646013290900008 0.25847000000000003 68.961639504150014 0.11308000000000003 0.11048000000000002 63.431481129800005 0.22542000000000004 0.08079500000000002 0.28022500000000006 0.094415000000000013 68.214248143850014 96.249489528150022 78.349735295650007 0.048530000000000011 94.964406541850011 93.063666643600016 -0.0039949999999999994 0.07797500000000003 72.496961945650014 -0.04931 81.917319234750025 61.82916008405001 0.15973500000000004 41.028010303750008 -0.062629999999999991 -0.053019999999999991 80.677940036650014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 5 -2 -5 -3 7 9 -9 16 13 -12 -13 -11 -15 -16 19 18 23 27 21 -19 -21 -18 -25 -26 -24 -1 -29 -30
right_child=1 2 -4 4 -6 -7 -8 8 -10 10 11 12 -14 14 15 -17 17 20 -20 22 -22 -23 26 24 25 -27 -28 28 29 -31
leaf_value=-0.0012169603733901497 0.040188029881521821 0.017286893820547409 0.057674022724121657 -0.11925619277433337 -0.018363007019427481 -0.078076986519255917 0.047299586687454181 0.037321615191233511 -0.095726943755839233 -0.048466277638103149 -0.13336943305261167 -0.12332859731324462 0.087130239180275182 0.10101287126002821 -0.15447277192238204 0.024291974873625676 -0.078656254714023918 0.075665175572516452 -0.13101949969890686 0.041855926950659886 0.069860312215626871 -0.11232238744963226 -0.028804813508716606 0.10556881965651671 0.042271857092631572 -0.094965482933439926 -0.11761375240330137 0.046928572609563395 -0.0042499672242909325 0.083992731262630904
leaf_weight=128.5549231342884 1.700062846764921 1.7666400745511039 4.1184414164163172 2.3004090992617421 2.5645266557112336 2.1445979553973302 3.0780025864369227 1.619547403417527 1.7162304512094122 1.3920293534174542 1.5189337091578639 0.82785493560368173 0.91461652049474651 1.4704566779546442 0.60400911932811174 1.8985931236820759 1.0835100532567574 0.70380014739930608 1.1378644830547271 1.1249784012907182 5.8934375735125286 0.86968598944076803 2.2249107967891169 1.2011716879205776 2.3057521723385439 0.97142702259588976 2.126428534698789 7.859001148404789 19.075801536440853 2.0248204682720816
leaf_count=1727 13 11 42 39 22 62 30 11 29 20 52 28 15 10 11 62 60 4 22 36 101 40 29 10 53 15 67 55 191 33
internal_value=-1.2459e-05 -0.010448 0.0125314 -0.0385542 -0.0660709 -0.0350027 0.000779972 2.28456e-05 -0.0311308 0.000582213 -0.0221528 -0.0689846 -0.0128596 0.00631605 0.02551 -0.0188533 0.00168927 0.018706 -0.015267 0.000210231 0.0491883 -0.028238 -0.0487734 0.00841406 0.0294802 0.00159173 -0.0722043 0.00191325 0.0158086 0.00421782
internal_weight=206.792 14.5947 8.02968 6.565 4.86494 3.91124 192.198 189.12 3.33578 185.784 8.62649 3.26141 1.74247 5.36509 3.97306 2.5026 177.158 14.1666 6.69973 162.991 7.46692 1.57349 5.47632 5.56186 4.47835 3.27718 4.35134 157.515 28.9596 21.1006
internal_count=2900 189 115 74 61 73 2711 2681 40 2641 198 95 43 103 83 73 2443 305 160 2138 145 44 132 138 78 68 96 2006 279 224
is_linear=0
shrinkage=0.1


Tree=131
num_leaves=31
num_cat=0
split_feature=3 3 2 4 1 4 3 4 2 1 2 0 2 1 3 3 2 0 3 3 4 3 0 3 3 3 2 2 3 3
split_gain=0.158725 0.612475 0.362788 0.752716 0.925655 0.787496 1.1829 0.735349 0.584489 0.899248 0.943804 1.14158 0.397596 1.22373 0.409368 1.07305 2.01777 0.714408 0.576211 0.647784 1.79686 1.20843 1.19114 0.622942 0.998005 1.47887 0.847148 0.355103 1.16482 0.763245
threshold=0.4172550000000001 0.43162500000000009 -0.59309999999999985 39.268993001500007 77.285105876000003 40.621691032550004 0.099010000000000029 43.104429861650011 -0.50001499999999999 75.551050381850018 -0.58180999999999994 91.410264893400026 -0.26138499999999998 62.305017173150013 0.21240500000000004 0.11614000000000002 -0.031989999999999998 89.99344745865001 0.11308000000000003 0.10500500000000003 41.621607100200002 0.10661000000000002 89.528344202050008 0.10332500000000001 0.10236000000000002 0.10176000000000003 -0.25089499999999998 0.22542000000000004 0.08079500000000002 0.094415000000000013
decision_type=2 2 2 2 2 2 2 2 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 -5 7 -7 9 10 -4 -12 13 -10 15 18 17 -17 19 23 21 -21 -23 24 25 26 -14 -28 -29 -30
right_child=1 -3 8 5 -6 6 -8 -9 12 -11 11 -13 14 -15 -16 16 -18 -19 -20 20 -22 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.10962979588245528 -0.071917266586263087 0.0084320717009842752 0.043918177475002484 0.098213579853580299 0.043748873516663317 -0.074463336092977603 0.073712399357349731 0.028639945180907758 0.09144610273675273 -0.11417985011666099 -0.13461306654344016 0.0066110498484161203 -0.080741867047799454 -0.022150576282038356 0.035882742760944032 -0.12430951041771299 0.042497686725069948 -0.034311300577569544 0.045150345433732107 -0.06990532766594143 -0.11430227435774792 0.053091569443431352 -0.040560960955513502 0.034517964668230719 -0.066092627470472592 0.07910100920879691 0.0016633898457437428 0.005905407010400595 -0.12090495505406079 -0.0025578735848304328
leaf_weight=0.87145193945616284 1.447368117282166 2.7534820106739062 1.7322692710440604 1.5639446910354307 0.71739278404129436 1.4736711437581109 2.0764495366602205 1.3037253910442812 1.826238818757701 1.09338592036147 0.99581526691326816 1.346124538220465 1.2928396871284338 1.9726703201267808 3.087127676641102 2.1451450539752845 1.7840458947466675 1.4979222720357936 2.8450426224735557 2.0872229996130027 1.838650229736231 3.7016023332253098 2.1450688596669352 5.4494667695835224 2.243459213525056 2.3922885404899707 143.81924192727274 5.2118326412746674 1.5249960061191816 0.84794255241285998
leaf_count=15 20 39 12 13 32 19 17 25 18 69 30 21 58 41 37 24 29 24 25 24 37 22 37 38 19 17 1950 103 63 22
internal_value=-1.36516e-05 -0.0192516 0.000388643 0.0212465 -0.0403765 0.0365024 0.0166186 -0.0260661 -0.000477184 -0.0336549 -0.0120446 -0.0534388 0.000436174 0.0324584 -0.000225274 -0.000841721 -0.0446351 -0.0873049 0.000513308 -0.000222658 -0.0252291 -0.00458667 0.0187317 0.00127859 0.000127291 0.0010852 -0.000137065 0.00055122 -0.0205373 -0.078615
internal_weight=205.088 4.20085 200.887 8.00664 1.58884 6.41779 4.85385 2.7774 192.88 5.16759 4.07421 2.34194 187.713 3.79891 183.914 180.827 5.42711 3.64307 175.4 172.555 9.77254 7.93389 5.84667 162.782 157.333 155.089 152.697 151.404 7.58477 2.37294
internal_count=2900 59 2841 121 47 74 61 44 2720 132 63 51 2588 59 2529 2492 77 48 2415 2390 120 83 59 2270 2232 2213 2196 2138 188 85
is_linear=0
shrinkage=0.1


Tree=132
num_leaves=31
num_cat=0
split_feature=2 3 2 4 0 3 2 2 1 2 3 2 2 2 1 1 1 1 2 2 0 0 4 4 2 0 3 2 4 2
split_gain=0.162291 0.639869 0.345112 0.714329 0.633797 1.20766 0.384995 1.38707 0.719814 0.39128 1.37109 1.11722 0.897891 0.814592 1.02282 1.83582 0.647711 0.58094 0.575526 0.716662 0.810105 1.63735 1.07565 0.749647 0.631705 1.54302 1.08546 0.801502 0.58141 0.50708
threshold=0.68694500000000025 -0.16319499999999998 0.25677000000000011 40.08085804200001 94.614906984850009 0.10236000000000002 0.20327000000000003 0.18145000000000003 67.203387886850024 0.048530000000000011 -0.11050499999999999 0.072320000000000023 0.11529000000000002 1.0000000180025095e-35 62.132955852800002 62.014663695050011 76.763544998700013 62.057679025150001 -0.031989999999999998 -0.030145000000000002 85.694602908050015 86.530713386650021 41.495754733000005 42.686561923500008 -0.054494999999999995 86.20003303655001 0.083565000000000014 -0.062629999999999991 39.852039223600009 0.06041500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 -4 -6 7 9 -8 13 -11 29 -13 18 15 -15 17 -14 24 -20 -21 -22 -23 -24 27 -26 -27 -1 -29 -12
right_child=1 -3 3 -5 5 -7 8 -9 -10 10 11 12 16 14 -16 -17 -18 -19 19 20 21 22 23 -25 25 26 -28 28 -30 -31
leaf_value=-0.0012366107641105524 0.087405959467518002 -0.019153119527034759 0.021602196914239556 -0.10524999319803029 -0.1308822292889896 0.039531248816400952 0.080849083026015844 -0.083662873618965364 -0.0012834965140069994 -0.1096741226941081 0.03438307635571819 -0.053938823922667717 0.048678198422499638 -0.078697248524202387 -0.085835627475114154 0.10739397407956262 0.072008959839519035 -0.034824254531944057 0.072856004689370202 0.068255046577983522 -0.086590132646310727 0.04547903807275655 -0.074462938238040885 0.017004047735788688 -0.091986929040766982 0.028881233606188772 -0.040774403587953735 0.065977811434021733 0.0088906324454498999 0.10492395696854669
leaf_weight=139.03883036605475 0.98402402736246619 1.3187030563422002 2.6849671388044944 0.92663777533743985 0.95344753107929114 0.73752381272424827 1.6904289697995398 1.9763706294179417 2.8936275530795683 0.78828891481680408 2.098939248688108 1.992680511481012 1.4017443049233409 1.1289109831559465 2.4769776413595537 0.99945945537183423 1.8777915127866434 2.0540625029243529 2.1348603462101883 2.0288189698767374 1.8380378801375616 5.3498086833133112 1.6632687861565503 1.9425252182991242 2.5796126695349804 4.7066366604994965 4.2639105329290032 3.0574715693655881 4.2834516679868102 1.980684637033846
leaf_count=1870 8 36 25 45 62 11 18 22 37 72 52 50 20 38 76 6 57 34 22 36 29 51 19 21 34 34 42 22 33 18
internal_value=-1.44814e-05 0.0263828 -0.000316073 -0.0254898 -0.00859996 -0.0565557 0.000364118 -0.000320868 0.0290039 0.000547483 0.0178751 0.0266903 0.00333569 -0.000642969 -0.0421508 0.00868915 0.024734 -0.000953991 0.000462712 0.0192108 0.0102792 -0.000618223 0.0170266 -0.0251875 -0.00131289 -0.0238279 -0.00422772 0.000463664 0.0326673 0.0686311
internal_weight=203.853 2.30273 201.55 5.30258 4.37594 1.69097 196.247 191.663 4.58406 189.687 12.1942 11.4059 7.32628 177.493 4.60535 2.12837 5.3336 3.45581 172.887 14.9573 12.8225 10.7936 8.9556 3.60579 157.93 11.5502 8.97055 146.38 7.34092 4.07962
internal_count=2900 44 2856 143 98 73 2713 2658 55 2636 303 231 161 2333 120 44 111 54 2213 178 156 120 91 40 2035 110 76 1925 55 70
is_linear=0
shrinkage=0.1


Tree=133
num_leaves=31
num_cat=0
split_feature=1 1 1 3 1 0 1 0 3 3 4 2 4 1 1 3 4 4 4 2 3 3 2 0 1 1 1 2 1 1
split_gain=0.154991 2.422 3.06558 1.80129 1.46138 1.57415 1.18488 1.82951 0.985731 0.857173 0.640397 1.91577 1.99086 1.69279 1.0936 0.965591 0.943893 0.836125 0.857742 1.00595 1.44027 1.49527 1.6166 2.40112 1.24407 1.1306 2.19908 1.64854 1.10814 1.54189
threshold=66.697957758300021 66.318885161900013 65.727424373200009 0.25847000000000003 68.214248143850014 90.662873533100012 68.961639504150014 92.031298721500022 0.21240500000000004 0.091705000000000023 38.238138001450004 -0.033594999999999993 34.542090938800008 82.987325570650015 71.429644067900014 0.10236000000000002 38.386256906100009 38.828362408050005 39.211875820650008 -0.59511499999999995 0.090865000000000015 0.087265000000000023 -0.079824999999999993 97.483491810050012 75.645146416450004 70.085415002650009 71.343613407700005 -0.088329999999999992 71.52105164435001 70.77903720030001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -8 10 -7 11 12 -9 -14 -13 -16 -12 -18 -19 24 21 28 23 -23 -20 -22 -27 -28 29 -21
right_child=3 -3 -4 -5 6 9 7 8 -10 -11 16 14 13 -15 15 -17 17 18 19 20 25 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0016921219641692618 0.027164930369764435 0.068905336386414481 -0.11787100796572664 -0.12475383090582058 0.050742696826868217 -0.12785979701147698 -0.13247473904409979 0.025228922152996765 0.09476320057859329 -0.032062864283236049 0.066559818218828365 0.052479808346106993 -0.12420330083230278 0.047229640662701522 -0.087936831838567292 0.024770064575760309 -0.059608227873782942 0.047352633173428554 0.093871404925503499 0.0017449481587084794 -0.12723192426216651 -0.089446116255743238 0.077743512959450034 0.046363571255700703 -0.014307927123115648 0.042400416548685899 -0.11569194197426838 -0.022485485331741054 0.0017982152722797616 -0.12975617912086099
leaf_weight=103.96360910171643 1.7634749300777901 5.2344212792813769 2.1896229330450288 1.2002944386258594 4.6801618285244322 2.1930575515143578 1.0449891374446441 1.888669900534296 1.0989152918118623 1.6269856221042571 2.2873462898423886 3.7190047055482847 3.706457633204991 0.68196988149065862 1.4365314779188341 1.614388452391722 2.1853244930316569 4.1278120541610397 2.4265592256560842 1.9629981153411891 1.1166298165917385 1.9474897831678388 5.2388637709955201 3.9266471738374094 1.891877397225471 3.7523419037461272 2.610445089372659 6.9491533221043937 22.465155112255161 1.6337409908883271
leaf_count=1074 13 34 33 39 34 49 61 87 15 17 15 25 127 54 99 15 47 45 13 37 10 29 48 39 37 40 79 102 547 36
internal_value=-2.29794e-06 0.00250033 -0.000774107 -0.00305966 -0.00143625 -0.0509831 0.00184179 -0.0010293 0.000716755 -0.0870592 -0.000615588 -0.0208215 -0.0606165 -0.0975623 0.0160766 -0.0282982 0.00347024 0.00115148 0.00336265 0.000115576 -0.00376433 0.00664374 0.0373568 0.00133773 0.0464788 -0.0305805 -0.0224732 -0.0479374 -0.00645254 -0.0579866
internal_weight=202.565 111.388 106.153 91.1773 89.977 5.58352 84.3935 79.7133 78.6683 3.82004 77.5694 13.047 6.2771 4.38843 6.76992 3.05092 64.5224 62.235 60.0497 55.9219 51.6035 37.1749 11.113 5.87414 4.31844 14.4286 13.3119 9.5596 26.0619 3.59674
internal_count=2900 1141 1107 1759 1720 79 1641 1607 1546 66 1531 407 268 181 139 114 1124 1109 1062 1017 967 736 116 68 50 231 221 181 620 73
is_linear=0
shrinkage=0.1


Tree=134
num_leaves=31
num_cat=0
split_feature=0 0 0 4 2 3 3 3 3 1 3 1 1 2 1 4 4 4 0 4 2 2 3 3 3 3 2 1 0 1
split_gain=0.15952 1.09273 0.6125 1.70612 2.02617 0.610752 0.609756 0.607693 1.59695 1.00375 1.41799 1.22113 1.20329 1.11891 0.711416 0.475615 0.399316 1.04437 1.34082 0.825789 0.655226 0.42634 0.421599 1.03276 0.482944 1.21222 0.356469 1.95516 1.7115 1.60539
threshold=85.716110573100011 85.807518149550006 86.001087134900004 39.468990633150007 -0.11420499999999999 0.11467000000000002 0.083795000000000022 0.10045500000000003 0.093480000000000021 61.993156030000002 -0.17732499999999998 61.960894532450006 61.917879202350001 -0.56818499999999994 61.907125369850007 40.421032462050007 39.468990633150007 38.052786106700005 84.280473931450004 42.599563320500003 -0.26138499999999998 -0.121865 -1.0000000180025095e-35 -0.15684499999999998 -0.25095999999999996 -0.54481999999999997 -0.068524999999999989 61.917879202350001 86.232294534150014 63.910026677050006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 7 -6 8 9 11 -11 12 14 -12 16 -9 17 18 20 21 -1 -18 23 24 25 -21 27 -4 -29 -28
right_child=1 2 26 4 6 -7 -8 15 -10 10 13 -13 -14 -15 -16 -17 19 -19 -20 22 -22 -23 -24 -25 -26 -27 29 28 -30 -31
leaf_value=0.064348553379363835 0.037354032337588543 0.064871856662909302 -0.11186212357437574 0.048000696081484745 -0.03791856292411494 -0.06515090405557411 -0.1240656734986674 -0.0045708355731908564 -0.090221050539436631 0.033580013083711696 0.0804699457078146 0.076392991702296076 -0.08136362673570785 -0.11444754008461221 0.089383161470483197 0.059526291668896926 0.096405437081198947 -0.11569245986956898 0.10851518998875012 0.038046088369428889 -0.10940328006605352 0.013311533750781311 0.035703237357718534 -0.11562066667675708 0.038308752533056822 -0.12605124102786089 0.030787809165945437 0.051824470803528269 -0.0044453742845557628 -0.0049436830845029185
leaf_weight=0.30108504334930331 7.9505892656743518 1.4522404670715321 1.6216421620920289 1.3275573062710457 1.2217508535832173 1.6918639225186769 2.5087814683793113 2.165034366073086 2.2360667687025844 1.4539119717082938 0.33783297240734089 2.3511573337018481 1.6620233060675662 2.2962968134597754 1.0160360652953393 2.4879900650121272 1.4483680855482819 0.95471861958503712 0.82411085069179524 1.016766761546031 0.77748142142083165 1.0763423671305625 1.7059336885576986 0.94577245006803412 1.8087652332615107 0.80784770533500716 18.873513909988105 5.7408941797912112 92.482600106868631 37.673541235747507
leaf_count=11 41 8 14 11 12 30 44 18 37 23 2 16 27 98 4 23 12 14 4 19 57 51 24 57 19 34 140 29 1329 692
internal_value=-1.61986e-05 0.00115401 -0.000612763 -0.0306663 -0.0580964 -0.00682467 -0.0958525 -0.0032588 -0.00992104 -0.00128207 -0.0456937 0.00959192 -0.00135664 -0.0894489 0.00912755 0.0297021 0.0021385 -0.0303458 0.0124792 0.0126745 -0.0608999 0.0609806 -0.00672992 -0.0225381 0.00169135 -0.034608 0.000638311 -0.00295459 -0.00115656 0.00698229
internal_weight=200.219 170.853 162.903 6.51033 5.05809 29.3654 3.73053 27.6735 23.0205 20.7845 4.08804 16.6964 14.3453 2.63413 12.6832 4.65302 11.6672 2.8574 1.90268 8.8098 1.07857 2.52471 6.28509 4.57915 3.63338 1.82461 156.392 99.8451 98.2235 56.5471
internal_count=2900 2320 2279 75 67 580 56 550 509 472 123 349 333 100 306 41 302 86 72 216 68 63 153 129 72 53 2204 1372 1358 832
is_linear=0
shrinkage=0.1


Tree=135
num_leaves=31
num_cat=0
split_feature=2 2 0 3 3 2 3 3 3 1 4 3 4 0 2 4 0 4 4 0 3 2 2 3 4 1 1 1 1 3
split_gain=0.165377 0.596564 0.633394 0.426286 1.69503 1.5059 1.46799 1.05612 0.944878 1.3782 0.899407 0.889037 0.786316 0.739519 0.736271 0.622219 1.17688 1.27329 0.943625 1.01587 0.883681 0.480372 1.73397 0.679727 0.599426 0.608181 1.65471 0.734072 1.10619 0.763131
threshold=-0.11808 -0.11131999999999999 89.458444290650007 0.083290000000000017 0.088565000000000019 -0.16717499999999999 0.090390000000000012 0.093925000000000022 0.080515000000000017 67.316303128300021 42.233786329550007 0.093480000000000021 35.337501601400007 97.013011637200023 -0.46029499999999995 36.82350895510001 85.839779647100016 39.945535567850008 42.131954243650007 97.550703263350016 0.099010000000000029 -0.13820499999999999 -0.156745 0.079235000000000014 35.818873074050011 62.030794443850006 57.129735272050006 65.630639880500027 72.026481772850005 -0.22125500000000001
decision_type=2 2 2 2 2 2 2 2 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 14 -6 10 12 -10 11 -8 13 -1 -5 -9 -17 -18 20 -20 -19 22 24 -24 -14 26 -26 -27 -29 -30
right_child=1 -3 -4 4 6 -7 7 15 9 -11 -12 -13 21 -15 -16 16 17 18 19 -21 -22 -23 23 -25 25 27 -28 28 29 -31
leaf_value=-0.12661131603075157 -0.080407518677059267 -0.00071927262087035987 -0.0016764564797885463 0.035313012426962012 -0.098806327778517722 0.083643510576287008 -0.052244156007730615 0.040346756818723718 0.03031737418658613 -0.14856052338121792 0.090083688443693979 0.068232779056052226 0.10599684822537186 0.064214151451601378 -0.061250779828020331 -0.10436789058817922 -0.07697378162666263 -0.01426174197694724 -0.096543373014570291 0.019393640437108475 0.054930331598043142 0.053658955841745272 -0.1221828410027946 0.046742434272964158 0.0061706042904722848 0.062704903328505285 -0.12305578488927266 -0.055523682955914415 0.068578871632328647 -0.0014684740021908118
leaf_weight=0.85717278407537978 1.9643835828173895 138.26920139471713 2.1296331238772837 2.0182050971452559 1.4634483445552202 5.2421687778769428 1.3200678733119304 2.3485880617154207 0.72913977783173223 1.0524151282806995 2.3559293137113855 1.1427346343552924 0.61552118055989424 0.26613883600293775 1.2970690214278873 1.3408527376595873 2.104866869536635 3.1091389291104843 1.5272770100273194 1.4961553459070271 4.5425523001176771 1.8146430538617959 1.4754865220456839 0.28406074084341515 4.9365033496578716 2.894986297003924 1.2397198595572261 2.2683259083423746 2.5272351323510645 4.0441467823693404
leaf_count=61 17 1765 27 36 26 41 32 35 9 37 16 11 5 30 19 20 45 27 22 23 36 13 109 12 89 30 42 65 44 156
internal_value=-1.85885e-05 -0.00183316 -0.0394531 0.00456865 0.0123441 0.0502832 -0.0019258 0.00473422 -0.00516683 -0.0753509 0.0459119 0.00365686 0.000217128 -0.0814003 -0.00246664 -0.00731379 -0.0152407 -0.00588967 0.00812633 -0.0391716 0.0268153 0.00436551 -4.39414e-05 -0.0949116 0.00896611 0.00563158 -0.0197683 0.0190001 0.00468685 0.0254705
internal_weight=198.678 142.363 4.09402 56.3145 31.3091 8.55744 22.7516 21.2882 25.0055 1.78155 4.81873 2.4628 23.2239 1.12331 3.31527 16.4694 14.1208 12.78 10.6751 3.02343 7.65169 22.1006 20.286 1.75955 18.5264 17.9109 6.17622 11.7347 8.83971 6.57138
internal_count=2900 1809 44 1091 389 96 293 267 702 46 59 43 656 91 55 208 173 153 108 45 63 565 552 121 431 426 131 295 265 200
is_linear=0
shrinkage=0.1


Tree=136
num_leaves=31
num_cat=0
split_feature=2 4 4 1 0 1 4 2 3 2 2 2 1 0 3 1 1 2 0 3 3 1 1 2 2 0 2 2 3 3
split_gain=0.163017 0.863127 1.01705 1.01026 1.18584 0.98641 0.954592 1.0362 0.881487 0.65234 1.60229 0.626188 1.3436 0.585792 0.737202 0.608183 2.17035 0.965483 0.733517 1.21098 0.540818 1.32679 0.538187 0.861258 0.460712 0.777679 0.607683 0.435268 0.52262 0.409429
threshold=-0.16187499999999996 39.091773401050006 37.272044000450002 62.020040611300011 94.354126546200021 61.86411003975001 42.718072821900002 -0.29600999999999994 0.084365000000000009 -0.23771499999999998 -0.61225999999999992 -0.15009499999999998 86.858705278550005 97.32487278035002 -0.21013499999999999 75.645146416450004 78.285212300550015 -0.58350999999999986 102.21786657775002 -0.15517999999999998 0.10500500000000003 68.214248143850014 65.727424373200009 -0.26820499999999997 -0.14228499999999997 88.232507383150008 -0.13820499999999999 -0.23280999999999999 0.094165000000000013 0.079095000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 20 5 6 -3 7 -5 -4 10 -8 12 -2 14 -6 17 -17 -15 -18 -20 21 22 23 -1 25 -13 -26 28 -23 -14
right_child=11 3 8 4 13 -7 9 -9 -10 -11 -12 24 29 15 -16 16 18 -19 19 -21 -22 27 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.04574471458581688 -0.10244769910289296 -0.0014619821907869493 -0.010839892352811601 0.027242077032201863 0.026766798856626139 -0.09460291554774429 0.07999683749128772 0.10051706653997527 -0.13634647772681838 0.03937418185356853 -0.12741133908691618 -0.015295908956077154 -0.020354415959595834 0.096922521914091328 -0.077018122092386662 -0.1405592460138968 0.063058742369101889 -0.008199876368843657 0.056159682415195922 -0.1075571108642107 0.078427219675833021 -0.10650598070697155 -0.17376683670092108 -0.1303428265435411 -0.051861256516678444 0.06364440278551646 -0.0006435083756421477 0.098144908223254446 0.049383824307550395 0.07817881782058056
leaf_weight=0.54071777203353111 1.8359012663131573 6.0073357646761023 0.99906840464245794 3.6387075821403414 1.0948545717401432 1.402500403113663 0.61866152565926336 4.1094639087095874 1.2722032695783125 2.2480620248243213 0.93598474992904812 2.2142635448835781 1.0256736694427671 1.796412777155638 1.8256735724862654 0.99737839773297299 2.2009401507675648 1.7009293654700721 0.93574346302193645 0.87360794454070778 0.75934890206553962 0.31745304119613127 0.45550300274044264 0.57117215305333902 2.3529768907319513 2.8597037579602329 149.51790119267662 0.80797064760554338 0.66671621310524642 0.71616170938068524
leaf_count=7 96 119 27 28 17 23 5 18 39 18 48 29 69 9 36 19 19 38 16 90 8 57 7 60 34 43 1875 16 12 18
internal_value=-1.38742e-05 0.00599145 -0.0274154 0.0130168 0.0233716 -0.0190913 0.0459661 0.0661056 -0.0811397 0.00493109 -0.0448746 -0.00138972 -0.0427567 0.000529281 -0.038111 0.0137979 -0.00854967 0.0457963 0.0242817 -0.0228876 0.00220974 -0.0150176 -0.0822158 -0.0447106 -0.000446714 0.0291951 -0.00143704 0.0437536 -0.000899897 0.0201579
internal_weight=197.299 36.7764 6.39015 30.3863 22.9764 7.40984 11.5509 7.74817 2.27127 3.80271 1.55465 160.523 3.57774 11.4255 2.92053 8.50501 5.00767 3.49734 4.01029 1.80935 4.11888 3.35953 1.56739 1.11189 156.945 5.07397 151.871 1.79214 0.984169 1.74184
internal_count=2900 736 233 503 361 142 117 46 66 71 53 2164 183 244 53 191 144 47 125 106 167 159 74 67 1981 72 1909 85 69 87
is_linear=0
shrinkage=0.1


Tree=137
num_leaves=31
num_cat=0
split_feature=0 2 2 4 1 0 2 3 1 2 0 1 0 0 4 2 3 4 0 4 1 0 0 0 3 1 2 1 0 4
split_gain=0.153422 0.274092 0.274844 0.844352 0.284653 0.839446 0.698624 0.667542 0.575949 0.540576 1.12772 0.587494 1.57096 0.463531 0.558751 0.416693 0.960288 0.451215 0.794895 0.367698 0.282149 1.0665 0.554503 1.30647 0.368907 0.325101 0.319069 0.369421 0.397926 0.297968
threshold=113.28087178455002 0.68694500000000025 0.27148500000000009 38.938637541200009 80.677940036650014 103.44649194340002 -0.61225999999999992 0.08883000000000002 80.909147435850016 -0.15895000000000001 101.23657936015002 81.524804347700012 104.86330937810001 105.70748523110002 37.511241581900002 -0.088944999999999996 0.075065000000000021 44.710446918150005 107.54101367610001 39.468990633150007 78.962703749400006 100.67200315280002 101.47316367565001 100.13162306855001 0.091545000000000029 77.898074329750017 -0.66246499999999997 77.032390811750005 98.615332683000005 43.162556114600001
decision_type=2 2 2 2 2 2 2 2 2 2 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 20 -6 -7 -8 13 -11 -12 19 -10 -15 16 -14 18 -17 -13 22 -22 23 25 -25 26 -1 29 -29 -28
right_child=-2 -3 3 -5 6 7 8 -9 9 10 11 12 15 14 -16 17 -18 -19 -20 -21 21 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.047577108381515028 -0.028363041372208249 0.036752959388662368 0.00023738920377241671 -0.12788577959617289 -0.12208370301511753 -0.12249836490014759 0.085292676200982798 0.0011738449137269095 0.070773331332626602 -0.11457014720371538 0.061469781580464344 -0.016320545840321457 0.08094489003673741 0.09944299347467786 -0.10649080873643305 0.056076418568480474 -0.10745048728802097 0.084074191699651746 -0.10425970119408097 -0.11462002801457977 0.019371606014669314 -0.097801319546072796 0.038313493146094002 -0.12325817396608077 -0.043107502230280294 0.038164820847432966 -0.0017445651622076082 -0.013189621990324862 -0.11632954682614192 0.0093794003173220813
leaf_weight=1.4110196409746993 1.8904897901920765 2.0368942832574239 2.0812302210833873 0.68321177472171246 0.36275047020171669 1.0101612776052196 1.1761506237089623 0.76847810065373767 2.2092403738934059 0.78956837864825491 1.7706661843694744 0.55694082597619843 0.48634013917762409 0.20858593194861885 0.35768855253991205 1.0232936704997011 0.60979925218271092 1.6307327970862386 0.44309381369384926 1.2013622640515675 1.8640992866130539 1.3317645434290168 3.7986123554874203 0.90579303976846803 1.5688941718544809 2.2910037860856383 130.21003950177692 1.1634463054360811 0.55132696486543853 29.543027072504628
leaf_count=10 304 33 51 33 15 36 7 15 42 23 15 25 9 9 45 25 59 11 62 42 20 29 44 36 22 46 1320 35 23 454
internal_value=-1.3119e-05 0.000263081 -0.000124017 -0.0314273 0.000333256 -0.000712487 0.0147169 -0.0690646 0.0186985 0.0117593 -0.000737374 0.0109016 -0.00414309 0.0500834 -0.0306356 0.0291258 -0.0238624 0.0478794 0.00762814 -0.0834838 -1.63434e-05 -0.0294561 0.000532442 -0.000323629 -0.0724445 0.000756935 0.000230768 -0.000182978 -0.0463508 0.000312582
internal_weight=195.936 194.045 192.008 2.76444 189.244 176.418 12.8262 1.77864 12.4635 11.2873 8.5118 7.72223 5.95156 2.77551 0.566274 4.19326 1.09614 3.09712 1.46639 1.7583 174.639 3.19586 171.443 167.645 2.47469 165.17 162.879 161.468 1.71477 159.753
internal_count=2900 2596 2563 84 2479 2090 389 51 374 367 271 248 233 96 54 166 68 98 87 67 2039 49 1990 1946 58 1888 1842 1832 58 1774
is_linear=0
shrinkage=0.1


Tree=138
num_leaves=31
num_cat=0
split_feature=3 3 3 4 4 2 2 2 4 0 0 3 2 2 4 3 3 3 0 3 1 1 0 1 1 1 1 1 3 0
split_gain=0.142285 1.10106 0.776112 0.578203 0.917664 1.39138 1.29111 1.91977 1.62374 1.21255 1.78926 1.13869 0.779788 0.399805 0.895323 0.348907 0.387203 2.80234 0.727316 0.522193 0.458664 2.11349 1.03151 1.09847 0.945898 2.1843 1.95096 1.40422 1.27643 1.33656
threshold=0.10236000000000002 0.10176000000000003 0.10332500000000001 42.871500973550006 41.134354310300004 -0.057185 -0.072569999999999982 -0.23771499999999998 36.625813070500008 86.280686780500005 89.99344745865001 0.12424000000000003 -0.012769999999999998 -0.011399999999999999 38.175120519550006 0.10098000000000003 0.099010000000000029 0.098200000000000023 86.780739992750014 0.097615000000000021 62.55235532115001 64.434276012450013 89.057864029250013 64.221887820150016 65.966697146800016 66.697957758300021 65.630639880500027 67.316303128300021 0.090640000000000012 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 15 -2 4 6 11 7 -4 -9 -8 -11 -6 -7 -12 -15 16 17 19 -18 20 -1 22 23 -22 26 -26 28 -27 29 -23
right_child=2 -3 3 -5 5 12 9 8 -10 10 13 -13 -14 14 -16 -17 18 -19 -20 -21 21 24 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.0065866236034434287 -0.060798451453508165 0.069666374907786321 0.02956877574781493 -0.051030215702169771 0.082716539484654586 -0.05430145870387354 -0.058033585125499325 0.0044347004208135053 -0.12100092160022205 0.082139814548390352 0.019163729909016193 6.328802094389877e-06 0.029637199517669011 0.010820547619914021 -0.10119306889056322 -0.044888121749639416 0.077223306662507069 -0.12419804745218993 0.0012301541620299667 0.043418173655292887 -0.027998166593777386 0.033454547661171292 0.088483467690303269 0.084645863800032861 0.073600438241664137 -0.084041690967233629 -0.13210319092360884 0.0016254305628384551 0.064001622089815122 -0.091325625659455165
leaf_weight=56.995295526270638 2.3923135653021737 2.3169644418812814 2.3027739633980682 2.2162986056937362 4.4162052479077829 2.6545236743986607 2.1604422843083766 1.5054819157448962 3.2812568097288022 3.4293208196759206 2.541408466640859 2.6713783126324415 1.8981636919197606 1.7467797991375857 1.2063934350553607 1.6958258370505053 1.8798081134445954 1.8022903329474491 3.8162108767428435 2.8798010565806171 2.232250409739208 1.4491931347984057 4.1754493080079556 1.4141441212268544 4.1837416654452673 1.9687012417707581 1.5993348683696238 68.124028381776043 1.7434822889044879 2.1057158336043358
leaf_count=668 23 22 34 45 32 34 20 36 55 22 23 23 31 21 22 22 13 22 43 23 35 31 30 17 35 37 23 1420 12 26
internal_value=-2.19424e-05 0.00123011 -0.00585552 -0.0017519 0.00191132 0.0238329 -0.0121294 -0.0454571 -0.08155 0.00918691 0.0254607 0.0515423 -0.0193047 -0.00991425 -0.0349379 0.000226956 0.000716229 -0.000251293 0.0263095 0.00124925 0.000417436 0.00490301 0.0545473 0.0156874 0.000119347 0.00340893 -0.0353037 -0.00078071 -0.00608449 -0.0404578
internal_weight=194.805 160.382 34.4227 32.0304 29.8141 11.6403 18.1739 7.08951 4.78674 11.0843 8.9239 7.08758 4.55269 5.49458 2.95317 158.065 156.369 150.673 5.69602 148.871 145.991 88.996 7.82184 3.64639 81.1742 74.2765 6.89773 70.0927 5.29839 3.55491
internal_count=2900 2479 421 398 353 120 233 125 91 108 88 55 65 66 43 2457 2435 2379 56 2357 2334 1666 82 52 1584 1492 92 1457 69 57
is_linear=0
shrinkage=0.1


Tree=139
num_leaves=31
num_cat=0
split_feature=2 3 2 4 1 1 3 3 3 4 4 2 2 2 4 0 0 3 3 3 4 2 2 4 2 1 0 3 0 3
split_gain=0.133122 0.48432 0.195598 0.774861 0.214225 0.327125 0.181101 1.27636 0.917057 0.472647 0.724676 1.21068 1.10905 1.60444 1.40056 1.05428 1.46097 0.993681 0.832604 2.10929 0.396628 0.268617 0.982974 1.48009 0.947714 0.619532 0.793175 1.55515 1.32963 0.910724
threshold=0.68694500000000025 -0.15959999999999999 0.27148500000000009 38.938637541200009 69.276189105400007 81.320481529800006 0.10236000000000002 0.10332500000000001 0.10176000000000003 42.871500973550006 41.134354310300004 -0.057185 -0.072569999999999982 -0.23771499999999998 36.625813070500008 86.280686780500005 89.99344745865001 0.12424000000000003 0.10611500000000003 0.12424000000000003 38.175120519550006 0.048530000000000011 -0.0039949999999999994 41.495754733000005 0.072320000000000023 62.057679025150001 96.588235252600015 0.070195000000000021 93.063666643600016 0.08079500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 -4 -6 8 -8 21 10 12 17 13 -9 -15 -14 -17 -12 -13 -20 -18 22 -1 -24 -23 -26 28 -28 29 -27
right_child=1 -3 3 -5 5 -7 7 9 -10 -11 11 18 15 14 -16 16 20 -19 19 -21 -22 24 23 -25 25 26 27 -29 -30 -31
leaf_value=0.00078621209477104561 0.078864733732314451 -0.016080214158405461 0.039023059394584399 -0.12538450013163285 -0.074815671244447393 0.029757531043165759 -0.08252803850977479 0.026958109930510663 0.065108959266609201 -0.046126526795039424 0.077909216447210092 0.043526805894385144 -0.052053954201390674 0.0039985410948568606 -0.11325921800033692 0.078431362971778718 0.024817136575027883 5.696407361894367e-06 -0.13617485042331318 0.031332857045131439 -0.033063372494979697 0.057403562206306762 -0.011076084711423009 -0.1382163386975287 0.044642782039832705 0.041612242250745488 -0.11773881004098972 0.045534261386334929 -0.11248435991165194 -0.075997109787445019
leaf_weight=134.17958491995705 0.9379785601049665 1.2576158539814049 0.8971056044101714 0.61758165138962784 0.63521912693977334 0.56539632661952055 2.0766306630830504 2.2747464007989082 2.2356289687304516 2.2054632853760259 4.2298248718871037 1.4352407269179801 2.1673796009272364 1.5028733266735814 3.1614132826071 3.2422062456607801 2.0677829383130302 2.6713770818896592 1.4448621901683512 1.5670498262625185 2.7697022938409646 3.6783623227684066 3.2944675435519448 1.2680721819051539 2.3274085728335185 1.8307293516118064 0.70129514404106874 3.4692593079489598 1.6941930663306264 1.0282176913460714
leaf_count=1857 9 35 8 38 16 37 22 34 22 43 32 6 20 36 55 22 24 23 31 24 26 101 45 81 35 25 29 84 35 45
internal_value=-2.12125e-06 0.0244812 -0.000283211 -0.0269314 0.00205378 -0.0255698 0.000100602 -0.00665066 0.00152348 -0.00152477 0.00192255 0.021534 -0.0110273 -0.0418973 -0.0754778 0.00987704 0.02649 0.0477536 -0.0191543 -0.0490233 -0.00832235 0.000597232 -0.000765914 -0.0464123 0.0134372 -0.00119703 -0.0134267 0.0180793 -0.0422853 -0.000685854
internal_weight=193.435 2.19559 191.239 2.7153 2.09772 1.20062 188.524 32.8166 155.707 30.7399 28.5345 11.3484 17.1861 6.93903 4.66429 10.2471 8.07969 6.9012 4.44715 3.01191 4.83749 153.472 138.742 4.56254 14.7295 11.0511 8.72369 4.17055 4.55314 2.85895
internal_count=2900 44 2856 99 61 53 2757 398 2359 376 333 116 217 125 91 92 72 55 61 55 50 2337 1983 126 354 253 218 113 105 70
is_linear=0
shrinkage=0.1


Tree=140
num_leaves=31
num_cat=0
split_feature=2 4 2 4 3 2 3 1 2 2 1 2 3 4 3 3 2 1 0 3 3 4 2 3 3 2 2 2 2 2
split_gain=0.132549 0.562638 0.288903 0.565794 0.676863 0.455137 1.44703 0.993586 0.79212 0.49234 1.09083 0.265341 1.96896 0.567959 0.293527 0.813425 0.884645 0.623567 1.11501 1.1891 1.83812 1.15944 1.03969 1.16161 0.354954 0.604674 1.2869 0.728795 0.367775 0.664163
threshold=-0.62958999999999998 40.580626202750004 -0.59309999999999985 39.995120105550008 0.099010000000000029 -0.50001499999999999 0.098200000000000023 75.551050381850018 -0.58180999999999994 -0.26138499999999998 62.305017173150013 -0.24103499999999997 0.093295000000000031 39.039757512550004 0.10500500000000003 0.10661000000000002 0.20327000000000003 61.966271448700006 86.280686780500005 0.11048000000000002 0.11308000000000003 41.134354310300004 -0.026349999999999998 0.25847000000000003 0.10045500000000003 -0.053019999999999991 -0.067574999999999996 -0.086339999999999986 -0.15895000000000001 -0.22089
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -4 10 -7 12 13 -11 24 -16 17 -17 -19 -20 -21 22 23 -22 28 26 27 -26 29 -13
right_child=2 -3 5 4 -6 9 -8 -9 -10 11 -12 14 -14 -15 15 16 -18 18 19 20 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.02877686667814898 -0.034764173520752742 -0.062443857677969367 0.071417692239326078 0.0062121769599252728 0.091736222412092422 0.090891610102635356 -0.16204834027682058 -0.1135253710091485 -0.029184627718374934 0.0015001303383137526 -0.019042071723206724 0.0016649621215673123 0.087062846128419816 -0.11668984114672246 -0.06921266802407143 0.021374992565387767 0.065646807629481399 -0.089655735229221808 0.046414685243913102 -0.12256779962691922 -0.16042760280569573 0.035319348926482162 0.015817128407681773 -0.0071134013170323605 0.037136447158310971 -0.012812459950056169 0.087832895443104742 -0.038204106763429065 -0.0015377754443215784 0.046003512011739592
leaf_weight=1.2182425458886421 1.2335049652829173 1.5195038624515289 1.4437572386814284 2.1361003138445089 1.6326951483788432 1.8414772902615362 0.71588567680737458 0.71715301477343008 1.7092537165735842 0.55618610701640125 1.7703215816145528 11.809257852444718 0.98204850756155782 1.5116525531775549 2.1356897314544794 4.5585826449096265 1.6588141248430464 2.0332736773416391 2.8736895557885864 1.6563936148777409 1.1275810565202893 3.5027935030229855 1.5488301683217245 0.87977341859368596 2.9639372050005468 4.176440045470371 2.8703481890261164 2.2652215893613175 122.32106216938519 4.7321919671521746
leaf_count=28 33 21 11 37 14 19 21 58 43 20 41 200 10 115 29 37 25 46 33 28 29 40 14 19 28 40 18 20 1732 91
internal_value=-6.35778e-06 -0.0218525 0.000309484 0.024022 0.0432624 -0.00033391 -0.0314426 -0.00728372 0.016881 0.000459668 0.0370077 -0.000289658 -0.029529 -0.0849003 0.000225476 -0.0105734 -0.004261 -0.0106393 -0.0213526 -0.00936901 -0.0277624 -0.00551622 -0.0457387 -0.0932338 0.00179562 0.0180947 0.0340317 0.00449964 0.000354718 0.0143494
internal_weight=192.102 2.73775 189.364 5.0023 3.7688 184.362 4.58605 3.87016 3.15301 179.776 3.6118 176.164 3.04989 2.06784 173.114 21.9754 19.8397 18.1809 13.6223 11.5891 8.71537 7.05898 3.55618 2.00735 151.138 12.2759 8.09951 5.22916 138.863 16.5414
internal_count=2900 49 2851 84 51 2767 133 112 54 2634 60 2574 145 135 2429 300 271 246 209 163 130 102 62 48 2129 106 66 48 2023 291
is_linear=0
shrinkage=0.1


Tree=141
num_leaves=31
num_cat=0
split_feature=0 2 2 3 2 1 1 0 0 4 3 2 2 0 0 3 4 0 3 2 3 3 2 2 2 2 2 1 0 0
split_gain=0.131881 0.248384 0.482757 0.48653 0.212305 0.207431 0.602055 0.782281 0.588748 1.56151 1.28154 1.28318 0.55012 0.466279 0.520428 1.55586 1.66903 0.403329 1.61465 0.400913 0.77226 0.536046 1.02822 0.507864 0.477857 0.634605 0.655399 0.423038 0.507575 0.395646
threshold=113.28087178455002 -0.012769999999999998 -0.046474999999999995 -0.397505 0.68694500000000025 80.677940036650014 80.909147435850016 100.67200315280002 100.24991522630002 42.297164883650005 0.091705000000000023 -0.081844999999999987 -0.61225999999999992 99.870842629900025 98.201310130900012 0.11308000000000003 41.840895355800008 97.550703263350016 0.088990000000000027 -0.16030499999999998 -0.15959999999999999 0.075065000000000021 -0.088944999999999996 -0.15895000000000001 -0.085734999999999992 -0.046474999999999995 -0.037524999999999996 81.524804347700012 107.15656416340002 101.99741301110002
decision_type=2 2 2 2 2 2 2 2 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 8 -7 -8 13 10 11 -10 -9 14 17 16 -16 -1 -19 -14 -21 -22 23 -23 -24 -26 -27 -28 -29 -12
right_child=1 -3 -4 -5 -6 6 7 12 9 -11 29 -13 19 -15 15 -17 -18 18 -20 20 21 22 24 -25 25 26 27 28 -30 -31
leaf_value=-0.00016003471792177499 0.10653158284009237 -0.10672135765554225 0.09432269256189732 -0.067589967669305168 0.033037965938617547 0.081600504208484803 -0.11446519244865108 -0.11680119617017377 -0.029674365204006105 -0.091664860161997611 -0.099303685974770461 0.082229185413607769 0.053346719013765954 0.051079301238392244 -0.13080149913457206 0.041060188607849053 0.012315119028872909 0.074380394040781145 -0.027570731380552362 -0.11476863996168607 0.066211965775536272 0.024330703106378852 0.082227212811910741 -0.10970610544281803 -0.061066970507161249 0.10869063864471294 0.043171117268723733 -0.10867328652480793 0.027587096983013367 -0.019659633678543828
leaf_weight=151.71326674635202 0.19085550261661399 0.31958053714697499 0.34527522017015133 1.0080953134784065 1.9551999568939198 1.1389953605830658 0.51995696080848475 0.32676398105104176 1.8036036032717673 2.5763366962783039 1.1611657612957063 2.3728090010117722 2.1674602799030227 1.7949494514614333 1.9821431480813765 1.9084610138088463 1.3837082426762206 3.2604594002477816 2.9671126343309879 0.50485282295266642 1.5211523680482111 0.38504239404574025 1.0297975284047369 1.0633601932204273 1.0493431389113479 0.77259170636534147 1.2021023239940629 0.56512000246584626 0.52954238049642299 1.3476326044765299
leaf_count=1756 2 100 7 195 33 9 16 15 38 85 19 21 88 24 54 21 30 25 34 30 36 6 10 84 37 4 16 45 36 24
internal_value=-4.35149e-06 -0.0264747 -0.00986753 -0.0398724 0.00025668 -8.59813e-05 0.0122132 0.00542179 -0.000987648 -0.0255215 -3.12098e-05 0.0339031 0.011029 0.000389365 -0.000168095 -0.0310685 -0.071966 0.000863801 0.025806 0.0149001 0.00523609 0.0126991 0.000359729 -0.0740738 0.0212998 0.00606611 0.0290174 0.00221668 -0.0427574 -0.0565219
internal_weight=190.867 1.86381 1.54423 1.19895 189.003 187.048 12.7761 11.6371 174.272 9.26155 6.68521 4.17641 11.1171 165.01 163.215 5.27431 3.36585 157.941 6.22757 10.7904 8.6229 8.11805 6.5969 1.4484 5.1485 4.1187 3.06936 2.29676 1.09466 2.5088
internal_count=2900 304 204 197 2596 2563 432 423 2131 187 102 59 407 1944 1920 105 84 1815 59 392 304 274 238 90 148 138 101 97 81 43
is_linear=0
shrinkage=0.1


Tree=142
num_leaves=31
num_cat=0
split_feature=1 0 3 3 3 1 1 3 1 1 1 3 1 3 0 1 0 0 0 1 1 2 2 2 0 1 3 3 4 2
split_gain=0.12687 1.22723 1.51138 1.28592 1.00659 0.8782 0.793692 1.06369 0.727645 2.06425 0.98773 0.522139 2.26056 2.2092 2.12326 0.999727 2.21694 1.47587 1.15468 0.99509 0.760238 0.679182 1.15629 1.07398 1.94283 0.631425 0.494245 0.717255 0.809987 0.474183
threshold=71.090898343450007 95.502098167950024 -0.084259999999999988 0.25847000000000003 0.11906000000000001 70.865067860500019 70.343506983200015 0.08494500000000002 72.953999827850012 74.986474174450009 71.787208999250012 0.088670000000000013 77.52437864960001 0.087530000000000011 97.671683879200017 75.085947125300024 97.483491810050012 98.327667663000014 99.378854792050006 78.285212300550015 78.433077497700012 -0.046474999999999995 -0.075174999999999992 -0.079074999999999993 102.21786657775002 79.215418813700012 0.43162500000000009 0.12064000000000002 41.395309858300003 -0.054494999999999995
decision_type=2 2 2 2 2 2 2 2 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 8 6 26 -8 10 -10 -3 13 14 15 -13 -11 -17 -18 -19 -20 -21 22 23 24 -14 -22 27 29 -29 -1
right_child=1 3 -4 -5 -6 -7 7 -9 9 11 -12 12 21 -15 -16 16 17 18 19 20 25 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0058904261490711329 0.00087194052509528179 -0.015161437220590608 -0.10890063560471941 -0.12025067765789915 0.06931872880008165 0.052835143677172958 0.030197402660843919 -0.1086164660441445 -0.11766619266804546 0.082255810839514276 0.061413647082983552 -0.0064321027805984273 0.031654423623795148 0.083265274299727216 -0.13890430384409005 -0.10122923066598939 0.071539837509707077 -0.13608265427490868 -0.12066721707135059 0.10926603361997007 -0.1144418180907872 0.037817167547774963 -0.13251709334819209 0.10448747019984457 -0.11876284374241818 0.0021768829667618938 0.051750299024697105 -0.07027850968750457 0.0038345655996764208 -0.008635394189517729
leaf_weight=91.364352164062439 2.6474406230263412 2.8801493241917333 2.3834405666275407 0.86403690125007315 2.1749608958089075 3.2697044720407566 0.87829651322681401 1.4859292833571087 1.5749594102671824 1.2532397811301113 4.0575468837050721 2.4563787640072396 2.5943069012137125 3.384337154478998 2.3843320142477751 2.3299513519741621 2.6374541232362416 0.69176753051578899 0.68555992102483188 0.63974252855405112 0.4846960983122689 4.9575083634035755 0.70814752278965887 0.87556732237862878 1.2835399039777255 11.025599999447875 1.9221252910792817 2.962869211100041 2.935846786829643 29.80419371230164
leaf_count=856 50 37 141 31 35 23 22 56 50 8 38 21 32 41 49 30 18 13 35 5 19 110 10 6 113 534 16 32 41 428
internal_value=-1.00325e-05 -0.00405804 -0.0511341 0.000683973 0.002813 0.00164301 0.000368716 -0.0570479 -0.000270853 -0.00546014 0.0296239 -0.000857112 -0.0152156 0.00861477 -0.0716824 -0.00417855 -0.0100355 0.00310891 -0.0102332 -0.0034506 0.00316329 0.011019 -0.013306 0.00445369 -0.0181326 -0.00273391 0.0014211 0.000659774 -0.0333917 0.00231747
internal_weight=189.598 54.9747 5.03088 49.9438 49.0797 134.623 131.354 2.36423 46.9048 39.9671 6.9377 38.3921 15.2598 23.1323 4.84071 19.748 18.4948 16.1648 13.5274 12.8356 12.15 10.4191 5.46156 4.75341 3.87785 11.5103 128.989 127.067 5.89872 121.169
internal_count=2900 1426 191 1235 1204 1474 1451 78 1169 1094 75 1044 341 703 70 662 654 624 606 593 558 271 161 151 145 553 1373 1357 73 1284
is_linear=0
shrinkage=0.1


Tree=143
num_leaves=31
num_cat=0
split_feature=0 1 1 3 1 4 1 0 3 3 0 1 4 1 1 1 0 1 0 4 1 0 2 2 2 1 1 4 2 0
split_gain=0.133497 0.479029 0.424416 0.424905 0.607873 0.379313 0.350418 0.777135 0.286626 1.07443 0.250911 0.637226 0.870421 0.382757 0.309915 0.495094 0.38108 1.82607 0.628459 1.19581 1.00354 0.395217 1.32621 0.415427 1.65154 2.6423 1.45436 1.76198 1.4787 1.99472
threshold=76.591483678350016 57.729261435100007 56.229101798300007 -0.25445999999999996 55.788194664950005 35.818873074050011 60.474177186300004 79.882156430000023 -0.15684499999999998 0.070195000000000021 83.992808911450012 61.767325547050007 42.131954243650007 61.614083433650009 61.767325547050007 61.86411003975001 85.613949164150014 61.917879202350001 85.807518149550006 42.773538294100007 61.971648364950006 85.968825637350008 -0.073724999999999999 -0.068524999999999989 -0.075840000000000005 65.461267018300006 63.910026677050006 42.297164883650005 -0.048664999999999993 87.29692395375001
decision_type=2 2 2 2 2 2 2 2 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 -4 7 -3 -5 -10 11 -8 -13 -12 -15 -16 17 -17 19 20 -18 22 -20 24 -23 -26 27 28 -25 -30
right_child=1 6 5 8 -6 -7 10 -9 9 -11 13 12 -14 14 15 16 18 -19 21 -21 -22 23 -24 26 25 -27 -28 -29 29 -31
leaf_value=0.027377127090245913 0.056165683054090837 0.020460866268936142 0.013819601509113566 0.036961840562896545 -0.12221085034618512 -0.11726113621833872 0.098389642251424284 -0.092146176539128516 -0.11130055167660557 0.046597327286068579 -0.046314731294294788 -0.10751425687141401 0.049263202798341899 0.038725482365047498 -0.04448936342331139 0.037578500049321201 -0.0011819768098347769 -0.084300245813924687 0.017016786125469547 -0.031869128711571784 0.063997925736265102 -1.1302119094630795e-05 -0.095966024998851956 0.092102552950089206 -0.1478388234308074 -0.0061426602355577559 -0.0041520631801219149 -0.028828008111734943 -0.0072156727637328532 0.092714703530725584
leaf_weight=0.47810466942610197 1.5306674938183267 1.1897402210161083 0.32894317684986141 2.163562589965295 0.6291146973380819 0.67124395654536784 0.91422425536438767 1.263969648920465 0.72256842776550856 1.067800603690557 1.7618662444874633 0.5524565763043936 0.98645650256730733 2.0987152755260459 2.4584788773208848 2.3317527929320923 3.8054663240909559 2.6000758735463023 2.4815379995852709 3.0900159891461945 6.2280263258144259 87.130234520092912 1.7871399511350308 4.8193197324872026 2.0088385492563239 3.8159264981222805 35.4752704618395 3.8951118453405789 6.4201105795800828 2.8996784407645464
leaf_count=47 15 14 43 26 12 37 10 45 68 21 19 46 26 12 21 12 23 71 27 40 31 1311 30 22 14 49 692 39 45 32
internal_value=-2.77366e-05 0.000459683 -0.0146266 -0.00286335 -0.0576178 -0.0741511 -1.39862e-05 -0.0375459 0.0124695 -0.0171281 0.000504668 0.0322645 -0.00701856 5.97341e-05 0.000531079 6.29879e-05 0.000711913 -0.0266764 0.00153626 0.022525 0.0392767 -0.000291115 -0.030285 0.00058305 -0.00345768 -0.0550107 0.00760249 0.030725 0.0471309 0.0238758
internal_weight=187.606 181.545 6.06134 5.06115 1.10722 1.00019 180.014 2.45371 3.95393 1.79037 177.561 2.45314 1.53891 175.108 173.346 171.247 168.789 4.93183 163.857 13.1235 10.0335 150.733 4.26868 146.464 92.955 5.82477 53.5095 18.0342 14.1391 9.31979
internal_count=2900 2646 254 174 59 80 2631 59 115 89 2572 82 72 2490 2471 2459 2438 83 2355 94 54 2261 57 2204 1374 63 830 138 99 77
is_linear=0
shrinkage=0.1


Tree=144
num_leaves=31
num_cat=0
split_feature=2 2 4 1 1 2 0 3 0 0 0 2 0 1 2 4 0 3 0 2 0 4 4 2 3 3 1 4 4 1
split_gain=0.121415 0.987816 0.707715 0.609885 0.6344 0.599053 1.40655 1.06153 0.557243 0.532525 0.505831 1.464 1.49434 1.5191 1.33015 1.49058 1.07554 1.05873 1.02852 0.772441 0.823385 0.72994 0.587825 0.685239 0.863759 0.696784 2.02992 1.67184 1.42706 0.878228
threshold=-0.031989999999999998 -0.024989999999999998 41.811877919650009 81.524804347700012 78.677727187550019 -0.053019999999999991 86.345209775600011 0.083565000000000014 107.15656416340002 108.08677067655002 94.832672093450014 -0.069554999999999992 97.32487278035002 70.96454081135002 -0.096499999999999989 40.742467179200005 97.835679825150024 0.083565000000000014 97.738895332450014 -0.063985 94.614906984850009 40.08085804200001 36.735256530150004 -0.61225999999999992 0.11906000000000001 0.089850000000000027 80.468240302450013 41.840895355800008 42.428475018400007 80.677940036650014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -3 10 -7 -8 -5 -10 19 12 13 -12 17 -16 -14 -15 -13 20 -1 -21 -18 -24 25 28 27 -27 -25 -30
right_child=1 3 -4 8 -6 6 7 -9 9 -11 11 18 16 14 15 -17 22 -19 -20 21 -22 -23 23 24 -26 26 -28 -29 29 -31
leaf_value=6.1562320209338392e-05 0.015980855681685266 -0.0024052545036982323 0.094608312716711995 -0.11257898182386124 0.040684366311304648 -0.097706875508335109 0.027473833048839148 -0.049738745591533184 0.10074636594105835 -0.048941839286905181 -0.13085898056767589 -0.016151976836336141 0.048797719669405798 -0.040153833425686056 0.013453894187500669 -0.13891877493977542 -0.1049522327114934 0.050567122560375238 -0.15401224895260157 0.07296107091704998 0.060586965323190106 0.008219587897809159 -0.11447955452733156 0.042414224932045233 0.08151100527690551 -0.13449767712324726 0.050601177234043317 0.0089314229968500362 -0.088265268556914744 -0.0020884981583524018
leaf_weight=88.797171959391562 2.8456256802019189 30.779726580040006 1.9152021297486497 0.9001820957200829 3.8434349878225467 2.109262337384278 4.2329037482850254 3.0733336011180654 0.3252316480502484 0.88270814338011405 1.5064203813672046 1.0202765152789646 5.1230806717649129 2.4032358430558807 1.0651519632665452 1.6160927214659748 0.54439254241333657 2.7680331936571747 1.1524419995548667 3.0330269262194625 2.3060129293007767 4.0897074078675359 0.50632612527988641 6.6519958862627444 1.3183272048627248 2.0898243861738588 1.8815993468360828 1.329816297162324 1.5944096848834304 4.5782498808548553
leaf_count=928 32 534 23 64 56 32 32 35 4 152 31 11 43 47 19 29 121 23 35 22 28 31 24 162 15 43 73 15 72 164
internal_value=-1.57373e-05 0.00475337 0.0476114 -0.000801562 0.00237802 -0.0013824 -0.0257723 -0.00500527 -0.0530221 -0.00863905 0.000313944 -0.00962563 -0.00467792 -0.0388753 -0.0212292 -0.0783872 0.00781528 0.00840651 -0.0892751 0.00407316 0.00159359 0.035788 -0.00242902 0.000368538 0.00335917 -0.00232494 -0.0328203 -0.0787215 0.0102807 -0.0243481
internal_weight=186.283 41.4921 4.76083 36.7313 34.6232 144.791 9.4155 7.30624 2.10812 1.20794 135.376 37.1497 34.977 9.35893 7.85251 2.68124 25.618 5.17127 2.17272 98.2259 91.1032 7.12273 20.4949 19.9505 19.4442 18.1259 5.30124 3.41964 12.8247 6.17266
internal_count=2900 865 55 810 590 2035 99 67 220 156 1936 927 881 149 118 48 732 70 46 1009 956 53 689 568 544 529 131 58 398 236
is_linear=0
shrinkage=0.1


Tree=145
num_leaves=31
num_cat=0
split_feature=4 4 4 2 4 4 2 2 3 3 2 3 4 4 3 3 3 2 4 4 3 4 4 4 4 3 3 4 2 0
split_gain=0.144118 0.886638 0.553791 0.99491 0.497866 0.967081 1.20737 0.487364 0.363354 1.55927 1.20025 0.469859 1.30554 1.76807 2.32471 1.19677 1.13137 0.779499 1.26291 0.637513 0.627335 0.425682 0.62282 0.97498 0.62754 0.328449 0.923504 0.71745 0.360185 0.968241
threshold=43.19689381845 43.245737185650007 43.082598263550004 -0.079824999999999993 43.022303514600004 42.898324343550009 -0.08756499999999999 -0.61225999999999992 0.096845000000000028 0.094625000000000029 -0.24103499999999997 0.083415000000000031 43.411469133450005 43.673409002000007 0.085715000000000027 0.082325000000000023 0.080960000000000018 -0.10282499999999999 48.680511450650009 43.509905336500005 0.088165000000000021 43.902382686800003 44.215931556700006 44.758188263300006 45.673096293200011 -0.5351999999999999 -0.25095999999999996 47.480720532750006 -0.15895000000000001 105.70748523110002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 -1 -7 -3 9 10 -9 15 -13 -14 -15 16 19 -16 20 -12 -19 -21 -23 -24 -25 -26 -27 -28 -29 -30
right_child=1 7 3 -5 -6 6 -8 8 -10 -11 11 12 13 14 17 -17 -18 18 -20 21 -22 22 23 24 25 26 27 28 29 -31
leaf_value=-0.00027077311702258453 0.075237081321203159 0.082675305522843703 -0.10274452311584084 0.019845088510466697 0.048104798468513836 0.013836190769648172 -0.1350652108775442 -0.10895045128774306 -0.042652530161308128 0.091416299840108406 0.065668113407581316 -0.12333453166059416 0.072798315537439193 -0.14982212556855046 0.053448460929852726 0.067389253928168108 -0.10069445847925054 -0.15309288356520059 0.056940210378130532 -0.071204055666334864 -0.021333599799996689 0.070603843626419277 -0.11620173629201816 0.06191624795736992 0.0460515022641802 -0.088574852596593354 -0.08520386516766687 0.026525149008342519 -0.11993567079256769 0.018178601664993282
leaf_weight=141.01943820787073 1.7404402901884157 0.73520659731002425 1.4449651476315923 1.2218182954384236 2.0695454681263064 1.0011095629160993 1.1940761918958731 1.0250757580506569 1.8553133331588458 1.8731917685363431 1.6037629901693637 1.0446415881160627 2.1449000162974698 1.3213339788708252 1.7413778360933059 3.024307415529619 1.0625873174285505 0.78750014344404984 0.92223038710653771 0.80886701808776607 0.66777813243970741 1.2570326376589935 0.72010487649822508 1.6013116343528953 1.1246917373500771 1.326775788213127 0.86347949549962688 5.0311394492164245 0.69854266609763849 1.8567605455464216
leaf_count=1965 11 10 34 21 22 19 25 117 45 12 25 16 22 44 14 25 19 19 9 19 26 21 24 24 9 29 51 69 89 65
internal_value=-2.77045e-05 0.00556896 -0.00142122 -0.0465786 -0.000592328 -0.00129603 -0.0671591 0.00211425 0.00039061 0.00284724 -0.0025685 0.00111447 -0.0185267 -0.00409233 -0.0344078 0.00919378 -0.000608533 0.00261701 -0.0346139 0.00568717 -0.092633 -0.000604739 0.00333905 -0.00305551 0.00346126 -0.00512523 -0.0110125 0.00116605 0.0109966 -0.0195777
internal_weight=184.789 36.8384 147.951 2.66678 145.284 143.215 2.19519 35.0979 34.3627 32.5074 30.6342 29.6091 8.62976 7.58512 5.44022 20.9794 17.9551 4.11889 2.37751 16.8925 1.45528 15.2887 14.4798 13.2228 12.5027 10.9014 9.7767 8.44992 7.58644 2.5553
internal_count=2900 814 2086 55 2031 2009 44 803 793 748 736 619 150 134 112 469 444 68 54 425 45 400 381 360 336 312 303 274 223 154
is_linear=0
shrinkage=0.1


Tree=146
num_leaves=31
num_cat=0
split_feature=0 0 1 4 3 1 1 1 0 3 4 1 3 4 4 4 0 4 1 1 0 0 3 0 4 1 4 0 1 3
split_gain=0.131067 0.400342 0.358501 0.353059 0.35273 0.50644 0.310499 1.1077 0.295039 0.588427 0.752869 0.304989 0.272142 0.545961 0.62366 0.346421 0.666521 0.642286 0.270907 0.398311 0.314661 1.59927 0.764114 0.533994 1.01278 0.871345 0.357754 1.00353 0.931795 0.754175
threshold=76.591483678350016 78.156166310250015 56.229101798300007 35.818873074050011 -0.25445999999999996 55.788194664950005 60.474177186300004 57.960468834350003 83.992808911450012 0.096845000000000028 42.131954243650007 61.614083433650009 -0.24266999999999997 48.919835655300012 48.680511450650009 35.337501601400007 71.144667506050013 44.921040431000009 61.767325547050007 61.86411003975001 85.613949164150014 85.447264760050004 0.084365000000000009 85.807518149550006 42.773538294100007 61.971648364950006 43.162556114600001 91.625341543800019 68.321786469100019 0.086945000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 -1 7 -3 9 10 -8 -10 -6 14 15 -14 17 -17 -13 -20 21 22 -21 24 25 -22 -25 29 -29 -28
right_child=1 6 3 -5 12 -7 8 -9 11 -11 -12 18 13 -15 -16 16 -18 -19 19 20 23 -23 -24 26 -26 -27 27 28 -30 -31
leaf_value=0.021534708267017033 0.054493838854724863 0.03812905194325935 0.01248403944556381 -0.11587890651909671 0.060141641149643536 -0.11915519954815712 -0.10729699372389052 -0.094180857231191586 -0.041352835780683828 0.10404553153075669 0.049433533741678422 0.03640566148739565 0.095298270480976721 -0.074421121419250599 0.09395050332804511 -0.10393466959168807 -0.12534936113751499 0.10411760718394128 -0.039647079255326456 0.059786855648072262 -0.0011215271481114916 -0.12786524864145446 -0.033215056424571066 -0.0026017063618477298 -0.030187002656929897 0.05991656215881707 0.01582587099984582 -0.11597145367255245 0.00019746628935852267 0.074148063100412498
leaf_weight=0.46630850502697263 1.3600671413296357 1.1516104346374043 0.32863700130837958 0.6157368837739341 0.84859660896472622 0.56693018885562196 0.4604468560428352 1.4044318770465904 1.7589804315939535 0.81956210522912432 0.9166102698945906 2.0759107470512381 0.22486322186887298 0.80385576095432032 0.77454594895243634 0.23442391605931312 0.51248961954843253 0.40427642484428361 2.4890678543597451 1.5890057838987552 3.8071705522015673 1.1413264578441156 1.9895693505532106 121.11946578103652 2.9748889837646848 6.0638247197493911 6.6467587345396186 0.72187119745649653 15.869167692231711 3.3270072524901479
leaf_count=47 24 14 43 37 5 12 39 48 19 9 22 12 3 13 4 57 27 6 21 14 23 33 36 1638 40 31 76 36 482 29
internal_value=-3.46781e-05 0.000447413 -0.0148532 -0.0712093 -0.00384869 -0.0556608 3.05343e-05 -0.0345694 0.000539474 0.0369561 -0.00297248 7.32413e-05 0.010228 -0.00410855 0.022173 -0.0182287 -0.040404 0.0277556 0.000502341 5.80081e-05 0.000656063 -0.0247925 0.00808087 0.0014043 0.0209601 0.0363746 -0.000296702 0.0102127 -0.00485701 0.0352807
internal_weight=183.467 177.687 5.78066 0.944374 4.83629 1.03324 176.327 2.55604 173.771 2.19662 1.37706 171.574 3.80305 2.95445 2.1506 1.37605 1.15119 0.6387 169.815 167.739 165.25 4.7199 3.57858 160.53 12.8459 9.871 147.684 26.5648 16.591 9.97377
internal_count=2900 2646 254 80 174 59 2622 62 2560 70 61 2490 115 110 97 93 90 63 2471 2459 2438 83 50 2355 94 54 2261 623 518 105
is_linear=0
shrinkage=0.1


Tree=147
num_leaves=31
num_cat=0
split_feature=0 2 2 2 3 1 1 4 4 4 4 0 0 2 2 2 0 0 0 4 0 0 3 2 0 3 1 1 4 1
split_gain=0.125974 0.206633 0.201761 0.400706 0.408487 0.158554 0.540686 0.492048 0.96508 0.726898 1.15472 0.496526 0.480704 2.55976 0.419512 0.415088 0.386785 0.354447 0.802481 0.933616 0.389654 0.369994 0.920281 0.829432 0.332114 0.865486 0.275472 0.32402 1.10513 0.843144
threshold=113.28087178455002 0.68694500000000025 -0.012769999999999998 -0.046474999999999995 -0.397505 80.677940036650014 80.909147435850016 44.710446918150005 42.654057868200006 42.406961525800007 39.468990633150007 102.65877371115 102.21786657775002 -0.078219999999999998 -0.088944999999999996 -0.22386500000000001 111.60596236935002 101.47316367565001 100.24991522630002 41.061442884200012 99.870842629900025 98.851916998450022 0.12191500000000002 -0.18126999999999999 104.3578792496 0.075065000000000021 77.52437864960001 75.779569322950024 41.941595803500007 75.465019721650009
decision_type=2 2 2 2 2 2 2 2 2 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 12 -7 8 9 10 11 -8 17 -14 24 -12 -13 18 20 -20 21 26 23 -23 -9 -26 27 29 -29 -1
right_child=2 -3 -4 -5 -6 6 7 14 -10 -11 15 16 13 -15 -16 -17 -18 -19 19 -21 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.00038526910664964879 0.10511253608871354 0.033624668717503574 -0.10551567602189148 0.090842910258647117 -0.064039876957740369 0.079831061724819879 0.050739061313062488 0.057276458835911807 -0.10766635819793043 0.066782530794145978 -0.006110155753731349 -0.10360479285649141 -0.11963564521582133 0.049787769742397785 0.068968327692858503 -0.10070118101988342 0.063388543241608503 0.040707331542857411 -0.14396114859498038 -0.016072866339033095 0.048978173149386468 0.024084177274948416 0.049722518023473758 -0.12205539311545699 0.074531418268474703 -0.10935159846660301 0.038760316655865691 -0.083443417170931983 0.029804285737030589 0.055546966773989084
leaf_weight=146.4682220077375 0.16741823032498337 1.8332682505715627 0.27495265752440801 0.29973099858034391 0.96951183516466699 1.0434059421531845 2.136061294484533 0.62556095793843303 0.89534482777526125 1.4018176521640269 0.68360664574720464 0.4314700030881794 1.8330140009347817 1.7366641977569077 1.7925690896809099 1.4435687668592434 0.20440574050007854 2.0995694084558627 0.816735718864947 1.8959214823553336 1.6258902333211143 0.56115696881897759 0.83484315674286325 1.2612960229453156 0.43132589384913422 0.62956971325911582 1.8503144781279832 1.8366451823676464 1.6233091007743494 2.7456383181270203
leaf_count=1706 2 33 100 7 195 9 36 13 45 15 35 105 72 26 16 87 19 28 23 38 24 20 10 44 5 47 51 29 39 21
internal_value=-3.30876e-05 0.000222617 -0.0270347 -0.0120148 -0.0391314 -0.000119653 0.0111248 0.00440943 -0.0105181 0.00328638 -0.0148822 0.0276472 -0.000907805 -0.0372104 0.0352867 -0.0703026 -0.0499239 -0.000115793 -0.000646445 -0.0545779 0.000274781 -0.000229008 -0.0372267 -0.0770571 -0.000514219 -0.0345907 0.000407228 -5.7588e-05 -0.0303109 0.000643923
internal_weight=182.453 180.741 1.71161 1.43666 1.13693 178.908 11.7187 10.6753 7.19627 6.30093 4.89911 2.77194 167.189 3.56968 3.47903 2.12718 0.635876 163.62 161.52 2.71266 158.807 157.181 2.6573 1.82245 1.68646 1.0609 154.524 152.674 3.45995 149.214
internal_count=2900 2596 304 204 197 2563 432 423 342 297 282 160 2131 98 81 122 124 2033 2005 61 1944 1920 74 64 65 52 1846 1795 68 1727
is_linear=0
shrinkage=0.1


Tree=148
num_leaves=31
num_cat=0
split_feature=2 2 0 4 4 2 4 1 2 3 2 3 3 3 1 0 4 2 0 2 2 4 4 3 3 1 1 0 1 0
split_gain=0.118096 0.518392 0.509932 0.411089 0.390759 1.46919 1.6307 1.82573 1.60848 1.92813 1.54735 1.20165 2.84512 2.06243 1.92004 3.31384 3.06885 1.26133 1.02892 0.968601 1.87081 1.48763 0.933547 0.912381 3.17018 0.817194 1.77578 1.65435 1.35096 1.20884
threshold=-0.11808 -0.11131999999999999 89.458444290650007 34.394321486900004 41.495754733000005 -0.088099999999999998 44.215931556700006 61.923256118600001 -0.096499999999999989 0.085495000000000029 -0.08459499999999999 0.083415000000000031 0.086655000000000024 0.082620000000000013 61.960894532450006 86.103248543850015 41.811877919650009 -0.082885 86.780739992750014 -0.068524999999999989 -0.060760000000000002 42.564639561200003 41.348489042950007 0.087265000000000023 0.088165000000000021 62.116825104000007 62.55235532115001 86.135510041400025 64.434276012450013 96.693085119700015
decision_type=2 2 2 2 2 2 2 2 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 22 6 7 -6 9 -9 18 13 17 25 -14 -16 -17 -13 -7 21 -21 -18 -3 -10 -25 27 -27 -12 -28 -30
right_child=1 4 -4 -5 5 10 -8 8 23 -11 11 12 14 -15 15 16 19 -19 -20 20 -22 -23 -24 24 -26 26 28 -29 29 -31
leaf_value=-0.060419489659876792 -0.074050747173811188 0.0016023869015496619 -0.0022081549611303875 0.0054678301864948221 0.050834467551711053 0.0071051335853634136 0.037490300053928199 0.050819255833279675 -0.13413541860722061 -0.089704761144826062 -0.05577308839056061 -0.017902202386644507 -0.086442297200678184 0.091914527690375017 0.079616222112452589 -0.15160512598499831 -0.11480600018699752 -0.1416737460533071 0.081260394479359066 0.10553062171135646 -0.0068335832128106656 0.0086557871739538755 0.049698926627709639 0.072268001555993625 -0.13369125726196945 -0.19236737673152718 0.10621502928401848 0.096977021174744771 -0.10837210883742594 0.006529556695756434
leaf_weight=0.96608547108917164 1.9289292215835296 65.457436594596402 2.0253414746621274 47.836952737530737 1.5638991743326176 3.7616494717076412 2.6064322929887558 2.0940528896171577 3.1699145711027095 1.8294574917308635 1.1555745227233258 1.2480427196715029 2.5125292541924891 3.014442130632232 4.6823958138593325 1.5203397697769094 1.6529558238689777 2.4195984531106687 3.7229965722654015 1.8861774927936483 6.9104558781982623 2.3828638902050443 4.3007534221978849 1.1762274673674258 2.0496317625511438 0.580624593887478 0.86284114362206299 1.8348342850804327 1.365432007180061 2.7794378113831044
leaf_count=115 17 847 27 976 9 27 28 22 49 31 85 11 39 17 54 22 23 71 26 8 129 22 32 9 42 5 9 8 42 98
internal_value=-4.17536e-05 -0.00159073 -0.0372536 0.00416355 -0.000493639 -0.00649993 -0.0341409 -0.0498524 -0.0651116 -0.0147044 0.00254227 -0.00588597 -0.0181373 0.0207609 -0.00427901 0.00656605 -0.0172655 -0.0995562 0.0439913 -0.0013495 0.0172596 -0.0419106 0.00456765 -0.096034 -0.0585935 -0.00424141 -0.0268189 0.0379503 -0.00762415 -0.0313222
internal_weight=181.298 132.495 3.95427 48.803 128.541 58.7828 14.4896 11.8832 10.3193 3.92351 44.2932 36.8085 25.2154 11.5932 21.5477 19.0352 14.3528 3.66764 7.48465 12.8325 8.79663 4.03582 69.7582 6.39577 3.22586 8.57874 5.58834 2.99041 5.00771 4.14487
internal_count=2900 1809 44 1091 1765 886 190 162 153 53 696 643 379 264 297 258 204 82 53 182 137 45 879 100 51 247 154 93 149 140
is_linear=0
shrinkage=0.1


Tree=149
num_leaves=31
num_cat=0
split_feature=2 2 3 3 4 3 4 0 4 2 1 3 4 1 1 4 2 3 4 1 3 2 3 3 3 1 0 3 3 0
split_gain=0.135126 0.773971 0.695799 0.725939 0.583585 0.566388 0.553405 0.750713 1.06575 0.782819 1.68742 0.744362 0.7106 0.6677 0.90863 0.841032 0.758111 1.07972 1.30609 0.739195 0.596845 0.511582 1.22128 2.19531 1.49471 0.492285 0.472252 0.469803 0.427269 0.706077
threshold=-0.031989999999999998 -0.024989999999999998 -0.27223499999999995 -0.26439499999999999 41.811877919650009 -0.2485 41.348489042950007 86.866770652900016 42.686561923500008 0.049235000000000008 62.175971182900007 -0.11050499999999999 40.421032462050007 63.910026677050006 66.318885161900013 39.685256516350002 0.072320000000000023 0.098005000000000023 34.176526048000007 61.923256118600001 0.10211000000000002 -0.053019999999999991 0.087530000000000011 0.076080000000000023 0.10661000000000002 71.381251821550009 93.910530954700008 0.070195000000000021 0.081550000000000025 97.152811460000024
decision_type=2 2 2 2 2 2 2 2 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 4 -3 -4 -2 -5 11 8 -8 10 -9 -7 13 19 -15 16 25 18 -18 -13 -10 -1 23 -23 -24 -16 -19 -11 -29 -30
right_child=1 2 3 5 -6 6 7 9 20 27 -12 12 -14 14 15 -17 17 26 -20 -21 -22 22 24 -25 -26 -27 -28 28 29 -31
leaf_value=8.602094080581664e-05 0.015795297353003591 -0.11635466039075924 0.10234994296751375 -0.09184872684186722 0.089900452373840409 0.072036416797270547 -0.12511664023038369 0.065283964669230102 -0.06894781623701611 -0.037554364612254428 -0.082524743811054527 -0.013276085540892142 0.038321639629617175 -0.10365955401667358 0.071501787277408968 -0.093213305945062677 0.050246020565592089 -0.033013539651910104 -0.11652157560835084 0.067791570592723713 0.050021293044903936 -0.0503467967152341 -0.11472178138658365 0.077395039527786869 0.018895869027440396 -0.0037700783689591302 0.046793246292827939 0.089758021154212095 0.054102251930544958 -0.052071835684369974
leaf_weight=129.89904135311554 2.7780478657805352 0.50540598796214808 0.70393759018042956 0.66181575454538588 1.7210448068799449 1.8188163544546139 1.3499360335481463 1.1211274638771995 0.79683047476282787 0.97675606200937171 2.4828377963713137 2.2377457557013285 4.9593985295941811 1.1181111572077487 1.9265307262539848 1.0540980051118811 0.63943664904581998 1.190802048891783 1.7684014224687414 2.2614598338841461 0.89570406504208222 3.0659682659897936 2.4286975869908933 2.3972263907780871 1.2776055925060061 1.5826237079591008 1.9650195071099004 1.1991917486593591 1.8654643805348317 0.94295209807751224
leaf_count=1936 32 51 13 17 23 33 65 6 46 45 69 27 67 12 10 31 28 9 44 24 12 24 37 21 17 39 34 28 50 50
internal_value=-4.47207e-05 0.00503673 0.000152757 0.00181056 0.0441429 -0.000222279 0.00155324 -0.0161604 -0.0588452 -0.00103905 -0.0365442 0.0107007 0.0053124 -0.00508544 -0.0181116 -0.0086663 0.00115654 -0.0218005 -0.072234 0.0274714 -0.00598832 -0.00152542 -0.0243537 0.00570577 -0.0686622 0.0375543 0.0166793 0.0246331 0.0397897 0.0184533
internal_weight=179.592 40.5235 36.0244 35.519 4.49909 34.8151 34.1532 11.6308 3.04247 8.58833 3.60397 22.5224 20.7036 15.7442 11.245 10.1269 9.07281 5.56366 2.40784 4.49921 1.69253 139.069 9.1695 5.46319 3.7063 3.50915 3.15582 4.98436 4.00761 2.80842
internal_count=2900 865 810 759 55 746 729 371 123 248 75 358 325 258 207 195 164 115 72 51 58 2035 99 45 54 49 43 173 128 100
is_linear=0
shrinkage=0.1


Tree=150
num_leaves=31
num_cat=0
split_feature=0 1 0 3 0 2 2 3 0 0 4 0 4 0 1 2 2 2 1 4 2 3 2 2 3 3 4 2 1 2
split_gain=0.129477 0.280338 0.325264 0.222515 0.333887 0.193738 0.149784 0.451367 0.404598 0.909379 0.174457 0.481377 0.797562 0.542328 2.10471 0.508244 0.307293 0.837135 0.777888 1.17704 0.341791 1.05819 0.915819 0.578893 0.932676 1.41355 0.527436 0.490606 0.570934 0.368585
threshold=114.06859001680002 89.264875305300009 122.45926784190002 -0.15684499999999998 116.55541378745001 0.68694500000000025 0.27148500000000009 0.094415000000000013 92.652332549650012 93.910530954700008 35.461062230100005 98.327667663000014 33.151194885250007 89.219171517050015 61.767325547050007 -0.081844999999999987 0.20327000000000003 0.18145000000000003 67.203387886850024 41.061442884200012 0.048530000000000011 -0.094899999999999998 0.072320000000000023 1.0000000180025095e-35 -0.04931 0.095645000000000022 35.97706729810001 0.12812000000000004 66.697957758300021 -0.031989999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 6 10 8 -8 -10 11 13 -13 14 -1 -15 17 20 -18 -20 23 -22 -23 26 -25 -26 -12 28 -24 -28
right_child=1 2 -4 4 -6 -7 7 -9 9 -11 16 12 -14 15 -16 -17 18 -19 19 -21 21 22 27 24 25 -27 29 -29 -30 -31
leaf_value=0.063630513828502322 -0.11350666846831317 0.067562654382170934 -0.10320587838904596 0.096621415291155782 -0.11206403411841184 0.032803156396219543 -0.12842729794698637 0.021653549833618849 0.10754189810272761 -0.10885222705695632 -0.061839032689105469 0.066152433669723121 -0.10954067321094861 0.066363264790960053 -0.13659067429632735 0.0087315109655543219 0.071475746549197985 -0.072241942418117322 -0.066067447245126656 0.06350528768500785 -0.10867596338667891 0.072862802123559917 0.017500717881240274 0.044989477215254148 -0.12504385624671752 0.017728320898224386 -0.0016827737529612518 0.03008492390894936 -0.079549388374656888 0.016126972757153857
leaf_weight=1.2364765504462396 0.31421143240731808 0.48963970551267266 0.2625675924391544 0.11868798026989658 0.21655440427002759 1.8045450463760051 0.56174619253943026 1.1522137205756733 0.33581945300102234 0.46051454890402965 1.3966830539866339 0.39880008203181094 0.73379226221004501 3.0039549109060317 0.91244476186693635 3.119014723226428 2.0302871870808294 1.6462374543771137 1.6064660858828577 1.2439379637362433 0.61152368670445767 2.9163024448789638 1.2363356805581136 0.96961429141811128 1.7454928435035975 1.1505704012233762 129.64147803407104 3.0710941506549716 1.1892566231690578 12.764580696297342
leaf_count=50 33 24 129 16 80 35 17 23 2 42 27 35 47 25 38 24 24 18 35 19 61 55 24 33 48 13 1657 47 55 164
internal_value=-3.51515e-05 -0.0303086 -0.00626909 0.0245868 -0.0381818 0.000204666 -0.000131221 -0.0243826 -0.0634402 -0.0175974 0.000221441 0.0134652 -0.0476769 0.0218369 -0.0213846 0.0370059 -0.000541647 -0.00130344 0.0241724 -0.00952092 -0.000558149 0.0183343 0.0275664 -0.00171273 -0.0399006 -0.0683222 -0.000686167 0.00353409 -0.0300825 -8.63954e-05
internal_weight=178.341 1.40166 1.08745 0.824882 0.335242 176.939 175.135 2.51029 1.35808 0.796334 172.624 9.40448 1.13259 8.27189 2.14892 6.12297 163.22 158.339 4.88069 2.8504 156.693 9.02451 8.41299 147.668 3.86568 2.89606 143.803 5.49669 2.42559 142.406
internal_count=2900 282 249 120 96 2618 2583 84 61 44 2499 219 82 137 88 49 2280 2202 78 54 2184 242 181 1942 94 61 1848 126 79 1821
is_linear=0
shrinkage=0.1


Tree=151
num_leaves=31
num_cat=0
split_feature=3 3 2 3 1 2 0 3 3 4 2 0 2 1 3 3 2 3 0 1 0 4 4 1 0 0 0 1 4 0
split_gain=0.119518 0.757135 1.57826 0.748223 4.91348 0.791952 0.806071 0.66698 0.595654 2.02908 2.22551 1.31114 0.961097 0.528183 0.797796 0.476909 1.39215 1.68967 2.59475 1.73353 1.00116 0.562769 1.33342 1.87242 2.00397 0.715834 1.53268 0.545896 1.38033 2.48379
threshold=0.082975000000000021 0.083795000000000022 -0.082509999999999986 0.085495000000000029 62.837331883000012 -0.08459499999999999 96.811377277450006 0.084535000000000013 0.079785000000000009 42.428475018400007 -0.055714999999999994 91.821598987350015 -0.14869999999999997 62.116825104000007 0.081550000000000025 0.087605000000000016 -0.11808 0.08708500000000001 86.232294534150014 71.787208999250012 104.86330937810001 43.411469133450005 42.718072821900002 62.00390986255001 90.437043050150024 91.625341543800019 97.32487278035002 62.020040611300011 41.872669623500009 85.40693788805001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 4 -3 7 -7 -6 -1 10 11 -10 -11 -14 -15 16 -5 18 -18 -20 -21 22 27 -24 -25 -23 -27 28 -17 -30
right_child=1 3 -4 15 5 6 -8 -9 9 12 -12 -13 13 14 -16 21 17 -19 19 20 -22 25 23 24 -26 26 -28 -29 29 -31
leaf_value=0.0011077072094528818 -0.0017227649257368746 -0.14887654800317782 0.10140917863082206 0.072655695245589472 0.081404315405173372 -0.11289003837594132 0.02695137580199046 -0.0027702072276641356 -0.19053653463322587 -0.064045038352680342 0.025811413006024676 -0.052973679926380038 0.069823496029505452 0.052778106118239403 -0.054592391106780214 -0.0021747539052907904 0.033428658988672443 0.047485191484170047 -0.13824558558445504 -0.076732863471271145 0.099370599524122943 0.066154374865903615 0.039810552759895923 -0.13273404697169391 0.0095875441853533541 -0.089365752817316069 0.048355248077681198 0.0050683591643129865 0.0276050679848041 -0.15463767646490659
leaf_weight=44.605306995354113 4.1685664501565043 2.4128938345238558 2.3039940437738542 3.6091755895322413 2.2873166258214046 0.74603111587930449 0.92113606157363392 1.599719133631879 1.5785774551331999 1.3436679872975217 1.3556720193955678 1.234853653470054 2.0668756328523159 1.4954769705655055 1.2880775331068433 14.860851709498094 3.4212501852889527 4.8157739594898885 2.3805167431710292 0.69179680186789461 0.60527736307267332 2.7743435691663754 1.7384442993497931 2.8293161744368263 1.5213215352650875 1.2725845776731151 2.2138200771587435 62.070359522795115 1.3149794309865677 1.7340134606929494
leaf_count=1134 42 22 21 43 19 21 26 34 12 30 20 39 13 25 21 129 36 45 35 21 26 36 25 48 36 31 48 818 18 26
internal_value=-3.68174e-05 0.00170404 0.0349884 -0.000156029 -0.0297286 0.0220324 -0.0356255 0.0467621 -0.00390987 -0.0255065 -0.0794415 -0.130158 0.0107958 0.0315283 0.00309288 0.00202848 0.0182456 0.00176364 -0.0292534 -0.0875662 0.00544551 -0.000698155 -0.00280379 -0.047914 -0.0829673 0.0282489 -0.00191477 0.000630562 -0.0147496 -0.0760394
internal_weight=177.262 122.293 6.47256 115.821 7.9671 5.5542 1.66717 3.88704 54.9685 10.3632 4.1691 2.81343 6.1941 4.85043 2.78355 107.854 15.5238 11.9146 7.09884 3.67759 1.29707 92.33 86.0693 6.08908 4.35064 6.26075 3.4864 79.9802 17.9098 3.04899
internal_count=2900 1606 63 1543 122 100 47 53 1294 160 71 51 89 59 46 1421 206 163 118 82 47 1215 1100 109 84 115 79 991 173 44
is_linear=0
shrinkage=0.1


Tree=152
num_leaves=31
num_cat=0
split_feature=1 2 0 4 2 3 3 3 0 4 1 2 4 2 0 2 0 0 4 3 3 3 1 3 1 1 1 4 1 3
split_gain=0.12011 0.271572 0.253982 0.365962 0.12914 0.143266 0.849627 0.493252 0.356767 1.17303 1.12552 1.70296 0.608283 1.56301 0.577324 0.697717 0.580997 1.13435 0.487802 0.284845 0.371358 1.87252 0.524033 0.445701 0.462815 1.58822 0.890462 0.873433 2.15959 1.38644
threshold=89.912793714750009 -0.088944999999999996 122.45926784190002 45.027406014450008 0.68694500000000025 0.10236000000000002 0.10176000000000003 0.10332500000000001 86.530713386650021 35.131296350900008 68.321786469100019 -0.011399999999999999 41.134354310300004 -0.030985000000000002 85.775256651950016 -0.063985 85.678472159250006 83.011521693850014 40.21994457600001 0.10098000000000003 0.099010000000000029 0.098200000000000023 62.175971182900007 0.097615000000000021 62.197478847950002 62.132955852800002 64.434276012450013 41.532441862050007 62.057679025150001 0.078295000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 6 19 -7 14 -10 18 12 13 -12 16 -16 17 -9 -11 20 21 23 -22 24 25 27 -26 28 29 -1
right_child=1 2 -4 -5 -6 7 -8 8 9 10 11 -13 -14 -15 15 -17 -18 -19 -20 -21 22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.031532971135811619 -0.10305456608113878 -0.10195575295761897 -0.10333307246297779 0.058107085582850382 0.026666870078342255 -0.051429678378069714 0.066340653649568163 0.051260573326177727 -0.077838629796458267 0.069259804841250466 -0.078237228440728293 -0.11685894749820791 0.044453536682038379 0.060159548266229525 -0.078489198611066777 -0.010841092062806323 0.043777976046032334 -0.082396985878466 0.017481499822241928 -0.042376409371275896 0.062692733046794499 -0.10456182191452726 -0.0013335281152812529 0.041373995236106798 0.031677183740836987 -0.072547153780916376 0.00080952588988056741 0.0088578866596244199 -0.098171358473672352 -0.029759488138980827
leaf_weight=6.3123352559632648 0.36745990003328177 0.1844472461953035 0.20152795131980383 0.63325378316221759 1.8236635780267523 2.2467322197044295 1.9768292102962721 1.1283807900908889 1.4837076896110399 3.6407713349908573 1.9026099234761256 1.2807909115217571 2.7837929305387661 1.4288897886872294 2.4070613556541502 4.158913783961907 2.4870330709964037 1.4521729506668632 3.6371643170714378 1.5451459407340724 2.29768332093954 1.698085031704976 2.8814243228989653 2.694690963253378 10.792310329408791 3.4745395332574835 69.718016006027028 27.404383543704171 2.9221058674156657 8.8853046688018349
leaf_count=114 184 87 75 14 36 22 19 16 25 26 69 34 31 6 30 43 14 33 33 20 14 18 39 22 110 29 1241 376 21 99
internal_value=-3.74404e-05 -0.0293518 -0.00277997 0.022002 0.000195558 -8.40676e-05 0.00123806 -0.00636073 -0.00271722 0.00689679 0.0154645 -0.0120085 0.00995143 -0.0188785 -0.01607 -0.0356406 0.00928727 -0.0239535 0.0433835 0.000322885 0.000797261 -0.00021898 0.0270714 0.00112125 0.00028371 -0.00737909 0.0049473 -0.00240527 -0.0194397 -0.00430168
internal_weight=175.851 1.38669 1.01923 0.817701 174.465 172.641 142.603 30.038 27.7913 16.1577 14.674 7.39608 6.11529 3.3315 11.6336 6.56598 5.06759 2.58055 7.27794 140.626 139.081 133.902 5.17911 132.204 129.509 48.9987 80.5103 45.5241 18.1197 15.1976
internal_count=2900 360 176 101 2540 2504 2122 382 360 224 199 140 106 75 136 73 63 49 59 2103 2083 2030 53 2012 1990 639 1351 610 234 213
is_linear=0
shrinkage=0.1


Tree=153
num_leaves=31
num_cat=0
split_feature=0 0 0 3 3 3 1 1 3 3 4 2 4 2 3 2 4 2 2 0 1 0 1 4 4 0 3 0 1 1
split_gain=0.13799 0.84631 0.52607 0.412861 0.734404 1.22429 0.701694 0.990307 0.672097 1.13236 1.12059 0.965553 0.544475 0.524363 1.07736 0.812464 0.492251 0.370472 1.63702 2.63466 1.53656 2.18085 1.2892 1.24852 1.20417 1.14827 1.21215 1.12207 1.09434 0.886889
threshold=85.716110573100011 85.775256651950016 85.694602908050015 0.11467000000000002 0.10045500000000003 0.095645000000000022 62.00390986255001 64.071334164850015 0.070195000000000021 -0.11050499999999999 41.532441862050007 -0.01762 42.773538294100007 -0.23361999999999997 -0.23958499999999999 -0.23455499999999999 39.468990633150007 -0.096499999999999989 -0.088329999999999992 97.483491810050012 62.00390986255001 86.232294534150014 62.057679025150001 38.994321257850011 43.19689381845 85.968825637350008 0.083795000000000022 86.530713386650021 61.998532946250002 61.944763783650011
decision_type=2 2 2 2 2 2 2 2 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 13 11 -10 -12 14 15 -1 -15 20 19 23 -3 -22 -23 -19 -25 26 -20 -24 -28 -27
right_child=1 17 -4 -5 -6 -7 7 -9 10 -11 12 -13 -14 16 -16 -17 -18 18 25 -21 21 22 27 24 -26 29 28 -29 -30 -31
leaf_value=0.025684107627979624 0.044233293134650874 -0.068368527920536035 -0.07190896910779368 -0.05827040006742619 0.039541361435171687 -0.095822245983234855 -0.11653147517053686 0.0083177472190021067 -0.093277492031351592 -0.084261560246763401 0.080130809623588387 0.028615190502160978 0.016823717526123144 -0.056328641980452648 0.063069071290799014 -0.13066564996813687 0.060073736355573872 -0.0044654280118720463 0.027072769081714743 0.032208506008752323 0.082970375161245308 0.11209084562918835 -0.069792767141140855 -0.14624531489618631 -0.035702285991617337 0.045582123178328104 -0.1362716015901522 0.0053230286470801079 -0.022177937646556945 0.0006131037879668704
leaf_weight=0.50428144622128468 4.4190032519400111 2.5984627439174792 1.1855169404298056 1.3090897927177128 3.8083321896847329 1.4828275947365899 1.1843167742335929 1.370575690296391 1.2017039564670997 1.7934951238567078 3.0703988269669935 1.4151516408892328 2.4366948229726404 0.43888373608933795 0.86621791176731733 0.97488849028013658 2.1094710376346484 1.510908417403696 1.5323398672044266 2.9749411802804389 3.8328549154102793 1.0856125652790058 2.086711502633988 2.9784133019857109 1.4726678989827631 4.6589497434906653 1.7115346074569973 42.312339166037418 1.6522129142540505 74.787358466451224
leaf_count=37 25 27 12 30 39 24 63 52 27 80 25 20 37 25 19 20 70 12 12 49 22 4 16 49 18 29 25 908 21 1103
internal_value=-3.02396e-05 0.00112187 -0.00688349 -0.00366695 -0.000512069 -0.00860467 -0.00115748 -0.0495559 0.00719113 -0.016288 0.026518 -0.02736 0.0521197 0.00862351 -0.0254972 -0.0773626 0.0400266 -0.000190222 -0.00395864 -0.0446557 0.00658063 0.0105296 0.00442522 -0.0830098 -0.109671 0.000353626 -0.0466478 0.00179266 -0.0802308 0.00325021
internal_weight=174.766 149.614 25.1518 23.9663 22.6572 18.8489 17.3661 2.55489 14.8112 6.68724 8.12395 2.61686 5.50709 4.89374 2.34539 1.47917 2.54835 145.195 93.2793 8.93693 51.916 49.3175 45.4847 5.96199 4.45108 84.3424 4.89609 44.3991 3.36375 79.4463
internal_count=2900 2320 580 568 538 499 475 115 360 251 109 47 62 171 76 57 95 2295 1318 128 977 950 928 79 67 1190 58 924 46 1132
is_linear=0
shrinkage=0.1


Tree=154
num_leaves=31
num_cat=0
split_feature=4 4 0 3 4 1 0 2 3 4 0 3 2 1 1 3 3 4 3 3 2 4 0 0 0 2 2 2 4 0
split_gain=0.139246 0.858909 0.599129 0.792405 0.469375 1.07412 1.49116 0.896149 0.726906 0.606416 1.92372 0.453588 1.50286 2.30522 2.21385 0.665775 0.541017 0.422992 1.55001 1.42399 1.13972 0.750243 0.530964 1.2463 0.943082 1.2825 1.13991 1.00227 0.70078 1.12561
threshold=42.178283198950005 42.233786329550007 104.06483731340002 -0.22253999999999999 41.811877919650009 61.987779113750001 86.420486603250012 -0.13978499999999996 0.087605000000000016 41.621607100200002 86.420486603250012 0.096845000000000028 -0.012769999999999998 75.403185184700007 61.987779113750001 0.11207500000000002 0.094415000000000013 42.564639561200003 0.092095000000000024 0.083905000000000021 -0.08725999999999999 42.654057868200006 96.249489528150022 97.32487278035002 86.036037090600004 -0.082885 -0.088099999999999998 -0.117115 43.061965423550006 97.671683879200017
decision_type=2 2 2 2 2 2 2 2 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 9 -6 -7 -8 -9 -1 -11 16 13 14 -13 -16 17 19 21 20 -3 -19 24 -24 25 26 27 -23 -25 -30
right_child=1 11 3 -5 5 6 7 8 -10 10 -12 12 -14 -15 15 -17 -18 18 -20 -21 -22 22 23 28 -26 -27 -28 -29 29 -31
leaf_value=0.0023803705909140041 -0.089890839059809852 0.03267356172731864 0.038822094832497905 -0.10931996138931073 -0.044144259075169202 0.088081450127840341 0.070139978367163694 -0.060980564215890445 0.02013420812641651 0.02498281495170834 -0.11020635313728655 0.032752714983943429 0.060776090988640688 0.072062094994763889 -0.1457523380923805 -0.056187450174457858 0.043877767730857775 -0.077865032482915111 -0.12208302442394654 0.046525353232457552 -0.10552722439192014 -0.0013211925747654151 -0.10900732167310399 -0.12810084892746221 0.021685353669437253 -0.10473069683574113 0.059061720750238626 -0.086233809831482683 0.10455176509834976 -0.012394090567489179
leaf_weight=94.368314505612943 1.1388768905017048 1.0640678249474151 0.5489871971294632 1.0548337036443616 2.0248905776825259 3.4918498264159989 1.602463837713002 2.0410528224892923 2.4084226274862885 2.3241543454787452 1.9239074373035689 1.3606057530269025 1.6520404344410033 1.3123021771571073 2.5113965724594896 1.2396071463590486 2.8075412875041357 1.267422406344848 1.1073091833368369 5.76944543672289 1.3586792773494361 6.0251027341873842 1.3507801599334914 0.44223353469715121 17.565077222010586 1.4027407230933047 2.3073712461628011 1.8069761139340696 0.93139459658413937 7.0741796873917338
leaf_count=1130 22 18 66 298 38 23 11 18 29 26 29 15 32 28 42 26 23 21 33 59 30 122 23 21 274 72 18 37 6 310
internal_value=-3.36664e-05 -0.00385567 0.00206882 -0.058611 0.00295206 0.022008 0.0360435 0.00601855 -0.0170746 0.000716602 -0.0362431 -0.00223225 -0.024289 -0.0461653 -0.0765177 -0.116154 0.00117495 -0.0012484 -0.00536757 0.0195082 -0.0448296 -0.00215051 0.000316018 -0.0198186 0.00709409 -0.0151111 -0.00271272 -0.0209118 -0.0055576 0.00121177
internal_weight=173.284 61.4952 111.789 1.60382 110.185 11.5687 9.54379 6.05194 4.44948 98.6164 4.24806 60.3563 8.07595 6.42391 5.11161 3.751 52.2803 49.4728 41.2806 8.19219 2.42275 40.1733 38.9059 9.79859 29.1073 11.5422 10.1395 7.83208 8.44781 8.00557
internal_count=2900 1232 1668 364 1304 119 81 58 47 1185 55 1210 143 111 83 68 1067 1044 937 107 48 904 883 360 523 249 177 159 337 316
is_linear=0
shrinkage=0.1


Tree=155
num_leaves=31
num_cat=0
split_feature=4 4 3 4 2 1 1 3 2 2 3 2 3 3 1 0 2 3 0 2 2 1 1 1 1 4 1 3 2 2
split_gain=0.115405 0.727174 0.4045 1.27539 0.830483 1.19284 1.46478 0.826631 0.402673 0.985049 0.714018 2.60143 0.433141 1.08977 0.609131 0.59937 0.609266 1.31687 0.917201 1.5464 2.71837 0.711486 2.17524 1.47001 1.2129 0.739756 0.670531 0.647748 0.422162 0.603177
threshold=42.178283198950005 42.233786329550007 0.095645000000000022 42.428475018400007 -0.012769999999999998 75.403185184700007 62.084563606450011 0.094415000000000013 -0.61225999999999992 -0.25089499999999998 0.09117500000000002 -0.14380499999999999 0.070195000000000021 -0.10585499999999999 61.917879202350001 85.613949164150014 -0.086339999999999986 0.088165000000000021 86.780739992750014 -0.08459499999999999 -0.078219999999999998 62.55235532115001 68.961639504150014 71.52105164435001 71.666228383350017 45.027406014450008 62.084563606450011 0.084795000000000023 -0.031989999999999998 -0.01762
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 -4 5 6 -5 8 -3 -10 12 -12 13 -11 -14 -16 17 21 -18 -20 -21 -17 -23 -24 -25 27 -22 -26 -28 -30
right_child=1 2 3 4 -6 -7 -8 -9 9 10 11 -13 14 -15 15 16 18 -19 19 20 26 22 23 24 25 -27 28 -29 29 -31
leaf_value=0.0018698888611814385 -0.084289724350168474 0.080453919789284914 -0.12760232063400778 0.0080680168974977349 0.05557556735404006 0.059937441783650597 -0.10281079025334945 0.066520691298800047 -0.10936990534131741 -0.0019087572328125501 0.088867892413115046 -0.12072590857341002 0.05140723338563135 -0.092525028633237208 -0.071642623863128044 -0.031569407849598573 0.062881484088053871 -0.09035211190972102 0.11327831880066841 -0.095996904795165594 0.12247351865575401 0.078548253102551521 -0.10817307349665861 0.14138584989883707 -0.11894950246593504 0.023826976427329824 -0.023533985434297147 -0.00024373034036090488 0.11472221713787223 0.013514899683567078
leaf_weight=111.32687350313881 1.0954387563251646 0.59725981205701018 1.0106842106033562 2.3469710121862581 1.6168405878415804 1.2971682433344538 2.4199372190050781 1.8742242988664646 0.84209880129491566 9.8674394743211433 0.88995465077459845 1.7698527549291601 3.0076834014616898 1.5333894802388517 1.0067039974310343 4.1262312196195081 3.9699366727145451 1.6711734135751601 1.1675614522537205 2.5294801373383944 0.6704464703798293 3.7217862280085665 1.3987414630828423 0.59800428152084339 0.90871964071993694 2.6220652013435028 1.757465476985087 0.93028295668045757 0.76861996389925291 2.5180690020497467
leaf_count=1668 22 8 18 34 32 25 43 14 67 262 6 51 29 79 29 34 26 29 5 36 2 29 34 1 26 139 24 16 3 109
internal_value=-4.09529e-05 -0.00355513 -0.00206722 -0.0220006 -0.00810508 -0.025084 -0.04822 0.00134682 -0.00115253 -0.00216215 -0.000258868 -0.0505972 0.0027315 -0.0140965 0.00848025 0.00422833 0.00682994 -0.0063539 0.0225709 0.00556737 -0.0096871 0.00345857 0.0176569 -0.0174362 0.00765096 -0.0102761 0.0285166 -0.0589007 0.0160283 0.0371831
internal_weight=171.861 60.5342 59.4388 8.6916 7.68092 6.06408 4.76691 50.7472 48.873 48.2757 47.4336 2.65981 44.7738 11.4008 33.373 30.3653 29.3586 15.977 13.3816 9.41164 8.24408 14.3058 10.1796 6.45781 5.05907 4.46107 5.7146 1.839 5.04415 3.28669
internal_count=2900 1232 1210 152 134 102 77 1058 1044 1036 969 57 912 341 571 542 513 308 205 179 174 279 245 216 182 181 138 42 136 112
is_linear=0
shrinkage=0.1


Tree=156
num_leaves=31
num_cat=0
split_feature=3 3 3 1 4 3 3 1 1 4 1 4 4 2 4 0 3 4 3 3 0 0 3 0 1 0 0 3 4 3
split_gain=0.116771 1.14042 0.966812 1.12227 1.82314 0.888583 0.57389 0.670526 1.73139 1.24052 1.20772 1.77332 1.34538 0.916866 1.58741 2.06535 0.820302 0.777907 0.828554 0.47727 0.759618 1.11275 0.987962 0.732386 0.58648 1.14573 1.27793 1.38994 1.1237 1.20498
threshold=0.090225000000000014 0.090865000000000015 0.088565000000000019 77.898074329750017 41.468518788800004 0.091545000000000029 0.092095000000000024 65.727424373200009 66.447931152150019 40.79983011445001 62.068432857650002 41.134354310300004 42.207998345450008 -0.083794999999999994 41.495754733000005 86.036037090600004 0.10236000000000002 36.921550069850007 0.11112000000000002 0.25847000000000003 93.679323555450011 94.157869102700019 0.11906000000000001 90.837623311600012 80.677940036650014 97.483491810050012 96.249489528150022 0.10332500000000001 41.840895355800008 0.11048000000000002
decision_type=2 2 2 2 2 2 2 2 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 -4 -3 -7 9 -9 16 11 -11 -12 -13 -15 -16 -8 -18 -19 20 23 -22 24 -10 25 26 27 -23 29 -27
right_child=1 5 3 -5 -6 6 7 8 19 10 12 13 -14 14 15 -17 17 18 -20 -21 21 22 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.00043139250838530901 0.050157729284670785 -0.052192664217767706 -0.12111446594924442 0.04485375090105545 -0.0057678467385180888 0.039981577948197448 0.056774585047754456 -0.15387147692922531 0.012944533032922093 -0.12892934403825199 0.055615278450896311 0.022071339477922246 -0.019627224389968369 0.043576157786118362 -0.012890232689046904 -0.16555172177979527 0.055334722422945938 -0.062256689330284713 0.01812600082744904 -0.066423950432873663 0.068134226389616789 -0.088844413887286117 0.059943683232069403 -0.065435672436559275 0.024939769130023309 -0.10580643236296527 0.05931469885501315 0.059460391050542238 0.017007211855679379 0.022512007209399106
leaf_weight=90.079873600836436 4.7873352811729992 3.1511142241361076 2.515768230194225 1.3038987181516857 3.0094756907783449 3.7826932825410031 6.7251630049431688 0.83455050899647432 1.8305821227841139 1.5506106149405265 4.8704032010864449 4.0800462716724697 4.640702519507613 1.5450787749141461 2.0958244689682037 1.5354730170220134 2.5276470966637117 2.0387075804173946 3.4562467969954014 1.3060277650565684 2.4258375647477832 1.8296050901990404 2.0943119638031922 3.4181812652386725 3.1301741855450009 3.5630401917151175 2.6491188548970968 0.96541490592062462 1.6529482440091667 0.92097626510076214
leaf_count=1790 46 48 34 41 47 46 51 10 23 15 33 39 52 13 34 22 19 18 35 43 18 51 42 35 145 75 22 14 25 14
internal_value=-3.98526e-05 0.00296865 -0.00231877 -0.0385948 -0.0582878 -0.000323516 0.002173 -0.000145458 -0.0121113 0.0089386 -0.00708577 -0.0299577 0.0189026 -0.0133783 -0.0413199 -0.0774423 0.0310155 0.00942231 -0.0116971 -0.00752337 -0.00438101 0.00482164 -0.00431734 -0.0380994 -0.0134656 -0.0238459 0.00954888 -0.0376191 -0.0534707 -0.079451
internal_weight=170.317 73.4078 96.909 6.82914 5.52524 68.6205 65.4694 61.6867 26.6208 35.0659 20.3181 10.807 9.51111 9.25642 5.17638 3.6313 14.7478 8.0226 5.49495 25.7862 24.4802 19.2314 16.8056 5.24876 14.7113 11.5811 5.44414 2.79502 6.13696 4.48402
internal_count=2900 988 1912 122 81 942 894 848 517 331 208 123 85 108 69 56 123 72 53 507 464 406 388 58 346 201 87 65 114 89
is_linear=0
shrinkage=0.1


Tree=157
num_leaves=31
num_cat=0
split_feature=0 0 0 3 3 3 1 1 3 2 2 2 2 2 1 0 4 2 0 2 2 0 1 1 2 0 4 4 1 1
split_gain=0.139879 0.708815 0.382531 0.350085 0.585194 1.11057 0.552097 0.83545 0.608895 0.409625 0.48284 1.12967 0.704283 0.579602 0.550384 0.904775 0.427487 0.362617 0.578164 0.289604 0.264923 1.31198 1.66253 1.82345 1.18063 3.11863 1.66796 1.05465 0.784849 1.22927
threshold=85.716110573100011 85.775256651950016 85.694602908050015 0.11467000000000002 0.10045500000000003 0.093480000000000021 62.00390986255001 64.071334164850015 0.092095000000000024 -0.23557500000000001 -0.082074999999999995 -0.01762 -0.089514999999999997 -0.013805 61.409760615700009 76.591483678350016 37.020641110850008 0.20327000000000003 67.04476885710001 -0.23771499999999998 -0.096499999999999989 85.839779647100016 62.00390986255001 62.057679025150001 -0.088099999999999998 97.483491810050012 37.858673296900008 43.19689381845 62.197478847950002 63.910026677050006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 8 -8 9 16 12 -12 14 -13 15 -11 -1 18 -15 -9 21 -3 -23 -24 25 26 -22 -28 -25 -30
right_child=1 20 -4 -5 -6 -7 7 19 -10 10 11 13 -14 17 -16 -17 -18 -19 -20 -21 24 22 23 28 -26 -27 27 -29 29 -31
leaf_value=0.04587786872329188 0.041510509411164777 0.11458170999830392 -0.063641349256483348 -0.055298257393345623 0.035330274838247626 -0.079695143080790481 -0.11527340273337415 -0.051620444842912255 0.087870126753602729 -0.010644095385627432 -0.13392118720822857 0.10626356144950076 0.058874090730487418 0.10388137418322632 -0.056380674365132749 0.083292966517925393 -0.11177704603876029 0.048630162720957479 -0.10856895748479518 0.044512163654797363 0.010679972864937749 -0.07967899056800061 0.1090494213926808 -0.035132209823973748 0.00066284102157201658 0.041949402086077975 -0.13820562022556243 -0.036986696889441971 0.063653476594759659 0.0026094073227837748
leaf_weight=0.2428910238086307 4.2207126654684535 1.0838709324598301 1.1401971392333496 1.2707613283419039 3.6300513329915693 1.9621523602691002 0.979760610738594 0.51622331247199327 0.88459001152659844 3.8918467771582117 0.76121246966067735 0.47620108723640475 2.8256176337599763 0.1614326084963944 1.4017104271042624 1.3920948645099995 0.58921917565749027 0.44197272567544132 0.62030886553839082 0.79749224327315438 1.6218917109072188 2.2984670852310947 1.7016825191676606 4.688011046499013 80.903980566451537 3.3583938415085868 3.299925105413422 1.4961000154726205 3.6247343011200419 36.690563719455895
leaf_count=13 25 4 12 30 39 37 60 17 7 85 12 3 16 3 34 12 65 9 93 33 12 26 7 30 1180 52 55 19 25 885
internal_value=-3.89928e-05 0.00113125 -0.00711284 -0.00429156 -0.00128725 -0.00869463 2.19731e-05 -0.0453852 0.00762951 0.00208615 0.00680147 -0.0326773 0.017017 0.0126592 -0.00067351 0.0141043 -0.0657579 -0.0237664 -0.0646972 0.00673694 -7.94645e-05 0.00575769 0.00335069 0.00743678 -0.00330362 -0.0361281 -0.0769848 -0.106631 0.00359457 0.00809786
internal_weight=168.974 144.988 23.9857 22.8455 21.5748 17.9447 15.9826 2.29348 13.6891 12.8045 11.9724 2.46113 9.51127 1.69992 6.68565 5.28394 0.83211 1.22371 0.781741 1.31372 140.768 50.0873 49.0035 46.705 90.6803 9.77631 6.41792 4.79603 45.0033 40.3153
internal_count=2900 2320 580 568 538 499 462 110 352 345 267 120 147 108 131 97 78 105 96 50 2295 977 973 947 1318 138 86 74 940 910
is_linear=0
shrinkage=0.1


Tree=158
num_leaves=31
num_cat=0
split_feature=0 1 0 3 0 2 0 0 1 3 0 0 1 0 2 3 1 3 3 3 0 4 4 2 3 1 3 0 1 1
split_gain=0.117538 0.259531 0.255756 0.216062 0.293139 0.130775 0.134451 0.584401 0.403949 0.864909 0.985926 0.503588 0.496634 0.948449 0.436774 0.61421 1.26497 0.508179 0.729486 0.488554 0.455337 0.416029 1.06048 0.391784 0.933312 0.66538 0.30963 0.709255 1.5173 0.707003
threshold=114.06859001680002 89.264875305300009 122.45926784190002 -0.15684499999999998 116.55541378745001 0.68694500000000025 85.716110573100011 85.775256651950016 62.00390986255001 0.10332500000000001 83.680947768350009 83.011521693850014 61.971648364950006 85.447264760050004 1.0000000180025095e-35 0.10273500000000002 60.474177186300004 0.077600000000000016 0.08494500000000002 -0.11050499999999999 69.165962322050021 38.703421923500009 41.322103772800006 -0.23361999999999997 -0.23958499999999999 55.94143677835001 0.12746000000000005 87.393708446500014 68.961639504150014 75.645146416450004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 6 8 -8 12 10 11 -10 13 14 17 16 20 19 -19 23 -16 -20 -23 24 25 -1 -9 -28 -29 -30
right_child=1 2 -4 4 -6 -7 7 26 9 -11 -12 -13 -14 -15 15 -17 -18 18 21 -21 -22 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.1273422375002323 -0.11291324514620077 0.065304300100991572 -0.10260704980444516 0.094971496991609269 -0.11261472124247998 0.027608128738193505 0.03804250426457359 0.00093209990488843104 -0.042443401305947544 0.041865052872099247 -0.11552302999590536 0.10053103233306715 0.04875612954871783 -0.056846745505230917 0.058283954698409329 -0.14867011931771754 0.10178410495980479 0.088669862895929083 0.054057170491364617 -0.063567423838115214 -0.11439273000799205 -0.080967328920878406 0.030698518125872251 0.037123584874391158 0.059089768357779626 0.019250647154759694 -0.068032484127247425 0.070829155351703116 -0.12607827572945107 0.0013925708802456111
leaf_weight=0.87231905240333218 0.29293302935548016 0.45427725455374457 0.21222794651112054 0.1020571895824105 0.20400702975985041 1.7221691632148566 4.1488661952316752 131.58086998969156 0.70718566581854225 1.007771470598527 1.6388308653840793 0.37805027328431606 1.7943807311821718 3.0842175541329189 0.18891847284976326 0.40803316514939059 0.61154029844328761 1.584034926316235 1.6210189808625726 1.361481153930076 0.79674776442698203 1.2730570447165521 2.5620868522091769 2.0187028809450562 0.83618925261544053 0.48001102940179408 2.158590438310056 1.74430188536644 0.8539759095147017 0.8870970807474805
leaf_count=27 33 24 129 16 80 35 25 1885 62 20 66 3 22 36 38 6 7 13 23 66 50 24 32 36 19 29 30 15 22 27
internal_value=-3.63324e-05 -0.030397 -0.00554356 0.021549 -0.043395 0.000194677 -9.21464e-05 0.00106626 -0.00714362 -0.0372851 -0.0665668 0.00736284 -0.00137311 -0.00645556 0.00417917 -0.0391716 -0.0111984 0.0110734 0.0289282 -0.0114994 -0.0812965 0.011584 -0.00636841 0.00535013 -0.0239579 -0.0753089 -5.16874e-05 -0.0229873 0.00491051 -0.0611304
internal_weight=167.586 1.2655 0.972569 0.760341 0.306064 166.32 164.598 141.374 23.2246 3.73184 2.72407 1.08524 19.4927 17.6984 14.6141 2.00524 1.59721 12.6089 7.0402 5.5687 0.985666 5.45616 3.83514 4.20722 2.18852 1.35233 137.225 5.64397 3.48537 1.74107
internal_count=2900 282 249 120 96 2618 2583 2004 579 151 131 65 428 406 370 101 95 269 92 177 88 79 56 111 75 56 1979 94 64 49
is_linear=0
shrinkage=0.1


Tree=159
num_leaves=31
num_cat=0
split_feature=1 0 3 1 1 3 1 1 2 2 4 0 1 4 0 0 0 3 1 0 3 1 3 0 3 0 0 3 3 3
split_gain=0.114101 0.902555 1.29367 0.60443 0.529382 0.863176 0.471841 1.79581 0.66346 0.677185 0.498562 0.728913 1.59678 0.721195 0.675045 0.876646 0.634682 1.24247 0.833624 0.629072 0.602382 0.528751 0.490675 0.461298 0.453813 0.419802 0.581755 0.500479 0.515176 0.416682
threshold=71.090898343450007 95.502098167950024 -0.084259999999999988 70.865067860500019 70.343506983200015 0.08494500000000002 72.953999827850012 74.986474174450009 -0.096499999999999989 -0.026349999999999998 40.823855932350007 97.152811460000024 76.919475570250015 41.21013581150001 97.671683879200017 99.983757871350008 100.13162306855001 0.082620000000000013 80.468240302450013 100.53758024625002 0.088670000000000013 78.494912034700022 0.088565000000000019 101.99741301110002 -0.22253999999999999 101.06989495610001 102.21786657775002 0.091250000000000012 0.089785000000000018 0.43162500000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 24 4 29 -6 8 -8 -3 -10 11 -9 20 -12 -14 -16 17 -15 21 -17 -13 -18 -19 -20 -2 -21 -27 28 -28 -1
right_child=1 6 -4 -5 5 -7 7 10 9 -11 13 12 14 16 15 19 18 22 23 25 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.00059898339133020206 -0.037516519746002432 0.063402089741397757 -0.10779902609952433 0.046354153950296767 0.028755505416782137 -0.10691488334190793 -0.11350983679949707 0.033956229595206076 -0.045160606280067545 0.042547317701274796 0.047610543483765325 -0.026539526370702282 0.09384900990368214 -0.058489550816914974 -0.091869661668829122 0.067554690527822758 -0.019488414464708559 0.079680458802558307 -0.071862794408647054 -0.089857187101787611 -0.11976734431782017 -0.10406912327143114 0.01463119658502472 0.011636592338366461 0.048540212472406696 0.029043128122789055 -0.037888828795447665 -0.098915131815620727 0.10065528335570995 0.049551702140883308
leaf_weight=112.64106368326611 1.3730395890306684 2.668156748637557 1.9611709524178866 2.9443998690694562 0.79437963687814672 1.1447320189326999 1.440231312502873 2.5990985780954352 1.8181752921082082 1.7065501246834163 4.1463466781642664 1.0693544667446979 0.66793205961584945 1.3275889784563357 1.1431972151622156 1.2283835266716776 1.598063323530367 2.634710025973618 0.73091079786536273 0.60865951282903541 1.9696660130284724 1.3750933989649636 2.0711813871748745 6.9801134978333721 1.1067029722034929 2.7498157024674583 1.0501158243632747 0.87006381639548624 0.36055069439953502 1.7660683896392573
leaf_count=1357 27 23 141 23 22 56 56 16 35 19 50 16 5 30 39 17 30 20 13 11 41 43 26 345 23 60 210 112 18 16
internal_value=-3.85484e-05 -0.00419726 -0.0471084 0.00160885 0.000476472 -0.0513359 0.000253736 -0.0040633 0.0257822 -0.00269546 0.000417213 -0.0139536 -0.0245804 0.0102784 -0.00273604 -0.0107892 0.00101926 0.0269477 -0.0136229 0.00270766 -0.0869628 -0.0586072 0.0510506 0.00372187 0.000890387 -0.0114179 -0.00192734 -0.0392676 -0.00247849 0.00135465
internal_weight=166.546 47.2549 4.44091 119.291 116.346 1.93911 42.814 36.6211 6.19288 3.52473 35.1808 14.3168 11.7177 20.864 8.67872 8.01079 16.7177 6.03348 10.6842 6.86759 3.03902 2.97316 4.70589 7.71102 2.47974 5.63921 5.03055 2.28073 1.41067 114.407
internal_count=2900 1426 191 1474 1451 78 1235 1158 77 54 1102 545 529 557 472 467 507 76 431 428 57 73 46 358 50 411 400 340 228 1373
is_linear=0
shrinkage=0.1


Tree=160
num_leaves=31
num_cat=0
split_feature=3 3 0 3 1 4 3 4 4 4 4 2 4 4 0 4 3 3 2 2 3 3 3 3 1 3 2 2 4 3
split_gain=0.124072 1.20076 0.737994 0.697001 1.80275 1.07351 0.640128 0.635946 0.509801 0.958542 0.711059 1.01415 1.10647 0.658233 1.12948 0.617774 0.529054 1.01239 0.894493 0.53598 1.69149 1.60761 1.33824 1.17554 1.15146 2.13315 1.10354 2.26102 1.77185 0.901441
threshold=0.090390000000000012 0.090720000000000023 102.84427732220001 0.088565000000000019 77.898074329750017 41.468518788800004 0.089475000000000013 44.710446918150005 39.852039223600009 40.621691032550004 35.818873074050011 -0.11420499999999999 35.337501601400007 37.020641110850008 93.262612545250008 40.742467179200005 0.088165000000000021 0.087265000000000023 -0.26820499999999997 -0.096499999999999989 0.083415000000000031 0.083565000000000014 0.082620000000000013 0.083905000000000021 61.944763783650011 0.080375000000000016 -0.086339999999999986 -0.082509999999999986 41.755948821900006 0.081815000000000013
decision_type=2 2 2 2 2 2 2 2 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 8 5 -5 -7 -4 10 -10 11 12 -1 14 -12 -11 17 18 -17 21 22 29 24 -22 -21 -26 -25 -28 -29 -20
right_child=1 2 7 4 -6 6 -8 -9 9 15 13 -13 -14 -15 -16 16 -18 -19 19 20 23 -23 -24 26 25 -27 27 28 -30 -31
leaf_value=-0.10033038181194208 0.063688684195391948 0.0018624971741961725 -0.11029754184437671 -0.10922831873118342 0.058975400181550112 0.015819008359848542 -0.074409616188734123 0.043648150032780143 0.037671455815774024 -0.068927923554767595 -0.13750402196998845 0.054602669974945485 0.073840547641033899 -0.013294085506369374 -0.01550847802317078 -0.12235116728239211 -0.05311954536100584 0.03976860734006301 0.0016672845823512876 0.068183216133239022 -0.14505958485737602 0.058043636237504151 0.061019389622751344 -0.10816153365201289 0.0021381351620548502 -0.10508277360578025 0.059017092853828661 0.024401539032500155 -0.12851989501310032 -0.095732979144952296
leaf_weight=1.0980874789038351 3.129994512157281 65.312523751825211 1.05493087637842 2.4269309955998315 1.6814758798500404 1.9107679536100479 1.3360775907895002 0.35988181861466717 7.6810393527048282 1.2685972643375851 1.2551040939288243 3.1141491014677767 0.54615968355938083 13.967213234074732 1.91964140537857 0.60678249994088318 1.71228694464662 6.6985713511239728 15.230527092440751 1.8077295840194185 1.0699050794064513 5.523070286923029 3.6973164444498243 1.5267198020592321 10.300860463677962 2.2631794434964823 2.4877541827154341 1.2497697506623824 1.9243416413191878 1.0134300830250129
leaf_count=104 24 786 149 34 46 27 26 18 97 20 22 83 10 240 50 54 33 57 441 85 20 47 27 31 207 37 17 19 69 20
internal_value=-4.72719e-05 0.00315416 0.000314658 -0.00239358 -0.0319655 -0.0589167 -0.0213101 -0.0711388 7.91794e-05 0.00446249 -0.013143 0.0210571 -0.0424771 -0.0226365 -0.0637382 9.32621e-05 0.00162638 0.00331846 -0.00169503 -0.000172783 -0.00977165 0.0114372 0.00736442 -0.0472644 -0.00643899 -0.0171757 -0.0327091 -0.0123634 -0.0683088 -0.00440934
internal_weight=165.175 69.8573 66.7273 95.3175 7.35525 5.67378 3.24685 1.41481 87.9622 66.0619 21.9004 4.7584 1.64425 17.142 3.17475 58.3808 57.1122 55.4 48.7014 48.0946 26.3276 21.767 18.0691 8.25849 14.3718 12.564 7.18859 5.66187 3.17411 16.244
internal_count=2900 977 953 1923 133 87 53 167 1790 1281 509 197 114 312 72 1184 1164 1131 1074 1020 512 508 356 156 329 244 136 105 88 461
is_linear=0
shrinkage=0.1


Tree=161
num_leaves=31
num_cat=0
split_feature=0 1 1 4 2 0 1 3 3 3 3 3 1 3 0 4 3 4 1 2 4 4 4 4 3 0 4 2 0 2
split_gain=0.113865 0.825206 0.905004 0.783032 0.894023 0.464332 0.949102 0.42936 1.03957 2.39637 0.948033 1.36605 1.61338 0.917343 0.884197 0.832347 1.2556 1.47752 0.938189 0.792435 0.685577 0.749945 0.678132 1.25687 0.652793 0.813522 0.900724 0.660778 0.857352 0.585318
threshold=87.568458224950021 64.434276012450013 64.84561010645001 42.541806567400009 -0.068524999999999989 86.866770652900016 62.106071271500007 0.082055000000000017 0.083795000000000022 0.085765000000000022 0.08784500000000002 0.091545000000000029 61.923256118600001 0.088990000000000027 86.530713386650021 39.530201452500002 0.080515000000000017 40.21994457600001 61.614083433650009 -0.086339999999999986 40.660558922250004 41.24714903835001 42.131954243650007 42.686561923500008 0.10236000000000002 85.656964494200011 40.08085804200001 -0.053019999999999991 85.775256651950016 -0.084239999999999995
decision_type=2 2 2 2 2 2 2 2 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 7 -7 15 -9 -10 19 12 -12 -14 22 18 17 -17 -1 -11 -19 -22 24 -24 25 26 -13 28 -26 -25
right_child=1 2 -4 -5 -6 6 -8 8 9 10 11 14 13 -15 -16 16 -18 20 -20 -21 21 -23 23 29 27 -27 -28 -29 -30 -31
leaf_value=-0.022967331539760008 0.019196740818151748 -0.095967223077307998 -0.00014311032905911901 -0.001133717111514359 0.095513677772862349 -0.062083305951758275 0.011385914341505288 0.051162339197110877 -0.10766897009307015 0.00091552311312155022 0.039837385652671198 0.033698559449104146 -0.035263227472476615 -0.1369495252939063 0.053343219158621474 -0.11432938401614423 -0.11248387250865173 0.084448534534571407 0.089890670813530374 0.072780368092297335 -0.095183269562599288 -0.0015994701501323674 -0.10139864875676011 0.053295333264679813 0.045920566025336396 0.050536235176997082 -0.078072169358975624 -0.049274499224132275 -0.029852433954697916 -0.037948267374035838
leaf_weight=1.4280596368626022 3.6913804486393929 0.99747772701084514 82.77477590294211 5.3207628815434873 2.6276609282940608 3.7307164575904599 3.3258599186665379 4.3896997319534412 1.9688892057165492 2.7415310833603144 1.4368245443329239 1.6840614347602332 1.7864733770184105 1.762371839933621 3.6333188116550437 1.3147256579250086 1.4158507250249375 0.83909391472116013 1.521243209201202 3.4846554682007982 0.93179348972625931 10.56968911198055 1.729900051257572 1.3833575838943941 3.0602357222233012 5.7197446171194315 1.2607813265640286 2.8929205680324168 2.9162023011595011 1.4296086606627798
leaf_count=63 22 10 1845 40 30 31 31 30 30 21 27 24 28 29 22 15 18 10 33 33 16 253 41 22 26 34 25 31 27 33
internal_value=-4.93757e-05 0.0021825 -0.00128409 0.0271317 0.0509318 -0.00316458 -0.0274563 -0.000368276 0.00503197 -0.000174871 0.00555732 -0.00165941 -0.0495647 -0.0857611 0.00763032 -0.0133383 -0.0228456 -0.0135514 0.0352446 0.0411366 -0.00281484 -0.00918117 0.000107057 -0.0343251 0.00902807 0.0285499 -0.0141541 -0.010043 0.00894714 0.00692341
internal_weight=163.77 95.4121 83.7723 11.6398 6.31904 68.3576 7.05658 61.301 43.2806 38.8909 36.922 30.6958 4.98567 3.54885 25.7101 18.0205 15.0712 13.6553 2.9493 6.22619 12.3406 11.5015 22.0768 4.54287 17.5339 8.66459 2.94484 8.86936 5.97644 2.81297
internal_count=2900 1947 1855 92 52 953 62 891 483 453 423 369 84 57 285 408 312 294 96 54 279 269 263 96 167 83 49 84 53 55
is_linear=0
shrinkage=0.1


Tree=162
num_leaves=31
num_cat=0
split_feature=1 2 3 3 0 0 2 2 0 2 2 1 0 1 0 2 3 3 3 0 0 3 2 0 4 2 1 0 0 3
split_gain=0.113205 0.231062 0.212725 0.141594 0.112092 0.512573 0.309931 0.616387 1.35823 1.28089 0.672518 0.750109 0.791752 0.696225 0.865298 0.556911 0.373501 0.622099 0.481932 0.481389 0.586943 0.515846 0.417588 0.361296 0.340198 0.279481 1.10262 1.61566 0.999857 1.00656
threshold=89.912793714750009 -0.088944999999999996 0.07870000000000002 -1.0000000180025095e-35 85.716110573100011 85.775256651950016 0.20327000000000003 1.0000000180025095e-35 85.199926612050021 -0.01762 -0.072569999999999982 61.993156030000002 83.680947768350009 61.971648364950006 85.447264760050004 0.18145000000000003 0.077600000000000016 0.08494500000000002 0.10045500000000003 78.029808778150013 71.249517373150013 -0.23472499999999999 -0.10965999999999999 69.165962322050021 41.061442884200012 -0.096499999999999989 62.00390986255001 86.232294534150014 85.968825637350008 0.083795000000000022
decision_type=2 2 2 2 2 2 2 2 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 9 15 10 11 13 -13 14 16 23 19 -18 22 20 21 -1 -19 -9 -14 26 -7 -28 29 -27
right_child=1 2 -4 -5 5 25 -8 8 -10 -11 -12 12 24 -15 -16 -17 17 18 -20 -21 -22 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=-0.1241821520041347 -0.10291623794001151 -0.013061841065736116 -0.10177109008197405 0.079442582725183897 0.036597778509605668 -0.059262863954276969 0.047311344943569499 0.050833177683399025 -0.26461647836494157 0.098158952657458998 -0.081891616015040136 0.025255879519074615 -0.016398258123943684 0.075856804355623753 -0.059048681639798241 0.063278143234215142 0.087037663723734532 0.019702723470338867 0.041404045679847477 -0.076147428670503892 0.027935541391071045 -0.00031085737011956536 -0.069222086643514855 -0.11144679325727863 -0.11378304282166984 0.022294603344339442 0.076854057839913392 0.004530142679714735 -0.00058005459154051632 -0.077187613517141748
leaf_weight=0.56370634297491884 0.32289152722296421 0.46412644319207175 0.17937992161159855 0.25714935009454964 3.9842832013964644 2.4361735359998411 1.0246223185058614 0.17648411765548988 0.29067780580953684 1.1503844908438647 1.2346406747237768 0.88354945174796684 0.47934058474493202 1.2228271448984731 2.2805997533723703 0.45709257433190942 1.3102029351284725 1.0344119392684659 2.1691641882061958 0.91731580495252263 3.0579447234194959 0.83293417301320394 1.0788548546843233 0.61624240296077915 1.4254658697172997 1.4530025301501144 3.3302272185683242 42.599880731861049 81.946586762827792 3.3899799322825857
leaf_count=40 184 43 119 14 25 27 21 37 15 25 43 38 12 12 24 4 11 26 23 21 67 37 15 52 57 13 22 747 1074 52
internal_value=-3.53854e-05 -0.0303382 -0.00431844 0.0199178 0.000194411 0.00124739 -0.00640331 -0.00900163 -0.0699133 -0.00422425 -0.0105939 -0.0054927 -0.0529844 0.0036602 -0.00300519 -0.02463 0.00865173 0.0267404 0.00829256 -0.0101802 0.00340417 -0.0503073 -0.0256947 -0.0753185 -0.0892764 0.000205293 0.00629675 0.00977409 -0.00318937 -0.0473407
internal_weight=162.57 1.22355 0.900656 0.721276 161.347 139.14 22.2065 21.1818 1.5405 19.6413 18.491 17.2563 2.78836 14.468 13.2451 1.24982 10.9645 5.59263 4.28243 5.3719 4.45459 1.39664 2.11327 0.792727 1.90481 135.156 48.3663 45.9301 86.7896 4.84298
internal_count=2900 360 176 57 2540 1960 580 559 108 451 426 383 107 276 264 93 240 75 64 165 144 77 41 89 69 1935 796 769 1139 65
is_linear=0
shrinkage=0.1


Tree=163
num_leaves=31
num_cat=0
split_feature=4 0 4 0 0 0 2 2 2 1 1 0 4 0 4 4 2 3 3 0 2 4 4 0 1 2 4 0 2 1
split_gain=0.115669 0.441106 1.4258 1.42333 0.917941 0.665013 0.567434 2.53495 0.849858 0.730357 1.53166 0.907021 0.874365 0.769875 0.760839 0.667205 0.622367 0.499002 0.71938 0.437755 0.715801 0.385311 0.360451 0.97431 1.29046 0.603158 0.523462 2.71205 0.50661 0.337008
threshold=42.178283198950005 90.337570099350003 42.428475018400007 90.662873533100012 89.219171517050015 86.950112854950021 -0.067574999999999996 -0.081474999999999992 -0.031989999999999998 62.009286778800011 62.197478847950002 86.20003303655001 43.19689381845 85.678472159250006 43.874475754150005 42.686561923500008 -0.011399999999999999 1.0000000180025095e-35 -0.15684499999999998 104.06483731340002 -0.18126999999999999 43.812290675100009 41.811877919650009 86.420486603250012 62.837331883000012 -0.062629999999999991 41.621607100200002 86.530713386650021 -0.094344999999999998 85.371987932400017
decision_type=2 2 2 2 2 2 2 2 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 5 -3 6 -2 7 9 -8 11 14 13 -12 17 -11 -10 -17 18 -4 22 29 -18 26 25 -25 -24 -1 -28 -26 -21
right_child=1 3 4 -5 -6 -7 8 -9 15 10 12 -13 -14 -15 -16 16 21 -19 -20 20 -22 -23 23 24 28 -27 27 -29 -30 -31
leaf_value=0.0022273826870416896 -0.12356800392571486 0.097925850363763181 0.00030276367605457864 -9.3615835126173867e-05 -0.08818838579102771 -0.023951905953572598 -0.12562058043504762 0.086416567397556626 -0.09908817076192121 -0.10510827795830638 -0.041264269278606373 0.059074466205825495 0.048752703421815743 -0.082559865058085408 -0.013739031294841476 0.066609142993967987 -0.11323433003246518 0.029898214114148437 -0.1110633892235907 -0.10545644619861055 -0.10679078493983246 0.018515316067669499 0.084115678710047687 -0.057498288793808784 0.082128130245151129 0.0095778689523692787 0.028698700718239135 -0.14524307802222997 0.0030005822479336405 0.082777704986279219
leaf_weight=90.035312638407049 1.5583044419181562 1.5805717386829226 2.8335687209910345 23.617019386195352 1.2666613453184243 1.1758031621575353 0.84830870499718036 3.256592341233044 0.64749368495540638 2.7464764144970086 1.8914650257211176 2.6511839918093747 2.5122760194644798 1.1888846568763254 1.3639741057995705 1.1350311559508561 0.4293928232218599 3.7117606794927269 0.72932453484100124 0.12384802353335544 0.90882824126174344 0.45954804551365669 2.78143031289801 2.7079063765704632 1.3685475066304209 1.7806089582445546 2.4317134445300321 1.4197017987899014 1.9794421843253074 0.40995211160043254
leaf_count=1130 37 16 54 706 28 8 19 17 25 54 21 13 35 12 17 17 44 41 44 24 270 24 17 20 14 40 28 27 28 70
internal_value=-3.56442e-05 -0.00372923 -0.0118373 0.00605486 -0.00503062 -0.0807281 -0.00104155 0.00470741 -0.0384212 -0.00884878 -0.030888 0.00803392 0.0100892 -0.00795441 -0.0747891 -0.0107315 0.0175349 0.00423823 -0.0224939 0.00190283 -0.0528065 -0.0451249 0.00265807 0.0201218 -0.0061699 0.0550228 0.000683039 -0.0354194 0.0353453 0.0391051
internal_weight=161.551 55.6036 30.406 25.1976 27.6719 2.73411 26.4053 22.8855 3.51977 19.6289 8.51419 11.1147 4.40374 8.46354 4.11045 2.67147 2.02397 7.27465 3.56289 105.947 1.44263 0.888941 104.505 10.6179 6.0559 4.56204 93.8867 3.85142 3.34799 0.5338
internal_count=2900 1232 510 722 465 45 437 308 129 291 127 164 56 151 71 110 85 139 98 1668 364 68 1304 119 62 57 1185 55 42 94
is_linear=0
shrinkage=0.1


Tree=164
num_leaves=31
num_cat=0
split_feature=3 3 3 3 1 3 4 3 2 2 1 2 2 4 2 3 4 0 3 0 3 4 4 2 3 4 0 0 0 2
split_gain=0.116808 1.02727 0.64388 0.549949 1.51208 0.838471 1.19831 0.436707 0.574958 1.97675 1.7654 1.15175 0.993016 1.38244 1.74598 1.95888 1.30365 1.16872 0.873529 0.867522 0.867424 0.760593 1.04402 0.733164 0.701407 0.61266 0.795806 0.957439 2.9668 0.817111
threshold=0.090390000000000012 0.090865000000000015 0.091545000000000029 0.088565000000000019 77.898074329750017 0.089785000000000018 41.261521012900012 0.092095000000000024 -0.071129999999999985 -0.083794999999999994 61.966271448700006 -0.08725999999999999 -0.060760000000000002 41.028010303750008 -0.033594999999999993 0.09642000000000002 36.514114975300011 97.32487278035002 0.10236000000000002 98.031937268650012 0.10461500000000003 36.514114975300011 38.318569170500005 -0.024989999999999998 0.093760000000000024 39.945535567850008 85.737618238150006 85.968825637350008 87.181320254150009 -0.59511499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 -5 -4 9 11 -11 21 -10 16 -15 -16 19 18 -18 -14 -12 -9 -23 -17 -24 -26 -27 -28 -29 -30
right_child=1 2 7 4 -6 -7 -8 8 12 10 20 -13 13 14 15 23 17 -19 -20 -21 -22 22 24 -25 25 26 27 28 29 -31
leaf_value=-0.00013778378839952702 0.054081581629037034 -0.044876023914600612 0.036433744170171027 -0.11159934338006859 0.055381438477099643 -0.12237653856278266 0.0053822363172132768 0.0369035488375292 0.056116113646214522 0.02041320611314433 -0.13227030996011513 0.060677816395579946 -0.13100162148915209 -0.10698250028578349 -0.1355629569042833 0.085909376889220915 0.089226323220571113 -0.025366166904327459 0.025384700362077836 0.014530168403887676 -0.034482689016679752 -0.090652538072091629 0.037029308657218596 -0.0003117813957929072 -0.06175246660280697 -0.078325548124411282 0.057025829029593356 -0.12803406379376267 0.0620744658119807 -0.0082098797114339133
leaf_weight=84.941547040966725 3.7356789559253221 3.0275123032624824 3.5450563504509764 1.2829709124634963 1.6239550705604413 1.3662202070845522 2.7581940742675215 3.7536001256121407 4.1869535215664682 1.8193320184946085 2.6171620044951851 3.0647276408344615 0.84260236180853343 2.1460952727356926 0.92244812747230565 1.3528748149983583 3.7049423325806838 2.4857849253103259 5.0845320485532284 0.79707974479470067 1.3883119815727694 1.5617647658291414 3.2055598679990025 3.638919737044489 2.3194364979417506 1.362771380227058 2.5201912634074679 1.7914870278909782 2.4877631256822514 4.9361358000642195
leaf_count=1790 35 48 46 22 46 23 42 73 39 9 43 25 13 36 28 12 34 49 46 29 26 39 39 78 45 33 15 19 25 93
internal_value=-3.61847e-05 0.0030966 0.000146563 -0.00236258 -0.0292391 -0.0546524 -0.0317566 0.00236165 0.000278763 -0.00843871 -0.0612737 0.00295811 0.0116521 0.0027765 -0.0297201 -0.00168402 0.023058 0.0351737 0.0522952 -0.0602559 -0.0983768 -0.00443139 -0.012118 0.0230559 -0.00553203 -0.0143811 -0.00599264 0.00240688 -0.0125301 0.0153425
internal_weight=160.272 68.2987 64.563 91.9729 7.03134 5.40739 4.04116 61.5355 57.9905 32.8282 5.82481 27.0034 25.1622 20.9753 8.06034 5.91424 12.9149 11.2753 8.78947 1.63968 4.00547 23.9387 20.1851 4.99179 18.6233 15.4178 13.0983 11.7356 9.21539 7.4239
internal_count=2900 977 942 1923 133 87 64 894 848 484 78 406 364 325 154 118 171 129 80 42 69 381 308 90 269 230 185 152 137 118
is_linear=0
shrinkage=0.1


Tree=165
num_leaves=31
num_cat=0
split_feature=3 3 2 3 1 4 4 2 2 3 1 2 0 0 0 1 0 4 2 2 2 2 1 0 0 0 2 3 1 0
split_gain=0.112097 0.546547 1.16085 0.545722 1.32712 1.93937 1.08539 0.907662 0.516625 0.486818 3.00655 0.635787 0.668944 0.590168 0.418289 1.14265 0.92724 0.908021 0.807884 0.705161 0.753337 1.56798 1.05974 0.613099 0.862672 0.675398 0.512879 0.699734 0.551306 0.785357
threshold=0.082975000000000021 0.083795000000000022 -0.082509999999999986 0.079785000000000009 61.966271448700006 43.022303514600004 43.57842012870001 -0.075174999999999992 -0.080319999999999989 0.085495000000000029 62.837331883000012 -0.08459499999999999 96.811377277450006 94.480484078350017 93.679323555450011 70.73871032835001 86.780739992750014 38.828362408050005 -0.033594999999999993 -0.15818499999999999 -0.053019999999999991 -0.040019999999999993 75.403185184700007 97.550703263350016 101.99741301110002 109.2481845889 0.048530000000000011 -0.24637000000000001 72.496961945650014 99.983757871350008
decision_type=2 2 2 2 2 2 2 2 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 14 -5 7 -7 -6 -8 10 -3 13 -13 -12 16 -16 -1 18 -18 -17 22 -22 -21 -24 -25 -26 -23 -28 -29 -30
right_child=1 9 -4 4 5 6 8 -9 -10 -11 11 12 -14 -15 15 19 17 -19 -20 20 21 26 23 24 25 -27 27 28 29 -31
leaf_value=-0.007116381771433377 -0.0017337371869804567 -0.12135649250951396 0.093167995780988166 0.060144213074144651 -0.13256598950900392 0.10063924065929462 -0.054930104679806462 -0.036325605778452709 0.037855734634299337 0.0020098197231879045 0.080717156978742044 -0.1066827623700809 0.026012060320506392 -0.0029250834871436468 -0.10768957514484899 0.027309102189004536 -0.051349930786446008 0.055285100665049575 0.03822718165484934 -0.13170668866577293 0.10164397676151922 -0.067576684188122557 -0.13008823242086295 0.079989468148684489 -0.11144732628536912 0.0082150537114795506 -0.1123014706831431 0.10555549162791274 -0.11436782403338069 0.031517421135114708
leaf_weight=14.708000227030427 3.6081602978192677 2.2306945766322306 2.0052395429665912 1.4929198524914662 2.2705775090835232 0.96798537299037013 1.7452964108524616 1.7240464485694249 0.91452340563409928 95.345515324570897 1.8527555419132116 0.70318886401946634 0.82637561844603624 1.5487229068239683 1.1477304318686972 4.8430909408598373 1.9590395819395778 6.3981409717234783 2.0713992118835431 1.1718187656952048 1.2954839416779576 1.6471136345207922 0.44362715067109126 0.85818514681886915 0.79286525468341995 1.1643524028504542 0.45944352377409803 0.6011887304484852 0.48563381936401162 1.536689058448246
leaf_count=377 42 22 21 14 50 9 38 26 23 1421 15 21 26 38 44 192 23 98 19 31 10 36 31 17 60 63 31 6 18 78
internal_value=-3.43564e-05 0.00178489 0.0321674 -0.00391406 -0.0260736 -0.0429601 0.00996965 -0.0910294 -0.0230276 0.00012111 -0.0250236 0.0185552 -0.0349919 0.0426341 0.000943403 -0.0114555 0.00905618 0.0318652 -0.00531277 -0.00423625 -0.0188471 0.00416988 -0.0501481 -0.0208229 -0.00360578 -0.04026 -0.0225266 0.00154209 0.021479 -0.00351497
internal_weight=158.82 108.121 5.6134 50.6992 9.11535 7.62243 3.62781 3.99462 2.65982 102.507 7.16174 4.93104 1.52956 3.40148 41.5838 16.4472 25.1366 10.4286 4.03044 15.2995 10.4564 6.02555 4.43085 3.25903 2.8154 1.95722 4.73007 3.08296 2.62351 2.02232
internal_count=2900 1606 63 1294 160 146 70 76 61 1543 122 100 47 53 1134 617 517 140 42 573 381 179 202 171 140 123 169 133 102 96
is_linear=0
shrinkage=0.1


Tree=166
num_leaves=31
num_cat=0
split_feature=0 1 0 3 0 2 2 2 2 4 0 3 4 4 2 1 4 1 1 2 2 2 1 4 4 3 2 4 4 4
split_gain=0.107349 0.229092 0.223988 0.185708 0.243609 0.147001 0.155581 0.558025 0.716743 0.777003 0.830668 0.992172 0.557874 0.317198 0.459722 0.802148 0.293784 0.23714 0.689685 0.286048 1.01324 0.790353 0.674876 0.489422 0.454795 0.364267 0.615811 0.348937 1.89097 1.16946
threshold=114.06859001680002 89.264875305300009 122.45926784190002 -0.15684499999999998 116.55541378745001 0.68694500000000025 0.19122000000000003 0.20981000000000005 0.22542000000000004 40.08085804200001 94.614906984850009 0.10236000000000002 41.322103772800006 34.542090938800008 -0.117115 71.090898343450007 35.131296350900008 61.82916008405001 61.767325547050007 0.048530000000000011 0.090855000000000033 0.12812000000000004 66.697957758300021 40.421032462050007 35.461062230100005 -0.25765499999999997 -0.068524999999999989 40.259171735100004 40.496232821400007 40.036761086100007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 6 13 -8 -9 10 -10 -12 -11 14 15 -1 -15 18 -18 24 -21 22 -22 -23 -19 26 -26 29 -29 -27
right_child=1 2 -4 4 -6 -7 7 8 9 12 11 -13 -14 16 -16 -17 17 19 -20 20 21 23 -24 -25 25 27 -28 28 -30 -31
leaf_value=-0.094819818662834121 -0.11198737575743055 0.061147453996548522 -0.10245749631762027 0.093411587564616483 -0.11196831878001073 0.029871491678075179 -0.061924816652387006 0.083868682928024407 0.036392504740842622 -0.13618788754617323 -0.12136120339686281 0.042866775564418494 0.0026566847774708267 -0.048095652175999544 0.050424502105439119 0.051707387549295603 -0.0069583706884747383 0.05940076296192795 -0.10491591991798088 0.063401974587218565 0.02175804824473641 -0.028811367872101087 -0.11346139363133985 0.053017175846857834 -0.083705801718719552 -0.0020180427126577504 0.018440624660553569 0.068902723639999441 0.00040395867447342134 -0.064369304967303795
leaf_weight=0.71107851865235694 0.26531980510844622 0.42716686382482294 0.18896987876814819 0.085359755454192054 0.17857578572011334 1.6510393370190275 1.8458824844565223 0.88761803321540345 3.0548507394269109 0.75949053672957212 0.89760315023886483 0.6233307896181941 0.46752703897436731 1.2681125501694612 2.889960433356463 0.7872299447626574 10.245537611568576 1.2864185100770544 0.77297062054276544 3.1880510037444756 0.5679583076853304 1.2179795025731439 1.0541944004726245 1.8278353717178104 1.3474058520441761 30.544984809646863 1.0502377803204428 4.2443963660043655 79.835580816565198 3.3367149275145485
leaf_count=62 33 24 129 16 80 35 22 11 34 31 61 7 24 22 59 35 288 16 8 67 12 19 66 28 51 424 18 42 1137 39
internal_value=-3.2758e-05 -0.0305353 -0.00597957 0.0204006 -0.0455461 0.000190678 -0.000126064 -0.0132486 0.000181105 -0.0126201 0.00632889 -0.054055 -0.0832843 0.000640256 0.0271191 -0.0178326 -0.00017925 0.000253167 -0.0138303 0.00145144 0.0199454 -0.00973393 -0.0661175 0.0202951 0.000257085 -0.000375052 -0.0389627 0.000409265 0.00386181 -0.00815848
internal_weight=157.509 1.14539 0.880072 0.691102 0.263936 156.364 154.713 8.5363 6.69042 5.8028 4.57578 1.52093 1.22702 146.177 4.38827 1.49831 141.788 140.52 11.0185 129.502 7.85602 4.66797 1.62215 3.04581 121.646 120.359 2.39764 117.962 84.08 33.8817
internal_count=2900 282 249 120 96 2618 2583 190 168 157 102 68 55 2393 156 97 2237 2215 296 1919 192 125 78 47 1727 1711 69 1642 1179 463
is_linear=0
shrinkage=0.1


Tree=167
num_leaves=31
num_cat=0
split_feature=3 2 3 3 4 4 1 0 2 0 0 2 2 4 4 4 1 1 0 2 2 2 1 1 1 3 0 2 3 2
split_gain=0.111844 0.191866 0.161592 0.81315 0.478722 0.45609 0.484177 0.863056 0.722584 1.36295 0.881389 0.271308 0.264248 0.250601 0.384958 0.47032 0.234787 0.736708 0.320082 0.548387 0.234519 0.878445 0.720317 0.517232 0.852392 0.624912 0.821761 0.468831 0.867292 0.614919
threshold=-0.54481999999999997 -0.23361999999999997 -0.23472499999999999 -0.22588499999999997 35.616518500750011 37.797539186950011 73.365333921800001 101.15323715815002 -0.079824999999999993 83.992808911450012 86.345209775600011 -0.16717499999999999 -0.15895000000000001 32.785955158400007 30.509590007400003 29.904643970450003 60.474177186300004 57.960468834350003 76.591483678350016 -0.23280999999999999 0.048530000000000011 0.072320000000000023 61.82916008405001 76.763544998700013 78.820215468450016 0.11747500000000002 93.063666643600016 0.15675000000000003 0.08079500000000002 0.24816000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -2 -6 8 -8 9 -7 -10 -11 -9 14 15 -5 17 18 19 -15 -18 -22 -23 25 -25 26 27 -24 -29 -30
right_child=2 -3 3 13 5 6 7 12 10 11 -12 -13 -14 16 -16 -17 20 -19 -20 -21 21 22 23 24 -26 -27 -28 28 29 -31
leaf_value=-0.012918691111978291 0.049421875136503077 0.062659052016624028 0.077793143911491947 -0.10435764970874775 -0.095606711763199487 0.0046501641542988168 0.084449903506730664 0.011283590909897416 -0.038309559096974068 -0.060977447311748839 0.065834704048513326 -0.13204873283393148 -0.10959929338049286 0.022658284341831082 -0.094124568857263349 0.085106747537467498 -0.00051467619115406712 -0.095972598544475707 0.040489635938810518 -0.082839060214460469 0.062680541470515203 0.086258828978312801 0.035749043803412171 0.070207661551242112 -0.01776526245285107 0.041279904738323298 -0.080430667289667274 0.038642035637620163 -0.13301565015028904 -0.017963368910636653
leaf_weight=0.61207187356194481 1.1567188080880431 0.74444968425086588 1.353045199648476 0.2049916771975393 0.71253636975597956 2.3092217949888409 1.1962774104904381 0.33650401854538348 1.6739459685122722 0.87631701998179568 1.5793537725694475 1.3876760673010744 0.39090427220799029 1.1119743938179452 0.69813313498661955 0.36308728213771246 120.15177244788811 1.0404085000336634 1.2467650945764033 0.88477414502995033 2.8513270934781785 0.93786458717659016 1.6354811006458456 2.0558892697008551 2.3722760390974145 1.4174092952162025 2.3007374071748927 1.1206408962607386 0.88602783257374518 0.97654899260305683
leaf_count=30 63 30 24 58 31 36 22 12 39 38 13 22 36 42 44 10 1829 40 19 67 61 9 25 39 132 19 55 12 18 25
internal_value=-3.14773e-05 0.0285579 -0.000281316 0.000636437 -0.0116242 -0.0183732 -0.012729 0.0322192 -0.0237769 -0.0494047 0.0122485 -0.104539 -0.053678 -9.7426e-05 -0.0443865 0.0167384 0.000300329 -0.0227521 0.000734586 -0.0240884 0.00102272 0.0121812 0.00167322 -0.00454141 0.0230784 -0.0192119 -0.0316033 -0.00728061 -0.0308706 -0.0726937
internal_weight=156.585 1.35652 155.229 143.609 11.6195 10.4627 9.7502 1.92369 7.82651 4.57321 3.2533 2.26399 0.727408 142.256 1.26621 0.568079 140.99 4.28392 3.24351 1.99675 136.706 16.5542 13.7029 12.765 4.42817 8.33685 6.91944 4.6187 2.98322 1.86258
internal_count=2900 60 2840 2528 312 249 218 70 148 96 52 60 48 2504 112 68 2392 168 128 109 2224 395 334 325 171 154 135 80 55 43
is_linear=0
shrinkage=0.1


Tree=168
num_leaves=31
num_cat=0
split_feature=1 0 3 1 1 3 1 1 1 0 0 0 0 2 2 1 2 4 3 2 0 0 2 3 3 0 2 3 1 4
split_gain=0.112887 0.806325 1.0617 0.460629 0.502076 0.683431 0.387153 1.12618 0.470526 1.02653 0.829192 0.738973 0.724347 0.446072 0.410454 0.394253 0.758056 0.663938 0.526861 0.418792 0.351565 0.631149 0.336354 0.575164 0.542197 1.07234 0.654313 1.49957 0.506652 0.82965
threshold=71.090898343450007 95.502098167950024 -0.084259999999999988 70.865067860500019 70.343506983200015 0.08494500000000002 72.187789260650007 71.787208999250012 75.403185184700007 97.483491810050012 97.013011637200023 97.835679825150024 97.835679825150024 -0.61225999999999992 -0.088099999999999998 78.220689305400015 -0.59681499999999998 39.995120105550008 0.088990000000000027 -0.50001499999999999 99.515966156650009 100.53758024625002 -0.15895000000000001 -0.22253999999999999 -0.21013499999999999 101.15323715815002 -0.079074999999999993 0.086520000000000027 81.524804347700012 44.710446918150005
decision_type=2 2 2 2 2 2 2 2 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 -8 -10 -11 14 -14 -12 17 -17 -15 -19 -18 -21 -22 -23 -24 -25 -26 27 -27 -28 -30
right_child=1 6 -4 -5 5 -7 8 -9 10 11 12 -13 13 15 -16 16 19 18 -20 20 21 22 23 24 25 26 28 -29 29 -31
leaf_value=0.0014754637050048494 -0.0023810018664773914 -0.015034417505049403 -0.10671875333665243 0.041462267662675495 0.022113449672934569 -0.10608312734480517 0.0021517018147419668 0.09562320116201041 -0.11685753654192975 -0.15243854939775334 0.015506958088943227 -0.037970822118244901 -0.11145286264040943 -0.094514626209644098 0.077094479691439372 0.086108626022984733 -0.10540470773223615 0.036632299120683248 -0.036964998782021245 -0.057046045458462862 0.05709533776153819 0.034387726476644113 -0.1075599738706819 0.092813072930453266 -0.12477332077808306 0.0092697169126267354 0.046889169838331142 -0.12061506657733595 -0.077578153739154443 0.047385920001810786
leaf_weight=107.36900545535536 2.2672900444595148 2.2449406275991346 1.7113958119152801 2.8328673874493679 0.70911078376229753 1.0055641902144996 4.4045314970426253 1.5579555882140992 0.57229751464911061 0.87195886718109283 2.5219494407065213 1.5967462655680718 0.36750951693739153 1.0841009121359118 1.8954253280535365 1.1192141429419376 0.36081329905028781 1.6678129551582968 2.3337511993013322 0.9091265345923486 2.1663210080005255 2.2639687803130242 0.54986579624530207 0.56320964641783255 0.73071059028729202 3.0543013563028705 3.4670210294134307 1.2537844124890396 1.0630121097037775 1.0621146634221075
leaf_count=1373 50 38 141 23 22 56 50 14 17 12 25 63 31 62 19 27 66 26 28 11 29 113 69 13 21 140 46 97 166 52
internal_value=-3.05006e-05 -0.0043432 -0.0472609 0.00165198 0.000618118 -0.0530669 -4.01294e-05 0.0302994 -0.00325583 -0.0267811 0.00231863 -0.0784014 0.00471731 -0.00212779 0.0419332 -0.00042887 0.00632922 -0.0250969 -0.00629036 0.00121062 0.0034624 0.00686346 -0.000904845 -0.00770842 -0.00280363 -0.00786924 0.000759146 -0.0285307 0.0233235 -0.0151225
internal_weight=155.578 43.6611 3.97869 111.917 109.084 1.71467 39.6824 3.8029 35.8795 6.87324 29.0063 2.46871 28.434 24.0166 4.41737 23.6491 18.5635 5.08567 4.00156 17.4442 17.0834 16.1743 14.008 11.744 11.1942 10.6309 9.90023 4.30809 5.59215 2.12513
internal_count=2900 1426 191 1474 1451 78 1235 52 1183 125 1058 75 1041 997 44 966 850 116 54 823 757 746 717 604 535 522 501 237 264 218
is_linear=0
shrinkage=0.1


Tree=169
num_leaves=31
num_cat=0
split_feature=4 3 4 3 2 1 1 0 3 3 3 4 1 0 1 4 0 4 0 1 0 1 3 1 1 3 3 1 0 3
split_gain=0.11342 0.38352 1.11741 0.766447 0.577622 0.879213 1.02904 0.332783 0.377707 0.348418 0.668198 0.256658 0.913479 1.1689 0.529345 0.423278 1.40295 0.359273 0.3799 1.00297 1.55358 0.88713 1.07315 1.86744 0.629577 0.575003 0.994276 1.1608 1.42692 1.08499
threshold=42.178283198950005 0.095645000000000022 42.428475018400007 0.094415000000000013 -0.012769999999999998 75.403185184700007 62.084563606450011 103.44649194340002 -0.22253999999999999 0.090640000000000012 0.090720000000000023 41.811877919650009 61.987779113750001 86.420486603250012 62.837331883000012 41.621607100200002 86.420486603250012 41.532441862050007 86.530713386650021 62.079186690200011 86.232294534150014 64.434276012450013 0.097615000000000021 62.197478847950002 65.111767461350013 0.094625000000000029 0.090225000000000014 65.966697146800016 91.523180134850023 0.090865000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 -3 -2 5 6 -4 11 -9 -10 -11 15 -13 -14 -15 17 -17 18 19 -1 -21 22 23 -20 -23 26 27 -26 -29 -28
right_child=1 2 4 -5 -6 -7 -8 8 9 10 -12 12 13 14 -16 16 -18 -19 21 20 -22 24 -24 -25 25 -27 29 28 -30 -31
leaf_value=-0.0015781834244110692 -0.0028642128808822834 -0.1141827646018817 0.0063145770454604332 0.06456521965923652 0.048787741656102376 0.054381351540835433 -0.09359614572959199 0.03672522933598775 -0.11259550095330879 0.11080146772800809 -0.11086709899102726 -0.046988241422151807 0.082549862482295122 -0.033319501246924281 0.030978054314443844 0.024824371844159015 -0.099252147180417458 0.035075361928798496 -0.032047850896364603 -0.0021566948142544094 -0.14607472837733446 -0.069135424989842473 0.081019218234029952 0.076744998892761304 -0.080528116568630681 -0.013684749163202087 0.0985493397467056 0.071835858525256618 -0.0057998757010179307 0.018382093795185166
leaf_weight=19.801757864785035 43.48561212475397 1.1736992899168388 2.0078823596704742 1.7536915806122113 1.3974844012773253 1.1356029176822628 2.1186049175448716 0.46036328855552722 0.75657501100704261 0.25413015484809875 0.29251187909676446 1.7811555592634238 2.9367846961831656 2.220706582069397 3.0239653359167278 1.9802223718797898 1.6882311662775462 3.2400448974512974 4.0731755737215263 1.7750224943665665 1.2989893760532139 1.2859124578535546 3.1412652023136616 2.5753719117492437 1.7456849543377781 16.121189324258012 2.1551564335823041 2.7242967898491797 18.072592300435645 7.7921087049762718
leaf_count=270 1056 27 34 15 32 25 43 68 212 1 106 38 23 16 41 26 29 27 30 55 14 11 27 28 20 239 9 29 263 86
internal_value=-4.34787e-05 -0.00378763 -0.0242165 -0.000250326 -0.00836068 -0.0235379 -0.0449812 0.00192013 -0.041139 -0.0686447 -0.00781489 0.00268384 0.0179091 0.0320377 0.00375309 0.000988503 -0.0322759 0.00241071 0.00112883 -0.00982824 -0.0629723 0.00532828 0.0328518 0.010094 -7.18547e-05 0.00175509 0.00941621 -0.00220442 0.00437005 0.035751
internal_weight=154.27 53.0726 7.83327 45.2393 6.65957 5.26209 4.12649 101.197 1.76358 1.30322 0.546642 99.4336 9.96261 8.18146 5.24467 89.471 3.66845 85.8026 82.5625 22.8758 3.07401 59.6868 9.78981 6.64855 49.8969 48.611 32.4898 22.5426 20.7969 9.94727
internal_count=2900 1232 161 1071 134 102 77 1668 387 319 107 1281 118 80 57 1163 55 1108 1081 339 69 742 85 58 657 646 407 312 292 95
is_linear=0
shrinkage=0.1


Tree=170
num_leaves=31
num_cat=0
split_feature=0 1 0 3 0 2 1 0 4 4 4 1 1 3 3 2 2 4 3 2 2 0 0 3 2 0 2 4 4 2
split_gain=0.0974188 0.177621 0.194172 0.153063 0.217746 0.113195 0.126459 0.409359 1.11153 0.676545 0.586488 0.360576 0.596691 0.528539 0.606585 0.492305 0.628446 0.821823 0.372066 0.401848 0.402412 0.44807 0.236455 0.225016 0.219373 0.250219 0.31068 0.816086 0.830765 0.616375
threshold=114.06859001680002 89.264875305300009 122.45926784190002 -0.15684499999999998 116.55541378745001 0.68694500000000025 80.677940036650014 100.24991522630002 42.297164883650005 39.995120105550008 33.384956903900012 81.524804347700012 82.011415269350024 0.095845000000000027 0.093925000000000022 -0.085734999999999992 0.20981000000000005 48.680511450650009 0.072890000000000024 -0.086339999999999986 -0.15818499999999999 104.3578792496 108.95245419455001 0.077015000000000014 -0.66246499999999997 99.744485097750015 -0.50001499999999999 39.646013290900008 40.08085804200001 -0.59309999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 6 7 24 9 10 -9 -8 -13 14 15 18 17 -17 -14 20 21 -20 -22 -23 -1 26 27 -26 -29 -30
right_child=1 2 -4 4 -6 -7 11 8 -10 -11 -12 12 13 -15 -16 16 -18 -19 19 -21 22 23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.044231297342870235 -0.10894644427874201 0.056313009181587881 -0.1023445992050708 0.092003090177427554 -0.11097937489783415 0.02722610339351016 0.041794319736864198 0.03655585687368864 -0.091084027440335391 0.022472902191885039 -0.11084172931656081 -0.11026901304360676 0.06931329622068981 -0.087048682487909437 0.096582696460967926 -0.10972473727935267 0.079388495868061668 0.080844142352457737 0.071488764400456539 0.10305395672920217 -0.10738967243904003 0.04203205139656481 0.013903571460733809 -0.10876891781638959 -0.084303141257645736 0.040204891132116054 0.00059321379384124414 0.067977512699695611 0.0081417566877555071 -0.077161786632733528
leaf_weight=1.1290397932752956 0.22633368701281031 0.38605862880649511 0.1732014553163026 0.078176878865633626 0.16312001964615774 1.5314139174988657 2.7246475692372751 0.39805420578340889 1.8439003826642872 3.5516062425449491 0.83877815681626089 0.4671060841938014 1.2136362654564434 0.55047439130066766 0.79678919989964914 1.1044177118019436 0.34922601006110188 0.28461142536252726 0.6897762792650608 0.32664391212165389 0.5540128789434674 0.14983439866045956 0.22640304421656765 0.29134747255739057 1.5824747423757788 1.5275665217195626 125.2371907532106 1.2666980815120039 2.0865599089302123 1.4259127730911134
leaf_count=11 33 24 129 16 80 35 42 18 85 37 47 33 31 68 13 89 32 4 14 2 47 7 20 50 38 34 1772 11 27 51
internal_value=-3.13023e-05 -0.0307285 -0.00861469 0.0172624 -0.0452158 0.000175882 -9.91547e-05 -0.000860591 -0.0251126 0.00029122 -0.0634042 0.0109275 -0.00107969 0.00672231 0.0153445 0.00287229 -0.0405281 -0.0706773 0.0247288 0.000551402 -0.0169658 0.0211498 -0.0722018 -0.0575538 0.000337481 -3.47808e-05 -0.000501873 -0.0220601 -0.00145019 -0.0264878
internal_weight=153.175 1.02689 0.800557 0.627356 0.241297 152.148 150.617 140.888 6.63234 4.78844 1.23683 9.72893 7.00428 6.53717 5.9867 5.18991 1.73826 1.38903 3.45165 2.23802 1.91137 1.13096 0.780416 0.441182 134.255 133.126 131.599 6.36165 4.77917 3.51247
internal_count=2900 282 249 120 96 2618 2583 2131 187 102 65 452 410 377 309 296 125 93 171 140 138 71 67 57 1944 1933 1899 127 89 78
is_linear=0
shrinkage=0.1


Tree=171
num_leaves=31
num_cat=0
split_feature=3 2 3 4 0 3 0 4 3 3 3 4 3 4 1 1 2 3 3 3 4 2 4 3 3 2 2 3 3 4
split_gain=0.095749 0.172348 0.141153 1.003 0.324356 0.251703 0.217247 0.223318 0.200814 0.19219 0.555497 0.589148 0.495307 0.482259 0.4582 0.852508 0.493182 0.439024 0.383839 0.319165 1.01223 1.07104 1.11387 0.903905 0.31024 0.285135 0.235316 1.18062 0.940784 2.80454
threshold=-0.54481999999999997 -0.23361999999999997 -0.25765499999999997 39.530201452500002 86.597924839850023 -0.25276999999999999 85.968825637350008 48.919835655300012 -0.27223499999999995 -0.23472499999999999 -0.15684499999999998 40.305698932850007 -0.12530999999999998 42.072181850200003 62.057679025150001 73.365333921800001 -0.21094499999999999 -0.11050499999999999 -0.24701499999999998 1.0000000180025095e-35 42.599563320500003 -0.076709999999999987 38.386256906100009 -0.072169999999999998 0.072890000000000024 -0.22699 -0.063985 0.083795000000000022 0.082975000000000021 42.428475018400007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 6 -4 7 -5 -2 14 11 -11 -12 -13 -7 18 -17 -14 -16 20 21 23 -23 -19 -21 -15 28 -28 29 -26
right_child=2 -3 5 4 -6 9 -8 -9 -10 10 12 13 17 25 15 16 -18 19 -20 24 -22 22 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-0.0120258941676262 0.010343881668655575 0.060289523329132649 0.042094922033247703 0.0075857181273547127 -0.02136559970801355 0.010783112029576571 -0.14514461481946006 -0.12235413580917368 0.080041676358584821 -0.045298813094317214 -0.059837942259385171 0.098521863110045141 0.056960033223378739 0.057011552730922656 -0.12506965561566297 0.10150915130040905 -0.036847379017512748 0.068757664157695575 -0.033985658593586834 0.035039525726602613 -0.10934390559882974 0.009812935344026644 -0.08883003679438578 -0.044853841793557475 -0.098906905171255374 -0.007378974836237286 0.050625423612368353 -0.00056698738127873821 0.0013440384606284222 0.0051956984934457134
leaf_weight=0.61502439505420625 1.5202364137221596 0.71006481471704208 1.4223717441491306 0.26313422570819944 0.78949824654409884 2.7986038779781657 0.61448139976710081 0.26593341678380966 0.56777882131427659 0.79007856463431281 1.3986978332177376 1.3285499333869664 1.3386905787629064 1.3899857195792718 1.0744468065677208 0.47860246206982993 0.55803112933790522 2.4297600033842173 0.81255226628854904 2.5815859457652541 1.0845494353343381 2.3628768448106694 2.2204523343389155 0.98384910292952588 3.868593435504847 1.3611627762438732 5.2353072794721944 32.297316149185235 71.246062322779835 7.8168110827282362
leaf_count=30 52 30 24 39 41 27 7 3 26 26 55 14 44 24 16 10 37 48 30 36 82 35 37 29 108 41 131 605 986 227
internal_value=-3.85086e-05 0.0267252 -0.000273527 -0.0187581 -0.070665 0.000232521 -0.104701 -0.057728 0.0292963 -0.000176838 0.000558742 0.0337393 -0.000639363 0.0490459 -0.0181393 -0.0458249 0.0270303 -1.8973e-05 -0.0858484 -0.000596275 -0.0186874 -0.00639256 -0.0379759 0.0360133 0.000738959 0.0251536 3.88593e-06 0.00657368 -0.00296943 -0.0292687
internal_weight=152.225 1.32509 150.9 4.02106 1.93305 146.879 1.14355 0.529068 2.08802 145.457 139.734 4.86978 134.865 4.0797 5.72224 2.92363 1.03663 133.466 1.887 132.127 9.08149 7.99694 4.58333 3.41361 123.046 2.75115 120.464 37.5326 82.9315 11.6854
internal_count=2900 60 2840 168 90 2672 49 42 78 2648 2528 105 2423 79 120 93 47 2368 46 2324 231 149 72 77 2093 65 2057 736 1321 335
is_linear=0
shrinkage=0.1


Tree=172
num_leaves=31
num_cat=0
split_feature=4 4 0 0 0 4 1 2 1 1 1 0 0 0 0 0 4 2 4 0 4 0 2 3 1 1 1 2 1 3
split_gain=0.0946092 0.461481 0.314535 1.00593 0.69811 0.611745 1.00096 0.802328 0.602173 2.35062 1.26413 0.482496 1.11469 0.974128 1.04675 1.15968 0.810702 0.470007 0.46314 0.455097 0.443579 0.440074 0.394041 0.393401 0.349599 0.330418 0.786232 0.749631 0.470357 0.797004
threshold=42.178283198950005 42.233786329550007 86.420486603250012 86.280686780500005 86.20003303655001 43.968221017800005 61.917879202350001 -0.075840000000000005 62.079186690200011 62.106071271500007 62.132955852800002 86.780739992750014 89.057864029250013 89.219171517050015 90.337570099350003 90.662873533100012 43.022303514600004 -0.082074999999999995 42.428475018400007 85.775256651950016 42.686561923500008 85.656964494200011 -0.61225999999999992 -0.25095999999999996 64.071334164850015 68.214248143850014 68.961639504150014 -0.117115 71.52105164435001 0.088005000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 17 20 -4 -10 -11 -12 16 -14 -15 -16 -13 -3 -17 21 -8 23 -20 -7 -24 27 -27 -26 29 -28
right_child=1 2 8 -5 -6 19 7 -9 9 10 11 12 13 14 15 18 -18 -19 22 -21 -22 -23 24 -25 25 26 28 -29 -30 -31
leaf_value=0.0017740015408729244 -0.076915039999862794 0.046134873770939104 0.046827305675726905 -0.11352876037184878 0.058150028242982515 -0.037367538965532444 -0.12359891087074366 0.012611567726772747 -0.15687837358448231 0.11538776307952753 0.071034614357472534 -0.10762514234148755 0.095936651838169226 -0.08495174008824237 0.095009654533043136 0.050256196633530772 -0.0043059232561813467 -0.060200889486824165 0.085144573319152025 0.061687516743020233 -0.054276979947792306 -0.065220302755945564 0.07570383580718075 0.024290961730852774 -0.13520468974955072 0.094292314429919491 -0.084679388975423805 -0.00025038714476284058 -0.00032471272527003289 0.012608235540682716
leaf_weight=99.376676982753224 0.84214234277896949 1.7333381740318148 2.9055386630352578 0.94641738757491012 1.4740217681974161 1.4367242079024429 1.5059670675545964 1.193689605737742 0.93561688065529125 0.98670950531959789 0.93343915045261638 1.6183776995167165 1.1224468350410486 1.3490405812335691 1.3668201605614765 1.6879828381970607 1.4309437226038424 0.54679187370493831 0.4801649567380285 1.2359561193734405 2.3847571547375992 1.0082298266934229 0.50287537276743322 3.6988058891583937 0.65113123925402749 0.76915636047488334 1.9241013139253511 1.1188647064846033 12.689851714007089 1.4973777401028199
leaf_count=1668 22 37 21 10 9 35 28 48 8 3 7 15 4 29 16 31 27 54 8 9 66 15 3 76 26 12 65 24 489 35
internal_value=-3.41479e-05 -0.00349119 -0.00228198 -0.0133153 -0.00746737 -0.0140273 -0.0344175 -0.0591059 0.00329298 -0.000778835 0.00406859 0.000299542 -0.00204108 0.00487931 0.000627307 0.00571581 -0.0591409 0.0206348 -8.39384e-06 0.00632094 -0.0811091 -0.0048173 -0.00432987 0.00704128 -0.00657295 -0.00879139 -0.00448135 -0.0498962 -0.00919682 -0.0421024
internal_weight=151.354 51.9773 51.1351 17.1647 16.2183 14.7443 7.36454 5.08441 33.9704 31.0649 30.1293 29.1426 28.2091 25.1598 24.0374 22.6883 3.04932 2.28013 21.3215 7.37972 3.89072 6.14376 19.6335 5.13553 19.1534 18.6505 16.8805 1.77 16.1113 3.42148
internal_count=2900 1232 1210 387 377 368 233 142 823 802 794 791 784 742 738 709 42 91 693 135 94 126 662 111 654 651 601 50 589 100
is_linear=0
shrinkage=0.1


Tree=173
num_leaves=31
num_cat=0
split_feature=1 0 3 1 1 3 3 3 1 1 3 4 4 2 3 4 1 0 0 4 0 4 0 4 3 1 4 3 1 1
split_gain=0.0982538 0.716418 0.957146 0.377422 0.434513 0.608911 0.373349 0.452056 0.526747 1.2632 0.788324 0.416733 0.809402 0.613968 0.515053 0.724377 0.745819 0.72532 0.686739 0.634822 0.616798 0.738021 0.614087 0.45288 0.45171 0.450032 0.449893 0.422927 0.950754 0.854655
threshold=71.090898343450007 95.502098167950024 -0.084259999999999988 70.865067860500019 70.343506983200015 0.08494500000000002 -0.25765499999999997 -0.21013499999999999 72.953999827850012 74.986474174450009 0.086105000000000029 38.238138001450004 38.512991772500008 0.11529000000000002 0.078505000000000019 40.823855932350007 76.919475570250015 100.13162306855001 98.031937268650012 40.421032462050007 101.47316367565001 40.922041107600009 105.70748523110002 42.280042771400005 0.088990000000000027 78.820215468450016 42.428475018400007 0.09117500000000002 78.820215468450016 80.288113607700012
decision_type=2 2 2 2 2 2 2 2 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 -3 -8 10 -10 -9 13 -13 -11 18 16 -16 24 -14 -20 -19 -22 -21 25 -17 -23 -25 28 -18 -29
right_child=1 6 -4 -5 5 -7 7 8 9 11 -12 12 14 -15 15 17 27 20 19 22 21 23 -24 26 -26 -27 -28 29 -30 -31
leaf_value=0.0013865598579784991 -0.0035454484577937314 -0.075441971912312653 -0.10612497708488443 0.038301177981649288 0.019251321606120073 -0.10534875390476682 0.0438113968055511 0.077787420773787419 -0.11173017124806595 -0.084958256757757797 -0.0019759913107396609 0.083302279912083693 -0.09232927906350058 0.021964513621236918 -0.069157845261726872 0.066899934114839299 0.10677421092635112 -0.05512678332114495 0.070392729820922373 -0.10340980037015812 0.10805509930931312 0.034181124172039078 0.00090739428039362819 0.091842092243287501 0.011912964698094698 -0.12390963613321081 -0.0015271285348854634 -0.12397380381597545 -0.051428954575058486 0.011656429670504277
leaf_weight=104.9039520296501 2.2061139906290923 0.64487993619695672 1.5477897647506313 2.7230290330480775 0.69380083447322138 0.90225885491963709 2.3430726377991951 1.9576643470209081 1.1054764195723716 1.395900858709868 3.3756283931434155 1.1388640985060217 1.3662849969696278 0.87284443465523498 2.3043800955638316 3.4169291653670353 0.93644513934850715 1.7767652726615777 0.78630548309593029 0.82565076646278646 0.70612342862295907 0.27313986234366883 1.7828188789844714 0.60401814873330284 2.6546358685009181 0.52842673070335877 3.5439456831836651 0.63110192213207517 0.63914283157100726 1.7609793210017413
leaf_count=1373 50 70 141 23 22 56 83 29 50 197 42 22 15 48 34 32 6 31 17 57 6 4 106 8 33 55 166 17 57 50
internal_value=-2.9993e-05 -0.00419608 -0.0458405 0.00153865 0.000598689 -0.0511856 -1.29552e-05 0.0013115 -0.00158467 -0.00688801 0.0273024 -0.00274051 0.000889505 -0.0438223 -0.0029356 0.00417321 -0.0239095 0.0172165 -0.0324635 -0.00836947 -0.00373039 0.0124162 -0.0321118 -0.00122814 0.0428583 -0.070039 0.0120691 0.00237025 0.0425985 -0.0241268
internal_weight=150.348 41.1253 3.7539 109.223 106.5 1.59606 37.3714 36.7265 34.3835 29.0502 5.33329 27.9447 25.676 2.26875 24.5371 19.776 6.27205 13.504 4.76106 3.39478 7.43242 5.65565 2.60847 4.94953 6.07157 0.801567 4.14796 3.96767 1.57559 2.39208
internal_count=2900 1426 191 1474 1451 78 1235 1165 1082 1011 71 961 716 245 694 499 164 335 195 180 270 239 163 233 65 59 174 130 63 67
is_linear=0
shrinkage=0.1


Tree=174
num_leaves=31
num_cat=0
split_feature=3 3 3 3 1 3 3 4 4 4 2 1 1 1 1 0 2 2 1 4 3 4 3 1 0 4 3 3 2 1
split_gain=0.0994133 0.655035 0.477263 0.454928 1.12892 0.705703 1.11073 0.36734 0.649473 0.547745 1.20879 0.622096 0.559206 0.548771 2.61073 1.49615 1.18397 0.966664 0.846921 0.816436 0.690103 0.633757 0.486616 0.390699 0.388593 0.37798 0.378792 0.733217 0.495303 0.66845
threshold=0.090390000000000012 0.090865000000000015 0.091545000000000029 0.088565000000000019 77.898074329750017 0.089785000000000018 0.089185000000000028 39.852039223600009 40.621691032550004 35.131296350900008 -0.11420499999999999 70.026268923800004 72.496961945650014 64.434276012450013 66.318885161900013 91.523180134850023 -0.053019999999999991 0.072320000000000023 78.285212300550015 38.115457128050004 -0.15517999999999998 38.994321257850011 -0.059734999999999996 76.763544998700013 94.964406541850011 40.742467179200005 0.088165000000000021 0.087265000000000023 -0.24103499999999997 64.071334164850015
decision_type=2 2 2 2 2 2 2 2 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 6 -5 9 -9 10 23 -12 -13 19 -15 -16 18 24 -17 -11 -19 -20 -21 -1 -18 -10 27 28 29 -27
right_child=1 2 -4 4 -6 -7 -8 8 25 13 11 12 -14 14 15 16 17 20 21 22 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.11989730987525933 0.045157272101726424 -0.039094817926854292 0.0025105870587348311 -0.095188529492282056 0.05242569799845568 -0.11477851000476076 0.015006066689320361 0.033091512206040147 -0.05486093158782146 0.062008558081045134 0.099056297471920463 0.069735459386866025 -0.10845831524343799 -0.14398008817223601 0.089795546065842544 -0.1234998546042918 -0.0091441522977952008 0.012759695536208111 0.060961922227432297 0.022508784765749586 -0.12716487967400861 -0.12238360292361841 -0.048363274831259975 0.054704404412105501 0.052794105958268167 0.031325553911224345 -0.046793479042965873 0.035729835127841218 0.00031909334167291723 -0.11247184535719423
leaf_weight=0.59305577286431832 3.4762862169645805 2.8957567867873868 57.596089577430575 1.5062650861800642 1.3806021866275839 1.2504006830677097 2.3291845103958622 6.7067243966430388 1.2250189771002613 1.7975842955638679 1.560804028995338 0.37471061199903477 0.33228014885935409 1.7514935359358776 1.2733165925892524 1.7128600232535984 1.8819645056501002 0.59192693745717384 0.55756287590065756 1.6488330424763264 0.87130884442012757 0.28484723955625668 2.349017029395327 0.16348723540068022 2.1935558036057046 0.50787242708610481 1.5832830305080268 5.9771058590558814 41.885630381915696 0.88937761111174041
leaf_count=63 35 48 894 33 46 23 31 97 20 44 16 3 54 19 11 64 18 13 46 18 34 20 22 36 28 53 33 57 920 101
internal_value=-3.44501e-05 0.00294476 0.000518928 -0.00227176 -0.0277691 -0.0495387 -0.0282698 -0.000177115 0.00380176 -0.011906 0.027291 0.0638063 -0.0140142 -0.0189146 -0.0319188 -0.0109657 -0.026817 -0.0008394 -0.0831256 0.00603452 -0.0705608 -0.00103338 -0.0191335 -0.0821663 0.0241927 2.90556e-05 0.00135158 0.00289902 -0.00163471 -0.0602044
internal_weight=149.148 63.9681 60.4918 85.1801 6.46645 5.08585 3.83545 78.7136 58.775 19.9386 3.02434 2.26779 0.706991 16.9143 11.1188 9.36734 8.09403 5.53876 2.55527 5.79543 1.46324 0.84241 3.99785 0.756543 4.07552 52.0683 50.8433 49.26 43.2829 1.39725
internal_count=2900 977 942 1923 133 87 64 1790 1281 509 172 73 57 337 253 234 223 93 130 84 47 66 40 99 46 1184 1164 1131 1074 154
is_linear=0
shrinkage=0.1


Tree=175
num_leaves=31
num_cat=0
split_feature=2 2 4 4 0 4 3 0 3 3 3 0 3 2 0 4 2 3 0 4 2 2 2 1 1 0 3 1 2 2
split_gain=0.108079 0.380673 0.395673 0.929127 0.549091 0.873352 0.944056 0.775627 0.423127 1.29538 1.36097 0.717812 0.615058 1.33506 0.563629 0.558704 0.726556 1.18399 0.544252 0.469226 0.587747 0.374603 0.479817 0.576601 0.355682 0.379233 0.397504 0.536437 0.297347 0.254704
threshold=-0.11808 -0.121865 38.771633980050005 38.115457128050004 90.337570099350003 35.131296350900008 0.10500500000000003 96.588235252600015 0.093925000000000022 0.083185000000000023 0.080515000000000017 94.30842275800002 0.099010000000000029 -0.5331499999999999 97.900202820250016 39.530201452500002 -0.156745 0.079785000000000009 86.692020874450009 42.178283198950005 -0.15009499999999998 -0.23955999999999997 -0.26138499999999998 74.292851976800009 64.84561010645001 85.872041144650012 0.076580000000000023 86.858705278550005 -0.21094499999999999 -0.11131999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 9 10 15 18 13 -10 -13 -4 21 -18 -11 20 -14 22 -17 -24 -23 -26 -27 -28 -9 -2
right_child=29 -3 8 -5 7 -7 -8 28 12 11 -12 14 19 -15 -16 16 17 -19 -20 -21 -22 24 23 -25 25 26 27 -29 -30 -31
leaf_value=-0.13863715610941621 -0.028508106782994494 0.047553521549847988 0.071468767282093559 -0.13493667963567454 -0.12008278423791943 0.05802298602730626 0.10354978679527792 0.033242588760022153 0.011846480123546008 0.02742024550343802 -0.13225507344684884 -0.050376438924732161 -0.0037305150179270026 -0.10707323464692574 0.048263478956624736 0.022276997750489514 -0.13362955128215154 0.091353272355255477 0.08423582166399339 -0.038597247272074822 0.074600463995743244 -0.0073293782975592586 -0.11406349611234823 0.040564944599000202 0.10783362718747719 0.038257345466616619 -0.11301646697661127 0.029744394812157668 -0.10774892689075032 -0.00081443414260712983
leaf_weight=0.54976543956945478 3.430531142250401 1.9427907404642599 1.0746134238142993 0.65343363366991969 0.84375882323365647 1.9070557924278544 0.2275792695581913 0.86372649992063044 2.052456253970377 3.0225724659394455 0.79572429561085378 1.262810306157917 2.4204235424258509 1.7481073470553363 1.0702072487292751 0.89286889861250562 0.92154913417471529 0.31347817555069923 3.8129275511018932 1.481576493642933 1.5853065110277387 4.66126233153045 0.92386620389879037 0.32633919522777433 0.57051432132720936 3.3252876642363844 0.46226558147463925 0.61124377091255155 0.18091164353199951 104.0589065062893
leaf_count=62 44 22 18 28 26 39 3 80 34 31 31 15 41 28 44 50 95 6 27 34 11 68 103 16 3 68 23 41 44 1765
internal_value=-3.9392e-05 0.00436291 0.00218691 -0.023396 -0.00745725 0.0216067 -0.0677333 -0.0487723 0.00619772 0.0131994 -0.0050196 0.042766 -0.0119307 -0.0428518 -0.00512811 0.00216937 -0.00355527 -0.0765238 0.0591127 0.0094856 0.0272697 0.00409895 -0.0337137 -0.0737011 0.0125133 0.031126 0.0211772 -0.0317301 0.00882551 -0.00169828
internal_weight=147.994 40.5044 38.5616 5.22623 4.5728 2.6844 0.777345 1.8884 33.3354 24.0475 14.879 9.16852 9.28787 3.80056 2.33302 14.0833 13.0087 1.23503 6.8355 5.48731 4.00573 11.7736 2.14307 1.25021 9.63057 4.96931 4.3988 1.07351 1.04464 107.489
internal_count=2900 1091 1069 282 254 104 65 150 787 639 522 117 148 62 59 491 473 101 58 86 52 372 169 119 203 135 132 64 124 1809
is_linear=0
shrinkage=0.1


Tree=176
num_leaves=31
num_cat=0
split_feature=0 1 4 3 1 3 1 0 4 2 0 4 0 2 0 2 1 4 0 4 2 0 2 4 4 2 2 2 3 2
split_gain=0.101819 0.73987 0.654896 0.579263 0.474168 0.930605 0.493248 0.366313 0.662754 0.846095 0.623381 0.664092 0.399068 1.9234 0.488842 0.327915 1.51553 1.13213 1.06943 1.09402 4.12306 1.02311 1.54365 1.41088 1.31022 0.719962 0.631717 1.24053 1.22094 1.16937
threshold=85.613949164150014 61.917879202350001 43.968221017800005 -0.15684499999999998 61.917879202350001 0.097615000000000021 61.923256118600001 85.807518149550006 42.102795028150005 -0.084239999999999995 85.968825637350008 40.337496327150006 86.232294534150014 -0.048664999999999993 86.280686780500005 -0.068524999999999989 63.910026677050006 41.322103772800006 87.181320254150009 42.541806567400009 -0.12350999999999999 93.262612545250008 -0.060760000000000002 40.08085804200001 41.872669623500009 -0.046474999999999995 -0.08459499999999999 -0.081169999999999992 0.091250000000000012 -0.072569999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -6 8 -8 -10 11 -9 13 -12 -14 18 17 -17 19 20 -16 23 -23 -18 -25 -24 -20 -28 -29 -30
right_child=4 2 -4 -5 6 -7 7 10 9 -11 12 -13 14 -15 15 16 21 -19 26 -21 -22 22 25 24 -26 -27 27 28 29 -31
leaf_value=0.0021518128957248111 -0.064688030031567104 0.027978211674115513 0.026441397295609827 -0.110712698684429 0.068694873502571585 0.021841872472249387 0.045006266188524477 0.010707397603876024 -0.048032644673428875 0.0467467356110782 0.056528675450073389 -0.083461601241599875 -0.068207846318583329 -0.048316625651943335 0.01638965443131651 0.084842730716267301 -0.0035674243317114275 0.014343527923321865 0.006953709776124581 0.0094696574337917207 -0.14270400440767603 -0.13429876293446771 0.061147874784607495 -0.16190866729106757 -0.021402592360780709 0.0053434265603405535 -0.069100632644482282 0.034403648658749841 -0.091274475908615066 0.0288749662661421
leaf_weight=13.245165535059639 3.0079835609067223 0.37014330037345677 0.72044930607080448 1.6155896282416495 1.1022336184978474 2.1180730517953634 5.0321251321583969 1.2807001220062368 2.338258034549654 1.5771689210087059 5.4271149830892682 1.8034129845909772 1.0535255586728443 2.5822637570090574 3.4700981443747878 3.7615058366209393 4.878359318245205 5.7751615066081285 44.135629386963487 3.7477031229063869 3.0702439695596535 0.73901660781121137 2.6745781178033274 1.3756515402928928 1.2823086143034741 17.049992431480629 3.4923050022225643 4.8193207045769793 2.0548003823478216 1.3371857567690311
leaf_count=366 32 20 13 124 6 17 34 11 35 19 40 42 11 31 25 39 48 47 1063 25 29 25 33 28 53 505 73 55 40 11
internal_value=-3.97196e-05 -0.00758303 -0.0552293 -0.0848605 0.000878892 -0.0289341 0.00209312 0.00150469 0.0209993 -0.00985466 -1.45645e-06 -0.0443572 0.00121208 0.022726 -0.000433426 0.000255359 0.00772036 0.0421502 -0.00398209 -0.0336092 -0.058294 -0.00400632 0.00759403 -0.0355051 -0.0941228 0.0129103 0.00147653 -0.0191785 0.00205358 -0.0439093
internal_weight=146.938 15.9513 2.70618 1.98573 130.987 5.12606 125.861 124.758 8.94755 3.91543 115.811 3.08411 112.727 8.00938 104.717 103.664 37.5366 9.53667 66.1273 10.288 6.54034 27.9999 20.4636 7.53632 2.65796 19.7246 55.8392 11.7036 8.21131 3.39199
internal_count=2900 523 157 144 2377 49 2328 2322 88 54 2234 53 2181 71 2110 2099 778 86 1321 79 54 692 563 129 81 538 1242 179 106 51
is_linear=0
shrinkage=0.1


Tree=177
num_leaves=31
num_cat=0
split_feature=3 4 2 3 3 0 1 1 2 2 1 1 2 4 3 0 1 1 3 3 4 1 0 0 1 4 3 0 0 1
split_gain=0.102452 0.185628 0.393061 0.154593 0.595355 0.486865 0.373448 1.15552 0.38951 1.20931 0.685693 0.605081 0.358723 0.349038 0.314907 0.247205 0.220509 0.732313 0.365755 0.30045 0.191491 0.191317 1.59302 1.52423 1.49486 1.36718 0.881375 0.882294 0.991899 1.19118
threshold=-0.54481999999999997 48.919835655300012 -0.16297999999999999 -0.23472499999999999 -0.22588499999999997 71.249517373150013 61.944763783650011 61.987779113750001 -0.079824999999999993 -0.18126999999999999 62.020040611300011 73.365333921800001 -0.22089 36.072790850000011 -0.2485 95.238629271150003 60.474177186300004 57.960468834350003 1.0000000180025095e-35 -0.11050499999999999 42.852084787850011 66.697957758300021 90.337570099350003 90.837623311600012 65.630639880500027 38.238138001450004 0.25847000000000003 92.031298721500022 90.259604813550013 67.649671936450019
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 12 -8 9 11 -10 20 -7 -12 -15 -11 17 18 19 -6 -9 22 24 -24 25 -18 27 28 29 -23
right_child=3 -3 -4 4 16 6 7 8 10 15 13 -13 -14 14 -16 -17 21 -19 -20 -21 -22 26 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.11171309904252234 -0.12274315335137174 0.064677048576262039 0.049219128025918248 0.071742008373725741 -0.0012768722880733723 -0.01266452925640419 -0.17542732816853951 0.013317240422922275 0.10761372496941546 -0.12993474718084241 0.066227089213863652 0.073573108309687524 0.06514250335507904 -0.058921429090639132 0.021391330301646069 -0.050040246736724241 0.04600159192012461 -0.093589131333047859 0.025338716258671685 -0.10904565054879463 -0.06075716584664026 0.09886995602218028 0.091309668329176169 -0.0075643886018456332 -0.074201886833412292 -0.0024963406162909724 -0.1134950009072135 0.00099669974254032695 -0.096034653967229044 -0.087263451847033824
leaf_weight=0.24090394828817807 0.38263515594735409 0.66901131719350815 0.41016126543399767 1.1664658783993207 0.61839171114115743 1.1660545600170737 0.44236627966165532 0.63245827035279834 0.66371276974678162 0.94276322959922276 0.52262196561787311 1.0187820589853798 1.2047614345792661 1.173511975619477 0.83603132126154323 0.65728669957752572 6.4956871535614473 1.0790021632128626 2.1510104471235536 0.44474595705105391 0.77864201576448977 0.75187855167314344 3.8690845649689427 2.6115111766848713 2.6425030222162595 55.284370060433503 0.72013129220886085 53.225281612767276 2.026752521895105 0.63351067322946619
leaf_count=31 44 5 24 24 41 26 5 19 4 16 20 33 15 36 23 38 82 52 43 48 33 6 35 38 24 592 39 1412 56 36
internal_value=-4.77432e-05 0.0276843 -0.0103282 -0.000301718 0.00061254 -0.0120326 -0.00781287 -0.0185373 -0.0089324 -0.0296082 0.0171393 0.0148441 0.0268741 -0.00657518 -0.0255089 -0.0971148 -1.33951e-05 -0.0223068 0.00162302 -0.0463601 -0.0275569 0.00073281 0.00420651 0.051466 -0.000547563 0.00260284 -0.00356124 -0.00216346 -0.0514582 0.0137549
internal_weight=145.462 1.32008 0.651065 144.142 133.72 10.4216 10.039 7.66818 7.22581 4.02993 3.19588 2.42988 2.37082 2.53217 2.00954 1.60005 132.554 4.29315 3.21415 1.06314 1.4111 128.261 70.9032 6.4806 64.4226 61.7801 57.3576 56.6374 3.41214 1.38539
internal_count=2900 60 55 2840 2528 312 268 227 222 139 83 85 41 79 59 54 2504 184 132 89 52 2320 771 73 698 674 1549 1510 98 42
is_linear=0
shrinkage=0.1


Tree=178
num_leaves=31
num_cat=0
split_feature=0 3 2 2 1 1 0 0 3 3 3 1 1 3 4 3 3 2 2 0 3 2 2 3 2 1 1 0 0 3
split_gain=0.0993457 0.130949 0.201429 0.213761 0.129 0.109917 0.100669 0.398137 0.243384 0.278606 0.766806 0.611705 0.654454 0.651532 0.375784 0.354885 0.540826 0.565593 0.430819 0.317467 0.470856 0.28819 0.25265 0.272648 0.208363 0.887802 1.35022 0.876979 0.795254 0.862036
threshold=113.28087178455002 -0.15684499999999998 -0.16187499999999996 -0.046474999999999995 93.464246905050018 93.985807782350022 85.716110573100011 85.775256651950016 0.11467000000000002 0.10045500000000003 0.095645000000000022 61.993156030000002 61.960894532450006 -0.17732499999999998 39.56957118270001 0.085880000000000026 0.070195000000000021 -0.121865 -0.01762 71.249517373150013 -0.23472499999999999 -0.54972999999999994 -0.23361999999999997 -0.23958499999999999 -0.096499999999999989 62.00390986255001 62.057679025150001 86.232294534150014 85.968825637350008 0.083795000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 -3 -6 8 -8 9 10 11 12 15 -13 -11 16 17 19 -17 20 -1 -15 23 -21 25 -9 -27 -28 29 -26
right_child=1 4 3 -5 5 -7 7 24 -10 14 -12 13 -14 21 -16 18 -18 -19 -20 22 -22 -23 -24 -25 28 26 27 -29 -30 -31
leaf_value=-0.11969198055582903 0.089199328393664679 -0.10653409429523866 -0.10658900270638388 0.023894919158415386 0.097569713071017333 -0.10025081075082182 0.033580191201878121 -0.056082229718787728 -0.052647016110599271 -0.01968146636032549 -0.085526924753124886 0.019065994098609637 0.064796140966674298 0.023512479557008227 0.049695881655346594 -0.069805936206224176 0.043797384211870738 -0.093369335085703359 0.016547704842561684 -0.0494097989310757 0.010372287211002564 -0.10942563904053995 0.044666880770739603 0.033505207567097656 0.023678883712559481 0.10496590877358281 0.065185032381510341 0.0019500619510883898 -0.00030849497953915647 -0.072094728675144729
leaf_weight=0.47536571953969542 0.17704194893303793 0.31280181166130094 0.22782441716117319 0.27967037633061409 0.068817356677755015 0.047458328387847359 3.6956393029540768 2.1901053334586313 1.0776244923908951 1.2788428235799068 1.2187950795050699 0.84457051608478684 1.6431287750601757 0.18793141003698122 2.0044467214029282 1.4975499194115403 2.6629373852629215 0.72825674317210154 0.94062669819686551 0.85411252894846246 0.67154114278673638 1.2327856606862029 1.6795406798337353 0.74034376264899049 1.3373034251853813 1.4230288229882706 2.3344717510044566 36.23700125924006 73.084312816590682 3.161679363111034
leaf_count=40 20 64 30 23 6 161 25 27 30 14 24 23 16 4 27 33 36 82 29 28 36 101 38 19 13 7 19 769 1104 52
internal_value=-3.88256e-05 -0.0297914 -0.00264245 -0.0346819 -0.0731041 0.0168286 0.000192546 0.00125268 -0.00643857 -0.00377012 -0.00941614 -0.00286445 0.00620682 -0.0504912 0.0226734 -0.0031851 0.0072099 -0.0117117 -0.0364915 0.00173983 -0.0435363 -0.0918407 0.0176004 -0.0109104 0.000255159 0.00591165 0.00930644 0.00577725 -0.00282046 -0.0436264
internal_weight=144.316 1.11361 0.684537 0.507495 0.429077 0.116276 143.202 123.464 19.7384 18.6608 15.3775 14.1587 11.8934 2.26529 3.28329 10.2503 7.8121 5.14916 2.43818 4.4209 1.14691 1.42072 3.274 1.59446 119.768 42.1846 39.9945 38.5715 77.5833 4.49898
internal_count=2900 304 73 53 231 167 2596 2016 580 550 509 485 357 128 41 341 279 243 62 161 76 105 85 47 1991 822 795 788 1169 65
is_linear=0
shrinkage=0.1


Tree=179
num_leaves=31
num_cat=0
split_feature=3 3 3 4 1 1 2 0 0 0 3 4 1 2 0 2 3 0 0 2 3 0 2 1 2 3 1 0 2 2
split_gain=0.112286 0.520595 0.426224 0.392612 0.896567 0.693695 1.30952 0.817234 1.99059 2.3559 0.637554 0.530418 1.20879 0.99555 1.07701 0.628806 1.251 2.0969 1.12094 0.590383 0.573547 0.525784 0.665337 0.680884 0.865131 0.867365 0.487617 0.981412 0.462204 0.419149
threshold=0.090390000000000012 0.090865000000000015 0.091545000000000029 39.344049039350004 61.82916008405001 62.55235532115001 -0.59511499999999995 90.337570099350003 90.837623311600012 93.776108048200015 0.10419000000000002 36.372781240150012 65.630639880500027 -0.094344999999999998 98.031937268650012 -0.071129999999999985 0.093675000000000022 89.528344202050008 99.744485097750015 -0.11808 0.10273500000000002 94.230457472250009 0.13860000000000003 80.677940036650014 -0.053019999999999991 0.10332500000000001 75.18810853425002 96.693085119700015 -0.046474999999999995 -0.069554999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 11 -5 10 -7 -8 -9 -10 -6 12 -4 19 -15 16 -13 -18 -19 -14 -17 -11 23 24 25 26 27 -23 -25 -12
right_child=1 2 3 4 5 6 7 8 9 21 29 15 13 14 -16 20 17 18 -20 -21 -22 22 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.0024863318710909802 0.041160797085575608 -0.036777931960884885 0.055665228123895585 -0.072658864729087003 0.027329323782016336 0.044191145118665259 -0.08978881574648806 0.10585617436495312 -0.15187499649371128 0.067902381899247535 -0.037910584325772496 0.063821787175161376 -0.036243389963691669 -0.14059315723956906 0.012056871521841032 0.082513619495262647 0.053701976313634804 -0.13407835609286567 0.023285842351177102 0.088783754095804579 0.020853791111809853 -0.10974741283168987 0.051826221532785433 -0.032649893957266737 -0.12735848470082931 0.027742416223344196 -0.11496982717572471 0.047471532864903854 0.090900629462753776 0.0086092276897441321
leaf_weight=81.214268941727823 3.4074002612242102 2.8483210229023816 1.8177646879339615 1.7547964126715658 12.142870959360154 3.0248332928895243 1.8827257449156629 1.1528645195066918 1.4268916023429472 0.7334057721309345 3.0767080786754377 2.2752007898525344 0.89689137582718104 1.3815389638766649 0.69455824155875223 2.8240863093660638 1.7473847496439701 1.6784494455787355 0.61981567813427307 0.6524112404076734 3.2385076791979373 0.76405964745208022 1.089207983079177 0.55262827364549594 1.087246052455163 1.7171751775313167 1.0860362313687799 0.82658461201936007 0.66976607093965845 5.2278446407290158
leaf_count=1923 35 48 25 36 99 38 37 9 20 7 45 17 30 26 41 39 14 43 31 17 41 31 24 37 37 25 29 11 21 64
internal_value=-3.64827e-05 0.00315724 0.000958364 0.00287629 -0.0028403 0.00051994 -0.0150665 -0.0288667 -0.0185389 -0.0329476 0.0127265 0.0151312 -0.0108866 -0.0442554 -0.0895241 0.0265674 0.00449854 -0.0288638 -0.091639 0.0164055 0.0495763 -0.0130445 -0.0206628 -0.032441 -0.0474918 -0.027729 -0.0633156 -0.028048 0.0350451 -0.00862564
internal_weight=143.512 62.298 58.8906 56.0423 38.2156 36.4608 16.0134 12.9886 11.1059 9.953 20.4474 17.8266 5.44316 3.6254 2.0761 12.3834 6.32085 4.04565 2.29827 1.5493 6.06259 8.52611 7.7927 6.7035 5.4811 4.39386 2.67668 1.59064 1.22239 8.30455
internal_count=2900 977 942 894 570 534 326 288 251 242 208 324 139 114 67 185 105 88 74 47 80 222 215 191 133 96 71 42 58 109
is_linear=0
shrinkage=0.1


Tree=180
num_leaves=31
num_cat=0
split_feature=3 3 3 2 4 4 4 1 3 3 2 1 2 2 1 0 2 1 2 0 4 4 0 3 1 3 0 0 4 4
split_gain=0.102929 0.839992 0.594337 0.938537 0.42244 1.59899 1.10568 0.77521 0.999733 1.11589 1.6149 0.985997 1.3984 0.97245 0.804406 0.630369 0.582215 1.72049 1.1099 0.712004 0.527832 0.680821 0.591536 0.475736 0.469483 0.936891 0.765221 0.364969 0.295025 0.633326
threshold=0.093295000000000031 0.093480000000000021 0.092425000000000021 -0.092864999999999989 41.24714903835001 41.134354310300004 41.395309858300003 72.953999827850012 0.10236000000000002 0.10661000000000002 -0.072569999999999982 80.677940036650014 0.11529000000000002 -0.11911999999999999 62.084563606450011 89.738043936200015 -0.083794999999999994 62.106071271500007 -0.094344999999999998 86.036037090600004 42.049402686800001 43.57842012870001 97.483491810050012 0.095845000000000027 62.245871094250013 0.12424000000000003 90.337570099350003 85.939252597950016 40.166811829450005 40.036761086100007
decision_type=2 2 2 2 2 2 2 2 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 5 7 -6 8 15 -10 13 12 -9 -11 -12 27 18 19 20 -18 -8 22 -22 -17 -19 26 -26 -3 29 -1
right_child=1 4 3 -5 6 -7 16 11 9 10 14 -13 -14 -15 -16 23 17 24 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0064539008213158394 0.077832116395094686 0.027637436787909871 0.0095752159593577545 -0.12216778321275923 -0.087352611638187999 0.10229501882544881 0.032621677815081802 -0.10973146937134247 -0.057969849616993856 0.011323736480512825 0.096515407602762809 0.026078807123821858 0.038042495359413002 -0.087218017263397285 0.013950905003824675 0.044344868073641755 -0.03538678230350633 0.06253750786716275 0.065674814153759212 -0.12816054337638191 -0.11898581871911862 0.023126806940827936 -0.0064648539808562127 -0.018890828291932171 -0.11120448212566653 0.069713279518997737 0.0069714587789164242 0.082500780456208289 0.0029438435660383189 -0.087034815696428736
leaf_weight=26.440388042170984 1.4826962772203831 2.0811838466324932 1.1253433022566244 1.0409443506214291 1.7035612482577587 1.7223641853270226 1.6853562387259442 2.2153369915031358 3.2912587018217883 2.0570555948070282 2.0610998244956091 1.7919740953245762 0.90074922799249169 1.9514991278192604 2.7603971224743873 2.1231595098506659 1.8777817353839021 1.5305175757966933 2.9266768587986052 1.4786473428830502 1.1506751275155696 1.1771738340030422 0.78659766969940381 2.7060312458779663 0.92683767323615107 1.1424872433999551 1.3403058668045558 2.905042227357626 64.75680726522387 1.012712828509392
leaf_count=636 11 26 18 27 17 14 28 84 35 24 19 111 18 36 25 17 39 12 27 25 31 23 20 35 17 22 44 20 1418 21
internal_value=-4.08758e-05 0.00374106 -0.00195542 -0.0537299 0.00136808 0.00889298 -0.0107586 0.0029003 0.0109383 -0.00827206 0.010252 -0.0330259 -0.0670153 -0.0366497 0.0492457 0.0346617 -0.00261518 -0.0210106 0.0171376 -0.0762575 -0.012458 -0.0368525 -0.0732985 0.00891082 0.0165251 -0.00412892 -0.0413404 0.0596016 -0.000739085 -0.00942644
internal_weight=142.153 47.7765 94.3762 2.16629 46.2938 28.5672 17.7266 26.8448 21.9367 12.1213 8.83005 4.90806 3.11609 4.00855 4.8215 9.81542 16.0231 8.29658 7.72648 3.35643 4.7998 3.11445 1.93727 4.82919 4.94015 3.40963 2.26714 4.98623 92.2099 27.4531
internal_count=2900 780 2120 45 769 464 305 450 237 139 104 213 102 60 44 98 288 159 129 64 102 74 51 52 95 83 61 46 2075 657
is_linear=0
shrinkage=0.1


Tree=181
num_leaves=31
num_cat=0
split_feature=3 3 3 4 1 0 0 0 1 1 1 4 2 3 3 3 3 3 0 3 3 2 2 3 3 0 4 0 0 4
split_gain=0.0971911 0.205279 0.133687 0.487135 0.369217 0.121884 0.741945 0.519272 0.858819 0.409246 0.911732 0.815026 0.626679 0.323344 0.775289 0.361524 0.650912 1.55594 0.615528 0.757707 1.00523 1.043 0.583844 0.529709 0.497508 0.437677 0.346594 0.700623 0.329212 0.312717
threshold=-0.54481999999999997 -0.57253499999999991 -0.27223499999999995 35.616518500750011 58.549241164900003 87.568458224950021 87.735142629050017 86.866770652900016 62.106071271500007 64.434276012450013 65.111767461350013 41.986601436450009 -0.083794999999999994 0.12064000000000002 0.25847000000000003 0.082055000000000017 0.083795000000000022 0.085765000000000022 86.530713386650021 0.087725000000000011 0.091545000000000029 -0.085249999999999992 -0.086339999999999986 0.078295000000000017 -0.25445999999999996 85.872041144650012 39.56957118270001 85.199926612050021 85.839779647100016 40.922041107600009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 7 -7 13 -9 11 -11 -8 -13 15 -15 23 -17 -18 19 22 21 28 -19 24 -4 -25 27 -26 -21 -28
right_child=2 -3 5 4 -6 6 9 8 -10 10 -12 12 -14 14 -16 16 17 18 -20 20 -22 -23 -24 25 26 -27 29 -29 -30 -31
leaf_value=-0.031058790718723878 0.041063576516079489 0.055714878444611787 -0.072474959802625583 0.0010007621389035669 -0.11212800349279597 0.082871507572461117 0.065691150730445916 -0.06597581954087732 0.0090047680089430301 -0.089326902059338506 0.00031073843798581468 0.03383991179004818 -0.02894520312693348 -0.093761835707086655 0.0061694286896668907 0.04650662036155459 -0.087661241032433987 -0.0027687970161909261 0.047345575421656488 0.023916017664800251 0.0047994440225966363 -0.12426002822068732 0.066468308657200992 -0.011625084465742525 -0.032039020995132277 -0.086261021036769206 -0.046124653906843484 0.093863830148040187 -0.05088677482900688 0.005350237354506307
leaf_weight=0.40228375976585085 0.67359970014513137 0.84587913390714564 0.89721475263649964 0.49179201363585867 0.69788432831774116 1.13490661344258 2.8504228899255377 3.2686154898256055 2.8678747939411551 1.1537033542990673 68.938004087448462 3.0723842792212963 3.2943989709019661 1.2197582334047177 2.1356826771516353 3.8118497226387253 1.7940628963988299 2.0950667792931199 3.5449601039290419 1.1825823255931034 15.83761476089421 1.3235357378307551 2.9090093940030846 1.628402455360628 0.72875140477117284 1.5182577669620512 1.4267964514438043 1.1232399484142659 1.1708974590292198 6.8289857458657934
leaf_count=36 29 24 26 31 48 10 36 30 27 14 1773 21 29 35 28 30 30 18 25 28 205 41 31 32 44 11 22 8 12 166
internal_value=-3.3149e-05 0.0277477 -0.000281501 -0.026888 -0.0653625 7.83739e-05 0.00258909 -0.00344562 -0.0309338 0.00144025 -0.00116469 0.0212494 0.00135267 -0.00014957 -0.0301572 0.00195596 0.00759289 0.00262489 0.00839673 0.00276543 -0.00613649 -0.0532397 0.0374807 -0.0114554 -0.00111007 -0.0476368 0.00522462 0.0443215 -0.0132997 -0.00354585
internal_weight=140.868 1.24816 139.62 1.86328 1.18968 137.757 80.4438 57.3132 6.13649 79.3089 70.0917 9.21721 6.36678 51.1767 3.35544 47.8212 33.6696 29.8577 28.0637 24.5187 19.5146 3.67702 5.00408 14.1516 11.005 3.14666 10.1078 1.85199 2.35348 8.25578
internal_count=2900 60 2840 108 79 2732 1883 849 57 1873 1787 86 50 792 63 729 420 390 360 335 286 81 49 309 266 43 240 52 40 188
is_linear=0
shrinkage=0.1


Tree=182
num_leaves=31
num_cat=0
split_feature=4 0 4 0 0 0 0 1 1 1 1 3 3 0 0 2 0 2 0 4 4 3 1 4 4 4 4 2 2 2
split_gain=0.104246 0.360772 0.341295 0.266968 0.850321 0.550018 0.540812 0.798243 0.465026 1.84309 1.12935 0.38832 0.669602 1.1287 0.710856 0.928629 1.74028 1.46585 0.855244 1.10616 0.607716 0.529646 1.60684 0.473146 0.64864 0.635621 0.461801 0.398394 0.514875 0.426634
threshold=42.178283198950005 103.44649194340002 42.233786329550007 86.420486603250012 86.280686780500005 86.20003303655001 85.839779647100016 62.084563606450011 62.079186690200011 62.106071271500007 62.132955852800002 0.11906000000000001 0.095645000000000022 90.337570099350003 86.458125017100016 -0.08459499999999999 90.437043050150024 -0.086339999999999986 94.30842275800002 43.411469133450005 43.673409002000007 0.089580000000000021 72.026481772850005 42.564639561200003 42.929886289700008 43.57842012870001 42.487106141350004 -0.076709999999999987 -0.040019999999999993 0.049235000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 -4 -8 -5 -10 -11 12 14 -14 -12 17 -17 18 23 26 -21 22 -22 -16 -25 -26 -20 -18 -29 -30
right_child=2 -3 3 8 -6 -7 7 -9 9 10 11 -13 13 -15 15 16 27 -19 19 20 21 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=0.0027489334819643012 -0.071241425060385319 -0.047104168879959274 -0.0048462936038262691 0.042494465381723565 -0.10758032288835313 0.053756754002513521 -0.12549972713373655 -0.0046874119128996377 -0.14664206076445732 0.11350040594219002 0.11277749804516575 0.056260671851597215 -0.13542189299788795 0.0023396980760453305 0.089712256847670382 -0.13466731142644101 -0.05331994038931797 0.11265880075127982 -0.0094083016447360918 0.09600808461180578 -0.13565450326502335 0.067784740837225813 0.0087937944402760853 -0.042745420481240332 0.099320558951937865 0.0057678765213604695 -0.10831683078101878 0.073867090635077307 -0.057062690212059945 0.015554440892059261
leaf_weight=90.418696427670511 0.73878453506040287 1.4752916787026595 11.338618104962729 2.669627403374764 0.90315196849405843 1.3284920658916242 0.99228771321941112 1.218480114592239 0.84497780352831142 0.89940947294235485 0.56831872742624057 1.1582273377571244 0.9854367184452707 1.5000467897662018 1.2280386271886659 1.305022217173234 1.4158400790329322 1.3536397191928689 0.69012468039363595 0.6590966663789003 0.93704275740310539 0.85822959001234256 4.3226413506417884 1.2070819493383167 1.2291854470968249 1.7749676764069588 1.493851103046836 0.9278637333773071 1.2421489636180929 2.3204279421552201
leaf_count=1281 22 387 320 21 10 9 27 21 8 3 3 23 14 48 8 33 36 7 17 9 45 11 206 10 10 74 53 18 58 108
internal_value=-2.58304e-05 0.00194858 -0.00379703 -0.00274521 -0.0133667 -0.00764748 -0.013668 -0.0589132 0.0025606 -0.00112552 0.00325386 -0.00039466 -0.00291665 -0.0522796 0.00229679 -0.000437268 -0.0301589 0.0131677 0.00381547 -0.0151714 0.00477376 -0.00505512 -0.0169405 0.0350955 0.0191687 0.0440461 -0.0770623 -0.00706728 0.00751623 -0.00976467
internal_weight=140.005 91.894 48.1111 47.3723 15.781 14.8779 13.5494 2.21077 31.5912 28.9216 28.0766 27.1772 26.019 2.48548 23.5335 22.9652 7.2113 15.7539 14.4003 8.96099 6.77701 6.11791 5.25968 5.43927 4.21124 3.00415 2.18398 5.90628 4.49044 3.56258
internal_count=2900 1668 1232 1210 387 377 368 48 823 802 794 791 768 62 706 703 253 450 443 341 271 262 251 102 94 84 70 220 184 166
is_linear=0
shrinkage=0.1


Tree=183
num_leaves=31
num_cat=0
split_feature=4 4 4 2 3 4 4 4 3 2 3 1 3 0 1 4 1 3 2 2 4 4 4 2 2 0 0 1 3 1
split_gain=0.0928722 0.540502 0.312748 0.303403 0.284479 0.274153 0.274964 0.582131 0.444455 0.391971 0.271175 0.251599 0.216344 0.208165 0.616013 0.489173 0.552689 0.310927 0.293432 0.247225 0.206595 1.06217 0.315899 0.729477 0.243223 0.194329 0.942385 0.536614 0.594004 0.394991
threshold=49.275256100300005 49.49736495185001 48.852845034800005 -0.15818499999999999 0.079095000000000013 48.461603274950008 47.833738492450003 45.90502654165001 0.074640000000000026 -0.16297999999999999 -0.24701499999999998 89.619751778500017 -1.0000000180025095e-35 103.44649194340002 82.204984254750016 44.710446918150005 82.844837289750004 -0.22253999999999999 -0.0086649999999999991 0.20981000000000005 44.527357125550004 44.758188263300006 44.086690780350004 -0.095714999999999995 -0.098345000000000002 87.181320254150009 86.866770652900016 63.910026677050006 0.08079500000000002 64.434276012450013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -3 6 7 13 9 10 -9 -5 -4 20 18 16 -16 -18 -15 -19 22 -22 25 -24 -23 26 27 -1 -29 -27
right_child=1 3 12 11 -6 -7 -8 8 -10 -11 -12 -13 -14 14 15 -17 17 19 -20 -21 21 24 23 -25 -26 29 -28 28 -30 -31
leaf_value=0.001278293175126316 -0.11579420070872126 -0.0080575730629339291 0.0039762665428795408 -0.1055972555340291 0.07088345744276528 -0.04794578667262956 0.040164115192972853 0.015748235213890006 -0.11420229430888869 0.052381046358248931 -0.11455070589856242 0.0097285975183241183 0.056781740221608049 -0.11429437373772562 0.075900044747577611 0.087704070795969813 0.027932700305779393 -0.10414861228566248 -0.015776439916997443 0.011004907340776273 -0.143851133042628 -0.027587257777123633 0.09475604542973641 -0.023984023743819562 0.045046456709223637 0.020119180197835901 -0.065098190346903867 0.011411714245854434 -0.11562737042909882 0.00079487474633444942
leaf_weight=43.728192448554182 0.47098930854917798 1.2387023432820572 1.4773320809472354 0.41695985602564145 0.72292910103715269 1.2000438010145433 1.6883730378031021 0.25709345479845058 0.76467783563566616 0.48682975547853757 0.42172976344591007 0.34627341946907109 1.6340208507608611 0.82862546417891281 0.47264483191247597 0.57152453195885744 0.38486160374668577 0.79827047121170769 0.4759946757985738 0.24325234834213916 0.59553150275314637 0.89703545594238687 1.1272509805712618 0.95632595324423064 0.94851882543298383 12.894126825965939 2.395337003748863 0.65771407487772993 0.83573311353029567 58.87068615084354
leaf_count=687 22 39 24 97 18 22 33 15 55 14 37 43 21 40 17 10 57 308 26 42 29 42 22 24 26 116 24 35 39 916
internal_value=-2.7234e-05 -0.0168769 0.000369849 0.000220825 0.0210349 -0.000366044 6.88197e-05 -0.000453476 -0.0549584 -0.016094 -0.0652021 -0.0532747 0.0317087 0.000370547 -0.0227617 0.00659254 -0.0178185 -0.0488729 -0.0783498 -0.077254 0.00107534 -0.0277283 0.00165421 0.0402564 0.00974269 0.00098048 -0.00397259 -0.000734837 -0.0596794 0.00426691
internal_weight=138.808 3.19585 135.612 2.72486 1.96163 132.5 131.3 129.612 1.93033 1.16565 0.678823 0.763233 3.11135 127.682 3.77517 2.47055 1.89903 1.42638 1.30462 1.04152 123.906 2.44109 121.465 2.08358 1.84555 119.382 47.617 45.2216 1.49345 71.7648
internal_count=2900 219 2681 197 57 2636 2614 2581 121 66 52 140 45 2460 500 434 424 407 66 350 1960 97 1863 46 68 1817 785 761 74 1032
is_linear=0
shrinkage=0.1


Tree=184
num_leaves=31
num_cat=0
split_feature=0 1 2 2 3 4 4 2 4 4 0 0 1 1 3 3 3 0 3 0 3 4 2 3 2 2 1 4 0 1
split_gain=0.0986713 0.198967 0.109934 0.256714 0.196822 0.0993839 0.0907832 0.0904886 0.323573 0.899373 0.645881 0.92505 0.867274 0.735397 0.507075 0.330697 1.03639 0.718289 0.631461 0.500037 0.408598 0.399951 0.388539 1.26208 0.291273 0.451019 0.459139 0.288018 0.822237 0.638318
threshold=113.28087178455002 54.884872733100003 -0.012769999999999998 -0.046474999999999995 -0.397505 40.79983011445001 40.742467179200005 -0.11808 38.771633980050005 38.115457128050004 90.337570099350003 89.219171517050015 64.321360770950022 71.090898343450007 -0.112455 0.093925000000000022 0.083185000000000023 94.30842275800002 0.080515000000000017 86.692020874450009 0.097615000000000021 39.530201452500002 -0.156745 0.078295000000000017 -0.23955999999999997 -0.26138499999999998 74.292851976800009 41.621607100200002 97.32487278035002 63.910026677050006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 -6 8 9 10 11 12 14 -12 -3 16 18 19 21 -18 -17 -10 24 -24 25 -23 -27 29 -29 -22
right_child=2 7 -4 -5 5 -7 -8 -9 15 -11 13 -13 -14 -15 -16 20 17 -19 -20 -21 27 22 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.10244911876958365 0.10083808461757744 -0.10533181134979681 -0.10384439633728293 0.092258503014941179 -0.10061405873388206 -0.082334976068863114 0.10062147061953892 -0.0012218270469259696 0.065856409601570687 -0.13322771905184766 -0.11891348032829592 0.092106901106456751 -0.16017928820508159 0.0080167373994590452 0.04624632630941173 -0.042343851834134992 0.026614558940951657 -0.0073337006675430255 -0.085151644125052176 0.081986351466217813 0.061044185130340649 0.023692776533874804 -0.13013323426946186 0.073289497699732822 0.012461805222434993 -0.11303963205603473 0.034590453732147954 -0.087355502398573995 0.041988286503158341 -0.015223825911089978
leaf_weight=0.18858770791484758 0.082282660936471075 0.27828043883346243 0.17225145997917823 0.17354374089336488 0.035022745661990484 0.49587172694373294 0.062289037916343659 100.03471334265669 0.94226347864605919 0.60246341049423779 0.8404083573259411 1.2204937385395167 0.35841439515934315 0.99906998749065679 1.0665806370307103 2.4792405634070729 2.8770962767302972 2.2535274435431347 0.86459881396876959 3.7652079415274784 2.0220902720466256 0.85471538910496736 0.80903222571941913 0.48953866420197301 8.5529610540252179 0.7887516978516913 0.28743706812383607 1.0411902212072162 0.93089769626385521 2.3996107237180695
leaf_count=91 2 45 100 7 92 101 2 1576 15 26 18 11 9 91 42 43 30 46 26 30 14 44 71 23 171 84 11 21 19 39
internal_value=-3.57693e-05 0.00019517 -0.0310038 -0.0162255 -0.0440977 -0.0642023 0.0281963 0.000336714 0.00458213 -0.0181099 -0.0035496 0.0256583 -0.0219559 -0.0499743 0.0148816 0.00846498 0.014916 0.0414511 -0.0024544 0.0580022 -0.00788253 0.00316459 -0.00184899 -0.0534464 0.00454205 -0.0305386 -0.0736094 0.00548012 -0.0263005 0.0196543
internal_weight=137.968 136.947 1.02126 0.84901 0.675466 0.593184 0.0973118 136.759 36.7239 5.36571 4.76325 2.92377 1.70328 1.83948 1.34486 31.3582 22.4851 8.89583 13.5893 6.6423 8.87303 12.7247 11.7824 1.29857 10.4839 1.9309 1.07619 6.39379 1.97209 4.4217
internal_count=2900 2596 304 204 197 195 94 2505 929 242 216 107 96 109 87 687 551 106 445 60 136 419 404 94 310 139 95 93 40 53
is_linear=0
shrinkage=0.1


Tree=185
num_leaves=31
num_cat=0
split_feature=4 4 0 1 3 3 3 3 4 0 0 4 0 0 2 0 2 2 1 2 1 4 0 4 0 1 1 3 3 1
split_gain=0.0893933 0.278922 0.263913 0.278654 0.633535 1.05521 0.979427 0.547154 0.476837 0.49792 0.431007 1.24458 0.554017 0.532796 0.45624 1.18362 3.3575 1.17768 1.06652 0.831928 0.599924 0.916057 0.721179 0.776068 0.513523 0.555728 0.931004 0.457188 0.888853 1.53374
threshold=42.178283198950005 42.233786329550007 103.44649194340002 61.917879202350001 0.097615000000000021 0.087405000000000024 0.093295000000000031 0.10236000000000002 40.742467179200005 85.872041144650012 85.807518149550006 40.421032462050007 85.968825637350008 86.135510041400025 -0.067574999999999996 87.181320254150009 -0.12350999999999999 -0.053019999999999991 67.203387886850024 -0.044409999999999998 63.910026677050006 41.028010303750008 92.313586825200005 38.238138001450004 87.393708446500014 62.837331883000012 64.434276012450013 0.094625000000000029 0.090390000000000012 65.966697146800016
decision_type=2 2 2 2 2 2 2 2 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 8 -7 -6 9 -1 11 -5 -12 -14 15 16 -15 18 -16 -19 21 -21 23 -22 -17 -26 -27 28 29 -28
right_child=1 -3 -4 10 7 6 -8 -9 -10 -11 12 -13 13 14 17 24 -18 19 -20 20 22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.0046250317563304921 -0.065759169072481208 -0.0026503937531182978 -0.041465143028984353 -0.076301791050398415 0.056666895266481554 -0.15861212040464034 -0.03069939685337221 -0.012632784752656424 0.061875794681828356 -0.091736496760837422 -0.048786485910556836 0.049840967911263717 0.042332624742900372 0.025821405693854702 0.095328223173488325 0.067846990035908883 -0.11277211684098785 -0.066230986099833689 0.0064064374445857303 0.080873752714392871 0.0070463608152061975 -0.0089703349036117687 0.008373881552400906 -0.091096354341694011 -0.063122073617779662 0.093073805442135879 -0.10826588705646796 -0.018972754011166975 0.038218502249573627 0.0049281826554655904
leaf_weight=2.0292238358088062 0.71131742272700549 45.34691759298039 1.3895353930558929 0.92527947160124213 1.8885031696408985 1.0335417830210647 1.4224987663328645 2.8719692789018154 0.932628728711279 0.7288272283039986 2.0543291086796662 5.0568404832083615 3.430909577291458 3.5525951618328691 2.8684435822069672 1.1784790754318262 3.4410111047327439 1.6725821166765005 2.5460136876208708 2.444336402229971 1.542965730652216 2.1183981876820326 13.581348189822164 1.6862684465013442 1.3109549209475542 1.1143984589725757 1.337575476616627 8.8301733789812697 6.6165968261775552 11.391893874926607
leaf_count=81 22 1210 387 58 17 25 19 33 39 8 32 55 23 26 18 7 32 14 35 31 16 24 199 37 9 9 15 166 70 183
internal_value=-3.52764e-05 -0.00362504 0.00178166 0.00245228 -0.0125271 -0.0337367 -0.0845271 0.0148587 6.29455e-05 -0.0208389 0.00452826 0.0303299 0.00240573 0.00389396 0.00193246 -0.00512509 -0.0423697 0.0115475 0.053515 0.00168755 0.00700256 0.0391607 -0.00172582 -0.0442026 0.00307106 0.000576518 0.00342746 -0.00011814 0.00848772 -0.00696592
internal_weight=137.056 46.0582 90.9981 89.6086 10.9072 6.14672 2.45604 4.76047 3.69068 2.75805 78.7014 5.98212 72.7193 70.6649 67.234 38.7737 6.99361 28.4604 5.41446 23.0459 21.3733 4.56273 16.8106 3.22923 31.7801 30.6016 29.2906 28.1762 19.3461 12.7295
internal_count=2900 1232 1668 1281 222 172 44 50 128 89 1059 113 946 914 891 517 58 374 53 321 307 55 252 53 459 452 443 434 268 198
is_linear=0
shrinkage=0.1


Tree=186
num_leaves=31
num_cat=0
split_feature=3 4 2 3 4 4 4 1 4 0 2 2 3 2 3 2 1 4 4 4 2 0 4 1 0 2 4 2 3 1
split_gain=0.0898139 0.173767 0.315085 0.128404 0.445553 0.143079 0.10482 0.34891 0.24916 0.304844 0.241838 0.19114 1.01624 0.868541 0.649755 0.964802 0.353126 0.222341 1.07575 0.602528 0.837306 0.460353 1.85051 0.546701 0.490915 0.509 0.382587 0.589804 0.731243 0.713795
threshold=-0.54481999999999997 48.919835655300012 -0.16297999999999999 -0.27223499999999995 39.530201452500002 35.616518500750011 32.785955158400007 69.276189105400007 34.542090938800008 89.99344745865001 -0.11420499999999999 0.20327000000000003 0.094415000000000013 0.18145000000000003 -0.11050499999999999 0.25828500000000004 71.273713496300005 40.259171735100004 40.496232821400007 40.036761086100007 -0.036264999999999999 86.103248543850015 38.771633980050005 62.041548276350007 83.992808911450012 -0.10001 39.893178577750007 -0.5169149999999999 0.090640000000000012 65.966697146800016
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 9 -8 -11 13 14 17 -13 -16 -14 19 -19 21 -21 22 24 -23 25 -10 27 -25 29 -29
right_child=3 -3 -4 6 -6 -7 8 -9 11 10 -12 12 16 -15 15 -17 -18 18 -20 20 -22 23 -24 26 -26 -27 -28 28 -30 -31
leaf_value=-0.10962791225536271 0.037069904303456733 0.064210135827682854 0.043022717681622302 0.0054434382127465488 -0.10991078434182566 -0.030074770413780968 0.073823650568077909 -0.11065259379706874 0.029884905415765151 0.044583392175362363 -0.02353884312345296 0.032834161653611235 0.10093745667370335 -0.082192012545004564 0.0096952605539415773 -0.10653344079671674 0.024358823517431891 0.05292403008754476 -7.1864882093356124e-05 -0.098875589782750961 0.0037155963807653288 0.056411142910620743 -0.096059868900850137 -0.061059063436385334 0.052913932086245008 -0.114457960444622 0.03876420045510591 -0.065050138317928108 0.015595279784591298 -0.0051088778877989224
leaf_weight=0.21091346630419139 0.63806867550738278 0.61726367846131325 0.37675249352468998 0.87779029733428504 0.4744112060216138 0.63140577446756652 0.99948329548351411 0.36714078878753753 0.55350014784198731 0.93909688559779225 1.1708870319562261 2.0044329907686915 1.394341179111507 1.3118947961302172 1.6310012066060147 1.270527808393126 1.0598892254929522 4.0263950960470529 78.622392189946368 1.617015636591532 1.5659762446302909 1.7385704535990978 2.3517520513851196 1.742351187737319 1.9109154632315037 0.43732938065659188 2.1771947119414099 2.6465780325233954 12.564052012671253 7.9672818814728998
leaf_count=31 29 5 24 39 56 23 22 100 27 23 34 39 17 20 34 61 34 53 1595 31 16 14 34 67 14 20 25 26 195 192
internal_value=-2.41175e-05 0.0271564 -0.0117636 -0.00026727 -0.0272261 0.00367377 8.63509e-05 -0.0287943 0.000359347 0.0283304 0.00678052 -0.000317009 0.01533 -0.00126696 -0.0109513 -0.0411992 0.067866 -0.000381667 0.00250993 -0.00679356 -0.0484025 -0.00290846 -0.0301341 0.00205165 0.0232962 -0.0338247 -0.00143605 -0.0049482 -0.000730188 -0.0200553
internal_weight=135.897 1.20493 0.587666 134.692 1.74389 1.26947 132.948 1.24493 131.703 3.10947 2.10998 128.593 7.36019 121.233 4.90596 2.90153 2.45423 119.921 82.6488 37.2725 3.18299 34.0895 5.2535 28.836 2.90174 0.99083 27.0975 24.9203 23.1779 10.6139
internal_count=2900 60 55 2840 108 52 2732 139 2593 79 57 2514 185 2329 134 95 51 2309 1648 661 47 614 95 519 61 47 505 480 413 218
is_linear=0
shrinkage=0.1


Tree=187
num_leaves=31
num_cat=0
split_feature=0 1 0 2 1 1 3 1 3 4 4 3 4 3 0 3 4 1 1 0 1 3 0 4 2 0 2 4 1 3
split_gain=0.0870474 0.360375 0.307392 0.256369 0.249369 0.802665 0.2121 0.346469 0.212744 0.302967 0.480338 0.298998 0.219668 0.399726 0.148916 0.473319 0.417726 0.30343 0.163354 0.234892 0.634057 0.233329 0.219358 0.569243 0.395998 0.24486 1.00971 1.39064 0.419893 0.260163
threshold=76.591483678350016 56.229101798300007 78.156166310250015 -0.26820499999999997 59.74022811670001 57.960468834350003 -0.25445999999999996 55.788194664950005 -0.24266999999999997 48.919835655300012 48.680511450650009 -0.15959999999999999 44.921040431000009 0.10500500000000003 83.992808911450012 0.096845000000000028 42.131954243650007 61.614083433650009 61.767325547050007 85.613949164150014 61.917879202350001 0.084365000000000009 85.807518149550006 41.902916368500009 -0.084239999999999995 85.968825637350008 -0.10098 39.56957118270001 61.885617704800005 0.085345000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 -3 5 -4 7 -1 -8 10 11 -10 13 -13 15 16 -6 -16 -19 20 -20 -22 23 -21 -25 26 -24 -28 -27 -29
right_child=2 3 4 -5 14 -7 8 -9 9 -11 -12 12 -14 -15 17 -17 -18 18 19 22 21 -23 25 24 -26 28 27 29 -30 -31
leaf_value=0.029837090669755185 0.055003422994860329 0.021021099342648595 0.03444991885898098 -0.11406079035053118 -0.10481774871948567 -0.11190164561918632 0.061560372873989938 -0.11177859599732137 -0.13310902192445731 -0.06712167757547062 0.092580069368128876 -0.10332839832074768 0.061110879803972708 0.10298529903069741 -0.048125399423668447 0.092114306359385417 0.034106872777733076 0.033136625358136183 0.0051984470989860825 0.037570402726196515 -0.029616454505826891 -0.11123477672299836 0.060935492147994354 -0.038189878757529938 0.026271579877062357 -0.069675308608738204 0.0609842376864436 -0.051698971340780289 0.0011852923218745924 -0.12942654094281875
leaf_weight=0.30649510323564788 1.0242097993614141 0.19086931753554381 0.73142050486057886 0.53238886709004862 0.33951387655179022 0.76848818507278338 0.65078469816944595 0.39593029563548043 0.19679817088763285 0.55760821048170317 0.56467730179429043 0.31947647810011282 0.37115360872121528 0.13300487399101257 1.2919294796884049 0.70750303444219753 0.59705977978956071 1.523063052445649 2.7215840589487916 5.2165226824581605 0.60452171624638118 0.8327727079304168 0.97590067842975292 2.4038167491089557 1.5789968876051714 0.84288262901827593 0.71266018599271719 0.6560912039130925 106.04197973549913 1.2530629661341661
leaf_count=47 24 7 14 73 42 39 5 12 16 13 4 67 8 2 22 11 23 12 24 36 23 48 9 37 22 10 5 10 2198 37
internal_value=-2.13863e-05 -0.0141588 0.000434559 -0.0784124 3.97249e-06 -0.0405343 -0.000865673 -0.0499862 0.0114857 -0.00372297 0.0185794 -0.0223704 0.00408928 -0.0426834 0.000477891 0.0303805 -0.0162542 8.97348e-05 0.000586613 0.000186295 -0.0231767 -0.0769064 0.000998145 0.0158346 -0.012634 -0.000237216 -0.0258972 -0.0582184 0.000626493 -0.102715
internal_weight=135.043 4.21919 130.824 0.723258 129.8 1.49991 3.49593 0.702425 2.7935 2.14272 1.58511 1.02043 0.823635 0.452481 128.3 1.64408 0.936574 126.656 125.364 123.841 4.15888 1.43729 119.682 9.19934 3.98281 110.483 3.59772 2.62181 106.885 1.90915
internal_count=2900 254 2646 80 2622 53 174 59 115 110 97 93 77 69 2569 76 65 2493 2471 2459 95 71 2364 95 59 2269 61 52 2208 47
is_linear=0
shrinkage=0.1


Tree=188
num_leaves=31
num_cat=0
split_feature=0 2 2 3 2 2 2 4 3 0 2 3 2 1 3 4 2 2 1 3 2 2 4 4 4 2 1 0 2 2
split_gain=0.086299 0.102769 0.225797 0.165238 0.0969044 0.141643 0.571861 0.494864 0.68341 0.47524 0.408476 0.404084 0.364637 0.343902 0.286996 0.245858 0.368942 0.637023 0.586693 0.325907 0.321444 0.220382 1.02216 0.762399 0.859618 0.675323 0.406808 0.643515 0.327485 0.389609
threshold=113.28087178455002 -0.012769999999999998 -0.046474999999999995 -0.397505 0.68694500000000025 0.15675000000000003 0.20327000000000003 33.96174662340001 0.091545000000000029 88.232507383150008 0.27148500000000009 -0.11050499999999999 0.12406000000000002 70.402653062050021 0.070195000000000021 34.542090938800008 0.090855000000000033 0.06041500000000001 66.697957758300021 0.087405000000000024 -0.11420499999999999 -0.0039949999999999994 36.514114975300011 39.134693790050008 40.621691032550004 0.022230000000000003 70.402653062050021 86.001087134900004 -0.031989999999999998 -0.030145000000000002
decision_type=2 2 2 2 2 2 2 2 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 12 9 -8 10 -7 11 -9 15 -10 -13 19 17 21 -18 20 -1 28 -23 -24 -25 -26 27 -27 -17 -30
right_child=1 -3 -4 -5 -6 6 7 8 13 -11 -12 14 -14 -15 -16 16 18 -19 -20 -21 -22 22 23 24 25 26 -28 -29 29 -31
leaf_value=-0.076424509085886771 0.1002555676144698 -0.10362544981625697 0.090511452604889575 -0.060730632810542917 0.02674721705408431 -0.098730431568115645 -0.072755393237368321 0.061899121688275022 0.085668602083816783 -0.014145116230790103 -0.074260794084949344 -0.072269816467368048 0.056962136747298664 0.011574483415306137 0.012080524544785896 -0.0014054824674056986 0.016089721531957476 0.061981865260022223 -0.11155026596425628 0.046656590885769289 0.034269830671213024 0.068935456544523613 -0.14594354010697003 0.038781883378306542 -0.11504554272389007 -0.10922195240415616 -0.10379315177511228 0.083730937995965302 0.06544657978261649 0.0092553054046839219
leaf_weight=0.51504730328088066 0.071983189322054386 0.15830446471465975 0.16055239917477593 0.55796310330219967 1.3594135172897939 1.1697143687633782 0.74882133250503091 0.8267961696546996 1.4091413596761415 1.5370931117940925 0.88657824748770497 0.70118124544387683 1.145896405498205 1.1277552809988263 0.94970549739082344 100.67189302757104 0.68790089054527814 1.6420233792159695 0.75573289835301694 2.4246432617110258 0.53465634994790801 1.0281713660879308 0.60674979280156538 1.3438011543184987 1.175545653968584 0.24195488441182511 0.31956439127679914 0.6051289988681674 1.4810864156752357 7.3944580429306352
leaf_count=68 2 100 7 195 33 26 33 14 21 27 40 13 35 29 29 1702 20 30 51 67 15 13 20 23 38 66 28 6 22 127
internal_value=-2.92678e-05 -0.0300813 -0.0153535 -0.0423349 0.000184652 -8.90476e-05 -0.0119484 0.0038241 0.0135416 -0.0506976 -0.0160099 0.00483381 0.000816243 0.0527307 -0.0237456 0.000286405 -0.000485852 0.00013669 -0.050729 0.0265045 -0.0200434 -0.000747376 -0.0206219 -0.0420721 -0.0249739 -0.0615528 -0.00765214 0.0286173 0.000217964 0.0186321
internal_weight=134.239 0.948803 0.790499 0.629946 133.29 131.931 9.35679 6.64998 5.90116 2.70681 3.36426 2.47768 122.574 2.5369 1.65089 121.428 117.954 116.51 1.44363 3.47435 1.0497 114.868 5.32092 4.29274 3.686 2.34219 1.16665 0.847084 109.547 8.87554
internal_count=2900 304 204 197 2596 2563 232 179 146 53 96 56 2331 50 42 2296 2146 2075 71 150 83 2045 194 181 161 138 100 72 1851 149
is_linear=0
shrinkage=0.1


Tree=189
num_leaves=31
num_cat=0
split_feature=1 1 4 0 1 4 0 1 1 4 4 0 0 1 0 0 0 2 1 4 0 3 4 1 2 2 2 1 1 1
split_gain=0.0855388 0.654655 0.777859 0.706492 0.666769 0.648393 0.566864 1.72753 0.680848 0.676878 0.56495 0.512797 0.657541 0.466269 0.819609 1.10109 0.800447 0.781743 0.610417 0.513141 0.611338 0.530217 0.524674 0.757789 1.0733 1.04122 0.510821 0.460971 0.695439 0.461087
threshold=69.873026810350026 70.085415002650009 38.238138001450004 94.964406541850011 70.182199495350019 38.386256906100009 93.262612545250008 68.961639504150014 69.276189105400007 36.625813070500008 38.703421923500009 95.071944867050021 96.588235252600015 68.214248143850014 91.625341543800019 90.337570099350003 90.837623311600012 -0.053019999999999991 65.727424373200009 38.238138001450004 81.917319234750025 0.10500500000000003 40.12915366295001 62.00390986255001 -0.099224999999999994 -0.057185 -0.094344999999999998 70.73871032835001 70.96454081135002 71.52105164435001
decision_type=2 2 2 2 2 2 2 2 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 -4 -6 7 13 9 -8 -7 -5 -13 14 15 18 -17 -16 19 20 21 -1 23 25 -25 -21 -22 -12 -29 -30
right_child=1 2 4 11 5 10 8 -9 -10 -11 27 12 -14 -15 17 16 -18 -19 -20 22 26 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.082159319324091665 -0.058099098264500576 -0.099008353084707804 0.063879412663370147 0.0865094680243194 0.06154624726681375 -0.091603834350489743 0.05987265691087465 -0.11429183465121132 0.062533983791886669 -0.063959742390344979 -0.0538545808498124 -0.11922148145636587 -0.01068178723492335 0.045701696095365084 -0.12956739243771936 0.07126141576140492 -0.0047358999316663786 -0.0023077438289286121 -0.053882084275631986 -0.045486809951287954 0.003113787264560703 0.077706835014371825 0.00068901078791160227 -0.0006807564851576915 -0.10159404483154993 0.054641551110560738 0.056539534158228634 0.07449245766034282 -0.042012253693772317 0.0033404502244675353
leaf_weight=0.88123417385940939 2.0953176191542289 1.3077738492611377 1.7959928846394166 0.4413878540508448 1.7135343885311147 0.68160883888049184 0.73988836258649726 1.3051861841231573 3.1727401413954794 1.0941940146731211 1.5013912326248817 0.65295951510779549 3.843683303089847 2.336771434172987 0.93603105121292174 3.7634770255535832 2.1937808808870614 0.99669536761939415 2.156854215078055 2.096878232085146 3.11297691432992 0.27134379744529724 50.947859626412537 1.9247993836179373 2.3295693516265601 2.0577000780031067 4.2099353832309134 1.2998092380585138 2.4280980518087771 29.200051914033338
leaf_count=94 24 52 16 4 18 31 7 14 27 40 60 18 331 20 24 40 31 23 27 29 39 5 770 19 29 22 41 22 69 954
internal_value=-2.81291e-05 -0.00346422 -0.000912696 -0.0336547 0.00438242 0.00148065 0.00183675 -0.000169139 0.0344967 -0.0140044 -0.00145075 -0.0163466 -0.0264429 0.00168774 0.000367098 0.00200363 0.0432751 -0.0639404 -0.00150927 0.000156019 0.0231732 -0.0445231 -0.00313058 -0.0262726 -0.055938 0.00410526 0.0338282 0.000334036 0.00280483 -0.000141284
internal_weight=133.49 46.9616 44.8663 6.2458 38.6205 36.8245 86.5279 81.5211 5.00682 1.83408 35.111 4.93803 4.49664 80.2159 77.8791 75.9464 5.95726 1.93273 69.9892 67.8323 8.47549 1.15258 59.3568 8.40895 4.25437 4.15458 7.32291 34.4294 32.928 31.6281
internal_count=2900 1599 1575 405 1170 1154 1301 1227 74 47 1136 353 349 1213 1193 1146 71 47 1075 1048 179 99 869 99 48 51 80 1105 1045 1023
is_linear=0
shrinkage=0.1


Tree=190
num_leaves=31
num_cat=0
split_feature=2 4 2 1 1 3 3 2 1 2 0 4 4 2 0 3 2 3 1 3 2 0 2 1 2 4 3 0 0 2
split_gain=0.0906946 0.276653 0.274901 1.18123 1.04889 1.62081 0.738401 0.444722 0.36647 0.681008 1.51817 0.617845 0.577305 0.590322 0.785547 0.627319 1.07153 0.770072 0.716231 0.512106 0.377439 0.345688 1.00237 1.07272 0.936516 0.928289 0.867917 0.776233 0.591418 0.557572
threshold=-0.11808 34.394321486900004 -0.098345000000000002 62.197478847950002 68.961639504150014 0.090720000000000023 0.092425000000000021 -0.096499999999999989 62.009286778800011 -0.088329999999999992 99.642323688800005 39.995120105550008 43.740100730350001 -0.091779999999999987 86.420486603250012 -0.087385000000000004 -0.01762 0.10461500000000003 61.987779113750001 0.088165000000000021 -0.092289999999999997 87.393708446500014 -0.08459499999999999 62.116825104000007 -0.081169999999999992 40.12915366295001 0.085245000000000029 93.972365491700018 86.780739992750014 -0.083794999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 12 10 11 -10 13 -9 15 16 -15 18 -17 20 -13 25 27 -24 26 -11 -25 -23 29 -27
right_child=2 -3 7 4 5 6 -8 8 9 21 -12 19 -14 14 -16 17 -18 -19 -20 -21 -22 22 23 24 -26 28 -28 -29 -30 -31
leaf_value=-0.06086237526437336 -0.068936903881422817 0.0055149139285714547 0.042321191698813099 0.047459680685757011 -0.1038399439066279 0.088891744969973596 -0.029063795566410217 0.062907900370963041 -0.0056923612983817602 -0.078962566948602819 0.05382772716990511 -0.012544471652659398 0.067321498392278731 -0.15568145568419703 0.037851787144648139 -0.0047924522257116013 0.027881500479328067 -0.053610325997065222 0.067353841984712615 -0.12834700078042424 -0.088074326591322569 0.10202554502642112 0.10985540095616726 0.0020365308373653779 0.0011115146448527939 -0.051045579460907591 -0.10338348154849107 0.010445532760095464 -0.04749430843013161 0.014964462102293578
leaf_weight=0.63948130661310543 3.0723676440538821 34.696752516425477 2.43745064617542 3.2144727297127247 1.6714964538214192 1.0242228507995608 1.1014116597109476 1.6430380052188471 1.6279723382322107 1.9188176578609262 1.5566019997854708 1.2319935901905403 1.6572803114759143 0.75160268694162369 4.1490058219060293 7.1096362646931031 0.55123599215585872 2.5100264210486776 1.7062536925077436 1.3704730632016433 1.4290897138416774 1.7367356866598052 0.85088936798275128 1.4225944223544424 34.196259735855286 1.4857763290638093 1.7315291523500489 1.981495705887937 2.5842558769509187 9.2222737478950858
leaf_count=115 43 976 33 24 42 3 42 17 18 35 40 20 26 7 34 111 64 36 16 36 27 9 6 21 819 21 51 47 24 137
internal_value=-2.3374e-05 0.00431368 -0.0016042 -0.0172329 0.00542294 -0.0301634 0.0277723 0.000210158 -0.00100564 -0.00468593 -0.0336324 -0.0576875 0.0107891 0.00570295 0.000100895 -0.0123016 -0.0780153 -0.0047425 0.00917096 -0.0786835 -0.0531065 -0.00102973 0.00365604 -0.00116828 -0.00369754 -0.013943 -0.0558362 0.0532213 -0.00455703 0.00580536
internal_weight=132.282 35.3362 96.9463 10.084 7.0116 3.79713 2.12563 86.8623 84.4248 64.3468 7.21613 5.65953 20.0781 18.4208 16.7778 12.6288 1.30284 11.3259 8.81589 4.03156 2.66108 57.1306 41.9195 38.2013 37.3504 15.2111 3.15412 3.71823 13.2923 10.7081
internal_count=2900 1091 1809 154 111 87 45 1655 1622 1311 141 101 311 285 268 234 71 163 127 83 47 1170 953 897 891 217 72 56 182 158
is_linear=0
shrinkage=0.1


Tree=191
num_leaves=31
num_cat=0
split_feature=0 2 2 3 4 3 3 3 2 3 2 2 4 4 4 3 4 3 1 2 1 2 4 2 4 1 3 0 4 4
split_gain=0.0802038 0.0929698 0.198954 0.143421 0.0998931 0.102383 0.0918644 0.778651 1.11261 0.326585 0.42521 1.02682 0.59213 0.489822 0.460241 0.372296 0.420774 0.370522 0.366832 0.77472 0.688967 0.425569 0.389154 0.449913 0.381084 0.299429 0.237029 0.228383 0.221517 0.141312
threshold=113.28087178455002 -0.012769999999999998 -0.046474999999999995 -0.397505 40.79983011445001 0.078505000000000019 -0.098985000000000004 -0.087385000000000004 -0.011399999999999999 -0.23472499999999999 -0.036264999999999999 0.010100000000000003 38.703421923500009 40.259171735100004 41.468518788800004 -0.24637000000000001 41.169697216150006 -0.2485 61.944763783650011 -0.23361999999999997 65.036490633650018 -0.23455499999999999 35.97706729810001 -0.22573999999999997 39.995120105550008 64.84561010645001 -0.15959999999999999 94.614906984850009 40.21994457600001 47.833738492450003
decision_type=2 2 2 2 2 2 2 2 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 -8 15 12 -12 -11 -13 -14 17 -17 18 19 21 -20 -1 -22 -24 -25 -16 -15 -27 -21 -9
right_child=1 -3 -4 4 5 -7 7 29 -10 10 11 13 14 26 25 16 -18 -19 20 28 22 -23 23 24 -26 27 -28 -29 -30 -31
leaf_value=0.024320670319511403 0.099445141672209914 -0.10329306116400978 0.088161838106906198 0.039471257874654907 -0.10707826248758741 -0.0035161060373489375 -0.13992783894675284 -0.00063931295915022187 0.028233675348589123 -0.048563288935225775 -0.1099082169367053 0.085073956424486438 0.083667629425954682 0.039334211816030501 -0.027281758953612314 0.016555653296264947 -0.086710470926489813 0.066378955826686903 -0.077275708986068253 0.011770917876521819 0.06471919522594409 -0.11438658793234534 0.046215146611665467 0.0031750858859652094 -0.090625285734377448 0.095139109342658623 -0.057031056232394461 0.017482296199591962 0.088926737437624234 0.016777345005931931
leaf_weight=0.41509942772972863 0.065058162028435618 0.14426067513420449 0.14836061195819639 0.088778342447085379 0.32253632472566096 0.13559134175284271 0.94276993545645382 105.70103528091204 0.67525415095951646 0.68989033692923829 0.75155638746218612 0.84212979715084646 2.2236254636663944 0.43476212344830856 0.84601681663480155 0.63017570436932402 1.0554199623293241 0.84068993636174028 1.4639277040187151 0.53811888347263348 0.8216977120318919 0.47351265203906256 0.82903585645544708 0.87304297025548405 0.85955453745191335 0.59913472842890758 0.61817360011264078 1.0293562921870032 1.2061794156688845 4.8733105684805187
leaf_count=39 2 100 7 94 45 56 52 1820 12 32 19 19 20 18 27 15 37 18 33 19 21 18 27 25 33 13 27 34 39 179
internal_value=-2.05469e-05 -0.0296941 -0.0157298 -0.0409166 -0.0576135 -0.0764271 0.000185562 -0.000879469 -0.0697486 0.00680868 0.0218236 -0.0110001 0.0379467 0.0282255 0.0506502 -0.00524751 -0.0481035 0.00343403 -0.0036403 0.0264072 -0.0199613 -0.0495919 0.00483791 -0.0143703 -0.04336 0.0209803 -0.0172414 0.0460529 0.065124 0.000128286
internal_weight=131.138 0.904585 0.760325 0.611964 0.546906 0.458128 130.233 112.192 1.61802 18.0411 8.03465 2.64662 5.38802 1.89507 4.69813 10.0065 1.6856 8.32086 7.48017 2.63291 4.84726 0.888612 3.38333 2.56163 1.7326 2.47451 1.05294 1.62849 1.7443 110.574
internal_count=2900 304 204 197 195 101 2596 2063 64 533 209 83 126 64 94 324 52 272 254 115 139 57 106 85 58 74 45 47 58 1999
is_linear=0
shrinkage=0.1


Tree=192
num_leaves=31
num_cat=0
split_feature=4 4 3 3 4 4 0 4 0 3 2 2 2 2 4 0 3 4 2 4 0 4 0 1 0 1 4 1 3 1
split_gain=0.0821079 0.456876 0.273659 0.443295 0.249752 0.234216 0.536546 0.505933 0.487758 0.232149 0.162128 0.163933 0.408281 0.551394 0.744322 0.642653 0.662559 0.260626 0.232865 0.378255 0.169754 0.160716 0.153182 0.399997 0.151313 0.291 0.318277 0.405405 0.549495 0.211907
threshold=49.275256100300005 49.49736495185001 0.079095000000000013 0.074640000000000026 48.680511450650009 45.90502654165001 97.32487278035002 47.480720532750006 90.837623311600012 0.076080000000000023 0.68694500000000025 0.19122000000000003 0.20981000000000005 0.22542000000000004 40.08085804200001 94.614906984850009 0.10236000000000002 34.542090938800008 -0.11808 34.394321486900004 100.87363751255002 50.264779514000004 85.57362229215002 89.619751778500017 103.44649194340002 82.204984254750016 44.710446918150005 82.844837289750004 -0.22253999999999999 77.898074329750017
decision_type=2 2 2 2 2 2 2 2 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 22 5 10 8 -8 -7 -6 11 17 -13 -14 15 -15 -17 18 19 -1 -16 -4 -3 -24 29 -26 27 -27 -29 -19
right_child=1 2 21 -5 9 6 7 -9 -10 -11 -12 12 13 14 20 16 -18 24 -20 -21 -22 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=-0.058008719202878783 -0.11372413305292557 0.044990553592950927 0.091013296032107865 -0.10499091829322083 0.0017806333421374406 -0.02502716705564343 -0.061629680971263305 0.059005095940685016 -0.12782675411495026 0.052481909636736004 0.038089558472640894 -0.059458673091367188 0.086136794503235081 0.035698117042174037 -0.12568523583799826 -0.11548281996625252 0.03452035368650419 -0.00060984046616615988 0.042709374689537206 0.098227407362081257 -0.038675185108745826 -0.00016885702245903408 -0.11011190313073252 0.047003814625148702 -0.066102036534061159 0.070101380079628392 0.079293476434187438 0.055790074810922463 -0.10381648723378467 0.016218799646748813
leaf_weight=0.61152827200521676 0.41540722044737721 0.59989190567284845 0.41734918062866189 0.47440505722624937 1.8700051668565714 1.434587034731521 0.51972292088976235 1.0500687276944516 0.68048918159911398 1.7465595100075004 1.1286832550358656 1.5872069725664903 0.63049396779388178 2.4988112937426199 0.58752630953676988 0.70739712967588253 0.50442979590889081 97.939673624459829 2.6057887862018552 0.20755487983115017 0.36261081479733548 0.36008211199805373 0.29916614829562604 0.35351172616356052 1.0005373179665178 0.35525050599244412 0.40441796656523354 0.31313509745086754 0.69327649593424212 8.1014373782381863
leaf_count=115 22 6 15 97 32 36 38 38 53 24 31 22 10 34 30 68 11 1533 81 4 25 37 22 20 38 9 8 32 259 150
internal_value=-1.71934e-05 -0.0165978 -0.000487375 -0.0226663 0.000362388 -0.000393572 -0.0252273 0.0190656 -0.0581012 0.026266 0.000367483 1.00331e-05 -0.0149754 -0.00163193 -0.013505 0.00671683 -0.0530432 0.000928458 0.0280902 -0.0184186 -0.0924787 0.0487805 0.00851379 -0.0250129 7.3506e-05 -0.0230137 0.00139719 -0.0217382 -0.0541565 0.000675851
internal_weight=130.461 2.91981 2.50441 1.72697 127.541 123.925 3.68487 1.56979 2.11508 3.61656 120.24 119.111 6.87848 5.29127 4.66078 3.71064 1.21183 112.233 3.42487 0.819083 0.950137 0.777431 1.25257 0.652678 108.808 2.76662 1.76608 1.36166 1.00641 106.041
internal_count=2900 219 197 145 2681 2625 165 76 89 56 2460 2429 200 178 168 113 79 2229 200 119 55 52 48 42 2029 346 308 300 291 1683
is_linear=0
shrinkage=0.1


Tree=193
num_leaves=31
num_cat=0
split_feature=2 2 3 4 4 3 3 3 1 0 2 0 0 1 2 1 1 1 0 3 3 2 4 2 3 4 2 0 3 3
split_gain=0.0773795 0.251158 0.738328 0.547839 0.408185 0.505297 0.494756 0.482031 0.470755 0.400066 0.398164 0.35784 1.02792 0.705323 0.637965 0.506352 0.603109 0.429507 0.551025 0.407812 0.595306 0.511109 0.359541 0.517642 0.453342 0.333685 0.639173 0.548204 0.320524 0.304444
threshold=-0.11808 -0.14143499999999998 0.087605000000000016 41.43512228960001 39.091773401050006 0.12191500000000002 0.11747500000000002 0.10790500000000001 77.52437864960001 101.15323715815002 -0.58892999999999995 95.762878606550018 97.32487278035002 62.084563606450011 -0.23059499999999997 62.116825104000007 62.399113207700005 72.303392960300016 97.900202820250016 0.085155000000000022 0.080515000000000017 -0.23955999999999997 42.102795028150005 -0.22866 0.095845000000000027 35.818873074050011 -0.23155499999999998 88.028184565250015 0.09310000000000003 0.074640000000000026
decision_type=2 2 2 2 2 2 2 2 2 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 7 8 11 10 -10 -1 13 -13 14 -6 -15 -17 -14 -19 20 21 -18 24 -24 -20 26 -12 -27 -21 -25
right_child=-2 2 -4 -5 5 -7 -8 -9 9 -11 25 12 17 15 -16 16 19 18 22 28 -22 -23 23 29 -26 27 -28 -29 -30 -31
leaf_value=-0.12967720323378368 -0.0014995186480140231 0.094825398499184269 -0.015818508465377037 0.013402642247500257 0.0017907138029228783 -0.056445606035386432 0.064722632043851896 0.076533401960437578 0.09184675639542543 -0.047645443345790531 0.050140646480465983 -0.12138104871201004 0.067447442387245565 0.085617954063177001 -0.087350658873746156 -0.067810309631429574 -0.065579216846853625 -0.089937828703888417 0.059642171231842858 0.08505902643567885 -0.07509109559179572 0.043260429831947264 -0.11373092938833439 0.044434128186243801 -0.038836311587097883 -0.0086509598093067342 -0.11683687853771214 -0.12722872030682639 0.024850825533456258 -0.037348250985611453
leaf_weight=0.59618851746927237 95.048146098396955 1.6627927358529171 2.7430995446702582 1.642708790981487 4.238480610314582 1.2541637653484929 0.52092972587342945 1.0030063436715853 0.45322795672109339 0.37631812817244281 0.79991244484699575 0.77812130155507375 0.83122598339105014 1.4230607002973545 0.99047398986295832 0.69953357055783083 0.51500504263095237 0.73975820187479246 1.6234295704507533 1.7069173339987176 0.72033191332593549 2.6596489776566106 0.50888195122797686 0.84297039897501258 0.65649357100483019 0.76316265818604712 0.32133820274248459 0.79711397955543362 1.83446517388802 0.98948495450713381
leaf_count=15 1809 27 38 23 123 24 13 21 8 97 47 17 28 7 23 7 55 13 82 19 12 72 48 26 17 34 31 38 21 105
internal_value=-2.40853e-05 0.00401824 0.0225341 0.0543614 0.000108288 0.00534881 -0.0270845 0.00875373 -0.0387285 0.028567 -0.0557602 0.00562924 -0.0130499 0.0144338 -0.0150945 0.0305864 0.0209607 0.000563027 -0.0098074 0.0293114 0.00698165 0.025604 0.00301965 -0.024505 0.0312857 -0.0393261 0.00228671 -0.06923 0.0538707 0.00027347
internal_weight=129.74 34.6922 6.0486 3.3055 28.6436 24.0155 4.62819 22.7613 4.10726 0.829546 3.27772 21.7583 6.97037 14.7879 5.22895 9.55896 8.1359 6.19224 5.36102 7.43637 3.89499 3.17465 4.62126 2.34134 2.27992 2.68153 1.12125 1.56028 3.54138 1.83246
internal_count=2900 1091 88 50 1003 720 283 696 270 105 165 675 336 339 146 193 186 319 291 179 139 127 278 179 99 150 78 72 40 131
is_linear=0
shrinkage=0.1


Tree=194
num_leaves=31
num_cat=0
split_feature=4 3 3 4 2 1 4 4 1 4 1 4 1 3 2 2 1 4 1 2 3 2 1 3 2 2 2 4 1 2
split_gain=0.076512 0.408905 0.382951 0.319183 0.377276 0.480367 0.195466 0.204303 0.641568 0.732684 0.437938 0.29393 0.35075 0.273525 0.272441 0.423807 0.318233 0.303591 0.256625 0.194384 0.190485 0.187494 0.181623 0.347256 0.180821 0.174343 0.259679 0.307578 0.49353 0.248846
threshold=49.275256100300005 -0.25095999999999996 -0.24299499999999999 49.842240509300005 -0.23361999999999997 86.858705278550005 48.680511450650009 44.527357125550004 84.600400448950026 44.758188263300006 83.715897724050009 44.086690780350004 62.084563606450011 -0.22253999999999999 -0.23378499999999999 -0.61225999999999992 70.182199495350019 47.673928029900004 74.784839814650013 -0.082074999999999995 0.076080000000000023 0.20981000000000005 87.33187390945001 0.075065000000000021 -0.21094499999999999 0.28022500000000006 0.19122000000000003 37.797539186950011 68.214248143850014 0.048530000000000011
decision_type=2 2 2 2 2 2 2 2 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 7 10 9 -9 11 25 -13 24 15 -11 17 -16 -17 -18 -8 -15 -7 -24 -12 26 29 -28 -29 -1
right_child=1 2 3 4 5 22 20 8 -10 14 13 12 -14 21 16 18 19 -19 -20 -21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.00013180354540628174 -0.11350335054890388 0.11151781908618136 -0.10714314833377281 0.09127089920925599 -0.11066947953933054 0.067403551878361542 0.0015412526458390683 -0.13486219241229497 0.061783017250711475 0.067596470216207363 0.088969410161442497 0.086911037446109743 0.0021494688201951014 -0.10347225720208522 -0.011296965460667637 -0.11431926239607045 -0.075435281280452418 0.06634629617138553 -0.0016203809010086119 -0.0047495313296786155 0.04798671149111372 -0.004517079009730026 0.050666218486437035 -0.1037172185129375 -0.048574766915712761 0.028380074014476477 0.0066954786897170347 -0.089520120381404139 -0.0065699123300453207 0.019571322147552441
leaf_weight=98.691735410393449 0.37538019529893096 0.26751381158828813 0.32197027630900166 0.36789182562643041 0.42969342252763343 0.40515261888504028 1.8677900492912152 0.59900151449983141 0.87377005531561724 0.22237567044794504 0.1864061884698458 0.87289460983447398 1.1077630496583877 0.81270958511197366 1.1685090524260897 0.764039318419236 0.72900879802182317 0.88500919984653581 0.27469355214270763 0.83424641110468634 1.674835965503007 0.25048974151559378 0.31998759234556928 0.26748916705400916 0.19616096514801018 2.2218542332830102 2.141371732170227 1.2857273996050937 1.6222778073861261 6.8552800547622601
leaf_count=1520 15 1 35 8 82 6 32 31 57 4 17 18 28 319 38 84 17 9 10 25 24 41 15 57 39 61 30 33 45 199
internal_value=-1.81754e-05 -0.0165038 -0.00120285 -0.0154792 0.00100654 -0.0223408 0.000341901 -0.000327271 -0.0177927 -0.030488 0.000626894 0.0013157 0.0395047 -0.0540671 -0.0176709 -0.0576935 -0.00371568 0.0221651 -0.084516 -0.0377131 0.0234991 -0.0801584 0.0158952 -0.0196275 0.0184438 0.000645252 8.80661e-05 -0.0220659 -0.043245 0.00114791
internal_weight=128.893 2.75508 2.3797 2.11218 1.79021 1.42232 126.138 122.595 6.35065 5.47688 116.245 114.799 1.98066 1.44577 4.87788 1.26111 3.61677 2.05352 1.03873 1.56326 3.54263 1.0632 0.992629 0.587477 0.382567 112.818 110.596 5.04938 2.90801 105.547
internal_count=2900 219 204 203 168 160 2681 2625 275 218 2350 1934 46 416 187 98 89 47 94 42 56 360 78 72 56 1888 1827 108 78 1719
is_linear=0
shrinkage=0.1


Tree=195
num_leaves=31
num_cat=0
split_feature=3 3 4 3 0 1 1 1 2 1 2 2 2 4 2 4 4 0 1 2 2 0 3 1 2 2 3 3 3 2
split_gain=0.0767649 0.655029 1.01015 0.219559 0.500093 0.587574 0.758029 0.336976 0.815211 0.730288 0.316883 0.284076 0.604732 0.581757 0.270777 0.284162 0.292643 0.232397 0.640749 0.923529 0.500689 0.33475 0.234766 0.21082 0.307955 0.144397 0.74711 0.91043 0.974375 0.697443
threshold=-0.098985000000000004 -0.087385000000000004 38.052786106700005 -0.23472499999999999 71.249517373150013 61.944763783650011 61.987779113750001 61.998532946250002 -0.23059499999999997 63.910026677050006 -0.23361999999999997 -0.036264999999999999 0.12406000000000002 40.259171735100004 -0.103615 38.938637541200009 45.673096293200011 101.06989495610001 73.365333921800001 -0.079824999999999993 -0.16717499999999999 86.420486603250012 -0.26750999999999997 85.371987932400017 -0.15895000000000001 -0.065399999999999986 0.083795000000000022 0.086520000000000027 0.084795000000000023 -0.0086649999999999991
decision_type=2 2 2 2 2 2 2 2 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 10 -7 8 -5 -9 -6 14 -13 -14 15 -11 -17 18 19 20 21 -8 -23 -19 -25 -3 29 28 -28 -27
right_child=1 25 -4 7 5 6 17 9 -10 11 -12 12 13 -15 -16 16 -18 23 -20 -21 -22 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.11424315476930576 0.029014835741839402 -0.0026392853238020849 -0.1349926953493068 0.042791016871495724 -0.0055183568102138321 -0.14855087512670831 0.046767967258185286 0.10728218286678973 -0.12568823272934743 -0.069190831031010647 0.066694795982589705 -0.084954639621661471 0.086227570468275783 -0.038270789751015354 0.062138116941960003 0.061862208238132349 -0.028769760763186814 -0.10735558772965326 0.070844731268739719 0.02628830530941267 -0.12094850738737546 -4.4725022630737863e-05 -0.11437534948176296 0.084705872640096741 -0.10639712759420071 0.060272322303102366 -0.003388338667658107 0.0028799651099772924 -0.13768905169730472 -0.0015184677319350511
leaf_weight=0.39450185749592748 0.64980279876908642 73.102799104370888 0.88977646493003704 0.65462511361693032 0.9500057573168309 0.4000810699071734 0.44295131191756765 0.97182565834373225 0.51167635351884999 0.39666034660331195 1.6863150138815379 0.78461343454546373 0.743438618526852 0.75802796631978708 1.5803894125638178 0.90154843951313501 0.58903863911109511 0.40791136669577088 1.0492027363507075 2.3949142765486622 0.90070007642498207 0.32356623461237133 0.40366079658269927 0.18841710827109637 0.15263402955315541 4.1923920030021691 1.1898131782145385 26.439985534517973 0.98947694809612574 3.2371305550623211
leaf_count=65 17 1410 49 29 34 6 12 9 45 18 26 22 20 22 20 29 34 35 36 33 20 13 30 20 42 57 29 524 59 135
internal_value=-2.36807e-05 -0.000998763 -0.0657708 0.00611351 -0.00396745 0.000710212 -0.0150991 0.0184976 -0.0311237 0.0271027 0.0406726 0.01356 -0.0138062 0.0233735 0.0316015 0.00602996 0.026047 -0.00657545 0.000522758 -0.0159988 -0.0649028 -0.0217637 -0.063506 -0.0588432 -0.000820366 -8.51551e-05 0.00509433 -0.00224064 -0.0643657 0.0333493
internal_weight=128.278 110.691 1.53958 17.5867 9.69486 9.30036 6.66404 7.89184 1.1663 6.72554 2.63632 5.75372 2.28608 1.50147 3.46764 1.88725 1.49059 6.26396 5.515 4.46579 2.07088 1.17018 0.727227 0.748963 0.341051 109.152 36.0488 28.6193 2.17929 7.42952
internal_count=2900 2280 66 620 372 307 247 248 74 174 60 165 64 42 101 81 63 241 144 108 75 55 43 97 62 2214 804 612 88 192
is_linear=0
shrinkage=0.1


Tree=196
num_leaves=31
num_cat=0
split_feature=2 1 0 1 4 1 1 0 4 4 1 2 2 4 4 4 3 2 1 4 2 3 1 4 1 0 2 2 4 2
split_gain=0.0809322 0.24719 1.042 0.46615 0.312079 0.267195 0.378762 0.32219 0.693574 0.517398 0.412397 0.298007 1.00763 0.703309 0.70282 0.67848 0.622448 0.482821 1.25064 0.573018 1.38307 0.997169 0.404001 0.300446 0.883318 0.587767 0.50207 0.962668 0.451986 0.382156
threshold=-0.11808 81.524804347700012 104.86330937810001 80.288113607700012 42.406961525800007 78.962703749400006 77.898074329750017 97.900202820250016 41.348489042950007 40.878805547300004 75.28220456885002 -0.088099999999999998 -0.090694999999999998 35.461062230100005 38.238138001450004 38.938637541200009 0.085155000000000022 -0.098345000000000002 62.197478847950002 41.495754733000005 -0.096499999999999989 0.087265000000000023 60.474177186300004 43.022303514600004 62.079186690200011 90.437043050150024 -0.080319999999999989 -0.068524999999999989 43.245737185650007 -0.071129999999999985
decision_type=2 2 2 2 2 2 2 2 2 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 11 9 10 -9 12 13 -2 -15 -16 -14 18 -17 -19 -21 -22 -13 29 -25 26 -26 -28 -27 -24
right_child=1 2 4 -5 -6 -7 -8 8 -10 -11 -12 22 16 14 15 17 -18 19 -20 20 21 -23 23 24 25 28 27 -29 -30 -31
leaf_value=0.0042216398228298504 0.062276935330999011 -0.10770505096436887 -0.10222946198109187 0.035853390239486228 0.022007556563550901 -0.045506638742602662 0.034481642247735998 0.029042738690388654 -0.11347824472920263 0.046054399887284769 -0.077752812189896603 -0.05734170793955512 -0.007704495290047764 -0.062202634972040899 0.060059490067677017 -0.084397177142587113 -0.10145715035933706 0.055927331396999826 0.014352194798192306 0.059903611297901595 -0.12460091839583161 0.00029980420393130964 -0.011687470612690065 0.059713700415810138 -0.094988343318710367 0.080474766958342769 0.11008761380456721 -0.072724050537970764 -0.0089884732827184757 0.0067338401765366721
leaf_weight=33.161688925528097 1.5335075397742972 1.1075161188564373 0.22363741882134069 3.3907260649139053 2.1084287048088299 1.3852383059856936 2.8699496026383704 0.53529056668048713 0.80661004688590754 1.0753830112516878 1.1142475790256865 1.1131052453565704 1.1525459047406834 2.1186443871119982 1.6388797685503949 2.3877919361111717 1.8367110711988059 1.8917049458250375 2.7706963722594082 1.6984409401193268 1.1690392213640728 1.4103473818395285 16.836664750371703 3.4437024214421381 1.0357824380043896 0.95865377597510848 0.47833524644374847 0.72409834988684429 1.3742861211067063 34.009756609186304
leaf_count=1091 17 84 174 49 126 34 42 16 50 6 42 113 14 24 9 37 37 19 39 17 26 31 190 38 12 10 2 44 50 457
internal_value=-2.69835e-05 -0.00152265 -0.0278365 -0.000525421 0.0100936 -0.00193725 -0.00123533 -0.00246864 -0.0320247 -0.00791343 -0.0430967 -0.00115708 -0.0118591 -0.00224501 -0.00880393 -7.91877e-05 -0.0653096 -0.00877974 -0.0313575 0.010098 -0.0101682 -0.0563082 0.0023419 0.00347056 0.0214655 -0.00734894 -0.0439582 -4.81617e-07 0.0277738 0.000634032
internal_weight=127.361 94.1997 3.43958 90.7601 2.33207 87.3694 85.9842 83.1142 3.53153 2.72492 1.64954 79.5827 19.6083 16.6191 15.0855 12.9669 2.98926 11.328 5.15849 6.16953 4.27783 2.57939 59.9744 58.8613 8.01486 4.57116 2.23822 1.20243 2.33294 50.8464
internal_count=2900 1809 384 1425 300 1376 1342 1300 114 64 58 1186 270 219 202 178 51 169 76 93 74 57 916 803 156 118 58 46 60 647
is_linear=0
shrinkage=0.1


Tree=197
num_leaves=31
num_cat=0
split_feature=1 1 1 3 2 2 3 3 4 3 1 0 3 1 0 0 1 0 0 2 0 4 2 1 2 0 4 2 0 4
split_gain=0.0854765 0.788481 0.541712 0.493378 0.280594 0.581612 0.373901 1.00155 2.5444 1.47282 1.18593 0.890673 0.760854 0.540983 0.537881 0.554903 1.09097 0.625495 0.50289 0.566458 1.01699 0.499249 0.846398 1.26197 0.478495 1.27483 0.453173 0.418151 0.741454 0.30045
threshold=64.434276012450013 62.837331883000012 64.84561010645001 0.098525000000000015 -0.50001499999999999 -0.26138499999999998 0.093295000000000031 0.08784500000000002 41.468518788800004 0.086355000000000029 62.116825104000007 86.103248543850015 0.091545000000000029 61.923256118600001 87.181320254150009 86.692020874450009 62.095317438950012 85.872041144650012 85.901614184050018 -0.091399999999999995 85.737618238150006 41.028010303750008 -0.026349999999999998 62.084563606450011 -0.096499999999999989 85.328972602300013 41.558544840500012 -0.08725999999999999 85.716110573100011 43.022303514600004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -3 -1 -6 7 9 -9 10 14 12 13 -10 15 16 17 24 19 -8 -21 -20 23 -23 25 -7 -19 -26 29 -29
right_child=2 3 -4 -5 5 6 18 8 11 -11 -12 -13 -14 -15 -16 -17 -18 26 21 20 -22 22 -24 -25 27 -27 -28 28 -30 -31
leaf_value=-0.05530259300142424 -0.073663799564446936 0.057875639836331552 -0.0013650074033822852 -0.011006212656309463 0.067337823839018637 0.0086304797354500896 0.02691097666225863 -0.13491927401866144 0.06692337029129701 0.057509859041545999 -0.064631982768765625 -0.037738702699701698 0.11026341125240019 -0.061035010889697087 0.059844480041035465 -0.074081630254131059 0.10404938077822259 -0.060821078422553687 0.051439645546639823 0.0014640278692171246 -0.093263816619609696 -0.016460654432714873 -0.05872337768544194 0.077798232586062555 0.071235466369623801 -0.13338906677311607 -0.0021886710421100985 -0.06539827268583473 0.062087803852336032 0.02295451731098485
leaf_weight=0.93086084449896489 1.0531534259789612 3.8935171333123426 64.949692264329769 1.4187606768682597 1.255520703663932 4.1838749777780384 2.7548197340220213 2.0515362403093595 0.58056778606260218 3.9805478441412552 3.2233253640588364 3.3882116246968508 0.96966634925774986 0.76678741967771202 1.4370680605061341 1.0556527115404595 0.96146428072825152 2.828784878598527 4.0157468877732736 3.4987415352807174 1.6763784277718512 3.2247224519960591 1.5248851829383046 2.538507011719048 1.7083745761774478 0.74453297758009274 2.4685925402445719 1.1174524025773345 1.4625058043748138 0.58710162226270757
leaf_count=23 22 71 1904 20 20 168 39 32 15 35 39 35 11 25 14 10 7 32 38 52 24 32 30 22 16 19 22 70 11 42
internal_value=-3.26431e-05 0.00269077 -0.00251862 0.0394792 -0.000866637 7.16459e-05 -0.00152938 -0.00790723 -0.0394091 0.00157878 -0.00864387 -0.0050647 0.0427149 -0.00589846 0.00108202 -0.00385103 0.000764578 -0.00581136 0.00958439 -0.00972117 -0.0292212 0.0231277 0.00752786 0.0250572 0.00914887 -0.0128244 -0.0334982 0.0313609 0.00985171 -0.0349668
internal_weight=126.251 60.2485 66.0028 5.31228 54.9362 54.0054 52.7498 33.516 7.75677 25.7593 21.7787 5.70523 2.31702 1.34736 18.5554 17.1183 16.0627 15.1012 19.2338 7.92994 5.17512 11.3039 7.28811 5.76323 9.80384 4.92841 5.29738 4.87543 3.16706 1.70455
internal_count=2900 974 1926 91 883 860 840 603 118 485 450 86 51 40 411 397 387 380 237 115 76 122 84 54 326 187 54 139 123 112
is_linear=0
shrinkage=0.1


Tree=198
num_leaves=31
num_cat=0
split_feature=1 1 4 0 1 4 1 1 4 0 1 1 1 0 0 1 1 2 2 2 2 1 4 4 4 0 3 3 3 1
split_gain=0.0775794 0.55523 0.668617 0.554086 0.535922 0.473668 0.464931 0.598633 0.458087 0.441527 1.43782 0.592331 0.605637 0.416589 0.587883 0.369671 0.54937 0.331189 0.67643 0.626041 0.564902 0.654687 0.502372 0.61918 1.35473 0.392642 0.358652 0.503465 1.18085 0.679078
threshold=69.873026810350026 70.085415002650009 38.238138001450004 94.964406541850011 70.182199495350019 38.386256906100009 70.73871032835001 70.96454081135002 42.541806567400009 93.262612545250008 68.961639504150014 69.276189105400007 68.321786469100019 95.071944867050021 96.588235252600015 72.953999827850012 77.52437864960001 0.06041500000000001 -0.0039949999999999994 0.090855000000000033 0.13860000000000003 80.677940036650014 38.828362408050005 39.211875820650008 39.893178577750007 105.70748523110002 0.11906000000000001 0.088670000000000013 0.087265000000000023 71.52105164435001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 -3 -4 -6 8 -8 -7 10 -1 12 -11 -5 -15 -16 -17 18 22 -19 -21 -22 -9 -24 -25 -23 27 28 29 -26
right_child=1 2 4 13 5 6 7 17 -10 11 -12 -13 -14 14 15 16 -18 19 -20 20 21 25 23 24 26 -27 -28 -29 -30 -31
leaf_value=0.0017554469851605277 -0.054837202825828657 -0.093806776940199052 0.059249268970559758 0.081029992252323019 0.05466033030019718 -0.10944276976089018 0.06874698521115051 -0.093918040898987171 0.0023636744285236416 -0.072295644163670583 -0.10691949022392228 0.058672759628906515 0.048365104333903716 -0.11794242799216839 0.035335377430279993 -0.11177974773462912 -0.0045710761192584159 0.086304298723675843 -0.10844088289566541 -0.10469651981578415 0.055584771148837933 -0.10693189969157305 0.054046540336840171 -0.11463950307224953 -0.11128876701672115 0.010108203835838041 0.051610066079252594 -0.024164594643446082 0.077535866793885189 0.0011912562938205229
leaf_weight=75.317054225919492 2.0031991773284963 1.1747190634014248 1.6807025479502034 0.3971316460520028 1.5937418040848559 0.76877896604128071 1.266976660524963 0.596701919574122 0.70021931949304417 0.88851584316580445 1.2374381298432116 2.9594731290126219 0.78220072947442532 0.59818901331163932 1.1693296879529955 0.65035644306772189 1.8032874591041261 1.1749583003693249 0.62687447486769343 0.43580917681492826 1.7726269589620645 0.50805430942273211 1.8823828841404999 1.0855742679154925 0.5668921972392188 0.6576884259493454 1.2608623664127652 7.3747428394899535 2.0826806315453714 10.093461222566473
leaf_count=1213 24 52 16 4 18 35 23 29 28 29 14 27 18 18 13 58 260 22 69 86 36 33 30 44 25 36 20 170 30 420
internal_value=-1.92114e-05 -0.00340455 -0.000946942 -0.0324857 0.00410995 0.00141981 -0.00116278 0.00141077 -0.0561486 0.00181247 -1.19076e-06 0.0317991 -0.0158044 -0.0168879 -0.0261001 -0.010936 -0.0329875 -0.00142175 -0.00584471 0.0234392 0.00154829 0.0173062 -0.00326626 -0.00104451 -0.00566085 -0.0409002 -0.000127083 -0.00336966 0.00866494 -0.00479016
internal_weight=125.111 43.9259 41.9227 5.79301 36.1297 34.449 32.8553 31.3863 1.469 81.1847 76.5545 4.63019 1.67072 4.61829 4.22116 3.62297 2.45364 30.1193 25.5702 4.54914 3.37418 2.93837 24.9433 24.3466 22.4642 1.16574 21.3786 20.1178 12.743 10.6604
internal_count=2900 1599 1575 405 1170 1154 1136 1073 63 1301 1227 74 47 353 349 331 318 1050 837 213 191 105 768 739 709 69 665 645 475 445
is_linear=0
shrinkage=0.1


Tree=199
num_leaves=31
num_cat=0
split_feature=3 3 4 1 1 0 1 1 1 1 3 1 2 1 2 4 2 1 2 2 0 2 2 2 3 3 3 3 3 2
split_gain=0.075072 1.14368 0.20978 0.469482 0.438236 0.547071 0.706475 0.604606 0.435148 0.555009 0.341507 0.333769 0.324543 0.568779 0.738818 0.407758 0.254462 0.252849 0.220484 0.154056 0.381024 0.140974 0.130744 0.646188 1.80303 0.593745 0.791307 0.851668 0.67664 0.675234
threshold=-0.093074999999999991 -0.087385000000000004 48.988717865950008 55.855406118200008 58.549241164900003 86.597924839850023 62.095317438950012 61.998532946250002 68.214248143850014 70.96454081135002 -0.15517999999999998 73.365333921800001 -0.080319999999999989 75.085947125300024 0.68694500000000025 46.177190236600005 -0.046474999999999995 62.057679025150001 -0.23361999999999997 -0.22866 97.013011637200023 -0.23378499999999999 -0.065399999999999986 -0.074434999999999987 0.089185000000000028 0.083795000000000022 0.086520000000000027 0.084795000000000023 -0.038009999999999995 -0.0086649999999999991
decision_type=2 2 2 2 2 2 2 2 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 21 7 -7 16 10 -10 -8 -11 15 -14 -15 19 -6 -9 -4 20 -13 -5 23 -3 -25 28 27 -27 -24 -30
right_child=1 22 18 4 5 6 8 17 9 11 -12 12 13 14 -16 -17 -18 -19 -20 -21 -22 -23 25 24 -26 26 -28 -29 29 -31
leaf_value=-0.11686754540988725 -0.12607119937148284 -8.6820162484885002e-05 -0.070066217221577229 0.091136889430773194 -0.12368619172973512 0.090185497471701515 -0.079277544374424691 0.047244265494546751 0.060879549908687748 -0.041803812006142048 0.0076397228982490965 0.085019503948282185 0.10277941809505041 -0.098246624907423738 0.080072109814255291 -0.03961157743919845 -0.03206943740244312 -0.02537641239810743 0.0035378221714387676 0.077597410130208988 -0.066804346791022817 0.032130539663189524 -0.030599317931256833 -0.14231351681799012 -0.001486706218770205 -0.0042418028954750581 0.0030277082228019514 -0.1343280524362753 0.076858613397515763 0.007047194806606644
leaf_weight=0.2879867642986963 0.7264037266431832 66.349401780724975 0.70665664167609066 0.79821388304117136 0.71124168243841268 1.1787263075821091 0.90851519402349368 0.81273776874877501 2.2009464426664636 1.3478006510995326 0.89973040041513541 0.37990325631107769 0.29668652033433707 0.89161407066057996 0.31423998052923707 0.54302537385956373 0.52837863977765598 1.1691439602363969 0.95968809120677068 1.3422843948483207 0.29262305365409702 0.82170327217318007 1.4335746869692227 1.2330458843825898 3.4609834722641608 1.1401032875510311 25.655379129512312 0.90101324984971132 3.1705417739140103 2.4608346178933962
leaf_count=97 33 1341 23 22 46 9 35 10 40 27 13 14 4 81 7 18 9 43 41 49 37 28 33 26 43 29 524 59 48 111
internal_value=-2.86447e-05 -0.00102313 0.00606292 0.00963803 0.011998 0.00622906 0.0172005 -0.0298578 0.00806528 0.0185442 -0.03603 0.00131509 0.015628 -0.0212593 -0.0517776 0.0372965 -0.0846353 0.00440416 -0.0276759 0.0580246 0.0189594 0.0612059 -0.000164609 -0.00262354 -0.0384796 0.0048608 -0.00173995 -0.061666 0.0307375 0.046352
internal_weight=123.923 106.531 17.3918 15.7255 15.4375 13.8176 10.5961 3.2215 9.41737 7.60912 1.80825 5.40818 4.06038 1.50254 1.20585 2.55784 1.23962 1.98188 1.66634 2.01481 0.672526 1.61992 105.805 71.0434 4.69403 34.7614 27.6965 2.04112 7.06495 5.63138
internal_count=2900 2247 653 589 492 442 334 108 325 277 48 237 210 92 88 118 55 53 64 100 51 50 2214 1410 69 804 612 88 192 159
is_linear=0
shrinkage=0.1


Tree=200
num_leaves=31
num_cat=0
split_feature=0 0 1 3 4 4 1 2 0 3 3 4 2 4 1 2 1 1 3 3 1 2 1 1 4 4 1 1 4 4
split_gain=0.0718879 1.17455 0.653743 1.09929 0.621096 0.529444 1.57446 1.00668 0.494569 0.525833 0.667172 0.446186 0.917778 1.35441 0.808989 0.687246 0.506281 0.721098 0.456093 0.40652 0.35788 0.847049 0.689619 0.439808 0.399789 0.378902 0.303003 0.514543 0.378094 0.342218
threshold=90.837623311600012 90.337570099350003 67.649671936450019 0.084795000000000023 38.238138001450004 38.238138001450004 65.111767461350013 -0.14380499999999999 81.917319234750025 0.10236000000000002 0.086520000000000027 38.238138001450004 -0.033594999999999993 34.542090938800008 82.987325570650015 -0.024989999999999998 71.429644067900014 78.220689305400015 0.10236000000000002 0.10500500000000003 69.873026810350026 -0.10098 70.085415002650009 70.182199495350019 38.386256906100009 38.703421923500009 70.73871032835001 70.96454081135002 42.541806567400009 39.211875820650008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 -5 8 -7 -8 19 10 -10 12 13 -4 -15 -14 -17 -18 -19 -1 21 -13 -22 -24 -25 -26 28 -28 -27 -29
right_child=2 -3 11 4 -6 6 7 -9 9 -11 -12 20 15 14 -16 16 17 18 -20 -21 22 -23 23 24 25 26 27 29 -30 -31
leaf_value=-0.080294759105526053 0.02333901070125995 0.058482885294931855 0.020820881483566492 -0.019855760287475283 -0.12765652106692765 -0.0011108295724898034 -0.017331197115091453 -0.15107892385206861 0.0056099721728130499 -0.0054702890407821595 0.077544609756516891 0.068783439779831909 0.10203212433435241 -0.11822835942076733 0.051644551118811013 0.021412998280387813 -0.11655922043661907 -0.065248928471321951 0.076695186397884418 0.072765281091059342 -0.069532530842359885 -0.025060754358327827 0.055068462926969521 0.051196186363992716 -0.079017128837564302 -0.10778923914367625 0.06720089147736702 0.038296894277635128 0.0029133438250122088 -0.002865926633992395
leaf_weight=0.76139255891939583 1.5067815431684715 3.5071180934028225 1.5190455791889688 0.86035704426467452 1.4109534691087899 54.725003778129576 1.0897054644883613 1.1637417413730862 2.1866939073661324 2.8047014372423291 3.1417883856629487 2.5167109358881135 0.68537979979737418 2.3203094099480954 0.31887329532628417 2.7076414171606284 0.81083461194066309 0.41086663228941234 0.50411741892594364 0.22474283911287785 1.3115113251842547 1.5567783452570427 1.6287213815376151 1.56455221257056 0.60421016509463044 0.56568146916106588 1.1965359549503798 2.1863373375126711 0.67865903727943078 26.503356478162004
leaf_count=94 34 46 97 7 44 858 29 42 35 24 34 44 9 135 55 27 24 80 12 5 17 17 15 17 31 30 22 53 22 941
internal_value=-2.84005e-05 0.00208871 -0.00278962 -0.0428877 -0.0868223 -0.000903536 -0.00448403 -0.0864022 0.0214677 0.0295768 0.0480242 0.000265305 -0.0195079 -0.0544055 -0.0977038 0.00884067 -0.00556603 -0.0478935 0.0129563 -0.045412 0.00481564 0.0329187 0.00165672 0.00432981 0.0018481 -0.000584804 0.000937481 0.00295057 -0.0474124 0.000270942
internal_weight=122.973 69.6049 53.3682 3.77809 2.27131 66.0978 56.9785 2.25345 9.11932 8.13318 5.32848 49.5901 9.27707 4.15823 2.63918 5.11884 4.43346 1.72582 0.914984 0.986135 40.3131 4.07349 36.2396 34.9281 33.2993 31.7348 31.1306 29.8862 1.24434 28.6897
internal_count=2900 1167 1733 85 51 1121 929 71 192 93 69 1648 439 287 190 152 143 116 92 99 1209 61 1148 1131 1116 1099 1068 1016 52 994
is_linear=0
shrinkage=0.1


Tree=201
num_leaves=31
num_cat=0
split_feature=3 3 2 4 4 4 3 0 0 1 1 4 3 4 1 0 1 2 1 2 3 2 3 3 2 2 4 4 0 1
split_gain=0.0734115 0.449657 0.868335 0.287769 0.197663 0.354257 0.295387 0.364044 0.803619 0.444725 0.83518 0.244114 0.255007 0.219299 0.329671 0.204346 0.210212 0.178065 0.212602 0.173765 0.759705 0.707109 0.67014 0.782104 0.607188 1.60578 0.594584 0.506959 0.494139 1.00636
threshold=-0.093074999999999991 -0.072169999999999998 -0.25716999999999995 38.441102963850007 41.811877919650009 42.541806567400009 -0.22253999999999999 85.807518149550006 86.135510041400025 71.225321249950014 75.403185184700007 42.654057868200006 -0.1444 40.305698932850007 68.214248143850014 98.327667663000014 85.371987932400017 -0.23871499999999998 74.292851976800009 -0.065399999999999986 0.083795000000000022 -0.0086649999999999991 0.086520000000000027 0.084795000000000023 -0.053019999999999991 -0.036264999999999999 34.823977857500005 39.852039223600009 86.232294534150014 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=4 2 -2 -4 6 -6 7 -1 -9 -10 -11 -7 17 14 -8 -12 -17 18 -13 28 21 -21 23 -22 27 -26 -27 -24 -3 -30
right_child=1 19 3 -5 5 11 13 8 9 10 15 12 -14 -15 -16 16 -18 -19 -20 20 22 -23 24 -25 25 26 -28 -29 29 -31
leaf_value=0.05382504927979135 0.070066000813170312 0.011631532897679217 -0.019642084532113118 -0.10030745919702169 -0.070020553526717308 0.076162213551068378 -0.021473595369595522 -0.13274848304297246 0.028529059481048391 -0.126128517010868 0.089013835909753175 -0.10954153662600533 -0.078744814005191996 0.073169100101958692 0.049514007804577431 -0.058615302544059548 0.059279192952868612 0.007097971531820531 0.041681437995928571 0.067253129769337949 -0.0035102079064299099 -0.00012303819538632402 0.072364623851448026 -0.13135926013170637 -0.087297281632632229 -0.074024869370091576 0.0090128065165674173 0.0089237686916732416 -0.042802737921844553 -0.0022144730638141868
leaf_weight=1.0635135494885615 0.53707284634583663 17.532717599498937 0.66528948390350606 1.3191695513305601 0.78196264654252345 0.40775437070260512 1.0867903632242839 0.48577207745984186 2.6033055907464586 0.64605336261229218 0.30464361887425184 0.28594483241613478 0.4220209104641971 1.1593623641820157 1.6435853223774755 0.37298377165279817 0.25439753934551845 5.0871804713606261 0.13775523251388222 3.4915785967132251 1.1297411488340028 2.8122811836524297 2.0270856897113871 0.83003656375876733 2.1183603524259587 0.90853851302722333 16.946708226675128 3.3269039111328311 7.0856335695134467 44.308734893023257
leaf_count=63 9 270 21 58 43 9 37 8 38 18 5 64 62 21 40 36 46 155 8 53 29 123 23 59 47 39 376 39 61 1040
internal_value=-3.67504e-05 -0.00101698 -0.0427358 -0.0732644 0.00611288 -0.00651478 0.015462 0.00102566 -0.0110058 0.0031376 -0.0387499 0.00131708 -0.00382685 0.0367307 0.0212583 0.0218185 -0.0108101 0.00191034 -0.0603753 9.13e-06 0.00590656 0.0371952 -0.00132167 -0.0576589 0.00303754 -0.00497878 0.00478755 0.0329432 -0.00286495 -0.00781029
internal_weight=121.783 105.04 2.52153 1.98446 16.743 7.12262 9.62041 5.73067 4.66716 4.18138 1.57808 6.34066 5.9329 3.88974 2.73038 0.932025 0.627381 5.51088 0.4237 102.518 33.5912 6.30386 27.2874 1.95978 25.3276 19.9736 17.8552 5.35399 68.9271 51.3944
internal_count=2900 2247 88 79 653 341 312 214 151 143 105 298 289 98 77 87 82 227 72 2159 788 176 612 88 524 462 415 62 1371 1101
is_linear=0
shrinkage=0.1


Tree=202
num_leaves=31
num_cat=0
split_feature=1 1 1 3 0 0 1 3 3 2 2 4 3 4 1 2 2 4 4 4 2 2 2 2 4 4 1 0 4 4
split_gain=0.0694206 0.986876 1.22245 0.670057 0.603014 1.2079 0.810958 0.476917 0.42844 0.34807 0.596188 0.2915 0.941061 0.669445 0.581568 0.558561 0.369015 0.319527 0.752499 0.364897 0.40632 0.700699 0.934303 0.932402 0.767768 0.632586 0.550209 0.492189 1.38258 1.31372
threshold=66.697957758300021 66.318885161900013 65.727424373200009 0.25847000000000003 92.031298721500022 90.259604813550013 67.649671936450019 0.21240500000000004 -0.16319499999999998 0.20327000000000003 0.13860000000000003 38.115457128050004 0.085590000000000013 39.268993001500007 65.461267018300006 -0.12350999999999999 -0.094344999999999998 39.56957118270001 40.12915366295001 40.621691032550004 -0.0039949999999999994 -0.033594999999999993 -0.058529999999999992 -0.065399999999999986 41.169697216150006 41.919251152600005 61.907125369850007 86.232294534150014 42.102795028150005 42.487106141350004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -6 -8 10 11 12 14 -13 15 -1 -14 -15 -19 -20 21 22 23 24 -21 -23 -22 28 -26 -29
right_child=3 -3 -4 -5 7 -7 8 -9 -10 -11 -12 13 16 17 -16 -17 -18 18 19 20 26 25 -24 -25 27 -27 -28 29 -30 -31
leaf_value=-0.069055144421594036 0.093181100370117953 0.058283730480844599 -0.095591235010117431 -0.11044829530961053 7.8845977636152176e-05 -0.097862042046442665 0.021820092010314398 0.083831115113764731 -0.12569169350361895 0.04760081536479243 -0.063474271735058277 -0.048353472577710041 0.012348574655679578 0.045405472561361959 -0.14096675845523887 0.087676896476186206 0.064551975498653241 -0.051079591513770499 0.030839143301966687 -0.065450716725093491 0.031280641933714708 0.087035091078755095 -0.059655286079323855 0.064511718137048771 0.057365983069723972 0.0059975755396274501 -0.085268113037762203 -0.045388078899134827 -0.0054078113231606183 0.015504326526651221
leaf_weight=0.56228445668602922 0.7913305647671216 2.9850729983299962 1.3247970429947589 0.57181106472080401 47.358680612845774 1.8189188077085416 0.40366337791783735 0.68981103763871843 0.38439115143773961 1.5937783041381397 1.4333663802826766 2.7941248670686027 2.5439680551062338 1.6346315236296494 0.47890922892838717 0.38176111737266094 2.8950441431225045 2.6797294679563484 4.3937941571930414 1.7804853683337416 0.61242540757303388 1.7753566515166377 2.578628473362186 2.2824494796805075 5.0640617418102982 2.1058604263162124 1.1962355427094733 6.3569145621731868 11.422886595217276 8.0042410122696293
leaf_count=80 8 34 33 39 1585 67 10 15 35 37 33 37 33 15 6 6 35 37 56 25 71 28 37 19 49 57 34 53 257 69
internal_value=-3.71017e-05 0.00204529 -0.000502309 -0.00279451 -0.00159798 -0.0423072 0.0216731 0.00128124 -0.0501321 0.00144862 0.000280639 0.0017655 0.0211933 -0.000672476 -0.0512084 -0.00567452 0.0401351 0.00189512 0.000479816 0.00338407 0.000590346 0.00261862 -0.0015688 0.00272163 -0.00160074 0.043066 -0.0458039 0.00208455 0.0138735 -0.0114495
internal_weight=120.899 68.8808 65.8957 52.0186 51.4468 3.3983 1.57939 48.0485 0.788055 64.5709 62.9772 61.5438 6.86197 54.6818 1.42295 0.944046 5.43901 51.8877 50.2531 47.5733 43.1795 41.3709 37.4897 34.911 32.6286 3.88122 1.80866 30.8481 16.4869 14.3612
internal_count=2900 1141 1107 1759 1720 120 53 1600 45 1074 1037 1004 160 844 92 86 68 807 792 755 699 594 509 472 453 85 105 428 306 122
is_linear=0
shrinkage=0.1


Tree=203
num_leaves=31
num_cat=0
split_feature=0 0 0 3 3 3 3 0 2 2 2 3 2 3 3 4 0 0 3 2 3 3 0 4 1 4 0 2 0 3
split_gain=0.0842963 0.324686 0.269617 0.22196 0.378046 0.852773 0.294487 0.2928 0.303214 0.549373 0.341466 0.332924 0.698854 0.481118 0.338973 0.399852 0.212635 0.315579 0.202673 0.163967 0.837404 0.426992 0.129911 0.705767 0.38389 0.272181 0.22867 0.557935 0.294758 0.236882
threshold=85.716110573100011 85.807518149550006 85.694602908050015 0.11467000000000002 0.10045500000000003 0.093480000000000021 0.092095000000000024 85.656964494200011 -0.082885 -0.01762 -0.084239999999999995 0.083415000000000031 -0.117115 0.077600000000000016 -0.15684499999999998 38.052786106700005 78.626646483100004 67.04476885710001 0.089475000000000013 -0.23361999999999997 -0.23958499999999999 -0.5582649999999999 85.968825637350008 40.621691032550004 61.885617704800005 42.674081447500008 86.232294534150014 -0.048664999999999993 86.280686780500005 0.08594000000000003
decision_type=2 2 2 2 2 2 2 2 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 18 3 4 5 6 7 8 10 -10 11 13 -13 14 19 -16 17 -11 -2 20 21 -1 23 -3 -24 -25 27 29 -28 -26
right_child=1 22 -4 -5 -6 -7 -8 -9 9 16 -12 12 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 24 25 26 -27 28 -29 -30 -31
leaf_value=0.019603778159571816 0.046651181131866122 0.020274085990426072 -0.062690047944341146 -0.053899587532080531 0.032916718506880764 -0.080534386540764835 0.065488242705066826 -0.061400734013526082 -0.11498964850046983 0.10198066722290755 0.085396945545790512 0.038880252161045285 -0.11695245445428804 0.061935562758757161 0.049103413303661608 -0.082260365909463964 0.04899921116288012 -0.10435484088761803 0.0062725203154211547 0.0385787651395205 0.092776100380108584 -0.1156873217590062 -0.059890460072832552 -0.11330063021806439 0.059771934987436805 -0.024176114177293252 -0.056982551547624487 -0.021897007567198062 0.00029268656112673997 0.015365563509741607
leaf_weight=0.38163990870816111 2.4244728013873091 1.867497683502733 0.8176068798638888 0.83494044869439754 2.6961924579227334 1.4457601657195471 0.67132635298185128 0.78864566399715919 0.58081300940830261 0.10150960148894117 0.56178818258922536 0.53714948064589407 0.61991288786521159 1.5426037185534367 0.31299163391122486 0.89227240459877066 0.54636176337226061 0.27475578824396507 2.550986347720027 1.4633437947741184 0.53114942733373038 0.60010149982190342 1.0432501173345361 0.77423544123303123 2.4254447808489203 0.61472492688335478 0.90800059586763282 2.3246090402826658 86.139498836465464 2.3800750793889165
leaf_count=20 18 18 12 30 39 37 12 20 29 3 5 25 21 22 30 69 31 88 23 35 11 41 18 31 21 14 11 33 2109 24
internal_value=-2.55658e-05 0.0010248 -0.0067328 -0.00375872 -0.000881091 -0.00856962 0.00142847 -0.00298908 0.00216005 -0.0388019 0.0104342 0.00431408 -0.0446094 0.0142034 -0.00340554 -0.0481469 0.00915995 -0.0486893 0.0259485 0.014713 -0.00837111 -0.0630946 -0.000234445 -0.0198747 0.000437233 -0.073856 0.00110551 0.0183226 -0.000304757 0.0377784
internal_weight=119.654 103.453 16.2009 15.3833 14.5483 11.8521 10.4064 9.73504 8.94639 1.50344 7.44295 6.88116 1.15706 5.7241 4.1815 1.20526 0.922627 0.376265 4.97546 2.97623 1.51289 0.981741 98.4773 3.25646 95.2209 1.38896 94.1776 7.13013 87.0475 4.80552
internal_count=2900 2320 580 568 538 499 462 450 430 151 279 274 46 228 206 99 122 91 41 107 72 61 2279 63 2216 45 2198 78 2120 45
is_linear=0
shrinkage=0.1


Tree=204
num_leaves=31
num_cat=0
split_feature=0 0 0 4 4 4 1 4 2 4 3 2 1 4 4 2 2 0 3 3 3 2 3 3 2 1 0 2 2 2
split_gain=0.0711573 0.266795 0.220946 0.187591 0.772445 0.451884 0.413446 0.370189 0.287299 0.511228 0.262058 0.597053 0.338374 0.311382 0.262551 0.23431 0.661539 0.27127 0.189379 0.171263 0.134512 0.128597 0.125711 0.872974 1.0103 0.499361 0.460095 0.388817 1.22306 1.01609
threshold=85.716110573100011 85.807518149550006 85.694602908050015 42.508878681700004 42.773538294100007 43.812290675100009 61.885617704800005 42.178283198950005 -0.088099999999999998 48.315732392000008 -0.11050499999999999 -0.12350999999999999 57.960468834350003 38.052786106700005 39.468990633150007 -0.087910000000000002 -0.074434999999999987 85.253695774650012 -0.25095999999999996 0.089475000000000013 -0.23958499999999999 0.18145000000000003 0.093295000000000031 0.092095000000000024 -0.088514999999999996 61.944763783650011 86.001087134900004 -0.071129999999999985 -0.083794999999999994 -0.054494999999999995
decision_type=2 2 2 2 2 2 2 2 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 19 3 7 -5 6 -6 10 9 -7 14 13 -13 -12 18 -14 -17 21 -1 -2 -11 -18 23 -3 -25 -24 -27 28 -28 -29
right_child=1 22 -4 4 5 8 -8 -9 -10 20 11 12 15 -15 -16 16 17 -19 -20 -21 -22 -23 25 24 -26 26 27 29 -30 -31
leaf_value=-0.10643065322367751 0.043002090879082994 -0.00041055148995649171 -0.057315722130155525 0.079791894687059717 0.0041422397880411408 -0.084204103932325733 -0.11081327049042372 -0.079867763800742439 0.064108590054003697 -0.0079451130892306647 0.0066639499075027394 0.058621670191663811 -0.048424621870172935 -0.11690237467553546 0.073234140841631726 0.077057504826217177 -0.083599997496705922 0.014058014923768365 0.028385338703256477 0.0056537453861547089 0.037507803779545226 -0.022860129683991641 0.045658592066976818 0.010445453316816998 -0.11528099647399739 -0.070300615055828033 0.0041405085694149104 0.062303472600852221 -0.074081232276124703 -0.00017251293023668238
leaf_weight=0.17187727643977269 2.3701548110693684 62.441197086959846 0.80551367672160346 1.2513791091623723 0.56370082360990614 0.63994442496914405 0.70310546772088856 0.76300775207346294 0.76212667233085118 1.2599593391641977 0.2780510109387222 0.80194452607247413 1.2639929652214021 0.76508319028653204 0.73411940372898243 0.86986652947962051 0.70057721587364186 1.0424414991866795 0.26460358120675465 2.5473629152402282 1.3473033753689376 0.69370971428361372 2.7428818853804833 1.1464014504394984 1.4444507658699866 0.87623152564629236 13.382551804642619 3.4680375152383922 2.3498961396671794 10.438944970529631
leaf_count=38 18 1571 12 25 46 62 58 31 28 19 34 21 25 34 36 9 34 14 18 23 23 13 26 22 35 27 294 41 51 212
internal_value=-2.94955e-05 0.000924144 -0.00630557 -0.00354359 0.00915635 -0.00759677 -0.0596606 -0.0134725 0.00885354 -0.00411494 -0.00679463 -0.0147337 -0.00129161 -0.0839653 0.0367166 -0.0118038 0.00219496 -0.0245296 -0.0247025 0.023655 0.0155427 -0.0533796 -0.000213088 -0.00277061 -0.0596495 0.00478776 0.00111411 0.00322534 -0.00754318 0.0154074
internal_weight=118.89 103.208 15.6823 14.8768 6.52752 5.27614 1.26681 8.34927 4.00933 3.24721 7.58627 6.41567 5.37253 1.04313 1.1706 4.57059 3.30659 2.43673 0.436481 4.91752 2.60726 1.39429 98.2906 65.032 2.59085 33.2585 30.5157 29.6394 15.7324 13.907
internal_count=2900 2320 580 568 261 236 104 307 132 104 276 184 116 68 92 95 70 61 56 41 42 47 2279 1628 57 651 625 598 345 253
is_linear=0
shrinkage=0.1


Tree=205
num_leaves=31
num_cat=0
split_feature=0 3 3 3 1 1 3 3 1 1 0 3 4 1 1 0 1 1 1 0 4 2 0 4 0 2 4 3 0 2
split_gain=0.0689902 0.300351 0.259443 0.278508 0.255163 0.213926 0.416631 0.184497 0.267588 0.206262 0.103166 0.355865 0.375413 0.151159 0.103255 0.233221 0.508978 0.210128 0.364873 0.188246 0.563768 0.501296 0.295678 0.461196 0.289863 0.975073 0.287987 0.256036 0.228119 0.217286
threshold=76.591483678350016 0.078935000000000019 -1.0000000180025095e-35 -0.11050499999999999 57.729261435100007 59.74022811670001 0.087405000000000024 -0.25445999999999996 55.788194664950005 55.855406118200008 83.992808911450012 0.096845000000000028 42.131954243650007 61.614083433650009 61.767325547050007 85.613949164150014 61.917879202350001 61.917879202350001 61.923256118600001 85.807518149550006 42.102795028150005 -0.084239999999999995 85.968825637350008 40.337496327150006 86.232294534150014 -0.048664999999999993 42.622319549950006 0.08594000000000003 86.280686780500005 -0.068524999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 6 -6 8 -1 -9 11 12 -7 -12 -15 16 -16 -17 -19 20 -20 -22 23 -21 25 27 -25 -24 -26 -30
right_child=4 -3 -4 -5 5 10 -8 9 -10 -11 13 -13 -14 14 15 17 -18 18 19 22 21 -23 24 26 28 -27 -28 -29 29 -31
leaf_value=0.030205971978686876 0.050694104507658683 -0.080988730718423219 0.086293700035716972 -0.10518230294099216 0.017640968128527622 -0.10397715369392475 -0.10983157613323187 -0.029401677638468127 -0.10851873992837212 0.046674093114470364 -0.036598796974548521 0.084092082507987526 0.037486245262250417 0.028640560499401876 0.0014157943172215231 -0.02333012808323261 -0.078596969128215483 0.066937321321430085 0.042567435886607684 0.017939653590770235 -0.046701025417410731 0.034793039887301015 0.072903421828416234 -0.1156127876040965 -0.051134024014491998 -0.035080828300082627 -0.023064789546053885 0.024203784389718201 -0.003900514746854981 0.0066871313171356569
leaf_weight=0.24670529972718336 0.99895488604670291 0.56054674326151133 0.30517748184502025 0.28075922818243304 0.51738513362943084 0.30574402873935358 0.50829495360085275 0.56205191587468994 0.31862879823893309 0.97397958498913795 1.1168144841794845 0.61801893039955758 0.48545515044679632 1.2775835897773493 2.4079357946757223 3.46158071712125 1.1869012674942494 0.850769042968749 3.8660485872533163 0.95218727458268348 1.9043597329000479 1.2504507299745453 2.1513194544240832 0.72857812664005883 0.88590025762095947 2.064981277100741 0.62437327764928341 2.1669974545948207 54.346362835558679 30.129865593647551
leaf_count=47 15 40 4 59 20 47 29 39 45 20 22 17 25 12 24 36 71 6 34 11 35 19 18 27 11 31 15 22 1321 778
internal_value=-3.2184e-05 -0.0144049 -0.000516089 -0.0116374 0.000374415 -6.7269e-05 -0.0455304 0.000860927 -0.0479809 0.0188371 0.000346189 0.0272335 -0.0171796 5.97918e-06 0.000376759 4.54151e-05 -0.0250019 0.000899825 0.00172275 0.0011738 0.0169693 -0.0143998 -5.3302e-06 -0.0353784 0.000883431 0.0214383 -0.0729028 0.0484652 -0.00065364 -0.000124253
internal_weight=118.055 3.24785 2.6873 2.38212 114.807 113.808 1.02568 2.10137 0.565334 1.53603 112.782 1.40922 0.791199 111.373 110.256 108.979 3.59484 105.384 101.922 101.071 7.02086 3.15481 94.0506 2.30514 91.7454 6.3833 1.35295 4.31832 85.3621 84.4762
internal_count=2900 254 214 210 2646 2631 49 151 92 59 2582 89 72 2493 2471 2459 95 2364 2328 2322 88 54 2234 53 2181 71 42 40 2110 2099
is_linear=0
shrinkage=0.1


Tree=206
num_leaves=31
num_cat=0
split_feature=4 4 4 2 2 4 2 4 3 2 3 2 4 4 2 3 2 0 0 4 4 1 0 4 4 4 3 3 4 1
split_gain=0.0706258 0.648544 0.630627 0.339676 0.317513 1.06284 1.01618 0.451507 0.427005 0.870459 0.855299 0.755373 0.718158 0.482583 0.726537 0.501087 0.789433 0.76012 0.526304 0.855847 1.23505 0.399368 0.806822 0.328047 0.311962 0.293383 0.421712 0.408033 1.08645 0.440259
threshold=40.259171735100004 40.21994457600001 40.496232821400007 -0.046474999999999995 -0.057185 40.036761086100007 -0.054494999999999995 40.12915366295001 0.088280000000000011 -0.11808 -0.085699999999999998 -0.12350999999999999 38.828362408050005 39.852039223600009 -0.50001499999999999 0.10575500000000003 -0.11911999999999999 89.458444290650007 91.821598987350015 38.238138001450004 34.997818021800008 61.82916008405001 85.872041144650012 38.115457128050004 37.858673296900008 38.592454371550012 0.10970500000000002 0.084795000000000023 37.064694648750013 69.563854125350005
decision_type=2 2 2 2 2 2 2 2 2 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 8 -6 21 9 11 -11 12 23 14 -10 18 -17 -18 -16 20 -20 -8 -23 -1 -12 26 27 -24 29 -29
right_child=2 -3 -4 -5 6 -7 7 -9 13 10 24 -13 -14 -15 15 16 17 -19 19 -21 -22 22 25 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.030607152217330305 0.064923618481636622 -0.093391301677483635 -0.00028647222966120977 0.0020172131446389843 0.098465753982599699 -0.10519922925184935 0.046570249916864079 0.066140869439588384 -0.060024104510678022 0.0095929101444339054 -0.058076730825037032 0.10472437802946295 0.034642037621098284 -0.046286758862459421 0.057166488927926432 0.046416048220101355 0.016984290615810207 -0.13710123538757915 0.058785098192092856 0.036110967912678642 -0.1228155618439748 -0.12796728253713865 0.018952850383241675 -0.12811584493125264 -0.13120081288825966 -0.022476591813844059 0.056858518938181647 -0.15080058642882066 0.043262794404691107 -0.041453170900875753
leaf_weight=1.5192112054842279 2.3557598086699731 0.78511766017254458 72.658170403285567 1.3504266269665084 1.1771024836925814 1.0979802446599922 1.4954560172045592 1.0290723361540575 1.2545279857108642 1.1665719249795077 1.1471174843427472 0.66406140018807525 1.802544352103723 1.581469527513035 4.1054465361376042 0.97380767755794329 0.55199909862130769 0.76225179325206227 0.61258461740385406 3.6036763613738003 0.96355910015245172 0.53739325939386517 3.7373283716551651 0.44640643638740574 1.1872507158113874 4.7425514463575382 1.4926883382468075 0.63715595752000831 1.094111084443284 0.87230196166660789
leaf_count=185 32 12 1784 28 13 27 28 12 55 25 30 7 43 19 43 19 8 53 24 41 40 17 102 18 24 104 22 5 25 55
internal_value=-3.21159e-05 -0.00337773 0.00176593 0.0420024 -0.00162217 -0.0091442 0.0088636 0.0021191 -0.00442375 -0.0230553 -0.0603262 0.00638433 -0.0109461 0.005834 0.0122597 0.0200951 -0.021822 -0.0723837 0.0304242 0.00922871 -0.0522346 -0.00239066 -0.00797413 -0.0527521 -0.0952674 -0.00284668 0.00903752 -0.00221985 -0.0326125 -0.0876097
internal_weight=117.405 41.0407 76.3644 3.70619 40.2556 23.4405 16.8152 15.6381 22.3425 7.93316 3.50094 4.43222 3.76816 14.4093 12.8279 11.5733 2.28806 1.31425 9.28527 5.17982 1.57614 14.609 13.1135 1.96562 2.33437 12.5761 7.83359 6.3409 2.60357 1.50946
internal_count=2900 1056 1844 60 1044 661 383 370 634 332 79 253 246 302 283 228 80 61 148 105 64 358 330 203 54 313 209 187 85 60
is_linear=0
shrinkage=0.1


Tree=207
num_leaves=31
num_cat=0
split_feature=2 2 1 4 4 3 3 1 0 1 0 3 1 0 1 1 0 2 2 0 4 0 0 0 0 0 1 3 3 2
split_gain=0.0732238 0.369649 0.74487 0.344178 0.373538 0.452996 0.352308 0.449759 0.746014 0.421172 0.346865 0.671427 0.36926 0.405726 0.401687 0.788383 0.301948 0.245543 0.483944 0.589721 0.228099 0.225678 0.242067 0.225055 0.391683 0.401843 0.636269 0.180105 0.54264 0.483652
threshold=-0.16297999999999999 -0.15009499999999998 86.858705278550005 39.091773401050006 37.272044000450002 0.084365000000000009 0.088105000000000017 71.381251821550009 86.780739992750014 78.285212300550015 95.897301513100004 -0.072169999999999998 72.026481772850005 91.625341543800019 62.030794443850006 57.129735272050006 97.835679825150024 -0.14228499999999997 -0.14380499999999999 87.29692395375001 44.215931556700006 87.735142629050017 92.851278451300018 96.588235252600015 89.872466842800023 89.219171517050015 61.767325547050007 0.13062500000000002 0.11614000000000002 -0.055714999999999994
decision_type=2 2 2 2 2 2 2 2 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 21 4 23 -6 10 8 -8 16 12 20 13 14 15 -5 -9 18 19 -3 -12 -2 -23 24 25 26 -1 28 -19 -30
right_child=1 17 -4 6 5 -7 7 9 -10 -11 11 -13 -14 -15 -16 -17 -18 27 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.069248945341574705 -0.19983284063008533 -0.061882874786149393 0.022423076120835727 0.009289400562319701 -0.00045548643869140016 -0.11950909920377967 -0.0062009688205366372 0.008149340961326362 0.077749659558945167 0.043811299568723872 0.049194557639523379 -0.12521901443686353 0.068383072450845475 -0.076456445445522728 0.036071349293139515 -0.11111108593678364 -0.078147958798123862 -0.00068857217223207033 0.079565035555070829 0.048942750854070072 -0.041940373823067117 -0.0086989315751467601 -0.1116889790487926 0.053285014912589294 -0.10985556792191041 0.081668738008900954 -0.12988641226314088 0.021297132414762235 -0.089088769664528722 -0.001360036664332002
leaf_weight=0.29172010213551736 0.17504540085792486 0.90089707326842483 0.98763250168485672 2.6076438377931503 0.58161899076367241 0.70944306452247474 1.6683615661459033 0.78176982892910041 2.8958263042732142 1.0872301084380067 0.56507854612937058 0.62029791872282647 0.88600876765849523 0.63357838490628626 2.7256859591288958 0.68716805068834208 0.84228897979483008 85.333010473692866 1.1312233630451365 1.0280340987628731 0.53431857720715925 0.34444112749770261 0.67633133727576933 0.61634977246967526 0.35692341101821501 0.46333323791623116 0.35657416568574263 3.4364113947513024 1.3337563197237616 1.1883087977330422
leaf_count=41 2 24 95 88 26 39 31 19 33 42 23 60 29 33 48 38 22 1764 12 36 27 4 94 74 17 6 28 90 25 30
internal_value=-2.9729e-05 -0.00116859 -0.0418462 0.00549177 -0.0236053 -0.0658759 0.0114324 0.0278999 0.0470629 -0.00435929 -0.00150612 -0.0420329 0.00773698 -0.000338217 0.00767223 -0.0158214 -0.0366072 -0.000227241 0.027636 -0.00281777 0.00490202 -0.0949265 -0.0769369 0.00257048 -0.0187144 0.0105494 -0.0402793 -0.00116124 -0.00203969 -0.0477541
internal_weight=116.446 96.5351 2.18345 19.9112 3.37596 1.29106 16.5353 7.27548 4.56419 2.71129 9.25978 1.7197 7.54009 6.65408 6.0205 3.29481 1.62406 94.3516 3.06015 1.92893 1.0994 1.19582 1.02077 2.0849 1.46855 1.11163 0.648294 91.2915 87.8551 2.52207
internal_count=2900 2176 195 724 231 65 493 147 64 83 346 110 236 207 174 126 41 1981 72 60 50 100 98 166 92 75 69 1909 1819 55
is_linear=0
shrinkage=0.1


Tree=208
num_leaves=31
num_cat=0
split_feature=2 2 1 2 1 1 1 0 0 0 3 3 3 2 0 3 3 4 3 2 3 3 3 3 3 2 3 1 0 3
split_gain=0.0742142 0.471421 0.35684 0.282441 0.579543 0.269497 1.00333 0.377314 0.337487 0.162686 0.141118 0.189982 0.370007 1.10552 0.365316 0.361645 0.342589 0.182219 0.180903 0.351133 0.217106 0.293772 0.279232 0.449089 0.636196 0.142573 0.381111 0.320643 0.673361 0.323693
threshold=-0.58350999999999986 -0.50001499999999999 72.496961945650014 -0.26138499999999998 62.305017173150013 75.645146416450004 78.285212300550015 93.262612545250008 101.33605231100002 101.83879398140002 0.43644500000000008 0.21240500000000004 0.11614000000000002 -0.031989999999999998 87.393708446500014 0.11308000000000003 0.11048000000000002 40.982542372850013 0.10818500000000002 -0.25089499999999998 0.10500500000000003 0.10661000000000002 0.10332500000000001 0.10236000000000002 0.10176000000000003 -0.16030499999999998 0.089580000000000021 72.026481772850005 90.837623311600012 -0.21013499999999999
decision_type=2 2 2 2 2 2 2 2 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 7 -7 -1 -8 -10 11 12 15 17 -13 16 18 -14 19 -5 22 -22 23 24 25 26 27 28 -21 -29
right_child=1 3 -4 10 -6 6 8 -9 9 -11 -12 14 13 -15 -16 -17 -18 -19 -20 20 21 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0089392126445051907 -0.019425933114213628 0.091935536464894607 -0.11068986823468102 -0.079803464236837082 -0.014280549466396512 -0.13654243892980372 0.062220734434977769 0.057237871806611711 0.063709331983576867 -0.10271908207598153 -0.040735966158183 -0.020928275165436615 -0.10197489627097163 0.052086452631615411 0.057665283874251176 0.047983254137108446 -0.045557581334937543 -0.044189885648707163 0.039975912367940236 0.005367747191618772 -0.059104937252463276 0.0049806495602418861 0.030753333137336688 -0.052115904846039909 0.073587408214821362 -0.0013411171934695292 0.060922642064990817 0.073758118458353658 -0.089198481919836037 -0.0033487459797303118
leaf_weight=1.5614250972867005 1.3036380232952058 0.99307672267605029 0.6381439393292111 0.55003217257944825 1.064158192666582 0.52087266248418007 0.8651669103419406 1.9221887830135527 0.079132129438221455 0.22786525428318782 0.86104450138486655 0.96581472700927351 1.1371015734912369 1.0139890375721723 1.5256532402618175 1.567248738661873 1.6542885985156761 1.0492718327441251 1.1378048087935884 5.3080176871171556 1.4190508793185466 1.4423477250129506 3.0835065776482216 1.61453175486531 1.1945413993671525 76.614446177516143 1.3452509872731742 1.1282658113632353 0.87743558597867366 1.0521411617246483
leaf_count=32 39 19 57 59 41 19 14 27 2 76 24 17 28 29 41 25 36 20 28 199 29 26 38 19 17 1774 23 26 42 74
internal_value=-3.29486e-05 -0.000580982 -0.0494188 0.000292251 0.0369925 0.0116696 -0.0210595 0.027576 0.0302574 -0.0598202 -0.000416401 -8.7893e-05 -0.000746715 -0.0342174 0.0271986 0.000324585 -0.000434323 -0.074243 0.000337083 -0.000134542 0.000326341 -0.0268013 0.00116807 0.000144605 0.00110868 0.000105749 0.0115206 0.00357663 -0.00804692 0.0365507
internal_weight=115.717 110.541 1.94178 108.599 2.05723 5.17665 1.69304 3.48361 1.17216 0.306997 106.542 105.681 103.189 3.20036 2.49147 99.9889 98.4217 2.18637 96.7674 95.6296 95.0795 2.8614 92.2181 89.1346 87.5201 86.3256 9.71111 8.36586 6.18545 2.18041
internal_count=2900 2730 96 2634 60 170 111 59 92 78 2574 2550 2492 77 58 2415 2390 48 2354 2326 2267 55 2212 2174 2155 2138 364 341 241 100
is_linear=0
shrinkage=0.1


Tree=209
num_leaves=31
num_cat=0
split_feature=1 0 0 1 4 0 2 2 3 4 4 4 3 3 2 2 2 4 2 3 4 4 2 3 1 2 2 1 4 0
split_gain=0.0732569 0.441645 0.270135 0.113626 0.386833 0.227886 0.267821 0.176616 0.263518 0.116505 0.763025 0.260206 0.425167 1.05583 0.669827 0.617994 0.388661 0.331547 0.449368 0.28008 0.250058 0.345592 0.224807 0.214911 0.178986 0.261685 0.641819 0.445888 0.595728 0.367182
threshold=87.33187390945001 110.50907145210002 113.28087178455002 84.600400448950026 44.710446918150005 105.98708487665002 -0.044409999999999998 0.20981000000000005 -0.15517999999999998 44.527357125550004 44.758188263300006 43.19689381845 0.08708500000000001 0.083795000000000022 -0.087910000000000002 -0.082509999999999986 -0.10001 43.082598263550004 -0.079824999999999993 0.079785000000000009 43.022303514600004 42.898324343550009 -0.61225999999999992 0.09495000000000002 77.898074329750017 -0.081844999999999987 -0.074434999999999987 82.570614560500005 41.840895355800008 100.37896121655002
decision_type=2 2 2 2 2 2 2 2 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 7 9 -7 8 -5 11 -11 17 13 14 -13 -16 -15 20 -19 -17 21 24 -12 -14 -1 27 -27 28 29 -26
right_child=1 2 -4 4 -6 6 -8 -9 -10 10 22 12 23 16 15 19 -18 18 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.00096675328254557731 -0.10300954606637575 0.059605194526080651 -0.034042668424780535 0.079308762934289512 0.074274498342429593 -0.10996057541512801 -0.008149608764487698 0.064987372738192425 -0.10352577028966202 -0.12866096532247726 0.079451990265412345 0.068406387679586886 0.066749820553133027 -0.012092473627728216 -0.070795285423407059 -0.013244100978157794 -0.096239131838310676 -0.098202636894372419 0.014115135339265139 0.077949503498189188 0.044195054598202131 -0.050924323236627003 -0.00669055580256161 0.012731372049638482 -0.021755791054342291 0.084206452868508447 0.0058481196266099867 0.046946287489512961 0.029674573588237715 -0.11574141089953274
leaf_weight=79.609224811183594 0.47076402945640339 0.59141854309018504 0.6428183985249234 0.10151392547413707 0.79645141429500654 0.40474877076212579 0.71447540679218835 0.1423276584901032 0.35278675078916311 0.51690947315000624 0.31573776062577952 2.2722813139189384 2.0054463109263456 1.0903981369920077 0.93438948038965497 0.63701099347963264 1.1053215791180262 0.79599211513414048 0.64472604266847955 0.71458170324331149 1.2858782679486456 1.3242942704127916 7.4814913311784039 1.1639696073252705 0.91124160273466326 1.4871391151100395 3.518303142001967 1.1550866200414018 1.1160457981750367 0.76435215865785722
leaf_count=1357 127 47 276 6 17 40 36 14 65 31 5 73 38 10 9 33 32 28 19 10 20 37 328 28 15 13 95 29 18 44
internal_value=-2.6991e-05 -0.0206011 0.0108313 0.000282449 0.0286659 -7.06883e-05 -0.0449678 -0.0322178 -0.0626712 0.000382628 -0.0110024 0.00130579 0.0166953 0.00251585 0.0299572 -0.00826153 -0.0544518 -0.0003432 -0.0479401 0.0349696 0.000408939 -0.000217453 -0.00320234 0.0469115 0.000540788 0.0139469 0.0291287 -0.00530738 -0.0269282 -0.064629
internal_weight=115.067 1.705 1.23424 113.362 1.39308 111.969 1.11922 0.596628 0.454301 110.85 8.31414 102.536 9.9234 6.75398 4.55826 2.28598 2.19572 92.6123 1.44072 1.35159 91.1716 89.8857 7.79723 3.16942 88.5614 8.95217 5.00544 3.94673 2.79164 1.67559
internal_count=2900 450 323 2450 102 2348 76 85 71 2272 364 1908 233 167 125 52 42 1675 47 43 1628 1608 333 66 1571 214 108 106 77 59
is_linear=0
shrinkage=0.1


Tree=210
num_leaves=31
num_cat=0
split_feature=1 0 0 1 0 0 1 3 4 2 2 3 1 1 3 4 2 3 2 1 0 3 0 4 0 3 0 4 1 4
split_gain=0.0651292 0.867164 0.986072 0.794331 0.545887 0.988973 0.666426 0.52331 0.420015 0.57378 0.660265 0.539305 0.340851 0.362716 0.335908 0.287367 0.97614 0.883812 0.687841 0.536939 0.418912 0.417494 0.349803 0.50318 0.754007 0.716257 0.658847 0.460355 0.398816 0.394663
threshold=66.697957758300021 90.337570099350003 90.837623311600012 65.630639880500027 92.031298721500022 90.259604813550013 67.649671936450019 0.084365000000000009 37.858673296900008 -0.093604999999999994 -0.10710499999999999 0.07797500000000003 67.649671936450019 68.961639504150014 -0.16319499999999998 38.238138001450004 -0.033594999999999993 -0.22588499999999997 -0.117115 71.429644067900014 98.615332683000005 0.094165000000000013 93.867515624600017 39.211875820650008 93.972365491700018 0.091885000000000022 97.013011637200023 39.530201452500002 72.026481772850005 40.823855932350007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 8 5 6 -2 -4 9 10 11 -1 -6 -14 -8 16 17 -15 21 -18 -21 -19 27 25 -25 26 -24 -17 -27 -26
right_child=4 2 7 -5 12 -7 14 -9 -10 -11 -12 -13 13 15 -16 22 19 18 -20 20 -22 -23 23 24 29 28 -28 -29 -30 -31
leaf_value=-0.0382084562763206 0.090453019838383802 0.083420671794104478 0.04478591308147583 -0.057965029393542346 -0.075655864308377618 -0.094682953895847494 0.015925203700984575 -0.054432832841976198 -0.0014009580622096739 0.067768960037102352 -0.068848645806894426 0.085020313898473837 0.036566660653478883 0.075794510951120928 -0.11921128331001195 -0.070833828262703888 0.042929424729469055 -0.10486730436711461 -0.11676274963042801 -0.11443580347869826 -0.0015565638629504591 0.03332453070986121 -0.068845235186140025 0.089545649942898681 -0.023906529059222564 0.11199526707884506 0.049065350954856833 0.0090725100717276644 0.031179604386724596 0.0041826460733865476
leaf_weight=0.57418402158509729 0.67389186797663503 2.671618682332336 1.0039325621910395 2.3689226179849348 0.58864106962573615 1.699792498933675 0.394759347778745 1.1298307748511431 52.755124211596922 2.1522398999950374 0.93886914523318399 0.93099450491718017 2.6886167588818344 0.41449256103805998 0.34442574021886685 1.4458729382604354 2.4425575993955126 0.32891481874003203 1.8339343772615844 0.43652974255383004 1.3318570057018631 0.65193461328499325 0.93473984033334889 0.9212384616839725 6.5353822118302132 1.2600814707402608 0.9611955779573691 1.4381130556430433 1.1847750266902037 21.319914634855195
leaf_count=76 8 36 22 27 12 68 10 19 883 45 12 21 42 34 35 16 26 92 118 12 107 35 17 11 195 10 46 25 35 805
internal_value=-2.76799e-05 0.00206953 0.0429374 -0.00121889 -0.0027433 -0.0432908 0.0185289 -0.00775056 0.00112503 0.0301178 -0.00303804 0.0380119 -4.16258e-05 0.000923245 -0.0470421 -0.00128274 -0.0191736 -0.0605355 -0.0806109 0.0125458 -0.029421 -0.0130163 0.00241468 0.00532353 0.00053614 0.0370607 -0.00906728 -0.0309882 0.0728321 -0.00240761
internal_weight=114.357 64.5257 4.80538 59.7203 49.8317 3.11287 1.41308 2.13376 57.3514 4.59629 2.44405 1.50518 46.7188 46.1302 0.739185 43.4415 7.44022 3.22928 2.81478 4.21094 1.76839 0.980849 36.0013 33.1173 28.7765 4.34079 1.89594 2.88399 2.44486 27.8553
internal_count=2900 1141 77 1064 1759 121 53 41 1037 154 109 97 1638 1626 45 1584 424 279 245 145 119 127 1160 1119 1011 108 63 41 45 1000
is_linear=0
shrinkage=0.1


Tree=211
num_leaves=31
num_cat=0
split_feature=0 2 2 3 0 0 0 3 2 2 2 0 2 1 2 4 4 3 2 4 0 0 0 2 3 3 4 2 3 3
split_gain=0.0857854 0.0733619 0.193958 0.104118 0.0799978 0.0664817 0.229038 0.208863 0.383103 0.712712 0.391129 0.280563 0.913932 0.516857 0.393565 0.457422 0.452288 0.231181 0.19276 0.247609 0.177624 0.276074 0.245561 0.177996 0.13287 0.283589 0.367396 0.897776 0.272919 0.267284
threshold=113.28087178455002 -0.012769999999999998 -0.046474999999999995 -0.397505 116.55541378745001 85.716110573100011 85.807518149550006 0.083290000000000017 -0.08725999999999999 -0.093604999999999994 -0.01762 85.253695774650012 -0.087910000000000002 61.960894532450006 -1.0000000180025095e-35 41.322103772800006 38.318569170500005 0.077330000000000024 -0.23771499999999998 37.020641110850008 76.591483678350016 81.648473421750012 71.340924949550015 -0.22089 0.25847000000000003 0.11308000000000003 41.134354310300004 -0.055714999999999994 0.11048000000000002 0.43162500000000009
decision_type=2 2 2 2 2 2 2 2 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 7 -7 8 9 18 -10 14 -13 -14 15 16 -9 -12 19 -1 22 -22 -20 -24 25 28 27 -27 -8 -26
right_child=1 -3 -4 4 -6 6 24 11 10 -11 17 12 13 -15 -16 -17 -18 -19 20 -21 21 -23 23 -25 29 26 -28 -29 -30 -31
leaf_value=0.05901950981159565 0.096690291119798544 -0.10297545837971636 0.089843560094343411 -0.021946933129004469 -0.10492998359958459 0.022648001398557278 0.00010114854761406759 0.024431919263323346 -0.11079291010790371 0.091100185504871756 0.04989953287157145 -0.11617862377674176 -0.063603481904087086 0.030269759150051513 -0.054898036259964977 0.05251848673293727 -0.07235869889405 -0.10704975739229522 0.0093430104760567137 -0.10801590829580519 0.077209897449581691 -0.010552538327768196 -0.11297244765907138 -0.0048591347856391433 -0.060973555878986202 -0.060173071311151932 0.058471416796329105 0.049718314608007318 -0.042415174102579591 0.0057564650990708632
leaf_weight=0.12224559829337378 0.045748921460472047 0.12638639822057385 0.12924180146364961 0.24432096143755189 0.22148444049344107 4.7159577738493672 84.261672787679345 1.0956381395735664 0.50811379385413602 1.0735382139682768 0.39551928148648563 1.0484156427846758 0.93882275983924079 1.5630039786192353 1.0395700270300929 1.7142853774275861 0.86308687122073013 0.12304675183258951 1.7825180252002621 0.32385217898263363 0.74570881203180739 0.69017221411922947 0.33593247749013244 0.27855679084314022 1.0526905452716158 1.3058184169294691 1.9003150915814329 1.7261874668765804 1.5373558683422732 1.3965889450682878
leaf_count=11 2 100 7 46 149 41 1776 40 27 11 78 39 19 29 39 39 31 7 50 72 17 26 25 20 34 38 36 27 33 31
internal_value=-1.96446e-05 -0.0333456 -0.0196122 -0.0472657 -0.0614043 0.00020754 0.00114752 -0.00607715 0.00751573 0.0182485 -0.048439 -0.0165713 -0.0378014 -0.00495664 -0.000577599 0.0147967 -0.0182176 0.0126582 -2.89448e-05 -0.0622427 0.00721191 0.0350259 -0.00944952 -0.0639631 5.93578e-05 0.000679786 0.0239973 0.00239051 -0.000660663 -0.0229238
internal_weight=113.306 0.767183 0.640796 0.511554 0.465805 112.539 97.8966 14.642 6.3792 5.35252 1.02668 8.26282 3.55024 2.50183 4.71258 3.67301 1.95873 0.518566 4.27899 0.446098 3.83289 1.43588 2.39701 0.614489 93.1806 90.7313 4.93232 3.03201 85.799 2.44928
internal_count=2900 304 204 197 195 2596 2016 580 344 232 112 236 87 48 149 110 71 85 221 83 138 43 95 45 1975 1910 101 65 1809 65
is_linear=0
shrinkage=0.1


Tree=212
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 2 0 4 0 0 0 0 4 1 3 0 4 2 4 2 3 0 1 0 0 2 1 1 0 0
split_gain=0.0633591 0.399824 0.655118 0.232625 0.852129 0.544437 0.310514 0.103602 0.753176 0.549294 0.570299 0.612676 0.548705 0.418666 0.417796 0.352492 0.316155 0.249696 0.26309 0.207208 0.207941 0.171716 0.129773 0.116192 0.613877 1.18792 0.706631 0.836126 0.446809 0.668024
threshold=-0.58350999999999986 -0.5422499999999999 64.434276012450013 75.645146416450004 78.285212300550015 -0.61225999999999992 93.262612545250008 36.625813070500008 93.679323555450011 92.851278451300018 89.872466842800023 88.576630023850015 37.020641110850008 63.565904036300005 0.11467000000000002 82.401241698250018 37.360990606650006 -0.117115 36.372781240150012 -0.11808 -0.25215499999999996 90.837623311600012 57.129735272050006 94.614906984850009 92.851278451300018 -0.117115 69.64719632740001 70.182199495350019 94.832672093450014 95.141844778450022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 -5 -6 -1 8 9 10 11 13 -9 15 17 22 21 19 -19 20 -10 -14 -3 24 -18 -26 -27 -28 -25 -30
right_child=1 7 -4 4 5 -7 -8 12 14 -11 -12 -13 16 -15 -16 -17 23 18 -20 -21 -22 -23 -24 28 25 26 27 -29 29 -31
leaf_value=-0.0077484128053772992 0.0570464943109565 0.022634210507772087 -0.11220452099981891 -0.13276554236466398 -0.11101167886476598 0.064674018461619187 0.053109696062192624 -0.05230344863393125 0.097667949589848702 0.086582734937283204 -0.032902432533079333 0.074409141246214602 0.094296342085683632 -0.11345361774319873 0.068530704810020868 0.087879693027743844 0.00044011094216877227 -0.09066204496420345 0.00082580146091669351 0.10120345136708478 -0.10582664765342949 0.017156597642915758 -0.070441552940023466 0.054314092836532081 0.042220687820766753 -0.13120573655979162 -0.0097783412048345151 -0.11899169421922838 -0.076836205545539021 0.0049389796042114652
leaf_weight=1.5240277402335771 0.32797642983496078 0.26051106615341113 0.75549763149251703 0.47383089704089787 0.22253507132677408 0.85064710017650225 1.8635476206509336 2.0295578862496759 0.072623977932380512 1.3059205138124523 1.7194039388559756 1.9275723015889523 0.52647703001275548 0.319321144319474 0.32965646582124453 0.42188299191184342 59.840888482910486 1.3237141867824105 0.41220461600369152 0.17265553260222155 0.1627390607027337 0.63860154520489232 0.35249196564109297 1.7221448623458879 1.6007169123913625 1.0187610271386791 2.7895689150318508 0.93628721368440881 1.039288327825491 25.745052866261858
leaf_count=32 3 21 57 19 28 64 27 40 5 13 24 20 12 23 24 9 1057 130 10 2 51 31 50 30 64 22 33 51 48 900
internal_value=-2.25381e-05 -0.000529976 -0.0609709 0.0110579 -0.0210713 0.0282438 0.0257304 8.39483e-05 0.0104895 0.0288309 0.0137507 0.0381934 -0.000849454 -0.013356 -0.0362769 0.0175298 0.000239961 -0.0523924 -0.0689377 0.0179998 -0.043036 0.0520146 -0.0308867 -0.000397063 -0.00269595 -0.0322712 -0.057403 -0.0372231 0.00494049 0.00176593
internal_weight=112.686 107.752 1.08347 4.93459 1.54701 1.07318 3.38758 106.668 8.7807 6.3071 5.00118 3.28178 97.8873 1.35421 2.47359 1.03489 95.8578 2.14394 1.73592 0.408019 0.235363 1.16508 0.613003 94.6927 66.1862 6.34533 4.74462 3.72586 28.5065 26.7843
internal_count=2900 2730 60 170 111 92 59 2670 382 160 147 123 2288 103 222 80 2248 198 140 58 56 43 71 2205 1227 170 106 84 978 948
is_linear=0
shrinkage=0.1


Tree=213
num_leaves=31
num_cat=0
split_feature=4 2 2 2 2 2 2 0 2 2 2 3 1 3 2 2 2 3 3 3 2 3 2 2 0 3 2 3 3 3
split_gain=0.0655765 0.280624 0.764558 0.560523 0.660996 0.485455 0.919838 0.856223 0.491396 0.484381 0.453222 0.81075 0.423983 0.852603 0.470727 0.414691 0.745735 0.357417 0.755871 0.652369 0.631333 0.609771 0.520311 0.369799 0.396983 0.357098 0.334221 0.289378 0.207219 0.471283
threshold=42.178283198950005 -0.073724999999999999 -0.053019999999999991 -0.042409999999999996 -0.031989999999999998 -0.081474999999999992 -0.082314999999999985 86.866770652900016 -0.08756499999999999 -0.02852 -0.096499999999999989 0.088165000000000021 61.993156030000002 0.086355000000000029 -0.090169999999999986 -0.098345000000000002 -0.101965 0.095290000000000027 0.085765000000000022 0.087205000000000019 -0.58180999999999994 0.082055000000000017 -0.12835499999999997 -0.156745 90.662873533100012 0.086230000000000015 -0.23955999999999997 0.091705000000000023 0.088165000000000021 0.099425000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 -4 -5 6 8 -7 10 -6 15 12 -12 14 -14 16 17 18 21 -20 -19 22 23 26 -25 -10 -2 -21 -11 -30
right_child=1 2 3 4 9 7 -8 -9 25 28 11 -13 13 -15 -16 -17 -18 20 19 27 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0017290930127406429 -0.076313554133553618 -0.081281518252477841 0.09039301886159623 -0.12917554056299199 0.093734891014614088 0.094677299387380398 -0.11663275901317471 -0.01266666260772524 -0.0036112997269422023 0.0047029420120775142 0.047685560413471918 -0.12075024975199858 -0.11880190775039595 0.05122464781288414 -0.022997614678383016 0.052778588345423351 -0.11532582522215812 0.016039859676936091 0.10610306823117224 -0.025273942138142685 -0.11790039928017736 -0.077821801452474262 0.093947623988413359 0.1035670057129604 -0.11852642420040134 0.044444152176794656 0.0064696388717585419 0.047382722587942766 -0.089732654686799723 0.0038708823182825643
leaf_weight=73.24232096464101 0.52964814614097289 1.621993478212971 0.56740648462437082 0.45707787072751571 0.46407256138627406 1.4436922351596906 0.69557364977663283 1.531174690579064 2.6752535459527271 2.8672205408911386 0.84292937070131424 0.8936127655324525 0.96045832167146805 0.85319863521726791 1.1004997942363841 1.3788231464495773 0.58389742155850299 0.74042264674790204 1.1723832885909353 1.0197315163968599 0.67067951654462266 1.1453008550488446 0.55149320233613508 0.096056148409843334 0.49640123488643439 3.6644057243029238 6.1571620149752571 1.1853892203216672 0.93887027797882217 1.259461987767281
leaf_count=1668 128 33 10 15 11 15 18 29 34 216 8 38 32 13 21 17 21 19 12 26 29 28 10 1 97 35 184 24 62 46
internal_value=-2.82322e-05 -0.00336579 -0.0198114 -0.00459889 -0.013602 0.00105898 -0.00310468 0.039427 -0.000149075 -0.00404872 -0.00771334 -0.0351381 -0.0147755 -0.0328426 -0.0676448 0.00039635 -0.00463731 5.80949e-05 0.00550422 0.045829 -0.0476203 -0.00966917 0.00029861 -0.00679644 -0.082518 0.0241654 -8.74435e-05 0.0137835 -0.013007 -0.0361056
internal_weight=111.807 38.5643 8.1761 6.55411 5.9867 30.3882 27.4133 2.97487 26.7177 5.52963 20.3781 4.6507 3.75709 2.91416 2.06096 15.7274 14.3486 13.7647 12.3536 3.3775 1.4111 8.97606 7.83076 7.27927 0.592457 6.33966 6.68681 2.20512 5.06555 2.19833
internal_count=2900 1232 393 360 350 839 795 44 777 335 708 112 74 66 53 596 579 558 510 62 48 448 420 410 98 69 312 50 324 108
is_linear=0
shrinkage=0.1


Tree=214
num_leaves=31
num_cat=0
split_feature=0 3 3 3 1 1 3 3 1 1 2 4 1 3 1 2 1 2 1 1 3 3 3 2 4 1 4 0 1 4
split_gain=0.0624815 0.265203 0.219031 0.248342 0.178447 0.18229 0.37224 0.149171 0.229958 0.181518 0.0730215 0.275313 0.659818 0.56614 0.354674 0.266834 0.368944 0.220343 0.546736 0.13246 0.119113 0.16428 0.3598 0.256936 0.147976 0.747652 0.660507 0.732572 0.860537 0.649307
threshold=76.591483678350016 0.078935000000000019 -1.0000000180025095e-35 -0.11050499999999999 57.729261435100007 59.74022811670001 0.087405000000000024 -0.25445999999999996 55.788194664950005 55.855406118200008 -0.58350999999999986 39.852039223600009 75.645146416450004 0.099010000000000029 78.285212300550015 -0.50001499999999999 72.496961945650014 -0.26138499999999998 62.305017173150013 79.215418813700012 0.43644500000000008 0.21240500000000004 0.12746000000000005 -0.074434999999999987 39.211875820650008 61.82916008405001 40.166811829450005 86.103248543850015 62.020040611300011 40.496232821400007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 6 -6 8 -1 -9 11 14 -13 19 -7 16 -12 18 -17 -14 21 22 24 -23 -19 -26 27 -27 -29 -28
right_child=4 -3 -4 -5 5 10 -8 9 -10 -11 15 12 13 -15 -16 17 -18 20 -20 -21 -22 23 -24 -25 25 26 29 28 -30 -31
leaf_value=0.025589786856759163 0.043861766134891685 -0.080596111376239704 0.082611109270153929 -0.1048809347750936 0.017034254998119568 -0.072683119733409116 -0.10860246557143219 -0.028180655933780236 -0.10756241540285363 0.044254086821086822 -0.0075720489077519331 0.053414225289657641 -0.13218395722671486 0.052807086503723483 0.051848226052718521 0.10052181283942666 -0.10879312880204293 0.0074073077017795313 -0.012253792340601366 -0.041064638650605848 -0.037487002503798696 0.056946868600012968 -0.061204776448540034 -0.010212453378653341 -0.078472294628432082 -0.091874320636879933 0.040013071428615682 0.080283431123155197 -0.026249091015463286 0.00012041213667851251
leaf_weight=0.24291667778743509 0.93491464282851566 0.50190857418056101 0.27868940308689971 0.25217159210114948 0.48735175233741657 0.70992360405943944 0.45692842611606466 0.55758049711403124 0.27829954989283578 0.9115338254487142 1.1224788035615336 2.5460646001156424 0.40756695426534839 0.40893934512860142 0.33739564045708903 0.74598182481713493 0.53017977624608636 21.612144830542263 1.0144904932290044 0.26215606909318012 0.84755331927794841 1.2596020164619406 0.96566946823759181 1.0399914171211992 1.2570444432203647 1.4318990118335913 4.3899933814800525 0.86041357158683229 6.38502468575075 57.787049866571579
leaf_count=47 15 40 4 59 20 27 29 39 45 20 29 36 14 13 39 9 57 572 41 37 23 22 25 35 26 22 65 8 136 1346
internal_value=-3.47119e-05 -0.0142137 -0.000998506 -0.0113892 0.000362914 -1.76353e-05 -0.0437602 0.000456069 -0.0455058 0.0167626 0.000372325 0.0125953 0.0256438 -0.0399052 -0.0325651 -0.000191689 -0.0400442 0.000469603 0.0355337 -0.0965163 -0.000161342 0.000164834 -0.000476532 0.0265741 0.000149174 -0.00202612 -0.000669874 -0.0265149 -0.0135981 0.00293702
internal_weight=110.824 3.0231 2.52119 2.2425 107.801 106.866 0.94428 1.99033 0.521216 1.46911 105.922 4.67205 3.62473 1.07866 1.04732 101.25 1.65266 99.5969 1.76047 0.669723 97.8364 96.9888 94.6892 2.29959 93.7236 72.1114 70.8544 8.67734 7.24544 62.177
internal_count=2900 254 214 210 2646 2631 49 151 92 59 2582 166 100 64 66 2416 86 2330 50 51 2280 2257 2200 57 2175 1603 1577 166 144 1411
is_linear=0
shrinkage=0.1


Tree=215
num_leaves=31
num_cat=0
split_feature=2 4 2 2 1 1 4 1 1 2 2 1 2 0 1 4 3 3 1 2 3 3 1 0 1 0 3 2 2 1
split_gain=0.0630301 0.411533 0.163168 0.301273 0.303434 0.546422 0.222 0.48967 0.705126 0.209649 0.451659 0.445052 0.246225 0.132214 0.121514 0.107492 0.267013 0.36334 0.245326 0.203838 0.171427 0.295098 0.141783 0.797071 0.30646 0.153073 0.5513 0.697857 0.407587 0.30114
threshold=-0.62958999999999998 40.580626202750004 -0.58350999999999986 -0.50001499999999999 64.321360770950022 72.496961945650014 39.852039223600009 75.645146416450004 78.285212300550015 -0.26138499999999998 -0.25167499999999993 62.305017173150013 -0.245055 97.835679825150024 78.494912034700022 49.275256100300005 -0.25095999999999996 -0.24299499999999999 86.858705278550005 -0.23455499999999999 0.079095000000000013 0.075065000000000021 81.524804347700012 104.62941352080001 80.677940036650014 100.53758024625002 0.091705000000000023 -0.081844999999999987 0.010100000000000003 77.898074329750017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 -6 13 -8 -9 11 -11 -5 -12 -2 -10 22 -17 -18 19 -19 21 -20 24 -24 25 29 27 -27 -28 -14
right_child=2 -3 3 9 5 -7 7 8 14 10 12 -13 15 -15 -16 16 17 18 20 -21 -22 -23 23 -25 -26 26 28 -29 -30 -31
leaf_value=0.037647577360049353 -0.057952421327873219 -0.067756614876075844 -0.12990839598454215 0.087314409828776987 0.023358871085553175 -0.10799348397674186 0.074216515492504104 -0.13174125376399726 0.10302172606587444 -0.10771149845321651 0.069532957057064346 -0.011021147241136066 8.8802050684396548e-05 0.021208196536581136 0.0047772778599093893 -0.11068527008771761 0.10950080056086074 0.014773869353653227 0.03876787216773863 -0.10854354160495945 0.061752690087003972 -0.10685888035851997 -0.09214874901236858 0.010595652069412259 0.03805269025875347 -0.05077690108680967 -0.12014696157485134 0.046577089778476757 -0.011398349878853334 0.039121374276109878
leaf_weight=0.67246358278862206 0.45233715861104373 0.8246733305422822 0.31919927260605518 0.84199822814843983 0.91949449467938371 0.48309770825858322 1.4469440297689291 0.34443771373480547 0.25195015594363213 0.39027594521939946 0.50777874744016926 1.0151248394067804 86.618713935164124 0.39543640824012982 0.2516331419647031 0.29611676212516647 0.22887039184570346 0.18937462521716952 0.30959645087568788 0.45874105836264634 0.35917436512227141 0.25275119983052718 1.0615933177614345 2.6149286789574262 2.1743810574989757 1.2661644785548558 0.75158088060561545 1.759501796041149 0.63653666281607002 2.0227378306444725
leaf_count=28 11 21 12 19 27 57 23 10 4 49 24 41 1637 34 39 15 1 4 20 97 29 41 88 381 41 36 29 35 16 31
internal_value=-3.41588e-05 -0.0204126 0.000246721 -0.000422292 -0.0419097 -0.0218831 0.0227004 0.0388542 -0.0214832 0.000266175 -0.000340666 0.0335631 7.2149e-05 -0.0210287 0.0539304 -0.000277063 -0.0226944 -0.00820704 -0.0253701 -0.0725111 0.00778459 -0.0266851 0.000197688 -0.0190717 0.000941621 7.44627e-05 -0.0181013 0.00583692 -0.0702791 0.000979499
internal_weight=110.118 1.49714 108.62 105.478 1.72179 1.40259 3.14274 2.29497 0.848021 103.756 101.899 1.85712 101.509 0.847774 0.503583 101.001 2.09462 1.79851 1.56964 0.648116 0.921522 0.562348 98.9061 3.67652 95.2296 93.0552 4.41378 3.02567 1.38812 88.6415
internal_count=2900 49 2851 2730 96 84 121 76 53 2634 2574 60 2525 45 43 2501 207 192 191 101 90 61 2294 469 1825 1784 116 71 45 1668
is_linear=0
shrinkage=0.1


Tree=216
num_leaves=31
num_cat=0
split_feature=1 2 2 1 1 4 4 0 1 3 0 4 0 4 0 4 1 4 2 4 3 1 4 4 3 3 1 3 1 4
split_gain=0.0742889 0.148089 0.116432 0.067873 0.113232 0.0643883 0.302037 0.197689 0.369926 0.310856 0.354151 0.191356 0.229714 0.169375 0.459743 0.447684 0.293064 0.354052 0.276691 0.322324 0.226789 0.220582 0.20004 0.393359 0.44019 0.804215 0.546586 0.431578 1.03199 0.293273
threshold=89.912793714750009 -0.088944999999999996 -0.022239999999999999 90.988176966900014 93.464246905050018 48.852845034800005 48.988717865950008 99.983757871350008 55.855406118200008 0.079095000000000013 110.50907145210002 50.264779514000004 85.57362229215002 44.527357125550004 105.70748523110002 44.758188263300006 70.085415002650009 45.90502654165001 -0.23378499999999999 47.833738492450003 -0.23472499999999999 83.715897724050009 43.19689381845 43.245737185650007 0.083415000000000031 0.08708500000000001 62.197478847950002 0.082325000000000023 62.55235532115001 43.082598263550004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 13 -7 8 -8 10 -9 -10 -13 21 15 -15 18 -18 20 -20 -17 22 29 -24 27 26 -26 28 -25 -1
right_child=1 2 -4 4 -6 6 7 9 11 -11 -12 12 -14 14 -16 16 17 -19 19 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.00036603517492480637 -0.1021350654465577 0.065491460964779369 -0.10171445470978249 -0.10799361888868074 0.034955261092903055 0.049497540881083775 0.019954731142834744 -0.10573211047659617 -0.10902360394039166 0.068732518733341394 0.059069928416807506 0.10407190456178775 -0.10177140032576402 -0.12522468971057429 0.035934469299906006 -0.11440164929381964 -0.007481721459340715 -0.10626185307167609 -0.018135000335136015 0.06792526797157232 0.00061591329584993651 -0.046618428054373023 0.078497027690385385 -0.092696103981185315 -0.09770025243108596 0.030656158979619527 -0.0051595736174734072 0.085038837325287719 0.053811702892438251 -0.046778892050168351
leaf_weight=87.249362301801739 0.21238534311078183 0.18268761673243716 0.097500471762315466 0.085321343794930726 0.15807416463894697 1.4351875917054702 0.7346111065708103 0.29914252572052624 0.57151363074081019 0.66557085840031505 0.23115678946487606 0.10859128087759018 0.10826620802981779 0.46582442374710709 1.2632437664651659 0.32733645982079906 0.7224850436177801 0.72894575852842536 0.9652010246063587 0.79254905320703983 0.35994027651031513 0.97753446561819046 0.88432852819096197 0.68205723944629326 1.2330022519454362 2.4175071582858436 1.3231919257086699 1.1736960416892541 1.6293024063925257 1.339737239122768
leaf_count=1653 184 8 110 19 39 18 13 56 27 21 7 1 51 31 28 38 37 42 39 11 20 166 10 58 16 62 30 13 45 47
internal_value=-4.01846e-05 -0.0317043 -0.00313487 0.0194231 -0.0151549 0.000174223 0.012384 -0.00720701 -0.0311012 0.0232231 -0.0338951 -0.0786756 0.00130453 -0.00031097 -0.0171894 -0.0325731 -0.0214966 -0.0570916 -0.000366439 0.0206686 -0.0541647 0.000648995 0.00112081 0.0150377 0.00840324 -0.0106923 -0.0497974 0.0356555 0.0105788 -0.00034694
internal_weight=109.425 0.735969 0.523584 0.426083 0.243396 108.689 4.15404 2.71885 1.52298 1.19587 0.530299 0.788371 0.216857 104.535 5.62553 4.36228 3.89646 1.45143 2.44503 1.75775 0.687277 98.9097 97.9322 9.34309 8.45876 4.9737 2.55619 3.48506 2.31136 88.5891
internal_count=2900 360 176 66 58 2540 194 176 92 84 63 79 52 2346 246 218 187 79 108 50 58 2100 1934 234 224 108 46 116 103 1700
is_linear=0
shrinkage=0.1


Tree=217
num_leaves=31
num_cat=0
split_feature=3 4 2 3 4 2 4 4 2 4 1 3 1 0 1 3 0 3 4 0 4 2 0 4 1 2 2 3 1 3
split_gain=0.0572636 0.155566 0.203817 0.10706 0.346686 0.233766 0.148414 0.249503 0.205974 0.168111 0.147069 0.145631 0.105235 0.388194 0.541345 0.370691 0.360341 0.402618 0.312584 0.216246 0.543531 0.407098 0.295663 0.428295 0.344733 0.235721 0.207623 0.329191 0.705709 0.132438
threshold=-0.54481999999999997 48.919835655300012 -0.16297999999999999 -0.27223499999999995 32.785955158400007 -0.13324 32.785955158400007 30.509590007400003 -0.10710499999999999 34.542090938800008 69.563854125350005 0.094415000000000013 61.917879202350001 85.447264760050004 61.907125369850007 0.097615000000000021 85.613949164150014 -0.17732499999999998 43.968221017800005 85.807518149550006 42.102795028150005 -0.084239999999999995 85.968825637350008 40.337496327150006 61.944763783650011 -0.08725999999999999 -1.0000000180025095e-35 0.10273500000000002 60.474177186300004 0.25847000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -8 -12 13 14 26 -15 17 -14 -19 20 -18 -22 23 -21 -24 -25 -11 28 -28 -26
right_child=3 -3 -4 6 5 -7 9 -9 -10 12 11 -13 16 15 -16 -17 19 18 -20 22 21 -23 24 25 29 -27 27 -29 -30 -31
leaf_value=-0.10688331779539113 0.097317040451963086 0.07187304677550764 0.038418534442679966 -0.10217712385294182 -0.012504766596554213 -0.10925083781920791 0.054226442494232391 -0.09103702751785582 0.05399769159642584 0.0051556947218035941 -0.041530314098483873 0.030866273930942961 0.041921994308127042 -0.056102305536832001 0.089143121823115623 0.0028536617593918692 0.044038894189035609 -0.10668929558423579 0.016669032805517441 0.016993161463276757 -0.043261927433188213 0.032964262653970414 0.047595589134767594 -0.026729218432198356 0.001120982497199576 -0.11439664895417996 -0.080121528668735814 -0.12123105049103336 0.10116035859308953 -0.024081576813933855
leaf_weight=0.15486319819865457 0.18242929813277342 0.38967829756438732 0.25632268250046664 0.11374475923616956 0.60831128483914643 0.42372566239646392 1.0744886251486598 0.46764532087490807 0.32787251859451672 5.1339442669923301 0.45146362200148338 0.72255417720953119 0.37776265991851699 2.6484561240067706 0.69559186417609442 1.7854657396674154 3.7934554298408321 0.86231256972132408 0.26964686880819499 0.87512031709775273 1.7806455448153431 1.1551526405091861 1.5813886951655138 0.56369000085396703 78.037863370616151 0.67275075279758279 0.53844760622814447 0.35836647055111825 0.35719873005291447 2.1423298739227894
leaf_count=31 19 5 24 47 48 41 25 48 44 165 33 21 9 37 6 19 35 107 11 11 35 18 14 13 1874 29 60 6 6 59
internal_value=-4.17733e-05 0.0265995 -0.0163059 -0.000239326 -0.0297626 -0.052226 9.64349e-05 -0.0401323 0.0137727 0.000441912 0.0274933 0.00302647 -0.000145036 -0.00915697 0.00536796 -0.0323617 0.000981794 -0.0474711 -0.0773038 0.00178917 0.0190369 -0.0132691 0.000405364 -0.03654 0.00135951 -0.0744293 -0.00375441 -0.0402325 -0.00782328 0.000447597
internal_weight=108.803 0.800864 0.411186 108.002 1.21447 1.03204 106.787 0.909263 0.441617 105.878 2.24851 1.17402 103.63 11.5175 7.08355 4.43392 92.1121 1.50972 1.13196 90.6024 6.72925 2.9358 83.8731 2.11156 81.7616 1.23644 6.38796 1.25401 0.895646 80.1802
internal_count=2900 60 55 2840 108 89 2732 139 91 2593 79 54 2514 299 243 56 2215 127 118 2088 88 53 2000 53 1947 42 237 72 66 1933
is_linear=0
shrinkage=0.1


Tree=218
num_leaves=31
num_cat=0
split_feature=2 4 2 2 1 1 4 1 1 2 1 2 0 1 0 4 3 3 1 2 2 1 1 1 2 4 2 3 4 4
split_gain=0.055298 0.340405 0.142967 0.270185 0.268962 0.483177 0.19605 0.421827 0.625449 0.18147 0.398396 0.282679 0.112784 0.111012 0.0967638 0.0946174 0.233433 0.31676 0.217753 0.167882 0.159394 0.25549 0.659245 0.559223 0.214531 0.541752 0.297007 0.239856 0.202735 0.366183
threshold=-0.62958999999999998 40.580626202750004 -0.58350999999999986 -0.50001499999999999 64.321360770950022 72.496961945650014 39.852039223600009 75.645146416450004 78.285212300550015 -0.26138499999999998 62.305017173150013 -0.25089499999999998 97.835679825150024 78.494912034700022 94.964406541850011 49.275256100300005 -0.25095999999999996 -0.24299499999999999 86.858705278550005 -0.23455499999999999 -0.16297999999999999 62.084563606450011 61.86411003975001 63.565904036300005 -0.14581999999999998 40.380906245900007 -0.14228499999999997 0.085765000000000022 39.788107623550012 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=1 -1 6 4 -4 -6 12 -8 -9 10 -5 14 -2 -10 -11 20 -17 -18 19 -19 21 22 -13 -23 25 -22 -26 -27 -25 -30
right_child=2 -3 3 9 5 -7 7 8 13 11 -12 15 -14 -15 -16 16 17 18 -20 -21 24 23 -24 28 26 27 -28 -29 29 -31
leaf_value=0.034103211774954741 -0.054002276533836269 -0.06310615180416887 -0.12697470315083226 0.085106428918384547 0.020322396109497692 -0.10727396949596753 0.071244971496852202 -0.12867951038234249 0.1027277190902713 -0.10787695449717011 -0.0097525298017850717 0.013309026422072323 0.019669559280194204 0.0059731372484595185 -0.01200311275691715 -0.10954891123474349 0.10830422184368738 0.011048790782696414 0.0078139932529356637 -0.10808982729018204 -0.13254863672192471 0.10405291505234933 -0.11327221340217238 -0.035151442856001185 0.04034130920821638 -0.044104436471508572 -0.00080249515337282298 0.031141874345465132 0.071138647320512324 0.0026980150348134314
leaf_weight=0.65449744357101625 0.44281556893838514 0.80120746071042959 0.29591030508163285 0.78674993295862705 0.90188636118546106 0.44233087602208343 1.3698269920423629 0.31895441887900222 0.22776275314390659 0.32497030579543107 1.0125982130055033 2.0827526937555372 0.3915329653259505 0.24738619273011864 0.15571476559671282 0.26322490903839924 0.20449018478393544 0.16822431795299031 0.82425717889600492 0.39835569199931253 0.42877384200801261 0.79280060797464091 0.5127300655512953 0.73223944039818878 1.7909910589096387 0.85274377116911615 86.155935533151592 0.84182301976761664 1.0950772628457346 2.7322567930314108
leaf_count=28 11 21 12 19 27 57 23 10 4 33 41 119 34 39 28 15 1 4 90 97 53 10 23 49 23 37 1862 20 18 92
internal_value=-4.12026e-05 -0.0194 0.000222674 -0.000399178 -0.0406647 -0.0216647 0.0217504 0.0376286 -0.0203597 0.000247285 0.0317238 -0.000317069 -0.0194305 0.0523525 -0.0768193 5.11192e-05 -0.022301 -0.00790536 -0.0249913 -0.0727162 0.000474945 0.0140502 -0.0116967 0.0265355 -0.000722947 -0.032132 3.53759e-05 -0.00672375 0.0130571 0.0222803
internal_weight=108.251 1.4557 106.795 103.797 1.64013 1.34422 2.99828 2.16393 0.794103 102.157 1.79935 100.357 0.834349 0.475149 0.480685 99.8767 1.85855 1.59533 1.39084 0.56658 98.0181 7.94786 2.59548 5.35237 90.0703 2.12334 87.9469 1.69457 4.55957 3.82733
internal_count=2900 49 2851 2730 96 84 121 76 53 2634 60 2574 45 43 61 2513 207 192 191 101 2306 311 142 169 1995 110 1885 57 159 110
is_linear=0
shrinkage=0.1


Tree=219
num_leaves=31
num_cat=0
split_feature=0 1 1 1 3 2 3 1 3 2 2 4 1 3 0 1 4 2 4 0 4 4 1 2 2 3 3 2 2 2
split_gain=0.0536422 0.255283 0.165457 0.226082 0.201666 0.138311 0.0915294 0.186241 0.107987 0.203232 0.225207 0.0749715 0.497029 0.364559 0.680783 0.473485 0.293622 1.22997 0.322156 0.894378 0.373242 0.258984 0.189752 0.32068 0.174187 0.344524 0.45723 0.427675 0.24863 0.540636
threshold=76.591483678350016 56.229101798300007 57.960468834350003 59.74022811670001 0.087405000000000024 -0.26820499999999997 -0.25445999999999996 55.788194664950005 -0.24266999999999997 -0.23280999999999999 -0.093604999999999994 36.514114975300011 69.64719632740001 -0.093074999999999991 96.588235252600015 78.349735295650007 37.020641110850008 -0.081169999999999992 37.737818700150008 92.851278451300018 37.511241581900002 33.96174662340001 61.86411003975001 -0.044409999999999998 0.22542000000000004 0.08079500000000002 0.094415000000000013 0.26462000000000008 0.049235000000000008 0.090855000000000033
decision_type=2 2 2 2 2 2 2 2 2 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 -3 7 -1 -8 -10 -11 12 21 -14 -15 -16 17 -13 19 -18 -21 -5 23 -20 28 27 -27 -26 -24 -30
right_child=2 5 3 11 -6 -7 8 -9 9 10 -12 16 13 14 15 -17 18 -19 22 20 -22 -23 24 -25 25 26 -28 -29 29 -31
leaf_value=0.024683181567041593 0.039332209050492339 0.0084823308500325632 0.0044584611807554934 -0.014667343425132741 -0.10791402993817929 -0.11111091899006045 0.055905120631910436 -0.10613425329481246 0.026132492904784706 -0.11035038966574647 0.024416832622520163 -0.12067475511450282 0.033080258329578109 -0.11781012869538512 0.037988931717610815 -0.10382056021495994 0.092217570846971159 0.02513020007723455 -0.046147918747922241 -0.063810976891148591 0.048207630811332475 0.039822343639573543 -0.000287105878766299 0.016780923832733302 -0.062770928118774411 -0.1148586573098459 0.0036344258421235442 0.038787088247228083 0.069878446970661437 0.0017554573548996648
leaf_weight=0.21786578699539005 1.0760073564597394 0.13214186148252338 0.28323786432156239 1.1122431839867193 0.36616275472624693 0.36059204806224432 0.40482977920328322 0.21744958788622171 0.88640768319237428 0.2924614725634459 0.21526546069799002 0.98613649565095363 0.79804550290737131 0.80873636846081387 0.89375749777173019 0.31965781501270385 1.3386408863589161 1.399851012007274 2.2410195596748967 0.84123622975403101 0.46014924325027096 4.0425906024174765 77.849867053959997 1.2679677139967669 0.62155183483264353 0.72739077501319094 0.58961481374353752 1.2456806135960503 1.6365719676887227 4.042818341658176
leaf_count=47 23 7 15 37 26 73 5 12 43 24 43 32 61 33 36 124 18 23 38 43 25 56 1678 16 21 46 31 40 56 168
internal_value=-3.94545e-05 -0.0138859 0.000320335 -8.37845e-05 -0.0589025 -0.0790383 0.000482363 -0.040663 0.0104388 -0.00276379 -0.0532119 0.000286256 0.00959994 -0.0241515 -0.0467381 0.000631143 -0.000493567 -0.0351315 0.000396411 0.0348287 -0.024203 0.0280653 -0.000611123 -0.0234087 0.000311413 -0.0226438 -0.0618101 0.00498114 0.00118649 0.0213858
internal_weight=107.676 2.72701 104.949 103.873 0.649401 0.492734 2.23428 0.435315 1.79896 1.39413 0.507727 103.224 7.97503 2.8202 2.02215 1.21342 95.2485 2.38599 92.8625 2.64003 1.30139 5.15483 90.2225 3.50899 86.7135 3.18424 1.31701 1.86723 83.5293 5.67939
internal_count=2900 254 2646 2623 41 80 174 59 115 110 67 2582 347 254 193 160 2235 55 2180 86 68 93 2094 54 2040 138 77 61 1902 224
is_linear=0
shrinkage=0.1


Tree=220
num_leaves=31
num_cat=0
split_feature=1 1 3 1 2 2 2 1 4 4 1 0 1 2 2 2 3 3 3 3 3 4 0 0 4 0 2 4 2 3
split_gain=0.0564379 0.609417 0.443949 0.332197 0.235429 0.232354 0.702054 0.514243 0.537103 1.08753 0.69233 1.10569 0.458745 0.44399 0.398321 0.331118 0.252728 1.46464 1.11283 1.01566 0.772908 1.60825 0.584236 0.52947 1.00638 0.677465 0.410335 0.366932 0.359673 0.189612
threshold=64.434276012450013 62.837331883000012 0.086230000000000015 64.84561010645001 -0.098345000000000002 -0.088099999999999998 -0.091779999999999987 62.116825104000007 41.395309858300003 42.049402686800001 62.00390986255001 85.328972602300013 61.409760615700009 -0.11808 -0.085734999999999992 -0.13324 0.083415000000000031 0.086520000000000027 0.082775000000000029 0.087530000000000011 0.091975000000000015 42.428475018400007 86.530713386650021 85.968825637350008 41.495754733000005 85.737618238150006 -0.055714999999999994 39.56957118270001 -0.01762 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 4 -2 -3 6 7 8 12 -10 11 29 -1 15 -7 -14 18 -18 22 -19 21 -21 27 25 -25 -22 -26 -16 -29 -11
right_child=3 2 -4 -5 -6 14 -8 -9 9 10 -12 -13 13 -15 16 -17 17 19 -20 20 23 -23 -24 24 26 -27 -28 28 -30 -31
leaf_value=0.033521868885192464 -0.060260990337966308 0.031767522280915506 0.0097237090774617667 -0.0012175144308012613 0.10160094897518242 0.041746352930056442 -0.067138511767351305 -0.042713449643890539 0.07487650034130798 -0.012215618958648311 0.064589819689451558 -0.12150237771748956 -0.046513786829226335 -0.084880687936051566 0.028411294568886771 0.025358158884219325 -0.079002122157716195 0.083409192249227229 0.11703138232580793 -0.11692230571275231 0.0070422334900484551 0.021568168475625898 0.03829193338498308 0.062902246926018757 0.019134200048416532 -0.077577405797956064 -0.039666749282314458 -0.062258103926281727 0.03348748543371715 0.045000166956450052
leaf_weight=1.2362874913815192 0.96977322289603662 0.82332348625277507 2.5551598077872768 54.79944324263505 1.1670981215429481 2.5913084511412334 1.9310930251376692 2.6916598753305143 2.5939164815936238 1.8764055703031779 1.0788055474695282 0.91818694164976467 1.3593969273788391 1.2703129253350196 0.94331211084500255 1.2129734233021738 2.3596299991404548 1.5063260155729974 0.96095169708132733 1.6180411305758782 3.0254281647939925 1.7405142031493595 2.4855591924861073 3.6547973137348873 2.703021579422066 1.3766120422515085 2.1156821101903822 2.1077379677444701 0.48208456016436674 0.83783021359704424
leaf_count=83 22 25 42 1904 24 27 36 39 25 92 23 27 39 18 13 9 38 14 5 36 52 25 23 40 21 32 34 37 78 17
internal_value=-4.30938e-05 0.00235337 0.0373063 -0.00224422 0.0727149 -0.00105041 -0.0103695 -0.00309782 0.00551255 0.0228774 -0.00575243 -0.0266436 -0.0194635 -0.0365102 0.00429112 -0.0126233 0.000706952 -0.00498581 0.017101 0.004859 -0.0024295 -0.045152 0.00114603 0.00871456 0.0233307 -0.0194201 -0.00668273 -0.0249861 -0.0444355 0.00544575
internal_weight=106.993 51.2235 4.54558 55.7692 1.99042 46.6779 17.0069 15.0758 12.3841 7.30514 4.71123 3.63242 5.07897 3.84268 29.671 2.57237 27.0797 20.1001 6.97965 17.7404 16.2341 3.35856 6.01869 12.8755 8.4735 4.40204 4.8187 3.53313 2.58982 2.71424
internal_count=2900 974 91 1926 49 883 408 372 333 184 159 136 149 66 475 48 448 292 156 254 240 61 151 179 95 84 55 128 115 109
is_linear=0
shrinkage=0.1


Tree=221
num_leaves=31
num_cat=0
split_feature=0 3 3 0 0 1 4 4 3 2 4 2 0 4 2 4 2 2 2 4 1 1 2 2 2 0 1 2 1 1
split_gain=0.0504489 0.155358 0.165911 0.0785928 0.096734 0.17738 0.0916638 0.0689084 0.256634 0.53279 0.286595 0.254816 0.215807 0.171261 0.393939 0.40258 0.116213 0.100391 0.187166 0.220979 0.701258 0.618026 0.163068 0.591088 0.176498 0.340631 0.302389 0.689082 0.290276 0.153155
threshold=112.07913100025002 0.07870000000000002 0.078505000000000019 114.06859001680002 118.45077676945002 90.740838818900016 48.852845034800005 48.680511450650009 0.085715000000000027 -0.15818499999999999 48.988717865950008 -0.23361999999999997 110.50907145210002 45.90502654165001 -0.23378499999999999 47.673928029900004 0.62099000000000015 -0.62958999999999998 -0.58180999999999994 39.852039223600009 75.551050381850018 78.285212300550015 -0.29600999999999994 -0.5169149999999999 -0.23059499999999997 86.280686780500005 64.434276012450013 -0.24103499999999997 61.86411003975001 81.524804347700012
decision_type=2 2 2 2 2 2 2 2 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 -9 -12 -11 16 -15 -16 17 -1 19 -19 -21 -22 23 -20 25 28 -27 -28 -24 -26
right_child=1 -3 -4 4 5 6 -8 8 -10 12 11 -13 -14 14 15 -17 -18 18 22 20 21 -23 24 -25 29 26 27 -29 -30 -31
leaf_value=-0.027485930670610705 0.042901042637955265 -0.10681526810446898 0.088931543828904572 -0.1057526803201978 0.10175608840730006 0.040799809719960688 -0.10513031280227331 0.061203539891324821 0.057779837828870473 -0.1136323384302364 -0.053613996621481745 0.025934724853562199 0.013832513076035283 -0.09338771537822374 -0.055074183257673638 0.03545983511012471 0.036590208691725114 -0.018642326098718916 -0.11115372859407267 0.08487211675233429 -0.12353216216611163 0.047875864682219077 0.043643831045762041 0.0090072142504030728 -6.9627146872237563e-06 0.089722391197727236 -0.062319129061275416 0.074680734076778485 -0.089209509666080072 -0.027642815132088994
leaf_weight=1.3114304080190766 0.12684028565854433 0.17937330723555078 0.15506331461074296 0.17150790146820327 0.09469546377658844 0.0604498742773103 0.14948459467632347 1.0200290835928174 0.97195617365650822 0.49847268636221942 0.67318540101405222 1.0021197557216508 0.18107806367333978 0.64547722591669332 0.86311823787400443 1.1397568207466973 0.87556973738537536 0.85563835889297424 0.60325996271058091 1.3883171470370146 0.38783276756294061 0.45965781623999646 0.26853043753180772 1.2737832512939338 85.775815219109973 0.84950646013021502 0.65059060170824534 0.84267453099891976 0.42436546377757622 2.0533339580151724
leaf_count=37 19 180 6 43 2 55 22 16 16 109 29 34 8 68 35 19 34 40 54 21 13 39 77 35 1565 8 45 19 25 227
internal_value=-3.051e-05 -0.0231262 -0.00332304 -0.0270474 -0.0456813 -0.0118609 -0.0631103 0.000175652 0.012503 -0.000536588 0.0194139 -0.00603022 -0.0796671 -0.000356639 -0.0254496 -0.00355486 0.000321334 -5.55931e-06 0.000370496 0.0245759 0.0411154 -0.0305647 -0.000436364 -0.0296111 0.000166315 0.0238726 0.0420899 0.0149922 -0.0377225 -0.000653054
internal_weight=105.953 0.937415 0.758041 0.602978 0.476138 0.30463 0.209934 105.015 4.34684 3.37488 2.69533 1.67531 0.679551 100.669 2.64835 2.00288 98.0203 97.1447 95.8333 3.09145 2.23581 0.847491 92.7419 1.87704 90.8648 3.03567 2.34277 1.49327 0.692896 87.8291
internal_count=2900 327 147 141 122 79 77 2573 212 196 79 63 117 2361 122 54 2239 2205 2168 113 73 52 2055 89 1966 174 72 64 102 1792
is_linear=0
shrinkage=0.1


Tree=222
num_leaves=31
num_cat=0
split_feature=0 1 1 1 3 2 2 2 4 2 3 4 1 3 0 0 3 1 1 1 3 4 2 4 0 3 3 4 2 1
split_gain=0.0559179 0.227802 0.120565 0.206413 0.184245 0.118251 0.0786616 0.133687 0.186495 0.112791 0.650886 0.0633931 0.410265 0.307792 0.622569 0.441478 0.412003 0.246739 0.450968 0.526371 0.406723 0.236933 1.03086 0.273339 0.778459 0.362595 0.332528 0.190584 0.347822 0.314538
threshold=76.591483678350016 56.229101798300007 57.960468834350003 59.74022811670001 0.087405000000000024 -0.26820499999999997 -0.16297999999999999 0.072320000000000023 32.785955158400007 -0.23361999999999997 -0.23958499999999999 36.514114975300011 69.64719632740001 -0.093074999999999991 96.588235252600015 97.550703263350016 0.11467000000000002 68.214248143850014 65.630639880500027 65.111767461350013 0.09310000000000003 37.020641110850008 -0.081169999999999992 37.737818700150008 92.851278451300018 0.091885000000000022 -0.04931 38.052786106700005 -0.033594999999999993 61.614083433650009
decision_type=2 2 2 2 2 2 2 2 2 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 -3 9 8 -8 10 -1 12 17 -14 -15 -16 -17 18 19 20 -5 22 -13 24 -23 26 -26 28 -25 -29
right_child=2 5 3 11 -6 -7 7 -9 -10 -11 -12 21 13 14 15 16 -18 -19 -20 -21 -22 23 -24 27 25 -27 -28 29 -30 -31
leaf_value=-0.11116821316078059 0.034582445782394243 0.0030295572745120173 0.0025790754826304253 -0.063570063256193923 -0.10729753650927487 -0.11030135403458877 0.1019137976325937 0.07003944832191937 -0.10269717667697892 0.036621250927519666 0.057352158476075013 -0.11247001671950306 0.030004062588053305 -0.11599940418662952 0.071960481368385079 -0.10442218987660966 0.065600377551168584 0.064994143867969201 -0.024840845819062263 0.097037553355068071 0.056780501745359008 0.089642047389372967 0.022874354872936691 -0.074052871901022388 0.015656731855801232 0.061154304311978561 -0.10710973459426767 -0.060104097368573785 0.013316483746171363 0.00078192018438646505
leaf_weight=0.40085966463811928 1.0177833417546924 0.12780786742223427 0.27815517788985644 0.55582063571637241 0.33812289771594806 0.32923969100193051 0.053222391754388032 0.087194712716154754 0.27325169915275183 0.78280962671851784 0.53518636701846845 0.94436086125097096 0.79199464940029463 0.73921327997231845 0.50310676364460938 0.46266110265054294 0.20597467380241596 1.2213695757091043 1.7095852992497382 0.99777927389368404 0.56751458114013076 1.2335859299637371 1.392658935394137 0.95710270461859182 0.37894238032095018 0.37435257534934863 0.5281191009107713 0.85694410998257708 0.86970708280568831 85.830740625149929
leaf_count=28 23 7 15 32 26 73 1 4 93 12 36 32 61 33 7 135 18 14 22 13 12 18 23 32 22 19 27 24 13 2025
internal_value=-3.02218e-05 -0.0145432 0.000335524 -7.08169e-06 -0.0577051 -0.0786097 -0.000812325 -0.039962 -0.0693411 0.00860963 -0.0148163 0.000344555 0.00903223 -0.0224131 -0.0441374 0.00119799 -0.0520464 0.0258561 0.0133774 0.0441807 -0.00276835 -0.000377043 -0.0318166 0.000430112 0.0329387 -0.0216483 -0.0558217 -0.000493567 -0.0324581 0.000180036
internal_weight=105.345 2.58957 102.756 101.738 0.616278 0.457048 2.13252 0.413669 0.326474 1.71886 0.936046 101.122 7.75502 2.70295 1.91096 1.17174 0.668636 5.05207 3.8307 2.12111 1.12334 93.3665 2.33702 91.0295 2.515 1.28141 0.907061 88.5145 1.82681 86.6877
internal_count=2900 254 2646 2623 41 80 174 98 94 76 64 2582 347 254 193 160 153 93 79 57 44 2235 55 2180 86 68 49 2094 45 2049
is_linear=0
shrinkage=0.1


Tree=223
num_leaves=31
num_cat=0
split_feature=2 2 3 0 2 3 3 1 0 0 2 3 3 4 0 4 4 2 1 2 2 3 3 3 3 2 4 2 3 0
split_gain=0.0552902 0.467602 0.440721 0.364199 0.324369 0.404137 0.585451 0.318927 0.546455 0.558656 0.306673 0.161541 0.758414 0.418483 0.149494 0.336073 0.147122 0.380842 0.339577 0.319159 0.513396 0.543404 0.391635 0.338368 0.373462 0.493119 0.172785 0.19832 0.136712 0.251083
threshold=0.15675000000000003 0.20327000000000003 0.11263500000000003 88.232507383150008 0.22542000000000004 0.08079500000000002 0.094415000000000013 68.214248143850014 96.249489528150022 99.983757871350008 0.12812000000000004 0.12746000000000005 0.23821500000000004 40.259171735100004 101.23657936015002 43.45354240915001 34.542090938800008 0.098830000000000015 62.057679025150001 0.048530000000000011 1.0000000180025095e-35 -0.04931 0.095645000000000022 0.091545000000000029 0.076825000000000018 0.049235000000000008 31.796797363700005 -0.10710499999999999 0.099780000000000021 92.031298721500022
decision_type=2 2 2 2 2 2 2 2 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 3 4 -2 -3 7 -7 -6 -9 -10 11 16 -13 -14 -11 -16 26 19 -19 20 -18 -22 -23 24 25 -21 27 -1 29 -28
right_child=1 2 -4 -5 5 6 -8 8 9 14 -12 12 13 -15 15 -17 17 18 -20 23 21 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.10468054616777217 -0.091777393076192787 0.042670813082633187 0.068234964365404008 -0.011276691389187382 -0.04978612083646005 -0.1141637233102582 0.0039872634361211128 0.099603207918079112 -0.12191985485627757 0.099716045002189169 0.063022263188028463 -0.10493754544927628 -0.046686500950121293 0.033697511700517498 -0.10378524265341099 0.058937573357000186 0.0011675290293358528 0.032175605233858588 -0.1093008288065339 0.097243139573440676 0.036931271786054438 -0.11281705232611328 -0.010601220564330943 -0.02379504293922792 0.085702552880524877 -0.10976153302799395 -0.029551985712852807 0.04385207885644174 0.081147366836509499 0.054490789477612323
leaf_weight=0.20008049088880886 0.99895968456985285 1.1273557085660284 0.97244477461481427 1.2848439772733398 0.70185013464652035 0.84877976621919493 0.82900411442483346 0.69153662462485943 0.33353557251393773 0.23215040983632207 0.78202487210000882 0.82325366567374603 1.0213783197239084 1.7699715460912555 0.19068209559281968 0.37957329809432849 83.801254557937455 0.24041753538040112 0.57642481799757661 0.20638643116944821 0.56465326424404372 1.0634732394009905 0.57887275700340968 0.68169769778251055 1.3405874038944601 0.26011217874656722 0.58406571103478222 0.16322737036330093 0.5198324785560543 0.90829996030430493
leaf_count=80 26 20 23 29 20 63 33 10 8 4 22 30 36 39 48 13 1950 9 95 10 36 68 12 29 34 44 26 22 15 46
internal_value=-3.16953e-05 -0.00771794 0.00632132 -0.0464885 -0.0049652 -0.0177299 -0.0557845 0.00751287 0.0295188 -0.0131471 0.000655505 0.00014375 -0.0205918 0.00428433 0.0320664 0.00452629 0.000961192 0.000307915 -0.0676607 0.000935276 -8.62814e-05 -0.0476943 -0.0767893 0.0362386 0.0588855 -0.0181794 0.025523 -0.0379476 0.0369828 0.021599
internal_weight=104.677 8.59072 6.30691 2.2838 5.33447 4.20711 1.67778 2.52933 1.82748 1.13594 96.086 95.304 3.6146 2.79135 0.802406 0.570255 91.6894 89.3139 0.816842 88.497 86.0083 2.207 1.64235 2.48878 1.80709 0.466499 2.37551 0.363308 2.0122 1.49237
internal_count=2900 297 242 55 219 199 96 103 83 73 2603 2581 105 75 65 61 2476 2287 104 2183 2066 116 80 117 88 54 189 102 87 72
is_linear=0
shrinkage=0.1


Tree=224
num_leaves=31
num_cat=0
split_feature=2 2 4 3 1 2 3 1 0 1 3 2 3 3 3 1 0 2 1 1 4 1 2 2 4 0 4 1 0 3
split_gain=0.0533122 1.52327 0.38288 0.565301 0.3616 0.295003 0.793655 0.273758 0.368816 0.277869 0.162112 0.106592 0.452784 0.43327 0.479044 0.326866 0.31049 0.306417 0.378651 0.886851 0.315218 0.295314 0.16003 0.437344 0.372452 0.636464 0.325382 0.285168 0.265448 0.259326
threshold=0.19122000000000003 0.20327000000000003 33.96174662340001 0.094415000000000013 71.273713496300005 0.22542000000000004 0.08079500000000002 68.214248143850014 96.249489528150022 80.371455809750003 0.09660500000000001 0.048530000000000011 -0.11050499999999999 0.088990000000000027 0.09642000000000002 66.697957758300021 94.964406541850011 1.0000000180025095e-35 62.132955852800002 62.014663695050011 36.921550069850007 70.026268923800004 -0.031989999999999998 -0.024989999999999998 41.495754733000005 87.181320254150009 41.811877919650009 62.106071271500007 93.262612545250008 0.11614000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 -2 10 5 -5 -4 7 -7 -9 -10 -3 17 -13 16 21 -16 -14 22 19 -19 -20 -15 29 26 28 27 -24 -26 -25 -1
right_child=1 2 3 4 -6 6 -8 8 9 -11 -12 12 13 14 15 -17 -18 18 20 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.00071422736764745892 -0.16613149629607704 -0.01388165019215766 0.047341424916569348 0.099676105849291985 0.010330788605973574 -0.0450704397232288 -0.11324154907114473 0.097609116423589853 -0.067619935734756317 0.039883535744874382 -0.12692336853703984 -0.10519613685728701 0.0015947585011257355 -0.11097298669160356 0.049669220158104696 -0.033799537251111754 0.075244490729326596 -0.078541287975539498 0.025128751455810838 0.10333599636730456 -0.10162889059522605 -0.0029674092737828721 0.01820335392339564 -0.0023446664859498793 -0.02951542370874722 -0.078199083401804467 0.087052331469349015 0.072250059929279672 0.062086665962832237 -0.023299204787132918
leaf_weight=76.264222252644117 0.56244482554939068 0.22850699602167868 0.74492224617279168 0.99772247610962927 0.82967679150897311 0.69797722517978478 0.73360499275145219 0.53293646627571412 0.41721528116613626 0.56743735687996377 0.28520496580131294 0.30521499816677522 0.86445660458230067 0.55159668325359257 1.4166374663036552 0.70147606161663123 1.6943117349019301 0.57388686488047758 0.24748890935916257 0.50315115970443003 0.94635365643216574 0.46790549288385819 1.7405605727290097 1.6813009839679565 0.5195674949209208 1.3335943534184478 1.1334288028883746 0.58584255023743026 1.0318413408633658 4.7789595985889255
leaf_count=1910 11 36 13 17 36 20 53 8 12 38 9 72 65 18 29 36 64 38 6 6 70 30 32 37 34 26 23 11 15 125
internal_value=-3.40774e-05 -0.00873325 0.00593532 0.0136181 0.0591115 -0.00888668 -0.0230892 0.00676155 0.0306004 -0.00566765 -0.0766407 0.000555537 0.013465 0.019823 -0.00508255 0.0220261 0.0503626 -0.000292694 -0.0365664 0.00642485 -0.0753515 -0.0614033 0.000632128 0.0141013 -0.00333307 -0.0316908 0.0453557 0.024418 0.0221594 -0.000701798
internal_weight=103.939 6.59765 6.0352 5.52149 1.8274 3.69409 2.94917 2.21557 1.51759 0.984653 0.513712 97.3418 6.0016 5.69638 3.13762 2.11811 2.55877 91.3402 2.27088 1.07704 1.19384 1.0195 89.0693 8.02614 5.15215 2.439 2.87399 1.10541 2.71314 81.0432
internal_count=2900 253 242 197 53 144 131 78 58 50 45 2647 314 242 113 65 129 2333 120 44 76 48 2213 178 123 71 55 45 52 2035
is_linear=0
shrinkage=0.1


Tree=225
num_leaves=31
num_cat=0
split_feature=4 2 2 2 2 2 2 2 0 2 2 3 3 2 2 1 2 3 3 2 3 3 3 2 3 2 2 0 4 4
split_gain=0.0570336 0.252288 1.0907 0.469749 0.515693 0.413732 0.334603 0.77325 0.686338 0.270306 0.475463 0.673823 0.416632 0.330705 0.633082 0.276159 0.261824 0.676059 0.260777 0.579719 0.454576 0.693551 0.451458 0.42022 0.410392 0.280356 0.264534 0.365582 0.176342 0.174213
threshold=42.297164883650005 -0.067574999999999996 -0.053019999999999991 -0.042409999999999996 -0.031989999999999998 -0.02852 -0.081474999999999992 -0.082314999999999985 86.866770652900016 -0.08756499999999999 -0.096499999999999989 0.088165000000000021 0.085155000000000022 -0.098345000000000002 -0.101965 62.014663695050011 -0.089514999999999997 0.08594000000000003 0.095290000000000027 -0.58180999999999994 0.085765000000000022 0.087205000000000019 0.082055000000000017 -0.12835499999999997 0.090390000000000012 -0.24103499999999997 -0.156745 90.662873533100012 44.611732354850012 47.833738492450003
decision_type=2 2 2 2 2 2 2 2 2 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 -6 7 9 -8 10 13 16 -11 14 18 -14 17 -12 20 -20 22 -22 23 25 -23 -2 28 -28 -27 -30
right_child=1 2 3 4 5 -7 8 -9 -10 12 11 -13 15 -15 -16 -17 -18 -19 19 -21 21 24 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.0016166840527004752 -0.10195443608888262 -0.13044856614542255 0.086898505462468842 -0.12427293441592953 0.09098148755302643 -0.014538533506417685 0.086545674812955706 -0.11436329689935298 -0.0057116308189585022 -0.024684678703453949 -0.099569605156479002 -0.11944214981927122 0.06287128835851824 0.050137212375485879 -0.11203508312009927 0.011236803110028414 0.012752212700169678 0.027995071663024059 0.027111739020417525 -0.11699952160253863 0.10509828734394056 -0.049269190756235919 -0.066236907050603061 0.092255455192731289 0.043919751943295927 0.049471454474793237 0.10346552297420991 -0.1186977071932442 -0.038921844151059662 0.009470970680997037
leaf_weight=69.229379796850367 0.27609315321388272 0.80006918631261204 0.4992750860255909 0.3964097459684125 0.40602808780386102 4.3792878014514818 1.3204632026026986 0.61141682964807742 2.071212021401152 1.6230255235568609 0.95244546057074331 0.79123671888373781 1.9213488949462769 1.3092881536431384 0.5079758226575003 2.247384274873184 1.5748194700572631 0.73688038002001122 0.5656701676780358 0.55107954146569571 1.05507144209696 0.82208922205609258 1.0731335271029818 0.49554269108921367 1.1115331068001522 0.83768404286093279 0.093506477773184993 0.35633486407459714 0.93550613243132819 3.6322559983454994
leaf_count=1712 116 23 9 15 11 309 14 17 34 26 33 36 12 16 21 29 25 13 15 27 12 22 28 10 25 18 1 96 50 125
internal_value=-2.98135e-05 -0.00338688 -0.0211342 -0.00573915 -0.0146651 -0.00558529 0.000799829 -0.00334187 0.0302064 -0.000449641 -0.00659233 -0.0366501 0.0182997 0.00235561 -0.00272499 0.0350349 -0.0165811 -0.0439262 0.00197848 -0.0440025 0.00678252 0.0398839 -0.00606542 0.00367848 0.00430001 -0.00348038 0.00116295 -0.0725176 0.00729465 -0.000440179
internal_weight=103.183 33.9541 6.48107 5.681 5.18173 4.78532 27.473 24.0813 3.39168 23.4699 17.6781 4.05538 5.79176 13.6228 12.3135 4.16873 3.26415 1.68933 11.8055 1.11675 10.6888 2.98869 7.70006 6.62692 1.93362 6.13138 5.85529 0.449841 5.40545 4.56776
internal_count=2900 1188 367 344 335 320 821 773 48 756 689 107 67 582 566 41 71 46 545 42 503 59 444 416 47 406 290 97 193 175
is_linear=0
shrinkage=0.1


Tree=226
num_leaves=31
num_cat=0
split_feature=0 3 3 3 1 1 3 1 0 2 2 2 1 2 0 0 4 4 0 0 3 3 3 0 3 0 3 4 3 0
split_gain=0.0509233 0.198316 0.167404 0.22657 0.103698 0.189098 0.173803 0.09272 0.221869 0.0843876 0.0683032 0.485252 0.244867 0.65201 0.434111 1.08513 0.37521 0.56128 0.496436 0.471968 0.385489 0.503276 0.463153 0.365565 0.733836 0.2121 0.307613 0.244329 0.448596 0.243552
threshold=76.591483678350016 0.078935000000000019 -1.0000000180025095e-35 -0.11050499999999999 57.960468834350003 59.74022811670001 0.087405000000000024 55.895732990150002 71.144667506050013 -0.23280999999999999 -0.14228499999999997 -0.14380499999999999 62.084563606450011 -0.26820499999999997 86.232294534150014 86.530713386650021 38.828362408050005 37.272044000450002 94.30842275800002 89.219171517050015 0.098200000000000023 0.083905000000000021 -0.082159999999999997 97.32487278035002 0.076825000000000018 105.98708487665002 0.074640000000000026 41.792045663550006 0.095845000000000027 97.671683879200017
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 6 -6 8 -1 -9 11 12 13 -7 -14 -16 17 19 20 -17 21 22 -18 24 -20 27 -27 28 -25 -29
right_child=4 -3 -4 -5 5 10 -8 9 -10 -11 -12 -13 14 -15 15 16 18 -19 23 -21 -22 -23 -24 25 -26 26 -28 29 -30 -31
leaf_value=-0.11169367197602514 0.032477309173843026 -0.077631650545201866 0.079409621327928559 -0.10490131104653029 0.0012513814387060339 0.039280894722724828 -0.10697870842627216 0.059469593166936965 0.0071858612334114828 -0.014401963344809351 -0.00090283320523591747 0.073422533138493923 0.058483156203810449 -0.089049909875722991 -0.16331265713025089 -0.12261859185363078 0.053012380862105517 -0.1151092181368098 0.01602847422559631 0.026364721698796913 -0.01060506628564367 0.081240130967478286 -0.071989135305860291 0.031159125125828316 -0.11710543673289853 0.018069188152682932 -0.1046603696043928 0.10183766270637531 -0.071843677658551208 0.022173762266380223
leaf_weight=0.20031568931699462 0.99246800332912144 0.41120392825541774 0.2272265609353773 0.22775046711103653 0.27962088702770316 0.68399064429104328 0.31611456444079522 0.39751377612810757 0.72592922557669226 0.2531028033245093 80.607346925072989 1.0055783764983051 1.4203904859050442 0.93998801524867903 0.39323781570419569 0.25897800340317134 0.72593867663817946 0.60324859806223674 0.88701940038299631 1.1883084351937894 1.2650719922676215 2.3072121587465517 0.5009585514053454 1.0762062995345334 0.77641592631698586 0.44927731360985479 0.37441971706789445 0.50200891774147782 0.69644143991172303 1.6293466514762256
leaf_count=74 23 40 4 59 15 13 26 30 21 26 1769 12 45 36 8 5 34 55 39 114 15 28 36 34 33 40 126 6 28 106
internal_value=-3.46599e-05 -0.0142988 -0.00148147 -0.0116668 0.000314239 -8.56155e-06 -0.0561787 0.00179929 -0.0185238 0.0307321 0.00033188 0.00595995 0.00189249 -0.0349993 0.00587214 0.000391154 0.00525297 -0.0340719 0.0124589 -0.000294411 0.0367651 0.0537217 0.00197259 -0.00579285 -0.0461124 0.00839352 -0.0377188 0.0181227 -0.00930882 0.0409374
internal_weight=102.323 2.44304 2.03184 1.80461 99.8796 98.8871 0.595735 1.57686 0.926245 0.650617 98.2914 17.684 16.6785 1.62398 15.0545 13.6341 13.2409 2.05054 11.1903 1.44729 4.79918 3.53411 1.2269 6.39114 1.66344 4.7277 0.823697 3.904 1.77265 2.13136
internal_count=2900 254 214 210 2646 2623 41 151 95 56 2582 813 801 49 752 707 699 174 525 119 113 98 70 412 72 340 166 174 62 112
is_linear=0
shrinkage=0.1


Tree=227
num_leaves=31
num_cat=0
split_feature=0 0 3 1 3 4 1 1 1 0 2 2 4 2 4 3 4 3 4 2 4 1 2 1 1 3 4 4 4 2
split_gain=0.0534492 0.983064 0.584391 0.54523 0.783158 0.460839 0.41026 1.36644 0.591265 0.431176 0.33513 0.432673 0.331017 0.449316 0.661808 0.584074 0.40957 0.282347 0.238064 0.494718 0.854402 0.622474 0.533719 0.299945 0.60861 0.368689 0.264798 0.856083 0.565381 0.348231
threshold=90.837623311600012 90.337570099350003 0.25847000000000003 67.649671936450019 0.084795000000000023 38.238138001450004 65.727424373200009 66.499011856650014 67.649671936450019 89.219171517050015 0.20327000000000003 0.13860000000000003 38.238138001450004 -0.094344999999999998 36.514114975300011 0.07797500000000003 39.134693790050008 0.21240500000000004 38.238138001450004 -0.033594999999999993 34.542090938800008 82.987325570650015 -0.024989999999999998 71.429644067900014 78.220689305400015 0.10236000000000002 38.386256906100009 38.703421923500009 39.211875820650008 -0.071129999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -2 -6 10 -8 -9 -10 11 12 13 14 15 -1 -14 18 19 20 -5 -22 -21 -24 -25 -26 -20 -28 29 -29
right_child=2 -3 -4 17 5 -7 7 8 9 -11 -12 -13 16 -15 -16 -17 -18 -19 26 22 21 -23 23 24 25 -27 27 28 -30 -31
leaf_value=-0.074416097656689328 0.019346544257920074 0.059738013573607862 -0.10861021312997397 0.022882354173330458 -0.017823212299687682 -0.12391344368163078 -0.14459538248036682 0.090058821233988173 -0.11682943008806113 0.050125537122262136 0.052039190287687581 -0.059732327209265482 -0.045558457833931372 0.055112035473692027 -0.066780294416833114 0.065259598489258525 0.00021655319725646157 0.07348115650663882 0.047037554001689658 0.099576681809794454 -0.11173197666083928 0.052488302227405637 0.015691458817275804 -0.11341948143821844 -0.057327696310577561 0.09543904857559117 -0.10899228327377795 0.0063947719151738669 0.00046414780179034629 0.07744003506617525
leaf_weight=0.38433955966502287 1.2067587893834564 2.8023928301772676 0.51447150798037355 1.1015264827898366 0.64498684927821148 1.1212105994782176 0.82443829206749741 0.62483043665997662 0.36946936587810342 0.26609503748113639 1.2431706417355588 1.2045495281636238 2.0482352762483051 2.5215605302801114 1.0295664963778106 1.3543766272923674 42.785843803709213 0.53944769072313548 1.3803626436274488 0.53810302320926018 1.6039108105142075 0.26961720178792337 2.0962717421352859 0.65286150242900454 0.29639059655249866 0.33829621420250078 0.67649400789332759 1.196311153936904 28.362138699350226 1.6298657794984617
leaf_count=66 34 46 40 90 6 44 15 9 29 20 35 32 31 40 25 30 789 15 15 9 131 54 26 24 80 7 32 33 1065 28
internal_value=-3.82007e-05 0.00197249 -0.00265387 -0.00140517 -0.0427461 -0.085171 -0.000989317 -0.0444953 0.0209813 -0.0469295 0.000735998 -0.00050656 0.000916719 0.0245751 -0.00324018 0.0343846 -0.00187467 0.00161596 0.000650208 -0.0162574 -0.0470078 -0.0880992 0.00706902 -0.00764177 -0.0456309 0.0240989 0.00415782 0.0023003 0.0047143 0.0473668
internal_weight=101.628 57.4589 44.169 43.6546 2.97296 1.7662 54.6565 2.08483 1.26039 0.635564 52.5716 51.3285 50.1239 5.28984 2.76828 1.73872 44.8341 40.6816 40.1421 6.89698 2.97505 1.87353 3.92192 3.38382 1.28755 0.634687 33.2452 31.8648 31.1883 2.82618
internal_count=2900 1167 1733 1693 84 50 1121 73 58 49 1048 1013 981 161 121 96 820 1609 1594 421 275 185 146 137 111 87 1173 1158 1126 61
is_linear=0
shrinkage=0.1


Tree=228
num_leaves=31
num_cat=0
split_feature=1 1 3 1 2 0 2 0 4 2 4 4 0 2 1 4 0 1 1 1 4 1 4 4 1 2 2 3 3 1
split_gain=0.0524201 0.55649 0.3684 0.242591 0.220475 0.763468 0.890749 0.535801 0.845844 1.38348 0.48996 1.0676 0.798986 0.602195 0.661165 0.601734 0.367731 0.407397 0.361077 0.884918 0.650141 0.419984 0.389707 0.385828 0.297465 0.276225 0.336083 0.462528 0.293803 0.259909
threshold=64.434276012450013 62.837331883000012 0.086230000000000015 64.84561010645001 -0.069554999999999992 86.280686780500005 -0.022239999999999999 86.458125017100016 42.541806567400009 -0.12350999999999999 41.348489042950007 42.102795028150005 85.939252597950016 -0.081474999999999992 62.084563606450011 42.508878681700004 85.807518149550006 61.409760615700009 62.00390986255001 61.987779113750001 41.028010303750008 61.923256118600001 41.395309858300003 43.812290675100009 62.095317438950012 -0.082509999999999986 -0.084239999999999995 0.090390000000000012 0.085880000000000026 61.944763783650011
decision_type=2 2 2 2 2 2 2 2 2 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 18 -7 10 9 -9 12 -12 16 14 15 -13 17 -1 19 20 -6 22 -22 -24 -20 26 27 28 29 -17
right_child=3 2 -4 -5 5 6 -8 8 -10 -11 11 13 -14 -15 -16 25 -18 -19 24 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.034725009791863742 -0.052876494789283558 0.070522680151732658 0.0109774594187305 -0.0013272187652959445 0.0099139699588453173 0.059963327481348028 -0.016158734164514976 0.014473491516089407 0.010788762307160291 -0.085728667609290973 0.052735185730128697 -0.084254955162577916 -0.086634627151862847 0.068425101347995218 -0.083354727432990494 0.01965424357500354 0.071895900103024032 -0.040639142124478334 -0.070007246441270848 0.07706247406366265 0.096460730426765617 -0.1268587459291661 -0.11349044585374579 0.045077370276279304 0.0049721207879324502 -0.051332019528996513 0.07538358736548488 0.076999653424672049 -0.060107009209731659 -0.042891604336514288
leaf_weight=1.1421398247257526 0.92948076871107232 1.8459066363066075 2.3769825442577712 51.22121245006889 2.8249660453002416 4.4431158490478992 2.3503966941498211 2.1793089006096125 3.9651489758398384 3.7470017038285715 4.6092563353013238 0.81609246414154579 1.4231784049188716 0.9872784455656064 1.1870540430245453 2.8108384821098276 0.61879757978022087 1.9282384956313761 1.568877377532772 1.2240464055212212 0.20642517326632492 0.71490033346344717 0.45666192911085091 0.23110555703897262 0.79837723965465546 0.73372364859096961 0.7695011493487981 0.7574237523949704 0.8580979628022759 0.87004125452949654
leaf_count=85 22 49 42 1904 52 39 38 20 38 36 43 16 23 14 33 107 9 50 39 13 5 24 80 18 20 10 9 19 21 22
internal_value=-4.58242e-05 0.00232263 0.0370058 -0.00224598 -0.000989367 0.00895665 0.0336269 -0.00600206 -0.0249614 -0.0488809 0.00360937 0.0130516 -0.0229852 -0.00563188 -0.0139378 -0.00311783 0.00156888 -0.0126047 -0.0119268 0.0017932 -0.0189853 -0.0697216 -0.0240409 -0.060208 -0.0447198 0.00662027 0.0136301 0.00465809 -0.00741362 0.00487042
internal_weight=100.596 48.4449 4.22289 52.1507 44.222 14.8189 6.79351 29.4031 9.89146 5.92631 19.5117 14.3993 5.11235 9.79005 8.80277 7.61572 3.68918 3.07038 8.02536 5.65811 4.43406 1.60909 0.894193 0.687767 2.36725 6.79963 6.0659 5.2964 4.53898 3.68088
internal_count=2900 974 91 1926 883 328 77 555 94 56 461 294 167 251 237 204 144 135 251 192 179 127 103 98 59 188 178 169 150 129
is_linear=0
shrinkage=0.1


Tree=229
num_leaves=31
num_cat=0
split_feature=0 3 3 3 3 1 1 1 1 2 1 4 0 4 0 1 3 0 1 4 4 4 4 4 2 0 1 4 0 0
split_gain=0.0567243 0.178598 0.141567 0.203101 0.091439 0.163522 0.145697 0.0857405 0.178761 0.157081 0.071107 0.319833 0.175156 0.499172 0.770661 0.418304 0.247461 0.159755 0.382455 0.601332 0.12344 1.01849 0.454019 0.380029 0.630457 0.385562 0.274832 0.710379 0.809067 0.413803
threshold=76.591483678350016 0.078935000000000019 -1.0000000180025095e-35 -0.11050499999999999 -0.25445999999999996 55.788194664950005 55.855406118200008 57.960468834350003 59.74022811670001 -0.098345000000000002 61.767325547050007 38.592454371550012 85.613949164150014 38.175120519550006 85.447264760050004 61.917879202350001 0.083565000000000014 85.807518149550006 61.960894532450006 42.448133449100006 41.24714903835001 41.134354310300004 41.028010303750008 41.532441862050007 -0.079824999999999993 90.337570099350003 64.654729579150015 38.771633980050005 86.345209775600011 86.780739992750014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 -2 9 -9 11 -10 13 -12 15 -15 -17 18 -14 -20 21 22 26 24 25 -22 27 -19 -29 -30
right_child=7 -3 -4 -5 6 -7 -8 8 10 -11 12 -13 17 14 -16 16 -18 20 19 -21 23 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.023050755224077527 0.030377182362782695 -0.076621846955612971 0.07452775810279734 -0.10453675452553786 -0.031027333789407668 -0.10547873692329819 0.042542850970916174 -0.0010580367747519133 0.062519896041623169 -0.10588245429380108 -0.10917411378258216 -0.012125194968603582 -0.022081621214319284 0.054529476648851549 -0.10160728205486076 0.014999172698918241 -0.084749914431870757 0.076865813991284698 0.056831912165116509 -0.017989996754063948 -0.12391228326461895 0.070638377265781802 -0.055021385975852405 -0.0010023646103943925 0.00099858545715344549 -0.03277202159755771 -0.0030341033043140165 -0.02821247641822703 0.068073180203953351 0.0065025688093062464
leaf_weight=0.19820222452108271 0.94065410876646538 0.39603197533142509 0.21029003337025565 0.21011179472043306 0.43381935960860551 0.19773863146838266 0.70929706170863938 0.27445224918483291 0.94880658527836148 0.29836333449566055 0.55161089639113869 1.4531255750334819 1.9087521526671469 1.4400175302289433 0.66273427480336966 0.55751440022140719 0.44901178598775005 1.6160139041021455 3.1021677542012185 1.643032276217127 0.88875297270715214 2.1368945147478362 1.4558964440068383 35.79127806594397 2.4359530962246927 0.9716010799875221 29.368658448161227 3.9836487784050387 1.9685414498671887 2.4501934838481247
leaf_count=47 23 40 4 59 39 45 20 18 20 23 34 31 30 16 35 35 47 21 30 35 13 28 28 1085 32 30 920 56 20 36
internal_value=-3.87689e-05 -0.0153726 -0.00299328 -0.0123131 0.000277281 -0.0411387 0.0146225 0.000332449 3.91466e-05 -0.0556581 0.000372231 0.017361 -6.47445e-05 -0.0215052 -0.00595208 0.0199596 -0.0294989 0.000810089 0.0157193 0.0309247 -0.000384186 0.00333875 -0.000182355 -0.00437572 -0.0324782 -0.0763128 0.00184471 0.0161468 0.00446883 0.0339322
internal_weight=99.6532 2.35549 1.95946 1.74917 1.53906 0.395941 1.14312 97.2977 96.357 0.572816 95.7842 2.40193 93.3823 3.66089 3.10928 2.44654 1.00653 89.7214 6.65395 4.7452 83.0674 42.9798 40.843 40.0876 4.29631 1.86035 39.3871 10.0184 8.40238 4.41873
internal_count=2900 254 214 210 151 92 59 2646 2623 41 2582 51 2531 167 133 98 82 2364 95 65 2269 1109 1081 1160 75 43 1053 133 112 56
is_linear=0
shrinkage=0.1


Tree=230
num_leaves=31
num_cat=0
split_feature=0 0 0 2 0 1 3 3 0 0 3 2 1 2 4 4 3 3 1 4 2 0 4 4 4 4 3 4 4 2
split_gain=0.0494059 0.215067 0.199689 0.152147 0.831523 0.311574 0.291237 0.344092 0.241764 0.572818 0.18927 0.341738 0.148477 0.14643 0.297169 0.233015 0.24045 0.211584 0.320461 0.136785 0.193697 0.145108 0.127777 0.110725 0.862012 0.372657 0.336258 0.763915 0.823803 0.591544
threshold=85.716110573100011 85.807518149550006 85.694602908050015 -0.089514999999999997 85.328972602300013 60.474177186300004 0.08079500000000002 0.083905000000000021 84.95796538030001 83.992808911450012 0.099780000000000021 -0.083135000000000001 61.987779113750001 -0.22386500000000001 39.468990633150007 48.680511450650009 -0.15959999999999999 -0.11050499999999999 60.474177186300004 40.742467179200005 -0.013805 68.977770252900015 41.678468725050003 41.24714903835001 41.134354310300004 41.028010303750008 0.087605000000000016 41.811877919650009 41.495754733000005 -0.079824999999999993
decision_type=2 2 2 2 2 2 2 2 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 12 3 4 8 19 -7 -8 9 13 11 -9 -2 15 -15 16 -1 -18 -19 -5 -21 -22 -13 24 25 -3 -25 28 29 -28
right_child=1 23 -4 5 -6 6 7 10 -10 -11 -12 22 -14 14 -16 -17 17 18 -20 20 21 -23 -24 26 -26 -27 27 -29 -30 -31
leaf_value=-0.1100880871808055 0.00070998414802950693 0.0018827814574999529 -0.059023545386474044 -0.10537069471243565 -0.11156070537630802 -0.049556606614152565 0.090126536023161744 -0.083039231933871846 0.061573339697407949 -0.1135068699953846 0.037719591686751958 0.047569598052998749 0.039609976577762919 -0.031360094023361498 0.074267098226039038 0.017308628255033608 0.085677950593937582 -0.10062912370951545 0.054271516201498719 0.091812096974661847 0.06439041277838678 -0.10403883077762095 -0.012467038416313213 0.0042846989996502497 0.06657293210369393 -0.049735477481236696 -0.059223224476846026 -0.0019760906941371516 -0.097276677599194367 0.03379942457121126
leaf_weight=0.35882822483108501 1.6864049499854434 39.544599945774678 0.67230023932643312 0.29748227665549798 0.76329516503028561 0.57065937062725414 0.70946067175827909 0.45912035956280273 0.57591859251260746 0.45486851890746027 1.7415947649969892 0.67846516372810628 2.3464335761964321 0.42283331417638714 0.71969961433205754 1.5479147986043242 0.17519789381185435 0.34237084878623292 0.21898121112008084 0.11775607942399802 0.068315124521177495 0.20359057518362533 0.74242859413061524 21.836161299861033 2.0455521325766304 1.4499101413682627 1.3734180197061507 13.491793022325508 2.0077349911589408 1.3610850940458501
leaf_count=76 17 1058 12 18 43 30 10 15 10 16 33 23 24 34 21 33 12 39 31 6 26 62 30 747 28 28 26 332 44 16
internal_value=-3.2659e-05 0.000790883 -0.00609342 -0.00290732 -0.0145883 0.00875489 0.0175952 0.0264431 0.000779089 -0.00747723 0.0139677 -0.00803535 0.0233432 0.00526227 0.0351761 -0.00766766 -0.0429625 -0.0102606 -0.040203 -0.0543073 -0.0153237 -0.0617217 0.0162 -0.000303446 0.0032184 5.71263e-05 -0.00408632 -0.014111 -0.0486353 -0.0129217
internal_weight=98.9842 87.1431 11.8411 11.1688 5.57991 5.58887 4.90173 4.33107 4.81661 4.24069 3.62161 1.88001 4.03284 3.78583 1.14253 2.64329 1.09538 0.73655 0.561352 0.687144 0.389662 0.271906 1.42089 83.1103 43.0401 40.9945 40.0702 18.234 4.74224 2.7345
internal_count=2900 2320 580 568 315 253 141 111 272 262 101 68 41 246 55 191 158 82 70 112 94 88 53 2279 1114 1086 1165 418 86 42
is_linear=0
shrinkage=0.1


Tree=231
num_leaves=31
num_cat=0
split_feature=2 2 3 2 4 1 0 0 0 1 0 0 4 0 3 2 2 0 0 4 1 4 1 0 3 3 4 0 3 4
split_gain=0.058766 0.572696 0.550404 0.397208 0.569411 0.252935 1.03175 0.665301 0.716662 0.628846 0.380578 0.576601 0.366293 0.291242 0.513798 0.304327 0.270248 0.421698 0.513863 0.289384 0.611783 1.07162 0.587247 0.505095 0.694899 0.621065 0.39016 0.366698 0.774639 0.384998
threshold=-0.092289999999999997 -0.088514999999999996 0.082975000000000021 -0.094344999999999998 41.840895355800008 62.00390986255001 85.939252597950016 85.737618238150006 85.328972602300013 62.057679025150001 86.345209775600011 87.181320254150009 40.259171735100004 102.21786657775002 0.079785000000000009 -0.096499999999999989 -0.101965 87.735142629050017 89.219171517050015 39.468990633150007 77.52437864960001 35.97706729810001 69.873026810350026 94.30842275800002 0.10017000000000002 0.095290000000000027 41.061442884200012 97.32487278035002 0.076825000000000018 41.558544840500012
decision_type=2 2 2 2 2 2 2 2 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 -7 12 -12 -11 15 -15 16 17 -13 -19 20 21 -20 -23 25 27 26 -21 28 -25 -29
right_child=1 -3 -4 4 -6 9 -8 -9 -10 10 11 13 -14 14 -16 -17 -18 18 19 23 -22 22 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-0.00038793539249061141 0.036237960190449781 0.00033197608564813886 -0.064793083081057287 0.089370478417392457 -0.015281968731542132 0.079897516871120788 -0.11926258584944881 0.087043645728522398 -0.11922948536272367 -0.036758150579748954 -0.047194696987820917 0.071235184479476535 0.054367823638120483 0.00068894781814171212 -0.10562648510142172 -0.053687643855344629 0.039739522645764032 -0.063612919687045313 0.040164907964350655 0.10045275486596733 0.065930560157079501 -0.022749766504496519 -0.12248256623196337 0.010954673355121207 0.063762635528443551 -0.0302275660571888 0.03349441071705879 -0.039134542577219114 -0.11626121299838231 0.039153995087862367
leaf_weight=3.9797203673124377 0.68648377805948202 58.059258035966309 2.5137812230059353 1.2273141344596745 0.90201730212720566 1.064902926973448 0.86256941783358332 0.73392383940517891 0.58158715034369368 0.54846996624110333 2.5703956149518516 0.89628866042768862 2.2534390452783555 1.4582082822221303 0.66045174373687121 0.80607858067377947 2.4954161229543379 1.1512845041579591 1.3031699136190575 1.3436570917256161 0.7604704419572953 1.1764892248902472 1.185135033825645 0.90273870030068781 1.1453632311895487 1.0359394620172677 2.4698350849503186 1.2097446066327395 1.0188746284402439 1.3065716648707164
leaf_count=222 18 1463 61 18 28 17 22 6 19 30 29 18 54 222 170 18 33 15 32 14 27 18 63 41 25 14 80 27 44 52
internal_value=-3.66614e-05 -0.00193806 -0.0431211 0.00310716 0.0450381 0.000550371 -0.0178432 -0.00132247 -0.0155408 0.00448822 0.00158897 -0.00234344 0.03653 0.00282036 -0.0324529 0.00651867 0.00902014 0.00448568 0.000748667 0.00573578 -0.0156925 -0.0326298 -0.0727987 0.014825 -0.00568129 0.0384346 0.0570867 -0.0236037 -0.0564975 0.00151599
internal_weight=98.3096 61.2595 3.20027 37.0501 2.12933 34.9207 6.1578 5.29523 4.56131 28.7629 27.698 24.8961 2.80191 22.3257 2.11866 20.2071 19.401 16.9056 16.0093 14.858 4.42526 3.66479 2.36162 10.4327 5.58329 4.84943 3.81349 4.43793 1.92161 2.51632
internal_count=2900 1542 79 1358 46 1312 269 247 241 1043 1026 942 84 913 392 521 503 470 452 437 140 113 81 297 189 108 94 164 85 79
is_linear=0
shrinkage=0.1


Tree=232
num_leaves=31
num_cat=0
split_feature=3 3 3 2 3 0 3 2 0 0 2 4 2 3 3 4 4 3 4 4 0 2 4 3 0 0 0 0 3 4
split_gain=0.0647768 0.421227 0.360862 0.356951 0.932079 0.969428 0.771378 0.689102 0.674357 0.745799 0.616504 0.549368 0.769831 0.84368 0.985907 0.687757 0.496032 0.521564 0.466385 0.523989 0.664395 0.469707 0.444123 0.392465 0.369492 0.250218 0.359414 0.291335 0.226184 0.211729
threshold=0.082975000000000021 0.082775000000000029 0.083415000000000031 -0.092289999999999997 0.086520000000000027 101.47316367565001 0.086105000000000029 -0.094344999999999998 85.872041144650012 89.738043936200015 -0.14581999999999998 36.514114975300011 -0.14228499999999997 0.089335000000000012 0.093675000000000022 40.380906245900007 39.091773401050006 0.12191500000000002 35.337501601400007 37.858673296900008 94.109476856350014 -0.088329999999999992 37.572218886150004 0.084795000000000023 85.968825637350008 95.590817286200021 97.483491810050012 86.780739992750014 0.089850000000000027 43.509905336500005
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 5 8 10 11 -5 -10 -4 -8 16 -14 -15 -16 -13 25 -6 20 -20 -21 -22 -11 -17 27 -27 -18 -28 -23
right_child=2 -3 3 4 18 -7 7 -9 9 23 -12 12 13 14 15 24 17 -19 19 21 22 29 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.0024973699726994008 0.040245594893628174 -0.099110746125830596 -0.011030930531144144 0.0089848754145386497 -0.060292030596507888 0.06619764763388751 0.045200078948607142 0.065316650071135185 -0.13008329043962688 0.021864040501154536 0.074804219567415661 -0.073212651579435392 -0.086889960764094554 0.032897182366428815 -0.10463031970381031 0.02706856914699295 0.0068706661593290336 -0.050845214103375926 0.06827347812416662 -0.054831975854569739 -0.10643890995447683 -0.00073164786390878987 0.034950219724074215 -0.076034266868201264 -0.054412535007972718 -0.082203640969556679 0.083366457779533026 0.064878470779436301 0.0049287577066058491 0.036414479256058098
leaf_weight=27.882429642346441 2.3365214899276898 0.45869977878464752 1.1809061303640644 1.0230722468040756 1.2314014801516453 0.67720380741457109 2.057617308473719 1.5801083297221747 1.7160947859174487 0.68476174926036026 2.8713679998963952 0.62540556660213464 2.0399523315290846 2.6863158048363402 1.319352947341031 1.1174106810649393 1.2985772214306055 0.92327354021836061 2.3654292523133331 1.5720458729192568 0.42824966240232232 29.833940423579868 0.4616549536731327 1.0186821145871361 1.10875607088019 0.3957457585493106 0.46368489796270784 2.5979266773210838 1.7746710031594828 1.6176490239522525
leaf_count=1280 38 14 38 27 66 47 85 29 29 18 43 46 37 34 38 22 25 24 31 38 43 562 12 36 24 13 15 38 77 71
internal_value=-3.58798e-05 -0.00406105 0.00161724 0.000263491 -0.00523133 -0.0452549 0.010007 0.00194188 -0.0622441 -0.0835546 0.0497903 -0.00349789 -0.00962604 -0.0310703 -0.0127981 -0.0474198 0.0123292 0.0195064 0.000231521 0.00228585 0.0405638 -0.00148743 -0.0330906 -0.0366805 -0.0135136 0.0294525 0.00564555 0.0455464 0.0211775 0.00117889
internal_weight=97.3489 28.3411 69.0078 66.6713 42.6302 5.11981 24.0411 19.9888 4.44261 3.41954 4.05227 18.4087 16.3511 8.27179 6.23184 3.54552 8.07928 7.45388 37.5104 36.279 3.25533 33.0236 0.889905 1.70344 2.22617 6.53061 2.6341 3.8965 2.23836 31.4516
internal_count=2900 1294 1606 1568 980 157 588 507 110 83 81 478 393 155 118 84 238 192 823 757 86 671 55 54 46 168 105 63 92 633
is_linear=0
shrinkage=0.1


Tree=233
num_leaves=31
num_cat=0
split_feature=4 2 2 1 1 2 4 2 3 3 3 0 2 3 3 2 2 2 3 3 4 3 3 0 0 2 2 0 2 4
split_gain=0.0636475 0.203851 0.956354 0.437779 0.431968 0.452963 0.254616 0.252841 0.653729 0.887533 0.611832 0.369424 0.313618 0.589268 0.28479 0.635443 0.334392 0.546061 0.318822 0.613144 0.35315 0.450899 0.252244 0.639567 0.259376 0.311572 0.279289 0.318273 0.249354 0.200633
threshold=42.297164883650005 -0.067574999999999996 -0.053019999999999991 62.106071271500007 62.132955852800002 -0.042409999999999996 43.812290675100009 -0.08756499999999999 0.082325000000000023 0.083415000000000031 0.086230000000000015 86.692020874450009 -0.096499999999999989 0.088165000000000021 0.096845000000000028 -0.58180999999999994 -0.098345000000000002 -0.101965 0.085765000000000022 0.087205000000000019 42.599563320500003 0.080515000000000017 0.12424000000000003 90.337570099350003 91.410264893400026 0.049235000000000008 0.090855000000000033 105.70748523110002 -0.24103499999999997 47.833738492450003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 -3 6 -5 -6 -4 12 -9 -10 -11 -12 14 -14 16 -16 17 18 20 -20 -2 28 23 -7 -25 -26 -27 -28 -22 -21
right_child=1 2 3 4 5 22 -8 8 9 10 11 -13 13 -15 15 -17 -18 -19 19 29 21 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=0.0017534161003842379 0.082450796673520871 -0.12745457778823896 -0.11183035624471996 0.094604497964846518 0.092882029243852526 -0.12366965295751449 0.0084560890640619831 -0.050366945826666967 0.09831952066102434 -0.045412744229213299 -0.013149485006561294 0.045023864707689237 -0.013859319314153276 -0.11636515902684511 0.044791845124449503 -0.11361615123777907 0.058443813368481326 -0.11060066126940234 0.1032217968821553 -0.027762846830212587 -0.10178015862566639 -0.068258276561901685 0.055444151845670614 0.085250710244262728 -0.063104778065190936 0.074893041759289111 -0.08132743688059324 0.029764416899307103 0.00421073821071554 0.041283287241761585
leaf_weight=64.961652744103674 0.41892663965336563 0.73060165304923419 0.55096624264569882 0.4947589631192385 0.42972017871215884 0.54851449370653549 0.25855751123162918 1.3712105105369099 1.348371837288141 1.5609847233281469 1.609721486805938 3.3917523596901447 3.0380609641142686 0.68776838258781925 0.42566335014998913 0.6251411536541116 1.0599848015917821 0.43193610864364096 0.86215099824767127 1.0405325559397622 0.23164666412958634 1.1817974171208332 0.44016581587493409 0.28355098252723143 0.88464025557550519 0.47740174375940103 0.44724879003479123 0.60911482148731011 5.3091785955839423 0.70665302546694864
leaf_count=1712 12 23 72 5 7 41 21 30 11 27 25 39 71 36 13 33 11 20 12 39 108 41 13 8 59 16 53 49 283 10
internal_value=-3.4467e-05 -0.00372665 -0.0200478 -0.005582 0.00631578 -0.00428564 -0.0734115 0.00024389 0.0133766 0.0244254 0.0092426 0.0263008 -0.00736549 -0.0327814 0.000337309 -0.0494477 0.00499045 -0.000573802 0.00430007 0.0342147 -0.00662995 -0.0121811 -0.0155994 -0.0252198 -0.00523387 -0.0158429 0.0114166 -0.0172702 -0.00022045 0.000163013
internal_weight=96.4184 31.4567 6.15524 5.42464 4.61512 4.12036 0.809524 25.3015 9.28204 7.91083 6.56246 5.00147 16.0194 3.72583 12.2936 1.0508 11.2428 10.1828 9.75089 2.60934 7.14155 6.72262 3.69064 3.25047 2.70196 2.41841 1.53377 1.05636 5.54083 1.74719
internal_count=2900 1188 367 344 251 246 93 821 132 102 91 64 689 107 582 46 536 525 505 61 444 432 239 226 185 177 118 102 391 49
is_linear=0
shrinkage=0.1


Tree=234
num_leaves=31
num_cat=0
split_feature=1 2 4 0 2 1 1 0 0 0 3 0 3 3 3 3 3 1 2 3 3 4 4 4 4 3 4 1 4 4
split_gain=0.0636729 0.116484 0.102224 0.112867 0.100593 0.067155 0.494291 0.328118 0.622524 0.741494 0.312003 0.202699 0.185894 0.224616 0.212395 0.461115 0.338678 0.281968 0.636198 0.691429 0.428213 0.253328 0.311996 0.258466 0.319144 0.242711 0.216456 0.201653 0.264828 0.59687
threshold=89.912793714750009 -0.088944999999999996 45.027406014450008 117.31624743835 -0.046474999999999995 75.403185184700007 75.18810853425002 97.013011637200023 97.835679825150024 97.550703263350016 -0.25765499999999997 98.031937268650012 -0.2485 -0.21013499999999999 0.087405000000000024 0.086355000000000029 0.089850000000000027 79.900975636950008 0.11529000000000002 0.11906000000000001 0.10611500000000003 47.480720532750006 42.526729949000007 42.049402686800001 40.621691032550004 0.08079500000000002 38.938637541200009 80.909147435850016 42.508878681700004 39.468990633150007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 6 -1 10 9 -9 -7 -10 -13 -14 15 21 -16 18 19 -18 27 22 23 24 25 26 -15 -19 29 -29
right_child=1 2 3 4 -6 7 -8 8 11 -11 -12 12 13 14 16 -17 17 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00024308399847001937 -0.10168908094872101 -0.10162131727318327 0.089025576640904602 -0.10560979489732103 0.031115973883622441 0.073920199123470809 -0.07607967101826138 0.0038414533873847544 -0.057168892717880088 0.10508617136825033 -0.10745408558889086 -0.065495563738781612 0.057758352461691198 -0.025428599838511041 0.05259014463354892 -0.12207649202978361 -0.092520528403519375 0.087202407985725094 0.050642886117086408 0.024699046795916616 -0.058996240056860709 0.032508304454754132 -0.06467279910813252 0.050725874620641855 -0.10952493461990276 -0.085996743063844805 0.087532214288591537 0.055029289541934125 0.077649895215459827 -0.078351820835094954
leaf_weight=76.484094130682479 0.17284175370696175 0.088132205839200561 0.13933093752712011 0.092256124538835138 0.1291277609880126 0.12034381943522021 0.86922678010887366 1.5752880218206002 0.6030341974037573 1.3376032580854369 0.44759348847947222 0.39508061610104306 0.73695976263843732 0.31781211088308781 1.5638288172804093 0.37708079361618718 1.3903583300852922 0.63767824399110473 0.88011750299483527 0.78863664532400424 0.54691573014042649 1.1866373897209994 1.094145836526877 0.69917120598256577 0.33010018699860666 0.21970879120817699 0.36383420803394984 0.78786679242102742 0.60499734029872332 0.58432187887956388
leaf_count=1751 184 116 3 10 47 6 23 27 13 17 79 41 28 41 41 18 60 9 14 25 32 77 58 13 29 32 12 53 11 30
internal_value=-3.59308e-05 -0.0319347 -0.00507368 0.0185155 -0.025861 0.000172944 -0.00109527 0.00575028 0.00824515 0.0503332 -0.0690215 -0.000444619 0.00208822 0.00412489 0.000930432 -0.016135 0.0109892 0.000531392 -0.0211128 -0.0500956 0.0214728 -0.00664922 -0.022011 0.00216682 -0.0254031 0.00540459 0.0348651 0.0383034 0.0225326 -0.00176866
internal_weight=95.5641 0.621689 0.448847 0.360715 0.221384 94.9424 77.3533 17.5891 17.0212 2.91289 0.567937 14.1083 13.5053 13.1102 12.3732 4.58849 7.78472 6.22089 3.05911 2.17899 3.16178 4.21141 3.02477 1.93063 1.23146 0.901355 0.681646 2.61486 1.97719 1.37219
internal_count=2900 360 176 60 57 2540 1774 766 681 44 85 637 624 583 555 280 275 234 99 85 135 262 185 127 114 85 53 103 94 83
is_linear=0
shrinkage=0.1


Tree=235
num_leaves=31
num_cat=0
split_feature=1 1 3 2 1 1 3 2 0 0 1 0 4 1 0 0 1 1 4 4 0 0 0 1 2 1 3 4 4 4
split_gain=0.0558012 0.419542 0.306643 0.333714 0.233264 0.675811 0.543988 0.45908 0.427744 0.793613 0.508074 0.358733 0.322162 0.247935 0.385166 0.196969 0.427655 0.731326 0.264301 0.309458 0.451539 0.586496 0.274746 0.261716 0.253839 0.39986 0.346232 0.337331 0.485993 0.323703
threshold=64.434276012450013 62.837331883000012 0.086230000000000015 -0.117115 66.318885161900013 66.697957758300021 0.090640000000000012 -0.11420499999999999 92.031298721500022 90.259604813550013 67.649671936450019 89.219171517050015 37.797539186950011 68.214248143850014 92.464140480550014 93.262612545250008 69.873026810350026 70.085415002650009 38.238138001450004 38.386256906100009 94.157869102700019 94.550383989750017 94.964406541850011 71.464594023550021 0.06041500000000001 81.188747081400024 0.078935000000000019 38.828362408050005 38.994321257850011 40.823855932350007
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -6 7 -2 9 10 -7 -12 -9 -10 -15 -16 -17 -18 22 -20 -21 -22 -19 -24 27 26 -26 -23 -29 -30
right_child=4 2 -4 -5 5 8 -8 12 13 -11 11 -13 -14 14 15 16 17 18 19 20 21 24 23 -25 25 -27 -28 28 29 -31
leaf_value=-0.00048363018204084082 -0.0020043043076945779 0.0071210720916158104 0.0095161311362621844 0.09914085719654879 0.052679485542816644 0.088723930740715967 0.0075148239485687057 -0.040561205503858305 -0.0488636845349638 -0.093615597018267549 -0.11485456183147447 0.044797328554752422 -0.12567422738794151 0.062278825296164964 -0.035190744855644739 0.040131900667507853 -0.07713456697037735 -0.081056009500919388 0.053032359170567228 0.052864476774176418 -0.11100953728134198 -0.086366308698046235 0.040798436925827401 -0.027812696624134527 -0.017228095239822494 -0.025679954014966894 0.071426455860183188 0.070930831595846081 -0.026787939819186465 0.0028428159291596531
leaf_weight=41.238840506156521 1.1240516303514598 0.61984757962909531 2.2767063060891815 1.0821365129959293 2.3254119846969834 0.54629462026059561 3.2532025921682362 0.87863252288661786 1.016970265409326 1.3789851706533225 0.3264034324693057 0.24743218072762829 0.90049893859713848 1.00407994899433 1.5666817773162609 2.5930225965130367 1.2479956551687781 0.69010330890160121 1.2443207852556977 1.6365918794181222 0.47848861828970513 0.47796656238461466 0.73470475967042181 2.2851247521618916 0.58865714952116821 1.029228110293843 1.7504981797246726 0.88895103465722769 4.9410045170370749 14.525802550244178
leaf_count=883 39 24 42 25 34 8 48 14 28 68 29 16 32 11 25 47 20 43 17 44 37 30 17 336 26 108 48 10 160 631
internal_value=-3.34595e-05 0.0025083 0.0335194 0.0656281 -0.00234685 0.000230199 -0.0205662 -0.0520328 -0.0027302 -0.042827 0.0196984 -0.0460143 -0.0836408 -0.000140889 0.00117401 -0.000498715 0.00104921 -0.00206715 0.000928673 0.0043016 0.00199753 -0.0013755 -0.0241292 -0.0111201 0.000792021 0.0262618 0.0491162 -0.00332592 -0.00137608 -0.00467797
internal_weight=94.8986 45.2175 3.97869 1.70198 49.6811 43.5247 6.15639 2.90318 41.1993 2.49912 1.12013 0.573836 1.77913 38.7002 37.6832 36.6791 35.1125 32.5194 31.2714 27.5615 26.3172 24.6806 3.70993 3.01983 24.2021 3.36838 2.33916 20.8337 20.3558 19.4668
internal_count=2900 974 91 49 1926 1793 133 85 1759 121 53 45 46 1638 1610 1599 1574 1527 1507 1111 1094 1050 396 353 1013 182 74 831 801 791
is_linear=0
shrinkage=0.1


Tree=236
num_leaves=31
num_cat=0
split_feature=4 4 4 2 1 4 4 1 2 2 0 2 3 2 4 4 4 0 4 3 3 4 3 3 3 3 3 0 2 1
split_gain=0.0602879 0.1988 0.277952 0.330366 0.302666 0.47383 0.63797 0.851653 0.437892 0.487254 0.458588 0.91531 0.456411 0.486436 0.296721 0.23224 0.297476 0.346323 0.298692 0.165468 0.481541 0.482031 0.535142 0.404169 0.567002 0.316535 0.290216 0.303196 0.255442 0.222268
threshold=42.297164883650005 43.022303514600004 42.898324343550009 -0.08725999999999999 62.106071271500007 42.487106141350004 42.599563320500003 61.987779113750001 -0.08756499999999999 -0.09715 86.950112854950021 -0.084239999999999995 0.10461500000000003 -0.013805 42.599563320500003 43.082598263550004 43.162556114600001 89.665455566700004 43.245737185650007 0.088005000000000014 0.083795000000000022 43.673409002000007 0.083415000000000031 0.082325000000000023 0.081550000000000025 0.096845000000000028 0.085765000000000022 87.29692395375001 -0.092864999999999989 71.343613407700005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -8 9 14 -10 -12 13 -13 -6 -3 17 -17 -18 20 21 28 23 24 -23 29 -22 -28 -20 -21
right_child=1 15 3 -5 8 6 7 -9 10 -11 11 12 -14 -15 -16 16 18 -19 19 25 26 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0017138039210461656 -0.087610859883595918 0.047187792358069414 -0.0054241715894759145 -0.11507679955174469 0.031226052889192085 0.066923102316254299 0.025024901743389328 -0.11976939953306394 0.075830889979916036 -0.090787715449685488 0.093827300999015845 -0.1210157757564025 0.029003601575755052 0.0021682784901532713 -0.046508716645948252 -0.1155526821860921 0.054785562236419484 0.0067146270419248481 0.097628842308901009 0.057554207822383519 -0.10037564508027513 -0.002274608102060747 -0.12399478645482659 0.051968235267080699 -0.12867753902146459 -0.03498500304671532 0.020786088059035767 -0.066594013495423321 0.0068598172282864599 -0.0089906115461588967
leaf_weight=63.826038097696795 1.0922655313333982 1.1022461014827083 0.53402557737354073 0.56595026780996593 1.2096788503986324 0.76897895425463536 0.85729366250779981 0.77204056148912059 1.208689633698669 0.84155052213463832 0.79169110726797853 0.75010935706086368 0.76097361033316691 0.55980128628380288 0.82656732925761378 0.46987688068657263 1.0416307261184581 0.45696226411200769 0.76477510943004745 1.6931484518408977 0.70726134251526618 6.8457185104371057 0.36060025708138788 1.2886876265256431 0.37427273974753905 0.79406062273574196 0.78586280252784468 0.80271043426955657 0.52142424261364684 0.71343397833152256
leaf_count=1712 29 22 20 24 30 19 21 25 15 20 7 18 17 27 25 27 22 17 25 45 47 485 10 25 10 46 11 32 30 37
internal_value=-2.9203e-05 -0.00370537 -0.0140293 -0.0618417 -0.00899155 -0.033016 -0.00815185 -0.0435841 0.00307616 -0.0267814 0.0241812 0.00237267 -0.0325901 -0.068372 -0.00032859 0.00265774 -0.000127838 -0.0552709 0.00293374 -0.000516976 -0.00572992 0.00362045 -0.00467609 0.00038067 -0.00882713 0.0197627 -0.0470907 -0.0233673 0.0608311 0.0378269
internal_weight=94.0883 30.2623 11.5396 1.09998 10.4396 3.49058 2.39831 1.62933 6.94906 2.8778 4.07126 2.86258 2.07088 1.30991 2.03625 18.7227 17.6204 0.926839 16.6936 15.652 12.4513 10.1555 8.86928 8.50868 7.21999 3.20064 2.29583 1.58857 1.2862 2.40658
internal_count=2900 1188 297 44 253 94 65 46 159 75 84 69 62 45 55 891 869 44 825 803 675 585 530 520 495 128 90 43 55 82
is_linear=0
shrinkage=0.1


Tree=237
num_leaves=31
num_cat=0
split_feature=0 1 2 1 1 2 1 0 3 1 3 4 0 1 4 0 2 2 2 1 3 1 0 0 0 2 4 0 3 2
split_gain=0.0506742 0.156404 0.0986602 0.0757214 0.0822218 0.176919 0.0726615 0.146579 0.469575 0.348854 0.242425 0.216925 0.116445 0.335582 0.497225 0.112183 0.555561 0.163107 0.623781 1.04697 1.38487 0.588205 0.519104 0.785796 0.512508 0.458624 0.516039 0.477828 0.276978 1.13631
threshold=76.591483678350016 56.229101798300007 -0.26820499999999997 57.960468834350003 60.990361147350008 -0.103615 61.767325547050007 85.613949164150014 0.10273500000000002 61.917879202350001 -0.17732499999999998 43.968221017800005 85.807518149550006 61.960894532450006 42.448133449100006 85.968825637350008 -0.073724999999999999 -0.068524999999999989 -0.053019999999999991 62.079186690200011 0.087530000000000011 61.917879202350001 86.036037090600004 86.345209775600011 86.388225105700016 -0.075840000000000005 39.344049039350004 86.232294534150014 0.084795000000000023 -0.033594999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5 -6 8 9 -8 -11 -12 13 -9 -15 16 -14 21 19 -19 -21 -17 -20 -24 -25 27 -27 -23 -26 -30
right_child=3 2 -4 4 6 -7 7 12 -10 10 11 -13 15 14 -16 17 -18 18 22 20 -22 25 23 24 28 26 -28 -29 29 -31
leaf_value=-0.0030972176912844886 0.029625001138442148 0.0064197192539799455 -0.1075483455501115 0.027807497191005323 0.020110842975928162 -0.061825014888043012 0.025287853367201088 -0.022879239471857826 -0.1086889029290671 0.025403118484904397 -0.10608934303874329 0.0099184202047106432 0.022904186422808472 0.052726351952873764 -0.018053492296142937 -0.079362579144784007 -0.075332789745369555 0.10301456166494656 0.08679092642468067 -0.079228456246610776 0.047017623520667268 0.041701556670350089 -0.071473024147845329 0.10095937922010101 0.013223088578160203 0.016692156525337128 -0.064871251754550885 -0.0015260563924819402 -0.096128235420315344 0.00055392678742913518
leaf_weight=1.8417427919448521 0.87362264152034086 0.10703918596846052 0.26159307792022435 0.34622623481118353 1.8234671992249776 0.60504138016039988 1.6300523520912973 1.7674433502252203 0.51262551969921322 0.33492758802458444 0.60953380441287608 0.21913912205491215 1.2607082346221434 2.9201670445036143 1.5035255591210441 0.99327850190456146 1.0594692576414662 1.65052577108145 0.65214632451535237 1.2471015035989692 2.8652216168120503 2.7307660500518898 1.5888482136651898 0.50571445189416664 8.1051146894449193 1.1837537076330655 2.2502603011016618 40.21107682996103 1.3778096437599838 10.328164328341375
leaf_count=174 23 7 73 26 33 33 22 30 26 18 90 11 28 30 35 13 33 14 4 27 45 32 36 4 328 28 34 1270 29 344
internal_value=-3.70114e-05 -0.0149979 -0.0744556 0.000325766 4.22491e-05 -0.0292021 0.000353667 -5.80307e-05 -0.020712 -0.0045685 -0.0463933 -0.0754116 0.000752976 0.0139535 0.0286697 -0.000294664 -0.021954 0.000369278 0.0063729 0.0357355 0.00873229 -0.00322012 -0.00112837 -0.00374579 0.00155073 -0.0015893 -0.0367552 0.00122288 -0.000986857 -0.0108257
internal_weight=93.3661 2.21038 0.368632 91.1557 90.2821 0.951268 89.3308 87.5074 3.30628 2.79365 1.1636 0.828673 84.2011 6.19114 4.42369 78.01 2.32018 75.6898 28.3206 5.76285 4.11232 47.3691 22.5578 21.9057 20.3168 46.3759 3.43401 42.9418 19.8111 11.706
internal_count=2900 254 80 2646 2623 59 2564 2531 167 141 119 101 2364 95 65 2269 61 2208 831 86 72 1377 745 741 705 1364 62 1302 701 373
is_linear=0
shrinkage=0.1


Tree=238
num_leaves=31
num_cat=0
split_feature=1 0 1 1 0 0 3 3 4 3 1 3 2 0 3 2 3 3 4 1 1 0 0 3 3 4 2 2 0 4
split_gain=0.0567054 0.362818 0.402507 0.254849 0.312284 0.424348 0.305645 0.263956 0.234266 0.219118 0.269665 0.275599 0.223687 0.652471 0.340518 0.203496 0.202466 0.37585 0.192553 0.174901 0.258755 0.161681 0.0953817 0.137827 0.317197 0.130451 0.0846324 0.294911 0.321885 0.272677
threshold=77.898074329750017 100.13162306855001 77.172190634500012 78.433077497700012 99.515966156650009 100.67200315280002 0.10500500000000003 0.085345000000000018 36.735256530150004 0.089785000000000018 80.468240302450013 0.086355000000000029 -0.079074999999999993 102.32271644485002 0.09117500000000002 -0.14869999999999997 0.085715000000000027 0.081550000000000025 41.169697216150006 81.320481529800006 82.204984254750016 103.44649194340002 114.06859001680002 0.075065000000000021 0.078505000000000019 45.027406014450008 -0.58180999999999994 -0.50001499999999999 91.410264893400026 41.061442884200012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 26 -3 7 -5 -6 8 -2 -7 10 21 16 13 -11 -14 -8 17 19 -16 -12 -21 -10 23 25 -25 -22 29 28 -28 -1
right_child=3 2 -4 4 5 6 15 -9 9 12 11 -13 14 -15 18 -17 -18 -19 -20 20 22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.039851023040612679 0.088339528644630821 -0.10804428479320922 0.0064891380235655065 -0.069341448379737033 0.051307046024290037 -0.10254364121419701 0.021912887806185107 0.0066788329653016416 -0.021292972090698647 0.056193572490222915 0.072102665429403232 -0.10435349623651975 0.10250584658727996 -0.10994194557566078 -0.032311803569803073 -0.12935343868014154 0.091040001925857553 -0.090238976373156352 0.055346237119505315 -0.10738569261744653 0.015496042640881372 -0.11031271575413999 -0.027474786018596098 -0.10490572455241079 0.035858590708144379 0.089513129410477024 -0.11903524313788397 -8.3524426349008827e-05 -0.00065918542972616455 -0.024222656860130046
leaf_weight=1.8382544145279092 0.72229269191666279 0.6599066803282756 0.57349789972067811 0.60030330059089365 1.6388015018310378 0.21568196154268537 0.12457866197564726 0.8757519223872805 0.44633154552138865 0.57504919357597861 0.43976349377772006 0.23121138736132696 0.68294169205910282 0.40140513672986344 0.50776406651834782 0.3108344309472385 0.27314660360605092 0.39294780199315926 0.49477305589061871 0.19349861805676516 0.52281888827747047 0.3758201535383705 0.45275669971897503 0.23279034261577181 0.51253758271559491 0.43725687311962247 0.43842926904835522 75.954174393429639 0.4825051592924865 1.0399233718635512
leaf_count=44 36 55 19 28 34 145 18 22 24 10 16 51 12 59 26 48 16 69 16 13 50 22 121 55 34 9 31 1761 25 31
internal_value=-2.88214e-05 -0.000967587 -0.0547895 0.00649096 0.000599762 0.00503675 -0.00465506 0.0435883 0.000143043 0.00323077 -0.0101957 0.00134729 0.0259831 -0.0121021 0.0480472 -0.0860737 0.00841572 0.00132843 0.0109493 0.0142184 0.00339391 -0.0619855 0.0133263 0.0241583 -0.00810672 0.0492064 -0.000135217 -0.000765535 -0.0570145 0.0167004
internal_weight=92.6477 80.9867 1.2334 11.6611 10.063 9.46271 7.82391 1.59804 7.3885 7.17281 4.51088 3.68873 2.66193 0.976454 1.68548 0.435413 3.45752 3.18437 1.00254 2.79142 2.35166 0.822152 2.15816 1.7054 0.745328 0.960076 79.7533 76.8751 0.920934 2.87818
internal_count=2900 1966 74 934 876 848 814 58 748 603 480 434 123 69 54 66 383 367 42 298 282 46 269 148 89 59 1892 1817 56 75
is_linear=0
shrinkage=0.1


Tree=239
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 3 0 3 3 3 3 3 0 0 1 3 0 4 3 3 1 1 3 3 0 4 3 3 1 2
split_gain=0.0514005 0.401875 0.284883 0.546644 0.680996 0.280302 0.16774 0.146627 0.174374 0.198493 0.383773 0.26669 0.259672 0.444976 0.236465 0.828786 0.226035 0.494784 0.223995 0.196178 0.453638 0.311573 0.184448 0.181449 0.212858 0.295504 0.444136 0.179228 0.305841 0.258527
threshold=75.403185184700007 75.18810853425002 97.013011637200023 97.835679825150024 97.550703263350016 -0.25765499999999997 98.031937268650012 -0.2485 -0.21013499999999999 0.087405000000000024 0.086355000000000029 0.089850000000000027 98.615332683000005 99.983757871350008 77.52437864960001 0.12191500000000002 100.53758024625002 40.878805547300004 0.085715000000000027 0.079785000000000009 78.677727187550019 80.371455809750003 -0.22831499999999999 0.078505000000000019 102.32271644485002 45.027406014450008 0.075065000000000021 0.10611500000000003 80.468240302450013 -0.046474999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -2 -5 -8 22 10 12 16 -10 -14 15 -13 -11 -18 19 21 -21 -15 -9 24 -23 -26 -27 29 -29 -16
right_child=2 -3 3 6 -6 -7 7 8 9 11 -12 14 13 18 27 -17 17 -19 -20 20 -22 23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.00038438372145203794 0.070165786513400094 -0.070581326207113562 0.0036545165981451606 -0.053552239711524396 0.1039044066498795 -0.10680698535440764 -0.060003442176090827 -0.0077751374556037107 0.10372568175518455 0.099572662312001958 -0.1197949434555174 -0.11635951697141966 -0.11104554362515867 -0.080194306401646751 -0.0064843447625452591 0.041214299182859605 0.071380098978861758 -0.079060609884316069 0.088192951717560086 0.085076014767230826 -0.080324586130847461 0.085841904377614409 0.090405790496192379 0.072790200291895188 -0.10465288553090105 0.052543207759554872 -0.10443766265208679 0.01894840018040991 -0.10132090863245675 0.047007866663792058
leaf_weight=74.298867763669932 0.11476928318734281 0.82460934558184718 1.533355668070729 0.58000449710379953 1.2141515907132996 0.40645596981085219 0.37761061854507971 0.33143079869478242 0.1981937736272722 0.54245245922356822 0.33122590329776347 0.65628371483762726 0.41926356119802211 0.35142478465059079 1.7242753877631001 0.67927588235761505 0.62606433536893746 0.33591721641460026 0.25469818114265752 0.20924736495362573 0.79896386865232216 0.26288167014718089 0.45271202594267634 0.51903060647146038 0.27492766566484739 0.71522808979352703 0.24094253291332279 0.53395243384875346 0.35005949299670647 1.8980384633825909
leaf_count=1751 6 23 27 13 17 79 74 34 2 6 30 27 22 35 121 14 33 25 19 6 128 5 22 47 92 27 60 23 52 80
internal_value=-3.30677e-05 -0.00115492 0.00494407 0.00725563 0.047956 -0.0678391 -0.000928177 0.00140459 0.00322951 0.000225199 -0.0161235 0.0104088 -0.00803388 -0.0135076 0.000739858 -0.0362163 0.0479543 0.0188473 -0.00223377 -0.00906269 -0.0459968 0.00668628 0.048908 0.0218536 0.00415748 -0.0132849 0.0129861 0.0116927 -0.028677 0.0215448
internal_weight=92.0563 75.1235 16.9328 16.4116 2.74751 0.521225 13.6641 13.0841 12.7065 11.9223 4.57603 7.34632 4.2448 4.04661 5.84189 1.33556 1.50443 0.961982 3.62734 3.37265 1.00821 2.36444 0.784143 2.01301 1.49398 1.2311 0.956171 4.50633 0.884012 3.62231
internal_count=2900 1774 1126 1041 44 85 997 984 910 854 473 381 443 441 317 41 64 58 419 400 134 266 56 231 184 179 87 276 75 201
is_linear=0
shrinkage=0.1


Tree=240
num_leaves=31
num_cat=0
split_feature=0 0 3 1 3 4 1 1 1 0 2 2 3 4 4 3 4 1 2 4 4 4 2 2 2 2 4 2 4 0
split_gain=0.0501387 0.768445 0.510373 0.4517 0.547895 0.411219 0.344749 1.1145 0.459248 0.320482 0.298224 0.317066 0.256388 0.24852 0.434788 0.453283 0.315437 0.310184 0.284982 0.211877 0.413162 0.323759 0.23856 0.626209 0.803273 0.846043 0.488441 0.485804 0.471337 0.353159
threshold=90.837623311600012 90.337570099350003 0.25847000000000003 67.649671936450019 0.084795000000000023 38.238138001450004 65.727424373200009 66.499011856650014 67.649671936450019 89.219171517050015 0.20327000000000003 0.13860000000000003 0.21240500000000004 38.238138001450004 37.020641110850008 0.085880000000000026 39.134693790050008 65.461267018300006 -0.11420499999999999 39.56957118270001 40.12915366295001 40.621691032550004 -0.0039949999999999994 -0.033594999999999993 -0.058529999999999992 -0.065399999999999986 41.169697216150006 0.022230000000000003 41.919251152600005 86.345209775600011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -2 -6 10 -8 -9 -10 11 13 -5 14 15 17 -15 18 -1 -18 -21 -22 23 24 25 26 -23 -24 -25 -28
right_child=2 -3 -4 12 5 -7 7 8 9 -11 -12 -13 -14 16 -16 -17 19 -19 -20 20 21 22 27 28 -26 -27 29 -29 -30 -31
leaf_value=-0.064944527550355374 0.013581563016106166 0.056134883369971189 -0.1078949543042618 0.00041470618097055227 -0.01523753088719427 -0.12122073612503766 -0.13881219402140252 0.086964850962544235 -0.11350930157839978 0.041377879421234921 0.050937746789841878 -0.052403862661314617 0.073605128267917277 -0.041194049198613553 0.06913523030048771 0.024101621998773838 0.041811521641408923 -0.12694388861371947 0.10164531687490944 -0.043574517333381864 0.030949412226429177 -0.062108798804419565 -0.10611134842607062 0.087150967460077958 -0.064654771520034585 0.066635234613838107 0.010671941297937394 0.013906329424376071 0.0038612607222021896 -0.014338071987794763
leaf_weight=0.281696979482149 1.059123282277141 2.4969304400437968 0.45607377692056061 35.798600899772595 0.60029026493430115 0.93840678289416246 0.73152249120175739 0.53415981936268486 0.29692523550420447 0.24285089259319648 1.16213086036032 1.141387251933337 0.48510321941557677 1.9142173363943573 1.4114928025228435 2.5087165664663189 1.1967705320566882 0.38462360017001629 0.16159483080264114 2.142345065571134 3.4083747841650611 1.3785465068067413 0.63683499367472041 1.3806568434811191 2.0321679047483476 1.8068198014516408 12.302013978989637 0.71696577146303753 1.3377664607178301 10.43532568545197
leaf_count=69 34 46 40 1594 6 44 15 9 29 20 35 32 15 31 34 48 17 6 4 37 54 25 20 27 36 19 314 83 53 104
internal_value=-3.0196e-05 0.0020063 -0.00272444 -0.0014908 -0.0417722 -0.0798736 -0.000721581 -0.0436156 0.0212285 -0.0438239 0.000900596 -0.000347833 0.00139324 0.000959827 0.0226096 0.00292786 -0.00156656 -0.061232 -0.00421691 0.000389763 -0.000929429 0.00164879 -0.00146943 0.000343739 -0.00411189 0.000634267 -0.00431068 -0.0425506 0.0461632 -0.00080643
internal_weight=91.3804 52.0428 39.3376 38.8815 2.59782 1.5387 49.5459 1.80546 1.07394 0.539776 47.7404 46.5783 36.2837 45.4369 4.74812 3.33663 40.6888 0.827915 0.443292 38.7746 37.5778 35.4355 32.0271 30.6733 27.9549 25.9227 24.1159 1.3538 2.71842 22.7373
internal_count=2900 1167 1733 1693 84 50 1121 73 58 49 1048 1013 1609 981 161 127 820 79 73 789 772 735 681 578 498 462 443 103 80 418
is_linear=0
shrinkage=0.1


Tree=241
num_leaves=31
num_cat=0
split_feature=0 0 0 3 3 3 1 0 1 1 2 2 0 3 3 3 2 0 2 3 3 3 2 3 3 4 4 1 2 1
split_gain=0.0565647 0.191177 0.183547 0.132421 0.558234 0.352513 0.218358 0.292022 0.24891 0.242532 0.158602 0.149779 0.199297 0.133283 0.120287 0.118102 0.133385 0.1073 0.101572 0.56562 0.0906868 0.4512 0.890708 0.339062 0.615847 0.44449 0.438351 0.376982 0.41926 0.86535
threshold=85.716110573100011 85.775256651950016 85.694602908050015 0.10045500000000003 0.095645000000000022 0.10236000000000002 62.00390986255001 84.95796538030001 58.549241164900003 64.071334164850015 -0.072569999999999982 -0.013805 76.591483678350016 0.09310000000000003 0.087265000000000023 -0.11050499999999999 -0.23361999999999997 71.749570585400008 -0.23361999999999997 -0.23958499999999999 0.093295000000000031 0.092095000000000024 -0.088514999999999996 0.098200000000000023 0.099010000000000029 39.685256516350002 38.238138001450004 65.848404989100018 -0.5169149999999999 75.085947125300024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -5 7 8 11 -8 -7 12 15 -10 -9 18 -17 -13 19 -1 21 -3 -23 25 -25 26 -22 -27 -29 -30
right_child=1 20 -4 5 -6 10 9 14 13 -11 -12 17 -14 -15 -16 16 -18 -19 -20 -21 23 22 -24 24 -26 27 -28 28 29 -31
leaf_value=-0.109738579810273 0.029083970822171304 -0.00048161255659360819 -0.059124688234389967 0.077789261345611455 -0.087108395357585577 0.019109468266567273 -0.10528205813766944 0.013821295003255097 -0.1064781502932082 -0.00024175915629403213 -0.041663929878716428 0.030720383145497479 0.054382835470481519 0.0082469350567765352 0.056595755498158387 0.001561220650296318 -0.1066403578440579 -0.10468797181316102 0.030081801415290339 0.072096548506121488 0.0052800373940881558 0.024626982014662752 -0.10770355616942034 -0.081243507701282913 0.0015140761475377247 0.029682652798481542 0.082781213794563338 0.038952460623306595 -0.10744305016282817 0.037499821613280318
leaf_weight=0.36164034092871533 2.3357688789255908 49.056966361153968 0.63106276956386942 0.68236773787066374 0.83636150837992307 1.0024926701298682 0.39598767391362333 1.7678043988344145 0.39299690059760894 0.49408286861716988 0.75119678089322373 0.079605315244405062 0.63281204224040255 0.13641560822725296 1.0466820768779141 0.21884317003787146 0.23765224002272622 0.22094236225893837 0.71780237458733598 0.3246279498343938 1.2116654560244646 0.92298409842010221 1.1330619000509603 0.94940032131308072 17.006673320086122 2.6902077432023361 1.835115974947257 0.7334478931006746 1.0620789450549635 0.67286134842925083
leaf_count=39 25 1577 12 11 24 34 63 37 74 52 24 61 12 3 22 27 24 23 23 15 57 23 35 21 434 30 27 26 34 31
internal_value=-2.84278e-05 0.000897766 -0.00677364 -0.00356628 -0.00987684 0.0168059 -0.000685826 0.00602655 -0.0140465 -0.0469736 -0.00692295 -0.00213341 0.0059052 -0.0769165 0.0297287 -0.0105829 -0.0547687 -0.0688227 0.00378289 -0.0237245 4.57836e-05 -0.00240508 -0.0482988 0.00483417 -0.00286161 0.0216751 0.05196 0.0037881 -0.0244334 -0.0512299
internal_weight=90.5416 79.6102 10.9314 10.3003 7.86426 2.43606 7.0279 6.13782 3.32334 0.890071 1.75369 2.79393 2.49338 0.529413 2.81449 1.86057 0.456495 0.300548 1.40407 0.686268 77.2745 51.113 2.05605 26.1615 17.9561 8.20538 3.04678 5.1586 2.46839 1.73494
internal_count=2900 2320 580 568 499 69 475 360 301 115 58 224 140 77 59 128 51 84 77 54 2295 1635 58 660 455 205 84 121 91 65
is_linear=0
shrinkage=0.1


Tree=242
num_leaves=31
num_cat=0
split_feature=3 3 3 4 1 3 1 2 0 4 3 3 0 1 0 2 2 4 4 1 4 2 2 2 1 3 2 4 3 2
split_gain=0.0492168 0.326283 0.281084 0.499913 0.35181 0.291848 0.866767 0.358143 0.258002 0.183233 0.180826 0.342839 0.260139 0.386907 0.367 0.727702 0.773338 0.409207 0.274021 0.445035 0.314086 0.231469 0.406449 0.715994 0.682607 0.341957 0.305206 0.404314 0.305111 0.269124
threshold=0.082975000000000021 0.082775000000000029 0.084365000000000009 43.673409002000007 62.175971182900007 0.085495000000000029 63.565904036300005 -0.095714999999999995 96.811377277450006 42.280042771400005 0.082620000000000013 0.081815000000000013 93.679323555450011 70.73871032835001 86.692020874450009 -0.12350999999999999 -0.036264999999999999 37.360990606650006 39.530201452500002 61.614083433650009 40.21994457600001 -0.16717499999999999 -0.053019999999999991 -0.042409999999999996 83.366398167100016 -0.21013499999999999 -0.22089 45.673096293200011 0.076080000000000023 0.68694500000000025
decision_type=2 2 2 2 2 2 2 2 2 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 -2 6 -4 -8 -9 -6 11 12 14 -14 18 -16 -17 -18 19 -1 -20 26 24 -24 25 -23 27 -15 29 -25
right_child=2 -3 5 -5 9 -7 7 8 -10 -11 -12 -13 13 21 15 16 17 -19 20 -21 -22 22 23 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.026248493942629986 -0.00034908861418587837 -0.093126258069292256 -0.11944347803187788 -0.026662965079480155 0.042164934614656993 0.0012252377255409623 0.051832552696016526 -0.07995975584345022 0.013227798417322157 0.10081811291049081 0.045245149058450194 -0.052415857078700334 -0.081976476385049665 0.029633785176335133 -0.038563797216731276 0.07952088559095688 0.05929919521715972 -0.026197951094104194 -0.078478703754644205 0.091541122382988394 -0.0076328737810769688 -0.018504049933227806 0.1050721120780396 -0.045284206828718067 0.014196572319359635 -0.11265416298444875 0.094318782835548398 -0.10699785021388569 0.05628680433899394 0.045993679816149359
leaf_weight=0.61109801236581318 1.0545169748365872 0.40148090916591073 0.80548996664583628 1.3003148126608719 1.1122403121821665 56.186017761852327 0.86656331209292203 0.58584624092327386 0.60280965432139055 1.0220643944630863 0.77658123768446685 1.3688036051701136 0.77553357761644193 0.96552512576477034 1.4271339047627405 2.6735996659845114 0.83975194022059385 1.6792715054252765 0.69421218446223054 0.67512882468236057 6.3479943529409866 0.56368002929957572 0.60965653863968361 1.9141921196819431 1.2160987920322552 1.2222604874477903 0.45989419930425057 0.27920877415454015 0.50018365401001563 0.38858670836361842
leaf_count=63 14 14 15 38 37 1421 24 17 29 11 12 36 49 106 64 30 15 48 15 33 286 28 8 126 150 106 14 32 43 16
internal_value=-3.48877e-05 -0.00366488 0.00147284 0.0255955 0.0469051 -0.000361127 -0.0315183 0.00294174 -0.032701 0.0702525 -0.00228284 -0.00374681 -0.000952765 -0.0144937 0.00710466 0.0246798 0.0420616 0.00230373 -0.00686476 0.0355782 -0.0146168 -0.00804788 -0.0167518 0.00685734 -0.0435899 -0.0829384 0.0247057 -0.00101433 -0.0145048 -0.0298813
internal_weight=89.9257 26.3899 63.5359 4.48914 3.18882 59.0467 2.86071 2.05522 1.18866 2.1343 25.9884 25.2118 23.843 8.89482 14.9482 6.61976 5.19262 2.51902 8.32843 1.28623 7.04221 8.11929 6.41466 3.41262 3.00204 1.78594 1.70463 1.24473 2.80296 2.30278
internal_count=2900 1294 1606 100 62 1506 85 70 46 48 1280 1268 1232 678 554 157 93 63 397 96 301 629 477 193 284 134 152 138 185 142
is_linear=0
shrinkage=0.1


Tree=243
num_leaves=31
num_cat=0
split_feature=1 0 0 1 0 0 1 0 4 2 0 1 0 4 3 1 2 2 0 2 1 2 2 0 4 3 0 3 3 3
split_gain=0.0487428 0.582006 0.667158 0.52192 0.364001 0.646503 0.370466 0.298011 0.252179 0.415691 0.661632 0.396907 0.328937 0.293583 0.224484 0.221366 0.206117 0.61236 0.915734 0.324908 0.432938 0.318553 0.303963 0.672198 0.330244 0.259643 0.772166 0.75394 0.566384 0.715182
threshold=66.697957758300021 90.337570099350003 90.837623311600012 65.630639880500027 92.031298721500022 90.259604813550013 67.649671936450019 89.219171517050015 38.592454371550012 -0.093604999999999994 85.447264760050004 64.654729579150015 85.839779647100016 38.938637541200009 0.084365000000000009 67.649671936450019 -0.12835499999999997 -0.088099999999999998 86.232294534150014 -0.14143499999999998 62.084563606450011 -0.085734999999999992 -0.091779999999999987 85.737618238150006 41.678468725050003 0.083415000000000031 86.135510041400025 0.086655000000000024 0.08784500000000002 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 3 -3 8 5 6 -2 -8 9 11 -11 12 -1 -10 -4 -6 19 18 22 20 -15 -19 23 24 -18 26 -23 -27 -29 -30
right_child=4 2 14 -5 15 -7 7 -9 13 10 -12 -13 -14 16 -16 -17 17 21 -20 -21 -22 25 -24 -25 -26 27 -28 28 29 -31
leaf_value=-0.012808863302909089 0.08371005668054457 0.07910728900666246 0.034031731824694524 -0.051957219435044139 -0.070352061744992228 -0.089060754229609296 -0.11224744678946018 0.040550718700092261 -0.060128929764851735 -0.021033614410060068 0.088442841301871286 -0.056309163161576893 0.087838964244271997 -0.020174865132535393 -0.042665416363624968 0.00058384259341935087 0.0040309481615981571 0.039700633621349915 -0.084651383317661297 0.061781563244736742 0.030047424988160522 -0.040988520175312057 -0.053248136787943136 0.049895811035160983 -0.089972094222776897 -0.062994828435903413 0.039300160413962844 0.053364632221209643 -0.076921252926601388 0.0017970537293538645
leaf_weight=0.80966275256923859 0.46621937188319806 2.0049206959083672 0.69051293889060594 1.9229312893585291 0.44542458397336204 1.2637955606696776 0.26816910024263052 0.24358274904807331 0.83172393497079511 0.83326855509949327 1.6357232965528963 0.96871674992144097 0.54214289598166943 3.3296888784334442 0.8530734284868231 35.636221363968332 0.79550584172830008 2.1977453661966129 2.1414608228951693 1.2165561886504201 3.542738739575725 1.642023425279169 0.99721035209949604 1.8545159823843276 0.70486692806298379 2.0743467613792772 4.4282147791236639 1.8358280595857639 1.2807644666117983 11.675504857978011
leaf_count=96 8 36 22 27 12 68 29 16 13 34 24 18 7 156 19 1626 14 27 27 11 56 122 26 24 41 39 48 19 32 203
internal_value=-2.84681e-05 0.00200246 0.0410613 -0.000930196 -0.0027211 -0.0418202 0.019227 -0.0395188 0.00123401 0.0229343 0.0514953 -0.00745402 0.027556 -0.00132917 -0.00835546 -0.000291855 -9.78285e-05 -0.003741 -0.0311164 0.014147 0.00571474 0.00333153 -0.00477441 0.00963396 -0.0401312 -0.000153287 0.0175818 -0.00653613 0.00138126 -0.00598448
internal_weight=89.1331 50.8096 3.54851 47.2611 38.3234 2.24177 0.977971 0.511752 45.3382 4.78951 2.46899 2.32052 1.35181 40.5487 1.54359 36.0816 39.717 31.628 6.49356 8.08898 6.87243 25.1344 4.3521 3.35489 1.50037 22.9367 6.07024 16.8664 14.7921 12.9563
internal_count=2900 1141 77 1064 1759 121 53 45 1037 179 58 121 103 858 41 1638 845 622 132 223 212 490 105 79 55 463 170 293 254 235
is_linear=0
shrinkage=0.1


Tree=244
num_leaves=31
num_cat=0
split_feature=0 3 3 0 0 1 1 0 3 3 0 0 0 4 4 2 0 4 1 1 4 0 3 4 2 3 1 3 3 0
split_gain=0.044749 0.10453 0.122162 0.0671544 0.0793078 0.175416 0.0598301 0.309921 0.371225 0.588513 0.170516 0.276264 0.299981 0.264773 0.278997 0.390298 0.247252 0.181337 0.179127 0.416469 0.217468 0.248984 0.203046 0.154626 0.101605 0.275133 0.0854323 0.320122 0.809473 0.635736
threshold=112.07913100025002 0.07870000000000002 0.078505000000000019 114.06859001680002 118.45077676945002 90.740838818900016 77.898074329750017 99.378854792050006 0.095290000000000027 0.087725000000000011 97.835679825150024 99.515966156650009 100.67200315280002 47.480720532750006 42.654057868200006 -0.046474999999999995 101.06989495610001 50.264779514000004 78.962703749400006 79.900975636950008 42.406961525800007 104.06483731340002 -0.22125500000000001 39.468990633150007 -0.16030499999999998 0.075065000000000021 75.403185184700007 0.10818500000000002 0.088670000000000013 97.483491810050012
decision_type=2 2 2 2 2 2 2 2 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 26 9 -9 -8 -12 -13 14 16 -16 -14 -15 -18 -20 21 23 -23 -21 -19 -26 -1 28 29 -28
right_child=1 -3 -4 4 5 -7 10 8 -10 -11 11 12 13 17 15 -17 18 24 19 20 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00053536818271215317 0.041534521212123206 -0.10440928599874671 0.083854079536902854 -0.10556572911335804 0.10158000251805266 -0.070996839436794093 0.066695702097596565 -0.11029638932432922 -0.10931893129417408 0.032640263561818129 -0.052231815938127958 0.049003795081222712 -0.060753855068452503 0.082759890672652284 -0.1061133160059252 0.0059336888263775665 0.044916669674409562 0.072095403697493038 -0.11337728074626718 0.04292647515798706 0.065846687150834679 0.030473613200323518 -0.10545105252895022 -0.02015924943635106 0.090464629847253036 -0.10452248007786798 -0.027002798900001387 0.072006459277934934 -0.063250649266207756 0.086268171774238608
leaf_weight=71.702875659359506 0.10954069393483123 0.13359140633858146 0.11987928846792784 0.14674060098224118 0.087937459349632263 0.17836075611921842 0.46436156283016217 0.41947731731124693 0.55652770492451953 0.91937640905962326 0.78337718354305153 1.5903082359000089 0.52582992159295816 0.60573685572308 0.614358745777281 0.62935165673115967 1.1843715656214042 0.13194253062829375 0.29719063858647166 0.91385809910934834 0.575834706716705 0.15848315146467717 0.35850532342874641 0.67587204594019568 0.1146240122616291 0.19628652487881482 0.8461089084348713 0.77893152933938825 1.2342372271086786 1.195739659713581
leaf_count=1723 19 180 6 43 2 77 43 63 35 22 19 36 15 21 46 23 34 7 19 53 15 23 161 36 3 53 48 19 32 24
internal_value=-1.80949e-05 -0.0239253 -0.00718965 -0.028075 -0.0465359 -0.0140082 0.000194006 -0.000736039 -0.0406763 -0.0121433 0.00754827 0.00461261 0.00980717 0.000879568 -0.0073066 -0.0494145 0.00385983 0.0472027 0.012019 -0.00105695 0.0113866 -0.00349908 -0.0637833 0.0161056 -0.00143272 -0.0326362 0.000263224 0.0143843 0.000683944 0.0393305
internal_weight=88.2496 0.77605 0.642459 0.52258 0.413039 0.266298 87.4736 77.6533 1.89538 1.33885 9.82029 9.35593 8.57255 6.98225 5.93366 1.24371 4.68995 1.04859 4.16412 2.97974 2.68255 2.10672 0.516988 1.58973 0.442853 0.310911 75.7579 4.05502 3.27609 2.04185
internal_count=2900 327 147 141 122 79 2573 1966 120 85 607 564 545 509 425 69 356 84 341 307 288 273 184 89 63 56 1846 123 104 72
is_linear=0
shrinkage=0.1


Tree=245
num_leaves=31
num_cat=0
split_feature=1 0 4 2 3 4 3 3 0 3 3 1 4 1 1 4 4 4 0 1 1 3 1 3 4 4 1 3 3 1
split_gain=0.0462809 0.382303 0.332683 0.543037 0.283344 0.520732 0.449086 0.412716 0.225774 0.628342 0.21731 0.760021 0.41789 0.389271 0.620595 0.360032 0.31788 0.564653 1.08683 0.334907 0.646767 0.631225 0.477751 0.525455 0.277324 0.2104 0.462439 0.231759 0.64912 0.514822
threshold=64.434276012450013 87.568458224950021 42.541806567400009 -0.068524999999999989 0.11614000000000002 40.036761086100007 0.11112000000000002 0.25847000000000003 86.866770652900016 0.087530000000000011 0.082055000000000017 62.116825104000007 43.45354240915001 62.084563606450011 62.057679025150001 43.061965423550006 42.871500973550006 42.280042771400005 85.775256651950016 62.084563606450011 62.046925192600007 0.10461500000000003 61.885617704800005 0.091975000000000015 41.621607100200002 39.530201452500002 61.614083433650009 -0.24637000000000001 -0.25095999999999996 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 4 3 -3 6 -6 8 -7 10 -10 11 13 15 14 25 16 17 19 -19 20 21 22 -12 -24 -21 26 -1 28 -27 -29
right_child=-2 2 -4 -5 5 7 -8 -9 9 -11 12 -13 -14 -15 -16 -17 -18 18 -20 24 -22 -23 23 -25 -26 27 -28 29 -30 -31
leaf_value=-0.024774040099417544 -0.002242767731946579 0.012221804620045473 -0.0006062388390688238 0.08958163325889329 0.038946172820154848 -0.11639624363159601 0.07226195253430355 -0.022120813353940796 0.022199740475436578 -0.058995835856391357 -0.010250886795893581 -0.11066438070491856 0.049664978323222281 0.062152306071345753 -0.10199923794736868 -0.055177503636755332 0.057121209971432656 0.023506615881823765 -0.10992824704848048 0.0072207233932829965 -0.065188335969898772 -0.052110225800346001 0.00039543087221913394 0.06736674144767528 0.067955888363031111 -0.023880488257638097 0.099184064281564191 -0.007551099127626474 0.10482471711640584 -0.11731678745217447
leaf_weight=0.60299947171461254 45.308379626756079 2.2055905144661669 3.0073902816511691 1.5416462807916094 0.72568564116954748 0.78263264083943784 0.85529987746849556 1.1418593766284173 1.6832469571381801 2.1971521526575089 2.8768137283914346 0.71047950468891929 2.1064252721844232 0.82981033972464491 0.66656887053977687 1.017849818439571 1.1372655031191232 1.2465875820744252 1.1961138150072654 1.4041203073502395 1.2617622611578543 1.3434670459246261 1.9292242725496178 2.9830065418500453 1.6182883291039614 1.180973501603148 0.60083351472167124 2.4072870702293616 0.5864551439881297 0.5195025762222939
leaf_count=63 1926 22 40 30 18 31 18 23 21 24 73 34 39 9 12 33 20 28 33 27 16 19 37 32 15 86 19 130 5 17
internal_value=-2.10701e-05 0.00235491 0.0241666 0.0440483 -0.00178221 -0.0332399 0.00074706 -0.0604598 -0.00115807 -0.0237747 0.00195118 -0.0118739 0.00752005 -0.00238176 -0.0105393 0.00259207 0.00605162 0.00238945 -0.0418322 0.0104406 0.00192104 0.011193 0.0221116 0.0410645 0.0397402 -0.00020293 0.0370935 -0.0097676 0.0188255 -0.0270344
internal_weight=87.6747 42.3663 6.75463 3.74724 35.6117 2.65018 32.9615 1.92449 32.1062 3.8804 28.2258 8.10491 20.1209 7.39443 6.56462 18.0145 16.9966 15.8594 2.4427 13.4167 10.3943 9.13251 7.78904 4.91223 3.02241 5.89805 1.20383 4.69422 1.76743 2.92679
internal_count=2900 974 92 52 882 72 810 54 792 45 747 375 372 341 332 333 300 280 61 219 177 161 142 69 42 320 82 238 91 147
is_linear=0
shrinkage=0.1


Tree=246
num_leaves=31
num_cat=0
split_feature=2 3 3 2 2 3 2 2 3 4 4 2 3 3 3 1 2 4 2 4 3 3 4 3 2 2 2 1 4 3
split_gain=0.0458415 0.200127 0.474594 0.659223 0.376205 0.912843 0.341933 0.324372 0.315054 0.292837 0.468797 0.233792 0.202125 0.215007 0.19194 0.189148 0.188887 0.175313 0.506697 0.433478 0.307738 0.517004 0.365077 0.312634 0.308968 0.377736 0.496933 0.420664 0.749138 0.324523
threshold=-0.11808 0.083185000000000023 0.088565000000000019 -0.14581999999999998 -0.16297999999999999 0.098200000000000023 -0.50001499999999999 -0.58180999999999994 0.080515000000000017 43.245737185650007 41.028010303750008 -0.14143499999999998 0.093925000000000022 0.11048000000000002 0.084365000000000009 71.273713496300005 -0.11131999999999999 41.495754733000005 -0.098345000000000002 41.348489042950007 1.0000000180025095e-35 0.075065000000000021 41.590548329450009 -0.13743499999999997 -0.09715 -0.088099999999999998 -0.083330000000000001 61.928633034850002 43.19689381845 0.083415000000000031
decision_type=2 2 2 2 2 2 2 2 2 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 6 11 7 -4 -1 10 14 -6 -8 -14 -3 -9 -2 19 -19 -18 23 -22 -23 -20 -24 27 -27 -26 -29 -28
right_child=16 2 4 -5 5 -7 12 15 -10 -11 -12 -13 13 -15 -16 -17 17 18 20 -21 21 22 24 -25 25 26 29 28 -30 -31
leaf_value=-0.0030868735963202275 -0.031112911706056512 0.031119042292511764 0.010443969009895304 0.086494198616376333 -0.13660164502487365 0.014853532641821288 0.090206834669375652 -0.12060478981984542 -0.085492342411534084 -0.056800866367496372 0.085828496719690325 -0.052989464040336588 -0.016487853404057461 0.069638661605696248 -0.071898080913594106 -0.0041314289653006115 0.0014206030907012732 -0.065305386617891939 -0.018150026321452056 0.047197649088217629 0.07996352426883277 -0.06047908592921223 0.072262478252636653 -0.11068615920528552 0.047244216081866602 0.032998919722913307 0.024984447970851226 -0.088503006162923281 0.0057467303881062609 -0.013696294053177861
leaf_weight=8.0374376033341832 2.0614673904947258 0.31329152857102893 3.0599594589812105 1.7563736060183135 0.60771920993192929 2.0919978789756897 0.75059651776973613 0.33134737014188465 0.49237291053805243 0.58616109634021984 0.69844182722181358 0.74362529945392364 0.62177431403961214 0.5429725224566937 0.4278663617105849 0.24072018648269022 34.001898424341988 1.3865698666495543 1.4302658458491349 2.2025755059730718 0.77898145570270827 1.0498887553621923 0.57429278290511376 0.49024630396343383 0.60069424356335277 4.4785096463019896 2.7440459172941827 1.7689686163212175 1.6116999556543303 10.349813621795418
leaf_count=656 44 9 104 23 24 38 13 20 42 18 14 20 32 14 36 28 847 48 123 32 19 20 13 56 7 64 81 66 38 351
internal_value=-1.28008e-05 0.00401707 0.0119377 0.0416575 -0.000564535 -0.0265283 0.0155516 -0.00247754 -0.00784363 0.00278331 0.0270442 -0.0905911 0.04974 0.0236619 -0.0283522 -0.071594 -0.00132284 -0.000355255 -0.00641165 0.00420555 -0.00325599 -0.000168375 -0.00286151 -0.0417716 -0.00012778 -0.0020566 0.00424475 -0.0298686 -0.0435704 -0.00559007
internal_weight=86.8326 21.3027 12.7728 3.78213 8.99071 3.44334 5.54737 3.63203 8.52981 2.02576 1.4396 1.35134 1.91534 1.16475 0.741158 0.572068 65.5299 63.4685 27.264 36.2045 25.8774 23.9569 23.1779 1.92051 22.128 21.5537 17.5724 3.98136 3.38067 13.0939
internal_count=2900 1091 393 100 293 82 211 152 698 77 59 44 59 46 45 48 1809 1765 886 879 838 659 640 179 620 607 496 111 104 432
is_linear=0
shrinkage=0.1


Tree=247
num_leaves=31
num_cat=0
split_feature=3 4 2 3 4 2 4 4 4 3 4 4 3 4 3 1 4 3 3 1 1 1 1 3 2 2 1 2 3 2
split_gain=0.0484124 0.122932 0.147119 0.107932 0.271331 0.155437 0.0596726 0.21366 0.162574 0.155988 0.198967 0.164428 0.272872 0.108984 0.180002 0.152413 0.132438 0.102399 0.324213 0.446017 0.18932 0.489404 0.32909 0.208451 0.205016 0.381447 0.236321 0.183265 0.480692 0.74539
threshold=-0.54481999999999997 48.919835655300012 -0.16297999999999999 -0.27223499999999995 32.785955158400007 -0.13324 49.110028829250005 49.49736495185001 48.852845034800005 0.079095000000000013 49.700765821350011 50.264779514000004 0.074640000000000026 32.785955158400007 0.088500000000000023 72.496961945650014 34.542090938800008 -0.093074999999999991 -0.084259999999999988 62.154463517850012 61.998532946250002 62.057679025150001 61.944763783650011 -0.15684499999999998 0.26462000000000008 0.049615000000000013 66.318885161900013 -0.065399999999999986 0.082055000000000017 -0.078219999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 10 -9 -12 -13 14 15 -5 -15 20 19 -19 22 -22 23 -18 25 26 -23 28 29 -20
right_child=3 -3 -4 6 5 -7 7 9 -10 -11 11 12 -14 16 -16 -17 17 18 27 -21 21 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10540669377660999 0.094813483700646739 0.074916910135041828 0.038154208550741191 0.054567327567447733 -0.019886595728252757 -0.10843188704716629 -0.092390841209203822 0.070295793471699411 0.036272788103628884 0.050153607682213532 -0.11277180146772788 0.045076241438040746 -0.10335821418923608 0.028205227178194195 -0.086417219247298907 -0.10311788028309395 0.034582158720579168 0.018723104643749853 -0.017228841858966868 -0.12069764242453905 0.083901542952603436 -0.029957862980505363 -0.093861739598903995 -0.067015749728340304 0.054022796010502985 -0.078991280081541174 0.020814844739665349 0.0063530767867584111 -0.00081150692985971704 -0.12389669061376006
leaf_weight=0.11469703638886131 0.14093772657542913 0.29067477770149708 0.1890269613104455 0.24479571522260712 0.49558581847304595 0.33044875642372062 0.31731276398795571 0.18239036090380956 1.2546760976256326 0.41151715543310274 0.24854674012203759 0.3121762217124342 0.20529365920083364 1.6705640795983061 0.3757595857497904 0.081772881179347223 0.77921851300925471 0.40609347131611073 4.3143445121164632 0.52751614898261323 0.94082205276936282 1.2094466578273566 0.45091083995066572 0.27259112107094363 0.79765505930117786 0.55313891227888223 3.7877256426536405 23.948088573156973 40.494038744543161 0.77239901353094964
leaf_count=31 19 5 24 26 48 41 31 7 29 52 21 25 90 79 53 60 46 24 202 21 10 36 9 52 23 36 150 711 919 20
internal_value=-1.03152e-05 0.0284301 -0.0160595 -0.000207974 -0.0334279 -0.0553085 0.000171913 -0.0185022 0.000549813 -0.00126167 -0.0235709 -0.0459208 -0.0138115 7.19432e-07 -0.0392217 0.0150829 0.000341123 -0.000246214 -0.00151588 -0.0600536 0.00992994 0.0165931 -0.0223888 0.00825165 0.00661738 -0.000195425 0.00852652 -0.000729855 -0.00445122 -0.0334259
internal_weight=86.1202 0.594399 0.303724 85.5258 0.966972 0.826035 84.5588 1.67724 82.8816 1.35992 0.948407 0.766017 0.51747 81.6269 0.702328 0.326569 80.9246 79.254 70.4625 0.93361 8.79151 7.28879 1.50272 1.05181 6.34797 5.55031 4.99717 69.5289 45.5808 5.08674
internal_count=2900 60 55 2840 108 89 2732 226 2506 195 143 136 115 2477 139 86 2338 2259 1897 45 362 255 107 98 245 222 186 1852 1141 222
is_linear=0
shrinkage=0.1


Tree=248
num_leaves=31
num_cat=0
split_feature=2 2 3 2 3 3 1 0 1 3 2 2 3 3 0 1 3 3 2 3 3 1 0 3 3 0 3 3 3 0
split_gain=0.043324 1.05548 0.376536 0.204005 0.329735 0.431522 0.228195 0.382332 0.379739 0.098511 0.112909 0.316354 0.352914 0.315561 0.266176 0.608208 0.256875 0.368648 0.38834 0.229317 0.371102 0.193884 0.193106 0.0939999 0.715594 0.220525 0.111634 0.479021 0.417923 0.676097
threshold=0.19122000000000003 0.20327000000000003 0.11263500000000003 0.22542000000000004 0.08079500000000002 0.094415000000000013 68.214248143850014 96.249489528150022 78.349735295650007 0.43644500000000008 0.048530000000000011 1.0000000180025095e-35 -0.04931 0.095645000000000022 94.964406541850011 66.697957758300021 0.07797500000000003 0.091975000000000015 0.11529000000000002 0.09660500000000001 0.087725000000000011 72.303392960300016 85.872041144650012 0.23821500000000004 0.12746000000000005 87.393708446500014 0.090225000000000014 0.090865000000000015 0.088165000000000021 87.29692395375001
decision_type=2 2 2 2 2 2 2 2 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 6 -6 -5 -8 -9 10 11 23 -13 -14 15 19 21 -18 -19 20 22 -16 -12 24 26 -25 28 -28 -1 -30
right_child=1 2 -4 4 5 -7 7 8 -10 -11 14 12 13 -15 16 -17 17 18 -20 -21 -22 -23 -24 25 -26 -27 27 -29 29 -31
leaf_value=0.0015794324146020753 -0.14900342209869549 0.035965331707071051 0.069795817019016271 -0.04321837539630103 -0.11268047145895899 5.7228800938120441e-05 0.096642895794700312 -0.11513850465398751 0.031917151359832883 -0.035072823264930955 -0.043015525153522541 0.03212885739060508 -0.10535325766124029 -0.003259247719311892 0.047419595432940199 -0.087635923201870719 0.085492849461762846 -0.10737468241482349 0.068280580446776651 0.049905156211372668 -0.099151938880061435 -0.076934008590770667 0.094318249249005809 -0.0099757755726835196 -0.10518882479780123 0.064912137975603759 0.047562950687495803 0.002156626568328979 -0.085128050257897353 -0.003394368564362297
leaf_weight=36.247113094361794 0.4879115190160509 0.89080364318215277 0.76217513608435172 0.60314227163326029 0.67357450763711291 0.68459284723542169 0.53531035961350404 0.24881891411496326 0.59672836951131103 0.7680550384747552 0.1672979938484781 0.47594938925431063 0.83653012153035755 0.47446258949094045 0.2225250463234264 0.68108746934740327 1.3178576109119147 0.23934973242572244 0.26544153135296256 1.1768718282401094 0.33599319753557211 0.28719668809299037 0.26387959957355633 0.83969382027862483 0.63578428805749254 0.73953191056989454 2.541608654408722 27.060297672462752 1.5151173902850121 3.0481563969260606
leaf_count=1319 11 20 23 20 63 33 10 11 62 26 51 36 69 13 3 54 68 27 13 27 20 40 9 21 27 22 34 631 45 92
internal_value=-1.97802e-05 -0.00861946 0.00509285 -0.00655736 -0.0178911 -0.0558543 0.00809695 0.0305109 -0.0113569 0.000568598 0.000913489 -6.00098e-05 -0.0416275 -0.0684043 0.0155261 -0.00631507 0.0401088 0.0576588 -0.0150074 0.0221754 -0.0203633 -0.022646 0.0410324 0.000962727 0.000426363 0.0250933 0.00138001 0.0060552 -0.00201115 -0.0305319
internal_weight=85.6229 5.48306 4.99515 4.23297 3.34217 1.35817 1.984 1.38086 0.845547 80.1398 79.3717 74.4142 1.78694 1.31099 4.9575 2.62513 2.33237 1.82265 0.504791 1.94404 0.767171 0.509722 0.431178 72.6273 71.0481 1.57923 70.4123 29.6019 40.8104 4.56327
internal_count=2900 253 242 219 199 96 103 83 73 2647 2621 2309 118 82 312 161 151 108 40 107 80 43 60 2191 2148 43 2121 665 1456 137
is_linear=0
shrinkage=0.1


Tree=249
num_leaves=31
num_cat=0
split_feature=1 0 0 0 0 0 1 0 2 1 3 0 3 3 2 3 4 3 3 0 3 1 2 1 1 1 4 0 0 0
split_gain=0.049904 0.486884 0.583953 0.444056 0.283543 0.533664 0.316795 0.268374 0.207683 0.198657 0.194778 0.170297 0.267714 0.546319 0.253756 0.230273 0.417705 0.390429 0.370991 0.218932 0.485796 0.162944 0.24756 0.194512 0.210257 0.295704 0.191723 0.242768 0.228792 0.288679
threshold=66.697957758300021 90.337570099350003 90.837623311600012 89.872466842800023 92.031298721500022 90.259604813550013 67.649671936450019 89.219171517050015 -0.13324 67.649671936450019 0.084365000000000009 87.568458224950021 0.087265000000000023 0.082325000000000023 -0.083330000000000001 0.11614000000000002 40.036761086100007 0.25847000000000003 0.11112000000000002 86.866770652900016 0.087530000000000011 68.961639504150014 -0.040019999999999993 69.563854125350005 69.873026810350026 70.085415002650009 38.238138001450004 94.964406541850011 95.071944867050021 96.588235252600015
decision_type=2 2 2 2 2 2 2 2 2 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 11 5 6 -2 -8 -7 -6 -4 15 13 -13 -14 18 -17 -18 19 -1 -21 22 -11 -23 -25 -26 27 -27 -29 -30
right_child=4 2 10 -5 9 8 7 -9 -10 21 -12 12 14 -15 -16 16 17 -19 -20 20 -22 23 -24 24 25 26 -28 28 29 -31
leaf_value=0.002025624104073788 0.081131250792687126 0.076561479305017291 0.033326350214229153 -0.049046312758463391 -0.068276109504093491 -0.014881612761432905 -0.11130498561225684 0.03788671274213775 -0.10953184626739319 0.064390460687706638 -0.03922196992053912 0.034934686699897667 0.043914541507322595 -0.065229030035443322 0.0020800987987331337 0.034838572693130655 -0.11447605189196389 -0.019355535804960061 0.06793892277493957 0.017945013274748307 -0.053867143527004141 -0.041679378427624043 -0.0053508235013391327 0.036695784240690671 -0.046781874283773943 -0.076806585213718137 0.0034101888708787487 0.080819616812862885 -0.10802628660603886 -0.005242142728043621
leaf_weight=27.857452633208144 0.42895707627758328 1.8453215160407119 0.65919489262159892 1.8195651588030148 0.42904489235661358 0.31947874955949385 0.24207252200358198 0.24022817220975412 0.84493345649207152 0.9644450970081383 0.84375168857513927 1.0821643868694066 3.3058336656540632 1.0960613772040231 2.5827075028792024 0.70166657399386112 0.70146332638978481 1.1212831566808743 0.79874749365262587 1.6363171690609299 2.2201269743964076 1.1638738091569383 1.0777634510304768 1.4835781833971875 1.3974932578275936 0.65178477158224568 24.682558254980563 0.25750907976180348 0.3127305498637728 2.1645383048343092
leaf_count=792 8 36 22 23 12 16 29 16 52 29 19 25 31 16 35 18 33 23 18 24 26 20 13 22 23 46 1120 4 18 331
internal_value=-2.68175e-05 0.00208563 0.0388725 -0.000656197 -0.00280829 -0.0387066 0.018611 -0.0369944 -0.0835627 -0.000653819 -0.00740215 0.00138652 0.0144862 -0.0154667 0.025566 -0.00162948 -0.0307235 -0.0559616 0.000629497 -0.00106576 -0.0233967 0.000195601 0.0275849 -0.00154615 -3.69503e-05 -0.00188636 0.000348877 -0.0219631 -0.00889219 -0.0182176
internal_weight=84.9326 48.2717 3.34827 44.9234 36.661 2.07567 0.911258 0.482301 1.16441 34.5853 1.50295 43.1038 8.06677 2.17823 5.88854 35.0371 2.52441 1.82275 32.5126 31.7139 3.85644 34.1563 2.04221 32.1141 30.9502 29.4666 28.0691 3.38656 2.73478 2.47727
internal_count=2900 1141 77 1064 1759 121 53 45 68 1638 41 1041 107 41 66 934 74 56 860 842 50 1626 42 1584 1564 1542 1519 399 353 349
is_linear=0
shrinkage=0.1


Tree=250
num_leaves=31
num_cat=0
split_feature=1 0 4 0 3 4 1 4 4 2 4 4 2 0 4 4 0 4 2 1 0 2 2 1 0 1 0 1 3 4
split_gain=0.0479171 0.303554 0.187015 0.358478 0.247307 0.236386 0.783007 0.252658 0.648096 0.407823 0.29383 0.361457 0.292184 0.405417 0.338507 0.328656 1.33364 0.400691 0.472929 0.400629 0.510629 0.253153 0.420277 0.355105 0.311869 0.233667 0.191979 0.275478 0.309285 0.191453
threshold=64.434276012450013 89.057864029250013 39.468990633150007 81.917319234750025 0.10500500000000003 40.12915366295001 61.998532946250002 41.028010303750008 41.134354310300004 -0.069554999999999992 41.289992964000007 41.348489042950007 -0.011399999999999999 87.393708446500014 43.812290675100009 41.986601436450009 86.420486603250012 42.487106141350004 -0.075840000000000005 62.132955852800002 86.597924839850023 -0.082314999999999985 -0.083135000000000001 62.020040611300011 86.232294534150014 61.987779113750001 86.103248543850015 61.950140699950005 1.0000000180025095e-35 43.968221017800005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -4 9 -9 -7 -10 -12 15 14 -14 16 25 18 -17 20 21 22 24 -23 26 -13 27 28 -19 -29
right_child=-2 -3 5 -5 -6 7 -8 8 10 -11 11 12 13 -15 -16 17 -18 19 -20 -21 -22 23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.079723744915703734 -0.0023181929685433507 0.03431748877227369 0.017323795817982875 0.03130884506144388 0.075485052189828844 -0.010206700290253203 -0.091868726751432109 -0.095560404555465939 0.043042099699375072 0.045946103581015509 -0.067800434634146339 0.024520177701972626 -0.1225596157909942 0.034597956847439132 0.017518216802229616 -0.080844109232586267 -0.041088668037726567 -0.019018889855060152 -0.0012333986031437638 -0.032848508690322062 0.053182813556013078 -0.11001330456046061 0.073207173706087106 0.011671777977973819 -0.067776744709165671 0.072156548432246628 0.061280905028568228 -0.11039432033722206 0.046405620037710232 -0.011403205019052383
leaf_weight=0.52136824730223352 43.827860968127766 2.7841450052801511 1.4824380567588371 3.7586933436687104 0.1278315344825387 2.3970263931842055 1.17902748985216 0.7516648917808223 1.408977083046923 2.8091423037112717 0.8550009503960635 1.7268597907896168 0.65358058469882141 0.41040991246700287 0.23438242157862987 1.4464401795121378 2.3311608787626028 1.569526026720278 1.5413585800124554 2.6435881289071395 2.2079170793294907 0.48489987644460431 0.79366985215165176 0.47448511031689122 0.68570377965806972 2.5506952630821615 0.52888544928282488 0.35202169837430108 1.3390132461208848 0.43905302068742458
leaf_count=101 1926 43 23 75 5 41 23 13 28 40 11 30 92 6 18 33 28 96 37 46 19 23 6 19 10 26 7 33 30 12
internal_value=-2.6897e-05 0.00245335 0.000100483 0.019457 -0.0491622 -0.00246196 -0.0310484 2.15018e-05 -0.0040876 0.0200922 -0.00130139 -0.00398651 -0.00155223 -0.0475959 -0.0855853 0.00127898 0.019763 -0.00714173 -0.0397742 0.00132266 0.011501 -0.00230228 0.00568643 -0.0498312 -0.00521853 0.0529256 0.00492607 -0.00313025 0.0111008 -0.0554534
internal_weight=84.3168 40.489 37.7048 4.40789 0.6492 33.2969 2.66147 30.6355 25.4293 5.20617 24.6776 23.2687 22.4137 1.29837 0.887963 21.1153 6.60872 14.5066 2.9878 11.5188 8.87518 6.66726 5.70787 0.959385 4.9142 4.27756 4.2285 3.69961 2.90854 0.791075
internal_count=2900 974 931 181 106 750 46 704 623 81 610 582 571 116 110 455 84 371 70 301 255 236 194 42 188 56 178 171 126 45
is_linear=0
shrinkage=0.1


Tree=251
num_leaves=31
num_cat=0
split_feature=2 2 0 3 2 1 4 1 0 4 0 1 3 3 3 3 3 3 4 4 3 2 3 3 3 3 0 1 1 3
split_gain=0.0475616 0.297575 0.207937 0.235913 0.167298 0.264519 0.142725 0.326296 0.311851 0.265294 0.118478 0.168248 0.116668 0.0973579 0.148355 0.287105 0.212307 0.268523 0.190963 0.187944 0.119187 0.255949 0.228406 0.145176 0.314086 0.548642 0.0964912 0.594431 0.450476 0.799811
threshold=-0.58180999999999994 -0.50001499999999999 91.410264893400026 0.095645000000000022 -0.26138499999999998 62.305017173150013 41.061442884200012 75.403185184700007 97.900202820250016 41.840895355800008 98.327667663000014 82.987325570650015 0.099010000000000029 0.43644500000000008 0.13062500000000002 0.11614000000000002 0.11308000000000003 0.11048000000000002 41.21013581150001 41.134354310300004 0.10721500000000002 -0.063985 0.10500500000000003 0.10332500000000001 0.10236000000000002 0.10176000000000003 97.900202820250016 77.086159974350025 75.465019721650009 0.082620000000000013
decision_type=2 2 2 2 2 2 2 2 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 7 -1 -9 -8 -10 -12 -11 14 15 16 17 20 -16 -17 22 -22 23 24 25 26 28 -28 -6 -30
right_child=1 4 3 -5 13 -7 9 8 10 12 11 -13 -14 -15 18 19 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.058422367068801252 -0.11517379731149534 0.085316360719873113 0.034116492609888235 -0.10859149984663941 -0.00068931413548282505 -0.0041129406337147576 -0.074728266949452324 -0.086076401069340863 0.094652543501845196 -0.020815915376437493 -0.10331903161099146 0.043582190218233681 0.046923928653900743 -0.037552067398546218 -0.012331899801766296 -0.065671044451516156 0.046001073674244337 -0.046370122847835232 0.049862623524439785 -0.003313276328033108 -0.017357030873528714 0.065912963710172953 -0.037121648422076894 0.02511406403409866 -0.047986588031933453 0.076943115003592896 -0.07397116195681544 0.00036216310240904368 -0.057410164294918811 0.081237669442023847
leaf_weight=1.3385200279626586 0.3722391472729204 0.58882537484896491 0.32544472364304511 0.17985751217850066 51.670822589378531 0.75463175732966192 0.47583636845229182 0.39522739918902505 0.18860258907079697 0.47228051663932979 0.11443155257438775 0.24465007755401302 0.55074405623599887 0.7031037891148334 0.79891643596715711 1.1133439308914592 0.99447166763275063 1.2551260363572954 1.2921348819509146 0.85414313698311151 0.67361219328176958 0.81662200053688028 1.6454193627948814 2.3300277774396809 1.3519498710447795 0.930564911570399 1.2504907594666272 7.7012949388428638 0.55950413826212697 1.6229173160481876
leaf_count=28 31 19 31 22 1303 41 17 12 4 37 19 48 17 24 38 29 25 36 36 32 19 26 39 38 19 17 94 692 63 44
internal_value=-2.84765e-05 -0.000547772 -0.058459 -0.0166791 9.62628e-05 0.0350831 0.0109316 0.026681 -0.0183778 -0.0130408 0.0304759 -0.00323205 0.0156517 -0.000509728 -0.000170876 -0.000905585 0.000113095 -0.000522407 0.0261003 -0.0385997 0.000293214 0.0282735 -0.000310541 0.000587885 -0.000290112 0.000721619 -0.000407734 -0.0100216 0.00119033 0.0456927
internal_weight=83.5658 79.7855 0.877541 0.505302 78.9079 1.34346 3.78029 2.28143 0.942912 1.49886 0.547684 0.359082 1.02302 77.5645 76.8614 74.7703 72.8028 71.8084 2.09105 1.96749 70.5532 1.49023 69.063 67.4176 65.0875 63.7356 62.805 8.95179 53.8532 2.18242
internal_count=2900 2718 84 53 2634 60 182 111 83 71 71 67 54 2574 2550 2476 2415 2390 74 61 2354 45 2309 2270 2232 2213 2196 786 1410 107
is_linear=0
shrinkage=0.1


Tree=252
num_leaves=31
num_cat=0
split_feature=4 2 2 2 2 2 0 1 0 0 3 1 0 3 0 0 0 2 2 4 1 2 3 3 0 1 1 4 2 0
split_gain=0.0477204 0.188977 0.694523 0.288562 0.351132 0.33461 0.186821 0.400378 0.397838 0.513311 0.579453 0.513621 0.356832 0.318714 0.31362 0.649309 0.27305 0.372366 0.305558 0.489605 0.228033 0.300044 0.22767 0.388307 0.239383 0.209594 0.390705 0.200991 0.196219 0.275825
threshold=42.297164883650005 -0.067574999999999996 -0.053019999999999991 -0.042409999999999996 -0.031989999999999998 -0.02852 100.13162306855001 80.677940036650014 97.483491810050012 96.249489528150022 0.09495000000000002 62.084563606450011 86.420486603250012 0.090865000000000015 86.866770652900016 87.568458224950021 88.576630023850015 -0.096499999999999989 -0.22699 45.673096293200011 81.524804347700012 -0.085734999999999992 0.08594000000000003 0.085765000000000022 85.678472159250006 61.950140699950005 61.907125369850007 48.680511450650009 -0.14739999999999998 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 6 -3 -4 -5 -6 8 -8 9 10 12 -12 22 14 -14 -16 -17 18 19 -18 -9 -22 23 25 -24 26 27 -2 -27 -30
right_child=1 2 3 4 5 -7 7 20 -10 -11 11 -13 13 -15 15 16 17 -19 -20 -21 21 -23 24 -25 -26 28 -28 -29 29 -31
leaf_value=0.0016153637980696606 -0.064892172657838532 -0.12111069343553948 0.081130841383667426 -0.11682529963422411 0.090954946548080964 -0.015321089812711481 -0.096173506353338614 0.070881262075577323 0.056608275577952866 -0.07467377938832391 -0.0031256073138227741 -0.11268496745919632 0.064125703435707518 0.075353391879307313 -0.068415877886699963 0.085474980469048764 0.049635386550523922 -0.029306481228657411 0.054709040219472239 -0.10882503172626604 0.0015756332425888799 -0.10672735226927131 0.010010976302069707 0.073450954960697021 -0.072149624751918551 0.013781146384375734 0.076978108310897631 0.008458185558921005 -0.09555174782501287 -0.0058018270891103084
leaf_weight=56.684065444902473 0.51399391839733466 0.60891897536930617 0.34142415708629403 0.31027208361774672 0.32429939355642989 3.426076989860348 0.59940618625841979 0.34494276635814491 1.3389853083062906 0.87337487778859113 0.98884309193817788 0.75431567084160633 1.1669766284176146 1.0767659609555265 0.94685309974374821 0.59708208849770006 0.45387424039654378 1.3824205631972297 2.0225768032105407 0.34184354802710004 1.3976756388980223 0.31310740541084614 0.5735493329411836 0.68696185573935498 0.92904470415669493 0.65689532319083843 0.67759559117257584 1.3673916577827183 0.71681256753072353 0.65561544522643089
leaf_count=1712 67 23 9 15 11 309 63 7 39 22 23 27 12 19 20 8 18 34 71 45 161 25 24 7 22 20 9 36 36 6
internal_value=-1.99331e-05 -0.00353273 -0.0210116 -0.00716531 -0.0145894 -0.00613128 0.000564513 -0.0242594 0.00408505 3.92226e-05 0.00399166 -0.0505351 0.0104286 0.0247476 0.0168637 0.0072628 0.0221981 0.013204 0.0340562 -0.0184398 -0.00329077 -0.018246 -0.00644785 0.00333363 -0.0407884 -0.00716434 0.0118686 -0.0115811 -0.0311649 -0.0526778
internal_weight=83.072 26.3879 5.01099 4.40207 4.06065 3.75038 21.3769 2.65513 18.7218 17.3828 16.5094 1.74316 14.7663 7.98839 6.91163 5.74465 4.7978 4.20072 2.81829 0.795718 2.05573 1.71078 6.77786 5.27527 1.50259 4.5883 2.55898 1.88139 2.02932 1.37243
internal_count=2900 1188 367 344 335 320 821 256 565 526 504 50 454 227 208 196 176 168 134 63 193 186 227 181 46 174 112 103 62 42
is_linear=0
shrinkage=0.1


Tree=253
num_leaves=31
num_cat=0
split_feature=3 3 3 2 4 4 1 1 2 3 3 2 1 4 2 2 1 2 4 0 2 2 0 1 3 3 0 4 0 4
split_gain=0.043941 0.456404 0.288681 0.665242 0.241239 0.825764 0.50868 0.630763 0.621599 0.550824 0.481487 0.877178 0.541074 0.446292 0.441683 0.396113 0.968101 0.417446 0.449946 0.363278 0.336925 0.319693 0.338472 0.297552 0.434591 0.285693 0.283345 0.238823 0.188142 0.155947
threshold=0.093295000000000031 0.093480000000000021 0.092290000000000025 -0.099224999999999994 41.24714903835001 41.134354310300004 72.953999827850012 80.677940036650014 0.11529000000000002 0.10236000000000002 0.10661000000000002 -0.072569999999999982 62.084563606450011 41.395309858300003 -0.11911999999999999 -0.083794999999999994 62.106071271500007 -0.094344999999999998 41.621607100200002 89.738043936200015 -0.031989999999999998 -0.5169149999999999 85.968825637350008 62.245871094250013 0.12424000000000003 0.095845000000000027 90.337570099350003 40.337496327150006 85.939252597950016 40.305698932850007
decision_type=2 2 2 2 2 2 2 2 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 29 -4 5 6 9 8 -8 19 -11 14 -13 -6 -12 17 20 18 -15 28 -17 -20 -23 -18 26 -21 -25 -9 -3 -1
right_child=1 4 3 -5 13 -7 7 27 -10 10 11 12 -14 15 -16 16 23 -19 21 25 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0084970089087934002 0.07033507576784391 0.030252354340755006 0.032456364488196665 -0.10099737616480074 -0.073220129802983994 0.097924460609272457 -0.10523148494158735 0.04495853965733098 0.02904863389883804 -0.045800931642234123 0.0053979527140211644 0.096675009809018025 0.0095916001935616134 0.076816460351866081 -0.083041448030574394 -0.10540733033222922 0.062488633725284508 0.056477592772987154 0.020000607854309675 0.048536643753103632 -0.024976488755818278 0.0082393233858820414 -0.102118506284847 -0.086748799255247006 0.061155851279060883 -0.017204785082365961 0.0037848235324200682 -0.069278258771180282 0.081968712556985082 0.0032424566115415382
leaf_weight=16.509388841349846 0.97666042575292777 1.2347039549422425 0.64762352151251434 0.88253475190322095 1.0452184542082239 0.96529165409083262 1.3622246804115996 0.94370619322233984 0.46153660971322086 2.209362126654014 1.182530302001404 1.226942789508022 1.7049325280822811 0.50374935238505747 1.0808468842215009 1.314551431918517 0.89643750968389246 1.7099618952852313 0.79988499136379676 1.0965387808391827 0.86256728254374948 0.43879920298058983 0.75801155491490135 0.64379155599453974 0.64546522506861936 1.664365026517771 0.74659715667166893 0.22703224777069408 1.6348724178969858 35.969687213389534
leaf_count=677 11 26 21 35 17 14 84 91 18 35 24 19 25 10 36 31 12 27 35 17 33 17 40 17 22 35 44 20 20 1387
internal_value=-2.58274e-05 0.00316332 -0.00169905 -0.0445145 0.000765507 0.0080987 0.00268945 -0.0344774 -0.0712494 0.0112276 -0.00669784 0.00993135 0.0460346 -0.0112583 -0.0368352 -0.00430922 -0.0230239 0.0184014 -0.00763751 0.0348014 -0.0735409 -0.0289445 -0.0616569 0.0144831 -0.00665491 0.00890551 -0.038135 0.0228055 0.0597165 -0.000450661
internal_weight=82.3458 28.3366 54.0092 1.53016 27.3599 16.9949 16.0296 2.9945 1.82376 13.0351 7.40461 5.19525 2.93188 10.365 2.26338 9.31982 5.10941 4.21041 2.50045 5.63048 2.17712 1.9967 1.19681 2.93229 2.03585 2.7609 1.39039 1.17074 2.86958 52.4791
internal_count=2900 780 2120 56 769 464 450 213 102 237 139 104 44 305 60 288 159 129 102 98 64 92 57 95 83 52 61 111 46 2064
is_linear=0
shrinkage=0.1


Tree=254
num_leaves=31
num_cat=0
split_feature=3 2 2 2 3 4 4 3 3 4 1 3 4 3 0 3 3 2 2 3 1 1 1 2 4 2 1 0 0 0
split_gain=0.0525016 0.195127 0.0906013 0.365215 0.156272 0.1469 0.233553 0.231633 0.308514 0.234396 0.157931 0.114286 0.17355 0.135127 0.225073 0.181097 0.316446 0.105168 0.243331 0.215232 0.390071 0.525611 0.286166 0.249436 0.157683 0.383927 0.144397 0.699335 0.769927 0.498144
threshold=0.4172550000000001 -0.033594999999999993 -0.58180999999999994 -0.5422499999999999 0.096085000000000018 40.08085804200001 38.828362408050005 0.092425000000000021 0.090640000000000012 41.061442884200012 78.349735295650007 0.13062500000000002 41.289992964000007 0.11614000000000002 86.692020874450009 0.11263500000000003 0.11048000000000002 0.15675000000000003 0.12406000000000002 -0.11050499999999999 76.763544998700013 61.82916008405001 77.656113098000006 0.27148500000000009 41.169697216150006 0.28022500000000006 61.971648364950006 86.866770652900016 86.530713386650021 85.447264760050004
decision_type=2 2 2 2 2 2 2 2 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 10 8 9 -7 -1 13 -13 15 -15 16 17 18 26 -19 21 -21 -22 -23 25 -24 27 28 29 -5
right_child=1 -3 3 11 -6 7 -8 -9 -10 -11 -12 12 -14 14 -16 -17 -18 19 -20 20 22 23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10473644139760563 -0.046878399648977137 0.024503113416042183 -0.10646352149063756 0.011213670753702016 0.042312481709012237 0.033832574535749775 0.082328745883791576 -0.077116585621864922 0.087108697814446037 -0.1117175897340186 0.042863163580656838 -0.011095973874081917 0.056683875036231547 -0.074471896290349088 -0.0027025705951797662 0.036714798576401912 -0.059618988131271825 0.024415032078220707 0.06452803116938706 0.04179240480950952 0.087020547157353079 -0.092830258854647615 -0.10535451877457291 -0.013103347159386138 0.037294666572539971 0.04640943347247084 0.0029405236323980051 -0.093134371313766062 0.09189679221524065 -0.035180991900168511
leaf_weight=0.15199201777249927 0.94709094277448003 0.64291476698326622 0.32307213698271553 5.0300402500897636 1.3750001571825121 0.21210490016528616 0.41900622053071856 0.4773568172895466 0.31690425210763351 0.23129980041449016 0.13859846460638892 0.6705778955806625 0.86514045228250325 0.65000461644740326 1.3332222805602212 1.3355629302258183 0.89262229024097806 1.1679939772184296 0.60470691069895011 0.51393004615965709 0.41088963829679404 1.4705741533180119 0.39009333201397545 0.53524710846477308 0.42186463384769013 0.2910658851029666 53.656186529125847 0.91915048437658775 0.80338607635349113 4.2864935672660067
leaf_count=17 38 21 48 321 41 12 15 19 7 29 29 32 24 30 32 35 28 59 38 24 6 51 37 27 20 35 1721 13 8 83
internal_value=-2.22922e-05 -0.0180155 0.000335798 -0.000365645 0.0165027 -0.00172205 0.0345519 -0.0225192 0.0117596 -0.0420929 -0.0343381 8.38998e-05 0.0270875 -0.000471157 -0.026225 0.000231111 -0.000451385 0.000297737 0.00138781 -0.0133867 -0.0243326 -0.0484369 0.0157864 -0.0715554 -0.0107492 -0.0405043 0.00079764 -0.009618 -0.00203255 -0.0101323
internal_weight=81.4841 1.59001 79.8941 76.5718 3.32226 1.94726 0.709597 1.23767 0.760309 0.443405 0.29059 76.2488 1.53572 74.713 1.98323 72.7298 71.3942 70.5016 65.3 5.20166 4.03366 2.51975 1.51391 2.00582 1.10302 0.681159 64.6953 11.0391 10.1199 9.31653
internal_count=2900 59 2841 2672 169 128 61 67 48 41 46 2624 56 2568 62 2506 2471 2443 2184 259 200 102 98 78 92 72 2146 425 412 404
is_linear=0
shrinkage=0.1


Tree=255
num_leaves=31
num_cat=0
split_feature=0 4 4 4 0 0 0 1 1 4 4 2 4 3 1 2 0 1 3 3 2 2 2 2 4 4 4 1 1 3
split_gain=0.0708307 0.0467903 0.261497 0.278543 0.260673 0.456204 0.446972 0.294955 0.267802 0.411845 0.174399 0.674353 0.229993 0.121649 0.120036 0.0837941 0.35794 0.640979 0.498222 0.476667 0.429202 0.279847 0.252396 0.244557 0.219809 0.21907 0.288048 0.21729 0.300569 0.210472
threshold=113.28087178455002 36.514114975300011 36.372781240150012 36.173488152900006 93.679323555450011 89.528344202050008 96.588235252600015 78.349735295650007 61.767325547050007 35.131296350900008 37.020641110850008 -0.081169999999999992 37.360990606650006 0.088500000000000023 60.474177186300004 -0.013805 95.762878606550018 66.697957758300021 0.093760000000000024 -0.089509999999999992 -0.0039949999999999994 0.06041500000000001 -0.031989999999999998 0.090855000000000033 41.028010303750008 42.280042771400005 40.305698932850007 76.763544998700013 80.677940036650014 0.090225000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 -6 -8 14 -10 11 -3 13 -12 -1 22 17 18 20 -19 -17 -18 -14 -23 -20 26 -24 -25 -29 -22
right_child=-2 10 -4 -5 6 -7 7 -9 9 -11 12 -13 15 -15 -16 16 21 19 24 -21 29 23 25 27 -26 -27 -28 28 -30 -31
leaf_value=-0.0055385699857987448 -0.036341050054188979 -0.10300071456079961 0.074943185990989231 -0.076642962766796108 -0.11005922035646348 0.047219032801928545 0.037226400397575736 -0.10213233687424866 -0.11856699690139212 0.024552488058705552 0.011682264308738732 0.018146054843210174 -0.00050075597151534503 0.08834078852513555 0.092548411291223875 -0.14024785383385197 -0.036583018610328762 -0.012387857708887166 0.053923558202498258 -0.11445688517212319 -0.0024365033300999665 0.083072023166356701 0.0059760060123450302 -0.047448357066806716 -0.0025241837131365981 -0.0092331422889861525 0.073920087993260927 0.06619737502675678 -0.01335651681748653 -0.083160331156866329
leaf_weight=0.3395635024435244 0.53346189798506216 0.76531944328780799 0.5414460616884752 0.41521692719106784 0.45406873997126218 2.5057708716485649 0.78172595953947166 0.18849685915301961 0.49212364935010555 0.33996124126133509 0.38794707901251868 1.1497628985089239 56.991759910922148 0.44384018766868394 0.19723253322808887 0.34811212138993153 0.79958082768280325 0.78563743992708612 1.3528624172322454 1.095579327062296 1.5186172851344943 0.67345633317017961 1.1416313854279065 0.45366679946891997 1.407614351264783 1.1716054964781504 1.376068443758413 1.0305356259923426 0.88086612188999414 0.41024605631218958
leaf_count=51 304 31 9 24 26 43 41 84 36 11 28 26 1533 14 9 16 52 22 27 80 130 21 17 29 35 46 42 27 66 20
internal_value=-2.2885e-05 0.000217969 0.00852343 0.00222982 0.00841016 0.0218575 -0.0281721 0.0101515 -0.0245674 -0.0600933 -0.000482387 -0.0302675 0.000306893 0.0525871 0.0305011 -0.000301832 -0.00843628 -0.0220229 -0.00342241 -0.0718306 -0.0380497 0.0160553 0.00114014 0.029907 0.0251399 0.0264884 0.0431114 0.0147682 0.0295351 -0.0196055
internal_weight=80.9738 80.4403 6.25561 5.71416 5.29894 3.87465 1.42429 0.970223 1.36888 0.832085 74.1847 1.91508 72.2696 0.831787 0.536796 71.4378 10.7568 6.91867 5.03745 1.88122 2.27698 3.83811 60.6811 3.03852 2.76048 3.68931 2.5177 2.36507 1.9114 1.92886
internal_count=2900 2596 334 325 301 150 151 125 107 47 2262 57 2205 42 60 2163 525 330 228 102 166 195 1638 143 62 105 59 122 93 150
is_linear=0
shrinkage=0.1


Tree=256
num_leaves=31
num_cat=0
split_feature=4 4 4 4 4 4 3 4 4 2 2 2 4 4 4 4 1 3 3 2 4 0 2 2 2 2 1 3 4 1
split_gain=0.0493994 0.427055 0.222355 0.129367 0.302817 0.23982 0.468345 0.459796 0.421222 0.281413 0.63217 0.473403 0.313164 0.529743 0.31674 0.49606 0.447216 0.24752 0.391094 0.330287 0.523726 0.374906 0.330358 0.2954 0.549607 0.419036 0.348308 0.290168 0.375904 0.255594
threshold=41.621607100200002 41.678468725050003 41.532441862050007 41.43512228960001 41.348489042950007 41.24714903835001 0.089475000000000013 41.134354310300004 41.028010303750008 -0.060760000000000002 -0.069554999999999992 -0.053019999999999991 40.380906245900007 40.21994457600001 39.749124837650008 39.468990633150007 70.284360904350009 0.10211000000000002 0.088280000000000011 -0.23771499999999998 38.115457128050004 89.458444290650007 -0.095019999999999993 -0.13324 -0.245055 -0.090694999999999998 65.630639880500027 -0.072169999999999998 39.788107623550012 69.873026810350026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 7 -7 8 9 10 17 -11 13 14 15 -13 -16 18 27 -19 21 -21 -23 24 29 -25 -27 -1 -29 -20
right_child=1 -3 -4 -5 -6 6 -8 -9 -10 11 -12 12 -14 -15 16 -17 -18 19 23 20 -22 22 -24 25 -26 26 -28 28 -30 -31
leaf_value=0.013293485018306484 -0.089547512850544853 -0.0014713643638384079 0.036237676202285067 -0.02988479865489101 0.048610686561119332 0.018366363058097673 -0.074979785747046557 0.053481448773433499 -0.054455781970207853 0.050777786160488753 -0.074092122279572736 0.0028395986765068944 0.037349509409829854 -0.073538692730515207 0.08685036711874039 -0.085512885764947755 -0.012347638990884639 0.029681568127605969 0.059322281651298381 0.065817435237489175 -0.087310841566476283 0.030509654009245601 -0.08870342170293688 0.050156873110237421 -0.094267826941901903 0.044547824179915305 -0.035141790801242356 -0.052487166563086676 0.0088858687086825813 -0.019367270575548809
leaf_weight=2.4862862655029367 0.55974966843859775 33.361840463600288 1.8321983784194333 1.3419883033093345 1.3304179539118184 0.99110539957473465 1.1743771632609421 1.6571491420618247 1.3853532024587583 2.5721067417980548 1.2856859225266806 8.2308693818493452 2.3607503778966921 0.9652342693993895 0.99774339699070036 0.68863889641352294 0.83467562169323628 0.85019070663656782 0.77243218148214532 0.53886466193944149 1.3207578789915713 0.4013870052860401 0.55231568828821731 3.8228945031938792 0.60210556750644162 0.90290324063971494 1.3972640708559536 2.6846974806248367 1.5884562233131871 0.88652313179022713
leaf_count=190 22 1419 33 33 22 23 21 33 34 36 36 296 68 21 23 23 22 37 16 8 45 27 25 64 30 12 39 151 35 56
internal_value=-2.35521e-05 -0.00292473 0.00209488 0.000693002 0.00164111 0.000151522 -0.0322568 0.00191548 -0.00032571 0.00171522 -0.0062514 0.0113291 0.00412162 -0.00257307 0.00379774 -0.00398174 0.0416652 -0.00161368 0.00402892 -0.024938 -0.0414442 -0.000857196 -0.0385299 0.0184585 -0.0124306 0.0298649 -0.00386058 -0.0138689 -0.029673 0.0172717
internal_weight=80.377 33.9216 46.4554 44.6232 43.2812 41.9508 2.16548 39.7853 38.1281 36.7428 20.0928 16.65 14.0779 11.7172 10.7519 8.91951 1.83242 18.8071 15.1436 3.66352 2.81333 1.49257 0.953703 8.38412 2.26106 6.12306 2.30017 6.75944 4.27315 1.65896
internal_count=2900 1441 1459 1426 1393 1371 44 1327 1294 1260 771 489 453 385 364 319 45 735 593 142 105 60 52 217 102 115 51 376 186 72
is_linear=0
shrinkage=0.1


Tree=257
num_leaves=31
num_cat=0
split_feature=3 3 4 3 4 2 2 2 0 0 3 3 2 3 3 2 4 2 4 4 3 3 0 0 1 2 0 0 2 1
split_gain=0.0498566 0.0997019 0.221619 0.147536 0.0912365 0.140578 0.0506457 0.277448 0.299903 0.573261 0.568235 0.241705 0.909225 0.693847 0.618793 0.573749 0.377389 0.47383 0.37031 0.369614 0.283785 0.357541 0.609973 0.291106 0.273954 0.870252 0.439806 0.272697 0.349407 0.397691
threshold=-0.54481999999999997 -0.27223499999999995 35.616518500750011 -0.397505 48.919835655300012 -0.16297999999999999 -0.065399999999999986 -0.053019999999999991 86.103248543850015 86.780739992750014 0.091385000000000022 0.084795000000000023 -0.036264999999999999 0.076080000000000023 0.086520000000000027 0.098830000000000015 38.441102963850007 0.26462000000000008 38.938637541200009 39.56957118270001 0.087530000000000011 0.09642000000000002 96.249489528150022 86.001087134900004 62.132955852800002 -0.040019999999999993 101.47316367565001 86.001087134900004 -0.026349999999999998 67.980352286500008
decision_type=2 2 2 2 2 2 2 2 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 -1 -3 8 -8 -10 -11 13 -13 16 -14 -15 -9 18 -18 -20 -16 22 23 -22 25 -21 -26 -23 -29 -30
right_child=1 6 3 -5 -6 -7 7 11 9 10 -12 12 14 15 20 -17 17 -19 19 24 21 27 -24 -25 26 -27 -28 28 29 -31
leaf_value=-0.10487268040144944 0.034639647887985611 -0.0016888565461919793 -0.11113026903165955 -0.010297262401721442 0.070796192982196901 0.040506806802372251 -0.022217781486268757 0.026414591685444216 0.088651103927075536 -0.045868750971827722 0.051060734005192426 -0.084056671928182988 -0.11557524894810373 0.071537261148577294 0.057419290135177582 -0.052664026101623622 -0.13662217858874173 0.047704894082179712 0.0682578165576187 -0.13141031041215348 0.014559704981948147 -0.031294979677371791 0.028704445013540872 -0.070283115082303352 -0.11062966442027805 0.08063700872306373 0.030669666321645739 0.065731489936429965 0.038051605971570868 -0.021773091657692568
leaf_weight=0.10104028027762979 0.31577354552064107 51.339975843056095 0.34701731170753192 0.24939524555884418 0.27570444159209728 0.19464784718002093 1.0528454065352004 1.940280815115331 1.4161731470376255 1.0726793945268585 1.3866196457529438 1.4529423425883603 0.44949093791842187 2.406132386858872 0.91621517517523798 0.43994309451159086 0.39504379592835981 0.65344720200664586 0.31806870835134793 0.31856657564640045 0.50360895131461703 1.1559409214205514 1.3915452347940513 2.0530627060870756 0.93871069680244523 0.49316412574353341 0.28782597010422251 1.3849433768191364 2.2274419872555891 2.2173042830564782
leaf_count=31 29 1735 38 41 5 24 22 70 16 25 24 48 57 76 31 61 7 25 6 3 38 32 81 61 56 54 32 17 57 98
internal_value=-1.86525e-05 -0.0002312 -0.0331006 -0.068966 0.0294141 -0.00917116 0.000152156 0.00366948 0.0251106 0.0379682 0.00878273 -0.00114596 -0.0092457 0.012453 -0.000408299 0.0523384 -0.0087845 -0.0288431 -0.0470231 -0.0320017 0.00396016 -0.000519514 -0.024573 -0.0535709 -0.047647 -0.00258171 -0.0774716 0.0130753 0.0218733 0.00820748
internal_weight=79.6956 79.1242 0.912186 0.596413 0.571393 0.295688 78.212 26.872 4.92832 3.87547 2.4593 21.9437 13.7525 8.19118 12.2996 2.84608 5.34511 3.40483 2.75138 2.35634 11.8501 10.9338 3.94822 2.55667 2.03827 0.811731 1.22654 6.98563 5.82969 4.44475
internal_count=2900 2840 108 79 60 55 2732 997 87 65 49 910 520 390 472 137 253 183 158 151 415 384 180 99 145 57 88 204 172 155
is_linear=0
shrinkage=0.1


Tree=258
num_leaves=31
num_cat=0
split_feature=3 0 1 2 3 1 1 3 3 3 0 1 4 3 3 0 3 4 3 4 3 2 4 3 3 2 3 2 3 3
split_gain=0.0466265 0.240694 0.314578 0.210986 0.203948 0.176012 0.212365 0.17573 0.222445 0.215839 0.162768 0.162036 0.154628 0.1469 0.173712 0.146002 0.17777 0.123973 0.119282 0.112042 0.137489 0.331694 0.338333 0.582102 0.323446 0.562325 0.175263 0.136471 0.418398 0.419185
threshold=-0.23472499999999999 71.249517373150013 61.944763783650011 -0.23361999999999997 -0.15684499999999998 61.998532946250002 62.020040611300011 -0.25276999999999999 -0.52484999999999993 -0.2485 89.219171517050015 74.784839814650013 39.995120105550008 -0.12530999999999998 -0.11050499999999999 91.523180134850023 -0.21013499999999999 32.785955158400007 0.088500000000000023 34.542090938800008 -1.0000000180025095e-35 0.049235000000000008 38.386256906100009 -0.098985000000000004 -0.04931 -0.25716999999999995 0.072890000000000024 -0.063985 0.084365000000000009 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 3 -3 15 -4 -7 8 -8 -9 -11 -12 -10 -6 -15 -2 -17 18 -16 -19 21 22 -21 -24 25 -25 -22 -28 -29 -30
right_child=4 2 5 -5 13 6 7 9 12 10 11 -13 -14 14 17 16 -18 19 -20 20 26 -23 23 24 -26 -27 27 28 29 -31
leaf_value=-0.10906488864562786 0.068805020913397616 -0.015465235429900418 -0.084029839050803273 0.065267756396082163 -0.045791531181267331 0.071143764502424406 -0.0803330405803757 -0.079111698051179985 0.047724347900423965 0.05743198069030242 -0.10527796111646587 0.0070359894670820799 -0.01783965652480839 0.054832652118478056 0.013849191779085501 0.03416070547271418 -0.039888736527088048 0.027799966115599224 -0.082891009390520687 0.040787877788346978 0.038753004020731389 -0.090760457420312773 0.046044824260219656 0.03790953030347724 0.012601389804157341 -0.11583181606081011 -0.0031964227704735582 0.042080674297545299 -0.07620840068279694 0.0040749183318072243
leaf_weight=0.22959025130148702 0.68127296307648011 0.50592888147730264 0.37508023506961752 0.89874720033549216 0.70258554326573985 0.28276206273585591 0.26972919816762431 0.81339211024169344 0.80790843374961696 0.26884887448977679 0.21426227057236247 0.32074021984044521 0.64841636848177586 0.57643352557260996 0.20071343246126971 1.1684887916089792 0.44869270474009648 1.4286525325094306 0.34920902822673838 1.0522538824734433 1.1857370440830042 0.54484941247574159 0.78515911883732803 0.3061473650741392 0.49670091929146964 1.0673136123950826 42.973482700878257 2.8801776901443743 0.67831991257367263 15.7787513132846
leaf_count=65 33 34 8 26 55 5 31 25 57 6 28 36 51 44 48 41 31 68 53 35 35 36 24 11 13 79 1235 145 64 478
internal_value=-1.73006e-05 -0.00878268 -0.0045236 0.0361898 0.000656549 -0.0188168 -0.0120712 -0.0191091 0.00308288 -0.0427942 -0.0060457 -0.0379444 0.0185325 -0.000292443 0.000162254 0.0299739 0.0136154 -0.000289703 -0.0475823 8.62462e-05 -0.000498166 -0.0179058 -0.00719935 -0.0262158 -0.0565533 -0.0815625 0.000667639 -5.71034e-05 0.00691946 0.000765838
internal_weight=78.9403 5.63541 5.40582 1.40468 73.3049 4.00114 3.62606 3.3433 1.72605 1.61724 0.803851 0.535002 1.45632 71.0065 70.3039 2.29845 1.61718 69.7275 0.549922 69.1775 67.7489 4.25242 3.70757 2.65532 1.87016 1.37346 63.4965 62.3107 19.3372 16.4571
internal_count=2900 372 307 60 2528 247 239 234 139 95 70 64 108 2423 2368 105 72 2324 101 2223 2155 198 162 127 103 90 1957 1922 687 542
is_linear=0
shrinkage=0.1


Tree=259
num_leaves=31
num_cat=0
split_feature=3 3 3 3 3 2 3 3 0 0 0 0 0 0 3 2 4 2 4 2 3 2 3 0 0 0 1 0 3 3
split_gain=0.0510397 0.24542 0.181749 0.408984 0.32103 0.187589 0.477872 0.414333 0.350691 0.656207 0.741674 0.736585 0.380494 0.533269 0.346602 0.679829 0.284433 0.714713 0.38384 0.363711 0.842372 0.671579 0.458543 0.406655 0.354669 0.509651 0.339145 0.619773 0.651917 0.407159
threshold=0.082975000000000021 0.082775000000000029 0.084365000000000009 0.083905000000000021 0.083415000000000031 -0.11911999999999999 0.08708500000000001 0.087605000000000016 86.232294534150014 90.337570099350003 92.464140480550014 96.811377277450006 97.738895332450014 102.11570516885001 0.088565000000000019 -0.14581999999999998 39.685256516350002 -0.097799999999999984 43.368902217050007 -0.054494999999999995 0.091705000000000023 -0.060760000000000002 0.10575500000000003 89.458444290650007 89.665455566700004 94.776214472700005 75.085947125300024 94.73051068445001 0.08883000000000002 0.088565000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 14 8 -8 -7 -10 -11 -12 -13 -14 15 -4 19 -18 26 21 -21 22 24 -24 -9 -26 27 28 -19 -28
right_child=2 -3 5 -5 -6 6 7 16 9 10 11 12 13 -15 -16 -17 17 18 -20 20 -22 -23 23 -25 25 -27 29 -29 -30 -31
leaf_value=-0.0027300246447135353 0.032167939456013664 -0.087088028423073352 -0.010512689637876223 0.084003286353703757 -0.033123477620575832 0.005945726811056689 0.043011214588545683 0.063261886878862458 -0.11742422168745835 0.10116437752030452 -0.12318982998976663 0.05813800572932229 -0.11545983217587207 0.05991294473620612 0.0013781446897236961 0.090111997242951977 -0.076116189407756191 -0.070067289611357234 0.042887968017125119 -0.10639742331118862 0.0085077413245243372 0.10100048700831846 0.023901136508368139 -0.11782710389155096 -0.022130385894785706 0.056290138190871156 0.07511155752184201 -0.090895807364566719 -0.0014821272711498183 0.00073549192481246208
leaf_weight=22.183052865093547 1.8455732277070636 0.35031799270836828 1.2664633868994317 0.84382062545046199 1.2721548450091402 1.7093010107419093 2.2105689737295497 1.5769766053490455 1.0083784401945197 0.40962203352319226 0.77841492619336383 0.60177105152979471 0.45778904687904287 0.27909895232392046 8.0109597115359161 1.4289924553722801 1.4517187907476863 1.5600100320507522 1.6400516067155866 0.76852379595999121 3.7567612838971058 1.0055000126085358 0.35663500055670727 0.46826254415202584 2.2818305271212016 1.3013730311070046 0.95195238503219926 0.99304453899094447 12.417636518150173 3.2450748325595669
leaf_count=1280 38 14 60 25 37 44 46 28 22 15 29 7 21 44 290 16 42 47 72 40 119 14 8 51 30 43 19 52 258 89
internal_value=-2.36516e-05 -0.00404151 0.001596 0.0222423 0.00552649 2.11786e-05 -0.00304135 0.00106852 -0.0312425 -0.049224 -0.022006 -0.0458376 -0.0008582 -0.0490368 0.0118149 0.0428334 -0.00167659 -0.00827716 -0.00354415 0.0110819 -0.0110065 0.0253806 0.0126764 -0.0565525 0.0237432 0.00635093 -0.00751704 -0.01456 -0.00913675 0.0176052
internal_weight=78.4316 22.5334 55.8983 3.96155 3.11773 51.9367 41.2303 35.9859 5.24438 3.53507 2.5267 2.11707 1.33866 0.736888 10.7064 2.69546 33.7754 22.2595 20.8078 11.5159 4.52529 6.99058 5.98508 0.824898 5.16018 3.5832 19.1677 14.9707 13.9776 4.19703
internal_count=2900 1294 1606 100 75 1506 1140 958 182 138 116 101 72 65 366 76 912 579 537 333 159 174 160 59 101 73 465 357 305 108
is_linear=0
shrinkage=0.1


Tree=260
num_leaves=31
num_cat=0
split_feature=0 0 0 3 3 3 1 1 0 1 3 2 0 3 0 0 3 3 3 4 2 2 3 3 1 1 1 1 4 4
split_gain=0.0497805 0.272979 0.114225 0.110678 0.223966 0.493414 0.165006 0.211819 0.1968 0.233588 0.205851 0.134236 0.1603 0.118805 0.105497 0.0967242 0.0926025 0.154342 0.148138 0.266728 0.456345 0.211282 0.158163 0.165727 0.163507 0.602551 0.37344 0.587021 0.370054 0.428225
threshold=85.716110573100011 85.807518149550006 85.694602908050015 0.11467000000000002 0.10045500000000003 0.095645000000000022 62.00390986255001 64.071334164850015 84.95796538030001 58.549241164900003 0.087530000000000011 -0.013805 76.591483678350016 0.09310000000000003 73.913779380400015 69.165962322050021 0.25847000000000003 0.43162500000000009 0.11308000000000003 41.134354310300004 -0.044409999999999998 -0.10282499999999999 0.11048000000000002 0.10661000000000002 62.084563606450011 62.057679025150001 62.132955852800002 62.197478847950002 39.749124837650008 42.988308018450006
decision_type=2 2 2 2 2 2 2 2 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 11 -10 12 14 -11 -1 -13 18 -18 22 20 21 -20 23 24 25 28 -26 -28 -3 -30
right_child=1 16 -4 -5 -6 -7 7 -9 10 13 -12 15 -14 -15 -16 -17 17 -19 19 -21 -22 -23 -24 -25 26 -27 27 -29 29 -31
leaf_value=0.0046493095835138916 0.029639636571292233 0.047179414237207173 -0.051097340283600468 -0.053293862530044679 0.030599642713903492 -0.08584360303612909 -0.10455214988291837 0.0009623604519374201 0.005982849643589163 -0.10593380171401275 0.067071955006768921 0.036333280390720646 0.054858416560415457 0.010204209454594106 -0.062278557066296994 -0.10420050420108935 -0.058359869496432376 0.0025965251860280468 0.0026620515794160159 0.058997253570127264 0.049209453084880186 -0.084705143176727143 -0.038195758739301783 0.031868477301991931 0.033025296832064545 -0.064897296100481769 -0.05286257972629306 0.0014929270636377524 -0.024067514846499216 0.031425237576476327
leaf_weight=1.3368488216565295 3.1574748973362139 1.3241506662452573 0.5479819244937979 0.43503742515531563 1.7276000045385442 0.75690833186672524 0.32714048310663191 0.45469997926466021 1.6149265201274832 0.34775103032643517 0.83774389993050125 0.066071425039805898 0.56124305396951957 0.11796036176383495 0.28588327304532857 0.18926919678233389 0.72696496800199273 0.96913009038343034 0.51461072029292187 1.1754654511751139 0.98098188223502747 0.59898250334390457 1.1208798608890891 1.5613646983665592 3.4555395955685517 1.8106299616629247 2.0880690291523925 40.989657716633189 5.567758360033622 1.8535253632871898
leaf_count=94 41 20 12 30 39 24 63 52 39 74 20 47 12 3 34 37 34 37 18 38 25 26 36 51 38 26 29 1777 96 28
internal_value=-2.50629e-05 0.000928278 -0.00676253 -0.00408072 -0.00159818 -0.00966392 -0.000272169 -0.0431874 0.00599038 -0.01162 0.0268487 0.000770125 0.00879128 -0.0765171 -0.00714164 -0.0678363 -0.000472071 -0.0235301 0.000148289 0.0208731 -0.000522014 -0.0443312 -0.000985543 -0.000274414 -0.00115351 -0.0123897 0.00139543 -0.0011418 -0.00151873 -0.0102078
internal_weight=77.5023 67.8952 9.60707 9.05908 8.62405 6.89645 6.13954 0.78184 5.3577 2.90503 2.45267 2.43932 2.18398 0.465711 1.62273 0.255341 64.7377 1.6961 63.0416 3.27004 2.09458 1.11359 59.7716 58.6507 57.0893 10.5561 46.5333 43.0777 8.74543 7.42128
internal_count=2900 2320 580 568 538 499 475 115 360 301 59 224 140 77 128 84 2279 71 2208 107 69 44 2101 2065 2014 170 1844 1806 144 124
is_linear=0
shrinkage=0.1


Tree=261
num_leaves=31
num_cat=0
split_feature=2 2 1 2 4 4 2 4 1 2 3 3 3 0 1 3 3 0 3 4 3 3 3 3 2 2 4 4 3 4
split_gain=0.0425317 0.153521 0.175709 0.13461 0.252967 0.579658 0.118438 0.160346 0.13125 0.248927 0.0837586 0.106825 0.209855 0.187887 0.277048 0.150633 0.275929 0.134989 0.0937003 0.214006 0.182011 0.142336 0.119406 0.409572 0.0868942 0.305026 0.411455 0.550932 0.295666 0.249962
threshold=-0.58350999999999986 -0.50001499999999999 72.496961945650014 -0.26138499999999998 39.091773401050006 35.818873074050011 -0.62958999999999998 40.580626202750004 78.285212300550015 -0.59681499999999998 0.43644500000000008 0.13062500000000002 0.11614000000000002 87.393708446500014 68.961639504150014 0.11263500000000003 0.11048000000000002 86.692020874450009 0.10721500000000002 40.421032462050007 0.10500500000000003 0.10371000000000001 0.10236000000000002 0.10176000000000003 -0.062629999999999991 -0.075840000000000005 41.261521012900012 39.091773401050006 0.099010000000000029 41.495754733000005
decision_type=2 2 2 2 2 2 2 2 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 7 -1 9 -8 11 12 15 -13 -15 16 18 -14 20 -20 21 22 23 24 25 -5 27 -27 29 -26
right_child=1 3 -4 10 -6 -7 8 -9 -10 -11 -12 13 17 14 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 28 26 -28 -29 -30 -31
leaf_value=0.026785917482204803 -0.013264193679100412 0.081051385020676187 -0.10476108729552003 -2.1380818644964864e-06 0.075747710223072459 -0.11307551452377207 -0.03427815748500828 -0.052692691649732407 0.064340973998270032 0.047751825724335201 -0.036699776820862701 -0.020382491593749701 -0.073583107901428094 0.095457411146146934 0.0005921607476441006 0.034245050527436177 -0.058478622975628052 -0.014613694909789379 0.063801035532526876 -0.016379859655263285 -0.034953961127920034 0.03009802965090231 -0.025625210691295627 0.071304366042716616 0.009785393077092891 0.0046599958031200628 -0.0028176367500654669 -0.10652419468269897 0.065230420653455592 -0.01881573414668165
leaf_weight=0.46662487837602407 0.76331518012739141 0.31536329266520968 0.28948256345893242 36.686388409006369 0.6520240552672476 0.3002687590367259 0.69993453472852707 0.55665217911155196 0.60484089410596187 0.7846449807257152 0.63466493247000144 0.64576665568165381 0.60312955106746713 0.59287575539201476 0.64035496162114214 1.2621794176875472 0.81436208788545528 1.089282703327626 0.71157880932014339 0.62547519488725811 1.4936045996389555 1.5700338283204462 1.8200357703753969 0.80314926523715158 12.02488517498667 0.7285323444880295 2.7952325495971309 1.1478466359167212 0.78854371307534066 4.0966940196442456
leaf_count=28 39 18 57 1276 17 25 30 21 67 24 24 21 30 13 40 34 27 31 18 27 39 27 30 17 420 30 38 22 30 380
internal_value=-2.66559e-05 -0.000508992 -0.0384226 3.89783e-05 0.0323407 -0.0136322 0.0114239 -0.0164496 0.0250748 0.00907716 -0.000533117 -0.000209552 -0.000849638 0.0233163 0.0461986 2.4073e-05 -0.000629314 -0.0356288 9.22186e-05 0.0262923 -0.000455526 0.000369417 -0.000397112 0.000380187 -0.000597409 -0.00306671 -0.0271329 -0.0633553 0.00544189 0.00251749
internal_weight=77.0078 73.8951 1.0528 72.8423 1.26766 0.615632 3.1127 1.02328 2.08942 1.48458 71.5746 70.94 69.061 1.879 1.23323 67.3685 66.1064 1.69241 65.292 1.33705 63.9549 62.4613 60.8913 59.0713 58.2681 41.358 4.67161 1.87638 16.9101 16.1216
internal_count=2900 2730 96 2634 60 43 170 49 121 54 2574 2550 2476 74 53 2415 2381 61 2354 45 2309 2270 2243 2213 2196 1366 90 52 830 800
is_linear=0
shrinkage=0.1


Tree=262
num_leaves=31
num_cat=0
split_feature=3 3 4 4 3 0 4 1 0 4 4 4 4 3 4 4 2 2 2 2 4 2 2 2 2 1 1 4 3 3
split_gain=0.0510146 0.0983081 0.190625 0.0963309 0.12316 0.119827 0.0869484 0.0733434 0.0962753 0.157326 0.0650774 0.0616105 0.0788458 0.061066 0.0588312 0.517217 0.295508 0.776789 0.385294 0.35448 0.329852 0.280391 0.2517 0.275027 0.641563 0.24975 0.384835 0.371305 0.589485 0.908097
threshold=-0.54481999999999997 -0.27223499999999995 39.530201452500002 32.785955158400007 0.088500000000000023 93.442739239950015 34.542090938800008 69.563854125350005 98.327667663000014 33.384956903900012 35.616518500750011 48.919835655300012 40.496232821400007 0.048965000000000009 40.259171735100004 40.496232821400007 -0.060760000000000002 -0.069554999999999992 -0.054494999999999995 -0.072569999999999982 40.036761086100007 -0.046474999999999995 -0.075840000000000005 -0.081169999999999992 -0.087910000000000002 62.095317438950012 64.654729579150015 39.468990633150007 0.091885000000000022 0.093675000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 10 4 5 -3 7 -5 -9 -10 -2 12 -1 -7 16 21 17 19 -18 20 22 -16 23 24 25 -8 -27 28 -28 -30
right_child=1 3 -4 6 -6 13 14 8 9 -11 -12 -13 -14 -15 15 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.054671768684505032 0.028910945128228945 -0.10174583124682431 -0.10778243086431352 0.048485342333035419 -0.081313089464084831 -0.015068065774175186 -0.043929635801640637 0.033287308304955542 0.038710696955926292 -0.10367352196771867 -0.03671636992821728 0.066841041855506197 -0.051230522551488827 0.095250136116282191 0.071099765095685524 -0.00039441738191623913 0.056640146751511133 -0.12012009496831957 0.0006982340007670346 0.063935727209143103 -0.090733555435376492 0.00036446115336227259 -0.065130587265218295 0.042649879220304915 -0.11319948345072901 0.060221468985989041 -0.064649200627317133 0.036279114699343869 0.1021963503002169 -0.026759109050646924
leaf_weight=0.13310195518670198 0.30406929085256607 0.071889530080169517 0.24823662837843585 0.68520172306307248 0.32607690128935474 0.087385316946210878 1.3048028502016622 0.44370722980238497 0.14194838320190684 0.17119322539565474 0.30034899900056189 0.25102928280830383 0.14900223567747162 0.11784296767837077 1.6137277739289859 46.863436650334165 1.4089763383381058 0.66078481920158338 9.7558894769476847 0.63542554747254953 0.51850253685506764 0.85852823229902142 0.74606862269365493 1.0839348388180958 0.57152295993546331 1.0290560854482462 1.8071798442311999 1.5540938576018559 0.75567994615994427 1.9687498573513265
leaf_count=18 29 24 56 25 53 39 53 10 14 30 23 5 37 23 31 1691 20 27 280 10 25 28 21 18 36 21 115 37 10 91
internal_value=-2.18863e-05 -0.000238028 -0.0340024 0.000144903 -0.0396571 0.00935837 0.000466824 0.0247833 0.00332502 -0.0391302 -0.00370074 0.0308038 -0.00126387 0.0482771 -1.26309e-05 0.0019573 -0.00409604 -0.0145701 0.00775795 -0.00874584 -0.0128186 0.0465359 -0.00908526 -0.00493503 -0.0106717 -0.00371208 0.00366357 -0.00590003 -0.0203652 0.0090095
internal_weight=76.5674 76.0343 0.852655 75.1816 0.603195 0.277118 74.5784 1.44205 0.756849 0.313142 0.604418 0.533133 0.282104 0.205228 73.1364 49.3357 23.8007 12.6358 11.1649 11.975 11.3396 2.47226 10.8211 10.075 8.99109 8.41956 7.11476 6.0857 4.53161 2.72443
internal_count=2900 2840 108 2732 139 86 2593 79 54 44 52 60 55 62 2514 1750 764 464 300 437 427 59 402 381 363 327 274 253 216 101
is_linear=0
shrinkage=0.1


Tree=263
num_leaves=31
num_cat=0
split_feature=1 0 0 1 0 0 1 4 2 1 3 0 2 1 1 2 1 1 1 4 1 2 1 2 2 3 3 0 0 1
split_gain=0.0401173 0.431271 0.491277 0.316564 0.27102 0.437147 0.293807 0.21372 0.374415 0.269204 0.231251 0.212295 0.181628 0.153963 0.152489 0.189213 0.158203 0.173571 0.243365 0.180217 0.227243 0.256004 0.595239 0.481372 0.604295 0.552339 0.445859 0.403521 0.400505 0.415717
threshold=66.697957758300021 90.337570099350003 90.837623311600012 65.630639880500027 92.031298721500022 90.259604813550013 67.649671936450019 36.921550069850007 -0.081474999999999992 65.004229136100022 0.07797500000000003 89.219171517050015 -0.13324 67.649671936450019 68.961639504150014 -0.040019999999999993 69.563854125350005 69.873026810350026 70.085415002650009 38.238138001450004 70.133807249000014 -0.079824999999999993 70.96454081135002 -0.08756499999999999 -0.088329999999999992 0.086355000000000029 0.10611500000000003 96.249489528150022 96.811377277450006 76.763544998700013
decision_type=2 2 2 2 2 2 2 2 2 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 10 -9 -1 -8 -7 -6 15 -15 -16 -18 -19 -20 -21 23 -23 24 -22 -25 27 -24 -29 -30
right_child=4 2 -4 -5 13 12 11 9 -10 -11 -12 -13 -14 14 16 -17 17 18 19 20 21 22 26 25 -26 -27 -28 28 29 -31
leaf_value=-0.069258554588759805 0.080489821323460428 0.075963248287093138 -0.0057294221564760869 -0.043183910819550891 -0.063219121737502201 -0.017185634841914401 -0.11052558903090798 0.00072976345289223752 0.094514468884930494 -0.055366062707711772 0.02661281211689184 0.028752583844974096 -0.10835268854468859 0.064071390744082996 -0.03937412180267881 -0.0016179945978910257 0.035859569182432605 -0.046261760330521415 -0.022579182315783652 0.066118015705083952 -0.0047730051618727473 0.076571116412620183 -0.06763709160801093 0.0083789583004671517 0.096963397653648059 -0.095865141695007983 -0.065489305413981166 0.080812879930369105 -0.033120614226698694 0.026539916899024449
leaf_weight=0.33599434785310212 0.37540463998448004 1.6168672775384032 1.3514262777462134 1.6830319818109263 0.3855794572300536 0.30795867156120937 0.21637382227527269 35.441711814066366 0.66129814051964686 0.87666075207607619 1.001630032485991 0.22144228217621276 0.75251499092155416 0.81952785891189706 1.0554585442296254 0.94309869408607727 1.2921234920504527 1.1701456897426421 3.0149904525507933 0.56424093013629573 9.882046714380877 1.3216790392179802 0.58270036732574038 0.88583151618604583 0.62050324177835214 1.1925541688615338 0.82500487639219944 0.9089954001829027 1.6414623431337529 4.0487438530965392
leaf_count=68 8 36 41 27 12 16 29 882 20 32 35 16 52 29 20 13 22 23 399 8 604 32 29 31 10 53 51 18 44 240
internal_value=-2.18638e-05 0.00199249 0.0387696 -0.000736622 -0.00264246 -0.0395801 0.0155781 0.00112781 0.0329617 -0.00062429 0.00253114 -0.0400803 -0.081878 -0.000420964 0.000365984 0.0289241 -0.0013694 6.57e-05 -0.00166918 0.000377986 0.00345783 0.00184413 0.0143973 -0.00746391 0.0012377 -0.0514351 0.00413449 0.0121324 0.0191759 0.00932955
internal_weight=75.997 42.9686 2.96829 40.0003 33.0284 1.87369 0.813221 38.3173 1.99892 36.3184 1.33762 0.437816 1.06047 31.1547 30.7691 1.76263 29.0065 27.951 26.6589 25.4888 22.4738 21.9095 9.32859 12.5809 10.5025 2.07839 8.00691 7.1819 6.5992 5.69021
internal_count=2900 1141 77 1064 1759 121 53 1037 123 914 103 45 68 1638 1626 42 1584 1564 1542 1519 1120 1112 414 698 614 84 382 331 302 284
is_linear=0
shrinkage=0.1


Tree=264
num_leaves=31
num_cat=0
split_feature=0 2 2 3 4 4 4 1 2 1 2 0 3 0 0 0 3 3 4 4 0 0 0 1 0 0 0 0 4 3
split_gain=0.0577082 0.0478464 0.108195 0.091389 0.0458025 0.294139 0.233744 0.483248 0.463965 0.443905 0.674138 0.426365 0.337193 0.320439 0.2541 0.417327 0.126515 0.566658 0.424067 0.403935 0.236839 0.371756 0.232519 0.17454 0.18626 0.462145 0.192912 0.426631 0.513793 0.300185
threshold=113.28087178455002 -0.012769999999999998 -0.046474999999999995 -0.397505 43.19689381845 43.245737185650007 42.599563320500003 62.399113207700005 -0.08725999999999999 62.106071271500007 -0.082885 90.437043050150024 0.08594000000000003 94.30842275800002 97.550703263350016 99.053551358250004 0.086945000000000022 0.083795000000000022 43.968221017800005 43.673409002000007 91.410264893400026 97.32487278035002 86.950112854950021 84.600400448950026 95.897301513100004 95.429509798400019 86.280686780500005 90.437043050150024 44.527357125550004 0.082325000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 6 -6 -1 8 12 10 -10 -9 -8 -13 -15 -16 17 19 -19 -7 22 -22 -18 24 25 26 29 -28 -29 -21
right_child=1 -3 -4 -5 5 16 7 11 9 -11 -12 13 -14 14 15 -17 20 18 -20 23 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0011820839931055277 0.098571885867427267 -0.10199225334354443 0.09025442201730341 -0.06029442320129811 0.068791603668510656 0.066149352911433118 0.0039359124777201843 -0.11557270838180606 0.044522495105033873 0.058585317325114843 -0.089958369774227942 0.039348602522066053 -0.11241558181210394 -0.10945822465111746 0.087556539034719688 -0.079699992568977945 0.007521358223840824 -0.1025587832608118 0.012297248280628269 -0.014616488380102089 -0.072600137374259799 0.029507092439974132 0.083392316195688987 0.042573504738163251 -0.045463145215406592 0.094132322729147552 -0.11965225479941384 0.088217501388099487 -0.070525672828127731 0.053505311052059794
leaf_weight=55.170611284040206 0.040813180850818753 0.084647687906850844 0.074099617682804819 0.32106190897027886 0.69693302363157172 0.99572372314832858 0.47494872249080788 0.77347925442154553 0.80819441680796433 1.5684451230627017 0.69186148962671667 0.52017464260279656 0.52374516154668527 0.49157515736806068 0.24739761801902205 0.37576530276510312 0.79508121568869616 0.91483677618816706 0.49560920153362531 2.4472063156390509 0.57182448510138761 0.94723099563270807 0.82106081400343101 0.78104713880748011 1.0732238192758812 0.47654249891638745 0.45795331383851567 0.36996404151432216 0.45421193510992453 0.87929250532761205
leaf_count=1672 2 100 7 195 11 50 11 23 12 17 50 16 31 24 6 39 31 27 36 130 37 34 18 62 108 9 26 11 92 13
internal_value=-1.4471e-05 -0.0331926 -0.0198346 -0.0423771 0.000216381 0.00556765 -0.000927529 -0.018901 0.00212043 0.0213889 -0.0175033 -0.0544011 -0.0570823 -0.0254607 -0.0557029 -0.0132986 0.0020372 -0.00379427 -0.0622001 0.00658715 0.0194201 -0.00892956 0.0460667 -0.00195929 -0.00760722 0.000382261 -0.00931171 -0.0422668 0.00073249 0.00339013
internal_weight=75.3446 0.520622 0.435975 0.361875 74.8239 13.1777 61.6462 6.47559 4.06719 3.0685 1.50006 2.40839 0.998694 1.63491 1.11474 0.623163 12.4808 9.34561 1.41045 7.93517 3.1352 1.51906 1.61614 6.93944 6.15839 5.08517 4.60863 1.28213 0.824176 3.3265
internal_count=2900 304 204 197 2596 695 1901 229 121 79 62 108 42 85 69 45 684 564 63 501 120 71 49 451 389 281 272 129 103 143
is_linear=0
shrinkage=0.1


Tree=265
num_leaves=31
num_cat=0
split_feature=3 3 4 2 4 1 4 3 1 1 1 0 2 2 4 3 1 2 4 2 2 1 0 4 1 1 4 0 0 1
split_gain=0.0462036 0.0777532 0.177357 0.0560707 0.193257 0.208785 0.26496 0.228609 0.176659 0.162153 0.158335 0.141539 0.151841 0.136255 0.266473 0.204454 0.317883 0.160297 0.303308 0.234677 0.128849 0.120965 0.468632 0.185788 0.19515 0.162027 0.178549 0.648009 0.229818 0.429898
threshold=-0.54481999999999997 -0.27223499999999995 39.530201452500002 -0.16717499999999999 39.091773401050006 77.52437864960001 35.818873074050011 0.096085000000000018 62.084563606450011 63.910026677050006 64.071334164850015 101.15323715815002 -0.22089 -0.15009499999999998 42.34047585750001 0.085155000000000022 86.858705278550005 -0.14228499999999997 42.674081447500008 -0.14380499999999999 -0.13820499999999999 81.524804347700012 104.86330937810001 42.406961525800007 88.16529592995002 80.288113607700012 41.495754733000005 97.835679825150024 97.32487278035002 66.697957758300021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -3 -6 -10 -8 -7 -13 14 -5 16 -16 18 19 -15 -19 25 -23 -24 -25 26 -22 28 29 -28
right_child=1 3 -4 13 8 11 10 -9 9 -11 -12 12 -14 17 15 -17 -18 20 -20 -21 21 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.029970426732758459 -0.0024672748515081411 -0.060576580073047392 -0.10696030999911794 -0.091502833817563176 -0.011152384244120194 0.090415056987475928 -0.016818606419789908 0.057229182226387176 0.059246682174659365 0.014779176359336961 -0.11155911979230104 -0.10204343327566588 0.096477441876263101 0.016317288441233594 -0.11382853334812698 0.069054007345637922 0.017528919701032899 -0.036442509497078758 -0.028682581200872321 0.10280321479233484 0.0041365827770624957 -0.088650616681163308 -0.1015268415155005 0.0512909750797228 -0.030698432762246659 0.027943041418784776 0.00046564512972713359 -0.078013985480091586 0.050487292451385037 -0.040867722358033688
leaf_weight=0.5101052978639008 0.59858219139095936 0.29107897963740359 0.22292610929525836 0.48740025982965463 2.2558419411179766 0.23865363239019632 0.26684960300917737 0.37947387620806694 0.96058629825711239 5.6050301909889413 0.52044515001034597 0.10578665253063946 0.060598426738579292 0.67287907512036316 0.28387528311941401 0.29189630142354872 0.52483817564279889 1.0189577226207607 0.62220341299689597 0.58784549791015805 31.461664064209359 0.73406337051710524 0.13490046666554167 0.81084255315363385 0.4522073594550875 2.045544407243141 17.593280622475969 1.2328417569806323 0.76184245897456904 2.9362769463396026
leaf_count=60 52 41 56 47 118 8 11 8 16 302 47 65 7 39 77 8 68 34 22 7 680 84 177 26 100 48 447 74 12 159
internal_value=-2.25452e-05 -0.000228852 -0.0308227 0.000113851 0.00680965 -0.0224569 -0.040103 0.00609111 0.0129901 0.021285 -0.0794473 0.0410564 -0.029741 -0.00102799 -0.0299464 -0.00268638 -0.0285803 -0.000275965 0.028448 0.0566436 -0.00118984 -0.000572251 -0.0239512 0.0100224 0.0219365 0.000317326 -0.000729422 -0.00752621 -0.00344474 -0.00544613
internal_weight=74.6693 74.1592 0.821508 73.3377 10.6843 1.86289 1.45785 0.670553 8.82146 6.56562 0.787295 0.405039 0.166385 62.6534 1.58801 1.10061 0.808713 61.0653 1.88293 1.26072 59.1824 58.1635 2.13201 1.39795 1.26305 56.0315 53.9859 22.5242 21.2914 20.5296
internal_count=2900 2840 108 2732 623 187 107 49 436 318 58 80 72 2109 200 153 145 1909 68 46 1841 1807 387 303 126 1420 1372 692 618 606
is_linear=0
shrinkage=0.1


Tree=266
num_leaves=31
num_cat=0
split_feature=2 4 3 3 2 1 1 2 3 2 2 3 2 2 3 1 0 1 1 0 4 2 2 1 1 1 1 3 2 2
split_gain=0.040944 0.185295 0.139282 0.325217 0.429762 0.35446 0.273057 0.234083 0.739198 0.257939 0.19931 0.167 0.159596 0.131728 0.126759 0.123976 0.523836 0.151518 0.185315 0.183736 0.366571 0.335617 0.207807 0.165108 0.264845 0.449115 0.400322 0.408622 0.631931 0.188676
threshold=-0.11808 34.394321486900004 0.083905000000000021 0.088565000000000019 -0.14581999999999998 64.84561010645001 70.182199495350019 -0.16297999999999999 0.098200000000000023 -0.50001499999999999 -0.58180999999999994 0.096845000000000028 -0.29600999999999994 -0.11131999999999999 0.095645000000000022 81.524804347700012 104.86330937810001 77.898074329750017 78.433077497700012 97.900202820250016 41.348489042950007 -0.084239999999999995 0.19122000000000003 74.986474174450009 70.96454081135002 70.77903720030001 71.381251821550009 0.085345000000000018 -0.071129999999999985 -0.10098
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 12 4 5 -4 -7 9 -9 10 -5 -11 -3 -2 -12 17 -17 19 -19 23 21 -21 -23 24 25 29 -26 -28 -29 -15
right_child=13 2 3 7 -6 6 -8 8 -10 11 14 -13 -14 15 -16 16 -18 18 -20 20 -22 22 -24 -25 26 -27 27 28 -30 -31
leaf_value=-0.071450226606907627 -0.027565520712307924 -0.068467909285670855 -0.065122665331464102 0.010110426688808611 0.084045975135594919 0.10059479964355818 -0.012421880168577284 -0.084207614977640385 0.020098146265677713 0.08034642458050556 -0.0071726268590716407 0.013949996363000927 -0.0013662583481089045 0.02714116336953051 -0.11598734118276599 -0.10405256459545389 0.0087591824291029276 0.059209898853381918 0.0080128579142944908 0.05539425769354385 -0.10790037283510051 -0.073245495896200746 0.015590740624287322 0.022936666457693471 -0.096668273553911846 0.07019618804849867 0.026998631332607936 -0.11485217436007833 0.019847213793281238 -0.0025313029451971654
leaf_weight=0.31913389630244893 1.8561264525114882 0.37199706363321983 0.48212550417520128 2.5982895635779641 1.3090485468892419 0.41288468381389976 0.44332008385117661 1.1012062936601981 1.7739012038956614 0.83143504199506402 0.20687649290130172 0.69585711577292386 7.5145331862703406 2.279511051485307 0.22186329373067792 0.58874492628092312 1.3680807799154022 0.87756290379911561 3.637628490854695 0.55829969019396242 0.4694703131681307 0.69401315889990567 0.42430294345831499 2.9707951821096676 0.68070398249255903 0.91361129691358556 1.4006709775130732 0.71756983610248459 0.67677525960607399 35.767093311559172
leaf_count=115 44 79 12 100 20 7 37 39 36 19 18 32 552 37 25 83 295 17 105 12 50 35 15 77 40 15 40 37 23 884
internal_value=-2.76509e-05 0.0040802 0.00542206 0.013212 0.043307 0.00345945 0.0420778 0.00248806 -0.0198524 0.0165914 -0.000312969 0.0500952 -0.00453135 -0.00137161 -0.0634818 -0.000471667 -0.0251822 0.000457006 0.0179634 -0.00120525 -0.0297973 -0.0079276 -0.0395399 0.000146119 -0.00144937 0.000910243 -0.0278989 -0.0111506 -0.0494729 -0.000753517
internal_weight=74.1634 18.2825 17.9633 10.0768 2.64738 1.33833 0.856205 7.42943 2.87511 4.55432 3.02703 1.52729 7.88653 55.881 0.42874 54.0248 1.95683 52.068 4.51519 47.5528 2.14609 1.67662 1.11832 45.4067 42.4359 38.9602 3.47572 2.79502 1.39435 38.0466
internal_count=2900 1091 976 345 76 56 44 269 75 194 143 51 631 1809 43 1765 378 1387 122 1265 112 62 50 1153 1076 936 140 100 60 921
is_linear=0
shrinkage=0.1


Tree=267
num_leaves=31
num_cat=0
split_feature=3 3 4 2 4 1 4 2 2 3 2 2 3 3 1 4 4 4 2 2 1 2 0 1 2 3 3 2 4 1
split_gain=0.0386998 0.0630122 0.211274 0.135756 0.079321 0.108172 0.0802708 0.078881 0.0601369 0.431654 0.247575 0.213199 0.294996 0.1586 0.238086 0.0913538 0.477131 0.281097 0.261819 0.178817 0.609259 0.592479 0.659875 0.244862 0.27922 0.228085 0.725605 0.320819 0.310291 0.34654
threshold=-0.54481999999999997 -0.27223499999999995 32.785955158400007 -0.13324 32.785955158400007 69.276189105400007 34.542090938800008 -0.093604999999999994 0.20327000000000003 0.10176000000000003 0.17273000000000005 0.22542000000000004 -0.11050499999999999 0.094415000000000013 80.371455809750003 40.259171735100004 40.496232821400007 40.036761086100007 -0.036264999999999999 -0.060760000000000002 75.085947125300024 -1.0000000180025095e-35 91.144107538500023 76.763544998700013 0.06041500000000001 0.089335000000000012 0.090865000000000015 -0.087910000000000002 39.788107623550012 64.434276012450013
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 11 15 -10 -13 14 -14 17 -17 19 -19 25 21 22 -21 -22 -25 27 -27 28 29 -8
right_child=1 4 3 -5 6 -7 8 -9 9 -11 -12 12 13 -15 -16 16 -18 18 -20 20 23 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.027540613799476345 0.093283707175960934 -0.0085617604551437403 -0.014810403963469568 -0.10700523396308324 0.047662423339947114 -0.10528116021117295 0.014174726865437741 -0.00015733681162433453 0.046156499222992253 0.073393750837702151 -0.048512662371572035 0.024155713627984139 -0.10357703097307572 0.011052117545215425 -0.0054998114645850834 0.048563149916574427 0.00018480876504316788 -0.085865912264467881 -0.009324593495961481 -0.0060993381338166758 -0.12242707106594089 -0.027657100183241606 0.074829536810297803 -0.077027380367732157 0.066243491441863589 0.088278945939985434 -0.010541289845890107 -0.087762432620890785 0.055495956995943688 -0.058056685059980753
leaf_weight=0.50553545563934577 0.12146811553611669 0.38238107355800721 0.41915358886944887 0.25804008102022635 0.7047547766135267 0.16576167175036005 1.1206551084978893 0.67566244999852532 0.6108175567096622 0.88322217127279135 1.0697073154824455 0.90751452887343576 0.67899830004171124 0.33478967470000509 0.38949292923120993 2.1390618674458883 43.413999634240213 0.80218660858326973 1.0090328865917388 1.6648058335740641 0.40104762651026238 1.6595489584724425 2.5519144674763083 0.34420556556597148 0.22491382709381469 0.84097347626425278 6.3801433557022733 0.74949164013219194 0.52145814127288748 1.6307106933385282
leaf_count=60 19 39 48 41 40 100 50 39 16 30 31 38 44 18 39 53 1588 31 16 33 7 43 36 36 19 10 208 40 12 116
internal_value=-3.22136e-05 -0.000223013 -0.0281577 -0.0499406 8.57498e-05 -0.0378103 0.000375426 0.0242564 -9.33123e-05 0.0121338 -0.000792644 -0.00638543 -0.020274 -0.049007 -0.0678253 -1.27632e-05 0.00245654 -0.00566493 -0.0432246 -0.00190432 0.0108367 0.0229578 0.042878 -0.0625802 -0.0204073 -0.00966269 0.000967345 -0.0287464 -0.0152315 -0.0286362
internal_weight=73.5614 73.0559 0.798662 0.677194 72.2573 0.548143 71.7091 1.38042 70.3287 3.80484 66.5239 2.92161 2.3108 1.40328 1.06849 65.4541 45.5531 19.9011 1.81122 18.0899 6.84644 5.87627 4.21672 0.970167 0.569119 11.2434 7.22112 4.02232 3.27282 2.75137
internal_count=2900 2840 108 89 2732 139 2593 79 2514 185 2329 155 139 101 83 2298 1641 657 47 610 174 112 69 62 55 436 218 218 178 166
is_linear=0
shrinkage=0.1


Tree=268
num_leaves=31
num_cat=0
split_feature=1 0 0 0 0 0 1 0 0 3 3 4 3 0 3 3 0 3 0 0 3 0 2 3 2 0 0 3 3 3
split_gain=0.0398627 0.36123 0.441711 0.30534 0.228653 0.4042 0.263079 0.189713 0.18231 0.192393 0.4338 0.211617 0.163207 0.213146 0.206974 0.387796 0.349865 0.213561 0.379712 0.36597 0.272761 0.160888 0.150904 0.143133 0.137082 0.12928 0.526714 0.419529 0.276221 0.376898
threshold=66.697957758300021 90.337570099350003 90.837623311600012 89.872466842800023 92.031298721500022 90.259604813550013 67.649671936450019 89.219171517050015 87.568458224950021 0.087265000000000023 0.082325000000000023 42.541806567400009 0.12064000000000002 85.775256651950016 0.10661000000000002 0.10461500000000003 86.280686780500005 0.10017000000000002 86.780739992750014 86.950112854950021 0.10273500000000002 85.737618238150006 -0.13324 0.084365000000000009 -0.094344999999999998 85.737618238150006 85.807518149550006 0.095645000000000022 0.080960000000000018 0.087530000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 8 5 6 -2 -8 12 10 -10 24 14 -14 15 17 21 18 25 -20 -19 -16 -7 -4 -11 27 -27 -1 -28 -30
right_child=4 2 23 -5 -6 22 7 -9 9 11 -12 -13 13 -15 16 -17 -18 20 19 -21 -22 -23 -24 -25 -26 26 28 -29 29 -31
leaf_value=-0.00088868354824606696 0.07941942228317625 0.074305268865109061 0.030933735352722896 -0.04370432514941458 -0.00066624060536183685 -0.019922821373526054 -0.10946859083030612 0.025520160936081223 0.036508128089067955 0.016862147318523171 -0.059705702680194241 -0.0036468605414014307 0.012992572827123842 -0.059130316352102801 0.032122632517103088 -0.076759892212144409 0.07582625558341817 0.05089797826425671 -0.073194568217205255 -0.0081788509725842281 -0.0096632528202731383 -0.039510469609096682 -0.10743689255768846 -0.035814201274703354 0.057345378681953101 0.06863810437997063 -0.024536165073842812 -0.08047771886819384 0.036587182042995922 -0.0090990658833347733
leaf_weight=7.0542880103503398 0.35178101132624096 1.4748141013551497 0.58547294978052355 1.569303647847845 29.325422078324806 0.27875245152972639 0.19647901258622369 0.2214629311911267 0.94152742240112164 1.449835918843746 0.93296598846791312 1.6196764539927242 0.66068220144370471 1.0789161924622019 0.60401976811408464 0.68737042997963627 0.93115481548011292 1.695769079786259 1.4216015618294471 2.214377798140049 1.3246059413067994 0.6519846937735565 0.6721325913695182 0.71190832601860166 1.9769641873426738 1.2862650039605785 3.0415516022621869 0.73092459059262171 3.2661421250086278 4.0384307810454629
leaf_count=490 8 36 22 23 1638 16 29 16 25 15 16 23 25 40 23 15 14 31 19 32 22 18 52 19 28 16 57 22 35 75
internal_value=-2.85764e-05 0.00198175 0.0368664 -0.000486632 -0.002745 -0.0381747 0.0156962 -0.0379395 0.0013167 0.0159776 -0.0113791 0.0261391 -0.00198971 -0.0317388 -0.000202006 -0.00261931 0.0293753 -0.000664792 -0.0039406 -0.0335988 0.0243384 -0.0050617 -0.0817821 -0.00569267 0.0402174 0.00161295 0.00828822 -0.008361 0.000785316 0.0113289
internal_weight=72.9966 41.9506 2.7722 39.1784 31.046 1.72061 0.769723 0.417942 37.6091 6.92097 1.87449 5.04648 30.6881 1.7396 28.9485 26.7613 2.18716 26.074 23.0536 3.63598 3.02038 1.256 0.950885 1.29738 3.4268 19.4176 11.6324 7.78521 10.3461 7.30457
internal_count=2900 1141 77 1064 1759 121 53 45 1041 107 41 66 934 65 869 814 55 799 746 51 53 41 68 41 43 695 183 512 167 110
is_linear=0
shrinkage=0.1


Tree=269
num_leaves=31
num_cat=0
split_feature=2 4 3 3 2 1 1 2 3 2 4 4 1 4 1 3 3 2 2 2 4 2 1 1 4 0 3 2 2 3
split_gain=0.0411825 0.160007 0.127426 0.268691 0.370511 0.300777 0.248519 0.187847 0.596582 0.217963 0.171805 0.246136 0.215873 0.190303 0.167218 0.30612 0.15287 0.138354 0.180976 0.211649 0.157927 0.115543 0.444777 0.490432 0.650587 0.398924 0.196259 0.186993 0.269743 0.526629
threshold=-0.11808 34.394321486900004 0.083905000000000021 0.088565000000000019 -0.14581999999999998 64.84561010645001 70.182199495350019 -0.16297999999999999 0.098200000000000023 -0.50001499999999999 39.945535567850008 40.621691032550004 64.321360770950022 37.186372654950006 72.026481772850005 0.099010000000000029 0.096845000000000028 -0.29600999999999994 -0.26138499999999998 -0.24103499999999997 39.039757512550004 -0.098345000000000002 62.197478847950002 68.961639504150014 41.21013581150001 94.776214472700005 0.086230000000000015 -0.092289999999999997 -0.088329999999999992 0.082775000000000029
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 17 4 5 -4 -7 9 -9 10 13 -12 -13 -5 -14 -16 -11 -3 -19 20 -20 22 26 -24 25 -25 -2 -23 29 -29
right_child=21 2 3 7 -6 6 -8 8 -10 16 11 12 14 -15 15 -17 -18 18 19 -21 -22 27 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.067939099154938454 -0.017249874593197448 -0.065451067136839819 -0.059818723725100491 0.010687983797490343 0.081122178136821502 0.099963023092776784 -0.010084979347829049 -0.076894134506830247 0.018881407218079817 0.077367075394924156 0.072804554857374498 -0.069229151723928087 0.06210461366497344 -0.09841978195200185 -0.07143246346944436 0.043251468098312804 0.01300131105784734 0.075517628869976705 0.0043034469917423929 0.00063619750238647999 -0.10453179807544555 0.021200046576840433 0.046254389660772804 -0.053274566565805509 -0.1112427540594767 0.052020469921423118 -0.085209412908578225 0.041019570830523468 0.00029972066996140678 -0.05851802788767449
leaf_weight=0.30268374304700074 0.73009905662911379 0.35131879805726729 0.46921433333773188 0.31015373555055736 1.2072987025730961 0.37933538388460875 0.44704791822391599 1.0435917245672501 1.7260526579186715 0.78952986199510611 0.53073350415797937 0.40241275070002291 0.4752609084243884 0.32988497372855363 0.43990629579218421 0.49424912283302547 0.69274274571034766 0.29505188466282906 0.2152569665186127 6.5965318488475679 0.35028971260999242 3.8866173109727233 1.5966043807566168 0.60650133842136733 0.64150750078442786 0.88461363610315402 1.0166834929259492 0.72322354079005835 42.486185005694125 2.0054122532483234
leaf_count=115 19 79 12 10 20 7 37 39 36 19 18 17 15 36 22 25 32 8 15 416 113 113 24 11 37 39 24 21 1452 69
internal_value=-2.1302e-05 0.00414849 0.00539207 0.0130234 0.041265 0.00412415 0.0404304 0.00325281 -0.0172065 0.0159441 0.000368182 0.0129134 -0.00463034 -0.0455477 0.0138137 -0.0107547 0.0472856 -0.0041245 -0.00123529 -0.00439724 -0.0631072 -0.00138495 -0.0151627 0.00434241 -0.0270353 0.0091924 -0.0568045 0.000151605 -0.0016577 -0.0321356
internal_weight=72.426 17.8485 17.5459 9.73741 2.5029 1.2956 0.826383 7.23452 2.76964 4.46487 2.9826 2.34256 1.81183 0.640039 1.40942 0.934155 1.48227 7.80845 7.45713 7.16208 0.565547 54.5774 5.47601 3.72923 2.13262 1.49111 1.74678 49.1014 45.2148 2.72864
internal_count=2900 1091 976 345 76 56 44 269 75 194 143 97 79 46 62 47 51 631 552 544 128 1809 154 111 87 50 43 1655 1542 90
is_linear=0
shrinkage=0.1


Tree=270
num_leaves=31
num_cat=0
split_feature=2 4 1 4 2 1 4 1 1 0 0 4 4 2 4 3 1 2 4 2 3 1 0 4 1 1 4 2 0 0
split_gain=0.0409986 0.135333 0.192911 0.241932 0.207584 0.178743 0.161556 0.143196 0.173625 0.129306 0.477189 0.149845 0.126636 0.254128 0.138341 0.428537 0.266981 0.123984 0.239978 0.170326 0.231076 0.115053 0.326384 0.161869 0.168095 0.12844 0.132303 0.20704 0.185032 0.199111
threshold=-0.16717499999999999 39.091773401050006 77.52437864960001 35.818873074050011 -0.26820499999999997 68.214248143850014 38.938637541200009 62.020040611300011 61.86411003975001 95.762878606550018 97.32487278035002 47.833738492450003 42.718072821900002 -0.50001499999999999 48.008184682100008 -0.21013499999999999 64.434276012450013 -0.15009499999999998 42.34047585750001 -0.16030499999999998 0.074640000000000026 81.524804347700012 104.86330937810001 42.406961525800007 88.16529592995002 80.677940036650014 44.527357125550004 -0.098345000000000002 95.897301513100004 95.502098167950024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -5 8 -3 12 -11 -12 13 -9 15 -14 -17 18 -2 -20 -21 25 -23 -24 -25 26 -19 -28 29 -29
right_child=17 7 -4 6 5 -7 -8 9 -10 10 11 -13 14 -15 -16 16 -18 21 19 20 -22 22 23 24 -26 -27 27 28 -30 -31
leaf_value=0.048338018578052755 -0.087572668132515866 0.0020170221387399798 0.045121833399665232 -0.10953652924738425 -0.10764790851366363 0.051992515928441188 -0.0091435768531850006 0.011100259116516617 -0.070108375547272117 -0.1035729118839725 0.0076825898973818876 0.079684038767281251 0.063262306361880669 0.079373815743601306 0.044142243372625352 0.040078866051519065 -0.10724614756515594 0.00052083594356352016 0.055335873571452227 0.081038979229163727 -0.05922094646787085 -0.082870242513405079 -0.10125705929484717 0.042022662515221409 -0.033129104514736787 0.031081764400682405 -0.11844065600258724 -0.024450592590817319 -0.079671517108020368 0.087772457393924433
leaf_weight=0.44634969216349407 0.4814273090446467 1.9166307411032888 0.37727769429636726 0.4852610262178132 0.22052812822175738 0.10284460363982362 0.23936152388341725 1.0689566791843392 0.40413667607936066 0.37303523626178536 1.9281933728500464 0.34001019737115701 0.4312164494622267 1.1126795674208554 0.70261051351553749 0.16972760064527359 0.44685441251931479 54.930531937583964 0.34450418419146434 0.14806163955654472 0.56830261300638085 0.63901402649389583 0.13407818499831581 0.80513880256330572 0.47217409265977039 1.3439403317752283 0.22929805141757242 0.44670037934156315 0.29196854511974379 0.24470894085243344
leaf_count=15 52 119 85 57 57 7 7 25 23 15 153 22 30 22 19 8 48 1416 26 15 114 88 199 28 112 36 17 52 29 4
internal_value=-2.15767e-05 0.00566843 -0.0187728 -0.0349043 0.0041358 -0.0568763 -0.0763741 0.0108117 -0.0105428 0.0183512 0.00123827 0.0184758 0.0298463 0.0459212 0.00981121 -0.0132098 -0.0666917 -0.00102447 -0.0290172 -0.00244443 -0.0302313 -0.000299333 -0.0235759 0.00326983 0.0142419 0.000530878 -0.000200441 -0.0328721 -0.0129197 0.0152683
internal_weight=71.8455 10.7657 1.87162 1.49434 0.769722 0.323373 0.724623 8.89405 2.32077 6.57328 2.64124 2.2682 3.93205 2.18164 1.75041 1.0478 0.616582 61.0798 1.5423 1.06087 0.716364 59.5376 2.05041 1.41139 1.27731 57.4871 56.1432 1.21268 0.983378 0.691409
internal_count=2900 712 228 143 79 64 64 484 142 342 190 175 152 47 105 86 56 2188 207 155 129 1981 427 339 140 1554 1518 102 85 56
is_linear=0
shrinkage=0.1


Tree=271
num_leaves=31
num_cat=0
split_feature=3 3 4 3 0 1 1 2 4 4 3 4 4 1 1 0 2 0 0 0 2 4 3 4 2 3 4 1 2 2
split_gain=0.0367457 0.245674 0.412472 0.156885 0.224539 0.265885 0.277872 0.180228 0.175077 0.316666 0.289028 0.236959 0.198298 0.14613 0.140924 0.349122 0.221213 0.188196 0.140077 0.145309 0.125463 0.09331 0.0892121 0.0801353 0.14012 0.145842 0.150053 0.15244 0.112932 0.0734924
threshold=-0.098985000000000004 -0.087385000000000004 38.052786106700005 -0.23472499999999999 71.249517373150013 61.944763783650011 61.987779113750001 -0.23361999999999997 41.468518788800004 38.938637541200009 -0.22588499999999997 37.360990606650006 42.564639561200003 62.020040611300011 73.365333921800001 101.06989495610001 -0.079824999999999993 86.420486603250012 104.62941352080001 92.031298721500022 -0.15895000000000001 36.072790850000011 -0.12059499999999999 48.852845034800005 -0.23378499999999999 0.070195000000000021 49.110028829250005 86.858705278550005 -0.15818499999999999 0.36034500000000008
decision_type=2 2 2 2 2 2 2 2 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 7 -7 -6 9 11 -10 22 -12 -8 16 -16 17 -15 19 -14 -17 -19 -5 29 -25 -26 -27 -28 -29 -3
right_child=1 23 -4 8 5 6 13 -9 10 -11 12 -13 18 14 15 20 -18 21 -20 -21 -22 -23 -24 24 25 26 27 28 -30 -31
leaf_value=-0.10808356453432032 0.026877193271718391 -0.000396201351300445 -0.11591915879390934 0.083816643093478235 -0.012887613905294163 -0.11956261132348307 0.049932577357043761 0.064236527839642454 0.08543387152674034 0.06506153368973909 -0.10821773915439775 -0.062025813496041263 0.0096972128667065921 0.0058460744407676617 0.072110630015765051 0.0065900601034101815 0.0029970173042446029 -0.033251452538632868 0.034164712132634063 -0.078109584921092851 -0.10398087274053747 -0.11148385575964248 -0.00088431644132329335 0.081879579355526089 -0.10607061052351913 0.055644385983574532 -0.1019728247842572 0.051213449673391524 -0.05318137455746505 -0.034243243080273447
leaf_weight=0.20682079293192135 0.35259049201658754 58.970910580169559 0.4745162224435262 0.23273799324306321 0.47157525823422475 0.24095482879783992 0.38088937103748355 0.84760506204474928 0.30111872308771115 1.5404899388013289 0.22619164415664261 0.4407483046525158 0.38003972803562625 0.28787315485169551 0.50780751649290312 0.19433235205542654 1.0015446090692424 0.21291399328038096 0.50611786377521639 0.37388051964808255 0.21744562227740905 0.53694608028308721 0.26701431835135581 0.31409217034888559 0.10425760393263672 0.54196931468322851 0.15600839611579431 0.28215691175137181 0.16376825713223297 0.64856168924990143
leaf_count=65 17 1956 49 20 34 6 7 26 14 38 21 15 48 14 36 31 29 9 32 36 65 50 24 14 8 13 85 20 53 65
internal_value=-2.82156e-05 -0.000910407 -0.055046 0.00580681 -0.00601988 -0.00171184 -0.0158509 0.0366665 0.0199564 0.0371465 -0.00390476 -0.0085769 -0.0220053 -0.00836839 -0.0158734 0.0166257 -0.0305284 -0.0628847 -0.00652913 -0.0338475 -0.0517986 -0.0892707 0.0385615 -0.000178557 0.0221787 0.00715539 0.017475 -0.0168919 0.0128739 -0.000764401
internal_weight=71.3839 62.0088 0.827107 9.37505 5.10671 4.89989 3.58071 1.31918 4.26834 2.48099 1.78735 0.940501 1.48623 3.33975 2.95886 0.919585 2.03928 1.03773 1.26004 0.75392 0.411778 0.74986 0.499752 61.1817 1.56225 1.24816 1.1439 0.601934 0.445925 59.6195
internal_count=2900 2280 66 620 372 307 247 60 248 97 151 59 137 241 234 132 102 73 116 84 96 59 44 2214 193 179 171 158 73 2021
is_linear=0
shrinkage=0.1


Tree=272
num_leaves=31
num_cat=0
split_feature=4 4 0 1 1 1 3 3 4 3 3 3 1 1 1 1 2 1 1 4 1 1 2 0 4 3 4 0 2 0
split_gain=0.0377774 0.176618 0.12409 0.105685 0.236526 0.12839 0.0819822 0.230662 0.0738213 0.0772988 0.46748 0.153233 0.193708 0.160908 0.391007 0.317681 0.314433 0.14886 0.148003 0.137447 0.155319 0.252539 0.138356 0.296211 0.128814 0.269119 0.502705 0.325427 0.113261 0.110786
threshold=48.988717865950008 48.852845034800005 71.144667506050013 55.855406118200008 64.84561010645001 90.740838818900016 0.074640000000000026 0.079095000000000013 48.461603274950008 -0.093074999999999991 -0.087385000000000004 -0.22831499999999999 61.944763783650011 61.998532946250002 64.321360770950022 68.214248143850014 -0.23155499999999998 61.998532946250002 62.020040611300011 35.616518500750011 73.365333921800001 75.645146416450004 -0.079824999999999993 86.388225105700016 38.938637541200009 -0.21013499999999999 40.08085804200001 105.70748523110002 -0.15895000000000001 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 8 -2 -4 -5 6 -6 -8 9 11 -11 12 29 16 -15 -16 -13 -14 -19 -20 22 -22 23 -21 -17 -26 -27 -28 -23 -1
right_child=2 -3 3 4 5 -7 7 -9 -10 10 -12 13 17 14 15 24 -18 18 19 20 21 28 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.012977516319731031 -0.10848450477463362 0.043375884315640482 0.038477016461460969 -0.1084344321360721 0.060248223747523644 -0.10148222999126631 -0.10326545067149902 0.03017687885397774 -0.036422347891674305 -0.11334412432530197 -0.0004942727056346897 0.06337031835851463 -0.076281409113260187 0.10406647780569017 -0.058092751300105765 -0.0015818330706034629 -0.10917828147500477 0.066559040035556433 0.039121599790868419 0.020115032218623971 0.087842012913703679 0.021023788719383429 -0.011014327301254748 -0.11002821580741218 0.098213146798034168 0.10420280419024436 -0.10618822030744512 0.045890890929670497 -0.071576938444102997 0.10112685139416838
leaf_weight=0.35338350341726243 0.12993140716571261 0.9406219283118834 0.39069434406701464 0.24878636802895915 0.25890576131496323 0.11054753536723183 0.17818140541567118 0.4744649505300913 0.55968855082755808 0.36936713337308091 59.292322108154487 0.18643205715488875 0.33890990220243145 0.5981331440398211 0.49047063406033009 0.83487375153617938 0.24360999277086959 0.25464187096804414 0.43095840426394749 0.25480163865722716 0.29291218724938506 0.25021321504027683 0.821688997151796 0.55761249343049712 0.62169085022469628 0.37400762232573337 0.34593124061939307 0.2371775965211782 0.27977190168166899 0.2390055616851896
leaf_count=101 7 22 8 12 27 61 84 43 22 32 2011 29 8 12 26 35 52 5 52 9 13 18 25 49 18 7 32 18 57 5
internal_value=-3.19773e-05 0.000339358 -0.0143688 -0.00700921 -0.0209925 0.000291449 0.0126339 -0.00625471 -0.000253966 4.51865e-05 -0.00119293 0.00927151 -0.00432043 0.0233528 0.0304411 0.0152774 -0.0343749 -0.0133152 -0.00652466 -0.0129687 -0.0221054 0.0133251 -0.0399474 -0.0692107 0.0301865 0.0469857 0.0137111 -0.0443305 -0.0278589 0.0485423
internal_weight=70.9597 69.1682 1.79151 1.66158 1.27089 1.0221 0.911552 0.652646 68.2276 67.6679 59.6617 8.00623 4.0739 3.93233 3.50228 2.90415 0.430042 3.48151 3.1426 2.88796 2.457 0.822897 1.6341 0.812414 2.41368 1.57881 0.957116 0.583109 0.529985 0.592389
internal_count=2900 2658 242 235 227 215 154 127 2636 2614 2043 571 342 229 148 136 81 236 228 223 171 88 83 58 110 75 57 50 75 106
is_linear=0
shrinkage=0.1


Tree=273
num_leaves=31
num_cat=0
split_feature=1 0 1 1 1 0 0 1 4 2 2 2 2 3 2 1 2 0 0 3 0 1 3 1 3 3 2 4 0 4
split_gain=0.0379436 0.307986 0.386756 0.373792 0.230214 0.218519 0.356642 0.235734 0.166608 0.305095 0.360186 0.261903 0.198323 0.159516 0.144204 0.480555 0.395157 0.482976 0.569664 0.227934 1.07985 0.329547 0.293678 0.6801 0.545395 0.688608 0.421068 0.888013 0.263176 0.498088
threshold=66.697957758300021 90.337570099350003 66.318885161900013 64.434276012450013 65.630639880500027 92.031298721500022 90.259604813550013 67.649671936450019 37.858673296900008 -0.093604999999999994 -0.10710499999999999 -0.12350999999999999 -0.26820499999999997 -0.16319499999999998 -0.12835499999999997 63.431481129800005 -0.095019999999999993 86.232294534150014 85.775256651950016 0.048965000000000009 86.345209775600011 61.971648364950006 0.086655000000000024 61.993156030000002 0.08784500000000002 0.08883000000000002 -0.082509999999999986 42.674081447500008 86.530713386650021 42.131954243650007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 8 6 7 -2 9 10 11 12 -1 -9 -10 16 17 18 -16 20 21 -18 23 -21 -24 -26 -25 -28 29 -27
right_child=5 2 -4 -5 -6 -7 -8 13 14 -11 -12 -13 -14 -15 15 -17 19 -19 -20 22 -22 -23 24 26 25 28 27 -29 -30 -31
leaf_value=0.076980663782739434 0.077445095399214944 0.059718417706776966 0.074789304184620417 -0.047007457990533852 -0.03785035130259206 -0.00074377206659529467 -0.082835681029423194 0.02374668120289776 0.012906635081413452 0.060916830749618317 -0.066136706136914636 0.10219367429660463 -0.064338651637499009 -0.10731668024271179 -0.0618617824863847 -0.067764530030844747 -0.086581845842920307 -0.1002475422192794 0.039249670901745727 0.027658823829754316 0.10455689085280778 0.010232901485854672 0.055285548777473985 -0.098919924878965768 -0.085250919658080904 0.0066936659846690717 -0.084590673369578373 0.035496956820650148 0.02619361213500503 -0.058687629338099581
leaf_weight=0.1536501922091702 0.31658535730093962 0.56600194715429031 1.268075458705425 0.78095688924076967 1.5674642170197319 28.298998165021445 0.8487869516320643 0.19099944868867169 6.4089553841040425 1.265165718152274 0.59015690675005339 0.34668142907321453 0.28076219088507059 0.18073514867137419 1.1002709014283061 1.1247503945633059 0.54125926162033566 0.8241833671927451 1.1289334020111708 1.9305185094563082 1.1418574377894399 1.0033223676218765 2.0275074733654028 1.0590635202825067 0.89233534841332485 6.6232224419945833 1.2108820330468013 1.2529393439181147 4.1530804689973584 1.4139461178219788
leaf_count=9 8 16 30 31 27 1638 68 10 234 45 12 7 81 35 44 45 84 12 19 38 12 28 23 26 28 109 26 15 58 82
internal_value=-3.00397e-05 0.00195747 0.0351538 -0.00216047 -0.000324541 -0.0027383 -0.0394586 0.0140308 0.00128815 0.0255012 -0.00717458 0.0373744 -0.0143545 -0.0399755 -0.000598412 -0.00375406 -0.00101692 -0.0348389 -0.010656 0.00342489 0.0308188 -0.0236934 -0.000153878 -0.0200463 0.00702551 -0.000453713 -0.0461884 -0.0235219 0.00575351 -0.0048086
internal_weight=70.492 40.6559 2.61503 1.34696 38.0409 29.8361 1.53711 0.68832 36.4734 2.63642 1.37125 0.781094 0.434412 0.371735 33.837 27.4281 26.3033 3.05339 2.2292 23.2499 2.68644 1.54458 20.5635 5.4534 15.1101 13.0826 3.52288 2.46382 12.1902 8.03717
internal_count=2900 1141 77 47 1064 1759 121 53 1037 154 109 97 90 45 883 649 604 75 63 529 124 112 405 105 300 277 67 41 249 191
is_linear=0
shrinkage=0.1


Tree=274
num_leaves=31
num_cat=0
split_feature=2 2 0 2 1 2 4 1 1 2 1 4 4 0 1 1 3 3 4 0 3 3 3 4 2 2 2 2 3 3
split_gain=0.0370781 0.210848 0.140511 0.123755 0.179499 0.114662 0.139665 0.0952992 0.201759 0.0791866 0.189841 0.0572237 0.106038 0.101717 0.108922 0.196749 0.145506 0.137097 0.0841067 0.154349 0.0680449 0.317471 0.167803 0.199187 0.174098 0.253542 0.368219 0.297903 0.270167 0.207308
threshold=-0.58180999999999994 -0.50001499999999999 91.410264893400026 -0.26138499999999998 62.305017173150013 -0.62958999999999998 40.580626202750004 78.285212300550015 75.403185184700007 -0.59967499999999996 78.494912034700022 48.988717865950008 48.852845034800005 71.144667506050013 55.855406118200008 81.320481529800006 0.079095000000000013 0.075065000000000021 50.264779514000004 85.57362229215002 -0.093074999999999991 -0.072169999999999998 -0.23472499999999999 46.177190236600005 -0.18126999999999999 -0.079824999999999993 -0.053019999999999991 -0.040019999999999993 -0.27223499999999995 -0.25276999999999999
decision_type=2 2 2 2 2 2 2 2 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 -1 8 -7 -9 -11 12 20 -13 -15 18 17 -17 -16 -20 22 -22 23 24 -5 29 -27 -28 -29 -26
right_child=1 3 -4 11 -6 7 -8 9 -10 10 -12 13 -14 14 15 16 -18 -19 19 -21 21 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=0.025004851326339152 -0.1109172601406504 0.082305669175451082 -0.01645124968792358 0.04119108115755786 -0.0022385638455839495 0.038069468919628612 -0.053267895357794984 0.084346207827966591 -0.035968216544308727 0.101772990355978 -0.10292150538756931 -0.10774911306098214 0.035094287789903339 0.034008573052199641 -0.1063560650828585 0.019135447260762189 0.063495661508198284 -0.10306039850138858 0.10232059929138188 -0.10124621542957124 -0.059885527280889056 -0.00074433387514217814 0.023472606636873544 -0.078691198470924442 -0.012288116778645367 0.072717802165387105 -0.12100853855184508 -0.10677775722369538 0.027431290946544187 -0.11209857683333078
leaf_weight=0.40800719788967432 0.27911968161060841 0.44474096927660756 0.36123501750608966 0.81996427425610896 0.57685684953855798 0.99907798781350654 0.51660742586682318 0.38406514608550468 0.5827618320035981 0.09506171010434572 0.08656860492760643 0.11974943021777917 0.84772713680285861 0.38354765274561931 0.31733892460033508 0.21779635212442372 0.27312711551144275 0.15873150643892586 0.064023450016975403 0.089058816734905122 0.92319320535033611 53.954167128529861 3.7333009129720187 0.34578612411678467 0.46530463307772152 0.61182886152528304 0.24453436257317729 0.18454914441918002 0.80101970094073915 0.37645621635420035
leaf_count=28 31 19 53 86 41 34 21 22 29 3 45 7 20 8 33 30 34 49 1 73 75 1707 224 47 35 17 4 54 53 17
internal_value=-2.65233e-05 -0.000522038 -0.0576274 3.24139e-05 0.0345668 0.0107145 -0.0187283 0.0233909 0.0107934 0.058617 0.00421154 -0.000510934 -3.55534e-05 -0.0190497 -0.0119856 -0.0277354 0.00792896 -0.0323782 -0.0769882 -0.0161087 -0.000512346 -0.00173926 0.00836698 -0.0062829 0.000863285 -0.0114583 0.0093203 -0.0222124 0.00230046 -0.0569258
internal_weight=69.6653 66.5932 0.640355 65.9528 1.0216 3.07215 0.924615 2.14754 1.58184 0.565695 0.18163 64.9312 63.3078 1.62337 1.50362 1.12008 0.649655 0.376528 0.470421 0.153082 62.4601 54.8774 7.58274 3.84944 3.50366 2.68369 1.84193 1.2301 0.985569 0.841761
internal_count=2900 2718 84 2634 60 182 49 133 63 70 48 2574 2339 235 228 220 113 79 107 74 2319 1782 537 313 266 180 128 111 107 52
is_linear=0
shrinkage=0.1


Tree=275
num_leaves=31
num_cat=0
split_feature=1 3 3 4 1 1 2 4 1 0 0 1 2 4 2 1 3 4 2 3 2 1 3 0 4 1 0 0 0 2
split_gain=0.0383397 0.0820167 0.109428 0.0637648 0.0514031 0.0397439 0.175866 0.283018 0.13005 0.249636 0.12056 0.19164 0.187609 0.170314 0.102456 0.0843374 0.165207 0.136686 0.066719 0.233744 0.212467 0.169494 0.190355 0.261897 0.19415 0.110718 0.327674 0.157248 0.248783 0.452943
threshold=89.786436182600013 0.07870000000000002 0.078505000000000019 50.448116877400004 104.14280259920001 82.987325570650015 -0.11911999999999999 44.710446918150005 81.524804347700012 104.62941352080001 103.44649194340002 80.677940036650014 -0.0086649999999999991 46.650420857800007 0.20981000000000005 83.715897724050009 0.072890000000000024 49.842240509300005 0.20327000000000003 0.11263500000000003 0.18145000000000003 76.763544998700013 -0.11050499999999999 87.568458224950021 38.318569170500005 78.962703749400006 100.67200315280002 101.47316367565001 99.378854792050006 -0.092624999999999999
decision_type=2 2 2 2 2 2 2 2 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 15 14 10 -10 11 18 13 -12 -8 -7 -17 -18 20 21 25 22 -20 -24 -25 27 -27 28 -1 -30
right_child=1 -3 -4 -5 -6 6 7 -9 9 -11 12 -13 -14 -15 -16 16 17 -19 19 -21 -22 -23 23 24 -26 26 -28 -29 29 -31
leaf_value=0.00091753541494049736 -0.10315926887394744 -0.1017771975188707 0.082325585326748316 0.019925407469533783 0.023840075409457494 0.069984638305417263 -0.10237765427797325 0.053359543949395107 -0.10367930430222905 0.0064736815069443678 -0.10833505031382187 0.043162128000614378 0.020623003781934837 0.0023413495507095239 -0.00074733081751702591 0.077148762107502239 -0.10218860398215864 0.0198203362289553 0.034065171605385788 0.067398915592173911 -0.050751422651044098 0.054705933733496262 0.037440955531401858 -0.022565801563136145 -0.1118936394082833 0.018135321197814903 -0.092024208680413486 0.039444149428117567 0.01357573005790013 -0.10889268592648704
leaf_weight=56.678885505049493 0.13931722014206016 0.11461037399102736 0.10425545450198115 0.1200360401890066 0.041323509196445229 0.49922261772007892 0.32474262449795688 0.29805783621850424 0.35118696495010127 0.49675756760916556 0.39071725901794707 1.0502750949235622 0.38051892021030553 0.21585342329490231 0.14282180360896746 0.26059368133428507 0.14612498868427792 0.24707798688905314 0.61021638964302893 0.65616063892775844 0.83428459742572059 0.46310928987804789 0.38203046658281814 0.58228687479277119 0.41796013514613151 0.59919994101073715 0.49151694839383708 1.0265086159524788 0.63247674970261869 0.57794639154235372
leaf_count=1767 103 211 9 22 25 14 83 11 50 39 33 28 24 21 29 15 57 29 20 19 18 11 22 14 36 19 29 40 49 53
internal_value=-3.13625e-05 -0.0270945 -0.00595667 -0.0365673 -0.0741068 0.000173134 0.0143635 -0.0227905 -0.000234212 -0.0391476 0.000265809 0.000792523 -0.0344199 -0.0689499 -0.0713337 0.0390343 0.0154013 -0.0255215 9.66988e-05 0.0143787 -0.00063377 0.000211226 -0.0124548 -0.0329914 -0.0598921 6.30276e-05 -0.0315066 0.00064748 -4.04724e-05 -0.0448998
internal_weight=69.2761 0.519543 0.404932 0.300677 0.180641 68.7565 1.91864 0.765622 66.8379 0.847945 65.9899 65.0029 0.98709 0.606571 0.467564 1.15302 0.653797 0.393203 63.9526 3.11176 60.8408 2.4556 1.99249 1.38228 1.00025 60.0065 1.09072 58.9158 57.8893 1.21042
internal_count=2900 370 159 150 128 2530 238 123 2292 89 2203 2125 78 54 112 115 101 86 2097 122 1975 103 92 72 50 1957 48 1909 1869 102
is_linear=0
shrinkage=0.1


Tree=276
num_leaves=31
num_cat=0
split_feature=0 1 1 0 3 0 2 2 2 0 0 0 0 4 0 1 1 2 4 2 2 4 0 4 3 2 2 2 1 2
split_gain=0.0404625 0.238518 0.158977 0.165215 0.116449 0.135135 0.0549602 0.0625412 0.216906 0.207219 0.192022 0.369787 0.360386 0.180064 0.288873 0.0790756 0.245284 0.20933 0.192518 0.13896 0.158621 0.371529 0.125088 0.365394 0.358395 0.390039 0.0775623 0.191957 0.152648 0.122518
threshold=108.08677067655002 84.600400448950026 85.097765203050002 110.50907145210002 0.07870000000000002 113.28087178455002 0.62099000000000015 0.19122000000000003 0.20981000000000005 89.99344745865001 92.313586825200005 94.047642319350018 101.15323715815002 41.169697216150006 101.23657936015002 80.677940036650014 83.715897724050009 -0.15818499999999999 49.842240509300005 -0.044409999999999998 -0.18126999999999999 42.406961525800007 100.24991522630002 42.297164883650005 0.09117500000000002 -0.081844999999999987 0.12406000000000002 0.090855000000000033 66.697957758300021 0.048530000000000011
decision_type=2 2 2 2 2 2 2 2 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 -5 7 15 -9 -10 -11 -12 -13 14 -14 22 19 18 -18 20 -17 -22 26 24 25 -24 27 29 -29 -1
right_child=1 2 3 4 -6 -7 -8 8 9 10 11 12 13 -15 -16 16 17 -19 -20 -21 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.000346269346145855 -0.090141485901418392 0.092462664268519901 -0.10223072103409669 0.073544799011715081 -0.10115237879890271 -0.017659905289845422 0.032423664408049196 -0.055525054489180693 0.052105638089483153 -0.069616320899240525 0.06606451820411112 -0.090037960629622021 0.093192202136498661 0.10075642767096982 -0.10324583614816961 0.064015074083010923 -0.057168785593864707 -0.10241765108316508 0.10105674749736965 0.081013418096073736 -0.079453937319800355 0.04903385453449239 -0.026466397817901995 -0.086783389899386457 -0.061328402905682727 0.086359774282876944 0.023054050007063176 -0.0072030857604793875 -0.10648758171814343 0.033697671733465315
leaf_weight=55.007229959699544 0.33752600790921761 0.17822644393345377 0.16239349784200385 0.29537855667877011 0.084782696394185564 0.36100463758313595 0.52875122347177139 0.89231871665469897 0.61974901939765947 0.47522310365457121 0.58798856358043838 0.53866119280792168 0.1289439033716917 0.20159606205561431 0.17848313984950437 0.51527318637818087 0.16243724927289815 0.27360504856005696 0.14603013917803764 0.49483692231478871 0.38969629554048868 0.53263505943323253 0.59109236301992496 0.64332275204469613 0.6186339747509918 0.63616132359311384 1.5530575188249702 0.32221637282418569 0.298141430483156 1.1239759948989547
leaf_count=1631 47 8 75 28 186 128 33 21 28 21 13 31 3 7 43 21 39 91 5 17 27 21 33 78 39 11 71 20 37 87
internal_value=-4.15518e-05 -0.0167512 0.00614721 -0.0108785 0.00913733 0.0233831 0.000310007 5.63117e-05 -0.0127218 0.00126541 -0.013661 0.00259603 -0.0330242 0.0273092 -0.020854 0.000787569 0.0181653 -0.0387426 0.017736 0.0353066 0.0195739 -0.00525381 6.88021e-05 -0.0218844 0.000733972 0.0320184 0.00100605 0.000402692 -0.0549188 0.0010141
internal_weight=68.8794 1.41931 1.08179 0.903559 0.741166 0.656383 67.4601 66.9313 3.62296 2.73064 2.1109 1.63567 1.04768 0.509023 0.307427 63.3083 2.51451 0.582072 0.308467 1.93244 1.4376 0.922331 60.7938 2.48921 1.84589 1.22725 58.3046 56.7516 0.620358 56.1312
internal_count=2900 472 425 417 342 156 2428 2395 167 146 118 97 84 53 46 2228 221 135 44 86 69 48 2007 161 83 44 1846 1775 57 1718
is_linear=0
shrinkage=0.1


Tree=277
num_leaves=31
num_cat=0
split_feature=0 1 3 3 1 0 4 0 2 3 4 3 4 4 4 0 0 4 3 2 1 4 2 2 3 4 4 2 3 4
split_gain=0.0349548 0.162208 0.106621 0.147317 0.0936907 0.0843509 0.0619815 0.0966301 0.0529491 0.080087 0.0469407 0.246323 0.176495 0.237763 0.159224 0.382036 0.300953 0.329249 0.572872 0.256456 0.208177 0.194086 0.223753 0.188449 0.138983 0.134602 0.300859 0.121316 0.143495 0.134777
threshold=107.54101367610001 82.204984254750016 0.07968500000000002 0.095290000000000027 85.18917277955002 114.06859001680002 45.027406014450008 110.99299391555002 -0.088099999999999998 -0.25765499999999997 48.680511450650009 0.076080000000000023 44.527357125550004 44.758188263300006 43.19689381845 96.249489528150022 86.420486603250012 43.45354240915001 0.082325000000000023 -0.083794999999999994 62.079186690200011 43.082598263550004 -0.079824999999999993 -0.084239999999999995 -0.22588499999999997 43.022303514600004 42.898324343550009 -0.23378499999999999 0.087205000000000019 45.673096293200011
decision_type=2 2 2 2 2 2 2 2 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 5 -4 -5 6 7 -3 9 -7 12 24 14 -14 21 16 17 -16 -19 -18 -21 25 -23 -17 -12 26 -1 29 -29 -15
right_child=1 2 3 4 -6 8 -8 -9 -10 -11 11 -13 13 27 15 23 19 18 -20 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00017882945001106393 -0.10411495523385195 -0.10189531082374029 -0.1035701874140403 0.10009173288018754 -0.10147995655269196 0.060736503535896394 0.060836478595416514 0.042296748829737184 0.013319656464979089 -0.10464780777783914 0.0090814929718274953 0.050214978304060867 -0.11311270532117329 0.018169994815440994 -0.074592858327798064 -0.086125202604776907 0.072877697412147155 -0.080724434564042769 0.051340993888197163 0.055051135838936033 -0.043080449359789559 -0.096076738669471695 0.013377825823549336 0.0054233004460613396 -0.059178501192010229 0.040217561815399927 -0.063452095246596549 0.014179545673101968 -0.056403956794024358 -0.085945842258865465
leaf_weight=53.951622584669167 0.18057126913481525 0.070690406918401782 0.20320322788245448 0.0773648674658034 0.032849813025137564 0.038137477322379709 0.38467754721932579 0.13568074065551627 0.17053349165325926 0.12607301491445355 0.85418680388102075 1.0506941004314283 0.27935228449405203 0.17850720129536113 0.45891111642049454 0.47899099660571665 1.7467733619632784 0.42989437703181455 1.3920189936006861 0.43506721034646023 0.42968512255538371 0.45019753871747525 0.31918293593480385 0.42378261510748405 0.45833467723423316 0.8160432330923858 0.75344189463203193 1.2951070248454919 0.37039875934351596 0.40966972287787939
leaf_count=1660 27 33 176 3 63 16 31 28 52 65 27 107 31 25 29 23 39 52 35 4 36 30 20 20 48 20 38 70 20 72
internal_value=-4.1017e-05 -0.015568 -0.00266543 -0.0530787 0.0400127 0.0144015 0.0371175 -0.00709482 -0.0257076 -0.0662377 0.000288101 0.0141309 -0.000218153 -0.0260921 0.000837479 0.0166207 0.0276501 0.00111064 0.0201791 0.0508288 0.00629072 -0.000787408 -0.0506687 -0.0431502 -0.014755 -9.61807e-05 -0.000697547 -0.0153056 -0.00151781 -0.0543475
internal_weight=68.4016 1.41978 1.23921 0.313418 0.110215 0.925793 0.591049 0.206371 0.334744 0.16421 66.9819 2.36322 64.6186 2.53303 62.0856 5.79512 4.89235 2.28082 1.82191 2.61153 0.864752 56.2905 0.76938 0.902774 1.31252 55.5211 54.7051 2.25368 1.66551 0.588177
internal_count=2900 494 467 242 66 225 92 61 133 81 2406 182 2224 218 2006 238 195 116 87 79 40 1768 50 43 75 1718 1698 187 90 97
is_linear=0
shrinkage=0.1


Tree=278
num_leaves=31
num_cat=0
split_feature=4 4 0 3 3 3 4 2 4 2 1 2 4 1 3 2 4 4 3 3 3 0 1 1 0 1 2 0 2 0
split_gain=0.0368894 0.134215 0.0993477 0.0908982 0.130626 0.0740743 0.0928315 0.0656938 0.208206 0.109994 0.165809 0.104979 0.268144 0.192636 0.129398 0.101463 0.182275 0.427023 0.0830955 0.265889 0.153598 0.114041 0.24778 0.224474 0.275564 0.232398 0.260579 0.195041 0.162627 0.300608
threshold=48.988717865950008 48.852845034800005 71.144667506050013 -0.25095999999999996 -0.24299499999999999 -0.52484999999999993 40.21994457600001 -0.62958999999999998 40.580626202750004 -0.59309999999999985 78.285212300550015 -0.50001499999999999 40.712530798250008 64.434276012450013 0.085345000000000018 -0.26138499999999998 39.091773401050006 35.818873074050011 -0.093074999999999991 -0.072169999999999998 -0.087385000000000004 86.597924839850023 62.095317438950012 68.214248143850014 93.679323555450011 73.365333921800001 -0.033594999999999993 85.807518149550006 -0.22386500000000001 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 5 -2 -4 -5 6 -1 8 -7 10 -9 12 13 -11 -15 16 17 -13 21 20 -20 27 -23 -24 -25 26 -26 28 29 -17
right_child=2 -3 3 4 -6 7 -8 9 -10 11 -12 15 -14 14 -16 18 -18 -19 19 -21 -22 22 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.10668475304491153 -0.10709200260075952 0.039093380298112525 -0.056440913512422024 0.10444980953988403 -0.0067713531318017248 0.0236131908188905 -0.0009909599582897592 0.0052019893125739482 -0.076764658549848722 0.076714076151829805 0.07933308771294971 0.077563217401682483 -0.10691131519496921 0.027057488303669705 -0.068262434587661833 0.06165123227215355 0.075765609350034638 -0.10996050290451989 -0.11038716066898371 -0.00059622279166272646 -0.024106697866257638 0.086883430536888073 -0.034373776855733985 0.066959848916553544 -0.10349418507725248 0.023790337537640652 0.017556731753502957 -0.041026917298969824 0.05233737883763398 -0.10803436514092755
leaf_weight=0.14687080385874551 0.10953237349167366 0.8806080884532993 0.30858911216637341 0.11781228333711613 1.0185068309438063 0.4021314010496998 0.19138345021019632 0.98447897436562815 0.42507149830635171 0.23521612827970872 0.43505794053695013 0.25764737564536844 0.32612897740989411 0.2370286346613284 0.35679282719198113 0.19782516307350306 0.48517778594668926 0.22969114841214378 0.32591346128901932 53.033094097771098 0.56232694370100134 0.47769607603549946 0.87191265567525977 0.99201376423297949 0.35988656314293621 1.8078142162635229 0.35152852069586549 1.0079136712593024 0.63627917016355373 0.22107525448382148
leaf_count=33 7 22 17 1 217 28 46 41 19 7 40 18 62 18 41 39 16 25 31 1707 44 7 43 25 30 159 11 28 88 30
internal_value=-4.33248e-05 0.000312958 -0.0152713 -0.00831074 0.00475993 -0.00020796 -0.0468835 3.41169e-05 -0.0279676 0.000393834 0.0279216 -0.000226697 -0.0300949 0.000123324 -0.0302147 0.000331439 0.0323766 -0.01082 -0.000180753 -0.00150501 -0.0557648 0.0101321 0.0184931 0.0110396 0.0223166 0.00473718 -0.0436798 -0.00956717 0.0204834 -0.0279006
internal_weight=67.993 66.4386 1.55444 1.44491 1.13632 65.558 0.338254 65.2197 0.827203 64.3925 1.41954 62.973 1.15517 0.829038 0.593821 61.8178 0.972516 0.487339 60.8453 53.9213 0.88824 6.92395 4.86085 4.38316 3.51124 2.51923 0.711415 2.06309 1.05518 0.4189
internal_count=2900 2658 242 235 218 2636 79 2557 47 2510 81 2429 128 66 59 2301 59 43 2242 1782 75 460 275 268 225 200 41 185 157 69
is_linear=0
shrinkage=0.1


Tree=279
num_leaves=31
num_cat=0
split_feature=0 2 2 4 4 2 2 4 2 2 2 2 2 2 3 2 1 1 1 1 0 0 0 4 1 2 0 2 0 2
split_gain=0.0342277 0.104684 0.115208 0.104799 0.224869 0.144264 0.122515 0.0617911 0.109147 0.0610105 0.0484108 0.0443269 0.299101 0.252927 0.395701 0.310132 0.190776 0.11943 1.11383 0.32285 0.604269 0.396542 0.539746 0.379812 0.316751 0.251793 0.235118 0.203466 0.17519 0.147814
threshold=105.98708487665002 -0.22089 0.70697500000000024 44.710446918150005 48.852845034800005 -0.18126999999999999 0.20981000000000005 52.781270016900002 -0.088099999999999998 -0.046474999999999995 0.22542000000000004 -0.092289999999999997 -0.094344999999999998 -0.088329999999999992 0.082975000000000021 -0.090694999999999998 61.409760615700009 62.197478847950002 62.116825104000007 62.00390986255001 85.939252597950016 85.737618238150006 85.328972602300013 41.532441862050007 63.910026677050006 -0.10965999999999999 84.95796538030001 -0.11911999999999999 78.029808778150013 -0.096499999999999989
decision_type=2 2 2 2 2 2 2 2 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 5 9 -3 -7 8 -6 -5 -8 12 17 14 -13 -16 -15 18 19 20 21 22 25 -21 -19 26 27 28 -1 -26
right_child=1 2 -4 4 7 6 10 -9 -10 -11 -12 13 -14 16 15 -17 -18 24 -20 23 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.004447513488935368 -0.10263855308771522 0.10104284591761213 -0.10832868367198896 0.028991303047293995 -0.10380120529352524 -0.10187803268808615 0.065171128648357751 0.038036922002807561 0.010024308591635223 0.096383599676890974 -0.043176476441508051 0.048004884043825538 0.047423086901034014 -0.049949864471333663 -0.014111426814317705 -0.095083464309115504 0.0012197456889727364 0.051602314962716944 -0.13118845381880309 -0.010086097352730472 -0.11025365797427729 0.081791257546207558 -0.11393965478743279 0.068713424038663595 0.0035934206312637561 -0.085927660110085569 0.090408554671421115 0.081571721151677573 -0.072077402293841131 -0.048743590634207773
leaf_weight=1.6836105286311083 0.123747550325504 0.065065020421343212 0.10489645907728107 0.27077469577716329 0.19223992866045592 0.25851913250585223 0.078623609617352486 0.092911545723836753 0.14995617013528317 0.26659188746680229 0.086727981230524165 0.47709145070984904 1.4711161735467602 0.74262586124723284 0.9625946879386903 0.93002948534558494 38.627472466473819 1.3864126497501263 0.68262610875535745 1.1501221898270162 0.56201718561351288 0.52174357650801528 0.44935532240197051 1.3065412031064623 13.110556433530748 0.28342412458733379 0.3436852735467254 0.28115868393797461 0.36380353246931907 0.56279658828861556
leaf_count=167 113 4 9 27 37 241 2 18 33 26 39 16 38 121 25 37 1079 33 15 21 22 6 19 27 650 13 6 6 30 20
internal_value=-4.24828e-05 -0.0140945 -0.00709902 0.000166997 0.019155 -0.0375994 -0.0588813 -0.0342845 -0.0539209 0.0624252 0.00834211 0.000317899 0.00372693 -0.00165525 -0.0333843 -0.0539008 0.000254549 0.000893603 -0.00930078 0.0026788 -0.0132711 0.00060947 -0.0118298 0.0318223 0.00605727 0.0036941 0.0131995 0.00180388 -0.00915014 0.00143922
internal_weight=67.5888 1.69005 1.56631 1.46141 0.972474 0.488936 0.423871 0.435108 0.342196 0.537367 0.165352 65.8988 24.159 41.7398 2.36972 1.89262 39.3701 22.6879 7.62809 6.94546 4.4888 3.92678 3.40504 2.45666 15.0598 2.95568 2.67226 2.32857 2.04741 13.6734
internal_count=2900 549 436 427 141 286 282 88 70 53 41 2351 1073 1278 78 62 1200 1035 332 317 269 247 241 48 703 222 209 203 197 670
is_linear=0
shrinkage=0.1


Tree=280
num_leaves=31
num_cat=0
split_feature=1 0 0 0 0 0 1 2 2 1 4 0 2 3 4 0 3 0 2 0 4 2 2 4 0 2 2 3 3 1
split_gain=0.0319552 0.265157 0.4104 0.220778 0.178213 0.305198 0.222641 0.149905 0.21189 0.150669 0.272815 0.318285 0.177375 0.170959 0.150668 0.345684 0.512974 0.210446 0.151942 0.678177 0.8017 1.93983 0.536313 0.494586 0.580189 0.491874 0.766844 0.397996 0.511501 0.431277
threshold=66.697957758300021 90.337570099350003 90.837623311600012 89.99344745865001 92.031298721500022 90.603727454250006 67.649671936450019 0.20327000000000003 0.13860000000000003 65.555363052850012 38.115457128050004 83.680947768350009 -0.09715 0.10500500000000003 40.12915366295001 86.530713386650021 0.082975000000000021 89.057864029250013 -0.069554999999999992 86.232294534150014 42.674081447500008 -0.12350999999999999 -0.082885 42.102795028150005 85.656964494200011 -0.058529999999999992 -0.042409999999999996 0.087530000000000011 0.09660500000000001 62.068432857650002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 7 5 6 -2 8 9 10 11 13 -13 -1 15 16 -12 18 19 23 21 -21 -22 24 -16 -20 -27 -28 -29 -30
right_child=4 2 -4 -5 -6 -7 -8 -9 -10 -11 14 12 -14 -15 17 -17 -18 -19 25 20 22 -23 -24 -25 -26 26 27 28 29 -31
leaf_value=-0.074506961449132977 0.060650117969742859 0.073695156764908828 -0.0080232811120091799 -0.04676949307403816 -0.00077243489314371199 -0.085815109082795604 -0.047876807639094299 0.04388791923714952 -0.048291457117228986 -0.02900745877405311 0.016222329426076702 0.02543156484889364 0.093296333910820262 0.062190148817746517 -0.027428422148119299 0.025291529078447783 -0.073950266836607048 0.039140636706468016 0.051213481594616451 0.026782346309732499 -0.026070006703914322 -0.10779677949262499 0.057850412535624077 -0.0054034808354709082 0.063341307777794481 -0.10394285655765467 0.056799067420643168 -0.061987755768217627 -0.017473632987041271 0.071310637001438248
leaf_weight=0.32080170182734846 0.38000502856448537 1.2523283807095134 1.2067740279453572 0.99596239905804296 26.815786135959016 0.67578551589940616 0.37613506672073527 0.79557407278980363 0.88591332372743536 1.5686607646930486 1.0398428349872153 0.75238485704903724 0.78899483731947817 0.12799226865172386 0.93139205704210537 1.2524318015202878 1.6040923598629886 1.5250262988265593 2.3023398889054079 1.7869775639846919 1.6548483160149774 2.6733445562422267 1.4106909874826667 5.6435162423085785 2.8866797722293995 0.67204969482554577 1.3213555875404441 1.1538301531199979 1.2982541242745358 0.94564342033117998
leaf_count=95 10 36 41 13 1638 58 53 34 32 28 29 22 19 7 39 19 40 22 30 26 29 43 13 251 40 23 117 41 36 16
internal_value=-4.93141e-05 0.00181352 0.0335928 -0.000337043 -0.00260789 -0.0369806 0.00666438 0.000971432 -1.68789e-05 0.00125364 0.00273278 0.0385909 0.0601699 -0.0355221 0.000362073 -0.0179856 -0.038486 0.00309005 0.000862497 -0.00441776 -0.026821 -0.0538792 0.0125482 0.0134021 0.0411987 0.0125215 -0.00400234 0.0102303 -0.00788001 0.0199426
internal_weight=67.0454 38.7977 2.4591 36.3386 28.2477 1.43193 0.75614 35.3426 34.5471 33.6612 32.0925 1.99017 1.54138 0.448794 30.1023 3.89637 2.64394 26.2059 24.6809 16.9874 7.52586 4.46032 3.06554 9.46159 3.81807 7.69347 5.39113 4.71908 3.39773 2.2439
internal_count=2900 1141 77 1064 1759 121 63 1051 1017 985 957 143 41 102 814 88 69 726 704 441 111 69 42 330 79 263 233 210 93 52
is_linear=0
shrinkage=0.1


Tree=281
num_leaves=31
num_cat=0
split_feature=3 2 3 3 2 1 1 2 2 1 2 3 3 4 2 2 3 0 2 3 1 0 4 3 2 2 2 3 0 0
split_gain=0.0327278 0.131421 0.0878951 0.0906426 0.0897913 0.141295 0.29307 0.179028 0.118087 0.140582 0.0711939 0.299048 0.320544 0.314273 0.265488 0.255015 0.303261 0.273004 0.206107 0.221575 0.534939 0.199423 0.170672 0.244517 0.271588 0.16071 0.18889 0.269616 0.369094 0.151059
threshold=0.4172550000000001 -0.033594999999999993 0.21240500000000004 0.12746000000000005 -0.58350999999999986 75.645146416450004 78.285212300550015 -0.60827500000000001 -0.50001499999999999 72.496961945650014 -0.011399999999999999 0.10273500000000002 0.11207500000000002 41.289992964000007 0.022230000000000003 -1.0000000180025095e-35 0.094415000000000013 87.181320254150009 0.0043900000000000007 0.089475000000000013 77.52437864960001 95.762878606550018 36.514114975300011 0.086520000000000027 0.28022500000000006 -0.031989999999999998 -0.024989999999999998 0.084795000000000023 87.181320254150009 97.152811460000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -7 -8 9 -6 25 13 -13 15 -15 -12 18 -18 -17 22 -21 -16 -20 24 -24 -10 -27 -28 -29 -23
right_child=1 -3 -4 -5 8 6 7 -9 10 -11 11 12 -14 14 21 16 17 -19 19 20 -22 29 23 -25 -26 26 27 28 -30 -31
leaf_value=0.036871659404087896 -0.042193161901657075 0.022878833426396617 0.02989182761562259 -0.038959685449512851 -0.012317825391239798 -0.11517248459644946 -0.059337205521151605 0.059409713654057575 -0.00014206402002383533 -0.10422447263258663 0.072211400355470148 -0.092315093837684423 -0.0041860210812125721 -0.08488063572444636 -0.053646923108771977 -0.088863647788989614 0.095477312566584122 0.00032381946714225623 0.051169749084324728 -0.10306975488128951 0.048524864747904815 0.067646971871430026 -0.044070573873436318 0.057276270478873237 0.061969994295605603 0.044686763892373631 0.065953595821457253 0.040659477652463943 -0.059971515516213963 -0.012168258326856231
leaf_weight=1.5572258270367449 0.76614155116357097 0.52171814796190463 0.98625459784045588 0.59742405966335255 0.59117508133931451 0.21343260182766233 0.18604590293830381 0.3997935610358353 46.442120674414916 0.23164609322688534 0.63176596822137288 0.79597624136203993 0.85714386498790418 0.6606734198476264 0.6380756172529799 0.29244932395523715 0.6181998439133165 0.58861326174936579 0.81005785227631655 0.58683066783123639 0.38581446719581436 0.37921583256684221 1.2218819039915163 0.50350360004813399 0.30103144277325089 1.8051222632948341 0.47407078090145605 0.60093765397323273 0.92629233512707287 0.63283878154413742
leaf_count=47 38 21 40 30 39 15 35 56 1702 57 15 35 28 43 153 7 13 31 62 25 28 18 83 19 22 52 31 28 22 105
internal_value=-4.66835e-05 -0.0158322 0.000266485 -0.000190553 0.000175165 0.0193287 -0.0148502 0.0216991 -0.000565057 -0.038192 -5.03621e-05 -0.00779942 -0.0466201 -2.15022e-05 -0.0313124 0.0121511 0.00500318 0.049067 -0.0079618 -0.00175047 -0.0429374 -0.009865 0.0123728 -0.00313623 -0.0231097 0.00147699 0.0212311 7.46158e-05 -0.020375 0.0177384
internal_weight=66.2035 1.28786 64.9156 63.9294 63.3319 2.3565 0.799272 0.585839 60.9754 0.822821 60.1526 9.90407 1.65312 8.25095 2.3108 5.94015 5.30838 1.20681 4.10157 3.80912 0.972645 1.65013 2.83647 2.02642 1.52291 50.2485 3.80642 2.0013 1.52723 1.01205
internal_count=2900 59 2841 2801 2771 153 106 91 2618 96 2522 687 63 624 319 305 290 44 246 239 53 276 186 124 105 1835 133 81 50 123
is_linear=0
shrinkage=0.1


Tree=282
num_leaves=31
num_cat=0
split_feature=4 4 4 1 2 0 1 2 4 2 3 3 3 4 3 3 3 3 0 1 1 2 2 2 2 0 0 0 0 1
split_gain=0.0317108 0.239498 0.184355 0.370996 0.3803 0.348828 0.34375 0.638353 0.273888 0.283043 0.265054 0.0950477 0.293932 0.335254 0.333467 0.250223 0.328919 0.206075 0.17435 0.160851 0.142027 0.0981456 0.0830064 0.477947 0.38818 0.387528 0.762164 0.700413 0.642748 0.516688
threshold=43.19689381845 43.245737185650007 42.599563320500003 62.399113207700005 -0.08725999999999999 90.437043050150024 62.106071271500007 -0.082885 43.061965423550006 -0.11911999999999999 0.08594000000000003 0.088005000000000014 0.083795000000000022 43.673409002000007 0.083415000000000031 0.082325000000000023 0.081550000000000025 0.096845000000000028 90.603727454250006 71.343613407700005 75.779569322950024 -0.23871499999999998 -0.092289999999999997 -0.094344999999999998 -0.079824999999999993 86.103248543850015 88.576630023850015 92.652332549650012 97.550703263350016 76.42211081615001
decision_type=2 2 2 2 2 2 2 2 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 22 4 10 -5 7 -6 9 -7 -4 12 13 -3 15 16 21 19 -14 -13 -20 -15 23 -1 25 -24 -27 -28 -29 -30
right_child=1 11 3 5 6 8 -8 -9 -10 -11 -12 17 18 14 -16 -17 -18 -19 20 -21 -22 -23 24 -25 -26 26 27 28 29 -31
leaf_value=0.0022445672686474852 0.067605246103087463 0.063387605340325032 -0.00059526328553775756 -0.11260833603125975 0.044520007925456656 0.013150391814713829 0.052884329480004412 -0.092666988739038558 0.048931619302305031 -0.096953753261712378 -0.11071337959665768 0.057376279957991771 -0.015041891156773507 -0.066303005948413457 -0.11672731750774562 0.049895681105448564 -0.11684875820620476 -0.030847006046065002 -0.11846191357314156 -0.012242422904706673 -0.020436325110814495 0.0023985829712843618 0.014694633475593613 0.071544601792974047 0.0035885413533175538 -0.11366839709153682 0.040189839632110355 -0.11078552717338208 0.087049296788652086 -0.045960545445618672
leaf_weight=15.316957545262285 0.57600480978726309 0.87335238992454645 0.42793039968819346 0.65533661619701877 0.75467197134275932 0.39598858132552539 1.4350522654713129 0.61607666970985486 0.37509362956780024 0.56891081278990885 0.44680880297528347 1.186273546874417 0.94574521317190352 0.21851664058976616 0.2469734178012003 0.91420067050057685 0.25880198460072268 0.59303361595993909 0.40510075619386043 0.46078243600913982 0.23271570559359134 4.2959623285173647 1.9076805044605816 1.0643615204814967 25.791136270476901 1.054769550450146 1.3490684973075988 1.0055253668069783 0.41865126579068579 0.96579305194325116
leaf_count=750 11 55 11 23 12 19 17 50 25 54 31 45 32 107 10 25 10 46 22 37 36 378 38 23 868 21 18 54 10 62
internal_value=-4.25528e-05 0.00480224 -0.00103793 -0.0180969 0.000727438 -0.0528199 0.0186755 -0.0171381 -0.0235797 -0.0517677 -0.0568426 0.00139962 -0.00348568 0.00554085 -0.00297225 0.00196746 -0.00721197 0.0196999 -0.0422912 0.0378997 -0.082696 -0.000926815 0.000943174 0.00674727 -0.00198299 -0.0234254 -0.0385952 -0.0174173 -0.0499348 -0.00573882
internal_weight=65.7573 11.2075 54.5498 5.67587 3.68054 1.99533 2.8058 1.37075 1.33999 0.964899 0.874739 10.6315 8.39137 6.80781 5.93446 5.68748 4.77328 2.24009 1.58356 1.64706 0.637816 4.51448 48.8739 16.3813 32.4926 6.70149 4.79381 3.73904 2.38997 1.38444
internal_count=2900 814 2086 242 121 121 79 62 98 73 42 803 675 585 530 520 495 128 90 82 58 485 1844 773 1071 203 165 144 126 72
is_linear=0
shrinkage=0.1


Tree=283
num_leaves=31
num_cat=0
split_feature=4 3 3 1 1 3 3 4 3 2 4 2 2 1 4 1 1 2 1 0 4 4 4 3 2 4 0 0 2 2
split_gain=0.0314321 0.166552 0.13071 0.123233 0.10193 0.0711645 0.144372 0.0664839 0.109323 0.0637146 0.163966 0.0815321 0.168986 0.141159 0.0848781 0.197776 0.291715 0.08016 0.156238 0.0662325 0.0527975 0.0982782 0.177596 0.155973 0.12339 0.0807634 0.242256 0.315532 0.302627 0.279019
threshold=49.275256100300005 -0.25095999999999996 -0.24299499999999999 64.84561010645001 90.740838818900016 0.074640000000000026 0.079095000000000013 48.852845034800005 -1.0000000180025095e-35 -0.62958999999999998 40.580626202750004 -0.58350999999999986 -0.50001499999999999 66.697957758300021 39.852039223600009 75.645146416450004 78.285212300550015 -0.26138499999999998 62.305017173150013 97.835679825150024 48.461603274950008 47.833738492450003 45.90502654165001 0.074640000000000026 -0.16297999999999999 43.19689381845 96.249489528150022 85.775256651950016 -0.088099999999999998 -0.092289999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 -4 5 -5 -7 9 -9 10 -1 14 13 -13 19 -16 -17 18 -14 -11 21 22 25 24 -24 -19 27 28 -27 -28
right_child=1 2 3 4 -6 6 -8 8 -10 11 -12 12 17 -15 15 16 -18 20 -20 -21 -22 -23 23 -25 -26 26 29 -29 -30 -31
leaf_value=0.018548436913196603 -0.1069647293928413 0.1040032701148294 -0.10781237490497564 0.068046777579297099 -0.10123034871083898 -0.10268454594485035 0.029688841858950245 -0.0079707691420733886 0.050773346258144683 -0.050357815382809062 -0.073239634295144115 -0.013548742384749566 0.077789531372679077 -0.10485751667146748 0.066262318954443886 -0.11470699319709368 0.047521133338051365 -0.0012654647919153675 -0.0059247722263175125 0.025739489582002142 -0.032924306848329039 0.038975912928671412 -0.059506937812408227 -0.10765571058878387 0.051171000843801717 -0.11029050726630507 -0.086297869959052767 0.032691739064107571 0.0077290861769929069 0.0074906910157104094
leaf_weight=0.37843876406804966 0.17278522222477477 0.10690182447433472 0.11860526182863285 0.18730587157187983 0.083179568938248849 0.11297542518332193 0.30434908920506132 0.60339563692105003 0.66697408584877738 0.24597792599524737 0.40066549856601341 0.43793993479994142 0.38639101777879759 0.27602276669895787 0.77495603333227314 0.18264425941742957 0.28195437623435282 50.234736971734854 0.52701770462203967 0.21377889083655077 0.4938733201706772 0.6369247247785087 0.23119908604712691 0.28462155648276166 0.17849806238518695 0.31887118015492888 0.50042088303462151 4.1423344661736792 0.68188970256824066 0.8663553568633231
leaf_count=28 15 1 9 18 56 81 39 24 21 11 19 27 19 64 23 10 41 1811 41 34 21 30 49 44 14 65 32 145 54 54
internal_value=-6.35576e-05 -0.0169327 9.9889e-05 -0.013674 0.00255915 0.0168376 -0.00614644 0.000222961 0.0228713 -0.000236098 -0.0286549 0.000121616 -0.000488174 -0.0488493 0.0217231 0.0353341 -0.0162544 9.22939e-05 0.0294881 -0.0149739 -0.000366141 -8.92686e-05 -0.000522452 -0.050791 -0.0112864 9.26271e-05 0.0105726 0.0205172 -0.0298753 -0.0268483
internal_weight=65.032 1.0861 0.913317 0.806415 0.68781 0.60463 0.417325 63.9459 1.27037 62.6755 0.779104 61.8964 60.1971 0.713963 1.69931 1.23955 0.464599 59.4831 0.913409 0.459757 58.5697 58.0759 57.4389 0.694319 0.409697 56.7446 6.50987 5.1431 1.00076 1.36678
internal_count=2900 219 204 203 194 138 120 2681 45 2636 47 2589 2470 91 119 74 51 2379 60 45 2319 2298 2268 107 63 2161 350 264 119 86
is_linear=0
shrinkage=0.1


Tree=284
num_leaves=31
num_cat=0
split_feature=1 0 0 3 2 0 1 4 3 2 0 3 3 4 2 1 0 4 4 4 0 3 1 1 4 0 2 2 3 3
split_gain=0.0321711 0.157608 0.0960588 0.0491366 0.0838052 0.0800012 0.04514 0.11356 0.0879628 0.156063 0.0750448 0.189345 0.282263 0.1683 0.115309 0.0530926 0.118759 0.310796 0.253875 0.117757 0.180429 0.117873 0.251969 0.209166 0.157198 0.107416 0.132002 0.100336 0.0778337 0.523052
threshold=87.33187390945001 110.50907145210002 113.28087178455002 -0.5582649999999999 -0.088099999999999998 122.45926784190002 84.600400448950026 44.710446918150005 -0.24523500000000001 0.20981000000000005 103.44649194340002 0.090720000000000023 0.090225000000000014 42.406961525800007 -0.088944999999999996 77.898074329750017 99.378854792050006 40.259171735100004 41.093509583400007 42.599563320500003 100.13162306855001 0.092425000000000021 78.962703749400006 80.677940036650014 39.530201452500002 99.642323688800005 -0.15605499999999997 -0.43448999999999999 0.10661000000000002 0.10500500000000003
decision_type=2 2 2 2 2 2 2 2 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 10 8 -8 -10 15 12 13 -12 -15 16 28 -18 -19 21 25 22 -17 -23 -24 26 -21 -20 29 -1
right_child=1 2 3 4 5 -7 7 -9 9 -11 11 -13 -14 14 -16 19 17 18 27 20 -22 23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.1815453413037402e-05 -0.1012978477618348 0.050128319173407931 0.097207453501646557 -0.10382294829950854 0.05080881650520043 -0.10117076467402637 0.084839738256207359 0.068679207170156326 -0.10171579312387713 0.078220157252169076 -0.10444840837750587 -0.105888163943601 0.10400701513695283 -0.053897329056453142 0.027635537867454863 0.066243130054186472 -0.10712219005664858 0.05115277045239363 0.0095998810072795704 0.076084593365935538 -0.076650309921726431 -0.036349928325223789 0.048269147308960508 0.029114083804551435 -0.028805214386931618 0.10225607747900001 -0.10279889526088021 -0.10265775032411724 0.0099868672802079506 -0.08977634177968058
leaf_weight=48.109415847945002 0.18331554669111838 0.26056356881508691 0.027052025310695171 0.1291301310692603 0.11264050195774189 0.050015035475468039 0.065100350569991861 0.31741325711300306 0.15843758587266066 0.069278799664516555 0.22502720887859939 0.23054364384120152 0.1920948401093483 0.2914298889136262 0.42850961396470666 1.1050115718462614 0.37430002917972049 0.46622841153293848 0.12478920631110668 0.075220214203000069 0.35809481298929313 0.91288785434880981 0.41625101023600997 1.048833982174983 0.72644168765873474 0.11941690323874354 0.091347372755990253 0.21996834841775126 7.1447909044477447 0.65751424862537433
leaf_count=1595 127 47 2 144 58 72 7 17 65 13 70 37 2 35 14 24 53 6 4 3 34 39 28 37 30 3 42 41 232 19
internal_value=-6.55254e-05 -0.0204818 0.00508745 -0.0317213 -0.0436745 0.00407654 0.000178057 0.0272458 -0.0176681 -0.0469734 -8.28087e-05 -0.0232535 -0.00649896 -0.0289629 -0.00536878 0.000428701 -0.000424822 -0.031748 0.00303998 0.0104696 -0.0293509 0.0165625 0.0321956 -0.00134961 -0.000729179 0.029875 -0.0220169 -0.0620247 0.000239205 -0.00118891
internal_weight=64.6911 0.762717 0.579401 0.318838 0.291786 0.162656 63.9283 0.61023 0.292817 0.227716 63.3181 1.36761 1.13706 0.944967 0.71994 61.9505 57.097 1.18529 0.810986 4.85351 0.644079 4.20943 2.2477 1.96172 1.14269 0.285984 0.166568 0.344758 55.9117 48.7669
internal_count=2900 450 323 276 274 130 2450 102 85 78 2348 158 121 119 49 2190 1950 104 51 240 82 158 82 76 58 48 45 45 1846 1614
is_linear=0
shrinkage=0.1


Tree=285
num_leaves=31
num_cat=0
split_feature=0 1 1 3 0 0 0 4 3 0 2 2 1 2 1 2 3 2 3 1 1 2 4 3 0 3 0 4 4 4
split_gain=0.0300315 0.15667 0.110092 0.121286 0.0802531 0.0880593 0.0379753 0.0715984 0.0856114 0.0536065 0.15536 0.261892 0.0577897 0.384868 0.118982 0.059191 0.187205 0.149337 0.197364 0.141187 0.302126 0.0927935 0.41557 0.0984051 0.0979005 0.512463 0.349388 0.0806195 0.0779046 0.215658
threshold=108.08677067655002 84.600400448950026 85.097765203050002 0.07870000000000002 110.50907145210002 113.28087178455002 104.86330937810001 42.406961525800007 -0.15684499999999998 103.44649194340002 -0.15758999999999998 -0.0086649999999999991 81.524804347700012 -0.11911999999999999 80.677940036650014 0.20327000000000003 0.11263500000000003 0.15675000000000003 0.10236000000000002 68.214248143850014 65.727424373200009 0.11529000000000002 41.43512228960001 0.089335000000000012 100.24991522630002 0.089850000000000027 101.47316367565001 38.828362408050005 43.162556114600001 43.245737185650007
decision_type=2 2 2 2 2 2 2 2 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 -6 9 8 -8 12 -11 -12 14 -14 15 17 19 21 -19 20 -17 24 -23 -24 28 26 -26 -21 -1 -30
right_child=1 2 3 -5 5 -7 7 -9 -10 10 11 -13 13 -15 -16 16 -18 18 -20 27 -22 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0012231764099085909 -0.08465384340374843 0.088531398924987265 -0.10165069489057543 -0.10121293327232478 0.064701489171565083 -0.016618304299639376 0.077934366525812773 0.037665853410260831 -0.10133300273001744 0.049028319314873101 -0.1061324556659386 0.049427908756375837 0.031101985150475648 -0.10301716777151609 0.035748104950933703 0.017067759057127083 0.064020470941025448 0.0059720818237506681 -0.071069029479182075 -0.0024156801509688948 -0.095148168186666202 0.095692759447299894 -0.0024566427332462751 -0.10455734886704289 -0.057446489242135107 -0.088715803508290433 0.06233675718995596 0.049809967359311723 0.066859500748947684 0.0048138418430778212
leaf_weight=44.793819367076821 0.2579677473263462 0.1312399368421211 0.060464313845841389 0.12361323802922186 0.2414598328032298 0.29690011289957852 0.038606190385507944 0.59051439478935208 0.085944793525412844 0.19091942893282976 0.34258184599457309 0.15820133879787945 0.50968678567096504 0.36875757715824775 0.94993141031591122 0.61526462680967575 0.59562911103967042 0.64548719220328965 0.68582964781671762 0.57922191135003209 0.39329598363292462 0.47385253000538696 0.23546748096850934 0.15756358571525197 0.37434344630855665 0.71799378689320281 0.69672965923382435 0.60359239692843403 0.6034864639514107 7.8098740072155124
leaf_count=1285 47 8 29 232 28 128 9 48 64 21 46 34 32 49 28 32 19 31 17 21 27 10 49 12 37 45 37 23 14 438
internal_value=-6.74109e-05 -0.0163611 0.00427584 -0.0110302 0.00758586 0.0198544 0.000219109 0.0231335 -0.0457668 -4.30483e-05 -0.0277273 -0.0569897 0.000266761 -0.0251992 0.000633902 7.77955e-05 0.0143085 -0.000615648 -0.0337157 0.000796531 -0.0266917 0.000173185 0.0326357 -0.0433881 -0.000338508 -0.0233475 0.0204721 0.0242352 0.000435159 0.00926435
internal_weight=64.3282 1.11165 0.853677 0.722437 0.598824 0.53836 63.2166 0.715065 0.124551 62.5015 0.691703 0.500783 61.8098 0.878444 60.9314 59.9815 2.787 57.1944 1.33132 2.19137 1.00856 55.8631 0.866884 0.393031 54.9962 1.78907 1.07107 1.18281 53.2072 8.41336
internal_count=2900 472 425 417 185 156 2428 121 73 2307 101 80 2206 81 2125 2097 122 1975 48 103 59 1927 71 61 1856 119 74 44 1737 452
is_linear=0
shrinkage=0.1


Tree=286
num_leaves=31
num_cat=0
split_feature=2 2 3 4 3 4 2 3 2 4 2 4 4 4 2 4 2 0 2 4 4 3 3 1 0 2 2 3 2 3
split_gain=0.0320316 0.635141 0.210918 0.100263 0.276266 0.260588 0.205655 0.217223 0.156052 0.101036 0.0560997 0.111244 0.120964 0.258259 0.0955486 0.219066 0.181318 0.0824568 0.0761729 0.364765 0.275963 0.197933 0.195862 0.321373 0.188449 0.151396 0.180752 0.182583 0.130408 0.664541
threshold=0.19122000000000003 0.20327000000000003 0.11263500000000003 37.020641110850008 0.076825000000000018 37.797539186950011 0.22542000000000004 0.08079500000000002 0.28022500000000006 38.703421923500009 0.12406000000000002 39.091773401050006 40.421032462050007 42.049402686800001 0.090855000000000033 38.175120519550006 0.06041500000000001 79.882156430000023 -0.011399999999999999 41.028010303750008 43.147345722250009 0.10211000000000002 -0.059734999999999996 68.321786469100019 95.429509798400019 -0.031989999999999998 -0.024989999999999998 0.088670000000000013 -0.053019999999999991 0.087530000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 3 4 -3 -5 -7 8 -8 -9 14 -12 -13 -14 16 -16 18 -17 25 22 -21 -22 -20 -24 -25 28 -27 -28 -1 -30
right_child=1 2 -4 5 -6 6 7 9 -10 -11 11 12 13 -15 15 17 -18 -19 19 20 21 -23 23 24 -26 26 27 -29 29 -31
leaf_value=0.00082905797111515922 -0.1317953747496042 0.021515800880366268 0.059924972170010027 0.084420142700763007 -0.1089758614198459 0.048536362600553065 -0.035130698282445673 -0.015903468726183017 0.047241216768245775 -0.10652854644453785 0.064514081030120352 -0.051054888630446882 0.065628011470285658 -0.057661337617989167 0.032129938256165225 0.0061783441689435177 0.052789754608890641 -0.10414125717033887 0.067304581887314294 -0.089046024565621121 -0.044008594345370057 0.10273669977602605 0.034033798287495136 -0.10534390422943676 -0.0056692815956118584 0.043297850597146109 0.034626542697670078 -0.027326909995523542 0.017282847469188338 -0.06572661579631929
leaf_weight=46.171064025609475 0.37928702465796904 0.3383266686112173 0.57291151382582928 0.33859300892800126 0.31172686739796518 0.45148980945668871 0.52203162628211408 0.18119526305235922 0.41111785498651443 0.38317415580024772 0.40368544320682431 0.2990642051721577 0.50347081445806907 0.25644547534852791 0.27895596216057938 0.084729863941902295 0.65475140912394536 0.33811928573845762 0.4711559366587611 0.86357836359093176 0.23887346154606348 0.14940529316663742 0.92200949645849239 0.36686567292781547 0.3927404142883546 1.776937173370243 0.83118163167364301 1.1122492845261147 2.2614351195479681 1.6815339106979079
leaf_count=1936 11 38 23 7 29 16 27 7 34 61 12 16 13 47 13 3 33 83 19 111 56 2 25 7 33 55 42 42 45 54
internal_value=-6.69275e-05 -0.00886111 0.0044209 -0.00640369 -0.0410602 0.00344444 -0.0106231 -0.0284592 0.00115991 -0.0774326 0.000502654 0.019847 0.0028198 0.0240221 1.97799e-05 -0.0366567 0.000464382 -0.0820356 -0.000134162 -0.0146402 -0.0575635 0.0124573 0.0103201 -0.00564584 -0.053809 0.000783238 0.0202464 -0.000830176 -0.000661671 -0.0181177
internal_weight=63.9481 3.88985 3.51057 2.93766 0.650054 2.2876 1.94901 1.49752 0.933149 0.564369 60.0583 1.46267 1.05898 0.759916 58.5956 0.701805 57.8938 0.422849 57.239 3.40463 1.25186 0.388279 2.15277 1.68162 0.759606 53.8344 3.72037 1.94343 50.114 3.94297
internal_count=2900 253 242 219 67 152 145 129 61 68 2647 88 76 60 2559 99 2460 86 2427 253 169 58 84 65 40 2174 139 84 2035 99
is_linear=0
shrinkage=0.1


Tree=287
num_leaves=31
num_cat=0
split_feature=4 4 4 2 2 4 3 3 4 3 2 0 4 1 4 2 1 2 2 2 2 2 3 3 3 4 0 3 3 3
split_gain=0.0344612 0.334378 0.300946 0.223754 0.61347 0.400263 0.242023 0.53791 0.321206 0.297651 0.345426 0.247093 0.237252 0.353589 0.247967 0.217766 0.304809 0.797466 0.293457 0.322527 0.231869 0.185328 0.165027 0.454696 0.184243 0.159754 0.240809 0.156147 0.153115 0.27153
threshold=40.259171735100004 40.21994457600001 40.496232821400007 -0.057185 -0.054494999999999995 40.036761086100007 0.089335000000000012 0.090865000000000015 39.852039223600009 -0.072169999999999998 -0.087910000000000002 91.523180134850023 39.749124837650008 70.284360904350009 39.420767558750008 -0.072569999999999982 64.654729579150015 -0.091779999999999987 -0.101965 -0.117115 -0.50001499999999999 -0.046474999999999995 0.094415000000000013 0.087405000000000024 0.10273500000000002 35.818873074050011 96.943111725850017 0.09721500000000001 -0.115385 -0.27687999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 21 5 -5 6 9 -8 15 28 11 -11 14 -14 22 16 -9 18 19 20 -18 -2 23 25 -24 -6 -27 -22 29 -1
right_child=2 -3 -4 4 12 -7 7 8 -10 10 -12 -13 13 -15 -16 -17 17 -19 -20 -21 27 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.055796448378254017 0.062406500023148397 -0.080678925316791009 -0.00027840568131900936 0.097059022827697114 0.047381351243608386 -0.096538844642264435 0.085410338590545351 0.037005877475961131 -0.070068162814758722 -0.0033480005292299535 -0.11231211605670047 -0.075242326924958747 0.086439017940740895 -0.014290272360561471 -0.059628034811532261 0.045176609311307757 -0.04690204007844935 -0.10728175328773111 0.048090685424901275 -0.077505998256795453 0.079135293684521546 -0.0011749704365096923 0.062552130792001157 -0.087440023237970829 0.0037356988627340495 -0.025654862953248841 0.040601890433932079 -0.0022507246231629171 0.04481549329245655 -0.058790365550578975
leaf_weight=0.32213178497886474 1.2764139625815003 0.54379200909693182 39.081610715824809 0.75084647935727922 0.67737291924282628 0.51334291370176366 0.74038670609297685 1.2716106791085611 0.67023039041669097 1.4887567216208046 0.5955706680845182 0.70415658834099293 0.76325271118548677 0.64128717210849118 0.73235101934983493 1.014408089482459 0.49665300809071766 0.81590121658041503 1.010244424049233 0.62741328620582248 0.46097937952322354 0.71536685181013027 0.7723533826676604 0.64880874520505916 1.7156574290474393 1.9403153867024232 0.76474394095203013 0.48246921222755645 0.69140902389858794 0.57760361107375502
leaf_count=40 32 12 1784 13 62 27 15 31 14 52 36 100 23 22 29 26 47 49 23 25 19 28 39 54 49 52 40 28 43 86
internal_value=-6.75764e-05 -0.00321953 0.001654 -0.0012953 0.0103513 -0.0100718 -0.00636357 0.00443764 -0.00431446 -0.025083 -0.0447758 -0.0264337 0.00283013 0.0404479 -0.00445593 0.00281699 -0.00550201 -0.0193844 0.00391676 -0.0176678 0.00840204 0.0395706 0.00174192 -0.0107574 0.0219941 0.0039517 -0.0069235 0.0375154 0.00942851 -0.0177649
internal_weight=63.5074 22.434 41.0734 21.8903 9.40699 12.4833 11.9699 7.5903 6.84991 4.37963 2.78848 2.19291 8.65614 1.40454 7.2516 6.17968 5.16527 3.89366 3.07776 2.06751 1.4401 1.99178 6.51925 4.03124 2.48801 3.38243 2.70506 0.943449 1.59114 0.899735
internal_count=2900 1056 1844 1044 383 661 634 277 262 357 188 152 370 45 325 248 222 191 142 119 94 60 296 208 88 154 92 47 169 126
is_linear=0
shrinkage=0.1


Tree=288
num_leaves=31
num_cat=0
split_feature=2 2 3 4 3 4 2 3 2 4 2 4 4 4 2 2 3 4 3 2 1 0 4 2 4 4 4 3 3 3
split_gain=0.0316514 0.558806 0.180646 0.089266 0.235012 0.21799 0.173537 0.190973 0.131634 0.0958705 0.0472518 0.0876401 0.095107 0.217814 0.0854427 0.260875 0.110704 0.16977 0.148099 0.073399 0.345807 0.475151 0.111546 0.0832854 0.196475 0.261938 0.390749 0.39191 0.458469 0.397809
threshold=0.19122000000000003 0.20327000000000003 0.11263500000000003 37.020641110850008 0.076825000000000018 37.797539186950011 0.22542000000000004 0.08079500000000002 0.28022500000000006 38.703421923500009 0.12406000000000002 39.091773401050006 40.421032462050007 42.049402686800001 0.072320000000000023 0.06041500000000001 0.070195000000000021 38.386256906100009 0.084535000000000013 1.0000000180025095e-35 71.429644067900014 86.001087134900004 39.852039223600009 -0.033594999999999993 39.530201452500002 40.259171735100004 41.495754733000005 0.099010000000000029 0.087725000000000011 0.082620000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 3 4 -3 -5 -7 8 -8 -9 14 -12 -13 -14 15 19 -16 -18 -19 23 21 -21 -23 -1 -25 -26 -27 28 29 -28
right_child=1 2 -4 5 -6 6 7 9 -10 -11 11 12 13 -15 16 -17 17 18 -20 20 -22 22 -24 24 25 26 27 -29 -30 -31
leaf_value=-0.000663859871487493 -0.12883400624071412 0.016767343470558801 0.055833248719667897 0.080098210980806384 -0.1079180546006081 0.044858093990893695 -0.033412698955987127 -0.014388218901259795 0.04317658280846156 -0.10585502121668695 0.060518309220028571 -0.046062560753407741 0.061594746578860486 -0.05348913914249525 -0.10743637190699103 0.07506669584159735 0.0547800376418143 0.043240281048897954 -0.084979751648199431 -0.11194644328044207 -0.10472260813408539 -0.0033099527807161039 0.055402968465549034 0.050045485161657216 -0.042911231420112723 0.077354851401583338 -0.070009325897082184 0.042578796048123112 -0.11743030397966847 0.069827308777729011
leaf_weight=49.33834280700426 0.35226253293239951 0.32841314409802258 0.55243109118055134 0.31177383195608888 0.28009420370503335 0.43754616012301983 0.50729414784655069 0.17120424774475396 0.40241531793617469 0.34655318100510613 0.36873389835119397 0.27945159544611875 0.48409509499242631 0.24907599431207927 0.15644956751839245 0.46572770095372007 0.23479378321007971 0.12392302261469013 0.32987821377696491 0.30041361628536734 0.38019994463676443 0.61436546407639958 0.68367024451436009 1.1059021897568531 0.96774414859646629 0.79093069711234454 0.37773203134656819 1.0137658426538108 0.48447605245746672 0.44089560111387982
leaf_count=2024 11 38 23 7 29 16 27 7 34 61 12 16 13 47 24 22 12 26 48 81 93 10 30 37 15 34 38 27 27 11
internal_value=-6.11601e-05 -0.00904687 0.00359543 -0.00676534 -0.040625 0.00269992 -0.0102387 -0.027127 0.000467019 -0.0756102 0.000499016 0.018777 0.00357744 0.022498 6.22616e-05 0.000530512 -0.0315023 -0.01425 -0.0499657 -8.39046e-05 -0.0190038 0.00138484 0.0276139 0.000602743 0.0126635 0.00251985 0.0166667 -0.00405092 -0.0403271 0.00530374
internal_weight=62.8806 3.68999 3.33773 2.78529 0.608507 2.17679 1.86501 1.42747 0.909709 0.517757 59.1906 1.38136 1.01262 0.733171 57.8092 56.9642 0.845045 0.688595 0.453801 56.4984 1.97865 1.59845 1.29804 54.5198 5.18145 4.07554 3.1078 2.31687 1.3031 0.818628
internal_count=2900 253 242 219 67 152 145 129 61 68 2647 88 76 60 2559 2449 110 86 74 2427 214 121 40 2213 189 152 137 103 76 49
is_linear=0
shrinkage=0.1


Tree=289
num_leaves=31
num_cat=0
split_feature=4 3 1 4 1 0 2 0 0 3 3 4 2 4 3 4 0 2 2 2 4 4 0 2 2 2 3 2 4 4
split_gain=0.030088 0.169028 0.153073 0.0482399 0.228193 0.223946 0.222475 0.203319 0.242991 0.20915 0.202714 0.142875 0.479304 0.132368 0.128132 0.0647418 0.245732 0.499553 0.10001 0.188849 0.127803 0.248774 0.236013 0.111934 0.0912223 0.54611 0.17916 0.148483 0.240277 0.27921
threshold=32.785955158400007 0.088500000000000023 72.187789260650007 36.514114975300011 69.64719632740001 91.144107538500023 -0.092864999999999989 94.964406541850011 97.550703263350016 0.11467000000000002 0.087405000000000024 37.020641110850008 -0.081169999999999992 37.360990606650006 0.088395000000000015 38.052786106700005 91.144107538500023 -0.033594999999999993 0.22542000000000004 0.20327000000000003 38.386256906100009 38.703421923500009 94.776214472700005 0.68694500000000025 -0.103615 -0.098345000000000002 0.086655000000000024 -0.092289999999999997 42.406961525800007 43.19689381845
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -6 -9 -10 -2 12 -5 14 -13 16 -15 -18 19 20 22 -22 -17 -20 -23 26 -26 28 -27 -30
right_child=3 -3 -4 11 7 -7 -8 8 9 -11 -12 13 -14 15 -16 18 17 -19 23 -21 21 24 -24 -25 25 27 -28 -29 29 -31
leaf_value=0.062412979390841256 -0.020839273611940611 -0.081507965417956255 -0.10219969443590185 -0.10033055297371113 -0.084011342844821979 0.074995609818562806 -0.034429149048281198 0.046113802492408151 -0.10289901067218798 0.067253211202131943 0.059718400060775625 -0.0075100183113038666 0.01673010811401112 0.022064046923951672 0.086585860181356111 -0.013407790812038634 -0.11259973860463746 0.018163490233940278 -0.04262153380601319 0.062630998110625349 -0.055573315650517624 0.0071182779928542841 0.065064662460331893 0.016735532128929552 -0.028645254937643264 0.051204883587525632 -0.11215969889986183 -0.0020367667410650667 -0.07013810200189044 0.026467153006610428
leaf_weight=0.25383551304662333 0.46420362803837678 0.26687898406517974 0.072660243463076313 0.59640577488886493 0.39564114675158613 0.71039978158660222 0.73446659775799994 0.5232687057723524 0.28071448534430488 0.097273907877024612 0.95502438629046082 0.24917634007306233 0.84583125779863511 0.88351178311859202 0.34520258765007839 0.71147233956798916 0.58974207445260174 0.57896932550647728 1.0660292855668547 0.49410428444752952 0.8029993094190776 14.754868946573309 0.83083148137666285 0.45258030409604533 0.47470662922567786 1.3977133975422327 0.55978255929858278 30.717319224910895 0.46962398292089325 0.82431752971751848
leaf_count=49 35 53 66 34 29 13 24 17 91 11 20 30 26 26 18 22 52 18 103 17 38 856 29 36 23 31 22 1053 28 30
internal_value=-6.40062e-05 -0.0224748 0.0257791 0.00015115 0.0105496 0.026308 0.0102483 -0.0242515 0.0019824 -0.059111 0.0333695 -0.000599442 -0.0316778 0.000198067 0.0471389 -0.000303666 -0.0177344 -0.0478208 0.00036426 0.00110247 0.00051265 -0.000361884 0.0288649 -0.0249318 0.000539259 -0.00227906 -0.0738366 -6.33201e-05 0.0224578 -0.00859482
internal_weight=62.3996 0.593375 0.326496 61.8062 4.16099 2.86409 2.15369 1.2969 0.901257 0.377988 1.41923 57.6452 1.44224 56.203 0.594379 55.6086 2.05222 1.16871 53.5563 52.0377 51.5436 50.0013 1.5423 1.51861 49.1983 34.4435 1.03449 33.409 2.69165 1.29394
internal_count=2900 168 115 2732 240 92 79 148 119 102 55 2492 60 2432 48 2384 96 70 2288 2149 2132 2081 51 139 2043 1187 45 1142 89 58
is_linear=0
shrinkage=0.1


Tree=290
num_leaves=31
num_cat=0
split_feature=4 3 3 1 2 1 4 3 4 2 4 1 4 4 4 2 0 4 1 1 1 4 3 1 4 3 4 4 2 0
split_gain=0.0294328 0.149961 0.116784 0.11195 0.0867294 0.0903903 0.0599847 0.110836 0.0791783 0.185489 0.211343 0.0735856 0.0672175 0.060406 0.187077 0.186196 0.175588 0.278135 0.25881 0.211 0.250221 0.241976 0.196135 0.197183 0.185035 0.141619 0.13286 0.218356 0.216552 0.113856
threshold=49.275256100300005 -0.25095999999999996 -0.24299499999999999 64.84561010645001 -0.22699 86.858705278550005 48.680511450650009 0.076080000000000023 45.90502654165001 -0.23378499999999999 47.001379125850008 70.182199495350019 48.008184682100008 43.19689381845 43.082598263550004 -0.079824999999999993 96.249489528150022 43.245737185650007 72.187789260650007 62.197478847950002 62.095317438950012 44.215931556700006 0.082325000000000023 61.944763783650011 45.027406014450008 0.083795000000000022 43.022303514600004 42.898324343550009 -0.08725999999999999 100.24991522630002
decision_type=2 2 2 2 2 2 2 2 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 8 -8 13 -10 -11 -12 -13 14 26 -16 17 -15 -18 20 22 25 23 -19 -23 -21 27 -1 -29 -20
right_child=1 2 3 4 5 -7 7 -9 9 10 11 12 -14 16 15 -17 18 19 29 21 -22 24 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=3.1570187993290644e-05 -0.10636794453048054 0.10356536428769197 -0.10711487630265493 0.069225381413653919 -0.10140055190937176 0.0050237679103674283 -0.0052768609232231754 0.048486153792181921 -0.085019998898441099 -0.074386100176033129 0.045539917945356952 0.030701950608586704 -0.05620018958997141 0.10047905127543173 -0.09517517868082917 0.0095678723607527244 -0.11937606427503428 0.055489872947750034 0.040758183480806578 0.084004865784792548 -0.08029801620890506 -0.082059210826466417 0.018147946504309339 -0.11161658296944905 0.03113464361109642 0.022763914191725534 0.041803470971076347 0.0023295746651754616 -0.10993322585982784 -0.0281202393399098
leaf_weight=49.378733410421233 0.15834400627136347 0.096015110611915588 0.10917810842511144 0.14880364023338188 0.10249285630561644 0.36055728190387981 0.82591489974583854 0.71576674014795572 0.36418214364812218 0.3102953542374951 0.52187225347734056 0.17530202661419025 0.18080902819201583 0.37636759794258878 0.41302273236624387 0.28809673503928834 0.23191016446799029 0.098903146626072025 0.38299811555771135 0.81906009613885566 0.40255926268582687 0.26343387113229244 1.8754666457534765 0.24686194980313303 0.31963923778312164 0.70059262095901431 0.74467551002498922 0.32704886513806741 0.36203534671449134 0.64271013593383941
leaf_count=1965 15 1 9 15 89 90 32 24 73 36 13 29 14 7 34 21 6 62 22 36 18 36 44 13 27 38 22 20 24 65
internal_value=-6.59335e-05 -0.0172997 -3.82438e-05 -0.0138345 0.00281033 -0.0185325 0.000209778 0.019684 -0.000295436 -0.0225821 -0.00344619 0.0216253 -0.0134211 0.000302399 -0.000832827 -0.0521353 0.00949658 0.0177449 -0.0239718 0.0111569 -0.00775771 0.0347587 0.00538895 -0.0638172 -0.0200066 0.0557715 -0.000124948 -0.000748563 -0.0566518 -0.00240113
internal_weight=61.9436 0.975391 0.817047 0.721032 0.611854 0.46305 60.9683 1.54168 59.4266 1.55246 1.18828 0.877983 0.356111 57.8741 51.5136 0.701119 6.3605 5.10288 1.25762 4.72652 2.62379 2.10273 2.22123 0.345765 0.583073 1.51965 50.8125 50.0678 0.689084 1.02571
internal_count=2900 219 204 203 194 179 2681 56 2625 165 92 56 43 2460 2086 55 374 281 93 274 137 137 119 75 63 74 2031 2009 44 87
is_linear=0
shrinkage=0.1


Tree=291
num_leaves=31
num_cat=0
split_feature=4 4 3 1 4 3 3 2 4 2 1 2 4 1 3 0 2 1 2 3 3 3 2 3 1 3 3 3 3 2
split_gain=0.0259125 0.0906007 0.0724192 0.101587 0.109679 0.146434 0.0735495 0.0502195 0.15523 0.0847575 0.140721 0.0713565 0.247264 0.137142 0.209233 0.0651323 0.0574248 0.141859 0.0468805 0.399114 0.139731 0.176776 0.0674103 0.192009 0.278013 0.0584736 0.230831 0.178299 0.128291 0.280191
threshold=48.988717865950008 48.852845034800005 0.079095000000000013 55.855406118200008 50.264779514000004 0.074640000000000026 0.079785000000000009 -0.62958999999999998 40.580626202750004 -0.59309999999999985 78.285212300550015 -0.50001499999999999 40.712530798250008 64.434276012450013 0.084535000000000013 96.588235252600015 -0.26138499999999998 62.305017173150013 -0.24103499999999997 0.093295000000000031 -0.10778500000000001 -0.11050499999999999 -0.23361999999999997 -0.23472499999999999 72.187789260650007 -0.25276999999999999 -0.2485 -0.25765499999999997 -0.15684499999999998 -0.22089
decision_type=2 2 2 2 2 2 2 2 2 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 -1 10 -9 12 13 -11 -15 -16 17 -13 19 20 21 -18 23 24 -20 27 -27 -24 -28 -30
right_child=2 -3 6 4 5 -7 -8 9 -10 11 -12 16 -14 14 15 -17 18 -19 22 -21 -22 -23 25 -25 -26 26 28 -29 29 -31
leaf_value=0.020390417834677793 0.012852089122362916 0.033493296994302875 0.091220513682568782 -0.096774952033515535 0.04201047258627047 -0.10212808186999733 -0.0061651683136675177 0.0038856031999370735 -0.069800606166622134 0.07191952170205225 0.076030752331024576 0.073674325672545754 -0.10700372010948074 0.069376979289958091 -0.10925270166682591 -0.024770010142498525 -0.10097707579356613 -0.0088061319602496715 -0.10584467559246782 0.083797168985946191 -0.10663029216020513 0.10318432153561014 0.00096750274203773212 0.065453013435695109 0.081341115664192554 -0.059177816611554468 0.025763622901754237 0.084135748293973397 -0.066820196015025604 -0.00037162402935195531
leaf_weight=0.37348970053334696 0.37427377479616442 0.80828312796074797 0.11319301191178965 0.29654359581854806 0.19091548025244265 0.11173164056708629 0.2462928000983311 0.90348585837636963 0.39019833486690914 0.21003014686356525 0.38581467648393186 0.35860566509290137 0.27850062879483062 0.16653777160172467 0.17770753613149282 0.18758317942877056 0.083310740702017938 0.49824196508376417 0.20042361929972685 0.2356428709570082 0.37016712342482705 0.086388058960437775 1.2024774018536843 0.52475264559495016 0.13134091778192669 0.67398637670338857 1.8253304219506308 0.32810543241247714 0.64286519074924697 49.211873767736655
leaf_count=28 13 22 17 49 26 90 47 41 19 7 41 19 62 14 7 38 70 41 46 9 57 1 135 17 6 25 100 15 57 1781
internal_value=-6.63542e-05 0.000238728 -0.0138574 -0.0280219 -0.053553 -0.0112028 0.0244991 -0.000213426 -0.0256917 0.000118142 0.0254746 -0.000451466 -0.0266601 0.0035016 -0.0235181 -0.0658694 2.29099e-05 0.0257134 -0.000373598 -0.0247881 -0.0721839 0.00295475 -2.77219e-05 0.027806 -0.0317405 -0.000470149 -0.0010334 0.018796 -0.000275107 -0.00122846
internal_weight=61.5881 60.2551 1.33295 0.973464 0.599191 0.302647 0.359486 59.4469 0.763688 58.6832 1.2893 57.3939 1.02036 0.741859 0.531828 0.365291 56.3735 0.856848 55.5167 0.775509 0.539866 0.169699 54.7412 0.856517 0.331765 53.8846 52.3541 1.53058 51.6801 49.8547
internal_count=2900 2658 242 178 165 116 64 2636 47 2589 82 2507 128 66 59 45 2379 60 2319 137 128 71 2182 69 52 2113 1963 150 1938 1838
is_linear=0
shrinkage=0.1


Tree=292
num_leaves=31
num_cat=0
split_feature=4 3 0 0 0 4 0 0 0 0 4 4 4 4 3 0 4 3 3 4 4 0 0 2 2 4 2 4 3 0
split_gain=0.027479 0.142472 0.154096 0.0591723 0.0952808 0.0460858 0.1611 0.178464 0.194209 0.182154 0.2195 0.0500734 0.104942 0.0556329 0.243475 0.159092 0.11451 0.113461 0.0601288 0.0554456 0.235994 0.246167 0.151933 0.0795911 0.161705 0.103984 0.266631 0.204494 0.0953891 0.187384
threshold=32.785955158400007 0.088500000000000023 92.851278451300018 93.577162146500015 95.429509798400019 35.461062230100005 89.219171517050015 89.99344745865001 92.031298721500022 98.327667663000014 33.151194885250007 35.97706729810001 36.173488152900006 37.020641110850008 0.090640000000000012 93.442739239950015 37.360990606650006 0.088395000000000015 0.098525000000000015 38.052786106700005 37.858673296900008 91.410264893400026 95.002044955650021 0.22542000000000004 0.20327000000000003 38.386256906100009 -0.081169999999999992 38.703421923500009 0.081550000000000025 100.53758024625002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -2 -8 -9 -10 -11 -7 -13 14 15 -14 17 -15 -16 20 21 -18 -23 24 25 26 -21 -27 -25 -30
right_child=5 -3 3 4 -6 11 7 8 9 10 -12 12 13 16 18 -17 19 -19 -20 23 -22 22 -24 28 -26 27 -28 -29 29 -31
leaf_value=-0.10146867934401374 -0.037403095547593121 -0.077521386809401974 0.10266927646540863 0.10082305327322541 -0.10207442992812504 -0.02890608962724896 0.065795149981533324 -0.077292353898048019 0.051807046153251712 0.096629386043965038 -0.1023199758955023 0.056241269482792004 -0.097892007990781821 -0.0062766029258054471 0.034201175102976565 -0.012290023349017977 0.062247488347964744 0.083884289396024769 -0.010234848307820508 -0.0079982822821526769 -0.064478723347610969 -0.073664642801931565 0.013802841691118745 -0.00064912354033304451 0.05894472253710871 -0.050836441155653916 0.077436444945593555 0.00046721178122583406 0.00089188912454806499 -0.10757581088834677
leaf_weight=0.075236617804875006 0.48965106403193148 0.25453248508230075 0.14486263692378998 0.046724246814846992 0.045862681847822273 0.61053899643536524 0.72844277648255218 0.24075558176264145 0.66048301405680832 0.07764471850919108 0.19405828675536441 0.32851680355179169 0.45305321237083207 0.24629463085466241 0.62038574481812225 0.41689081532990713 0.51202112541068234 0.32212771274055285 0.59809257124561555 0.91301243881207483 0.68008723271668703 0.36882846345906728 0.43025652307926521 0.85820231518300605 0.47687941241747367 0.78960318490624004 0.6089195524509694 48.415531743077068 0.32840586029988117 0.30924483907813283
leaf_count=47 34 53 2 2 64 36 13 9 18 7 63 24 15 30 16 35 19 18 30 30 24 15 38 60 17 38 21 2043 42 37
internal_value=-6.48239e-05 -0.0219729 0.0232446 0.0627603 0.00031834 0.000139974 0.0137469 0.0269192 0.00277578 0.023455 -0.0454661 -0.000418208 -0.000116647 -0.000439493 -0.0164609 -0.0568702 0.000166006 0.044818 0.0123897 -0.000298078 -0.0166784 0.00811618 -0.026569 0.000320832 0.000985066 0.000440194 0.0261838 -0.000356067 -0.0224163 -0.0517123
internal_weight=61.2451 0.567219 0.312686 0.23745 0.0925869 60.6779 2.39104 1.90138 1.17294 0.932186 0.271703 58.2869 57.6764 57.3478 2.08842 0.869944 55.2594 0.568422 1.21848 54.691 1.99119 1.31111 0.799085 52.6998 51.2039 50.7271 1.52193 49.2051 1.49585 0.637651
internal_count=2900 168 115 68 66 2732 144 110 97 88 70 2588 2552 2528 96 50 2432 48 46 2384 96 72 53 2288 2149 2132 51 2081 139 79
is_linear=0
shrinkage=0.1


Tree=293
num_leaves=31
num_cat=0
split_feature=3 2 3 3 2 1 1 2 2 0 3 2 2 2 0 1 1 0 4 3 4 3 1 4 1 0 1 4 0 4
split_gain=0.0260728 0.13849 0.0698301 0.0924502 0.0748203 0.173017 0.256327 0.224988 0.130003 0.134673 0.0861542 0.0610327 0.162904 0.0946267 0.0933883 0.141205 0.184254 0.11589 0.0948609 0.24119 0.087764 0.0630947 0.0578389 0.0678961 0.0534447 0.23545 0.215699 0.469247 0.0858415 0.113686
threshold=0.4172550000000001 -0.033594999999999993 0.21240500000000004 0.12746000000000005 -0.58180999999999994 75.551050381850018 78.285212300550015 -0.61225999999999992 -0.50001499999999999 91.410264893400026 0.096085000000000018 0.15675000000000003 0.20327000000000003 0.12378000000000002 92.851278451300018 77.52437864960001 80.677940036650014 94.047642319350018 42.508878681700004 0.10236000000000002 39.530201452500002 0.10045500000000003 62.55235532115001 41.495754733000005 58.549241164900003 76.591483678350016 61.614083433650009 38.052786106700005 73.913779380400015 38.052786106700005
decision_type=2 2 2 2 2 2 2 2 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 10 -7 -8 9 -6 -1 13 21 24 20 17 -17 -16 19 -18 -14 -13 -15 -24 25 28 27 -26 -10 -30
right_child=1 -3 -4 -5 8 6 7 -9 11 -11 -12 12 14 22 15 16 18 -19 -20 -21 -22 -23 23 -25 26 -27 -28 -29 29 -31
leaf_value=0.015089578867081996 -0.042215277789230517 0.028425502152526812 0.027519553605080394 -0.040913848758826032 -0.10869515279555508 -0.11134074081814847 -0.10389252565423129 0.051100232557050262 0.0071731708059316578 -0.005173621775132438 0.06169978638185511 -0.024521539832917692 0.038352013861270524 0.098455193723999426 -0.0077596365680220984 0.066968205608451667 -0.1040162089858294 -0.09344509908242804 0.020549172024449468 0.08359768974080907 -0.018954584269012514 -0.076395967158649006 0.074154648866966918 -0.022951601765013759 0.057153135634410268 0.066812865521142656 0.00059536914835975764 -0.10753376405708009 0.01013587200727775 -0.10662352143232175
leaf_weight=0.87158816185546972 0.71632839978593665 0.45305934218958899 0.92322166620715407 0.55242866729093876 0.22476215374762532 0.22453246539953386 0.12109060785817871 0.41338542221274099 1.1073774884935184 0.2850256236159936 0.72762990096816793 0.51100363893300427 0.84684788230515573 0.14626180788036336 0.29865174455335342 0.34041217041158234 0.27537314878333063 0.3347916114871623 0.2727617446303725 0.091220713151869859 0.39046383730919842 0.43327246233820915 0.13237907621879685 0.15787166714994783 0.25985945345701011 0.63598615963564942 48.331303214956534 0.51770220494108798 0.16016465163556848 0.17397180843181559
leaf_count=36 38 21 40 30 31 18 27 67 162 53 17 36 31 6 15 16 80 26 21 6 33 11 7 40 28 17 1903 44 20 20
internal_value=-5.88171e-05 -0.0148467 0.000230547 -0.000197641 0.000188265 0.0176364 -0.0216808 0.0159852 -0.000547449 -0.0508156 0.0362968 -8.5032e-05 -0.0123251 0.000814736 -0.000400078 -0.0162519 0.00753688 -0.0530467 -0.0241061 -0.0573316 0.0202675 -0.0483236 0.047177 0.0213371 0.000419363 0.0161297 -0.000245245 -0.0524958 -0.00623141 -0.0506562
internal_weight=60.9307 1.16939 59.7613 58.8381 58.2857 2.35823 0.759008 0.534476 55.9275 0.509788 1.59922 55.4177 3.7948 51.6229 2.85052 1.61321 0.979768 0.633443 0.639356 0.366594 1.23731 0.944276 0.436513 0.290251 51.1864 2.0775 49.1089 0.777562 1.44151 0.334136
internal_count=2900 59 2841 2801 2771 165 112 94 2606 84 53 2522 275 2247 228 164 123 41 107 86 64 47 53 47 2194 219 1975 72 202 40
is_linear=0
shrinkage=0.1


Tree=294
num_leaves=31
num_cat=0
split_feature=3 4 2 3 4 4 1 4 2 2 2 3 3 1 0 2 0 4 2 2 0 2 2 3 3 4 1 2 0 4
split_gain=0.0331845 0.0596129 0.0915029 0.0536005 0.121419 0.0676994 0.089616 0.0735211 0.0547194 0.0409898 0.21773 0.306463 0.235772 0.190508 0.162268 0.32463 0.323003 0.338643 1.07151 0.32962 0.242256 0.423741 0.226497 0.189467 0.545902 0.244247 0.530218 0.284222 0.191181 0.492748
threshold=-0.54481999999999997 48.919835655300012 -0.16297999999999999 -0.27223499999999995 39.530201452500002 32.785955158400007 69.276189105400007 34.542090938800008 -0.093604999999999994 -0.065399999999999986 -0.074434999999999987 0.089185000000000028 0.09721500000000001 61.409760615700009 86.232294534150014 -0.080319999999999989 87.568458224950021 42.541806567400009 -0.12350999999999999 -0.083135000000000001 86.036037090600004 -0.085249999999999992 -0.086894999999999986 0.10332500000000001 0.10133000000000002 41.134354310300004 65.848404989100018 -0.59511499999999995 91.625341543800019 38.238138001450004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 6 -5 8 -7 10 14 -12 -13 -11 15 20 17 18 -16 -19 21 22 -9 24 28 26 -25 -28 -18 -30
right_child=3 -3 -4 5 -6 7 -8 9 -10 13 11 12 -14 -15 16 -17 23 19 -20 -21 -22 -23 -24 25 -26 -27 27 -29 29 -31
leaf_value=-0.10295918325207327 -0.0028292663252768887 0.069772799336871305 0.038852820058147462 -0.0082032407706567785 -0.10483250708462746 0.047865249826907645 -0.10513906888869201 0.0039027453478622503 0.0021522159731676891 -0.052300700839905317 -0.074280341526345037 0.028633843518552846 -0.039841155382841845 0.0053329218430654499 0.01503199460702917 0.067716245227904162 0.017505550464682353 -0.032566511976902926 -0.094001733241851126 0.039290786533979882 0.048335461128093553 -0.056995777627153181 0.080336461815344415 0.077258011814924699 -0.12347973205721255 0.067673000628879362 0.060358848042257579 -0.10676575345746663 -0.083176751105154656 -0.00016339900206022981
leaf_weight=0.068168157840318599 0.43658146353663951 0.18698574416339397 0.13682595674617815 0.29969271514505536 0.15926803183492666 0.56123465935706918 0.13988744669858733 6.0903455439492955 0.49088877600888625 0.59140698265037883 0.96652497190734665 1.0009710311787787 1.0104282620617935 18.979973753161289 1.6765416739508512 0.91908687926478805 5.2170063202793342 1.2560660494445985 1.9491903404705251 1.2980984561145303 1.1366845984011886 1.1535212740236591 0.4140555174089976 0.45993297919630893 0.35668268646099832 0.96381951448756797 0.13315039876761137 0.43163934664380588 0.76307870823859403 11.357682626053487
leaf_count=31 52 5 24 39 56 40 100 291 39 90 31 14 26 828 28 12 107 27 36 13 20 35 7 6 21 33 10 61 110 708
internal_value=-6.15199e-05 0.0289404 -0.00830494 -0.000250318 -0.0300943 4.79586e-05 -0.0390511 0.00033839 0.0265369 -0.000135824 -0.00202785 -0.0280023 -0.00576463 0.00359135 0.000146338 0.0111663 -0.0039926 -0.023937 -0.0435844 0.00395339 0.00525653 -0.00113778 0.00876834 0.00226936 -0.00101968 0.031536 -0.00245333 -0.0673658 0.00149964 -0.00538962
internal_weight=60.6054 0.39198 0.204994 60.2134 0.595849 59.6176 0.43958 59.178 1.05212 58.1259 38.5545 2.97792 2.0114 19.5714 35.5766 9.71369 25.8629 6.1799 3.62573 2.55416 8.79461 7.65792 6.5044 19.683 17.6945 1.98854 1.02472 0.56479 17.3378 12.1208
internal_count=2900 60 55 2840 108 2732 139 2593 79 2514 1596 71 40 918 1525 365 1160 104 64 40 353 333 298 1056 946 110 77 71 925 818
is_linear=0
shrinkage=0.1


Tree=295
num_leaves=31
num_cat=0
split_feature=1 0 3 1 0 0 4 3 3 0 0 1 3 2 1 0 0 0 1 1 2 2 3 0 4 1 4 4 2 0
split_gain=0.0271554 0.4183 0.306529 0.285902 0.174424 0.427505 0.227194 0.149055 0.580612 0.271376 0.384235 0.323192 0.767005 0.238194 0.20128 0.523445 0.37368 0.272424 0.231669 0.200305 0.23617 0.271902 0.184534 0.174716 0.18061 0.166947 0.13411 0.196627 0.13269 0.130542
threshold=71.090898343450007 95.502098167950024 -0.084259999999999988 70.865067860500019 94.047642319350018 94.776214472700005 40.496232821400007 0.088990000000000027 0.087530000000000011 96.249489528150022 97.152811460000024 77.52437864960001 0.10818500000000002 -0.11600999999999999 75.085947125300024 97.483491810050012 98.327667663000014 99.378854792050006 78.285212300550015 74.986474174450009 -0.096499999999999989 0.06041500000000001 0.09117500000000002 102.84427732220001 44.710446918150005 78.433077497700012 41.061442884200012 39.468990633150007 -0.10710499999999999 93.867515624600017
decision_type=2 2 2 2 2 2 2 2 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 29 28 -7 8 14 -9 -11 12 13 -12 19 -16 -17 -18 -19 20 -3 -22 -13 26 -25 -20 27 -24 -6 -1
right_child=1 7 -4 -5 5 6 -8 9 -10 10 11 22 -14 -15 15 16 17 18 25 -21 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00040410114872104158 -0.010355668330572285 0.04736654157920632 -0.10402961946808098 0.048861639182297037 -0.021204078068068555 0.045086917965550845 -0.03656019679272042 -0.10560049217121981 0.076256561200693129 0.061173462137366255 -0.032626625416935388 0.052138791611776772 0.031243701308665946 -0.11634266725908533 -0.086862123292262464 0.069064564917643553 -0.10939792328412866 -0.11018491964789841 0.10055995268935705 0.080061789334567326 -0.10621430404662376 0.026245919367633937 0.024149938455097865 -0.10400265243481938 0.075967956627225552 -0.0016295517056192776 0.038772634699540232 -0.053432804000432516 -0.10767179114914492 0.035885204895004165
leaf_weight=39.88534228638332 0.719414968516503 0.68003776337900479 0.67906135666294065 1.2235522881092027 0.25003773249773087 0.73667052981909342 0.63423079982021591 0.2821070454083382 1.154903680548159 0.76260460334015068 0.52852413381515373 0.69185542761414387 0.88422950371750619 0.95216605141467892 0.77116578711138561 0.70731050090398673 0.25952424862771328 0.18777782393499398 0.17010195809416506 0.52062841577571806 0.30071030312683245 0.31974570296006277 0.65754779467351976 0.29653648387822062 0.068676022357067268 2.657645811449342 0.74491477175615717 0.6491954276280012 0.61151623349178341 1.0646245960779186
leaf_count=1291 50 26 141 23 20 16 47 19 51 15 38 49 44 36 30 18 13 35 5 8 26 16 43 143 15 553 28 24 51 26
internal_value=-6.89876e-05 -0.00365141 -0.0558411 0.00119327 -0.000157385 -0.0273772 0.00731387 0.00147117 0.0108639 -0.00966678 -0.00532707 -0.0145921 -0.0424517 -0.0864607 -0.00062304 -0.011453 0.00314966 -0.0110859 -0.00262495 0.0276455 0.00666156 -0.0379523 0.00660168 -0.00643381 -0.0701603 0.00451761 0.00491004 -0.0143935 -0.0825774 0.00132655
internal_weight=60.0524 15.6464 1.39848 44.406 43.1824 2.23246 1.3709 14.2479 7.72955 6.51836 6.23625 5.47365 2.36492 1.48069 6.57465 4.75353 3.98236 3.27505 3.01553 1.82112 1.30049 0.620456 3.10873 2.41687 0.365213 2.82775 2.05166 1.30674 0.861554 40.95
internal_count=2900 1426 191 1474 1451 134 63 1235 781 454 435 420 118 74 730 654 624 606 593 76 68 42 302 253 158 558 95 67 71 1317
is_linear=0
shrinkage=0.1


Tree=296
num_leaves=31
num_cat=0
split_feature=3 2 3 4 3 3 3 0 2 3 2 3 3 1 3 3 3 4 0 0 2 4 3 3 2 0 1 3 4 4
split_gain=0.0281853 0.120258 0.0496215 0.12456 0.0904857 0.147517 0.147773 0.138598 0.107616 0.0622241 0.121076 0.0871962 0.0683214 0.192767 0.178964 0.357827 0.063631 0.440562 0.378111 0.586815 0.2587 0.321995 0.255052 0.214364 0.40116 0.16254 0.470485 0.151472 0.132742 0.111578
threshold=0.4172550000000001 -0.033594999999999993 0.13062500000000002 41.289992964000007 0.11614000000000002 0.11263500000000003 0.11112000000000002 86.692020874450009 -0.013805 0.10721500000000002 -0.072569999999999982 0.10500500000000003 0.10332500000000001 62.106071271500007 0.10236000000000002 0.10176000000000003 0.095845000000000027 42.102795028150005 89.738043936200015 85.839779647100016 -0.58350999999999986 38.938637541200009 0.093295000000000031 0.092290000000000025 -0.099224999999999994 97.483491810050012 82.987325570650015 0.09721500000000001 41.24714903835001 40.305698932850007
decision_type=2 2 2 2 2 2 2 2 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 9 -6 -7 11 -11 12 14 -14 15 16 22 18 19 -18 -20 27 23 29 -25 28 -27 -22 -24 -1
right_child=1 -3 3 -5 7 8 -8 -9 -10 10 -12 -13 13 -15 -16 -17 17 -19 20 -21 21 -23 25 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0084399074205449842 -0.041335305584425247 0.024844557007467793 -0.019760083204571972 0.046114317335584236 -0.06499822846044398 0.07193313578734245 -0.054274699144526622 -0.0024577476310201751 0.0056838414597940555 -0.013912763469064206 0.044870857423198712 -0.026546820008078838 -0.014808272877823263 0.049555736166931291 -0.040750349261993252 0.073351607841900757 -0.043347768929588394 -0.071805037780987985 0.043279131130010508 0.057417953801787484 0.064146019470616794 -0.090319386748856353 0.057829696587903483 0.030929849686056637 -0.094462762709058234 -0.079049074072840939 0.081358650064259172 -0.040148686698578601 0.011801129596114105 0.0033805498049986819
leaf_weight=11.453544737148688 0.70479863093834183 0.44981261035172682 0.47189338561048433 0.73276817143778317 0.53836486407453676 0.49189827567170141 0.5010842172480342 1.036716917067906 0.48889536809616529 0.59449206805766153 0.85331027958636585 1.234273065620086 0.88247794983908423 0.98433235831180355 1.0731339095912051 0.66561278498374932 0.83778495094884364 0.96859538448006777 0.35483880842366455 1.8632751670666037 0.25331814495530125 0.86763367438190642 1.5448402861984503 0.41836935643081574 0.65392381343144623 0.4474774072295985 0.30919479384500903 0.30925878147382946 1.0540405918836766 26.374474014398231
leaf_count=677 38 21 32 28 32 24 20 38 16 26 35 44 17 27 23 22 25 44 9 29 21 41 35 21 35 33 29 32 39 1387
internal_value=-8.15039e-05 -0.015553 0.000225115 0.0203098 -0.000198953 0.000472052 -0.000219693 -0.0238342 0.0389099 0.000281918 0.0207333 -0.000281533 0.000350209 0.0191296 -0.000358751 0.00053726 -0.000478577 -0.0106431 0.00256243 0.0261636 -0.0331498 -0.052112 0.00083353 -0.00144827 -0.0455392 0.027286 -0.0135025 0.00681332 0.0391617 -0.000198441
internal_weight=59.4144 1.15461 58.2598 1.20466 57.0552 55.4801 54.4993 1.57508 0.980794 53.9982 1.4478 52.5504 51.3161 1.86681 49.4493 48.3762 47.7106 5.4547 4.48611 2.70106 1.78505 1.43021 42.2559 38.9003 1.07229 3.35555 0.756672 0.562577 2.59888 37.828
internal_count=2900 59 2841 60 2781 2711 2671 70 40 2651 61 2590 2546 44 2502 2479 2457 201 157 54 103 94 2256 2120 56 136 62 53 74 2064
is_linear=0
shrinkage=0.1


Tree=297
num_leaves=31
num_cat=0
split_feature=1 3 0 0 3 1 0 1 4 4 4 2 0 4 0 0 0 1 2 3 4 3 3 0 2 4 2 2 2 0
split_gain=0.0272888 0.288969 0.254952 0.380255 0.275956 0.198858 0.256528 0.186114 0.143426 0.267325 0.26565 0.226118 0.217364 0.478262 0.371125 0.352369 0.225032 0.201052 0.17304 0.155968 0.12938 0.154768 0.262397 0.261153 0.416389 0.255407 0.224168 0.34428 0.559901 0.340894
threshold=66.697957758300021 0.25847000000000003 90.337570099350003 90.837623311600012 0.084795000000000023 67.649671936450019 90.837623311600012 65.630639880500027 38.703421923500009 38.512991772500008 39.211875820650008 -0.071129999999999985 94.776214472700005 36.735256530150004 95.071944867050021 96.588235252600015 98.851916998450022 78.220689305400015 -0.016334999999999999 0.077470000000000025 39.468990633150007 0.11906000000000001 0.10970500000000002 93.972365491700018 -0.033594999999999993 39.893178577750007 -0.079824999999999993 -0.074434999999999987 -0.058529999999999992 97.483491810050012
decision_type=2 2 2 2 2 2 2 2 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 7 -4 -5 6 -2 -1 9 12 11 -10 13 19 -14 -16 -17 -18 -15 -7 -12 22 23 24 -22 -25 29 -28 -29 -27
right_child=1 -3 3 4 -6 8 -8 -9 10 -11 20 -13 14 18 15 16 17 -19 -20 -21 21 -23 -24 25 -26 26 27 28 -30 -31
leaf_value=0.0010539839252953259 0.013057505604641449 -0.10488286844016188 0.074987696179177221 0.043165929794284408 -0.059554505801630457 0.049214797882832055 -0.088899538498587408 -0.037343137358527914 -0.00090884437619489968 -0.10512113635851038 -0.038254866927126596 0.07658636444807404 0.086267615300032713 -0.11807370808457998 -0.10670550919713505 0.039369181338934585 -0.10742044500469408 0.0014347758324507534 -0.037041148939012399 -0.023332569411636125 0.063195663492247395 0.054470496573709407 -0.090671120706305341 -0.076670583817986623 -0.042642886827767748 -0.03691624933661352 0.064989434677361443 -0.11581514352706641 0.015659543505587039 0.0070803988847989276
leaf_weight=31.376855418764535 0.43345659784973267 0.27339466406395629 1.132647501304745 0.51867173588834681 0.5275362902393681 0.57990846093889847 0.57298525666010391 1.3152698531048361 0.64535069102673503 0.30382735550915629 0.80013596801349507 0.90385664844217461 0.52310357776150374 0.5655881798666087 0.30766914246487465 1.0518911605686296 0.24035927474869812 0.576938206069606 0.49343823659000896 0.60603249675477855 1.484516476027238 0.56261286025983359 0.30557131501848367 0.44650592944208156 0.49588307243242979 2.9309629387134981 1.1524758680243392 0.36192049782039282 3.0843225059038479 4.4121525231482508
leaf_count=1037 12 39 36 23 18 18 44 27 33 16 36 29 13 28 22 46 49 251 15 24 64 21 22 36 53 170 26 19 248 425
internal_value=-7.20252e-05 -0.0026585 0.00171664 0.0348377 -0.00862946 -0.00148627 -0.0449885 -0.000490809 0.000431066 -0.0140758 0.00476074 0.0443043 -0.00848173 -0.0314743 0.0106362 -0.00753821 0.00878476 -0.0305785 -0.0803177 0.0121421 0.000940763 0.00299904 0.00102563 0.00297569 0.0366942 -0.00241455 0.000361888 0.0176749 0.00185222 -0.0104806
internal_weight=58.9858 24.1149 34.871 2.17886 1.04621 23.8415 1.00644 32.6921 22.835 5.24876 17.5863 1.54921 4.94493 2.24497 2.69996 2.17686 1.86919 0.817297 1.05903 1.18594 16.0371 15.2369 14.6743 14.3687 1.9804 12.3883 11.9418 4.59872 3.44624 7.34312
internal_count=2900 1759 1141 77 41 1720 56 1064 1664 482 1182 62 466 85 381 368 346 300 43 42 1120 1084 1063 1041 117 924 888 293 267 595
is_linear=0
shrinkage=0.1


Tree=298
num_leaves=31
num_cat=0
split_feature=0 1 0 0 3 4 3 3 4 2 3 2 2 3 4 4 2 2 4 1 2 3 3 1 0 1 3 4 3 1
split_gain=0.0289936 0.217757 0.121322 0.101111 0.246748 0.0975533 0.09626 0.142838 0.135687 0.109916 0.0898925 0.100058 0.161887 0.138302 0.197086 0.35319 0.157738 0.318243 0.15031 0.13552 0.0998079 0.121069 0.136266 0.0762692 0.0697427 0.145094 0.136589 0.105947 0.0814738 0.0668331
threshold=100.53758024625002 77.172190634500012 99.870842629900025 98.851916998450022 0.12191500000000002 42.801286935650005 0.10500500000000003 0.11360500000000003 36.735256530150004 -0.61225999999999992 0.093925000000000022 0.25828500000000004 0.06041500000000001 0.090720000000000023 42.428475018400007 45.027406014450008 -0.081844999999999987 -0.08459499999999999 41.986601436450009 83.366398167100016 -0.43448999999999999 0.10236000000000002 0.09660500000000001 81.524804347700012 106.87158760155002 84.600400448950026 0.079095000000000013 47.833738492450003 0.070195000000000021 79.215418813700012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 8 -8 -3 -10 11 12 13 14 16 -16 17 18 19 -11 -12 22 -22 -14 26 -26 28 -27 -17 -4
right_child=1 6 29 4 -6 -7 7 -9 9 10 20 -13 23 -15 15 24 -18 -19 -20 -21 21 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.00053784679652394275 -0.1049085200429678 -0.10140860092606041 0.0019269144446489969 -0.093519779502873143 0.046393647586123812 -0.0039975719226832997 -0.11674640068449776 0.0064281162466023698 -0.10425702063121761 -0.055943529751432089 0.094344784522128008 -0.064179640577041924 0.093803104356861233 -0.074790253868136078 -0.093289291150903994 0.060957210457002357 0.070921714199616639 -0.11394281214208785 0.097345778731336513 0.063947211757762357 0.043901532440976582 0.071820321557167693 -0.10344044375658612 0.0097715540487254109 -0.10423322016148834 0.097250619189956117 0.099123064469385375 -0.010172758579158205 -0.10269434851938924 0.055184746524534735
leaf_weight=51.333042614156739 0.21849888746237311 0.12568464601941531 0.37851949631658388 0.44149339512841734 0.2673276194891514 0.16806189731141785 0.17753568073925396 0.20043450525976425 0.091962847075591436 0.21494689929522792 0.22421813071629515 0.22713960983151071 0.27065541921183456 0.25282752457547975 0.48092095310994387 0.052681436762213707 0.55156876724572856 0.18419880536112032 0.24184455688691742 0.16795227366435483 0.1198910585417251 0.19446326943580061 0.13173706672068874 0.17973777307474847 0.124752606585389 0.12216973047497959 0.20554380517569371 0.36945234683298622 0.071995853086264106 0.62416971634957008
leaf_count=1870 39 155 38 46 10 23 36 36 16 25 15 44 12 35 75 4 45 18 13 73 12 6 30 52 11 22 10 70 41 18
internal_value=-7.22351e-05 -0.00719708 0.00062439 -3.73222e-05 -0.0337079 -0.0688374 -0.00291368 -0.051428 0.00106713 0.00394162 0.00620886 0.000132354 0.00431647 -0.00397084 0.0024513 -0.0235048 0.0296858 0.00156947 0.035627 -0.00335548 0.0399169 0.0125599 -0.0332377 0.0602688 0.0119494 -0.00791829 0.0490334 0.0165223 -0.0335446 0.0350797
internal_weight=58.4154 5.20281 53.2126 52.2099 0.876883 0.609555 4.98432 0.37797 4.60635 4.48066 4.3887 3.71839 3.49125 3.04086 2.78803 1.42752 1.36051 0.808943 0.624744 0.382899 0.67031 0.446091 0.251628 0.450393 0.946596 0.616375 0.330221 0.491622 0.124677 1.00269
internal_count=2900 895 2005 1949 79 69 856 72 784 629 613 550 506 442 407 233 174 129 111 98 63 48 42 64 158 103 55 92 45 56
is_linear=0
shrinkage=0.1


Tree=299
num_leaves=31
num_cat=0
split_feature=3 4 3 4 4 4 4 4 4 4 2 2 0 2 0 1 4 4 3 3 2 2 1 0 4 2 3 2 2 1
split_gain=0.0280012 0.0500418 0.0465694 0.184342 0.0460881 0.03874 0.137576 0.0661715 0.0704192 0.161548 0.19615 0.113229 0.0666605 0.065413 0.0757679 0.108922 0.0598231 0.145587 0.17155 0.503469 0.25043 0.14609 0.139194 0.445159 0.0881311 0.292993 0.283872 0.509438 0.29242 0.277224
threshold=-0.54481999999999997 48.919835655300012 -0.397505 35.616518500750011 40.496232821400007 49.110028829250005 49.49736495185001 48.680511450650009 45.90502654165001 47.001379125850008 -0.23378499999999999 -0.22699 105.70748523110002 -0.25716999999999995 85.57362229215002 86.858705278550005 43.411469133450005 43.673409002000007 0.083415000000000031 0.090865000000000015 -0.10001 -0.091779999999999987 61.971648364950006 86.135510041400025 42.599563320500003 -0.08725999999999999 0.084795000000000023 -0.082509999999999986 -0.02852 62.399113207700005
decision_type=2 2 2 2 2 2 2 2 2 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 7 -7 8 16 -10 -11 -12 -13 -8 -15 -16 24 21 22 20 -20 -18 -19 -24 -4 -26 -27 -28 -29 -30
right_child=2 -3 5 -5 -6 6 13 -9 9 10 11 12 -14 14 15 -17 17 18 19 -21 -22 -23 23 -25 25 26 27 28 29 -31
leaf_value=0.042127928376299181 0.033734393683713552 0.065510119446319959 0.0010213519259325205 -0.10581228465420317 -0.055749852400289714 -0.092052379706692986 0.088224831934284181 0.024833882877331227 -0.08916552238185893 -0.075449911304819026 0.07398033988218479 -0.033854175798951801 0.037384629419439333 0.04368219005851777 -0.10303920519976467 0.00070865303423579471 0.078543209126820057 0.078354752333710975 -0.0061157772856056669 0.037969551089011511 -0.11586004012441625 0.0037624448634438752 -0.081864707508134793 0.038536556957109086 -0.040260969857617131 0.051120081356802009 0.03675019167895005 -0.080806580622744026 0.05478027578486392 -0.064508942694633808
leaf_weight=0.093895107886281859 0.19163792714698402 0.1782145518809557 42.820065060287 0.18707422656143535 0.098656208403554047 0.20739038952694855 0.075636456007487141 1.0801570247858752 0.28730318970110502 0.29102894413881575 0.26437109801918257 0.3320044952997705 0.2173368197545642 0.18867609812878072 0.14619199898697843 0.32877437512070173 0.56538998820315101 0.35205680078797819 0.33756586164236069 0.74631886044517159 0.54146019369545662 0.48562360670848537 0.40625827211988497 1.2578902027034926 2.2856529785414921 0.98801192831990547 1.319590749206327 1.0066322636048424 0.42888162398412544 0.35697008105307759
leaf_count=18 22 5 1779 38 37 31 5 38 56 40 7 15 34 6 96 89 25 35 13 36 48 35 23 79 131 50 23 39 20 27
internal_value=-7.06014e-05 0.0273229 -0.000246637 -0.0351981 -0.00802104 -1.57025e-05 -0.0200772 0.000321204 -0.000157677 -0.0223643 -0.00499169 0.0202081 -0.00566985 0.000114001 -0.00992814 -0.0312244 0.000415858 0.0112041 0.00174134 -0.0224326 -0.0737158 0.0439906 0.0212289 0.00914374 -0.000612973 -0.0115721 0.00442099 -0.0104049 -0.0451195 0.000593612
internal_weight=58.0667 0.370766 57.696 0.378712 0.192551 57.3172 0.946669 56.3706 55.2904 1.39204 1.10474 0.813712 0.549341 0.739279 0.663642 0.474966 53.8984 4.69256 3.64155 1.62534 0.879026 1.05101 2.01621 1.66415 49.2058 6.38574 4.10009 3.11207 1.79248 0.785852
internal_count=2900 60 2840 60 55 2780 227 2553 2515 152 96 56 49 196 191 185 2363 294 234 97 61 60 137 102 2069 290 159 109 86 47
is_linear=0
shrinkage=0.1


Tree=300
num_leaves=31
num_cat=0
split_feature=3 3 1 3 3 2 3 4 3 3 3 2 1 3 0 4 0 2 3 1 0 0 0 3 1 3 1 3 2 4
split_gain=0.0270054 0.242586 0.594469 0.282245 0.518023 0.274192 0.196184 0.195916 0.189057 0.165926 0.144877 0.314948 0.159652 0.408881 0.296584 0.296043 0.279551 0.412689 0.260758 0.17925 0.394158 0.15448 0.21909 0.153091 0.23675 0.139982 0.317183 0.397073 0.139246 0.121433
threshold=0.085765000000000022 0.084795000000000023 63.565904036300005 0.083905000000000021 0.083795000000000022 -0.09715 0.08594000000000003 42.526729949000007 0.086355000000000029 0.084365000000000009 0.082975000000000021 -0.082509999999999986 62.020040611300011 0.08079500000000002 86.530713386650021 43.022303514600004 89.872466842800023 -0.075174999999999992 0.08079500000000002 61.971648364950006 85.328972602300013 93.679323555450011 94.73051068445001 -0.2485 65.036490633650018 0.087605000000000016 62.837331883000012 0.087265000000000023 -0.096499999999999989 42.718072821900002
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -2 -7 -8 -5 12 28 14 21 18 16 -15 -18 19 20 -1 23 29 24 -14 26 -10 -28 -12 -23
right_child=6 2 5 9 -6 7 8 -9 25 -11 11 -13 13 15 -16 -17 17 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00050920056208597902 0.048220570199737231 -0.11846544771840783 0.052827574353324927 0.08335251486778017 -0.11878554218119751 -0.11195055392391128 -0.051424396529066087 0.010680120197065665 0.052398410888723872 0.0082425604118930018 0.028629892136170849 0.080048155343358227 -0.084329831643037215 -0.12372115426692379 0.085729352709523851 0.0038129811895745731 -0.09691110999788867 0.06430077947303707 0.064005991367073689 0.032599849825108142 -0.096168174121343139 -0.10809913343552741 -0.0065815984548991194 0.020148590411231782 0.016728226000286891 -0.00051933899876525946 -0.057470402636255816 0.047780231504614357 -0.035959123229311288 0.00027848923814814485
leaf_weight=1.8353863019979324 0.8803462528971967 0.60720127882086572 0.57105401613461015 0.61912918023517594 0.37710900288584426 0.24755632640062675 0.68940445620734081 0.27499722498521351 1.6132305851642734 0.56027652449483867 0.67330219762833121 0.68420692620111268 0.3907385055999838 0.66775891184806713 0.49577419104753051 0.66071923913250419 0.39407395642436416 0.26596115443106794 0.5996596791082992 0.81599352440389328 0.54752024978370162 0.35360938760277338 4.4526543186222369 3.9382367315545235 0.56997305209006299 31.630830064026554 0.82843167211075275 0.63181516747681599 0.66193000660859991 0.14609997574643785
leaf_count=247 22 23 26 25 12 22 34 25 30 24 23 21 24 10 11 39 32 17 14 27 25 22 583 167 32 1215 60 25 19 44
internal_value=-7.21947e-05 -0.00288847 -0.0391238 0.000238321 -0.00278061 0.00492895 0.00159012 -0.0474154 0.000430284 0.0476715 -0.000370817 0.02488 -0.00353135 -0.00952221 0.012986 -0.0508849 -0.0781029 -0.0319508 0.00349175 -0.00785213 -0.0217044 -0.00117305 -0.0136278 0.0114175 -0.0243739 0.00146038 0.0218348 -0.0119309 -0.00338956 -0.0764128
internal_weight=57.685 21.4109 1.70081 19.7101 18.5307 1.09361 36.2741 0.522554 35.3937 1.17941 18.1536 2.01944 16.1342 11.8398 4.29433 1.98851 1.32779 0.660035 3.79856 3.1989 2.38291 9.85131 4.95236 4.89895 0.960712 34.7043 3.07348 1.46025 1.33523 0.499709
internal_count=2900 1514 96 1418 1369 73 1386 47 1364 49 1357 63 1294 970 324 98 59 49 313 299 272 872 649 223 56 1330 115 85 42 66
is_linear=0
shrinkage=0.1


Tree=301
num_leaves=31
num_cat=0
split_feature=0 0 3 3 0 3 3 0 0 3 0 1 1 1 4 1 0 0 3 1 0 3 1 0 3 4 4 4 4 0
split_gain=0.0272593 0.270165 0.158252 0.192929 0.30548 0.267703 0.222755 0.366782 0.257225 0.211417 0.13443 0.127198 0.197021 0.379864 0.233854 0.157311 0.115242 0.113754 0.324142 0.244721 0.226081 0.223483 0.215962 0.295417 0.182286 0.469231 0.464936 0.264006 0.445555 0.176383
threshold=87.568458224950021 87.735142629050017 0.12064000000000002 0.10661000000000002 86.280686780500005 0.10461500000000003 0.10017000000000002 86.780739992750014 86.950112854950021 0.10273500000000002 85.775256651950016 62.014663695050011 64.434276012450013 64.84561010645001 42.541806567400009 62.837331883000012 85.737618238150006 85.716110573100011 0.095645000000000022 61.993156030000002 85.807518149550006 -0.17732499999999998 61.960894532450006 85.656964494200011 0.094165000000000013 41.532441862050007 40.621691032550004 42.049402686800001 42.871500973550006 84.95796538030001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 16 6 7 17 -9 -8 -4 -3 14 -14 15 -13 -5 18 19 22 -19 -21 23 29 25 26 -22 -27 -29 -1
right_child=1 11 10 4 -6 -7 9 8 -10 -11 -12 12 13 -15 -16 -17 -18 20 -20 21 24 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-0.011759709216857882 0.068368872969971781 -0.075443908305359686 0.0055008066156466071 0.030665959887292815 0.076864919364549061 -0.070776492111829556 0.051852375151206942 -0.075800807012497487 -0.014339146141942325 -0.004994626553334696 -0.058284183955152925 0.019227613063663149 -0.11454178234811525 -0.00062847218383195892 -0.0036370064608808061 0.075097034134637877 -0.0337823360845294 0.041649268156302377 -0.078162236774479657 0.017903553777109879 -0.0058305339418685681 -0.091798936481430241 0.058666297874843287 -0.10958844991203459 0.041186342654795136 0.048923441428634945 -0.087838152532004277 -0.05345559006446237 0.027755749909646795 0.036130643508903826
leaf_weight=2.1762218351073166 0.59932726784973311 0.21848916896851989 0.52135348932279046 0.51544417440527357 0.80246894247829903 0.57202212506672268 1.4255915834219188 1.1131248921155923 1.7537604846493193 1.2090856963768599 0.90219206244364614 1.0618967791087959 0.29594947258010762 26.975293669145849 1.8250515693798659 0.95922191743738938 0.60090237518306822 1.5930594983510662 0.6311885997201897 0.28875537547810382 1.9232047894620321 0.52031753109167755 0.6876562673569423 0.24036301612795785 0.97771229967474926 1.5643594672437755 1.0793012374197131 1.0666193290235244 1.842650383201544 1.1893745685665633
leaf_count=294 11 5 25 25 14 15 31 20 38 22 40 17 9 1840 37 28 18 26 23 23 43 105 16 9 18 16 26 34 34 38
internal_value=-7.85119e-05 0.00186172 -0.00253764 -0.000598341 0.029804 -0.00326767 -0.00145318 -0.00529871 -0.0382029 0.0257646 -0.0349238 0.000589715 0.00112358 -0.00186467 0.0223117 0.0457432 -0.004025 0.000678968 -0.0105596 -0.00219737 0.00709295 -0.0526465 0.00730908 -0.00248474 0.000581094 -0.00472917 -0.0353096 0.0157951 -0.00201859 0.00516435
internal_weight=57.132 31.9352 25.1967 23.7732 1.91882 21.8544 21.2823 18.6477 2.86689 2.63468 1.42355 31.3359 31.1174 27.2712 3.84617 2.02112 1.11635 15.7808 5.73388 5.10269 10.0469 0.809073 4.29362 3.60596 8.45385 7.47614 3.00251 4.47363 2.90927 3.3656
internal_count=2900 1947 953 888 57 831 816 763 58 53 65 1936 1931 1849 82 45 43 705 508 485 197 128 357 341 171 153 69 84 68 332
is_linear=0
shrinkage=0.1


Tree=302
num_leaves=31
num_cat=0
split_feature=2 0 2 1 3 0 0 0 3 0 2 3 0 3 4 0 0 0 1 4 0 2 2 4 1 0 1 1 3 4
split_gain=0.0252449 0.221909 0.399124 0.546905 0.71192 0.238745 0.511194 0.371819 0.204827 0.206362 0.288931 0.299696 0.234032 0.227478 0.218449 0.154897 0.268076 0.226265 0.308496 0.352269 0.283014 0.526955 0.148975 0.225646 0.132643 0.310236 0.256947 0.325249 0.215729 0.205363
threshold=-0.068524999999999989 85.968825637350008 -0.054494999999999995 62.079186690200011 0.087530000000000011 86.036037090600004 86.345209775600011 86.388225105700016 0.10500500000000003 85.807518149550006 -0.011399999999999999 0.10273500000000002 81.917319234750025 0.10211000000000002 40.982542372850013 86.597924839850023 86.866770652900016 87.29692395375001 64.071334164850015 42.072181850200003 93.262612545250008 0.049235000000000008 -0.074434999999999987 39.344049039350004 69.873026810350026 94.776214472700005 72.496961945650014 74.986474174450009 0.10611500000000003 37.572218886150004
decision_type=2 2 2 2 2 2 2 2 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 8 3 -3 -5 -4 -7 -8 9 10 13 12 -12 14 -2 -9 -17 -18 19 -19 21 -20 -1 -24 -22 -26 -27 -28 29 -29
right_child=1 2 5 4 -6 6 7 15 -10 -11 11 -13 -14 -15 -16 16 17 18 20 -21 24 -23 23 -25 25 26 27 28 -30 -31
leaf_value=-2.529770742879425e-05 0.064550405174028005 0.10224180485647692 0.077965502541230303 -0.064547930903918069 0.052392667875529556 -0.070009884704366351 0.10248717949383049 -0.058909147673167905 -0.086147718373115731 -0.057441969500740354 -0.074371906311860844 -0.13126486136436735 0.03984202600211046 0.10190078490941819 -0.060237883619474686 0.096567356907551194 -0.06070252246753443 0.090104145632684929 -0.082687664364838084 -0.012579939712943335 0.046626776718505847 0.011656249647408193 0.017105257681206892 -0.050369643323088679 -0.065797730826478676 0.051303545137075517 -0.10478151193569535 -0.10214526946376011 -0.053185659975473192 0.020853777326156307
leaf_weight=34.599934953213122 0.28578681073850054 0.95777948293835402 0.37915508821606358 0.79134743187387391 1.5215850095082712 1.0337427981430654 0.36622596345841785 0.42771149438340117 0.42587471230399376 0.71673178554920003 0.2837591483057651 0.23443274479359388 0.48784373315493212 0.40118018328212202 0.27552905474749423 0.29441934172063966 0.58376200753264029 0.80315563222393282 1.1258865322597542 0.57205462548881769 0.75500532720980107 1.2485868950695929 0.75925828632813308 1.4272908912034834 0.60365669857310411 1.1657747030112657 0.28594512134441163 0.14193835692676593 0.53235107721508246 3.1101921081584578
leaf_count=1770 11 13 5 26 39 38 4 15 31 22 93 4 32 6 40 8 9 31 28 14 26 86 25 31 41 43 28 85 45 251
internal_value=-7.51681e-05 0.00280272 0.00737073 0.0386965 0.0123826 -0.000258528 -0.00253118 0.00327373 -0.0217179 -0.0114996 0.00522782 -0.0322452 -0.00216047 0.044396 0.00329648 0.000155 0.002406 -0.000130794 0.00328738 0.04739 -0.00347459 -0.0330781 -0.00162506 -0.0269396 0.00718412 0.00208479 0.00991064 -0.00194434 0.00582576 0.0154855
internal_weight=56.5979 19.8114 16.7003 3.27071 2.31293 13.4296 13.0504 12.0167 3.11114 2.68526 1.96853 1.00604 0.771603 0.962496 0.561316 11.6504 11.2227 10.9283 10.3445 1.37521 8.96934 2.37447 36.7865 2.18655 6.59486 5.83986 5.2362 4.07043 3.78448 3.25213
internal_count=2900 1074 835 78 65 757 752 714 239 208 186 129 125 57 51 710 695 687 678 45 633 114 1826 56 519 493 452 409 381 336
is_linear=0
shrinkage=0.1


Tree=303
num_leaves=31
num_cat=0
split_feature=0 1 0 2 4 4 2 3 3 2 1 4 0 0 2 3 3 2 2 1 0 3 2 2 2 0 3 3 2 3
split_gain=0.0250831 0.0575065 0.0489116 0.0463246 0.143719 0.0332578 0.0478892 0.0257641 0.211808 0.198552 0.193801 0.10676 0.243971 0.290207 0.0910778 0.471401 0.384644 0.392818 0.297752 0.355239 0.329476 0.205044 0.332971 0.786976 0.306054 0.198246 0.192057 0.224026 0.174163 0.163612
threshold=112.07913100025002 85.804829691400016 122.45926784190002 -0.088329999999999992 46.177190236600005 48.315732392000008 -0.08756499999999999 -0.093074999999999991 -0.072169999999999998 -0.076709999999999987 61.987779113750001 48.008184682100008 95.897301513100004 99.983757871350008 -0.065399999999999986 0.082055000000000017 0.083795000000000022 -0.0086649999999999991 -0.078219999999999998 67.203387886850024 88.028184565250015 0.086785000000000015 -0.053019999999999991 -0.036264999999999999 -0.042409999999999996 86.280686780500005 0.084795000000000023 0.086520000000000027 0.06041500000000001 0.087530000000000011
decision_type=2 2 2 2 2 2 2 2 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 -3 6 -5 -1 9 10 -9 14 -13 -14 15 18 17 -16 19 20 -10 24 25 -24 -18 -23 -26 -28 -19 -25
right_child=1 2 -4 5 -6 -7 -8 8 11 -11 -12 12 13 -15 16 -17 21 28 -20 -21 -22 22 23 29 26 -27 27 -29 -30 -31
leaf_value=0.0059321738971390668 -0.10387130909295701 0.06524425302028275 -0.10086383662062536 0.10072317801098843 -0.10379937393693653 0.092699354893135744 -0.10094681798435934 -0.064541916902182972 -0.033076540895217353 -0.089232248899407424 0.062474525481304458 0.07637523810772584 -0.11050314918948556 0.030408521152304569 0.071768430154285592 0.00047814513222707144 -0.11822131026472951 -0.055337949884342 -0.11355510964366425 -0.093509221756509567 0.056072418741790253 -0.0048371595406808575 -0.093956829761636468 0.063685579571015671 0.048228467190049071 0.054520901970794955 -0.10888589618352168 0.029494175794281464 0.024714754408601242 0.00011389900015772641
leaf_weight=6.7317437159758802 0.074393979398108878 0.095606774527439597 0.049052910412797246 0.020936871800358858 0.10611761618702076 0.080006548727396876 0.026907658054454942 0.23631123965969891 1.4133881451359696 0.51761385921417868 0.24432662759409141 0.58536688587082497 0.20693258741812315 0.49762542061125714 1.5991818646944014 28.180097245284628 0.35950727015733719 0.4270842075930037 0.47417754420166147 0.62103499030672527 0.58662916556932021 0.84816464330651742 0.92472178755633372 0.42827740767097644 0.35242069024843548 1.6715109262131589 0.27089530096873204 0.20592056421446614 0.74732738775310281 7.3992226598960542
leaf_count=559 23 81 129 2 27 7 58 29 48 30 23 49 21 91 45 917 5 18 18 82 19 22 44 20 22 38 44 9 71 349
internal_value=-5.8401e-05 -0.0234935 -0.00770062 0.00616548 -0.0236816 0.0532584 -0.0126956 0.000132788 -0.000667249 -0.0462565 2.54032e-05 0.000284844 0.0286628 -0.010978 -0.000502208 -0.00359069 0.00583832 0.039518 -0.0406348 -0.0274427 -0.00692808 -0.00165838 0.00250743 -0.00671442 -0.0411594 0.03454 -0.00774991 -0.0491242 -0.00439705 0.00359219
internal_weight=55.9825 0.453022 0.378628 0.329575 0.201724 0.127851 0.0478445 55.5295 48.7977 0.998252 0.480638 47.7995 1.28992 0.704558 46.5096 31.2753 15.2342 2.77359 3.09523 2.62105 2.00002 12.4606 11.2719 8.75222 1.18874 2.51968 0.829237 0.476816 1.17441 7.8275
internal_count=2900 327 304 175 108 67 60 2573 2014 82 52 1932 161 112 1771 1084 687 134 167 149 67 553 473 413 80 60 75 53 89 369
is_linear=0
shrinkage=0.1


Tree=304
num_leaves=31
num_cat=0
split_feature=4 3 3 1 1 3 0 0 2 2 4 2 2 2 1 2 0 4 4 2 4 4 4 4 2 2 4 1 0 1
split_gain=0.0249066 0.122901 0.0991166 0.0970628 0.0759254 0.0521542 0.06136 0.0810186 0.0347335 0.0540582 0.138351 0.0986049 0.0453443 0.0353087 0.173937 0.165032 0.0439481 0.329908 0.0374027 0.141226 0.139443 0.0481694 0.274504 0.241905 0.242518 0.424506 0.308578 0.215099 0.207841 0.268746
threshold=49.275256100300005 -0.25095999999999996 -0.24299499999999999 64.84561010645001 90.740838818900016 -0.17732499999999998 99.983757871350008 104.15624488985002 0.68694500000000025 0.27148500000000009 38.938637541200009 0.36034500000000008 0.4063250000000001 0.20981000000000005 67.980352286500008 0.19122000000000003 94.109476856350014 41.169697216150006 34.542090938800008 -0.11808 34.394321486900004 40.259171735100004 40.496232821400007 40.21994457600001 -0.057185 -0.054494999999999995 40.036761086100007 62.020040611300011 93.262612545250008 69.873026810350026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 -3 -4 5 -5 -7 -8 9 13 11 -11 -13 15 -15 18 -16 -18 19 20 -1 23 -23 24 26 -26 -20 -27 -29 -30
right_child=1 2 3 4 -6 6 7 -9 -10 10 -12 12 -14 14 16 -17 17 -19 21 -21 -22 22 -24 -25 25 27 -28 28 29 -31
leaf_value=-0.074243866973019546 -0.10526723805890402 0.10300294279462657 -0.10647626452127695 0.092256777939387663 -0.10089162829327235 -0.10115489200301869 0.080575686415746695 -0.020855933849207378 0.028459854798530523 0.027106973438201523 -0.10576154395061071 -0.011604717628118547 -0.10643253429778093 0.061124965323208075 0.015640648523304126 -0.051168898861720706 -0.10521137966992421 0.068734863322133508 -0.0078911073120228794 0.037691543961757702 0.092790654171399561 0.042887490847188903 0.00027978967715210648 -0.073957404853514999 0.094783782118507728 0.050765523607911235 -0.093586824543332059 -0.036467371181973698 0.084455046458278227 -0.0019940486426199698
leaf_weight=0.24715567519226056 0.1331997271918226 0.081754498183727264 0.096185778362268048 0.076378945610485971 0.062239798625626008 0.050325222793617286 0.12613868461630773 0.20959977078928205 0.43139748961186697 0.37388385242593258 0.17089103917419379 0.099545789060016432 0.10219129687563111 0.52210879874473792 0.29956898093223572 0.62413749505549176 0.26551968741739529 0.18500580228192121 9.2720542296694326 0.91103070085590221 0.062646453268826008 1.584714718204167 32.987386331084906 0.48510699472422025 0.58758221217431117 0.84933110301790016 0.44013659862253085 1.36280903129591 0.42441697791218791 2.3546781673238115
leaf_count=115 15 1 9 4 56 56 29 49 37 16 37 4 41 30 6 22 36 14 466 81 4 54 1484 11 11 27 27 41 9 108
internal_value=-6.49221e-05 -0.0171968 -0.000500807 -0.0141299 0.00279916 0.0167548 0.0018175 0.0172525 0.000197126 -2.77778e-05 -0.0267518 -0.00329526 -0.0596404 0.000345357 0.0168055 -5.58571e-05 -0.0140434 -0.0337813 0.000562761 0.0178578 -0.0404671 0.000143395 0.00223284 -0.00443546 -0.00222987 0.0143867 -0.0117747 0.00492213 -0.00447844 0.0112083
internal_weight=55.4791 0.835822 0.702623 0.620868 0.524682 0.462443 0.386064 0.335738 54.6433 54.2119 0.746512 0.575621 0.201737 53.4654 1.2722 52.1932 0.750094 0.450525 51.569 1.22083 0.309802 50.3482 34.5721 15.7761 15.291 5.57882 9.71219 4.99124 4.1419 2.7791
internal_count=2900 219 204 203 194 138 134 78 2681 2644 98 61 45 2546 86 2460 56 50 2438 200 119 2238 1538 700 689 196 493 185 158 117
is_linear=0
shrinkage=0.1


Tree=305
num_leaves=31
num_cat=0
split_feature=0 1 2 2 0 1 1 0 3 2 3 0 0 4 3 3 3 3 2 3 0 3 0 3 4 3 3 0 3 3
split_gain=0.0234357 0.191864 0.111409 0.11425 0.14701 0.154952 0.244927 0.142965 0.222994 0.106494 0.103138 0.0909744 0.0732887 0.209806 0.0723627 0.0644879 0.163017 0.10905 0.167938 0.090101 0.147523 0.0716113 0.0918156 0.124046 0.120697 0.0668706 0.0598081 0.0697707 0.25556 0.402856
threshold=100.53758024625002 77.172190634500012 -0.61225999999999992 -0.18126999999999999 101.06989495610001 78.962703749400006 79.900975636950008 102.21786657775002 -0.15517999999999998 -0.078219999999999998 -0.22125500000000001 99.870842629900025 98.851916998450022 41.134354310300004 0.095645000000000022 0.079785000000000009 0.085715000000000027 0.086355000000000029 -0.079074999999999993 0.10236000000000002 102.32271644485002 0.078505000000000019 102.32271644485002 0.075065000000000021 45.027406014450008 0.09117500000000002 0.43162500000000009 96.693085119700015 0.088990000000000027 0.082620000000000013
decision_type=2 2 2 2 2 2 2 2 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 7 -5 9 -7 -4 -9 -6 -8 12 26 -14 -13 21 -17 -18 -19 20 -20 22 -12 24 -24 -22 27 -1 29 -29
right_child=1 2 3 4 5 6 10 8 -10 -11 15 14 13 -15 -16 16 17 18 19 -21 25 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0012540010728735041 -0.10421633704759448 -0.10348280138829878 0.08496576571233691 -0.069740506905293861 -0.010332523011837784 -0.10803941461908602 -0.076763479943210478 0.065885700336231354 -0.10150924085546342 0.061389711787287617 0.10143013276238554 0.051908137446834562 -0.10403724184672605 0.0050628156692159995 -0.0049555290611080927 -0.072668693330101494 0.090751523241525703 -0.10257900576469159 -0.10289672604663443 0.078866349385757456 0.05740234656850049 0.07296297473246148 -0.06546558643233602 -0.1017286036474076 0.050203583157468729 -0.02487344139839864 0.029915142921600909 -0.008680945868749906 -0.01244114507524813 0.069019493635323281
leaf_weight=42.827053363019331 0.19379327493516285 0.10697255639132652 0.32829638568819053 0.33836911068647202 0.32600894220558985 0.24588487839719197 0.17589749906187657 0.17834155811306118 0.14370666949152167 0.56722113690921139 0.088685099501162212 0.60917796637659094 0.25921049532371299 0.55084645870374516 0.35374805419996846 0.32373895573510914 0.14036596880748675 0.1444995033924894 0.11842944525414967 0.17127764836506287 0.24219687917131694 0.22268962493444633 0.12803367203389371 0.1127092234854814 0.30537384441049653 0.16683011946171789 0.68063036445641856 1.2619664593366899 2.4183865911600151 1.4159776637679895
leaf_count=1671 39 28 19 18 21 19 71 18 119 22 3 38 41 38 18 97 15 85 16 27 38 37 58 81 24 40 21 53 91 34
internal_value=-5.79809e-05 -0.00675788 -0.00263009 -0.000215785 -0.00681492 -0.000696231 -0.0130966 0.0385281 -0.00881047 0.0352127 -0.0031232 0.000576316 -1.69026e-05 -0.0298482 0.0310183 0.00286024 -0.0111179 0.00914079 -0.00444425 0.0158502 -0.00461265 0.0241714 0.0070552 -0.00827056 0.0160336 0.0238445 0.000480279 6.22312e-05 0.0111232 0.0324036
internal_weight=55.1463 4.76932 4.57553 4.46856 3.81821 3.47984 2.58661 0.650345 0.322048 0.89323 2.34073 50.377 49.4141 0.810057 0.962926 2.16483 1.30734 0.9836 0.843234 0.698734 0.527456 0.857491 0.634802 0.546117 0.433408 0.409027 48.604 47.9234 5.09633 2.67794
internal_count=2900 895 856 828 672 654 611 156 137 43 592 2005 1949 79 56 521 318 221 206 121 94 203 166 163 82 78 1870 1849 178 87
is_linear=0
shrinkage=0.1


Tree=306
num_leaves=31
num_cat=0
split_feature=1 0 3 1 1 3 3 3 0 0 1 3 2 1 0 0 1 2 2 1 0 3 0 4 4 1 0 3 3 3
split_gain=0.0258645 0.34666 0.291057 0.245956 0.169671 0.177618 0.123855 0.470202 0.23798 0.280509 0.240234 0.641392 0.213219 0.168668 0.419978 0.321563 0.166647 0.195073 0.141507 0.136435 0.156168 0.128471 0.133951 0.1485 0.12061 0.117059 0.0955099 0.1281 0.0962877 0.193507
threshold=71.090898343450007 95.502098167950024 -0.084259999999999988 70.865067860500019 70.343506983200015 0.08494500000000002 0.088990000000000027 0.087530000000000011 96.249489528150022 97.152811460000024 77.52437864960001 0.10818500000000002 -0.11600999999999999 75.085947125300024 97.483491810050012 98.201310130900012 74.986474174450009 -0.096499999999999989 -0.08756499999999999 78.349735295650007 99.515966156650009 0.09117500000000002 102.84427732220001 44.710446918150005 40.878805547300004 78.433077497700012 100.13162306855001 0.079785000000000009 0.085715000000000027 0.086355000000000029
decision_type=2 2 2 2 2 2 2 2 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 13 -8 -10 11 12 -11 16 -15 -16 17 -3 -13 -17 -21 24 -23 -24 -12 -22 -27 -28 -29 -30
right_child=1 6 -4 -5 5 -7 8 -9 9 10 21 18 -14 14 15 19 -18 -19 -20 20 25 22 23 -25 -26 26 27 28 29 -31
leaf_value=0.00065779014713770307 -0.007825011565066842 0.045299877733238583 -0.10372697017294473 0.047278818620524785 0.015104263203283251 -0.10256983929497526 -0.10521693935129611 0.074143680723543312 0.055778185499563697 -0.030540974002821721 0.082857964132516462 0.070350496075370139 -0.11367357693336033 -0.082997792140064724 0.074205002504963244 -0.070711220925506454 0.078459919845262585 -0.036880947799718289 -0.013798473413187615 -0.10744258412059567 0.098488448394393746 0.0049876951566003537 -0.10324064766831925 0.072757264675326769 -0.010362157796212735 0.066602495848415849 0.0082604922555894172 -0.075814894035621208 0.083212528757098198 -0.10330433097508634
leaf_weight=39.494902517878245 0.66276572727656458 0.61675406381164055 0.60565626103744097 1.1264878594811296 0.21236779823084262 0.32391334381850356 0.24877831724006672 0.9891405606617808 0.66251792598632153 0.49814061426695855 0.36598107901089383 0.43237633211538196 0.81049558802624244 0.6815891757069038 0.53460183367133174 0.33039680603087651 0.4507997867767698 0.54325817983771951 0.37157788823969884 0.13408542543766122 0.12296162860002402 1.7780014404563647 0.23664982350937069 0.060121113361446987 0.22358152256310859 0.18805097986478392 1.4758230274897957 0.39370317825688506 0.13389761868347705 0.095152064630951827
leaf_count=1373 50 26 141 23 22 56 19 51 15 38 30 13 36 30 16 48 8 42 31 5 4 95 143 15 19 8 366 128 19 30
internal_value=-5.49898e-05 -0.00382769 -0.053617 0.00119594 -0.000100839 -0.0559708 0.00127424 0.0104976 -0.0095739 -0.00519957 -0.0136566 -0.0388409 -0.0820286 -0.00054499 -0.0113391 0.00298962 0.0268639 0.00681287 0.0314579 -0.010257 -0.00240468 0.00631233 -0.00539312 -0.0675862 0.0475058 0.00344032 -0.00167082 -0.00778871 -0.0458227 0.0057295
internal_weight=54.8045 13.6469 1.26842 41.1577 40.0312 0.536281 12.3784 6.69021 5.68822 5.43944 4.77693 2.11259 1.30864 5.70107 4.09026 3.40867 1.61081 1.16001 0.803954 2.87407 2.54367 2.66433 2.07477 0.296771 0.589563 2.40959 2.28663 2.09858 0.622753 0.22905
internal_count=2900 1426 191 1474 1451 78 1235 781 454 435 420 118 74 730 654 624 76 68 44 608 560 302 253 158 49 555 551 543 177 49
is_linear=0
shrinkage=0.1


Tree=307
num_leaves=31
num_cat=0
split_feature=3 4 4 3 3 3 2 1 0 3 3 4 4 0 4 0 4 4 4 0 1 2 1 0 0 4 1 4 2 0
split_gain=0.0255759 0.0445109 0.0369944 0.133115 0.0925217 0.0981974 0.0636166 0.117542 0.0586962 0.0498442 0.128624 0.0402872 0.0579547 0.149627 0.139154 0.116106 0.0616335 0.0510502 0.177769 0.148236 0.221842 0.267055 0.250996 0.229167 0.277875 0.22496 0.198296 0.146174 0.145935 0.1014
threshold=-0.54481999999999997 48.919835655300012 48.988717865950008 -0.25095999999999996 -0.24299499999999999 -0.22125500000000001 -0.23378499999999999 81.320481529800006 110.99299391555002 0.079095000000000013 0.075065000000000021 48.680511450650009 45.90502654165001 97.32487278035002 48.008184682100008 97.671683879200017 47.480720532750006 43.19689381845 43.082598263550004 96.249489528150022 62.197478847950002 -0.088099999999999998 62.009286778800011 86.232294534150014 85.775256651950016 44.215931556700006 72.187789260650007 45.027406014450008 -0.079824999999999993 89.219171517050015
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -7 -8 9 10 -9 12 17 14 -14 -15 -17 18 -2 20 21 23 -23 24 -19 29 -21 -27 -20 -22
right_child=2 -3 3 4 5 6 7 8 -10 -11 -12 -13 13 15 -16 16 -18 19 28 26 25 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0081035032300334417 -6.9040206234382832e-05 0.063512769789143289 -0.10608157899779978 0.10271064507560235 -0.10552842702112733 0.048551466842747915 -0.10153865160670604 0.099426684366154233 -0.055232611446114466 0.079461165025866587 -0.10194294238858173 0.021412525453087181 -0.086875420254136748 0.099514981604761146 -0.0036416464065797817 -0.068054753605717097 0.022951534910977921 -0.086177799030649913 -0.093262306750350868 -0.11544527565065131 0.093250304445730722 0.050943743387113438 -0.034292869826320335 -0.12142340743354307 0.0417217424724734 -0.074504207308288772 -0.0037394139121000739 0.032775320174859325 0.0033718346499711851 0.040350745625124085
leaf_weight=0.17711140876872278 44.544989854737359 0.17016609199345112 0.15017451012317906 0.074217334389686584 0.10214545979397371 0.19096201251159073 0.12857268930838361 0.058995287283323705 0.099198577136348831 0.12808194680837914 0.068608954254159471 0.87421933538280328 0.42374857384197528 0.14104753476567566 0.38187555238982895 0.11480615699929331 0.21153271646176108 0.29860926077344663 0.37530640611294075 0.1958910012617705 0.59072700891147201 1.0467497787649325 0.51566543366061512 0.27425708808004856 0.39400221791584045 0.23190298166514356 0.84185848910396999 0.28079622047152952 0.26778264691074483 0.93730304813288967
leaf_count=55 1999 5 16 1 14 21 89 4 45 9 40 30 65 3 16 36 36 58 34 6 21 43 20 5 7 34 85 27 21 55
internal_value=-6.25255e-05 0.0269885 -0.000236673 -0.0192822 -0.00396094 -0.0141557 -0.000316658 -0.0196192 0.0100597 0.0353912 -0.00884369 0.000123407 -0.00023403 -0.0213083 -0.0474216 0.0237025 -0.00906452 0.00029412 -0.00082266 0.00929328 0.0170409 -0.00274961 0.0228119 -0.0440559 -0.0134203 0.0415693 -0.0248256 -0.0157491 -0.0530238 0.0608014
internal_weight=54.2913 0.347278 53.944 1.00096 0.850782 0.776565 0.674419 0.483457 0.354885 0.255686 0.127604 52.9431 52.0689 1.27301 0.805624 0.467386 0.326339 50.7958 45.1881 5.60776 4.57001 2.52928 1.56242 0.966869 0.692611 2.04073 1.03775 0.512699 0.643089 1.52803
internal_count=2900 60 2840 239 223 222 208 187 98 53 44 2601 2571 156 81 75 72 2415 2054 361 270 133 63 70 65 137 91 61 55 76
is_linear=0
shrinkage=0.1


Tree=308
num_leaves=31
num_cat=0
split_feature=2 4 2 3 0 0 2 3 2 0 0 4 0 3 3 2 2 3 4 2 2 1 4 2 3 4 4 2 0 3
split_gain=0.0247281 0.106943 0.0415783 0.121055 0.0717587 0.18309 0.0382985 0.138202 0.0964614 0.0961816 0.0751164 0.135604 0.145923 0.0625187 0.215589 0.144186 0.32064 0.116472 0.103439 0.198076 0.0905136 0.248193 0.264536 0.198167 0.229026 0.197018 0.350804 0.328603 0.288908 0.210772
threshold=0.68694500000000025 41.43512228960001 0.27148500000000009 0.094415000000000013 92.652332549650012 93.910530954700008 0.20327000000000003 0.10575500000000003 0.15675000000000003 88.232507383150008 91.625341543800019 41.061442884200012 93.442739239950015 0.11614000000000002 0.11308000000000003 -0.088099999999999998 -0.033594999999999993 0.11048000000000002 41.134354310300004 -0.23771499999999998 -0.079824999999999993 61.917879202350001 38.771633980050005 -0.068524999999999989 0.077330000000000024 42.773538294100007 43.022303514600004 -0.077279999999999988 85.775256651950016 0.10575500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 -4 -6 8 10 13 -10 -8 12 -12 14 17 18 -17 20 19 -15 -1 22 -22 -24 -25 27 -27 -23 -29 -30
right_child=1 -3 3 -5 5 -7 7 -9 9 -11 11 -13 -14 15 -16 16 -18 -19 -20 -21 21 25 23 24 -26 26 -28 28 29 -31
leaf_value=-0.0024886937345086676 0.073122097083002879 -0.027603797253342718 -0.10733554319766317 0.019380170507102768 0.10165242192121793 -0.10261885817553701 0.043138397305523227 0.073381836769689943 -0.058915659604364415 0.0012236584033639341 0.0081102163127135581 0.037579669415186534 -0.092463025929230697 0.042181535264567693 0.06432556347246414 -0.07392292785985706 0.030010041781451058 -0.035991875922886787 0.033616045877620571 -0.049018666456754817 0.039426913649137418 0.0746560813718401 -0.12078508496501697 0.073800716585524423 -0.050052181514660898 -0.11078475238872842 0.0017626508760204673 0.06514536851407908 0.0028042833200690931 0.049167669432261217
leaf_weight=27.723041031931778 0.21637158355304009 0.20553415238828165 0.18716682263447992 0.33163068012828489 0.074231015518307686 0.10730906708118937 0.30199372186689177 0.32632498280145217 0.55628677675122051 0.50950571008601742 0.28123904415406287 0.32116024781248598 0.29620784175176595 0.37690726386063023 0.53384596318392041 0.87159505581075791 0.45012821590716956 0.86250145859756244 0.74079654209708667 0.64684560518321665 0.43819085274300107 0.84823204358349613 0.30574053898453701 0.1787829921645423 0.90549460490956335 0.35169831696657539 1.3029662148148871 0.90449318713399307 11.759217317774583 1.0697351209067836
leaf_count=1569 21 23 17 28 2 52 21 8 26 29 9 25 36 17 26 43 35 36 32 32 12 17 4 75 31 24 173 42 400 35
internal_value=-6.19835e-05 0.0240528 -0.00025193 -0.0244579 -0.0638877 -0.0190931 6.87543e-05 0.0156757 -0.000395454 -0.0301659 -8.94783e-06 -0.0145094 -0.04348 0.000235716 0.00113764 -0.0135532 -0.0385273 0.000414541 0.00515354 -0.0154422 0.00110033 0.00660828 -0.0283228 -0.0496803 -0.0296305 0.0105415 -0.0221593 0.0142523 0.0105215 0.00667027
internal_weight=53.9852 0.421906 53.5633 0.700338 0.368707 0.18154 52.8629 1.52693 51.336 1.06579 1.2006 0.898607 0.577447 50.2702 47.1839 3.08627 1.32172 46.6501 1.76455 1.02375 45.7876 18.0646 1.82821 1.39002 1.08428 16.2363 1.65466 14.5817 13.7334 12.829
internal_count=2900 44 2856 99 71 54 2757 99 2658 55 91 70 45 2603 2444 159 78 2418 81 49 2382 813 122 110 106 691 197 494 477 435
is_linear=0
shrinkage=0.1


Tree=309
num_leaves=31
num_cat=0
split_feature=1 0 0 4 1 0 3 3 3 0 1 3 0 1 1 1 3 4 3 0 3 1 3 4 4 2 1 4 2 0
split_gain=0.0299381 0.26599 0.340067 0.251955 0.257606 0.43927 0.238085 0.276713 0.210957 0.194369 0.153771 0.125427 0.106398 0.223312 0.164505 0.129039 0.0962359 0.0849254 0.267609 0.221046 0.207196 0.300347 0.314697 0.399625 0.221779 0.505458 0.413545 0.386929 0.379975 0.378294
threshold=69.873026810350026 94.614906984850009 94.832672093450014 38.771633980050005 70.085415002650009 94.157869102700019 0.090720000000000023 -0.16319499999999998 0.25847000000000003 94.964406541850011 70.182199495350019 0.21240500000000004 93.262612545250008 68.579878449600017 69.276189105400007 68.321786469100019 0.43162500000000009 38.592454371550012 0.088395000000000015 90.259604813550013 0.08784500000000002 63.431481129800005 0.091975000000000015 41.468518788800004 42.178283198950005 -0.083794999999999994 62.020040611300011 40.496232821400007 -0.08725999999999999 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=12 3 -3 10 -5 6 7 -6 9 -4 -2 -11 13 16 15 -14 17 18 19 -1 -19 22 23 -22 26 28 27 -24 -26 -29
right_child=1 2 8 4 5 -7 -8 -9 -10 11 -12 -13 14 -15 -16 -17 -18 20 -20 -21 21 -23 24 -25 25 -27 -28 29 -30 -31
leaf_value=0.00057118541684135244 -0.035634559267101004 0.058792778976414252 -0.11262719807028035 -0.066129242055805712 0.093546971621517302 -0.098041847602980486 0.085092521611173408 -0.07107006619409735 -0.10438319606601849 -0.00073488849249651281 -0.11697148142029917 0.067472219533794717 -0.063839065439047105 -0.058500974426220535 0.048543667486505522 0.030741976815312246 0.041133113408501142 0.007343169620837856 0.030282500404120824 -0.084009699229609713 -0.082762399553726343 -0.046811888987992871 0.039060230278579466 -0.0071283929187267482 -0.031656839303185386 -0.066109210330966978 0.04341487384561752 -0.0016579283455840561 0.075881111136960749 -0.080891022879887045
leaf_weight=1.4163200091911665 0.49160540290177168 0.98285780390506161 0.15309912593511121 0.57960733654908825 0.15964427812468773 0.27675290688966914 0.59470357976260857 0.28335421356211998 0.19884959547106795 12.742659893269032 0.44088938638560649 0.27543497835677122 0.29286034621691115 0.63257696977234346 1.1124335155036531 0.28426299910643138 0.60074251377954979 13.982387654391916 3.1764916544161679 0.39520269352942694 1.0227976847236271 1.8966573044292534 1.2824328884016702 2.2038260928020463 0.6463720331521472 1.2336843759476321 2.8671575157204643 1.8488360835472124 0.6682845223695042 0.8939386368729173
leaf_count=125 18 33 21 14 15 41 18 65 33 1286 40 15 29 18 27 18 15 563 77 15 28 71 28 69 37 59 56 42 6 18
internal_value=-5.93698e-05 -0.00350104 0.00202085 -0.0315405 -0.0105917 0.0138975 0.0437515 -0.0117467 -0.00215257 -0.000609159 -0.0740912 0.000708228 0.00156242 0.000371523 0.0260687 -0.017253 0.00146252 0.000751854 0.0127907 -0.017881 -0.00135174 -0.00969943 -0.00414264 -0.0311034 0.00507194 -0.0201346 0.0143917 -0.0062816 0.0230083 -0.027482
internal_weight=53.6367 17.1795 14.3529 2.82656 1.89406 1.31445 1.0377 0.442998 13.37 13.1712 0.932495 13.0181 36.4573 34.7677 1.68956 0.577123 34.1351 33.5344 4.98801 1.81152 28.5464 14.564 12.6673 3.22662 9.44071 2.54834 6.89237 4.02521 1.31466 2.74277
internal_count=2900 1599 1388 211 153 139 98 80 1355 1322 58 1301 1301 1227 74 47 1209 1194 217 140 977 414 343 97 246 102 144 88 43 60
is_linear=0
shrinkage=0.1


Tree=310
num_leaves=31
num_cat=0
split_feature=1 0 4 1 1 1 0 2 0 2 2 1 4 4 1 2 1 1 2 3 3 0 3 0 3 3 0 1 0 1
split_gain=0.026826 0.247084 0.255067 0.146651 0.325181 0.137658 0.241548 0.31369 0.234787 0.226905 0.196201 0.174614 0.115774 0.1364 0.129424 0.151423 0.324619 0.257709 0.589453 0.291629 0.585728 0.258446 0.255067 0.247663 0.267017 0.219686 0.254937 0.549254 0.245336 0.244674
threshold=68.961639504150014 93.262612545250008 34.394321486900004 69.873026810350026 70.085415002650009 68.214248143850014 91.625341543800019 -0.053019999999999991 90.337570099350003 -0.053019999999999991 -0.117115 65.727424373200009 38.238138001450004 37.962710038050005 70.133807249000014 -0.079824999999999993 70.96454081135002 75.28220456885002 -0.096499999999999989 0.091885000000000022 0.086105000000000029 95.429509798400019 0.10611500000000003 102.21786657775002 0.086355000000000029 0.076080000000000023 97.550703263350016 77.52437864960001 96.943111725850017 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=5 2 -2 -3 -5 6 8 -8 11 10 -10 -1 13 -6 -14 17 -17 18 19 20 21 -16 25 -19 -25 28 -27 -28 -18 -29
right_child=1 3 -4 4 12 -7 7 -9 9 -11 -12 -13 14 -15 15 16 22 23 -20 -21 -22 -23 -24 24 -26 26 27 29 -30 -31
leaf_value=0.00090439170004845231 0.030940129272103014 0.03373486624193249 -0.086338324520199808 -0.06991930094023098 -0.01433789354928407 0.035838118649980252 -0.1079769470648814 0.0067650344752203245 0.017022176611683568 -0.014370165297508869 0.092877661086203017 -0.047939536931975002 0.06141887473723967 -0.10454073139946317 -0.051123886314837219 0.068796164571853072 -0.10698918495516219 0.021370702629593775 -0.10632675889106287 0.044468103553346634 -0.11969724131944631 0.050784342087437942 -0.060342673712228748 -0.0027626518277274648 -0.10505370251173785 0.065824127565348028 -0.11407066270588882 0.054992340053889456 4.7023770058524251e-05 -0.025861593541042047
leaf_weight=29.581492025562515 0.25726180663332243 1.1693102074059449 0.66431590111676542 0.69382153241895395 1.7022334468769482 1.1351396029531304 0.4649387622703216 0.48870345235991308 0.63292829995043587 0.63601875911808647 0.73922036821022641 0.75047837285092001 0.37119299406185646 0.18595067361820827 0.40198509448964681 0.90676449505553502 0.27517594194250683 3.4222588590419036 0.76120822029770696 0.78914137385436323 0.4970385746564715 0.65329118667796138 0.55254632512310298 0.97020214122517223 0.34626727902303855 1.0610221137612827 0.32373323254432795 1.1266505623934788 0.96546136343113176 0.56044989144010049
leaf_count=1048 8 33 78 20 364 34 40 34 26 27 18 27 8 32 32 32 18 155 69 36 15 41 51 254 90 40 20 33 87 130
internal_value=-6.16322e-05 -0.00311532 -0.0535996 -0.000492067 -0.00290792 0.00159318 0.000425613 -0.0491763 0.00188827 0.0350026 0.057888 -0.000304112 2.12842e-05 -0.0232212 0.0031595 0.00157093 0.0138639 -0.00747754 -0.0298819 -0.00502961 -0.0301925 0.0119646 0.00362543 0.00719161 -0.029668 0.0118215 0.0261651 0.0052389 -0.0236938 0.0281329
internal_weight=53.0862 18.6573 0.921578 17.7357 16.5664 34.4289 33.2938 0.953642 32.3401 2.00817 1.37215 30.332 15.8726 1.88818 13.9844 13.6132 5.7718 7.84139 3.10266 2.34146 1.55231 1.05528 4.86504 4.73873 1.31647 4.31249 3.07186 2.01083 1.24064 1.6871
internal_count=2900 1646 86 1560 1527 1254 1220 74 1146 71 44 1075 1507 396 1111 1103 411 692 193 124 88 73 379 499 344 328 223 183 105 163
is_linear=0
shrinkage=0.1


Tree=311
num_leaves=31
num_cat=0
split_feature=3 2 3 3 3 2 2 2 3 2 4 3 4 3 2 4 4 3 2 3 0 3 2 0 0 3 4 2 2 4
split_gain=0.0253723 0.179805 0.172761 0.108794 0.103135 0.0817425 0.108107 0.237892 0.172704 0.144511 0.0992466 0.0729824 0.258559 0.124677 0.0959634 0.296946 0.174513 0.23741 0.0774943 0.0766556 0.206922 0.11203 0.166114 0.232125 0.107392 0.0748798 0.298048 0.381933 0.188041 0.263608
threshold=-0.15684499999999998 -0.24103499999999997 -0.23472499999999999 -0.12530999999999998 -0.11050499999999999 0.033180000000000008 -0.079824999999999993 -0.18126999999999999 -0.25276999999999999 -0.22866 39.530201452500002 1.0000000180025095e-35 42.599563320500003 0.072890000000000024 -0.090694999999999998 39.56957118270001 39.995120105550008 -0.082159999999999997 -0.036264999999999999 0.076825000000000018 90.603727454250006 0.077895000000000006 -0.053019999999999991 90.259604813550013 95.897301513100004 0.082975000000000021 42.428475018400007 -0.055714999999999994 -0.090169999999999986 43.411469133450005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -2 -5 6 7 9 -9 -3 -7 12 14 -13 16 18 17 -6 -16 20 -15 22 23 -21 -22 26 27 -23 -28 -30
right_child=3 2 -4 4 11 10 -8 8 -10 -11 -12 13 -14 19 15 -17 -18 -19 -20 21 24 25 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-0.10148496528119487 -0.051719004857029877 -0.004355194316450854 0.04079466842855857 0.051018557966863248 0.04750021214723732 -0.0033944759933908358 0.031770359272377521 -0.0086647001176770062 -0.1089106109503154 0.070482828895032032 -0.10475201827212965 0.039558486592390259 -0.10378702489900163 -0.11260879652105954 0.029239730941231008 -0.089979339865124186 0.069933955787939081 -0.10504159385935311 -0.018031591186145328 0.10120992804078732 0.10256626782546292 -0.074232289995287859 0.099093369644763729 -0.10339134213422069 -0.026478736633260499 0.00085022576125096594 -0.019859571925307407 0.019469336851783939 0.088637789244479681 -0.0047690668413095851
leaf_weight=0.14853519818370831 0.41551584695071042 0.96215026815252758 1.3281132743773003 0.3880163702056042 0.22070533574867568 0.24036801995862322 0.94763790760771405 0.35757322047015805 0.33089085586016165 0.35257051140069962 0.16152347376009857 0.7931906091489499 0.3011284097688075 0.21833840711042185 0.6505142319692826 0.44266379917917231 0.39768780149461236 0.18974419083360827 0.74277985534240398 0.096440570428967476 0.096277800103052869 1.2679334892268626 0.27572280631977619 0.13046235747535206 0.19531897960956712 37.930133533107963 1.0352903728075942 0.66218755389243611 0.55866716757225299 0.65797821087107877
leaf_count=95 55 92 81 44 27 37 37 41 21 12 61 36 82 5 16 30 17 26 33 3 8 83 12 57 59 1606 114 45 15 50
internal_value=-7.34656e-05 0.00683337 0.0102706 -0.000773234 -0.000325228 -0.00182092 0.00394155 -0.0092233 -0.0568451 0.0157142 -0.0441309 -0.000750343 -0.0159893 0.000271611 -0.00599027 -0.0186296 0.0227244 -0.0230174 0.00403889 -0.00045099 -0.0389927 1.02065e-05 0.0469422 -0.0164296 0.0161286 -0.000549946 -0.0132491 -0.0420851 0.011466 0.0381221
internal_weight=52.4961 4.82936 4.68083 47.6667 47.2512 3.35271 2.95082 2.00318 0.688464 1.31472 0.401891 46.8632 2.94522 43.9179 2.6441 1.83596 0.808137 0.41045 1.39329 43.1248 0.509935 42.6148 0.502626 0.226903 0.291597 42.1122 4.18206 1.93012 2.25194 1.21665
internal_count=2900 477 382 2423 2368 301 203 166 62 104 98 2324 231 2093 149 79 70 53 49 2057 72 1985 72 60 67 1913 307 128 179 65
is_linear=0
shrinkage=0.1


Tree=312
num_leaves=31
num_cat=0
split_feature=0 0 3 3 3 1 1 0 3 0 1 0 0 2 4 1 3 0 3 3 0 1 0 2 2 0 1 4 2 0
split_gain=0.0236014 0.177582 0.113768 0.14978 0.263777 0.216755 0.17246 0.266795 0.162414 0.112119 0.207181 0.0929548 0.11641 0.0790344 0.0687758 0.184981 0.0977194 0.0568575 0.232773 0.22079 0.19519 0.125695 0.119435 0.0742285 0.270065 0.267453 0.218795 0.268755 0.267178 0.414336
threshold=85.716110573100011 85.775256651950016 0.11467000000000002 0.10045500000000003 0.093480000000000021 61.993156030000002 61.960894532450006 85.656964494200011 -0.17732499999999998 84.95796538030001 58.549241164900003 76.591483678350016 73.913779380400015 -0.24405499999999999 48.919835655300012 55.855406118200008 -1.0000000180025095e-35 86.001087134900004 0.10098000000000003 0.092290000000000025 85.872041144650012 61.885617704800005 86.135510041400025 -0.068524999999999989 -0.077279999999999988 96.249489528150022 63.910026677050006 42.297164883650005 -0.058529999999999992 87.29692395375001
decision_type=2 2 2 2 2 2 2 2 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 9 -7 10 11 12 14 -10 15 16 -1 18 19 20 -3 -19 -23 24 -24 -26 27 28 -25 -30
right_child=1 17 -4 -5 -6 8 -8 -9 13 -11 -12 -13 -14 -15 -16 -17 -18 21 -20 -21 -22 22 23 26 25 -27 -28 -29 29 -31
leaf_value=-0.10406923861191363 0.035281390141502583 0.015390120514518697 -0.065387868723647477 0.026239871782227715 -0.067530455071276127 0.010755745847054913 0.054425546217988154 -0.10862690808736226 0.0048490834960900758 0.031300915556693253 -0.077844495766265856 0.046794764996908017 -0.069613390237193054 -0.10482408157675011 -0.022064622666350963 0.081601605266788835 0.030273324686112619 -0.051414431338678318 -0.059816545081260032 0.04793185488360345 -0.064761526466916172 0.026154403083972978 0.00033822488810387498 0.081923423447092414 -0.051923835654213393 0.020355860125892678 -0.0032802704606036612 -0.015623946238975889 -0.0073684550887372722 0.08142498091921152
leaf_weight=0.11136024848588011 1.4433301612734784 0.65757167471747313 0.30297203458030697 1.4114458549011031 0.70179699083382718 0.26861052268031926 0.65426732868945681 0.21823318854148954 0.078819165753429843 1.1044230599272848 0.35354936874409748 0.42533073466620397 0.24176282515099956 0.39499485416808955 0.42009888158645481 0.31088851765889558 0.10538228374207426 0.45995875082735338 0.79734419585656713 0.72758595983032126 0.56479555212717969 1.8251014198176552 22.133748347337697 0.98404689133167256 1.9863388973753893 0.68968736498067063 8.9902151846197835 1.2900550450431181 1.6899614806752721 0.76269537699408818
leaf_count=106 25 18 30 41 37 23 16 9 16 36 69 22 38 84 21 24 8 17 32 15 26 33 1268 14 44 34 692 34 37 31
internal_value=-7.36375e-05 0.000771944 -0.00543028 -0.00275926 -0.0103538 -0.00179386 0.00753417 -0.00178799 -0.0513637 0.00579982 -0.00850844 0.006672 -0.00767483 -0.0865799 0.00812549 0.0321628 -0.0387506 -0.000371526 -0.0142965 0.00431684 -0.021644 0.000565851 0.00115836 -2.57618e-05 -0.00328955 -0.0332953 0.00587742 0.0232952 0.0379045 0.0202434
internal_weight=52.1064 45.0024 7.10394 6.80096 5.38952 4.68772 3.9453 3.29103 0.742425 3.0728 1.96837 1.61482 1.18949 0.473814 0.94773 0.527631 0.216743 43.5591 2.7473 1.94995 1.22237 40.8118 40.3519 38.5267 24.8098 2.67603 13.717 4.72676 3.4367 2.45266
internal_count=2900 2320 580 550 509 472 349 333 123 324 288 219 197 100 159 138 114 2295 91 59 44 2204 2187 2154 1346 78 808 116 82 68
is_linear=0
shrinkage=0.1


Tree=313
num_leaves=31
num_cat=0
split_feature=4 4 0 0 0 1 1 0 1 4 4 4 2 4 3 0 3 3 4 3 3 3 0 3 4 3 3 0 1 0
split_gain=0.0265074 0.168838 0.138888 0.248555 0.239282 0.140487 0.108174 0.231507 0.108075 0.209625 0.121091 0.0953668 0.420478 0.125106 0.0738647 0.0616101 0.0381263 0.0401724 0.157797 0.0853646 0.0685235 0.105078 0.0564843 0.0489451 0.22294 0.124962 0.111911 0.103581 0.100016 0.0714848
threshold=36.514114975300011 36.372781240150012 93.679323555450011 96.588235252600015 92.851278451300018 78.349735295650007 65.727424373200009 89.528344202050008 61.767325547050007 35.131296350900008 35.131296350900008 37.020641110850008 -0.081169999999999992 37.360990606650006 0.099780000000000021 97.550703263350016 -0.54481999999999997 -0.25765499999999997 39.530201452500002 -0.25276999999999999 -0.2485 -0.24637000000000001 86.597924839850023 -0.23958499999999999 40.621691032550004 -0.15684499999999998 -0.115385 91.523180134850023 74.986474174450009 76.591483678350016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 15 7 8 10 -10 -1 12 -2 14 -13 -5 -15 18 -18 -19 -21 -22 -20 24 -23 27 -27 -25 -29 -28
right_child=11 -3 3 5 -6 -7 -8 -9 9 -11 -12 13 -14 16 -16 -17 17 19 22 20 21 23 -24 25 -26 26 29 28 -30 -31
leaf_value=0.062830827595521901 -0.098120227192215234 0.073228237008267624 -0.10704818819729792 0.063741939920045926 0.082314883732248947 -0.10104872641103511 -0.036242592042530442 0.053697140765567586 -0.11008213331937455 0.020685715274215685 -0.049692690208895184 0.011752036790394212 0.021926200636070911 0.035092554744709653 0.089485747753676501 -0.0099181720318184865 0.042413869950128746 0.051870930706476609 -0.081867175529789615 -0.031203069983737876 0.058558403559598141 0.049227218459450169 -0.0083210398099669586 0.062307098614339557 -0.1074579546338115 -0.052374131855657008 -0.045122053223933201 -0.028062668589485543 0.038979021585647242 -0.000436327717398243
leaf_weight=0.23703369513009487 0.50369929445233197 0.35878927219061996 0.30073132935649471 0.24337168782949448 0.4143727741902693 0.10084552187898055 0.61220361601590401 0.75641818181611598 0.27846396184531841 0.21899069460778264 0.16032327205175534 0.24639645594515869 0.69347503667176968 0.29848276660049933 0.24259835293031529 0.21286765738841495 0.23600787414942814 0.31037601068964349 0.31765182699746219 0.7270983455091401 0.30173042745626943 0.16496567266494011 0.15556758887964861 0.5578917544807982 0.20201292681304039 0.42545963871679404 0.36113575469976567 0.4208655404545425 0.47218464683464845 41.15481543754602
leaf_count=49 34 12 30 8 12 163 24 15 34 12 12 36 26 47 12 37 21 17 49 29 18 8 41 32 34 66 76 26 44 1876
internal_value=-6.73596e-05 0.0078659 0.00123304 -0.033785 0.0124508 0.00576468 -0.000339375 0.012972 -0.0214546 -0.0525152 0.0174305 -0.000713809 -0.0285822 2.21357e-06 0.050317 0.0293743 -0.000531416 -0.000763542 -0.0243783 -0.000392172 -0.000754349 -0.000251882 -0.0576894 -0.000657392 -0.0370242 -0.00034983 -0.00134796 0.0285024 0.00738445 -0.000825036
internal_weight=51.6868 3.89441 3.53562 0.857816 2.67781 0.557085 2.26343 1.65123 0.894812 0.497455 0.397357 47.7924 1.19717 46.5952 0.488995 0.456239 46.1062 45.8078 0.709227 45.0985 44.7882 44.0611 0.473219 43.7593 0.366979 43.3924 41.9414 1.45094 0.89305 41.516
internal_count=2900 408 396 238 158 208 146 122 107 46 61 2492 60 2432 48 45 2384 2337 111 2226 2209 2180 90 2162 42 2120 2018 102 70 1952
is_linear=0
shrinkage=0.1


Tree=314
num_leaves=31
num_cat=0
split_feature=4 3 0 4 0 0 0 1 0 3 2 2 2 2 4 3 2 4 3 3 3 1 0 1 3 3 4 2 2 1
split_gain=0.0252501 0.110201 0.128571 0.0471238 0.135923 0.131144 0.170333 0.11618 0.078979 0.139403 0.0462853 0.143739 0.1368 0.414234 0.227615 0.230016 0.190808 0.193556 0.158308 0.168307 0.12292 0.139128 0.235238 0.113894 0.13861 0.246856 0.112818 0.253669 0.275078 0.263263
threshold=32.785955158400007 0.088500000000000023 92.851278451300018 35.461062230100005 89.219171517050015 89.99344745865001 92.031298721500022 69.563854125350005 97.835679825150024 0.11467000000000002 -0.11808 -0.11131999999999999 -0.14143499999999998 -0.14228499999999997 41.678468725050003 0.087605000000000016 -0.14380499999999999 39.091773401050006 0.12191500000000002 0.10790500000000001 0.094275000000000025 78.285212300550015 88.028184565250015 61.614083433650009 0.10236000000000002 0.099780000000000021 41.495754733000005 -0.088099999999999998 -0.082885 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 -1 4 -2 -6 -7 -8 -9 -10 12 -12 13 16 15 -14 17 20 19 -19 21 22 -5 24 25 -13 -25 -28 -29 -30
right_child=3 -3 -4 10 5 6 7 8 9 -11 11 23 14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 26 -26 -27 27 28 29 -31
leaf_value=-0.10109243454741008 -0.034114372086147308 -0.074827199458521565 0.069583546441514918 0.019352923757729502 0.064683108330954087 -0.074166350838181128 0.10210311513205486 0.036603620228158149 -0.10200692718849534 0.069985353118252769 -0.037317496060334354 -0.052894030235938354 0.090739417735258454 -0.12310877976817694 -0.017490035244778452 0.013028765499831488 0.06327955567162237 0.0057842063364050766 -0.045953430289813635 0.080105413425352448 -0.10800278871342982 0.062154441685655128 -0.10710029940213157 0.0052165607999337697 -0.10682321467778913 0.069848118250864205 -0.028859531335802404 0.022443673656387688 -0.039406214878165827 0.00061114596589611353
leaf_weight=0.059855231812323662 0.43359757132566201 0.21680891674323632 0.16806596257124795 0.2888770988834003 0.6223189446609465 0.20881358999758959 0.16499263048171997 0.32952246658533113 0.13537774698259852 0.072289502245382664 1.1295901656461058 0.53200785346052626 0.71215995963842649 0.26697849355696135 0.7695473808000769 0.81881941621759324 0.50064648307307003 6.8005821342151904 0.56335651534027409 0.31899550728212478 0.22078002865981716 0.15241975156925491 0.29977095347567229 18.508519239921583 0.20963707755436189 0.23677918524481356 3.7914405119734012 3.9736138557018377 2.1789597490842514 6.6956546407375868
leaf_count=47 34 53 68 36 13 9 3 14 62 9 37 112 23 11 29 21 12 655 23 21 32 44 39 681 13 6 187 89 73 444
internal_value=-6.41614e-05 -0.0237886 0.0247617 0.00014298 0.0153196 0.0292988 0.00512711 0.0287072 0.0061644 -0.042136 -0.000466611 -0.00219044 0.0050165 -0.000326364 0.0268764 0.0491771 0.00325797 -0.00021807 0.00507633 0.0091142 -0.042508 -0.0229957 -0.0450438 -0.0010921 -0.0347452 -0.0150906 -0.000155297 -0.00613048 0.00057673 -0.00921421
internal_weight=51.3808 0.44473 0.227921 50.936 1.96691 1.53331 0.910996 0.702182 0.53719 0.207667 48.9691 37.2562 11.7129 9.41241 2.30053 1.53098 9.14543 8.64478 7.68293 7.11958 0.961848 0.741068 0.588648 36.1266 0.978424 0.768787 35.1482 16.6397 12.8482 8.87461
internal_count=2900 168 115 2732 144 110 97 88 85 71 2588 1642 946 873 73 44 862 850 699 676 151 119 75 1605 131 118 1474 793 606 517
is_linear=0
shrinkage=0.1


Tree=315
num_leaves=31
num_cat=0
split_feature=2 2 3 3 2 3 3 2 2 3 4 4 2 1 0 1 2 3 3 2 3 4 0 4 0 1 2 2 1 0
split_gain=0.0267621 0.186145 0.290496 0.254656 0.225603 0.17627 0.28039 0.302409 0.274992 0.241986 0.213514 0.358682 0.235262 0.23004 0.1399 0.165829 0.204201 0.134403 0.364711 0.2523 0.262632 0.23727 0.208753 0.178221 0.216809 0.198113 0.119601 0.119349 0.109763 0.107366
threshold=-0.092289999999999997 -0.088099999999999998 0.082775000000000029 0.087725000000000011 -0.090694999999999998 0.083565000000000014 0.086105000000000029 -0.14581999999999998 -0.094344999999999998 0.081815000000000013 36.514114975300011 38.238138001450004 -0.10098 62.106071271500007 84.95796538030001 67.980352286500008 -0.11808 0.093760000000000024 0.091705000000000023 -0.11808 0.088565000000000019 39.945535567850008 87.181320254150009 42.131954243650007 97.483491810050012 71.273713496300005 -0.117115 -0.12835499999999997 61.409760615700009 85.839779647100016
decision_type=2 2 2 2 2 2 2 2 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 9 7 -7 10 29 14 -12 17 -14 -8 -16 -17 18 19 20 -13 -19 27 25 -25 -24 -11 -23 -3 -1
right_child=1 28 3 4 -6 6 8 -9 -10 26 11 12 13 -15 15 16 -18 21 -20 -21 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.014191542895511298 0.038774399279662516 -0.044366616635800986 -0.097049843784469139 0.030671406992625314 -0.056683886071754674 -0.014479790142587837 -0.025400013448184829 0.06814670919478262 0.059388209339678991 -0.026463330418029458 -0.075647628515292525 0.064368439563200028 0.011250196191739146 -0.091074157130546424 0.10227487026626003 -0.05888972169536677 0.087952229064030579 -0.060496272006193313 0.06532257021631338 -0.042962600700029087 -0.025126568541078465 -0.059102379921421637 0.072910665689188178 -0.1002350787468359 0.032094219602719333 -0.0050052252953356234 -0.11002786159187504 0.0034249284936857778 0.0011584973586980117 -0.014902019128077726
leaf_weight=2.0310790858230829 0.50169915188780523 0.53939522958831077 0.6571653889841399 0.51233905076628616 0.69899164395775393 0.63617814073734313 0.24591625077664392 1.458366571226178 0.80138645159948296 0.3527432331692637 0.69355405067744769 0.73679767752958036 0.37453057542734569 0.53149224281571605 0.44114863243885338 0.19589598026686872 0.18332728104032725 0.6949241494212689 1.1575326137451609 0.94986178842372782 0.59086979329003952 0.61554287292528898 0.86260953918099381 0.22090342914088967 0.28170251812332481 0.52491185370126914 0.33292422800104748 0.60560655163135402 29.188330528067858 3.3782300726504246
leaf_count=223 23 121 29 17 33 36 16 41 29 28 52 26 12 35 9 43 17 37 36 21 32 24 15 17 25 45 16 16 1319 507
internal_value=-6.00621e-05 -0.00181783 -0.0287876 -0.0469282 -0.0197365 0.00292548 0.00958909 0.0430505 0.00304417 -0.0110721 -0.00151349 -0.00661184 -0.000735034 -0.0487754 0.0407581 0.0605898 0.0120978 0.00527576 0.0196167 -0.00361293 0.0245393 -0.00766679 0.00413303 0.0249533 -0.0260666 0.0434344 -0.0670379 -0.0280931 0.000332466 -0.00397801
internal_weight=50.996 32.0979 2.3702 1.8685 1.21133 18.898 12.8031 2.09454 10.7085 6.09498 9.90713 8.84084 8.14729 0.906023 1.06629 0.820372 0.379223 7.24126 3.43506 2.27753 1.32767 3.8062 3.11128 1.89013 0.502606 1.38752 0.685667 1.22115 29.7277 5.40931
internal_count=2900 1542 102 79 50 1358 584 77 507 774 478 393 341 47 85 69 60 294 115 79 58 179 142 102 42 60 44 40 1440 730
is_linear=0
shrinkage=0.1


Tree=316
num_leaves=31
num_cat=0
split_feature=0 0 3 1 3 4 4 1 2 1 3 3 0 3 3 0 2 2 0 2 1 0 0 1 4 0 4 2 4 4
split_gain=0.0242742 0.337014 0.243476 0.163434 0.227347 0.198382 0.137637 0.277513 0.464957 0.227039 0.174139 0.184886 0.143721 0.122678 0.118352 0.101398 0.10086 0.0896418 0.32378 0.378004 0.218255 0.387738 0.322681 0.279123 0.223607 0.165118 0.39074 0.885701 0.343033 0.650642
threshold=90.837623311600012 90.437043050150024 0.25847000000000003 67.649671936450019 0.084795000000000023 38.238138001450004 38.592454371550012 63.431481129800005 -0.14380499999999999 62.837331883000012 0.087205000000000019 0.10133000000000002 90.259604813550013 -0.082159999999999997 0.21240500000000004 85.872041144650012 -0.077279999999999988 -0.069554999999999992 86.345209775600011 -0.022239999999999999 62.030794443850006 85.968825637350008 85.775256651950016 62.106071271500007 41.21013581150001 86.232294534150014 42.541806567400009 -0.12350999999999999 41.24714903835001 42.102795028150005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -2 -6 10 9 15 17 13 -12 -10 16 -5 -9 -1 25 20 -20 21 22 24 -22 -19 28 27 -27 -8 -30
right_child=2 -3 -4 14 5 -7 7 8 12 -11 11 -13 -14 -15 -16 -17 -18 18 19 -21 23 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.007367522690558086 0.01592734587948031 0.060639724894790387 -0.10397893431165602 -0.00011057475008327419 -0.0089423866841069812 -0.11135277093622331 -0.040842943613540295 0.050146323941883245 -0.10109518568228684 0.060264671764035799 0.056986528647276595 0.0059456468068891238 -0.021398306195034314 -0.040032635044638179 0.067640474791316893 -0.014001742378327024 0.093220816522015637 0.05210118155059118 0.054319616624852129 -0.01530777363481396 -0.109772382714902 0.048426337587637792 -0.072097898698866569 0.0019384784915159007 -0.038614213557213915 0.022043493437768891 0.010212219104942683 -0.073415943799301692 0.055539354171237079 -0.0097296893375192692
leaf_weight=0.2985539909448105 0.51229418916046288 0.94107436831427449 0.23481489993311555 18.3229316404577 0.31866589607670903 0.46541391346090677 1.3989358647013554 0.41925850506959272 0.85823118393091025 0.61524998614186088 1.3652433076631498 1.4779877823311833 0.30729500433153589 0.74258393350283125 0.26151608067772159 0.59769776417624598 0.14965063985437155 0.58607901085633407 2.2465830254368488 1.1941738385939968 0.45820172101593915 1.0983103998005388 0.85049603703373566 0.43697612767573446 0.50658636875868979 1.5751042051706461 3.0861750980329816 2.5382764050737014 2.3791506137931719 4.2657139832940629
leaf_count=78 34 35 40 1594 6 44 63 24 70 19 48 34 15 38 15 35 6 20 37 34 28 25 28 17 112 26 50 45 43 237
internal_value=-5.28115e-05 0.00173065 -0.00274752 -0.00155186 -0.0358811 -0.0697311 -0.00015163 -0.00287497 -0.0369685 0.00032733 0.0170082 0.0304541 -0.0800828 -0.0150964 0.000842802 0.0124445 0.0262178 -0.00130287 0.00774591 0.0301542 -0.0118397 0.000934465 -0.0259088 -0.0552413 0.0100433 -0.00568226 -0.0166833 -0.0368624 0.00416417 0.0136395
internal_weight=50.5092 30.3936 20.1156 19.8808 1.29637 0.78408 29.4525 25.4185 2.18248 23.236 4.03402 2.84323 1.16553 1.19079 18.5844 1.01696 0.448205 22.6208 7.37741 3.44076 3.93665 3.04147 1.94316 0.895178 1.09267 15.2434 7.19956 4.11338 8.0438 6.64486
internal_count=2900 1167 1733 1693 84 50 1132 928 144 784 204 82 85 122 1609 59 84 765 301 71 230 185 160 45 132 464 121 71 343 280
is_linear=0
shrinkage=0.1


Tree=317
num_leaves=31
num_cat=0
split_feature=1 1 1 1 2 1 4 4 4 3 0 4 0 1 2 3 1 1 2 3 1 4 1 1 4 4 2 2 3 2
split_gain=0.0249314 0.187491 0.20398 0.161329 1.10943 0.141846 0.163386 0.486937 0.454084 0.291508 0.314409 0.240245 0.225564 0.17812 0.306354 0.291097 0.212242 0.187892 0.185183 0.142143 0.136646 0.248575 0.188805 0.202526 0.131743 0.153413 0.127635 0.124803 0.112036 0.112622
threshold=62.046925192600007 62.095317438950012 62.116825104000007 62.197478847950002 -0.081474999999999992 62.036171360100006 41.872669623500009 42.508878681700004 41.792045663550006 0.090390000000000012 85.656964494200011 42.773538294100007 85.40693788805001 61.917879202350001 -0.053019999999999991 0.08784500000000002 61.767325547050007 62.00390986255001 -0.068524999999999989 0.099780000000000021 63.910026677050006 41.322103772800006 64.221887820150016 64.434276012450013 42.487106141350004 41.061442884200012 -0.083794999999999994 -0.073724999999999999 -0.082159999999999997 -0.036264999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 24 -3 4 -4 6 8 12 13 10 11 -9 -8 16 17 -16 19 27 -18 28 21 -5 -22 -24 25 -2 -23 -15 -1 -30
right_child=1 2 3 20 -6 -7 7 9 -10 -11 -12 -13 -14 14 15 -17 18 -19 -20 -21 22 26 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.036834631966757181 -0.0066387423547463872 0.036141070827026396 -0.11687309865176437 0.066462913066095211 0.028177802771196459 0.049838667828853343 -0.00058517067690797551 0.094601136931086918 0.083677651521854801 0.054235761587853329 -0.051966164304963772 -0.0016511733819937102 -0.10022550431970952 0.031398890590522803 0.02779326881528146 -0.059997177369180914 -0.071422972086248218 -0.0035138613852576574 -0.0061213434693177388 0.042810915657626153 -0.067982801272746349 0.024142424824824003 0.072381014232204874 -0.0017228963971557178 0.0039320702834754829 -0.063973149781309732 -0.017514240898297256 0.083471651279686587 -0.064837124661211262 0.010389513941355484
leaf_weight=0.32352412948443976 0.78191011957824175 1.5471858468372399 0.85031186972628381 0.84437531393996623 1.3880960708047521 0.6307066779118039 0.31914983393107899 0.309502042428904 0.75726656662300218 0.88031518014759047 1.1651144692295927 1.599291390738699 0.78853801591321826 1.0389415805536826 0.70573246674030066 0.81257139396620914 0.87111114248546073 0.79800357326348592 0.86595274842693448 0.76494432287290681 0.42293380084356869 1.5966553436592226 0.37448914656852395 24.300893537114046 0.99275654818029568 1.1576462546217952 1.3637901245165263 0.82633201591670546 0.46637809372987249 0.34714704610813607
leaf_count=69 15 29 27 42 25 25 37 15 11 40 35 162 35 33 18 24 28 24 20 26 22 29 22 1926 32 32 35 13 31 18
internal_value=-5.68958e-05 -0.0014718 0.000701118 -0.00105962 -0.0269232 0.00347488 0.00133101 -0.0129164 0.00973857 0.00349919 -0.0110309 0.0139557 -0.0715169 0.00257911 0.0166577 -0.0191907 -0.0135984 0.0370945 -0.0388691 0.00948107 0.000943385 0.018603 -0.00173375 -0.000598249 -0.0256949 -0.0408594 0.00495242 0.0544676 -0.0129414 -0.0327365
internal_weight=49.8916 35.621 32.6887 31.1415 2.23841 14.2705 13.6398 5.06191 8.57791 3.95422 3.07391 1.90879 1.10769 7.82064 4.18158 1.5183 3.63906 2.66328 1.73706 1.90199 28.9031 3.80482 25.0983 24.6754 2.93231 1.93956 2.96045 1.86527 1.13705 0.813525
internal_count=2900 2236 2157 2128 52 664 639 324 315 252 212 177 72 304 112 42 192 70 48 144 2076 106 1970 1948 79 47 64 46 118 49
is_linear=0
shrinkage=0.1


Tree=318
num_leaves=31
num_cat=0
split_feature=4 3 0 0 0 4 0 3 0 0 1 2 4 4 4 0 4 2 4 3 2 3 3 3 0 4 4 3 4 1
split_gain=0.023966 0.0925038 0.111346 0.0372542 0.0583184 0.0337394 0.102254 0.117764 0.188497 0.154379 0.163385 0.147945 0.0332471 0.0391072 0.101018 0.230782 0.0774753 0.329459 0.0948341 0.0900063 0.0387341 0.164033 0.250322 0.191172 0.229463 0.217945 0.36267 0.229783 0.237564 0.171866
threshold=32.785955158400007 0.088500000000000023 92.851278451300018 93.577162146500015 95.429509798400019 35.461062230100005 89.219171517050015 0.10575500000000003 90.337570099350003 92.031298721500022 72.026481772850005 -0.117115 35.97706729810001 36.514114975300011 36.372781240150012 91.144107538500023 37.020641110850008 -0.081169999999999992 37.360990606650006 0.088395000000000015 -0.011399999999999999 0.12424000000000003 0.10273500000000002 0.09642000000000002 96.249489528150022 40.259171735100004 39.646013290900008 -0.1444 43.933728833200007 81.320481529800006
decision_type=2 2 2 2 2 2 2 2 2 2 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 -8 -10 -11 -12 -7 14 15 -14 17 -15 19 -18 -20 22 23 24 25 26 -22 -27 -29 -26
right_child=5 -3 3 4 -6 12 7 -9 9 10 11 -13 13 16 -16 -17 18 -19 20 -21 21 -23 -24 -25 29 27 -28 28 -30 -31
leaf_value=-0.10099285481274189 -0.029233122481325938 -0.072837517932450399 0.1018086700957809 0.1005085389957836 -0.10137288603034796 -0.026044059361889943 0.094657285798574187 -0.021686729384095101 -0.088003531204830593 0.087481281043136336 0.058771270315558191 -0.10369543266624465 -0.084404977503947376 -0.091336875443688265 0.066311906377714447 0.057273602850739305 -0.0067486344316981077 0.018222144850622263 0.0008789942332386888 0.083985910954491053 -0.038597405190826481 0.048691481466864521 -0.061823801764029462 0.049134309226781553 0.04103160840867015 0.031513861884369103 0.071925043339694281 -0.10618207630443265 0.019020855875113579 -0.037300737480418296
leaf_weight=0.05457182251245285 0.43223306609070178 0.20001511864552768 0.099568046629428864 0.028904497623443604 0.028337589197718671 0.49919578307199586 0.42715485650114693 0.37634562510271496 0.13115484127774835 0.26439885736908764 0.10446463249361648 0.12093650755630869 0.21149856509873544 0.46193460773369566 0.31066069418346842 0.2519164585045246 0.18837198923802034 0.67636273409061576 38.334563877726481 0.26053701443697719 0.89327098707146013 0.47268778526267841 0.87192876232145966 0.60241647981820268 1.0656820527947273 0.2198551898302411 0.444710378171294 0.77706650975778746 0.18826542805709323 0.37996403059196371
leaf_count=47 34 53 2 2 64 36 12 18 7 7 25 41 11 34 12 37 30 26 1795 18 38 33 50 34 74 63 21 97 42 137
internal_value=-5.47346e-05 -0.0240901 0.022036 0.0648515 0.000567513 0.000147197 0.0133695 0.0262967 0.0435261 0.00835297 0.0341546 -0.0283985 -0.000373906 -9.89873e-05 0.0221905 -0.00738726 -0.000475398 -0.0262382 0.000180669 0.0459117 -0.000283261 -0.00781465 -0.0127217 -0.00335581 -0.0113232 -0.0295237 -0.0018626 -0.0607508 -0.0817642 0.0204433
internal_weight=49.379 0.411397 0.211382 0.15681 0.0572421 48.9676 1.85669 1.42446 1.04811 0.620955 0.4898 0.225401 47.1109 46.6117 0.774076 0.463415 45.8376 1.1383 44.6993 0.448909 44.2504 5.91585 5.44316 4.57123 3.96881 2.52317 1.33798 1.18519 0.965332 1.44565
internal_count=2900 168 115 68 66 2732 144 110 92 80 73 66 2588 2552 60 48 2492 60 2432 48 2384 589 556 506 472 261 59 202 139 211
is_linear=0
shrinkage=0.1


Tree=319
num_leaves=31
num_cat=0
split_feature=1 1 1 1 4 4 4 4 1 1 2 4 1 2 2 1 4 3 1 0 3 3 3 1 0 1 4 1 1 2
split_gain=0.0233909 0.152934 0.170457 0.22129 0.156137 0.123576 0.351613 0.325981 0.17045 0.188646 0.163228 0.410471 0.165824 0.162949 0.16213 0.145367 0.331619 0.296433 0.248796 0.185113 0.158677 0.163845 0.134451 0.116752 0.321145 0.114973 0.210656 0.157775 0.170971 0.106844
threshold=62.046925192600007 62.095317438950012 62.132955852800002 62.197478847950002 41.726652433350004 41.872669623500009 41.811877919650009 42.072181850200003 61.917879202350001 61.767325547050007 -0.053019999999999991 41.028010303750008 62.00390986255001 -0.076709999999999987 -0.068524999999999989 61.917879202350001 42.852084787850011 0.087725000000000011 61.409760615700009 86.20003303655001 0.078935000000000019 1.0000000180025095e-35 -0.15684499999999998 62.079186690200011 86.232294534150014 63.910026677050006 41.811877919650009 64.221887820150016 64.434276012450013 -0.083794999999999994
decision_type=2 2 2 2 2 2 2 2 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 23 4 -4 -3 6 8 -7 9 -1 12 -12 13 -10 -11 18 17 -17 20 -18 21 22 -9 24 -2 26 -5 -27 -29 -28
right_child=1 2 3 25 -6 7 -8 15 10 14 11 -13 -14 -15 -16 16 19 -19 -20 -21 -22 -23 -24 -25 -26 27 29 28 -30 -31
leaf_value=0.010542555721834407 -0.054836134527264449 -0.0030573773982796857 -0.036634783667395567 0.05837768024462206 0.053400955011513762 -0.10847752855874267 0.079377470649935819 0.0021073945839477442 0.017015428402892354 -0.066560902727552509 0.043323578097102376 -0.058226739629770458 -0.0011451216659831992 0.077499851973955786 -0.004885184476636939 -0.010864244308431123 -0.027127761376631129 -0.11114571081717142 0.054162702351531637 0.041348267892220569 -0.10352823496697401 0.099117472245093596 -0.10321072449112739 -0.044365959107590724 0.037581647321333872 -0.063611535176510414 0.020844825718847805 0.068371730368020758 -0.0016901135570453159 -0.018397061798412061
leaf_weight=1.8848662624839092 0.68669317154035459 0.8660083448048671 1.6753014067071514 0.9293358101240331 1.1276804800872922 0.30783922718182921 0.68809676653472696 0.73848273386101837 0.79963628599648462 0.84256707485201332 0.79900548650766701 0.79314973508007824 0.9368634132642909 1.0055059187579902 0.86254642836865947 0.63093358121113874 0.69119859684906237 0.55324747422127984 0.98402501805685449 0.92058211239054799 0.16890166943994689 0.14616778702475131 0.14501949685768645 1.3875054549607737 0.8310411786660552 0.40494179217967285 1.5661592578981076 0.35341961221274942 24.069319290490853 1.2456681505354932
leaf_count=145 33 15 37 48 29 24 10 85 31 28 25 22 28 15 20 22 40 38 22 15 29 5 60 35 11 22 28 22 1926 30
internal_value=-5.15251e-05 -0.00142496 0.000555385 -0.00131156 0.0288769 0.00342123 0.0108088 -0.00861412 0.00485462 -0.0112603 0.0182026 -0.00726484 0.0329904 0.0507066 -0.0353617 -0.00243927 -0.0175367 -0.0577156 0.0169009 0.0119829 -0.013691 0.00104547 -0.0151797 -0.0233997 -0.00423243 0.000759821 0.0171022 -0.00170273 -0.000676254 0.00346027
internal_weight=49.0417 35.1431 32.2378 30.2441 1.99369 13.8986 8.61224 5.2864 7.92414 3.58998 4.33416 1.59216 2.74201 1.80514 1.70511 4.97856 2.79596 1.18418 2.1826 1.61178 1.19857 1.02967 0.883502 2.90524 1.51773 28.5688 3.74116 24.8277 24.4227 2.81183
internal_count=2900 2236 2157 2113 44 664 324 340 314 193 121 47 74 46 48 316 115 60 201 55 179 150 145 79 44 2076 106 1970 1948 58
is_linear=0
shrinkage=0.1


Tree=320
num_leaves=31
num_cat=0
split_feature=3 3 3 2 4 2 2 0 2 1 1 0 3 2 4 4 3 1 3 4 2 0 3 4 2 1 2 1 3 1
split_gain=0.0241381 0.258429 0.183698 0.263865 0.124487 0.18594 0.381715 0.34878 0.263127 0.2566 0.249841 0.241651 0.207284 0.183784 0.40821 0.344296 0.228258 0.265544 0.219171 0.201683 0.148476 0.248718 0.290217 0.135884 0.168675 0.0961832 0.084191 0.0821387 0.319891 0.0712965
threshold=0.093295000000000031 0.093480000000000021 0.092290000000000025 -0.099224999999999994 39.852039223600009 -0.083794999999999994 -0.069554999999999992 90.837623311600012 -0.088329999999999992 62.068432857650002 80.677940036650014 85.968825637350008 0.11048000000000002 -0.076709999999999987 36.82350895510001 35.337501601400007 0.095845000000000027 64.654729579150015 0.10236000000000002 37.797539186950011 -0.5169149999999999 85.968825637350008 0.099425000000000027 40.712530798250008 -0.60827500000000001 61.960894532450006 -0.0023999999999999998 65.848404989100018 0.10133000000000002 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 29 -4 13 8 -7 9 20 11 -9 25 -11 14 27 -15 -16 -18 -17 -20 23 -22 -23 -6 -25 -8 -21 -3 -29 -1
right_child=1 4 3 -5 5 6 7 10 -10 12 -12 -13 -14 15 16 18 17 -19 19 26 21 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0058833375380129265 0.068984792626047384 0.061636098184236626 0.018359159014679032 -0.092898064614665765 0.075022886750449214 -0.079618462087632513 -0.085689613687403798 -0.092142272863779101 0.051946920041317415 0.06651843909446041 0.012432831021361493 0.013719916367785884 -0.0046951463660214561 -0.053816182508205149 0.018959690524572446 0.077440565902240008 0.0067288708965507031 -0.11233604445231259 0.070159768305080764 0.020424027554867191 0.02387109090376759 -0.092142243645504246 -0.00722882535019795 -0.062379055790104013 0.038653156514894753 -0.019520105260937577 -0.029002923020591282 0.065491398617673557 -0.10501451896037675 0.0038063004740250201
leaf_weight=13.383157561895144 0.57363249134141625 0.57623557746410392 0.36418151088943773 0.51408243810192189 0.38368973742035428 0.8576197318034281 0.48644373284695674 0.70439187386364188 1.0836407426977563 0.96191675125919551 0.33812431131516973 1.145387530326843 0.7107391389690747 0.45679997345877099 0.3575559602751921 1.0056553197933911 0.27029023529030383 0.61015568360190287 0.57496862803600368 0.83250994360787467 0.96598165020623206 0.65091894631450475 1.054674638916367 0.26291525299893692 0.44482389925906318 0.4005745423019107 0.58803543628891886 0.31397306189333563 0.16940004448580126 17.553905750676158
leaf_count=607 11 19 21 35 18 34 23 43 20 29 31 33 25 37 20 47 10 58 19 22 34 40 43 16 35 21 26 27 39 1457
internal_value=-4.70505e-05 0.00302168 -0.00166566 -0.0467641 0.00068703 -0.00581657 -0.0182192 -0.00712786 0.00852726 0.00724964 -0.0582249 -0.0166245 0.0362586 0.0124972 -0.00942483 0.0270631 -0.0484204 -0.075784 0.0393735 0.0201893 -0.0039764 -0.0166726 -0.039635 0.0271011 0.00112109 -0.0558077 -3.62822e-05 0.036136 0.00573692 -0.000385369
internal_weight=48.5964 16.7811 31.8153 0.878264 16.2074 10.4518 5.6052 4.74758 4.84664 3.70506 1.04252 2.03241 1.67266 5.75558 2.29761 3.45797 1.238 0.880446 3.00117 1.99551 3.763 2.67158 1.70559 1.09143 0.707739 0.887018 1.42055 1.05961 0.483373 30.9371
internal_count=2900 780 2120 56 769 445 239 205 206 131 74 77 54 324 173 151 88 68 114 67 186 117 83 69 51 44 48 85 66 2064
is_linear=0
shrinkage=0.1


Tree=321
num_leaves=31
num_cat=0
split_feature=2 2 3 2 3 3 2 3 2 3 2 2 0 0 0 1 4 4 0 0 3 3 4 1 2 3 3 1 0 0
split_gain=0.0240415 0.179628 0.266907 0.180803 0.138674 0.225337 0.244446 0.211618 0.205484 0.175972 0.672394 0.120772 0.107358 0.479515 0.340698 0.319655 0.221883 0.159686 0.612621 0.134894 0.148839 0.214384 0.198424 0.133568 0.165785 0.113978 0.247837 0.104442 0.0977198 0.15432
threshold=-0.092289999999999997 -0.088329999999999992 0.082775000000000029 -0.090694999999999998 0.083565000000000014 0.086105000000000029 -0.14581999999999998 0.081815000000000013 -0.094344999999999998 0.088105000000000017 -0.11808 -0.11808 87.181320254150009 85.968825637350008 85.737618238150006 65.111767461350013 41.532441862050007 36.514114975300011 90.337570099350003 97.671683879200017 0.094415000000000013 0.09117500000000002 39.945535567850008 67.980352286500008 -0.11808 0.08883000000000002 0.093480000000000021 60.474177186300004 86.388225105700016 89.219171517050015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 7 6 -6 28 9 10 -7 -9 13 14 16 -14 -11 23 -19 20 21 -20 -22 -17 -25 -21 -27 -3 -1 -30
right_child=1 27 3 -5 5 8 -8 11 -10 12 -12 -13 15 -15 -16 17 -18 18 19 25 22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.012345930797708245 0.036308691086650073 -0.053334501608936595 -0.019113128532489775 -0.091640715512188289 -0.011749786511494029 0.036033669877027559 0.06370397430246609 -0.020695678489197261 0.053469109050368772 -0.064397885844319491 -0.11400422304123968 -0.10824508873865005 0.079398666731650525 -0.066570086077101229 0.08132496900909536 0.10190843877900167 0.033872551467667822 -0.11825196109974939 0.0068915245625626662 0.069128227943815235 -0.073962212389474993 0.081478556986320422 0.024443080150345412 -0.057668731916632368 0.084768561615947202 -0.11302130554485511 -0.0023793794315725919 0.00086082851874548353 -0.063413261965783133 -0.0043771261923707463
leaf_weight=2.3097578353979378 0.4314897683725637 0.36014487703345111 0.71823566751902479 0.65916234584585698 0.62791752032123316 0.6140432804837701 1.3578053176615856 0.31564270162033381 0.74396221793690998 0.4631133311922897 0.58159974825127647 0.31461999024850218 0.62481835298240174 1.0014964498113839 0.5981326550245285 0.28041394799947728 0.45598944458470214 0.41934008977113979 0.82182609030860543 0.1384912566281854 0.3106490210557239 0.72559213099884801 0.60197355004493147 0.17732386159568136 0.15155338635164028 0.25972293335925634 0.91815852860579383 28.121862873110818 0.54027163799401057 2.4536984527358143
leaf_count=238 21 113 29 40 36 31 41 27 29 35 19 17 11 31 11 6 29 12 26 6 23 25 25 36 17 28 107 1339 30 462
internal_value=-5.09083e-05 -0.00176512 -0.0323221 -0.0538217 0.00286493 0.00910326 0.0398443 -0.00961797 0.00292992 -0.00118187 -0.0369497 -0.0643994 0.00419838 -0.0128654 0.0225839 0.0121137 -0.0156435 0.0033644 -0.00358252 0.00915059 0.0229759 0.0418658 -0.00905325 0.0512029 0.0079693 -0.0166862 -0.0267759 0.000175548 -0.00310808 -0.0150304
internal_weight=48.0988 30.2909 1.80889 1.3774 17.8079 11.8739 1.98572 5.93399 9.8882 9.14424 1.19564 0.630263 7.9486 2.51873 1.51724 5.42986 0.919103 4.80504 4.19575 3.77641 2.46004 1.54742 0.912623 0.609291 0.328877 1.31637 1.17788 28.482 5.30373 2.99397
internal_count=2900 1542 90 69 1358 584 77 774 507 478 50 44 428 106 75 322 64 311 252 240 99 51 48 59 53 141 135 1452 730 492
is_linear=0
shrinkage=0.1


Tree=322
num_leaves=31
num_cat=0
split_feature=1 0 4 2 2 0 2 4 2 2 2 3 2 0 2 1 0 3 0 3 2 1 2 2 1 1 4 0 1 0
split_gain=0.0245823 0.187628 0.187065 0.114837 0.603779 0.178864 0.271073 0.173275 0.230568 0.190494 0.273707 0.336943 0.225174 0.150938 0.142563 0.131006 0.249761 0.246379 0.130583 0.179835 0.125054 0.119333 0.114579 0.139978 0.108645 0.196256 0.104951 0.0993304 0.0914235 0.128727
threshold=68.961639504150014 93.262612545250008 34.394321486900004 -0.060760000000000002 -0.069554999999999992 97.32487278035002 -0.046474999999999995 38.238138001450004 -0.117115 -0.079824999999999993 -0.08756499999999999 0.086355000000000029 -0.088329999999999992 97.671683879200017 -0.092289999999999997 69.873026810350026 94.776214472700005 0.076825000000000018 102.21786657775002 0.079785000000000009 -0.094344999999999998 71.090898343450007 -0.046474999999999995 -0.040019999999999993 71.666228383350017 71.787208999250012 37.272044000450002 96.588235252600015 81.524804347700012 107.15656416340002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 6 -5 8 21 10 12 -12 14 -7 18 -8 -17 -18 20 -20 -9 -3 -15 -24 -4 -26 -23 -19 -25 -30
right_child=1 3 24 5 -6 13 15 9 -10 -11 11 -13 -14 22 -16 16 17 27 19 -21 -22 26 23 28 25 -27 -28 -29 29 -31
leaf_value=0.0016592222150642337 0.030086107887316318 -0.10360088117868127 -0.10952148874569359 0.08050127667142061 -0.11347099033693603 -0.1120713848551481 0.06273881342062923 0.0062233862960357723 -0.10546892823676235 0.036876580456147751 0.011992109656047452 -0.092641652747326275 0.093122619416435876 -0.08336387994834854 -0.046636699261736289 -0.061725269019177777 -0.027710198064740777 0.019897833539584197 0.00027015299751642971 -0.1023361395294957 0.064300058670493557 0.061302443750414271 0.093994934547513981 0.0066870920380023768 0.10265551401504208 -0.10643863459438525 -0.10103815002305382 0.086764194662552016 -0.10226105716799538 0.0045299735911139942
leaf_weight=30.361181333842296 0.21022459585219877 0.077945847428054549 0.39570036520808571 0.72168574109673533 0.5065180155497736 0.13401265232823822 0.40210059098899131 4.8226334817190946 0.36050103321147986 1.3452549692356086 0.54782952826531051 0.70230054919238682 0.2727542018983512 0.16598768266885677 0.58694102594745334 0.49173187664655449 0.62709709983027984 0.43379867415205808 0.52263597078558621 0.25374795014283791 0.40163860807660956 0.24974943326093779 0.15641280054114837 1.6993610009394609 0.078869413606298622 0.10418853345697698 0.047377462422559802 0.455366350710392 0.20602853112933406 0.24965111266425311
leaf_count=1254 8 8 27 16 35 6 10 277 92 43 31 54 9 17 40 40 20 23 180 114 13 109 8 130 3 48 32 19 71 163
internal_value=-5.28877e-05 -0.00306981 -0.050706 -0.000783817 -0.00690741 0.0106225 0.0267374 -0.00161109 -0.0483617 0.0020257 -0.00375489 -0.0467893 0.00408706 -0.00870333 0.000400618 0.0106383 0.000205121 0.0202895 0.00500147 -0.033265 0.0106883 0.0065269 -0.00311183 0.00265115 -0.0800524 -0.0163517 0.0354169 0.054142 -0.00397858 -0.0437539
internal_weight=47.5912 17.23 0.788983 16.4411 10.6978 5.74323 3.13178 10.1913 0.735574 9.45574 8.11048 1.25013 6.86035 2.61145 6.5876 2.41009 2.00799 1.51626 6.00066 0.776384 5.22427 0.375073 2.47744 2.31145 0.578758 0.183058 0.297127 0.889165 2.15504 0.45568
internal_count=2900 1646 86 1560 1037 523 128 1002 241 761 718 85 633 395 624 112 102 62 584 294 290 149 389 372 78 51 141 42 364 234
is_linear=0
shrinkage=0.1


Tree=323
num_leaves=31
num_cat=0
split_feature=4 2 3 4 4 0 1 0 2 2 4 0 2 0 0 0 4 2 4 0 3 0 2 0 3 3 1 1 0 2
split_gain=0.0216573 0.0769243 0.0877833 0.0264762 0.0313869 0.0287066 0.260791 0.180711 0.186999 0.180596 0.160168 0.273696 0.33619 0.318324 0.299212 0.269388 0.179866 0.192428 0.1511 0.36744 0.15001 0.259588 0.253839 0.261239 0.260897 0.233541 0.237183 0.231992 0.215798 0.210335
threshold=32.785955158400007 -0.10710499999999999 0.088500000000000023 34.542090938800008 33.96174662340001 91.625341543800019 67.649671936450019 90.337570099350003 -0.053019999999999991 -0.117115 38.703421923500009 94.776214472700005 -0.033594999999999993 95.071944867050021 97.013011637200023 97.152811460000024 39.211875820650008 -0.071129999999999985 38.592454371550012 89.872466842800023 0.090865000000000015 92.652332549650012 -0.59511499999999995 93.776108048200015 0.10332500000000001 0.090225000000000014 71.787208999250012 72.496961945650014 95.238629271150003 -0.058529999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 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 18 9 -9 11 12 -8 -13 -15 -16 17 -12 -5 -20 21 -18 -22 -24 29 26 -23 -28 -26 -25
right_child=3 2 -4 5 -6 6 10 8 -10 -11 16 13 -14 14 15 -17 20 -19 19 -21 22 25 23 24 28 -27 27 -29 -30 -31
leaf_value=-0.10235968303760895 -0.0010984940871479442 0.056571856426495752 -0.057294668289081044 0.020243906032230346 0.038085786336102517 -0.071337190803736308 -0.11094613609936683 0.013071583707456147 -0.013023232198518512 0.089528529757430128 -0.0047090237795553687 0.082209020921165651 -0.0095094041757298568 -0.088580853367340007 0.10369195156988448 -0.017076273994772111 0.075425484697545342 0.075568570781323591 -0.0011971681780825871 -0.085414679382547015 0.039023398122917156 -0.034651425344781252 -0.09853930511772778 -0.071493298264104152 0.094317259424969269 0.051252516562934274 0.076309331867045749 0.0012217321961323841 -0.0038957164438397766 -0.0012234199589699346
leaf_weight=0.0938512343772544 0.42036625551293028 0.14299484945288909 0.12858861398417076 3.1433233164762049 0.39793094020615172 0.54681962529503181 0.60738439603096595 0.57357705586764485 0.61882029880916789 0.66959817125461984 0.53301311402829299 0.40035156889643975 0.70711664378177663 0.42979062200174656 0.23934141194331437 0.80908161023546654 0.52907327093998713 0.67892347160994748 22.777205607180012 0.53011890875313739 0.7101477219875959 1.7736671542261317 0.44060964428353999 1.0005029220751143 0.2856354816321981 0.89365550520051318 0.44970095218377526 4.8398357078080494 1.0321394300579241 0.74177578424587398
leaf_count=86 48 43 39 119 36 56 41 32 37 19 36 14 27 33 4 202 17 30 895 23 31 136 11 107 7 18 21 600 78 54
internal_value=-6.24868e-05 -0.0243123 0.00265864 0.000126949 0.0179565 -0.00019049 -0.0033559 0.00178266 0.0318941 0.0542528 -0.00118223 -0.0213802 -0.0563797 0.00311034 -0.0183123 0.0104935 0.00345467 0.0402623 -0.000337041 -0.00311267 -5.87037e-05 0.0075981 -0.0154893 -0.0265477 -0.0161818 0.00308807 -0.00300582 0.00760546 0.0173925 -0.0415759
internal_weight=47.1449 0.365435 0.271583 46.7795 0.818297 45.9612 17.6486 28.3126 1.862 1.24318 17.1017 3.19307 1.3145 1.87857 1.47821 1.04842 13.9087 1.21194 26.4506 23.3073 12.6967 8.48593 4.21081 3.50066 3.06005 7.95686 7.0632 5.28954 1.31777 1.74228
internal_count=2900 168 82 2732 84 2648 1523 1125 88 51 1467 321 68 253 239 206 1146 66 1037 918 1080 792 288 257 246 775 757 621 85 161
is_linear=0
shrinkage=0.1


Tree=324
num_leaves=31
num_cat=0
split_feature=4 4 4 2 3 3 0 4 3 3 3 0 0 0 0 4 4 4 3 2 1 3 1 4 0 2 0 4 4 2
split_gain=0.0232609 0.159127 0.13173 0.137757 0.0844478 0.258108 0.195358 0.191189 0.254039 0.234565 0.225602 0.142491 0.258853 0.172372 0.151826 0.0953275 0.0749196 0.15119 0.158082 0.0603176 0.0694199 0.0539437 0.096464 0.048744 0.196598 0.0651229 0.126615 0.10103 0.0950339 0.061347
threshold=43.19689381845 43.245737185650007 43.082598263550004 -0.079824999999999993 0.086945000000000022 0.083795000000000022 86.232294534150014 43.673409002000007 0.083415000000000031 0.082325000000000023 0.081550000000000025 91.410264893400026 97.32487278035002 100.67200315280002 86.950112854950021 43.968221017800005 43.022303514600004 42.898324343550009 0.086355000000000029 -0.23871499999999998 74.292851976800009 0.080375000000000016 66.499011856650014 45.673096293200011 90.437043050150024 -0.156745 105.70748523110002 47.833738492450003 48.988717865950008 -0.088099999999999998
decision_type=2 2 2 2 2 2 2 2 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 16 -4 5 7 -7 21 9 10 19 14 -13 -14 -6 -8 17 -1 -19 20 -9 22 -3 24 -21 27 -27 -25 -29 -28
right_child=1 4 3 -5 11 6 15 8 -10 -11 -12 12 13 -15 -16 -17 -18 18 -20 23 -22 -23 -24 25 -26 26 29 28 -30 -31
leaf_value=-0.00014072449457469481 0.069651382621781929 0.08434707769129389 -0.090720574618567362 0.0090542768633663801 0.0089507843658234044 0.018759975879343499 -0.11385051549752688 -0.10384661364089361 -0.11400405055689838 0.055044504156465363 -0.11397497954480058 -0.076273833531328994 0.090462316281071375 -0.027932005819578054 0.085940400932546665 -0.032878076700704743 0.035123411321798491 -0.0013432083668701599 -0.10907241618423867 -0.063598974943047878 0.03511869744635257 0.08158723666143515 -0.038195180326660902 -0.055335466252236981 0.051508690785907189 -0.10499992024958429 -0.052011206522604193 0.036579412147795663 -0.013887492965810093 0.046260758148751066
leaf_weight=36.995193772375387 0.36186536768218402 0.12564254656626861 0.32985136004072046 0.23838902841180143 0.54359919230932952 0.2615866035921498 0.39630163487208847 0.11509798594170195 0.19576599331594469 0.70513023503372085 0.1909349755878792 0.34836416794132663 0.26843464397825301 0.22692936068551717 0.48438036475454282 0.22964331562064899 0.58597156308337517 0.28315268230653501 0.26247960509215318 0.19820020764245905 0.052274117380648022 0.36230324800999369 0.13144117671345157 0.25985546947890759 0.59027939943371166 0.18094374165684701 0.11143654439501915 0.77311242413998094 0.72122582268639235 0.14774319551770532
leaf_count=1965 11 27 34 21 31 12 22 90 10 25 10 37 9 46 18 43 22 23 21 33 17 11 17 25 45 91 23 31 91 39
internal_value=-5.59981e-05 0.00485894 -0.00106991 -0.0488629 0.00178227 -0.00422428 -0.0538144 0.00482928 -0.00274858 0.00263421 -0.00842683 0.0202313 -0.0102242 0.0362251 0.045228 -0.0841438 -0.000357607 -0.000911428 -0.053167 -0.00202945 -0.0604446 0.0567278 0.021694 0.00124837 0.0225741 -0.00641455 -0.0408074 0.00221455 0.0122221 0.00400789
internal_weight=46.6775 7.98249 38.695 0.56824 7.62063 5.74892 0.887532 4.86139 4.242 4.04623 3.3411 1.87171 0.843728 0.495364 1.02798 0.625945 38.1268 37.5408 0.545632 3.15017 0.167372 0.619387 0.257084 2.9828 0.78848 2.19432 0.440123 1.75419 1.49434 0.25918
internal_count=2900 814 2086 55 803 662 77 585 530 520 495 141 92 55 49 65 2031 2009 44 485 107 55 44 378 78 300 153 147 122 62
is_linear=0
shrinkage=0.1


Tree=325
num_leaves=31
num_cat=0
split_feature=0 0 0 4 4 1 3 3 1 0 2 0 1 1 2 1 0 2 3 2 1 1 1 4 4 1 2 0 4 3
split_gain=0.0237966 0.142375 0.106804 0.2731 0.105346 0.0970362 0.169082 0.0993352 0.0809247 0.0892433 0.279388 0.103443 0.0911501 0.483301 0.193185 0.0707074 0.240146 0.140972 0.126222 0.150895 0.0770187 0.205968 0.0615774 0.0611635 0.0877799 0.113945 0.0686072 0.140103 0.0667813 0.0589991
threshold=85.716110573100011 85.807518149550006 86.001087134900004 40.532725462000009 42.622319549950006 62.00390986255001 0.10332500000000001 -0.17732499999999998 61.885617704800005 86.232294534150014 -0.048664999999999993 86.280686780500005 62.079186690200011 62.084563606450011 -0.068524999999999989 61.971648364950006 85.447264760050004 0.19122000000000003 0.070195000000000021 -0.121865 60.474177186300004 57.960468834350003 57.129735272050006 48.919835655300012 48.852845034800005 55.855406118200008 -0.13820499999999999 73.913779380400015 35.97706729810001 0.087265000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 15 7 -7 -4 10 -10 -11 14 -14 -13 16 17 18 19 23 21 22 -20 24 25 -1 27 -27 -29 -15
right_child=1 2 8 4 -6 6 -8 -9 9 11 -12 12 13 29 -16 -17 -18 -19 20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.10426314846665566 0.026909830763918886 0.0078439087472775386 -0.043140055467146908 -0.1070843855400192 -0.027974867505745987 -0.0077249921849646078 0.029252259963203811 -0.090025547173703035 0.040493574744262364 -0.051364623871645948 -0.029002093671085163 -0.0044975157730466541 -0.11284928198615299 -0.0052999208333280087 0.042072751708860011 0.034954485191518295 -0.048603031759471754 -0.06623078767338135 -0.0019136165058456476 -0.10469036080782193 0.03982936972215026 -0.084426254053667965 0.062326129216584529 -0.026572102501678043 0.10237599663667801 0.064295417672995278 0.090398989459433574 0.018507914910870529 -0.10341642418166544 0.0038497176546501092
leaf_weight=0.083357667076143338 1.990834217169321 1.0236250411835488 0.41760832578438467 0.39740837623685354 0.29201994484174065 0.2187521990613277 0.28442388488474535 0.4449722386752909 1.842209061724134 0.39173060283064742 0.84329618324409139 2.1025673800613736 0.38489250279963272 12.274672679828969 1.5454998944187526 0.50778198831540056 0.97561055813457631 0.24664475827739796 0.28960696641843275 0.15658930617269762 1.4728085780516265 0.20766477640927405 0.30780941543343943 0.50558000826276839 0.10727103054523468 0.18282353851327582 0.11338694393634785 0.071600620833578432 0.12057393898521696 16.549440182661719
leaf_count=45 41 26 17 31 18 22 20 110 36 11 31 42 9 1146 36 22 36 13 25 77 47 34 15 25 2 33 3 16 35 876
internal_value=-5.78444e-05 0.000840539 -0.00052291 -0.0249241 -0.0735761 -0.00577231 -0.0352568 -0.0629007 0.000626973 0.00113561 0.0186707 -0.000280701 0.000328335 -0.00153305 0.0152319 -0.000546079 -0.00426955 0.00691911 0.0119044 -0.012434 0.0262344 0.00136385 0.0311849 -0.000238769 0.0193685 0.00379454 0.0222379 0.00162819 -0.0579897 -4.66318e-05
internal_weight=46.3531 40.0558 38.065 1.71305 0.689428 6.29726 0.948148 0.663724 36.3519 35.9343 2.68551 33.2488 32.8571 29.209 3.64807 5.34911 4.84133 3.86572 3.61907 1.34118 2.27789 0.805081 0.597416 1.18459 0.679014 0.571743 0.488385 0.374998 0.192175 28.8241
internal_count=2900 2320 2279 75 49 580 152 132 2204 2187 67 2120 2109 2031 78 428 406 370 357 236 121 74 40 159 134 132 87 84 51 2022
is_linear=0
shrinkage=0.1


Tree=326
num_leaves=31
num_cat=0
split_feature=4 4 4 2 4 3 3 4 4 3 3 3 0 0 0 0 3 0 2 4 4 4 2 1 0 4 2 0 0 0
split_gain=0.0238223 0.134978 0.117394 0.163854 0.0824798 0.0806032 0.173451 0.172953 0.168402 0.227517 0.196433 0.197114 0.156887 0.220838 0.161607 0.1529 0.0849263 0.110253 0.0519088 0.0672708 0.0474681 0.123826 0.152534 0.047193 0.171396 0.101933 0.0877402 0.0784092 0.0851118 0.102012
threshold=43.19689381845 43.245737185650007 43.104429861650011 -0.079824999999999993 43.279086095950007 0.086945000000000022 0.083795000000000022 44.215931556700006 43.673409002000007 0.083415000000000031 0.082325000000000023 0.081550000000000025 91.410264893400026 97.32487278035002 86.420486603250012 100.67200315280002 0.083185000000000023 93.972365491700018 -0.23871499999999998 44.215931556700006 43.022303514600004 42.898324343550009 -0.08725999999999999 63.565904036300005 71.340924949550015 44.215931556700006 -0.23378499999999999 85.737618238150006 95.429509798400019 95.897301513100004
decision_type=2 2 2 2 2 2 2 2 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 20 -4 -3 6 8 -8 16 10 11 18 14 -14 -7 -15 17 -6 19 -10 21 -1 -23 24 -20 -25 -26 -27 -29 -30
right_child=1 4 3 -5 5 12 7 -9 9 -11 -12 -13 13 15 -16 -17 -18 -19 23 -21 -22 22 -24 25 26 27 -28 28 29 -31
leaf_value=-0.00023653814910167077 0.066042942718544648 -0.067345915729731629 -0.1072752740555159 0.0094716669495331571 0.082277697660784049 0.0012969655509076899 -0.075332543850629416 0.030928777188714479 0.037796768561341614 -0.11259316649845584 0.051525683531244329 -0.11201358735306742 -0.072313089475823863 0.088155294914314786 0.085231343727388498 -0.025650638068791629 0.10397262731200244 -0.037744422309388001 0.016481617946734719 -0.10343668939756015 0.026430065535967745 0.0022930660733080366 -0.10635011311860405 0.070640013770915083 -0.010818562372958189 0.074921632250327316 -0.1014238042264558 -0.05087897945273262 0.09473843551712248 -0.0027698072050653779
leaf_weight=36.725276814285159 0.34621407541271665 0.16691879349673389 0.24575550990766715 0.23533763354271187 0.1560135225936391 0.39438473685947861 0.55917066610618338 0.2109591803813089 0.0497787574604448 0.17752101389487496 0.69114122423343349 0.1700584151840302 0.33329672094987473 0.24786018999293447 0.54832725042979291 0.22541750077471079 0.22834698019141797 0.15023946950623213 0.70023093003919823 0.10457232567841857 0.64551178053875347 0.27123880243846088 0.24683034187887543 0.2530457620123342 0.1846867414060398 0.13431211095303286 0.2536908025649609 0.3135519319166632 0.12130027404054977 0.92911583838326806
leaf_count=1965 11 11 27 17 30 26 35 40 18 10 25 10 37 9 20 46 4 15 38 89 33 20 24 16 13 4 33 64 4 206
internal_value=-6.27663e-05 0.00503263 -0.00107868 -0.0501659 0.00214068 0.00376582 -0.00228961 -0.0462247 0.00503794 -0.00187224 0.0031605 -0.00723887 0.0224163 -0.00996018 0.0501173 0.0339507 0.0578144 0.0233981 -0.001386 -0.0578884 -0.000455397 -0.000921383 -0.0494692 0.00163179 -0.0142168 0.0119356 -0.0632522 0.00202099 -0.00515765 0.00849028
internal_weight=46.0201 7.65016 38.37 0.481093 7.30394 7.13702 5.38774 0.77013 4.61761 4.08301 3.90549 3.21434 1.74929 0.806574 0.942712 0.473278 0.5346 0.306253 3.04429 0.154351 37.8889 37.2433 0.518069 2.88993 1.13861 1.75133 0.438378 1.49828 1.36397 1.05042
internal_count=2900 814 2086 44 803 792 654 75 579 530 520 495 138 92 46 55 49 45 485 107 2042 2009 44 378 84 294 46 278 274 210
is_linear=0
shrinkage=0.1


Tree=327
num_leaves=31
num_cat=0
split_feature=2 4 2 4 3 2 3 2 0 2 0 4 0 1 3 3 2 2 1 3 3 3 0 3 3 3 3 0 1 1
split_gain=0.024882 0.0824558 0.0416308 0.113067 0.0669849 0.0364552 0.108473 0.105205 0.109946 0.0824329 0.0743648 0.117093 0.109642 0.0614231 0.0514905 0.168976 0.124198 0.280921 0.181048 0.204112 0.100363 0.0684302 0.107056 0.062359 0.0579291 0.132913 0.180194 0.084183 0.0435707 0.20183
threshold=0.68694500000000025 41.43512228960001 0.27148500000000009 38.938637541200009 0.094415000000000013 0.20327000000000003 0.10575500000000003 0.15675000000000003 88.232507383150008 0.12406000000000002 91.625341543800019 41.061442884200012 93.442739239950015 70.574714382400018 0.11614000000000002 0.11308000000000003 -0.033594999999999993 -0.074434999999999987 75.403185184700007 0.25847000000000003 0.11048000000000002 0.10721500000000002 88.76213363490001 0.10500500000000003 0.10273500000000002 0.10236000000000002 0.10176000000000003 86.036037090600004 69.873026810350026 70.085415002650009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -4 7 10 9 -9 14 -7 12 -12 -11 15 20 17 18 19 -16 21 23 -23 24 25 26 28 -26 -1 -30
right_child=1 -3 3 -5 -6 6 -8 8 -10 13 11 -13 -14 -15 16 -17 -18 -19 -20 -21 -22 22 -24 -25 27 -27 -28 -29 29 -31
leaf_value=0.0023396338200953651 0.070004026282495899 -0.023068170433694871 -0.046103446696651396 -0.10501379374528728 0.031361034910979732 0.047144769606976444 0.071705365949452024 -0.067299539463876054 0.0028493074350587366 0.098229952004895649 0.0032343628078898299 0.034582535322845935 -0.092712894477423841 0.0094045213406740869 -0.068143752934633026 0.061528633030058025 0.039126287097355696 -0.082828872304496912 0.057718647217914733 0.015211531614200685 -0.036082833680007441 -0.0077262740317251893 0.06172063382074891 -0.025331931073601308 0.043142753426685575 -0.05814013207689165 0.06705246282546562 -0.001845524644492471 -0.072926655895879267 -0.002621410215456798
leaf_weight=22.723977816320261 0.19851168482381254 0.18288016908081772 0.19750588752799458 0.1403421176760844 0.25672488564144658 0.26723345817663247 0.27986951616185241 0.47519704477235691 0.4217057202006913 0.14792084417422202 0.23738731117919087 0.303333275003979 0.23901869213221971 0.16434142030655607 0.51573306530281138 0.45290514193584286 0.37656482909187516 0.5774544816267736 0.39078679478568301 0.6825616166971713 0.75208831309669122 0.42879543290473421 0.46021682420706611 0.93613247305881842 0.77455317531712242 0.38968321354127411 0.40317603673588465 0.89834764077113505 0.42404609097866242 11.016024489955067
leaf_count=985 21 23 42 38 19 21 8 26 29 8 9 25 36 36 35 26 33 28 34 27 32 20 28 38 18 9 19 33 12 1182
internal_value=-6.01072e-05 0.0253752 -0.000274095 -0.0265609 -0.0023216 7.52518e-05 0.0164032 -0.000423794 -0.034317 0.000291216 0.00162027 -0.013982 -0.0449035 0.0514818 -8.7545e-05 0.000796954 -0.0138814 -0.0230947 -0.0013879 -0.0206637 9.54041e-05 0.000802965 0.0282245 0.000154025 0.000805359 -6.46019e-05 0.000590095 0.0189841 -0.000194239 -0.0052274
internal_weight=45.715 0.381392 45.3336 0.594573 0.454231 44.7391 1.32684 43.4122 0.896903 42.5153 1.04697 0.779739 0.476406 0.312262 42.203 39.6599 2.5431 2.16654 1.58908 1.19829 39.207 38.455 0.889012 37.5659 36.6298 34.9569 34.5672 1.6729 34.164 11.4401
internal_count=2900 44 2856 99 61 2757 99 2658 55 2603 91 70 45 44 2559 2402 157 124 96 62 2376 2344 48 2296 2258 2207 2198 51 2179 1194
is_linear=0
shrinkage=0.1


Tree=328
num_leaves=31
num_cat=0
split_feature=1 0 3 1 0 0 1 3 0 4 0 0 0 1 1 1 3 3 4 2 0 4 2 2 4 0 0 4 4 2
split_gain=0.0250793 0.229655 0.262733 0.14709 0.0941573 0.225279 0.154348 0.139521 0.112421 0.0907737 0.169861 0.146774 0.130822 0.505545 0.471134 0.279837 0.159477 0.112677 0.168686 0.320601 0.151956 0.138359 0.10083 0.0896069 0.0890192 0.178574 0.335753 0.128472 0.122998 0.25521
threshold=71.090898343450007 95.502098167950024 -0.084259999999999988 70.865067860500019 94.047642319350018 94.776214472700005 70.026268923800004 0.089580000000000021 93.867515624600017 37.858673296900008 92.851278451300018 93.262612545250008 90.337570099350003 66.697957758300021 67.649671936450019 65.111767461350013 0.080515000000000017 0.085880000000000026 35.131296350900008 -0.11420499999999999 90.259604813550013 35.131296350900008 -0.091399999999999995 -0.012769999999999998 40.823855932350007 96.249489528150022 96.811377277450006 41.21013581150001 39.211875820650008 -0.030985000000000002
decision_type=2 2 2 2 2 2 2 2 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 23 9 11 12 17 15 -14 -15 -11 -17 18 19 -1 -20 -19 -23 -7 25 -3 -27 -26 -28 -30
right_child=1 24 -4 -5 5 7 -8 -9 -10 10 -12 -13 13 14 -16 16 -18 21 20 -21 -22 22 -24 -25 27 26 28 -29 29 -31
leaf_value=-0.10242265007099512 -0.0016438102584060044 -0.10516948002285338 -0.10347278535029875 0.041681980615682318 0.0078436277417335259 -0.066157860411121469 -0.10522428949047383 0.047810469193950572 0.038422322773727959 -0.00024595098422893754 -0.039464461087073251 0.073687550378203584 0.068611659822470514 -0.099057374543160326 0.026054442715173567 -0.018055015023840392 -0.11016855028845972 -0.018968702799402753 -0.0070280075548403743 0.10140340082409521 -0.098839740589409433 0.0067780493255986179 0.055631746588843727 0.014852390087321785 0.038909447892340791 0.077056605188943875 0.0024296660816873795 0.0012697642874933974 -0.057777355569999689 0.021382044130226752
leaf_weight=0.11198856752957964 0.53962203222545213 0.19039278637501222 0.47767041148506695 0.87897051821346295 0.16967678632499772 0.28973038878029911 0.41853786761123501 0.43625884284847416 0.80048034492392517 22.55399311113025 1.1345564323746646 0.38138981972588215 1.1969662523770233 0.48811706112701336 0.78510587685741484 0.39207266811354102 0.36102232420307701 0.64535518442426143 0.43139934649298084 0.24819874716923274 0.30967308068647981 0.72477924818190342 1.0128562084428263 0.25824097819713643 1.1139604351072874 0.43497042846865941 1.8879017944307004 4.8763783875230615 1.3297001205482386 0.58710611870191076
leaf_count=57 50 18 141 23 18 31 53 20 26 873 48 14 46 39 26 22 22 37 39 8 12 20 28 12 51 12 406 585 107 56
internal_value=-5.553e-05 -0.00410657 -0.0494577 0.00130608 0.000235523 -0.0236474 -0.0726086 0.00561382 0.00142479 0.000462531 -0.00159574 0.0147918 7.10076e-05 0.0219537 -0.0219098 -0.00224822 -0.0622128 0.00834502 -0.0181082 0.0380303 -0.0453935 0.02057 0.0352545 -0.0279804 0.000320833 -0.010427 -0.00617233 0.00826922 -0.0156874 -0.0335313
internal_weight=45.4671 11.4377 1.01729 34.0294 33.1504 1.57244 0.588215 0.98423 31.578 30.7775 26.9118 3.86564 25.7773 2.47019 1.27322 23.3071 0.753095 3.48425 1.10126 0.360187 0.741072 2.38299 1.73764 0.547971 10.4204 4.43007 4.23968 5.99034 3.80471 1.91681
internal_count=2900 1426 191 1474 1451 134 71 63 1317 1291 1076 215 1028 111 65 917 44 201 116 65 51 85 48 43 1235 599 581 636 569 163
is_linear=0
shrinkage=0.1


Tree=329
num_leaves=31
num_cat=0
split_feature=2 2 4 4 2 2 2 3 1 2 0 0 2 2 4 3 0 1 1 2 4 1 0 4 2 0 3 0 4 2
split_gain=0.0268007 0.13434 0.101586 0.317847 0.155707 0.141154 0.135232 0.140212 0.149566 0.109674 0.0835452 0.0942172 0.0800542 0.273141 0.152151 0.12824 0.125602 0.117324 0.235363 0.137341 0.105457 0.114414 0.133183 0.134354 0.133304 0.161318 0.22794 0.11458 0.0973117 0.112612
threshold=-0.103615 -0.101965 38.441102963850007 38.115457128050004 -0.10965999999999999 -0.11131999999999999 -0.12350999999999999 0.10500500000000003 68.214248143850014 -0.11600999999999999 86.950112854950021 75.994645973400011 -0.14143499999999998 -0.14228499999999997 40.660558922250004 0.12191500000000002 86.597924839850023 62.084563606450011 62.116825104000007 -0.23059499999999997 38.938637541200009 62.245871094250013 94.30842275800002 42.622319549950006 -0.14380499999999999 97.32487278035002 0.076825000000000018 97.671683879200017 43.082598263550004 -0.23155499999999998
decision_type=2 2 2 2 2 2 2 2 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 9 7 8 10 12 11 -1 13 15 -14 17 -16 19 -19 -4 -20 -22 23 -23 25 26 -24 -27 -25 -30
right_child=1 -3 5 -5 -6 -7 -8 -9 -10 -11 -12 -13 14 -15 16 -17 -18 18 20 -21 21 22 24 28 -26 27 -28 -29 29 -31
leaf_value=-0.10114013672567489 -0.054073469050865443 -0.00081684968505320267 -0.0018344334092838214 -0.11504593940551225 -0.079028009043964439 0.047049707590104226 0.052165951183610872 0.081040134887552642 0.027506761563898793 -0.057272162312708874 -0.096184347271700985 0.043235176076342842 0.06678358662177622 -0.11324546481941732 0.039734657558707268 -0.044663383468204546 -0.01710837058180489 0.08382191243367855 -0.066455836897001241 -0.076277504383518158 -0.05699415623433926 0.062492065997239103 0.0080816163752001399 -0.037402910899723668 0.089034436062704322 0.076074089747704132 -0.10618454435236831 0.00075922581282583212 -0.0040373790273780233 0.077383328034519167
leaf_weight=0.072614412983739163 0.48087367282003413 31.529240372926271 1.330538845086721 0.28411669802062522 0.21960256231268616 0.83338822323548711 0.51951576140646694 0.1387032449542005 0.2993986706572187 0.28177920350572172 0.29141834180336446 0.1197284704970798 0.58058194580689759 0.20292747914209108 0.67459897091612198 0.4992131175531539 0.91729544504607929 0.45350118726491917 0.18055864861685211 0.30455495050409442 0.23275129077956069 0.92012347903801117 0.36842583632823922 0.30623871367424704 0.15904251770553335 0.232389386743307 0.3317943116016977 1.5446484220536616 0.4036451168996108 0.29330332017707417
leaf_count=57 22 1699 129 19 11 29 30 15 135 15 17 26 21 11 20 26 31 6 15 22 5 30 39 8 5 12 32 319 56 38
internal_value=-6.19975e-05 -0.0016169 0.00376773 -0.017306 -0.000587204 0.00747683 0.0113637 -0.0116304 -0.028043 0.0042492 -0.0624226 -0.0112702 0.00599389 0.00124571 0.0229622 0.00431861 0.00698007 0.00778139 0.0148569 -0.0157003 0.00856771 0.0113943 0.0148853 0.0348947 0.00028747 -0.00541018 -0.0460626 0.0106084 0.00958236 0.0302277
internal_weight=45.0065 32.0101 12.9964 1.9451 1.66098 11.0513 1.44138 0.921863 0.78316 10.2179 0.483761 0.192343 9.93613 7.76366 2.17248 7.56073 1.59189 7.06152 5.42642 1.63509 4.97292 4.79236 4.55961 1.92331 2.6363 2.47726 0.70022 1.77704 1.00319 0.696948
internal_count=2900 1721 1179 310 291 869 280 250 235 840 100 83 825 753 72 742 51 716 565 151 559 544 539 132 407 402 71 331 102 94
is_linear=0
shrinkage=0.1


Tree=330
num_leaves=31
num_cat=0
split_feature=2 4 2 1 2 3 1 3 2 1 3 3 2 3 2 3 3 2 3 3 3 1 1 0 2 3 2 3 3 4
split_gain=0.0236544 0.0836443 0.0369069 0.103373 0.0472734 0.141235 0.078812 0.104213 0.0656648 0.144606 0.0417036 0.0562101 0.125976 0.0899295 0.28073 0.0920566 0.11321 0.049811 0.0761524 0.106319 0.0865106 0.131314 0.219152 0.169786 0.0630208 0.219362 0.137718 0.232461 0.0985084 0.092517
threshold=-0.62958999999999998 40.580626202750004 -0.59309999999999985 78.285212300550015 -0.50001499999999999 0.098200000000000023 72.496961945650014 -0.059734999999999996 -0.26138499999999998 62.305017173150013 0.43644500000000008 0.21240500000000004 -0.074434999999999987 0.11614000000000002 -0.031989999999999998 0.11263500000000003 0.11048000000000002 0.15675000000000003 0.10236000000000002 0.099780000000000021 0.080515000000000017 76.763544998700013 78.962703749400006 86.001087134900004 0.048530000000000011 -0.11050499999999999 1.0000000180025095e-35 -0.04931 0.090640000000000012 36.372781240150012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 -4 -8 9 -6 11 13 -13 15 -15 16 17 24 19 20 -19 23 -23 -22 26 -26 -10 -28 -29 -27
right_child=2 -3 4 -5 8 -7 7 -9 10 -11 -12 12 -14 14 -16 -17 -18 18 -20 -21 21 22 -24 -25 25 29 27 28 -30 -31
leaf_value=0.024800419431149075 -0.00091388568687763823 -0.053162525875456196 0.022677758880326276 0.073426446078928051 0.080344709181657883 -0.10855711899173373 0.053842799438701142 -0.10256713489387617 0.0014612536956324221 -0.014073678968877103 -0.032831171999993441 0.057427482714707968 -0.018041258739123916 -0.059782539305717711 0.042792478486800734 0.035884514367722178 -0.043452061472526032 0.005718374921392242 -0.064207891601452613 0.056726404237585654 0.0078060059509209301 0.090518028438356338 -0.064800749430834678 -0.10545897887577887 -0.10354166393237774 -0.028576728743624508 0.047671399492107913 -0.10889651430532302 -0.029958792838219006 0.046158879916987215
leaf_weight=0.23739181037762946 0.66650347137691923 0.32740706023014354 0.40320157188943895 0.26002541808091451 0.31533942775422374 0.15957681423287795 0.061678408557327202 0.13770425749266479 33.255609668157831 0.33403004061901242 0.38965179299424946 0.51071990023152125 0.39015309275077825 0.83842918637034813 0.391352180126886 0.71464621908879067 0.59954868824956875 0.98735337218101882 0.26406389486255921 0.23144576668710204 0.20308865307890756 0.17647460695297923 0.18721904554234925 0.37993699201797426 0.1263431578804558 0.19586264474504012 0.22728432911640084 0.32279608015983186 0.30982929264575887 1.0734777177793828
leaf_count=28 41 21 39 43 19 21 8 65 1737 41 24 22 36 48 29 34 27 109 14 17 26 9 45 39 72 19 36 55 23 153
internal_value=-5.8644e-05 -0.0203938 0.000201714 0.0199493 -0.000221951 -0.0249061 -0.00275361 -0.0541822 0.000221501 0.0317767 -0.000269004 3.75738e-05 0.0247432 -0.00051218 -0.0271402 0.000322023 -0.000337406 0.000343902 -0.0135085 -0.00732624 -0.0149913 -0.0365898 0.0105644 -0.0660047 0.00129165 0.0221194 0.000439576 -0.0390721 -0.0702366 0.034627
internal_weight=44.6781 0.564799 44.1133 0.926529 43.1868 0.762161 0.602584 0.199383 42.4247 0.649369 41.7753 41.3856 0.900873 40.4848 1.22978 39.255 38.5403 37.9408 2.42958 2.16552 1.93407 0.946719 0.363694 0.583026 35.5112 1.39568 34.1155 0.85991 0.632625 1.26934
internal_count=2900 49 2851 84 2767 133 112 73 2634 60 2574 2550 58 2492 77 2415 2381 2354 259 245 228 119 54 65 2095 244 1851 114 78 172
is_linear=0
shrinkage=0.1


Tree=331
num_leaves=31
num_cat=0
split_feature=0 0 1 2 1 0 2 3 2 4 4 2 0 4 0 4 3 2 0 2 0 3 1 2 0 3 3 2 4 0
split_gain=0.024097 0.121714 0.0849646 0.137435 0.0673901 0.198793 0.107473 0.101321 0.135878 0.0733621 0.171849 0.1551 0.0642711 0.0978222 0.0552495 0.104165 0.102692 0.0548974 0.283977 0.204218 0.144706 0.16421 0.225703 0.135835 0.329811 0.150376 0.442678 0.217386 0.191366 0.189362
threshold=85.716110573100011 85.775256651950016 62.00390986255001 -0.012769999999999998 61.971648364950006 85.447264760050004 0.19122000000000003 0.070195000000000021 -0.121865 41.532441862050007 38.592454371550012 -0.08459499999999999 71.249517373150013 48.919835655300012 83.680947768350009 42.131954243650007 0.10332500000000001 -0.10098 86.345209775600011 -0.101965 85.968825637350008 0.083795000000000022 61.998532946250002 -0.088329999999999992 88.232507383150008 0.088565000000000019 0.087265000000000023 -0.096499999999999989 39.268993001500007 97.550703263350016
decision_type=2 2 2 2 2 2 2 2 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 14 5 6 7 8 12 10 -9 -11 13 -1 15 -4 -16 18 -3 -20 21 -19 -23 24 -22 26 27 -26 -27 -29
right_child=1 17 3 -5 -6 -7 -8 9 -10 11 -12 -13 -14 -15 16 -17 -18 20 19 -21 23 22 -24 -25 25 28 -28 29 -30 -31
leaf_value=0.010054426623778544 0.032215579950574107 0.052517452422621506 -0.10104668899504617 0.055853258830623281 0.034303496998407103 -0.045583436412894245 -0.059577623378793021 0.045712290363140819 -0.10434319061449147 0.068278261546558014 -0.034425273375585159 -0.0099407039518017715 0.013981042039192268 -0.1044052521932412 -0.10445710736078531 0.032593370934017228 -0.0079933884610314653 0.02548672331983768 -0.0023369435226758455 0.084117762838127816 -0.10690863019935071 -0.10119846714019676 -0.014941362507364581 0.0020726015600039493 0.024594857610911441 -0.001280260009051535 0.073922233495504724 -0.10024888966152815 -0.10718621022881447 -0.00059813755482289606
leaf_weight=0.17102428331736541 1.1993794217705716 1.1641585882171011 0.089608970698122903 0.14148500804765252 0.489106552209705 0.94738952916304686 0.23557927019282932 0.52072515364488958 0.1424057548972536 0.7307678266079165 0.55046969953400549 0.38815900846270757 0.81586271134437993 0.13252826215466484 0.32150848917012809 0.16705610935605364 0.16803851789882174 0.39226138475351291 9.2816497426094866 0.28150878961605386 0.38589830812998416 0.49644843844725961 0.77991739434946794 21.792985245999439 0.49319830268586917 0.3877627009840231 0.6466165029851253 0.47188606072450046 0.30467773510645202 0.32000970306216914
leaf_count=64 25 38 37 24 22 36 13 31 77 30 33 27 83 12 58 20 13 13 879 10 16 25 30 1132 22 27 18 28 33 24
internal_value=-6.0666e-05 0.000861021 -0.00594772 -0.03451 -0.000999521 -0.00472493 0.00577234 0.0102322 -0.012339 0.0232364 0.00453089 0.0411439 -0.000634693 -0.0399176 -0.0516432 -0.0140641 -0.0713456 -0.000149921 0.00588477 0.000208006 -0.00259541 -0.0311007 -0.0484915 -0.000677714 -0.0205902 -0.00789653 0.00643575 -0.0275212 -0.0478795 -0.0599794
internal_weight=44.4101 38.3984 6.01172 0.887697 5.12402 4.63491 3.68752 3.45194 1.26182 2.19012 1.07119 1.11893 1.11942 0.303553 0.746212 0.256665 0.489547 37.199 10.7273 9.56316 26.4717 1.66863 1.27637 24.803 3.01005 2.62415 1.93171 1.28509 0.69244 0.791896
internal_count=2900 2320 580 152 428 406 370 357 236 121 64 57 159 76 128 57 71 2295 927 889 1368 68 55 1300 168 152 92 74 60 52
is_linear=0
shrinkage=0.1


Tree=332
num_leaves=31
num_cat=0
split_feature=2 4 2 3 0 0 1 2 0 4 4 2 0 1 2 1 0 4 0 3 1 4 1 3 3 1 1 2 1 1
split_gain=0.0227746 0.0681513 0.0331347 0.0875268 0.0500974 0.14073 0.0290738 0.111551 0.101514 0.161746 0.281461 0.130471 0.119508 0.0983683 0.0821203 0.122753 0.186047 0.0851469 0.0765161 0.279206 0.0734872 0.0632761 0.0613408 0.190761 0.113069 0.101462 0.103178 0.19078 0.0577185 0.167781
threshold=0.68694500000000025 41.43512228960001 0.27148500000000009 0.094415000000000013 92.652332549650012 93.910530954700008 80.677940036650014 -0.61225999999999992 98.201310130900012 42.467547400400008 40.823855932350007 -0.22573999999999997 101.83879398140002 75.28220456885002 -0.18126999999999999 81.524804347700012 103.82556453975 42.406961525800007 97.550703263350016 0.088990000000000027 90.988176966900014 41.395309858300003 75.18810853425002 0.087265000000000023 -0.11050499999999999 74.986474174450009 72.496961945650014 -0.097799999999999984 71.787208999250012 71.090898343450007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 -4 -6 8 -8 18 10 12 -11 13 -10 -9 -16 -17 -18 22 -20 -19 -12 25 24 -24 26 28 -28 29 -1
right_child=1 -3 3 -5 5 -7 7 14 9 11 21 -13 -14 -15 15 16 17 20 19 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0011669104064556586 0.067486089005460936 -0.019349456845399286 -0.10553342755430178 0.015169379745897269 0.10137548950181136 -0.10212918376436593 -0.10300127366386727 0.05575175108176203 -0.0014768838854346414 0.008743447401962803 0.038379884413301979 -0.092656346040602536 0.0066272868282326192 -0.090545902447071655 0.043083895119821761 -0.079187497369127988 -0.10060423730400657 0.028989196461918561 0.069954066599834094 -0.019659251504697613 -0.051051857822967728 -0.002760896170291282 0.011864061999326159 0.01571759719357382 -0.10532630476137013 0.038577741046972029 0.027392467791747921 -0.10472616414029599 0.028443900837103062 -0.039684130417562087
leaf_weight=32.342470946284777 0.18438539020581757 0.17727972810826031 0.14188442772876797 0.28171929276808072 0.056267276406288147 0.085794043233306638 0.083272615710314191 0.40435333033268306 0.16064858654590342 0.17785433740391454 0.85649800254031994 0.44286734964498453 0.2839531201061618 0.54344366402892774 0.61294078041101108 0.30741249786024105 0.065310787792942193 0.79937976970904856 0.67589018742728402 0.71598457000072813 0.13392302800019706 0.66341881093103439 0.11146286020812113 0.515347434731666 0.31499715742654544 0.69100783670000865 0.19175388768280754 0.25416697395121346 0.72362215346947678 1.0376504208834365
leaf_count=1412 21 23 17 28 2 52 26 127 20 26 24 87 40 71 29 53 216 104 24 34 111 39 16 27 69 15 36 21 33 97
internal_value=-6.95111e-05 0.0249213 -0.000276455 -0.0243218 -0.0635033 -0.0215256 3.90576e-05 0.0107192 -0.000592411 -0.0178991 -0.00658756 -0.0636024 -0.0481375 -0.0702235 0.0147952 0.00616502 -0.0111617 0.00977937 0.00084866 0.0238567 0.0175038 0.0204226 -3.64185e-05 -0.0252228 -0.0746965 0.000636689 -0.000122148 -0.0479128 0.000502735 -0.00010298
internal_weight=44.037 0.361665 43.6753 0.565665 0.283946 0.142061 43.1096 2.40659 40.703 3.12868 2.50796 0.620722 0.988045 0.704092 2.32332 1.91897 1.30603 0.998614 37.5744 1.39187 0.933303 1.51992 36.1825 0.941807 0.42646 35.2407 34.5497 0.445921 34.1037 33.3801
internal_count=2900 44 2856 99 71 54 2757 666 2091 307 194 113 131 91 640 513 484 431 1784 58 215 63 1726 112 85 1614 1599 57 1542 1509
is_linear=0
shrinkage=0.1


Tree=333
num_leaves=31
num_cat=0
split_feature=0 1 4 3 0 1 2 4 0 4 3 3 4 1 0 0 4 4 2 4 3 2 2 3 2 2 1 3 2 4
split_gain=0.0222635 0.245174 0.147538 0.128403 0.11822 0.201317 0.0779733 0.0666015 0.222711 0.155901 0.0667162 0.242866 0.0980822 0.0621968 0.0868112 0.142255 0.175883 0.124881 0.187986 0.0853087 0.0619446 0.076209 0.0585158 0.0775451 0.0573973 0.246024 0.437409 0.49195 0.213869 0.20188
threshold=85.613949164150014 61.917879202350001 43.968221017800005 -0.15684499999999998 85.447264760050004 61.907125369850007 0.19122000000000003 38.115457128050004 83.680947768350009 38.938637541200009 -1.0000000180025095e-35 -0.15684499999999998 41.532441862050007 61.86411003975001 85.807518149550006 85.968825637350008 40.621691032550004 42.102795028150005 -0.084239999999999995 42.448133449100006 0.099780000000000021 -0.26820499999999997 -0.23361999999999997 -0.24266999999999997 -0.068524999999999989 -0.054494999999999995 62.079186690200011 0.087530000000000011 -0.075840000000000005 39.344049039350004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 7 8 20 -9 11 22 -12 -2 17 16 -16 -15 -19 -18 21 -1 23 -11 28 26 -26 -28 -17 -30
right_child=13 2 -4 -5 -6 -7 -8 9 -10 10 12 -13 -14 14 15 24 19 18 -20 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.042939620933633071 -0.032190573832733542 0.017264680271862991 0.020426222416264645 -0.10503871153514893 -0.063494055932049195 0.090902740067323767 -0.054416041485796277 -0.10620807494118201 0.10122494530505917 -0.05286665522920686 -0.021023948180745142 -0.10356126500878327 0.040584975006022865 0.033976608329535002 0.0098473471760262762 0.00068653528161146055 -0.10668863826243247 -0.037547618291471165 0.040416886182251699 -0.031068765546904617 0.02281852394502791 -0.10194168434066914 0.038570142685011313 0.035596390465488258 0.10089123156562163 -0.0006357687735070904 -0.062284230665894447 0.04746056030224019 0.013700471860763076 -0.059255918982897116
leaf_weight=0.051136542891981662 0.5670013840062883 0.1047128021214121 0.1808657218789449 0.47633105307158974 0.24431656571687188 0.27307397918775667 0.23159881171886798 0.13524412160040844 0.28056043281685561 0.23192428795937303 0.38188483229168746 0.23490879981545754 0.79917774277691933 1.8288075408199795 0.46707336348481365 20.030938236590174 0.3248946227322449 0.77993757445983647 0.51247458827492642 0.27584508039581124 0.18583798734471202 0.12518829892314975 0.40855602154067583 0.17300836920912999 0.70839631464332287 10.213859333389285 0.63846910221582209 1.1338446850695616 0.55839204869457404 1.1824871409326076
leaf_count=5 22 20 13 124 9 6 13 8 8 38 25 72 48 39 13 1311 27 36 19 17 10 61 54 9 13 752 26 39 28 35
internal_value=-7.64391e-05 -0.00672353 -0.0584465 -0.0829978 0.00376738 0.00844637 0.00149469 0.00580032 0.0343447 -0.00195801 0.00436604 -0.0139947 0.0206643 0.000689289 0.00117157 -0.000232925 -0.0361798 0.0171614 -0.00663269 -0.0719658 -0.0174661 -0.0599242 0.0118692 -0.0150706 0.000880756 0.006225 0.0344729 0.00792543 -0.00223533 -0.0358549
internal_weight=43.7407 4.51833 0.76191 0.581044 3.75642 3.5121 3.23903 3.00743 0.642723 2.3647 2.22946 1.0484 1.18106 39.2224 38.6554 35.5342 1.06781 3.12122 1.29241 0.60074 0.362163 0.176325 0.813489 0.404933 34.4664 12.6946 2.48071 1.77231 21.7718 1.74088
internal_count=2900 523 157 144 366 357 351 338 84 254 246 173 73 2377 2355 2261 57 94 55 44 76 66 101 47 2204 830 78 65 1374 63
is_linear=0
shrinkage=0.1


Tree=334
num_leaves=31
num_cat=0
split_feature=4 4 4 2 3 3 3 2 0 0 4 3 3 3 0 2 4 4 3 2 4 1 0 4 0 2 2 2 0 0
split_gain=0.0228055 0.113383 0.108192 0.10955 0.0629615 0.128115 0.187843 0.166718 0.164198 0.185186 0.149786 0.203732 0.174082 0.173515 0.122891 0.0886335 0.057183 0.102455 0.156876 0.0491184 0.0601149 0.0386334 0.137064 0.0895692 0.100627 0.107579 0.0887826 0.0871669 0.148032 0.0855807
threshold=43.19689381845 43.245737185650007 43.082598263550004 -0.079824999999999993 0.10273500000000002 0.086945000000000022 0.083795000000000022 -0.10098 91.410264893400026 97.32487278035002 43.673409002000007 0.083415000000000031 0.082325000000000023 0.081550000000000025 100.67200315280002 -0.092864999999999989 43.022303514600004 42.898324343550009 0.086355000000000029 -0.23871499999999998 44.215931556700006 63.565904036300005 71.340924949550015 45.673096293200011 85.737618238150006 -0.22866 -0.23378499999999999 -0.15895000000000001 105.70748523110002 110.99299391555002
decision_type=2 2 2 2 2 2 2 2 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 16 -4 5 6 10 -8 -7 -10 15 12 13 19 -11 -3 17 -1 -19 20 -12 22 -21 -23 -25 -26 -24 -27 -29 -30
right_child=1 4 3 -5 -6 8 7 -9 9 14 11 -13 -14 -15 -16 -17 -18 18 -20 21 -22 23 26 24 25 27 -28 28 29 -31
leaf_value=-0.00030511194041367028 0.063850979066219907 0.085466281491664617 -0.088348108328835606 0.0052528024614890648 -0.044833678197250731 0.065189412425661494 0.0077680230807068949 -0.086338471309604356 -0.065226396990843497 0.098092285346527197 0.033328689431809215 -0.11146806737235943 0.049493586418400369 -0.11094216969909867 -0.014557775226477896 0.00089561062998215393 0.0312943068906174 0.0062657200241448222 -0.10798668238764486 0.014857019220906771 -0.10333675054478296 0.044450170201486783 -0.0067288356163361668 0.08109582092853386 -0.10516406893882989 0.036000757678430327 -0.10075905655672179 -0.10393147577955419 0.056169248714721523 -0.040690141617217512
leaf_weight=34.698146235723911 0.31401283494778809 0.34085569054514053 0.2827945401031684 0.2241510679464217 0.27107433149217275 0.70447861457546401 0.31720328907613293 0.46308666813595767 0.28419114006283053 0.19126960635185242 0.048073062980621084 0.16204153073613259 0.6632194926678493 0.15272742926026683 0.19615466256686886 0.19471880443643375 0.55901390833855558 0.25940220974018657 0.22391592240956015 0.65608899315566416 0.097390720722728474 0.54008107106710657 0.18054792285329313 0.12078766431659449 0.1180961954814852 0.34170851576323047 0.22623913552888553 0.1757108490273811 0.1826311571894621 0.18225099714345561
leaf_count=1965 11 25 34 21 31 33 16 61 35 6 18 10 25 10 36 30 22 23 21 38 89 50 13 3 9 43 33 103 32 54
internal_value=-7.18577e-05 0.0051003 -0.00108847 -0.0469615 0.00239152 0.00434908 -0.00287661 -0.0480823 0.0314617 -0.00391633 0.00517089 -0.00172606 0.00309893 -0.00708189 0.041057 0.0547189 -0.000437808 -0.000942014 -0.0466661 -0.00155419 -0.0581714 0.00146905 -0.0134192 0.0109946 -0.00512118 -0.015531 -0.0590248 -0.00353358 -0.0285232 0.00779001
internal_weight=43.3721 7.12464 36.2474 0.506946 6.81063 6.53955 5.16346 0.78029 1.37609 0.671615 4.38317 3.84759 3.68555 3.02233 0.387424 0.535574 35.7405 35.1815 0.483318 2.86961 0.145464 2.72414 1.06288 1.66127 1.12119 1.0004 0.406787 0.882302 0.540593 0.364882
internal_count=2900 814 2086 55 803 772 662 77 110 77 585 530 520 495 42 55 2031 2009 44 485 107 378 84 294 244 241 46 232 189 86
is_linear=0
shrinkage=0.1


Tree=335
num_leaves=31
num_cat=0
split_feature=0 3 0 3 4 4 3 0 3 4 3 1 4 2 3 2 2 2 3 2 0 0 0 1 1 1 1 1 1 2
split_gain=0.0211608 0.134304 0.322422 0.172959 0.152076 0.38549 0.491091 0.24323 0.214624 0.232275 0.201671 0.236025 0.259735 0.177987 0.177001 0.112216 0.23369 0.196904 0.144924 0.140786 0.136576 0.133339 0.111658 0.136131 0.146097 0.538842 0.176839 0.514445 0.193461 0.111139
threshold=86.530713386650021 0.087725000000000011 86.420486603250012 0.086655000000000024 42.131954243650007 41.395309858300003 0.092290000000000025 85.253695774650012 0.09660500000000001 42.686561923500008 0.10236000000000002 62.020040611300011 39.56957118270001 -0.054494999999999995 0.093760000000000024 -0.076709999999999987 -0.065399999999999986 -0.081474999999999992 0.084535000000000013 -0.058529999999999992 85.872041144650012 84.95796538030001 86.780739992750014 61.960894532450006 62.068432857650002 62.106071271500007 62.132955852800002 62.197478847950002 62.245871094250013 -0.23557500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 15 5 6 -3 -6 -9 -10 13 12 -12 -8 -7 17 -17 29 19 -18 21 -21 -2 -24 -25 -26 -27 -28 -29 -1
right_child=22 2 -4 -5 7 14 10 8 9 -11 11 -13 -14 -15 -16 16 18 -19 -20 20 -22 -23 23 24 25 26 27 28 -30 -31
leaf_value=-0.048516529968299506 0.026980928347932087 -0.10748551601396275 -0.091071031551832271 0.050659281427107176 0.038082364302695362 0.066035934724266082 -0.0070401371667913396 -0.10678374763044463 -0.10265337276598326 0.031301617137258445 7.9986424299011307e-05 0.023681914532800732 -0.090750400112756494 0.074196466250443446 0.0082500836513734049 -0.088481346405069078 0.10312073971317184 0.078158580819312443 -0.0751300574426398 -0.029185583408324025 -0.03598246817836151 0.081137768197165172 -0.050070873401356721 0.035075077315113855 -0.11460280490407489 0.057170200032023721 -0.11355977082372692 0.085852021455048236 0.0008755419548042402 0.0082696451734077369
leaf_weight=0.37877844452213993 1.6243234809953744 0.54271512116110932 0.4872462284984066 0.79613444610731665 0.33332987584640239 0.9470333740550817 0.58613425221847137 0.50873959543969227 0.2026580189303786 0.3583102126212907 0.58248046203516401 0.68961538080293383 0.68512902455404401 0.49957543687196471 1.2039221976301631 0.39118682336993504 0.15258944407105424 0.38178827955562233 0.21880101051283407 0.17717630583535815 0.50871017132885754 0.28703078255057335 0.53264479822246613 1.2002374886069471 0.40812893863767641 0.55280109681189316 0.39265341497957962 0.27102375216782348 23.355855174095815 3.8252561482424308
leaf_count=101 36 36 15 21 31 19 23 48 28 23 18 21 23 22 37 10 2 9 19 95 15 10 15 23 9 9 9 8 1948 217
internal_value=-7.3716e-05 -0.00314618 -0.012366 0.0067335 -0.00699471 0.000222992 -0.0198546 -0.0365058 -0.0597481 -0.0170916 -0.00422535 -0.0233993 -0.0490128 0.0303398 0.0336923 0.0012013 -0.0204568 0.00939777 -0.000662051 0.0138147 -0.000191799 0.0390301 0.00152492 -2.29549e-05 0.000995267 -0.000642167 0.00125064 -3.63314e-05 0.00185031 0.00315328
internal_weight=43.082 14.7443 7.62689 7.11745 7.13964 5.73661 3.58565 1.40304 1.06971 0.560968 3.04293 1.95722 1.26761 1.08571 2.15096 6.32132 1.73549 4.58582 1.34431 1.12551 0.972917 0.464207 28.3377 26.7133 26.1807 24.9805 24.5723 24.0195 23.6269 4.20403
internal_count=2900 843 344 499 329 199 143 130 99 51 107 62 41 45 56 478 151 327 141 122 120 105 2057 2021 2006 1983 1974 1965 1956 318
is_linear=0
shrinkage=0.1


Tree=336
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 3 1 4 4 0 2 1 4 2 0 1 2 2 0 1 2 2 3 4 4 3 3 3 3 0
split_gain=0.0239689 0.102034 0.0804876 0.235726 0.0692624 0.118503 0.0917518 0.0727828 0.0646331 0.058522 0.0595426 0.184693 0.266724 0.235241 0.398687 0.230505 0.187837 0.17071 0.182455 0.170272 0.152235 0.160552 0.489755 0.192076 0.327744 0.16963 0.302864 0.219677 0.222488 0.415732
threshold=85.716110573100011 85.807518149550006 86.001087134900004 61.993156030000002 62.00390986255001 0.10332500000000001 64.071334164850015 40.79983011445001 41.811877919650009 86.103248543850015 -0.068524999999999989 63.910026677050006 42.297164883650005 -0.048664999999999993 87.29692395375001 65.461267018300006 -0.060760000000000002 -0.077279999999999988 96.249489528150022 61.93938686740001 -0.079824999999999993 -0.08459499999999999 0.083415000000000031 39.749124837650008 43.061965423550006 0.083185000000000023 0.081815000000000013 0.087605000000000016 0.090720000000000023 97.550703263350016
decision_type=2 2 2 2 2 2 2 2 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 8 3 -3 -1 6 -6 -8 -2 -4 17 12 13 -12 -15 -13 -17 19 -19 -11 21 25 -23 -24 -25 26 -21 -27 29 -29
right_child=1 2 9 -5 5 -7 7 -9 -10 10 11 15 -14 14 -16 16 -18 18 -20 20 -22 22 23 24 -26 27 -28 28 -30 -31
leaf_value=-0.0016468873511627372 0.042538435983448107 0.013143375885869 0.021966389498545673 -0.066009666624295665 -0.10331302980158011 0.023394629734853296 -0.10342165612802119 0.0093829393394784244 0.0045905358787291101 -0.062753772626909662 0.075750608241187359 -0.074060626522702233 -0.019670596618101138 -0.0098951091627139318 0.082797141622748607 -0.08379020253363928 0.0034457092381083854 -0.046623198649445932 0.018396037744215714 -0.0059980333216703569 0.038293220358724775 0.043487360413457687 0.012227086274289346 -0.10855553923866974 -0.012026636642471012 0.031610237122840057 -0.10245368409343339 -0.053082393426562062 0.011431822725886435 0.039737991733783673
leaf_weight=4.7755052598523653 0.92276058811694273 0.82667770710395305 1.2420656179892819 0.69052499764075037 0.25574177258698672 0.2507827338986317 0.078409610752032677 0.21142485143786871 0.87388026167172939 0.42549614849849504 1.0358746182173488 0.44197706098202605 1.1468841689638791 1.5428497667890066 0.66362033213954408 0.25593124365150277 6.9375670773443083 1.6441703590571735 0.58520525618976638 3.0406023185735367 1.0446781675626642 0.75858636528096512 0.36922702869850343 0.84900398135687261 0.60053979007716407 3.1262441533155521 0.36456109544414506 1.635498413925234 5.3032131730680128 0.68447919184575301
leaf_count=428 18 35 25 40 72 20 23 37 23 15 21 22 36 40 33 27 643 44 34 511 31 19 19 47 23 146 29 65 338 36
internal_value=-8.51806e-05 0.00083533 -0.000350614 -0.0228816 -0.00619984 -0.0335024 -0.059656 -0.0211344 0.0240807 0.000663801 -0.000151427 0.00543171 0.0217777 0.0364389 0.0179831 -0.00396476 0.000342018 -0.00343731 -0.0295558 -0.000238343 0.00125801 -0.00105433 -0.0240103 -0.0521627 -0.068564 0.00312564 -0.0163247 0.00928703 0.000132366 -0.0256969
internal_weight=42.584 37.0121 35.2155 1.5172 5.57186 0.796359 0.545576 0.289834 1.79664 33.6983 32.4562 12.0247 4.38923 3.24234 2.20647 7.63548 7.1935 20.4315 2.22938 18.2021 17.7766 16.732 2.57736 1.81877 1.44954 14.1546 3.40516 10.7494 7.62319 2.31998
internal_count=2900 2320 2279 75 580 152 132 60 41 2204 2179 822 130 94 73 692 670 1357 78 1279 1264 1233 108 89 70 1125 540 585 439 101
is_linear=0
shrinkage=0.1


Tree=337
num_leaves=31
num_cat=0
split_feature=0 0 2 1 4 4 0 0 2 1 3 2 4 2 3 2 4 4 0 3 3 1 3 0 2 1 4 4 4 0
split_gain=0.0245387 0.137618 0.104431 0.0851293 0.203 0.21704 0.13435 0.123574 0.122952 0.118596 0.154999 0.161623 0.156678 0.115032 0.111696 0.0823956 0.0740148 0.154396 0.110661 0.0668493 0.143351 0.0668035 0.153836 0.054835 0.0732516 0.0902328 0.0515612 0.0401447 0.18211 0.106528
threshold=97.835679825150024 97.550703263350016 -0.61225999999999992 80.288113607700012 42.297164883650005 40.823855932350007 99.642323688800005 100.37896121655002 -0.22573999999999997 72.953999827850012 0.090720000000000023 0.11529000000000002 38.828362408050005 -0.085734999999999992 0.10500500000000003 -0.18126999999999999 42.406961525800007 39.468990633150007 102.65877371115 0.085715000000000027 0.080960000000000018 75.645146416450004 0.087265000000000023 113.28087178455002 -0.088944999999999996 86.858705278550005 42.686561923500008 43.411469133450005 43.673409002000007 95.897301513100004
decision_type=2 2 2 2 2 2 2 2 2 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 -2 4 5 9 -5 -8 -6 -4 12 -12 -11 -7 15 26 17 18 -17 20 23 27 -23 24 25 -18 -9 -1 -29 -30
right_child=2 -3 3 6 8 13 7 14 -10 10 11 -13 -14 -15 -16 16 19 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00083277581305250315 -0.10275135579137439 0.041321902710368889 0.046258529180076342 -0.10559009646555487 0.0048024549240312693 0.053351058544874597 0.058205882756678255 0.069814455880499837 -0.095032296386735923 -0.080522090411907429 -0.10636853603325527 0.0077666752060116294 0.058845456985490124 -0.0021065458136807101 -0.08766737380566475 0.043459275310580331 -0.10259215212069861 -0.094122374329453307 -0.10081752583230696 0.045636534609579699 -0.092071705318124447 -0.087582773128441094 0.031415509178246127 -0.026338116196522432 0.074556565933667315 0.031242144857927492 -0.022843488324866729 0.062488574053371895 0.0060152459211100665 -0.061230641896045913
leaf_weight=30.12509629901939 0.10925326375551936 0.82388531891046923 0.15143937262473606 0.10005306632228927 0.17126398215987138 0.64778316533192992 0.48597883712500367 0.29613093066814267 0.44102095033213107 0.13023787100382833 0.48686539937716589 0.16649853693161276 0.21192178397905082 0.88501690415432654 0.12898471682198565 0.25465651062404449 0.066990642001655942 0.22870223968510572 0.06718835067337281 0.41349063111823625 0.15018926433035062 0.26281547058499555 0.18518376354586508 0.22015856960001656 0.23318699834635459 0.20312833491698257 0.075334126257416756 0.56326415909370453 3.5903233065231466 0.25211981661414018
leaf_count=1298 33 33 7 8 27 27 14 95 80 46 66 15 17 36 56 21 25 117 157 46 36 82 18 77 17 51 23 40 312 20
internal_value=-8.95581e-05 0.000924885 -0.00583139 -0.00412797 -0.0151572 -0.0032874 0.00828878 0.0123233 -0.0671072 -0.0361869 -0.0487285 -0.0772831 0.00579732 0.0213306 0.00278666 0.00806795 -0.000614883 -0.0313008 0.01334 0.0125103 -0.00316793 -2.66197e-05 -0.038394 0.0152883 0.0334967 -0.00194932 0.0510232 0.000471154 0.0093871 0.00160294
internal_weight=42.1282 35.8027 6.32547 6.21622 3.29205 2.67976 2.92417 2.82412 0.612285 1.14696 0.995524 0.653364 0.34216 1.5328 2.33814 2.20916 1.83769 0.550547 0.321845 1.28714 0.873654 34.9788 0.447999 0.723465 0.503306 0.270119 0.371465 34.5308 4.40571 3.84244
internal_count=2900 1803 1097 1064 321 214 743 735 107 151 144 81 63 63 721 665 547 295 178 252 206 1770 100 170 93 76 118 1670 372 332
is_linear=0
shrinkage=0.1


Tree=338
num_leaves=31
num_cat=0
split_feature=1 0 3 1 1 3 3 3 3 1 1 1 1 0 0 1 3 1 1 4 1 0 1 2 3 0 4 0 3 2
split_gain=0.0227412 0.16817 0.247546 0.121163 0.11884 0.152945 0.0856298 0.076291 0.257782 0.115005 0.215119 0.185832 0.227607 0.29262 0.238967 0.114575 0.39494 0.143286 0.105592 0.261274 0.100269 0.116844 0.100264 0.0957962 0.0912689 0.0991648 0.122969 0.0803182 0.0693753 0.0667759
threshold=71.090898343450007 95.502098167950024 -0.084259999999999988 70.865067860500019 70.343506983200015 0.08494500000000002 -0.22253999999999999 0.088990000000000027 0.087530000000000011 71.52105164435001 72.496961945650014 74.986474174450009 75.085947125300024 97.483491810050012 98.201310130900012 77.52437864960001 0.092425000000000021 75.922057603850007 75.085947125300024 38.994321257850011 78.349735295650007 99.515966156650009 78.433077497700012 -0.13978499999999996 0.09117500000000002 102.84427732220001 44.710446918150005 99.053551358250004 0.090225000000000014 -0.24103499999999997
decision_type=2 2 2 2 2 2 2 2 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 6 4 -1 -6 -2 8 9 -3 -11 -12 -13 -14 -15 16 -9 18 19 -18 -16 -22 -23 -20 28 -26 -27 -10 -17 -24
right_child=1 7 -4 -5 5 -7 -8 15 27 10 11 12 13 14 20 24 17 -19 23 -21 21 22 29 -25 25 26 -28 -29 -30 -31
leaf_value=0.00096892699136292594 -0.033862832000594027 -0.10424322910567792 -0.10316238455632754 0.039126253748457074 0.019606134633467564 -0.10238713224023543 0.048637557118609842 -0.11054533913050445 0.097091771312777811 0.062827010263493341 -0.10379265374770451 0.076033412844376147 -0.0795118515215784 0.072476177401387773 -0.067456150324404926 0.010903592358295541 0.035343339718203852 -0.074820698019624737 -0.010476706236137228 -0.08332999282936121 -0.10531362973057615 0.098599190467428335 -0.10069024364042717 0.062839344998912181 0.0052132081559124067 -0.10264618775556995 0.071919780230170427 0.028722381399333294 0.087248111841111614 0.0017523324823459229
leaf_weight=30.184594902626888 0.29630592141256784 0.10485028754919756 0.4073316325138866 0.82236636876041203 0.17434974000934644 0.25031720065010177 0.21864396641467465 0.44173168755878611 0.36548215756192792 0.50897616165275383 0.18626571869754149 0.34389279686001861 0.50500309586277614 0.4226443512598056 0.26223374119990728 0.2687336829990844 0.4013793040794551 0.2494074184933196 0.2956301994054229 0.34496492681500968 0.10387735135736909 0.10496434452943537 0.065910996597055127 0.44872892534476705 1.4425248146932288 0.18519855813149089 0.05159531232811787 0.32428504841163885 0.21366454954500114 1.8382808078456054
leaf_count=1373 27 14 141 23 22 56 23 20 14 24 30 8 30 16 48 34 21 31 24 33 5 4 88 23 95 143 15 37 15 463
internal_value=-9.37744e-05 -0.00414658 -0.0449112 0.00124753 0.000229856 -0.052302 0.00116623 -0.000180804 0.00806835 -0.000754488 0.00174452 -0.00636634 -0.00139016 -0.00945134 0.00319408 -0.0099362 -0.0261025 -0.00466641 0.007071 -0.0195082 -0.00913367 -0.00189567 0.00345124 0.0337211 0.00638056 -0.00463225 -0.0646098 0.0649488 0.0447182 -0.00179358
internal_weight=41.8341 10.4025 0.922282 31.4316 30.6093 0.424667 0.51495 9.48023 5.13667 4.4469 4.34205 3.83307 3.64681 3.30291 2.79791 4.34356 2.18184 1.74011 1.4907 0.746344 2.37527 2.11303 2.00916 0.744359 2.16172 1.67932 0.236794 0.689767 0.482398 1.90419
internal_count=2900 1426 191 1474 1451 78 50 1235 781 730 716 692 662 654 624 454 152 132 101 54 608 560 555 47 302 253 158 51 49 551
is_linear=0
shrinkage=0.1


Tree=339
num_leaves=31
num_cat=0
split_feature=0 0 3 3 3 2 4 4 2 2 3 2 2 3 0 0 3 0 2 3 4 0 1 3 3 0 4 3 3 2
split_gain=0.022491 0.162799 0.0619115 0.083267 0.181417 0.107678 0.0964439 0.192913 0.105251 0.10672 0.102797 0.101905 0.338456 0.125711 0.0983169 0.171153 0.0846248 0.0842753 0.0640197 0.056843 0.0520468 0.140241 0.128408 0.11774 0.37453 0.0940241 0.0874192 0.152285 0.41952 0.139644
threshold=85.737618238150006 85.775256651950016 0.11467000000000002 0.10045500000000003 0.095645000000000022 -0.072569999999999982 41.24714903835001 41.558544840500012 -0.082885 -0.01762 0.077330000000000024 -0.089514999999999997 -0.117115 1.0000000180025095e-35 85.656964494200011 85.199926612050021 -0.082159999999999997 75.994645973400011 -0.01762 -0.5351999999999999 43.162556114600001 91.625341543800019 68.321786469100019 0.085765000000000022 0.083415000000000031 86.692020874450009 42.686561923500008 0.087530000000000011 0.10017000000000002 -0.081474999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -5 14 -8 11 -10 -11 12 13 19 15 16 17 -1 -18 -9 26 23 -23 24 -22 -25 -3 29 -29 -28
right_child=1 20 -4 5 -6 -7 7 8 9 10 -12 -13 -14 -15 -16 -17 18 -19 -20 -21 21 22 -24 25 -26 -27 27 28 -30 -31
leaf_value=-0.10089073546124386 0.053488360636829962 -3.127583131721685e-06 -0.054164159037672632 0.051667531152796313 -0.070973589435653892 -0.0087682753918375111 0.070671799605689714 0.039143282970982518 -0.10644562034256477 0.075949704463489587 -0.10178295252991745 0.029702097931830231 -0.10891082294376049 0.051399649935134795 -0.10662158193648053 0.090347261828114853 -0.10361192901224524 0.035519752262782485 -0.018873784911255909 -0.02448052373664239 0.044771714914909742 -0.10232440764662261 -0.00049004525154290851 0.019098752863550741 -0.083768385783138249 0.078684795928681453 -0.029647586099439245 -0.10819014912133858 0.019303578258759432 0.035843881772525336
leaf_weight=0.058340491329317956 0.57832347135990758 27.521512334407735 0.25283005863548158 0.56408307887249975 0.43701293680169317 0.61757148905599002 0.39022741472581435 0.17287030795887415 0.18911105815641349 0.086462253374634535 0.052181842418690394 0.90104904688632803 0.29662742439541023 0.46164069452788681 0.14847500436007977 0.1229416104615666 0.22058001452057852 0.20246838276443668 0.14964119428986933 0.74813192553801866 0.73702763417065786 0.12983123882440883 2.6758860355335798 0.47690661740489282 0.32735982015719856 0.59548246384514414 0.66066857437283488 0.55340340763683549 0.48365680864378646 0.64190607348882556
leaf_count=57 13 1544 30 20 24 23 16 17 27 68 31 33 29 25 6 9 39 28 20 90 54 36 482 14 17 27 38 37 26 20
internal_value=-9.79719e-05 0.000866976 -0.00572056 -0.00361588 -0.00965381 0.0200818 -0.00327458 0.00465116 -0.00420799 -0.0575871 0.009056 0.00257229 -0.0119848 0.00880938 -0.0322419 -0.0175948 -0.0386248 0.00500601 -0.0693613 -0.0125385 -7.42088e-06 0.00949786 -0.00520231 0.0288001 0.00523831 0.052186 -0.0015807 -0.0201379 -0.0487305 0.00262647
internal_weight=41.4542 35.382 6.07225 5.81942 4.63776 1.18165 4.20075 3.2983 2.90807 0.327755 0.138644 2.58032 1.67927 1.38264 0.902447 0.753972 0.63103 0.260809 0.370221 0.921002 34.8036 4.94249 2.80572 2.13678 1.06439 1.07239 29.8611 2.33963 1.03706 1.30257
internal_count=2900 2308 592 562 519 43 495 336 320 126 99 194 161 132 159 153 144 85 59 107 2295 630 518 112 71 41 1665 121 63 58
is_linear=0
shrinkage=0.1


Tree=340
num_leaves=31
num_cat=0
split_feature=0 3 0 2 4 4 0 3 4 1 1 3 2 1 2 4 2 4 1 3 1 0 1 4 1 1 3 3 2 4
split_gain=0.0222874 0.0950883 0.272589 0.381568 0.144367 0.260446 0.200638 0.159824 0.144446 0.153356 0.124081 0.349007 0.268963 0.201418 0.0972347 0.184331 0.177787 0.121355 0.293912 0.24861 0.0924513 0.0982972 0.354618 0.235887 0.220789 0.212068 0.0840816 0.0718457 0.0715222 0.078074
threshold=86.530713386650021 0.088105000000000017 86.135510041400025 -0.063985 42.102795028150005 41.395309858300003 85.253695774650012 0.09660500000000001 40.496232821400007 61.987779113750001 62.030794443850006 0.082975000000000021 -0.095714999999999995 62.014663695050011 -0.093604999999999994 43.968221017800005 -0.10282499999999999 43.061965423550006 61.971648364950006 0.08079500000000002 62.009286778800011 87.393708446500014 62.116825104000007 41.322103772800006 62.197478847950002 62.305017173150013 0.10236000000000002 -0.24637000000000001 -0.23557500000000001 37.020641110850008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 4 -4 5 8 -6 -8 9 26 13 12 -12 14 16 17 28 18 19 27 -2 23 -23 -22 -24 -26 -3 -16 29 -1
right_child=20 2 3 -5 6 -7 7 -9 -10 -11 11 -13 -14 -15 15 -17 -18 -19 -20 -21 21 22 24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.043281560478139275 0.024663048325382804 0.042546248844501755 -0.092030706549240504 -0.00092081546047038129 0.033990635191295797 0.041042119265436362 -0.10756577164391011 -0.014477592359706557 -0.054583918803655512 -0.046053359709515462 0.033143430384246497 0.05456799572102105 -0.06142985927874417 -0.081454479177436756 -0.01524505090339482 0.087738641686344002 -0.10933903379135379 -0.056070105014337124 0.070078557285580809 0.019238814769297442 0.017708333427401034 0.095991367042096709 -0.10036381954871024 -0.042147236461734322 0.10162448407867548 0.00060324518643754409 -0.0059256014092638649 -0.10709364366523813 0.0018510828302267591 -0.10299349857562612
leaf_weight=0.049692729171510686 1.6293154606246414 0.72700084230564266 0.88332907296717167 0.95838792598806299 0.31561395399353365 1.5498279041457861 0.37093877854931634 0.36683902599907015 0.58556538131824698 0.49150624549417887 0.55653601256597085 1.4680337724903436 0.65420300090045225 0.32382301470852315 0.12178876385598858 0.2957929290728315 0.18735765672681748 0.29492675212782149 0.59412651823367912 0.68959374715177546 1.1086553023196786 0.39645860670134681 0.21459509059787052 1.6212056865697375 0.20978566212579863 21.979480300180978 0.70481071691028774 0.28319576870467456 1.3519382044987649 0.1373321255796327
leaf_count=12 38 31 32 35 31 45 39 35 30 34 45 39 42 14 26 15 8 34 19 30 30 8 5 38 6 1932 24 34 119 70
internal_value=-0.00010127 -0.00334825 -0.0116331 -0.0446192 0.000250708 0.00881191 -0.0327355 -0.0612803 -0.0110979 0.00214172 0.00487212 0.0217882 -0.0179577 -0.00559411 0.000538416 0.0140971 -0.0173644 0.00311589 0.0134525 -0.0172835 0.00156794 9.40257e-05 0.00224108 -0.0178386 0.000582078 0.00155834 0.0186859 -0.0794725 -0.00616713 -0.064128
internal_weight=41.1217 13.9622 6.95382 1.84172 5.1121 4.05871 1.05339 0.737778 2.50888 1.92332 7.00834 2.67877 1.21074 4.32957 4.00575 2.27942 1.72632 1.98363 1.6887 1.09458 27.1595 25.5302 22.8003 2.72986 22.4039 22.1893 1.43181 0.404985 1.53896 0.187025
internal_count=2900 843 336 67 269 164 105 74 119 89 507 126 87 381 367 158 209 143 109 90 2057 2019 1951 68 1943 1938 55 60 201 82
is_linear=0
shrinkage=0.1


Tree=341
num_leaves=31
num_cat=0
split_feature=0 0 0 4 4 0 3 3 3 3 2 2 2 2 0 2 2 2 0 4 2 4 3 2 4 0 2 2 3 0
split_gain=0.0226917 0.0783985 0.073815 0.22134 0.0699223 0.060091 0.0553349 0.0855104 0.169391 0.114302 0.0784589 0.177515 0.186623 0.174906 0.178937 0.150594 0.0960257 0.102282 0.0598495 0.0642245 0.0609097 0.0936927 0.0507856 0.0495946 0.0493202 0.0443989 0.0518 0.170559 0.344816 0.162359
threshold=85.716110573100011 85.807518149550006 86.001087134900004 40.532725462000009 42.622319549950006 85.694602908050015 0.11467000000000002 0.10045500000000003 0.093480000000000021 0.092095000000000024 -0.082885 -0.083135000000000001 -0.08725999999999999 -0.089514999999999997 85.328972602300013 -0.01762 -0.016334999999999999 0.11529000000000002 84.95796538030001 39.468990633150007 -0.22386500000000001 48.315732392000008 0.084365000000000009 -0.26820499999999997 41.811877919650009 86.103248543850015 -0.068524999999999989 -0.054494999999999995 0.087530000000000011 86.345209775600011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 24 3 -3 -5 6 7 8 9 10 11 12 13 14 18 -12 -17 -18 19 23 21 22 -21 -1 -2 -4 -27 28 -28 -29
right_child=1 2 25 4 -6 -7 -8 -9 -10 -11 15 -13 -14 -15 -16 16 17 -19 -20 20 -22 -23 -24 -25 -26 26 27 29 -30 -31
leaf_value=0.010848151709616543 0.038520189038653854 0.0078630759198720576 0.019739886972087065 -0.10522556648362665 -0.032965243590747852 -0.051205323323501278 -0.049846378150143929 0.02439924039802123 -0.062023594953930256 0.068127717105667035 -0.10493364591480132 0.10301825490859834 -0.098597101305295226 0.070149499787209219 -0.10428351930310729 0.094932484249478005 -0.10435277141531885 0.024887860334402344 0.059405279238647204 -0.10407102957111623 0.047548165819776278 0.0065242806410674009 0.021704568128160968 -0.10113129757110138 0.0042401085446299646 -0.0031186080219635041 -0.025225569516288168 -0.051503623371389189 0.059258072368694292 0.0028937674150911305
leaf_weight=0.061134477183827585 0.86531065683811792 0.9081859177967988 1.1863273850176508 0.29938846289223875 0.24227661995973904 0.28105224060709577 0.24687910921011269 1.0183775745390446 0.50705654207740725 0.22972842899753221 0.21331283338531648 0.16424378007650364 0.19340840681252291 0.33624756180506676 0.17578622515065956 0.084198163356631994 0.10415872067232346 0.14859488112779218 0.16324434662237752 0.13374565335743782 0.24983743677148473 0.82100631439243443 0.042242804920533672 0.11202717688263542 0.81500436889473349 19.497404205880926 0.7300345721628213 0.58496372331865387 1.4282797129380922 8.8458092993103268
leaf_count=7 18 26 25 31 18 12 30 39 37 12 32 2 11 14 30 4 95 27 6 73 15 40 6 88 23 1357 31 31 46 714
internal_value=-0.00010064 0.000811894 -0.000238539 -0.0223119 -0.0729049 -0.00621201 -0.00368556 -0.00129058 -0.0082858 0.000142531 -0.00505799 0.00259752 -0.00460903 0.00406673 -0.00856537 -0.039184 0.00243981 -0.0283717 0.00206218 -0.00453006 0.00339549 -0.00766876 -0.0738809 -0.0615971 0.0218933 0.000753102 2.85258e-05 0.00532324 0.0306821 -0.000480346
internal_weight=40.6893 35.403 33.7227 1.44985 0.541665 5.28628 5.00523 4.75835 3.73997 3.23292 3.00319 2.45292 2.28868 2.09527 1.75902 0.550265 0.336952 0.252754 1.58324 1.41999 1.24683 0.996995 0.175988 0.173162 1.68032 32.2728 31.0865 11.5891 2.15831 9.43077
internal_count=2900 2320 2279 75 49 580 568 538 499 462 450 292 290 279 265 158 126 122 235 229 134 119 79 95 41 2204 2179 822 77 745
is_linear=0
shrinkage=0.1


Tree=342
num_leaves=31
num_cat=0
split_feature=0 2 2 3 0 0 1 1 0 1 3 0 3 4 4 2 1 1 3 4 4 0 3 3 4 4 3 3 0 2
split_gain=0.0238363 0.0385121 0.0308133 0.080384 0.0451919 0.126505 0.0298939 0.0766226 0.147691 0.072229 0.14711 0.132363 0.103693 0.0763903 0.152628 0.061826 0.0596942 0.0521272 0.173276 0.128875 0.126816 0.0948034 0.112952 0.171993 0.0499128 0.0846935 0.0440426 0.0545872 0.154706 0.070479
threshold=113.28087178455002 0.68694500000000025 0.27148500000000009 0.094415000000000013 92.652332549650012 93.910530954700008 80.677940036650014 78.962703749400006 100.67200315280002 81.188747081400024 0.095845000000000027 100.67200315280002 0.093480000000000021 45.027406014450008 42.686561923500008 -0.088944999999999996 79.900975636950008 77.898074329750017 0.091975000000000015 41.66248410610001 42.467547400400008 99.378854792050006 0.095290000000000027 0.087725000000000011 42.406961525800007 39.468990633150007 0.43162500000000009 0.12746000000000005 88.232507383150008 -0.58350999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 17 -9 -8 11 -11 13 14 24 -15 -10 21 19 -19 -21 26 23 -23 25 -13 27 29 -29 -1
right_child=-2 -3 3 -5 5 -7 9 8 16 10 -12 12 -14 15 -16 -17 -18 18 -20 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.027480036033814 -0.029399067370566745 0.035570919476092457 -0.10519896771499343 0.013784561310106379 0.10123463296595588 -0.10202318223264906 0.04935405275071536 0.017507348981351617 -0.1063218824564902 -0.10251173463022707 -0.0836813532878984 0.038709124218490286 0.086803607875029623 0.0037812924348535784 -0.10214284064251025 0.075142467932473644 -0.036233674043968656 0.081662934666532128 -0.031100416986563968 0.077874447484514275 -0.082048683682141854 -0.10574783797946917 -0.10322319071959936 0.02907954348719238 0.06112655688954774 -0.068639666051990525 0.028403814358085817 -0.056692539558613544 0.023218527012069286 -0.00027088161852801889
leaf_weight=0.94189634426582713 0.27573734290927987 0.30383319617976567 0.13118502464249004 0.27327201834077641 0.050628393888473511 0.077483300152380252 0.41276013334572681 0.37830472982568508 0.20750989080261206 0.092126812588958162 0.17643190422376154 0.1641533476475272 0.20489495029221405 0.24814824333043362 0.1496322832426813 0.23770760087063536 0.29324191325076754 0.46848845309477727 0.38812124323885655 0.086517547722905874 0.11615743900983944 0.13505569149765406 0.18994478802142112 0.31596088825244806 0.15179816867748741 0.13307493252386848 0.54786451569532246 0.57887214617403415 0.41663165982208739 32.260653994920247
leaf_count=53 304 33 17 23 2 42 16 20 23 15 71 81 20 60 32 13 38 21 31 3 45 58 33 21 8 73 21 39 26 1658
internal_value=-9.79339e-05 0.000103385 -0.00016718 -0.0240595 -0.0639433 -0.0216978 0.000156627 -0.00047714 -0.0296511 0.0121601 0.00230607 0.0132873 0.021561 0.00923483 -0.0146744 0.0386951 -0.065278 0.000226515 0.022085 0.0528412 -0.013781 -0.000427807 -0.0385367 -0.0112942 0.0144733 -0.00935304 0.000275192 -0.000175438 -0.0232487 0.000516362
internal_weight=40.4081 40.1324 39.8285 0.532569 0.259297 0.128112 39.2959 37.3252 0.879057 1.97073 1.55797 1.38154 1.28941 1.08451 0.598659 0.485856 0.500752 36.4462 1.05928 0.671163 0.202675 35.3869 0.640961 0.451017 0.449026 0.297228 34.7459 34.1981 0.995504 33.2026
internal_count=2900 2596 2563 84 61 44 2479 2090 81 389 373 302 287 267 194 73 61 2009 100 69 48 1909 112 79 162 154 1797 1776 65 1711
is_linear=0
shrinkage=0.1


Tree=343
num_leaves=31
num_cat=0
split_feature=3 3 3 0 3 0 0 1 1 1 2 0 2 3 1 0 0 2 4 2 2 0 4 4 1 2 2 2 4 3
split_gain=0.0239953 0.138121 0.0733381 0.0566103 0.112513 0.0712305 0.049293 0.0657607 0.065038 0.231134 0.0475685 0.130274 0.0725627 0.104528 0.126389 0.154161 0.152773 0.0935064 0.0686472 0.0509713 0.0479469 0.0633083 0.0440858 0.34402 0.244868 0.161221 0.295558 0.371362 0.208319 0.144184
threshold=-0.15684499999999998 -0.23472499999999999 -0.12530999999999998 91.523180134850023 -0.21013499999999999 95.590817286200021 75.994645973400011 55.855406118200008 57.960468834350003 59.74022811670001 0.033180000000000008 71.249517373150013 -0.040019999999999993 -0.49570500000000001 73.365333921800001 85.807518149550006 99.870842629900025 -0.079824999999999993 39.530201452500002 -0.16717499999999999 -0.22386500000000001 89.872466842800023 38.592454371550012 38.703421923500009 67.980352286500008 -0.053019999999999991 -0.10001 -0.101965 34.542090938800008 -0.064204999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -2 -3 5 -5 7 -4 -8 -10 11 -1 13 -13 15 -15 -16 20 -12 -18 21 -17 24 -24 -11 26 27 28 -26 -27
right_child=2 3 6 4 -6 -7 8 -9 9 22 18 12 -14 14 16 17 19 -19 -20 -21 -22 -23 23 -25 25 29 -28 -29 -30 -31
leaf_value=-0.10411479243802282 -0.048498645777104658 0.068773416609845969 -0.004533030801341988 0.0071053051582525093 -0.039972135926081356 0.079067671653497651 0.039697008511744243 -0.10183390256261414 -0.10446669718424889 0.026727126728010409 -0.0046870683285062378 0.04651845957937694 0.055166033536328034 0.014975906019374333 0.094220645075646592 0.036457591302256731 0.022843420988558009 -0.015219503464827061 -0.10324955233731847 -0.10229016476819486 -0.10678879319605879 -0.10168815584668706 -0.1107921425039332 -0.00049888919150281423 0.031942711487255089 0.055675188958398403 -0.10415322865967916 0.10499545184911779 -0.088391879461933998 -0.010956324369484821
leaf_weight=0.11489607405405999 0.32071576917064604 0.37007151542274985 0.18482846412938769 0.26037932222243398 0.21627692165202461 0.29157675462602128 0.40537715018035569 0.11127899433063249 0.21290008645837488 3.2221734055763145 0.18415833498784184 0.37323972304830166 0.25614635781675943 0.53982975184862858 0.21291895880131062 0.064262424915797367 0.061716375113974209 0.34061739034950611 0.11466140487743814 0.068885298845771104 0.30639232117937354 0.0685694948570017 0.28562014367344346 28.681576670604855 0.22657872839655191 0.4538906574507563 0.45760335666326868 0.22707759145851014 0.39407080438232356 1.1414811188757186
leaf_count=41 55 33 58 10 31 31 27 50 34 111 37 45 15 33 14 11 24 10 61 32 20 29 11 1671 49 25 93 4 115 120
internal_value=-9.56242e-05 0.00741701 -0.000890749 0.0366426 0.0211646 0.0451202 -0.000466674 -0.0410993 -0.000129732 -0.000587055 -0.00487567 -0.000204814 0.00500279 -0.00130684 -0.0120394 -0.026104 0.0419913 -0.0545407 -0.0425069 -0.0431578 -0.0850343 -0.034855 4.32082e-05 -0.00158639 0.00775282 -0.0133243 -0.0393876 -0.00442714 -0.0444617 0.00800065
internal_weight=40.1698 3.8446 36.3252 1.1383 0.768233 0.551956 36.0045 0.296107 35.7083 35.303 2.70629 2.40747 2.29258 2.03643 1.66319 1.31967 0.343521 0.779842 0.29882 0.130602 0.439224 0.132832 35.0901 28.9672 6.12288 2.9007 1.30533 0.847727 0.62065 1.59537
internal_count=2900 477 2423 105 72 41 2368 108 2260 2233 372 274 233 218 173 103 70 70 98 56 60 40 2199 1682 517 406 261 168 164 145
is_linear=0
shrinkage=0.1


Tree=344
num_leaves=31
num_cat=0
split_feature=0 1 4 3 0 1 2 4 0 3 4 4 3 3 2 1 1 3 0 0 3 4 2 0 0 4 2 2 1 1
split_gain=0.021093 0.1815 0.102534 0.113951 0.0868208 0.16566 0.0595901 0.0679004 0.171162 0.0642763 0.073828 0.0605804 0.0871046 0.165192 0.0427261 0.04247 0.146917 0.132901 0.0672934 0.164274 0.120406 0.115057 0.129374 0.0681141 0.0566028 0.33804 0.470925 0.800197 0.156803 0.327262
threshold=85.613949164150014 61.917879202350001 43.968221017800005 -0.25276999999999999 85.447264760050004 61.907125369850007 0.19122000000000003 38.115457128050004 83.680947768350009 0.10500500000000003 35.616518500750011 41.24714903835001 -1.0000000180025095e-35 -0.15684499999999998 -0.11600999999999999 61.917879202350001 61.923256118600001 0.095845000000000027 85.807518149550006 85.968825637350008 0.095645000000000022 42.102795028150005 -0.084239999999999995 86.135510041400025 87.181320254150009 42.541806567400009 -0.065399999999999986 -0.12350999999999999 62.116825104000007 62.197478847950002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 7 8 9 10 -1 -9 13 -13 -14 17 -17 -2 21 20 -20 -18 -23 -21 25 26 27 -25 -26 -30
right_child=15 2 -4 -5 -6 -7 -8 11 -10 -11 -12 12 14 -15 -16 16 18 -19 19 23 -22 22 -24 24 28 -27 -28 -29 29 -31
leaf_value=-0.10475742199288346 -0.04466852329346388 0.062887636225300622 0.015120960070683085 -0.096960328214401204 -0.059095313739123891 0.089504925489407847 -0.049282602262666092 -0.034616256895704717 0.10065914776940657 0.062615137701069676 0.0090029693516885008 0.0060699957993036119 0.052689821794281666 -0.1031243141095223 0.0043520323178031358 0.066940072844828627 0.036344912159353739 0.015263571217601671 -0.012226093162626061 0.0214245958729265 -0.089682908552010013 -0.035117572271225743 0.034840115473818031 0.010152117085294454 0.041661950384334553 0.027551931706572854 0.016164877601155168 -0.10281374227008735 -0.10316144137822963 0.0015617553363041757
leaf_weight=0.099005607226112402 0.77117866953267256 0.049927141677926556 0.15000522183254361 0.41771991194605096 0.21561683961772349 0.22325126896612335 0.22542786493431766 0.49252970979432609 0.23281255143228918 0.084390104282647371 0.1346126447460847 0.67739550124668035 0.40170191170182079 0.17416580221947697 0.33565509294339591 0.33838418684899707 1.3438880431931424 0.71126957843080163 0.48108304780908184 1.5036045594606573 0.34433815620468522 0.66331682551390259 0.43949916998099048 1.1439430118189191 0.94829857908189552 1.7784363722894339 1.7093390930676862 1.3877361988415939 0.30249891616404312 22.063285245191725
leaf_count=43 28 14 13 130 9 6 13 36 8 7 26 96 21 70 31 6 34 21 29 39 24 35 19 30 20 45 52 40 7 1948
internal_value=-9.98515e-05 -0.00707081 -0.0568188 -0.0798946 0.00225008 0.00654327 6.20739e-05 0.00428796 0.0355091 -0.012187 -0.0392078 -0.0039742 0.00552416 -0.016263 0.0306858 0.000659564 0.00137278 -0.0159135 0.000722315 -0.000512403 -0.0445385 0.0167007 -0.00723772 0.000666048 -0.000398012 -0.00904306 -0.0243889 -0.05177 0.00183405 0.000145366
internal_weight=39.8443 3.91422 0.617652 0.467647 3.29656 3.08095 2.8577 2.63227 0.550821 0.318008 0.233618 2.08145 1.58892 0.851561 0.737357 35.9301 34.4477 1.48245 34.1093 31.6626 0.825421 2.4467 1.10282 30.8371 29.3335 6.01945 4.24102 2.53168 23.3141 22.3658
internal_count=2900 523 157 144 366 357 351 338 84 76 69 254 218 166 52 2377 2328 49 2322 2234 53 88 54 2181 2142 167 122 70 1975 1955
is_linear=0
shrinkage=0.1


Tree=345
num_leaves=31
num_cat=0
split_feature=0 0 1 3 4 4 4 4 2 3 2 0 3 0 3 2 2 1 1 0 1 3 2 0 2 0 0 1 0 1
split_gain=0.0203948 0.255843 0.139539 0.184588 0.118312 0.0938935 0.16509 0.121781 0.151306 0.120704 0.233483 0.198995 0.193121 0.187831 0.15949 0.147983 0.236883 0.144987 0.167093 0.137672 0.123106 0.172425 0.297442 0.108945 0.22287 0.209302 0.199444 0.142011 0.119144 0.124626
threshold=90.837623311600012 90.437043050150024 67.649671936450019 0.084795000000000023 38.238138001450004 38.703421923500009 38.592454371550012 39.211875820650008 -0.071129999999999985 0.090865000000000015 -0.59511499999999995 93.776108048200015 0.10332500000000001 92.652332549650012 0.090225000000000014 -0.058529999999999992 -0.16297999999999999 71.787208999250012 72.496961945650014 96.055920542800024 70.343506983200015 0.08494500000000002 -0.09715 94.776214472700005 -0.033594999999999993 95.071944867050021 96.588235252600015 70.026268923800004 98.851916998450022 78.220689305400015
decision_type=2 2 2 2 2 2 2 2 2 2 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 23 8 -7 13 -11 -12 15 -9 17 16 -13 20 -19 -14 -15 22 -22 24 27 -25 -27 -4 -28 -30
right_child=2 -3 5 4 -6 7 -8 9 -10 10 11 12 19 14 -16 -17 -18 18 -20 -21 21 -23 -24 25 -26 26 28 -29 29 -31
leaf_value=-0.00019117371696013652 0.013770785979760126 0.057384843214395215 -0.016526979640050562 -0.022109728332900661 -0.10956245916853516 -0.0055213967860542378 -0.11063368135861668 0.068580706979426684 0.071191850600660148 0.040691314731055132 -0.093716355508577723 0.0095408645003544536 0.082799741512653929 0.001618964610054183 0.046259664897433959 -0.0034287008491718945 -0.10480070318777249 0.073282940623973544 0.0014296420541892773 -0.0031797539626130184 -0.10491786866000373 -0.10581326745989079 0.067921922489504447 0.080025266907685078 0.0086309420740156659 -0.10452657608762612 0.033070300664616713 -0.10909474518583342 -0.10477232205913012 -0.00022978578195561301
leaf_weight=22.634675399995164 0.41348300850404729 0.79901818976872974 0.27924132804037072 0.27028005383908749 0.36174544661798791 0.46906801026918288 0.17191552493022744 0.48024150084529349 0.5689806786481586 0.63292633223318295 0.38077999517554451 0.26786752219521115 0.23846085357217794 0.68614612196870417 0.78001127868765241 0.62812006815215637 0.55991165378122787 0.35214253573030863 3.9988989655811338 0.8502858848232222 0.18359200096892891 0.37027751714049373 0.21754975069052307 0.31731156547357375 0.70279273486812577 0.19215259110933391 0.68381764000787348 0.40770486871440426 0.15663630395965811 0.41923232320917236
leaf_count=1132 34 35 13 7 44 36 8 26 30 32 11 37 10 45 18 54 70 21 600 75 32 43 16 14 31 23 48 39 52 264
internal_value=-0.000108623 0.00177199 -0.00285585 -0.0381781 -0.0721641 -0.000393218 -0.0152014 0.00383499 0.0365271 0.000641682 -0.0143794 -0.0262942 -0.0162051 0.00820306 0.00380216 -0.0400282 -0.0678 -0.00189926 0.00724494 0.0156518 -0.029196 -0.0566047 -0.0111823 -0.0100077 -0.030961 0.00645195 -0.00962812 -0.0714663 0.00484769 -0.0286654
internal_weight=39.4753 23.4337 16.0416 1.04551 0.632026 14.9961 3.3308 11.6653 1.03805 10.6272 3.55835 2.92543 2.54465 7.06886 6.58862 1.4559 0.827779 5.80861 4.35104 1.08875 1.45757 0.771419 0.401142 3.15889 1.38974 1.76915 1.45184 0.686946 1.25969 0.575869
internal_count=2900 1167 1733 85 51 1648 492 1156 66 1090 289 257 246 801 775 161 107 757 621 85 136 91 48 484 83 401 387 52 364 316
is_linear=0
shrinkage=0.1


Tree=346
num_leaves=31
num_cat=0
split_feature=1 1 3 0 3 2 3 0 0 1 0 4 4 1 0 1 0 1 3 0 4 1 3 4 2 3 3 0 2 2
split_gain=0.0210718 0.178877 0.132152 0.130162 0.167822 0.112608 0.0925441 0.0768862 0.157704 0.14749 0.101456 0.0835055 0.0798101 0.133951 0.373154 0.326234 0.242968 0.208196 0.156532 0.124788 0.120674 0.103585 0.0849535 0.257685 0.272979 0.0810551 0.0784515 0.389874 0.102459 0.165596
threshold=70.96454081135002 70.865067860500019 0.25847000000000003 95.141844778450022 -0.089509999999999992 -0.15605499999999997 0.11906000000000001 94.047642319350018 94.776214472700005 70.026268923800004 93.867515624600017 40.496232821400007 37.858673296900008 66.697957758300021 90.337570099350003 65.111767461350013 90.837623311600012 67.649671936450019 0.091885000000000022 93.262612545250008 37.020641110850008 68.961639504150014 0.090640000000000012 35.131296350900008 -0.11420499999999999 0.10133000000000002 0.072890000000000024 86.280686780500005 -0.12835499999999997 -0.088099999999999998
decision_type=2 2 2 2 2 2 2 2 2 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 -5 10 9 -9 12 -10 19 14 15 26 -16 -15 21 20 22 -19 23 24 -1 -24 27 -14 -28 -30
right_child=2 -3 -4 6 5 -7 -8 8 11 -11 -12 -13 13 17 16 -17 -18 18 -20 -21 -22 -23 25 -25 -26 -27 28 -29 29 -31
leaf_value=-0.10210157830807472 0.0078475015194763836 0.064051522269265193 -0.10329089883063199 -0.0014104003987345929 0.010685399664215387 -0.10619866562208265 0.046569355755006148 0.013454934229470396 0.03365038804566544 -0.10439314456938971 0.039217644549950394 -0.029437322940974561 -0.0094613475038383497 -0.085536373053079887 0.092667229412980237 -0.079410026565467945 -0.0034245900797868416 0.044245161239698044 -0.044072203800336489 0.071966758016763374 0.04777663072795274 -0.021246311698424461 0.038350761775703929 -0.06576404260208106 0.095767608924733044 -0.0075881311752911242 0.01675135174882085 0.066930310468681461 -0.027625558928911775 -0.00071171455542424784
leaf_weight=0.095556079071855815 0.40360837696061935 0.44642681290133523 0.13251053614629604 8.5040083571808331 0.10631637239600877 0.36678722712599388 0.4219528448013542 0.15393526266961888 0.43529439554549754 0.34245250141708539 0.69165782847812707 0.40503406430434552 2.1529267128917264 0.45377296803690059 0.70495615986874216 0.53534459884030994 0.41984553919610335 0.57213312858948462 0.74536019330116687 0.34167458218871605 0.62043367166188534 0.41791284346800239 0.69194757328295942 0.5881092386130149 0.25789570552298668 0.86322699894662946 2.2477074821581686 0.96868442291815871 2.8785238814744138 11.108197811701034
leaf_count=58 44 12 34 1202 17 105 35 18 16 53 26 47 265 45 31 24 25 28 25 14 36 25 25 40 14 28 84 26 122 376
internal_value=-0.000117547 0.00123844 -0.00409455 -0.00275363 -0.0395215 -0.0799323 0.000857724 0.000261138 -0.0231566 -0.0678472 0.00140542 0.00324243 0.000424589 -0.00168762 0.000764506 -0.00240413 0.0567998 -0.0252281 -0.00945868 0.0145954 0.00830685 0.0166003 -0.00150131 -0.0252079 0.0422735 0.0128516 -0.000274322 0.0142442 -0.00306599 -0.00625069
internal_weight=39.0742 29.139 9.93518 9.80267 0.876712 0.473104 8.92596 28.6926 1.33672 0.496388 27.3559 0.840328 26.6642 23.2054 21.0162 19.8914 1.1248 2.18918 1.73541 3.45884 3.11717 0.990046 2.49674 0.941561 0.353452 1.55517 19.356 3.12161 16.2344 13.9867
internal_count=2900 1463 1437 1403 166 122 1237 1451 134 71 1317 63 1291 1076 953 897 56 123 78 215 201 53 165 112 72 53 873 291 582 498
is_linear=0
shrinkage=0.1


Tree=347
num_leaves=31
num_cat=0
split_feature=2 2 4 2 4 3 3 1 2 4 3 2 3 1 2 4 4 4 3 3 3 3 3 3 3 2 2 0 2 4
split_gain=0.0193065 0.217165 0.10944 0.1082 0.32548 0.200681 0.197784 0.157274 0.101699 0.0997961 0.153546 0.21294 0.200286 0.147156 0.124465 0.11391 0.306927 0.13677 0.109435 0.169981 0.124438 0.0977154 0.15116 0.0808955 0.148809 0.112427 0.127227 0.181742 0.0834805 0.0780157
threshold=-0.024989999999999998 -0.031989999999999998 40.337496327150006 -0.053019999999999991 41.028010303750008 -0.072169999999999998 0.083565000000000014 62.084563606450011 -0.062629999999999991 41.289992964000007 0.088395000000000015 -0.016334999999999999 0.099425000000000027 62.837331883000012 0.022230000000000003 40.337496327150006 40.21994457600001 39.749124837650008 0.088005000000000014 0.081550000000000025 0.070195000000000021 0.10419000000000002 0.091385000000000022 0.094415000000000013 0.087405000000000024 0.048530000000000011 0.072320000000000023 93.776108048200015 0.20981000000000005 41.495754733000005
decision_type=2 2 2 2 2 2 2 2 2 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 -7 -6 -1 15 11 -11 -12 -14 -13 16 17 23 19 20 29 22 -10 24 25 -2 -27 -28 -25 -16
right_child=9 2 -4 4 7 6 -8 -9 21 10 12 14 13 -15 18 -17 -18 -19 -20 -21 -22 -23 -24 28 -26 26 27 -29 -30 -31
leaf_value=-0.00047514825579294525 -0.039087398480786684 0.0074120976200439037 0.069614556653600321 -0.042869916873885271 -0.11792457693335415 0.078839422175113139 -0.0077362154357342649 -0.02914312288957507 0.0042336088142116883 0.075066166031511394 -0.096900518538371561 -0.10367092884526719 -0.047174470470374048 0.048621873305937979 0.10021892505960782 0.033152123169953168 -0.096536226913410766 0.055874786101536469 0.10055258653252686 -0.090501680633251064 0.074464748243300807 -0.010138443914418194 0.074577105484309611 -0.006025669078197772 -0.072299270229230536 0.091273033892333016 0.040195395424054162 -0.072685021151053977 0.045924055316292234 -0.052279753748362023
leaf_weight=26.098581276150718 0.49622653384176751 0.48864358376886474 0.67163151014028699 0.57988868409302097 0.39650487873041118 0.46923533210065127 0.60294010162260747 0.40165621157575515 0.59940073932011617 0.30966690025525168 0.48003761025154268 0.151322649098802 0.44957559384238266 0.24926044164703853 0.039463247900130227 1.0244081132650533 0.33023971854009904 0.44876182346456506 0.087882121450320483 0.21979215744664771 0.20521761492295809 0.56714312767144281 0.62299503921531141 0.73957378974148091 0.38525778599708349 0.19697883051821918 0.39014281646086602 0.22482779785300977 0.53171959996916485 0.22375619326203378
leaf_count=1870 23 20 35 15 17 14 28 25 26 16 71 28 32 34 2 81 12 34 7 66 47 19 21 41 50 19 24 71 40 112
internal_value=-0.000107131 0.000959793 0.0434183 -0.000664013 -0.0208116 0.00452161 0.0301534 -0.0732474 0.00110614 -0.00478504 -0.0213427 0.0032669 -0.0471678 -0.0130059 -0.0207066 0.00360457 -0.00448061 0.00442535 -0.00453061 -0.017949 0.0160929 0.0241676 0.0400842 -0.00336239 -0.0176747 -0.00158772 0.0213304 -0.00107268 0.0157023 -0.0294163
internal_weight=38.6827 31.4986 1.16028 30.3383 2.45023 1.65206 1.07218 0.798161 27.8881 7.18411 2.41597 1.2371 1.17887 0.698836 0.927434 4.76814 3.74373 3.41349 0.776111 0.688229 0.468437 1.78954 1.2224 2.96473 1.69343 1.30818 0.811949 0.614971 1.27129 0.263219
internal_count=2900 2090 55 2035 99 57 42 42 1936 810 415 278 137 66 262 395 314 302 234 227 161 66 47 268 187 137 114 95 81 114
is_linear=0
shrinkage=0.1


Tree=348
num_leaves=31
num_cat=0
split_feature=4 3 0 0 0 0 4 0 3 0 3 0 1 4 1 2 1 1 2 4 3 0 3 4 3 3 4 4 1 4
split_gain=0.022391 0.0762158 0.0772323 0.0276065 0.0406446 0.0260384 0.0237066 0.0620004 0.0872285 0.155523 0.0611893 0.0590305 0.117275 0.0308379 0.107614 0.17692 0.115876 0.0896826 0.125414 0.0705487 0.185674 0.181942 0.124646 0.0943118 0.0484204 0.133322 0.143457 0.243272 0.262382 0.182644
threshold=32.785955158400007 0.088500000000000023 92.851278451300018 93.577162146500015 95.429509798400019 92.464140480550014 35.461062230100005 89.219171517050015 0.10575500000000003 90.337570099350003 0.094415000000000013 92.313586825200005 72.303392960300016 37.020641110850008 69.64719632740001 -0.081169999999999992 71.381251821550009 71.429644067900014 -0.59681499999999998 37.858673296900008 0.095845000000000027 90.837623311600012 -0.087385000000000004 38.052786106700005 0.10500500000000003 0.10661000000000002 40.259171735100004 40.036761086100007 62.132955852800002 41.590548329450009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -9 11 -11 -13 14 15 -8 -16 -18 -19 20 21 -15 -23 -21 -25 -26 27 28 -27 -28
right_child=6 5 3 4 -6 -7 13 8 -10 10 -12 12 -14 19 16 -17 17 18 -20 23 -22 22 -24 24 25 26 29 -29 -30 -31
leaf_value=-0.10075194160609378 -0.027635705548093855 -0.024423376950480469 0.10133978146018169 0.10035791955011793 -0.10102026196095043 -0.10496216322294161 -0.03877518398814675 0.093430238493279888 -0.019808254915520615 -0.086117220120557003 0.060189319503598848 0.078847558248416549 -0.066857153088662802 0.053974577006197649 -0.10449111247438819 0.031298571507324097 0.098094905762242987 0.099856390034816819 -0.10175919038184143 -0.048623004667379767 0.077606634467144359 0.016915536677623997 -0.091481982824787533 0.0015725344255321672 -0.059682032673641132 0.068855956811391589 0.032486709179271156 -0.099337975696116729 -0.045479171713530456 -0.018930593636582539
leaf_weight=0.037002461868214875 0.29811747114126674 0.066626050551349181 0.074645306915044785 0.01980806328356266 0.020287892393845652 0.10098873724083646 0.64469169466610765 0.33446973562240578 0.32534798132948595 0.095725998049601912 0.13353895644991098 0.11342273149057291 0.10768860467719321 0.30312454912927822 0.23292626870085076 0.81678203638693847 0.062619130010716617 0.043177827802537538 0.10808948377204797 0.40278021250742213 0.42062331728186564 0.18044548396028404 0.25740847050286675 28.650181481009888 0.47521635542591312 0.32064742268994428 1.506617225628361 0.37434904757537879 0.53660895134063935 1.2759248973441115
leaf_count=47 34 11 2 2 64 42 32 12 18 6 18 5 51 24 27 23 2 5 67 24 28 22 46 2021 23 13 56 10 49 116
internal_value=-9.84082e-05 -0.0264667 0.0248767 0.0653901 -0.00153612 -0.0729484 0.000123075 0.0128549 0.0237277 0.0417749 0.0034134 -0.0205162 0.0078845 -0.00036666 -0.0127431 0.00038733 -0.0556914 -0.00254761 -0.0442099 0.000313893 0.0245422 -0.0055803 -0.0468099 -0.000525156 5.9428e-05 -0.0095969 -0.00366755 -0.0320826 -0.00271336 0.00890949
internal_weight=38.3399 0.319359 0.151744 0.114741 0.040096 0.167615 38.0205 1.40831 1.11019 0.784846 0.450376 0.316837 0.221111 36.6122 1.90829 1.46147 0.446813 0.213886 0.151267 34.7039 1.1616 0.740979 0.437854 33.5423 33.1395 4.48936 4.01415 1.23161 0.857256 2.78254
internal_count=2900 168 115 68 66 53 2732 144 110 92 80 62 56 2588 156 55 101 74 72 2432 120 92 68 2312 2288 267 244 72 62 172
is_linear=0
shrinkage=0.1


Tree=349
num_leaves=31
num_cat=0
split_feature=2 4 2 4 0 3 2 2 0 1 3 3 2 2 1 3 3 2 3 2 3 3 4 4 3 3 2 1 1 3
split_gain=0.019818 0.0532706 0.0368753 0.121187 0.0810328 0.0938442 0.0510655 0.084394 0.0700653 0.065168 0.0453084 0.149159 0.0999798 0.229235 0.132981 0.139164 0.0681099 0.045052 0.15406 0.118913 0.145574 0.0923327 0.0754579 0.108753 0.0911189 0.060443 0.0906088 0.0476758 0.158905 0.12689
threshold=0.68694500000000025 41.43512228960001 0.25677000000000011 40.08085804200001 94.614906984850009 0.10236000000000002 0.20327000000000003 0.15675000000000003 88.232507383150008 67.203387886850024 0.11614000000000002 0.11308000000000003 -0.033594999999999993 -0.074434999999999987 75.403185184700007 0.25847000000000003 0.11048000000000002 0.048530000000000011 -0.11050499999999999 1.0000000180025095e-35 -0.04931 0.095645000000000022 36.372781240150012 41.24714903835001 0.088990000000000027 0.088005000000000014 0.06041500000000001 71.090898343450007 71.52105164435001 0.094415000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 -4 -6 7 10 -9 -8 11 16 13 14 15 -12 17 19 -19 27 -21 -22 -20 -24 25 26 -25 -1 29 -29
right_child=1 -3 3 -5 5 -7 9 8 -10 -11 12 -13 -14 -15 -16 -17 -18 18 22 20 21 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.0036263304181302827 0.064955604768558453 -0.017333995929690541 0.025773968148117655 -0.090652860216761166 -0.10370208058826934 0.017123513937186276 0.064567821467542405 -0.062178169720388116 -0.00069351343270338385 0.0026279561422270468 -0.0616446647079468 0.06282216666148327 0.036827210267178272 -0.081441034714408847 0.056934386131089858 0.012937489377620957 -0.031646116432702466 -0.10248906614757183 -0.031328677396583321 0.035781242987036763 -0.091815951601208395 0.0012093901828235738 0.078747945634052907 -0.10232855969219778 -0.062339185390263389 0.10033447086873599 0.044446973338711893 -0.10259963165423402 -0.0020924018197490141 0.02252289891626753
leaf_weight=23.1911274624402 0.16158167348106545 0.15330723533043056 0.42843629592607513 0.19253773527100293 0.13280000407931425 0.12459003813986413 0.27736585558886773 0.39937635858222975 0.34583190439627742 0.43824655700336734 0.43291745669171156 0.38907324580031755 0.33105097580846532 0.48922014026175031 0.30220543223248353 0.59270937359804066 0.6445743147941404 0.093322791506352476 0.16148411107788863 0.18937255430330424 0.38800491809433779 0.14716637541087607 0.4349098607212909 0.056050567586567013 0.12893995390982127 0.1029847562458599 0.16849570575681128 0.28536271902703347 6.7886747755525647 0.11320302983222064
leaf_count=1068 21 23 25 45 62 11 18 26 29 37 35 26 35 28 34 27 36 72 19 36 69 9 42 13 28 6 64 53 886 17
internal_value=-9.12563e-05 0.024892 -0.000299542 -0.0205493 -0.000868608 -0.0452163 0.000182592 -0.000340681 -0.0336447 0.0266354 0.000359795 0.00126828 -0.0137162 -0.0229248 -0.00136538 -0.0185437 0.000540205 0.00118352 0.0206537 0.000466018 -0.0395712 -0.066235 0.0315688 0.0429634 0.00886904 0.0369018 0.0078093 0.00142093 -0.00569524 -0.0670616
internal_weight=38.0849 0.314889 37.77 0.878364 0.685826 0.25739 36.8917 36.1761 0.745208 0.715612 35.4309 33.2827 2.1481 1.81705 1.32783 1.02563 32.8937 32.2491 1.14619 31.1029 0.724544 0.535171 1.05286 0.891381 0.456471 0.327531 0.224546 30.3784 7.18724 0.398566
internal_count=2900 44 2856 143 98 73 2713 2658 55 55 2603 2444 159 124 96 62 2418 2382 244 2138 114 78 172 153 111 83 77 2024 956 70
is_linear=0
shrinkage=0.1


Tree=350
num_leaves=31
num_cat=0
split_feature=4 3 0 0 0 0 4 0 0 0 1 0 0 3 4 1 2 1 1 2 4 3 3 3 3 4 1 4 4 1
split_gain=0.0201637 0.0665245 0.0707876 0.0260044 0.0238422 0.0358283 0.0221587 0.0537793 0.0791988 0.109822 0.0738665 0.040327 0.116499 0.122463 0.0286738 0.101208 0.14129 0.0985272 0.076214 0.113428 0.0639773 0.0471977 0.0265036 0.225851 0.116773 0.144019 0.100749 0.0901485 0.123383 0.212535
threshold=32.785955158400007 0.088500000000000023 92.851278451300018 92.464140480550014 93.577162146500015 95.429509798400019 35.461062230100005 89.219171517050015 89.99344745865001 92.031298721500022 69.563854125350005 96.588235252600015 97.835679825150024 0.11467000000000002 37.020641110850008 69.64719632740001 -0.081169999999999992 71.381251821550009 71.429644067900014 -0.59681499999999998 37.360990606650006 0.088395000000000015 0.088165000000000021 0.089185000000000028 0.087405000000000024 41.941595803500007 71.787208999250012 43.57842012870001 42.898324343550009 62.009286778800011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -4 -6 7 -2 -9 -10 -11 -12 -13 -14 15 16 -8 -17 -19 -20 21 -16 24 26 -22 -26 -24 28 -25 -30
right_child=6 3 4 -5 5 -7 14 8 9 10 11 12 13 -15 20 17 -18 18 19 -21 22 -23 23 27 25 -27 -28 -29 29 -31
leaf_value=-0.10068117787325553 -0.024780815096376287 -0.022445915454501322 0.10120630651486469 -0.1045271472763169 0.1003212607365454 -0.10092434299632749 -0.03528139379035302 0.056105460591291068 -0.07510880467683359 0.10118728297241471 -0.054091891470772896 0.095271414801646859 -0.1015410566484039 0.07781326864455998 0.0016647666911187365 -0.10405118507098031 0.027854544350407236 0.097020280523435309 0.099360378293646662 -0.10163265518232163 -0.00036469212036248995 0.079548592356943393 -0.070130602476558099 0.00039072229216478177 -0.0056274853471388261 0.048428391576811454 -6.9857420446796132e-05 0.032887311499668254 0.029306103167211345 -0.076786662831671501
leaf_weight=0.033715456323963333 0.29876297224018245 0.066377117416777764 0.067384680733084679 0.092225795245528985 0.01771729439496994 0.017668922250400954 0.63653686372708762 0.43321071797981836 0.14702861208934337 0.097901424393057823 0.091459831623069476 0.12369062029756606 0.10055667398660262 0.061263864412637759 0.13945336197730185 0.21071091287757315 0.79984466424866585 0.053034007549285889 0.03933625422314424 0.098098134993279129 15.000687981116132 0.1760179021565591 0.69336393053049761 14.425407769555092 0.86186739940603674 1.1512064583093886 0.29156584408383424 0.78973619501289327 0.29185938410546519 0.53486950197952865
leaf_count=47 34 11 2 42 2 64 32 13 9 3 9 5 62 9 30 27 23 2 5 67 1379 18 51 697 36 34 26 87 18 56
internal_value=-9.14933e-05 -0.0261296 0.0250533 -0.0701752 0.0663023 -0.000163992 0.000113142 0.0126737 0.0232792 0.000412753 0.0237955 0.00369645 0.0222082 -0.0336391 -0.000356703 -0.0125272 -0.00012434 -0.0569343 -0.0048099 -0.0441047 0.000294245 0.0451202 -0.000121181 -0.00291043 0.00267021 0.0252852 -0.0493907 -5.66614e-05 -0.00176246 -0.0393328
internal_weight=37.8426 0.295089 0.136486 0.158603 0.102771 0.0353862 37.5475 1.35387 1.05511 0.621901 0.474872 0.376971 0.285511 0.161821 36.1936 1.83756 1.43638 0.401179 0.190468 0.137434 34.356 0.315471 34.0406 17.0268 17.0138 2.01307 0.98493 16.0419 15.2521 0.826729
internal_count=2900 168 115 53 68 66 2732 144 110 97 88 85 76 71 2588 156 55 101 74 72 2432 48 2384 935 1449 70 77 858 771 74
is_linear=0
shrinkage=0.1


Tree=351
num_leaves=31
num_cat=0
split_feature=1 0 3 1 3 3 0 0 1 3 2 3 1 1 1 1 0 0 2 2 3 2 4 0 3 0 4 0 0 4
split_gain=0.0178004 0.132946 0.188369 0.0957665 0.0747793 0.217005 0.12602 0.155387 0.167521 0.242695 0.117736 0.101296 0.0828398 0.159381 0.15421 0.170414 0.23174 0.191828 0.0921791 0.114362 0.194237 0.0971415 0.0827251 0.0747795 0.0729955 0.0822056 0.0999058 0.0756345 0.0723007 0.0718392
threshold=71.090898343450007 95.502098167950024 -0.084259999999999988 70.865067860500019 0.088990000000000027 0.087530000000000011 96.249489528150022 96.811377277450006 77.52437864960001 0.10818500000000002 -0.08756499999999999 0.092425000000000021 71.52105164435001 72.496961945650014 74.986474174450009 75.085947125300024 97.483491810050012 98.201310130900012 -0.24103499999999997 -0.08459499999999999 0.081550000000000025 -0.086339999999999986 38.386256906100009 99.983757871350008 0.09117500000000002 102.84427732220001 44.710446918150005 99.983757871350008 99.053551358250004 41.061442884200012
decision_type=2 2 2 2 2 2 2 2 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 12 -6 -8 9 11 -11 -9 -3 -14 -15 -16 -17 -18 -19 21 23 -20 -13 -21 -10 27 -27 -26 -7 -24
right_child=1 4 -4 -5 6 28 7 8 24 10 -12 22 13 14 15 16 17 18 19 20 -22 -23 29 -25 25 26 -28 -29 -30 -31
leaf_value=0.00020629739855792547 -0.0010600736929710936 -0.10311513026884836 -0.10237326170763746 0.036627553076958468 -0.10337389967153372 0.097069682074914468 0.067132343484046939 -0.11013971029143442 0.043195472057980064 0.064393360803375765 -0.028306676710761078 0.011636649644958155 0.058249527526516943 -0.10315955422947487 0.070931489561038674 -0.074248382887592931 0.068822327483523404 -0.1016058488281681 0.0067379373953947407 -0.1034236418620048 -0.097974812576546708 0.096461777094339882 -0.10700344420659898 0.012904114707532326 -0.037173127940474081 -0.10234570333063393 0.066472913410343379 0.018682795369227994 0.028574296252580775 -0.026680838988422797
leaf_weight=27.598731248586127 0.43058727169045596 0.076757572674976404 0.31982898104001733 0.74133662843087123 0.14090440772997714 0.31435237266123284 0.26267292303964529 0.35060687065561091 0.42894518032429108 0.26219810248585418 0.28695484800846316 0.19207096111676947 0.44347229564300539 0.15421144879655946 0.30071576125919852 0.44965317104288294 0.38330722699174691 0.10005656339741698 1.0585906954878375 0.061324243426496339 0.28801897073746829 0.13619149590158497 0.2228895688749617 0.55887624227142396 0.31780648124913558 0.15263860159526732 0.045505921433914409 1.0220973947677405 0.30230748229132587 0.2225064850790659
leaf_count=1451 50 14 141 23 19 14 8 17 49 14 33 17 24 30 8 30 16 102 252 11 79 8 22 156 17 143 15 78 37 22
internal_value=-8.60185e-05 -0.00388577 -0.04424 0.00115903 -0.000338 0.00826302 -0.0105238 -0.00705066 -0.0126113 -0.037344 0.0159538 -0.0669659 -0.000227471 0.00177979 -0.00539384 -0.000875475 -0.00798791 0.00353182 -0.00782799 -0.00336623 -0.030113 0.0169654 -0.0432204 0.00140185 0.0067175 -0.00345582 -0.0635748 0.00543455 0.0634909 -0.0668767
internal_weight=37.6261 9.28605 0.750416 28.3401 8.53563 4.62784 3.9078 3.76689 3.50422 1.53723 0.549153 0.988074 4.01118 3.93442 3.49095 3.33673 3.03602 2.58637 2.20306 2.103 0.908219 1.19478 0.637467 0.6202 1.96699 1.53805 0.198145 1.3399 0.61666 0.445396
internal_count=2900 1426 191 1474 1235 781 454 435 427 125 47 78 730 716 692 662 654 624 608 506 246 260 61 167 302 253 158 95 51 44
is_linear=0
shrinkage=0.1


Tree=352
num_leaves=31
num_cat=0
split_feature=2 4 2 4 0 3 2 2 0 1 2 4 2 1 2 0 1 1 2 4 4 2 2 1 0 2 4 0 3 3
split_gain=0.0199263 0.0469886 0.0317387 0.105605 0.0705249 0.0840844 0.0438103 0.0725828 0.0616615 0.0527653 0.0401009 0.214435 0.0747986 0.0831551 0.0898381 0.103052 0.106424 0.0708931 0.058542 0.192845 0.151936 0.0583812 0.137562 0.113956 0.151819 0.0929122 0.280152 0.1779 0.172959 0.259391
threshold=0.68694500000000025 41.43512228960001 0.25677000000000011 40.08085804200001 94.614906984850009 0.10236000000000002 0.20327000000000003 0.15675000000000003 88.232507383150008 67.203387886850024 0.11529000000000002 41.43512228960001 0.072320000000000023 55.583871847050013 0.048530000000000011 97.013011637200023 80.468240302450013 66.697957758300021 -0.0039949999999999994 41.028010303750008 39.893178577750007 -0.031989999999999998 -0.024989999999999998 62.154463517850012 93.063666643600016 -0.053019999999999991 41.028010303750008 87.735142629050017 -0.072169999999999998 0.086355000000000029
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 -4 -6 7 10 -9 -8 12 -12 13 -1 18 -16 -17 -14 21 20 -20 25 -23 -24 -25 -15 28 -28 -27 -30
right_child=1 -3 3 -5 5 -7 9 8 -10 -11 11 -13 17 14 15 16 -18 -19 19 -21 -22 22 23 24 -26 26 27 -29 29 -31
leaf_value=-0.10171437432568586 0.064693044411592765 -0.014237544307156597 0.023967955748869951 -0.087443259324852626 -0.10349956938170175 0.015313294132776809 0.060043112904246056 -0.058850502735416865 -0.00042878947980492035 0.0031236511938194135 0.093720658944709559 -0.046131352767849923 0.014800527953914728 0.0010819802587722562 0.076372329014985904 -0.1024210107691897 0.04902924275778555 -0.086479177317379571 -0.041581694858898101 -0.073857783502303237 0.052725005413787565 0.041774716569190219 0.023479906058562316 -0.065214483589453059 0.019741032600328525 -0.040221279117163999 -0.11514490439103378 -0.017569845203723379 0.080574302694319019 -0.021397365927920999
leaf_weight=0.079613243516518106 0.15190669089758913 0.1497985400219477 0.41521292859397263 0.17988654587422559 0.11951592520139798 0.11874520020166557 0.2658142824730011 0.38778723307041119 0.33823948959746986 0.42051406364089416 0.24150804917741098 0.20078879317060228 0.10828469468788071 27.205190017882806 0.32396074738062175 0.081828439062519465 0.10715828281908024 0.19105216596869923 0.308456830219767 0.44312104490359161 0.38289654944355789 1.1156549571023791 0.80251484541804774 0.49235943728672282 0.36725045402431533 0.5572702949284577 0.4034567736161988 0.34803952743823174 0.49637021266244041 0.50148346400646915
leaf_count=113 21 23 25 45 62 11 18 26 29 37 16 83 13 1889 27 21 34 42 27 73 17 55 46 26 23 15 19 22 16 26
internal_value=-9.1669e-05 0.0255035 -0.000300355 -0.0195948 -0.000917652 -0.0442853 0.000144184 -0.000339831 -0.0316331 0.0251685 0.000313821 0.0302323 -7.17967e-05 0.000366162 0.000605634 0.042138 -0.0165465 -0.0498414 -3.17488e-05 -0.0223591 0.0106488 0.00075271 0.0146124 -0.00361952 -0.028919 -0.000551826 -0.0198216 -0.0699551 0.00440488 0.0293272
internal_weight=37.3057 0.301705 37.004 0.833361 0.653474 0.238261 36.1706 35.4843 0.726027 0.686328 34.7583 0.442297 34.316 34.0166 33.937 0.512947 0.188987 0.299337 33.4241 1.13447 0.691353 32.2896 2.77778 1.66212 0.85961 29.5118 2.30662 0.751496 1.55512 0.997854
internal_count=2900 44 2856 143 98 73 2713 2658 55 55 2603 99 2504 2449 2336 82 55 55 2254 117 44 2137 150 95 49 1987 98 41 57 42
is_linear=0
shrinkage=0.1


Tree=353
num_leaves=31
num_cat=0
split_feature=3 3 4 4 2 3 3 3 2 3 2 0 1 2 2 2 2 0 0 1 4 4 4 1 1 1 3 3 0 4
split_gain=0.0204005 0.109093 0.173959 0.197497 0.121403 0.0966151 0.089939 0.0676647 0.125387 0.142773 0.114787 0.107761 0.0872688 0.0782765 0.0680457 0.0670734 0.116627 0.0931092 0.129425 0.0854763 0.0716609 0.142041 0.0605735 0.0734141 0.074749 0.0584609 0.116252 0.058427 0.0548449 0.0522446
threshold=-0.098985000000000004 1.0000000180025095e-35 38.386256906100009 37.511241581900002 0.010100000000000003 0.072890000000000024 -0.085699999999999998 -0.23472499999999999 -0.036264999999999999 -0.11050499999999999 -0.072569999999999982 71.249517373150013 61.944763783650011 0.26077000000000011 -0.23280999999999999 -0.18126999999999999 -0.091779999999999987 86.162394622750014 93.063666643600016 73.365333921800001 39.995120105550008 37.797539186950011 42.801286935650005 56.229101798300007 64.84561010645001 61.998532946250002 -0.072169999999999998 -0.115385 86.420486603250012 35.97706729810001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 -2 -3 -4 11 10 13 22 -1 14 -10 -13 19 -17 -18 -19 28 21 -20 27 -24 -25 -8 -27 -9 -14 -30
right_child=1 5 6 -5 -6 -7 25 8 9 -11 -12 12 15 -15 -16 16 17 18 20 -21 -22 -23 23 24 -26 26 -28 -29 29 -31
leaf_value=-0.10366646302615035 -0.10707099266148808 0.040057558626973681 -0.10667941776679345 0.091893282016003247 0.015918916679975366 -0.00047732272830012352 0.0033081501915851654 0.016234936687581431 -0.026781293428889089 -0.090130680154743723 0.09428397946984049 -0.0021912329190081682 0.033600791375800174 0.055208405325268189 0.060123581844357156 -0.086098253818809117 -0.05617950588853398 0.054647862235743333 -0.086559943860003888 0.064983417880236441 -0.10255039204999253 0.089706859208572881 0.071369421399760949 -0.10367008469192363 -0.00032143465533655092 -0.0063612125913159239 -0.10601444677141231 0.07290996266514245 0.0074585039444044245 -0.10206511665710512
leaf_weight=0.10618219410628205 0.12825222858538043 0.59965286931231077 0.23587484750214571 0.21652540974173462 0.21447271240265309 30.294349885780484 0.25194658197733588 0.43697394275295665 0.24272659293831111 0.19078698643806902 0.26922335475683223 0.3507252473373228 0.12333377265144951 0.2238118728309928 0.35021092338865889 0.25498289314919054 0.29216356323013215 0.33376623970252695 0.092025384728003701 0.21584012658331631 0.10530081254546531 0.090848250700219069 0.097472198989635217 0.09320277060578519 0.28091523652892647 0.23298485254508705 0.23527593287371928 0.31161474302280112 0.078472223423887044 0.097878352083171194
leaf_count=65 35 36 52 10 17 2057 27 43 56 13 7 36 13 25 24 42 18 18 34 39 30 10 17 8 55 18 28 24 6 37
internal_value=-8.77225e-05 -0.000975474 -0.0271722 0.0171288 -0.0301055 0.00030946 -0.0530856 0.00611508 0.0191274 -0.0172517 0.0351828 -0.00509561 -0.000708156 0.0125515 0.0289433 -0.0130456 -0.0262959 -0.00961448 0.01226 0.017003 -0.0368341 0.00100615 0.0221426 -0.00592909 -0.0260683 -0.0355332 -0.0564316 0.039827 -0.0175537 -0.0533295
internal_weight=37.0478 32.4093 1.51533 0.55925 0.342725 30.894 0.956082 4.63846 2.14673 0.657325 1.4894 2.49173 2.38555 0.466538 0.700936 1.68461 1.16909 0.914104 0.621941 0.515524 0.288174 0.182874 1.22018 0.47159 0.374118 0.720207 0.468261 0.748589 0.299684 0.176351
internal_count=2900 2280 187 62 52 2093 125 620 248 94 154 372 307 81 60 247 152 110 92 95 74 44 147 80 63 73 46 67 56 43
is_linear=0
shrinkage=0.1


Tree=354
num_leaves=31
num_cat=0
split_feature=3 3 3 2 4 4 1 1 2 3 3 2 1 2 0 4 2 1 2 4 1 1 3 0 0 3 0 0 4 4
split_gain=0.020899 0.168642 0.118483 0.162635 0.0968826 0.275008 0.195992 0.223423 0.199331 0.199095 0.186285 0.333825 0.228466 0.176633 0.132181 0.12971 0.146621 0.324354 0.199883 0.211537 0.160682 0.123552 0.268038 0.163482 0.114626 0.111146 0.106467 0.228047 0.10266 0.0784515
threshold=0.093295000000000031 0.093480000000000021 0.092290000000000025 -0.099224999999999994 41.24714903835001 41.134354310300004 72.953999827850012 80.677940036650014 0.11529000000000002 0.10236000000000002 0.10661000000000002 -0.072569999999999982 62.084563606450011 -0.11911999999999999 89.738043936200015 41.395309858300003 -0.083794999999999994 62.106071271500007 -0.08725999999999999 41.621607100200002 62.00390986255001 62.245871094250013 0.12424000000000003 90.337570099350003 85.939252597950016 0.095845000000000027 97.32487278035002 85.807518149550006 40.337496327150006 40.305698932850007
decision_type=2 2 2 2 2 2 2 2 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 29 -4 5 6 9 8 -8 14 -11 13 -13 -12 24 -6 18 20 19 -17 -18 -19 23 -23 -3 -16 27 -21 -9 -1
right_child=1 4 3 -5 15 -7 7 28 -10 10 11 12 -14 -15 25 16 17 21 -20 26 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0096727751887682109 0.066880900606356639 0.02413708884885276 0.014015480956647628 -0.089632484416928351 -0.058590930714421285 0.093890400416139802 -0.096977927785719578 0.043614190576019257 0.025123712046568387 -0.037517137428581301 0.0081870687898422945 0.091474007657111236 0.0078084510655766692 -0.072873106764064818 0.047888367812994832 0.068159507610604714 -0.031518738071538231 0.058563446082768325 0.062931158153111191 0.012627303407107701 -0.10963946527261281 -0.087844458775611964 0.074087824975893432 0.011487902967448681 0.083319354581879473 -0.018738293276056694 0.021310043463401419 -0.098327366112423958 -0.073183839405855766 0.0030490407923848377
leaf_weight=6.861114832113052 0.40248022040395781 0.62418419032746741 0.2656186894598207 0.35202150961367706 0.48895792430266727 0.35770607527774689 0.55330852728729929 0.38204798006796636 0.1763011413086133 1.1055764957418435 0.58540389891277189 0.59966396365780494 0.71618992267758586 0.49707121327276127 0.41344633545668308 0.30439382868007658 0.72538294709374918 0.40745028841774888 0.62104503129376087 0.34377526546995774 0.41330747718347993 0.35837269696094154 0.28404608743585413 0.30815676227098265 0.68797301384620368 0.63481884820794221 0.32659881776532984 0.40168065258330898 0.093713398780892021 16.515304987743349
leaf_count=677 11 26 21 35 17 14 84 91 18 35 24 19 25 36 17 13 33 12 12 28 31 17 22 44 20 35 38 38 20 1387
internal_value=-8.58276e-05 0.00317496 -0.00182712 -0.0450583 0.00110895 0.00834599 0.00401769 -0.0327077 -0.0674736 0.0115663 -0.00355673 0.0120983 0.0459367 -0.0290357 0.0340157 -0.00967786 -0.00435625 -0.0205121 0.0158374 -0.00541108 -0.059874 0.0124924 -0.00725521 -0.0419201 0.0551668 0.00753993 -0.0263003 -0.0471594 0.0206078 -0.000684886
internal_weight=36.8071 12.8131 23.9941 0.61764 12.4106 7.42741 7.0697 1.20537 0.72961 5.86433 3.50391 2.39833 1.31585 1.08248 2.36042 4.98317 4.49421 2.49672 1.99749 1.37645 1.13869 1.35803 0.950576 0.666529 1.31216 1.04827 1.07205 0.745456 0.475761 23.3764
internal_count=2900 780 2120 56 769 464 450 213 102 237 139 104 44 60 98 305 288 159 129 117 64 95 83 61 46 52 104 66 111 2064
is_linear=0
shrinkage=0.1


Tree=355
num_leaves=31
num_cat=0
split_feature=3 3 4 3 3 4 1 4 3 2 1 4 4 3 3 4 3 4 3 1 3 4 3 0 3 2 0 0 2 2
split_gain=0.0200243 0.0350943 0.107769 0.05119 0.0436525 0.0956787 0.146583 0.120081 0.107807 0.149499 0.197891 0.138634 0.0711203 0.0613324 0.0430721 0.111453 0.061195 0.147456 0.0799578 0.0607865 0.141693 0.0639263 0.0487412 0.115986 0.0812072 0.0980537 0.13883 0.0640493 0.0436355 0.137342
threshold=-0.54481999999999997 -0.25765499999999997 39.530201452500002 -0.27223499999999995 -0.15684499999999998 40.305698932850007 75.403185184700007 40.878805547300004 -0.23472499999999999 -0.16717499999999999 62.057679025150001 47.137898133050008 42.564639561200003 -0.12530999999999998 -0.10778500000000001 39.945535567850008 -1.0000000180025095e-35 42.599563320500003 0.072890000000000024 61.998532946250002 -0.064204999999999998 38.938637541200009 0.076825000000000018 90.603727454250006 0.077895000000000006 -0.053019999999999991 90.259604813550013 95.897301513100004 -0.103615 -0.101965
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -3 -7 9 11 -11 -9 -10 -6 15 -15 17 19 -18 -16 21 -21 23 -20 25 26 -24 -25 -26 -30
right_child=1 4 -4 -5 13 7 -8 8 12 10 -12 -13 -14 14 16 -17 18 -19 22 20 -22 -23 24 27 28 -27 -28 -29 29 -31
leaf_value=0.027270237797937049 -0.0048330020543076264 -0.085318915419555358 -0.061107264922083043 0.084219749890234952 -0.045982316981018588 0.081569542458369823 0.042975917621229903 0.083602924686878105 0.08182934715014252 0.021243773559294174 -0.10656129257007617 -0.018158977688495347 0.017874812055859265 0.074946912520804751 0.031526665165250316 -0.028767654974491266 0.036701733723103307 -0.10260336052350737 -0.10585257860414765 -0.024662890467036985 -0.082215632866784238 0.025638520896933512 0.10075782656174048 0.10130770973229662 0.0058627953114303751 0.097997996092324444 -0.10173354310583552 -0.023738408752049411 -0.063232604782325563 -0.0018410386273582048
leaf_weight=0.26574531989751804 0.25897493193429 0.22173986146844926 0.35526873781554968 0.08597927154437357 0.29772570812303811 0.28575386200100217 0.14883020023057725 0.24008888983371468 0.26742978961192365 0.21937796262136533 0.27058116745502048 0.30261430069549533 0.49707229616251425 0.24587129840210664 0.30096729595163196 0.17907669960914063 0.59001218956723889 0.18794374679566761 0.14539300859906035 0.54079346599723954 0.27388232786270794 0.47417891524310107 0.05990020465105772 0.056736061958872597 7.7248639135883108 0.18293663193509502 0.077881059487637572 0.14732338549193003 0.37080758392024904 21.113367197813467
leaf_count=60 52 30 90 26 55 13 40 24 16 12 33 23 58 24 41 31 36 80 5 36 39 24 3 8 616 12 57 59 19 1278
internal_value=-7.95634e-05 -0.000280765 -0.02245 0.0173633 0.000157462 0.0130259 -0.0337925 0.0213553 0.0117811 -0.00929258 -0.0493369 0.0268599 0.0402467 -0.000800163 -0.000388437 0.0312407 -0.000805243 -0.0188399 0.000247009 -0.0089376 -0.0183866 -0.00116287 -0.000472847 -0.0376007 -3.34793e-05 0.0500119 -0.0137007 0.011029 -0.000582982 -0.00290063
internal_weight=36.3891 36.1234 0.700223 0.344954 35.4231 2.45349 0.37057 2.08292 1.79716 1.03266 0.489959 0.542703 0.764502 32.9697 32.6719 0.424948 32.247 1.77777 30.4692 1.58982 1.28885 1.01497 29.8792 0.349452 29.5298 0.320718 0.137781 0.204059 29.209 21.4842
internal_count=2900 2840 168 78 2672 249 70 179 166 92 45 47 74 2423 2368 55 2313 220 2093 140 99 60 2057 72 1985 72 60 67 1913 1297
is_linear=0
shrinkage=0.1


Tree=356
num_leaves=31
num_cat=0
split_feature=0 2 0 1 2 2 2 2 0 1 2 2 0 0 0 1 1 2 2 1 3 3 3 3 4 4 2 2 2 2
split_gain=0.0186611 0.0898096 0.0898037 0.0663507 0.125409 0.133725 0.154337 0.130843 0.112939 0.104048 0.103311 0.102992 0.0637566 0.100543 0.0556033 0.0795117 0.0709283 0.241336 0.052005 0.0479138 0.0433898 0.292492 0.146649 0.151423 0.124882 0.203797 0.210978 0.302063 0.22871 0.191412
threshold=97.835679825150024 -0.61225999999999992 97.550703263350016 78.220689305400015 -0.59681499999999998 -0.08756499999999999 -0.094344999999999998 -0.13820499999999999 98.615332683000005 72.953999827850012 0.20327000000000003 -0.59681499999999998 99.515966156650009 100.37896121655002 101.15323715815002 78.433077497700012 80.468240302450013 -0.078219999999999998 -0.5169149999999999 90.988176966900014 0.090390000000000012 0.089475000000000013 0.090865000000000015 0.091385000000000022 42.37975859965001 42.541806567400009 -0.083794999999999994 -0.08725999999999999 -0.012769999999999998 -0.23455499999999999
decision_type=2 2 2 2 2 2 2 2 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 20 4 -3 6 7 8 -6 -7 -11 -5 -13 -14 -15 -16 17 -17 -10 -18 21 -1 -22 -24 -25 -26 27 29 -28 -27
right_child=1 3 -4 11 5 9 -8 -9 18 10 -12 12 13 14 15 16 19 -19 -20 -21 22 -23 23 24 25 26 28 -29 -30 -31
leaf_value=-0.0012395684220140577 -0.10235135327972528 -0.10994023630364341 0.036686927067519429 0.075803058429972953 0.055102797984907852 0.041697315544960041 0.090866739453708642 -0.10572498861252576 0.01574271514952261 -0.086876638450115451 0.0097965473958031291 -0.054876249258700188 0.045410373046583213 -0.044359864835309543 0.072684237218414605 -0.09351025223511078 0.01152771965332075 0.035575341790916364 -0.1015184434338128 -0.048443778992634128 0.040275856585928312 -0.085464303230975314 -0.049453297648172329 0.0084277392825856546 -0.082313161203956708 0.058165015651938247 -0.076459219752807978 0.096363101475373442 0.034578473268274797 -0.060543605885446217
leaf_weight=16.06317299044504 0.094160227284525777 0.14393564376223356 0.68437056476250191 0.18749459915557043 0.26181803033159656 0.11812487474162381 0.2067527788458392 0.11435051961962017 0.064988454934791551 0.41986590932265244 0.15004996849529562 0.20155023320876431 0.47842857526848126 0.3071215614568249 0.14469648321392048 0.31360447791485058 1.5777248631622063 0.26912214956200875 0.090475294694215447 0.14550687747124857 1.0419094010358083 0.42318232184811577 0.56291208478432864 9.8669848522608259 0.40140160584996865 0.21377404975100944 0.56823802318831451 0.38930292986333381 0.27540578644197877 0.37255559610821365
leaf_count=1119 33 9 33 27 20 18 9 17 10 67 17 14 22 31 8 58 363 23 47 304 26 35 24 417 22 17 41 5 27 37
internal_value=-7.41883e-05 -0.005562 0.00086639 -0.00380788 -0.020978 -0.0120011 0.017555 -0.0109561 0.0150141 -0.0437199 -0.0614241 0.00362976 -0.000306558 0.00309203 -0.0042495 0.00077722 -0.00373487 -0.0338943 -0.0524998 0.00646382 5.40815e-05 -0.0034015 0.00421476 0.00124474 0.00360571 -0.0178197 -0.00358998 0.0280769 -0.0402112 -0.0172628
internal_weight=36.153 5.28977 30.8632 5.19561 1.57036 1.42643 0.738385 0.531632 0.417282 0.688041 0.569916 3.62525 3.43776 3.2362 2.75778 2.45065 2.30596 0.582727 0.155464 1.72323 30.1788 16.4864 13.6925 12.6506 12.0877 2.22068 1.81928 0.975633 0.843644 0.58633
internal_count=2900 1097 1803 1064 214 205 103 94 77 102 84 850 823 809 787 756 748 81 57 667 1770 1154 616 590 566 149 127 59 68 54
is_linear=0
shrinkage=0.1


Tree=357
num_leaves=31
num_cat=0
split_feature=4 4 4 2 3 3 4 4 3 3 3 3 0 0 0 2 2 4 4 2 1 2 1 1 0 4 2 0 0 0
split_gain=0.0200986 0.113043 0.0821195 0.119358 0.0492875 0.156155 0.187671 0.107249 0.158453 0.151453 0.144312 0.0997335 0.132138 0.137799 0.10284 0.0802531 0.0637177 0.043545 0.0648253 0.231347 0.068251 0.0414203 0.0474039 0.0358557 0.11799 0.0771153 0.0760395 0.0618468 0.0657627 0.0744033
threshold=43.19689381845 43.245737185650007 43.104429861650011 -0.079824999999999993 0.086945000000000022 0.083795000000000022 43.968221017800005 43.673409002000007 0.083415000000000031 0.082325000000000023 0.081550000000000025 0.10273500000000002 91.410264893400026 97.32487278035002 100.67200315280002 -0.10098 -0.092864999999999989 43.022303514600004 42.773538294100007 -0.081169999999999992 62.175971182900007 -0.23871499999999998 74.292851976800009 63.565904036300005 71.340924949550015 44.215931556700006 -0.23378499999999999 85.737618238150006 95.429509798400019 91.625341543800019
decision_type=2 2 2 2 2 2 2 2 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 5 7 -7 16 9 10 21 12 -6 -14 -15 -8 -3 18 -1 20 -20 22 -9 24 -23 -25 -26 -27 29 -29
right_child=1 4 3 -5 11 6 15 8 -10 -11 -12 -13 13 14 -16 -17 -18 -19 19 -21 -22 23 -24 25 26 27 -28 28 -30 -31
leaf_value=-0.00011776612308067987 0.068996182685957461 0.083317140303515391 -0.10544650986666289 0.0084382640171363228 0.064345203136242507 -0.087379283726933585 0.071760709954055341 -0.10280801376310485 -0.10950408357084121 0.051389856436514385 -0.10951163534408237 -0.042470291441416064 -0.064708044056133104 0.096717662262918946 -0.018471693956455627 -0.038201754912309205 0.0025734605102949097 0.028844397077831114 -0.028014384144265367 -0.09820470153078116 0.03122467735023304 0.014598465574213033 0.033623571795526545 0.070596946101280755 -0.0068927430630441391 0.072696823219621856 -0.10064078318431582 0.0066241345717437498 0.0084601986508500236 -0.10310171797558013
leaf_weight=27.914986095301526 0.26556327808793767 0.26091783847596162 0.1826781459715221 0.18545369737444062 0.57875469465028551 0.42804710082691588 0.13980325456759601 0.079490798411371855 0.12874524246035424 0.54895311366635713 0.12908037987290288 0.21969152584256324 0.22258315339604451 0.15313877002336085 0.15693366115681329 0.1263568142590259 0.15626713052734009 0.49548871695560492 0.3602515024067543 0.30911568640408293 0.42267831179763959 0.57032384753756638 0.037473075026014158 0.19317381686050783 0.15531560425006319 0.11407113424502302 0.19532929199613136 0.11963225341605699 0.85769543536821402 0.12783133225138954
leaf_count=1921 11 25 27 17 33 29 11 90 10 25 10 31 35 6 36 37 30 33 22 38 28 38 17 16 13 4 33 11 210 53
internal_value=-7.80585e-05 0.00522144 -0.00113637 -0.0480748 0.00224997 -0.0028832 -0.0463797 0.00533485 -0.000779592 0.00369487 -0.00645561 0.0190964 0.0312662 -0.00467568 0.0384181 0.0195571 0.0530726 -0.000550672 -0.00105279 -0.0249539 0.00396686 -0.00102676 -0.0590978 0.00188414 -0.0134671 0.011894 -0.0591158 0.0025932 -0.00464268 -0.0500565
internal_weight=35.8358 5.96517 29.8707 0.368132 5.69961 4.36851 0.694207 3.6743 3.25712 3.12837 2.57942 1.3311 1.11141 0.532656 0.310072 0.26616 0.417185 29.5025 29.007 1.09205 0.78293 2.45034 0.116964 2.33337 0.920969 1.4124 0.350645 1.21923 1.10516 0.247464
internal_count=2900 814 2086 44 803 662 77 585 530 520 495 141 110 77 42 48 55 2042 2009 88 50 485 107 378 84 294 46 278 274 64
is_linear=0
shrinkage=0.1


Tree=358
num_leaves=31
num_cat=0
split_feature=1 1 0 3 2 4 0 0 4 1 4 0 1 0 3 4 2 2 4 3 0 0 4 4 2 3 0 0 2 4
split_gain=0.0193949 0.132907 0.0976444 0.119424 0.100962 0.0681459 0.154092 0.218106 0.114239 0.130529 0.126935 0.108933 0.118133 0.131367 0.106175 0.101132 0.176622 0.145202 0.127347 0.110695 0.102317 0.180248 0.092422 0.0906395 0.0975731 0.104444 0.0656993 0.123546 0.192402 0.0841567
threshold=70.96454081135002 70.865067860500019 95.141844778450022 -0.089509999999999992 -0.15605499999999997 40.823855932350007 96.249489528150022 96.811377277450006 41.21013581150001 76.220476456350013 41.590548329450009 100.13162306855001 80.468240302450013 101.99741301110002 0.089335000000000012 39.211875820650008 -0.030985000000000002 -0.074434999999999987 38.938637541200009 0.090720000000000023 97.013011637200023 97.152811460000024 42.297164883650005 42.487106141350004 -0.22573999999999997 0.085345000000000018 94.047642319350018 94.776214472700005 -0.11420499999999999 40.496232821400007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 26 3 -2 -5 6 -4 -8 9 -7 -10 23 22 -14 -11 18 17 19 20 -17 -9 -22 -13 -12 -25 -26 -1 28 -28 -29
right_child=2 -3 5 4 -6 8 7 15 10 14 11 12 13 -15 -16 16 -18 -19 -20 -21 21 -23 -24 24 25 -27 27 29 -30 -31
leaf_value=0.0014539215309172548 0.0042516791856050274 0.057813152699452419 -0.10318675504505853 0.011595817010105647 -0.10573633657099098 0.088213921503668524 0.073853097936324399 -0.10774616983738883 -0.051617957092679891 -0.036400571668384368 0.057929122690193124 -0.0012377469997462704 -0.10262883822770107 0.014202841017177418 0.050721300897119043 0.0015635681404198084 0.020017516501321532 -0.10728987837591325 0.062371607255735331 -0.08673376306370327 0.097660672353077557 -0.020105921180684848 -0.08752582732948927 0.063252161841472476 0.017848214017137261 -0.058940157310067888 0.04652716547726455 0.035500762060074818 -0.10391366570428671 -0.032314539104969051
leaf_weight=25.250358992768021 0.34076394456496928 0.40915314110316003 0.17541967770375633 0.097530222564728319 0.29564460729966313 0.33546261070296157 0.30236180109204758 0.10120499071490519 0.43544294387834304 0.26631686848605796 0.54839616382378187 0.21265060186851759 0.10447611390372902 1.2211329707599956 0.29464929634150394 0.4207594174058612 0.42138393355975257 0.36632447549982305 0.29146946793879625 0.21429288203304253 0.15312740045919759 0.85918714328693113 0.29818944691851357 0.2384228425034961 0.48844332671069413 0.27791209955466911 0.115077266265871 0.37504352635005489 0.32538486461248683 0.35735364667925751
leaf_count=1317 44 12 29 18 107 10 12 7 42 23 39 16 11 327 20 47 56 17 30 43 5 366 79 21 41 27 18 16 53 47
internal_value=-7.88203e-05 0.00125503 -0.00416402 -0.0390777 -0.0766311 -0.000971746 -0.0119836 -0.00687237 0.00673771 0.0388691 -0.000792493 0.00573672 -0.0107497 0.00499491 0.00936047 -0.0155041 -0.034297 -0.0571528 0.00352654 -0.0282316 -0.0118765 -0.002292 -0.0516061 0.02523 0.00738314 -0.00999842 0.000379247 -0.0227573 -0.0646088 0.0024121
internal_weight=35.5933 26.8324 8.76097 0.733939 0.393175 8.02703 3.30553 3.13011 4.7215 0.896429 3.82507 3.38962 1.83645 1.32561 0.560966 2.82775 1.42276 1.00138 1.40499 0.635052 1.11352 1.01231 0.51084 1.55317 1.00478 0.766355 26.4232 1.17286 0.440462 0.732397
internal_count=2900 1463 1437 169 125 1268 612 583 656 53 603 561 433 338 43 571 163 107 408 90 378 371 95 128 89 68 1451 134 71 63
is_linear=0
shrinkage=0.1


Tree=359
num_leaves=31
num_cat=0
split_feature=0 0 0 4 4 0 3 3 3 3 4 4 3 1 0 4 4 2 4 2 2 0 0 2 2 1 4 0 2 1
split_gain=0.020312 0.0770415 0.0583828 0.164372 0.0659078 0.0535155 0.0528679 0.0928305 0.148748 0.0953462 0.0787038 0.152 0.133221 0.0900216 0.104307 0.0993303 0.0651736 0.0829974 0.0853011 0.078168 0.144357 0.0586428 0.0469272 0.0646499 0.166505 0.154222 0.197976 0.201154 0.304873 0.188699
threshold=85.716110573100011 85.807518149550006 86.001087134900004 40.532725462000009 42.622319549950006 85.694602908050015 0.11467000000000002 0.10045500000000003 0.093480000000000021 0.092095000000000024 42.508878681700004 42.773538294100007 -0.25276999999999999 57.960468834350003 78.626646483100004 37.797539186950011 43.968221017800005 -0.088099999999999998 48.680511450650009 -0.083135000000000001 -0.082885 85.253695774650012 86.103248543850015 -0.068524999999999989 -0.077279999999999988 63.910026677050006 42.297164883650005 87.29692395375001 -0.048664999999999993 65.461267018300006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 6 7 8 9 10 12 -12 -1 14 -14 21 19 18 -18 -13 -21 -15 -4 24 -24 26 27 28 -25 -27
right_child=1 2 22 4 -6 -7 -8 -9 -10 -11 11 16 13 15 -16 -17 17 -19 -20 20 -22 -23 23 25 -26 29 -28 -29 -30 -31
leaf_value=0.046273645143687515 0.022516191980480497 0.005577931644253689 0.021012832557005073 -0.10422798759019425 -0.029170976799450739 -0.049523784712259322 -0.05155364090554293 0.02718466232241103 -0.061242882603398635 0.066143197458405925 0.077768694698313767 -0.10373916534808514 -0.046489478868009554 -0.042359050516743789 0.10072759650749892 -0.082717472961240643 -0.057032685863463564 0.06696808747589976 0.012454750654290012 0.10257289203266362 -0.10623272733636098 0.1008892523474704 -0.00041208222751519053 0.069891402593320245 -0.032153646642969769 -0.073022207877572701 -0.016259873148560196 0.086778796863595603 -0.0087019777325814344 0.0010155078218170319
leaf_weight=0.19949300603150277 1.5580888685071865 0.83724458940560242 1.0888106720522071 0.24490470382261265 0.22399390676582698 0.26900356027181249 0.21833634319864348 0.90967806800472306 0.46611153974845354 0.20084994826129321 0.26448871095362836 0.1329563556400899 0.11773383240620228 0.065914627950974136 0.081405356526374817 0.50592348017289623 0.24511670182096179 0.18368536270622793 0.63257027306826785 0.070634931325912476 0.062323034083021756 0.050452886149287224 15.201389646606637 0.80379534140229303 1.854181803366912 0.36689509463030834 0.96818051516311232 0.61358765268232662 1.2788277311483365 5.5751359257902262
leaf_count=64 41 26 25 31 18 12 30 39 37 12 20 49 46 45 4 62 57 20 36 1 44 2 1279 19 78 22 36 35 40 670
internal_value=-8.47228e-05 0.000852928 -0.000308698 -0.0209701 -0.0683731 -0.00622288 -0.0035802 -0.00107996 -0.00891971 -0.000251493 -0.00535555 0.00854426 -0.0270275 -0.0448294 0.0136908 -0.0635565 -0.00525011 0.0058414 -0.00695141 -0.0495208 0.00469685 0.0197484 0.000663769 -0.000167237 -0.00386284 0.00639406 0.0225287 0.0364573 0.0216314 -0.00355601
internal_weight=35.2917 30.615 29.0569 1.30614 0.468899 4.67668 4.40767 4.18934 3.27966 2.81355 2.6127 1.59178 1.02092 0.82143 0.199139 0.622291 1.32729 1.06137 0.877687 0.265914 0.132958 0.116368 27.7508 26.662 17.0556 9.60642 3.66439 2.69621 2.08262 5.94203
internal_count=2900 2320 2279 75 49 580 568 538 499 462 450 227 223 159 50 109 207 113 93 94 45 47 2204 2179 1357 822 130 94 59 692
is_linear=0
shrinkage=0.1


Tree=360
num_leaves=31
num_cat=0
split_feature=4 4 1 4 3 4 3 4 3 2 4 3 3 1 1 1 2 3 4 0 3 2 1 0 1 1 1 2 4 2
split_gain=0.0200419 0.092753 0.0533127 0.0361976 0.0855692 0.0346426 0.0523755 0.0321774 0.0689418 0.0557679 0.0314879 0.0368193 0.0718706 0.0826509 0.180426 0.161183 0.140538 0.0900546 0.154165 0.138064 0.0570624 0.159322 0.0569018 0.0635396 0.0577288 0.0562879 0.0732192 0.0551709 0.105965 0.0607829
threshold=49.275256100300005 49.49736495185001 90.740838818900016 49.700765821350011 -0.22125500000000001 48.852845034800005 -1.0000000180025095e-35 50.264779514000004 0.074640000000000026 -0.16030499999999998 48.461603274950008 -0.093074999999999991 -0.22831499999999999 61.998532946250002 64.321360770950022 68.214248143850014 -0.23155499999999998 -0.21013499999999999 40.08085804200001 105.70748523110002 -0.072169999999999998 -0.076709999999999987 61.944763783650011 86.135510041400025 58.549241164900003 61.998532946250002 62.020040611300011 -0.18126999999999999 40.878805547300004 -0.23871499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 10 -7 -6 -9 -10 11 12 22 16 -15 -16 -14 -17 -19 -20 21 -13 23 24 -1 -24 -27 29 -29 -28
right_child=1 2 -4 4 7 6 -8 8 9 -11 -12 20 13 14 15 17 -18 18 19 -21 -22 -23 25 -25 -26 26 27 28 -30 -31
leaf_value=0.045811506958459092 -0.10396698305422002 0.07743699669220265 -0.1007908879296887 -0.10369621739583518 0.081518100538300067 -0.0033500499104248088 0.052488985012912152 0.068963074750487241 0.035103174546787179 -0.10163504972733123 -0.035195574509612811 0.026741507095855543 0.059971069250836 0.10207095549118994 -0.056471112732479747 0.068910196181990083 -0.10400414253935053 0.048318937208063496 -0.10270818277138079 0.036379430517480597 -0.00054154170201977866 -0.085715304250510799 -0.07296291585783693 0.099566928494696172 -0.069902098505490826 0.065484387406023054 -0.040714063334077802 0.0012832777261482849 -0.072784330690815691 0.037941838456163508
leaf_weight=0.11097134924739327 0.10418993535543464 0.069753445095557254 0.046872449070633593 0.066354295617202297 0.069580802532072994 0.36056520348211052 0.31449114222777907 0.091654049072531052 0.050565999932587147 0.072722455987786816 0.25538217004577646 0.23188428202053046 0.089864080763163656 0.29111002335343972 0.25431272565037932 0.41237749038100413 0.12493380760497075 0.43418829052711783 0.17321925880605704 0.12137567279933137 29.291531345063536 0.27584322206211709 0.13977860868908454 0.10177838982781395 0.070508358368101653 0.12860872922465194 0.14186737370937408 0.46134088530732253 0.33227113737075342 0.31952996005497847
leaf_count=77 22 9 53 12 13 24 21 13 11 86 22 49 29 12 26 28 52 32 32 18 1963 31 8 5 24 5 60 82 49 32
internal_value=-7.47486e-05 -0.0186448 0.000370497 0.0116433 -0.00143632 0.000233529 0.0226639 0.0224119 0.00327819 -0.0455527 -0.000214948 5.16637e-05 0.00944887 0.0230197 0.0304602 0.0155214 -0.0354025 0.0315653 0.0104339 -0.0454029 -0.00111767 -0.0343551 -0.00483352 0.0363232 0.000854545 -0.0124861 -0.00637653 -0.0137406 -0.0297275 0.0137572
internal_weight=35.0094 0.571693 0.467503 0.420631 0.350878 34.4377 0.675056 0.284523 0.214943 0.123288 33.7627 33.5073 3.70804 1.90138 1.68658 1.39547 0.214798 1.14116 0.728783 0.294595 29.7993 0.507728 1.80665 0.283258 0.18148 1.5234 1.38362 1.25501 0.793612 0.461397
internal_count=2900 219 197 144 135 2681 45 123 110 97 2636 2614 571 229 148 136 81 110 82 50 2043 80 342 106 101 236 228 223 131 92
is_linear=0
shrinkage=0.1


Tree=361
num_leaves=31
num_cat=0
split_feature=4 4 4 3 3 4 4 3 3 3 3 1 0 2 2 2 2 4 4 2 1 2 2 4 2 4 2 2 2 4
split_gain=0.0184307 0.100722 0.0606697 0.0460523 0.130141 0.157377 0.0946056 0.140906 0.123454 0.131447 0.0841104 0.0841104 0.104955 0.0700857 0.0543703 0.0521375 0.0455989 0.0325887 0.0505742 0.205242 0.0514387 0.03449 0.320528 0.322629 0.147144 0.093026 0.52135 0.190852 0.219672 0.210744
threshold=43.19689381845 43.245737185650007 43.104429861650011 0.086945000000000022 0.083795000000000022 43.968221017800005 43.673409002000007 0.083415000000000031 0.082325000000000023 0.081550000000000025 0.096845000000000028 68.321786469100019 97.32487278035002 -0.10098 -0.092864999999999989 -0.030145000000000002 -0.055714999999999994 43.022303514600004 42.773538294100007 -0.081169999999999992 62.175971182900007 -0.079824999999999993 -0.082885 41.21013581150001 -0.077279999999999988 41.811877919650009 -0.085734999999999992 -0.08756499999999999 -0.092624999999999999 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=2 -2 17 4 6 -6 14 8 9 -8 11 -5 -13 -7 -3 -12 -4 18 21 20 -20 22 25 -24 -23 26 -1 28 29 -27
right_child=1 3 16 10 5 13 7 -9 -10 -11 15 12 -14 -15 -16 -17 -18 -19 19 -21 -22 24 23 -25 -26 27 -28 -29 -30 -31
leaf_value=0.00084004420162530214 0.066799801105623863 0.080260933535066539 -0.073938404756909146 0.062099692788870467 -0.08327746348062165 0.067317919275629523 -0.00098863873801791481 -0.10858540979252054 0.047203718829901126 -0.10865185154636628 -0.068663440705928586 -0.055137470062988428 0.041157177032999571 -0.037522793195802165 0.0032434655373867745 0.015051634401033787 -0.0010353603016498858 0.025185411000640132 -0.023946947107927011 -0.095727563906305921 0.027961294110961828 0.050821439056741996 0.0065596806619449936 -0.10856537417488632 0.0010766890214537381 0.030241088276624174 -0.10694915962938606 0.046517706818109239 -0.058441458724439226 -0.059204209531284892
leaf_weight=8.4261929272761762 0.25322789748315599 0.24316815835481975 0.19882807863086782 0.49430839503293078 0.39659915822977598 0.13377462124844897 2.3135048198945483 0.11717642546818741 0.52499463811363956 0.11924609075504111 0.1514414899103258 0.18705236786991009 0.28663214005155169 0.1218353652543982 0.14711486873875435 0.14622895093316401 0.15091602664915527 0.48271879953233465 0.35251549019449158 0.2808026379056503 0.41641431363403569 0.62262786687603089 0.43047053802349999 0.56022072167797887 13.223505576923662 1.4813814782963848 0.47396339820088051 1.2086072799829697 0.53875731764128465 0.32038520094556577
leaf_count=743 11 25 31 35 29 11 485 10 25 10 28 24 36 37 30 18 13 33 22 38 28 19 26 35 883 98 35 27 33 22
internal_value=-6.97537e-05 0.00516517 -0.00108132 0.00226579 -0.00286232 -0.0438417 0.00485068 -0.00103595 0.00322481 -0.00626596 0.0189484 0.0332438 0.00313157 0.0173461 0.0512297 -0.0275389 -0.0424804 -0.000578896 -0.00101781 -0.0225569 0.00416399 -0.000189169 -0.00379778 -0.0585418 0.00331359 0.000558642 -0.0049001 0.0142475 -0.00241627 0.0143362
internal_weight=34.8046 5.63631 29.1683 5.38308 4.11741 0.652209 3.46521 3.07492 2.95775 2.43275 1.26566 0.967993 0.473685 0.25561 0.390283 0.29767 0.349744 28.8186 28.3358 1.04973 0.76893 27.2861 13.44 0.990691 13.8461 12.4493 8.90016 3.54913 2.34052 1.80177
internal_count=2900 814 2086 803 662 77 585 530 520 495 141 95 60 48 55 46 44 2042 2009 88 50 1921 1019 61 902 958 778 180 153 120
is_linear=0
shrinkage=0.1


Tree=362
num_leaves=31
num_cat=0
split_feature=2 2 0 3 3 4 4 1 3 1 2 1 2 3 3 3 3 0 0 0 2 0 0 3 3 3 1 1 3 4
split_gain=0.0195211 0.0967554 0.0811219 0.0752622 0.104324 0.0975696 0.0756612 0.0903054 0.0746419 0.0693025 0.0452952 0.132069 0.0440117 0.239732 0.0565679 0.0784739 0.0408173 0.0390839 0.0303419 0.194631 0.283262 0.12644 0.167542 0.166296 0.219503 0.185951 0.13451 0.155317 0.12308 0.11412
threshold=-0.50001499999999999 -0.58180999999999994 91.410264893400026 0.12191500000000002 0.096085000000000018 40.08085804200001 39.852039223600009 78.285212300550015 0.092425000000000021 68.579878449600017 -0.26138499999999998 62.305017173150013 -0.24103499999999997 0.093295000000000031 -0.10778500000000001 -0.11050499999999999 0.088670000000000013 99.983757871350008 87.568458224950021 86.866770652900016 -0.078219999999999998 90.837623311600012 90.337570099350003 0.087265000000000023 0.082055000000000017 0.094625000000000029 67.649671936450019 65.727424373200009 0.10371000000000001 40.21994457600001
decision_type=2 2 2 2 2 2 2 2 2 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 -1 16 -4 11 -2 13 14 15 -12 -7 -11 19 -14 -21 22 23 24 29 -25 27 -23 -27 -20
right_child=10 2 9 -5 -6 8 -8 -9 -10 17 12 -13 18 -15 -16 -17 -18 -19 21 20 -22 26 -24 25 -26 28 -28 -29 -30 -31
leaf_value=-0.10173263246303764 0.081251177106360484 -0.10701223776079445 0.078635198194228068 -0.062320198369414798 0.043376418287545897 -0.04268111986038145 0.095496717050175151 0.059588115626936368 -0.085563923293041605 -0.10211314570037716 -0.10048815130196301 -0.017018393012797568 0.0012395719803293438 0.088105706496516473 -0.10398977481606007 0.087385902709110508 0.031409004820847755 0.014208728193384918 -0.020806720205607768 -0.079467995865871957 0.0030468471924240824 0.012406352488696168 0.05878777748824502 0.047411168521299472 -0.062331013153490912 -0.034709372135831126 0.00056061758023270467 -0.075423543794748749 0.021986424447717975 0.060596858139406878
leaf_weight=0.063539097342527162 0.25696787548803612 0.16991315833251874 0.058619569739676081 0.16585034160380008 0.52886984760880296 0.15735817945937924 0.1163255418650806 0.076453414496732819 0.20935532570001669 0.070073663125185703 0.046115670033032075 0.29235741042027996 12.854235292825864 0.12103130557841268 0.22647823733131289 0.042929041665047407 0.14097095538272697 0.049142126638841432 0.35506728757173067 0.77213860058691353 0.90206452179700025 0.3320418469957066 0.78894139961232657 1.4573838501892171 0.64969340141209386 0.66838271627966583 11.173485462710941 0.51150604107306208 0.8964580693282187 0.33441669086460024
leaf_count=19 19 31 4 18 36 39 5 37 19 21 76 41 760 10 57 2 9 28 17 27 25 17 41 31 30 18 1353 59 27 24
internal_value=-8.12004e-05 -0.0102006 -0.0576003 0.00109914 0.00923461 -0.0143996 0.0358946 -0.0136313 -0.0397919 -0.0103896 0.000478146 0.028951 -8.61644e-06 -0.0315437 -0.07744 -0.00991283 -0.00767094 -0.0541639 0.000425725 -0.00293756 -0.0350088 0.00327201 0.016381 0.00871 -0.020624 0.0217082 -0.00234635 -0.0408515 -0.00222977 0.018676
internal_weight=34.4882 1.80647 0.347749 1.45872 1.29287 0.764003 0.256318 0.139993 0.507684 0.177835 32.6817 0.549325 32.1324 0.436554 0.315523 0.0890447 0.298329 0.119216 31.6958 14.5284 1.6742 17.1674 5.15034 4.3614 1.33918 3.02222 12.017 0.843548 1.56484 0.689484
internal_count=2900 266 84 182 164 128 61 56 67 53 2634 60 2574 145 135 78 48 49 2429 812 52 1617 188 147 71 76 1429 76 45 41
is_linear=0
shrinkage=0.1


Tree=363
num_leaves=31
num_cat=0
split_feature=4 4 0 0 3 0 3 4 3 0 4 2 1 0 3 3 2 1 2 3 4 3 2 1 1 1 1 0 2 2
split_gain=0.0184077 0.0826485 0.0384673 0.0831177 0.0583311 0.0548247 0.037303 0.0313376 0.0501131 0.0436168 0.0424877 0.0814767 0.0430427 0.065875 0.0280289 0.060289 0.062449 0.0783625 0.064241 0.0911889 0.127792 0.0502906 0.138773 0.0486022 0.0488538 0.0715128 0.0483291 0.104224 0.0562848 0.0554798
threshold=49.275256100300005 49.49736495185001 71.249517373150013 85.57362229215002 0.079095000000000013 110.50907145210002 0.079785000000000009 48.680511450650009 0.076080000000000023 75.994645973400011 41.24714903835001 -0.23361999999999997 55.895732990150002 67.04476885710001 -0.093074999999999991 -0.22831499999999999 -0.042409999999999996 68.214248143850014 -0.21094499999999999 -0.22253999999999999 39.420767558750008 -0.072169999999999998 -0.076709999999999987 61.944763783650011 61.998532946250002 62.020040611300011 73.365333921800001 97.900202820250016 -0.15895000000000001 -0.079824999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 -4 5 -5 -6 9 -9 10 -1 -12 13 -13 15 23 18 -18 19 -17 -21 22 -16 -11 -25 -26 29 -28 -29 -27
right_child=1 2 3 4 6 -7 -8 8 -10 14 11 12 -14 -15 21 16 17 -19 -20 20 -22 -23 -24 24 25 26 27 28 -30 -31
leaf_value=-0.090872503404882829 -0.1035903144191208 -0.10459565129848764 0.099744270811222002 -0.10145453445058546 0.091196258783287326 0.0049111727052867085 -0.015767844542876934 -0.0016943112740588975 0.04829607230299196 0.039822575235792461 -0.10369959293273333 0.10053665661922931 0.084342163737131118 -0.1014978652055931 0.026364357129326551 0.059847898244060116 -0.045312482230264052 0.022560318226274304 0.061921321473340243 0.06790748978626808 -0.090766598294432566 -0.00038820431400711595 -0.082377161737649696 -0.068760256725032928 0.068967684063275206 -0.051586116116408245 0.083614281760103368 0.023465683514123727 -0.072825959959248468 -0.00022770092522209496
leaf_weight=0.10102206266429803 0.094050892549417564 0.032681172247976065 0.079628824372775853 0.098380998747870763 0.064864646792557323 0.095497390129366977 0.065554006204365578 0.4727970778621956 0.34822322707623243 0.21367779850334079 0.065902585699404881 0.025799457718676422 0.073027870792429894 0.043099357054188658 0.21412388785375924 0.19210340722929686 0.25009170913835166 0.5318597238874645 0.53457974590355661 0.078793402044539107 0.14264305550614154 28.650402858637079 0.25969324436811803 0.13407678634393949 0.11779472604393948 0.42323092817150609 0.14522250735535636 0.12454444395962094 0.11842370518422773 0.41814023558981694
leaf_count=82 22 3 3 107 16 32 36 32 24 20 50 3 10 70 36 10 21 47 33 13 42 1929 25 7 4 71 19 34 70 29
internal_value=-8.01436e-05 -0.0185599 -0.000243276 0.00819975 -0.0142783 -0.0490627 0.0374315 0.000211028 0.0195083 -0.000271149 -0.0376737 -0.0118147 0.0308513 -0.0258452 8.37525e-05 0.00864067 0.0217731 0.000852545 0.039027 0.00943179 -0.0343058 -0.000922592 -0.0332355 -0.00476258 -0.0111934 -0.00546488 -0.0125957 0.016592 -0.0234673 -0.0260623
internal_weight=34.2099 0.530658 0.436607 0.403926 0.324297 0.193878 0.130419 33.6793 0.82102 32.8583 0.308851 0.207829 0.141927 0.0688988 32.5494 3.42518 1.73007 0.781951 0.94812 0.41354 0.221436 29.1242 0.473817 1.69511 1.48143 1.34736 1.22956 0.388191 0.242968 0.841371
internal_count=2900 219 197 194 191 139 52 2681 56 2625 215 133 83 73 2410 420 166 68 98 65 55 1990 61 254 234 227 223 123 104 100
is_linear=0
shrinkage=0.1


Tree=364
num_leaves=31
num_cat=0
split_feature=1 0 3 1 4 0 0 2 3 4 1 4 0 0 3 3 3 2 4 4 0 0 0 1 0 2 1 2 0 0
split_gain=0.0193471 0.116542 0.144554 0.0657512 0.0502068 0.105445 0.191089 0.077172 0.147401 0.0855184 0.123528 0.0878342 0.105139 0.146478 0.125811 0.0871796 0.179106 0.0772935 0.0703704 0.087429 0.111111 0.105567 0.0807418 0.079678 0.0875303 0.0640283 0.0867482 0.0627342 0.0585698 0.178677
threshold=71.090898343450007 95.502098167950024 -0.084259999999999988 70.865067860500019 40.823855932350007 96.249489528150022 96.811377277450006 0.68694500000000025 0.11614000000000002 39.211875820650008 76.919475570250015 38.938637541200009 97.013011637200023 97.483491810050012 0.10236000000000002 0.09117500000000002 0.087725000000000011 -0.030985000000000002 41.21013581150001 41.590548329450009 100.13162306855001 101.47316367565001 97.483491810050012 80.468240302450013 101.99741301110002 -0.21094499999999999 77.52437864960001 -0.096499999999999989 97.835679825150024 99.378854792050006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 -3 -7 8 9 11 -11 12 -8 -14 25 16 -12 -17 -6 -20 22 -22 27 24 -23 26 -15 -21 -24 -30
right_child=1 4 -4 -5 18 6 7 -9 -10 10 15 -13 13 14 -16 17 -18 -19 19 20 21 23 28 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00044309103163738678 -0.0048287393773521724 -0.10330823525353042 -0.10198986186500208 0.032642990499416907 0.033429817794401365 0.070297888750088286 -0.10758040527324715 0.060005740567180471 -0.10501572760583318 -0.069041550007763214 -0.064317972885351737 0.056666141502804884 0.08206037696439572 -0.10496657176065026 0.045124789006051859 -0.082233646861143136 0.098050072442199002 0.0060908033080670013 -0.043818773415579111 0.031782403619146644 -0.07029008979264377 0.027263234799189434 0.078737311385099026 0.010770396838676964 -0.0869374381157038 -0.085158808323374718 0.043733983379282221 -0.030144797336631137 -0.04961562867164316 0.084787559187297343
leaf_weight=25.375850736419636 0.36384887457825243 0.1180041617190003 0.26439501865107207 0.65040764746663526 0.77364787058914419 0.2892186259850863 0.095201507021557719 0.12957833717564415 0.1851835686622606 0.50039194273995213 0.10799612588766649 0.2718629868339093 0.18331982388190227 0.058762583641056576 0.20113248026236619 0.1819005136319376 0.18315562481109282 0.21760640128701425 0.40121242042585015 0.32891395100159571 0.25734600857413159 0.10284762342416787 0.35236762021668255 1.1786823680137954 0.193176013113316 0.2376935779682019 0.11803491193391835 0.32544115907512627 0.18368931088843965 0.21431702041445533
leaf_count=1451 50 18 141 23 51 12 7 18 37 34 56 28 9 17 36 28 14 15 39 19 41 10 12 329 52 205 65 36 30 17
internal_value=-7.54399e-05 -0.00437009 -0.0457188 0.00124778 -0.00085525 -0.0106086 -0.00691428 -0.0152723 -0.0191093 -0.01236 -0.0312064 0.00689128 -0.00824266 0.00359435 -0.0197712 -0.00379437 0.0378233 -0.0341244 0.00610982 0.000135798 0.00575784 -0.0111915 0.0266566 -0.000878407 -0.0472606 -0.0512621 -0.00568996 0.000983133 0.0490449 0.0227573
internal_weight=34.0452 8.01893 0.628244 26.0263 7.39068 3.07904 2.96104 2.67182 2.54224 2.35706 1.19105 1.16601 0.894145 0.798943 0.615624 0.690659 0.291152 0.399507 4.31164 3.53799 3.13678 1.73205 1.40473 1.47471 0.296024 0.414491 0.176797 0.654355 0.750374 0.398006
internal_count=2900 1426 191 1474 1235 599 581 569 551 514 147 367 339 332 323 113 70 43 636 585 546 432 114 391 62 287 82 55 59 47
is_linear=0
shrinkage=0.1


Tree=365
num_leaves=31
num_cat=0
split_feature=0 3 2 1 0 2 2 3 0 4 4 0 0 4 0 2 1 1 3 0 1 4 4 3 2 3 3 4 3 2
split_gain=0.0190057 0.0306644 0.0395845 0.0379296 0.0355793 0.0274816 0.0292145 0.0631774 0.0297778 0.024044 0.0231193 0.0225606 0.0594105 0.0538565 0.10166 0.104452 0.0629951 0.0572181 0.079594 0.0774587 0.119002 0.101921 0.0699352 0.057781 0.0568478 0.205873 0.298182 0.226398 0.171753 0.132694
threshold=113.28087178455002 -0.21013499999999999 -0.15895000000000001 93.464246905050018 122.45926784190002 0.68694500000000025 0.27148500000000009 0.094415000000000013 92.652332549650012 38.828362408050005 48.988717865950008 85.716110573100011 85.775256651950016 43.162556114600001 91.625341543800019 -0.14581999999999998 62.197478847950002 71.52105164435001 0.088005000000000014 96.249489528150022 80.468240302450013 45.90502654165001 43.509905336500005 0.076080000000000023 -0.11808 0.083290000000000017 0.088565000000000019 40.532725462000009 0.09254500000000003 -0.081474999999999992
decision_type=2 2 2 2 2 2 2 2 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 6 11 8 -8 -10 -4 -1 -13 24 15 -15 -17 18 22 21 -21 -19 -16 -23 25 -14 27 -27 -28 -26
right_child=1 3 10 4 -6 -7 7 -9 9 -11 -12 12 13 14 17 16 -18 19 -20 20 -22 23 -24 -25 29 26 28 -29 -30 -31
leaf_value=-0.0064683025586757294 0.093748642395729331 -0.10157561526613759 -0.10207415035270956 0.048611426865043592 -0.10076266931258862 0.03329770173857393 -0.10432601195338949 0.0092468574760456116 -0.075526292315853505 0.030660012161573987 0.030794349483924528 0.02644192802196434 -0.028070868498361896 -0.018866770214479404 0.0056523355142207854 0.025856807335229898 0.070369044409401477 0.075313120932576014 0.0092251395101752894 -0.06052530119133244 0.014085545958423016 -0.10339507156728273 -0.10312439630037329 0.034032642181087133 -0.016125922349101672 0.0063618320817338024 -0.062079226562062551 0.097492894598972035 0.0110782130889783 0.0019055724251390784
leaf_weight=4.3795903610200915 0.039320618415786157 0.082002247688653607 0.027558853222444668 0.047206849274017415 0.024079589792680878 0.24791399751484178 0.10549385955107382 0.22724179046645077 0.044738901205391812 0.040743879806541372 0.024953369755166932 0.90572382800746964 1.214813761681852 0.36127151839923488 0.085759831592440494 0.90711742098210313 0.4895164757905377 0.28823212449242408 0.24236700675101019 0.30760795543255859 0.7007745734990749 0.060242081056458119 0.19016492639730131 0.062164046109955962 6.0147674481156104 0.44663423478186837 0.36929139294642288 0.69964439739123918 2.4496565712569236 12.695467402747372
leaf_count=569 20 66 29 80 95 33 17 23 31 13 14 25 140 38 4 29 45 25 33 81 116 20 76 31 325 37 33 19 170 663
internal_value=-7.61651e-05 -0.0278202 0.0178763 -0.0551962 -0.00184511 0.000126616 -0.00012042 -0.0263839 -0.0687807 -0.0249144 -0.0389361 0.000213733 0.00124088 0.000413443 0.0116483 0.0290607 0.0414582 -0.00415151 -0.0325879 0.00623477 -0.00867456 0.0428468 -0.0693156 -0.0336023 -0.00132431 0.00794654 0.0189811 0.0619847 0.00149435 -0.003891
internal_weight=33.7821 0.245122 0.0918328 0.153289 0.0712864 33.5369 33.289 0.418218 0.190977 0.0854828 0.0525122 32.8708 28.4912 27.5855 3.69522 1.75791 1.39663 1.93731 0.518292 1.41902 1.00838 0.410638 0.275925 0.122406 23.8903 5.18004 3.96523 1.14628 2.81895 18.7102
internal_count=2900 304 63 241 175 2596 2563 84 61 44 43 2479 1910 1885 498 112 74 386 113 273 197 76 80 51 1387 399 259 56 203 988
is_linear=0
shrinkage=0.1


Tree=366
num_leaves=31
num_cat=0
split_feature=3 3 2 2 2 2 2 3 1 3 2 3 3 0 3 1 4 1 4 4 3 4 1 1 0 1 4 1 1 4
split_gain=0.0188749 0.0800759 0.0633723 0.108226 0.112713 0.124141 0.120616 0.117293 0.102841 0.0872926 0.0714522 0.0665304 0.0487272 0.0461127 0.0684012 0.0647346 0.0375642 0.0453826 0.062755 0.0480601 0.0387053 0.0979186 0.0394103 0.161856 0.101843 0.0589217 0.0499242 0.187139 0.160995 0.157375
threshold=-0.15684499999999998 -0.23958499999999999 -0.23361999999999997 -0.18126999999999999 -0.079824999999999993 -0.053019999999999991 -0.040019999999999993 -0.27223499999999995 73.365333921800001 -0.25276999999999999 0.033180000000000008 -0.5582649999999999 -0.12530999999999998 90.837623311600012 -0.21013499999999999 72.953999827850012 32.785955158400007 57.729261435100007 30.509590007400003 29.904643970450003 -0.10778500000000001 39.945535567850008 59.74022811670001 57.960468834350003 76.591483678350016 55.855406118200008 38.592454371550012 64.654729579150015 65.111767461350013 38.771633980050005
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -6 -7 -8 11 -5 -9 -1 -2 -3 15 -15 17 -14 19 -19 21 -18 23 24 25 -22 27 -24 -29 -28
right_child=12 13 3 4 5 6 7 10 -10 -11 -12 -13 16 14 -16 -17 20 18 -20 -21 22 -23 26 -25 -26 -27 29 28 -30 -31
leaf_value=-0.0068783611530972167 -0.043938652365523988 0.059520725748132497 0.047369770855863247 -0.01224331487192902 0.068940655958296321 -0.10764294993218382 -0.10296357613982375 0.081218372982343315 0.062020468648746378 -0.10469720598399955 -0.012653162208305894 -0.10338275972263258 0.061916593873316716 -0.001658888770514503 -0.037839737309147317 0.073758814995335792 0.079371402940527011 -0.10045651284934641 -0.10381938694245048 0.094626362587424281 -0.00018553045821762074 -0.024899696886781498 0.049842723609777137 -0.10359950750289855 0.049692590994562177 -0.10280932263535131 -0.064195353578544417 -0.076376751181675723 0.0051720386646541593 -0.00078474147548804319
leaf_weight=0.11483060028604086 0.25968385069836841 0.35676620609228749 0.4336982376839843 0.23120295413764325 0.25336181782768097 0.11338610204984423 0.0756144830062907 0.16589082652353704 0.07767437171128222 0.18292116413340398 0.15861742921174482 0.1890437438976279 0.034679369069634869 0.23316619571323827 0.17876091214566259 0.22234072459013987 0.19943436202516451 0.019619527149814076 0.12010141821633269 0.035439150976571909 0.13735491395590216 0.164220042496936 0.92158816501978691 0.18672625201293158 0.25394147246333887 0.094396948892608634 0.397906481897638 0.25954373553395305 3.5998826851192831 23.902641893178789
leaf_count=23 55 37 37 41 17 4 54 10 33 21 46 74 2 15 31 34 18 54 41 9 49 31 56 33 19 20 21 7 361 1647
internal_value=-6.44571e-05 0.00752254 -0.00401334 0.00464776 -0.0110411 0.0116611 -0.0166003 0.00919926 -0.0406667 -0.0530808 0.0353346 -0.0669149 -0.000805437 0.0307593 0.0145814 0.0351538 -0.000436102 -0.0425995 -0.0632923 0.0251108 -0.000142335 0.0322844 -0.000538656 -0.024473 0.00594746 -0.0419862 1.47498e-05 0.00935577 -0.000312061 -0.00182305
internal_weight=33.5744 2.98728 1.99624 1.61469 1.18099 0.766871 0.513509 0.400123 0.381549 0.414124 0.324508 0.303874 30.5872 0.991034 0.634268 0.455507 30.3275 0.209839 0.17516 0.0550587 30.1176 0.363654 29.754 0.67242 0.485693 0.231752 29.0816 4.78101 3.85943 24.3005
internal_count=2900 477 360 230 193 131 114 110 130 62 56 97 2423 117 80 49 2368 106 104 63 2262 49 2213 121 88 69 2092 424 368 1668
is_linear=0
shrinkage=0.1


Tree=367
num_leaves=31
num_cat=0
split_feature=4 4 1 3 2 3 1 0 3 4 2 2 3 0 1 4 0 2 4 3 3 1 3 4 2 4 0 4 0 0
split_gain=0.0175924 0.0718765 0.0443048 0.0298262 0.102428 0.101924 0.0511544 0.0486217 0.038415 0.138358 0.111062 0.111305 0.0673585 0.0401175 0.145069 0.073842 0.0523978 0.0519922 0.0383186 0.0377888 0.0326744 0.053101 0.0436659 0.112894 0.125405 0.0730526 0.0903826 0.0689037 0.114325 0.0386923
threshold=49.275256100300005 49.49736495185001 90.740838818900016 -0.15684499999999998 -0.24103499999999997 -0.23958499999999999 64.071334164850015 97.671683879200017 -0.54481999999999997 47.137898133050008 -0.18126999999999999 -0.13820499999999999 -0.25765499999999997 86.345209775600011 65.630639880500027 39.995120105550008 85.968825637350008 1.0000000180025095e-35 48.919835655300012 -0.12530999999999998 -0.10585499999999999 68.214248143850014 -0.072169999999999998 41.919251152600005 -0.076709999999999987 48.008184682100008 95.762878606550018 45.90502654165001 97.32487278035002 103.44649194340002
decision_type=2 2 2 2 2 2 2 2 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 8 -7 -8 18 10 12 -12 -10 16 -15 17 -13 -16 -6 -5 21 -21 23 24 -22 27 -27 29 -29 -24
right_child=1 2 -4 19 5 6 7 -9 9 -11 11 13 -14 14 15 -17 -18 -19 -20 20 22 -23 25 -25 -26 26 -28 28 -30 -31
leaf_value=-0.10086534225920107 -0.10320495227292657 0.0099339964844263814 -0.10068300393527736 -0.039269266559614699 -0.0057434817372722016 0.082088301839983419 0.0022686503809550475 0.06053424737620719 -0.00070339716708308232 -0.10352404159583871 -0.10478232806063635 0.013860012678485517 0.089180543312458768 0.096317134349635042 0.060601226601095695 -0.10154929940676792 -0.055890505115441573 -0.031680849928769454 0.078268552269367506 -0.0010189877555821655 0.04869583636127487 0.064654029954577322 0.00020229200041846585 -0.10203136398549469 -0.042016314418081638 0.083925714952429731 9.6186559207872883e-05 -0.10380327316530005 0.024716204174000587 -0.025804552617225286
leaf_weight=0.080217996623673904 0.083810628127166775 0.35677740146752512 0.040297917259977112 0.2516263801209665 0.10108511103101192 0.23694011793304048 0.337052510396461 0.2490452685017317 0.13987669538778391 0.13147322154327401 0.11613110198595689 0.20296971031996158 0.20639602855226291 0.16144109889864922 0.10669949470434403 0.082081195863452194 0.22945451270788908 0.14270980259402677 0.11727930419147015 0.31627368171757808 0.2545691954908591 0.20159910138204395 27.286737312156745 0.15017866383186629 0.37972515074159829 0.22929663007380341 0.29291229332648072 0.16483375829773095 0.11931930665161872 0.58432030047192896
leaf_count=91 22 144 53 51 39 17 24 32 33 18 19 36 25 9 16 32 9 34 4 39 34 24 1505 70 32 11 31 27 41 378
internal_value=-6.55273e-05 -0.0190539 -0.00129217 0.000212253 0.0104038 0.0138896 0.0428783 0.0270269 0.000158689 -0.0054784 0.00381023 -0.0125018 0.052872 -0.000920681 0.0185811 -0.0192776 -0.0231513 0.00779824 0.0393778 -0.000678028 -0.000354124 0.0245464 -0.000791818 -0.0240685 -0.00560968 -0.000155082 0.0369049 -0.000842451 -0.0498364 -0.000342945
internal_weight=33.3531 0.480886 0.397075 32.8722 2.64085 2.56064 0.823038 0.586098 1.7376 1.51923 1.38776 1.04149 0.346273 0.925356 0.492932 0.33149 0.432424 0.249409 0.218364 30.2314 29.9798 0.517873 29.4619 0.784473 0.634294 28.6774 0.522209 28.1552 0.284153 27.8711
internal_count=2900 219 197 2681 438 347 73 56 274 231 213 155 58 136 91 82 45 50 43 2243 2192 63 2129 136 66 1993 42 1951 68 1883
is_linear=0
shrinkage=0.1


Tree=368
num_leaves=31
num_cat=0
split_feature=2 4 3 4 2 3 2 2 4 4 2 4 3 1 2 2 3 2 2 3 3 3 1 4 2 3 2 2 3 0
split_gain=0.0180504 0.0967272 0.0201994 0.0857444 0.113988 0.0693611 0.032469 0.0921036 0.0589218 0.0683466 0.0937615 0.0790783 0.0750074 0.0919409 0.0746059 0.0423231 0.0798872 0.101601 0.0786023 0.130823 0.0783012 0.0773664 0.0678182 0.0512166 0.0343192 0.0530952 0.0338305 0.130853 0.137129 0.138625
threshold=-0.62958999999999998 40.580626202750004 0.21240500000000004 40.259171735100004 -0.077279999999999988 0.12746000000000005 0.15675000000000003 0.20327000000000003 33.96174662340001 38.175120519550006 0.22542000000000004 37.020641110850008 0.081550000000000025 65.036490633650018 0.26462000000000008 0.048530000000000011 0.070195000000000021 0.049235000000000008 1.0000000180025095e-35 -0.04931 0.095645000000000022 0.091975000000000015 66.697957758300021 42.467547400400008 0.098830000000000015 0.072890000000000024 -0.031989999999999998 -0.024989999999999998 0.084365000000000009 87.181320254150009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 6 15 -8 -9 11 -11 -10 14 -14 -12 18 17 -17 26 -20 -21 23 -23 -18 -25 -26 -2 -28 -29 -30
right_child=2 -3 3 4 -6 -7 7 8 9 10 12 -13 13 -15 -16 16 21 -19 19 20 -22 22 -24 24 25 -27 27 28 29 -31
leaf_value=0.03277050915426017 -3.4358231512532505e-05 -0.061756991225393493 -0.017790263214929224 0.086625777757055406 -0.00017540217048786104 -0.046311774604500811 -0.047639713160827622 -0.072236425224477971 -0.0041701130212343923 0.051484282637352101 -0.051385778050253766 0.076333901658427364 0.028986663169026677 -0.10330377662868516 0.032119335833235042 0.093997544613757061 0.083656542174712148 -0.078104573436610425 0.040635216398186513 -0.089399124648094921 -0.0047662655409753014 0.035303131664490055 -0.051519082284965836 0.049318214022663898 0.076163286586123924 -0.10108163136755383 0.040436343798497101 0.051239277296778019 0.023749422434586887 -0.041276825659805894
leaf_weight=0.19319451962314715 24.733365020074213 0.24620538135081915 0.48693269704948849 0.27246262138942257 0.34018000805372139 0.32363705017181033 0.53445547934327153 0.10313378207802859 0.2428750710269012 0.19428614704520442 0.17942546355698141 0.24520630495680962 0.071374500254023587 0.19903756449950549 0.26502438261877614 0.044726943325939628 0.31150902522063006 0.14717667360469022 0.17391231535930274 0.31947374436873488 0.16618177130902723 0.20955926800240832 0.15764841961637899 0.13557276758365333 0.026742292800918221 0.045924751077649262 1.0055428161290367 0.35251895590227889 0.50621915070041701 0.93037589172588753
leaf_count=28 1911 21 48 11 31 30 47 41 28 15 21 14 8 63 38 9 50 86 36 69 13 16 35 11 2 48 52 38 39 41
internal_value=-6.1901e-05 -0.0201953 0.000208435 0.0135325 0.038428 -0.000254831 0.000221371 -0.0119931 0.00070481 0.00608883 -0.0101163 0.0362742 -0.0268582 -0.0683861 -0.00159188 0.00107061 0.0205085 -0.0379928 0.000326639 -0.0337885 -0.0604394 0.033166 -0.0019711 0.0579907 0.0195968 -0.0358535 0.00114403 0.0115731 -0.00464908 -0.0183632
internal_weight=33.1639 0.4394 32.7245 1.09958 0.612643 31.6249 31.3013 2.03482 1.50036 1.39723 0.909148 0.488081 0.714862 0.270412 0.44445 29.2664 1.07886 0.191904 28.1876 0.659568 0.485656 0.886957 0.367208 0.519749 0.20824 0.072667 27.528 2.79466 1.78911 1.4366
internal_count=2900 49 2851 90 42 2761 2731 275 228 187 145 42 130 71 59 2456 257 95 2199 118 82 162 51 111 61 50 2081 170 118 80
is_linear=0
shrinkage=0.1


Tree=369
num_leaves=31
num_cat=0
split_feature=0 0 3 3 2 3 0 3 4 4 1 0 1 4 4 2 1 4 4 4 4 0 0 1 4 4 2 2 1 4
split_gain=0.0190414 0.112428 0.0883943 0.103201 0.114934 0.0872664 0.0772117 0.18632 0.0753319 0.290983 0.111607 0.101854 0.170961 0.0923428 0.230551 0.154971 0.085211 0.241964 0.139755 0.160245 0.137887 0.166195 0.212088 0.162138 0.113129 0.335937 0.219369 0.114633 0.0907198 0.0726215
threshold=87.568458224950021 87.735142629050017 0.12064000000000002 0.43162500000000009 -0.091399999999999995 0.11112000000000002 86.866770652900016 0.087530000000000011 40.12915366295001 39.852039223600009 62.068432857650002 85.807518149550006 61.82916008405001 41.028010303750008 41.134354310300004 -0.042409999999999996 62.041548276350007 41.532441862050007 41.792045663550006 41.919251152600005 41.902916368500009 86.388225105700016 85.656964494200011 61.987779113750001 42.207998345450008 42.541806567400009 -0.082509999999999986 -0.14739999999999998 62.00390986255001 38.512991772500008
decision_type=2 2 2 2 2 2 2 2 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 10 11 12 -1 15 -15 -10 20 -18 -19 -20 23 22 -22 -16 -21 -26 27 -27 -24 -12
right_child=1 -3 3 -5 -6 -7 7 -9 13 -11 29 -13 -14 14 16 -17 17 18 19 24 21 -23 28 -25 25 26 -28 -29 -30 -31
leaf_value=0.010002362779044673 0.05932484945454547 0.0010452660687613701 -0.011405185313295605 0.011715004807542463 -0.10257397870118963 0.038859213590836571 0.016915519576966347 -0.05181663591138827 0.00041126006430852735 -0.11045381071296256 -0.0089851799519668606 0.035696486541424752 -0.079244222702280764 -0.087240033163629702 0.0069954901528350563 0.069391348132731373 -0.091112734293074538 0.046366149614551759 -0.079779679751306509 0.04665501224463868 0.011533998550612127 0.059843605315907739 -0.076473762582590532 0.068171566616126569 -0.10990023813490019 0.027151508132423664 0.055135486716926224 -0.050621726248077092 -0.011796073724034564 -0.10658542763395103
leaf_weight=0.86502827995002085 0.33734357963476469 17.633484110710597 0.26153032961883582 0.31976457568816841 0.29341517465763978 0.53447109559829264 0.68182558627802226 0.93560451295343228 0.79288390501096728 0.28348375224595646 0.14921320430929075 0.72582593956030894 0.28547802842183501 0.28905806159309388 0.96101544915882164 0.55273141735233255 0.32071053062099997 0.53933874317408514 0.28915016836253959 0.41150816611480001 1.5592141616922965 0.38635900975896209 0.52166697869324696 0.78885794537200127 0.28981344567728218 0.28595206034879184 0.58690345054486548 0.56197053600226354 0.37116833529580617 0.15587890651659109
leaf_count=99 11 1936 24 10 31 28 30 27 35 14 35 22 25 12 49 23 12 10 11 16 233 13 30 20 19 22 36 40 18 9
internal_value=-5.62802e-05 0.00213927 -0.00268671 -0.0335351 -0.0596087 -0.000776391 -0.00233512 -0.0228427 0.000435197 -0.0151437 -0.00275776 0.00636309 -0.0121426 0.00447382 0.000472584 0.0287459 0.00369271 -0.00860134 0.000324635 -0.0099141 0.0124956 -0.00111579 -0.0107209 0.0345742 -0.000457052 -0.0116982 0.0081371 -0.0243936 -0.049586 -0.0588515
internal_weight=32.9706 17.9708 14.9998 0.87471 0.554946 14.1251 13.5906 1.61743 11.9732 2.46491 2.18142 1.87633 1.15051 9.5083 8.16269 1.34562 7.87363 3.28535 2.96464 2.4253 4.58828 2.83841 2.45205 1.74987 2.13615 1.72464 1.43483 0.847923 0.892835 0.305092
internal_count=2900 1947 953 65 55 888 860 57 803 204 190 146 124 599 541 58 529 166 154 144 363 294 281 69 133 117 98 62 48 44
is_linear=0
shrinkage=0.1


Tree=370
num_leaves=31
num_cat=0
split_feature=0 1 4 0 1 3 1 4 1 0 0 4 3 0 2 0 2 4 2 1 1 1 2 1 4 0 1 1 2 4
split_gain=0.0183978 0.167768 0.080341 0.0767264 0.136971 0.0690558 0.0477903 0.110897 0.107047 0.0592418 0.131396 0.101449 0.0951034 0.0712375 0.264169 0.0907851 0.248757 0.349155 0.525726 0.107188 0.258741 0.149108 0.0677375 0.0629076 0.162156 0.158577 0.0847971 0.0609453 0.0474008 0.0556236
threshold=85.613949164150014 61.917879202350001 43.968221017800005 85.447264760050004 61.907125369850007 -0.15684499999999998 61.917879202350001 40.380906245900007 61.923256118600001 85.807518149550006 85.968825637350008 42.102795028150005 0.095645000000000022 86.232294534150014 -0.048664999999999993 87.181320254150009 -0.065399999999999986 42.541806567400009 -0.12350999999999999 62.116825104000007 62.197478847950002 62.245871094250013 -0.08756499999999999 64.434276012450013 41.840895355800008 89.057864029250013 64.84561010645001 62.084563606450011 0.19122000000000003 38.115457128050004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 28 -3 7 -2 -8 11 12 -10 -11 14 -12 16 17 18 -15 -17 -21 -22 -13 24 -23 -26 -25 -18 29 -1
right_child=6 2 -4 -5 -6 -7 8 -9 9 10 13 22 -14 15 -16 19 27 -19 -20 20 21 23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=0.034628105007674374 -0.05152052637049187 0.0096413655208410984 0.010200479188443528 -0.060866016448633757 0.087161594497496012 -0.10311481130726324 0.061966487931726981 0.0078250439965341333 0.037278549207463436 -0.011613887234552808 0.044231154984937099 -0.037883215857880903 -0.086359920693253808 0.0033402591611847764 -0.035558795242481109 0.038712772809271913 0.045719226373579239 0.017148188338547751 -0.10061860964658534 -0.099404426761795603 0.10124734283297612 0.062367101342317634 0.015842492399880476 -0.056605931687676005 -0.035563744027098852 0.025667793556069303 -3.2928948603901525e-05 0.0025206341258539682 -0.047409685845200875 -0.0039924467540582648
leaf_weight=0.47644187173637087 0.56047399982344603 0.065814801323085703 0.12116855145723093 0.17902314789535001 0.19613679545000184 0.31085098230366259 0.29057046724483626 0.71858229350254987 1.1398845298390399 0.40325955644221068 1.3269595705205572 0.40581934579859091 0.29456539371858526 0.87615033373003814 0.60372571629705163 0.77491597831249492 0.6089501649839828 1.0442571430467067 1.0936585234012457 0.25440494436770933 0.15059272409416991 0.58123898331541868 0.55645720120628517 0.2697290302021419 0.69891094742342819 1.071185855194926 14.951125594338384 0.7043323228135705 0.19206599651988643 1.7164162080633216
leaf_count=84 19 20 13 9 6 124 6 30 34 29 40 31 24 27 31 20 24 27 35 7 6 33 23 10 21 26 1852 22 13 254
internal_value=-6.61672e-05 -0.00719596 -0.0606282 0.00244158 0.00683261 -0.0834129 0.000724455 -0.0181798 0.00158492 0.000954029 -0.000365782 0.0170944 -0.0431656 0.000828406 0.0192808 -0.00071521 -0.0137712 -0.0295975 -0.0543788 0.00229766 0.000727968 0.00216534 -0.00681516 0.00131621 0.0165392 0.00149093 -0.00103546 0.0225512 0.000226334 0.00439863
internal_weight=32.6377 3.25792 0.497834 2.76008 2.58106 0.376666 29.3798 1.27906 28.1007 27.8101 25.708 2.10216 0.697825 25.0101 1.93069 23.0795 4.32735 3.01407 1.96981 18.7521 17.9772 17.7228 0.962277 17.5722 2.35134 1.7701 15.2209 1.31328 2.38492 2.19286
internal_count=2900 523 157 366 357 144 2377 49 2328 2322 2234 88 53 2181 71 2110 135 89 62 1975 1955 1948 54 1942 80 47 1862 46 351 338
is_linear=0
shrinkage=0.1


Tree=371
num_leaves=31
num_cat=0
split_feature=0 1 2 1 0 0 2 0 2 0 2 2 1 3 4 0 3 0 0 0 2 0 1 1 2 2 4 2 3 0
split_gain=0.016221 0.0512985 0.11642 0.0718937 0.104718 0.0475082 0.0449143 0.0547627 0.0657141 0.108605 0.0852701 0.128039 0.06782 0.0440068 0.0514817 0.0515288 0.0450883 0.0440412 0.0428773 0.0606575 0.0390202 0.0363587 0.144971 0.050438 0.0469704 0.176468 0.180558 0.117879 0.294019 0.114616
threshold=85.716110573100011 61.993156030000002 -0.01762 61.971648364950006 85.447264760050004 85.807518149550006 0.19122000000000003 84.95796538030001 0.15675000000000003 84.280473931450004 -0.072569999999999982 -0.093604999999999994 57.960468834350003 0.10500500000000003 39.468990633150007 76.591483678350016 -0.15684499999999998 83.680947768350009 78.626646483100004 67.04476885710001 -0.23361999999999997 86.001087134900004 61.993156030000002 62.079186690200011 -0.068524999999999989 -0.075840000000000005 39.344049039350004 -0.054494999999999995 0.087530000000000011 86.232294534150014
decision_type=2 2 2 2 2 2 2 2 2 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 -2 7 8 9 10 11 13 18 14 17 16 -16 -1 19 -12 -18 22 -7 -24 25 29 -27 28 -26 -23
right_child=5 2 -4 -5 -6 21 -8 -9 -10 -11 12 -13 -14 -15 15 -17 20 -19 -20 -21 -22 24 23 -25 27 26 -28 -29 -30 -31
leaf_value=-0.073718020250746502 0.018567494182368468 -0.053338981360553053 0.058268566659320065 0.048740659003384992 -0.040812654255662398 0.012991335484480553 -0.043162142004820811 0.033758536026888268 0.072447599603411753 -0.078834635882979842 0.10034428094538989 0.099417165168355637 -0.10358419332862503 0.052552533799085283 0.0078416875766940709 0.051119862661241723 -0.0021895395788063027 0.025757151850220518 0.1005772767077327 -0.10169208912122851 -0.10238707676597661 0.031742479413476118 -0.08803671940210446 -0.025827456656192772 -0.02936970868806428 0.014475053723969939 -0.064448273290859504 0.00087815562845906846 0.058372964052111814 -0.0019446446241674104
leaf_weight=0.17040376233171695 1.4269072199240351 0.50130338119870999 0.11488163672044027 0.2658858960494398 0.66342849171041951 0.68967089564103179 0.18998687648127077 0.59259452758124087 0.11365783506698779 0.18324937640863925 0.021655983651726163 0.14970943104708556 0.12453122668284777 0.14582057623192657 0.44068573111337672 0.19144415487880906 0.074107224874638167 0.06024136848282069 0.032802010886371136 0.04735489910490287 0.081731907808715754 1.0885474799433801 0.26027585377414653 0.26104968079016544 0.5662034326903721 0.4366054411743796 0.86251429827734682 7.3887060865574465 1.1732818146201678 13.995123059658477
leaf_count=72 41 131 30 13 36 35 13 28 10 8 3 6 24 10 46 21 32 4 2 72 19 32 18 22 31 28 34 755 46 1278
internal_value=-7.26805e-05 -0.00589693 -0.0325309 -0.00127307 -0.00532311 0.000789192 0.00366352 0.00732455 -0.00120091 -0.00605706 0.00260023 0.0123643 -0.0540897 0.00117209 -0.00618332 0.00597963 -0.00850733 -0.0477365 0.00644881 -0.038292 -0.0547395 -0.000160138 -0.0170903 -0.0568859 0.000643532 -0.00255939 -0.0379239 0.00639197 0.0298127 0.000486463
internal_weight=32.3144 4.16548 0.616185 3.54929 3.28341 28.1489 2.61998 2.42999 1.8374 1.72374 1.54049 1.31414 0.226344 1.16443 1.01861 0.787969 0.596525 0.230645 0.101813 0.0690109 0.155839 26.722 1.211 0.521326 25.511 16.3828 1.29912 9.12819 1.73949 15.0837
internal_count=2900 580 161 419 406 2320 370 357 329 319 311 210 101 204 194 118 97 76 77 75 51 2279 75 40 2204 1372 62 832 77 1310
is_linear=0
shrinkage=0.1


Tree=372
num_leaves=31
num_cat=0
split_feature=0 0 1 4 4 2 4 3 4 4 0 4 4 0 1 0 1 1 4 0 1 1 0 0 1 2 4 1 3 2
split_gain=0.0169043 0.089424 0.115723 0.0735817 0.205979 0.196793 0.141309 0.148645 0.147064 0.196249 0.226211 0.145032 0.122223 0.106931 0.103065 0.130465 0.0993023 0.225259 0.0954179 0.142219 0.148444 0.21017 0.156754 0.0946781 0.0948719 0.103362 0.137804 0.114211 0.0774722 0.0721389
threshold=86.530713386650021 86.780739992750014 61.960894532450006 41.395309858300003 41.986601436450009 -0.076709999999999987 43.45354240915001 0.082325000000000023 43.061965423550006 42.852084787850011 85.775256651950016 48.008184682100008 42.233786329550007 85.775256651950016 62.079186690200011 86.232294534150014 61.971648364950006 61.923256118600001 41.028010303750008 86.280686780500005 62.00390986255001 61.923256118600001 85.939252597950016 85.839779647100016 61.82916008405001 0.18145000000000003 38.115457128050004 59.74022811670001 -0.25095999999999996 -0.065399999999999986
decision_type=2 2 2 2 2 2 2 2 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 5 -5 8 11 9 10 16 -8 -12 -9 18 -16 17 -6 19 20 21 22 23 24 25 26 27 -1 -13 -7
right_child=1 2 -4 4 6 29 7 13 -10 -11 12 28 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.036935514319129163 0.027666102251579963 -0.051875549559371785 0.0010728222811786591 0.053817481088079572 0.024237020500674538 -0.046640557884582629 -0.065254393366653868 0.003128522385122567 -0.08449668496067235 0.040724157186124092 -0.013966754457052855 -0.030393898395775488 -0.10729363075880848 0.072428622681656271 -0.0096207079846402071 -0.10576841752639893 0.042865363333648654 -0.10659449804845139 -0.039831925034757486 0.068094549479379374 -0.051514756905490802 0.066640577406874776 -0.084668966702941884 0.055956963481551464 -0.067479980663884317 0.062198308215255807 -0.055837311274649595 0.070076093605841827 0.038775432256656389 0.014141920054652738
leaf_weight=0.16764604912856362 1.2367099127732242 0.42164994409540923 19.611281620815959 1.2766272544977257 0.34432962736161765 0.31254279799759399 0.36677367031620611 0.40859251554536502 0.35682625161740578 0.48337472611308374 0.20627623416658025 0.26051850515068509 0.43891359813096642 0.48928937502205372 0.31332041289576285 0.25679812813177705 0.33908399846905013 0.21301269879359097 0.73122712435724668 0.28156151273287822 0.58006821997969371 0.44633751069022753 0.24336752091767255 0.26602490339428175 0.23190516816441675 0.23132275942407432 0.39519037501668208 0.2462027338660846 0.42787484420114197 0.52034033166637506
leaf_count=58 36 15 2006 38 40 5 99 35 62 34 14 19 45 12 54 12 33 13 39 8 25 30 13 5 15 13 31 20 28 43
internal_value=-6.83504e-05 0.00156942 -4.16266e-05 -0.00328327 0.00351899 0.0291472 -0.00895267 0.010986 -0.025302 -0.0148712 -0.0323032 -0.0144629 -0.0774557 0.0408927 -0.0132666 -0.0529285 0.000194663 -0.025766 -0.00734851 0.000339388 -0.00645434 0.00527732 -0.0100953 0.00170276 -0.00964153 0.00325113 -0.0136032 0.0267267 0.0125987 -0.00866695
internal_weight=32.105 21.2696 20.0329 10.8353 6.44438 2.10951 4.33487 1.95305 2.38182 2.02499 1.54162 1.05517 0.64519 0.897882 4.39097 0.570119 0.896426 0.557342 3.82085 3.08963 2.80807 2.228 1.78166 1.53829 1.27227 1.04036 0.809039 0.413849 0.688393 0.832883
internal_count=2900 2057 2021 843 520 86 434 193 241 179 145 146 59 47 323 66 86 53 257 218 210 185 155 142 137 122 109 78 47 48
is_linear=0
shrinkage=0.1


Tree=373
num_leaves=31
num_cat=0
split_feature=4 4 0 0 3 0 3 4 4 4 4 4 0 3 3 2 4 2 3 1 0 0 0 4 4 2 4 3 2 0
split_gain=0.0164665 0.063647 0.0367498 0.0687495 0.0482766 0.0512 0.0334521 0.0248059 0.0702214 0.0578046 0.0412658 0.0689859 0.0653351 0.0568744 0.110277 0.0693538 0.0588675 0.0627116 0.0535885 0.0473208 0.0902535 0.160952 0.245522 0.0617058 0.0725943 0.101381 0.0701793 0.056888 0.040437 0.0377185
threshold=49.275256100300005 49.49736495185001 71.249517373150013 85.57362229215002 0.079095000000000013 110.50907145210002 0.079785000000000009 43.19689381845 43.245737185650007 43.104429861650011 43.411469133450005 43.542456167850005 86.458125017100016 0.089580000000000021 0.085880000000000026 -0.23557500000000001 45.673096293200011 -0.24103499999999997 0.096845000000000028 61.93938686740001 86.036037090600004 86.280686780500005 90.437043050150024 43.933728833200007 45.027406014450008 -0.13820499999999999 45.90502654165001 1.0000000180025095e-35 -0.055714999999999994 105.70748523110002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 -4 5 -5 -6 9 -9 -1 12 -12 -10 14 15 16 17 -13 -15 27 -21 -22 -23 -24 25 -25 -26 -17 -11 -28
right_child=1 2 3 4 6 -7 -8 8 10 28 11 13 -14 18 -16 19 -18 -19 -20 20 21 22 23 24 26 -27 29 -29 -30 -31
leaf_value=-0.00044491152822593726 -0.10284416294571125 -0.10475246887784735 0.099147970342254158 -0.10135773612931281 0.089708627425789 0.0071178465330226899 -0.016609210436101113 0.061543075994971302 -0.065743407311239122 -0.076726129483525488 0.051853288215731097 -0.10075177054063376 0.014024519795982723 0.049043956965714827 -0.052421576264772118 0.0097150041655160481 -0.10259643744854739 0.063394428973150604 -0.017284155133750891 -0.042954739681624943 0.09649123787451043 -0.10702495382704905 0.072979406198813268 0.048613396903509534 0.078715546763605981 -0.08840886277739754 -0.042407972638024483 0.072012039444696058 -0.0053783079347125805 0.022468475745337193
leaf_weight=26.448673264507384 0.075405501305197187 0.032240823959000409 0.065703948377631605 0.087741878095357606 0.057718416614079615 0.086316692242462523 0.060736546068710595 0.2246410575680774 0.20585568057458647 0.16940652580501592 0.32003512584856286 0.036418182699662793 0.20487023098758073 0.44915959202666034 0.38282021618269357 0.38125121970506404 0.10584110260856505 0.064490657110583327 0.16713302189600654 0.36235477417631035 0.19839764526113857 0.18408115785837242 0.17232983484700504 0.083675541522097774 0.17638863257525372 0.15224362644005396 0.12502730992855504 0.23814685922116041 0.14957096285195248 0.31639557978598987
leaf_count=2042 22 3 3 107 16 32 36 11 22 31 33 49 22 48 49 43 71 8 26 31 5 20 19 11 14 33 20 10 13 50
internal_value=-7.23366e-05 -0.0187346 -0.00249135 0.00671251 -0.0140502 -0.047564 0.0351953 0.000205259 0.00703017 -0.000955245 0.00420002 0.00736266 -0.0259551 0.00340327 -0.00231592 0.00506997 -0.0504947 0.00415377 0.0310564 0.00987607 0.00155481 0.0130051 -0.000682055 0.0183965 0.00737863 -0.03981 0.0253982 0.033667 -0.0432706 0.00409306
internal_weight=31.7851 0.465864 0.390458 0.358217 0.292514 0.174059 0.118455 31.3192 4.55156 26.7677 4.32692 3.91619 0.410726 3.59615 2.97986 2.59704 0.20675 0.100909 0.616293 2.39029 1.77089 1.40854 1.21014 1.02606 0.853731 0.235919 0.617812 0.619398 0.318977 0.441423
internal_count=2900 219 197 194 191 139 52 2681 595 2086 584 540 44 507 433 384 128 57 74 256 203 172 167 147 128 44 84 53 44 70
is_linear=0
shrinkage=0.1


Tree=374
num_leaves=31
num_cat=0
split_feature=1 3 3 4 2 3 3 0 1 4 3 0 4 2 3 3 3 1 0 1 2 2 0 3 3 0 0 3 0 3
split_gain=0.0172979 0.0366768 0.0427094 0.0352777 0.0441343 0.0161117 0.0546646 0.0880184 0.0618744 0.0593266 0.117065 0.107443 0.0733101 0.0587245 0.0478187 0.0436907 0.0840177 0.0429036 0.0856483 0.0754164 0.0688401 0.0762443 0.0358455 0.0561672 0.0341236 0.0977987 0.0848634 0.0573177 0.0487168 0.064469
threshold=89.786436182600013 0.07870000000000002 0.078505000000000019 53.584625139500005 -0.046474999999999995 -0.11050499999999999 -0.23472499999999999 71.249517373150013 61.944763783650011 41.621607100200002 -0.22588499999999997 104.62941352080001 39.945535567850008 -0.22699 -0.15148999999999999 -0.25095999999999996 -0.54481999999999997 73.365333921800001 101.06989495610001 85.371987932400017 -0.079824999999999993 -0.16717499999999999 86.420486603250012 -0.49570500000000001 1.0000000180025095e-35 85.694602908050015 86.036037090600004 0.072890000000000024 97.013011637200023 -0.093074999999999991
decision_type=2 2 2 2 2 2 2 2 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 -1 15 12 -11 13 14 -12 -8 16 -9 20 -19 -20 21 22 -10 -24 25 -7 -27 -26 29 -28
right_child=1 -3 -4 -5 -6 24 9 8 17 10 11 -13 -14 -15 -16 -17 -18 18 19 -21 -22 -23 23 -25 27 26 28 -29 -30 -31
leaf_value=-0.10292739225413433 -0.10110850502607867 -0.10091137059466596 0.075954999600968923 0.097464558317925748 0.028429257417411098 -0.085085550506221838 -0.039538365531418512 0.068661058036025915 0.0362871796684908 0.085408523092530345 -0.011998501302690054 0.043999014012269987 0.076155073895317504 -0.10265934456015519 0.044333195514218854 0.070127632734809306 -0.029283403460872555 0.072044282008554214 -0.10143531283369933 0.041140086649878393 0.0022267530562347891 -0.10368356857016847 0.018990016493084343 -0.10212558341479715 0.033341691853104975 0.047763931749436078 -7.8417592569122831e-05 -0.0004076267143651397 0.023795757019231156 -0.052250556401782514
leaf_weight=0.085186792085608309 0.073993042684996624 0.052372147118515677 0.047122910744292312 0.017471449355070945 0.04080700279837568 0.1761405133555084 0.12296136765144183 0.14515108146042621 0.084334932950696162 0.12598101831099484 0.134984990594603 0.15205777669325471 0.34255646525707562 0.15178443342915671 0.15202183217229748 0.1765851150266825 0.22081879452457542 0.15928021398940473 0.077842424838536317 0.070884128090256127 0.51764868741884129 0.17066643936504988 0.072637691160707396 0.080973607156920702 0.5130688958959152 0.24267921067075793 0.45526813453398041 26.218593812585439 0.23317302203747658 0.49368870281750787
leaf_count=65 103 211 9 3 44 94 19 19 13 12 36 13 19 46 24 10 31 36 34 15 37 22 7 36 34 11 21 1781 47 48
internal_value=-6.74204e-05 -0.0272865 -0.00579252 -0.0349158 -0.0550628 0.000133634 0.00704655 -0.00363138 0.0011292 0.0238626 0.000440038 -0.0239532 0.0452851 -0.0599845 0.00682922 0.0292752 0.00956336 -0.0112431 0.0210886 -0.0334829 -0.0219943 -0.0526785 -0.0160953 -0.044854 -0.000609164 -0.0147902 -0.00610002 0.000240134 -0.0171577 -0.0272206
internal_weight=31.6087 0.231767 0.179394 0.132271 0.1148 31.377 3.04436 1.86201 1.77682 1.18235 0.564808 0.438827 0.61754 0.286769 0.274983 0.542555 0.36597 1.23427 0.308007 0.148727 0.926261 0.408613 0.237946 0.153611 28.3326 1.60095 1.42481 26.7317 1.18213 0.948957
internal_count=2900 370 159 150 147 2530 494 325 260 169 107 95 62 82 43 60 50 200 85 49 115 78 56 43 2036 221 127 1815 116 69
is_linear=0
shrinkage=0.1


Tree=375
num_leaves=31
num_cat=0
split_feature=1 0 3 1 3 0 0 2 0 4 1 0 1 1 0 3 0 2 2 2 1 4 4 3 2 2 4 3 0 2
split_gain=0.0172663 0.109406 0.124204 0.0561039 0.0450516 0.0438053 0.125291 0.167475 0.0783688 0.078479 0.108287 0.34098 0.246498 0.186253 0.172781 0.113176 0.101388 0.0968512 0.186023 0.184129 0.0807133 0.0760965 0.0684414 0.0632454 0.170605 0.0561329 0.0548032 0.052784 0.265963 0.0845302
threshold=71.090898343450007 95.502098167950024 -0.084259999999999988 70.865067860500019 -0.22253999999999999 94.047642319350018 94.776214472700005 -0.11420499999999999 93.867515624600017 37.858673296900008 66.697957758300021 90.337570099350003 65.111767461350013 67.649671936450019 90.837623311600012 0.091885000000000022 93.262612545250008 -0.053019999999999991 0.12406000000000002 -0.072569999999999982 68.961639504150014 40.496232821400007 47.833738492450003 0.10133000000000002 -0.12350999999999999 -0.23155499999999998 35.337501601400007 0.072890000000000024 86.280686780500005 -0.12835499999999997
decision_type=2 2 2 2 2 2 2 2 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 5 -2 8 7 -7 9 16 11 12 27 -12 -13 20 17 19 -19 23 -15 -8 -23 24 25 26 -1 28 -11 -29
right_child=1 -3 -4 -5 -6 6 21 -9 -10 10 13 14 -14 15 -16 -17 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.070955332155356113 -0.039219694792768892 -0.00084579049310180843 -0.1017827781318234 0.030537867483517164 0.037181906021640863 0.043117191983847135 0.039079114560761873 -0.10360312454019936 0.036401307539649964 -0.0091078130548511455 -0.086715782445653866 0.091862983202585624 -0.076421222675548101 0.04530869773827547 0.0024376571849916246 -0.039024146611390281 0.072329013286361821 -0.08205201813513982 0.021934536762452883 0.10221520199145476 -0.018977130284007413 -0.083781093925874212 0.011029835822969694 -0.017986643757301843 0.046163454662878571 -0.10311698487867581 0.040279091886422654 0.016572059338593886 0.066553367492068291 -0.0063858784648144528
leaf_weight=0.081149730935919928 0.1768976124949404 6.8833179830066138 0.23710463761236322 0.63617919362877628 0.13691643519268837 0.10653239323892194 0.35081912457826547 0.28843944539465727 0.62127080753907549 1.5566914857373686 0.38646823553040022 0.59312349779065598 0.44342843400227216 0.44217531929461962 0.33986390650170506 0.66571084688985138 0.28498440954717796 0.29880291544578974 0.40549363218815415 0.24462023936212074 0.34981762049665122 0.13122151846073393 0.18137857948931924 0.56247826374601562 0.82361395514453761 0.10235919493570123 0.097518867376038543 1.8639010760525874 0.66224322474226927 11.492206555033968
leaf_count=40 27 1235 141 23 23 18 16 53 26 265 45 31 24 28 25 25 14 22 23 6 25 28 19 20 33 48 9 84 26 498
internal_value=-6.65241e-05 -0.00427779 -0.047158 0.00123728 -0.00588583 0.00043987 -0.0194384 -0.0640295 0.00138257 0.000379825 -0.00198298 0.000520576 -0.00290228 -0.0249954 0.0592876 -0.00863203 0.0156884 0.00951806 -0.0221825 0.0211967 0.0169141 0.00710922 -0.0287694 0.00930873 0.0232074 -0.0440704 -0.0102426 -0.000809159 0.0134733 -0.003182
internal_weight=31.4467 7.43424 0.550919 24.0125 0.313814 23.3763 1.05839 0.394972 22.3179 21.6967 18.7956 16.9515 16.0185 1.84417 0.932987 1.4577 2.90102 2.61604 0.704297 1.91174 0.791993 0.663419 0.3126 1.66712 1.10464 0.281028 0.178669 15.575 2.21893 13.3561
internal_count=2900 1426 191 1474 50 1451 134 71 1317 1291 1076 953 897 123 56 78 215 201 45 156 53 63 47 150 130 97 49 873 291 582
is_linear=0
shrinkage=0.1


Tree=376
num_leaves=31
num_cat=0
split_feature=4 3 0 3 4 0 1 0 1 0 3 4 1 2 1 4 3 0 3 1 2 4 2 3 0 1 1 0 0 3
split_gain=0.0166196 0.0508169 0.05638 0.0285973 0.0221226 0.0549955 0.165074 0.114586 0.0679691 0.0295773 0.0933842 0.0233148 0.1126 0.120082 0.0726735 0.06121 0.136436 0.0657701 0.0724399 0.060201 0.0834182 0.0294766 0.078433 0.0346426 0.0921242 0.107822 0.10226 0.134622 0.178759 0.0854587
threshold=32.785955158400007 0.088500000000000023 92.851278451300018 0.10133000000000002 35.461062230100005 89.528344202050008 65.727424373200009 92.031298721500022 69.563854125350005 97.835679825150024 0.11467000000000002 37.020641110850008 69.64719632740001 -0.081169999999999992 71.381251821550009 37.737818700150008 0.093760000000000024 90.837623311600012 -0.087385000000000004 71.429644067900014 -0.59681499999999998 38.052786106700005 -0.033594999999999993 0.10500500000000003 86.345209775600011 61.966271448700006 63.431481129800005 93.776108048200015 100.53758024625002 0.10176000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -7 -8 -9 -10 -11 12 13 -6 -14 16 17 -13 -19 -16 -21 22 -17 29 25 -25 -26 -28 -29 -23
right_child=4 3 -4 -5 11 6 7 8 9 10 -12 15 14 -15 19 21 -18 18 -20 20 -22 23 -24 24 26 -27 27 28 -30 -31
leaf_value=-0.10055831037196002 -0.014259413505658854 -0.10357066743387058 0.066101268869592014 -0.0091419611250952004 -0.031983738733256072 0.10134936250740743 -0.090745977643527709 0.10109482395380337 0.029473884689662645 -0.10121161426039288 0.075670279864621701 0.042078417657139225 -0.10389989322493082 0.029790293448213646 0.096615834113021756 -0.061743544304464486 0.086415958637195409 0.031645290764598363 -0.080869121341640066 0.098971516341316942 -0.10133059569440417 -0.00017222157526614835 0.012939748472832477 -0.0047020472691272951 0.026687555546079884 -0.06345832071533429 -0.058414465072258538 0.02828512570686988 -0.080575291068356092 0.023994238801108812
leaf_weight=0.026988480487349586 0.43570699690235659 0.082831865989716924 0.08188792175877424 0.052334555458622312 0.57938877751439577 0.22662831307388842 0.11193157016532496 0.088583784177899361 0.16066418985064956 0.079777762514360973 0.047689649311365656 0.16987789607083215 0.19168681879023086 0.68874940528803807 0.038721013173926622 0.27167794424553904 0.26242905044625786 0.091249205559506663 0.153448370586176 0.02818090500272763 0.079295156612801176 21.628822724118926 0.2915061072344568 0.70162578138842879 1.0135578021872791 0.5628803587328548 0.47382744073001937 0.7646877731258428 0.18791167468640424 1.5694720901548169
leaf_count=47 38 38 68 15 32 9 9 3 14 62 9 18 27 23 2 33 26 18 34 5 67 1953 15 32 34 64 25 73 39 68
internal_value=-6.07739e-05 -0.0260545 0.0247894 -0.0670092 0.00014452 0.0137477 0.0308082 -0.00190798 0.024488 0.00093586 -0.0350344 -0.000381785 -0.0121007 0.00156689 -0.0633978 0.000286976 0.0299919 -0.00572497 -0.0389118 -0.0102933 -0.0488101 -0.000445215 -0.0230872 2.8773e-05 -0.0089511 -0.0308567 0.00240135 -0.0148554 0.0068111 0.00146275
internal_weight=31.144 0.244043 0.108876 0.135166 30.9 1.15098 0.715275 0.488647 0.376715 0.288132 0.127467 29.749 1.60602 1.26814 0.337884 28.143 0.677005 0.414575 0.244698 0.146197 0.107476 27.466 0.563184 26.9028 3.70449 1.26451 2.43998 1.42643 0.952599 23.1983
internal_count=2900 168 115 53 2732 144 106 97 88 85 71 2588 156 55 101 2432 96 70 52 74 72 2336 48 2288 267 96 171 137 112 2021
is_linear=0
shrinkage=0.1


Tree=377
num_leaves=31
num_cat=0
split_feature=1 3 3 4 1 4 3 3 3 2 2 4 4 4 3 4 3 2 2 1 4 2 3 1 0 1 3 0 4 4
split_gain=0.0150947 0.0334146 0.0371219 0.0239733 0.0252425 0.0158656 0.0662536 0.123197 0.0844706 0.0938221 0.0583775 0.0507132 0.0649791 0.098501 0.0544046 0.142978 0.0809101 0.0551942 0.160296 0.0485485 0.0479009 0.0685714 0.0425589 0.0382632 0.0587961 0.0756402 0.0600407 0.0536193 0.0371756 0.0539806
threshold=89.786436182600013 0.07870000000000002 0.078505000000000019 50.448116877400004 104.14280259920001 43.19689381845 0.086945000000000022 0.08594000000000003 0.096845000000000028 -0.097799999999999984 -0.23871499999999998 43.368902217050007 43.45354240915001 43.673409002000007 0.083415000000000031 44.157169339850007 0.082325000000000023 -0.087910000000000002 0.066885000000000014 62.084563606450011 43.082598263550004 -0.079824999999999993 0.088165000000000021 63.565904036300005 95.897301513100004 84.600400448950026 -0.15517999999999998 71.340924949550015 43.022303514600004 42.898324343550009
decision_type=2 2 2 2 2 2 2 2 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 20 7 10 9 -8 -7 -12 -13 -14 16 -16 17 23 -19 -11 28 -22 -21 27 -25 26 -26 -15 29 -1
right_child=1 -3 -4 -5 -6 6 8 -9 -10 19 11 12 13 14 15 -17 -18 18 -20 22 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.00026931769226842681 -0.10111355828940721 -0.10082701845047476 0.072623259015897307 0.021454925870939084 0.035073149019427673 -0.069391433538403408 -0.0064175334705440668 -0.07503899152153938 -0.024767241198854484 0.094924336981415516 0.055945051048696605 -0.063633678005896518 0.075662385656870279 0.0099958515009540422 -0.10611195213123953 0.031562434564831453 0.044043123473230625 -0.098601588283977859 0.03230635757823877 0.074406335078776129 -0.081560283744516432 0.006992742088994453 0.0098221570262514261 0.050682330301257128 0.014123990135505146 0.03577718203703175 -0.10218997686723995 -0.049791585425170981 0.030111307735149018 -0.040762735513204723
leaf_weight=25.055027038164638 0.057648959863017768 0.047165923964173295 0.044595577312975365 0.047961601498172968 0.017816360077816285 0.10682313448825231 0.31032393442001194 0.21467797042350856 0.26462650836219836 0.25054367316624826 0.18927315640394216 0.14124261915822023 0.18850678084299977 0.40536318625527379 0.15498050041333034 0.1469650179242592 0.44904116407997197 0.20039830964515082 0.17541573459129722 0.18661906651686877 0.17608111467370691 0.17371569190367964 0.22510922031398195 0.3536908447301812 0.077186315347718804 0.20597594585706247 0.10441355892703363 0.23811878680271548 0.39508529814025806 0.33358993152825078
leaf_count=1737 103 211 9 22 25 125 31 21 37 10 18 9 20 30 16 26 21 35 36 9 31 20 37 62 10 40 53 37 20 39
internal_value=-5.89268e-05 -0.0264518 -0.00557382 -0.0338273 -0.0689617 0.000125934 0.00554874 -0.00175086 0.0253259 0.0389554 0.00326392 0.00582491 0.00248616 0.00594495 0.000712242 -0.0391021 0.00615293 -0.00351117 -0.0374987 0.060216 -0.000826362 -0.0375832 0.0390954 0.00571289 0.0212006 -0.00570366 -0.0527525 -0.0121283 -0.000327698 -0.000801375
internal_weight=30.938 0.215188 0.168022 0.123427 0.0754653 30.7228 4.5893 3.35207 1.23722 0.972596 3.1374 3.03057 2.8413 2.70006 2.51155 0.301946 2.2096 1.76056 0.375814 0.662272 26.1335 0.349797 0.411728 1.38475 0.741267 0.387576 0.1816 0.643482 25.7837 25.3886
internal_count=2900 370 159 150 128 2530 683 559 124 87 538 413 395 386 366 42 324 303 71 56 1847 51 46 232 165 103 63 67 1796 1776
is_linear=0
shrinkage=0.1


Tree=378
num_leaves=31
num_cat=0
split_feature=1 1 0 3 3 3 4 0 0 4 1 3 4 4 0 2 4 4 4 2 0 2 4 0 0 2 1 0 2 1
split_gain=0.0152251 0.0882946 0.0844622 0.0775101 0.0909746 0.0432569 0.0423648 0.123648 0.158149 0.0878512 0.118944 0.0881203 0.0869478 0.0795305 0.0889896 0.08458 0.17217 0.0820465 0.0666811 0.136091 0.17677 0.127887 0.0809098 0.0815042 0.143581 0.0780983 0.0651987 0.0626261 0.0429512 0.0905469
threshold=70.96454081135002 70.865067860500019 95.141844778450022 -0.089509999999999992 0.09254500000000003 -0.22253999999999999 40.823855932350007 96.249489528150022 96.811377277450006 41.21013581150001 76.220476456350013 0.089335000000000012 41.558544840500012 42.599563320500003 97.835679825150024 -0.08459499999999999 42.406961525800007 42.871500973550006 39.211875820650008 -0.030985000000000002 100.67200315280002 -0.074434999999999987 38.938637541200009 97.013011637200023 97.152811460000024 -0.10518999999999999 78.349735295650007 98.031937268650012 -0.5169149999999999 71.52105164435001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 7 -4 -9 10 -8 -12 -11 14 -14 26 -17 -15 22 21 -21 25 23 -10 -25 27 -16 -20 -19 -30
right_child=2 -3 6 4 -6 -7 9 8 18 12 11 -13 13 17 15 16 -18 28 19 20 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0004273831702011264 -0.036881515092570358 0.04967924203484745 -0.10248210738002105 -0.10558593396760935 0.015199636154832358 0.043651285130947563 0.085835763066524698 0.067074505128256565 -0.10616378937774612 -0.049961151901085077 -0.039121242037127163 0.043891652093182937 0.066246612559662021 -0.078412683776167169 -0.017956353113311566 -0.1027010809518991 0.034870410218568224 0.068935486664965406 -0.10656596372075285 0.069409948417138531 -0.069647128764182081 -0.10566204624604592 0.053261370580085267 0.096333605687744586 -0.017967754411287406 0.014283497135043588 0.062915055705630538 -0.012946571017645448 -0.1024290530314423 -0.00034141636091352106
leaf_weight=22.838288208140344 0.14885727863656939 0.36988454373204049 0.13819693227924323 0.23523736425923392 0.084850101112579068 0.1208430573969963 0.2945313244126736 0.27033963403664563 0.080922442321025523 0.33429319424305992 0.23430314628532756 0.28151723578730525 0.35168751655146502 0.15689592574486244 0.15127832535654306 0.17129673136400925 0.19399606308388684 0.079591022431657055 0.14554683829192072 0.25100295201991663 0.14378168274664915 0.29378325124798721 0.25472160673366062 0.12865425603376934 0.75385745079744293 0.27148215837928547 0.2923276448842671 0.14036153583775501 0.092336505455023032 1.4706351860176594
leaf_count=1451 23 12 29 92 33 21 10 12 7 37 23 20 22 29 12 46 13 24 12 14 42 17 30 5 366 26 51 52 23 346
internal_value=-5.77169e-05 0.00121234 -0.00395296 -0.0402911 -0.0735676 -0.000797653 -0.000881331 -0.0101958 -0.00553169 0.00563734 0.0351346 0.00618437 -0.00161848 0.00384111 0.0242514 0.00599304 -0.029641 -0.00932282 -0.0134974 -0.029763 0.018765 -0.0522708 0.00313949 -0.0101122 -0.00130468 -0.02413 0.0353363 -0.0606052 -0.00272342 -0.0063725
internal_weight=30.7753 23.2082 7.56713 0.589788 0.320087 0.2697 6.97734 2.87265 2.73445 4.10469 0.810352 0.51582 3.29434 2.96004 1.16059 0.808899 0.365293 1.79946 2.46411 1.24596 0.394785 0.851174 1.21816 0.963434 0.882512 0.557391 0.443606 0.285908 1.64256 1.56297
internal_count=2900 1463 1437 169 125 44 1268 612 583 656 53 43 603 566 144 122 59 422 571 163 56 107 408 378 371 90 63 64 393 369
is_linear=0
shrinkage=0.1


Tree=379
num_leaves=31
num_cat=0
split_feature=4 4 0 0 3 0 3 4 0 3 2 0 3 2 4 2 2 2 4 3 1 4 3 1 3 4 4 2 2 3
split_gain=0.015777 0.0550275 0.029054 0.0602513 0.0435373 0.0453078 0.0283289 0.0247629 0.0354506 0.0296132 0.0463693 0.074914 0.0283495 0.0217123 0.115146 0.0260558 0.0909536 0.17623 0.132648 0.112584 0.0972749 0.0827603 0.116942 0.0788872 0.0665446 0.0637905 0.179236 0.0866909 0.0987535 0.0812687
threshold=49.275256100300005 49.49736495185001 71.249517373150013 85.57362229215002 0.079095000000000013 110.50907145210002 0.079785000000000009 48.680511450650009 75.994645973400011 0.075065000000000021 -0.23361999999999997 73.913779380400015 0.076080000000000023 -0.62958999999999998 40.580626202750004 -0.11808 -0.14143499999999998 -0.14228499999999997 41.678468725050003 0.087605000000000016 62.020040611300011 39.091773401050006 0.12191500000000002 61.86411003975001 0.098525000000000015 42.564639561200003 41.840895355800008 -0.16717499999999999 -0.25167499999999993 0.092290000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 -4 5 -5 -6 8 9 10 -1 -12 -9 14 -10 16 17 20 19 -18 23 22 24 -15 -22 26 27 28 -23 -27
right_child=1 2 3 4 6 -7 -8 12 13 -11 11 -13 -14 15 -16 -17 18 -19 -20 -21 21 25 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.10363015152261475 -0.10251324427454765 -0.1038705850541787 0.098678386952265731 -0.10126443204933161 0.087618165986356633 0.0048135532101357221 -0.014705034246360812 0.00070991565403969673 0.034320596080792375 -0.08760000560313555 0.068038428028394091 -0.10068395838710682 0.041616450544155248 -0.003633779406169288 -0.073810401299715042 -0.0011265381585446326 0.086688072991310039 -0.11035674211772746 -0.017195646012322135 0.019119472661679321 -0.023240779091867513 0.0090945250888618406 0.078093128438700546 -0.10306670707465569 -0.10552547188751199 0.0069089003631962577 0.081889625626170151 -0.028846416793222564 0.082632739740112648 -0.063913349596422378
leaf_weight=0.042841839487039124 0.066840199256438804 0.026685011631343514 0.056373765633907169 0.080166316849954455 0.051604015381599311 0.080894958568933362 0.056881265047650231 0.3789594541376563 0.18518946648715484 0.080756095801916672 0.086931452927340724 0.037740691363467249 0.30639664339832962 0.1704402860632398 0.21032735821631832 22.83830824421603 0.43299871241742482 0.14200121248722997 0.44832820053534295 0.57282176434789278 0.51795719954070296 0.92047705619665265 0.098707433138997658 0.15001942763774423 0.12129847334028909 1.0919389964864761 0.43359463696890532 0.43249517199706189 0.22780411402163736 0.19025668993720746
leaf_count=65 22 3 3 107 16 32 36 32 27 35 80 35 24 37 19 1656 30 8 27 28 165 90 9 19 15 162 39 36 16 27
internal_value=-6.1325e-05 -0.019322 -0.00355216 0.0046615 -0.0150015 -0.0479855 0.0339678 0.000206908 -0.000230637 -0.0378585 -0.0138789 0.0169629 0.0189977 8.94552e-05 -0.0231811 0.000409153 0.00630258 -0.000727392 0.0280429 0.0482073 0.00284724 0.00705933 -0.0232118 -0.0501821 -0.0388543 0.0138358 0.024934 0.00931153 0.0236836 -0.00359995
internal_weight=30.538 0.419446 0.352605 0.32592 0.269547 0.161061 0.108485 30.1186 29.4332 0.24827 0.167514 0.124672 0.685356 29.185 0.395517 28.7894 5.95114 4.49699 1.45415 1.00582 4.35499 4.03453 0.737963 0.32046 0.639256 3.29657 2.01437 1.58078 1.14828 1.2822
internal_count=2900 219 197 194 191 139 52 2681 2625 215 180 115 56 2410 46 2364 708 623 85 58 615 559 189 56 180 370 181 142 106 189
is_linear=0
shrinkage=0.1


Tree=380
num_leaves=31
num_cat=0
split_feature=0 3 0 2 2 4 4 4 4 2 4 4 3 3 3 0 3 3 3 1 3 2 4 1 4 4 2 0 1 1
split_gain=0.0157211 0.0383685 0.0318803 0.0211664 0.0367109 0.0618457 0.0176917 0.0563163 0.0409474 0.034408 0.0330332 0.0602691 0.0631045 0.0813782 0.0623528 0.0536699 0.0442153 0.0721897 0.110312 0.0409413 0.111721 0.0321203 0.0428551 0.029657 0.0269398 0.0443435 0.145234 0.184402 0.031834 0.159323
threshold=112.07913100025002 0.07870000000000002 113.28087178455002 0.033180000000000008 -0.088099999999999998 46.177190236600005 43.19689381845 43.245737185650007 43.104429861650011 -0.055714999999999994 43.411469133450005 43.542456167850005 0.089580000000000021 0.085880000000000026 0.084795000000000023 86.458125017100016 0.083415000000000031 0.082325000000000023 0.081550000000000025 62.132955852800002 0.092290000000000025 -0.23557500000000001 45.673096293200011 74.292851976800009 43.022303514600004 42.773538294100007 -0.11131999999999999 86.458125017100016 62.106071271500007 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=6 2 -2 4 5 -4 8 -8 24 -10 15 -12 13 14 16 -9 17 18 21 -14 -21 22 23 -13 25 28 -27 -28 -1 -30
right_child=1 -3 3 -5 -6 -7 7 10 9 -11 11 12 19 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-0.0048886576271898853 0.084343904290392652 -0.10237946795936022 0.058885799115593267 -0.10115118911662374 0.061627579707347092 -0.10156865717223099 0.057768840469894639 -0.061858538064505725 -0.072080473580139234 -0.0033359510929610522 0.050376688752683231 -0.053616241656134669 0.068066283440904304 -0.047758610311427273 0.078871235904388479 0.012713818020019325 -0.041202609066763284 0.040270102076493723 -0.10547788343818482 0.07022104235074822 -0.035899369896292548 0.0065579057392552266 -0.076260334040467392 0.069201229474550083 0.02426448832366692 0.051831338729137234 0.0041537648518979826 -0.096947823689071483 0.068322678955488478 0.0011295999895392518
leaf_weight=8.6057140458457493 0.033186744181876615 0.050843111298528143 0.038217419340430325 0.028633705814286259 0.051241927823866718 0.064671636020875667 0.20089289701718271 0.19162673778328088 0.14737875256969346 0.1438977622284473 0.28796757338523127 0.03335026883240888 0.20771803284878831 0.36195462660768374 0.10375139142729484 0.19443606615823228 0.23816215011720476 0.44138821514206927 0.10286736688431108 0.18501420090012743 0.21390144646829867 1.4191023166799828 0.11398232676310727 0.047899256569507997 0.43488391051061981 0.20596846629632637 0.38408342826119124 0.34019899945622001 0.36131461930926789 15.119045921244647
leaf_count=500 11 180 63 38 8 27 11 22 28 12 29 48 13 43 15 20 31 23 12 16 40 290 69 8 32 13 34 34 12 1218
internal_value=-5.59866e-05 -0.0242237 -0.00582291 -0.0221956 -0.00752757 -0.041969 0.000158323 0.00606139 -0.000837814 -0.038119 0.00355419 0.0064165 0.00276738 -0.00344154 0.00297348 -0.024301 -0.000312008 0.00419955 -0.005072 0.0320648 0.0133185 0.00132598 -0.0367038 0.0187887 -0.000411149 -0.00084011 -0.0222634 -0.0433341 -1.27016e-05 0.0026979
internal_weight=30.3533 0.266795 0.215951 0.182765 0.154131 0.102889 30.0865 4.34401 25.7425 0.291277 4.14312 3.75706 3.46909 2.86246 2.5005 0.386063 2.39675 2.15859 1.7172 0.606634 0.398916 1.61433 0.195232 0.0812495 25.4512 25.0163 0.930251 0.724282 24.0861 15.4804
internal_count=2900 327 147 136 98 90 2573 690 1883 40 679 637 608 539 496 42 481 450 427 69 56 415 125 56 1843 1811 81 68 1730 1230
is_linear=0
shrinkage=0.1


Tree=381
num_leaves=31
num_cat=0
split_feature=1 1 1 0 4 0 0 0 0 1 1 1 3 3 4 3 3 3 1 4 0 2 2 2 2 3 2 1 0 3
split_gain=0.0154272 0.0948797 0.0934342 0.0948786 0.171781 0.149924 0.139639 0.108273 0.0772783 0.094211 0.0935183 0.0526883 0.0494735 0.172438 0.0489355 0.119241 0.0930929 0.20685 0.152997 0.107638 0.300312 0.138455 0.385885 0.326795 0.358206 0.170528 0.166727 0.122215 0.210193 0.10698
threshold=69.873026810350026 70.085415002650009 70.133807249000014 94.614906984850009 39.039757512550004 94.157869102700019 94.832672093450014 94.964406541850011 93.262612545250008 68.579878449600017 69.276189105400007 68.321786469100019 0.087530000000000011 -0.16319499999999998 38.592454371550012 0.088395000000000015 0.08784500000000002 0.08883000000000002 63.910026677050006 41.028010303750008 86.345209775600011 -0.058529999999999992 -0.068524999999999989 -0.033594999999999993 -0.024989999999999998 0.09660500000000001 -0.082314999999999985 62.030794443850006 87.181320254150009 0.086655000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 -3 4 -4 12 -5 -8 9 14 11 -10 13 -6 15 -1 29 -18 19 20 -19 22 26 -23 -25 -26 27 -21 -29 -16
right_child=1 2 3 6 5 -7 7 -9 10 -11 -12 -13 -14 -15 16 -17 17 18 -20 21 -22 23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.014937410545517124 -0.047091229493245165 0.056447929796454167 -0.090125708074286576 0.050125167941309993 0.093900379502804665 -0.092410720057932161 -0.10883789185713705 -0.0017448755352463729 -0.056831314827747427 -0.053343731723261213 0.05152649172025954 0.024870912284645084 0.073108415553244058 -0.10594015652304392 0.0020504269375933707 0.027783994433157645 -0.057490081364439699 -0.010451937517120567 -0.041625513476977238 0.019681418555724368 0.066257870949702924 -0.11165095948176007 0.074237322767426159 0.078352132311711509 -0.11039977141814261 -0.010735845994349038 -0.064440505163333814 -0.065200073564589164 0.026931173789492304 0.035194780715278852
leaf_weight=0.9980183652823621 0.47258005116600443 0.27337921178695879 0.33658169287309458 0.52763283740478062 0.090135517095404794 0.12169057100777536 0.09566718307451072 7.1578513952577474 0.15451747913357294 0.32411673136812069 0.63276998080982594 0.16135375672456576 0.17948473533897413 0.082881742145303861 6.7232438627094693 1.8917058121560328 0.77391892447337696 1.2656803741883762 0.92533843857512454 1.3332338343570875 0.85518330801278342 0.38151158877826663 0.64817899063928042 0.35691975103691209 0.25112604676803707 0.54267884178352688 0.48842990637058425 0.5874509829754968 0.42808268312364817 1.1387715478049356
leaf_count=140 24 12 48 32 14 40 21 1332 29 18 27 18 18 58 522 79 39 59 64 57 26 22 19 11 25 38 16 41 10 41
internal_value=-5.41767e-05 -0.00343245 -0.00110515 -0.00293638 -0.0354909 0.00328893 0.000455705 -0.00315733 0.00145793 0.000129545 0.029343 -0.0150961 0.0363263 -0.00183072 0.00101428 0.0130294 -0.00106481 -0.00810687 -0.00336735 0.00159193 0.0204793 -0.00639145 0.00462253 -0.0314449 -0.00485342 -0.0422653 -0.0112815 -0.000226989 -0.0263636 0.00685121
internal_weight=30.2001 9.33788 8.8653 8.59193 0.810774 0.474193 7.78115 7.25352 20.8622 19.9136 0.948641 0.315871 0.352502 0.173017 19.5895 2.88972 16.6997 8.83773 8.06381 7.13848 2.12086 5.01761 3.48538 1.53224 1.15072 0.793805 2.8372 2.34877 1.01553 7.86202
internal_count=2900 1599 1575 1563 178 130 1385 1353 1301 1227 74 47 90 72 1209 219 990 427 388 324 85 239 143 96 74 63 124 108 51 563
is_linear=0
shrinkage=0.1


Tree=382
num_leaves=31
num_cat=0
split_feature=1 0 2 1 2 1 1 4 0 4 1 4 3 3 0 0 2 4 0 3 1 3 2 3 2 3 3 0 2 1
split_gain=0.014038 0.0871344 0.0434876 0.0394279 0.0293408 0.0150884 0.181479 0.0928411 0.182057 0.0952734 0.388289 0.147108 0.0876286 0.117945 0.226821 0.334997 0.0922739 0.217003 0.149725 0.084067 0.187269 0.0841185 0.0835057 0.178599 0.0821087 0.0797457 0.0697058 0.0823402 0.107545 0.134337
threshold=87.33187390945001 110.50907145210002 -0.012769999999999998 90.988176966900014 -0.088099999999999998 62.106071271500007 62.116825104000007 39.468990633150007 85.807518149550006 40.380906245900007 62.00390986255001 40.532725462000009 0.09495000000000002 0.091545000000000029 87.181320254150009 86.780739992750014 -0.086339999999999986 41.495754733000005 86.036037090600004 0.088165000000000021 61.928633034850002 0.087530000000000011 -0.082509999999999986 0.084535000000000013 -0.097799999999999984 0.093295000000000031 0.083565000000000014 85.839779647100016 -0.096499999999999989 57.960468834350003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 7 -7 8 25 10 -9 -11 13 14 15 19 24 -18 -19 21 -21 22 26 -24 -14 -1 27 28 29 -13
right_child=1 2 -4 4 -6 6 -8 9 -10 11 -12 12 16 -15 -16 -17 17 18 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.043893263984405372 -0.10083934938268463 0.051925167949234678 -0.10083894880593525 -0.10101754589463177 0.020867608232789568 0.062956932513745484 0.00030968830805068849 0.010585413284454764 0.07754638960510353 0.068580641676178097 -0.094608091791267765 0.0055050060174528107 -0.027711021046434726 0.043003089923587021 0.071166242087926615 -0.10152996322683182 0.007983246460295022 -0.027898538446971634 -0.10875729391337219 0.033590220631899856 -0.080144754354287362 0.050277868656968074 0.00080972624719694442 -0.09697222482393264 0.039677464580774376 0.019220571938651468 0.043496971595348835 -0.061309097302019055 0.046509077049444097 -0.10766291089898777
leaf_weight=0.31189986101009626 0.097015604523278287 0.16324154707868566 0.031660119714780777 0.035828072354457952 0.044011283868897522 0.47436051230761478 18.348356659708855 0.92129888511771951 0.40828562318347394 0.28548880026210088 0.56675491109490395 0.59155067589381238 0.33215857172035612 0.63651432328936142 0.37920095410663623 0.36218210496008385 0.7025368927279485 0.48813076078749873 0.43138345301849768 0.23947693916306878 0.3660668690026796 0.37034182577008312 0.73890708316241882 0.24999052840394143 0.39680725174548603 0.55899795959703624 0.51111664868949436 0.18761058196287184 0.48139965830978337 0.12750188608151802
leaf_count=97 127 42 104 142 35 17 1678 38 18 9 20 91 25 31 14 14 25 35 25 22 30 10 105 19 18 27 18 14 23 27
internal_value=-5.68405e-05 -0.0193677 0.00940128 0.0237595 -0.0338286 0.000186775 0.00188849 -0.00282207 0.0224479 -0.00627322 -0.0294796 -0.00189003 -0.0045397 0.00265487 -0.00292174 -0.00956946 -0.0205808 -0.0338619 -0.0658328 -0.000949692 -0.0351655 0.00540897 -0.000344629 -0.0239093 0.00897141 -0.00338276 0.0119254 0.000300047 0.00992852 -0.0145618
internal_weight=29.8401 0.371757 0.274741 0.243081 0.0798394 29.4683 18.8227 10.6456 1.27918 9.36642 1.48805 7.87837 7.59288 5.24186 4.60535 4.22614 2.35102 1.62205 0.919514 3.86396 0.605544 3.25842 2.88808 0.988898 0.728966 0.870898 1.89918 1.38806 1.20045 0.719053
internal_count=2900 450 323 219 177 2450 1695 755 142 613 58 555 546 418 387 373 128 85 60 359 52 307 297 124 43 124 173 155 141 118
is_linear=0
shrinkage=0.1


Tree=383
num_leaves=31
num_cat=0
split_feature=0 3 3 3 2 4 4 2 3 1 4 2 2 3 1 4 3 2 4 4 4 1 3 1 1 1 1 4 4 1
split_gain=0.0142282 0.0339366 0.0268013 0.0183717 0.0224838 0.0172301 0.0536219 0.0793151 0.0771691 0.0458073 0.0437669 0.039126 0.0887761 0.0435282 0.0334084 0.105721 0.0399753 0.0523947 0.0318648 0.120428 0.0563053 0.0522165 0.0256622 0.044324 0.0293874 0.155327 0.141979 0.0500994 0.1281 0.188482
threshold=112.07913100025002 0.07870000000000002 0.078505000000000019 -0.5582649999999999 -0.088329999999999992 47.673928029900004 45.154229826150008 -0.031989999999999998 -0.22253999999999999 80.677940036650014 50.264779514000004 -0.16297999999999999 0.049235000000000008 1.0000000180025095e-35 83.715897724050009 44.710446918150005 -0.17732499999999998 0.20981000000000005 44.527357125550004 44.758188263300006 44.086690780350004 62.084563606450011 -0.52484999999999993 62.837331883000012 62.106071271500007 62.116825104000007 62.079186690200011 42.988308018450006 41.872669623500009 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=5 2 3 -2 -5 6 14 8 -8 11 -11 13 -13 -7 18 16 -16 -18 20 -20 22 -22 23 -1 26 -26 27 28 -24 -30
right_child=1 -3 -4 4 -6 9 7 -9 -10 10 -12 12 -14 -15 15 -17 17 -19 19 -21 21 -23 24 -25 25 -27 -28 -29 29 -31
leaf_value=0.040240012608729281 0.054154823953418724 -0.10218040108139653 0.070393448173353565 -0.07780877839071465 0.0044365436150030557 -0.0086841423295720387 0.03102513929229482 0.024541213106562477 -0.10221926806281215 0.082332339414511527 -0.0015817373408389943 -0.10221289707590016 0.060093461683328159 0.03552524320502367 0.026733258713748348 0.10098246456855282 -0.10111378512062685 0.012505551684606689 -0.10629565499639833 0.024037469478616014 0.080143628288334767 0.0027866396756413489 0.0042930227990830754 -0.10270340588379119 0.060836865768736141 0.0014116449735112726 -0.037035745792536323 0.022601819296793287 -0.046354978309508979 0.047300627578158456
leaf_weight=0.03373003446354772 0.025237098743673414 0.045377708678794981 0.037040788971353322 0.070243498038653485 0.063095354837315543 0.53231007099111582 0.056479777797562747 0.13238394743893778 0.188634291419703 0.15626094047911454 0.10320728202532337 0.096539088628332048 0.051772083976175054 0.38291859687524266 0.047559895542747199 0.050512397661805153 0.17129354090957249 0.053189363480086627 0.1253120718187678 0.16325887088476065 0.17132341691143338 0.17783282677373791 5.9486912549207123 0.060784522746871517 0.45178724831203254 16.648832471870406 1.1415021862285346 0.91866166568763663 1.1639423439094683 0.26353672024242758
leaf_count=37 3 180 6 90 48 67 35 31 58 13 50 82 9 30 19 2 165 26 31 30 18 28 323 17 16 1201 42 103 119 21
internal_value=-6.83064e-05 -0.024267 -0.00619321 -0.0240826 -0.0388907 0.000130782 -0.000396701 -0.0378304 -0.0715168 0.0112821 0.0489543 0.00209136 -0.0455554 0.00981243 0.00011545 -0.0318788 -0.0565483 -0.0741926 0.000493896 -0.0325598 0.000847421 0.040744 0.00032435 -0.0516902 0.000509606 0.00298162 -0.0039702 0.000580147 -0.00216253 -0.0290646
internal_weight=29.5333 0.240994 0.195617 0.158576 0.133339 29.2923 27.9692 0.377498 0.245114 1.32301 0.259468 1.06354 0.148311 0.915229 27.5918 0.322555 0.272043 0.224483 27.2692 0.288571 26.9806 0.349156 26.6315 0.0945146 26.537 17.1006 9.43633 8.29483 7.37617 1.42748
internal_count=2900 327 147 141 138 2573 2322 124 93 251 63 188 91 97 2198 212 210 191 1986 61 1925 46 1879 54 1825 1217 608 566 463 140
is_linear=0
shrinkage=0.1


Tree=384
num_leaves=31
num_cat=0
split_feature=4 3 0 3 4 0 1 0 1 4 2 1 0 4 3 4 4 1 2 4 2 2 2 3 4 4 0 2 2 4
split_gain=0.0132158 0.0484337 0.0471891 0.0273039 0.0227571 0.0696853 0.235912 0.101012 0.111275 0.0735595 0.0561413 0.0749058 0.0627649 0.0437741 0.11819 0.0626637 0.0522571 0.119179 0.130455 0.0699242 0.0317171 0.101274 0.055185 0.046592 0.117466 0.13057 0.122137 0.215044 0.0964092 0.0858821
threshold=32.785955158400007 0.088500000000000023 92.851278451300018 0.10133000000000002 36.173488152900006 89.528344202050008 65.727424373200009 90.662873533100012 69.563854125350005 35.337501601400007 -0.0023999999999999998 71.090898343450007 97.738895332450014 37.020641110850008 0.090640000000000012 36.82350895510001 37.858673296900008 67.649671936450019 -0.033594999999999993 38.052786106700005 0.22542000000000004 0.20327000000000003 0.68694500000000025 0.10500500000000003 40.259171735100004 40.532725462000009 86.20003303655001 -0.091399999999999995 -0.055714999999999994 41.061442884200012
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -7 -8 -9 -2 11 -10 -13 14 15 -6 17 -15 -19 -18 21 23 -22 -21 28 -26 27 -27 -25 -28
right_child=4 3 -4 -5 13 6 7 8 10 -11 -12 12 -14 16 -16 -17 19 18 -20 20 22 -23 -24 24 25 26 29 -29 -30 -31
leaf_value=-0.10045412455683367 -0.046985831214848207 -0.10331329375399799 0.064644093287834811 -0.0081043869428987746 -0.029723428917182295 0.10078547253929696 -0.10455103610802462 0.074987643209005958 -0.10361203326272894 0.030626258971902742 0.021184393474781772 0.065735777125209102 -0.10074188935791924 0.065008786701217333 0.0058065753962559634 -0.10802782003619296 -0.047100128103411784 -0.082601664789576187 0.028561255046318748 0.0017350444512814183 -0.038472002723328999 0.063676931040209758 0.023224835786219641 -0.079347198403351318 0.065246512359138711 0.019866953071258377 -0.026414290329246012 -0.10352503962685025 -0.015486171263307867 0.024685950541701737
leaf_weight=0.022283985283793828 0.3233680055218453 0.075769635341297104 0.077598336120793476 0.049996276306795373 0.25190539192769879 0.30501003243261948 0.088437982136383653 0.18308484385488555 0.1259300847978011 0.19621926082618302 0.19451412578541749 0.069354152420601167 0.03362725833857283 0.39410235888499556 0.67898209803703935 0.17196450681410624 0.3185430485709756 0.16080592751521294 0.30734364955424098 21.042289525355955 0.50619272933082626 0.25229917484830267 0.20316207711857714 0.37904402611047772 0.28121125134202918 0.26135873243947572 0.49264726853107255 0.30730760049027628 0.62817642518848449 0.98947368635560906
leaf_count=47 33 38 68 15 37 12 6 10 15 19 39 14 56 33 46 13 24 65 22 1884 103 17 36 41 15 21 22 38 26 85
internal_value=-6.90271e-05 -0.0241768 0.0278103 -0.0654645 0.000117613 0.0120321 0.0274687 -0.00470972 0.00984858 -0.0176761 -0.0183169 -0.0518825 0.0113746 -0.000537714 -0.0200588 -0.0614916 0.000273962 0.0244887 -0.00962239 -0.00053967 4.55574e-05 0.000645877 -0.0208018 -6.36661e-06 -0.01098 0.00134631 -0.00741591 -0.0468141 -0.0395188 0.00770057
internal_weight=29.372 0.225648 0.0998823 0.125766 29.1464 1.51955 0.999958 0.694948 0.60651 0.519587 0.423426 0.228911 0.102981 27.6268 1.10285 0.42387 26.524 0.862252 0.46815 25.6617 25.3432 24.6338 0.709355 24.3815 3.33922 2.332 2.05079 0.568666 1.00722 1.48212
internal_count=2900 168 115 53 2732 204 152 140 134 52 124 85 70 2528 96 50 2432 120 87 2312 2288 2149 139 2132 248 181 166 59 67 107
is_linear=0
shrinkage=0.1


Tree=385
num_leaves=31
num_cat=0
split_feature=1 1 1 0 4 0 0 0 3 0 1 1 3 3 3 2 1 3 3 3 0 1 1 0 2 1 2 1 1 0
split_gain=0.0125171 0.0794837 0.0808329 0.0795983 0.139173 0.150909 0.11296 0.0788222 0.144102 0.0661525 0.0774012 0.0751026 0.0442147 0.0440733 0.154558 0.0440613 0.0419335 0.041864 0.188397 0.111277 0.0910027 0.0872895 0.120136 0.256677 0.213646 0.137417 0.17688 0.169972 0.188424 0.171046
threshold=69.873026810350026 70.085415002650009 70.133807249000014 94.550383989750017 39.039757512550004 94.157869102700019 94.832672093450014 95.141844778450022 -0.04931 93.262612545250008 69.276189105400007 68.579878449600017 0.43162500000000009 0.087530000000000011 -0.16319499999999998 -0.079824999999999993 68.321786469100019 0.10236000000000002 0.10176000000000003 0.10332500000000001 86.530713386650021 62.55235532115001 64.434276012450013 89.057864029250013 -0.091779999999999987 66.318885161900013 -0.12350999999999999 65.630639880500027 65.555363052850012 89.99344745865001
decision_type=2 2 2 2 2 2 2 2 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 -4 13 15 8 -8 11 16 12 17 14 -6 -5 -11 18 21 -19 -21 -1 23 24 -23 27 -27 28 29 -24
right_child=1 2 3 6 5 -7 7 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 19 -20 20 -22 22 25 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0039299535376744266 -0.043599018288990897 0.053914780184095151 -0.086353932115228321 0.014577874589143159 0.092353829793716244 -0.1032414700094027 0.040849944515168164 -0.00080297382384603643 -0.10491301515395812 -0.0522551284434302 0.048548255113750147 -0.049435532443472111 0.034385954543164704 0.071178515775680753 -0.10538280096319717 0.072251268846025812 0.022433970392529992 -0.053235177850326922 0.082065917755586554 -0.016243794355721389 0.017381499976207075 0.068069097795238634 0.0026128387189487427 0.081520496543817822 -0.055321590638141571 -0.023827762826281587 0.050222989639642779 -0.075839114749740769 0.061642817206364699 -0.11003329706468741
leaf_weight=10.250173281957144 0.4610378962388485 0.26011976694235173 0.3010997416663751 0.25269850398581184 0.082578543788258685 0.10300754929198774 0.10485356867866358 6.8405436926039158 0.19204345074308538 0.14516997369901119 0.60045416049797495 0.30148039932828297 0.38562994613312085 0.16842981357331155 0.075825756263640187 0.27841311392512569 0.15589356017153477 0.49774750485084895 0.29246141912881363 1.9757980814356417 1.3581005008891223 0.22553738282877589 0.46900168455050584 0.66842009039828554 0.37139636415759081 0.5005574651409006 0.90714751096174928 0.39596566562977376 0.34307849407196045 0.18916489824187011
leaf_count=707 24 12 44 25 14 34 15 1300 38 29 27 18 15 18 58 17 18 12 10 128 55 25 57 31 28 35 64 25 9 8
internal_value=-6.98696e-05 -0.00314077 -0.000986772 -0.00268699 -0.0342182 0.00230235 0.000318461 -0.0029923 -0.0534347 0.00132824 0.0278003 8.08324e-05 0.000873614 0.0355664 -0.00229972 0.0448107 -0.0135804 0.000172953 0.00261251 -0.00913088 -0.00254616 0.000989861 0.0133794 0.0389581 -0.00870132 0.00184038 0.0238917 -0.0203766 0.00155737 -0.029763
internal_weight=29.1538 9.12065 8.65961 8.39949 0.730941 0.429842 7.66855 7.13744 0.296897 20.0332 0.901518 19.1317 18.8302 0.326834 0.158404 0.531112 0.301064 18.4446 14.6129 3.83165 3.3339 14.3204 4.07027 1.26535 0.596934 2.80492 1.4077 1.39721 1.00125 0.658167
internal_count=2900 1599 1575 1563 168 124 1395 1353 53 1301 74 1227 1209 90 72 42 47 1194 999 195 183 989 282 84 53 198 99 99 74 65
is_linear=0
shrinkage=0.1


Tree=386
num_leaves=31
num_cat=0
split_feature=3 3 3 2 4 1 1 2 4 0 0 4 2 2 0 4 4 1 2 2 4 3 2 3 2 4 4 4 1 1
split_gain=0.0134483 0.129264 0.092044 0.133064 0.071734 0.13728 0.123993 0.103281 0.210433 0.153469 0.219304 0.10799 0.102288 0.278694 0.166181 0.15251 0.115067 0.0944179 0.215101 0.214384 0.187369 0.213738 0.15764 0.0947432 0.0918624 0.074816 0.0903154 0.0694407 0.0562553 0.127984
threshold=0.093295000000000031 0.093480000000000021 0.092290000000000025 -0.099224999999999994 39.852039223600009 61.82916008405001 61.885617704800005 -0.59511499999999995 40.12915366295001 90.837623311600012 98.327667663000014 41.028010303750008 -0.060760000000000002 -0.033594999999999993 88.028184565250015 41.726652433350004 42.654057868200006 62.132955852800002 -0.072569999999999982 -0.095019999999999993 36.82350895510001 0.095845000000000027 -0.054494999999999995 0.10236000000000002 -0.0086649999999999991 38.592454371550012 36.82350895510001 41.134354310300004 70.085415002650009 71.429644067900014
decision_type=2 2 2 2 2 2 2 2 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 17 -6 -7 -8 -9 11 28 -10 15 -14 24 -13 -17 23 19 20 -19 -22 -20 -3 -15 26 -24 -12 -11 -30
right_child=1 4 3 -5 5 6 7 8 9 10 27 12 13 14 -16 16 -18 18 22 -21 21 -23 25 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00052960091438133765 0.066551545667107734 0.077703924887134887 0.018492730899820658 -0.089278129236247283 -0.066366398625175654 0.065725493986175026 0.039882941054884581 -0.097171354583328873 0.038575222608914973 -0.11051767664865308 -0.032905603054960729 0.060225803995778808 -0.096486853617765808 0.0082258789123440239 0.062300847113960944 -0.035891854299912873 0.027285985433983109 0.051955369503004625 0.081473098687607562 -0.087366393286996788 0.042431847242807706 -0.09596572734100367 -0.025992395545450703 0.013875679741963649 -0.066964781170053986 -0.040198573487712233 0.052634465592830332 0.032649395788739093 0.028276520941565464 -0.097318173850924575
leaf_weight=18.111501500817397 0.30887350046032125 0.38087364030070636 0.19392873442234837 0.27995195246524041 0.34953188313829731 0.25940397975500662 0.47256016514438481 0.25702713684973044 0.78979647083542692 0.27697132534376556 0.27512798481893697 0.49538266379386042 0.37602979626899291 0.37458977650385172 0.33215420796295803 0.6110220907430628 0.54579760033720959 0.39266523732606629 0.41665856549116143 0.4029443993656302 0.18353973279346647 0.28466063982000378 0.22592796517811475 0.59717553062364459 0.28695468050796591 0.24441461608762438 0.41340860124364553 0.39154259528027069 0.1301325288368389 0.21549430408049375
leaf_count=2064 11 16 21 35 29 9 34 21 33 18 29 16 21 24 15 26 32 52 26 51 18 46 42 28 22 21 24 64 22 30
internal_value=-6.21002e-05 0.0028381 -0.00166793 -0.0451745 0.000866575 -0.00542085 -0.0019229 -0.0049326 -0.00888518 -0.00443665 -0.034261 0.00565107 -0.00295382 -0.02316 0.00458787 0.0137978 -0.006084 0.0122965 0.00221354 -0.0271658 0.00101216 -0.0417123 0.0307661 0.0387318 -0.0243892 0.00685941 0.0248494 0.00559553 -0.0769389 -0.0500303
internal_weight=28.876 10.2907 18.5854 0.473881 9.98179 6.43952 6.08999 5.83058 5.35802 5.101 1.28927 3.81173 3.02193 1.36973 0.993699 1.6522 1.15682 3.54227 2.56422 1.26381 0.860866 0.4682 1.30041 0.978049 0.661544 0.883751 0.639337 0.666671 0.622598 0.345627
internal_count=2900 780 2120 56 769 445 416 407 373 352 163 189 156 82 61 74 58 324 280 167 116 64 113 44 46 87 66 93 70 52
is_linear=0
shrinkage=0.1


Tree=387
num_leaves=31
num_cat=0
split_feature=2 4 2 3 2 3 1 3 3 2 1 2 3 3 3 3 3 0 3 2 3 3 2 3 3 3 4 1 3 1
split_gain=0.0134202 0.0739013 0.0208859 0.063562 0.0519653 0.0909915 0.0563883 0.0566364 0.0377928 0.0341361 0.121589 0.0324387 0.17811 0.041306 0.0528748 0.0306049 0.0364819 0.0808607 0.0757395 0.197282 0.0817049 0.0382614 0.0417293 0.102539 0.0913902 0.0872777 0.045008 0.0453749 0.112826 0.0440193
threshold=-0.62958999999999998 40.580626202750004 -0.59309999999999985 0.093760000000000024 -0.50001499999999999 0.098200000000000023 72.496961945650014 -0.059734999999999996 0.088165000000000021 -0.26138499999999998 62.305017173150013 -0.24103499999999997 0.093295000000000031 -0.10778500000000001 -0.11050499999999999 0.43644500000000008 0.21240500000000004 87.393708446500014 0.11614000000000002 -0.055714999999999994 0.11308000000000003 0.11048000000000002 0.15675000000000003 0.10273500000000002 0.094415000000000013 0.090225000000000014 35.97706729810001 76.919475570250015 -0.11050499999999999 61.960894532450006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 5 6 -4 -8 -2 10 -6 12 13 14 -11 16 18 -18 20 -20 21 22 29 24 25 26 -24 28 -28 -13
right_child=2 -3 4 -5 9 -7 7 -9 -10 11 -12 15 -14 -15 -16 -17 17 -19 19 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.031708130538289005 0.027636222777115079 -0.057353659195486621 0.016003123548774516 0.046881381189856103 0.082792569800602567 -0.10618914998106732 0.038053342876056079 -0.10172360893695763 -0.052773194222291646 -0.10036728989954757 -0.021408018906143068 -0.0079069101426008093 0.086286822069486402 -0.10299846344971164 0.088137635271039017 -0.032478193032099395 -0.02237802553079898 0.055512132194040144 -0.076758782221516025 0.02318502144394332 0.050928586005922975 -0.026377671645619605 0.060742230628330285 -0.099890463814302805 0.0396236246318864 -0.068324215816625289 0.02580771286825433 0.017699742874579767 -0.075298045571077804 0.0041274726441441496
leaf_weight=0.16444708401877761 0.098324861021789611 0.21494967538671972 0.29402482013939391 0.33923625414718117 0.21196756397149386 0.1234331907486137 0.040897690298152156 0.09954940194459283 0.14413668152337777 0.029842645327619266 0.23740574838907236 3.6351387699120208 0.091925487968865127 0.17238544833994041 0.029677836108021438 0.28116043599963703 0.21537154272300441 0.34968230779748666 0.42458178978884575 0.36928411428880181 0.32491442100490431 0.52030511950445557 0.094350888523842213 0.12955075027713103 0.32568168721900281 0.28527489484190482 0.1913260892542894 0.29884982687503836 0.2608489043471991 18.548225957478497
leaf_count=28 37 21 39 31 19 21 8 65 16 76 41 332 10 57 2 24 17 41 40 37 22 36 41 12 37 39 18 67 45 1621
internal_value=-6.82517e-05 -0.0187504 0.000183385 0.0189353 -0.000212036 -0.0304213 -0.00889566 -0.0610211 -0.020165 0.000411541 0.027743 -5.05649e-05 -0.031507 -0.0781995 -0.00637581 0.000337429 0.000692656 0.0258241 0.000133759 -0.0302677 0.00111427 0.000447916 0.00103512 -0.0146357 -0.00705167 -0.0204964 -0.00435673 -0.0125351 -0.0325178 0.00215543
internal_weight=28.5468 0.379397 28.1674 0.581698 27.5857 0.557905 0.434472 0.140447 0.242462 27.0278 0.449373 26.5784 0.323831 0.231906 0.0595205 26.2545 25.9734 0.565054 25.4083 0.793866 24.6145 24.2896 23.7692 1.58588 1.45633 1.13065 0.845376 0.751025 0.452175 22.1834
internal_count=2900 49 2851 84 2767 133 112 73 53 2634 60 2574 145 135 78 2429 2405 58 2347 77 2270 2248 2212 259 247 210 171 130 63 1953
is_linear=0
shrinkage=0.1


Tree=388
num_leaves=31
num_cat=0
split_feature=0 1 1 0 3 1 3 0 4 1 0 3 1 1 2 0 4 2 1 2 3 1 4 1 2 2 1 4 0 3
split_gain=0.0148301 0.0599505 0.0984073 0.0462063 0.128346 0.0408436 0.107326 0.0337739 0.0456677 0.071307 0.0616921 0.0628 0.0503642 0.0999158 0.0652449 0.0571275 0.0541078 0.0497697 0.0515819 0.0492721 0.0624443 0.0657963 0.0566 0.053667 0.0852032 0.0713868 0.0478029 0.115286 0.0457993 0.0384376
threshold=98.201310130900012 75.645146416450004 72.496961945650014 97.550703263350016 0.088990000000000027 75.645146416450004 0.087265000000000023 99.20948192980002 38.703421923500009 78.220689305400015 100.37896121655002 0.10500500000000003 78.962703749400006 79.535345331150026 0.25828500000000004 101.83879398140002 39.134693790050008 0.11529000000000002 82.987325570650015 -0.046474999999999995 -0.21013499999999999 80.677940036650014 41.558544840500012 81.524804347700012 -0.085734999999999992 -0.088944999999999996 81.320481529800006 44.710446918150005 110.99299391555002 0.094415000000000013
decision_type=2 2 2 2 2 2 2 2 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 -3 9 -9 -10 12 15 -14 16 -12 -15 18 -11 20 -18 -22 -23 -24 25 28 -21 -28 -25 -20
right_child=1 7 -4 4 -6 6 -8 8 10 17 11 -13 13 14 -16 -17 19 -19 29 26 21 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.00045477691683460894 0.021329475900593489 -0.034710320775780144 -0.096483441814420992 0.063644738500595752 -0.012594283708799274 -0.089755871117755431 0.034965804745185076 -0.10398889494584292 0.033555184573524847 -0.10141732017214014 -0.0031625582240999671 -0.069619883009905112 -0.10479234608653235 0.06930609678326359 -0.077680747086000507 0.066243257867119196 0.0488303684905547 0.035766856074903944 0.062751767974212919 0.078376241618705544 -0.10327668020983316 -0.088861635651137832 0.05515334275620392 -0.0052443939629502065 -0.10247590847192452 0.06104372845116153 -0.060222234745132198 0.072704404305041742 -0.1016598843052551 -0.10094549303832712
leaf_weight=23.337096234160917 0.11850835645555058 0.29409614022006314 0.17648172057465672 0.41677709943178243 0.46963529586992081 0.16535464615324613 0.11839825750917043 0.10045032109337659 0.60033978437968505 0.080130157126518498 0.24543795031058913 0.13126908873326204 0.097442085003421997 0.11984473629884451 0.10230621472626911 0.22946508527866172 0.13989237153310941 0.14338146147535369 0.050183866868799498 0.13104878156445754 0.091714758596936008 0.087590498025640784 0.12669058766914532 0.22158825804342686 0.096027274971105192 0.13753635551256593 0.13428495189390333 0.1269057403046645 0.063354183582994494 0.020085038370302843
leaf_count=1670 37 25 55 28 39 82 18 40 43 55 24 36 11 23 41 22 37 61 106 11 26 58 7 84 33 12 58 45 69 44
internal_value=-7.06351e-05 -0.00582677 -0.0491537 0.000837403 0.0232521 -3.74615e-06 -0.0377147 -0.00224772 0.000665676 -0.0312567 0.00503125 -0.00247141 0.00162621 -0.00651828 -0.000452833 0.0303732 0.00489834 -0.00638793 -0.0465758 -0.000791425 -0.0129454 -0.0234268 -0.0134329 -0.00319285 -0.017449 0.00187715 0.0290914 0.00436335 -0.0266814 0.015962
internal_weight=28.3733 3.86606 0.29499 24.5073 0.886412 23.6208 0.283753 3.57107 3.27697 0.394231 2.88274 2.2824 2.15113 1.67623 1.57878 0.474903 1.47648 0.293781 0.150399 1.35663 0.964394 0.824502 0.732787 0.645197 0.518506 0.422479 0.392239 0.261191 0.284942 0.0702689
internal_count=2900 1063 92 1837 67 1770 100 971 946 306 640 597 561 515 504 46 463 266 205 440 326 289 263 205 198 165 114 103 153 150
is_linear=0
shrinkage=0.1


Tree=389
num_leaves=31
num_cat=0
split_feature=3 3 0 0 4 0 3 3 2 0 1 0 4 4 4 4 4 4 3 4 0 1 3 2 2 2 1 2 3 2
split_gain=0.0137328 0.111275 0.20675 0.163952 0.151671 0.126591 0.107416 0.0963846 0.0945569 0.0898549 0.245899 0.0835356 0.0740363 0.0916936 0.150198 0.106693 0.11815 0.243098 0.175494 0.110552 0.112851 0.117973 0.164869 0.112468 0.142826 0.13808 0.317923 0.161614 0.149229 0.110068
threshold=0.090225000000000014 0.088165000000000021 87.29692395375001 88.232507383150008 40.922041107600009 86.232294534150014 0.090720000000000023 0.091385000000000022 -0.084239999999999995 93.972365491700018 75.922057603850007 96.249489528150022 42.178283198950005 41.811877919650009 41.590548329450009 41.532441862050007 41.24714903835001 41.134354310300004 0.10419000000000002 41.028010303750008 97.483491810050012 80.677940036650014 0.11308000000000003 -0.060760000000000002 -0.053019999999999991 -0.095019999999999993 61.966271448700006 -0.072569999999999982 0.099425000000000027 -0.121865
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 9 -3 -2 8 -8 -5 -11 -6 13 14 15 16 17 19 -18 20 23 22 -22 25 -25 28 -27 -28 29 -9
right_child=6 2 3 4 11 -7 7 12 -10 10 -12 -13 -14 -15 -16 -17 18 -19 -20 -21 21 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.00092053935265333877 0.03752790953084062 -0.016747039323204385 0.1031457943953582 0.082217983559239496 -0.10567254910684812 -0.10927785004174295 0.0014379516568993167 0.011370958505720058 -0.07172442933493603 -0.10554729958492315 0.073952613510885987 -0.020018691794775501 -0.014568141162494982 0.033925572108855433 -0.064688481678571996 0.064460148298494779 -0.074170829849913175 0.092259675473334746 0.020534824314528674 -0.055272622381192044 -0.088417877439333201 0.021491200524835441 0.011160477972134979 0.083601621966560569 0.016907332983814947 0.059092519845437674 -0.081535365066862805 0.0016745869873111682 -0.013061301222023487 0.076437295998686428
leaf_weight=13.603605111402787 0.81244370022886769 0.24571563870881519 0.13506753370165803 0.17439401452429593 0.19202543927167426 0.37123314396012574 0.34646539746029248 0.52178924420877593 0.36041660769239925 0.13989519925962668 0.16793155749244271 0.27972509058258765 2.140127133983694 1.0479520578228392 0.31963814990740491 0.2928949358902172 0.45493464000173833 0.32038199448743387 0.34332373149163686 0.30976562085561443 0.41129705428420471 0.37536131437758335 0.27909215271620269 0.41372633364517231 1.434072022337207 0.34848118107765924 0.64942009385953259 0.3643791809090543 0.83034342209612089 0.51816318486816537
leaf_count=1741 35 40 2 8 22 15 15 31 32 18 29 37 237 57 26 9 30 16 15 14 65 128 36 18 83 10 56 13 48 14
internal_value=-7.34694e-05 -0.00209856 -0.0261729 2.9238e-05 -0.0145705 -0.0724251 0.00233092 -3.58695e-05 -0.0358652 0.0248677 -0.00762306 -0.054884 0.00219066 0.00607436 0.00250937 0.00523949 0.00294952 0.00723614 -0.0334388 0.00301673 0.00595453 -0.0236305 -0.048163 0.0121608 0.0318403 0.000911651 -0.023305 -0.0516281 0.0185505 0.0437907
internal_weight=28.2041 15.3096 1.70599 1.08904 0.953971 0.616949 12.8945 12.082 0.706882 0.482221 0.307827 0.471751 11.3751 9.23502 8.18706 7.86743 7.57453 6.77627 0.798258 6.45589 6.14613 1.06575 0.690389 5.08037 1.8478 3.23258 1.36228 1.0138 1.8703 1.03995
internal_count=2900 1912 171 116 114 55 988 953 47 55 47 59 906 669 612 586 577 532 45 516 502 229 101 273 101 172 79 69 93 45
is_linear=0
shrinkage=0.1


Tree=390
num_leaves=31
num_cat=0
split_feature=1 2 0 2 4 3 1 2 2 1 0 2 0 0 4 0 4 0 1 2 1 1 0 1 3 2 2 0 3 1
split_gain=0.0139545 0.0726577 0.140607 0.058574 0.0665679 0.0668069 0.0569911 0.0486658 0.0494097 0.0417856 0.0305882 0.238869 0.04486 0.055776 0.0520473 0.0350013 0.112152 0.076419 0.0450812 0.119835 0.0770264 0.107016 0.0645349 0.0394149 0.134069 0.0870926 0.125402 0.0386169 0.0313588 0.0312711
threshold=81.524804347700012 -0.085734999999999992 106.56510337475001 -0.61225999999999992 42.428475018400007 0.080125000000000016 82.570614560500005 -0.046474999999999995 -0.042409999999999996 80.677940036650014 102.21786657775002 -0.078219999999999998 101.47316367565001 100.24991522630002 41.061442884200012 99.642323688800005 40.337496327150006 98.851916998450022 76.919475570250015 -0.10518999999999999 75.779569322950024 75.465019721650009 97.900202820250016 72.953999827850012 -0.096794999999999992 -0.054494999999999995 -0.58180999999999994 96.693085119700015 0.095645000000000022 71.090898343450007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 3 -3 -2 6 -6 -5 -4 -9 10 12 -12 13 15 -15 17 -17 18 20 22 21 23 -20 27 -25 26 -26 29 -19 -1
right_child=1 2 7 4 5 -7 -8 8 -10 -11 11 -13 -14 14 -16 16 -18 28 19 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.00090172779135129434 -0.10138548817600074 -0.10189762545131685 -0.10110632901300498 -0.10136405316746727 0.009093037773273735 -0.10163981046003892 0.067372277256506782 0.10070257229354607 -0.0037219236829662025 0.028661339342128833 -0.10282706173673606 0.04944202064569464 0.043235594512525038 -0.076693684353192709 -0.005678772751518203 -0.037581657082695431 0.082493457206920764 -0.079064937777866828 -0.081742574643301785 0.079702492690955001 -0.047590967405111179 0.054644239991812928 0.042073377177068348 0.054622389226814852 0.0053114938730963145 -0.0018579013615260171 -0.1044227026273136 0.029178938505422376 -0.0074730273948970128 -0.019820903182760939
leaf_weight=21.123338428723073 0.044488049279319597 0.21069026668443702 0.035900067378314304 0.021702344349705527 0.31717430058620266 0.065784248291464564 0.25768935982691366 0.061682471074163914 0.17072270321549432 0.51305907985806598 0.20738569837988052 0.20472530428059954 0.24081296638996619 0.18109755394152571 0.23994585349009867 0.13184916752425024 0.18970213238935685 0.17001080938098212 0.10033442179724261 0.23696469683007038 0.33437574433719319 0.36269678322969312 0.072524109124060487 0.20020574006957759 0.16026635366142727 0.3940257481917786 0.29737516646713402 0.46930044650616665 0.095580457227242732 0.75420554467564116
leaf_count=1439 26 89 50 16 112 42 189 4 169 45 73 29 28 25 38 32 15 39 40 44 30 23 8 28 16 32 42 38 15 124
internal_value=-7.30972e-05 -0.0106877 -0.0407569 0.00968909 0.0171496 -0.00992854 0.0542653 0.00725458 0.0239933 0.000398687 -0.000155468 -0.027184 0.000277028 -0.000128438 -0.0362234 0.000477217 0.0332578 5.16978e-05 0.000629929 0.0335179 7.05671e-05 0.00074127 -0.0297947 -9.42639e-05 -0.0190116 -0.0363211 -0.0659937 0.000796182 -0.0533006 0.000187337
internal_weight=27.8656 1.18583 0.478996 0.706838 0.66235 0.382959 0.279392 0.268305 0.232405 26.6798 26.1667 0.412111 25.7546 25.5138 0.421043 25.0928 0.321551 24.7712 24.5056 0.409823 24.0958 23.7614 0.172859 23.3987 1.05187 0.851667 0.457642 22.3468 0.265591 21.8775
internal_count=2900 697 312 385 359 154 205 223 173 2203 2158 102 2056 2028 63 1965 47 1918 1864 92 1772 1742 48 1719 118 90 58 1601 54 1563
is_linear=0
shrinkage=0.1


Tree=391
num_leaves=31
num_cat=0
split_feature=3 4 2 0 2 0 4 3 4 3 4 1 3 4 0 1 1 1 3 1 2 3 0 2 3 3 3 2 2 3
split_gain=0.0139465 0.0283418 0.0476377 0.0224687 0.0240488 0.029258 0.0227386 0.0201038 0.0887193 0.0321337 0.0624532 0.0990968 0.0673034 0.0473508 0.0354108 0.0390279 0.169328 0.0341729 0.0325236 0.0317292 0.102507 0.0314726 0.0279739 0.0248455 0.079528 0.194841 0.146364 0.108001 0.291335 0.104135
threshold=-0.54481999999999997 48.919835655300012 -0.16297999999999999 112.07913100025002 -0.088944999999999996 113.28087178455002 48.315732392000008 -0.25765499999999997 39.530201452500002 -0.15684499999999998 40.305698932850007 75.403185184700007 -0.23472499999999999 42.072181850200003 75.994645973400011 57.960468834350003 59.74022811670001 55.855406118200008 -0.12530999999999998 62.057679025150001 -0.16717499999999999 -0.22253999999999999 86.597924839850023 -0.062629999999999991 0.083795000000000022 0.076080000000000023 0.086785000000000015 -0.053019999999999991 -0.036264999999999999 0.087530000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -7 8 -2 10 11 -9 19 -14 17 -16 -17 -11 -18 -12 -21 -15 -10 -20 25 -25 -26 -28 -29 -30
right_child=3 -3 -4 4 5 6 -8 9 22 14 12 -13 13 21 15 16 18 -19 23 20 -22 -23 -24 24 26 -27 27 28 29 -31
leaf_value=-0.10170346239089961 0.019420064111872554 0.058801057370604704 0.043376317740746968 -0.079598765989281242 0.089161992282648539 -0.10133883463605053 0.00205308856167213 -0.078592280116815433 -0.084200993611794145 -0.011395936227981228 0.024355949664190815 0.042115347969791973 0.090612553191250361 0.066397099118871566 0.035595078884876709 -0.1030806822407135 -0.043074233458770178 -0.1009850024449853 -0.0018404801192303888 0.04817745710217574 -0.059740952066373157 0.0016173957264762531 -0.0091252557241250261 -0.005541076871545556 -0.047007489885757675 0.062919801810322806 0.035689331534916012 -0.076727291409561638 0.07294153795536909 0.0031061204869727559
leaf_weight=0.037930663906251993 0.27635292121946164 0.11553089693188667 0.056116981237212538 0.07281944674819929 0.025135350993138128 0.031713280625388585 0.06460095544811395 0.16379956256879324 0.17698476945813013 0.11584479249557134 0.40446391909517831 0.11630463905385113 0.19508774051791977 0.12582649262185441 0.30105350581925705 0.16027432956332432 0.17372806879827507 0.067318228956509074 16.58447881150051 0.14735308013041493 0.21857144129808159 0.18566442481824197 0.068972753271509646 0.95736504519779575 0.60479520835548317 0.73477473547154659 0.93971623602101217 0.46301540191961965 0.22601897654931313 3.862065872885097
leaf_count=31 63 5 24 172 9 102 40 30 49 68 31 19 13 17 28 34 33 53 1261 31 28 32 31 99 75 84 48 40 17 333
internal_value=-7.66315e-05 0.0256219 -0.0151363 -0.000272737 -0.0341607 -0.00691676 -0.0319907 -3.13206e-05 -0.0194614 0.000348099 0.0142894 -0.0284722 0.0236692 0.0519805 -0.000513638 -0.000192763 -0.00062885 -0.0443228 4.01156e-05 0.00505269 -0.0162836 0.0277851 -0.0631478 0.00034744 0.00500674 0.0241866 -0.000317567 0.00482517 -0.00154769 0.00696713
internal_weight=27.6737 0.209579 0.0940476 27.4641 0.194269 0.12145 0.0963142 27.2698 0.52231 26.7475 1.55707 0.280104 1.27697 0.506579 25.1904 25.0073 24.7062 0.183163 24.546 0.770388 0.365925 0.311491 0.245958 24.3722 7.78775 1.69214 6.09561 5.49082 4.5511 4.08808
internal_count=2900 60 55 2840 323 151 142 2517 143 2374 201 49 152 62 2173 2052 2024 121 1990 90 59 49 80 1957 696 183 513 438 390 350
is_linear=0
shrinkage=0.1


Tree=392
num_leaves=31
num_cat=0
split_feature=1 0 0 3 2 0 4 4 1 0 3 3 0 0 0 0 1 4 4 2 4 4 0 2 3 4 3 3 4 4
split_gain=0.0129047 0.0710329 0.0349642 0.0295969 0.0269687 0.0294735 0.0126713 0.0209339 0.0126386 0.0762504 0.0830642 0.125461 0.0698858 0.0713964 0.0722987 0.059832 0.0521268 0.0441905 0.0632779 0.0903574 0.0802133 0.0474422 0.0862971 0.0796273 0.0563792 0.0447028 0.0223075 0.110694 0.114793 0.155481
threshold=87.33187390945001 110.50907145210002 113.28087178455002 -0.5582649999999999 -0.088099999999999998 122.45926784190002 48.852845034800005 48.315732392000008 77.898074329750017 99.378854792050006 0.095290000000000027 0.087725000000000011 97.835679825150024 99.515966156650009 100.67200315280002 101.06989495610001 78.433077497700012 47.480720532750006 42.686561923500008 -0.046474999999999995 42.487106141350004 40.922041107600009 104.06483731340002 -0.085734999999999992 0.095845000000000027 39.039757512550004 0.093295000000000031 0.094625000000000029 42.178283198950005 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=8 -2 -3 -4 -5 6 7 -6 9 26 11 -11 -10 -14 -15 -16 -17 18 20 -20 21 22 24 -23 25 -18 -1 -28 -29 -30
right_child=1 2 3 4 5 -7 -8 -9 12 10 -12 -13 13 14 15 16 17 -19 19 -21 -22 23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.0020384819973594268 -0.10068894485516081 0.051190560964464019 0.097965284319294854 -0.10115381505674458 -0.10078784979465948 -0.1005935643299236 0.088158233004722891 0.1003110445537311 0.076982095673704759 -0.10315993203385143 -0.10265242033456481 0.0336667127466828 -0.052778849592153447 0.041598691875226468 -0.063869946068841818 0.05777116646172599 -0.00163130346535924 0.041802232854659754 -0.10218076875456866 0.0057865851571880095 0.082258651216979853 0.024805607360284282 -0.081862386217126867 -0.086188337125051195 -0.029497460116359304 0.073973779698685224 0.037138496558356347 0.0062076167247389607 -0.065380251294631223 0.0021023956269950652
leaf_weight=15.535831935335702 0.081392603489121806 0.10356370402800508 0.016779205892817117 0.048436932655171461 0.012317750891527979 0.021491958788956822 0.025635816753492691 0.0089286370202898979 0.13449955635729738 0.099822705594077799 0.14807348075828486 0.20389617264936533 0.2102307457253122 0.50248355064832173 0.14107393093581766 0.16239687234462952 0.12002927286289355 0.19914353245894734 0.15476793720267779 0.15528805783469579 0.11491321388166398 0.10827746106224367 0.087112236860960479 0.1603561259998969 0.13075723552253748 0.22443344839666679 0.9175233486794222 6.2499877004767939 0.57533667019379187 0.83976290622285887
leaf_count=1309 127 47 2 144 51 72 6 1 42 63 35 22 18 36 15 18 35 46 30 17 9 25 107 25 35 26 57 349 51 80
internal_value=-7.27493e-05 -0.0200832 0.00758115 -0.0262263 -0.0440657 -0.00362393 0.0408293 -0.0162775 0.000161806 -0.000540491 -0.041243 -0.0113038 0.00678389 0.00296332 0.00814623 -0.0014124 0.00403506 -0.00196226 -0.00890165 -0.0481065 0.00394959 -0.00687968 0.00963517 -0.0414503 0.0264075 0.0476289 0.000221959 0.0043137 0.000384521 -0.025334
internal_weight=27.4945 0.318547 0.237154 0.13359 0.116811 0.0683742 0.0468822 0.0212464 27.176 24.5702 0.451792 0.303719 2.60576 2.47126 2.26103 1.75855 1.61748 1.45508 1.25593 0.310056 0.945879 0.830966 0.562332 0.268634 0.47522 0.344463 24.1184 8.58261 7.66509 1.4151
internal_count=2900 450 323 276 274 130 58 52 2450 1966 120 85 484 442 424 388 373 355 309 47 262 253 203 50 96 61 1846 537 480 131
is_linear=0
shrinkage=0.1


Tree=393
num_leaves=31
num_cat=0
split_feature=4 3 3 1 1 4 2 1 0 3 1 4 2 1 2 0 1 4 4 0 0 3 1 3 1 0 0 4 2 4
split_gain=0.0126036 0.0507873 0.0424039 0.0345068 0.0315929 0.0254286 0.0229871 0.0420967 0.0196606 0.07338 0.0656193 0.0623506 0.0565874 0.0610091 0.0457737 0.0884682 0.0356843 0.0311148 0.0243276 0.0238002 0.0371064 0.117088 0.0497704 0.0877658 0.0794164 0.0588008 0.0905886 0.0885709 0.0991435 0.0819397
threshold=49.275256100300005 -0.25095999999999996 -0.24299499999999999 64.84561010645001 90.740838818900016 48.852845034800005 -0.15818499999999999 89.619751778500017 84.95796538030001 0.099780000000000021 61.614083433650009 42.131954243650007 -0.013805 55.855406118200008 -0.13820499999999999 73.913779380400015 54.927888063200008 37.737818700150008 44.921040431000009 85.253695774650012 85.613949164150014 0.08708500000000001 61.917879202350001 0.095845000000000027 61.923256118600001 85.807518149550006 85.968825637350008 42.102795028150005 -0.084239999999999995 40.337496327150006
decision_type=2 2 2 2 2 2 2 2 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 8 -5 -8 9 10 12 -12 13 -1 15 -15 18 -17 -14 -10 21 -21 23 -22 -24 27 29 -26 -29 -27
right_child=1 2 3 4 -6 -7 7 -9 19 -11 11 -13 16 14 -16 17 -18 -19 -20 20 22 -23 24 -25 25 26 -28 28 -30 -31
leaf_value=-0.071264979974372172 -0.10228728896102704 0.10125062098644766 -0.1028242306895284 0.037566269142219576 -0.10045525026877432 0.022447468047128577 -0.1011985232446496 0.059292758254766188 0.022903628789863587 0.020266203434118352 -0.10346150359253717 0.0039334262092111634 -0.10018570509828068 0.059623046011842422 0.053385430184542448 -0.0012825754635339799 -0.10244317443596536 -0.10208947053485717 0.10059538475702196 0.021110056778377337 -0.047442959413352165 -0.073092697346641297 0.058602291501312076 0.0088954347023554748 0.03788148302336164 0.0088581645611423617 0.00055689753283329712 -0.034096496580031117 0.038652486263491839 -0.06813920656345758
leaf_weight=0.092014712611046434 0.060428081883856066 0.035236556082963943 0.038664008116028437 0.13195149314287846 0.027815216982130408 0.50300476034317299 0.039194757491713972 0.028032631455062074 0.46081277862595271 0.46655642785117379 0.18027322533225743 0.077214338017483897 0.0093575427226351149 0.098929211832967212 0.20051539021096687 0.048138425237539195 0.093558403823863046 0.084130143529591805 0.016994178295135498 0.26236635396708408 0.57118983490363706 0.26542010998673504 0.24131433991715567 0.535984190646559 1.0113075053668605 0.22137164388550701 20.363136320253439 0.49714812253978369 0.30060163413327246 0.36791407595956116
leaf_count=55 15 1 9 36 56 45 97 5 24 39 71 25 65 38 17 18 30 35 1 33 26 41 6 21 34 11 1950 35 19 42
internal_value=-7.45051e-05 -0.0186273 -0.00182606 -0.015498 -0.000623711 0.000174058 0.0133177 -0.0342765 -0.00024926 -0.011925 -0.0285919 -0.0712563 -0.011524 0.00266377 0.0184208 -0.0119036 -0.0734915 -0.0654014 0.0292977 0.000386978 -3.41622e-05 -0.0262638 0.000540027 -0.0201695 0.00153682 0.000931819 -0.000561665 0.0182293 -0.00668381 -0.0392143
internal_weight=27.3306 0.361323 0.300895 0.265658 0.226994 26.9693 0.199179 0.0672274 26.4662 1.36768 0.901126 0.257488 0.643638 0.523728 0.431713 0.231198 0.11991 0.132269 0.0263517 25.0986 24.6378 0.527786 24.11 1.10717 23.0028 22.7615 20.9524 1.80906 0.79775 0.589286
internal_count=2900 219 204 203 194 2681 138 102 2636 394 355 96 259 163 108 91 96 53 66 2242 2218 74 2144 47 2097 2091 2003 88 54 53
is_linear=0
shrinkage=0.1


Tree=394
num_leaves=31
num_cat=0
split_feature=1 1 1 3 0 4 0 0 0 3 3 0 0 0 2 0 1 1 0 4 1 2 1 2 4 4 1 4 2 2
split_gain=0.0131182 0.077061 0.0717106 0.0964943 0.0817209 0.125654 0.116169 0.0866496 0.0729978 0.133333 0.0630183 0.0557958 0.0603462 0.0597248 0.0495195 0.0480493 0.29205 0.182862 0.0906625 0.0757832 0.149215 0.3424 0.133071 0.0688593 0.0671336 0.124954 0.297936 0.1888 0.0991118 0.149844
threshold=69.873026810350026 70.085415002650009 70.133807249000014 0.25847000000000003 94.614906984850009 39.039757512550004 94.157869102700019 94.832672093450014 95.141844778450022 -0.04931 0.21240500000000004 93.262612545250008 92.464140480550014 93.972365491700018 -0.14739999999999998 90.337570099350003 66.697957758300021 68.321786469100019 90.837623311600012 38.592454371550012 63.431481129800005 -0.14380499999999999 62.837331883000012 -0.29600999999999994 39.468990633150007 40.380906245900007 62.00390986255001 40.496232821400007 -0.011399999999999999 -0.033594999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 -2 -3 4 5 -4 -7 -6 9 -9 -10 12 15 -13 -15 19 18 -18 -17 -1 22 -22 23 -21 -25 26 -26 -27 29 -29
right_child=1 2 3 -5 7 6 -8 8 10 -11 -12 13 -14 14 -16 16 17 -19 -20 20 21 -23 -24 24 25 27 -28 28 -30 -31
leaf_value=0.016762216262522465 -0.04485673766905348 0.052289427872475973 -0.085260550544191127 -0.10221901003802665 0.04252520414946577 0.035601074101625475 -0.089384254699555854 0.040080592670717799 -0.000667251014866655 -0.10463898999101227 0.069092487480878456 0.047088714574204986 -0.032076131004549716 0.034356481174801501 -0.045568109047214499 0.079015691226776125 -0.07660759641333989 0.034852014581418699 0.014822049278087869 -0.051765854695451224 0.018315195660048491 -0.096313051538431213 0.05960712288028247 0.034438043650256329 0.006906961291789103 0.094706043530024181 -0.087971091887617842 -0.0019655586996949401 -0.03829485255287806 0.041648031222417822
leaf_weight=2.2182323179358887 0.42544302142050483 0.24325834167984783 0.28485381594822534 0.096518813694362104 0.482756439761033 0.28076177951446368 0.10116003757190128 0.10022626023874182 5.9032659475874061 0.17450758309723813 0.13240060547187926 0.5273712531225091 0.56125220478224846 0.14577610311516764 0.16556258596028783 0.56072752375621238 0.39075464654479219 0.23614739347249269 0.36207761761033908 0.27112027443218423 0.51640026519635285 0.5260302203523668 0.36173944824622672 0.51731446681514093 0.83796830532810307 0.21253533149137993 0.54703474117559381 8.4850863428504226 0.65014615964181643 0.86838290326613865
leaf_count=199 24 12 45 37 32 89 40 15 1254 36 15 32 34 24 18 36 49 10 17 25 44 55 18 28 37 8 27 447 130 63
internal_value=-7.73131e-05 -0.00341253 -0.00115192 -0.00287231 -0.00158693 -0.0349945 0.00249608 0.00169215 -0.00143164 -0.0518435 0.000863024 0.00136943 0.000202478 0.0265851 -0.00814553 0.00123407 0.0180476 -0.0346219 0.0538283 -0.000393214 -0.00315205 -0.0395284 -0.000178258 -0.00192381 -0.000808724 -0.00238044 -0.030567 0.00144082 -0.000540679 0.00208356
internal_weight=27.1868 8.22515 7.79971 7.55645 7.45993 0.666776 0.381922 6.79316 6.3104 0.274734 6.03567 18.9617 18.123 0.83871 0.311339 17.5617 1.54971 0.626902 0.922805 16.012 13.7938 1.04243 12.7513 12.3896 12.1185 11.6012 1.385 10.2162 10.0036 9.35347
internal_count=2900 1599 1575 1563 1526 174 129 1352 1320 51 1269 1301 1227 74 42 1193 112 59 53 1081 882 99 783 765 740 712 64 648 640 510
is_linear=0
shrinkage=0.1


Tree=395
num_leaves=31
num_cat=0
split_feature=3 3 1 0 0 2 2 3 4 0 3 4 3 4 1 4 2 3 3 2 3 4 2 4 0 0 2 3 4 3
split_gain=0.0125323 0.0248633 0.0189313 0.0551256 0.0422383 0.0239133 0.0256782 0.0167848 0.0761896 0.0270114 0.0270048 0.0657489 0.0571767 0.063455 0.0326475 0.0412259 0.103994 0.0284754 0.0210788 0.0395089 0.0383181 0.0882228 0.110231 0.044264 0.116007 0.0885512 0.0380826 0.248634 0.0703705 0.113645
threshold=-0.54481999999999997 -0.57253499999999991 87.33187390945001 110.50907145210002 113.28087178455002 -0.088099999999999998 -0.012769999999999998 -0.25765499999999997 39.530201452500002 86.597924839850023 -0.15684499999999998 38.386256906100009 -0.22831499999999999 44.215931556700006 61.966271448700006 40.878805547300004 -0.16717499999999999 -0.12530999999999998 -0.10585499999999999 -0.036264999999999999 -0.072169999999999998 41.919251152600005 -0.076709999999999987 48.008184682100008 95.897301513100004 99.983757871350008 -0.15009499999999998 0.083565000000000014 39.091773401050006 0.12191500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 8 -2 -10 11 -9 14 -14 -13 -16 -17 -12 19 -19 21 22 -20 26 -25 -26 27 -22 -29 -30
right_child=2 -3 3 4 5 6 -8 10 9 -11 17 12 13 -15 15 16 -18 18 20 -21 23 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=-0.026772314826485274 0.017706783012955262 0.049537010523092583 -0.10063628599740038 0.047043677011117883 -0.10105924315920445 0.039888559554254376 -0.10059080387464235 -0.051005055331692029 -0.082302815621462397 -0.0064272551219407299 -0.040575849010488683 0.034930061575105059 0.076564076981795973 -0.0019604499483431388 0.030393228037074161 0.043874824885548072 -0.062352569150480756 0.049634669829194934 0.049458529754061405 -0.010671427388685241 -0.081261973843496441 -0.10168531641708196 -0.044877580394223723 0.078717327102655957 -0.10378733210955299 0.023619238934236148 0.00092102575241003468 -0.036203682283140956 0.023530658384746678 -0.043170770511058248
leaf_weight=0.062808634181124035 0.27174941237587447 0.13334859527731424 0.073304558268544873 0.09957807981879796 0.043117598265419943 0.041936475698111764 0.018865291948058971 0.14230903853968868 0.16366590460631869 0.065773930792715873 0.17542552463596806 0.26171347707440862 0.29617463366230357 0.15770636943761929 0.19527378078055335 0.14110330989706188 0.26568381477090963 0.23392860505555291 0.20802962507744382 0.20282832330896283 0.43095983276797811 0.12078073482120999 0.30615246184062783 0.24402243383644773 0.081553283465837012 0.1647663451808512 20.219912807877307 0.38726061930722755 1.3681011696977519 0.31407447037054215
leaf_count=36 63 24 127 46 144 36 93 35 49 28 46 29 34 26 15 31 27 36 33 26 82 73 29 49 21 55 1372 88 126 21
internal_value=-8.08235e-05 0.0251031 -0.000265872 -0.026282 0.000502207 -0.044095 -0.00369873 6.70895e-06 -0.0181191 -0.0605514 0.00035722 0.0135689 0.020543 0.0492798 0.00544295 -0.00737498 -0.0255052 -0.00043143 -0.00014141 0.0216287 -0.000540153 -0.0247765 -0.00671074 0.00012287 0.0298491 -0.0185634 -0.000518671 -0.012161 0.00222922 0.011077
internal_weight=26.8919 0.196157 26.6958 0.276802 0.203497 0.103919 0.0608018 26.4189 0.501189 0.22944 25.9178 1.45996 1.31766 0.453881 0.863774 0.602061 0.406787 24.4578 24.2824 0.436757 23.8456 0.634963 0.514182 23.2107 0.490342 0.24632 22.7203 2.5004 2.06944 1.68218
internal_count=2900 60 2840 446 319 273 129 2394 140 77 2254 197 162 60 102 73 58 2057 2011 62 1949 135 62 1814 125 76 1689 317 235 147
is_linear=0
shrinkage=0.1


Tree=396
num_leaves=31
num_cat=0
split_feature=0 1 1 2 2 2 0 2 2 2 0 4 2 3 0 1 3 3 3 4 3 3 3 1 3 3 1 3 1 2
split_gain=0.0121428 0.0471238 0.0840738 0.0447336 0.0482557 0.0409301 0.0403097 0.114872 0.0814504 0.0369878 0.0485069 0.0343328 0.0572183 0.0435592 0.0553208 0.0699376 0.116782 0.0874488 0.0855681 0.054934 0.099324 0.0710027 0.056154 0.110788 0.0632381 0.0882008 0.0487986 0.0454825 0.0453602 0.0602827
threshold=98.201310130900012 75.645146416450004 72.496961945650014 -0.61225999999999992 -0.59967499999999996 -0.50001499999999999 97.550703263350016 -0.069554999999999992 -0.10518999999999999 -0.66246499999999997 97.152811460000024 38.386256906100009 0.11529000000000002 0.13635000000000005 99.20948192980002 76.220476456350013 0.10611500000000003 0.10461500000000003 0.09660500000000001 41.093509583400007 0.087725000000000011 0.084795000000000023 -0.21013499999999999 80.468240302450013 0.085715000000000027 0.081550000000000025 78.820215468450016 0.09117500000000002 82.844837289750004 -0.046474999999999995
decision_type=2 2 2 2 2 2 2 2 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 -3 -5 -6 9 8 -8 -1 -11 12 -7 14 -13 -16 17 18 19 20 21 -17 -21 26 25 -25 -24 -22 -26 -30
right_child=1 3 -4 4 5 11 7 -9 -10 10 -12 13 -14 -15 15 16 -18 -19 -20 22 27 -23 23 24 28 -27 -28 -29 29 -31
leaf_value=0.044552031562891281 0.020459909898042052 -0.10110618971855563 -0.095597203852059498 0.072688976016731285 -0.058954635970073124 -0.08190621780495759 0.011671352541427666 -0.031871428445607315 0.089414696679080405 0.00020417812271610394 -0.035217020261985976 -0.053584903527546981 0.0096348426649803219 0.067834689161609535 0.092339960703455015 0.014662151717832583 -0.10603257701485487 0.081155732674781308 -0.10194816803000072 0.046799504857587285 0.096672457664488384 -0.10414398143167865 -0.025548480265162876 0.0040156243499792242 0.076666953126297205 -0.10201230050885557 -0.10308516522005007 0.027887307913187366 -0.10138260749200965 0.049885543923953543
leaf_weight=0.18439966230653837 0.10754037338392697 0.045158703330504202 0.14876726469765345 0.086715559885761517 0.12517893661959911 0.1311035097510781 0.28002454560737533 0.25954076708876428 0.25978176164790057 21.978652927973904 0.39353619515168148 0.17624504037667144 0.14249671829112209 0.099690433975410886 0.08729061274789307 0.16315622619124859 0.097318494081690576 0.14428252078081971 0.078274143489806991 0.16837787591180431 0.18234951126430587 0.07272570058734118 0.16212786513369459 0.42031862499351291 0.16562972031533718 0.096462938042193969 0.16255069987596471 0.20330600124583498 0.041508352909346513 0.072116948925838642
leaf_count=9 37 31 55 19 85 185 30 25 12 1727 34 13 63 13 5 60 24 6 26 41 21 21 25 170 10 45 29 23 34 22
internal_value=-7.99981e-05 -0.00568146 -0.0469025 -0.00229991 -0.000850861 -0.00298186 0.000730795 0.0227994 0.0490853 -5.12592e-05 -0.000418896 -0.000538263 -0.0342297 0.00301569 0.000424776 0.00453167 0.0010953 0.0059826 0.000529261 0.00472753 0.0291473 -0.0219674 -0.00704647 -0.0151364 0.0049434 -0.0157756 -0.0643673 0.060411 0.0432855 -0.00537408
internal_weight=26.7366 3.38069 0.256308 3.12439 3.07923 2.99251 23.3559 0.799347 0.539806 22.5566 22.3722 2.86733 0.2736 2.59373 2.49404 2.3178 2.23051 2.13319 1.9889 1.91063 0.621537 0.235882 1.28909 1.12072 0.796037 0.516782 0.324679 0.385656 0.279255 0.113625
internal_count=2900 1063 92 971 940 921 1837 67 42 1770 1761 836 248 588 575 562 557 533 527 501 125 81 376 335 281 215 54 44 66 56
is_linear=0
shrinkage=0.1


Tree=397
num_leaves=31
num_cat=0
split_feature=4 3 3 1 2 3 4 0 0 4 4 4 0 0 4 4 4 2 4 4 1 0 0 1 2 1 3 1 1 3
split_gain=0.0115272 0.0450477 0.037181 0.0320342 0.0285641 0.0229905 0.0193933 0.0599778 0.107021 0.09181 0.0566496 0.0736679 0.0534239 0.111606 0.0454572 0.0377966 0.0687908 0.0412467 0.0378901 0.102487 0.0455498 0.111059 0.0975813 0.131595 0.0262212 0.0311964 0.0258522 0.0222321 0.0637173 0.0572959
threshold=49.275256100300005 -0.25095999999999996 -0.24299499999999999 64.84561010645001 -0.15818499999999999 0.072890000000000024 43.162556114600001 96.249489528150022 97.32487278035002 43.245737185650007 43.411469133450005 43.673409002000007 100.13162306855001 105.70748523110002 43.104429861650011 43.812290675100009 44.015822920550008 -0.08725999999999999 48.008184682100008 45.90502654165001 72.496961945650014 86.232294534150014 85.775256651950016 61.971648364950006 -0.088944999999999996 85.804829691400016 -0.084259999999999988 57.960468834350003 59.74022811670001 0.085590000000000013
decision_type=2 2 2 2 2 2 2 2 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 14 9 -9 -8 -11 -12 -10 -14 27 -13 17 -17 19 20 21 22 23 -18 -15 -26 -20 -1 29 -29
right_child=1 2 3 4 5 -7 7 8 12 10 11 15 13 24 -16 16 18 -19 26 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.025483702690462819 -0.10200230707603952 0.10109332280304498 -0.1026429564075053 0.027742268629085604 0.0088107689280614975 -0.1010436253460692 0.086274213377574682 -0.087267349977288175 0.054974455406298486 -0.033288471833357279 0.057152874001203793 -0.039348603666918086 -0.083645182804742924 -0.024305099173673184 -0.046561109284931873 0.017501924332328042 0.053111635052243103 0.090270565862976937 0.0036411301310121701 -0.080012724309414474 0.061504217122765319 -0.071998288247270392 0.071605309675821835 -0.083023993409463426 0.05656925730552869 -0.013080088781954706 0.044665483135635224 0.013119084941403332 -0.00039739596621189439 -0.10307519236327155
leaf_weight=0.32436485920219027 0.054191242093111214 0.030900558456778526 0.035854616211507984 0.13253804673831837 0.036186037424386086 0.040231287821974604 0.16501018722556171 0.17004640864070086 0.14603230514694587 0.27831940233409147 0.34472641939873971 0.1607724454522671 0.15955254586515366 0.11774713779283275 0.21638655825907349 0.15483796808371153 0.13524258276322576 0.15674760599415538 0.34348144822251925 0.17054880420147356 0.12247416511650044 0.18015255081081705 0.20907417894341052 0.14949539307281157 0.18159638508222997 0.099569229716621521 0.27787736602476798 0.067563531809471722 21.79236808236228 0.11411659485179371
leaf_count=111 15 1 9 51 23 120 13 21 25 35 42 19 44 45 33 24 35 17 33 67 39 34 7 22 16 51 17 22 1880 29
internal_value=-7.60551e-05 -0.0186522 -0.00226965 -0.0153164 -0.000332043 -0.0490241 0.00015751 0.00684294 -0.016064 0.0138752 0.00942373 0.0143657 0.00112248 -0.0129592 -0.00094807 0.00720806 0.0111477 0.0541092 0.00271993 -0.00966093 0.00540415 -0.00479046 0.0197283 -0.0183634 0.015313 0.0319043 0.0219876 -0.000505435 -0.000889068 -0.0598647
internal_weight=26.568 0.329902 0.275711 0.24481 0.208955 0.0764173 26.2381 3.7233 0.874544 2.84876 2.68375 2.40543 0.704498 0.558465 22.5148 2.0607 1.89993 0.311586 1.58835 0.966988 0.796439 0.673965 0.493812 0.284738 0.398913 0.281166 0.621359 22.2984 21.974 0.18168
internal_count=2900 219 204 203 194 143 2681 606 202 404 391 356 181 156 2075 314 295 41 254 204 137 98 64 57 112 67 50 2042 1931 51
is_linear=0
shrinkage=0.1


Tree=398
num_leaves=31
num_cat=0
split_feature=0 3 3 3 1 1 3 4 0 4 2 4 1 1 2 4 2 1 0 0 2 0 2 3 3 2 0 0 0 0
split_gain=0.0110552 0.0662426 0.0302559 0.035021 0.0222241 0.0619217 0.0503149 0.0443063 0.0471342 0.0624714 0.0201218 0.0658597 0.142631 0.132752 0.0960006 0.120784 0.106022 0.120619 0.171548 0.0899823 0.126405 0.0929178 0.0762862 0.087121 0.158298 0.0741868 0.114423 0.232434 0.0851352 0.156728
threshold=71.249517373150013 -0.23472499999999999 -0.15684499999999998 -1.0000000180025095e-35 57.960468834350003 59.74022811670001 0.08708500000000001 42.049402686800001 71.340924949550015 48.852845034800005 -0.065399999999999986 42.280042771400005 62.106071271500007 62.132955852800002 -0.054494999999999995 41.169697216150006 -0.044409999999999998 61.82916008405001 85.872041144650012 90.337570099350003 -0.022239999999999999 91.144107538500023 0.15675000000000003 0.076080000000000023 0.084795000000000023 -0.033594999999999993 86.866770652900016 87.29692395375001 89.872466842800023 93.442739239950015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 7 6 -6 -2 -9 -10 -7 14 -13 -14 15 -12 -16 -18 -19 20 -15 -21 23 -20 -25 -26 -27 -28 -29 -30
right_child=4 2 3 -5 5 10 -8 8 9 -11 11 12 13 19 16 -17 17 18 22 21 -22 -23 -24 24 25 26 27 28 29 -31
leaf_value=-0.10225503402442618 0.049671876954637241 0.070802542832008195 -0.10118038388198534 0.022246639683765352 0.0058784793618994365 -0.0019405370802582857 -0.10271589245900765 0.033625891095735862 -0.10223241849110475 0.015514775794218054 0.010009052054841407 -0.081721508494814077 0.085686158098861209 0.016322063765632021 -0.039007820154975809 0.072743340701504108 0.068668097408967788 -0.057767463521132836 -0.01352959016189538 0.10088926972631547 -0.10780654275128752 -0.0070435521457517108 -0.011285946029710022 0.084049449782156019 -0.028423728831688547 0.061204736070077939 -0.098283546477075809 0.086753340793204764 -0.067666261144581269 0.034778673470888317
leaf_weight=0.071057774490839165 0.26577732224905304 0.05880364749191358 0.034553093189742867 0.0686843855082796 0.071230507459861481 16.75257955458979 0.10639524276234624 0.16790887177921832 0.085186438165578693 0.095655104843899608 0.87429568888967402 0.2645698129217634 0.15516348439268757 0.14078261431131978 0.55881529869111446 0.47290299599990249 0.29736496787517719 0.42350458157704896 0.71643458552915751 0.09114828002361719 0.19661077185256182 0.63845571437535753 1.3349878543981146 0.39561978418035471 0.33033768877430691 0.54625132270393839 0.18144294281955797 0.18097639782354213 0.19410616380628198 0.64747325286954638
leaf_count=65 39 17 51 13 21 1671 30 7 35 8 44 47 6 13 33 15 15 40 67 8 37 203 208 42 14 29 5 12 8 97
internal_value=-7.17802e-05 -0.0217533 0.0135481 -0.0190638 0.000121221 -0.000330396 -0.059168 0.0189137 -0.00452663 -0.0399507 8.11638e-05 0.00400059 -0.0151506 -0.000739522 0.00798027 0.0320305 0.00240102 0.00680988 0.00309468 -0.0133076 -0.056012 0.00644033 0.00878759 0.0171812 0.0260667 0.0150414 0.0232449 0.00602266 0.0245308 0.0111503
internal_weight=26.4191 0.233099 0.162041 0.103237 26.186 25.5714 0.177626 0.614528 0.34875 0.180842 25.3938 8.64124 1.48673 1.22216 7.15451 1.3472 5.80731 5.2485 4.95113 1.067 0.337393 0.729604 4.52763 3.19264 2.47621 2.08059 1.75025 1.204 1.02256 0.841579
internal_count=2900 146 81 64 2754 2665 51 89 50 43 2614 943 314 267 629 59 570 537 522 261 50 211 482 274 207 165 151 122 117 105
is_linear=0
shrinkage=0.1


Tree=399
num_leaves=31
num_cat=0
split_feature=4 3 1 4 4 4 0 3 0 1 2 1 0 4 0 0 3 3 1 1 3 3 3 4 3 4 4 3 2 2
split_gain=0.0127495 0.0469274 0.0292716 0.034496 0.0267461 0.0224061 0.042702 0.0750556 0.0882366 0.035144 0.0521417 0.0245923 0.102331 0.0498993 0.067911 0.0580558 0.0377467 0.028008 0.0382485 0.0739753 0.0455048 0.0426323 0.0365393 0.0638194 0.0587688 0.0761777 0.0510761 0.0913748 0.0320201 0.127013
threshold=32.785955158400007 -0.22588499999999997 59.124571204850007 30.509590007400003 29.904643970450003 35.461062230100005 89.219171517050015 0.10575500000000003 90.337570099350003 71.787208999250012 -0.117115 61.614083433650009 82.401241698250018 39.468990633150007 76.591483678350016 73.913779380400015 0.093295000000000031 -0.2485 62.014663695050011 62.197478847950002 -0.27223499999999995 -0.25276999999999999 -0.11050499999999999 41.621607100200002 -0.21013499999999999 47.673928029900004 40.305698932850007 -0.21013499999999999 -0.11808 -0.11131999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -2 8 -8 -10 -11 12 13 -7 15 -15 -14 18 -13 -20 -21 -22 23 26 -25 -26 27 -19 -24 -30
right_child=5 2 3 -5 -6 11 7 -9 9 10 -12 17 16 14 -16 -17 -18 22 19 20 21 -23 28 24 25 -27 -28 -29 29 -31
leaf_value=0.067389664914061204 -0.022861952745462096 0.046260251340076032 -0.10039154959568899 -0.10301019927562381 0.068903318362441152 -0.049428523393858753 0.094415867142998655 -0.021130442984536656 0.037804262124558313 0.038871613149540143 -0.10162433462352212 0.022773685675798058 -0.10330311720896726 0.001779377962673476 0.048309666597689691 -0.10190956903007083 -0.031880473177512032 -0.055107794010179782 -0.1039479653365689 -0.072912842079680643 0.031733023128530012 -0.042395712610423679 0.0074337029149568372 0.026556881241117575 -0.090291040444066842 0.021916043313102509 0.064846016492419375 0.059519536854409638 -0.048648442662946857 -0.00041293315660426632
leaf_weight=0.04316715896493406 0.22722533578235271 0.026273300155026269 0.014609598434105031 0.092299739832540251 0.025832810956210039 0.15862277902488375 0.22715393244288862 0.22741301381160639 0.18025685769680422 0.050391811604800552 0.055517960997011784 0.16592122160364908 0.13927358113335231 0.42519022830475706 0.31301572039592429 0.061853715459392333 0.15787403983995318 0.12702551027678055 0.11338063445873559 0.098496663065134271 0.21075632657129972 0.12278013910918162 4.5626813849172043 0.24046675484532898 0.14304562928111864 0.10485547429243525 0.35173464901163243 0.15367442812067966 0.56422718370089242 16.806969867592759
leaf_count=56 34 10 54 38 10 30 12 18 13 25 42 12 30 148 39 24 12 24 10 57 42 17 633 67 43 28 24 22 31 1295
internal_value=-6.23171e-05 -0.0250768 -0.0501783 -0.0692661 0.00774648 0.000132278 0.0150607 0.0266937 0.0478809 0.0109423 -0.0347764 -0.000445219 -0.0140833 0.00180903 0.0119676 -0.0113889 -0.0653564 0.000275435 -0.0192682 -0.0320578 -0.0131913 0.00444504 0.000878439 0.0184898 -0.00866493 -0.0428305 0.0394588 0.00764708 -2.14878e-05 -0.00197965
internal_weight=26.192 0.202183 0.159015 0.132742 0.0404424 25.9898 0.967959 0.740734 0.513321 0.286167 0.10591 25.0218 1.25583 0.958682 0.80006 0.487044 0.297148 23.766 0.711335 0.545414 0.432033 0.333536 23.0547 1.1208 0.488368 0.247901 0.632435 0.2807 21.9339 17.3712
internal_count=2900 168 112 102 64 2732 144 110 92 80 67 2588 283 241 211 172 42 2305 138 126 116 59 2167 208 138 71 70 46 1959 1326
is_linear=0
shrinkage=0.1


Tree=400
num_leaves=31
num_cat=0
split_feature=2 4 0 0 1 2 2 2 2 0 1 0 0 0 0 2 2 0 1 4 2 1 4 4 1 4 3 1 1 4
split_gain=0.011808 0.0335974 0.0152967 0.0507036 0.0371274 0.075265 0.0821654 0.0915618 0.0908817 0.0839564 0.0725776 0.123091 0.0411606 0.0919469 0.0389272 0.0346525 0.0488303 0.074485 0.0476771 0.0403639 0.0455565 0.108051 0.0602751 0.0663079 0.0510084 0.101776 0.0422882 0.0346538 0.0537661 0.0252066
threshold=0.68694500000000025 40.421032462050007 97.835679825150024 97.550703263350016 78.220689305400015 -0.59681499999999998 -0.08756499999999999 -0.094344999999999998 -0.13820499999999999 98.615332683000005 73.865387134100004 101.06989495610001 98.615332683000005 99.378854792050006 100.37896121655002 -0.61225999999999992 -0.59681499999999998 101.15323715815002 78.433077497700012 37.186372654950006 -0.079074999999999993 82.570614560500005 42.428475018400007 45.027406014450008 81.524804347700012 44.710446918150005 -0.15148999999999999 86.858705278550005 87.184008712350007 49.39887334565001
decision_type=2 2 2 2 2 2 2 2 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 -4 7 8 9 -7 -8 -12 -6 -14 -15 -16 -17 -18 -19 -20 21 26 -23 -24 -22 27 -21 -26 -29 -11
right_child=1 -3 4 -5 12 6 10 -9 -10 29 11 -13 13 14 15 16 17 18 19 20 24 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=1.6859200473815854e-05 0.066096873197382333 -0.016698124606765643 -0.10423070665442197 0.033976764321785535 0.088936987344272314 0.054900024333343102 0.034983836332523686 0.088479317234263291 -0.10412700672386202 -0.1010930282310854 -0.10396200822428621 0.01800806255107407 -0.10286284793970824 0.034000983754299587 -0.10109194782618505 0.065951221366402649 -0.065438895556702001 0.069956301452262296 -0.10088806808578391 0.0041612787106197436 0.043859928963556664 0.068844939988654388 -0.1010818313565004 0.013732170505105435 -0.10124070528470307 0.06025594337703926 -0.083090220280387442 0.10092176892245595 -0.10069863498627565 0.0059943522216983824
leaf_weight=22.036657750723528 0.097288096520528167 0.09876894532226288 0.10084103163126201 0.44859846455074048 0.051525048387702888 0.18833317867938604 0.094211935266685254 0.12654639518586919 0.080377354871416173 0.058579179287789884 0.24800539672469313 0.12416533202667779 0.08601059309421577 0.33335103610807015 0.035416783054135981 0.10213424915468849 0.18340529763508806 0.096730174729600438 0.040585745335021239 0.07301611767616123 0.37175921699963443 0.1417445905655228 0.063412605951235435 0.2432708629322633 0.099565256370851785 0.10839893218304653 0.23220069337577387 0.026140553876757622 0.026772361525026156 0.035181564044705738
leaf_count=1758 19 25 14 30 4 20 19 9 17 40 62 14 8 25 28 24 29 7 160 8 34 130 47 106 56 55 69 1 65 17
internal_value=-6.20914e-05 0.0243867 -0.000247471 0.000694386 -0.00652858 -0.0220653 -0.0133929 0.0152463 -0.0103209 0.0164074 -0.043422 -0.0632698 0.000558848 -0.00145257 0.00255236 -0.0031311 -0.00121335 -0.00523198 0.00201552 -0.00259032 0.000287512 -0.0163215 0.0149169 -0.0100078 0.0200734 -0.0138232 -0.0622173 -0.0664872 -0.00109216 -0.0609109
internal_weight=26.053 0.196057 25.8569 22.4853 3.37168 1.05624 0.9554 0.489018 0.362471 0.282094 0.466383 0.372171 2.31544 2.26392 2.1779 1.84455 1.80914 1.707 1.5236 1.42687 1.38628 0.753645 0.448428 0.306683 0.632636 0.260877 0.305217 0.152478 0.0529129 0.0937607
internal_count=2900 44 2856 1788 1068 212 198 103 94 77 95 76 856 852 844 819 791 767 738 731 571 360 283 153 211 177 77 122 66 57
is_linear=0
shrinkage=0.1


Tree=401
num_leaves=31
num_cat=0
split_feature=4 0 0 4 0 4 4 4 3 2 3 1 3 0 3 3 1 2 4 3 1 4 4 0 3 2 3 0 0 3
split_gain=0.011807 0.046294 0.0944246 0.0843846 0.047484 0.0437608 0.0771009 0.0549923 0.106578 0.0771778 0.0547042 0.0496988 0.0726814 0.178498 0.0649411 0.120119 0.0428795 0.0691291 0.0409966 0.0267895 0.0244272 0.0527487 0.0423457 0.0415445 0.0376628 0.0329771 0.028728 0.0223897 0.0204813 0.0386854
threshold=43.162556114600001 96.249489528150022 97.32487278035002 43.245737185650007 97.671683879200017 43.411469133450005 44.527357125550004 48.008184682100008 0.076080000000000023 -0.098345000000000002 -0.21013499999999999 64.654729579150015 0.086520000000000027 86.280686780500005 0.083185000000000023 0.082325000000000023 80.468240302450013 -0.22573999999999997 43.104429861650011 0.082620000000000013 81.898500027850005 44.710446918150005 46.177190236600005 110.99299391555002 0.075065000000000021 -0.088099999999999998 0.079235000000000014 91.625341543800019 103.44649194340002 0.090720000000000023
decision_type=2 2 2 2 2 2 2 2 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 -2 -4 -5 11 9 -9 10 -8 12 13 14 15 -7 17 -6 28 -11 -18 -22 -23 24 -24 -25 -26 -10 -1 -30
right_child=1 2 4 5 16 6 7 8 27 19 -12 -13 -14 -15 -16 -17 20 -19 -20 -21 21 22 23 25 26 -27 -28 -29 29 -31
leaf_value=-0.00014684044163162349 0.083699851416383697 -0.084036206389241877 0.080998494702571602 -0.030421698581571247 0.053142774076185444 -0.10376388938851087 0.028005491962906401 -0.014367009648594132 0.099104029049107631 -0.015463389141184206 -0.087434740837938008 0.069828756690270111 0.052215285061887266 -0.092126304872200152 0.059602715641848075 0.06539568872520693 0.044506544119195128 -0.088216325514098276 -0.045055771469883904 0.064445953292188246 -0.075640190894265102 0.067120612486649495 0.083616421009240424 -0.10143516819587131 -0.073409306104510214 0.006396043897923304 0.028755999019194768 0.033806797743022254 -0.010291678433231121 -0.10189990140306199
leaf_weight=21.465856719262487 0.15334175164753094 0.15928622742285348 0.066487198520917445 0.27426377833126059 0.047229982558746997 0.083828510395051348 0.050049130756520732 0.51146106963642524 0.11741859835456125 0.098423178149686263 0.22828216910468768 0.24045880477592607 0.40317812569264788 0.16290632355958223 0.2799662330216961 0.084082936868071556 0.12744527030554309 0.12931721453787759 0.20886132267972257 0.073122808926768812 0.086111807030050613 0.099590873205443131 0.063675690529635176 0.065857644505626922 0.04603285309713101 0.049812520306588226 0.068449274011072703 0.094996616236130649 0.29903335809761467 0.05449886887066091
leaf_count=1598 13 24 7 35 22 50 41 64 9 28 61 50 26 11 13 3 14 72 33 23 39 15 8 48 46 57 10 36 323 121
internal_value=-6.76348e-05 0.00503021 -0.013379 0.0115365 -0.00013837 0.00744176 0.0117185 -0.00670295 0.0103609 -0.0341596 -0.0666764 0.0289553 0.0192622 -0.00249011 0.0301132 -0.0190559 -0.00702338 -0.0503999 -0.000962103 0.0185986 0.00559327 -0.00474875 0.010768 -0.00833228 0.021966 -0.0549984 -0.0123243 0.0699017 -0.000540026 -0.0244136
internal_weight=25.8933 3.86508 1.0093 2.85578 0.85001 2.70244 2.42817 1.17375 0.723876 0.449877 0.278331 1.25442 1.01396 0.610784 0.447878 0.167911 0.783523 0.176547 22.0283 0.171546 0.606976 0.479531 0.393419 0.293828 0.178158 0.11567 0.114482 0.212415 21.8194 0.353532
internal_count=2900 825 362 463 338 450 415 262 109 153 102 153 103 77 66 53 331 94 2075 51 237 223 184 169 64 105 56 45 2042 444
is_linear=0
shrinkage=0.1


Tree=402
num_leaves=31
num_cat=0
split_feature=2 4 3 2 2 3 2 0 0 2 1 0 2 4 1 1 0 0 4 1 1 1 0 3 3 4 3 3 4 4
split_gain=0.0112385 0.0290085 0.0141032 0.0870346 0.133203 0.0747614 0.0518313 0.0445892 0.0368427 0.0225841 0.0652656 0.0830041 0.067058 0.0466242 0.0642939 0.0847725 0.0613714 0.123116 0.0570258 0.145338 0.145269 0.113555 0.148843 0.111829 0.0931675 0.147864 0.0478878 0.0529918 0.0905379 0.0455293
threshold=0.68694500000000025 41.43512228960001 0.11614000000000002 -0.033594999999999993 -0.088099999999999998 0.11308000000000003 0.056285000000000009 87.735142629050017 91.144107538500023 -0.016334999999999999 60.474177186300004 84.95796538030001 -0.012769999999999998 37.663157789700008 65.727424373200009 68.579878449600017 93.262612545250008 95.429509798400019 39.646013290900008 61.944763783650011 62.014663695050011 62.132955852800002 89.057864029250013 0.070195000000000021 0.090720000000000023 41.061442884200012 0.088005000000000014 0.083795000000000022 42.178283198950005 37.186372654950006
decision_type=2 2 2 2 2 2 2 2 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 7 9 -5 -4 -9 -1 -11 -12 -13 14 -14 -16 -17 -18 -15 -20 -21 -22 -23 -24 26 -26 27 -25 -29 -19
right_child=1 -3 3 6 -6 -7 -8 8 -10 10 11 12 13 18 15 16 17 29 19 20 21 22 23 24 25 -27 -28 28 -30 -31
leaf_value=0.00099907713349412538 0.059654001414429815 -0.018621780643629123 -0.023104694320287195 0.070317219739928424 -0.070719725403775538 0.048291733251928717 0.0016659038641231188 0.054736361059230056 -0.0052441212703238788 -0.07795332628705319 0.09444661129036061 -0.071598591592321223 0.092859413053622525 -0.037293758742755562 -0.074791095973483795 -0.032318105120439894 0.096139571254080111 -0.057708006724179209 0.095712428445652295 -0.092364800115515025 0.075642614341619813 -0.10272811048630777 -0.05944556006242812 0.055086331638788767 -0.10700519244140605 0.02945572914780345 0.083254379964097514 0.08636114657258781 -0.10215100348101576 0.076094770886498034
leaf_weight=20.141616497263236 0.10424603912510022 0.086737537365479511 0.42295178622498486 0.17712550207943367 0.39651453536237102 0.32132473000865402 0.29008575115125268 0.19447790179401636 0.21631236599599957 0.12770096508351114 0.081701006031892454 0.15586604095733569 0.099563480354845635 0.61222347343559524 0.10646441299468279 0.13876088336110115 0.20344947151897941 0.10644059560316488 0.14048950579649488 0.19031369089498174 0.17688812466963089 0.15184947224607004 0.22540697269630505 0.17297197982536261 0.12483973655510994 0.21817726380294289 0.21391691682902092 0.04001741557033256 0.070117965253942316 0.03341417871251906
leaf_count=1986 21 23 33 22 43 30 35 8 40 100 19 12 8 78 6 5 12 80 10 13 16 20 63 67 17 44 26 21 35 7
internal_value=-6.3857e-05 0.0241041 -0.000244503 -0.00905154 -0.0230057 0.000382225 0.0276925 -0.000313679 0.0231521 -0.000271964 -0.00782256 -0.00507781 -0.00763386 -0.00433835 0.0185412 0.0059685 0.0238043 0.0464885 -0.0110742 -0.00176857 -0.0104117 0.000775319 -0.0101038 0.00309716 0.0198792 -0.0202087 0.0475454 0.0205637 -0.0336556 -0.0257398
internal_weight=25.742 0.190984 25.551 1.69747 1.23026 23.8535 0.467211 0.833742 0.41079 23.5322 3.39057 3.26287 3.18117 3.02531 0.688093 0.58853 0.482065 0.343304 2.33721 1.72499 1.5845 1.39419 1.2173 1.06545 0.840041 0.343017 0.497024 0.283107 0.110135 0.139855
internal_count=2900 44 2856 181 124 2675 57 81 48 2645 659 559 540 528 118 110 104 99 410 332 322 309 293 273 210 61 149 123 56 87
is_linear=0
shrinkage=0.1


Tree=403
num_leaves=31
num_cat=0
split_feature=4 2 2 4 0 1 0 1 0 3 1 0 4 4 4 0 4 3 1 1 3 3 3 4 4 2 4 0 0 3
split_gain=0.0112201 0.0410144 0.046762 0.0218362 0.040118 0.104925 0.0988564 0.0473975 0.0278256 0.0617535 0.0194266 0.0976628 0.0429437 0.0645296 0.050672 0.0533226 0.0510733 0.0229494 0.0335998 0.0684841 0.0398005 0.0339425 0.0330158 0.0709609 0.0892422 0.0476622 0.0246881 0.0224037 0.0970858 0.0907827
threshold=32.785955158400007 -0.10710499999999999 -0.055714999999999994 35.461062230100005 89.528344202050008 65.727424373200009 92.031298721500022 69.563854125350005 97.835679825150024 0.11467000000000002 61.614083433650009 82.401241698250018 39.468990633150007 41.902916368500009 48.680511450650009 71.144667506050013 44.921040431000009 -0.2485 62.014663695050011 62.197478847950002 -0.27223499999999995 -0.25276999999999999 -0.15959999999999999 40.305698932850007 41.289992964000007 -0.16187499999999996 44.215931556700006 86.232294534150014 86.280686780500005 0.10461500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -8 -9 -10 11 12 -5 -14 15 16 -15 18 -12 -20 -21 -22 23 -19 -25 26 -26 29 -29 -24
right_child=3 2 -4 10 5 6 7 8 9 -11 17 -13 13 14 -16 -17 -18 22 19 20 21 -23 27 24 25 -27 -28 28 -30 -31
leaf_value=-0.10180533360523154 -0.0099702617213102938 0.055926878903031434 -0.062333326824863561 -0.046229032421915651 0.10093860361998075 -0.087870839776706733 0.1009059525475893 0.036892182342593144 -0.10090510617397588 0.072883672955921769 0.021340097143187488 -0.064883669868878266 0.057943761277505085 -0.10068601493556242 0.016380774184852381 -0.0801649407826725 0.098138109339159355 -0.045153613646203204 -0.10357776449457015 -0.070674205554260697 0.02881993469405434 -0.038753831823029605 0.011638279905268526 0.086261728213150132 0.092831511023541244 -0.022647148423581127 0.014267104808201781 -0.064909680561642855 -0.0008383314205407512 -0.023757842372115718
leaf_weight=0.050158508691774628 0.37567124415227482 0.076170322266988721 0.059597168249881372 0.15033055899039272 0.1588941216468811 0.089273436344228685 0.074891097843647003 0.1387939793876285 0.054118203844350177 0.032862113569919416 0.16517127334374038 0.2774604646161265 0.22062191227405492 0.019164561960451465 0.36137824626348447 0.13959992148676292 0.039649604839382846 0.13170382382715118 0.10265504603739828 0.090998416981165064 0.20439317555928938 0.11681903369026259 4.3523721350081379 0.22271445105434395 0.070412184111773968 0.22741104148735758 0.092598236142748647 0.23997191258240747 16.338052206509456 0.86931349533324453
leaf_count=86 38 24 58 30 9 9 3 14 62 9 12 42 33 79 32 57 10 29 10 57 42 17 287 16 8 48 33 12 1654 80
internal_value=-5.69762e-05 -0.024533 0.00401479 0.000122488 0.0152083 0.0324428 0.00453186 0.031968 0.00910078 -0.0352458 -0.00044834 -0.0128111 0.00271202 0.0121395 -0.0059126 -0.0465163 0.0333514 0.000194805 -0.0179047 -0.0304946 -0.0122943 0.00424459 0.00074076 0.0214438 0.0357492 0.00693447 0.0482029 3.33908e-05 -0.00176578 0.00574548
internal_weight=25.5432 0.185926 0.135767 25.3573 0.924504 0.548833 0.389939 0.300665 0.225774 0.0869803 24.4328 1.20821 0.930745 0.780414 0.559792 0.198414 0.0588142 23.2246 0.680037 0.514866 0.412211 0.321212 22.5445 0.74484 0.613136 0.390421 0.16301 21.7997 16.578 5.22169
internal_count=2900 168 82 2732 144 106 97 88 85 71 2588 283 241 211 178 146 89 2305 138 126 116 59 2167 134 105 89 41 2033 1666 367
is_linear=0
shrinkage=0.1


Tree=404
num_leaves=31
num_cat=0
split_feature=2 1 4 4 1 1 1 0 1 2 1 2 2 2 4 3 4 3 3 2 1 2 3 0 1 1 2 1 4 3
split_gain=0.0118341 0.0698919 0.0738549 0.149035 0.102389 0.149884 0.144037 0.149164 0.140395 0.102648 0.125344 0.0890973 0.194544 0.167811 0.0680901 0.102657 0.0679795 0.075028 0.122868 0.116797 0.103284 0.0770186 0.0593536 0.0521125 0.0548666 0.0394636 0.234128 0.117043 0.112379 0.106678
threshold=-0.062629999999999991 61.409760615700009 41.028010303750008 41.061442884200012 61.82916008405001 61.917879202350001 63.910026677050006 86.280686780500005 65.461267018300006 -0.026349999999999998 70.865067860500019 -0.060760000000000002 -0.031989999999999998 -0.024989999999999998 39.995120105550008 0.090865000000000015 41.289992964000007 0.088395000000000015 0.099425000000000027 -0.016334999999999999 62.837331883000012 0.022230000000000003 0.099780000000000021 95.762878606550018 82.987325570650015 68.961639504150014 -0.069554999999999992 68.214248143850014 38.238138001450004 -0.22253999999999999
decision_type=2 2 2 2 2 2 2 2 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 4 -4 -3 -6 7 -7 -8 10 -10 -5 22 -14 -11 -16 -15 19 -19 -18 -20 -21 -13 -23 -25 27 28 -1 29 -27
right_child=1 2 3 11 5 6 8 -9 9 14 -12 12 13 16 15 -17 17 18 20 21 -22 23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-5.4459308075185488e-05 -0.050679763001953183 0.075064628684549162 -0.11473044836119067 0.061802690058848857 -0.057743597468038421 0.015334162298047843 -0.074815774630405577 0.092062500835376093 0.070248876468964466 0.0042778502606901558 0.002716161728806751 -0.020353206508113855 0.06387437198840494 0.047763931629757589 -0.00051230226357947483 -0.10660579790353507 0.07389015108379958 -0.088887160267056661 -0.044719115599834637 -0.10210122294296187 0.054121691144937381 -0.049735913469276513 -0.086971699933354324 0.052245174166407116 -0.059060823565985632 0.072741260972427182 -0.10687173671427484 0.058208946394193897 0.00030568729880995618 -0.072669452290682876
leaf_weight=11.848153562818183 0.23382988369141511 0.24775694962590922 0.12475191731937263 0.19709103461355004 0.31277240116469318 0.63499904595664636 0.21456978461719733 0.42158027517143637 0.4970023050555028 1.4300850546229384 0.61483482345420271 0.22330563326340858 0.40719138218810336 0.19169615237706095 0.22555639008275119 0.15311659843791858 0.19355608047044426 0.2870944490818772 0.26144878414652339 0.089008245287799714 0.17749410180874747 0.13304196719130346 0.33343413295642677 0.19867874864428359 0.056989771266779954 0.058335365877269396 0.23220710273221712 0.35512262830343466 4.675578351549694 0.37335435488314583
leaf_count=775 119 12 4 6 9 35 20 30 21 237 51 26 27 19 39 17 15 66 28 19 34 63 29 44 60 31 31 23 788 222
internal_value=-5.14974e-05 0.00317278 0.00482379 -0.00782822 0.0124773 0.00903492 0.0140177 0.0459491 0.0032565 0.0089923 0.032904 -0.00297872 -0.00797995 0.00659853 -0.00570611 -0.0434113 -0.00807869 -0.0157397 -0.0380208 0.00835905 -0.00475114 -0.018192 -0.0602513 0.00102179 0.0274345 -0.00149629 -0.00866662 0.00164104 -0.00420162 -0.0530197
internal_weight=25.4036 7.86089 7.62706 2.87478 4.75227 4.50452 4.19174 1.05658 3.13516 2.9206 1.11184 2.75003 2.55294 1.9962 1.80876 0.378673 1.58901 1.39731 0.726037 0.671275 0.438943 0.477719 0.55674 0.38871 0.255669 17.5428 5.33948 12.2033 5.10727 0.43169
internal_count=2900 1030 911 440 471 459 450 65 385 365 72 436 430 375 293 56 348 329 128 201 62 186 55 167 104 1870 1072 798 1041 253
is_linear=0
shrinkage=0.1


Tree=405
num_leaves=31
num_cat=0
split_feature=3 3 0 0 0 4 3 3 0 1 0 2 4 2 2 2 2 2 4 0 4 3 4 3 4 2 3 3 3 1
split_gain=0.0125799 0.0927215 0.162873 0.150817 0.144841 0.107387 0.0796534 0.130732 0.0781183 0.178341 0.0733747 0.0692246 0.0570825 0.129308 0.106458 0.12819 0.0737035 0.0718742 0.0716388 0.139998 0.0697442 0.0658449 0.088885 0.0652401 0.0694496 0.0610303 0.237594 0.19356 0.115323 0.248874
threshold=0.090225000000000014 0.088165000000000021 87.29692395375001 88.232507383150008 86.20003303655001 40.922041107600009 0.090865000000000015 0.091385000000000022 93.972365491700018 75.922057603850007 96.249489528150022 -0.082509999999999986 39.852039223600009 -0.057185 -0.11808 -0.12350999999999999 -0.044409999999999998 -0.59681499999999998 38.828362408050005 89.057864029250013 35.818873074050011 0.087405000000000024 41.941595803500007 0.085715000000000027 38.828362408050005 -0.10282499999999999 0.083185000000000023 0.084535000000000013 0.086655000000000024 72.303392960300016
decision_type=2 2 2 2 2 2 2 2 2 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 4 -4 -3 8 11 -8 -5 -10 -7 -2 13 14 15 23 -15 -14 19 -16 -18 25 -23 24 -1 26 -19 -27 29 -29
right_child=6 2 3 5 -6 10 7 -9 9 -11 -12 -13 17 16 18 -17 20 21 -20 -21 -22 22 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-0.039074172200440849 -0.0012729154405574251 -0.00077447887161227096 0.10285358820677987 0.078897474960742536 -0.10699551225161888 -0.104670060084047 -0.05192263606911534 0.0023336486217422361 -0.10442574729335151 0.067938309196319782 -0.015944714166995 0.054734964281573241 -0.1061249034957088 0.076793445195552978 0.041882078076752753 0.10085192686409994 0.054973563546258299 -0.0075445515063182703 -0.10366623867691865 -0.075497498977547012 -0.0081554598504176568 -0.0081060054251226449 0.046823775265526453 -0.10530910913181438 0.029923487810295968 0.0074548760568561917 0.054401099752237947 -0.082362449094442514 0.0065519641821413475 0.034787445884634935
leaf_weight=0.3517864365740202 0.38417691988689739 0.20125924086573899 0.12384121865034103 0.14562305901199579 0.3544692249270156 0.16233221892980509 0.46446806114948813 10.127937271157251 0.11428354548843345 0.12644494461279265 0.21888817465810462 0.5185402129270632 0.058302088680412534 0.14853698657452685 0.15141353271610591 0.097157097385661473 0.20985205168799126 1.7782709822867473 0.24677439974038862 0.30891710491712843 1.0538904408010692 0.46800219341821481 0.79500929297387302 0.082472213743756129 0.24923779866730911 3.7937947536523655 0.94993219179252708 0.76090356607005538 0.44943080240656741 0.23808118313822568
leaf_count=189 21 39 2 8 16 22 36 906 18 29 37 25 17 10 8 6 61 495 15 51 106 24 34 16 35 476 52 59 38 49
internal_value=-5.22609e-05 -0.00210614 -0.0260381 0.000450615 -0.0685271 -0.0160712 0.00238465 -4.54438e-05 0.0210834 -0.0138899 -0.053726 0.0308992 0.000734543 -0.0115134 -0.0320868 -0.00662816 0.0101595 0.00455726 -0.0601935 -0.0368886 0.00232749 0.00525613 0.0264698 -0.0219061 -0.0104616 0.00189455 0.0140243 -0.00441812 -0.0355167 -0.0544429
internal_weight=25.134 13.6389 1.44714 0.891413 0.555728 0.767572 11.4951 10.5924 0.386352 0.240728 0.38122 0.902717 12.1918 2.90004 1.48776 0.780654 1.41228 9.29173 0.707105 0.460331 1.26374 9.23342 1.26301 0.683496 0.601024 7.97041 2.7282 5.24221 1.44842 0.998985
internal_count=2900 1912 171 116 55 114 988 942 55 47 59 46 1741 497 320 246 177 1244 74 59 167 1227 58 240 224 1169 547 622 146 108
is_linear=0
shrinkage=0.1


Tree=406
num_leaves=31
num_cat=0
split_feature=4 3 1 4 4 4 1 4 3 4 2 4 1 1 1 2 3 0 3 3 3 4 3 1 1 2 1 4 4 4
split_gain=0.0107504 0.0392455 0.028831 0.0262604 0.0208515 0.0202259 0.0652328 0.069639 0.0552037 0.0533532 0.202557 0.0476305 0.0368426 0.0838654 0.124505 0.123225 0.0244122 0.0240335 0.0554872 0.021257 0.0306851 0.0534144 0.0209304 0.0432004 0.0555871 0.0731982 0.0493577 0.035368 0.0338119 0.05133
threshold=32.785955158400007 -0.22588499999999997 57.129735272050006 30.509590007400003 29.904643970450003 36.514114975300011 69.64719632740001 34.997818021800008 -0.093074999999999991 37.020641110850008 -0.081169999999999992 37.360990606650006 66.318885161900013 65.630639880500027 65.111767461350013 -0.103615 0.088395000000000015 97.835679825150024 0.11467000000000002 -0.54481999999999997 -0.25765499999999997 39.530201452500002 -0.15684499999999998 61.614083433650009 57.960468834350003 -0.11911999999999999 61.409760615700009 48.680511450650009 40.305698932850007 40.878805547300004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 12 17 -9 10 -7 16 13 14 15 -2 -11 -8 -19 -13 21 -21 28 24 25 27 -26 -24 -22 -30
right_child=5 2 3 -5 -6 9 7 8 -10 11 -12 19 -14 -15 -16 -17 -18 18 -20 20 22 -23 23 -25 26 -27 -28 -29 29 -31
leaf_value=0.063903451799540115 0.046242125273603864 0.05236963806913119 -0.10030832239738266 -0.10244161483594316 0.064415670370367328 -0.094121651562012174 0.042449558913854685 0.018915453886243657 -0.10265806769049023 0.008590998572146109 0.021227435316463348 0.035019919574785494 0.05255992112483359 -0.034360684842759809 0.094120479409411109 -0.072742724188056315 0.079026391559296028 -0.10083125816636609 0.075925715446313768 0.024434125786701316 -0.03130505260615906 -0.060892261093456496 -0.10173229870117845 -4.6686571085222697e-05 -0.10196615515879588 0.046060566259529437 -0.020988046538886779 -0.00074014307855700874 0.071604759938977622 0.0098032559901322508
leaf_weight=0.038697235235019889 0.21402188409456357 0.02272210177034506 0.012167160250925679 0.07907699871741003 0.020858871480278651 0.27225856103421719 0.12834660569205869 0.05189478634201794 0.13326165215138819 0.08647009522349236 0.34533433593083174 0.16942441764241678 0.31115955929271877 0.26421550591476262 0.21407683298457414 0.14669913842590243 0.11418471161850619 0.043826265840234413 0.029860263141046062 0.11265743846526532 0.15535677616118704 0.21035209091769502 0.069594785821379901 19.9536142678941 0.13659273055407084 0.17330469538511906 0.16765779775596457 0.069113016841583885 0.15640414098743327 0.95490185763219415
leaf_count=56 35 2 57 43 10 34 11 7 70 30 26 47 18 11 12 16 18 52 8 21 29 90 39 1860 45 48 11 15 13 166
internal_value=-6.22711e-05 -0.0248658 -0.0503441 -0.0711631 0.00372951 0.000112087 0.0112192 -0.0242837 -0.068584 -0.000625613 -0.0296229 0.000169273 0.0231708 0.0122715 0.0337067 -0.002147 0.048673 0.0163159 -0.0292034 -0.000266596 -0.000536385 -0.0311326 -8.38005e-05 -0.000852066 -0.026929 0.00272848 -0.057343 -0.0514116 0.0123924 0.0185011
internal_weight=24.8581 0.173522 0.134825 0.112103 0.033026 24.6846 1.53736 0.38719 0.185156 23.1472 0.617593 22.5296 1.15017 0.839013 0.574798 0.360721 0.200655 0.202033 0.0736865 22.329 22.1595 0.32301 21.8365 20.5699 0.616263 0.312012 0.304251 0.138708 1.26666 1.11131
internal_count=2900 168 112 110 67 2732 240 148 77 2492 60 2432 92 74 63 51 48 71 60 2384 2337 111 2226 2018 158 102 56 54 208 179
is_linear=0
shrinkage=0.1


Tree=407
num_leaves=31
num_cat=0
split_feature=3 3 3 3 4 3 2 2 0 4 2 2 0 0 0 1 2 2 4 2 0 4 3 2 3 1 1 3 4 1
split_gain=0.0115887 0.0997191 0.065535 0.0775177 0.111599 0.064444 0.12584 0.0573448 0.0606051 0.0572351 0.0993054 0.10502 0.0718572 0.280312 0.186844 0.119563 0.126678 0.121202 0.164245 0.209797 0.108598 0.188649 0.0741798 0.0531423 0.0471122 0.056897 0.229541 0.206482 0.192803 0.155249
threshold=0.093295000000000031 0.094625000000000029 0.094415000000000013 0.093480000000000021 40.305698932850007 0.092290000000000025 -0.099224999999999994 0.20327000000000003 89.99344745865001 36.625813070500008 -0.092864999999999989 -0.071129999999999985 89.458444290650007 90.337570099350003 90.837623311600012 68.214248143850014 -0.011399999999999999 -0.058529999999999992 41.134354310300004 -0.60827500000000001 86.530713386650021 41.495754733000005 0.10332500000000001 -0.46029499999999995 0.091975000000000015 62.55235532115001 62.305017173150013 0.08784500000000002 41.169697216150006 63.910026677050006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 24 -7 9 -9 10 -3 -12 20 -14 -15 -16 17 18 19 -17 -11 -22 -20 -21 25 26 27 -1 -29 -27
right_child=1 7 -4 4 -6 6 -8 8 -10 12 11 -13 13 14 15 16 -18 -19 22 23 21 -23 -24 -25 -26 29 -28 28 -30 -31
leaf_value=0.0048838658115986401 0.060037008230366007 0.055905347763013091 0.074163449667303399 0.036630613932979575 -0.067124248658225999 0.025661283442439498 -0.089013979835037393 0.097303100748983407 0.011220680775775623 -0.01006129517538313 -0.087566998301058643 0.034902388960724118 -0.10563208147018813 0.084299866274938393 -0.10590400146294335 0.083279075829909482 -0.086203553693491031 0.045966129144822551 -0.024137781957696853 -0.023264658333056201 0.060274735423569474 -0.0095689159874140488 0.054700409553013932 -0.10388474953577131 0.031757670856944829 0.049431965466351035 -0.092035124795005099 -0.10730661384009124 -0.018200037156391791 -0.00014087006727363672
leaf_weight=5.0856291976367052 0.25471527545232575 0.4097248965144491 0.27898500209266786 0.23109842153588289 0.18800344255080859 0.16322180632682759 0.23129536531479367 0.11495625412408106 0.28344393036897397 2.746356042102434 0.12919807085761903 0.15286316975525505 0.32782640223558734 0.20614482322707761 0.13730916855638486 0.08994174705458069 0.18731449805370592 0.4270011203643661 0.19638349409896705 0.10813242215380758 0.72499968390911795 0.82882906102713605 0.30424387323029123 0.33527498689287039 0.43615132689143443 0.68753031263440778 0.31311450035718724 0.31699286036791807 1.0378348881340569 7.7859020197792592
leaf_count=488 11 52 11 37 31 21 35 12 50 182 24 24 13 11 15 9 40 28 41 26 30 28 30 75 24 44 11 23 72 1402
internal_value=-6.27367e-05 0.0028851 0.0334052 0.0165298 -0.00991242 -0.00165303 -0.0415699 -0.000886597 0.0360593 -0.00289975 0.0244694 -0.0211947 -0.00575992 -0.0199457 -0.00584239 -0.0162492 -0.00878057 0.00114597 -0.0173634 -0.0559771 0.00189207 0.0230194 0.0237742 -0.0842242 -0.000647618 -0.00157581 -0.00842281 -0.00435785 -0.0390486 0.00388145
internal_weight=24.7204 8.66275 0.952802 0.673817 0.419102 16.0577 0.394517 7.70994 0.3984 7.31154 0.691786 0.282061 6.61976 2.31957 1.99175 1.7856 1.64829 1.46098 1.03398 0.533349 4.30018 1.55383 0.500627 0.443407 15.6632 15.227 6.75357 6.44046 1.35483 8.47343
internal_count=2900 780 90 79 68 2120 56 690 62 628 100 48 528 288 275 264 249 209 181 110 240 58 71 101 2064 2040 594 583 95 1446
is_linear=0
shrinkage=0.1


Tree=408
num_leaves=31
num_cat=0
split_feature=3 3 0 3 3 4 4 2 2 3 2 2 3 0 4 4 4 4 4 3 4 2 2 3 4 2 3 0 3 1
split_gain=0.0113955 0.0745913 0.087945 0.0676958 0.105463 0.0599035 0.0540112 0.0938921 0.190189 0.176801 0.170726 0.161729 0.0762505 0.0694859 0.0592802 0.118807 0.0839165 0.0878479 0.189222 0.117398 0.0771811 0.0908239 0.11125 0.124633 0.102037 0.117877 0.0862439 0.0862187 0.147434 0.0856366
threshold=0.090225000000000014 0.089475000000000013 89.528344202050008 0.090865000000000015 0.091385000000000022 40.878805547300004 42.178283198950005 -0.083794999999999994 -0.08725999999999999 0.12424000000000003 -0.16030499999999998 -0.012769999999999998 0.094165000000000013 97.32487278035002 41.811877919650009 41.590548329450009 41.532441862050007 41.24714903835001 41.134354310300004 0.10419000000000002 41.028010303750008 -0.060760000000000002 -0.053019999999999991 0.094165000000000013 40.742467179200005 -0.069554999999999992 0.10211000000000002 89.738043936200015 0.098005000000000023 65.848404989100018
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 14 8 10 11 12 -9 -8 -14 15 16 17 18 20 -19 21 24 -23 -24 25 26 27 -6 -29 -28
right_child=3 2 -4 4 6 -7 7 9 -10 -11 -12 -13 13 -15 -16 -17 -18 19 -20 -21 -22 22 23 -25 -26 -27 29 28 -30 -31
leaf_value=-0.00077879282684118498 0.057061966215341181 -0.10398008190330543 -0.005312001462206257 -0.047705546414298958 0.047545224830739079 0.0048187677310858636 0.088678057600489663 -0.084249082065545058 0.071474153767016754 0.066977601999246753 -0.073222409647175954 0.021231158733155672 -0.068706677538827393 0.042507057277851978 0.029164367185826386 -0.061293999789380139 0.061738582636866726 -0.069111129476279315 0.0907799666175996 0.014982392546832016 -0.048510227843599624 0.071976185601635143 -0.069500623877106871 0.02061302656322396 -0.071118513138027958 -0.068519907562849397 -0.0025592624965961055 0.018688566006982071 -0.085122753903757828 -0.07427672942226686
leaf_weight=12.899527253999095 0.40634527188424741 0.15420959183575256 0.21809417375616746 0.44342175056135502 0.68260122666288114 0.47726224500632952 0.12674704274626691 0.54585763662453235 0.32015800054068655 0.13827217248126544 0.33309461291338494 0.19811801291254483 0.10323654510102642 0.123251290780928 0.95297793909412565 0.279577400186099 0.2529660635991603 0.36858491966268037 0.25756474374384186 0.30205472287343582 0.2753998429107013 0.36972502514254335 0.17113594879109451 1.4876144504081406 0.21546416614000907 0.23092274901682674 0.90691383526427671 0.81381107566115674 0.16445267196778879 0.20393874956679858
leaf_count=1857 21 20 35 36 31 25 11 62 8 19 50 46 20 21 57 26 9 30 16 15 14 19 32 136 18 17 39 92 26 92
internal_value=-7.24127e-05 -0.00205241 -0.0461807 0.00228407 -1.55157e-06 0.0288439 0.00215155 -0.0130468 0.00782794 -0.0368611 -0.0218617 -0.0561601 0.0265707 -0.00818583 0.00576881 0.00257587 0.00523978 0.00302399 0.00699936 -0.0312356 0.00309153 0.00580017 0.0223723 0.0113159 -0.00464575 0.00012422 0.00584323 0.0202694 0.00123719 -0.0157257
internal_weight=24.4233 13.2718 0.372304 11.1515 10.2679 0.883608 9.82444 1.88874 1.00649 0.882248 0.686329 0.743976 0.353235 0.226488 7.93571 6.98273 6.70315 6.45018 5.77954 0.67064 5.52198 5.24658 2.02848 1.65875 3.2181 3.00264 2.77172 1.66086 0.978264 1.11085
internal_count=2900 1912 55 988 942 46 906 237 110 127 102 108 52 41 669 612 586 577 532 45 516 502 187 168 315 297 280 149 118 131
is_linear=0
shrinkage=0.1


Tree=409
num_leaves=31
num_cat=0
split_feature=0 3 4 3 3 4 1 4 0 3 1 1 0 1 0 0 3 3 1 4 4 4 4 2 0 1 2 1 4 2
split_gain=0.011374 0.0579549 0.0602051 0.0321511 0.0151275 0.0543363 0.0218197 0.0474538 0.0469263 0.0790934 0.021175 0.0193833 0.0217659 0.0192206 0.0194361 0.0741023 0.0705021 0.105289 0.10485 0.153242 0.0632525 0.177057 0.162813 0.191113 0.168005 0.136774 0.0566061 0.152935 0.188242 0.130991
threshold=71.249517373150013 -0.23472499999999999 44.921040431000009 -0.54481999999999997 -0.25765499999999997 39.530201452500002 57.960468834350003 42.072181850200003 83.011521693850014 0.10790500000000001 61.928633034850002 60.474177186300004 80.828493691950015 61.614083433650009 86.232294534150014 86.280686780500005 0.10500500000000003 0.25847000000000003 61.93938686740001 41.134354310300004 40.380906245900007 39.468990633150007 41.966555987550002 -0.10282499999999999 85.839779647100016 61.971648364950006 -0.065399999999999986 63.910026677050006 42.297164883650005 -0.013805
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5 7 -6 9 11 -7 -8 -13 -10 16 -16 20 18 -18 -20 21 -15 25 -24 -25 -22 -17 28 29 -28
right_child=3 2 -4 4 6 10 8 -9 13 -11 -12 12 -14 14 15 26 17 -19 19 -21 22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.10209169235995777 0.046128855500974189 -0.10107787244624933 0.047576955925208511 0.013995053633125904 0.055548706591564072 -0.10313974660918923 -0.10206747283057288 -0.013423398460679196 -0.02629610246851042 0.059152930399043617 -0.03411535760508301 -0.10096539336575919 -0.0099512750069429712 0.027819965803372166 -0.058568173823853945 -0.0043797397467758205 -0.10433263272575458 0.036933690244881148 0.077692794010816163 -0.061947004618688309 0.0004101077003437377 -0.054768589910670198 0.060056740518989696 -0.0025322397849505099 -0.086382083821534075 0.060812429981077422 0.078241443262794377 -0.0031141840388157534 -0.022433834336244497 0.012976382487321789
leaf_weight=0.064641320061113561 0.15100794064573975 0.036004620828211098 0.11197291977771329 0.23656105730788368 0.21347696454905118 0.06588954866037966 0.099559038012787648 0.18724976792077541 0.26888347781568001 0.061154292103310581 0.13655438131451092 0.040454255673893158 0.074971994210095261 0.55199710282204495 0.22099426493514585 11.261324110928422 0.19592811306938518 0.21409517444408266 0.12141074787541584 0.22281474488409003 0.57445063277555197 0.49001562297053169 0.37723937397822704 1.1623735774192026 0.30079044558260659 1.079084301345574 0.77073229305096891 3.8970899628319429 0.45885761542012904 0.51169067213775798
leaf_count=65 39 62 19 68 33 12 28 31 39 11 54 55 26 34 12 1272 11 15 8 40 21 27 23 100 28 38 36 639 21 33
internal_value=-7.20326e-05 -0.023099 0.0114075 0.00013242 -0.000159474 -0.0185505 0.000186198 0.0233197 -0.00021763 -0.0411923 -0.0565808 -0.0697363 -0.0418496 0.000281261 0.000600134 -0.00103687 0.00589798 -0.0224122 -0.0459345 -0.0126951 0.0106055 -0.011018 0.0170543 -0.00340716 -0.0197697 0.0398282 -0.000284547 0.00789464 0.032533 0.0522005
internal_weight=24.1593 0.212619 0.147978 23.9467 23.7956 0.439005 23.3566 0.400727 22.9559 0.27614 0.202444 0.214985 0.115426 22.6798 22.4109 17.1207 5.2902 0.754249 0.540154 0.344225 4.53595 1.04201 3.49394 1.8404 1.46316 1.65353 16.8997 5.63837 1.74128 1.28242
internal_count=2900 146 81 2754 2715 134 2581 64 2517 120 66 109 81 2397 2358 2013 345 74 59 48 271 61 210 151 128 59 2001 729 90 69
is_linear=0
shrinkage=0.1


Tree=410
num_leaves=31
num_cat=0
split_feature=4 1 1 2 2 1 2 4 4 3 3 2 2 4 3 3 3 3 0 2 3 3 3 4 2 4 1 1 1 2
split_gain=0.0111533 0.0369774 0.207781 0.0982448 0.147436 0.181033 0.127137 0.0789627 0.102697 0.0497241 0.0607382 0.0450434 0.0822524 0.0742432 0.0577038 0.0715416 0.0448776 0.0467451 0.0425906 0.048617 0.0422588 0.0712188 0.0652335 0.0439431 0.0375079 0.035952 0.117988 0.305419 0.106783 0.0504913
threshold=42.852084787850011 62.116825104000007 62.175971182900007 -0.088099999999999998 -0.096499999999999989 62.00390986255001 -0.22984499999999999 42.898324343550009 43.061965423550006 0.095645000000000022 0.10970500000000002 -0.083135000000000001 -0.076709999999999987 43.673409002000007 0.089580000000000021 0.081550000000000025 0.080375000000000016 0.079785000000000009 90.437043050150024 -0.033594999999999993 0.083415000000000031 0.082620000000000013 0.090390000000000012 44.086690780350004 -0.23771499999999998 42.599563320500003 62.399113207700005 62.106071271500007 61.993156030000002 -0.11911999999999999
decision_type=2 2 2 2 2 2 2 2 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 3 -3 4 5 6 -2 -4 -9 11 -11 13 -13 -10 15 16 17 24 -14 -20 21 23 -22 -5 -15 -1 27 28 -27 -28
right_child=1 2 7 20 -6 -7 -8 8 9 10 -12 12 18 14 -16 -17 -18 -19 19 -21 22 -23 -24 -25 -26 26 29 -29 -30 -31
leaf_value=-7.0047566993769578e-05 0.0071491426570004339 -0.10916881135270746 0.059579035730877639 -0.031815958382192241 -0.10295001706323229 0.094695674397443863 -0.10450055962626813 -0.070428570410426952 0.05030019507997268 -0.10215956441226609 0.0061783507105378829 -0.10288438172635993 -0.10165069808304548 -0.051468382009792493 0.060463498073808353 -0.04892564902322654 0.069823698942220458 -0.10255544115365019 0.07161187226522403 -0.0076443555452666281 -0.020806464350855008 0.10173388913707566 0.050265540903973616 0.064479602663001429 0.020313805507125748 -0.0026816658895763425 -0.024541054630510942 0.070576540389658562 -0.10677266278898723 -0.099923375003624526
leaf_weight=18.022577552028391 0.4404414562463046 0.17246983462519017 0.23362164456661849 0.092074520350520883 0.13875954585819272 0.18660820544391754 0.13272434437703851 0.19749319088717276 0.48749882187252191 0.093003504734013975 0.11666133220327879 0.089589709742540435 0.037061655268842641 0.087378332995826868 0.1527870399877429 0.27329924494029001 0.11104295545999321 0.040993740851035909 0.099371569604954857 0.34998720079319412 0.2278214088655659 0.21580521250143647 0.29815974961491065 0.09764512281185489 0.43609009601311621 0.18941937160258138 0.16230608494788612 0.35930254939012229 0.20545038519730952 0.19633999444441486
leaf_count=1844 95 15 14 35 22 13 21 30 54 28 19 18 31 75 19 45 15 8 18 131 17 6 27 13 188 20 12 10 20 37
internal_value=-6.52277e-05 0.00424027 -0.00263375 0.0154276 -0.00816363 0.00914746 -0.0187049 0.00391467 -0.00114096 0.00462122 -0.0418784 0.00912417 -0.014833 0.0178081 0.00342906 -0.00575526 0.0117108 0.000278667 0.00138443 0.00988243 0.0381837 0.062441 0.0194817 0.0177456 0.00833179 -0.00114712 -0.0185908 0.00386369 -0.0568401 -0.0658089
internal_weight=23.9438 4.80839 2.97835 1.83004 0.898534 0.759774 0.573166 2.80588 2.57226 2.37477 0.209665 2.1651 0.57601 1.58909 1.10159 0.948804 0.675505 0.564462 0.48642 0.449359 0.931506 0.405525 0.525981 0.18972 0.523468 19.1354 1.11282 0.754172 0.39487 0.358646
internal_count=2900 957 708 249 151 129 116 693 679 649 47 602 198 404 350 331 286 271 180 149 98 54 44 48 263 1943 99 50 40 49
is_linear=0
shrinkage=0.1


Tree=411
num_leaves=31
num_cat=0
split_feature=0 3 3 3 1 1 3 4 0 3 4 3 2 4 4 1 1 0 2 0 2 2 4 0 0 2 0 0 1 4
split_gain=0.0108055 0.0518002 0.0284964 0.0296927 0.0176427 0.0380558 0.0443148 0.0228845 0.0339405 0.0197601 0.0164187 0.0568487 0.030502 0.0207996 0.193073 0.0969456 0.0996243 0.0795162 0.107514 0.201687 0.155314 0.0879129 0.0716797 0.0651739 0.0783267 0.0629199 0.0626734 0.0988432 0.0580948 0.0526196
threshold=71.249517373150013 -0.23472499999999999 -0.15684499999999998 -1.0000000180025095e-35 57.960468834350003 59.74022811670001 0.08708500000000001 42.049402686800001 71.340924949550015 -0.26750999999999997 32.785955158400007 0.088500000000000023 -0.10710499999999999 38.592454371550012 38.703421923500009 64.654729579150015 65.111767461350013 91.410264893400026 -0.053019999999999991 94.776214472700005 -0.099224999999999994 -0.101965 37.272044000450002 84.95796538030001 85.253695774650012 -0.081169999999999992 85.807518149550006 84.95796538030001 61.86411003975001 42.131954243650007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 7 6 -6 -2 -9 -10 11 12 -7 15 -15 26 -17 25 19 -19 21 22 -21 29 -25 -18 27 -12 -26 -16
right_child=4 2 3 -5 5 10 -8 8 9 -11 13 -13 -14 14 23 16 17 18 -20 20 -22 -23 -24 24 28 -27 -28 -29 -30 -31
leaf_value=-0.10190406519231146 0.042844817924645312 0.070909850469974708 -0.10113501143159898 0.018370244751445858 0.015421097045175421 -0.10038169284433587 -0.10194841530393217 0.032557523516952916 0.0022752010337979706 -0.071252569152860934 0.067804150612974345 -0.10227168236805149 0.060033952396783809 -0.10548036837838611 -0.071774817487443382 -0.071559680330033168 0.0028193787982158207 -0.094164812577302137 0.012607975618681398 0.038964456054124713 -0.10114203134238481 0.10303376716272201 -0.10202532507394518 0.04982086583340424 -0.041159839632063183 0.050214529213570815 0.076187239386553543 -0.033082968767552054 0.00058862240332099749 0.010655395211746473
leaf_weight=0.058981118185172932 0.21992420237075094 0.049410848385377903 0.031933714610175912 0.059584611753964789 0.054660350591578033 0.014960987594729858 0.078179882195740902 0.15861521451734006 0.073607993362259094 0.072598369517208994 0.1851933219418237 0.065019103921154731 0.057061326187419215 0.17558014267615618 0.22449625534329953 0.18565132468938861 0.60734299555556959 0.34453339418604467 0.96227462409120701 0.118410244140432 0.096229945002320294 0.13984110621822765 0.051849334277662251 0.3186448397959819 0.33965804110084974 0.51986412767564638 0.29198231978807598 0.20418301282916218 17.851176070002218 0.11822393869192638
leaf_count=65 39 17 51 13 21 46 30 7 16 27 38 48 42 12 36 7 33 46 136 81 66 4 46 19 21 21 18 11 1845 38
internal_value=-6.81387e-05 -0.0232191 0.00971185 -0.023329 0.000128553 -0.000285006 -0.0536539 0.0182591 0.000520866 -0.0342348 2.49575e-05 -0.0344845 0.0267113 0.000232971 -0.00110214 0.00708533 -0.000588026 0.00405084 -0.00952128 -0.0378812 0.0098425 0.044283 -0.00397132 -0.000130009 0.000670062 0.0246779 0.0411637 0.0149005 -0.000190902 -0.0433399
internal_weight=23.7297 0.19991 0.140929 0.0915183 23.5298 23.005 0.13284 0.524746 0.304822 0.146206 22.8722 0.137041 0.0720223 22.7351 19.0278 3.70736 3.026 2.84035 1.71314 0.750864 0.406331 0.310101 0.17026 18.8522 18.5095 1.12721 0.681359 0.389376 18.1908 0.34272
internal_count=2900 146 81 64 2754 2665 51 89 50 43 2614 136 88 2478 1971 507 440 433 379 243 197 131 127 1959 1885 54 67 49 1866 74
is_linear=0
shrinkage=0.1


Tree=412
num_leaves=31
num_cat=0
split_feature=3 0 0 1 3 1 0 4 4 0 0 0 2 2 3 1 1 2 2 1 4 4 2 2 0 0 0 1 0 2
split_gain=0.0107208 0.0132136 0.0717355 0.0511906 0.0711548 0.0520181 0.191456 0.0503197 0.0961076 0.0599641 0.0484596 0.052211 0.0418712 0.125751 0.107644 0.0938418 0.0740004 0.0541355 0.0373808 0.0289964 0.127289 0.16091 0.156645 0.288256 0.159726 0.141339 0.108949 0.0857393 0.158296 0.083518
threshold=0.43644500000000008 85.716110573100011 85.775256651950016 62.00390986255001 0.10332500000000001 61.960894532450006 85.656964494200011 42.508878681700004 42.773538294100007 85.328972602300013 83.680947768350009 83.011521693850014 -0.074434999999999987 -0.093604999999999994 0.10273500000000002 61.409760615700009 60.474177186300004 -0.13820499999999999 -0.013805 62.095317438950012 42.852084787850011 39.749124837650008 -0.11808 -0.074434999999999987 86.103248543850015 85.968825637350008 86.135510041400025 62.116825104000007 86.420486603250012 -0.031989999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 10 6 7 9 -9 12 11 -5 13 15 16 17 18 -1 -14 20 21 -4 -23 24 -24 -25 -21 -28 -29 -27
right_child=-2 2 19 4 -6 -7 -8 8 -10 -11 -12 -13 14 -15 -16 -17 -18 -19 -20 26 -22 22 23 25 -26 29 27 28 -30 -31
leaf_value=-0.024088118902558922 -0.019573764658521241 0.034094629917815887 0.032754026340253102 -0.062303950703145365 0.0210737592592425 0.033114171959768318 -0.10512185023012102 0.099369425914829335 0.0063424885685123269 -0.062359821290495478 -0.095994757923302643 0.082922444533476636 0.028692898801226857 0.098568332517251014 -0.10851751791250297 -0.070393581935563415 0.055644771759190505 0.058486225282942006 -0.10140525162586232 0.049410221432634738 0.030383839638296717 0.038445951869825259 -0.026559793030701113 -0.064668385095487155 -0.10526697033571619 -0.012132855068168316 0.036195676039659605 -0.073089372056393404 0.00054275564097437483 0.036116243724881945
leaf_weight=0.14203367011092038 0.27856030264149367 0.63747791654896246 0.61667826976918449 0.072060369296281013 0.14054637558729155 0.38791087112440426 0.18100803316519876 0.13173397409184406 0.7074912524089001 0.1912124555601622 0.18846683355224059 0.037710393778979778 0.033448527625296265 0.13829919508862076 0.11425962656721822 0.16651398699292486 0.14176078189120744 0.18002734050969593 0.065011234119541239 0.47261281796090671 0.76781381125420001 0.36980889768165104 0.44351293143699944 0.3471809045886397 0.61588720668805763 0.95408702129498169 0.64707371825352211 0.29841696307994325 13.51157309404738 0.57495371753611768
leaf_count=77 29 25 27 62 20 28 12 13 167 13 67 3 5 7 8 20 9 14 53 27 41 18 21 30 33 30 16 18 1964 43
internal_value=-7.21001e-05 0.000161284 0.00108116 -0.00600995 -0.0375871 -0.000641068 -0.00661244 0.0022508 0.020945 -0.011129 -0.0652313 -0.0124132 -0.00114685 0.014386 -0.0286156 -0.00944322 0.00938929 0.0220697 -0.0572086 8.49051e-06 -0.00685064 -0.0141399 -0.0228886 -0.0306151 -0.0723166 -0.0070686 0.00216318 0.000618635 -0.00104834 0.00600989
internal_weight=23.5551 23.2766 20.2571 3.01949 0.438784 2.58071 2.1928 2.01179 0.839225 1.17257 0.298238 0.109771 0.981354 0.626874 0.35448 0.488575 0.240221 0.322061 0.0984598 19.6196 4.68992 3.92211 3.30543 2.93562 1.0594 1.87622 14.9297 14.4571 13.81 1.52904
internal_count=2900 2871 2293 578 152 426 398 386 180 206 132 65 193 118 75 111 67 91 58 2268 243 202 175 157 54 103 2025 1998 1982 73
is_linear=0
shrinkage=0.1


Tree=413
num_leaves=31
num_cat=0
split_feature=3 3 2 3 3 3 3 2 3 1 4 0 2 3 2 3 0 1 0 3 1 0 2 2 4 4 4 3 3 2
split_gain=0.0128401 0.169602 0.128126 0.0744844 0.198632 0.0902231 0.0751245 0.125657 0.0626658 0.256441 0.156714 0.085548 0.10171 0.0525986 0.121658 0.170867 0.194102 0.104361 0.0631964 0.0576036 0.115943 0.136373 0.135946 0.149 0.137394 0.0675783 0.0539159 0.0512986 0.0828315 0.0563103
threshold=0.085495000000000029 0.084795000000000023 -0.083135000000000001 0.083905000000000021 0.083795000000000022 0.084365000000000009 0.082975000000000021 -0.082509999999999986 0.08079500000000002 62.014663695050011 43.022303514600004 89.872466842800023 -0.082509999999999986 0.087605000000000016 -0.11808 0.087205000000000019 86.780739992750014 71.787208999250012 104.86330937810001 0.090225000000000014 75.465019721650009 85.775256651950016 -0.14228499999999997 -0.068524999999999989 40.12915366295001 40.922041107600009 42.686561923500008 0.090865000000000015 0.091385000000000022 -0.082509999999999986
decision_type=2 2 2 2 2 2 2 2 2 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 -5 8 -8 -1 -10 11 -11 -13 14 -2 16 26 -18 -19 20 21 -15 -23 24 -24 -22 -16 29 -29 -21
right_child=13 2 -4 5 -6 -7 7 -9 9 10 -12 12 -14 19 15 -17 17 18 -20 27 25 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0015190869690784117 0.057670399190509758 -0.011787912277019131 -0.10592282396162872 0.076620628974567118 -0.10822897833893493 -0.0047239184725983551 -0.0019448660528600789 0.079489165888513125 0.069397081909829919 -0.11059073243863356 0.015677758369874183 -0.086843037458258623 0.036848095709591418 0.044559147324111308 0.049359727859700955 0.04640323482129597 -0.09708200960982355 -0.052476541275822519 0.070501461992943382 -0.0039080742995324502 0.072444762849517813 0.031701050557377951 -0.0086123419198324818 0.0025518664729328186 -0.094709231696260665 -0.0053063725464847127 -0.0099009429970764486 -0.043113607881874544 0.0021984252293977564 0.048158397577650919
leaf_weight=5.1321905730111581 0.52957396221724229 0.31273853120858064 0.26892126232104363 0.27513364927926875 0.17188321591038391 0.27031634414743166 0.49192771197855123 0.308200095499643 0.2290740141761487 0.33945814409526065 0.25934808312365476 0.16001984313596651 0.11372684938741173 0.23349704913854941 0.28987856360436015 0.591964311274637 0.34305251165983464 0.10122333111772264 0.071164511170399791 0.36326678600505602 0.20469315553091405 0.24102474008031993 0.25411593054741377 0.38365325166523678 0.68493360871798359 0.2462952741650497 0.32639085484470343 0.42191601630423647 9.207715365431687 0.48509482274636084
leaf_count=1182 43 35 26 25 12 24 42 21 13 11 39 28 21 36 21 34 34 23 29 21 38 15 20 31 50 37 22 36 906 25
internal_value=-8.3488e-05 -0.00323007 -0.0553097 0.00067801 -0.00201899 0.0363076 0.00057638 0.0294226 -0.00312611 -0.0247669 -0.049488 -0.0770492 -0.0354561 0.00166693 0.0157496 0.00286999 -0.019901 -0.0651848 -0.00170922 -0.000826483 -0.0153508 -0.0267267 -0.0373712 -0.0499576 -0.0714106 0.0299831 0.0179739 0.00228993 0.000213108 0.0258636
internal_weight=23.3124 8.33294 0.58166 7.75128 7.20583 0.54545 7.03395 0.800128 6.23382 1.10163 0.872553 0.613205 0.273747 14.9795 2.25325 1.72367 1.13171 0.51544 0.172388 12.7262 2.24821 1.79722 1.56373 1.3227 0.93905 0.450988 0.616269 10.478 9.62963 0.848362
internal_count=2900 1479 61 1418 1369 49 1357 63 1294 112 99 60 49 1421 206 163 129 86 52 1215 227 152 116 101 70 75 43 988 942 46
is_linear=0
shrinkage=0.1


Tree=414
num_leaves=31
num_cat=0
split_feature=4 3 3 4 2 1 1 4 3 0 4 1 0 4 4 0 1 4 0 0 0 1 4 3 3 3 1 0 1 1
split_gain=0.0108566 0.04058 0.0309847 0.0266936 0.0264189 0.032456 0.0174634 0.0138563 0.0188875 0.0168611 0.0350185 0.0502526 0.0348916 0.0372131 0.0160811 0.0611054 0.0538788 0.0231802 0.0590322 0.0901811 0.0551615 0.144952 0.0533275 0.0397068 0.0716733 0.0539202 0.0661803 0.0311133 0.0294348 0.0290151
threshold=49.275256100300005 -0.25095999999999996 -0.24299499999999999 49.842240509300005 -0.23361999999999997 86.858705278550005 89.912793714750009 48.852845034800005 -0.22253999999999999 75.994645973400011 41.24714903835001 55.855406118200008 71.144667506050013 44.921040431000009 45.90502654165001 97.32487278035002 67.649671936450019 43.411469133450005 96.249489528150022 107.81523640540001 85.775256651950016 61.950140699950005 43.673409002000007 0.083415000000000031 0.086520000000000027 0.082325000000000023 66.499011856650014 99.744485097750015 57.960468834350003 59.74022811670001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 -4 -5 -6 -7 9 -9 10 -1 12 13 -12 17 16 -16 28 20 27 21 -19 -22 25 -25 26 -24 -20 -11 -30
right_child=1 2 3 4 5 6 -8 8 -10 14 11 -13 -14 -15 15 -17 -18 18 19 -21 22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.087442099145231753 -0.10185714290623166 0.10091323133776903 -0.10077806045218625 0.077886084625679267 -0.10122137605298842 0.030666535259162016 -0.055046631206380148 0.045889627851485676 0.0019082340104278708 0.040956329468198577 -0.10045059831511693 0.061322570068917094 -0.10284027809669256 0.10004379482989 -0.011360765456569088 0.021865266441342523 -0.1027829582881656 0.063502400604911496 -0.022676060759811181 0.052842858287884376 0.073834673182161151 -0.068743908926876152 -0.040526207054531971 -0.057811632135285201 0.03134315385804555 0.092261065201812487 0.068929167426885499 -0.099409013800627444 -0.050631982852455328 -0.00050335724884451993
leaf_weight=0.067842380062429153 0.049392366850952385 0.025902973487973213 0.030969500115918147 0.034947005366575468 0.036224788763092874 0.085797060986806173 0.032879630319143871 0.1549139825074235 0.26410967260744556 0.17029049559551879 0.015207928154794104 0.070964461184871652 0.053620432991124289 0.023659657631924347 0.15164965234362071 0.21216279406644389 0.1121267175858236 0.14222423029104792 0.098555469216080271 0.096290276249789031 0.24239319341904775 0.19863839632802183 0.11319495989300776 0.14570569743662531 0.23658181924747623 0.13965087415999733 0.10789260153342184 0.11392599744431209 0.11614630679145221 19.697140213276338
leaf_count=82 15 1 35 8 82 29 49 11 34 21 89 22 18 9 31 79 47 15 21 29 19 38 13 26 31 10 30 30 32 1944
internal_value=-9.57696e-05 -0.0191201 -0.00255651 -0.014694 -0.000651319 -0.01837 0.00691952 0.000151906 0.0181683 -0.000186234 -0.0270457 -0.0019777 -0.0505469 0.0215953 9.49417e-05 -0.0180876 -0.0502227 0.000495234 0.0119429 -0.0274373 0.021111 -0.0135644 0.0331054 0.0198185 -0.00263745 0.0436159 0.0128889 -0.0638179 -0.00044141 -0.000797213
internal_weight=23.041 0.296113 0.246721 0.220818 0.189848 0.154901 0.118677 22.7449 0.419024 22.3259 0.231295 0.163452 0.092488 0.0388676 22.0946 0.475939 0.263776 21.6186 1.63505 0.308772 1.32628 0.340863 0.985419 0.743026 0.382288 0.360738 0.221088 0.212481 19.9836 19.8133
internal_count=2900 219 204 203 168 160 78 2681 45 2636 220 138 116 98 2416 157 78 2259 262 80 182 53 129 110 57 53 43 51 1997 1976
is_linear=0
shrinkage=0.1


Tree=415
num_leaves=31
num_cat=0
split_feature=3 3 1 3 3 3 3 2 3 1 4 0 2 0 0 1 1 1 2 2 3 2 3 0 1 4 0 3 1 0
split_gain=0.0106701 0.14521 0.128762 0.064608 0.177088 0.0802911 0.0627692 0.108891 0.0565259 0.222706 0.134446 0.0826767 0.0878507 0.0525392 0.0719437 0.109195 0.144643 0.0638947 0.0481576 0.0726223 0.0432698 0.102931 0.145143 0.167061 0.0953022 0.0741379 0.0531151 0.0477591 0.0974104 0.114963
threshold=0.085495000000000029 0.084795000000000023 72.026481772850005 0.083905000000000021 0.083795000000000022 0.084365000000000009 0.082975000000000021 -0.082509999999999986 0.08079500000000002 62.014663695050011 43.022303514600004 89.872466842800023 -0.082509999999999986 93.679323555450011 86.780739992750014 64.434276012450013 66.318885161900013 70.73871032835001 -0.02852 -0.12350999999999999 0.087605000000000016 -0.11808 0.087205000000000019 86.780739992750014 71.787208999250012 42.654057868200006 104.86330937810001 0.090225000000000014 75.465019721650009 85.775256651950016
decision_type=2 2 2 2 2 2 2 2 2 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 -5 8 -8 13 -10 11 -11 -13 14 -1 -16 -17 -15 19 -18 21 -2 23 25 -25 -23 -26 28 29 -22
right_child=20 2 -4 5 -6 -7 7 -9 9 10 -12 12 -14 17 15 16 18 -19 -20 -21 27 22 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-0.003292485924206535 0.053769570621728213 -0.085023379262713139 0.018164373773232014 0.074098436715042668 -0.10741548072895302 -0.0038714612528320809 -0.0017201046199779144 0.076301802605744026 0.066537119604959824 -0.1095238706630864 0.01359285104689067 -0.08317357597675476 0.033649865360909977 -0.071938405435874819 0.067177332359989309 -0.07662259970743103 -0.00080731575396548864 -0.0063431913394036386 0.0022953450681264293 0.094005141417931259 0.041101707373266218 0.055765140889499326 0.042946274768392037 -0.09488366500092045 -0.048309863681090373 -0.014756271869007796 0.066530301877884016 0.002066754086951241 0.0277237199087235 -0.034956572653048863
leaf_weight=1.9501091315539532 0.51134931826244701 0.38061615135211457 0.17724270046604573 0.25906739265997192 0.15555441840456286 0.26942722136209341 0.477342066453879 0.28608771427494151 0.21453100099461131 0.30985153693472967 0.24817902050870089 0.15076782500105246 0.11232918857453456 0.16336235138896871 0.44659709307597928 0.16921153042494552 0.13943117515276526 1.6320207955283228 0.39030539035456968 0.19207531237861986 0.22899232323570151 0.26440021695088833 0.57930707346827137 0.31782161524324692 0.098922122896411224 0.34176533615118387 0.067931888814607433 10.447082893059477 0.44123400859618733 1.5038277398907665
leaf_count=387 43 26 35 25 12 24 42 21 13 11 39 28 21 48 36 22 40 601 34 14 36 20 34 34 23 23 29 988 75 116
internal_value=-8.98654e-05 -0.00300188 -0.0522386 0.000628337 -0.00190391 0.0343493 0.000480907 0.0275178 -0.00289245 -0.024186 -0.0478887 -0.0745201 -0.0332958 0.00144601 0.0089589 0.0268201 0.00659237 -0.0123117 0.0261001 0.0541272 0.00150833 0.0145129 0.00249364 -0.0189893 -0.0627543 0.0160041 -0.00155456 -0.000739433 -0.0142241 -0.0249055
internal_weight=22.9267 8.12411 0.557859 7.56625 7.03776 0.528495 6.8822 0.76343 6.11877 1.03566 0.821128 0.572949 0.263097 5.08311 3.28773 1.33762 0.891023 1.79538 0.721812 0.331506 14.8026 2.1815 1.67015 1.09084 0.484676 0.606166 0.166854 12.6211 2.17405 1.73282
internal_count=2900 1479 61 1418 1369 49 1357 63 1294 112 99 60 49 1182 533 146 110 649 88 54 1421 206 163 129 86 43 52 1215 227 152
is_linear=0
shrinkage=0.1


Tree=416
num_leaves=31
num_cat=0
split_feature=0 1 3 0 0 0 2 2 1 3 3 1 1 4 1 2 2 0 1 2 2 3 2 1 0 0 1 1 4 1
split_gain=0.0124009 0.0419188 0.0696413 0.0327879 0.0350494 0.0287617 0.0901659 0.0303955 0.0419088 0.0670262 0.0546492 0.0502466 0.0361581 0.0899433 0.0571209 0.0285298 0.0448996 0.0491845 0.047568 0.029211 0.1094 0.0563565 0.0563695 0.0494341 0.0751831 0.0494189 0.0327942 0.0327737 0.027986 0.0277304
threshold=98.201310130900012 76.919475570250015 0.11308000000000003 99.642323688800005 100.53758024625002 97.550703263350016 -0.069554999999999992 -0.66246499999999997 75.18810853425002 0.087265000000000023 -0.11050499999999999 74.986474174450009 72.187789260650007 42.072181850200003 72.496961945650014 -0.61225999999999992 -0.59681499999999998 101.06989495610001 77.656113098000006 -0.079074999999999993 -0.08459499999999999 0.086355000000000029 -0.086339999999999986 81.524804347700012 106.56510337475001 102.21786657775002 87.184008712350007 80.059594666650014 41.028010303750008 71.666228383350017
decision_type=2 2 2 2 2 2 2 2 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 7 28 -1 11 10 -10 12 29 -14 -15 -6 -17 -18 -19 20 21 22 27 -21 -25 -23 -26 -20 -7 -9
right_child=1 3 -4 4 15 6 -8 8 9 -11 -12 -13 13 14 -16 16 17 18 19 23 -22 25 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.04348002073927712 -0.063605436336713367 -0.044541832724774306 0.013960729449821333 0.031055431760484031 -0.10089972400897979 0.021159653068436937 -0.032534931960939401 -0.00010904851427814865 0.018902409848031418 0.0048044648360143407 -0.10269314989769851 0.039601203114888947 -0.078956691422863337 0.074991491487598191 -0.037434828345352493 0.065105091616996777 -0.05913731631759566 0.080478219821941865 -0.10073784191958997 0.031641207236069613 -0.10283547257463672 0.03329377753742601 0.093522665905822214 -0.10101395739662794 0.040213551664896686 -0.10176114546551014 -0.050104191520051834 0.0075222929677008152 0.069745500317025852 0.031879089110247776
leaf_weight=0.15996672399342671 0.29380920991729986 0.15946981902038748 0.19099597912281752 0.35779903368711563 0.029382504638223561 0.23891520211873285 0.21715021780982979 17.579132990070246 0.04875890232870006 0.24197669865088756 0.15276049530460412 0.3218367674126047 0.19108900070705104 0.091459470568224788 0.08933240836057621 0.09567470955801205 0.15433336557543764 0.070211865559031028 0.029964658050176118 0.43945028778125506 0.12505529402776361 0.039068684320227476 0.075810466430084489 0.084363527948042361 0.13107920188426192 0.088396277663176814 0.057986951579429125 0.41867884532225119 0.23533398887229851 0.27524919641973511
leaf_count=9 113 33 17 42 28 27 25 1527 16 28 72 15 33 8 35 25 20 9 21 58 42 11 8 68 41 118 153 256 15 27
internal_value=-8.92501e-05 -0.00626783 -0.0330471 -0.000759022 0.00241859 0.000795528 0.0208329 7.21482e-05 -0.000293477 -0.0306727 -0.0732723 0.000432908 -0.00025872 -0.0311208 0.0194397 -0.00315165 -0.00156493 -0.00528556 4.18604e-05 -0.00374884 -0.0171612 -0.000726648 0.0137683 0.0108695 -0.0225145 -0.0603661 0.0125129 0.000291657 0.0452691 0.000384091
internal_weight=22.6845 2.84153 0.484805 2.35673 2.19726 19.843 0.691399 19.1516 18.9916 0.443496 0.201519 18.5481 18.2263 0.371881 0.180792 1.83946 1.81007 1.7144 1.56007 1.48985 0.776974 0.651919 0.524454 0.71288 0.27343 0.127465 0.189066 0.448644 0.474249 17.8544
internal_count=2900 1063 130 933 900 1837 67 1770 1761 116 88 1645 1630 76 43 858 830 805 785 776 456 414 285 320 262 129 194 277 42 1554
is_linear=0
shrinkage=0.1


Tree=417
num_leaves=31
num_cat=0
split_feature=0 0 3 3 0 3 2 2 0 0 2 0 2 2 3 0 2 1 3 2 1 1 3 2 3 0 4 4 3 1
split_gain=0.0114628 0.0577518 0.0549232 0.0709846 0.0584293 0.0951295 0.0475631 0.0995352 0.236141 0.076355 0.118325 0.101888 0.0819147 0.0853567 0.0760505 0.116077 0.141338 0.0768669 0.192064 0.265762 0.173377 0.138683 0.0892278 0.0758841 0.0916219 0.144648 0.0731599 0.17391 0.1374 0.0643103
threshold=87.568458224950021 87.735142629050017 0.12064000000000002 0.11112000000000002 85.775256651950016 0.43162500000000009 -0.12835499999999997 -0.084239999999999995 86.232294534150014 86.780739992750014 -0.082885 86.597924839850023 -0.081474999999999992 -0.081169999999999992 0.10661000000000002 86.162394622750014 -0.074434999999999987 61.960894532450006 0.10273500000000002 -0.054494999999999995 62.009286778800011 60.474177186300004 0.10045500000000003 -0.14143499999999998 0.098200000000000023 86.692020874450009 42.102795028150005 41.261521012900012 0.08594000000000003 61.971648364950006
decision_type=2 2 2 2 2 2 2 2 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 23 8 26 10 -9 12 -12 -14 15 16 -15 18 19 -18 -19 -21 -22 24 25 -1 27 -8 29 -28
right_child=1 -3 4 -5 5 -7 7 9 -10 -11 11 -13 13 14 -16 -17 17 20 -20 21 22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0022214883643438422 0.051150699742396256 0.0010060551933611208 0.012418876589711969 0.043775831499418362 -0.10158971650862554 -0.0059875443472079196 -0.025583458302812764 0.068193307072145382 -0.082435372648516317 -0.024533182273453094 -0.05379720583599288 0.054628408917134878 0.07805587339461946 0.066516085208569636 0.0539461208691863 -0.036858961976728298 -0.10575861162711393 0.070100174541250948 -0.10681061539657898 -0.051271408819038168 -0.053914704287840259 0.074773115320460867 0.033057125412522807 0.056463602729951892 -0.076447411295403805 0.092058652122793086 0.051323552024887732 0.059541305176009029 -0.076051217955820288 -0.027276393978053468
leaf_weight=1.2350452189130008 0.23410385032730019 12.143910733440656 0.20417702717168218 0.34580820128485434 0.20430484114785941 0.21217601606622338 0.53686977583856632 0.29794483810473771 0.52228555403416965 0.90793007775209833 0.28376032244500304 0.34547646576538671 0.14196585769422965 0.33608593987810254 0.23115720933128603 0.84340492353658181 0.16635361313819819 0.35479802847839892 0.2177411763696 0.11796122749901938 0.31359790087344663 0.3357464289699692 0.18908971548080444 0.31676916824653467 0.13348454634251528 0.1874280608889477 0.19544500939082354 0.43402913981117308 0.34124725346919149 0.22271980560617521
leaf_count=265 11 1936 25 28 32 8 35 10 25 38 19 10 6 15 15 45 8 18 10 105 60 31 10 13 8 17 10 19 37 31
internal_value=-8.95752e-05 0.00195443 -0.00257619 -0.000703586 -0.0314022 -0.0528852 -0.00237396 -0.00600527 -0.0235033 0.00174919 0.00746465 0.00279787 -0.00227233 0.00222925 -0.00123662 -0.0056738 0.00727395 -0.00447063 -0.0260128 0.00236016 0.0165771 0.0420023 -0.0211996 0.0118502 0.00276755 0.0102011 -0.00571496 0.0124706 -0.0289649 0.00946024
internal_weight=22.5528 12.378 10.1748 9.55415 0.620658 0.416481 9.20834 7.33561 2.2526 5.08301 4.17508 3.87714 3.53166 3.2479 3.10594 2.87478 2.03137 1.69529 0.837802 0.620061 0.857486 0.453708 0.502688 1.87273 1.55596 1.42247 1.73031 0.970899 0.759412 0.418165
internal_count=2900 1947 953 888 65 40 860 557 157 400 362 352 342 323 317 302 257 242 154 144 88 136 70 303 290 282 132 54 78 41
is_linear=0
shrinkage=0.1


Tree=418
num_leaves=31
num_cat=0
split_feature=0 0 1 2 1 0 0 4 4 4 4 2 2 4 4 2 4 3 3 0 3 0 2 2 1 4 2 2 1 3
split_gain=0.0117206 0.0461801 0.0407955 0.0654334 0.046413 0.0724697 0.0315772 0.134196 0.033019 0.0303201 0.042647 0.0603368 0.0463558 0.072347 0.0591488 0.0854576 0.0970329 0.0385201 0.0420411 0.0315754 0.0450858 0.0302334 0.0388837 0.140188 0.134991 0.105292 0.0996184 0.0892103 0.190743 0.220731
threshold=85.716110573100011 85.807518149550006 61.993156030000002 -0.01762 61.971648364950006 85.447264760050004 86.001087134900004 40.532725462000009 42.622319549950006 35.131296350900008 38.938637541200009 -0.074434999999999987 -0.092289999999999997 41.24714903835001 40.08085804200001 -0.08459499999999999 43.022303514600004 -1.0000000180025095e-35 -0.22588499999999997 81.648473421750012 0.10500500000000003 86.103248543850015 -0.068524999999999989 -0.077279999999999988 61.93938686740001 39.749124837650008 -0.079824999999999993 -0.054494999999999995 62.079186690200011 0.087530000000000011
decision_type=2 2 2 2 2 2 2 2 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 9 7 -3 -9 19 11 -11 13 -12 -14 -16 -17 18 -15 20 -1 -8 23 24 -23 -25 -26 28 -24 -30
right_child=1 6 3 -5 -6 -7 21 8 -10 10 12 -13 14 17 15 16 -18 -19 -20 -21 -22 22 27 25 26 -27 -28 -29 29 -31
leaf_value=-0.10120805178671335 0.021853633273418587 0.010694543596021634 -0.051569177261332602 0.048318322016949231 0.046228043362006616 -0.038427928897379018 0.02156504082731095 -0.10310758467627075 -0.035889450226162446 0.021767125524323586 -0.06578183360466186 -0.066823127816874647 0.1008557834992657 0.010484702309899591 0.08654957536815272 -0.075321450667941159 0.049401762449946818 0.04588754742043797 -0.065449129358545299 0.095410206571462416 0.1003325288409001 -0.073939284607598799 0.10013544769567014 -0.0016169928095317897 -0.00048877154778507223 -0.062099946199992484 0.044567429503252765 0.00016917214163312115 -0.057166443218031618 0.045513683267663363
leaf_weight=0.024945974761000023 0.98762319987872871 0.52961116749793546 0.36834767910214339 0.079786090980633051 0.19217233656127053 0.50030321755457396 0.65924638482829578 0.16509876361396891 0.13111501866660547 0.12845095694501651 0.15795880523637662 0.19148660706559884 0.10423221951350492 0.30446909934499955 0.11576072761090472 0.13415006470347635 0.11658798639680867 0.20173941632674486 0.095871724501790823 0.071581935422727838 0.019997962517663836 0.24010513268059419 0.29668233986012615 0.50010865214726752 8.9227965195505554 0.67808102326853259 0.51927417566758016 4.9423850411021037 0.33154596366307487 0.56808034164396304
leaf_count=43 41 26 131 30 13 36 25 31 18 31 21 20 5 49 7 66 44 27 46 8 3 15 12 37 1233 41 31 745 26 39
internal_value=-8.5594e-05 0.000785378 -0.00612559 -0.0337851 -0.000872751 -0.00504868 -0.000340317 -0.0194528 -0.0733544 0.00496777 0.00127108 -0.0312552 0.00972626 -0.00554701 0.0343864 0.0154825 -0.0173277 0.0102559 -0.00769957 0.0541627 -0.0115319 0.000553517 -0.000261338 -0.00385707 0.000106206 -0.0364266 0.00198913 0.0061001 0.0306029 0.00767221
internal_weight=22.2796 19.4718 2.80784 0.448134 2.35971 2.16754 18.4841 0.825825 0.296214 1.66723 1.55071 0.319938 1.23077 0.760039 0.470731 0.366499 0.250738 0.60208 0.400341 0.116526 0.0449439 17.6583 16.9991 10.8604 9.68218 1.17819 9.44207 6.13869 1.19631 0.899626
internal_count=2900 2320 580 161 419 406 2279 75 49 370 316 51 265 143 122 117 110 122 95 54 46 2204 2179 1357 1279 78 1264 822 77 65
is_linear=0
shrinkage=0.1


Tree=419
num_leaves=31
num_cat=0
split_feature=0 1 0 3 0 0 0 0 1 2 2 0 3 0 3 2 2 3 2 3 1 0 2 1 0 4 1 3 0 2
split_gain=0.0110136 0.0351734 0.0634887 0.0645877 0.0679504 0.0271548 0.0305791 0.0264156 0.0892835 0.0257336 0.0407303 0.0539509 0.0533189 0.0571269 0.0467901 0.0457623 0.0967172 0.0748784 0.0584768 0.0725212 0.0443776 0.0682242 0.0332507 0.0331278 0.0311337 0.0516563 0.024333 0.077553 0.021933 0.0209297
threshold=98.201310130900012 76.919475570250015 100.13162306855001 0.11308000000000003 99.744485097750015 99.642323688800005 100.53758024625002 97.550703263350016 75.403185184700007 -0.61225999999999992 -0.16030499999999998 101.33605231100002 -0.22253999999999999 101.06989495610001 -0.15517999999999998 -0.079074999999999993 -0.08459499999999999 0.088105000000000017 -0.094344999999999998 0.074640000000000026 81.524804347700012 106.56510337475001 0.70690500000000023 87.184008712350007 102.21786657775002 51.307674290650006 75.645146416450004 0.087265000000000023 119.78425200215001 -0.15895000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 -2 -3 -7 26 -9 -8 11 -11 -12 -14 -13 16 17 18 19 -15 -17 -22 23 -23 -16 -26 -1 -28 -25 -21
right_child=1 5 -4 -5 -6 6 9 8 -10 10 12 14 13 15 24 20 -18 -19 -20 29 21 22 -24 28 25 -27 27 -29 -30 -31
leaf_value=0.00045986580142742627 -0.084214385738334063 -0.040976909193922828 -0.10181584278364919 0.036878153346709346 0.036833199299552671 0.028926968957987131 -0.1008145036420169 -0.02803495975259291 0.047477891729687492 0.096490040170833583 -0.10112852566841353 0.06351046000701617 -0.066061499147472377 0.066030014536108295 0.040739809443998215 0.036526005465296732 -0.10258215301158161 -0.10182174401980255 0.057478441664165471 -0.0043253369056105795 -0.10091349796824078 0.063342419186057861 -0.10108347746523379 -0.10058223854174791 -0.1007842508434199 0.071705469856417375 -0.084566924312128366 0.034405016102181017 0.034880850302064038 -0.10151533355508702
leaf_weight=18.425961618160649 0.15145717294217353 0.15701106685298816 0.099388712859308725 0.1574473669170402 0.06684039331889835 0.35460114383204233 0.026621370798399435 0.24535258498417434 0.43274270463098219 0.089500035435777003 0.060065221003867797 0.084749152297945329 0.13735155629910645 0.057895052627529253 0.0428085722267042 0.46686507128788401 0.11269288917525733 0.059509262210422964 0.18843112848526289 0.031376970923531644 0.068288701218833125 0.10812959571151737 0.021101177365224544 0.025273980924460204 0.076037517586739156 0.022499205705116765 0.12587284320966219 0.097024837941262376 0.022676361823400493 0.075408541166513743
leaf_count=1670 50 33 53 13 14 42 28 31 36 9 69 23 18 18 12 57 40 68 32 10 59 36 10 63 146 8 82 18 59 93
internal_value=-7.68595e-05 -0.00598116 -0.0307406 -0.0119404 -0.0471509 -0.000841537 0.00211439 0.000767539 0.0201554 -0.00323522 -0.00175138 0.0307745 -0.00890436 -0.00487566 0.00476085 0.00191461 -0.0204771 0.00194698 0.0194349 -0.0240953 0.0184275 -0.0159946 0.0167347 0.0326631 -0.0304648 -0.0613991 6.25739e-05 -0.0327798 -0.0365199 -0.0729578
internal_weight=22.091 2.76403 0.475134 0.375745 0.218298 2.28889 2.13188 19.327 0.678095 1.77728 1.75066 0.315594 1.43507 1.375 0.226094 1.23765 0.525314 0.412621 0.353112 0.164681 0.712335 0.24547 0.177181 0.15608 0.141345 0.0985367 18.6489 0.222898 0.0479503 0.106786
internal_count=2900 1063 130 77 64 933 900 1837 67 858 830 198 632 563 189 545 261 221 153 121 284 227 168 158 166 154 1770 100 122 103
is_linear=0
shrinkage=0.1


Tree=420
num_leaves=31
num_cat=0
split_feature=1 0 2 2 4 0 1 4 1 3 0 2 0 2 0 4 4 2 2 1 2 1 1 3 4 1 3 2 2 0
split_gain=0.0107205 0.0587973 0.0417079 0.0483504 0.0454646 0.036843 0.0573387 0.054286 0.0294119 0.0319722 0.0239015 0.0257431 0.0311498 0.0233398 0.0221113 0.0938732 0.138935 0.0732583 0.0433143 0.0341632 0.0713626 0.0451336 0.0669897 0.0290463 0.0502785 0.0262451 0.10239 0.0624546 0.124522 0.0419759
threshold=81.524804347700012 100.67200315280002 -0.16030499999999998 -0.61225999999999992 42.406961525800007 103.44649194340002 80.288113607700012 46.650420857800007 88.436830201100022 -0.26750999999999997 104.86330937810001 -0.15758999999999998 113.28087178455002 -0.13324 98.851916998450022 39.995120105550008 41.24714903835001 -0.22573999999999997 0.11529000000000002 76.919475570250015 -0.10518999999999999 75.779569322950024 75.465019721650009 0.084065000000000015 42.406961525800007 72.953999827850012 -0.096794999999999992 -0.054494999999999995 -0.58892999999999995 96.693085119700015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 13 6 14 -7 -5 -10 -6 -12 -13 -4 19 18 -17 -18 -16 21 -21 22 25 24 -19 29 -27 28 -28 -1
right_child=1 2 4 8 10 7 -8 -9 9 -11 11 12 -14 -15 15 16 17 23 -20 20 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.00010525637471138753 -0.10210864078584798 -0.10073794280285205 0.0033154160957478683 0.067588406356276887 -0.057351377813370921 -0.072410828043138073 0.034997725421595953 0.030379804643758685 0.096153587608367536 -0.10039591970607842 -0.060810752819821859 0.034798811068583395 -0.037341845712967267 -0.10070397544041576 -0.10159902560493889 0.053167362541026247 0.026556904487599221 0.041137287680423601 -0.0012682927265338895 -0.020639190407937515 0.077297714034277099 -0.040641092399701276 0.04818913847816661 -0.10184656031077646 -0.10126080672196663 0.054710192562511223 0.021627770855883671 -0.0020708083789217615 -0.10305185291898129 0.033990911293210795
leaf_weight=17.45834588229534 0.065532796245465152 0.024073923673531894 0.028874387093347664 0.16200849497229797 0.069530652599496534 0.15837170229502717 0.47910124670329324 0.076050472320389417 0.012708443537121639 0.023729754210389586 0.049185008572749211 0.24104593664151253 0.079626347292807154 0.085280463699816345 0.15274848128501517 0.29935518992715515 0.11232822815327381 0.049232204910367727 0.05990417514112778 0.13317403444284537 0.16858484493994197 0.26727795066017179 0.2929549613427288 0.13507493027827877 0.049955401068700667 0.16072572496341309 0.11892097149393521 0.32528784189889748 0.24540951789165888 0.37338697221184602
leaf_count=1563 16 26 39 55 28 53 47 25 2 102 20 64 102 243 82 23 29 3 9 46 42 30 23 33 39 28 11 32 47 38
internal_value=-8.15673e-05 -0.0111496 -0.00346874 0.033095 -0.0181671 0.000359553 0.000802126 -0.0390638 0.0493306 -0.0318459 -0.00355936 0.00655318 0.0168855 -0.0743933 -8.64516e-07 -0.0157072 0.00326475 -0.0398368 -0.0733359 0.000689139 0.0340756 0.000165571 0.000740364 -0.0716724 -0.0305809 -3.68363e-06 -0.0171674 -0.0339195 -0.0623552 0.000814804
internal_weight=21.9578 0.841596 0.776063 0.222521 0.553543 21.1162 20.8818 0.234422 0.198447 0.0364382 0.439388 0.369857 0.320672 0.114155 20.4027 0.858599 0.645946 0.346591 0.212653 19.5441 0.301759 19.2423 18.975 0.234263 0.0991876 18.6821 0.850344 0.689618 0.36433 17.8317
internal_count=2900 697 681 185 496 2203 2125 78 159 104 214 186 166 282 2078 218 127 104 91 1860 88 1772 1742 75 42 1719 118 90 58 1601
is_linear=0
shrinkage=0.1


Tree=421
num_leaves=31
num_cat=0
split_feature=0 1 3 2 1 4 4 3 3 0 1 1 4 2 2 0 3 4 4 4 4 0 2 4 4 1 3 0 1 0
split_gain=0.0104799 0.0280346 0.0214359 0.045057 0.0338537 0.0304001 0.0275244 0.0270753 0.0469499 0.0136851 0.0699971 0.158084 0.0925055 0.0352277 0.127391 0.103218 0.120693 0.117303 0.0799132 0.166447 0.134961 0.231455 0.18693 0.104705 0.180879 0.108832 0.102457 0.0811127 0.0763891 0.0835368
threshold=105.98708487665002 82.011415269350024 0.075065000000000021 -0.088944999999999996 90.740838818900016 42.508878681700004 45.027406014450008 0.089850000000000027 0.07968500000000002 88.232507383150008 64.434276012450013 64.84561010645001 42.564639561200003 -0.079074999999999993 -0.076709999999999987 86.458125017100016 0.085345000000000018 41.289992964000007 41.395309858300003 42.049402686800001 42.852084787850011 85.656964494200011 -0.083135000000000001 40.496232821400007 40.259171735100004 61.409760615700009 0.085880000000000026 86.001087134900004 62.245871094250013 86.458125017100016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 4 -4 6 -5 -3 8 -7 13 12 -12 -11 15 -15 18 -17 -18 23 -20 21 -21 -22 24 25 -1 27 -27 29 -16
right_child=1 2 3 5 -6 7 -8 -9 -10 10 11 -13 -14 14 28 16 17 -19 19 20 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.029931730659576057 -0.076134103484399709 -0.013240557615539696 -0.10066299687120213 -0.10092027695650115 -0.064971032371072032 0.062886006383466558 0.071458042104220326 0.07335649171130515 -0.100996552378874 0.048956397740104449 -0.10583527062931886 0.001295307026192218 -0.0039806074848422112 0.069283448618501525 -0.0059733684638516877 -0.069963563421951591 0.024996665629424791 -0.039028680349380215 0.047967958496915181 0.012754628548640854 -0.0044846849502413171 -0.10445625584542165 0.084855918931827923 -0.068639446480421237 0.096301697874685122 -0.070007805185935579 -0.097105457838332965 0.070977391488108263 -0.04799277935414939 0.025866956192843838
leaf_weight=0.22826920238043136 0.064373834822787246 0.062823115265302931 0.060081481612431098 0.024165786951957147 0.039337897795178378 0.034580708673502158 0.098562110826605931 0.05598450096971419 0.035352243227871227 0.70714152720756718 0.13977153680752863 9.4795116121537593 0.61911129538202658 0.28293386653240293 2.6965532561995276 0.49473973834778906 0.5090910969302056 0.65346505887282547 0.81278423851472359 0.35923985814406512 1.366429463776768 0.31725711634499021 0.28263907313021253 0.33761107665486634 0.15105838300405594 0.076713101254860305 0.24557327767280412 0.087186947261216119 0.30786767810542404 1.1865775245823895
leaf_count=76 35 42 193 99 94 12 14 22 38 37 9 1287 32 9 281 35 17 33 37 30 197 32 11 34 7 39 26 5 62 55
internal_value=-8.69351e-05 -0.0147738 -0.00516045 -0.0274822 0.0182112 0.00181364 0.0384871 0.0215301 -0.0199593 0.000240131 0.00270802 -0.000261338 0.0242447 -0.00235822 0.0043391 -0.00741784 -0.028596 -0.0109916 0.000812047 0.00901291 -0.00460186 -0.0422138 0.0108277 -0.0220368 -0.00209058 -0.0253962 -0.0562399 0.00498954 -4.52835e-05 0.00375616
internal_weight=21.8168 0.475262 0.410888 0.210165 0.200723 0.150083 0.161385 0.125917 0.069933 21.3415 10.9455 9.61928 1.32625 10.396 4.47393 5.92206 1.6573 1.16256 4.26476 3.13835 2.32557 0.676497 1.64907 1.12641 0.788801 0.637743 0.409473 0.1639 4.191 3.88313
internal_count=2900 549 514 364 150 171 56 72 50 2351 1365 1296 69 986 407 579 85 50 494 307 270 62 208 187 153 146 70 44 398 336
is_linear=0
shrinkage=0.1


Tree=422
num_leaves=31
num_cat=0
split_feature=2 4 0 0 1 2 2 1 0 2 0 0 0 2 0 0 3 1 2 1 1 2 2 3 3 3 3 4 3 0
split_gain=0.0117909 0.0225538 0.0142614 0.0399793 0.0296225 0.068508 0.0795111 0.0645911 0.0922641 0.0560535 0.0621809 0.028647 0.0692012 0.0318811 0.118291 0.0749236 0.0319901 0.0300298 0.0469696 0.02359 0.0383732 0.0541499 0.027576 0.0252208 0.0335497 0.0338926 0.0663355 0.0261746 0.0274289 0.0454323
threshold=0.68694500000000025 41.43512228960001 97.835679825150024 97.550703263350016 78.220689305400015 -0.59681499999999998 -0.08756499999999999 72.953999827850012 101.06989495610001 -0.094344999999999998 98.615332683000005 98.615332683000005 99.378854792050006 -0.030145000000000002 101.15323715815002 101.15323715815002 0.070195000000000021 81.524804347700012 0.20981000000000005 78.433077497700012 80.677940036650014 -0.078219999999999998 -0.50001499999999999 0.095290000000000027 0.086355000000000029 0.085715000000000027 0.080125000000000016 38.994321257850011 0.078505000000000019 104.62941352080001
decision_type=2 2 2 2 2 2 2 2 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 -4 9 -8 -9 10 -7 -6 -13 15 -15 -14 -16 -18 -19 -17 21 -21 -22 24 25 26 27 -24 29 -29
right_child=1 -3 4 -5 11 6 7 8 -10 -11 -12 12 13 14 16 19 17 18 -20 20 22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=2.5859749572490267e-05 0.058873276661660437 -0.014854084469637414 -0.10427135378992849 0.033322489679890592 0.086813881289910952 0.029565980851907453 0.041132474873972369 -0.10319224807990297 0.012016566111888824 0.086000716080290987 -0.06892575160370501 -0.10219139033126126 0.047882590874993997 -0.10332075267407217 -0.0667702087140669 0.070185210987696312 0.046332893730389624 -0.10060452902346043 0.04066395733142078 -0.083738699857594454 -0.081346767013247778 0.024833798686022646 0.085875183708833874 0.056404165794681299 -0.070393217070610914 0.087701167770230987 -0.10128846257231371 -0.10143440850180725 0.063608890375373456 0.010450421660278798
leaf_weight=18.369204173838927 0.093861999966356247 0.074365066220707376 0.091354307013148173 0.3678281196662273 0.037332182400859781 0.19736652469327964 0.070941090886663782 0.20741216025885478 0.10455178584743408 0.094992217200342566 0.094931299404152014 0.065984023005967063 0.3742256919867939 0.12509127633302353 0.045746201667668629 0.039349426049739122 0.18957243521401779 0.042570265582714706 0.052636798379012362 0.13479634390421324 0.036531164072728606 0.069683585169514117 0.046081003916825347 0.091760627914469595 0.060596221703439923 0.048640335739662532 0.05635397134173914 0.044722774924593978 0.062958067607382873 0.19254455124686842
leaf_count=1758 21 23 14 30 4 21 17 62 16 9 73 8 38 22 66 5 30 107 37 66 92 6 38 61 65 9 59 15 23 105
internal_value=-8.90654e-05 0.026282 -0.000296218 0.000679508 -0.00712118 -0.0223935 -0.0126818 -0.0449955 -0.0645811 0.019266 -0.00242176 0.000119641 -0.00169877 0.00217022 -0.0204951 0.0103775 0.0108512 0.0233201 -0.0225019 -0.00549936 -0.00902517 -0.0467389 0.0030208 0.00812642 -0.000527655 0.00885321 -0.000671425 0.0157018 0.00493108 -0.0106389
internal_weight=21.584 0.168227 21.4158 18.737 2.67873 0.861549 0.770195 0.382905 0.311964 0.38729 0.292298 1.81718 1.77984 1.71386 0.455617 1.25824 0.330526 0.284779 0.0952071 0.884018 0.844669 0.20448 0.640189 0.603658 0.511897 0.451301 0.40266 0.346306 0.300225 0.237267
internal_count=2900 44 2856 1788 1068 212 198 95 78 103 94 856 852 844 262 582 240 174 144 544 539 72 467 375 314 249 240 181 143 120
is_linear=0
shrinkage=0.1


Tree=423
num_leaves=31
num_cat=0
split_feature=4 4 2 3 4 2 0 3 0 4 3 3 4 3 2 1 1 0 3 3 3 0 3 0 2 0 2 0 4 3
split_gain=0.00987884 0.0400701 0.048371 0.0385254 0.0798116 0.0427752 0.0353984 0.0770372 0.0614782 0.0337286 0.033361 0.0425687 0.0307548 0.0305686 0.0802078 0.0493551 0.0339715 0.0264364 0.0349611 0.032037 0.0429353 0.0575826 0.0251106 0.0236286 0.0692825 0.113901 0.108974 0.0597782 0.0703703 0.0567783
threshold=43.411469133450005 43.673409002000007 -0.089514999999999997 0.089580000000000021 43.812290675100009 -0.23771499999999998 95.897301513100004 0.080125000000000016 94.964406541850011 43.902382686800003 0.078505000000000019 0.075065000000000021 44.215931556700006 0.082325000000000023 -0.094344999999999998 61.987779113750001 63.565904036300005 103.44649194340002 -0.22253999999999999 0.086230000000000015 0.090720000000000023 103.82556453975 0.080375000000000016 88.232507383150008 -0.079074999999999993 86.866770652900016 -0.076709999999999987 86.458125017100016 41.495754733000005 0.25847000000000003
decision_type=2 2 2 2 2 2 2 2 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 -3 12 8 10 13 -5 11 -8 -6 14 16 -15 -7 23 -19 -20 21 -21 -18 24 25 29 -26 -28 -29 -1
right_child=1 3 -4 9 5 6 7 -9 -10 -11 -12 -13 -14 15 -16 -17 22 18 19 20 -22 -23 -24 -25 26 -27 27 28 -30 -31
leaf_value=-0.0084871810192224742 0.063761522354085776 -0.1023317193155777 -0.017948725482231958 0.073425622011002126 0.047731762382110979 -0.0063412200517966926 0.010560549383217223 -0.07945609590125384 0.077277599037711295 0.010144462032192453 0.064680815987235199 -0.079383838910208324 -0.08846916591751508 -0.0083153906110884062 -0.075572814289821696 0.062607710510143216 0.0046089041012940179 0.049810857807269376 -0.10051657486778171 -0.10217872909045188 -0.10142515394095052 0.05186748486785997 0.081818264455909395 0.002987958074341998 0.066506322992121503 -0.047770753852212133 -0.0076458750773652903 0.041074130931230607 -0.005090841463644225 0.047493402019558706
leaf_weight=3.5252565935518949 0.2291191052292163 0.080375483472380771 0.10595150648916396 0.12094774166780542 0.02054367104744903 0.4306420018447169 0.2358366294749884 0.14948427954342769 0.13006167685307435 0.27741536765537944 0.075735218627642098 0.067730886297340476 0.085901893561469933 0.19570324313826859 0.13954809408238533 0.19677918945531303 0.077664338171985037 0.04535398717496264 0.07442276727933439 0.033400722611986566 0.048564704282246574 0.088720755302383658 0.092045346857048571 9.6324319162700203 0.26882860888508719 0.77429910979117256 2.7445203795675663 0.66772099086665526 0.6531989507493563 0.19099488362553518
leaf_count=357 30 17 36 9 17 59 79 63 17 68 35 82 111 11 41 37 42 69 187 5 128 69 5 913 8 38 289 42 22 14
internal_value=-9.18271e-05 0.00554996 0.0379242 0.000985246 -0.00472866 -0.000594716 0.00306521 -0.0186559 0.0121633 0.0293574 0.00530564 -0.00950752 -0.0621828 0.0046845 -0.00728193 0.0272434 0.00859187 -0.0009078 -0.0308418 -0.0457655 -0.0218928 0.00973522 0.0464849 -0.000436727 -0.00417482 -0.0128798 0.00484402 0.000766576 0.0182454 -0.00561009
internal_weight=21.4592 2.71149 0.335071 2.37642 1.97805 1.89768 1.79123 0.528787 1.26244 0.398363 0.379303 0.303568 0.106446 1.13238 0.7399 0.392482 0.600352 18.7477 0.290463 0.245109 0.170686 0.122121 0.16971 18.4573 8.82482 4.49055 4.33427 4.06544 1.32092 3.71625
internal_count=2900 759 66 693 616 599 471 259 212 77 196 161 128 195 147 48 106 2141 458 389 202 74 47 1683 770 409 361 353 64 371
is_linear=0
shrinkage=0.1


Tree=424
num_leaves=31
num_cat=0
split_feature=2 4 3 2 2 2 3 4 3 3 0 2 2 0 0 3 4 1 4 1 0 2 2 3 3 3 1 4 4 1
split_gain=0.01115 0.0189821 0.0144185 0.0687743 0.122448 0.0517846 0.0476114 0.0301647 0.0239498 0.0348525 0.0318259 0.0267748 0.0686687 0.0788944 0.126571 0.0619318 0.0581024 0.0740641 0.0588463 0.0378083 0.0337707 0.0455425 0.0300021 0.0692627 0.0882951 0.0413054 0.0833472 0.0695256 0.067713 0.0357926
threshold=0.68694500000000025 41.43512228960001 0.11614000000000002 -0.033594999999999993 -0.091399999999999995 0.03546500000000001 0.11308000000000003 40.259171735100004 0.11048000000000002 0.10818500000000002 89.219171517050015 -0.25167499999999993 -0.26138499999999998 87.393708446500014 91.144107538500023 0.09310000000000003 40.08085804200001 69.873026810350026 41.028010303750008 78.285212300550015 97.32487278035002 -0.59511499999999995 0.15675000000000003 0.10273500000000002 0.094415000000000013 -0.11050499999999999 76.919475570250015 41.061442884200012 37.663157789700008 61.971648364950006
decision_type=2 2 2 2 2 2 2 2 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 7 -5 8 -4 9 11 -10 12 13 15 -15 -1 17 -16 -18 -19 -20 -22 29 24 25 -24 28 -28 -27 -13
right_child=1 -3 3 5 -6 -7 -8 -9 10 -11 -12 22 -14 14 16 -17 18 19 20 -21 21 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.067781990970389311 0.056843778620293786 -0.012153324283767825 -0.016253187193763948 0.073597785640338129 -0.064819352770707869 -0.0018911738926885111 0.042574110981526594 0.027817857548916188 0.0052508552655644572 0.036018211927052089 -0.05146790894556328 -0.0081181500658925373 -0.10220144400733669 -0.096401544705543143 0.091321707105700339 -0.018262197744673216 -0.10424978338200666 -0.043870256500295399 -0.067524646378795392 0.046838814733047275 0.044574165032322033 -0.054706042649700928 0.016299678228180108 -0.096791264872201743 0.045006229319444743 -0.003545367781957551 -0.049476325774682611 0.084623888381987644 -0.092647012672871773 0.0040881043668889051
leaf_weight=0.2033342827496083 0.089482978941829994 0.071921203470992623 0.32369880225737435 0.14356511316873177 0.42343208906754626 0.24759168501280193 0.26434546833479444 0.29854790408444387 0.18877338140919064 0.27012019602648152 0.20786534939100321 2.9213599607021132 0.082701761929416473 0.18937909386761476 0.11555178358685225 0.1421175456034689 0.084276115232796656 0.12181693632203405 0.072956556112330873 0.073780310955438466 0.13887321569379196 0.06924369910146666 0.18274122013338001 0.09522949888104737 0.24123164342336167 0.12676464884861871 0.071408777779694788 0.084308424976232033 0.26068842228437461 13.520803889239268
leaf_count=40 21 23 37 19 51 38 30 36 11 30 29 396 49 16 7 13 25 42 12 66 27 37 45 12 35 15 46 14 56 1622
internal_value=-8.47316e-05 0.0260989 -0.000284394 -0.00995586 -0.0233368 0.0258153 0.000419942 0.00489167 -0.000152525 0.000353365 -0.0244736 -0.00015911 -0.0140396 -0.00802045 -0.0241402 0.0323837 -0.00391131 0.0278453 -0.0309567 -0.00965432 -0.00898077 0.0115421 0.00086701 -0.01542 -0.00740782 -0.0248258 -0.0386619 0.0231282 -0.0634953 0.00191936
internal_weight=21.3279 0.161404 21.1665 1.43684 1.04568 0.391157 19.7297 0.622247 19.4653 19.0687 0.396639 18.7986 1.29403 1.21133 0.865878 0.345452 0.676499 0.311149 0.36535 0.195597 0.281073 0.208117 17.5045 1.06237 0.967143 0.725911 0.54317 0.155717 0.387453 16.4422
internal_count=2900 44 2856 181 124 57 2675 73 2645 2605 40 2575 334 285 232 53 216 115 101 108 76 64 2241 223 211 176 131 60 71 2018
is_linear=0
shrinkage=0.1


Tree=425
num_leaves=31
num_cat=0
split_feature=1 0 1 3 3 3 3 3 1 4 0 0 4 4 2 2 3 1 2 1 1 3 1 0 3 0 1 1 2 3
split_gain=0.0109061 0.0523581 0.0322096 0.0270747 0.053016 0.0280983 0.0360009 0.0359717 0.0236059 0.0443662 0.0421729 0.0293267 0.0759289 0.130994 0.0628795 0.0343902 0.0312031 0.0301898 0.0563291 0.035448 0.0523585 0.0272643 0.0257658 0.0767353 0.0681493 0.0633675 0.0418503 0.0630923 0.0350851 0.0466166
threshold=81.524804347700012 100.67200315280002 82.011415269350024 0.095845000000000027 0.093480000000000021 0.079785000000000009 0.086230000000000015 0.090390000000000012 80.288113607700012 42.207998345450008 100.67200315280002 98.851916998450022 39.995120105550008 41.24714903835001 -0.22573999999999997 0.11529000000000002 0.084065000000000015 76.919475570250015 -0.10518999999999999 75.779569322950024 75.465019721650009 0.082775000000000029 71.090898343450007 95.502098167950024 -0.059734999999999996 97.152811460000024 75.28220456885002 73.865387134100004 -0.071129999999999985 0.084795000000000023
decision_type=2 2 2 2 2 2 2 2 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 -4 -7 -8 11 10 -10 17 15 -14 -15 -13 21 19 -19 20 22 -16 -1 24 -24 28 27 -27 29 -25
right_child=1 2 3 -5 -6 6 7 -9 9 -11 -12 12 13 14 16 -17 -18 18 -20 -21 -22 -23 23 25 -26 26 -28 -29 -30 -31
leaf_value=0.0011636990627972139 -0.10177016471603534 -0.10093565520632156 0.011413213231205562 -0.065145489036174634 0.082286121178176713 -0.10080708232538947 0.032448945180568213 -0.10101981971621055 0.034226158855640267 0.059987918908669891 -0.034298788308078983 -0.10134391540895782 0.045286106229329388 0.018834874887901577 -0.073983196795477602 -0.010099052840352049 -0.10156003421481517 -0.016900491116385998 0.073728634135702881 -0.03700332873358677 0.043777488308856145 0.02446694808613796 -0.0112845327777195 0.035862903335841204 -0.1011960626906612 -0.003786459833561464 0.0040651346911779254 -0.1025382293201631 0.030796175522433862 -0.040363380741537641
leaf_weight=16.5583396430326 0.059758397323889989 0.032696961526539781 0.34237956779575462 0.056747931205961999 0.081023137560144121 0.059750760522215174 0.075503881711126652 0.027565156973158089 0.18068938236683507 0.18929307499229253 0.17857220695441356 0.13439917918583333 0.31248127005528659 0.11503619808854637 0.064984159579012157 0.059634768303681085 0.14158639946799667 0.12370889903661464 0.15389298213844327 0.25373046085041906 0.27702199921077308 0.049599277313973289 0.17560915876129002 0.13199210981838394 0.1621309284076905 0.11906124791858019 0.19207498902414955 0.14169225963269128 0.53122727840673167 0.2045779036161548
leaf_count=1456 16 31 300 102 29 112 73 34 9 37 33 97 26 35 45 16 39 46 42 30 23 6 37 16 86 15 17 29 33 30
internal_value=-8.56474e-05 -0.0120501 -0.00411495 0.000808674 0.00719322 -0.00485007 -0.0390487 -0.00324642 0.000344592 0.0208088 0.000165599 -0.000219438 -0.0180909 -0.0024221 -0.0425829 -0.0733005 -0.0701633 0.000605061 0.0333412 0.000120323 0.000629653 -0.0313675 -2.64979e-05 -0.0119103 -0.0544462 -0.00103205 -0.031356 -0.0574477 0.0147914 -0.0104698
internal_weight=21.1868 0.735426 0.675667 0.64297 0.586223 0.505199 0.16282 0.103069 20.4513 0.548555 0.359262 19.9028 0.877721 0.683687 0.371206 0.194034 0.25617 19.0251 0.277602 18.7475 18.4937 0.114583 18.2167 1.65837 0.33774 1.32063 0.452828 0.260754 0.867797 0.33657
internal_count=2900 697 681 650 548 519 219 107 2203 79 42 2124 264 151 125 113 90 1860 88 1772 1742 51 1719 263 123 140 61 44 79 46
is_linear=0
shrinkage=0.1


Tree=426
num_leaves=31
num_cat=0
split_feature=4 4 4 2 4 0 0 0 1 4 4 4 4 1 2 3 3 4 4 2 4 3 0 0 1 4 1 0 1 1
split_gain=0.0114343 0.0612707 0.0550649 0.169196 0.0477676 0.0452735 0.0961441 0.0914809 0.0514648 0.114147 0.0472783 0.0437484 0.0386735 0.0803848 0.0754767 0.036133 0.0256171 0.0248525 0.0258176 0.182011 0.161822 0.0604264 0.0360954 0.214537 0.160337 0.084171 0.153307 0.144769 0.138382 0.100495
threshold=36.514114975300011 36.372781240150012 37.020641110850008 -0.081169999999999992 36.173488152900006 93.679323555450011 96.588235252600015 89.528344202050008 61.767325547050007 35.131296350900008 34.394321486900004 35.131296350900008 37.858673296900008 67.649671936450019 -0.033594999999999993 0.11467000000000002 0.096085000000000018 38.052786106700005 38.592454371550012 -0.11420499999999999 38.703421923500009 0.091885000000000022 90.337570099350003 90.662873533100012 65.111767461350013 39.995120105550008 69.873026810350026 93.867515624600017 75.085947125300024 68.214248143850014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 5 7 -7 8 11 -10 15 -1 13 -4 -15 -8 -9 -14 19 -19 -20 -21 24 -24 -22 26 -25 -28 -29 -27
right_child=2 -3 12 -5 -6 6 10 16 9 -11 -12 -13 17 14 -16 -17 -18 18 20 21 22 -23 23 25 -26 29 27 28 -30 -31
leaf_value=0.070623802813767317 -0.096304758368382301 0.070519572679656237 0.06301490597607512 0.016780673411331003 -0.059167301756123863 -0.10271299646032298 -0.066607909682284999 0.064845176733475882 -0.10324132759938205 0.032247813290563657 0.071156984424315617 -0.039573683764221719 -0.034637201390335097 -0.080905397006509033 0.023384344471467259 0.0809985944052386 0.020968198587226004 -0.077503180831431914 -0.10476699034743416 0.0025263884955091485 -0.0013750442010555175 0.067060171673217206 0.084738682250972683 0.091751933779841213 -0.066939514293628918 -0.047421688966190423 -0.05546179485118391 0.061599256112291993 -0.017532913464014702 9.3975745351967572e-05
leaf_weight=0.093702850141170524 0.23362362234165879 0.14329750319645373 0.29047073745460039 0.30507209104917343 0.1175305266395269 0.10622485345675159 0.07080147168158557 0.29642797977430746 0.1453388883885296 0.10867551847786672 0.085420159803024198 0.058529084431938827 0.21282510638366403 0.1014875448858632 0.21945335681266442 0.021656919283594811 0.24144441436510533 0.15967366742273725 0.14917034147947816 0.23516139596870544 10.325726666034527 0.37883960850672338 0.32613040316749753 0.26312761475128343 0.38696822622530724 0.49638690954600395 0.27994469803525113 0.50404061038352665 0.39352704787077997 4.3093470215394039
leaf_count=49 34 12 33 26 24 26 134 28 36 11 50 11 24 65 22 12 15 32 12 34 845 30 29 18 70 83 15 33 114 973
internal_value=-9.13297e-05 0.00835614 -0.000734052 -0.0322627 0.0017369 0.00756492 -0.0274343 0.0180969 -0.0177208 -0.0452747 0.0175203 0.0282558 0.000158343 0.0249012 -0.00959403 -0.0320334 0.0451493 -0.000662902 -0.000265793 0.0176094 -0.00105903 0.0423438 -0.000164035 0.00567005 -0.00374339 0.00154178 0.0227434 0.00732274 0.0269048 -0.00481394
internal_weight=21.06 1.48905 19.571 0.538696 1.34575 1.22822 0.284103 0.944119 0.406246 0.254014 0.177879 0.152232 19.0323 0.611412 0.320941 0.0924584 0.537872 18.4209 18.208 0.773675 17.4344 0.614001 17.2852 6.5725 10.7127 6.24637 1.44064 1.17751 0.897568 4.80573
internal_count=2900 408 2492 60 396 372 222 150 107 47 196 60 2432 120 87 146 43 2312 2288 96 2192 64 2180 1265 915 1236 180 162 147 1056
is_linear=0
shrinkage=0.1


Tree=427
num_leaves=31
num_cat=0
split_feature=4 3 0 4 1 4 3 4 2 0 2 4 1 4 4 0 3 3 3 3 4 4 4 0 2 1 0 0 1 1
split_gain=0.0124455 0.0327591 0.030321 0.0189237 0.0489381 0.051394 0.0470859 0.046554 0.149683 0.0373594 0.0476999 0.0339045 0.0298525 0.0288042 0.0407506 0.0253585 0.0388852 0.0225786 0.0182697 0.0759352 0.06569 0.125682 0.0838679 0.116254 0.138987 0.0781552 0.10459 0.037105 0.045504 0.0487109
threshold=32.785955158400007 0.088500000000000023 92.851278451300018 36.514114975300011 69.64719632740001 34.997818021800008 -0.093074999999999991 37.020641110850008 -0.081169999999999992 88.576630023850015 -0.081844999999999987 37.360990606650006 60.990361147350008 37.511241581900002 37.737818700150008 97.835679825150024 0.11467000000000002 0.088395000000000015 0.10500500000000003 0.10661000000000002 40.259171735100004 40.036761086100007 40.532725462000009 86.20003303655001 -0.091399999999999995 62.132955852800002 93.776108048200015 86.388225105700016 75.403185184700007 63.431481129800005
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 15 -7 8 -5 12 -11 17 -2 -13 -15 -6 -17 -9 -16 -20 21 25 -22 24 -24 -21 -27 -25 29 -29
right_child=3 -3 -4 7 5 6 -8 11 -10 10 -12 13 -14 14 18 16 -18 -19 19 20 22 -23 23 27 -26 26 -28 28 -30 -31
leaf_value=-0.10033588775704685 0.023914295244413714 -0.07489179591560445 0.062373874156817888 -0.093501791335373993 0.042544763945278743 0.017819220074082875 -0.10205537994359595 0.0052492663808552135 0.015142654931074199 0.060511282721277898 0.010162032700185885 -0.058350157497991953 -0.051511451467349624 0.04532979167995279 0.00077592842639187933 -0.10074813859724228 0.06864370878808583 0.079418970261237065 -0.0597098927960436 0.05434736497783102 0.071728648210359069 -0.091042510907825905 0.017062463188539514 0.054607349455325305 -0.10253799021736537 -0.099771863640154543 0.016852776377822488 0.018539972504779179 0.049732603292329702 -0.043996060896617728
leaf_weight=0.015084601287387533 0.103843275639522 0.074559071511146269 0.047570917691603931 0.21741090713689637 0.11554405483184382 0.04787249425180562 0.1038451792541224 0.076095451809211734 0.30430827878490596 0.35048143635503948 0.40627992211375386 0.084937570761215109 0.10607528342166006 0.19637427275481911 15.956855639789181 0.036803232944972564 0.021450458768889291 0.089102900057120848 0.25881721484454212 0.17358358477940816 0.18847361057487422 0.21669443510472775 0.18584311603808601 0.22831603413214907 0.20362639504855884 0.12648307590279728 0.19614581411480536 0.3014378547668457 0.19224672671211351 0.21226638976077083
leaf_count=47 19 53 68 34 11 7 70 30 26 22 22 12 29 36 2063 52 8 18 23 14 15 10 21 13 38 10 44 17 38 30
internal_value=-8.30099e-05 -0.0301003 0.0232008 0.000115955 0.0118337 -0.0217026 -0.0642305 -0.000664176 -0.0301317 0.0231265 0.0334805 0.000149797 -0.0141996 -0.00024819 1.66052e-05 0.0154224 -0.0383738 0.0452541 -0.000465931 -0.00844366 -0.00248057 -0.0275049 0.00931675 0.000430545 -0.0454683 0.000241751 -0.0288686 0.0195645 0.00823102 -0.00730038
internal_weight=20.8384 0.137215 0.0626555 20.7012 1.2922 0.325515 0.151718 19.409 0.521719 0.96668 0.756761 18.8873 0.209919 18.7221 18.6372 0.173798 0.0582537 0.165198 18.4408 2.48393 2.22512 0.712907 1.51221 1.32374 0.38947 0.496212 0.322629 0.934267 0.705951 0.513704
internal_count=2900 168 115 2732 240 148 77 2492 60 92 44 2432 48 2384 2372 71 60 48 2336 273 250 78 172 157 59 68 54 98 85 47
is_linear=0
shrinkage=0.1


Tree=428
num_leaves=31
num_cat=0
split_feature=2 4 2 3 3 4 4 4 2 4 0 1 0 0 0 1 4 4 4 1 1 2 4 3 2 0 3 4 3 3
split_gain=0.0110796 0.0156755 0.0149881 0.053098 0.0310124 0.0126841 0.0507895 0.0390815 0.132023 0.0379679 0.0374161 0.139223 0.0767175 0.0885385 0.0880658 0.0466932 0.100362 0.0398584 0.0371258 0.0309852 0.0386048 0.0293599 0.0840683 0.0999687 0.0412046 0.0438956 0.0326916 0.0456296 0.0480207 0.0311717
threshold=0.68694500000000025 41.43512228960001 0.27148500000000009 0.094415000000000013 -0.25765499999999997 36.514114975300011 36.372781240150012 37.020641110850008 -0.081169999999999992 36.173488152900006 89.528344202050008 65.727424373200009 92.031298721500022 93.679323555450011 96.588235252600015 61.767325547050007 35.131296350900008 35.131296350900008 34.394321486900004 77.52437864960001 78.349735295650007 0.20327000000000003 40.12915366295001 0.070195000000000021 0.15675000000000003 88.232507383150008 0.12746000000000005 40.259171735100004 0.25847000000000003 0.11906000000000001
decision_type=2 2 2 2 2 2 2 2 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 9 8 -7 10 15 -12 -13 -14 -15 17 -17 -1 19 -16 -21 24 -23 -24 26 -26 29 -28 -29 -9
right_child=1 -3 3 -5 -6 7 -8 21 -10 -11 11 12 13 14 18 16 -18 -19 -20 20 -22 22 23 -25 25 -27 27 28 -30 -31
leaf_value=0.069598416415985936 0.056134970756182401 -0.008172331160343306 0.011966857389530166 0.02055006283091192 -0.096557399634938423 -0.090489710700351486 0.068945987240976683 0.00064569743572853819 0.013694410007405159 -0.05375658969541125 0.090893558691891904 -0.07869031785847988 0.069619093464904191 -0.10227238210210284 -0.10142843609971067 -0.10240357343838323 0.028801686658960442 -0.037356604750166909 0.07099445345022308 0.091255636533526474 -0.10040735433503284 0.077601380690133184 -0.10401188931221217 0.041320791792179519 -0.062801716563186269 0.0020370922499108137 -0.061423172894807823 -0.044761644621873743 0.023169698839715723 0.041195018247021653
leaf_weight=0.088676361153350092 0.082939892930098291 0.06981012464621017 0.035773650276723856 0.13585234538981172 0.099768074218283931 0.20294116544385865 0.12941804436394821 16.783741760289317 0.30358349325229461 0.1072583750257009 0.20850576180964708 0.11289217375451699 0.17063988582231104 0.090934665702889106 0.032546094175472717 0.13175299223495074 0.10457184516099005 0.057395079827983864 0.076938855876496071 0.030715977505224146 0.015974574659265883 0.1780287737992684 0.07927508772991132 0.11745492222891585 0.21622539805593888 0.20191302187674864 0.20080056652955036 0.17252130893348294 0.26223544046524694 0.19174611909511341
leaf_count=48 21 23 12 28 59 34 10 2100 24 22 13 13 13 26 14 36 11 10 45 6 93 30 11 34 25 24 26 22 36 31
internal_value=-8.75243e-05 0.0267451 -0.00028707 -0.0236316 -0.0679145 2.55089e-05 0.00935982 -0.000644916 -0.0280474 0.00308418 0.00852012 0.0216576 -0.00554735 0.0142187 -0.0240376 -0.0168738 -0.0443463 0.0275731 0.0215154 -0.0265289 0.0256806 0.000109271 0.0278127 -0.017243 -0.000466579 -0.031492 0.000270056 -0.0219968 -0.00378699 0.00110372
internal_weight=20.6928 0.15275 20.5401 0.271394 0.135542 20.2687 1.35822 18.9105 0.506525 1.2288 1.12154 0.739148 0.530642 0.41775 0.24711 0.382396 0.236325 0.146071 0.156176 0.0792366 0.0466906 18.4039 0.374759 0.19673 18.0292 0.418138 17.611 0.635557 0.434757 16.9755
internal_count=2900 44 2856 99 71 2757 360 2397 58 350 328 223 210 197 184 105 47 58 158 113 99 2339 75 45 2264 49 2215 84 58 2131
is_linear=0
shrinkage=0.1


Tree=429
num_leaves=31
num_cat=0
split_feature=4 3 0 2 3 3 2 4 4 4 2 4 4 1 1 3 4 0 1 0 1 1 4 4 4 0 0 1 2 3
split_gain=0.0127331 0.0282307 0.0264349 0.014292 0.0458032 0.137996 0.0407779 0.0527566 0.0388518 0.0369185 0.0954133 0.0587089 0.0781618 0.130871 0.114596 0.0603285 0.0603217 0.106794 0.0494995 0.0480418 0.0473245 0.0421078 0.0317181 0.0888446 0.072269 0.126865 0.0686235 0.114154 0.0590859 0.0478795
threshold=32.785955158400007 0.088500000000000023 92.851278451300018 -0.11808 0.085345000000000018 0.087205000000000019 -0.5169149999999999 40.036761086100007 35.337501601400007 42.599563320500003 -0.5331499999999999 40.259171735100004 37.797539186950011 69.276189105400007 70.182199495350019 0.092425000000000021 40.742467179200005 87.181320254150009 67.980352286500008 97.550703263350016 77.403398033700014 71.090898343450007 43.022303514600004 43.061965423550006 42.773538294100007 86.458125017100016 85.775256651950016 61.950140699950005 -0.11420499999999999 0.083905000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -2 -8 11 -11 12 18 -14 -15 -13 -17 -18 -7 -19 -16 -20 24 -24 28 -26 27 29 -5 -25
right_child=3 -3 -4 22 5 9 8 -9 -10 10 -12 15 13 14 20 16 17 19 21 -21 -22 -23 23 26 25 -27 -28 -29 -30 -31
leaf_value=-0.10029748325527009 0.02140147310445524 -0.073400164778037874 0.059583382182397705 -0.0423117043144303 0.065651554748289973 0.076637958147393132 -0.072244989155318823 -0.10341785422458322 0.00034331204144463605 0.034505657906926959 -0.073890900363883891 0.068993698856572486 -0.074171962015788337 0.078723776871576959 -0.10228411167735525 0.047361137822192041 -0.061034210237798203 0.054919270380737073 -0.1023650926961482 -0.01320853108662523 0.025036629868815274 0.04238053333073824 0.078497500408936077 0.075766042037972492 0.0058490177045414293 -0.095726782507929389 0.0125635311736964 -0.08425999915612889 -0.00062849100953893487 -0.036547048237259801
leaf_weight=0.013612544314683173 0.053767881342651314 0.07130366921632092 0.043037194930353628 0.34961418577134828 0.42660791322190794 0.13500259845750484 0.076601290490272311 0.091464948149024394 1.9710444537801244 0.14279504323595482 0.1882671977645457 0.23007526572092707 0.31922008555102366 0.15010049194097519 0.073586431575222377 0.32195395307371655 0.22600423803669401 0.23015817115083337 0.036247120785589004 0.18809988299946667 0.048391841379183731 0.045110194759029554 0.17328788275972451 0.091192317876874873 0.26832795033786361 0.22696517590131293 1.6412977443976382 0.20663779903748036 12.449810554821939 0.065019641487197077
leaf_count=47 28 53 68 27 31 11 25 50 570 32 30 19 19 7 26 21 20 11 6 37 24 38 8 35 34 37 319 49 1200 18
internal_value=-8.52079e-05 -0.0315326 0.0211651 0.00011178 0.00478615 0.013354 -0.00600388 -0.0572074 -0.00237218 0.00379924 -0.0271369 0.00891004 -0.0119211 -0.0307389 0.0202196 0.0229739 0.0120156 -0.00564738 0.0395068 0.0242807 -0.0517728 -0.022108 -0.00138505 0.00980275 -0.00321741 -0.0406975 0.00386309 -0.0354921 -0.00176706 0.0290183
internal_weight=20.5546 0.127953 0.0566497 20.4267 4.9545 2.76162 2.19288 0.145233 2.04765 2.33501 0.331062 2.00395 0.807659 0.591299 0.272079 1.19629 0.966216 0.644262 0.21636 0.418258 0.121978 0.0813573 15.4722 2.17744 13.2947 0.495293 2.00415 0.36285 12.7994 0.156212
internal_count=2900 168 115 2732 1005 332 673 78 595 301 62 239 131 76 57 108 89 68 55 48 50 44 1727 429 1298 71 421 102 1227 53
is_linear=0
shrinkage=0.1


Tree=430
num_leaves=31
num_cat=0
split_feature=1 0 4 1 0 2 0 0 2 2 2 4 2 2 2 0 1 0 2 4 2 4 1 0 4 0 2 3 3 3
split_gain=0.0117337 0.0923438 0.0689436 0.0602274 0.0592424 0.115534 0.0887562 0.0841678 0.0530637 0.213861 0.091142 0.0549498 0.0806143 0.0727942 0.0984688 0.244181 0.107501 0.0587345 0.0645225 0.132213 0.0949516 0.0580425 0.054632 0.0835754 0.0521869 0.0996926 0.0851065 0.0691508 0.0544425 0.0707654
threshold=68.961639504150014 93.262612545250008 34.394321486900004 68.214248143850014 91.625341543800019 -0.053019999999999991 90.337570099350003 90.662873533100012 -0.060760000000000002 -0.069554999999999992 -0.046474999999999995 38.238138001450004 -0.117115 -0.079824999999999993 -0.092289999999999997 97.550703263350016 76.42211081615001 93.442739239950015 -0.101965 42.541806567400009 -0.103615 42.280042771400005 69.873026810350026 93.910530954700008 39.468990633150007 94.230457472250009 -0.117115 0.10017000000000002 0.092290000000000025 0.089580000000000021
decision_type=2 2 2 2 2 2 2 2 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 -1 -8 9 11 -10 12 -3 14 17 -16 -17 -13 20 -20 24 -18 -12 -24 26 -26 -19 28 29 -27
right_child=1 8 -4 -5 5 -7 7 -9 10 -11 22 13 -14 -15 15 16 21 18 19 -21 -22 -23 23 -25 25 27 -28 -29 -30 -31
leaf_value=-0.00080381439895541246 0.022337674913382108 0.0092422161925425957 -0.084589020413557758 0.03621505227809594 -0.10288852388511514 0.013284521338618833 0.067326874592401539 0.0043842759157260531 0.05904760885520987 -0.10508222426227423 0.05742526236174577 0.10060836226343231 -0.10228599908945453 0.035179979333097286 -0.10439625166637451 0.091953939647821045 -0.068641903849690919 0.0051293728585281341 0.071721771314880764 -0.037059944109402033 -0.107317046067525 0.01452149142218581 -0.10234246852596827 0.0024551218849116208 0.060237932543119127 -0.015641828288057439 -0.10812642897018249 0.043855020061854849 -0.065098713060563571 0.090864591932548311
leaf_weight=12.040238215377581 0.081657677539624163 0.12902485738222058 0.23055634561167437 0.48455084446641272 0.15972135820447875 0.18447991581979373 0.38342988153453994 0.47642763730880233 0.34247380477495437 0.21334916489524847 0.16716519638429717 0.062894709888503431 0.13022093104660326 0.52894251287852379 0.31125978278032551 0.11890485259209527 0.13783705936796764 0.16350097625149651 0.32713233681828779 0.16967960097389323 0.088204250461785816 0.21455946513850677 0.079882236099450554 1.6065857245660424 0.28012134730602145 0.67275913024496936 0.11166462808615296 0.22268501488660775 0.19540047102084657 0.068759334776359537
leaf_count=1075 8 149 78 34 40 34 30 41 33 35 11 3 92 43 50 13 33 51 27 40 6 38 11 468 28 319 5 40 55 10
internal_value=-8.32156e-05 -0.00352916 -0.056623 0.00158725 0.000320367 -0.0406238 0.00141284 0.0324518 -0.000915789 -0.00757183 0.0116528 -0.00228303 -0.0467792 0.000856453 -0.00491559 -0.0356602 0.00973495 0.00526703 0.00265976 0.0345688 -0.00613223 -0.0180072 0.00289622 -0.00250878 -0.000927853 0.00669855 -0.0408308 -0.00623476 -0.01814 -0.00576573
internal_weight=20.3841 6.65522 0.312214 13.7288 13.2443 0.344201 12.9001 0.859858 6.34301 4.1469 2.19611 3.93355 0.259246 3.67431 3.14536 0.782561 0.471301 2.3628 2.29991 0.496812 1.8031 0.352397 1.85363 1.68647 1.71489 1.43973 0.275166 1.1596 0.936919 0.741518
internal_count=2900 1646 86 1254 1220 74 1146 71 1560 1037 523 1002 241 761 718 134 84 584 581 67 514 71 490 479 508 452 56 424 384 329
is_linear=0
shrinkage=0.1


Tree=431
num_leaves=31
num_cat=0
split_feature=4 3 1 4 3 4 0 0 1 0 1 2 1 2 4 3 4 3 0 3 3 3 4 1 4 4 0 2 3 2
split_gain=0.0118857 0.0235313 0.0159686 0.0178896 0.0154638 0.0145622 0.0387555 0.0693853 0.0734695 0.0541966 0.0609938 0.0382129 0.0628243 0.0605529 0.0322585 0.120261 0.0297888 0.0691658 0.0598428 0.0556491 0.0207938 0.0598714 0.0661023 0.0940201 0.077712 0.0687265 0.0907972 0.128211 0.0367454 0.0931492
threshold=32.785955158400007 -0.22588499999999997 57.129735272050006 30.509590007400003 0.048965000000000009 36.514114975300011 89.872466842800023 91.144107538500023 69.563854125350005 88.576630023850015 61.767325547050007 -0.0023999999999999998 71.787208999250012 -0.117115 37.020641110850008 0.090640000000000012 37.858673296900008 0.099780000000000021 90.837623311600012 -0.087385000000000004 0.10500500000000003 0.10661000000000002 40.259171735100004 62.084563606450011 39.420767558750008 40.532725462000009 86.20003303655001 -0.091399999999999995 0.10176000000000003 -0.053019999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 9 -8 -9 10 -2 13 -13 -10 15 -7 17 18 -16 -20 28 -22 23 -23 -25 -24 27 -27 -18 -30
right_child=5 2 3 -5 -6 14 7 8 11 -11 -12 12 -14 -15 16 -17 20 -19 19 -21 21 22 25 24 -26 26 -28 -29 29 -31
leaf_value=0.055446134696696341 0.03344156495616088 0.039174271513769197 -0.10030005700521204 -0.10182851997441389 0.06510559956930459 -0.091101556455908006 -0.064858939436253385 0.068290893676268255 0.021351347706191577 0.053855884321414416 -0.081308261042201402 0.078337054124011124 -0.053014679542202847 -0.1021950500243257 0.040882025791041013 0.011965758134674678 -0.00061872329906453405 0.074191549415549535 0.022911328488054297 -0.08252547205159369 -0.055393683072224378 0.041506582581397646 0.066849317881468126 -0.012387512038238218 -0.091073610477741943 0.016896458275916328 0.016930810843328068 -0.10222379846220386 0.043158358346247622 -0.016746896400584219
leaf_weight=0.024872362363538514 0.11682739143725551 0.015552358701833136 0.0092033595368867793 0.057127759815708945 0.014648308235045149 0.17918864296119252 0.15194553363835439 0.15848946280311793 0.069660051707204573 0.35085398558294401 0.076753878468252879 0.083822668362699915 0.064379915902236462 0.0921506177436342 0.18066479670233349 0.30746056511417663 14.413796371807537 0.17849545246432896 0.086597289300698321 0.11863632171163374 0.25256013226986285 0.14160656265448812 0.17484238946963149 0.25745188682594744 0.24491654093783666 0.18153657705988735 0.90157757734064603 0.17989177959952918 0.63229600316485346 0.44032774927472818
leaf_count=56 22 2 23 43 44 34 12 10 54 20 26 7 38 51 26 26 1971 23 22 49 23 15 15 39 21 21 98 38 46 25
internal_value=-9.16731e-05 -0.0312866 -0.0536341 -0.0714582 0.00128248 9.73391e-05 0.0109482 -0.00613798 0.0129065 0.03042 -0.0120561 -0.0154079 0.0212772 -0.0490079 -0.000572443 -0.0259846 0.000100206 0.0227188 -0.00108971 -0.0380369 -0.000616136 -0.00941431 -0.00383624 -0.0304624 -0.0507489 0.00808892 -4.54918e-05 -0.0423926 0.000710079 0.0185664
internal_weight=20.1581 0.121404 0.0965318 0.0809794 0.0238517 20.0367 1.16488 0.620448 0.468503 0.544435 0.193581 0.310013 0.148203 0.161811 18.8718 0.486649 18.3852 0.564394 0.385898 0.205234 17.8208 2.33438 2.08182 0.643975 0.502368 1.43785 1.26301 0.361428 15.4864 1.07262
internal_count=2900 168 112 110 67 2732 240 172 160 68 48 150 45 105 2492 60 2432 120 97 71 2312 270 247 75 60 172 157 59 2042 71
is_linear=0
shrinkage=0.1


Tree=432
num_leaves=31
num_cat=0
split_feature=4 4 3 2 3 3 4 4 4 0 4 3 3 0 0 1 4 4 2 4 4 0 1 0 1 4 4 0 4 1
split_gain=0.010638 0.0363743 0.0360547 0.044279 0.0340758 0.0321754 0.0262864 0.0502957 0.0304254 0.0746213 0.030111 0.0212044 0.0701699 0.0468063 0.107307 0.0207634 0.0187965 0.0267368 0.139075 0.0229356 0.0492166 0.0229292 0.121895 0.176958 0.0987821 0.0747484 0.0669696 0.0577068 0.0510748 0.12362
threshold=43.411469133450005 43.542456167850005 0.089580000000000021 -0.23871499999999998 0.096845000000000028 0.085880000000000026 43.245737185650007 43.162556114600001 43.082598263550004 89.665455566700004 43.32600771660001 0.082325000000000023 0.081550000000000025 86.866770652900016 95.502098167950024 74.292851976800009 43.022303514600004 42.898324343550009 -0.092624999999999999 42.871500973550006 42.773538294100007 85.807518149550006 61.960894532450006 85.656964494200011 61.923256118600001 42.072181850200003 42.564639561200003 85.839779647100016 40.621691032550004 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=6 -2 3 15 -4 11 7 8 16 -10 -8 12 -5 -13 -15 -3 17 19 -19 20 21 22 24 26 25 -1 -24 -23 -29 -30
right_child=1 2 4 5 -6 -7 10 -9 9 -11 -12 13 -14 14 -16 -17 -18 18 -20 -21 -22 27 23 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0086915255368573297 0.047185899332119009 -0.10157531557925964 0.047627352045887472 0.0033908467855155063 -0.018774135406168745 -0.037343799007756959 -0.00039026988290049165 0.053580400124083265 -0.10298185189651854 0.018765024690409925 -0.064583161156311658 0.051498583196185443 -0.10345293751838887 -0.1033438026774674 0.041866930884117193 0.01164550503430495 0.025149095728404833 0.060237823370945298 -0.10259786022931275 0.034764639528584204 -0.048930384466813526 -0.071346433634900952 -0.073704550699159863 0.058900749760074173 -0.069840703584650637 0.060599704755048403 0.058582655422609355 0.0049049121201890566 -0.052772547927047879 -0.0033782561173470423
leaf_weight=1.0472335648656153 0.19713039573295654 0.064509987962054871 0.2912903725250543 1.1486919392157799 0.10519361785941328 0.20408673758392115 0.1549283735616872 0.17044048781099164 0.096733706054975666 0.10497893973713701 0.13830262941132787 0.25725967202743039 0.064943752346607542 0.080368102781733342 0.13874353274323248 0.021627829981838431 0.27986040167118531 0.0888694477439671 0.12798898972908901 0.18214768488201016 0.21072941601677619 0.11859766799898253 0.16761864277849259 0.75639141837018542 0.2296140917901538 0.1828706197984501 0.04959035855381444 6.6685984346802964 0.55250491863080231 6.1092598214011105
leaf_count=184 33 103 50 385 35 45 22 22 27 17 22 15 12 25 35 21 22 16 28 11 33 8 86 32 21 36 7 960 43 544
internal_value=-9.32732e-05 0.00590799 0.0024843 -0.00302691 0.03001 0.000161962 -0.000979097 -0.000471317 -0.00101408 -0.0396201 -0.0306669 0.00469119 -0.00232655 0.0225701 -0.011395 -0.0731474 -0.000549769 -0.000985865 -0.0358672 -0.000521089 -0.000920468 -0.000283462 0.00864923 0.0360547 -0.00962964 0.0016095 -0.0435024 -0.00189965 -0.0012818 -0.00747486
internal_weight=20.0111 2.57385 2.37672 1.98023 0.396484 1.89409 17.4373 17.144 16.9736 0.201713 0.293231 1.69001 1.21364 0.476371 0.219112 0.0861378 16.7719 16.492 0.216858 16.2752 16.093 15.8823 2.43332 0.9736 1.45972 1.2301 0.217209 13.449 13.3304 6.66176
internal_count=2900 759 726 641 85 517 2141 2097 2075 44 44 472 397 75 60 124 2031 2009 44 1965 1954 1921 366 125 241 220 93 1555 1547 587
is_linear=0
shrinkage=0.1


Tree=433
num_leaves=31
num_cat=0
split_feature=1 3 0 4 2 2 2 1 0 2 0 0 4 0 3 3 3 0 3 3 4 1 4 0 3 3 4 2 4 4
split_gain=0.0100304 0.0849487 0.0699119 0.0757531 0.047499 0.196336 0.071959 0.0467586 0.0528405 0.102642 0.0744062 0.0731827 0.0456613 0.137461 0.0717092 0.0857939 0.0524794 0.184182 0.0734171 0.197821 0.221442 0.139196 0.129747 0.124031 0.095292 0.149588 0.15612 0.113594 0.10505 0.11867
threshold=68.961639504150014 0.25847000000000003 93.262612545250008 34.394321486900004 -0.060760000000000002 -0.069554999999999992 -0.046474999999999995 68.214248143850014 91.625341543800019 -0.053019999999999991 90.337570099350003 90.662873533100012 38.592454371550012 89.738043936200015 0.087205000000000019 0.10133000000000002 0.072890000000000024 86.280686780500005 0.085765000000000022 0.084365000000000009 42.526729949000007 63.431481129800005 43.673409002000007 88.76213363490001 0.08784500000000002 0.091975000000000015 41.169697216150006 -0.094344999999999998 42.178283198950005 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=7 2 3 -2 5 -4 -6 8 10 -10 12 -12 14 16 -1 -16 17 -14 19 20 -18 23 -22 24 -20 26 -26 -28 -27 -30
right_child=1 -3 4 -5 6 -7 -8 -9 9 -11 11 -13 13 -15 15 -17 18 -19 21 -21 22 -23 -24 -25 25 28 27 -29 29 -31
leaf_value=-0.019502873772186999 0.044423942781460453 -0.10178402854724328 -0.0011948481882740366 -0.080522708983121943 0.055489371051537353 -0.10459888977007946 0.0044346545471683572 0.032532189224793111 -0.10261062738864964 0.010763616987654975 0.06373851737325327 0.0040591606409395055 -0.0067286919012109342 -0.072671839572314739 0.058538084551580029 0.0022760940280825417 -0.049250115986942962 0.067139431651341439 0.028577883064367832 -0.091631552979919401 0.066769360884483903 -0.060628358254201112 -0.010132379833676583 0.062316476130248544 -0.10633792829277469 0.013956149625463097 0.043603619200059118 -0.038754061927895503 -0.067191704958814324 0.0066880148661439187
leaf_weight=0.42001811898119967 0.063168770051561185 0.086488671307896392 3.7405487526972312 0.20929257135270518 0.32639714473020864 0.19310141939448078 1.7902912120529988 0.46740530265742641 0.14361453954961689 0.17986473675773673 0.36580101237632412 0.46881650401223851 1.1258573266797327 0.27601913112448606 0.518939999802569 0.56736035167705268 0.68746187331271158 0.48208012129907718 1.0166646616396517 0.33270109865770781 0.41902834072243422 0.34987164003450733 0.46050207091320772 0.34671550849452604 0.25284339316476667 2.8244586696237097 0.2277461898047477 0.63282174061168917 0.38567699934264954 0.49834325095326903
leaf_count=119 7 39 983 77 33 33 474 34 40 34 30 41 261 18 45 34 39 27 51 27 17 38 44 10 19 150 15 59 44 58
internal_value=-9.36245e-05 -0.00334927 -0.0020028 -0.0515545 0.000228634 -0.00627091 0.0123074 0.00145771 0.000339004 -0.039571 0.00135878 0.0302158 -0.000677953 -0.00305214 0.0155861 0.0291532 -0.00113869 0.0154179 -0.00429489 -0.0215989 -0.00672965 0.00073519 0.0265054 0.00420624 0.000755431 -0.00511075 -0.0372555 -0.0169584 0.00454019 -0.0255439
internal_weight=19.8599 6.40929 6.3228 0.272461 6.05034 3.93365 2.11669 13.4506 12.9832 0.323479 12.6597 0.834618 11.8251 10.3188 1.50632 1.0863 10.0428 1.60794 8.43484 1.89969 1.56699 6.53514 0.87953 6.18527 5.83855 4.82189 1.11341 0.860568 3.70848 0.88402
internal_count=2900 1646 1607 84 1523 1016 507 1254 1220 74 1146 71 1075 877 198 79 859 288 571 127 100 444 61 406 396 345 93 74 252 102
is_linear=0
shrinkage=0.1


Tree=434
num_leaves=31
num_cat=0
split_feature=2 2 0 2 3 1 2 2 4 2 3 0 2 2 0 3 1 3 2 3 4 4 0 2 2 3 4 0 3 3
split_gain=0.0102747 0.0587966 0.059136 0.0729765 0.0429641 0.0943331 0.0866325 0.0758926 0.0534857 0.120551 0.0490736 0.0484811 0.0961293 0.0469726 0.042168 0.0505852 0.0612244 0.039432 0.0852843 0.0441243 0.0342265 0.0849894 0.0525322 0.0374413 0.0518971 0.0343884 0.0331774 0.0282141 0.0265602 0.120491
threshold=-0.016334999999999999 -0.031989999999999998 86.530713386650021 -0.024989999999999998 0.09642000000000002 67.980352286500008 0.11529000000000002 0.098830000000000015 41.289992964000007 0.022230000000000003 0.094165000000000013 89.057864029250013 -1.0000000180025095e-35 0.090855000000000033 95.762878606550018 0.080515000000000017 64.434276012450013 0.11614000000000002 -0.091399999999999995 0.11112000000000002 36.514114975300011 38.828362408050005 95.590817286200021 0.15675000000000003 0.26462000000000008 -0.12059499999999999 41.755948821900006 89.99344745865001 0.09495000000000002 0.094415000000000013
decision_type=2 2 2 2 2 2 2 2 2 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 26 -4 8 7 -7 -6 10 -10 11 13 -13 -2 15 16 -11 19 27 28 22 25 -14 -23 -25 -22 -3 -19 29 -1
right_child=4 2 3 -5 5 6 -8 -9 9 14 -12 12 20 -15 -16 -17 -18 18 -20 -21 21 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00072583373877693866 -0.075224576978018626 -0.048620059794453024 0.06668969020352597 0.0035791986777338916 0.075414807812024975 -0.10372116867447251 0.003260137296636783 0.0066330453312322462 -0.10384453711831786 0.086039556625291322 0.061447716641952005 0.083984200751857252 0.062456032650201498 0.0020996061136218619 0.018553447617934822 -0.10223306247324659 -0.10083615759742746 0.019549493597239061 -0.057900741138142447 0.047891172503688191 -0.0228824150359353 0.040693998460976009 -0.049681423287212867 -0.049269434191413781 0.04032863186384042 -0.1036109428089796 0.019617714107950227 -0.030184608695609901 -0.0081530868397119895 0.073122902782553498
leaf_weight=11.030417027651801 0.1856066507971279 0.14329932429245562 0.41586980132694862 0.32752165239435271 0.25925544372057607 0.11175749259884427 0.23457481850118445 0.42078378578480624 0.1938938554748687 0.044303495160932016 0.10774188046632627 0.12546616659474885 0.13357540452852856 0.13622064246374066 0.24109603847750449 0.08198349850378861 0.029011852540378413 0.37614661086081469 0.36918647045525987 0.1946967736584363 0.087917235785425873 0.17477585556115116 0.06078682155505355 0.18580424846015831 0.099140351229777934 0.13197689689677006 0.14171446263208054 0.16371215873447886 3.1496153535801197 0.23477991331492454
leaf_count=1547 24 13 39 24 21 35 58 41 56 60 12 13 14 21 120 63 24 34 52 37 19 32 58 31 28 26 33 39 309 17
internal_value=-0.000101686 0.000880785 0.0240366 0.0388846 -0.00543939 0.01122 -0.0312615 0.0328551 -0.013907 -0.0392294 -0.00344703 -0.00873882 0.00213102 -0.0424954 -0.00762334 -0.0482619 0.0120904 -0.000653738 -0.0208618 0.000603662 -0.00961964 -0.0202026 0.027385 0.00425487 -0.0180957 -0.0713344 -0.0146909 0.00446763 -3.50369e-05 0.00223467
internal_weight=19.5926 16.547 1.02841 0.743391 3.04567 1.02637 0.346332 0.680039 2.0193 0.590289 1.42901 1.32127 0.999443 0.321827 0.396395 0.155299 0.0733153 15.5186 0.909045 14.6095 0.873977 0.679615 0.194362 0.45972 0.284945 0.219894 0.285014 0.539859 14.4148 11.2652
internal_count=2900 2144 109 63 756 155 93 62 601 323 278 266 221 45 267 147 84 2035 125 1910 208 136 72 91 59 45 46 73 1873 1564
is_linear=0
shrinkage=0.1


Tree=435
num_leaves=31
num_cat=0
split_feature=0 2 3 2 3 2 4 1 3 3 4 0 4 4 0 4 2 4 4 1 4 3 3 2 3 4 1 3 0 1
split_gain=0.0103286 0.0243864 0.0306427 0.03728 0.0296466 0.0273776 0.0325088 0.0138158 0.0130565 0.0344143 0.0116499 0.0489543 0.0294326 0.0620439 0.0494678 0.0407775 0.038117 0.0448345 0.0559539 0.0351532 0.0342169 0.0233067 0.0934634 0.0357586 0.0780484 0.0216453 0.0215641 0.0362843 0.0345082 0.0444409
threshold=105.98708487665002 -0.22089 0.075065000000000021 -0.15626499999999999 -0.22125500000000001 -0.088944999999999996 42.508878681700004 85.18917277955002 0.089850000000000027 0.07968500000000002 48.852845034800005 71.249517373150013 44.527357125550004 44.758188263300006 71.144667506050013 43.411469133450005 -0.079074999999999993 43.673409002000007 43.874475754150005 55.855406118200008 43.673409002000007 -0.52484999999999993 -0.25095999999999996 -0.15895000000000001 0.085715000000000027 44.086690780350004 67.649671936450019 0.080375000000000016 97.32487278035002 74.784839814650013
decision_type=2 2 2 2 2 2 2 2 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 -3 -5 -4 -7 -6 9 -8 12 -12 15 -14 -15 -1 17 -17 -19 -16 -18 -13 -23 -24 -25 -20 27 -21 29 -28
right_child=1 2 5 4 7 6 8 -9 -10 -11 11 21 13 14 19 16 20 18 25 26 -22 22 23 24 -26 -27 28 -29 -30 -31
leaf_value=-0.00058960031630814127 -0.10076798701976375 0.086207618261407881 -0.10050807186567051 -0.10092358579438164 0.052547483122579147 -0.10089262683317463 0.058787154621700449 -0.019160189408499929 0.05055269805505648 -0.10073417590184652 -0.067610007487925949 0.076263527891797814 -0.1039826206852975 0.098214284628704435 -0.10274265710605308 0.065147739549261383 -0.10142912723235634 -0.035586722383586511 0.013290151872522638 -0.031499813975088622 0.0047790247389213718 -0.10202878223335653 0.058118078729230527 -0.1022188530397382 0.077223715295443141 0.056077331081378572 -0.10173293565463547 0.04653881712108434 0.01624540551338292 0.0069444696363096222
leaf_weight=16.812195913522253 0.031192690768892639 0.057940997032680741 0.050615891612111885 0.028170602898512698 0.050336020678513838 0.032923146973986683 0.027153628274163566 0.057630825146880227 0.04912104877317347 0.026942654312987813 0.063215841444615672 0.077454328536987305 0.079118466766216922 0.039656972938928448 0.044400692595672808 0.23422640883040913 0.044035428000141819 0.16798864925817725 0.2794921027214059 0.10786139916851312 0.097488240321354169 0.057013630198071041 0.23069891474142423 0.049442029479109806 0.047550515504553914 0.20491718251994939 0.095863373663178209 0.13310218866172363 0.098976365205999173 0.061939158619878754
leaf_count=1778 113 20 128 52 14 105 12 44 23 38 13 4 31 12 5 31 23 24 32 40 43 12 39 95 4 32 61 23 32 17
internal_value=-9.72308e-05 -0.0157613 -0.00879877 0.0190268 -0.00956581 -0.0377153 -0.0143694 0.0142712 0.0132288 -0.0206624 0.00024198 0.0149261 -0.000175 -0.0208975 -0.00959879 0.000592691 0.0199254 0.0276181 0.014144 -0.0174852 -0.0282679 0.0262156 0.0161393 0.0366988 -0.0142473 0.0313902 -0.00987983 0.0116068 -0.030043 -0.0590759
internal_weight=19.4387 0.412028 0.380835 0.194078 0.136137 0.186756 0.13614 0.107967 0.103217 0.0540963 19.0266 0.525375 18.5013 0.660919 0.5818 17.8403 1.02815 0.886624 0.652398 0.542143 0.141524 0.462159 0.384705 0.327691 0.0969925 0.484409 0.497742 0.240964 0.256779 0.157803
internal_count=2900 549 436 130 110 306 178 58 73 50 2351 167 2184 221 190 1963 185 119 88 178 66 154 150 138 99 64 173 63 110 78
is_linear=0
shrinkage=0.1


Tree=436
num_leaves=31
num_cat=0
split_feature=2 2 3 3 4 0 0 1 1 0 0 4 2 2 1 2 1 3 0 0 4 4 2 2 1 3 4 1 3 1
split_gain=0.0102636 0.0166611 0.0451175 0.0253948 0.0141435 0.011107 0.0504049 0.034666 0.0613953 0.0664734 0.0320529 0.10798 0.0291138 0.123844 0.104628 0.0879622 0.15863 0.173159 0.0839974 0.0749239 0.128692 0.189923 0.564473 0.184433 0.123481 0.060314 0.0454602 0.0414779 0.0636647 0.116761
threshold=0.68694500000000025 0.27148500000000009 0.094415000000000013 -0.25765499999999997 41.43512228960001 85.716110573100011 85.807518149550006 61.982402197500001 61.971648364950006 85.447264760050004 86.001087134900004 40.532725462000009 -0.068524999999999989 -0.075840000000000005 65.461267018300006 -0.054494999999999995 62.079186690200011 0.087530000000000011 86.232294534150014 89.057864029250013 39.945535567850008 42.674081447500008 -0.12350999999999999 -0.08725999999999999 64.071334164850015 -0.2485 39.344049039350004 65.555363052850012 0.092290000000000025 70.133807249000014
decision_type=2 2 2 2 2 2 2 2 2 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 7 -7 8 9 -1 11 -8 13 18 -15 16 -14 -18 -12 20 -20 22 -22 -23 -21 -17 -16 -26 29 -29
right_child=4 2 -4 -5 -6 6 10 -9 -10 -11 12 -13 15 14 26 25 17 -19 19 24 21 23 -24 -25 27 -27 -28 28 -30 -31
leaf_value=0.0047537549429512282 0.054530279173188617 0.0052374161783722917 0.01637144351232343 -0.096657081288063204 -0.0085297388512923684 0.024465826282878224 0.0079714555433016612 -0.031895169273788319 0.067169788898519031 -0.039887763752873638 0.035398608446006265 -0.072564510843827978 0.099924234798631648 -0.081829740444540361 0.024633990514630815 -0.069287373021630946 -0.050964631742518501 0.046842563641348853 0.036103039118452508 0.051707404584221878 0.021499486267611192 -0.050782580910675147 -0.10584425565107616 0.043409852060226344 -0.04363174080322138 0.0023190973748126614 -0.04184650556534536 0.035769388386919468 -0.01567792825952917 -0.0035375338932971527
leaf_weight=1.5016202717339409 0.080013556028709298 0.033614597907444477 0.12475901272341883 0.089803704187683908 0.06402880453333637 0.86606606189161794 0.46501256064948293 0.43311363500339783 0.12494155012245745 0.42880920337483974 0.64912468029070325 0.25931964487108417 0.26290755230002083 0.34647141559980887 0.21431431011748892 0.12122870922388518 0.29054923548369516 0.48012398642799781 0.41017627903784104 0.50748269504401822 0.63973449030891105 0.31835440967648765 0.76353648910298921 0.59902630303986359 0.20908365433569986 3.9611056033032979 0.19778494983518158 1.1208296040363168 1.4561860796871187 2.3199534271242204
leaf_count=366 21 12 28 59 23 41 25 162 6 35 32 48 12 13 27 33 26 39 22 18 28 32 37 23 16 592 22 107 303 692
internal_value=-9.45761e-05 -0.00029414 -0.0260363 -0.0689048 0.0264992 4.30466e-05 0.00098451 -0.00618362 -0.000765608 -0.00516253 -0.000319746 -0.0208614 0.000680993 -0.00252407 -0.0413262 0.00679056 0.0328502 0.00996856 0.000748757 -0.00194672 -0.0155325 -0.0246591 -0.0477898 0.0107227 0.00466238 0.000192677 -0.00727299 -1.33546e-05 0.001849 0.00926663
internal_weight=19.3391 19.195 0.248177 0.123418 0.144042 18.9469 16.4584 2.48848 2.05537 1.93043 15.5923 0.724332 14.868 9.75206 0.758571 5.11592 1.03358 0.770673 8.99349 8.34436 2.73083 2.32065 1.40327 0.917381 5.61354 4.08233 0.412099 5.10605 4.89697 3.44078
internal_count=2900 2856 99 71 44 2757 2188 569 407 401 2147 73 2074 1372 62 702 77 65 1310 1278 142 120 65 55 1136 625 49 1118 1102 799
is_linear=0
shrinkage=0.1


Tree=437
num_leaves=31
num_cat=0
split_feature=3 3 3 0 4 1 0 1 4 1 2 3 0 1 3 1 4 0 2 2 4 2 3 0 2 1 2 2 1 1
split_gain=0.00901396 0.127858 0.0555483 0.0393957 0.10007 0.101478 0.158612 0.0906749 0.0665966 0.052019 0.0569321 0.0428517 0.0357372 0.0382845 0.0833824 0.116454 0.0449862 0.0332906 0.0163583 0.0689952 0.0579732 0.134778 0.0790346 0.0558783 0.0806628 0.0512534 0.047877 0.0430554 0.0352813 0.119047
threshold=0.10236000000000002 0.10176000000000003 0.10332500000000001 87.181320254150009 35.131296350900008 68.321786469100019 93.776108048200015 71.225321249950014 39.56957118270001 75.465019721650009 -0.069554999999999992 0.11308000000000003 86.388225105700016 61.928633034850002 0.10872000000000002 61.966271448700006 40.823855932350007 99.378854792050006 -0.016334999999999999 -0.026349999999999998 41.495754733000005 0.049235000000000008 0.094165000000000013 87.393708446500014 -1.0000000180025095e-35 62.046925192600007 0.090855000000000033 0.20327000000000003 62.55235532115001 64.434276012450013
decision_type=2 2 2 2 2 2 2 2 2 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 12 -5 11 -7 -8 17 -10 -11 -6 13 -4 -15 -16 -17 -9 19 28 22 -22 23 26 -25 -21 -20 -24 -1 -30
right_child=2 -3 3 4 5 6 7 8 9 10 -12 -13 -14 14 15 16 -18 -19 20 25 21 -23 27 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0054807599212703248 -0.040655153164945883 0.080063038301823278 -0.032395694404192175 -0.065630879787451787 0.024370476063772725 -0.10481661671031105 0.083367213916236568 -0.0073478114418814274 -0.050364642989245381 0.078571764823280765 -0.0081886662591647511 0.075178751238056896 -0.040983741470888103 0.034806845099360363 0.050026923078725166 -0.023161465657751606 -0.10153893910036703 -0.095950903416441677 -0.074915908107789794 0.088326189923323917 -0.10325906644745603 0.0024100976554696564 0.087756955504759704 0.081178571039366029 -0.0072440187482196248 0.013813691575757847 0.0018983349098393499 0.0063497635186465411 0.04569998117816975 0.00059595350770283895
leaf_weight=6.1699536946732065 0.38199427141435638 0.20163362900353909 0.34503723279158316 0.15692453387149763 0.3677522640355162 0.1335154439057078 0.14886485090121937 0.076693725076665942 0.085688082843716984 0.16118351880908266 0.14249966304111927 0.30257207178510725 0.32842952164355654 0.49168936510977801 0.13887889774196083 0.15114853985141963 0.1420586487070068 0.094850503543487008 0.20112547482585352 0.15080581363872703 0.19392975882829677 0.31966904391479467 0.14495305378271273 0.11700895739991057 0.87219403696286879 0.23800266462870923 0.13601534502868162 0.11773949520636506 0.64921100645296892 5.9329985837342258
leaf_count=529 23 22 35 35 22 9 16 21 26 29 26 24 19 31 9 13 42 41 26 13 112 210 22 13 217 30 20 24 53 1188
internal_value=-0.000102821 0.000953349 -0.00457235 -0.000354379 0.0103819 0.0182625 -0.00482247 0.0139872 -0.00442594 0.018445 0.0378605 0.0473044 -0.0115834 -0.00397315 0.00664288 -0.0254061 -0.0611353 -0.0563384 -9.30682e-05 0.0012173 -0.00828255 -0.0374895 0.00115755 -0.00876761 0.00321514 0.0427146 -0.0439261 0.05127 -4.7938e-05 0.00504462
internal_weight=19.095 15.4452 3.64978 3.26779 1.67054 1.51362 0.843296 0.70978 0.560915 0.389371 0.303683 0.670324 1.59724 1.26881 0.923775 0.432086 0.293207 0.171544 15.2436 13.141 2.10264 0.513599 1.58904 1.32634 0.989203 0.388808 0.337141 0.262693 12.7522 6.58221
internal_count=2900 2479 421 398 249 214 168 159 143 81 55 46 149 130 95 64 55 62 2457 1813 644 322 322 276 230 43 46 46 1770 1241
is_linear=0
shrinkage=0.1


Tree=438
num_leaves=31
num_cat=0
split_feature=4 2 2 4 4 2 2 2 2 3 3 4 1 0 2 1 0 2 4 1 0 2 4 0 0 3 3 2 3 4
split_gain=0.0112784 0.0201753 0.0257114 0.0134612 0.0185555 0.012393 0.0452195 0.101791 0.0821667 0.0808772 0.0831874 0.127319 0.078142 0.19057 0.0999907 0.0776242 0.0798761 0.0560751 0.0558968 0.0518359 0.0653954 0.0411072 0.222096 0.0691713 0.0396336 0.0376459 0.132867 0.0995258 0.0388942 0.0941874
threshold=32.785955158400007 -0.10710499999999999 -0.055714999999999994 34.542090938800008 33.96174662340001 -0.11808 -0.088099999999999998 -0.085734999999999992 -0.092289999999999997 0.099425000000000027 0.091885000000000022 38.703421923500009 62.837331883000012 94.047642319350018 -0.097799999999999984 61.944763783650011 97.483491810050012 -0.096499999999999989 38.592454371550012 81.524804347700012 106.56510337475001 -0.081474999999999992 41.811877919650009 86.036037090600004 89.528344202050008 0.085345000000000018 0.088565000000000019 -0.14581999999999998 -0.072169999999999998 48.008184682100008
decision_type=2 2 2 2 2 2 2 2 2 2 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 25 8 -8 9 10 11 -7 17 -14 -15 -10 -17 -13 -12 21 -21 22 -9 -24 -11 28 27 -27 -5 -30
right_child=3 2 -4 5 -6 6 7 19 15 24 18 12 13 14 -16 16 -18 -19 -20 20 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.10091206567055344 -0.0017847648059190837 0.04856844959262803 -0.064241217708676718 0.0075751363472340866 0.049855934488724857 -0.073248481998069687 0.03698147577389161 -0.088271723685691861 0.019314996416922525 -0.014264928215924426 0.08101423881169563 -0.049896322417023978 0.088737411369427768 -0.070909239651787595 0.023763541145993064 -0.076229895114311164 0.0065036080029509842 0.015937527094960238 0.0081873174119962804 -0.10113147734009187 -0.0011770736242160873 0.0025985704440210297 -0.032406473290412595 0.021527982852948109 -0.079407989411515431 0.0076581322156334432 -0.00057358220839626498 0.089214039827939573 -0.035559613507110802 0.041309537943052997
leaf_weight=0.030634530461274068 0.1520644642767931 0.042051597975559463 0.038887201085441525 1.060712902295933 0.1282771391452755 0.23456416350381992 0.74682023657911223 0.32637701171595423 0.17431412161386362 0.1956259966127617 0.21146755572340215 0.31305922140450093 0.30411360959988087 0.18187081299537788 0.28856993745284831 0.47842518759716768 0.15434202935351848 0.22051632633156237 0.21010072839249005 0.1162052669849637 0.14987569327429995 8.3766517116754127 0.33963973628965483 0.79295924895995995 0.17872093620018248 0.26761971295528042 1.8740731800276966 0.33939575019758228 0.7876355114742698 0.19984426646732345
leaf_count=86 48 24 58 324 36 17 62 35 11 22 12 31 16 30 33 64 22 16 31 73 189 917 26 37 32 36 266 15 189 142
internal_value=-9.22862e-05 -0.0317923 -0.00563117 9.58071e-05 0.0218447 -0.000233349 -0.00170487 0.00135611 -0.0122613 -0.00276683 0.00535159 -0.0054062 0.00675878 0.0270444 -0.0128366 -0.0397725 -0.0560499 -0.0226885 0.0447188 -0.00127767 -0.0448301 -9.94603e-05 -0.0155901 0.00535431 -0.0453656 0.00431325 0.0125966 0.0532578 -0.00572089 -0.020003
internal_weight=18.9154 0.111573 0.0809388 18.8038 0.280342 18.5235 13.9942 10.8485 3.14569 2.33861 1.96426 1.54269 1.30813 0.774554 0.470441 0.807081 0.632767 0.533576 0.421568 10.1017 0.266081 9.83563 1.45898 1.1326 0.374347 4.52928 2.48109 0.607015 2.04819 0.98748
internal_count=2900 168 82 2732 84 2648 1676 1339 337 240 186 143 126 79 63 97 86 47 43 1277 262 1015 98 63 54 972 317 51 655 331
is_linear=0
shrinkage=0.1


Tree=439
num_leaves=31
num_cat=0
split_feature=4 4 4 0 0 1 4 4 4 4 1 1 2 2 4 2 3 0 3 0 2 2 3 0 0 0 2 2 2 2
split_gain=0.0101529 0.0916749 0.0411734 0.0372077 0.159848 0.0883134 0.0415329 0.0533872 0.042221 0.0484561 0.0436198 0.0936562 0.0414598 0.105453 0.114415 0.0923152 0.0910063 0.0895054 0.0530686 0.0705405 0.0630475 0.115124 0.115645 0.0997484 0.215016 0.0814519 0.0648806 0.056861 0.110315 0.0567187
threshold=41.621607100200002 41.678468725050003 41.532441862050007 86.530713386650021 86.388225105700016 62.009286778800011 41.468518788800004 41.348489042950007 41.24714903835001 41.134354310300004 64.434276012450013 62.197478847950002 -0.12835499999999997 -0.10001 39.468990633150007 -0.18126999999999999 0.091885000000000022 89.219171517050015 0.11614000000000002 89.665455566700004 -0.060760000000000002 -0.069554999999999992 0.09495000000000002 93.262612545250008 96.249489528150022 92.313586825200005 -0.046474999999999995 -0.079074999999999993 -0.090694999999999998 0.090855000000000033
decision_type=2 2 2 2 2 2 2 2 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 -5 7 8 9 10 11 -7 15 14 16 17 -14 -12 19 -15 21 22 23 -21 -25 -22 -27 28 -26 -20
right_child=1 -3 -4 5 -6 6 -8 -9 -10 -11 12 -13 13 18 -16 -17 -18 -19 29 20 25 -23 -24 24 27 26 -28 -29 -30 -31
leaf_value=-0.0023569851233481319 -0.076454272483277186 -0.001217653252403407 0.030368405519092402 0.054112605377734373 -0.092147704374098943 -0.0089816235702052348 -0.05039196483984637 0.053578219203957583 -0.039447680289647034 0.046424816887058268 -0.10327146601335213 0.066742022302699322 -0.034606864097725842 0.062773954525934275 0.094683929952118606 -0.077154632318474803 0.045927618394445688 0.0081189235889750216 -0.10496947114338168 0.067749612556626856 -0.03452712461692125 -0.10393388823808394 -0.078434925015644155 -0.10311071545680361 0.077223843363793135 0.055255375273525233 0.0051071108152997485 0.089533174817270342 -0.076264065102920386 0.0028375632337368705
leaf_weight=2.6945383586592091 0.16531756309745826 7.9602253576314119 0.4864176714844185 0.34093752037733782 0.21401089616119851 0.35720267170108844 0.14821618867063069 0.20337592012219818 0.24187542103595649 0.24828007661449181 0.080694666641647927 0.30093870763084851 0.24616218031724479 0.16070028978721751 0.23093272227743 0.22069144717097433 0.32632834070351291 0.68015456451955991 0.10603002087827285 0.1994511466473341 0.42887342297854791 0.15816864105726602 0.19869890751446695 0.17945931778376689 0.093933853826420943 0.31426193867286434 1.4407952870793592 0.11714967542571486 0.093370903306327691 0.090416315155209759
leaf_count=327 22 1419 33 19 12 17 15 18 26 19 7 30 21 17 15 83 38 217 26 8 33 27 47 27 10 24 284 10 31 18
internal_value=-8.87346e-05 -0.00274837 0.00194964 0.000583108 -0.00896378 0.00443592 0.00196924 0.00312447 0.00154937 0.00313022 0.00134595 0.0256434 -0.00163399 0.00252473 0.0352668 -0.0202118 0.011299 -0.00369499 -0.00482057 -0.00188799 -0.0051109 -0.0253728 -0.0112855 0.00823927 -0.0162887 0.00454007 0.0140867 0.0348882 0.000710546 -0.0553502
internal_weight=18.7276 8.12554 10.6021 10.1156 2.90855 7.2071 6.86616 6.71795 6.51457 6.2727 6.02442 0.658141 5.36627 4.38473 0.803423 0.981541 0.572491 0.760849 3.58131 3.38486 3.22416 1.04023 0.882064 0.683365 0.483914 2.18393 1.75506 0.304454 0.187305 0.196446
internal_count=2900 1441 1459 1426 339 1087 1068 1053 1035 1009 990 47 943 636 74 307 59 224 562 518 501 160 133 86 78 341 308 51 41 44
is_linear=0
shrinkage=0.1


Tree=440
num_leaves=31
num_cat=0
split_feature=4 2 2 4 4 2 3 1 2 2 1 4 2 1 3 1 3 2 2 1 1 2 3 2 2 2 0 4 2 4
split_gain=0.00989541 0.0189104 0.0223395 0.0107866 0.0153073 0.0116599 0.0797766 0.0697735 0.0421573 0.0730225 0.0740314 0.0606884 0.0493928 0.0434263 0.0703685 0.0464316 0.038528 0.0732799 0.0181154 0.101927 0.102545 0.0325905 0.0314228 0.0283745 0.0573665 0.0606097 0.0555589 0.0308198 0.0293377 0.16895
threshold=32.785955158400007 -0.10710499999999999 -0.055714999999999994 34.542090938800008 33.96174662340001 0.20327000000000003 0.094415000000000013 75.403185184700007 0.090855000000000033 0.19122000000000003 63.910026677050006 41.43512228960001 0.06041500000000001 76.763544998700013 0.087605000000000016 66.697957758300021 -0.11050499999999999 0.25828500000000004 -0.0039949999999999994 71.429644067900014 62.014663695050011 0.010100000000000003 0.10211000000000002 -0.031989999999999998 -0.024989999999999998 -0.021344999999999999 87.181320254150009 41.811877919650009 -0.053019999999999991 41.028010303750008
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 16 -8 12 10 11 -10 18 15 -15 -12 -7 -18 23 20 22 -22 -20 28 27 -26 -27 -25 -5 -30
right_child=3 2 -4 5 -6 6 7 -9 9 -11 13 -13 -14 14 -16 -17 17 -19 19 -21 21 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=-0.10086829702081493 -0.0017121503598805912 0.047038189380119722 -0.060472539511991621 0.00041602480603752337 0.046021749382104259 0.023153790333657488 0.095745427904924144 -0.0093436348773011119 0.084759438225749897 -0.10497435717685613 -0.012651227435058789 -0.017566588038884466 0.054078024279741399 -0.10101993020420391 0.067472180022699571 -0.10229837652518292 0.0094410818404564237 -0.084660092859955016 -0.084290100323873296 -0.10138465166629432 -0.0012714585998366869 0.060225125744002531 -0.00072121825585502719 0.020993172692808343 -0.057634104020788314 0.046942061823679403 -0.012837167537003627 0.070535065376853556 0.010894320235895989 -0.06942415575501619
leaf_weight=0.028113978988152155 0.14849066726046345 0.039848067770117679 0.037530411922841733 13.294845397322922 0.1226870790286938 0.21013553003587049 0.16737195447967679 0.10148956335524417 0.11254947859561149 0.098122604511445388 0.099042274778184947 0.119501521827857 0.16866209407032684 0.037348555261658589 0.073695324530435258 0.13866152621085348 0.19062869880238587 0.14624067525092777 0.13151209834083211 0.11661378636354414 0.15036765153604392 0.20186854474650318 0.068393432535231113 0.33259188916986204 0.16008954469725722 0.25916307911023817 0.38858544086261304 0.20173436438972203 0.78000381805031682 0.39427708391121996
leaf_count=86 48 24 58 1766 36 46 22 29 11 9 15 30 32 69 23 31 34 61 77 88 22 28 5 31 22 40 40 23 52 42
internal_value=-8.78881e-05 -0.0306277 -0.00510708 8.70657e-05 0.0198838 -0.000208821 0.011474 0.0560765 -0.000758903 -0.0251846 -0.0117046 0.0320636 0.000237159 -0.0408273 0.0108015 -0.0649458 -0.0104489 -0.0314098 -0.000313866 -0.016435 0.00150664 0.0339726 -0.0556988 0.000367993 0.0142771 -0.00253678 0.0110804 0.0396977 -0.000922223 -0.0160734
internal_weight=18.5202 0.105492 0.0773785 18.4147 0.271178 18.1435 0.815866 0.268862 17.3276 0.678921 0.580799 0.232051 16.6487 0.348748 0.111044 0.237704 0.547005 0.336869 16.48 0.668756 0.552142 0.352236 0.199906 15.8113 1.34216 0.807838 0.647749 0.534326 14.4691 1.17428
internal_count=2900 168 82 2732 84 2648 192 51 2456 188 179 41 2268 138 92 46 141 95 2236 220 132 50 82 2016 156 102 80 54 1860 94
is_linear=0
shrinkage=0.1


Tree=441
num_leaves=31
num_cat=0
split_feature=2 4 2 4 2 0 2 0 2 0 2 4 2 4 2 2 0 3 3 2 1 4 4 3 3 2 2 1 4 0
split_gain=0.00990068 0.0134409 0.012158 0.0413059 0.0262725 0.0115613 0.00916152 0.037369 0.0344588 0.0386913 0.0215235 0.0404449 0.015135 0.0989493 0.0383872 0.0433337 0.0223538 0.0156222 0.0190338 0.0132595 0.0860955 0.0863261 0.0627258 0.023254 0.0342382 0.0225686 0.047838 0.0522125 0.0572788 0.0542601
threshold=0.68694500000000025 41.43512228960001 0.27148500000000009 38.938637541200009 0.36034500000000008 97.900202820250016 0.20327000000000003 89.99344745865001 0.15675000000000003 88.232507383150008 0.22542000000000004 40.12915366295001 0.11529000000000002 41.43512228960001 0.072320000000000023 0.059160000000000011 91.625341543800019 0.089335000000000012 0.070195000000000021 -0.0039949999999999994 71.429644067900014 41.028010303750008 43.812290675100009 0.085245000000000029 -0.1444 -0.031989999999999998 -0.024989999999999998 62.154463517850012 40.712530798250008 86.866770652900016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 -4 -6 8 -8 12 -10 -9 -12 14 -14 15 19 -16 18 -15 25 21 -21 23 24 -23 -1 -27 28 -28 -30
right_child=1 -3 3 -5 5 -7 7 10 9 -11 11 -13 13 17 16 -17 -18 -19 -20 20 -22 22 -24 -25 -26 26 27 -29 29 -31
leaf_value=-0.00060188199915191568 0.054455156216567525 -0.0079378249366298444 0.027710504105371733 -0.10166008271013122 -0.01345090694773763 -0.10263349670640967 0.058870119038327395 0.037409372420732771 -0.062336247568441583 0.0024338609094873235 0.012158568995315649 -0.067198787810159186 0.094541576013512818 -0.10043271203738247 -0.0086985560158393659 0.057472745638627226 -0.083695156271943669 -0.1008876594237165 0.027059215717247471 0.034395506029548807 -0.10133440180187198 0.070917943048466159 0.04059305561931794 -0.10449962928825174 -0.1025079984736 0.0365313055137284 -0.029933545524092664 -0.027363690158482647 0.0094730097017916848 0.10147891061638298
leaf_weight=14.705864972545514 0.076912180993345625 0.062652556564898987 0.11530491997609793 0.051880670777542548 0.031529439955193084 0.026970197558755515 0.13258431251688207 0.097607776173390448 0.18832629771259313 0.18074299487827084 0.17335144226477084 0.10201822142232686 0.10351620085496094 0.017496847400309434 0.074261545874036439 0.1320566746269084 0.085504312198366961 0.03546056356199756 0.035406786464839968 0.32013094661761354 0.09623227947576285 0.021742900861383418 0.059160024951154355 0.1126187960446714 0.023893147613534893 0.52352702487314673 0.13156282398267538 0.4082829420968892 0.1416501510816488 0.11707846354693174
leaf_count=2035 21 23 16 38 4 41 21 10 26 29 34 34 16 27 14 33 41 17 39 32 90 39 14 32 15 55 7 49 40 8
internal_value=-8.71454e-05 0.0264461 -0.000290102 -0.0233563 1.7331e-05 -0.0545669 -1.2184e-06 0.0132702 -0.000384302 -0.0306166 -0.00293945 -0.0172415 0.000266473 0.028194 -4.96111e-05 0.000414509 -0.0488356 -0.0495303 -0.0151063 -3.77199e-05 -0.0142242 0.0013704 -0.0472572 -0.080098 -0.0198807 0.000523242 0.0130381 -0.00236349 0.0237892 0.051107
internal_weight=18.3853 0.139565 18.2458 0.225685 0.173805 0.0584996 18.0201 0.505562 17.5145 0.369069 0.372977 0.27537 17.1454 0.19188 16.9536 16.7938 0.159766 0.0883642 0.0529036 16.6617 0.633778 0.537546 0.217415 0.158255 0.045636 16.028 1.3221 0.798574 0.390291 0.258729
internal_count=2900 44 2856 99 61 45 2757 99 2658 55 78 68 2603 99 2504 2449 55 83 66 2416 222 132 100 86 54 2194 159 104 55 48
is_linear=0
shrinkage=0.1


Tree=442
num_leaves=31
num_cat=0
split_feature=0 1 0 2 4 3 3 4 1 0 2 2 3 1 0 0 0 0 1 3 1 2 3 1 2 0 1 1 2 4
split_gain=0.00912789 0.0153796 0.0171047 0.0164294 0.0389441 0.0103776 0.0487272 0.0800368 0.0376478 0.0597158 0.042643 0.0764452 0.0364581 0.03526 0.0967588 0.088509 0.0406063 0.0410559 0.0217176 0.0264647 0.0181907 0.0301617 0.0231576 0.0230758 0.0206025 0.018095 0.016005 0.0688493 0.0402409 0.0160529
threshold=112.07913100025002 85.804829691400016 122.45926784190002 -0.088329999999999992 46.177190236600005 -0.098985000000000004 -0.087385000000000004 38.052786106700005 74.784839814650013 93.679323555450011 -0.033594999999999993 0.68694500000000025 -0.25095999999999996 68.214248143850014 88.028184565250015 86.780739992750014 85.807518149550006 85.716110573100011 75.645146416450004 -0.22831499999999999 55.895732990150002 -0.23361999999999997 -0.5582649999999999 58.549241164900003 -0.22386500000000001 81.648473421750012 59.74022811670001 57.960468834350003 -0.11911999999999999 38.592454371550012
decision_type=2 2 2 2 2 2 2 2 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 8 7 -7 9 13 18 -12 -11 14 15 16 17 20 -10 -20 21 -1 -23 -22 25 -25 27 28 -8 -28
right_child=1 2 -4 -5 -6 6 26 -9 10 12 11 -13 -14 -15 -16 -17 -18 -19 19 -21 23 22 -24 24 -26 -27 29 -29 -30 -31
leaf_value=-0.057109603922414348 -0.10103650722649471 0.064273274360033342 -0.10043969615824558 0.060159416938473466 -0.10099190830573622 0.033502424938998687 -0.040368148454462446 -0.10373436591723058 0.090122970706306219 0.018569770825753167 -0.10088725368793461 0.085400732887630657 -0.083316953405144473 0.042318093774038966 -0.06096312813478677 0.086030753675118088 -0.026948815407600909 0.10097192506493298 -0.016432194804516711 0.060934222192706312 0.041100603782128063 0.096454998960508478 -0.014094902710291868 0.0091510401683466865 0.024568482508398888 -0.10157339341099697 0.0078215696766491712 -0.10155564919005927 0.041477168283985399 -0.0010723847238074474
leaf_weight=0.092162249363894944 0.022743772736003531 0.025969245156171716 0.01784009262057723 0.035322153806291112 0.031619929269140812 0.06797701527614286 0.10937326787473012 0.11336909847869947 0.10380624644358249 0.048640277795925613 0.054029491932851559 0.037191645707935095 0.12635158159991977 0.23485766912290262 0.21522554798775662 0.14207691029878333 0.32844849329558201 0.052950728684663773 0.068653068234596049 0.12420590269175591 0.22427535343524596 0.029880857498483238 0.051791861996565602 0.025634414107173376 0.072082709202249129 0.034791090685757808 2.3986392770448388 0.081686771864241337 0.13327289342231274 13.182767912610613
leaf_count=39 23 81 129 67 27 17 28 47 10 21 53 5 49 31 39 10 31 2 36 18 46 9 56 35 24 14 416 37 30 1470
internal_value=-8.30941e-05 -0.0261363 -0.0107549 0.00646564 -0.0264673 0.000108486 -0.000748546 -0.0522916 0.00677843 0.000292105 0.0348579 -0.024936 -0.0549968 0.00672426 0.000138464 0.0126142 0.00117716 0.0170072 0.0532438 0.0333937 0.00862834 -0.0178974 0.026351 0.0215524 -0.0115337 -0.0546006 -0.000160888 -0.0221475 0.00458522 0.000296772
internal_weight=18.2876 0.133495 0.110751 0.0929113 0.0575892 18.1541 16.0871 0.181346 2.06706 1.67917 0.387886 0.0912211 0.174992 1.50418 1.26932 1.05409 0.912018 0.583569 0.296665 0.192859 0.530619 0.173835 0.0816727 0.356784 0.132508 0.0604255 15.9057 0.324333 0.242646 15.5814
internal_count=2900 327 304 175 108 2573 2045 64 528 406 122 58 70 336 305 266 256 225 64 54 223 104 65 119 73 49 1981 95 58 1886
is_linear=0
shrinkage=0.1


Tree=443
num_leaves=31
num_cat=0
split_feature=2 3 2 4 2 2 0 2 0 4 3 2 4 2 1 2 0 2 0 1 4 2 2 3 3 1 0 2 4 3
split_gain=0.00780881 0.0114504 0.0102398 0.0373634 0.0222373 0.00841007 0.0343244 0.028722 0.0334129 0.0209717 0.015344 0.0144014 0.0856108 0.0326039 0.0393457 0.0380217 0.0275669 0.015016 0.0723651 0.0603881 0.0725414 0.0575803 0.0158052 0.0406404 0.0649408 0.0506634 0.0970605 0.0383824 0.0323098 0.0307185
threshold=0.68694500000000025 -0.15959999999999999 0.27148500000000009 38.938637541200009 0.36034500000000008 0.20327000000000003 89.99344745865001 0.15675000000000003 88.232507383150008 41.061442884200012 0.077015000000000014 0.11529000000000002 41.43512228960001 0.072320000000000023 66.697957758300021 0.056285000000000009 97.013011637200023 -1.0000000180025095e-35 86.001087134900004 62.132955852800002 36.514114975300011 0.048530000000000011 -0.033594999999999993 0.096995000000000012 0.088005000000000014 64.071334164850015 86.597924839850023 -0.024989999999999998 37.797539186950011 0.11614000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -4 7 -7 11 -9 10 -8 13 -13 15 -15 17 -17 22 -19 -20 -21 -22 29 24 25 26 -24 -25 -27 -1
right_child=1 -3 3 -5 -6 6 9 8 -10 -11 -12 12 -14 14 -16 16 -18 18 19 20 21 -23 23 27 -26 28 -28 -29 -30 -31
leaf_value=0.00056536931288523674 0.058123622935832724 -0.0010664033012755172 0.025563459456507277 -0.10147663610045617 -0.051733503794119277 0.057801213682334707 0.0050141595070150357 -0.058316896132250051 0.002343562129530912 0.035097939210084424 -0.043740043565332717 0.093647160301002758 -0.0468875376627007 0.019982184732747803 -0.084568215723786921 0.094762648726967796 0.0065467940126599363 -0.10283234780143212 0.064519508667894548 0.065369894311416571 -0.084833256848333594 0.034997976188545631 -0.020240013467667267 0.051451224504855342 -0.040838161635500747 0.025073879162413937 0.10118936998984281 0.002511763063286261 -0.046347204083448973 -0.01917194413458799
leaf_weight=13.736657600329947 0.056661270558834076 0.077232229960933263 0.11230216235799328 0.046344014062762007 0.055667076319824815 0.12644936708602372 0.13709827319280521 0.18280553539670918 0.18042473057304065 0.10466053803418163 0.12199366300140824 0.093968524006224352 0.080465740921688678 0.05719360683923369 0.097116471831810713 0.072939562070131525 0.068872233820329143 0.082352503145625922 0.106382274068892 0.068141015518998094 0.15349965563611789 0.054278254766472855 0.11786422719569667 0.35096136468928307 0.30720148274415315 0.11388148137484677 0.14909095826442353 0.29492415473941946 0.14272241296535526 0.83656319936969836
leaf_count=1900 9 35 16 38 45 21 21 26 29 25 32 16 83 13 42 19 37 75 8 15 69 13 31 20 47 10 15 32 34 124
internal_value=-7.89557e-05 0.0239817 -0.000257408 -0.0219858 -5.3707e-05 3.6389e-06 0.0129206 -0.00036135 -0.0281855 -0.00268096 -0.0179418 0.000233676 0.0288191 -6.29386e-05 -0.0458176 0.000360948 0.0519198 -8.17924e-05 -0.0178039 0.000512309 -0.0241661 -0.0535295 0.000431273 0.0102896 -0.00433823 0.0170783 0.0475767 0.0291045 -0.0146503 -0.000567634
internal_weight=18.1867 0.133894 18.0528 0.214313 0.167969 17.8385 0.490202 17.3483 0.36323 0.363752 0.259092 16.9851 0.174434 16.8106 0.15431 16.6563 0.141812 16.5145 0.464654 0.382301 0.275919 0.207778 16.0499 1.47665 0.830761 0.523559 0.266955 0.645886 0.256604 14.5732
internal_count=2900 44 2856 99 61 2757 99 2658 55 78 53 2603 99 2504 55 2449 56 2393 180 105 97 82 2213 189 137 90 46 52 44 2024
is_linear=0
shrinkage=0.1


Tree=444
num_leaves=31
num_cat=0
split_feature=3 3 4 2 3 2 2 2 3 0 0 0 0 0 0 1 1 0 4 4 0 1 0 1 3 0 0 3 0 3
split_gain=0.00852568 0.0581594 0.0452443 0.0963072 0.118484 0.107258 0.117579 0.107128 0.0792846 0.0555827 0.0684135 0.054899 0.0585937 0.0678635 0.0528933 0.0487381 0.0925032 0.114828 0.0971024 0.069691 0.105452 0.106765 0.079873 0.0647501 0.047828 0.0446504 0.0442917 0.0426298 0.096701 0.0424838
threshold=0.090390000000000012 0.090720000000000023 42.178283198950005 -0.083794999999999994 0.11747500000000002 -0.08725999999999999 -0.16030499999999998 -0.012769999999999998 0.093925000000000022 97.152811460000024 97.738895332450014 94.776214472700005 89.99344745865001 93.776108048200015 95.238629271150003 62.020040611300011 62.057679025150001 87.181320254150009 40.259171735100004 40.496232821400007 86.20003303655001 61.928633034850002 85.839779647100016 65.004229136100022 0.10211000000000002 85.968825637350008 93.910530954700008 0.089475000000000013 97.550703263350016 0.089335000000000012
decision_type=2 2 2 2 2 2 2 2 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 9 5 7 6 8 -5 -4 11 -11 12 15 -14 -13 19 -17 18 -18 22 21 -21 -3 -19 -9 -8 -15 29 -29 -1
right_child=1 2 3 4 -6 -7 25 24 -10 10 -12 14 13 26 -16 16 17 23 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0015772333399657187 0.037066300598066586 -0.0035311100644757815 0.097454691120172215 -0.086000049048798266 0.053191669023281152 0.055862811816624239 -0.018055705598537763 -0.05919539573657602 -0.014300469004697135 -0.083523178524862407 -0.0071599021316286343 0.089108635261113359 -0.033263361936499855 0.052401960467709431 0.013480416395582949 0.071829268025309034 -0.059644281019631665 0.071930928530586219 0.012215743188408167 -0.037470339496377396 -0.066229745784922203 0.043800141600336288 0.061918545521431126 0.012947400235165236 0.060017686212216662 -0.10377459756799973 -0.010402419405632878 -0.086060666803783881 0.021898933496883835 0.056781898637688212
leaf_weight=9.4976389539898367 0.45511333441868274 0.48688222878831788 0.098924581545552392 0.43109473168840395 0.10758113320753182 0.2963571292348206 0.1027000106378182 0.054727475097848588 0.17718941856723802 0.13670778510640935 0.8272621768289935 0.15735666280716021 0.7203381039216763 0.19295523141408921 0.22428938405573717 0.31838847920880642 0.28942878990005716 0.3568319499026984 0.53680501616304355 0.31325146280869376 0.31301899161189795 0.33399772451957688 0.30218745162710547 0.38901291228830814 0.087397659328786403 0.14883052480956849 0.26860502427573607 0.18298519255506507 0.15179155113857901 0.1263999744813028
leaf_count=1846 24 46 12 60 26 11 21 32 42 22 277 14 58 12 32 20 24 21 35 26 20 19 18 20 18 29 38 35 31 11
internal_value=-6.96429e-05 0.00233375 0.000273403 -0.0152731 -0.043105 0.00772203 -0.0193167 -0.0611779 0.0257385 0.00406669 -0.0179895 0.00815282 0.005263 -0.0140822 0.0446627 0.0115447 0.022676 0.0127212 -0.0129567 -0.00048469 -0.0185778 0.00446738 0.0215339 0.0411667 0.0141129 -0.0687755 0.0158529 -0.00203102 -0.0371106 -0.000810758
internal_weight=18.0861 8.12724 7.67212 1.5048 0.680801 0.824002 0.527645 0.57322 0.276114 6.16732 0.96397 5.20335 4.8217 1.1819 0.381646 3.63981 1.89047 1.57208 0.826234 1.74934 0.960268 0.647249 0.78907 0.745845 0.142125 0.251531 0.46156 9.95882 0.334777 9.62404
internal_count=2900 977 953 251 136 115 104 110 54 702 299 403 357 108 46 249 120 100 59 129 65 45 64 41 50 50 50 1923 66 1857
is_linear=0
shrinkage=0.1


Tree=445
num_leaves=31
num_cat=0
split_feature=4 3 1 2 3 3 3 2 4 4 2 3 2 2 0 1 2 2 2 3 4 3 3 4 1 0 2 4 0 2
split_gain=0.00932278 0.0181773 0.019886 0.0107899 0.0377383 0.0882483 0.0699041 0.127516 0.053185 0.0871961 0.0340795 0.0822429 0.0686381 0.0734671 0.0362673 0.0812793 0.0322968 0.0844293 0.0725922 0.0975877 0.0755361 0.0550689 0.0672218 0.066196 0.0610004 0.161432 0.0891917 0.0424158 0.0413292 0.0402483
threshold=32.785955158400007 0.088500000000000023 72.187789260650007 -0.11808 0.083185000000000023 0.080515000000000017 0.088565000000000019 -0.14581999999999998 43.245737185650007 41.028010303750008 -0.16297999999999999 0.098200000000000023 -0.50001499999999999 -0.58180999999999994 97.835679825150024 78.285212300550015 -0.088099999999999998 -0.085734999999999992 -0.092289999999999997 0.082775000000000029 41.468518788800004 0.099425000000000027 0.091885000000000022 38.703421923500009 62.837331883000012 94.047642319350018 -0.097799999999999984 38.592454371550012 89.528344202050008 -0.081474999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 7 8 9 -6 12 -12 13 14 -8 -16 18 -18 21 -20 -21 22 23 -5 -25 -26 -27 -24 -23 -19
right_child=3 -3 -4 16 6 -7 10 -9 -10 -11 11 -13 -14 -15 15 -17 17 29 19 20 -22 28 27 24 25 26 -28 -29 -30 -31
leaf_value=0.058064519749532119 -2.4868988171240445e-05 -0.067606007367914472 -0.10041616042073485 -0.051243203012489608 -0.025042776840952324 -0.079005624752354675 0.02510210564454339 0.081279240044199286 -0.048133032561710809 0.076121603320572398 -0.05976470018155771 0.0096146925907839177 0.046973941000693395 -0.07708133443955105 -0.1029580554286183 0.029952275107542177 0.034090839335324072 -0.016580991883883033 0.036971960209116174 -0.0053688165931952414 -0.079332765754694279 -0.0059343155351717115 0.070449040052044706 -0.021209277809266722 0.085242200702788595 -0.069870996056974888 0.021742513327882143 0.0074571468695291913 -0.073368484607217094 0.001582389782960463
leaf_weight=0.031993385786511563 1.6122007052749214 0.056836906973679269 0.010521406151892343 0.2536907849498683 0.17549752755021331 0.15507772436436162 0.40981014337376109 0.35522181987573764 0.14555012604409967 0.16559182051008747 0.26905990867683693 0.46813424624709299 0.37226582979853617 0.12074761146621338 0.081621766803436913 0.10546000344498907 0.73223724975215887 1.4350781646448201 0.14424368046457203 0.20836623226078643 0.40929763773965533 0.1971397472107127 0.22288175364815277 0.52236279103749417 0.26765814091777429 0.17034018728325884 0.28252531976249862 0.20541209093607904 0.16862708081151467 8.1395293277511538
leaf_count=49 591 53 66 21 38 42 49 23 18 14 42 37 52 45 18 36 65 132 22 24 52 24 16 47 16 30 33 31 34 1180
internal_value=-6.44791e-05 -0.030612 0.0188443 0.000106066 0.00437911 -0.00695539 0.0118844 0.0357263 0.00247493 0.0240704 0.000898875 -0.0157073 0.012131 -0.00594329 0.0084475 -0.0280351 -0.00131288 0.00136293 -0.0103477 -0.0370864 -0.0543813 -0.00145389 0.00530501 -0.00469212 0.00480961 0.0236727 -0.0127169 0.0402378 -0.037023 -0.00114001
internal_weight=17.895 0.0993517 0.0425148 17.7956 4.43624 1.76728 2.66896 0.841861 0.486639 0.341089 1.8271 0.737194 1.08991 0.71764 0.596892 0.187082 13.3594 10.3068 3.05255 0.761908 0.617664 2.29064 1.92487 1.49658 1.24289 0.720524 0.452866 0.428294 0.365767 9.57461
internal_count=2900 168 115 2732 1005 633 372 93 70 52 279 79 200 148 103 54 1727 1377 350 98 76 252 194 147 126 79 63 47 58 1312
is_linear=0
shrinkage=0.1


Tree=446
num_leaves=31
num_cat=0
split_feature=4 1 3 0 2 2 4 3 4 4 2 3 3 3 3 1 4 3 2 3 2 2 2 2 2 2 2 1 1 2
split_gain=0.00795637 0.0190892 0.0300148 0.0185604 0.00889422 0.0322299 0.0922292 0.0519387 0.0329346 0.128962 0.057774 0.0598949 0.0579542 0.128591 0.0749281 0.0632256 0.0462603 0.0820688 0.0706488 0.0501513 0.0353254 0.0594814 0.0414372 0.0335644 0.0268693 0.0692438 0.0613538 0.0660581 0.0670463 0.0469718
threshold=32.785955158400007 56.229101798300007 0.088500000000000023 92.851278451300018 -0.11808 -0.14143499999999998 41.678468725050003 0.087605000000000016 41.840895355800008 42.178283198950005 -0.16717499999999999 0.099425000000000027 0.11048000000000002 0.098200000000000023 0.096085000000000018 82.987325570650015 39.788107623550012 0.084365000000000009 -0.26820499999999997 -0.10778500000000001 -0.14823499999999998 -0.15009499999999998 -0.156745 -0.50001499999999999 -0.088099999999999998 -0.085734999999999992 -0.092289999999999997 61.944763783650011 62.55235532115001 -0.098345000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 7 -7 10 -10 12 -12 13 14 15 16 17 18 -2 -20 21 22 -11 -18 26 -26 29 -28 -29 -6
right_child=4 2 -4 -5 24 6 -8 -9 9 20 11 -13 -14 -15 -16 -17 23 -19 19 -21 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.10035549825695883 0.058112070754421798 -0.10022066786202743 -0.10135860652059703 0.056598042426216334 -0.012975122888456115 0.082084484457097595 -0.023650736736324403 0.019478534564136046 0.083557338086898691 0.0039194098561780308 -0.083903769520605131 -0.0065253438441844171 0.051363612084135229 -0.09874992278276358 0.083840511254194339 0.074758564428494323 -0.014133845328073949 -0.10278558203220584 0.0015710640485947559 -0.10265864482596061 -0.045496618058151223 0.0922421685314712 -0.075782790849521817 0.043943168621971292 0.03104507580661664 -0.0010266191752174953 0.0214349223067468 -0.10196950147901265 -0.027841958783366046 0.016665851973928256
leaf_weight=0.010195870883769664 0.10504594693730918 0.010032465446222716 0.044293667477970977 0.030467780788943966 1.3591948208689613 0.23044448631977843 0.29166969010599075 0.31182140365781308 0.20735479164480342 1.2662986417492805 0.1901801339350836 0.21104307733165228 0.18901785725375919 0.13858006033740355 0.10517019810993844 0.089202086258704405 0.23791164008162013 0.13096775879274958 0.10479205211595366 0.082512192418932262 0.15614934473853725 0.073456602891951772 0.068773009299548105 0.17105915753927547 0.72412048410820062 9.5711507007250791 0.1639419981729614 0.17584005190292373 0.39861498119352845 0.88126741046655621
leaf_count=1 21 47 52 68 147 26 29 27 23 397 77 16 31 26 16 58 33 39 31 23 20 10 79 23 65 1312 11 29 58 105
internal_value=-5.91299e-05 -0.0289229 -0.0444677 0.0177519 9.63376e-05 0.00401418 0.0216942 0.0460839 -0.00016553 0.00945179 -0.00987352 -0.0432028 8.6628e-07 -0.00833087 0.00387402 -0.0052526 -0.0138279 -0.0370008 -0.00753041 -0.0443447 -0.000368854 0.00463401 -0.000186258 0.0101579 -0.00119094 0.00122915 -0.00955504 -0.0345539 -0.0505323 -0.00131609
internal_weight=17.7306 0.0949898 0.0847939 0.0405002 17.6356 4.36145 0.833936 0.542266 3.52751 1.77203 1.75548 0.401223 1.35426 1.16524 1.02666 0.921491 0.832289 0.423318 0.29235 0.187304 1.56468 1.40853 1.33507 0.408971 13.2741 10.2953 2.97886 0.738397 0.574455 2.24046
internal_count=2900 168 167 115 2732 1005 82 53 923 529 394 93 301 270 244 228 170 114 75 54 506 486 476 56 1727 1377 350 98 87 252
is_linear=0
shrinkage=0.1


Tree=447
num_leaves=31
num_cat=0
split_feature=4 4 4 0 4 4 2 3 4 2 0 1 0 4 4 3 2 1 4 0 4 4 4 1 0 1 3 0 4 0
split_gain=0.00848544 0.0318488 0.031154 0.0652186 0.0204966 0.0350992 0.0321124 0.0269229 0.0628269 0.0280944 0.0278868 0.0568944 0.054625 0.0361385 0.0266575 0.0263369 0.0702382 0.0400456 0.023259 0.0232256 0.0395455 0.0245341 0.0220785 0.0349471 0.0212181 0.0202822 0.0472805 0.0469387 0.0202021 0.0198992
threshold=43.162556114600001 43.245737185650007 43.082598263550004 89.665455566700004 43.411469133450005 43.673409002000007 -0.089514999999999997 0.089580000000000021 43.812290675100009 -0.23871499999999998 95.897301513100004 78.285212300550015 94.964406541850011 44.758188263300006 45.673096293200011 0.082325000000000023 -0.094344999999999998 61.987779113750001 44.215931556700006 110.99299391555002 47.480720532750006 50.264779514000004 48.988717865950008 55.855406118200008 116.05267211710002 62.132955852800002 0.092290000000000025 96.943111725850017 48.680511450650009 103.44649194340002
decision_type=2 2 2 2 2 2 2 2 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 29 -4 -3 6 -6 8 -7 18 12 -12 15 -13 -15 16 22 -17 -10 20 -16 -22 28 -24 -21 -9 -27 -28 -11 -1
right_child=1 4 3 -5 5 7 -8 25 9 10 11 13 -14 14 19 17 -18 -19 -20 24 21 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-2.2520446829968121e-05 0.048600801594611762 -0.024476419087276945 -0.10299542146936191 0.015589666805507694 0.061573207641185304 -0.10179938865729941 -0.012873379750328645 0.061970507887030915 0.038531889520874461 0.0021083844984666643 -0.082124890541176943 -0.081430819660426548 0.077768335667827676 0.094870528107711086 -0.063007604885424784 -0.0081356473213824512 -0.076545160219266925 0.060604418198225367 -0.10129852224841884 -0.10093495028926164 0.089347647176253514 0.0016611997092366171 0.018512273478870335 -0.068513666435425585 -0.0015610776072461693 0.057428576037365044 -0.092491014277293199 0.037197517587051192 0.049971693663428698 -0.029850830537905711
leaf_weight=14.453678387079227 0.15833282368384916 0.25570175259235872 0.089723255767297228 0.096000549731797946 0.19077266569453855 0.063533044929215854 0.083214025389154123 0.11031321342306899 0.01592079284466863 0.2190299200276512 0.10799434640534866 0.046006960876638914 0.10932609222982126 0.035694848247658229 0.039339335227850825 0.17009241911000572 0.12253192548194958 0.16890764499117239 0.04705090665146372 0.033551245933495011 0.073775651654614194 0.056226715367529323 0.10188213039509719 0.084344853017569221 0.059751425588338236 0.10592377250361551 0.063513740615235292 0.049782205726103257 0.14761602733051404 0.22717005261073886
leaf_count=1588 22 44 27 17 30 17 36 11 16 40 51 19 19 9 12 11 41 37 101 14 15 65 13 48 76 21 21 24 12 443
internal_value=-5.93838e-05 0.00507579 -0.000998965 -0.0416988 0.00238571 0.00536421 0.0389626 0.000834179 -0.00422971 -0.000447684 0.00216929 -0.0187964 0.0106087 0.00106475 0.0137864 0.00337067 -0.00804482 0.0261143 -0.065946 0.00276662 0.0248398 0.0514228 0.00713675 -0.020903 -0.0372955 0.0269974 0.00939868 -0.0355059 0.0213787 -0.000484081
internal_weight=17.5867 2.72013 14.8666 0.185724 2.5618 2.3061 0.273987 2.03211 1.70258 1.63904 1.57607 0.452341 1.12373 0.344346 0.298339 1.0144 0.675405 0.339 0.0629717 0.262644 0.169342 0.130002 0.552873 0.186227 0.0933027 0.329533 0.21922 0.113296 0.366646 14.6808
internal_count=2900 825 2075 44 803 759 66 693 616 599 482 261 221 210 191 202 154 48 117 182 92 80 113 61 90 77 66 45 52 2031
is_linear=0
shrinkage=0.1


Tree=448
num_leaves=31
num_cat=0
split_feature=2 4 2 2 3 1 3 2 1 3 2 3 3 3 3 2 3 2 3 3 0 0 0 1 1 1 1 0 0 2
split_gain=0.0084572 0.0397457 0.0183959 0.0301485 0.0516938 0.0333528 0.0338555 0.0301184 0.0857967 0.0292618 0.0282645 0.102105 0.0308195 0.0235749 0.0286503 0.0440065 0.0438201 0.109759 0.0321715 0.0217661 0.0216767 0.0182906 0.118997 0.139887 0.103125 0.0501878 0.0931837 0.0854762 0.109248 0.0871777
threshold=-0.62958999999999998 40.580626202750004 -0.59309999999999985 -0.50001499999999999 0.098200000000000023 72.496961945650014 -0.059734999999999996 -0.26138499999999998 62.305017173150013 0.093760000000000024 -0.24299000000000001 0.093295000000000031 -0.10778500000000001 0.43644500000000008 0.21240500000000004 -0.074434999999999987 0.11614000000000002 -0.031989999999999998 0.11308000000000003 0.11048000000000002 97.900202820250016 89.057864029250013 89.458444290650007 62.837331883000012 64.434276012450013 62.132955852800002 62.106071271500007 86.135510041400025 86.001087134900004 -0.103615
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 4 5 -4 -7 8 -5 20 11 12 -9 14 16 -16 18 -18 19 21 -2 25 -23 -24 -25 26 -12 28 29 -27
right_child=2 -3 3 7 -6 6 -8 10 -10 -11 13 -13 -14 -15 15 -17 17 -19 -20 -21 -22 22 23 24 -26 27 -28 -29 -30 -31
leaf_value=0.032224371226893748 -0.050239622498055983 -0.055190745125316999 0.013397686304717325 0.086044627878949231 -0.10418748092874031 0.029724706388926742 -0.10125292966990335 0.0076592485287015847 -0.025490362109574838 0.047254090973960543 -0.0016524095651988592 0.076789811076895198 -0.10216959277381649 -0.037947809078783146 0.062301219883042748 -0.011893101092461692 -0.06482095787956052 0.040524682672521982 0.043722124495592062 -0.026201555496434676 0.028970469494171609 0.059628580306839346 -0.10945305280867071 0.060064129812963996 0.00071208430603277246 0.042631196523842146 0.046818435183095072 -0.033928027239963146 0.090015242962922806 -0.056905609889803699
leaf_weight=0.087506972422381035 0.072184714663311556 0.12823683235663452 0.19614994021322729 0.14520694111025712 0.072771620503324641 0.028875416176788349 0.06234364675313131 0.032351549721425954 0.13135895099390105 0.20369976073470752 5.6192870175712821 0.057816606165573603 0.12153158885744986 0.15981717952487429 0.18377028828235709 0.14149331334704207 0.30503190013221726 0.1463561460486752 0.17386755126881404 0.30012340591629794 0.066263677002718957 0.37320696275781973 0.11152380640851323 0.30713447630114377 6.2499854983804175 0.15605261221057265 0.42674430241822836 1.0885646934052244 0.1426097652874887 0.20174678197636808
leaf_count=28 13 21 39 19 21 8 65 47 41 31 615 9 41 24 22 36 48 29 23 36 40 19 4 26 1392 29 29 79 5 61
internal_value=-5.80798e-05 -0.0197347 0.000187616 -0.000276174 -0.0289001 -0.00983477 -0.0597919 0.000345743 0.0330695 0.0231444 -0.000209521 -0.0365108 -0.0790798 0.000268182 0.000651643 0.0300259 3.92713e-05 -0.0306641 0.000954016 0.000457521 -0.0123284 0.00100267 0.00467852 0.00160327 0.00349212 -0.00238762 0.00176879 -0.0182027 0.0160054 -0.0134931
internal_weight=17.4936 0.215744 17.2779 16.9357 0.360141 0.287369 0.0912191 16.5756 0.276566 0.342148 16.299 0.2117 0.153883 16.0873 15.9275 0.325264 15.6022 0.451388 15.1508 14.977 0.138448 14.6769 7.04185 6.66864 6.55712 7.63501 6.04603 1.58897 0.500409 0.357799
internal_count=2900 49 2851 2767 133 112 73 2634 60 84 2574 97 88 2477 2453 58 2395 77 2318 2295 53 2259 1441 1422 1418 818 644 174 95 90
is_linear=0
shrinkage=0.1


Tree=449
num_leaves=31
num_cat=0
split_feature=1 4 3 2 4 2 1 0 3 3 0 0 0 1 3 1 1 3 2 3 2 3 3 4 2 2 4 2 2 0
split_gain=0.00801338 0.049103 0.0230166 0.0287634 0.0223042 0.0170472 0.0140091 0.0406995 0.0436533 0.0612309 0.0347574 0.047561 0.0465553 0.0367782 0.047014 0.0583333 0.0499105 0.0327682 0.0253159 0.0393565 0.0455006 0.015501 0.0955165 0.0600721 0.108553 0.090356 0.0865301 0.14383 0.0684176 0.0885868
threshold=83.715897724050009 44.710446918150005 -0.22253999999999999 -0.16717499999999999 45.445415294500002 0.20981000000000005 77.898074329750017 99.378854792050006 0.095290000000000027 0.087725000000000011 97.835679825150024 99.515966156650009 100.67200315280002 82.987325570650015 0.09117500000000002 78.962703749400006 79.900975636950008 0.10236000000000002 -0.044409999999999998 0.085715000000000027 -0.16297999999999999 0.090390000000000012 0.089475000000000013 42.178283198950005 -0.083794999999999994 -0.012769999999999998 42.508878681700004 -0.08725999999999999 -0.50001499999999999 85.839779647100016
decision_type=2 2 2 2 2 2 2 2 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 -4 7 21 9 -9 -8 -12 -13 14 15 -14 -17 -16 19 20 -18 22 -1 -23 26 -26 -25 28 -28 -30
right_child=1 4 5 -5 -6 -7 10 8 -10 -11 11 12 13 -15 17 16 18 -19 -20 -21 -22 23 -24 24 25 -27 27 -29 29 -31
leaf_value=-0.0011179281625249692 0.080845177082961572 0.092472705585656303 -0.10049561905865656 -0.10057091421076254 0.0028829584465213261 -0.013882200417838178 0.074086628273500307 -0.1018269655333888 -0.10170772263304324 0.026952752044956285 -0.053186982354172546 0.046079522338103696 0.074056779516606525 0.060961236147195945 -0.080154143184350157 -0.10155711131200658 0.032052457946845789 -0.0083497300709238029 0.039449373475826111 0.057507092668663155 -0.10123449597356667 0.0081271760187174632 -0.07042940478193209 -0.05436129997136379 -0.068523513865910726 0.023298425689705707 0.057414589314443647 0.093217282124047895 0.032123221868113276 -0.086137291439200306
leaf_weight=8.2654202896267996 0.022965396882000277 0.033017506655596662 0.089004484699735209 0.014108593352176513 0.17547815440758185 0.030514754351766316 0.080030871524143232 0.053097150449901487 0.079474596245347584 0.12119299134269568 0.12194411891823609 0.30176676997507434 0.1127167218560885 0.087794705741202961 0.11945054204716143 0.049715925903001335 0.040353419369111299 0.1358198366363581 0.13071622680126915 0.046040516849188862 0.070109890457899837 5.6196283973636207 0.20372428384979535 0.16296930640237406 0.45932002825475138 0.139781217959978 0.10736546731823182 0.21429087151773274 0.10774922993186919 0.15369045003899373
leaf_count=1136 18 7 319 38 162 41 41 63 35 22 18 35 28 21 47 13 19 27 50 13 37 477 37 17 65 42 21 7 18 26
internal_value=-5.38666e-05 -0.0147124 -0.0570296 0.0118069 0.0170704 -0.0783821 0.000261231 -0.000564395 -0.040287 -0.0122797 0.0102517 0.00605184 0.0126521 -7.2905e-05 -0.00767441 0.0117839 -0.00904857 -0.0419497 0.00696406 -0.0201686 -0.0525434 8.87233e-05 -0.00278521 0.0035834 -0.0153989 -0.0470998 0.0100574 0.0280618 -0.00979618 -0.0373976
internal_weight=17.3493 0.365089 0.156593 0.037074 0.208496 0.119519 16.9842 15.6877 0.253765 0.17429 1.29646 1.21643 1.09448 0.792718 0.704923 0.449653 0.336936 0.25527 0.28722 0.156504 0.110463 15.4339 8.46914 6.96479 1.34517 0.599101 0.746065 0.583096 0.368805 0.26144
internal_count=2900 585 416 56 169 360 2315 1966 120 85 349 308 290 255 234 160 132 74 119 69 56 1846 1173 673 196 107 89 72 65 44
is_linear=0
shrinkage=0.1


Tree=450
num_leaves=31
num_cat=0
split_feature=1 0 0 3 1 0 0 1 4 2 0 0 3 1 0 1 2 0 2 2 4 2 1 4 4 1 2 0 3 3
split_gain=0.00788015 0.131305 0.101857 0.0911537 0.0552902 0.0540216 0.131965 0.0524622 0.0509545 0.0776868 0.0615912 0.0476175 0.046374 0.0520357 0.0432154 0.0611143 0.0528847 0.0967607 0.0711966 0.0705824 0.06395 0.168615 0.0954741 0.111954 0.145326 0.104485 0.0897479 0.0672651 0.0686477 0.0572385
threshold=66.697957758300021 90.337570099350003 90.837623311600012 0.084795000000000023 65.630639880500027 92.031298721500022 90.259604813550013 67.649671936450019 36.921550069850007 -0.081474999999999992 89.219171517050015 89.219171517050015 0.085880000000000026 61.767325547050007 89.057864029250013 64.221887820150016 -0.079074999999999993 86.866770652900016 -0.093604999999999994 -0.076709999999999987 41.395309858300003 -0.11808 62.116825104000007 42.102795028150005 42.988308018450006 61.982402197500001 -0.08756499999999999 85.775256651950016 -0.072169999999999998 0.077330000000000024
decision_type=2 2 2 2 2 2 2 2 2 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 -2 9 12 14 -9 13 -1 15 16 17 20 -19 -18 21 27 23 -22 25 -25 -26 28 -10 -21
right_child=5 2 3 -5 -6 -7 -8 11 10 -11 -12 -13 -14 -15 -16 -17 19 18 -20 29 22 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.036297645373825398 0.083589513267141952 0.07894390252664267 0.055258683774714303 -0.055060662678974741 -0.038089672222600394 -0.00042134430613091802 -0.086610037731197492 -0.10155594464343531 0.022820067632942777 0.090736123498008386 -0.036122936117338404 0.042852875219511866 0.034459628119555268 -0.10207108932689964 0.041307141623866978 0.047694058184866488 0.060635530706906221 -0.010599764697205732 -0.071725794318183586 0.033594828157261752 0.045751982768879061 -0.069272366477048694 -0.036790588099052675 -0.011447492106410041 0.00036673638074109181 -0.10363855004494599 0.063552732342534599 0.037951874577118315 -0.10271634084910189 -0.0021225682707044385
leaf_weight=0.045115102101362936 0.085870360540865387 0.37587687649647783 0.15167640867002774 0.14796228696286562 0.39181475455188852 5.9578652911063728 0.23689270121144546 0.043182602371281575 0.090466347621259047 0.15386657558792549 0.48332567684701722 0.048456262059573874 0.1812437973167107 0.068360842915087261 0.2525678987149157 0.25364649327869493 0.22694024531301726 0.37190498504787683 0.39075766000314605 0.52595692041170083 0.72536296764155928 0.45688264942145318 0.45756247603185318 0.34979905393265642 0.72239632564035527 0.18955228257436829 0.32634345097165418 0.36225963083415991 0.084011817567443359 3.0534019455671171
leaf_count=43 8 36 23 18 27 1638 68 29 20 20 31 16 29 31 8 54 9 18 26 107 37 36 35 29 145 33 20 26 23 257
internal_value=-5.89727e-05 0.00158166 0.0442739 0.000782733 -0.00125586 -0.00284964 -0.0377614 0.027429 0.000221053 0.0331414 -0.00136292 -0.0251963 0.00307241 -0.0470593 0.000537619 -0.000661493 -0.00213327 -0.0094376 -0.0419183 0.00655467 -0.00285747 -0.0246229 0.0049471 0.0132021 -0.00166508 -0.0438476 0.0200288 0.0133836 -0.0376261 0.00312581
internal_weight=17.2113 10.8391 0.675516 0.299639 10.1635 6.37227 0.414402 0.177509 9.77173 0.448586 9.32314 0.0916389 0.29472 0.113476 8.83981 8.58725 8.3336 4.5273 0.762663 3.8063 3.76464 0.99362 2.77102 2.31345 1.58809 0.539351 1.04874 0.536738 0.174478 3.57936
internal_count=2900 1141 77 41 1064 1759 121 53 1037 123 914 45 103 74 883 875 821 448 44 373 404 105 299 264 227 62 165 69 43 364
is_linear=0
shrinkage=0.1


Tree=451
num_leaves=31
num_cat=0
split_feature=3 3 4 4 3 3 2 2 2 2 2 2 2 1 3 3 4 0 0 3 3 1 3 3 4 1 1 2 2 4
split_gain=0.00813225 0.0312717 0.0637775 0.0631921 0.0277734 0.0946923 0.0303772 0.0250049 0.0579097 0.0366853 0.0537082 0.0382876 0.0411688 0.045134 0.0312048 0.0529463 0.0298449 0.0233687 0.0207143 0.0303341 0.0432863 0.0238052 0.0166923 0.0491688 0.0414025 0.0680964 0.0650947 0.0574139 0.0386282 0.0170556
threshold=-0.2485 -0.15684499999999998 40.305698932850007 41.289992964000007 -0.24637000000000001 -0.23958499999999999 -0.16187499999999996 -0.053019999999999991 -0.079824999999999993 -0.18126999999999999 -0.23361999999999997 -0.23455499999999999 -0.23557500000000001 73.365333921800001 -0.26439499999999999 -0.27223499999999995 39.995120105550008 93.577162146500015 75.994645973400011 -0.12530999999999998 -0.11050499999999999 55.855406118200008 1.0000000180025095e-35 0.048965000000000009 41.43512228960001 62.084563606450011 68.961639504150014 -0.10098 -0.053019999999999991 48.008184682100008
decision_type=2 2 2 2 2 2 2 2 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 17 -4 -5 -6 -7 8 9 10 11 12 13 -1 15 -9 -11 -2 21 -20 -21 -3 24 -24 25 -22 -27 -26 -28 -25
right_child=1 18 3 4 5 6 -8 14 -10 16 -12 -13 -14 -15 -16 -17 -18 -19 19 20 22 -23 23 29 27 26 28 -29 -30 -31
leaf_value=-0.10156017507374585 -0.10187327239140478 -0.0069711958337989634 0.086224236145168956 0.068963602767009122 -0.10292938348220571 0.049458613658406862 -0.019528161794747034 -0.10139467746702301 0.081415476182312332 -0.0044577788549070643 0.041397301820411479 -0.10139711899630188 0.095905082039270506 0.060492529501557014 -0.089384385384635057 0.046253970483484508 -0.084771504455786725 -0.0074788390689574285 -0.049157543024356813 0.058674239391934918 0.053688129316336403 -0.10067384602968135 0.049846948899758783 -0.0006584522361502309 0.012097807711355898 -0.074502899533440567 -0.048411200938606062 -0.10254079005718644 0.019899740783552635 0.022998878113635102
leaf_weight=0.045920060223139103 0.048323977772270932 0.070835260976754522 0.16537788038112922 0.075060074821521994 0.069334284603428387 0.19692924040987236 0.094437841305079928 0.037787266642794748 0.076211491501453565 0.085934719133661019 0.20129703554178491 0.05760013410943543 0.031407299156398949 0.027466723135034954 0.079600204766733351 0.067980652072947123 0.1002408835218489 0.057353706495234746 0.12548720380581713 0.12559848911592908 0.16550268257924194 0.043924705953916288 0.19964850512769672 13.690923311012504 0.073390044713050884 0.15492917940584405 0.11359976980156006 0.1079435719210835 0.30511836238582646 0.31168214764376045
leaf_count=45 14 68 17 11 32 35 44 54 13 19 34 20 9 27 18 16 33 36 42 30 16 53 12 1839 35 16 34 33 41 204
internal_value=-5.9233e-05 0.000430239 0.0210001 0.0335947 0.013621 0.00210455 0.0270986 -0.00982844 -0.000276619 -0.0115991 0.0068813 -0.0359033 9.54425e-05 -0.0409082 -0.0420896 -0.00649585 -0.0477004 -0.0506432 -0.000508462 -0.000192502 0.000210459 -0.0428362 -0.000275098 0.000570711 -0.0133252 -0.00282063 -0.0191239 -0.0561438 0.00136673 -0.000131867
internal_weight=17.0068 16.1954 0.706817 0.601139 0.435761 0.360701 0.291367 0.811446 0.626078 0.549867 0.363691 0.162394 0.104794 0.0733868 0.185368 0.105768 0.186176 0.105678 15.4886 15.3738 15.2483 0.11476 15.1227 14.2023 0.920484 0.73915 0.573647 0.181334 0.418718 14.0026
internal_count=2900 2612 189 139 122 111 79 288 200 187 135 101 81 72 88 70 52 50 2423 2302 2260 121 2230 2055 175 107 91 68 75 2043
is_linear=0
shrinkage=0.1


Tree=452
num_leaves=31
num_cat=0
split_feature=3 3 4 4 1 1 0 0 2 0 0 0 3 4 2 4 2 1 2 3 3 0 3 4 2 0 1 0 0 2
split_gain=0.00853842 0.0442229 0.0388184 0.099379 0.0813665 0.0702928 0.0569296 0.126193 0.0542265 0.041751 0.0412019 0.0738144 0.0535747 0.0715318 0.0502521 0.120804 0.0729595 0.218924 0.114077 0.108417 0.034832 0.057723 0.0341508 0.0335958 0.0461951 0.0359824 0.0580836 0.0418822 0.0954262 0.059401
threshold=0.090225000000000014 0.090720000000000023 39.852039223600009 40.12915366295001 61.82916008405001 61.885617704800005 85.656964494200011 85.694602908050015 -0.50001499999999999 85.40693788805001 89.458444290650007 90.337570099350003 0.10332500000000001 41.134354310300004 -0.024989999999999998 41.495754733000005 -0.069554999999999992 62.068432857650002 -0.083794999999999994 0.098200000000000023 0.089475000000000013 89.528344202050008 0.089335000000000012 35.131296350900008 -0.081844999999999987 97.152811460000024 80.288113607700012 86.530713386650021 89.528344202050008 -0.060760000000000002
decision_type=2 2 2 2 2 2 2 2 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 8 -4 -5 -6 9 -8 -3 -7 14 -12 -13 -14 16 -16 18 -18 19 -9 22 -22 -1 24 -10 27 -27 -25 -29 -30
right_child=1 2 3 4 5 6 7 10 23 -11 11 12 13 -15 15 -17 17 -19 -20 -21 21 -23 -24 25 -26 26 -28 28 29 -31
leaf_value=-0.0018379848626195073 0.03113723055163577 -0.054959710117044126 -0.063160673465951486 -0.06422852610044405 0.064766863185336615 -0.0094808737755725583 0.088138259721938783 0.062469332430621805 0.028917727499862635 -0.10380355010399256 -0.098894827559256465 -0.028883383257250511 -0.025081763786858183 0.04811441138697975 0.035574053249005082 -0.075956946976050349 -0.015522175634379477 0.093484576169306999 -0.048480732363006672 -0.012731674065804152 -0.10247332006414407 0.00023307262110112926 0.052075728554283697 -0.0025768249813082713 -0.05485418121456153 -0.053900511874948792 0.039589590235503846 0.08255485974781851 0.00067775726182222674 0.048856144976895645
leaf_weight=8.9147781507158008 0.5008726049382507 0.12138686084576589 0.27709206302368183 0.19654241071529543 0.16910456842742849 0.097728140583513201 0.16131700389087233 0.32771182974101976 0.11338934477424856 0.090279907348303823 0.10046364868048829 0.65199026863765996 0.2514068081879941 0.28471313898297979 0.17377549828961525 0.22014716797184519 0.38173728388028405 0.35611691379745025 0.37541856120515149 0.46196195518132299 0.090945376614854356 0.13738305111827653 0.11905941901753259 0.489282008684086 0.15692788124304724 0.16418886848191494 0.11163921398071563 0.28938417806057248 0.70874904963354668 0.40053364896448262
leaf_count=1846 35 52 36 33 10 27 8 18 40 17 9 160 24 66 16 33 25 20 23 34 20 35 11 40 48 48 56 17 63 30
internal_value=-6.1523e-05 0.00241465 0.000397771 -0.00511418 -0.00137402 0.0016362 -0.00107696 0.00161748 0.0102711 -0.0547738 -0.00227528 -0.0165873 -0.00962756 0.01379 0.00575395 -0.026756 0.0124837 0.0370887 -0.00309862 0.0184765 -0.00210238 -0.0406759 -0.00112744 0.0135241 -0.0197146 0.0176765 -0.0160611 0.0226056 0.0314149 0.0180737
internal_weight=16.896 7.63386 7.13299 4.57751 4.30042 4.10387 3.93477 3.74676 2.55548 0.188008 3.58544 1.28857 1.18811 0.53612 2.29687 0.393923 1.90295 0.737854 1.16509 0.789674 9.26217 0.228328 9.03384 2.43409 0.270317 2.16378 0.275828 1.88795 1.39867 1.10928
internal_count=2900 988 953 559 523 490 480 436 394 44 428 259 250 90 169 49 120 45 75 52 1912 55 1857 342 88 254 104 150 110 93
is_linear=0
shrinkage=0.1


Tree=453
num_leaves=31
num_cat=0
split_feature=2 4 1 1 1 0 0 4 0 0 2 2 3 2 0 3 1 1 1 0 2 2 4 1 3 4 1 3 1 3
split_gain=0.00782928 0.011262 0.00906358 0.071196 0.0349297 0.048646 0.0571551 0.0940854 0.0471016 0.0627556 0.0368726 0.0371074 0.0950815 0.030514 0.0303895 0.0288986 0.027119 0.0898926 0.0717932 0.147126 0.0709003 0.049069 0.0511878 0.039911 0.0320919 0.0296771 0.0806019 0.0577634 0.0519668 0.103771
threshold=0.68694500000000025 40.421032462050007 69.873026810350026 70.085415002650009 70.133807249000014 94.550383989750017 94.157869102700019 40.305698932850007 94.832672093450014 94.964406541850011 0.22542000000000004 0.06041500000000001 0.07797500000000003 -0.079824999999999993 101.15323715815002 0.091975000000000015 66.318885161900013 66.697957758300021 67.649671936450019 90.662873533100012 -0.10098 -0.15009499999999998 40.982542372850013 65.630639880500027 0.083415000000000031 36.921550069850007 65.555363052850012 0.10273500000000002 63.910026677050006 0.09721500000000001
decision_type=2 2 2 2 2 2 2 2 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 16 -4 -5 6 7 -6 13 -10 11 -11 -13 -7 -12 -14 23 -18 19 -19 21 22 -20 25 -22 26 27 -1 -27 -30
right_child=1 -3 3 4 5 8 -8 -9 9 10 14 12 15 -15 -16 -17 17 18 20 -21 24 -23 -24 -25 -26 28 -28 -29 29 -31
leaf_value=-0.02706643709292297 0.055253047930675828 -0.0043113184298837065 -0.055114929833638519 0.0456957524303147 -0.054321376366756748 0.0029069860534735037 -0.10211011403863302 0.061091577242235497 -0.10539976744969232 -0.0022504954237557687 -0.10148258996917869 -0.080097164294245515 0.076681203004239265 0.063464893730320812 -0.0069331250287109529 0.0012423643233992882 0.054254973396058372 0.054711988274272073 0.058094568538749947 -0.092795854221014246 0.0095767043963519202 0.079077922442587628 -0.034621791683882477 -0.032004999969610669 -0.040619328088216229 0.0013346138723568149 0.0879205650420114 0.061584921911183421 -0.0044036726437595699 -0.097198026133070561
leaf_weight=0.25117711831198342 0.06184066114845066 0.065220119073728711 0.25669968655711262 0.15475384632566136 0.20501853811150983 0.15002212024478467 0.097903585881397248 0.1077597490933897 0.058396128504000777 3.2149590263270826 0.064902486653977465 0.060986212998841327 0.20528829633910828 0.18682485711246943 0.071382372290157203 0.067467945707884169 0.40234366396907795 0.10247457074001409 0.12004475051071484 0.19878588728062141 0.30173976773221522 0.20230585196986794 0.11815481456187626 0.39109981661022253 0.22039879995281808 8.5043965963234776 0.14242591708898544 0.10390313714742661 0.46410368340198793 0.16278290477794144
leaf_count=108 19 25 23 12 36 25 51 78 20 1070 24 30 62 17 88 26 34 10 13 46 24 11 36 39 19 844 5 13 68 24
internal_value=-4.97765e-05 0.0246787 -0.000239186 -0.00384812 -0.00101534 -0.00262497 -0.0354304 -0.0145588 0.000676952 -0.00254604 -0.000916116 0.00104418 0.032782 0.0364941 -0.0519601 0.0580209 0.00127477 0.0130878 -1.70537e-05 -0.0426207 0.0133158 0.0428625 0.0121042 -0.000689672 -0.0116114 0.000582286 0.0243667 -0.00112539 -0.000713575 -0.0284995
internal_weight=16.7156 0.127061 16.5885 4.90236 4.64567 4.49091 0.410682 0.312778 4.08023 3.74338 3.68499 3.5487 0.333742 0.336847 0.136285 0.272756 11.6861 1.66625 1.2639 0.30126 0.962644 0.440505 0.2382 10.0199 0.522139 9.62879 0.497506 0.35508 9.13128 0.626887
internal_count=2900 44 2856 1562 1539 1527 165 114 1362 1320 1300 1188 118 42 112 88 1294 193 159 56 103 60 49 1101 43 1062 126 121 936 92
is_linear=0
shrinkage=0.1


Tree=454
num_leaves=31
num_cat=0
split_feature=3 4 4 1 2 2 2 3 1 3 3 1 0 0 1 2 2 3 3 1 0 3 3 1 3 0 3 3 1 1
split_gain=0.00738428 0.03373 0.0675555 0.118233 0.0541414 0.0601622 0.0614804 0.0554787 0.0477009 0.0371802 0.0823097 0.045334 0.0669464 0.0640491 0.0748 0.0655462 0.045099 0.0439862 0.0901367 0.0640221 0.0688627 0.0479584 0.0855123 0.041885 0.0294858 0.054362 0.0268394 0.0313516 0.081193 0.071856
threshold=0.090225000000000014 42.178283198950005 42.508878681700004 62.009286778800011 -0.23455499999999999 -0.097799999999999984 -0.084239999999999995 0.10461500000000003 62.197478847950002 0.090865000000000015 0.091385000000000022 65.727424373200009 87.568458224950021 93.776108048200015 71.225321249950014 -0.060760000000000002 -0.081844999999999987 0.10236000000000002 0.099010000000000029 61.917879202350001 86.232294534150014 0.10661000000000002 0.11614000000000002 61.966271448700006 0.089475000000000013 89.528344202050008 0.089335000000000012 0.088165000000000021 62.020040611300011 62.068432857650002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 9 8 -4 -5 -6 -7 -8 -3 -2 -11 12 17 16 15 -15 -13 18 19 -12 -21 -19 -23 -24 26 -26 27 -1 -29 -30
right_child=1 2 3 4 5 6 7 -9 -10 10 11 13 -14 14 -16 -17 -18 21 -20 20 -22 22 23 -25 25 -27 -28 28 29 -31
leaf_value=-0.00014934329377031636 0.033564769646093146 -0.086888348732353113 0.064292775755756579 0.037826075265629956 -0.1027677151932114 0.030549415379037465 -0.079129257884043958 -0.0057628953100580345 -0.0081079557293873266 -0.051379856955936769 -0.02945204996762979 -0.00042174158736586477 0.047736150307766845 0.0082967963026103174 -0.0089370129501195935 0.086598196930063931 -0.055433817759551113 -0.02963632482165009 0.064167516391401933 0.053899218965589059 -0.0086170758257723048 0.045178104952179617 0.015557092810538907 -0.045946638591044073 -0.10223915535390127 0.00059358293720448681 0.047094041211241451 -0.105657959597604 0.045790564804923217 -0.037255275259659895
leaf_weight=8.3005027915208807 0.43913809686972616 0.17684431913312426 0.22677511262278904 0.14857571984772988 0.094674004169107095 0.18736859373802861 0.18567339009112549 0.23167782456084751 0.13593845927823622 0.26194203053933041 0.35319690376218227 0.25488873837730353 0.48464161192532618 0.26202476398892571 1.0263009114503634 0.18058874418784387 0.35879121264224556 0.51149501549662069 0.34485714346374141 0.35318875180746545 0.35160151054151356 0.36800047507858835 0.1930169602510432 0.2597204256162513 0.082567177075816178 0.13622537302734106 0.11428382745450072 0.10133280766240282 0.1654234637189802 0.28147390110189008
leaf_count=1741 28 29 31 37 21 25 55 42 26 25 31 26 30 35 323 18 34 29 28 24 18 26 21 26 20 35 11 14 13 78
internal_value=-4.87493e-05 0.00230398 -0.011748 0.000155642 -0.0169968 -0.028643 -0.0170382 -0.0384025 -0.0526496 0.00555172 0.00334089 0.00604418 0.0134808 -0.00545286 0.00588228 0.0402442 -0.0325848 0.00741087 0.0197692 0.00529727 0.0227115 -0.00560245 0.00937579 -0.0197256 -0.00194259 -0.0382131 -0.0010572 -0.00167909 -0.0248402 -0.00651504
internal_weight=16.5727 7.39092 1.38753 1.07474 0.84797 0.699394 0.60472 0.417351 0.312783 6.00339 5.56426 5.30231 3.21972 2.08259 1.46891 0.442614 0.61368 2.73508 1.40284 1.05799 0.70479 1.33223 0.820738 0.452737 9.18181 0.218793 8.96302 8.84873 0.54823 0.446897
internal_count=2900 988 266 211 180 143 122 97 55 722 694 669 233 436 376 53 60 203 101 73 42 102 73 47 1912 55 1857 1846 105 91
is_linear=0
shrinkage=0.1


Tree=455
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 2 1 2 3 4 3 3 3 2 4 3 3 2 3 3 1 3 4 3 2 2 4 3 4 2
split_gain=0.00738845 0.0208223 0.0484953 0.0279781 0.05289 0.0245533 0.0700668 0.0237758 0.102573 0.029184 0.0194811 0.0217669 0.0467051 0.0451919 0.0358977 0.0210807 0.0294439 0.0203323 0.056771 0.0830535 0.0832813 0.0399346 0.0416013 0.0694817 0.0611392 0.0466475 0.0375177 0.044171 0.0367722 0.0556711
threshold=-0.62958999999999998 -0.58350999999999986 -0.50001499999999999 64.321360770950022 72.496961945650014 -0.26138499999999998 62.305017173150013 -0.24103499999999997 0.093295000000000031 39.039757512550004 0.43644500000000008 0.13062500000000002 0.11614000000000002 -0.055714999999999994 41.21013581150001 0.11263500000000003 0.11048000000000002 -0.11808 0.083185000000000023 0.093675000000000022 62.175971182900007 -0.15684499999999998 48.008184682100008 1.0000000180025095e-35 -0.13820499999999999 -0.16717499999999999 43.022303514600004 0.087605000000000016 35.337501601400007 -0.11131999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -4 8 9 -7 11 12 15 -14 -13 16 17 18 21 26 -21 -9 24 -24 -23 -25 27 -20 -19 -30
right_child=1 2 5 4 -6 7 -8 10 -10 -11 -12 14 13 -15 -16 -17 -18 28 19 20 -22 22 23 25 -26 -27 -28 -29 29 -31
leaf_value=-0.019086008286972659 0.022294282967569773 -0.10383464633284084 0.083575599698072989 0.012344721926773621 -0.1012670157204366 -0.00042487478037388194 -0.022220760210565745 0.011634838919508421 0.077962087839065428 -0.10180969353271595 -0.035457280385549766 -0.013849603853582923 -0.069974745395501456 0.0030921526059766898 0.049244321819478284 0.030667981793323765 -0.03827901536678887 0.03332964854165716 0.086226463852723256 0.03501057788173368 -0.058593504391313139 -0.074753731751954378 -0.10105789198342081 0.094505707249810056 0.0041027241957607066 -0.0069401989723234239 0.0055353319769383359 0.029315331017499221 -0.04079969896289188 -0.00050591459331513519
leaf_weight=0.20135940974482025 0.41517641893033008 0.060058239873340358 0.1268376188245347 0.12373118207597145 0.061264591612000707 0.037686029785798492 0.12360216488493858 0.71468740474162473 0.059492860944317272 0.11512847350759614 0.1511632972372795 0.14900778551804705 0.18509844118272589 0.15598131444903707 0.22839654913514096 0.2337563059456621 0.19419978527554427 0.30626170469630665 0.2838899212638919 0.19023736262170132 0.18996774960872642 0.23727256680434294 0.044285668030624947 0.082124025582288596 0.16789133365669362 0.10116271891325823 0.173716798512487 0.26246071860262887 0.35425139358928603 10.690282285055957
leaf_count=49 121 12 19 27 57 20 41 171 10 115 24 38 31 30 36 31 27 136 33 11 35 114 20 10 20 128 17 35 34 1448
internal_value=-4.84416e-05 0.000187909 -0.000392836 -0.0445321 -0.0252798 0.000302364 0.0313608 -0.000205741 -0.0334375 -0.0768069 0.000261621 0.000622907 8.63314e-06 -0.0365601 0.0243334 0.000885369 0.000387833 0.00093203 0.00919833 0.0260517 -0.0117583 -0.0045637 -0.0228603 0.0113532 -0.0420773 0.038514 0.0460159 0.058887 -0.000850524 -0.00179833
internal_weight=16.4204 16.2191 15.8039 0.245054 0.184996 15.5588 0.25044 15.3084 0.212307 0.152815 15.0961 14.9449 14.5675 0.34108 0.377404 14.2264 13.9927 13.7985 2.4477 1.10027 0.380205 1.34742 0.632736 0.227572 0.405164 0.183287 0.720067 0.546351 11.3508 11.0445
internal_count=2900 2851 2730 96 84 2634 60 2574 145 135 2429 2405 2331 61 74 2270 2239 2212 594 131 46 463 292 158 134 138 85 68 1618 1482
is_linear=0
shrinkage=0.1


Tree=456
num_leaves=31
num_cat=0
split_feature=3 3 4 4 3 3 3 0 2 2 2 1 0 2 2 0 1 3 3 1 0 4 2 1 1 3 3 0 2 0
split_gain=0.00756793 0.0267591 0.0522778 0.0573512 0.0239337 0.037279 0.0455778 0.0222556 0.0216965 0.0198967 0.0516958 0.0343941 0.0646473 0.065188 0.0362248 0.0333385 0.0284851 0.0270479 0.0454858 0.0252716 0.0143643 0.049962 0.0355655 0.0285811 0.023842 0.0324208 0.018767 0.0158025 0.0566527 0.0755118
threshold=-0.2485 -0.15684499999999998 40.305698932850007 41.289992964000007 -0.24637000000000001 -0.23472499999999999 -0.23958499999999999 93.577162146500015 -0.16187499999999996 -0.053019999999999991 -0.079824999999999993 73.365333921800001 83.680947768350009 -0.23361999999999997 -0.22699 98.615332683000005 56.981870074850008 -0.26439499999999999 -0.27223499999999995 85.371987932400017 104.15624488985002 42.406961525800007 -0.088944999999999996 85.18917277955002 86.858705278550005 0.074640000000000026 0.07933500000000003 85.716110573100011 -0.093604999999999994 85.328972602300013
decision_type=2 2 2 2 2 2 2 2 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 7 -4 -5 6 -6 -2 -7 10 11 12 13 16 -14 -13 -1 18 -11 -17 27 -22 24 -24 -23 -26 -27 28 29 -3
right_child=1 20 3 4 5 8 -8 -9 -10 17 -12 15 14 -15 -16 19 -18 -19 -20 -21 21 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.10130230699156109 -0.10163785485351128 -0.015322214159917592 0.084244097988946623 0.065329669681815666 -0.10267785127942108 0.049940391653020999 0.022100592554012286 -0.0052888378937178413 -0.013144974782810806 -0.10125176039088908 0.078523801742804628 0.096090421851431004 -0.013515693342268771 0.057234166569743311 -0.10240525641411657 -0.10063479429099749 0.0030720112098811857 -0.086307087552978903 0.042168652920063492 0.055365984352446308 -0.10091624249120655 -0.10074864090439002 0.058898221514349924 -0.021960568729133906 0.082795794565592593 -0.10062271378040673 0.030204456455904138 0.0012849953874292887 0.0038297288250943497 -0.10197255355250529
leaf_weight=0.051429054027096299 0.042827431916978465 0.46931482748568232 0.15183757359045558 0.071056815286283381 0.062410298022768984 0.13873470671614996 0.055134062668003025 0.054460657571610227 0.089807542093694792 0.033253015416306653 0.071717446866387036 0.052182285249728011 0.075907862120516256 0.13322458569192008 0.11576556735951726 0.021128427477606238 0.053190832957753287 0.072240769508884806 0.066010081491185701 0.020421014991029551 0.063168269217882655 0.046929361779575629 0.10470265138428658 0.075047441971583417 0.025095733008441812 0.032773246154022218 0.016477608630019347 12.715209998812389 1.194225081559076 0.12800121249938456
leaf_count=32 14 163 17 11 32 28 10 36 41 54 13 12 25 25 22 16 24 18 16 31 298 38 16 81 11 54 34 1475 218 35
internal_value=-4.64282e-05 0.000432099 0.0200383 0.0316211 0.0124667 0.00161314 -0.0441506 -0.0477029 0.0251505 -0.00974671 -0.00109638 -0.0120093 -0.023986 0.0108412 -0.0672026 0.0428733 -0.0482363 -0.0397557 -0.00587701 -0.0239624 -0.000446325 -0.0200615 -0.00309464 0.0251389 -0.0449412 -0.00971416 -0.0568525 4.61159e-05 -0.00874666 -0.0338909
internal_weight=16.3037 15.5372 0.666269 0.568981 0.417143 0.346087 0.117544 0.0972881 0.228542 0.766471 0.594967 0.52325 0.429518 0.237844 0.191673 0.0937317 0.10462 0.171504 0.0992631 0.0415494 14.8709 0.364194 0.301026 0.17975 0.121276 0.0743466 0.0492509 14.5068 1.79154 0.597316
internal_count=2900 2612 189 139 122 111 42 50 69 288 200 187 128 81 47 59 56 88 70 47 2423 532 234 97 137 99 88 1891 416 198
is_linear=0
shrinkage=0.1


Tree=457
num_leaves=31
num_cat=0
split_feature=4 2 2 3 3 3 2 4 1 0 0 0 2 0 3 0 2 4 3 2 3 3 2 3 2 0 2 1 1 1
split_gain=0.00887678 0.0151456 0.0172918 0.022215 0.00862043 0.0540287 0.0411273 0.0404564 0.0679601 0.0588871 0.0977814 0.123683 0.103707 0.132743 0.0495183 0.0634597 0.0497526 0.046044 0.0393265 0.0850196 0.0602228 0.0517279 0.0484292 0.044823 0.0365115 0.0522211 0.0374847 0.0323842 0.0958926 0.0886437
threshold=32.785955158400007 -0.10710499999999999 -0.092624999999999999 0.076825000000000018 0.091545000000000029 0.091250000000000012 -0.60827500000000001 39.344049039350004 61.82916008405001 89.219171517050015 90.337570099350003 90.837623311600012 -0.59511499999999995 93.776108048200015 0.10461500000000003 85.807518149550006 -0.083330000000000001 41.495754733000005 0.10332500000000001 -0.058529999999999992 0.10611500000000003 0.12191500000000002 -0.16297999999999999 0.093480000000000021 -0.094344999999999998 86.103248543850015 -0.065399999999999986 62.55235532115001 62.305017173150013 63.431481129800005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -9 14 -11 -12 -13 -14 15 -10 -17 -18 19 22 -20 -22 -15 -21 -16 26 -26 28 -8 -29
right_child=4 2 3 -5 7 -7 27 8 9 10 11 12 13 18 24 16 17 -19 20 23 21 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-0.10079769549895422 -0.10349803554672288 0.088722770795563718 0.039747855366014162 -0.10121523438270737 0.016094038817279711 -0.062366763794775661 -0.0036411370289563608 -0.055590229664117564 0.054504274925256668 -0.097087897038911034 0.10052688537955279 0.044160902880540406 -0.10416439171691012 -0.010236536565854453 -0.052768553428544696 0.030169990151734299 0.021318507107879178 -0.027749989747828233 0.064267558964084301 0.066766921629637474 -0.077810700029916913 0.019934630529888576 -0.10157625741033723 -0.029002241451915656 -0.0011782147408427816 0.019230692281692427 -0.070316927850146232 0.055512231234493128 -0.077981120884705046 0.001589677621331408
leaf_weight=0.023423354933796769 0.038853935573880061 0.014588533862100017 0.020655041974380228 0.024371087430528349 1.7168510887450148 0.14474575793542577 4.3102196018672236 0.22438629728648596 0.39708073294150414 0.13305806724383717 0.098712282488122471 0.23429211023176244 0.19344738565268971 0.089138864843242516 0.15748447726946324 0.63294857118307846 0.32593284943141021 0.46273848753116908 0.13873491705885499 0.095744689916046788 0.090767075770891381 0.13417773609307915 0.16642711698646906 0.099823442354164627 0.17433393575447553 0.51959987074951641 0.14252768513756553 0.32512041214567933 0.18079444241084264 4.8933197450291557
leaf_count=86 23 14 29 39 283 21 533 36 40 12 9 31 20 35 24 30 23 32 14 19 35 31 62 26 22 44 25 25 10 1267
internal_value=-5.30348e-05 -0.0326648 -0.00589447 -0.0365506 0.000114943 -0.00171983 -0.000819322 0.00302934 -0.00194259 0.000865405 -0.0153227 -0.00721132 -0.0157704 -0.0296968 0.00935083 0.0191599 0.00928762 -0.00747154 -0.0120172 -0.0317423 0.0124513 -0.0195064 -0.0697179 0.0178837 -0.00859752 -0.00028124 -0.0322775 -0.000408436 -0.00663384 0.00494917
internal_weight=16.2043 0.083038 0.0596147 0.0450261 16.1213 9.89305 9.74831 6.22821 4.51136 4.28697 1.47432 1.34127 1.24255 1.00826 2.81265 1.8187 1.42162 0.788671 0.814814 0.451134 0.36368 0.224945 0.255566 0.195568 0.993946 0.836461 0.316862 9.70945 4.49101 5.21844
internal_count=2900 168 82 68 2732 1879 1858 853 570 534 294 282 273 242 240 125 85 55 222 142 80 66 97 45 115 91 47 1835 543 1292
is_linear=0
shrinkage=0.1


Tree=458
num_leaves=31
num_cat=0
split_feature=4 2 2 3 2 3 3 3 4 4 0 4 2 4 2 3 4 2 4 3 3 2 3 4 4 2 4 0 1 0
split_gain=0.0078452 0.0138649 0.0151973 0.0264744 0.00778479 0.0338677 0.0561259 0.0465808 0.0685857 0.0677952 0.070438 0.0457195 0.0431671 0.039704 0.0805819 0.0434477 0.0507878 0.0387051 0.0312027 0.0275043 0.0253476 0.0475969 0.045427 0.0377326 0.037206 0.0369916 0.0431219 0.0361346 0.0221542 0.0738194
threshold=32.785955158400007 -0.10710499999999999 -0.092624999999999999 -0.22253999999999999 -0.11808 0.083185000000000023 0.080515000000000017 0.093925000000000022 38.771633980050005 43.368902217050007 95.071944867050021 41.028010303750008 -0.14581999999999998 41.621607100200002 -0.5169149999999999 0.097615000000000021 40.259171735100004 -0.58180999999999994 38.115457128050004 0.086785000000000015 0.078935000000000019 -0.16717499999999999 -0.27687999999999996 43.542456167850005 38.994321257850011 -0.22089 35.337501601400007 110.50907145210002 81.524804347700012 104.86330937810001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 20 8 12 10 19 -12 -7 15 -15 17 18 -9 -17 -10 21 25 -23 -22 -24 26 -2 -26 -6 -30
right_child=4 2 3 -5 28 7 -8 13 9 -11 11 -13 -14 14 -16 16 -18 -19 -20 -21 23 22 24 -25 27 -27 -28 -29 29 -31
leaf_value=-0.10072190017883483 -0.10148094140366425 0.086625138374360144 0.088293480166432625 -0.085725029019285026 -0.0004392884673168808 -0.10212777706433014 -0.072182097742626156 0.015256919896121489 0.08809772333498167 -0.017161088476874475 -0.055254677860078108 0.046351383476959961 0.014714428543414919 0.015306151925517387 -0.092360600064922194 0.032789626521563857 0.047418909805807208 -0.068442818792403701 -0.033744828256993424 0.045113490066699707 0.09287838405413841 0.048052575163258199 0.0405188557579612 -0.0031828489332947686 -0.094270896292825923 0.065346329124003441 0.0027923513551460655 0.015102778200029461 -0.10094153280682681 0.0043666213927540855
leaf_weight=0.0212094658476496 0.041703111413767147 0.013504082322159883 0.012321323950317264 0.03009884252075018 11.892248809062099 0.062082773391225032 0.12309787995635613 0.10260459089840879 0.28110679493329371 0.19424315735159325 0.092145978626433589 0.085263153825207105 0.064438612234880788 0.14878685056557117 0.13047148235050088 0.11300604591648522 0.34800417355097579 0.11970476098814031 0.18732689209605269 0.31642716368469337 0.066939465355367989 0.046592821017839015 0.03206460655113319 0.10507745209105224 0.17281494258998009 0.089272717762014508 0.80947619697899853 0.036604389060642006 0.095094042019908342 0.22187807045370134
leaf_count=86 20 14 13 55 1395 39 42 22 18 32 21 21 11 35 30 26 36 25 26 30 19 6 27 38 113 17 310 41 73 259
internal_value=-6.18953e-05 -0.0318771 -0.00576742 -0.0351798 9.16877e-05 0.00406426 -0.00744349 0.0118722 0.0266266 0.0356662 0.0489076 -0.00642262 -0.0426189 -0.00218669 -0.0349965 0.00833701 0.021418 -0.0298121 -0.00870996 0.0653352 -0.00175344 -0.00678743 -0.0423514 0.0341989 -0.0597943 0.00410645 -0.00231647 -0.0751535 -0.00113473 -0.0272266
internal_weight=16.0556 0.0771337 0.0559242 0.0424202 15.9785 3.76926 1.52364 2.24561 1.09571 0.969186 0.774943 0.177409 0.126521 1.1499 0.279258 0.870646 0.648337 0.222309 0.300333 0.597534 1.40055 1.22853 0.288077 0.172017 0.241484 0.940452 0.851179 0.209419 12.2092 0.316972
internal_count=2900 168 82 68 2732 1005 633 372 172 122 90 42 50 200 65 135 88 47 52 48 591 534 187 57 181 347 330 154 1727 332
is_linear=0
shrinkage=0.1


Tree=459
num_leaves=31
num_cat=0
split_feature=2 4 4 4 4 4 2 3 3 2 1 0 0 0 0 1 0 1 0 4 1 3 4 4 1 1 2 2 4 3
split_gain=0.00740171 0.0101733 0.00756167 0.0325833 0.0272722 0.0255043 0.0608266 0.0199554 0.0598386 0.0380018 0.0308029 0.0608956 0.0495829 0.0420171 0.0263267 0.151712 0.0539288 0.0474754 0.0551604 0.0375721 0.0201809 0.018031 0.0179231 0.02356 0.0755626 0.12892 0.1283 0.0613494 0.0206112 0.0600227
threshold=0.68694500000000025 42.131954243650007 43.19689381845 43.245737185650007 43.279086095950007 43.104429861650011 -0.079824999999999993 0.086520000000000027 0.08594000000000003 -0.23557500000000001 68.321786469100019 86.420486603250012 97.32487278035002 100.67200315280002 86.280686780500005 62.55235532115001 86.001087134900004 61.971648364950006 76.591483678350016 43.902382686800003 64.84561010645001 -0.23958499999999999 43.022303514600004 42.599563320500003 62.399113207700005 62.106071271500007 -0.082509999999999986 -0.11911999999999999 42.487106141350004 0.090720000000000023
decision_type=2 2 2 2 2 2 2 2 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 22 -7 8 9 20 11 -9 -12 -14 16 -16 17 18 21 -17 -6 -11 23 28 25 26 -25 -26 -1 -30
right_child=1 -3 3 4 7 6 -8 10 -10 14 12 -13 13 -15 15 19 -18 -19 -20 -21 -22 -23 -24 24 27 -27 -28 -29 29 -31
leaf_value=-0.00074642755775898518 0.048100148201327693 -0.010487038654539331 0.054761681475433602 -0.065186669381807685 -0.10146732285817464 -0.10285511094040932 0.020573925326760008 -0.0080969787339289327 -0.10206951247643997 -0.029264306919174095 -0.061842389403646295 0.077629407998263067 0.08752206462423831 -0.027966804007346219 -0.10563013965049557 0.061359166085131256 0.071039182127062908 -0.037231885222164196 0.079075264554839819 0.0007268659698855313 -0.020102107706356689 0.022241056076100742 0.026016920823946424 0.013210275030707689 -0.0063874987172379957 0.042247233787615177 -0.10488041887428745 -0.093382778865625085 0.051694877204144223 -0.021306700663922026
leaf_weight=11.48969721582881 0.073188305627994832 0.049809520879989577 0.12444083731316036 0.058504016722509156 0.047384079967870529 0.079534886886072798 0.080172820246219412 0.14934510951634639 0.057195478120547594 0.12150806629443878 0.097862703333248646 0.18613948800884828 0.066692071908619255 0.059704350274998319 0.12784951096909936 0.13332145139295903 0.161288538511144 0.17859773239797505 0.12755291160283377 0.43784147826309727 0.085465853992864993 0.15426051700273935 0.24656610635139564 0.20381933834050869 0.14421367148163089 0.38947936776094139 0.16769815572223457 0.18511572532124276 0.26620507491392764 0.19522878790625953
leaf_count=1765 23 21 11 11 58 27 17 29 13 25 35 25 9 46 9 32 11 30 14 312 90 34 33 28 23 18 33 63 32 23
internal_value=-6.1789e-05 0.0243745 -0.000251745 0.0049502 0.0021959 -0.00117044 -0.0408941 0.00399432 -0.00159305 0.00205554 0.0202876 0.0394672 -0.00840445 0.03297 0.00676984 -0.00716156 0.0198728 0.0056912 0.0246983 0.0148797 -0.0491229 -0.000453034 -0.000693006 -0.00119799 -0.0152698 0.00204821 -0.0400943 -0.0552875 8.58103e-05 0.0208085
internal_weight=15.9457 0.122998 15.8227 2.37495 2.25051 13.4477 0.159708 2.19201 1.63227 1.57507 0.559744 0.335485 0.224259 0.126396 1.44222 0.699012 0.743208 0.581919 0.403321 0.571163 0.13285 0.275769 13.288 13.0415 1.09033 0.760997 0.371517 0.329329 11.9511 0.461434
internal_count=2900 44 2856 794 783 2062 44 772 628 615 144 54 90 55 467 353 114 103 73 344 148 59 2018 1985 165 79 61 86 1820 55
is_linear=0
shrinkage=0.1


Tree=460
num_leaves=31
num_cat=0
split_feature=3 3 3 2 4 0 3 2 4 4 3 3 1 2 0 2 0 0 3 3 4 4 0 2 3 4 1 1 3 4
split_gain=0.00712551 0.0534606 0.0375612 0.0704214 0.0339918 0.0643242 0.0784512 0.0490154 0.11691 0.0948506 0.0661752 0.0646103 0.0786234 0.0551129 0.0380169 0.046093 0.0618434 0.071811 0.0853457 0.0579089 0.0726243 0.0473535 0.0552686 0.052605 0.034392 0.0415639 0.0297813 0.0279519 0.0846872 0.0265238
threshold=0.093295000000000031 0.093480000000000021 0.092290000000000025 -0.099224999999999994 39.852039223600009 85.678472159250006 0.10045500000000003 -0.076709999999999987 36.82350895510001 35.337501601400007 0.10236000000000002 0.095845000000000027 64.654729579150015 -0.054494999999999995 85.807518149550006 -0.59511499999999995 85.901614184050018 89.458444290650007 0.10332500000000001 0.10611500000000003 41.134354310300004 41.028010303750008 88.028184565250015 -0.060760000000000002 0.096845000000000028 41.169697216150006 75.465019721650009 65.848404989100018 0.10133000000000002 38.771633980050005
decision_type=2 2 2 2 2 2 2 2 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 7 6 -6 8 27 -9 29 -10 -13 -12 -7 -16 -17 21 24 -20 -21 -18 23 -23 25 -19 -22 -3 -29 -11
right_child=1 4 3 -5 5 14 -8 9 11 10 13 12 -14 -15 15 16 17 18 19 20 26 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00066655267411963072 0.058377663890908517 0.064975329609583909 0.022870216725786652 -0.087679642885574866 -0.10356032556431063 0.03045382074636474 -0.0030705430485510176 -0.052480503638226032 0.0227090537666539 0.039439324167320572 0.05831798856273334 0.0066574986488945253 -0.10380637980897495 -0.0041345096311157506 0.037817287121568094 -0.073089651889285831 0.036551539281077267 -0.093751658170706714 0.055126221155225023 -0.081072999810140364 -0.019165401347139083 0.0087700857351643118 0.039065255691609457 -0.042338139714699324 -0.092933630184201713 0.0064531567756560566 0.06036491796719911 0.066369993204956373 -0.10139312995034321 0.097096759213172942
leaf_weight=10.279883267126865 0.16832588542092697 0.17284814611775795 0.099735496200392681 0.13646376954977757 0.14025493905819564 0.35329125681892071 0.17415331134088774 0.13633995711135882 0.10729199847507509 0.1368735338063356 0.2165477825563471 0.095392910239752382 0.19853344656769067 0.40666338331539009 0.23538077826560799 0.1398310767108345 0.42955186602193896 0.066995301357792303 0.13691146487448691 0.12749796239321576 0.10515052757546073 0.42552311213512428 0.2419413117086151 0.38235791389479334 0.19420147229610762 0.10832405255723643 0.085264314758518367 0.080123394467245923 0.048186531467393434 0.19129449712741575
leaf_count=2064 11 19 21 35 24 23 42 37 20 31 22 10 58 45 31 15 28 17 14 21 25 33 15 41 54 36 26 27 39 16
internal_value=-6.51432e-05 0.00292279 -0.00157247 -0.0409998 0.00110559 -0.00484388 -0.0478982 0.0122283 -0.00836388 0.0255253 0.0367041 -0.0437105 -0.0679557 0.0175659 -0.000379618 -0.00444586 -0.00851696 -0.00459753 -0.0282494 0.000753018 -0.0226632 0.00858189 -0.00286234 -0.0154187 -0.063947 -0.0318384 0.0164468 0.0387267 0.00336689 0.0730488
internal_weight=15.8211 5.30505 10.5161 0.236199 5.13673 3.34663 0.314408 1.7901 0.702376 1.08772 0.951379 0.401218 0.293926 0.623211 3.03222 2.67893 2.44355 2.30372 0.824345 0.454824 0.317913 1.47937 1.04982 0.807881 0.369521 0.175319 0.190415 0.301158 0.12831 0.328168
internal_count=2900 780 2120 56 769 445 66 324 173 151 114 88 68 67 379 356 325 310 193 86 72 117 89 74 107 53 51 85 66 47
is_linear=0
shrinkage=0.1


Tree=461
num_leaves=31
num_cat=0
split_feature=2 0 1 4 0 1 1 4 2 2 1 4 3 2 2 0 2 3 1 4 2 2 2 3 4 4 0 4 0 3
split_gain=0.00761251 0.0509163 0.0936515 0.108371 0.0747172 0.0746617 0.144796 0.102223 0.0686232 0.064712 0.0618557 0.0593363 0.0746122 0.0415079 0.0446724 0.040089 0.0919843 0.0799538 0.062002 0.142454 0.0802536 0.0862713 0.109795 0.0882833 0.0604711 0.119241 0.132561 0.100303 0.0687798 0.0717223
threshold=-0.068524999999999989 86.280686780500005 63.910026677050006 42.297164883650005 92.313586825200005 62.00390986255001 61.987779113750001 40.259171735100004 -0.01762 -0.0023999999999999998 62.014663695050011 36.173488152900006 0.10371000000000001 -0.058529999999999992 -0.046474999999999995 86.232294534150014 -0.077279999999999988 0.094415000000000013 62.095317438950012 42.988308018450006 -0.081474999999999992 -0.08459499999999999 -0.086339999999999986 0.085245000000000029 40.259171735100004 42.102795028150005 85.656964494200011 38.771633980050005 85.807518149550006 0.10273500000000002
decision_type=2 2 2 2 2 2 2 2 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 5 3 10 11 6 7 -2 -9 -10 -3 -4 -13 -6 -15 24 18 -18 19 -17 21 22 -20 -23 27 26 -26 28 29 -1
right_child=1 2 4 -5 13 -7 -8 8 9 -11 -12 12 -14 14 -16 16 17 -19 20 -21 -22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.04445739169128219 0.015541274036684065 0.012979628438997859 0.031728895466824884 -0.013176577752986036 -0.05062500301064024 -0.045417910858896779 0.076162749923445849 -0.10293828783674103 0.081668771516229366 -0.054332828023125238 0.067356424717462199 -0.074092784968946487 0.022044781539874325 0.046743100486556485 0.0038297319849491321 -0.0658664142074359 -0.063291656050845621 0.0014619692082037501 -0.0014228398474227728 0.02287687684453197 0.036886140867574808 0.001659990108827595 0.07781925031898311 -0.089989751348571012 -0.024943420330736057 -0.0036127339202663834 0.060436816466457668 -0.070553559221412473 0.10076112010382361 0.071853712738126213
leaf_weight=0.17861323531857154 0.41456865616373206 0.31585897516924866 0.10759875026997212 0.40040578831394669 0.12038778210001089 0.47964916970950355 0.21058607019949704 0.17148343922372078 0.050528646338591443 0.11374076349406437 0.61948438597028144 0.33692906704557402 0.10616484540514648 0.28191525267527651 1.738550914163723 0.43401894066482949 0.48399973402655927 0.31464347745708565 4.3981367529725803 0.3101443487812503 0.58517367170477275 0.20388916166751858 0.18209052132550763 0.21692789901883103 0.23632608053867465 1.480946496118406 0.7887866380988271 0.24095766256277784 0.07205445459112525 0.07539587136125192
leaf_count=104 41 24 11 24 31 94 13 27 15 95 49 75 14 30 531 32 44 32 1070 22 47 20 21 49 40 258 40 34 4 9
internal_value=-7.11244e-05 0.00293957 0.00871093 0.0303575 -0.00203173 -0.0131952 0.00288923 -0.0176758 -0.0586904 -0.0124993 0.0489938 -0.0348827 -0.0510583 0.00641853 0.00981743 -0.00168472 -0.00580037 -0.0377805 -0.00176575 -0.0288809 0.00184638 -0.00225364 0.00172749 -0.0455847 0.00786291 0.0145355 0.0407535 -0.0216277 0.0145281 -0.00993352
internal_weight=15.67 5.46785 4.0273 1.33575 2.69155 1.44056 0.960908 0.750322 0.335753 0.164269 0.935343 0.550693 0.443094 2.14085 2.02047 10.2021 7.12902 0.798643 6.33038 0.744163 5.58622 5.00104 4.58023 0.420817 3.07308 2.50606 1.02511 0.567021 0.326064 0.254009
internal_count=2900 1074 789 97 692 285 191 178 137 110 73 100 89 592 561 1826 1337 76 1261 54 1207 1160 1091 69 489 338 80 151 117 113
is_linear=0
shrinkage=0.1


Tree=462
num_leaves=31
num_cat=0
split_feature=0 0 0 3 1 0 1 1 4 4 4 4 0 3 4 0 1 3 0 1 2 0 0 0 0 0 2 2 2 2
split_gain=0.0080602 0.0440112 0.0351098 0.078268 0.0330004 0.0779805 0.0698956 0.0588831 0.068966 0.0760086 0.0920797 0.107062 0.05309 0.0460862 0.0848164 0.0651723 0.0434189 0.0425332 0.13716 0.102028 0.0725334 0.0865732 0.0584681 0.0584207 0.0561255 0.0799394 0.0395743 0.0387131 0.0633064 0.0623944
threshold=87.568458224950021 87.735142629050017 86.866770652900016 0.087530000000000011 62.046925192600007 86.458125017100016 62.025417527550012 62.068432857650002 40.259171735100004 41.289992964000007 41.621607100200002 41.792045663550006 86.388225105700016 0.083565000000000014 42.207998345450008 86.036037090600004 63.910026677050006 0.091975000000000015 85.968825637350008 62.020040611300011 -0.067574999999999996 85.656964494200011 85.656964494200011 84.280473931450004 85.872041144650012 85.737618238150006 -0.081474999999999992 -0.082885 -0.01762 -0.084239999999999995
decision_type=2 2 2 2 2 2 2 2 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 12 -6 16 -10 -11 -12 17 26 -15 -16 -9 19 20 24 22 -22 23 -19 25 27 -13 29 -29 -1
right_child=1 -3 3 -5 7 -7 -8 8 9 10 11 13 -14 14 15 -17 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.005086216658650753 0.053944110566026007 0.0010325477412527449 0.016678603143740766 -0.047133852665043503 -0.053452224032474675 0.047696851910641234 0.053286312819690568 -0.01974972669617471 0.061079690088276919 -0.063564426986506536 0.074896793455539026 -0.0063418044314659701 -0.066044934954130385 0.027166694545514292 -0.011676859548565427 -0.093565154035729958 -0.10267104462955763 0.028670811790746133 0.067012108877960913 -0.10528729998428502 0.011752003599326384 -0.077559561729475146 0.055012786600055485 -0.050772937182568756 -0.036900081377749298 0.060770248566705126 0.052256740549587448 -0.10222493958376469 0.0086409557891357677 0.07887960462926237
leaf_weight=0.92193132137239431 0.16030329109525965 8.1293207975377104 0.31570856248644208 0.49135302625654731 0.27165151748761251 0.39207655555219378 0.23771313236829872 0.16898443806849162 0.20317079995538723 0.22180812986334775 0.1927921592705103 0.28929626202079817 0.12768536074599968 0.20653725393640343 0.19673740379899129 0.19207673027995043 0.10082082172398188 0.20075053728942283 0.35160049959085871 0.10598935501542417 0.20170796088203236 0.23496309957226913 0.24401797511382028 0.17176495299463568 0.41339717974369694 0.2174454918495029 0.1915649830125401 0.09895207855663557 0.10741614670554622 0.097896973544266075
leaf_count=236 11 1936 30 32 30 30 33 23 20 11 8 37 7 15 43 20 32 30 25 7 30 24 14 19 37 13 18 17 107 5
internal_value=-6.76486e-05 0.00205574 -0.00252337 -0.0221715 -3.0377e-05 0.00527186 0.000816243 -0.00981519 -0.00377886 0.00370009 -0.00411971 0.00627057 -0.00275199 -0.00602309 -0.0246208 -0.0521302 -0.0507358 -0.000352351 0.0129321 -0.00985914 -0.00512188 -0.0363046 0.0169638 -0.00796029 -0.00441263 0.00489038 0.0170026 -0.00501898 -0.0445184 0.00297396
internal_weight=15.4574 8.28962 7.16781 0.807062 6.36075 4.12531 3.73323 2.23544 1.96379 1.69398 1.49081 1.269 3.49552 1.07621 0.595351 0.388814 0.269805 3.36783 1.40481 1.96303 1.0532 0.436671 0.616533 0.372515 1.85704 1.44364 0.480861 1.2262 0.206368 1.01983
internal_count=2900 1947 953 62 891 634 604 257 227 172 152 141 571 133 78 63 55 564 142 422 117 54 63 49 415 378 55 365 124 241
is_linear=0
shrinkage=0.1


Tree=463
num_leaves=31
num_cat=0
split_feature=2 3 3 3 3 4 3 4 4 2 2 0 0 1 4 3 4 0 0 1 2 2 3 2 0 1 3 1 3 3
split_gain=0.00775862 0.0278451 0.0819021 0.034734 0.0756388 0.0277314 0.0265701 0.0292167 0.062016 0.0442878 0.0613904 0.0464542 0.0327943 0.0637683 0.0565611 0.0416243 0.0473874 0.0387209 0.0265742 0.0282786 0.0239233 0.0594697 0.0511096 0.0425345 0.0320099 0.060513 0.0234297 0.0223015 0.0221175 0.0601873
threshold=-0.11808 0.085345000000000018 0.087205000000000019 0.088005000000000014 0.088565000000000019 35.337501601400007 0.084065000000000015 40.036761086100007 41.755948821900006 -0.13820499999999999 -0.23155499999999998 87.568458224950021 86.597924839850023 62.55235532115001 43.509905336500005 0.080515000000000017 44.215931556700006 95.429509798400019 95.897301513100004 79.535345331150026 -0.16297999999999999 -0.50001499999999999 0.098200000000000023 -0.58180999999999994 97.835679825150024 78.285212300550015 0.096845000000000028 74.580516996750006 0.078935000000000019 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 27 7 9 -9 10 11 -7 14 -14 -10 16 -15 -18 -19 -20 21 23 -22 24 -6 -26 -23 -1 29 -2
right_child=28 2 3 4 20 6 -8 8 12 -11 -12 -13 13 15 -16 -17 17 18 19 -21 22 26 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.10129550443306137 -0.0015193855942476689 0.064041373227925094 -0.058483687941190923 0.092840179222574121 0.022163575282643965 -0.024941273382294668 -0.059847229946605365 -0.064562336955939228 0.077616094507762246 0.088785708981259912 -0.07764289090326737 0.07712814395628971 -0.10473295556651402 0.060494923692767467 0.0012489083266451822 -0.063654085047821302 -0.10095012757859929 0.099292887198618451 -0.10052336924054806 0.0096020922604649547 -0.05372929833944913 0.076384590716020134 0.0084052125159868735 -0.070731759223422175 -0.10242674568781812 0.023924690392989514 0.020365411024469756 0.043182074998935428 -0.0032653278722430245 0.039471175455014218
leaf_weight=0.049683038750427566 1.4813612451558462 0.26376275747060862 0.084430772143008315 0.097066433086936743 0.33407335706760899 0.07617733882216271 0.077696363521660206 0.16274227115005135 0.1256986803048219 0.084647336274363272 0.065992792890263274 0.10753280180245017 0.070552202261751518 0.13167368068241103 0.42456702552756553 0.088820479461119817 0.042544879891316612 0.02567879221169278 0.028513548740193073 0.12795571751962598 0.20842783501371553 0.1486893882700997 0.36285246643055302 0.087996823622765952 0.069037700726767071 0.084051949261940706 0.14995985420519276 0.013610925934545381 9.7410946379658618 0.4724541855953247
leaf_count=61 382 34 15 10 49 14 20 60 23 9 54 44 5 40 107 24 85 4 41 114 44 25 38 48 18 37 34 34 1346 81
internal_value=-6.88305e-05 0.00399449 0.0123512 0.00396922 0.00738843 -0.0052756 -0.0027701 6.70143e-05 -0.00706467 0.0262762 0.00508594 0.034804 0.00171324 -0.016404 0.0186937 -0.00240578 0.0128597 -0.0150553 0.00500739 -0.0104662 0.00164865 0.0120521 -0.0142642 -0.00674647 0.00481126 -0.0330551 0.0482558 -0.0702266 -0.00131769 0.00839259
internal_weight=15.2893 3.59444 1.89035 1.62659 1.54216 1.70409 1.64079 1.5631 1.22875 0.33435 0.249703 0.18371 1.06601 0.515739 0.550266 0.445187 0.356367 0.224693 0.182148 0.156469 1.44509 0.873809 0.57128 0.57516 0.487163 0.15309 0.298649 0.063294 11.6949 1.95382
internal_count=2900 1091 352 318 303 739 644 624 503 121 112 58 443 313 130 308 284 244 159 155 293 211 82 152 104 55 59 95 1809 463
is_linear=0
shrinkage=0.1


Tree=464
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 4 1 2 1 0 1 2 0 2 4 2 0 0 2 1 0 3 0 1 2 0 0 0 0
split_gain=0.00774969 0.0774528 0.0421417 0.0805031 0.10907 0.0436812 0.073921 0.0449226 0.0323095 0.0307616 0.0718186 0.0867968 0.0501807 0.100065 0.0769588 0.131062 0.088382 0.0801467 0.0841412 0.0548545 0.050863 0.0352523 0.0354736 0.117026 0.0928887 0.0598889 0.0754393 0.0490162 0.0486753 0.0467436
threshold=87.181320254150009 86.866770652900016 61.960894532450006 62.116825104000007 62.197478847950002 64.434276012450013 41.840895355800008 64.84561010645001 -0.083794999999999994 62.041548276350007 86.530713386650021 62.025417527550012 -0.103615 86.345209775600011 -0.082509999999999986 42.674081447500008 -0.067574999999999996 86.345209775600011 86.036037090600004 -0.23155499999999998 62.084563606450011 86.388225105700016 0.091975000000000015 85.968825637350008 62.020040611300011 -0.067574999999999996 85.656964494200011 85.656964494200011 84.280473931450004 85.872041144650012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -2 -4 -5 6 -6 -7 -8 10 11 21 13 19 20 16 -16 18 -18 -11 -14 22 24 25 29 27 -27 28 -24 -1
right_child=2 -3 3 4 5 7 8 -9 -10 12 -12 -13 14 -15 15 -17 17 -19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0047344358256115361 -0.054226789631046136 -0.0492662369726585 0.052189671632386948 -0.093989546191329154 0.0651799226087873 -0.062512759585695479 0.024531439176564133 0.00032440706145421804 -0.01419789442649522 0.0012112224066911166 0.052943823978371309 0.066741097589111426 -0.023825399206974143 -0.022141497728071724 -0.064897813340168101 0.057986859779948732 0.01370700018900139 0.028997128977807814 -0.10315324863799864 0.083288448305642082 -0.10227769006270311 -0.05113739459797615 0.026047269334460776 0.063206166634340047 -0.10475179448250332 0.01091708533893678 -0.073536237650219868 0.051087287191870015 -0.04723656890317917 -0.033615405830612559
leaf_weight=1.4158982478610056 0.13175211602356185 0.3381758620525942 0.31728543608914961 0.11948577733710308 0.27851333918806431 0.1156958162318914 0.44844230019953102 6.8386574335943386 0.41450130566954613 0.13288969886612279 0.29215562250465144 0.19249505785410281 0.16767752716168627 0.39906830921245273 0.34651200368352875 0.24047790109399614 0.1220949729033971 0.35414487670641392 0.12437975447392091 0.21026310349570065 0.16295011488591626 0.1415155242966647 0.1990200866566737 0.33796292603074096 0.096083063070039887 0.20146357081891597 0.22267945257772226 0.23669303793576546 0.16642409519954526 0.40982466828609165
leaf_count=378 11 24 19 7 37 10 23 1852 26 32 20 24 25 23 22 35 37 17 16 34 31 11 30 25 7 30 24 14 19 37
internal_value=-6.15854e-05 -0.00266848 0.00189738 0.002764 0.000855112 0.00225492 0.0203857 -0.000720981 0.00592842 -0.000115581 0.00525047 0.0014014 -0.0094027 0.0119068 -0.0198203 -0.00794095 -0.0246801 -0.00147753 -0.0452648 0.0515031 -0.0624907 -0.00226814 -0.000163557 0.0121682 -0.00891756 -0.00463907 -0.0334218 0.0156354 -0.00732635 -0.00387405
internal_weight=15.1752 6.51085 8.66433 8.53258 8.2153 8.09581 1.14146 6.95435 0.862944 6.17267 3.91222 3.62006 2.26046 0.742221 1.51824 1.18761 0.947132 0.60062 0.246475 0.343153 0.330628 3.42756 3.28605 1.36424 1.92181 1.02628 0.424143 0.602137 0.365444 1.82572
internal_count=2900 915 1985 1974 1955 1948 86 1862 49 891 619 599 272 89 183 127 92 70 53 66 56 575 564 142 422 117 54 63 49 415
is_linear=0
shrinkage=0.1


Tree=465
num_leaves=31
num_cat=0
split_feature=2 1 1 2 3 0 0 0 1 2 3 1 0 2 1 0 0 0 0 2 1 1 4 0 1 1 4 1 4 3
split_gain=0.00870346 0.0431846 0.0499799 0.0509226 0.0464026 0.0398442 0.0749413 0.0874877 0.0695959 0.0818549 0.0421108 0.0413869 0.0757858 0.0623696 0.0723435 0.0393659 0.0392024 0.0370916 0.0493736 0.0247802 0.055954 0.109311 0.0875847 0.0444209 0.0448712 0.0492435 0.0417302 0.0371109 0.0476814 0.0284329
threshold=-0.065399999999999986 61.409760615700009 61.767325547050007 -0.054494999999999995 0.10017000000000002 86.345209775600011 86.388225105700016 86.530713386650021 62.00390986255001 -0.012769999999999998 0.10273500000000002 64.071334164850015 92.313586825200005 0.049235000000000008 66.697957758300021 86.780739992750014 88.028184565250015 92.851278451300018 93.262612545250008 0.072320000000000023 75.085947125300024 80.677940036650014 40.380906245900007 97.013011637200023 80.677940036650014 76.763544998700013 39.995120105550008 82.393176323850014 44.710446918150005 0.10236000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 15 8 -7 -8 10 -10 -5 16 13 -13 -15 -4 -9 -14 -19 20 26 22 -22 -21 25 -25 -20 -23 -29 -26
right_child=1 2 3 5 -6 6 7 11 9 -11 -12 12 17 14 -16 -17 -18 18 19 23 21 27 -24 24 29 -27 -28 28 -30 -31
leaf_value=-0.0017758279357328805 -0.049696132458447617 0.069675767530969504 0.036552156899967651 0.028264738534384055 0.054679857880221505 0.095447459768666185 -0.09784576290575811 0.0064372932500442286 -0.1024012692271084 -0.0014307717598906703 -0.0329550094333644 -0.086008144486047211 0.055182594369174165 0.031036884751765442 -0.073540641414502436 -0.019332608876325669 0.057588403746177297 -0.076799224536795593 0.052376011577509644 -0.050514664906070886 -0.10357586129509549 0.091870055055034427 0.0054901615318411132 -0.028426889636694111 -0.050085883204833405 0.066004901374281152 -0.0037545395907729734 -0.1004589862902181 0.071496473832636437 0.078987732833015467
leaf_weight=9.9657398758404572 0.149067499815282 0.11642991751432408 0.23552599139202346 0.27551983998137108 0.3334386935493967 0.086455045966431832 0.086931661542621774 0.37666398350847918 0.1787113127829798 0.14578527919404394 0.18973611636465648 0.1735520435890977 0.14523055679092056 0.17012594397601788 0.10823217859214651 0.2711696456838979 0.24880020391719881 0.074981911881422891 0.42454266702407006 0.18754452549180212 0.14384191871033641 0.10053672739923059 0.1508405473032326 0.082648695311036136 0.13562317381767386 0.16640804867103043 0.19250987852410617 0.029032523667530674 0.036272746468000605 0.019523377853507107
leaf_count=1848 119 7 12 37 31 4 10 29 46 39 17 20 15 23 48 32 32 12 37 54 19 16 28 32 147 32 43 76 18 17
internal_value=-6.36289e-05 0.00332486 0.00494227 0.00336227 0.0257089 -0.00141482 0.00363463 0.00103538 -0.0214929 -0.0570387 0.0032987 0.00393264 -0.00217169 -0.0389595 -0.00962531 0.00664416 0.0267844 0.00662663 0.00258387 0.00614956 0.0151783 -0.0111988 -0.0477477 -0.0102918 0.00837104 0.034668 0.0348642 0.0537446 -0.00494913 -0.0338435
internal_weight=15.0014 5.03568 4.88662 4.77019 0.840134 3.93005 3.1403 3.05384 0.789753 0.324497 0.465256 2.96691 2.34145 0.45191 0.278358 0.506696 0.625464 1.88954 1.74431 1.66932 1.07758 0.460524 0.294682 0.591748 0.404203 0.249057 0.617053 0.165842 0.0653053 0.155147
internal_count=2900 1052 933 926 75 851 712 708 139 85 54 698 637 91 71 44 61 546 531 519 237 157 47 282 228 64 80 110 94 164
is_linear=0
shrinkage=0.1


Tree=466
num_leaves=31
num_cat=0
split_feature=2 3 2 2 3 1 1 2 1 0 0 2 0 3 0 1 2 3 4 3 3 0 1 1 1 1 4 4 4 4
split_gain=0.00752321 0.0152217 0.0125759 0.0372785 0.0328265 0.018123 0.0697099 0.0138305 0.0311844 0.010762 0.0477268 0.0836772 0.0364375 0.0243116 0.0827884 0.0776549 0.0349373 0.0270858 0.0672959 0.0358933 0.0841283 0.0545615 0.1146 0.0399074 0.0704591 0.0454133 0.0319707 0.0314281 0.0943068 0.0783826
threshold=-0.62958999999999998 0.097615000000000021 -0.58350999999999986 -0.5422499999999999 0.095845000000000027 75.645146416450004 78.285212300550015 -0.59967499999999996 78.494912034700022 87.568458224950021 86.866770652900016 -0.072569999999999982 87.735142629050017 0.12424000000000003 88.232507383150008 65.461267018300006 -0.075174999999999992 0.11048000000000002 38.175120519550006 0.10332500000000001 0.10017000000000002 95.238629271150003 80.677940036650014 64.434276012450013 62.837331883000012 65.111767461350013 38.771633980050005 41.495754733000005 41.261521012900012 41.941595803500007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -2 -7 -8 -9 10 -5 -12 -11 14 -14 -15 -17 19 -19 20 23 -21 -23 24 -16 -25 -22 28 -27 -29
right_child=2 -3 3 9 -6 6 7 8 -10 12 11 -13 13 15 17 16 -18 18 -20 21 26 22 -24 25 -26 27 -28 29 -30 -31
leaf_value=-0.052742413799319487 0.035257984627586648 0.0053236450231117175 -0.10200071456693771 0.00020998440162795252 0.0086196377736400803 -0.10244242921260888 0.071950973918551292 0.10029292052248751 -0.10082219651811469 0.051726328072289489 -0.055557879559816996 0.013137175154887057 -0.063612768620287724 0.10057159089995649 0.0019828321741571079 -0.041877551932138851 0.03928316509533706 0.022141230574340802 -0.065535054630918355 0.059595049531919679 -0.011811250508737686 -0.10225903221119899 0.067485068993497196 -0.0813673725889031 0.065670138517581772 0.004399510397547989 -0.085533428577692486 -0.059718433513833651 0.084557853674056396 -1.8825949347202559e-05
leaf_weight=0.080553980907908662 0.234926224647097 0.10270746098649397 0.067138722637238746 5.8755860801388282 0.044677160924176285 0.051771580961940344 0.058513915003053363 0.013992596359457821 0.017171175297249874 0.14884236812713414 0.42522030734369309 0.30415289715165261 0.19557281929883163 0.1022586389444769 0.46135562707786348 0.11782475094488715 0.096462058191606914 0.16396388090870129 0.18782933513294786 0.26623105011822157 0.098886747223441485 0.076839392632791714 0.082453622919704594 0.065874569409061112 0.27862049898249097 3.028517641126395 0.14519598783257948 0.2535606908282374 0.15424814418707899 1.6579532194221842
leaf_count=29 37 20 32 867 28 17 22 3 42 10 38 21 16 9 25 31 39 31 32 21 21 22 26 9 32 637 24 62 22 675
internal_value=-6.38346e-05 -0.0201997 0.000187612 -0.000287312 -0.0578012 0.0182309 -0.0100485 0.0432912 -0.0105211 0.000165974 -0.00278501 -0.0269116 0.00273651 0.0017556 0.000549533 0.0288724 -0.00534273 0.00236249 -0.0246709 0.00381005 0.00186487 0.0318969 -0.0143957 0.00424486 0.0259628 0.00113047 -0.0556659 0.00219725 0.00828427 -0.00793793
internal_weight=14.8589 0.183261 14.6756 14.2993 0.111816 0.376375 0.141449 0.0896777 0.0311638 14.1875 6.60496 0.729373 7.58249 7.43365 7.1171 0.316545 0.214287 6.92153 0.351793 6.56974 6.14421 0.425524 0.159293 5.90013 0.739976 5.16015 0.244083 5.09428 3.18277 1.91151
internal_count=2900 49 2851 2730 60 121 84 67 45 2670 926 59 1744 1734 1655 79 70 1639 63 1576 1507 69 48 1462 57 1405 45 1396 659 737
is_linear=0
shrinkage=0.1


Tree=467
num_leaves=31
num_cat=0
split_feature=4 4 3 4 2 2 0 1 0 4 4 4 2 3 4 4 0 4 4 0 3 0 1 1 0 0 4 2 2 2
split_gain=0.00730984 0.0282338 0.0261211 0.050027 0.0279613 0.0230484 0.0215302 0.0497105 0.0428444 0.026403 0.0255279 0.0392364 0.0310891 0.0256299 0.051708 0.0215102 0.0196442 0.0302408 0.0195705 0.0193582 0.0161214 0.0159577 0.0260184 0.0401007 0.114616 0.107417 0.0483188 0.0624875 0.037748 0.0779556
threshold=43.411469133450005 43.673409002000007 0.089580000000000021 43.812290675100009 -0.24103499999999997 -0.089514999999999997 95.897301513100004 78.285212300550015 94.964406541850011 44.758188263300006 44.527357125550004 48.008184682100008 -0.098345000000000002 -0.23958499999999999 48.919835655300012 45.673096293200011 110.99299391555002 47.480720532750006 50.264779514000004 116.05267211710002 0.083185000000000023 103.44649194340002 75.403185184700007 71.090898343450007 96.249489528150022 96.811377277450006 39.788107623550012 -0.078219999999999998 -0.074434999999999987 -0.079074999999999993
decision_type=2 2 2 2 2 2 2 2 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 5 3 -3 -5 -2 8 -8 10 -9 20 12 -12 -13 -15 -11 17 -17 -19 -18 -6 22 23 -1 -25 -26 -27 -28 29 -24
right_child=1 2 -4 4 6 -7 7 9 -10 15 11 13 -14 14 -16 16 19 18 -20 -21 -22 -23 28 24 25 26 27 -29 -30 -31
leaf_value=-0.00038322503419330417 0.060736409530942115 -0.10140771269867775 0.030181020980045499 -0.10084521570728831 0.00018758778399693231 -0.0061938125033805637 -0.079711304360124427 -0.077171810891871695 0.073209276818791261 0.094497543825051239 -0.081213633082183656 -0.021185359596610123 0.0053628870711283439 0.067223091227615495 -0.03082988660524489 -0.057719422065539573 -0.10085156658564579 0.088460874872495321 0.0044353253599556247 -0.00067534240979799859 0.045193982044268902 -0.028872693674116458 0.011745340034801911 -0.076653106672896237 0.07322950405831978 0.011635029829632014 -0.0067868625290974961 -0.10245472894406341 -0.010064885468029638 0.091487036930755966
leaf_weight=10.01739583814544 0.15428434029944071 0.050857171911445564 0.26440343810875777 0.027221879852845299 0.14333132802130422 0.077194554965033357 0.098763218204339864 0.036751387827280269 0.094949766812987946 0.02903852988674771 0.11171672823661538 0.1773896054673969 0.065969458395414904 0.13992246676934883 0.087360761230115713 0.033527131439768709 0.029207989265159995 0.061429248897184152 0.050512061257336427 0.056809196374368653 0.17896486380311671 0.2012565646160106 0.92365852040827423 0.27234806289357116 0.15513006446417421 0.23360594187681727 0.15048489702166989 0.1249765965694678 0.5431760000531235 0.14135828277301232
leaf_count=1149 30 17 77 97 28 36 55 19 19 9 41 25 38 11 52 12 14 15 65 76 23 458 176 103 16 40 20 21 147 11
internal_value=-6.2009e-05 0.00560823 0.00123895 -0.0039536 -0.000470316 0.0384162 0.00148749 -0.018245 0.0093054 0.00217582 0.00259825 -0.00989853 -0.0490704 0.0073013 0.0295345 0.0133692 0.00319207 0.0255929 0.0505454 -0.0346912 0.0251788 -0.000937023 -0.000489468 -0.00223325 -0.0220213 0.000379926 -0.0218198 -0.0501913 0.011388 0.0223294
internal_weight=14.733 1.96961 1.73813 1.47372 1.42287 0.231479 1.39564 0.396039 0.999605 0.297276 0.904655 0.582359 0.177686 0.404673 0.227283 0.260524 0.231486 0.145468 0.111941 0.0860172 0.322296 12.7634 12.5621 10.9539 0.936546 0.664197 0.509067 0.275461 1.60819 1.06502
internal_count=2900 759 693 616 599 66 502 265 237 210 218 167 79 88 63 191 182 92 80 90 51 2141 1683 1349 200 97 81 41 334 187
is_linear=0
shrinkage=0.1


Tree=468
num_leaves=31
num_cat=0
split_feature=3 3 4 2 4 0 4 1 3 4 2 2 2 0 2 2 1 2 1 1 0 3 2 2 3 2 3 3 1 4
split_gain=0.00903952 0.0287314 0.0563379 0.0740148 0.0270586 0.0504665 0.027678 0.0450946 0.0224011 0.0385667 0.0371902 0.0549833 0.0275496 0.0476943 0.0395117 0.0339793 0.0428832 0.0271812 0.0269918 0.0448114 0.0247411 0.0359183 0.0221018 0.0213526 0.121915 0.0987845 0.0905027 0.0887664 0.0977247 0.100779
threshold=-0.10585499999999999 -0.072169999999999998 41.919251152600005 -0.076709999999999987 48.008184682100008 91.625341543800019 45.154229826150008 69.64719632740001 -0.23958499999999999 48.919835655300012 -0.036264999999999999 0.26462000000000008 -0.23361999999999997 85.807518149550006 -0.23455499999999999 -0.23557500000000001 73.365333921800001 -0.072569999999999982 55.94143677835001 62.046925192600007 90.837623311600012 -0.22125500000000001 -1.0000000180025095e-35 -0.065399999999999986 0.083795000000000022 -0.0086649999999999991 0.086520000000000027 0.082975000000000021 61.987779113750001 42.049402686800001
decision_type=2 2 2 2 2 2 2 2 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 6 -6 23 -8 12 10 17 22 14 -14 15 16 -1 18 -10 -20 -21 -22 -12 27 25 -25 -26 28 -3 -30
right_child=1 4 -4 -5 5 -7 7 -9 9 -11 11 -13 13 -15 -16 -17 -18 -19 19 20 21 -23 -24 24 26 -27 -28 -29 29 -31
leaf_value=-0.10119702121684111 0.049762964331183462 0.037172744124339727 -0.10148827121455682 -0.048174403863340765 0.098500796291287163 0.0051799378650265529 -0.10119929407150799 0.0047168163127055008 0.090524785486193998 -0.046721310898217495 -0.087134948141182111 0.062380515965376748 0.047914172059559751 -0.011334848822325879 -0.10143334503319919 0.094665445407520268 0.05833721276394227 0.092608617402764118 -0.055410957959907407 0.087087947391318102 0.053432914362993002 -0.037562635324320019 -0.010163229977315098 0.071421252884528108 -0.057802101928381228 -0.0061607752516402228 0.002579021159397143 0.0010371183162772536 -0.074974807975593707 -0.010453296141364241
leaf_weight=0.042190743321881996 0.13000480412133797 0.18775916925971337 0.08153134828056352 0.18985508179126576 0.078430458075672393 0.22190559058133541 0.071593533542455456 0.091664319995423682 0.063893694409898671 0.080014633033783866 0.06112010865490447 0.078454774738133892 0.18497512120791981 0.51172607151571015 0.065373884362387003 0.026911111878007432 0.02805203723988825 0.088605035562068224 0.064143116234163244 0.073411534857513061 0.11260462737004673 0.070560530846933034 0.095740559973308548 0.45253364964466414 0.27085895566630602 0.25751617306238062 2.9716224950809718 7.0065157815060726 0.4686941051163096 0.50069142259529542
leaf_count=66 34 17 77 32 11 197 29 63 15 35 18 21 73 157 22 9 33 5 21 19 22 37 45 46 76 93 497 930 124 76
internal_value=-5.99944e-05 -0.000945636 -0.0272831 -0.00836845 -0.000105269 0.02955 -0.00083059 -0.0417306 0.00691709 0.0190881 0.0265199 -0.00596936 -0.0042527 0.00439585 -0.0413261 -0.000880536 -0.0374857 0.0426757 0.0311725 0.0193483 0.0380378 0.0183788 -0.0401549 -0.000279488 0.0057537 0.0432843 -0.00246488 -0.00320053 -0.0288595 -0.0416492
internal_weight=14.629 12.9812 0.401391 0.31986 12.5798 0.300336 12.2794 0.163258 1.64778 0.788549 0.708534 0.235315 0.859229 0.696701 0.162528 0.0971539 0.0702428 0.473219 0.384614 0.32072 0.256577 0.183165 0.156861 12.1162 3.95253 0.71005 3.24248 8.16366 1.15714 0.969386
internal_count=2900 2302 143 66 2159 208 1951 92 598 238 203 84 360 230 130 108 99 119 114 99 78 59 63 1859 712 139 573 1147 217 200
is_linear=0
shrinkage=0.1


Tree=469
num_leaves=31
num_cat=0
split_feature=3 3 4 3 1 3 0 4 0 4 1 4 1 0 1 2 2 3 3 1 2 4 2 4 2 2 4 2 2 3
split_gain=0.00758358 0.0261821 0.0586918 0.0290257 0.025986 0.0492932 0.0296292 0.0197059 0.0432081 0.0226424 0.0430298 0.0196168 0.0437339 0.0315086 0.0824555 0.0284307 0.0243718 0.0923753 0.0842962 0.129099 0.0620523 0.0588744 0.0469534 0.0600991 0.0446543 0.0397028 0.22718 0.066403 0.0442691 0.0687414
threshold=-0.10585499999999999 -1.0000000180025095e-35 41.919251152600005 0.048965000000000009 62.009286778800011 -0.064204999999999998 95.590817286200021 48.008184682100008 91.625341543800019 45.154229826150008 69.64719632740001 43.411469133450005 71.666228383350017 85.775256651950016 61.950140699950005 -0.046474999999999995 -0.063985 0.083795000000000022 0.082620000000000013 61.950140699950005 -1.0000000180025095e-35 42.674081447500008 -0.11808 40.12915366295001 -0.058529999999999992 -0.033594999999999993 41.028010303750008 -0.024989999999999998 -0.021344999999999999 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 4 -3 -2 6 -6 9 -9 11 -11 16 13 14 -13 -14 18 20 19 -5 -18 22 23 -21 -19 26 -26 -27 -29 -30
right_child=1 3 -4 7 5 -7 -8 8 -10 10 -12 12 15 -15 -16 -17 17 24 -20 21 -22 -23 -24 -25 25 27 -28 28 29 -31
leaf_value=0.0064403804581037727 0.028528536894830914 0.04269375738522168 -0.10128987600568073 0.078652960702954688 0.030533897616312963 -0.078296024059068853 -0.028232712972723412 0.097807222033190741 0.0046633783331651501 -0.10108438243762943 0.0056589446467538839 0.06130294575306855 -0.076435704790853209 0.037361734294934772 -0.059584149383984888 0.019978517569932599 0.076343973524464273 0.040575379026536629 -0.0016919759483687491 0.080620623506017453 -0.011365964443325688 -0.0024662140738686464 -0.1044049727782384 -0.070727626074979691 0.013353693397693173 0.043715717900015522 -0.10429161294115499 -0.074984807308983326 -0.073101631776720286 0.004747304873550285
leaf_weight=1.5987329863703266 0.13913515124033793 0.15865469102573548 0.078514114845233962 0.078761473015780736 0.15419638574257988 0.11259202189026674 0.19340294818356796 0.064220596745144465 0.22184099548710901 0.064850402939556129 0.090419878551131205 0.099453652270313664 0.080022415228810928 0.50643025626595772 0.13040906995837531 0.049506202751757655 0.27885383092967686 0.24246422953956459 6.7240292545582028 0.035412789532052624 0.11348741522361727 0.13754676016469602 0.25002838607134947 0.10125721834207013 0.52202150838229577 0.33645724405738642 0.23942657896304809 0.085620032838051974 0.12279372548313916 1.4868294317787598
leaf_count=598 29 12 90 7 17 38 35 9 197 29 59 14 39 59 30 39 38 20 875 34 51 18 31 36 52 32 33 16 52 311
internal_value=-5.60743e-05 -0.000861283 -0.0199913 0.000199788 -0.00934092 -0.0207904 -0.00216362 -0.00035914 0.0255741 -0.000989104 -0.0389236 -0.000482246 0.0139984 0.0234249 -0.00728048 -0.0395859 -0.001648 0.00531162 -0.00490405 -0.0407214 0.0509733 -0.058656 -0.0786424 -0.0315115 -0.000589967 -0.0041634 -0.0236382 0.00313544 -0.00491858 -0.00119158
internal_weight=14.4974 12.8986 0.677841 12.2208 0.599327 0.460191 0.347599 12.0621 0.286062 11.7761 0.15527 11.6208 0.865822 0.736293 0.229863 0.129529 10.755 3.42795 7.32704 0.603007 0.392341 0.524245 0.386698 0.13667 3.03561 2.79315 0.761448 2.0317 1.69524 1.60962
internal_count=2900 2302 209 2093 119 90 52 2081 206 1875 88 1787 181 103 44 78 1606 605 1001 126 89 119 101 70 516 496 85 411 379 363
is_linear=0
shrinkage=0.1


Tree=470
num_leaves=31
num_cat=0
split_feature=2 3 3 4 3 4 4 2 2 0 0 1 4 2 2 3 2 4 2 4 3 3 4 2 4 3 2 4 2 1
split_gain=0.00704528 0.0232296 0.0651422 0.0244348 0.0215871 0.0222485 0.0500271 0.0378564 0.0546652 0.0367773 0.0221556 0.0533982 0.0436972 0.0326413 0.0622917 0.0252349 0.0396901 0.0352322 0.0215584 0.0208137 0.0422002 0.0440999 0.0545012 0.0438689 0.0345625 0.041618 0.0344419 0.0308986 0.0445396 0.0201334
threshold=-0.11808 0.085345000000000018 0.087205000000000019 35.337501601400007 0.084065000000000015 40.036761086100007 41.755948821900006 -0.13820499999999999 -0.23155499999999998 87.568458224950021 86.597924839850023 62.55235532115001 43.509905336500005 -0.12835499999999997 -0.156745 -0.21013499999999999 -0.22386500000000001 44.710446918150005 -0.22386500000000001 40.259171735100004 0.09117500000000002 0.095845000000000027 36.625813070500008 -0.25167499999999993 40.621691032550004 0.092095000000000024 -0.60414999999999985 42.37975859965001 -0.50001499999999999 74.580516996750006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 29 5 7 18 8 9 -5 12 -12 -8 14 15 17 -17 -13 -7 20 -4 -22 -23 -24 -21 -26 -27 -28 -29 -1
right_child=-2 2 19 4 -6 6 10 -9 -10 -11 11 13 -14 -15 -16 16 -18 -19 -20 24 21 22 23 -25 25 26 27 28 -30 -31
leaf_value=-0.10114741714469895 -0.0012851180087339099 0.059640463947875158 -0.07413265781416703 -0.019878209301121112 -0.054994034321243918 -0.10185617849331625 0.072709883753410059 0.085107832690939272 -0.075448784936010843 0.074656774070488235 -0.10370161375115716 0.095119109304022564 0.00083884669774849394 0.085707656691220158 -0.10275158645131187 -0.093563747502000083 0.012082264759364768 -0.016569529159262356 -0.025459567281260909 0.061894857184496957 0.047673812557610717 0.044320269792360679 -0.0055238835558359088 -0.092920857594197853 0.043022375348117314 -0.057575366336077564 0.019331481662423957 0.029199863420391582 -0.077923327621952768 0.039152704075294927
leaf_weight=0.04445341752910037 11.025389145343228 0.24478324610790725 0.089800061207711002 0.072590251511428505 0.074555747272764594 0.067941890040742692 0.10893618103523295 0.076257563518656979 0.063158148484681931 0.095020936154551094 0.057644531858386472 0.063432461116462613 0.37860108193600439 0.039346845091344895 0.060610165027753737 0.047213443794774101 0.14408874676655647 0.050913077716472799 0.080943839162870068 0.12533383115305696 0.14002651413464751 0.095089964337493171 0.12521348829298962 0.10609924073986576 0.22194464348569909 0.11208220489970688 0.36953087929649098 0.066516880650161703 0.093190684894125297 0.013284943513257819
leaf_count=61 1809 34 33 14 20 36 23 9 54 44 5 11 107 6 97 68 82 44 24 17 43 26 31 15 34 19 56 21 23 34
internal_value=-6.78198e-05 0.00396426 0.0117112 -0.00504421 -0.00255648 0.000222735 -0.00642244 0.0240236 0.00383841 0.0337149 0.00201782 -0.0136424 0.0168978 -0.000843135 -0.0101412 0.00822347 -0.0139912 0.045389 -0.0603221 0.00411661 -0.0113579 0.000727899 -0.0194119 -0.0456114 0.0128233 0.00569877 -0.00721798 0.00344672 -0.0333074 -0.0688659
internal_weight=14.354 3.3286 1.78961 1.53899 1.48125 1.4067 1.09967 0.307027 0.230769 0.167611 0.950787 0.463249 0.487537 0.405605 0.366258 0.305648 0.191302 0.114346 0.148886 1.54483 0.556229 0.466429 0.326403 0.231313 0.988599 0.863265 0.641321 0.529238 0.159708 0.0577384
internal_count=2900 1091 352 739 644 624 503 121 112 58 443 313 130 308 302 205 150 55 60 318 148 115 72 46 170 153 119 100 44 95
is_linear=0
shrinkage=0.1


Tree=471
num_leaves=31
num_cat=0
split_feature=3 3 4 2 3 4 2 2 4 2 0 2 2 1 2 4 1 2 1 3 0 4 4 1 1 0 2 4 1 1
split_gain=0.00659182 0.0240561 0.0457815 0.0566127 0.0203761 0.032558 0.0337929 0.0469786 0.0445055 0.0261911 0.0391391 0.0340176 0.0317944 0.03563 0.0243832 0.0209889 0.0409387 0.0300934 0.0221682 0.0198373 0.0194917 0.0464301 0.0458143 0.0265382 0.0340142 0.0284093 0.0266701 0.0183807 0.0239761 0.0174751
threshold=-0.10585499999999999 -0.072169999999999998 41.919251152600005 -0.076709999999999987 -0.23958499999999999 48.919835655300012 -0.036264999999999999 0.010100000000000003 40.259171735100004 -0.23361999999999997 85.807518149550006 -0.23455499999999999 -0.23557500000000001 73.365333921800001 -0.072569999999999982 47.833738492450003 62.046925192600007 -0.10518999999999999 70.96454081135002 -0.25095999999999996 86.135510041400025 41.134354310300004 43.162556114600001 63.565904036300005 68.214248143850014 93.063666643600016 1.0000000180025095e-35 48.852845034800005 72.496961945650014 81.320481529800006
decision_type=2 2 2 2 2 2 2 2 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 6 14 -8 -9 11 19 12 13 -1 15 16 -6 18 -18 -11 -12 23 -23 -22 -25 -26 -27 -3 -29 -30
right_child=1 27 -4 -5 5 -7 7 8 -10 10 20 -13 -14 -15 -16 -17 17 -19 -20 -21 21 22 -24 24 25 26 -28 28 29 -31
leaf_value=-0.10108869055943355 0.043475969743966572 -0.00056778827913681734 -0.10122378169890699 -0.0445078116682949 -0.052142707959113438 -0.043086485057303191 -0.084431740269315436 0.082960764750132254 -0.02126548330009741 0.024057934239540359 -0.056746552468334592 -0.10130710236809755 0.093367452477626442 0.050982459185699047 0.090779216704904825 0.078594221314066959 0.063223259369773063 0.079859815934122544 -0.024813019427109145 0.10021912353169858 0.065108515483548277 -0.1021402255645647 0.0068352731830809369 -0.080571793760268615 0.095922073421409293 0.044637638235295513 -0.059535841374621978 0.067446005994520039 -0.10048918087055472 0.014382317466846931
leaf_weight=0.03869695126267203 0.12137001964154237 12.102390323239533 0.066283723998083133 0.18400577101111437 0.064437365584808504 0.078120911065070686 0.057329236222357194 0.06800119301851737 0.10306252222562762 0.13042922600950391 0.077606890350580215 0.059552474636660691 0.024482202721173962 0.025599587466672347 0.081251168623566628 0.071578951728952234 0.04396705989331906 0.098004118331118661 0.081850191252442528 0.046353083183930721 0.095218672882765532 0.075021136369002761 0.079417191508923679 0.040712179208640009 0.038847064948640764 0.051516927155034864 0.046994502967919516 0.09220102863582802 0.015393187421921084 0.094821016362050869
leaf_count=66 34 1972 77 32 33 35 18 19 47 69 9 22 9 33 5 8 18 13 42 4 8 18 40 9 4 32 37 36 60 91
internal_value=-6.63105e-05 -0.000825042 -0.0258906 -0.00953912 0.00602857 0.0180048 0.0251335 -0.00608885 0.0201665 -0.00475293 0.00352855 -0.0428362 -0.00361408 -0.0405418 0.0413002 0.0301278 0.0180929 0.0383135 0.00595141 0.0440277 -0.0106394 -0.00227368 -0.0461015 0.0224938 -0.000293286 0.0235008 -0.00505792 -6.79496e-05 0.0298174 -0.00166134
internal_weight=14.2545 12.6765 0.37166 0.305376 1.57805 0.747603 0.669482 0.228393 0.171064 0.830448 0.682117 0.148331 0.0887787 0.0642965 0.441089 0.359838 0.288259 0.223821 0.125817 0.176782 0.505335 0.427728 0.154438 0.273289 0.178071 0.137358 0.0985114 12.3048 0.202415 0.110214
internal_count=2900 2302 143 66 598 238 203 84 66 360 230 130 108 99 119 114 106 73 60 73 157 148 58 90 82 73 69 2159 187 151
is_linear=0
shrinkage=0.1


Tree=472
num_leaves=31
num_cat=0
split_feature=1 4 1 2 3 0 1 4 4 2 1 3 4 2 2 3 2 2 2 3 3 3 4 3 4 4 0 3 3 0
split_gain=0.00695205 0.0264052 0.013631 0.0122483 0.0102244 0.0320582 0.0898481 0.0716983 0.0427848 0.0390082 0.0343445 0.0202559 0.00995758 0.00959315 0.02539 0.0227559 0.0344719 0.0187993 0.0370588 0.0515871 0.0337973 0.0450947 0.0276453 0.0225639 0.0220753 0.0187392 0.0177504 0.0161721 0.0145181 0.0470287
threshold=88.436830201100022 45.027406014450008 90.988176966900014 0.68694500000000025 0.11614000000000002 87.393708446500014 65.461267018300006 40.036761086100007 41.134354310300004 -0.091399999999999995 68.961639504150014 0.11308000000000003 48.988717865950008 0.15675000000000003 0.20327000000000003 0.091545000000000029 0.27148500000000009 0.048530000000000011 -1.0000000180025095e-35 -0.04931 0.070195000000000021 0.092095000000000024 36.514114975300011 0.090640000000000012 42.467547400400008 37.572218886150004 93.063666643600016 0.082325000000000023 0.090225000000000014 97.483491810050012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 11 7 -7 -6 10 -9 -8 13 -4 17 -15 16 26 18 28 -20 22 24 -19 -21 -22 -17 -16 -26 -1 -30
right_child=1 2 12 -5 5 6 8 9 -10 -11 -12 -13 -14 14 15 25 -18 20 19 23 21 -23 -24 -25 27 -27 -28 -29 29 -31
leaf_value=-0.0020288486351444875 -0.10037026942937946 0.033044695525629456 -0.00064383398236596517 0.0337938487756516 0.033195800138455848 0.095104711497873529 -0.0034353839534923929 -0.016444490347979731 0.029698103940417137 -0.088621292658790166 -0.081711643387332389 0.036314127102664372 -0.10035597827121559 -0.040002986929451916 0.025934489602873357 -0.0072443029916880956 -0.068078909814993968 0.012561188766173454 0.037521854289119742 -0.10237197961711311 0.084244915472939594 -0.012712151328479965 -0.1007352228287529 -0.030725649804959072 0.069105438368040381 0.054925426296690498 -0.031036539623002232 -0.016679546717755161 0.0092238978638500661 -0.020506555393837386
leaf_weight=6.8745498922604344 0.03301453715570879 0.060012990882285067 0.024413202838857728 0.10742518759448749 0.12632806834881272 0.093944797990843654 0.1152566815726459 0.13501140096695963 0.13527285876443784 0.16812195255170082 0.10912213350017197 0.15691862417679736 0.016981615815774731 0.2132010708405695 0.14763508044597984 0.086111880274668096 0.089635515641116825 0.051654816246810564 0.064760591699140946 0.088731359641424201 0.14633339627366126 0.13175548670659509 0.036938457792622614 0.087110907815207028 0.039288310872507282 0.11095295260929561 0.086867464683678008 0.049870692571595043 3.9680978105262739 0.61444641324619542
leaf_count=1225 284 29 38 34 18 11 8 21 30 35 42 27 59 40 22 19 56 9 32 32 38 38 75 23 12 27 36 34 383 163
internal_value=-5.9884e-05 -0.0226933 0.00259533 0.000156886 -0.000102554 -0.0105162 0.00802352 -0.0300977 -0.014723 -0.0564747 -0.0415035 0.000602384 -0.0415493 0.000167572 -0.0109311 0.000960863 -0.0153315 0.000838236 6.18516e-05 -0.0387785 0.0207616 0.0341354 -0.0346771 -0.0668789 0.0603462 0.027759 0.00483054 0.021122 0.000877511 0.00523752
internal_weight=14.1698 0.134422 0.101408 14.0353 13.9279 0.883058 0.453596 0.429461 0.359652 0.303133 0.224379 13.0449 0.0413948 12.8879 0.734404 0.521203 0.324138 12.1535 11.6977 0.240603 0.455841 0.367248 0.0885933 0.175842 0.235492 0.197065 0.234503 0.089159 11.4571 4.58254
internal_count=2900 410 126 2490 2456 165 91 74 80 56 50 2291 97 2264 200 160 114 2064 1858 87 206 122 84 55 84 46 58 46 1771 546
is_linear=0
shrinkage=0.1


Tree=473
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 3 4 1 0 2 2 2 2 3 4 1 3 3 3 1 0 3 3 2 2 3 3 3 0 3
split_gain=0.00685184 0.0378659 0.0719647 0.0298652 0.061291 0.0344474 0.0195036 0.0185047 0.0310743 0.0223029 0.0164781 0.0154468 0.0240115 0.0170196 0.0148083 0.0288753 0.0220491 0.0191651 0.0175449 0.0171657 0.0405519 0.0249491 0.0240149 0.0233323 0.0377117 0.0471493 0.0205383 0.029601 0.0169489 0.0178387
threshold=75.403185184700007 97.013011637200023 97.835679825150024 72.953999827850012 74.986474174450009 -0.21013499999999999 41.261521012900012 75.551050381850018 98.031937268650012 -0.61225999999999992 -0.14823499999999998 -0.59967499999999996 -0.50001499999999999 0.10017000000000002 38.386256906100009 78.220689305400015 0.11614000000000002 0.10236000000000002 -0.22253999999999999 81.188747081400024 101.83879398140002 0.095845000000000027 0.095290000000000027 0.06041500000000001 -0.074434999999999987 0.087405000000000024 0.084065000000000015 -0.15148999999999999 105.98708487665002 0.075065000000000021
decision_type=2 2 2 2 2 2 2 2 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 10 6 -1 5 -5 -3 -4 -9 -10 -2 -11 13 -13 15 -14 17 18 -17 23 -21 22 28 24 25 26 27 -16 -22 -30
right_child=1 2 7 4 -6 -7 -8 8 9 11 -12 12 14 -15 19 16 -18 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=2.2020954102589516e-05 0.026465724943830128 0.022505575511026981 0.070995692477516983 0.022280479097401461 -0.00099320696848848359 -0.10114210447319288 0.066939098798560234 -0.069298166415810381 -0.10054951233618215 0.060840012786564458 -0.10096858121059982 -0.10088114538262756 -0.10149126011498635 0.0072851585027895044 0.069853366724343141 0.033483689202957849 -0.10092359521421168 0.085165011613769881 -0.10019548120930165 -0.067859624062169541 0.032500220732287213 -0.10059953875649814 0.10029547450000964 0.056189634223925179 -0.030531031818972779 0.047154408992860365 -0.057822062945465894 -0.030719316902155458 0.014254735718349724 -0.039674584489117891
leaf_weight=11.488506290415813 0.012957592872737678 0.18870551062354968 0.034355618729023152 0.027730316958013645 0.32115127281440436 0.12255222556994816 0.20731106223502138 0.068088892441664828 0.021880478537992798 0.042135187021131171 0.046778268524625743 0.039628154209542577 0.039490228622639206 0.02298348320838528 0.048397300706710666 0.024929986572090002 0.017067979227058799 0.030791735717020208 0.016196557771711029 0.095253953414498937 0.13024686362058446 0.021509513459989194 0.0274122059236106 0.11473523351742188 0.18897891228334607 0.29671785321988864 0.073539937380701303 0.074027908092261896 0.12537107864949348 0.12008608813813115
leaf_count=1638 34 26 8 14 45 77 18 10 31 19 51 74 37 12 11 38 20 19 134 34 62 42 3 24 36 38 7 37 94 207
internal_value=-5.9704e-05 0.00516634 0.00743165 -0.00099025 -0.0256586 -0.078368 0.0457661 -0.00163805 -0.00316012 -0.000294313 -0.0733262 0.00112139 -0.000547917 -0.0611755 0.00207951 -0.0303259 0.00125573 0.0255054 -0.0191622 0.00524248 -0.00889169 0.00433627 0.00993544 0.0144691 0.00744684 0.0220141 -0.0160519 0.00903921 0.00334257 -0.0121293
internal_weight=14.0895 2.12958 2.06984 11.9599 0.471434 0.150283 0.396017 1.67383 1.63947 1.57138 0.0597359 1.5495 1.50736 0.0626116 1.44475 0.128476 0.0889863 0.0719183 0.0411265 1.31628 0.51988 0.424626 0.403116 0.796397 0.681662 0.492683 0.195965 0.122425 0.375704 0.245457
internal_count=2900 1126 1041 1774 136 91 44 997 989 979 85 948 929 86 843 248 211 191 172 595 442 408 366 153 129 93 55 48 363 301
is_linear=0
shrinkage=0.1


Tree=474
num_leaves=31
num_cat=0
split_feature=2 1 1 0 2 0 4 0 2 0 0 0 0 1 4 1 0 3 2 1 0 0 1 0 1 0 1 1 0 1
split_gain=0.00721787 0.0359048 0.0366137 0.044387 0.0708866 0.108026 0.0935682 0.059928 0.0523925 0.0405339 0.0771999 0.0652077 0.0800742 0.0291832 0.0401811 0.0273584 0.0629431 0.0615502 0.0487397 0.0618802 0.0246421 0.0399334 0.0260531 0.0760745 0.0523692 0.0410082 0.0641436 0.0596088 0.035487 0.0549711
threshold=-0.065399999999999986 61.409760615700009 61.767325547050007 85.968825637350008 -0.054494999999999995 86.780739992750014 39.852039223600009 85.807518149550006 -0.040019999999999993 86.036037090600004 86.345209775600011 86.388225105700016 86.458125017100016 61.885617704800005 41.755948821900006 64.071334164850015 92.313586825200005 0.087530000000000011 0.049235000000000008 66.697957758300021 92.851278451300018 93.262612545250008 69.873026810350026 94.776214472700005 71.429644067900014 96.249489528150022 72.496961945650014 74.986474174450009 97.32487278035002 77.52437864960001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -7 8 -4 -6 -11 -12 -13 -10 -15 17 18 -14 -17 -20 -18 -22 -23 -24 -25 -26 -27 -28 -29 -30
right_child=1 2 3 4 9 6 -8 -9 13 10 11 12 15 14 -16 16 20 -19 19 -21 21 22 23 24 25 26 27 28 29 -31
leaf_value=-0.0016443338221303339 -0.046634711457855693 0.062627118747971153 0.048032590697540345 0.086696073861057862 0.066491400128502756 0.059373103960535023 -0.044057267646494674 -0.068700042099662531 0.016164286408163874 -0.055966475009051456 0.093897567024871328 -0.10531438427041757 0.075252138991630774 -0.094748383666107411 0.010060871006346889 -0.082745583942768056 0.049199111945559072 0.0029088013320501776 0.027163763043472788 -0.073503797323615769 -0.07291733887065803 0.0439932459110461 -0.064766613652029528 0.06779631773986966 -0.061164605687533014 0.10009910774603495 -0.10122382478416701 0.044037907834158896 -0.067825898126571665 0.010410017515969511
leaf_weight=9.4254077149399595 0.14020347614976802 0.10672414721921075 0.14337950810431721 0.26393922802526448 0.092363780364395409 0.15812969170997349 0.19572210597357298 0.18867646534363303 0.093682604898276511 0.2338041541661372 0.07815688801929388 0.068727456557099109 0.16327109010308083 0.095384822612942344 0.05933024278864707 0.14662933468889638 0.12897371140206804 0.42050003727490548 0.16251401538829668 0.097814646315967479 0.065156990741797816 0.16930145724700185 0.14980356641669335 0.14221534735952435 0.09067890976257309 0.071779379150939349 0.052811903338806587 0.20794753420341294 0.10988750976196116 0.49152669464159349
leaf_count=1848 119 7 15 16 4 23 20 30 8 37 4 6 24 23 38 21 15 40 23 48 12 26 41 21 21 12 25 19 34 320
internal_value=-6.08007e-05 0.00319161 0.00476187 0.00333961 0.00731127 0.0382786 0.00216381 -0.0223989 -0.000100675 0.00122598 -0.000749496 0.00383225 0.00126275 -0.027884 -0.0545561 0.00400528 -0.0013475 0.023142 -0.0366332 -0.0106606 0.00719958 0.00370735 0.00706723 0.00231911 0.0109318 0.00303919 0.00927283 0.00171118 0.00842782 -0.00388487
internal_weight=14.0144 4.58904 4.44883 4.34211 3.76166 0.617791 0.353852 0.580454 0.391777 3.14386 3.0515 2.8177 2.73954 0.248398 0.154715 2.67081 2.08704 0.583771 0.406958 0.260329 1.68008 1.55111 1.48595 1.31665 1.16685 1.02463 0.933953 0.862174 0.809362 0.601414
internal_count=2900 1052 933 926 812 59 43 114 84 753 749 712 708 69 61 702 638 64 92 71 546 531 519 493 452 431 410 398 373 354
is_linear=0
shrinkage=0.1


Tree=475
num_leaves=31
num_cat=0
split_feature=2 4 1 1 2 0 1 3 0 1 3 4 4 3 2 2 1 0 3 3 3 2 3 3 3 3 2 1 4 3
split_gain=0.00687879 0.0231882 0.0199909 0.0377199 0.0283098 0.0611644 0.0987822 0.0742864 0.0763126 0.0664263 0.0761531 0.0638723 0.0554913 0.0463885 0.0430353 0.0268082 0.0279019 0.0576201 0.0325795 0.103305 0.0902623 0.0630825 0.0682452 0.0468059 0.0394758 0.104667 0.107183 0.170174 0.0625198 0.0726449
threshold=-0.11808 35.131296350900008 57.960468834350003 57.129735272050006 -0.088099999999999998 89.738043936200015 68.961639504150014 0.082325000000000023 85.737618238150006 72.303392960300016 0.090720000000000023 42.487106141350004 41.395309858300003 0.08494500000000002 -0.085734999999999992 -0.084239999999999995 81.524804347700012 106.56510337475001 0.083415000000000031 0.086520000000000027 0.082975000000000021 -0.082509999999999986 0.084795000000000023 0.087605000000000016 0.089185000000000028 0.090720000000000023 -0.076709999999999987 62.046925192600007 42.178283198950005 0.12424000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 7 -7 -4 -9 10 13 -11 -10 -8 -6 -16 18 -18 20 21 -17 -20 -23 -21 -25 -26 27 -27 -28 -30
right_child=2 -3 4 -5 14 6 9 8 12 11 -12 -13 -14 -15 15 16 17 -19 19 23 -22 22 -24 24 25 26 28 -29 29 -31
leaf_value=-0.047240330343043271 -0.03337190828082922 0.005477537875418566 0.029927450774256834 0.082921167850383878 0.027495733046858092 0.055604327595964002 -0.016634785489992695 -0.086404568498150092 -0.052364747288131168 0.040016578621288573 0.0068137695373799078 -0.045728322046682382 -0.00030413703339491688 -0.10427446270117445 -0.028289659897407365 0.0058809902949360591 -0.10082125916745199 0.0081160411804758227 0.018136196901893518 0.033657981985460682 0.082852630615878706 -0.017108171419579751 -0.10320579905924228 -0.029800984084405121 0.048701317181412157 0.037799362535113679 0.0090879757533857131 -0.089926383766024548 -0.059475613957630402 0.056991706069897966
leaf_weight=0.085764045459156946 0.044531016524765543 3.0734269733717952 0.19819328386892676 0.074639438917529333 0.57578110735644195 0.29288433192414232 0.093944604101125151 0.23998043512074196 0.35624057799577713 0.32317119410245598 0.21934497353959159 0.11881533513080456 0.48143834507936845 0.16912431472883327 0.34043771776054388 1.8035252282708292 0.081974374616015505 0.11909173591240721 0.11600279714912176 0.42182221134385134 0.16640809497403086 0.16137716829251747 0.21434627452804733 0.43514258728910693 0.42524771808224704 0.1552125154703331 2.4259576983828945 0.31808874361136219 0.27367594423084529 0.06658426357580538
leaf_count=132 79 959 26 14 66 30 20 50 23 74 28 39 40 32 34 287 86 218 7 41 11 27 50 53 34 12 287 42 83 16
internal_value=-5.42535e-05 0.00404638 -0.0012635 0.0394654 -0.00172167 -0.0110398 0.00499562 -0.0263391 -0.0366872 -0.0110391 -0.0366978 0.0169665 -0.022444 -0.0729774 0.00114617 -0.000870014 0.000429275 -0.0362975 0.00148671 -0.00279479 0.0123831 -0.0463241 -0.066226 0.00193891 -0.00132453 0.00205668 -0.00406631 -0.0480405 0.0034577 -0.0366846
internal_weight=13.8722 3.15919 10.713 0.11917 10.5938 2.49314 1.21728 1.27585 1.07766 0.9244 0.482414 0.441987 0.837679 0.263069 8.10068 7.5249 7.18446 0.201066 6.98339 5.01346 1.96993 0.491726 0.375723 4.52173 4.09991 3.66477 3.23952 0.473301 2.76622 0.34026
internal_count=2900 1091 1809 93 1716 362 223 139 113 193 80 113 63 52 1354 1288 1254 304 950 652 298 84 77 568 527 474 440 54 386 99
is_linear=0
shrinkage=0.1


Tree=476
num_leaves=31
num_cat=0
split_feature=4 3 1 4 0 1 0 1 4 2 4 4 0 3 1 4 0 1 2 3 3 0 1 2 2 4 2 3 2 2
split_gain=0.00672799 0.0139501 0.0151068 0.00804056 0.0210756 0.0626847 0.0573509 0.0240636 0.0159148 0.0172669 0.0149295 0.0825477 0.0597202 0.0625651 0.0255069 0.0252459 0.0379627 0.0249024 0.0300902 0.0154031 0.0137465 0.0430265 0.0390701 0.0364298 0.0516865 0.081184 0.0450236 0.0293634 0.0510049 0.0644658
threshold=32.785955158400007 0.088500000000000023 72.187789260650007 35.461062230100005 89.528344202050008 65.727424373200009 92.031298721500022 72.026481772850005 33.384956903900012 -0.117115 37.020641110850008 36.921550069850007 93.577162146500015 0.090640000000000012 71.381251821550009 37.572218886150004 92.851278451300018 71.429644067900014 -0.59681499999999998 -0.064204999999999998 0.10500500000000003 86.345209775600011 61.966271448700006 -0.16717499999999999 -0.036264999999999999 41.134354310300004 -0.026349999999999998 0.10176000000000003 -0.053019999999999991 -0.075174999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 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 -9 -10 11 12 13 -5 -14 16 -12 -16 -19 -18 27 22 -22 -23 25 -25 -26 -17 29 -29
right_child=3 -3 -4 10 5 6 7 8 9 -11 15 -13 14 -15 17 20 19 18 -20 -21 21 23 -24 24 26 -27 -28 28 -30 -31
leaf_value=0.061528691801610053 -0.014160053439477061 -0.072203382943773917 -0.10037169684371179 -0.027474161698925321 0.1005313143523156 -0.085836730031932706 0.06926498140991634 0.048276562666317441 0.029348418750093433 -0.10092317883894186 0.080246601782773846 -0.10425647547656512 -0.083144609522510127 0.050072414620561612 0.095015835886067643 -0.00030896766525320826 0.042799761520716649 0.098419887484442914 -0.10058853745170726 -0.033015926125118403 -0.0090884963647339338 0.054382174230350494 -0.063047319292449111 -0.081883337561318409 0.056264459427618423 0.022580896336208266 -0.0050573169926469083 0.0068051931935327568 -0.010121265569257167 0.086903052746604537
leaf_weight=0.022122278538299123 0.17916673731701838 0.037510795067793368 0.007793831405741968 0.17672162791040857 0.087096324015874416 0.057138164876960218 0.080209846433717757 0.027538153672420407 0.016852764616920979 0.025675833483037813 0.098046453880669016 0.089579852060552412 0.10286791655585148 0.2529775763869111 0.01865738769993186 10.033736988269926 0.04289322445303867 0.010472327049967589 0.027678603664303303 0.071410821104237243 0.32580067334220142 0.12329341505055424 0.22816583586109118 0.17280841817873238 0.17568402584674914 0.13062901186640374 0.37594817086167431 0.21604300465205739 0.30493371365082644 0.1878522242186591
leaf_count=49 38 53 66 32 9 9 11 16 20 41 19 12 25 16 2 2009 16 4 65 37 34 36 64 39 11 22 71 33 27 14
internal_value=-7.23105e-05 -0.0315828 0.0193499 8.34575e-05 0.0128839 0.0293362 -0.000559541 0.0318646 -0.0109501 -0.0493006 -0.000377063 -0.0148183 -0.00122454 0.01818 -0.0534433 0.000408136 0.0345938 0.000339427 -0.0459613 -0.00456567 -0.000183262 -0.00904391 -0.0313129 0.00356517 -0.00376219 -0.0369118 0.0144725 0.00108063 0.0207509 0.0440588
internal_weight=13.7073 0.0674269 0.0299161 13.6399 0.473678 0.294511 0.207415 0.150277 0.0700668 0.0425286 13.1662 0.678955 0.589375 0.429699 0.159676 12.4872 0.21235 0.0568083 0.0381509 0.114304 12.2749 1.53233 0.553967 0.978363 0.85507 0.303437 0.551632 10.7426 0.708829 0.403895
internal_count=2900 168 115 2732 144 106 97 88 77 61 2588 156 144 48 96 2432 72 71 69 53 2360 277 98 179 143 61 82 2083 74 47
is_linear=0
shrinkage=0.1


Tree=477
num_leaves=31
num_cat=0
split_feature=2 4 2 2 3 2 0 0 4 2 1 1 3 2 0 2 1 3 4 4 3 4 3 2 0 1 4 4 1 1
split_gain=0.00613426 0.0279785 0.0101759 0.0241432 0.0383223 0.0278894 0.0331785 0.0280284 0.0348143 0.0256315 0.0575482 0.0175616 0.0173366 0.0378393 0.0303362 0.0698841 0.0369497 0.0506316 0.0572447 0.0468451 0.0358137 0.023275 0.0223214 0.0700601 0.0471737 0.0706636 0.0536115 0.0788392 0.0714709 0.0882799
threshold=-0.62958999999999998 40.580626202750004 -0.59309999999999985 -0.50001499999999999 0.098200000000000023 -0.58180999999999994 91.410264893400026 94.480484078350017 40.380906245900007 -0.26138499999999998 62.305017173150013 78.285212300550015 0.10500500000000003 0.20327000000000003 86.103248543850015 -0.091399999999999995 61.966271448700006 0.11048000000000002 41.134354310300004 42.541806567400009 0.25847000000000003 40.421032462050007 0.093295000000000031 -0.24103499999999997 97.483491810050012 78.677727187550019 39.685256516350002 37.962710038050005 62.55235532115001 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 -1 11 4 5 7 -7 -4 -9 10 -5 -2 22 14 15 -14 -16 21 20 -20 -19 -18 23 -11 26 -26 27 -24 29 -28
right_child=2 -3 3 9 -6 6 -8 8 -10 12 -12 -13 13 -15 16 -17 17 18 19 -21 -22 -23 24 -25 25 -27 28 -29 -30 -31
leaf_value=0.029047283257709767 0.0045335821966059385 -0.053628082784278032 0.087814606258755534 0.084315171106986581 -0.1029623544560847 -0.10188373407040568 0.0047156147242955037 0.060455578846111836 -0.10103312487222059 -0.079996200528600847 -0.020978867778821159 0.063914599386821938 0.015465145150407393 0.043003328624493659 0.050748926186692189 -0.073701691031343455 0.045488894165329946 -0.073444553813220612 0.037123135223405802 -0.047383908799260223 -0.0039535205822978127 -0.0066439585714538982 -0.00089022302732243781 -8.5000140450208124e-05 -0.10183453712743185 0.021126382195415655 -0.005257604690545572 0.064611530623077534 -0.043077654581518875 0.053946304382221588
leaf_weight=0.07037065003242915 0.19520086507372836 0.097849509796809286 0.044325001304969192 0.11123041052496763 0.056546634937362228 0.053037109613816358 0.064957840518858667 0.026875992850705188 0.026525385729513573 0.11112594977831491 0.097323995054760637 0.066864933304613405 0.14347609749211188 0.12451377799670904 0.10366971418261506 0.22690072164823538 0.16936733139395344 0.26763989710287373 0.176330116140889 0.10445358307620722 0.10259232143809127 0.17322758878226807 0.32864428205721319 8.6246365726700471 0.090513665264552234 0.096634734469067285 0.79286607939229703 0.41679546766204112 0.27578917408436598 0.36911317781778052
leaf_count=28 41 21 3 19 21 26 43 19 21 135 41 43 20 30 10 45 28 60 28 29 26 28 41 1799 28 77 68 37 57 28
internal_value=-6.53393e-05 -0.0190429 0.000172171 -0.000215828 -0.0296848 -0.0104768 -0.0431993 0.0290325 -0.0197586 0.000405816 0.0351787 0.0196844 -0.000165287 -0.00992407 -0.0144144 -0.0391604 -0.00606157 -0.011989 -0.0283646 0.0056859 -0.0541884 0.0191288 0.00123373 -0.00110154 0.00984017 -0.0383432 0.0139705 0.0357336 0.00268706 0.0135491
internal_weight=13.6094 0.16822 13.4412 13.1791 0.272268 0.215721 0.117995 0.0977264 0.0534014 12.9068 0.208554 0.262066 12.6983 1.59217 1.46766 0.370377 1.09728 0.993611 0.651016 0.280784 0.370232 0.342595 11.1061 8.73576 2.37036 0.187148 2.18321 0.74544 1.43777 1.16198
internal_count=2900 49 2851 2767 133 112 69 43 40 2634 60 84 2574 304 274 65 209 199 143 57 86 56 2270 1934 336 105 231 78 153 96
is_linear=0
shrinkage=0.1


Tree=478
num_leaves=31
num_cat=0
split_feature=0 0 3 3 0 3 3 3 0 1 3 4 1 1 3 3 3 4 0 0 0 0 2 3 2 1 4 0 2 3
split_gain=0.0067145 0.0327293 0.0264031 0.0455117 0.0452156 0.0397205 0.0262177 0.0506107 0.0772455 0.0567554 0.0514734 0.024931 0.126486 0.0967951 0.116812 0.0888346 0.0735984 0.0726267 0.095876 0.0700367 0.0651622 0.089177 0.0606836 0.0769167 0.0685274 0.0760744 0.0857523 0.0618038 0.0506102 0.0497547
threshold=87.568458224950021 87.735142629050017 0.12064000000000002 0.43162500000000009 85.775256651950016 0.11048000000000002 0.10500500000000003 0.10017000000000002 86.780739992750014 62.106071271500007 0.10236000000000002 41.468518788800004 62.009286778800011 61.987779113750001 0.093295000000000031 -0.093074999999999991 0.093480000000000021 41.986601436450009 86.232294534150014 86.420486603250012 85.872041144650012 85.694602908050015 -0.10282499999999999 0.085765000000000022 -0.089514999999999997 62.095317438950012 43.968221017800005 85.775256651950016 -0.083135000000000001 0.087530000000000011
decision_type=2 2 2 2 2 2 2 2 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 11 -10 -9 12 13 14 20 -14 17 18 -13 22 21 -1 23 -19 -24 26 27 28 -26 -30
right_child=1 -3 3 -5 -6 -7 -8 10 9 -11 -12 16 15 -15 -16 -17 -18 19 -20 -21 -22 -23 24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.023246902800974783 0.050556125550191094 0.0010719716350668621 -0.0088487607325701111 0.018007518343201235 -0.10065842275681625 0.041049335277240709 -0.031603868978128023 0.059977062804102234 -0.058045306346698536 -0.0012552005999037906 0.0020482045415606423 0.072945634988391364 0.028016996749286628 0.099396963448546594 0.058062304265726929 -0.064199965761217878 -0.052311203923366779 -0.0018414572555105009 -0.0051424375430293868 0.051484460539084592 -0.066290693400409315 0.10092172877950339 -0.1027407140846113 0.086933870487752585 -0.036718464040470293 -0.10185896421860041 0.074289807362335272 -0.062142099113290994 -0.010775895885280082 0.09883888372531234
leaf_weight=0.26592265315736596 0.1362134354783392 7.1322298266593824 0.10128205050477834 0.12698702898342162 0.11404595277144836 0.2173339149703678 0.29375095830164344 0.25819511925510585 0.42471394938183937 0.30048508184100342 0.37787898845272139 0.378698659446571 0.13339630931172053 0.11676401545992121 0.25525195710361004 0.48161379376511615 0.19177437939833897 0.45762190969071481 0.26885973452590406 0.23461994295848843 0.21795096862115315 0.073917796369642019 0.099989731126356229 0.12405380324344151 0.13432015278431164 0.087176875649191743 0.11888302113604254 0.20678462830346689 0.08013779558589218 0.085683986082528918
leaf_count=117 11 1936 23 10 32 31 37 28 30 28 29 44 30 7 24 66 26 126 13 16 24 4 26 14 20 29 20 25 61 13
internal_value=-6.53554e-05 0.00199932 -0.00247492 -0.0294734 -0.0574747 -0.000904699 -0.00251326 -0.000923327 -0.00447859 -0.0345144 0.0255627 0.000948681 -0.00901453 0.0142572 0.00202994 -0.044198 0.00718352 0.0121947 0.0405243 0.000935015 -0.0236111 0.00376069 -0.00756883 0.0170916 -0.0252131 -0.0143406 -0.00214907 -0.0200753 0.00890686 0.0458646
internal_weight=13.4965 7.26844 6.2281 0.342315 0.215328 5.88578 5.66845 5.3747 4.73862 0.725199 0.636074 4.01342 1.54482 0.929807 0.813043 0.61501 2.4686 2.27683 0.647558 1.62927 0.557791 0.33984 1.39465 0.581676 0.812976 0.712986 0.62581 0.506927 0.300142 0.165822
internal_count=2900 1947 953 65 55 888 857 820 763 58 57 705 272 176 169 96 433 407 57 350 145 121 334 140 194 168 139 119 94 74
is_linear=0
shrinkage=0.1


Tree=479
num_leaves=31
num_cat=0
split_feature=3 3 4 2 3 0 1 1 1 4 2 2 4 1 2 3 1 3 4 4 4 4 0 4 1 4 1 4 0 2
split_gain=0.00664187 0.0249464 0.0384205 0.0503696 0.0172096 0.035343 0.0306652 0.0343162 0.0251578 0.0236211 0.0266633 0.0399024 0.0389355 0.0237023 0.0302158 0.0188431 0.0299389 0.0278965 0.0202709 0.0215912 0.0188965 0.0167519 0.0431082 0.0179619 0.0410666 0.0180325 0.035159 0.029368 0.0285487 0.0224325
threshold=-0.10585499999999999 -0.072169999999999998 41.919251152600005 -0.076709999999999987 -0.23472499999999999 71.249517373150013 61.944763783650011 61.987779113750001 62.020040611300011 48.852845034800005 -0.036264999999999999 0.26462000000000008 38.703421923500009 61.998532946250002 -0.10518999999999999 -0.25276999999999999 65.036490633650018 -0.52484999999999993 43.162556114600001 40.878805547300004 44.215931556700006 48.008184682100008 91.625341543800019 45.154229826150008 69.64719632740001 43.411469133450005 71.666228383350017 43.673409002000007 108.95245419455001 -0.065399999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 -1 -7 -8 -9 10 13 12 -12 -6 -15 16 -10 -18 19 -17 -20 23 -23 25 -25 29 27 -27 -28 -3
right_child=1 21 -4 -5 9 6 7 8 15 -11 11 -13 -14 14 -16 18 17 -19 20 -21 -22 22 -24 24 -26 26 28 -29 -30 -31
leaf_value=-0.10124454505867626 0.040613243334177131 -0.0045864106329178457 -0.10115171657425837 -0.045807701265179551 -0.0046089061585733553 0.02949762371701492 -0.1023064581873579 0.051206347476324333 -0.10099590599923317 -0.035863130737871812 0.048701705107815657 0.057670960800934604 -0.069971570454374174 0.017462136901664101 0.083384762481940211 -0.022683927150689363 -0.058054947251028902 0.036978155624722488 0.070819400491796178 -0.10193144851848662 -0.041035885505316311 0.097240220899455776 0.0028390046745543434 -0.10097460039576212 0.0072184603659018066 0.059486431942820009 -0.066157430803041303 0.011153680928731664 0.048151102938960216 0.005337387999789828
leaf_weight=0.035278006351951774 0.11032052292794958 6.8983759403752121 0.058607478253357215 0.1735191504557595 0.086510906423768574 0.25566304268575379 0.03953898179497628 0.067538958042860031 0.023511957402519101 0.071112045814061275 0.038909350433638634 0.069581082023432828 0.095509177912731502 0.12153206087117496 0.16249019221163508 0.077657101629199587 0.038390326402335972 0.15807599370040748 0.028478145919507369 0.061691848633927293 0.032158023025658622 0.062630805002300671 0.21249419280979787 0.057862285266310987 0.089111798364744033 0.16595529897858874 0.085447728700724923 0.51848544294477961 0.029354889406086215 3.4007469623066058
leaf_count=65 34 1034 77 32 34 60 6 7 17 34 8 20 53 59 18 38 28 94 9 11 37 11 197 29 63 25 60 80 18 642
internal_value=-5.66303e-05 -0.000840793 -0.0274386 -0.0122183 0.00629912 -0.00333462 0.00107837 -0.0127076 -0.00544062 0.0185043 0.0252336 -0.00379985 -0.0356199 0.0412182 0.0551767 -0.0145506 0.00564601 0.0184083 -0.0367664 -0.057768 0.0114976 -5.01687e-05 0.024329 -0.000646621 -0.0353761 -0.000186703 0.014283 0.0228728 -0.0369289 -0.00130959
internal_weight=13.3265 11.8629 0.342447 0.28384 1.46363 0.817982 0.782704 0.527041 0.487502 0.645645 0.574533 0.204 0.134419 0.370533 0.284022 0.419963 0.219978 0.196466 0.199985 0.139349 0.0606362 11.5205 0.275125 11.2453 0.146974 11.0984 0.799243 0.684441 0.114803 10.2991
internal_count=2900 2302 143 66 598 372 307 247 241 226 192 81 61 111 77 234 139 122 95 49 46 2159 208 1951 92 1859 183 105 78 1676
is_linear=0
shrinkage=0.1


Tree=480
num_leaves=31
num_cat=0
split_feature=4 2 2 3 4 0 1 0 1 0 3 4 4 1 3 1 1 2 4 3 2 0 1 1 0 1 2 0 1 1
split_gain=0.00668257 0.0117172 0.0129093 0.0171487 0.00788501 0.0164434 0.0581194 0.0502905 0.0215651 0.0131403 0.0267807 0.012454 0.0758519 0.0527847 0.0536178 0.0318288 0.0235088 0.0258311 0.0206056 0.0338116 0.0148522 0.0115316 0.134265 0.153982 0.0601423 0.0436758 0.0783945 0.0573016 0.0415665 0.0376759
threshold=32.785955158400007 -0.10710499999999999 -0.092624999999999999 0.076825000000000018 35.461062230100005 89.528344202050008 65.727424373200009 92.031298721500022 69.563854125350005 97.835679825150024 0.11467000000000002 37.020641110850008 36.921550069850007 69.64719632740001 0.090640000000000012 71.381251821550009 71.429644067900014 -0.59681499999999998 37.572218886150004 0.093760000000000024 -0.02852 90.337570099350003 66.697957758300021 67.649671936450019 90.837623311600012 63.910026677050006 -0.087910000000000002 89.057864029250013 62.837331883000012 68.961639504150014
decision_type=2 2 2 2 2 2 2 2 2 2 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 -9 -10 -11 12 13 14 -6 -15 -17 -18 19 20 -13 25 24 -24 -23 28 27 -27 -20 -25
right_child=4 2 3 -5 11 6 7 8 9 10 -12 18 -14 15 -16 16 17 -19 21 -21 -22 22 23 29 -26 26 -28 -29 -30 -31
leaf_value=-0.10060143399586663 -0.01121200794173636 0.08693546677369314 0.037818363451597559 -0.10093240975384005 -0.023754112513772737 0.10048663694217086 -0.083276119337099996 0.10039312246721321 0.034445509161683083 -0.10043191707427231 0.073892422687077103 -0.037272905095911815 -0.10384405964521702 -0.10173005405868407 0.046333614769892666 0.094100756574118538 0.097377439534107865 -0.10052555032020116 -0.0022065389253780932 0.088533465681398429 0.030491021089729089 0.0865834682177066 -0.096299808898273942 0.038270738860223613 0.006884202606202163 0.026371527799910612 -0.090528256756353814 -0.052078808767491352 0.036438222661082459 -0.00028261531150175565
leaf_weight=0.018015020212758692 0.17053121054527531 0.011387787574868385 0.016896608566029148 0.01883943653934092 0.19595995429972335 0.079364366945810616 0.053817274601897225 0.033494899049401283 0.06972949461578537 0.024755827810364561 0.013683843380398741 0.055094736447614423 0.081847533006328632 0.071805580940122127 0.24639117624610662 0.017835849663242698 0.0089887775849319951 0.0247696400039632 6.2498961632018739 0.069484546219960919 0.078326026360172274 0.26540686113003165 0.16494664209199061 0.2708046612328866 0.1471935287809174 0.22567726607609018 0.15355163574285402 0.1584948430681834 0.29130397523840645 3.9615061311598931
leaf_count=86 38 14 29 39 35 9 9 3 14 62 9 42 12 22 15 2 5 65 791 18 12 31 45 40 35 55 67 16 30 1250
internal_value=-5.53407e-05 -0.0320061 -0.00578274 -0.0353287 0.000102512 0.0131815 0.0283168 -0.000983783 0.0302786 0.00856737 -0.0383755 -0.000354742 -0.0138653 -0.000848001 0.015285 -0.0586799 0.00123443 -0.0478304 0.000368846 0.0319677 0.0025086 -0.000170449 0.00360783 -0.00151004 0.0581511 -0.00273764 -0.0301336 -0.00599411 -0.000485544 0.00218422
internal_weight=13.2498 0.0651389 0.0471238 0.035736 13.1847 0.445377 0.274846 0.195481 0.141664 0.108169 0.0384397 12.7393 0.647599 0.565751 0.442351 0.1234 0.0515943 0.0337584 12.0917 0.202905 0.133421 11.8888 4.80986 4.39726 0.4126 7.07892 0.537724 0.384172 6.5412 4.23231
internal_count=2900 168 82 68 2732 144 106 97 88 85 71 2588 156 144 50 94 72 70 2432 72 54 2360 1401 1335 66 959 138 71 821 1290
is_linear=0
shrinkage=0.1


Tree=481
num_leaves=31
num_cat=0
split_feature=3 3 4 3 4 0 1 0 0 1 0 0 0 3 0 3 3 3 4 4 4 0 4 2 3 2 2 2 3 2
split_gain=0.0067268 0.0174292 0.0392172 0.0224524 0.012167 0.0205498 0.00939911 0.0206762 0.017079 0.0125673 0.0335498 0.0354396 0.034794 0.0249279 0.0215433 0.0323439 0.0408804 0.0161613 0.0201034 0.0405176 0.0270407 0.0451618 0.0576988 0.0291761 0.0228115 0.0182947 0.032387 0.011195 0.0318289 0.0664366
threshold=-0.54481999999999997 -0.25765499999999997 39.530201452500002 -0.25276999999999999 48.919835655300012 87.29692395375001 88.436830201100022 110.50907145210002 110.99299391555002 77.898074329750017 97.835679825150024 99.515966156650009 100.37896121655002 0.10575500000000003 99.378854792050006 0.095290000000000027 0.087725000000000011 -0.13743499999999997 42.622319549950006 44.710446918150005 42.027086531450003 104.06483731340002 40.982542372850013 0.066885000000000014 0.090865000000000015 -0.088944999999999996 -0.15895000000000001 -0.10965999999999999 0.077470000000000025 -0.23059499999999997
decision_type=2 2 2 2 2 2 2 2 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 9 -8 -9 14 -11 -12 -13 17 27 16 -16 -14 20 -20 21 22 23 24 -19 26 -21 28 29 -5
right_child=1 3 -4 6 -6 -7 7 8 -10 10 11 12 13 -15 15 -17 -18 18 19 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10064239728002965 0.013372328634588253 0.052872568290511006 -0.067343962937211496 0.0078606630297346283 0.05705904743755448 0.041972033778720497 -0.10040476445695368 0.074933368775943657 -0.028787650684070062 0.075929901892030749 -0.051879772412852333 0.052699512375634298 0.042343799088068235 -0.053170040304813648 -0.10154292482537471 -0.10098807178388927 0.023537867642015584 0.093314272628481562 -0.083115731257456693 0.047541875778589905 0.054010154805978094 -0.10083761717874409 -0.063271832100026779 -0.027246142860171563 0.015802544471951254 0.051861685198056701 -0.10073823493307504 -0.0020897294451819415 0.010358803195361711 -0.066548222645955266
leaf_weight=0.016673256630366562 0.12062947154584946 0.080575567286127803 0.12014792511170924 0.36577700920070022 0.055165820755064487 0.025642766570626918 0.02968484165839641 0.020944034515437693 0.065601172660944507 0.072578037946151919 0.09729843817905226 0.16891317054614774 0.11742461082485522 0.072400225214343195 0.035187559315262074 0.052520824011821787 0.10150698024858684 0.091220076096533487 0.07392081173020415 0.029098876787259087 0.12064240068320942 0.040072620942874337 0.073619702762812267 0.049205889521999779 0.065038976729738351 0.057229611653383472 0.029830441239653283 8.4281084646197879 2.2843792169158945 0.17857550915675036
leaf_count=38 78 24 90 167 5 17 93 13 271 40 19 23 35 37 54 35 22 18 39 15 23 103 20 30 36 11 47 1115 319 63
internal_value=-5.41084e-05 -0.000249723 -0.0269051 0.000251632 0.0261172 -0.0142206 -8.16783e-05 -0.0283885 -0.00368705 0.000179347 0.0101045 0.00570502 0.0113724 0.00285634 -0.000825213 -0.0342877 -0.00866011 0.00828428 0.00193477 -0.02524 0.0136796 -0.00156548 0.0126886 0.0399058 0.0610519 0.0115908 -0.0275186 -0.000262744 0.0051807 -0.0165493
internal_weight=13.1396 13.0421 0.240777 12.8014 0.0974818 0.042316 12.7208 0.11623 0.0865452 12.6045 1.15849 1.08592 0.988617 0.819704 11.4461 0.189215 0.136695 0.747304 0.629879 0.19008 0.4398 0.319157 0.279085 0.205465 0.156259 0.116159 0.0589293 11.2568 2.82873 0.544353
internal_count=2900 2840 168 2672 60 55 2648 377 284 2271 496 456 437 414 1775 111 76 377 342 112 230 207 104 84 54 73 62 1664 549 230
is_linear=0
shrinkage=0.1


Tree=482
num_leaves=31
num_cat=0
split_feature=2 1 3 3 3 1 3 0 1 3 3 2 2 3 3 0 4 2 1 4 3 3 1 4 2 1 3 1 2 0
split_gain=0.00650821 0.0320911 0.0338441 0.101536 0.0746065 0.0615639 0.0328987 0.0297912 0.0332821 0.0268398 0.0637591 0.0277201 0.134075 0.0478284 0.059146 0.122899 0.0435348 0.0527595 0.0424742 0.0494586 0.0422286 0.0743085 0.0786822 0.0388448 0.0354025 0.0262455 0.0391415 0.029491 0.0248036 0.0234362
threshold=-0.065399999999999986 61.409760615700009 0.083795000000000022 -0.038009999999999995 0.083905000000000021 75.28220456885002 -0.09182499999999999 101.23657936015002 81.524804347700012 0.084365000000000009 0.086520000000000027 -0.053019999999999991 -0.036264999999999999 0.087530000000000011 0.092425000000000021 95.762878606550018 41.028010303750008 -0.02852 64.071334164850015 39.420767558750008 0.09660500000000001 0.10461500000000003 62.106071271500007 39.852039223600009 0.049235000000000008 75.085947125300024 -0.15684499999999998 68.214248143850014 -0.024989999999999998 88.028184565250015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 -4 28 25 -7 -9 -6 -11 23 -13 -14 15 -15 17 -16 -19 -20 -18 -22 -23 -12 -17 27 -27 -3 -5 -24
right_child=1 2 4 5 9 7 -8 8 -10 10 11 12 13 14 16 24 20 18 19 -21 21 22 29 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.001588936890707331 -0.045757406684157523 -0.0046979331389639997 -0.10553828824109984 0.087559794150744913 0.07488065380273215 -0.10148940676750462 -0.040363242783195905 0.098799893654185622 -0.047044618724282526 -0.073716389727156842 0.060758683050649714 -0.078598491955749458 0.060283704035280397 -0.073504326277814863 0.097503417582914031 -0.030901859204951629 -0.07033921860905358 0.052380627883090142 0.018508906971731937 -0.064992765562083901 0.062908768583608388 -0.10003609013842847 -0.026864975796908996 0.0046713077872847855 0.060116997465446645 0.013047667848683796 -0.10335323505185375 0.049129165738091875 0.035187930173716291 0.044272313603941758
leaf_weight=8.8736935489160853 0.12978027252781732 0.2246498052163588 0.066974890823189859 0.27129460127048333 0.048669010857651407 0.030267493820169022 0.19509888302282263 0.028663489822065458 0.034456033959231025 0.11260100857521793 0.18211190483396045 0.20689878378527859 0.15075162045452728 0.26463479813611446 0.097388032216941478 0.062897823699372024 0.092304783314290262 0.22751918266294441 0.28516292019550932 0.094420282482131412 0.14326866356350365 0.094312151571784852 0.084753729248063792 0.38354925495400494 0.13329938349958681 0.072413535890774483 0.048062465809721289 0.18611029104704357 0.13564686382005609 0.10210491308092173
leaf_count=1848 119 40 7 26 11 16 38 8 54 66 23 41 26 55 7 29 26 27 71 24 19 25 9 38 37 71 27 32 46 34
internal_value=-5.5186e-05 0.00319298 0.0047576 0.0186338 -0.00124936 0.0532985 -0.00524462 -0.0199262 0.0191855 0.00127526 -4.27404e-05 0.00314134 -0.0022906 0.00632346 0.00148739 -0.0290386 0.0130063 0.0291767 0.0182161 -0.00226191 -0.00903909 0.00429213 -0.0255756 0.0227284 0.0309377 0.00765285 -0.0333891 0.0196905 0.0701025 0.0120065
internal_weight=13.0638 4.19007 4.06029 1.22666 2.83362 0.500328 0.726335 0.093387 0.0631195 2.76665 2.71798 2.60538 2.03972 1.83282 1.68207 0.460832 1.22123 0.70449 0.607102 0.379583 0.516744 0.424439 0.281171 0.565661 0.196197 0.531236 0.120476 0.41076 0.406941 0.186859
internal_count=2900 1052 933 358 575 150 208 78 62 568 557 491 430 389 363 121 242 129 122 95 113 87 68 61 66 170 98 72 72 43
is_linear=0
shrinkage=0.1


Tree=483
num_leaves=31
num_cat=0
split_feature=2 4 1 2 2 0 0 1 4 1 2 2 1 2 2 1 4 0 0 0 4 2 4 1 1 3 0 0 0 4
split_gain=0.00595331 0.0189343 0.0178836 0.0314661 0.0284519 0.0277819 0.0265666 0.0375054 0.019217 0.0588594 0.049962 0.086507 0.0383485 0.0399553 0.10475 0.0550183 0.0631454 0.0573256 0.0595206 0.128089 0.0421912 0.0406376 0.0817996 0.108512 0.0690544 0.0927835 0.0638081 0.0699285 0.0704512 0.06643
threshold=-0.11808 35.131296350900008 57.960468834350003 -0.013805 -0.11420499999999999 67.04476885710001 83.992808911450012 59.74022811670001 38.592454371550012 64.654729579150015 -0.101965 -0.10001 61.86411003975001 -0.103615 -0.098345000000000002 61.923256118600001 38.828362408050005 85.613949164150014 85.807518149550006 85.968825637350008 42.448133449100006 -0.065399999999999986 40.823855932350007 71.666228383350017 62.106071271500007 0.089185000000000028 86.866770652900016 89.057864029250013 89.219171517050015 41.621607100200002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -4 -5 7 -6 9 -8 -11 -12 -10 -14 -15 -16 -17 -18 20 -20 -19 22 23 -21 25 -24 -26 -28 -29 -30
right_child=2 -3 4 5 6 -7 8 -9 12 10 11 -13 13 14 15 16 17 18 19 21 -22 -23 24 -25 26 -27 27 28 29 -31
leaf_value=-0.045378190221480381 0.073983998732928921 0.0051280361084772956 -0.036495744627091299 0.10009784229041918 -0.10143549299096732 -0.10052377823037206 0.054229084039158451 0.010252314015658032 -0.039352627704704747 -0.054493948228464151 0.10151623827705947 0.00027818023512944217 0.038670484806526531 -0.069653641004257416 0.031585171416110065 -0.07457932904779184 -0.067855787384656627 0.043176495409529392 -0.08426098888312876 -0.091979498728067516 -0.0061962034589297397 0.0091858750034451379 -0.056955339708133816 0.010137316827085151 0.056173387229650817 0.011415050656876043 -0.045861031959687534 0.074952286993715478 0.039659524413155546 -0.012298442274182657
leaf_weight=0.076156159983672089 0.07696609123104281 2.929354795466856 0.22926874889656268 0.0097338141727022487 0.06228953826178063 0.023730118881005069 0.25111320056021136 0.05812068006132165 0.26923522017250423 0.14261446729267291 0.09156558365339118 1.079178169118691 0.24628720691554917 0.22373303358551755 0.50702842252940961 0.11964664491236288 0.12678604000564053 0.50298470174948295 0.18980501124838145 0.24662326939869217 0.26388487269332472 2.360334131008972 0.44200963187904596 0.1800141686136385 0.24703427887288842 0.36027097904297989 0.26036688312888134 0.15166562609374512 0.34522366780606695 0.85675120228953006
leaf_count=132 11 959 29 3 25 79 26 53 30 23 6 319 30 43 33 17 54 35 43 26 35 567 34 38 10 22 16 4 33 165
internal_value=-5.09187e-05 0.00384827 -0.00123177 0.0387861 -0.00168207 -0.042168 -0.000849302 -0.047525 -0.000255458 0.00987018 0.00138879 0.00819616 -0.00226076 -0.000952001 -0.00227355 -0.000168205 -0.002588 -0.00126969 4.79685e-05 -0.00350609 0.026187 -0.000693823 -0.00824065 -0.0488926 -0.00172861 -0.026253 0.00884367 0.00159955 0.0107284 0.0026246
internal_weight=12.9298 3.00551 9.92427 0.11043 9.81384 0.0334639 9.58457 0.12041 9.46416 1.56447 1.31336 1.17074 7.89968 7.63045 7.38416 7.16043 6.6534 6.53375 6.40697 5.6401 0.76687 5.45029 3.08996 0.426637 2.66332 0.802281 1.86104 1.61401 1.35364 1.20197
internal_count=2900 1091 1809 93 1716 82 1687 78 1609 374 348 325 1235 1205 1175 1132 1099 1082 1028 958 70 915 348 64 284 56 228 218 202 198
is_linear=0
shrinkage=0.1


Tree=484
num_leaves=31
num_cat=0
split_feature=4 3 3 2 0 2 3 3 1 1 0 1 0 3 2 4 4 4 2 4 4 2 4 4 2 0 1 2 2 4
split_gain=0.00741736 0.021133 0.0455787 0.0313356 0.0413953 0.0338613 0.042056 0.0561339 0.0307085 0.0232563 0.0193657 0.0380176 0.0545818 0.013889 0.0133111 0.0124063 0.0315366 0.0241039 0.0433439 0.0164267 0.0232483 0.0422722 0.017521 0.0478701 0.01312 0.0480397 0.134885 0.211124 0.0815629 0.0656875
threshold=43.411469133450005 0.082325000000000023 0.081550000000000025 -0.097799999999999984 96.249489528150022 -0.083330000000000001 0.083415000000000031 0.08708500000000001 80.677940036650014 82.204984254750016 86.001087134900004 68.321786469100019 97.32487278035002 0.091545000000000029 -0.23771499999999998 43.245737185650007 43.19689381845 43.104429861650011 -0.079824999999999993 43.022303514600004 42.898324343550009 -0.08756499999999999 42.871500973550006 42.773538294100007 -0.068524999999999989 86.103248543850015 62.245871094250013 -0.12350999999999999 -0.079074999999999993 41.261521012900012
decision_type=2 2 2 2 2 2 2 2 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 14 10 5 -5 -7 -8 -6 -10 -3 -12 -13 -11 -2 16 17 19 -19 20 22 -22 23 24 25 29 27 -27 -29 -1
right_child=1 3 -4 4 8 6 7 -9 9 13 11 12 -14 -15 -16 -17 -18 18 -20 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.01290180383183348 -0.051650387131466413 -0.053522968307072254 -0.10239458969312243 0.068838455051375522 -0.10099949762387204 0.08397205724432516 -0.10228770102702951 0.032876414883207902 0.093712877481860871 -0.10049690703941037 0.049766682910591775 -0.10121088551036267 0.043420707458058018 0.028352890085458424 0.0037636233904367773 -0.025988925164979894 0.05281457117997336 -0.10237419564777912 0.015912505852391724 0.026474532713717986 0.015444294641950337 -0.10142492878379979 0.037347989736579497 -0.06001067246478993 0.0043630534997523805 0.020456240406249857 0.0010755471565959023 -0.10291378626636752 -0.034012506864676169 0.02861103687377313
leaf_weight=0.63649391388643717 0.045920675415455747 0.073206583729188424 0.045287653231980585 0.25118150052730925 0.035964098088697938 0.05741821550327586 0.049726845294568278 0.080410694070522482 0.023336805577855557 0.016802827290814726 0.10215279568365077 0.05773995409708732 0.047606184315583278 0.016660583886022096 0.77391880156622483 0.19508490413619561 0.10964240944304116 0.063779216824705998 0.060234892353037917 0.21981753330618481 0.060627572948334318 0.063225280677486562 0.12005571367319667 0.13599755347243458 3.7914826173330329 0.38226445659529418 3.6205590208002794 0.38381381402723491 0.3110332904616373 0.95020977846161259
leaf_count=184 126 14 12 22 22 8 29 29 4 30 15 21 27 13 387 44 11 27 17 33 19 25 11 33 790 27 781 36 16 87
internal_value=-5.72598e-05 0.00614097 -0.0047349 0.0177255 0.0319999 0.0448324 0.0126826 -0.0187711 -0.0286926 0.0170898 -0.00930244 0.00629877 -0.0358515 -0.0363459 0.000659786 -0.000993516 -0.000546535 -0.00108828 -0.0449212 -0.000579092 -0.00114786 -0.0442159 -0.000631581 -0.00107809 -0.000282653 -0.0030855 -0.00816681 -0.0392337 -0.0720716 0.0119585
internal_weight=12.7817 1.67733 0.865127 0.812207 0.531502 0.438737 0.187556 0.130138 0.0927643 0.0568002 0.280706 0.207499 0.105346 0.0334634 0.819839 11.1043 10.9092 10.7996 0.124014 10.6756 10.4558 0.123853 10.3319 10.2119 10.0759 6.28437 4.69767 1.07711 0.694847 1.5867
internal_count=2900 759 525 234 157 88 66 58 69 47 77 63 48 43 513 2141 2097 2086 44 2042 2009 44 1965 1954 1921 1131 860 79 52 271
is_linear=0
shrinkage=0.1


Tree=485
num_leaves=31
num_cat=0
split_feature=1 1 1 1 2 4 1 1 3 1 0 4 0 1 1 1 0 3 4 3 3 4 1 2 2 2 2 2 0 3
split_gain=0.00699978 0.0705977 0.0378203 0.0786489 0.0515326 0.128635 0.0529373 0.0462039 0.0565023 0.0337242 0.0445726 0.0453909 0.0594951 0.0352179 0.0579449 0.0368519 0.0550973 0.0468217 0.0281151 0.0273901 0.0634623 0.0240459 0.0638491 0.03922 0.0412138 0.0445052 0.0225254 0.0465334 0.0471928 0.0476234
threshold=69.873026810350026 70.085415002650009 66.318885161900013 66.697957758300021 -0.10282499999999999 40.12915366295001 68.214248143850014 65.630639880500027 0.10371000000000001 70.133807249000014 94.614906984850009 39.039757512550004 94.157869102700019 70.343506983200015 70.73871032835001 70.96454081135002 95.141844778450022 -0.059734999999999996 40.982542372850013 0.087530000000000011 -0.16319499999999998 36.514114975300011 65.111767461350013 -0.103615 -0.12350999999999999 -0.26820499999999997 -0.088099999999999998 -0.12835499999999997 86.232294534150014 0.082620000000000013
decision_type=2 2 2 2 2 2 2 2 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 21 -9 -3 11 -11 19 -12 -15 -16 17 -17 -8 20 -13 22 23 24 25 -1 27 -23 29 -29
right_child=1 9 3 4 5 -7 18 8 -10 10 13 12 -14 14 15 16 -18 -19 -20 -21 -22 26 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.072064793091440801 -0.061604349734426446 0.049810164358678917 0.062439171316569245 -0.023933379131080505 0.01455258939589797 -0.095530619961849195 0.07945170400453401 -0.076186332032993423 0.011018619313861186 -0.080622081777647167 0.06130168108154882 0.093734167202069341 -0.090335279302673113 -0.10094931458997095 0.04155937869058289 0.016131840624347166 0.0015946908099697136 -0.10250681773694831 0.017400835745550798 0.067327818511277379 -0.10264884250772587 0.0050674512907691507 0.095787207804613653 -0.061713691605820069 0.10037196544730807 -0.10079148579633646 0.0036267845110149557 0.040912776305064902 -0.046489895582854934 -0.01977612641603313
leaf_weight=0.027115144751689968 0.19903727901328228 0.12873300654570163 0.29827856691554167 0.13078949320924949 0.3590436898284679 0.150704569337762 0.16761968197533861 0.17576642143103516 0.12870441935956478 0.13893478865649944 0.095096995146832675 0.028582107486727182 0.060359118290222114 0.056361356211710123 0.2124808265407413 0.050973272381042989 2.7569895744132196 0.0957580818181899 0.12938415400549275 0.079543248612367279 0.038784597399196485 1.2891702986545044 0.095024859423574526 0.073564907000899349 0.049397856811992824 0.03305029727759301 4.3782256442863039 0.16563951391958542 0.48294736589014065 0.58938136737106106
leaf_count=8 24 12 34 34 44 38 16 37 7 48 8 14 40 25 24 19 1268 41 28 18 58 253 13 25 6 66 546 25 37 84
internal_value=-7.37453e-05 -0.00357116 0.00150647 0.0177139 0.00348458 -0.017993 0.0290767 -0.00116841 -0.0393235 -0.000484861 -0.00227647 -0.0363958 -0.00675044 0.00133843 -0.000458962 0.00135856 -0.00158315 -0.0612927 0.0524204 0.027591 -0.0193282 0.000448782 0.029276 -0.00523646 0.0326845 -0.0228892 -0.000712402 -0.00822997 -0.0220774 -0.00646195
internal_weight=12.6654 3.94163 8.72381 1.23582 0.937542 0.509748 0.427793 7.48799 0.304471 3.7426 3.61386 0.346204 0.207269 3.26766 3.17256 3.1162 2.90372 0.146731 0.297004 0.14691 0.0673667 7.18352 0.278153 0.183128 0.109563 0.0601654 6.90536 2.52714 1.23797 0.755021
internal_count=2900 1599 1301 194 160 82 78 1107 44 1575 1563 178 130 1385 1377 1352 1328 60 44 90 72 1063 118 105 80 74 945 399 146 109
is_linear=0
shrinkage=0.1


Tree=486
num_leaves=31
num_cat=0
split_feature=1 2 4 4 3 3 3 1 0 4 4 2 4 3 4 3 2 0 4 4 2 4 1 3 0 0 3 4 4 1
split_gain=0.00790271 0.0258605 0.00716777 0.0253198 0.0250005 0.0502669 0.0434391 0.0365186 0.0353182 0.0294182 0.037414 0.0231298 0.0274719 0.0176877 0.0645424 0.04035 0.0249697 0.0396774 0.0176114 0.0202732 0.0390196 0.0167401 0.0249437 0.0376576 0.0167841 0.0219139 0.0170509 0.0137594 0.0398489 0.0131539
threshold=55.583871847050013 0.11529000000000002 43.162556114600001 43.082598263550004 0.086945000000000022 0.096845000000000028 0.08594000000000003 68.321786469100019 97.32487278035002 43.368902217050007 43.411469133450005 -0.23771499999999998 43.673409002000007 0.083415000000000031 44.215931556700006 0.082325000000000023 -0.087910000000000002 96.693085119700015 43.022303514600004 42.898324343550009 -0.08756499999999999 48.988717865950008 55.788194664950005 -0.25095999999999996 71.144667506050013 85.57362229215002 0.079095000000000013 42.871500973550006 42.773538294100007 74.292851976800009
decision_type=2 2 2 2 2 2 2 2 2 2 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 18 6 7 9 -6 -9 -4 -11 29 -13 15 -15 16 21 -18 19 27 -21 -14 -23 -24 -25 -26 -27 28 -2 -12
right_child=2 -3 4 -5 5 -7 -8 8 -10 10 11 12 13 14 -16 -17 17 -19 -20 20 -22 22 23 24 25 26 -28 -29 -30 -31
leaf_value=-0.10066377092154898 -0.00022015698416422339 0.098797518609633775 0.054768328206808936 -0.047079141900783023 0.066949163687722857 -0.038982991154529467 -0.068054984835532947 -0.053980839638870487 0.040953219906447326 -0.083041032080044666 -0.10080013472632017 0.057945044909403526 0.018621891034520527 -0.10209668722250048 0.050444628284398163 0.051774618154599522 -0.080253534700591461 0.018097084255746777 0.029102331459300954 0.014160284754396455 -0.10129512097428804 0.082389354245485116 -0.10136397320988721 -0.10158596377562777 0.06493307971470795 -0.056100854978404328 0.039897194212523149 0.033288829222104237 -0.056095235707572216 -0.0034342079834988196
leaf_weight=0.024842626454060546 9.895559613756566 0.0088035312510328367 0.10329721121888624 0.11775124862548203 0.22844681237192777 0.098193864337019932 0.090572987727639886 0.062578386293353105 0.10484379391635912 0.052925803989637532 0.032622074336159712 0.093484999213913844 0.37894909691044565 0.064021999914587013 0.048941876333124412 0.15880105977385028 0.094987066269823561 0.072197055094306961 0.19787073962652435 0.059772398459056575 0.057365427474551534 0.02290866387920687 0.051326052683804635 0.014952663797885846 0.046632747616968118 0.051039769047292793 0.029023096253467884 0.11882629306609338 0.1293058419468015 0.024144745938357914
leaf_count=113 1880 2 25 39 37 48 25 24 39 5 75 24 99 18 32 22 36 61 16 18 23 6 18 2 8 111 27 11 32 24
internal_value=-7.56061e-05 -0.0484746 5.46552e-05 -0.000966865 0.00566747 0.0250618 -0.00102935 0.0409478 0.00546915 0.00350017 -0.000781187 0.0028958 0.00603224 0.00133776 -0.0360078 0.00591923 -0.00363684 -0.0377816 -0.000447701 -0.00101755 -0.0423812 0.00595993 -0.0162662 -0.0279779 -0.00138659 0.010439 -0.0213012 -0.000539885 -0.000940862 -0.0593873
internal_weight=12.535 0.0336462 12.5013 10.5765 1.92489 0.494063 1.43083 0.395869 0.167422 1.34026 1.23696 1.18403 1.12727 1.03378 0.112964 0.920817 0.762016 0.167184 10.4587 10.2608 0.117138 0.594832 0.215883 0.192974 0.141648 0.126696 0.0800629 10.1437 10.0249 0.0567668
internal_count=2900 115 2785 2019 766 148 618 100 63 593 568 563 464 440 50 390 368 97 1980 1964 41 271 172 166 148 146 138 1923 1912 99
is_linear=0
shrinkage=0.1


Tree=487
num_leaves=31
num_cat=0
split_feature=0 0 1 3 1 1 0 4 4 0 4 2 4 2 3 3 2 2 0 0 1 1 1 3 2 0 2 2 4 4
split_gain=0.00745107 0.0412806 0.0227281 0.0368548 0.0357613 0.0251328 0.0945085 0.0237985 0.0471603 0.042149 0.0229442 0.0298473 0.0275788 0.0207244 0.0626696 0.0201742 0.0183152 0.0693312 0.109158 0.0573949 0.0550569 0.0992354 0.0611717 0.04958 0.0445133 0.0388484 0.0536538 0.0377829 0.0398037 0.0585651
threshold=85.716110573100011 85.775256651950016 62.00390986255001 0.10332500000000001 64.071334164850015 61.960894532450006 85.656964494200011 42.508878681700004 42.773538294100007 85.328972602300013 41.24714903835001 -0.11911999999999999 35.131296350900008 -0.092289999999999997 -0.082159999999999997 -0.17732499999999998 -0.096499999999999989 -0.088329999999999992 97.483491810050012 85.839779647100016 62.00390986255001 62.057679025150001 62.084563606450011 0.087265000000000023 -0.092289999999999997 86.232294534150014 -0.101965 -0.103615 38.441102963850007 37.797539186950011
decision_type=2 2 2 2 2 2 2 2 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 9 -9 10 12 -12 -1 14 -14 -6 19 18 23 -3 -21 -22 -23 -18 -20 -24 27 28 29 -27
right_child=1 16 3 -5 15 -7 -8 8 -10 -11 11 -13 13 -15 -16 -17 17 -19 24 20 21 22 25 -25 -26 26 -28 -29 -30 -31
leaf_value=0.052980455308844723 0.035744879224124469 0.10072478706236559 -0.10125569897751921 0.023212731563378046 0.043052242602557571 0.030449428873581139 -0.10250265867254787 0.098047730934722951 0.0058238068559832712 -0.066912576392930287 -0.019306807930265402 0.07162204045154634 0.023351522247848453 -0.0018388590408974664 -0.1020381775708859 -0.059012568457033378 -0.097761937935761101 0.0001214640360445674 0.078142403926507245 -0.050671545709760152 0.098842944147199976 -0.10202211526328263 0.062322241862866029 -0.032419548083986643 -0.019431076764833376 -0.0085246728542568342 0.045912025336562606 -0.07173977071938302 0.0063539106487981445 -0.10371266623881954
leaf_weight=0.05884589632207482 0.3297118169721206 0.062602878548203011 0.094324842500277728 0.077379500791721512 0.037550191895917351 0.21164829029385135 0.095400819182941521 0.064463451460142096 0.3964956169656233 0.1114498531078425 0.061470272921724245 0.087464614859698031 0.070111076959619489 0.24397515601049269 0.092379017722578283 0.039991520808509762 0.19528480538792603 6.3518567279177374 0.096909472980947875 0.17403792860932332 0.11366000853013281 0.053794719220605081 0.115929318533745 0.28646185607067309 0.090340274359327566 0.31054914491560692 0.26730086313912282 0.07367014700172525 2.1118230138851919 0.081624979732907832
leaf_count=53 25 4 72 20 15 28 12 13 167 13 11 48 28 35 20 45 33 1190 26 26 7 6 13 46 23 185 51 15 642 28
internal_value=-7.67131e-05 0.000909592 -0.00614046 -0.0340953 -0.0598971 -0.00147579 -0.00674617 0.000952149 0.018721 -0.0103345 -6.89306e-05 0.0340927 -0.0110033 -0.0202665 -0.0479351 -0.00958687 -0.000196298 -0.00310354 -0.0337237 0.0058695 0.00407134 0.00711682 0.00365856 -0.0589073 0.0310672 0.00557861 0.00326637 -0.00115594 0.000920712 -0.0283366
internal_weight=12.4585 10.7156 1.74295 0.249246 0.171867 1.4937 1.28206 1.18665 0.460959 0.725696 0.614246 0.148935 0.465311 0.406465 0.16249 0.0775417 10.3858 7.02085 0.668996 3.36499 3.30239 3.12835 3.01469 0.481747 0.18725 2.9609 2.84497 2.57767 2.504 0.392174
internal_count=2900 2320 580 152 132 428 400 388 180 208 195 59 136 83 48 60 2295 1318 128 977 973 947 940 79 49 934 921 870 855 213
is_linear=0
shrinkage=0.1


Tree=488
num_leaves=31
num_cat=0
split_feature=2 3 2 2 3 2 2 0 4 2 1 2 1 3 3 2 1 0 1 4 4 3 2 0 3 0 3 3 2 3
split_gain=0.00681141 0.0152779 0.00829099 0.0232093 0.0324285 0.02342 0.0275197 0.024796 0.033819 0.0173165 0.0375712 0.0170804 0.0535432 0.0165901 0.0309421 0.0538955 0.0399489 0.057953 0.04414 0.0371358 0.0499692 0.0353874 0.0365445 0.0324586 0.0179456 0.0162066 0.0155494 0.0709007 0.0135954 0.0739402
threshold=-0.62958999999999998 0.097615000000000021 -0.59309999999999985 -0.50001499999999999 0.098200000000000023 -0.58180999999999994 -0.5422499999999999 94.480484078350017 40.305698932850007 -0.59681499999999998 78.285212300550015 -0.26138499999999998 62.305017173150013 0.10500500000000003 0.10661000000000002 0.20327000000000003 62.079186690200011 86.345209775600011 62.132955852800002 41.134354310300004 42.487106141350004 0.11048000000000002 -0.11911999999999999 98.327667663000014 0.10371000000000001 85.775256651950016 0.10236000000000002 0.10176000000000003 -0.24103499999999997 0.093295000000000031
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 4 5 7 -7 -4 -9 10 -2 12 -5 24 -15 16 17 25 -18 21 -21 -20 -23 -24 26 -16 27 28 29 -13
right_child=2 -3 3 11 -6 6 -8 8 -10 -11 -12 13 -14 14 15 -17 18 -19 19 20 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.058433512000508517 -0.02949628554747007 0.0054593794322333198 0.085181289773982954 0.081949867369368407 -0.10261617719496814 -0.10141245767379581 0.00068716228250934757 0.064354929584738874 -0.10091746609543698 0.062891319867362863 0.066651223679315405 -0.077021153614407298 -0.023761686181387433 -0.048318211861410665 0.011277304091431968 0.067616724097380454 -0.092228002124483621 0.073205441451940523 0.015847987241804029 0.056520166487166859 -0.032367699661403758 0.010460502097881899 -0.10077479849407556 -0.017907516299104264 0.026345595281071901 -0.032560807144240193 -0.021263048219075428 0.0805143490173027 0.00092521999585727871 0.088772949125793713
leaf_weight=0.063805956560501254 0.12175934739070726 0.090515239755404764 0.039178450591862202 0.097593296738290092 0.049842074731369479 0.046698777689604398 0.060732164430233548 0.023901331831613248 0.025687582195132563 0.064423463281299109 0.061005668462041918 0.097153737565116027 0.094124145882968246 0.18418490278226496 0.19046686093315646 0.095912628620040574 0.086041814776308456 0.11778190534096211 0.09903096856601401 0.13152542113675736 0.12182130200812935 0.067715573894257725 0.14505773050370185 0.070114789556775664 0.28041234177180818 0.15133775504000369 0.3123999030070771 0.11197035809164013 9.1970712372047263 0.037198777692651674
leaf_count=29 30 20 3 19 21 37 32 18 22 24 30 135 41 30 37 25 12 16 21 23 32 15 29 35 27 29 30 17 2055 6
internal_value=-8.07091e-05 -0.0209579 0.000183759 -0.000191685 -0.0305868 -0.0122885 -0.0436942 0.0257202 -0.0212579 0.0183113 0.00259707 0.000448104 0.0300505 -4.55208e-05 -0.0100016 -0.0044743 -0.0103296 0.0127126 -0.0250111 -0.015907 0.0137786 -0.0355991 -0.0536092 -0.0737722 0.00140381 -0.0081325 0.000686906 0.00141304 0.000463881 -0.031117
internal_weight=12.3365 0.154321 12.1821 11.935 0.24604 0.196198 0.107431 0.0887674 0.0495889 0.247188 0.182765 11.6889 0.191717 11.4972 1.46099 1.27681 1.18089 0.459587 0.721308 0.635266 0.253347 0.381919 0.282888 0.215173 10.0362 0.341805 9.75579 9.44339 9.33142 0.134353
internal_count=2900 49 2851 2767 133 112 69 43 40 84 60 2634 60 2574 304 274 249 82 167 155 55 100 79 64 2270 66 2243 2213 2196 141
is_linear=0
shrinkage=0.1


Tree=489
num_leaves=31
num_cat=0
split_feature=0 0 1 2 1 0 4 3 2 0 4 1 1 2 0 2 2 0 0 4 4 1 1 1 2 0 0 2 2 4
split_gain=0.00720953 0.0336607 0.0187006 0.033782 0.0270349 0.0373449 0.022185 0.0225281 0.0199193 0.0274657 0.0159322 0.0559031 0.0531058 0.0642755 0.0629787 0.0157789 0.0583075 0.0922601 0.0524883 0.0497718 0.0650464 0.0453291 0.0864713 0.0536598 0.0387562 0.036072 0.0329029 0.0441336 0.0324257 0.0316536
threshold=85.716110573100011 85.775256651950016 61.993156030000002 -0.01762 61.971648364950006 85.447264760050004 44.758188263300006 0.10332500000000001 0.19122000000000003 85.199926612050021 38.115457128050004 59.74022811670001 58.549241164900003 -0.23557500000000001 76.591483678350016 -0.096499999999999989 -0.088329999999999992 97.483491810050012 85.839779647100016 39.788107623550012 42.929886289700008 62.00390986255001 62.057679025150001 62.084563606450011 -0.092289999999999997 85.968825637350008 86.232294534150014 -0.101965 -0.103615 38.441102963850007
decision_type=2 2 2 2 2 2 2 2 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 6 5 8 7 -4 9 10 11 -1 13 -12 -15 18 17 19 -3 -17 -21 -20 -23 -24 -19 -18 -25 28 29 -28
right_child=1 15 3 -5 -6 -7 -8 -9 -10 -11 12 -13 -14 14 -16 16 25 24 21 20 -22 22 23 26 -26 -27 27 -29 -30 -31
leaf_value=-0.041923438321864952 0.032603543991618848 0.1006540249403098 -0.086177891694458372 0.044017661440001271 0.045375101816935062 -0.037737962579370649 0.024980920978726354 -0.0072678468193290617 -0.047161778050007763 0.040185328548194399 -0.1012643519217028 0.074547572116994962 -0.051678121159714763 -0.0023295434481956485 0.089370820149331218 0.0032466363005327413 -0.02827674043583181 0.074815438297756096 -0.046461910913660087 -0.10331806044250409 -0.010971170042391343 0.098282178701019518 -0.10177330707306231 0.058488295798443904 -0.017638473212255177 0.0021217203266522119 -0.025483292767376861 0.042312726939811023 -0.067672208422923624 0.0059316230624948812
leaf_weight=0.071259724517082956 0.32444315913016808 0.057090602349487596 0.12296043361212128 0.04870472498750178 0.11248184165151531 0.28506091493312613 0.034340944919335925 0.051262403965210979 0.073093272284950217 0.19784385879756883 0.044533900867832821 0.097724000030680713 0.19762259419235306 0.23976843259474412 0.10891625911608571 0.1104280613653813 0.41801226752886833 0.091298997654311709 0.16917512642976396 0.23817702284941333 0.11220828218574752 0.099763732287101781 0.047528884839266872 0.11201672381139394 0.090073034674687413 5.9013543361166558 0.37919149768478888 0.26165344058138407 0.070547838797914042 2.0806653571409992
leaf_count=58 25 4 106 30 13 36 9 16 13 21 56 29 56 118 19 13 58 26 26 40 26 7 6 13 23 1132 213 51 15 642
internal_value=-7.71864e-05 0.00089191 -0.00615059 -0.0309688 -0.0016803 -0.00570278 -0.04848 -0.0629598 0.00315666 0.00699718 -0.00164438 0.0254322 -0.00938844 0.0118654 0.0263143 -0.000112918 -0.00280652 -0.0315154 0.00560817 -0.0552947 -0.0737447 0.00392329 0.00671676 0.00362187 0.0289009 0.000110929 0.00534679 0.00321477 -0.00082811 0.00108896
internal_weight=12.2492 10.5636 1.68557 0.257269 1.4283 1.31582 0.208564 0.174223 1.03076 0.957669 0.759825 0.168984 0.590841 0.393219 0.348685 10.2392 6.96155 0.642185 3.27763 0.460813 0.350385 3.22054 3.05137 2.9516 0.181372 6.31937 2.90407 2.79206 2.5304 2.45986
internal_count=2900 2320 580 161 419 406 131 122 370 357 336 87 249 193 137 2295 1318 128 977 79 66 973 947 940 49 1190 934 921 870 855
is_linear=0
shrinkage=0.1


Tree=490
num_leaves=31
num_cat=0
split_feature=1 1 3 1 1 2 4 2 1 1 3 3 1 0 0 4 0 0 3 3 3 4 1 0 1 0 1 0 2 1
split_gain=0.00775544 0.0593524 0.0463985 0.0320312 0.0642461 0.0431186 0.111099 0.0483723 0.0539942 0.0349559 0.051519 0.0264317 0.0272112 0.0330133 0.0432297 0.0565279 0.0286326 0.0396634 0.0507325 0.0274182 0.056605 0.022275 0.0523944 0.0516244 0.0310426 0.0267512 0.0302005 0.0251817 0.0199358 0.0192899
threshold=69.873026810350026 70.085415002650009 0.25847000000000003 66.318885161900013 66.697957758300021 -0.10282499999999999 40.12915366295001 -0.12835499999999997 68.214248143850014 65.630639880500027 0.10371000000000001 0.21240500000000004 70.133807249000014 94.550383989750017 94.157869102700019 39.039757512550004 94.832672093450014 95.141844778450022 0.083290000000000017 0.087530000000000011 -0.16319499999999998 36.921550069850007 65.555363052850012 90.259604813550013 65.004229136100022 88.576630023850015 61.767325547050007 89.528344202050008 -0.079824999999999993 59.74022811670001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 11 9 -5 7 -7 8 -6 21 -11 12 -3 14 15 -14 28 18 -18 20 -17 22 23 25 27 26 29 -23 -15 -1
right_child=1 2 -4 4 5 6 -8 -9 -10 10 -12 -13 13 16 -16 19 17 -19 -20 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.014823026827298278 -0.058179733620492113 0.045106523549573896 -0.1011407430966228 0.058354051105876471 -0.056086917869458325 0.013269137165448539 -0.093008499066675118 0.077018465279762013 0.036689249884536423 -0.07176174602760356 0.013704895500112311 0.069924561408288774 -0.069472126045615881 0.0025108667401730674 -0.10154573492962223 0.092444195359491721 0.024763187497872333 0.00049116146021497946 -0.10210900947654247 0.071678757763348519 -0.10241926597276783 -0.000988996345466139 0.085339321241208549 -0.10274828988929954 -0.047830772748079259 0.066931574660991186 -0.080467537028129477 0.032359461224152154 0.059645918347898744 0.080309390555614965
leaf_weight=0.050873358742008601 0.19074632495903721 0.12491932911569925 0.045635808833282332 0.28383902576751985 0.097324288428467298 0.35498031390261531 0.13606389202411151 0.13409828115254641 0.17647704233399963 0.16411067658555101 0.12368730176240206 0.053756600624249695 0.10055387931274173 0.11288988415435597 0.071956033307337464 0.025959899034205591 0.0501094451677776 2.7071836087191268 0.084947499843792684 0.07199617598939767 0.035012690416845516 6.138090435351657 0.10227410565130413 0.040681253653019667 0.13722244088995683 0.077421777619747445 0.039316130817618422 0.23510293677099969 0.13304203034874751 0.036683683882188234
leaf_count=49 24 12 37 34 32 44 38 11 35 37 7 15 26 25 49 14 24 1254 27 17 58 866 5 3 34 13 42 37 17 14
internal_value=-7.49158e-05 -0.00381289 -0.00094656 0.00163455 0.0168776 0.00378157 -0.0161794 0.0278113 0.00371142 -0.000888625 -0.0350306 0.000333402 -0.000729809 -0.00241703 -0.0337767 -0.0128948 0.000685031 -0.00214738 -0.0550363 0.0298902 -0.0194535 0.000544224 0.0252219 0.000123715 -0.000772024 0.0206086 -0.00765903 0.000241206 0.0334193 0.0250345
internal_weight=12.137 3.80871 3.61796 8.32825 1.18278 0.898944 0.491044 0.4079 0.273801 7.14546 0.287798 3.57233 3.51857 3.39365 0.305479 0.233523 3.08817 2.84224 0.135057 0.132969 0.0609726 6.85767 0.34725 0.244976 6.51042 0.204295 0.126873 6.37319 0.245932 0.087557
internal_count=2900 1599 1575 1301 194 160 82 78 67 1107 44 1538 1523 1511 164 115 1347 1305 51 89 72 1063 126 121 937 118 105 903 42 63
is_linear=0
shrinkage=0.1


Tree=491
num_leaves=31
num_cat=0
split_feature=3 2 2 3 0 0 3 3 2 2 0 1 4 4 0 4 2 3 3 2 3 4 4 1 0 4 2 4 1 1
split_gain=0.00728649 0.0376825 0.0561982 0.023398 0.021103 0.0401185 0.0134559 0.0808038 0.00829026 0.0222569 0.0202472 0.0424025 0.0245933 0.026332 0.020465 0.0403741 0.0129579 0.0291163 0.0386847 0.0282674 0.0342068 0.028225 0.0223264 0.0163174 0.021609 0.0157295 0.015018 0.0325606 0.0351145 0.0618444
threshold=0.11614000000000002 -0.033594999999999993 -0.088099999999999998 0.11308000000000003 86.692020874450009 92.464140480550014 0.23821500000000004 0.12424000000000003 0.15675000000000003 0.20327000000000003 89.99344745865001 68.214248143850014 37.064694648750013 34.176526048000007 101.23657936015002 41.169697216150006 0.048530000000000011 0.070195000000000021 0.088990000000000027 -0.0039949999999999994 -0.04931 41.028010303750008 36.514114975300011 66.697957758300021 97.32487278035002 42.622319549950006 -0.062629999999999991 41.872669623500009 62.084563606450011 62.154463517850012
decision_type=2 2 2 2 2 2 2 2 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 6 8 -3 -6 7 -2 16 -10 -11 -12 13 -13 -14 -16 19 22 25 26 -21 -22 -18 -20 -25 -19 -1 -28 -29 -30
right_child=1 4 -4 -5 5 -7 -8 -9 9 10 11 12 14 -15 15 -17 17 18 23 20 21 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=-0.00093598405568970995 0.050116031011853635 -0.0223552897340057 -0.071176678858954942 0.041792740116970609 0.10033107915417941 -0.0054360487456381413 0.014598185626313643 -0.095564903570490675 -0.040309286047040406 0.03544428963737159 -0.073039423772481724 0.032203035342576201 0.041823621401198975 -0.10173303821087572 -0.10074269877161808 0.031091597825474101 0.010335301756639489 0.089336390059097645 0.024114360047675171 0.03752518500461921 -0.016091893339253149 -0.085312732911026562 -0.10066147062846836 -0.101449208031727 0.018819062266464952 0.025606513075340839 0.015744483332371679 -0.077325493873749859 0.052832880256152362 -0.035046202862926708
leaf_weight=7.8306722702960929 0.0745478867104854 0.061172460971419595 0.16978366985213356 0.13592775446659366 0.072197146306280047 0.071259861470861718 0.2139377761698138 0.077817454620138893 0.1842502764825934 0.12379384141866012 0.086159542534545608 0.023749979903813889 0.15891468985603296 0.038431470443242688 0.035992932151597046 0.065509992512713389 0.042329819516752132 0.10298329788273008 0.076123867906943588 0.059521557677129522 0.1309323147441902 0.10708191651476007 0.031687229457531885 0.032171818598726531 0.027890828016419678 0.062071078351682019 1.511392490024505 0.075901266007519896 0.12802644829207566 0.21383593121481681
leaf_count=1750 20 20 43 30 14 31 37 24 43 31 30 39 37 18 36 29 12 41 18 36 29 67 83 8 39 51 180 38 8 58
internal_value=-7.64868e-05 -0.0096844 -0.0236195 0.00055413 0.0268227 0.047793 -0.00157648 -0.0242875 5.13714e-05 -0.0103515 1.31173e-05 -0.0107173 0.00592762 -0.0505766 0.0194195 -0.0156568 0.000766133 0.0190113 0.0328187 8.53735e-05 -0.0302782 -0.0472341 -0.0371832 -0.00663243 -0.0456012 0.0653699 0.00101103 0.00891419 -0.0157966 -0.00213575
internal_weight=12.0261 0.740716 0.536087 11.2854 0.204629 0.143457 0.366303 0.152365 11.1494 0.716803 0.532552 0.408759 0.322599 0.0621815 0.260418 0.101503 10.4326 0.375258 0.301241 10.0574 0.297536 0.238014 0.074017 0.136187 0.0600626 0.165054 9.75983 1.92916 0.417764 0.341862
internal_count=2900 189 124 2711 65 45 81 44 2681 263 220 189 159 57 102 65 2418 252 157 2166 132 96 95 65 47 92 2034 284 104 66
is_linear=0
shrinkage=0.1


Tree=492
num_leaves=31
num_cat=0
split_feature=1 1 1 1 0 0 1 1 3 1 0 2 1 4 1 1 1 0 3 4 1 3 0 0 1 2 2 2 1 3
split_gain=0.00689976 0.0497912 0.0274463 0.0518527 0.0382799 0.0459242 0.0680693 0.0279781 0.0448526 0.0225317 0.0312756 0.037123 0.079471 0.0608184 0.0279353 0.0503854 0.0331788 0.041914 0.0399187 0.0194452 0.0455771 0.0297301 0.0311102 0.0277555 0.0260238 0.0253355 0.0300447 0.0266139 0.0222237 0.104078
threshold=69.873026810350026 70.085415002650009 66.318885161900013 66.697957758300021 93.262612545250008 90.662873533100012 67.649671936450019 65.630639880500027 0.10371000000000001 70.133807249000014 94.614906984850009 -0.060760000000000002 70.182199495350019 42.34047585750001 70.343506983200015 70.73871032835001 70.96454081135002 95.141844778450022 -0.059734999999999996 36.921550069850007 65.555363052850012 0.10273500000000002 90.259604813550013 88.576630023850015 65.004229136100022 -0.103615 -0.11420499999999999 -0.26820499999999997 62.55235532115001 0.085765000000000022
decision_type=2 2 2 2 2 2 2 2 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 -5 -7 19 -9 -3 11 13 -13 -11 -12 -16 -17 18 -18 20 21 22 23 25 28 26 27 -1 -21 -30
right_child=1 9 3 4 -6 6 -8 8 -10 10 14 12 -14 -15 15 16 17 -19 -20 24 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.052182761261280422 -0.054324300188712642 0.041117415673425334 0.053932582000660916 0.042945421069932065 0.032189653369843418 -0.089932898817483856 -0.002053205893680638 -0.067519591091808454 0.013999303409205461 -0.08774483579908976 0.05628696441733997 0.089118326493490954 -0.1007917138382195 0.042309129498089126 -0.10087111841359178 0.04050103747420921 0.01216537756539127 0.00041114618148415559 -0.10182823092346099 -0.0019919736226204454 0.082535924817451325 0.058246248653755606 -0.1025053327502594 0.084927650603066118 -0.044290676891410218 -0.10120215823768269 0.10030360784958246 -0.10063125092798944 0.070465374585644364 -0.0087763153336306299
leaf_weight=0.019369871995991161 0.18425901362570618 0.12257761019481028 0.27325217414181657 0.12031741705868626 0.30865740028480104 0.12280147844424505 0.31227230530839734 0.15519271100492904 0.11944109154865146 0.1556107998590015 0.087025473759240746 0.059086040942930018 0.035139657291786364 0.046763030734101818 0.049861884496295139 0.19380353538235828 0.050037621957471856 2.6729219396299326 0.07957015587538796 5.5661129828129248 0.095200462033972144 0.064272161806002259 0.037136545870453119 0.030396780639421195 0.13420087298010219 0.029946141435744589 0.023716209456324577 0.027687384332693021 0.24179820675180952 0.52700152430452363
leaf_count=5 24 12 34 21 57 41 41 37 7 56 8 7 62 53 25 24 19 1268 41 794 5 13 3 8 34 20 3 69 52 57
internal_value=-7.69534e-05 -0.00363912 0.00154455 0.0159631 0.00395534 -0.0117358 -0.0268576 -0.000774367 -0.0320662 -0.00101013 -0.00251572 -0.0335526 0.018295 -0.0576929 0.000422319 -0.00117365 0.000485408 -0.0022818 -0.0578188 0.000490013 0.024254 0.000392259 -0.0217078 0.00117675 -0.000713873 -0.0240989 0.00852549 -0.0377294 0.000209272 0.0161463
internal_weight=11.9454 3.73666 8.20877 1.1373 0.864049 0.555391 0.435074 7.07147 0.274634 3.5524 3.42982 0.2966 0.0942257 0.202374 3.13322 3.0462 2.99633 2.80253 0.129608 6.79684 0.327726 0.232525 0.168253 0.131116 6.46911 0.10072 0.0707735 0.0470573 6.33491 0.7688
internal_count=2900 1599 1301 194 160 103 82 1107 44 1575 1563 178 69 109 1385 1377 1352 1328 60 1063 126 121 108 105 937 97 77 74 903 109
is_linear=0
shrinkage=0.1


Tree=493
num_leaves=31
num_cat=0
split_feature=3 2 2 3 0 0 4 2 2 3 3 2 3 4 4 3 2 2 4 2 3 3 4 3 1 3 3 3 0 0
split_gain=0.00669571 0.032755 0.0470161 0.020157 0.0182533 0.0372915 0.0134757 0.0693076 0.0072612 0.0366073 0.0389 0.0226659 0.04171 0.0304803 0.0305838 0.0265595 0.0304437 0.0421814 0.0320863 0.0216314 0.0197482 0.0169625 0.0607944 0.0435677 0.0755364 0.0150619 0.0132558 0.0616725 0.012188 0.0713115
threshold=0.11614000000000002 -0.033594999999999993 -0.088099999999999998 0.11308000000000003 86.692020874450009 92.464140480550014 41.134354310300004 -0.23771499999999998 -0.25167499999999993 0.10500500000000003 0.10045500000000003 -0.58180999999999994 0.096085000000000018 40.08085804200001 38.828362408050005 0.09660500000000001 -0.5422499999999999 -0.26138499999999998 39.091773401050006 -0.245055 0.092425000000000021 0.10500500000000003 41.621607100200002 0.10661000000000002 66.697957758300021 0.10371000000000001 0.10236000000000002 0.10176000000000003 87.568458224950021 86.780739992750014
decision_type=2 2 2 2 2 2 2 2 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 6 8 -3 -6 7 -2 9 10 11 12 13 14 -1 16 -13 18 -18 -10 -15 25 23 -23 -25 26 27 28 29 -21
right_child=1 4 -4 -5 5 -7 -8 -9 19 -11 -12 15 -14 20 -16 -17 17 -19 -20 21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.047751068294736319 0.053057932479633044 -0.020259584352151729 -0.067227788333465127 0.039305377411870866 0.10030178429513439 -0.0042683943427802616 0.02310223058349117 -0.06095657859170555 0.074809967654587778 0.080932385931380191 -0.10173384734973051 -0.10139647744041197 0.069127895497269914 -0.0087164581123293002 0.0779380623510222 -0.10261785132217974 -0.040375998800693334 -0.10091879923857186 0.053981321725769388 0.0022417369002584453 -0.078936279486795019 -0.042621175490629368 -0.078671719684405853 0.052736533733149106 -0.045195297263292827 0.024721106771802802 -0.019736764404110749 0.077813015989527182 0.0039750790200698532 -0.034475823529096832
leaf_weight=0.029002434496632645 0.086550892472587265 0.061089127415471123 0.162456309542927 0.13244374363148459 0.06506142090074718 0.07167043047532573 0.13153354169298836 0.13884879560070898 0.039266552391405862 0.041825081781734497 0.048511660138633061 0.035809329631985243 0.08510550319590493 0.10016403207212221 0.058226841870236967 0.042716058234954168 0.055509064600280933 0.034658441767912662 0.10274415017743976 3.4136018837037199 0.066734352152707288 0.16556141569161376 0.12247885029321992 0.23269204917596653 0.11905917488820528 0.27134799673876919 0.30345907657209714 0.10470438870834264 4.889575885218882 0.62593775973010668
leaf_count=46 17 20 43 30 14 31 32 32 22 15 17 30 15 48 15 13 36 48 38 659 19 24 36 23 36 27 30 17 1413 54
internal_value=-7.74646e-05 -0.00944238 -0.0226312 0.000526486 0.0251855 0.0454895 -0.00233326 -0.0171763 5.90947e-05 -0.00978847 -0.0155447 -0.00869784 0.00853548 -0.0117565 0.0361483 -0.0302355 -0.0167173 -0.000998681 0.0208844 0.000730112 -0.0367939 0.000446276 -0.01532 -0.000320821 0.019589 0.00149607 0.000821138 0.00151171 0.000616985 -0.00344775
internal_weight=11.8383 0.717211 0.51939 11.1211 0.197821 0.136732 0.356933 0.2254 10.9887 0.701007 0.659182 0.61067 0.339233 0.254128 0.0872293 0.271437 0.228721 0.192912 0.158253 10.2877 0.166898 10.2484 0.639791 0.517313 0.351751 9.60863 9.33728 9.03382 8.92912 4.03954
internal_count=2900 189 124 2711 65 45 81 49 2681 340 325 308 143 128 61 165 152 122 74 2341 67 2319 119 83 59 2200 2173 2143 2126 713
is_linear=0
shrinkage=0.1


Tree=494
num_leaves=31
num_cat=0
split_feature=2 0 1 0 4 0 0 3 1 1 1 0 2 0 2 2 1 4 0 1 4 3 4 3 0 3 4 0 4 4
split_gain=0.00714592 0.0103033 0.00724144 0.0375455 0.0689914 0.0375676 0.0513572 0.0397411 0.0371429 0.0326801 0.0289681 0.0282794 0.0621677 0.0480804 0.0362089 0.0292156 0.0218966 0.0216361 0.0643812 0.038853 0.0307729 0.0364352 0.0449478 0.0240563 0.116057 0.030665 0.159795 0.152002 0.105773 0.0934631
threshold=-0.62958999999999998 93.262612545250008 68.961639504150014 93.867515624600017 36.735256530150004 93.972365491700018 94.550383989750017 0.09254500000000003 68.214248143850014 69.563854125350005 69.873026810350026 91.625341543800019 -0.053019999999999991 90.337570099350003 -0.053019999999999991 -0.11420499999999999 70.085415002650009 38.441102963850007 89.738043936200015 59.74022811670001 37.020641110850008 0.090640000000000012 35.131296350900008 0.072890000000000024 86.280686780500005 0.091975000000000015 42.37975859965001 86.420486603250012 41.468518788800004 42.564639561200003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 -4 -5 7 -7 11 -6 -11 13 -13 17 15 -15 -12 19 23 -2 21 22 -21 24 -19 26 27 28 -25 -28
right_child=2 -3 3 5 9 6 -8 -9 -10 10 16 12 -14 14 -16 -17 -18 18 -20 20 -22 -23 -24 25 -26 -27 29 -29 -30 -31
leaf_value=-0.047019511056858435 -0.049827832595957654 0.0066718634276895202 0.049149216760199128 0.04279946797489962 -0.10237022643009193 -0.09733123938565498 0.00067380373370876079 0.00077592723329943591 0.04221524972430326 0.023163774932311407 -0.084708385567331471 -0.10171476351812003 0.015726925348059896 0.023473148994279495 -0.0063925651395451769 0.088321752960919986 -0.021355517027030143 -0.0078818531491686248 -0.069151555248195939 0.036103321031148376 0.046216505965555814 0.023662651413304966 -0.08718124628717723 -0.041280108429824193 0.07020800648614868 0.0051187900706915314 0.065948684693937706 -0.069913643447920365 0.04208393912972714 3.6040033911193373e-05
leaf_weight=0.077406619850079461 0.08319456567411343 0.066399596098420943 0.089257428391648186 0.19619214258466433 0.087014218122931197 0.09776116347524455 3.1027630918528897 0.07147801316992819 0.22287908495354702 0.070712808985263109 0.10080968507099897 0.083346060637836672 0.098156083791991366 0.14023258790257387 0.14254557482666985 0.13768108584918082 0.11890504868225094 0.68347301253010773 0.14083001016115293 0.047653220150856157 0.31065020812820876 0.30270561108704896 0.077942287989912984 0.31178562602008264 0.2637685142499322 2.2376415003419226 0.26378788426700328 0.65770907929982059 0.29735961576520253 1.1663042197524331
leaf_count=15 64 34 21 21 10 60 1377 26 32 7 13 40 34 26 27 17 76 261 18 37 37 35 19 46 27 274 20 53 29 144
internal_value=-7.39137e-05 -0.0222286 0.000200633 -0.00328691 -0.0299153 0.000296356 -0.00225217 -0.0558958 0.00198991 -0.0486125 -0.0325063 0.000785978 -0.0382025 0.00175999 0.0345829 0.0555998 -0.0504231 -0.000256235 -0.00233349 0.0149607 0.0222549 0.00487543 -0.0404048 -0.000733645 0.013863 -0.00353562 -0.0107161 -0.0365783 -0.000585214 0.012194
internal_weight=11.7483 0.143806 11.6045 3.93489 0.466699 3.46819 3.272 0.169239 7.66965 0.377442 0.290428 7.44677 0.181502 7.26526 0.420459 0.277914 0.219715 6.84481 6.02266 0.822146 0.738951 0.428301 0.125596 5.88183 0.947242 4.93459 2.69695 1.26685 0.609145 1.43009
internal_count=2900 49 2851 1611 127 1484 1463 86 1240 106 96 1208 74 1134 70 43 89 1064 872 192 128 91 56 854 288 566 292 128 75 164
is_linear=0
shrinkage=0.1


Tree=495
num_leaves=31
num_cat=0
split_feature=0 1 4 3 4 1 2 1 2 0 2 3 4 4 1 4 1 0 0 4 0 2 0 4 2 2 1 1 2 4
split_gain=0.00697837 0.0536265 0.0510163 0.0316431 0.0174736 0.0467828 0.0300421 0.0283562 0.0308701 0.0366413 0.0362625 0.0426455 0.0383883 0.0244823 0.0151579 0.0360261 0.0337915 0.0250758 0.0498947 0.0463144 0.0377827 0.0932154 0.0399511 0.0709662 0.132685 0.169694 0.0460765 0.0772275 0.0371473 0.0337344
threshold=85.613949164150014 61.917879202350001 43.968221017800005 -0.25276999999999999 41.792045663550006 61.409760615700009 -0.23557500000000001 61.82916008405001 0.18145000000000003 84.280473931450004 -0.072569999999999982 0.10273500000000002 39.468990633150007 35.818873074050011 61.917879202350001 40.380906245900007 61.923256118600001 85.807518149550006 85.968825637350008 42.102795028150005 86.232294534150014 -0.048664999999999993 87.181320254150009 42.541806567400009 -0.065399999999999986 -0.12350999999999999 62.116825104000007 62.197478847950002 -0.08756499999999999 40.621691032550004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 7 6 -6 8 9 10 11 12 13 -1 15 -2 -16 19 29 -18 21 -20 23 24 25 -22 -24 -28 -21 -19
right_child=14 2 -4 -5 5 -7 -8 -9 -10 -11 -12 -13 -14 -15 16 -17 17 18 20 28 22 -23 26 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0082132993205918329 -0.048291275947666586 0.066014653259855852 0.029787325007778188 -0.096228484664090952 -0.10096289325205315 0.05520917977331348 0.0023252568993634161 -0.06302935062866892 0.058845265633666578 -0.057129328009692927 -0.055898756141364317 0.098506328436998136 0.067955188725473778 -0.10086962291492448 0.057632830340853591 0.0076437023069183836 0.040535183632318929 0.00069046423460635302 0.048982945216883726 -0.045293544948867039 0.002415212887552295 -0.031845040173836964 0.042201876744215758 0.017477129546673197 0.019186708116739486 -0.096375608898619805 -0.093030122949502969 0.0018702530376832731 0.02001144690682069 -0.072231432089839051
leaf_weight=0.043649575634610471 0.2046574224550558 0.013132252320858129 0.05472728543827543 0.1420809633321255 0.031478676891559476 0.18711672336212359 0.26709076756125694 0.085338261085425415 0.074094492989843275 0.12108094622453791 0.063908891728600148 0.063123125379206613 0.049807236410742917 0.038920908087675343 0.10646206885576148 0.26326959582002019 0.4235227655590269 0.10527510350220737 0.45662565767997876 0.15445706447735574 0.3006200657073349 0.20752513963816355 0.277405475382693 0.45639015990309406 0.36837793031008903 0.41239869908895344 0.086954178754240163 6.1943100561576383 0.19974703174193564 0.15963675019224866
leaf_count=44 19 14 13 130 58 17 134 13 12 13 30 10 12 23 6 30 34 12 40 31 27 31 20 36 37 35 7 1948 23 41
internal_value=-7.86262e-05 -0.00718291 -0.05323 -0.0825014 0.00224285 0.0160051 -0.00856459 -0.0101369 -0.000207515 -0.0117071 0.00949398 0.0308707 -0.00138067 -0.0432047 0.000767202 -0.0168206 0.00159768 0.000989147 -0.000495489 0.0182183 0.00079744 0.0237269 -0.00108346 -0.0155904 -0.0295462 -0.0547238 0.00231794 0.000556507 -0.00846597 -0.0432525
internal_weight=11.6132 1.23555 0.209941 0.155213 1.02561 0.485686 0.298569 0.539923 0.454585 0.380491 0.25941 0.195501 0.132378 0.0825705 10.3776 0.467927 9.90971 9.80325 9.02552 0.777727 8.76061 0.664151 8.09646 1.53779 1.0814 0.713019 6.55867 6.28126 0.354204 0.264912
internal_count=2900 523 157 144 366 209 192 157 144 132 119 89 79 67 2377 49 2328 2322 2234 88 2181 71 2110 135 99 62 1975 1955 54 53
is_linear=0
shrinkage=0.1


Tree=496
num_leaves=31
num_cat=0
split_feature=0 2 3 2 2 2 3 4 3 2 3 3 3 2 4 4 3 2 1 2 3 2 2 3 3 3 2 3 1 0
split_gain=0.00805727 0.00994442 0.010801 0.0168892 0.0419982 0.0230919 0.0165468 0.0133478 0.0341451 0.0106602 0.0200803 0.0418641 0.0278259 0.016511 0.0148106 0.011935 0.0117039 0.0166634 0.0396508 0.0734146 0.0708771 0.0407267 0.0855005 0.0555751 0.0365326 0.111886 0.0657341 0.0641119 0.0596139 0.0446218
threshold=113.28087178455002 0.68694500000000025 0.11614000000000002 -0.033594999999999993 -0.088099999999999998 0.056285000000000009 0.11308000000000003 40.259171735100004 0.23821500000000004 0.15675000000000003 0.10273500000000002 0.094415000000000013 0.090225000000000014 0.27148500000000009 40.12915366295001 38.938637541200009 0.11048000000000002 -0.062629999999999991 61.987779113750001 -0.054494999999999995 0.10273500000000002 -0.036264999999999999 -0.013805 0.094165000000000013 0.076080000000000023 0.084795000000000023 -0.031989999999999998 0.099010000000000029 75.085947125300024 86.530713386650021
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 9 -4 -9 16 11 12 13 14 -11 -15 17 -1 20 -20 21 -19 -23 -24 28 -26 -27 29 -21 -28
right_child=-2 -3 3 5 -6 -7 -8 8 -10 10 -12 -13 -14 15 -16 -17 -18 18 19 24 -22 22 23 -25 25 26 27 -29 -30 -31
leaf_value=-0.00090843170599388999 -0.030700796744095944 0.033306409480995877 -0.024304665299984374 0.06823615456237779 -0.064644679636043173 -0.010403423458465483 0.036362789686290302 -0.027517983937596937 0.056862545398982382 0.028719784794779907 -0.059917308466652747 0.041437128856125161 -0.064533945829399267 -0.0048853132389268666 -0.024353272975513238 -0.10128936146006869 -0.025333880847183743 -0.045173158770332789 0.060546815542379229 -0.00043521342303640012 -0.10216458983687988 0.10026109423580612 -0.06712579587924225 0.071886404402232665 0.07490045653927975 -0.041198928801370251 -0.069175812370238621 0.05853778049565922 -0.095918697672997738 0.0096085817593145016
leaf_weight=7.3585280071651855 0.085358519254762011 0.089678337321857593 0.15192895187895772 0.054744143479184326 0.15655878326160177 0.11745439062201513 0.12818580862767781 0.094348442560658441 0.097528544230954139 0.12743684123655974 0.078424353738228092 0.13856321072489663 0.11237474310326157 0.024160387923274129 0.08951441677817229 0.027412507052616775 0.16596846258997011 0.12408755681872208 0.29719724006793069 0.33549771705656861 0.082312588405329734 0.092286445302761422 0.093923784019463219 0.04145126321236603 0.25035052067120467 0.2776755963573122 0.088407593476517943 0.23777812382997432 0.081215471225348779 0.38476909272431925
leaf_count=1539 304 33 35 22 42 32 28 25 15 39 14 35 31 30 38 22 33 18 39 61 10 12 97 6 71 36 32 37 50 114
internal_value=-9.16813e-05 0.000137512 -0.000125486 -0.0124155 -0.0217118 0.0145971 0.000651559 -0.00216151 0.0153715 0.000215977 -0.0127515 -0.00563075 -0.0227531 -0.00526819 0.00682176 -0.0561269 0.000998211 0.00144665 0.00870694 0.0147833 -0.0186311 0.000916524 0.0260378 -0.0245609 0.0065687 0.0151833 6.11803e-05 0.016176 -0.0190445 -0.00511137
internal_weight=11.4851 11.3998 11.3101 0.672563 0.500365 0.172199 10.6375 0.343806 0.191877 10.5093 0.597886 0.519462 0.380899 0.268524 0.216951 0.0515729 9.91145 9.74548 2.38695 1.95289 0.434062 0.351749 0.227661 0.135375 1.65569 1.23898 0.98863 0.710955 0.416713 0.473177
internal_count=2900 2596 2563 171 117 54 2392 75 40 2364 209 195 160 129 77 52 2155 2122 583 440 143 133 115 103 401 290 219 183 111 146
is_linear=0
shrinkage=0.1


Tree=497
num_leaves=31
num_cat=0
split_feature=1 1 1 0 4 0 1 1 1 0 3 4 0 0 4 4 4 0 4 2 4 2 2 4 3 4 0 0 4 4
split_gain=0.00686463 0.0389917 0.0181355 0.0279402 0.0321393 0.0411592 0.023223 0.0449162 0.0256002 0.0372292 0.0371888 0.0193475 0.0495055 0.0626314 0.0310484 0.0385523 0.0387482 0.0643216 0.0435801 0.0308915 0.0296209 0.0544439 0.0356713 0.0294701 0.0286776 0.0282985 0.0415542 0.0593278 0.0268601 0.0236609
threshold=69.873026810350026 70.085415002650009 70.133807249000014 94.614906984850009 39.039757512550004 94.157869102700019 70.343506983200015 70.73871032835001 70.96454081135002 95.141844778450022 -0.059734999999999996 40.823855932350007 96.249489528150022 96.811377277450006 41.21013581150001 41.590548329450009 42.599563320500003 97.835679825150024 43.061965423550006 -0.08459499999999999 39.211875820650008 -0.030985000000000002 -0.074434999999999987 43.082598263550004 0.090720000000000023 38.938637541200009 97.013011637200023 97.152811460000024 41.941595803500007 43.279086095950007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 -6 -5 -8 -9 10 -10 12 -11 -14 19 -16 17 -17 -18 -13 25 22 24 -20 -22 26 -15 -28 -19 -25
right_child=1 2 3 6 5 -7 7 8 9 11 -12 14 13 20 15 16 18 28 23 -21 21 -23 -24 29 -26 -27 27 -29 -30 -31
leaf_value=0.0016002610018864443 -0.050604167689297624 0.037665247715802673 -0.075661597978814915 0.051796707708517048 0.02585940382733147 -0.086042820707823389 -0.10078946442750765 0.035699199341258342 0.010301061600683352 -0.10105541408016101 -0.10166551546263741 0.077358373623158616 0.067232293650126257 -0.10299765319914007 -0.048966290377528976 0.082169556139899749 -0.067956893571208821 -0.06457798814905398 0.097699149753590564 0.010297671103518365 -0.0042241603762887886 0.018661177919862645 -0.10183836635666672 -0.070296985633415951 -0.084722419935794921 0.052939008465450937 0.094006908297800465 -0.016234264045246093 0.015999714646053435 0.0035034640642665075
leaf_weight=7.74902461033808 0.16876654886073073 0.11500164264111878 0.10844577198044758 0.084160489807345917 0.11756748817589369 0.045625004884481513 0.044848368997236654 0.18850676998317828 0.049966321564966165 0.056739538001238876 0.073008937909378679 0.11412377456510825 0.10722117121622421 0.041178154371664222 0.13987215054777369 0.15323023297241867 0.10347301713763102 0.050124090688989043 0.030776632382185198 0.17254941909652632 0.13524287576032634 0.14587994776519331 0.10792099777636111 0.04752925582824119 0.06578143983043816 0.094791019551946576 0.05946335468252073 0.27265703736930241 0.23685266203833066 0.50520653464085363
leaf_count=1301 24 12 48 8 90 40 25 24 19 29 41 27 12 7 42 21 47 42 3 26 47 56 17 21 43 30 5 366 76 351
internal_value=-8.18345e-05 -0.0036662 -0.00138185 -0.0027212 -0.033466 -0.00542598 -1.06478e-05 -0.00146551 4.34268e-05 -0.00238868 -0.0561722 0.00011605 -0.0101183 -0.00510948 0.00727519 0.000551241 0.00669582 0.0298576 -0.0081458 0.0369943 -0.0135139 -0.0316883 -0.0554627 0.00246038 -0.0305657 0.00414551 -0.00824454 0.00350349 0.00192581 -0.00284257
internal_weight=11.3855 3.63651 3.46774 3.35274 0.271638 0.163192 3.0811 2.99694 2.9521 2.76359 0.122975 2.64061 1.08688 1.03014 1.55374 1.26706 1.12719 0.440207 0.686985 0.286673 0.922915 0.454825 0.308945 0.583512 0.201024 0.46809 0.373299 0.33212 0.286977 0.552736
internal_count=2900 1599 1575 1563 178 130 1385 1377 1352 1328 60 1268 612 583 656 603 561 139 422 53 571 163 107 375 90 408 378 371 118 372
is_linear=0
shrinkage=0.1


Tree=498
num_leaves=31
num_cat=0
split_feature=0 0 1 2 1 0 0 4 4 2 0 4 1 2 0 0 2 3 2 4 0 4 1 4 2 0 2 4 2 2
split_gain=0.00677611 0.0252869 0.0166444 0.025967 0.0243386 0.0288001 0.0218024 0.0278214 0.0147712 0.0136788 0.0181953 0.0137325 0.0478298 0.051434 0.0543697 0.0424772 0.0210709 0.0195704 0.0134468 0.0123205 0.0699681 0.0577338 0.0451766 0.0414261 0.043905 0.0370948 0.0562542 0.0310721 0.0337587 0.0720933
threshold=85.716110573100011 85.807518149550006 61.993156030000002 -0.01762 61.971648364950006 85.447264760050004 83.680947768350009 41.24714903835001 41.811877919650009 0.19122000000000003 85.199926612050021 38.115457128050004 58.549241164900003 -0.23557500000000001 76.591483678350016 83.680947768350009 -0.26820499999999997 0.099780000000000021 -0.121865 40.621691032550004 86.001087134900004 40.305698932850007 71.090898343450007 40.823855932350007 -0.090694999999999998 86.232294534150014 -0.082885 40.21994457600001 -0.057185 -0.054494999999999995
decision_type=2 2 2 2 2 2 2 2 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 4 6 5 9 -4 -8 -2 10 11 15 13 -13 -15 16 -1 -18 -14 21 -21 27 -23 24 -22 26 -25 28 -3 -30
right_child=1 19 3 -5 -6 -7 7 -9 -10 -11 -12 12 18 14 -16 -17 17 -19 -20 20 23 22 -24 25 -26 -27 -28 -29 29 -31
leaf_value=0.063346915063498904 0.040673071544986783 -0.0066748201586902221 0.0047881019497053728 0.039315054886222521 0.04437913639823958 -0.034734575292065938 -0.0029417759591191307 -0.10089807542093768 0.0061580294651431286 -0.041113705304923469 0.033479570122429601 -0.1010276767913868 -0.013865151349568911 -0.0014429369534786542 0.088111841124072013 0.095014777878019763 -0.10056003386583777 0.0089912276470064684 -0.070990627900469561 -0.069203795834446122 0.0025872630113490985 0.065760339137396831 -0.0081224093834214688 0.070994366662418276 -0.077812223310295289 -0.0019989941594061042 -0.00075188591062597555 -0.043996473145016049 0.094569310337211721 0.0074948491766075771
leaf_weight=0.02396249893121194 0.24052280467003484 1.8399021228015342 0.057175279247811517 0.042941475136544116 0.10473674169406866 0.26902655850335577 0.042921210959299572 0.08935783024429611 0.25593053628108464 0.067302585359811928 0.18555616564844968 0.036491682138659831 0.06333446538883436 0.23835786189243202 0.094736566122719523 0.054805025109089911 0.032925878670033937 0.032306599372532219 0.11793585208499735 0.15642278921086461 0.13015808783518423 0.2510312725935363 0.12346627411019639 0.18194609429338016 0.14204711899104427 4.6492076363812993 0.27364683242922172 0.15321013947105644 0.10302964841207551 1.2331544976272488
leaf_count=8 18 525 53 30 13 36 16 62 23 13 21 56 24 118 19 7 65 7 32 48 21 34 37 18 27 1172 31 23 13 330
internal_value=-8.47057e-05 0.000894243 -0.00621697 -0.0308968 -0.00187676 -0.00585846 -0.0468109 -0.0691137 0.02288 0.00233857 0.00566025 -0.00176869 -0.00895637 0.0116801 0.0240277 0.025727 -0.0168463 -0.0463044 -0.0510314 -0.000287376 -0.0032753 0.00417655 0.0414023 -0.00135737 -0.0393683 0.000669499 0.0279008 -1.08046e-05 0.002111 0.0142089
internal_weight=11.2876 9.73368 1.55387 0.232396 1.32148 1.21674 0.189454 0.132279 0.496453 0.947715 0.880413 0.694856 0.550856 0.369586 0.333094 0.144 0.089195 0.0652325 0.18127 9.23722 5.53343 3.70379 0.374498 5.37701 0.272205 5.1048 0.455593 3.3293 3.17609 1.33618
internal_count=2900 2320 580 161 419 406 131 78 41 370 357 336 249 193 137 87 80 72 56 2279 1317 962 71 1269 48 1221 49 891 868 343
is_linear=0
shrinkage=0.1


Tree=499
num_leaves=31
num_cat=0
split_feature=0 0 0 3 1 3 3 2 1 3 4 4 1 1 2 1 0 3 3 2 1 2 3 3 2 2 2 2 4 4
split_gain=0.00664756 0.00815488 0.0157026 0.00826227 0.0118053 0.00806877 0.0303281 0.0343268 0.0452987 0.0225497 0.0276519 0.0368725 0.0397296 0.0479526 0.0401741 0.0253101 0.0248799 0.0315231 0.0251042 0.0224101 0.0366147 0.0282718 0.0221764 0.041415 0.0193473 0.0180599 0.0442462 0.0257739 0.0169465 0.014644
threshold=113.28087178455002 122.45926784190002 119.78425200215001 -0.397505 93.464246905050018 -0.093074999999999991 -0.072169999999999998 -0.076709999999999987 61.987779113750001 -0.23958499999999999 48.919835655300012 47.673928029900004 61.998532946250002 63.910026677050006 -0.26820499999999997 68.214248143850014 93.867515624600017 -0.21013499999999999 -0.10778500000000001 -0.23361999999999997 61.944763783650011 -0.23455499999999999 -0.25445999999999996 -0.27687999999999996 -0.24103499999999997 -0.18126999999999999 -0.091779999999999987 -0.048664999999999993 40.421032462050007 48.008184682100008
decision_type=2 2 2 2 2 2 2 2 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 -7 19 11 12 14 -14 -11 -15 -17 -18 -19 21 22 24 23 -21 -1 -22 -27 -28 -29 -8
right_child=1 -3 -4 4 -6 6 29 -9 -10 10 -12 -13 13 15 -16 16 17 18 -20 20 25 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.10033883245099023 0.037226876388654608 -0.10032528628145959 0.083216504002569691 -0.081766648039563489 0.043697945201362706 -0.068945706350039174 -0.00069020322864664862 -0.081030351703035769 0.079377863165470242 0.083658681011248098 -0.048680212853227579 0.098425815576021689 0.10037232875067276 -0.036807406519951132 -0.10146413156522593 0.068277780760469087 0.05755902307834463 -0.074740877796639002 0.013011547335723584 0.069437100125802051 0.026675453714666193 -0.10120406047656592 0.096175335345037055 -0.075430236624888888 0.027124780379559545 -0.10122132890135656 0.036317464698595418 -0.004192914313318869 -0.07461139260847964 0.024750864247435504
leaf_weight=0.015495160455067492 0.011892442358657718 0.0131629284450058 0.013330730438833954 0.036841834893493741 0.0094163705887857496 0.040565649313812457 9.4057494236917876 0.099013935590444357 0.041815050133038767 0.015524437767453492 0.052831332006462617 0.064153998401138779 0.076999527979751292 0.078289314547141942 0.047869242912807364 0.098893033619106063 0.08012234429770615 0.053667754922798849 0.083049962811514888 0.052174741628050469 0.089160285688834051 0.051009683190116561 0.055377261422336232 0.031738501014160647 0.051443123855506201 0.060146092002241858 0.091673579389237148 0.088049260377374594 0.055853223127087404 0.2318265844972992
leaf_count=52 2 129 40 78 55 29 1786 30 24 2 24 11 9 34 83 17 18 35 17 41 20 22 8 11 41 28 27 40 24 163
internal_value=-7.5317e-05 -0.0279933 -0.0146738 -0.0371146 -0.0562269 0.000137336 -0.000840693 -0.0413506 0.00634083 0.00756144 0.0206704 0.0267914 0.0181921 0.0281948 -0.0561295 0.01409 0.0267105 0.00775317 -0.0214352 -0.00573695 0.00312483 -0.0451196 0.0470581 0.0146439 -0.00238104 -0.0127748 -0.0246691 -0.00512411 -0.0315246 -7.82324e-05
internal_weight=11.1971 0.0846443 0.0714814 0.0581506 0.0462582 11.1125 9.81897 0.181395 0.0823807 1.29352 0.651401 0.59857 0.534416 0.471022 0.0633937 0.394022 0.315733 0.21684 0.136718 0.642121 0.524173 0.117948 0.139291 0.0839132 0.0669383 0.384882 0.295722 0.235576 0.143902 9.63758
internal_count=2900 304 175 135 133 2596 2032 83 53 564 250 226 215 130 85 121 87 70 52 314 199 115 60 52 93 139 119 91 64 1949
is_linear=0
shrinkage=0.1


Tree=500
num_leaves=31
num_cat=0
split_feature=0 1 4 3 4 1 3 1 2 4 1 1 3 1 3 3 3 0 1 0 1 4 0 4 4 0 2 2 1 2
split_gain=0.00617046 0.0456411 0.0466603 0.0293102 0.01434 0.0369377 0.0248531 0.0202248 0.0296033 0.0294082 0.103384 0.0333377 0.015997 0.0145054 0.012639 0.0282722 0.0169966 0.023581 0.0124236 0.0165476 0.0359438 0.065195 0.0166827 0.048147 0.0206164 0.0155883 0.0157386 0.0724066 0.0577949 0.0905116
threshold=85.613949164150014 61.917879202350001 43.968221017800005 -0.15684499999999998 41.792045663550006 61.409760615700009 0.078935000000000019 61.82916008405001 0.18145000000000003 38.115457128050004 58.549241164900003 59.74022811670001 -0.084259999999999988 57.129735272050006 -0.5582649999999999 -0.25095999999999996 -0.22588499999999997 71.144667506050013 61.86411003975001 85.807518149550006 61.960894532450006 42.448133449100006 86.001087134900004 40.532725462000009 42.622319549950006 86.103248543850015 -0.068524999999999989 -0.077279999999999988 62.079186690200011 -0.048664999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 7 6 12 8 9 11 -11 13 14 -1 -6 -16 -17 -18 -2 20 -20 -22 23 -21 -25 -24 27 -27 29 -28
right_child=18 2 -4 -5 5 -7 -8 -9 -10 10 -12 -13 -14 -15 15 16 17 -19 19 22 21 -23 25 24 -26 26 28 -29 -30 -31
leaf_value=0.002518591472076703 -0.027119559170954568 0.023812606809894069 0.028224916664728268 -0.10138347647321631 0.038154383077848825 0.050342088990969085 -0.077229953734645237 -0.056233789662748883 0.057665414786643256 0.043584795968489048 -0.10167452949165326 0.064733014965208543 0.068223838093239869 -0.10107071795567323 -0.10104414206497148 0.03112849365911104 0.068476452351046255 -0.10087160475450657 -0.01954865886261839 0.01080552740434202 0.052016668818670689 -0.017363045157596835 0.022111717211535525 -0.10149096620641451 -0.026772619078782624 0.00088033967306398145 0.099330580148263237 -0.035658167147286916 -0.00067833223640285586 0.0086125414795925753
leaf_weight=0.037480787908862334 0.15773199170143826 0.022219223075040873 0.053478988063943689 0.11805942598237928 0.048744893904597575 0.17803310191811761 0.043769490936938382 0.078820799940444886 0.071232268697713153 0.087368514274032805 0.11156022296563606 0.078844099289312908 0.034069166557173958 0.021142809122682849 0.033698444849573406 0.074889619145778852 0.011738080832323305 0.027453461080114039 0.22176114291028071 0.19619129331840568 0.38531857657653745 0.20885341658049583 0.32991561094240651 0.07515295476105166 0.072604031029186444 4.7994658967456569 0.15763066220097244 0.61144002060446911 2.4123966237617185 0.36382814602985014
leaf_count=29 22 20 13 124 23 17 35 13 12 30 24 20 15 29 42 12 46 19 29 20 30 35 23 30 18 1274 13 78 754 51
internal_value=-6.98746e-05 -0.00706515 -0.0512534 -0.0815532 0.00205436 0.0148699 -0.00814788 -0.00986403 -0.000897777 -0.0132986 -0.0378774 0.0222692 0.00496474 -0.0348413 -0.00600175 -0.0205666 0.00320569 -0.0501509 0.000723024 0.00116958 0.014807 0.0276295 -6.42272e-05 -0.0216637 -0.0647763 0.000792186 -5.06961e-05 -0.00324856 0.00584713 0.0360355
internal_weight=11.1249 1.1326 0.193758 0.140279 0.938846 0.452396 0.274363 0.48645 0.407629 0.336396 0.198929 0.137468 0.230594 0.0586236 0.196524 0.14778 0.114081 0.0391915 9.99229 9.83456 0.815933 0.594172 9.01863 0.343948 0.147757 8.67468 8.34476 5.41091 2.93386 0.521459
internal_count=2900 523 157 144 366 209 192 157 144 132 54 78 157 58 142 119 77 65 2377 2355 94 65 2261 68 48 2193 2170 1352 818 64
is_linear=0
shrinkage=0.1


Tree=501
num_leaves=31
num_cat=0
split_feature=2 3 2 2 3 1 2 1 2 1 3 2 0 2 1 3 4 2 3 0 4 0 3 3 3 3 1 1 3 3
split_gain=0.00591395 0.00940869 0.00658041 0.0177825 0.0277542 0.0218333 0.0167102 0.0156069 0.0123681 0.0410019 0.0131523 0.0232074 0.0226406 0.0436653 0.0280311 0.0352479 0.0356015 0.0372214 0.0220711 0.0187503 0.0347332 0.0185464 0.0148187 0.0124014 0.0128597 0.0523924 0.0127739 0.0556739 0.0554539 0.0913492
threshold=-0.62958999999999998 0.097615000000000021 -0.59309999999999985 -0.50001499999999999 0.098200000000000023 72.496961945650014 -0.58892999999999995 78.285212300550015 -0.26138499999999998 62.305017173150013 0.10500500000000003 0.20327000000000003 86.103248543850015 -0.091399999999999995 61.966271448700006 0.11048000000000002 41.134354310300004 -0.063985 0.25847000000000003 93.577162146500015 38.175120519550006 85.737618238150006 0.10661000000000002 0.10371000000000001 0.10236000000000002 0.10176000000000003 62.197478847950002 62.245871094250013 0.094625000000000029 0.094415000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 5 -4 -7 -2 9 -5 23 12 13 -12 -14 22 18 -18 19 -17 -21 -15 -16 24 25 26 -10 -28 29 -29
right_child=2 -3 3 8 -6 6 -8 -9 10 -11 11 -13 14 21 15 16 17 -19 -20 20 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.052084561156355361 0.0014228283939254648 0.0012254785405689803 0.014304629264295141 0.078469042303233719 -0.10214438891355569 0.022557173610681422 -0.10081309647944672 0.061271764047967719 -0.0039698395895653629 -0.021228838951375884 0.012262636088029986 0.035670795731705549 0.049547529399184241 -0.034791956305730128 -0.012352581850316952 -0.088950152707691701 0.055163197801912027 -0.029030993007451975 -0.0070018128311214838 0.039874079722638289 -0.10096110221939612 -0.10136285401743272 0.034526472794591249 0.023514825780873379 -0.020503454011429612 0.075481444872355419 0.081288401642053018 0.0033994122049383667 -0.033498143125074202 0.098176032763826804
leaf_weight=0.056314667468296942 0.16635865582542964 0.080331955055044091 0.11130142412991606 0.080782166306331837 0.041694550087257198 0.015653791858284194 0.036763474933494855 0.059033286680463259 3.5937420079019189 0.084295720511228911 0.10321748115165974 0.1038770914500865 0.082598782842978835 0.078325945194138269 0.10928684990070536 0.13838069455232471 0.084564522105210926 0.13851758562985594 0.084499275649906336 0.037690873265311176 0.032707707985884404 0.089863332217532843 0.17605723335998569 0.24454976176684873 0.27741082748042423 0.094344751152676376 0.091213233550661132 4.2417140932007538 0.39421951185063875 0.10419372504111368
leaf_count=29 41 20 39 19 21 22 51 43 639 41 20 30 10 21 18 18 15 42 26 29 13 24 38 27 30 17 11 1399 142 5
internal_value=-7.01858e-05 -0.0207446 0.000189071 -0.000168064 -0.0293062 -0.0107563 -0.06397 0.0170981 0.000403818 0.0275591 -3.13577e-05 -0.00960473 -0.0136742 -0.0389386 -0.00592011 -0.0116349 -0.0272221 0.0028848 -0.0501228 -0.0675752 -0.025559 -0.0703607 0.0165718 0.00130234 0.000684841 0.00137478 0.000544925 0.00390319 0.00241408 0.00567169
internal_weight=11.0335 0.136647 10.8969 10.6715 0.205413 0.163719 0.0524173 0.225392 10.4661 0.165078 10.301 1.25959 1.15571 0.271407 0.884304 0.801705 0.516361 0.223082 0.293279 0.208779 0.0703986 0.168189 0.285344 9.04139 8.79684 8.51943 8.42508 4.83134 4.74013 4.34591
internal_count=2900 49 2851 2767 133 112 73 84 2634 60 2574 304 274 65 209 199 143 57 86 60 42 45 56 2270 2243 2213 2196 1557 1546 1404
is_linear=0
shrinkage=0.1


Tree=502
num_leaves=31
num_cat=0
split_feature=0 2 2 2 3 3 0 1 4 3 2 4 3 2 3 3 3 2 0 1 4 2 2 4 3 3 4 4 2 4
split_gain=0.00585886 0.00794271 0.00755963 0.0159119 0.0163822 0.00706407 0.018425 0.0651535 0.0402873 0.0273184 0.0268137 0.0242533 0.0148181 0.00809806 0.015476 0.0356331 0.0241668 0.014621 0.0144779 0.0117627 0.0115769 0.0102408 0.02603 0.0300569 0.0238955 0.0318747 0.019389 0.0172761 0.0111643 0.0372943
threshold=113.28087178455002 0.68694500000000025 -0.012769999999999998 -0.046474999999999995 -0.397505 0.11614000000000002 87.393708446500014 65.461267018300006 39.646013290900008 0.25847000000000003 -0.11911999999999999 41.134354310300004 0.11308000000000003 0.15675000000000003 0.10273500000000002 0.094415000000000013 0.090225000000000014 0.27148500000000009 91.625341543800019 76.919475570250015 38.938637541200009 0.048530000000000011 -0.0039949999999999994 41.028010303750008 0.070195000000000021 0.092095000000000024 36.514114975300011 42.467547400400008 -0.031989999999999998 40.305698932850007
decision_type=2 2 2 2 2 2 2 2 2 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 12 8 -8 -7 -10 -9 -12 13 21 15 16 17 18 -15 -20 -19 22 28 -24 26 27 -23 -26 -1 -30
right_child=2 -3 -4 -5 -6 6 7 10 9 -11 11 -13 -14 14 -16 -17 -18 20 19 -21 -22 24 23 -25 25 -27 -28 -29 29 -31
leaf_value=7.5857606992677884e-05 0.09654307157003951 0.030091945717411736 -0.10035960620519634 0.092126976514044626 -0.058145692964673139 0.031211480464471565 0.095712959434768097 0.027974536781397392 -0.095569650500906544 -0.023202045816145687 -0.070710112933544608 0.0069349109895610623 0.03545515730058859 0.049122604877973569 -0.054694537538911271 0.038788200629517461 -0.060989165474041519 -0.0039628082970921477 -0.032866266737095938 0.023741035170169605 -0.10117335352417248 0.0084877718717899821 -0.002558767298722744 -0.070179622152990215 0.082697601502651139 -0.01463190706214303 -0.10063536493795265 0.017778456756949352 -0.015259946016908525 0.032089798649624669
leaf_weight=8.165137502068637 0.0079784911649767309 0.087777962349265048 0.011960569370414675 0.011668859697010703 0.048245023346352278 0.083798527834005543 0.06506147189065814 0.089309402263552329 0.083017770333981389 0.14035405316508331 0.10118390738031291 0.066780527504306519 0.12001859000474802 0.058257947201128313 0.072252493588166544 0.13474823121555346 0.10834317939080051 0.023850791352657552 0.089063114322470938 0.062445840932596752 0.025189170911744441 0.04081236652746234 0.16013940123413384 0.11150122744303559 0.10430685724982425 0.096511397478344918 0.027090691685213386 0.067532049462027288 0.27596657353994736 0.41875762007578032
leaf_count=1699 2 33 100 7 195 13 11 27 39 22 37 22 28 23 14 35 31 30 24 30 22 10 33 74 43 39 75 46 36 100
internal_value=-6.54947e-05 0.000132597 -0.0270536 -0.0141394 -0.0361943 -0.000111093 -0.0103907 0.00631022 -0.0279161 -0.050098 -0.0162987 -0.0398394 0.000525702 0.000108233 -0.0114235 -0.00519422 -0.0213363 -0.00473654 0.00675578 -0.00953503 -0.0538946 0.000807546 0.000176436 -0.0303153 0.0179464 0.031356 -0.0350481 0.0571846 0.0011113 0.013281
internal_weight=10.9591 10.8792 0.0798529 0.0678924 0.0562235 10.7914 0.629506 0.322335 0.30717 0.223372 0.257274 0.167964 10.1619 10.0419 0.574151 0.501898 0.36715 0.258807 0.209767 0.151509 0.04904 9.46776 9.1315 0.271641 0.336253 0.26835 0.0679031 0.171839 8.85986 0.694724
internal_count=2900 2596 304 204 197 2563 171 97 74 61 86 59 2392 2364 209 195 160 129 77 54 52 2155 1942 107 213 128 85 89 1835 136
is_linear=0
shrinkage=0.1


Tree=503
num_leaves=31
num_cat=0
split_feature=1 1 1 1 2 4 2 4 2 1 3 4 1 0 0 1 1 0 4 2 2 1 1 2 2 2 2 1 0 0
split_gain=0.00609905 0.0344476 0.020565 0.043458 0.0342508 0.0891434 0.0357315 0.0452308 0.0190222 0.0174208 0.0357979 0.017828 0.0350765 0.0261163 0.0208733 0.0192235 0.0190861 0.0183804 0.0168847 0.0272091 0.0245205 0.0651954 0.0576858 0.0888053 0.0824872 0.0545701 0.0423559 0.0413696 0.0580268 0.0424547
threshold=69.873026810350026 70.085415002650009 66.318885161900013 66.697957758300021 -0.10282499999999999 40.12915366295001 -0.12835499999999997 42.654057868200006 1.0000000180025095e-35 65.630639880500027 0.098525000000000015 36.921550069850007 65.555363052850012 89.872466842800023 88.576630023850015 65.004229136100022 61.767325547050007 89.528344202050008 37.064694648750013 -0.117115 -0.079824999999999993 70.133807249000014 75.28220456885002 -0.096499999999999989 -0.101965 -0.14228499999999997 -0.18126999999999999 70.96454081135002 96.249489528150022 96.811377277450006
decision_type=2 2 2 2 2 2 2 2 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 6 8 7 -5 -6 11 -11 12 13 14 16 17 -1 -13 19 -3 21 -20 23 24 25 26 -23 -22 -29 -30
right_child=1 18 3 4 5 -7 -8 -9 -10 10 -12 15 -14 -15 -16 -17 -18 -19 20 -21 27 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.02000295373623661 -0.048990860175545256 0.033881265368398854 0.051408254821543424 -0.02750540825700571 0.038855798968188471 -0.092161363450004322 0.071069715044034379 0.062572428760224882 -0.010288848027016505 -0.061067798791635014 0.01568690060511085 -0.00097331188112235794 0.079655768192881893 -0.073260366736617594 0.064765795174732285 -0.039604249601800735 -0.075384356890309284 0.029014529349793813 0.08980991555959307 -0.053980516135790892 0.047088717471798026 -0.044412155099251324 0.0036144644763339466 -0.090445526285347619 0.052796681436066167 -0.10259380425162007 0.044181825787290081 -0.072019111163293389 0.06847044529980767 0.0021378161870782976
leaf_weight=0.069218318241393351 0.15900807148500495 0.047777311658143473 0.24507269950117894 0.15884746965457452 0.13995880514266901 0.11286016397417598 0.11815250478684902 0.085882541665114331 0.18012347385456451 0.13562672142506915 0.11008527646117727 5.5286929610603153 0.082971821189858019 0.037222518585622311 0.062766122136963531 0.12436360214711317 0.030097860038862834 0.2122384078829781 0.06644139947059402 0.13438458250849783 0.2516659803077318 0.1488851939117346 1.0356682381001183 0.19703898491331973 0.14327994866107474 0.093826607537266682 0.084643574925337361 0.096257277637093241 0.10806149472045923 0.90086097529276454
leaf_count=63 24 111 34 25 17 38 11 42 27 35 9 866 5 4 12 34 42 37 4 179 45 86 544 74 15 26 30 72 18 371
internal_value=-6.27195e-05 -0.00352584 0.00155271 0.0145875 0.00324868 -0.0157444 0.0259086 0.0041054 0.0112001 -0.000569503 -0.0266797 0.000474096 0.0250216 0.00227704 0.0196244 -0.000707291 -0.00890426 0.000135319 -0.00134097 -0.0309362 0.000383294 -0.00737081 -0.0111615 -0.0340813 -0.0104835 -0.0381806 -0.0123009 0.0104973 0.00216483 0.00924243
internal_weight=10.902 3.4678 7.43418 1.0409 0.795825 0.432942 0.362883 0.24473 0.320082 6.39328 0.245712 6.14757 0.282277 0.199305 0.162082 5.86529 0.0993162 5.74093 3.30879 0.182162 3.12663 1.76978 1.70334 0.667674 0.470635 0.327355 0.233529 1.35685 1.10518 1.00892
internal_count=2900 1599 1301 194 160 82 78 67 44 1107 44 1063 126 121 117 937 105 903 1575 290 1285 779 775 231 157 142 116 506 461 389
is_linear=0
shrinkage=0.1


Tree=504
num_leaves=31
num_cat=0
split_feature=0 1 4 3 4 4 1 3 4 1 4 1 4 0 1 4 4 0 4 0 4 2 4 0 2 0 0 2 3 3
split_gain=0.00547174 0.0380343 0.0418713 0.0281863 0.0135787 0.0331544 0.0172867 0.0198571 0.0153346 0.0528558 0.0166514 0.0309881 0.0187598 0.0110513 0.0413473 0.0559589 0.0120315 0.0503746 0.0466982 0.0390178 0.0345936 0.0377503 0.0304461 0.0280958 0.049575 0.026482 0.0868247 0.0378249 0.0323213 0.0865434
threshold=85.613949164150014 61.917879202350001 43.968221017800005 -0.15684499999999998 41.792045663550006 42.801286935650005 61.907125369850007 0.090640000000000012 39.945535567850008 60.990361147350008 39.268993001500007 59.74022811670001 35.818873074050011 85.807518149550006 61.960894532450006 42.448133449100006 40.621691032550004 86.001087134900004 40.305698932850007 95.002044955650021 40.823855932350007 -0.090694999999999998 42.737166331000005 86.232294534150014 -0.082885 97.483491810050012 97.900202820250016 -0.50001499999999999 0.08079500000000002 0.082620000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 8 6 7 -6 10 -10 11 12 -1 14 -2 -16 18 22 -15 -20 21 -19 -18 24 -22 27 -27 -25 -29 -30
right_child=13 2 -4 -5 5 -7 -8 -9 9 -11 -12 -13 -14 16 15 -17 17 20 19 -21 23 -23 -24 25 -26 26 -28 28 29 -31
leaf_value=-0.0063963677711037312 -0.022595897706291952 0.022442520042084451 0.026134204438487352 -0.10125393728587195 0.077291806329321491 -0.002210860644112449 0.10068473663444262 -0.038529973333571298 0.027779482467730016 -0.10216672591518479 0.051287169124855828 0.013305947542812634 -0.10084373430819094 0.0003704797047627113 0.04952093032965061 -0.015287311433277521 -0.10130307538714156 0.0010236850043570782 0.062933566674509875 -0.0072698876548588851 0.066864945583611682 -0.075261006953394952 -0.0074360418418517706 -0.072192310007021684 -0.002353297096871937 0.071656050448342487 -0.0013782887864394872 0.016851972677835055 -0.077753517905934266 -0.0048611670233361312
leaf_weight=0.037605325106627729 0.2460735733616265 0.022319489767511413 0.052908040137481294 0.10547678325505316 0.03156659602319678 0.32199161586124347 0.055231804959475994 0.027873053287294169 0.059831865488945368 0.065643344365525991 0.054652540042297915 0.19042262534686216 0.047714301499581779 3.1876287373373233 0.37227620625344571 0.20748935349240583 0.082705841927804502 0.12904486227341749 0.23032728937323543 0.12062967042946759 0.16848121091607027 0.13044335948346475 0.059351930038246792 0.086081532970219476 0.26816108329512633 0.19484802110855504 0.98889667791098779 0.55887443435353734 0.17413982312609766 2.5192478162818936
leaf_count=42 33 20 13 124 39 156 3 11 32 8 7 41 27 891 30 35 35 21 34 37 18 27 13 27 31 26 571 202 19 327
internal_value=-6.41688e-05 -0.00684031 -0.048678 -0.0796505 0.00163024 0.014233 0.0604064 0.0229795 -0.0104415 -0.0402029 0.000861096 -0.00913343 -0.0592153 0.00068366 0.0117496 0.026327 -0.000343288 -0.00333083 0.00418227 0.0388035 -0.00173133 -0.0373242 -0.0620853 0.000131228 0.024355 -0.00220776 0.0106434 -0.00676466 -0.00503291 -0.00957399
internal_weight=10.7979 1.07324 0.180704 0.127796 0.892533 0.436663 0.114671 0.0594396 0.45587 0.125475 0.330395 0.275742 0.0853196 9.7247 0.825839 0.579766 8.89886 5.36028 3.53859 0.350957 5.21822 0.259488 0.142058 4.95873 0.436642 4.52209 1.18374 3.33834 3.25226 2.69339
internal_count=2900 523 157 144 366 209 53 50 157 40 117 110 69 2377 98 65 2279 1317 962 71 1269 48 48 1221 49 1172 597 575 548 346
is_linear=0
shrinkage=0.1


Tree=505
num_leaves=31
num_cat=0
split_feature=1 1 1 1 0 0 2 3 3 3 0 1 3 4 1 3 3 1 0 4 4 2 2 3 3 2 2 1 2 0
split_gain=0.00583191 0.0283047 0.0178934 0.0364845 0.0318745 0.0958535 0.0254695 0.025941 0.0154515 0.0196468 0.0292495 0.0427419 0.0190258 0.0496352 0.0361074 0.0214703 0.0353335 0.0377063 0.0307795 0.0712611 0.052122 0.0321492 0.050511 0.044512 0.0437627 0.0532291 0.0792738 0.0851007 0.0667063 0.0815214
threshold=69.873026810350026 70.085415002650009 66.318885161900013 66.697957758300021 90.337570099350003 92.031298721500022 -0.10098 0.07950500000000002 0.43162500000000009 0.11614000000000002 86.692020874450009 61.966271448700006 0.10790500000000001 41.468518788800004 65.630639880500027 0.10236000000000002 0.10133000000000002 62.55235532115001 86.780739992750014 42.487106141350004 41.468518788800004 -0.14380499999999999 -0.12835499999999997 0.083795000000000022 0.097615000000000021 -0.084239999999999995 -0.082509999999999986 62.154463517850012 -0.065399999999999986 86.388225105700016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 -4 -5 -6 -7 -8 9 12 11 -11 14 -14 15 16 17 18 21 20 -20 23 -23 -1 25 -24 -27 28 -28 -30
right_child=1 -3 3 4 5 6 7 -9 -10 10 -12 -13 13 -15 -16 -17 -18 -19 19 -21 -22 22 24 -25 -26 26 27 -29 29 -31
leaf_value=-0.0022780241344115063 -0.045126294270576489 -0.00148760720440759 0.047941309535529039 0.060423988029652459 -0.08226959276809892 0.040384976926256658 0.023794325654654176 -0.031971417661016167 0.034487535600460847 -0.0076634412764158277 0.01937663833438685 -0.1014182896652282 0.062440966761499496 -0.020604650354622233 -0.046922451536480989 -0.019085841290348477 0.057158723534965331 0.020526227820098546 -0.0083216526730812701 0.010930705800020819 -0.071428134840750321 0.064152336516837868 -0.023492860470507616 -0.068687355429733019 0.044051496731404932 0.075347345452291756 -0.033022443267740613 0.075961353471764387 -0.0027495223316611464 0.092782346023212933
leaf_weight=0.35036840677066328 0.15577816650329657 3.2405766901065851 0.23987813037820138 0.086555247555224923 0.12724106905177734 0.22011266916047134 0.17084924643859267 0.16300059630884789 0.12407125148456533 0.1122223895006299 0.094312004803214222 0.085804671099822372 0.1598163678718264 0.13093540798490721 0.16750358671743004 0.52087138885872253 0.11453094397438679 0.81658929261984425 0.23616801312891755 0.44674532960925717 0.293571962043643 0.14350517342973024 0.72400436568330007 0.14176875712257697 0.23443919903365884 0.16347719428088736 0.54055987168476372 0.13577884112601157 0.45095486905831628 0.11138949428277556
leaf_count=193 24 1575 34 17 47 51 18 27 15 23 12 39 22 25 39 54 15 161 25 33 21 15 112 27 21 12 51 7 173 12
internal_value=-6.53497e-05 -0.00348915 0.00152606 0.013899 0.00326283 -0.00400019 0.0139777 -0.00343303 -0.000453093 -0.0011551 -0.0264581 -0.0482872 0.000102262 0.0250427 -0.00119444 0.000217536 0.00226788 0.000955229 -0.00306756 -0.0184861 -0.0432941 0.00195737 0.00654949 -0.0214084 0.00304771 -0.00147352 0.00989614 0.00125811 -0.00793862 0.0161735
internal_weight=10.7034 3.39635 7.30703 1.00764 0.767759 0.681204 0.553963 0.33385 6.29939 6.17532 0.292339 0.198027 5.88298 0.290752 5.59223 5.42472 4.90385 4.78932 3.97273 0.976485 0.52974 2.99625 2.50411 0.492137 2.3606 2.12616 1.40216 1.23868 1.1029 0.562344
internal_count=2900 1599 1301 194 160 143 96 45 1107 1092 74 62 1018 47 971 932 878 863 702 79 46 623 403 220 388 367 255 243 236 185
is_linear=0
shrinkage=0.1


Tree=506
num_leaves=31
num_cat=0
split_feature=4 3 3 2 2 0 3 2 1 1 3 2 1 0 4 0 4 0 2 3 4 2 0 3 3 2 4 1 4 4
split_gain=0.00520743 0.0185889 0.0381143 0.0293892 0.0384601 0.030223 0.0321526 0.0243851 0.0230298 0.016045 0.0193585 0.0151039 0.0148128 0.0356367 0.0274597 0.0219237 0.0183555 0.0301933 0.0274176 0.0250275 0.0214006 0.0236915 0.0166821 0.0285202 0.0287051 0.0159629 0.0153199 0.0147088 0.0145023 0.0676587
threshold=43.411469133450005 0.082325000000000023 0.081550000000000025 -0.097799999999999984 -0.030145000000000002 86.866770652900016 0.087725000000000011 -0.117115 68.321786469100019 83.715897724050009 -0.22253999999999999 0.20981000000000005 76.919475570250015 97.835679825150024 43.245737185650007 99.642323688800005 38.703421923500009 100.37896121655002 0.11529000000000002 0.096845000000000028 41.24714903835001 -0.081844999999999987 98.201310130900012 0.11308000000000003 0.088670000000000013 -0.59967499999999996 43.147345722250009 70.402653062050021 41.558544840500012 41.532441862050007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 7 5 -5 -7 8 -3 12 -11 -12 14 -14 22 -15 18 -18 25 20 21 -19 26 24 -24 -17 28 -6 29 -1
right_child=1 3 -4 4 27 6 -8 -9 -10 10 11 -13 13 15 -16 16 17 19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00040887510568814406 -0.00012799509602244363 0.048206376815954202 -0.10195382103183055 0.075009321050694952 -0.0025455077819399249 -0.014046983697151112 0.063370103010532489 -0.056772045688053975 -0.028375549146114599 0.035609213165107088 -0.10037016055904671 -0.0011547597222210907 0.068911907957047228 -0.036573322851288226 -0.045488250575264233 0.032313282143333476 0.061517670281832228 -0.0080543653763830627 0.026074169398295256 -0.038538127161241012 -0.010591727776268102 0.061618093996178916 0.0026078556433869514 0.015390727934220364 -0.1015175574989453 -0.10077640985155206 0.032118973757009187 -0.10039816433234212 -0.0067571662743956418 0.075546868546323628
leaf_weight=4.7618531414417724 0.71653572476558369 0.081664275632647332 0.038747530281625586 0.17412881702784944 0.041744030654655262 0.12496099672898708 0.0940024341471144 0.078793869152377738 0.075638437593745778 0.023978510747269866 0.047680732250608648 0.022624317267413208 0.096884400429538498 0.11087171920769379 0.14179612170937606 0.011230975790567754 0.12653523810331535 0.07334775420213191 0.051845781229729937 0.097777629505799268 0.1512722522510046 0.14586319904742595 0.042340841669385898 0.080492017150390893 0.070657398660387116 0.045614329196816072 0.14245733087736301 0.024305675463194731 2.7707203617688414 0.12293469182623074
leaf_count=837 513 22 12 17 25 30 23 17 38 52 297 41 22 37 35 5 16 25 28 28 44 34 30 16 30 79 25 62 452 8
internal_value=-5.68914e-05 0.00550932 -0.00535186 0.0173085 0.032052 0.0439157 0.0191887 -0.0113633 0.0113822 -0.00094037 -0.0419797 -0.0684424 -0.00051256 0.0115778 -0.00186716 0.0047568 0.0112706 0.0181756 -0.0265165 0.00646358 0.0183404 0.0383058 -0.00109317 -0.0300982 -0.0625014 -0.0744818 -0.000373469 -0.0385544 -0.000978104 0.00229986
internal_weight=10.5893 1.45052 0.755283 0.695239 0.459142 0.393092 0.218963 0.236097 0.157303 9.13878 0.0942836 0.070305 9.0445 0.911243 8.13325 0.814359 0.703487 0.594796 0.108691 0.468261 0.370483 0.219211 7.99146 0.19349 0.112998 0.0568453 7.79797 0.0660497 7.65551 4.88479
internal_count=2900 759 525 234 157 70 53 77 60 2141 390 338 1751 318 1433 296 259 147 112 131 103 59 1398 76 60 84 1322 87 1297 845
is_linear=0
shrinkage=0.1


Tree=507
num_leaves=31
num_cat=0
split_feature=0 0 0 4 4 4 4 4 4 4 2 1 4 1 0 0 3 2 4 0 0 3 3 2 3 0 1 0 3 2
split_gain=0.00572648 0.0269435 0.0158181 0.0171821 0.0515184 0.0509717 0.0336356 0.0225686 0.026988 0.0612739 0.0230843 0.0246183 0.0345106 0.0463335 0.0278052 0.0268613 0.0222849 0.0419849 0.0361996 0.0298152 0.0177277 0.0125406 0.0243844 0.0118531 0.00936287 0.0192611 0.0367788 0.0282756 0.0174028 0.0163845
threshold=85.716110573100011 85.775256651950016 85.694602908050015 42.508878681700004 42.280042771400005 42.773538294100007 43.022303514600004 42.072181850200003 41.558544840500012 41.532441862050007 0.20327000000000003 61.767325547050007 38.115457128050004 60.474177186300004 85.678472159250006 83.680947768350009 0.08594000000000003 -0.088099999999999998 48.680511450650009 85.253695774650012 71.249517373150013 0.25847000000000003 0.43162500000000009 -0.14869999999999997 -0.2485 86.162394622750014 62.095317438950012 87.735142629050017 -0.24637000000000001 -0.02852
decision_type=2 2 2 2 2 2 2 2 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 7 -5 -7 8 9 10 11 12 13 23 -13 -14 17 18 20 -18 -8 24 -23 -1 25 -3 -27 -28 -26 -29
right_child=1 21 -4 5 -6 6 16 -9 -10 -11 -12 14 15 -15 -16 -17 19 -19 -20 -21 -22 22 -24 -25 28 26 27 29 -30 -31
leaf_value=0.032832139822159261 0.031241977127623388 -0.072131670103506323 -0.048684846530439606 0.074910351880209891 -0.10211533904495403 -0.10196866797482732 0.022733295002221477 0.058005083829796855 -0.055277789109666901 0.1011570942060567 0.048286362373681925 -0.087165048557355268 0.0087273125064173483 0.090865772210244486 0.024170682745058431 -0.071575049770303587 0.021220181926495333 0.07442967652443451 0.016196205601677206 -0.1011362922708034 -0.10121001486833747 -0.064902927399209762 0.0033009122357867213 -0.061068697385231199 0.054462714117189927 0.098487432395357372 -0.10135678542521254 0.014253830338678339 0.00072361489952366229 -0.050949407402978333
leaf_weight=0.020190298020288711 0.28272625905810755 0.051980814081613924 0.081916446324612369 0.099308328271092705 0.059973855029141987 0.032679044855726147 0.015178716272796322 0.051792334194487921 0.1116453517813909 0.052677417173981667 0.055014278838257269 0.088922226696100726 0.076476651107441285 0.06750023708207209 0.02999892202205956 0.091486080199047137 0.037367824783643755 0.087167825595606985 0.18346710690821055 0.042640329945697886 0.048138745295410956 0.086868711738020465 0.1321846343049885 0.040225798049503658 0.060703336309582023 0.030094147601630539 0.035336723321790942 0.1377350147766947 8.2767429512855397 0.053511026600361333
leaf_count=37 25 8 12 25 24 26 39 16 48 2 13 79 27 15 4 17 21 49 36 22 43 34 37 25 24 5 11 90 2042 44
internal_value=-5.18236e-05 0.000852239 -0.00607195 -0.00336986 -0.0132364 0.0101104 -0.00429762 -0.00546534 -0.0106492 -0.00111304 -0.01258 -0.0206526 -0.00520777 0.033927 -0.0590796 -0.0350118 0.00341277 0.0147694 -0.00630343 -0.0439897 -0.0714978 -0.000116946 -0.0237463 -0.0296882 0.000481715 -0.0166213 -0.00537962 -0.019175 0.00111488 -0.00399017
internal_weight=10.5217 9.14788 1.37377 1.29185 0.745903 0.545948 0.44664 0.68593 0.634137 0.522492 0.469814 0.4148 0.295879 0.127916 0.118921 0.167963 0.413961 0.333952 0.246785 0.0800082 0.0633175 8.86516 0.219053 0.0604161 8.6461 0.308658 0.256677 0.226583 8.33745 0.191246
internal_count=2900 2320 580 568 307 261 236 283 267 219 217 204 121 77 83 44 210 167 118 43 82 2295 71 62 2224 158 150 145 2066 134
is_linear=0
shrinkage=0.1


Tree=508
num_leaves=31
num_cat=0
split_feature=0 0 0 1 4 2 2 4 4 4 2 3 3 2 1 3 2 3 2 0 1 2 3 4 4 2 3 2 4 4
split_gain=0.00521455 0.00700158 0.012177 0.00711055 0.0140112 0.0168742 0.00663135 0.0063033 0.0234897 0.019401 0.0295453 0.0162638 0.0292999 0.0388395 0.0137606 0.0505017 0.0470768 0.0265951 0.03438 0.0373161 0.0516927 0.0351317 0.0253919 0.0241048 0.0221747 0.0198691 0.0218156 0.027362 0.0134755 0.0214033
threshold=113.28087178455002 122.45926784190002 119.78425200215001 93.464246905050018 46.177190236600005 -0.16080999999999998 0.68694500000000025 43.19689381845 43.245737185650007 43.082598263550004 -0.079824999999999993 0.096845000000000028 0.090865000000000015 -0.24103499999999997 62.197478847950002 0.083415000000000031 -0.088099999999999998 0.088005000000000014 -0.08756499999999999 96.249489528150022 78.285212300550015 -0.031989999999999998 0.074640000000000026 48.680511450650009 44.611732354850012 -0.092289999999999997 0.074640000000000026 -0.15895000000000001 43.022303514600004 42.898324343550009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 -2 7 9 -9 28 -11 12 13 -10 15 16 23 18 19 24 -21 -20 -23 -15 -16 26 -22 -28 29 -1
right_child=1 -3 -4 -5 -6 -7 -8 8 11 10 -12 -13 -14 14 17 -17 -18 -19 21 20 25 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00060835216144481828 0.09340085279580318 -0.10027506621504062 0.080252480747817601 0.044671325989758259 -0.10074683375376159 -0.10034277052488412 0.028035768212523911 0.055008925760426312 -0.10062665362191586 -0.083717870798258376 0.016411839720904212 -0.041322018869566823 0.049387512089727442 -0.053412464698672169 0.073093119336302789 -0.055176307718032939 0.059007467194072918 0.071389675386766868 -0.09221463764450849 -0.10134391552931671 0.052992927355583266 -0.075934472838128694 0.043475596360926606 0.0090384235939421926 0.014969938090765304 0.086362826922044264 0.032599630786559787 -0.1006128942075937 0.026684602070476848 -0.047140868800922685
leaf_weight=8.3146179732428642 0.011010158747062349 0.010939344726845796 0.011347219347735749 0.0094357501169399782 0.024559457406589047 0.0075973852639069353 0.08449931518453091 0.091131040522669404 0.036895626435014983 0.069070076236158684 0.051397633785257635 0.079419974264055671 0.13553129269780573 0.096154217222533589 0.13285619034286311 0.1617826151123154 0.13546645672967372 0.070369437542041169 0.062799286818744804 0.049807550355524199 0.041082412135437618 0.025715521322354551 0.057911133132163783 0.17301519278771593 0.12973513200574871 0.032208231627010253 0.027958205268077574 0.034379371223451916 0.17745018853779804 0.1000370356299215
leaf_count=1767 17 129 40 55 22 41 33 11 111 33 20 38 37 33 27 25 37 17 23 32 13 26 46 37 80 7 13 69 21 40
internal_value=-5.36768e-05 -0.0263464 -0.0137001 -0.0339671 -0.0511565 0.0142961 0.000136179 -9.29984e-05 0.00573051 -0.00114521 -0.0409975 0.00270251 0.00519343 0.000470214 0.0034997 -0.00795363 0.0109271 0.0132578 0.0063763 0.0201247 -0.0142184 -0.0356903 0.00675654 -0.0132706 0.0443769 0.0177772 -0.00358251 -0.0408675 -0.000586452 -0.00116155
internal_weight=10.4462 0.0748893 0.06395 0.0526028 0.043167 0.0186075 10.3713 10.2868 1.57422 8.71257 0.120468 1.48309 1.40367 1.26814 1.23124 0.566418 0.404636 0.664822 0.594453 0.448027 0.185436 0.146426 0.0836267 0.269169 0.262591 0.135628 0.10342 0.0623376 8.59211 8.41466
internal_count=2900 304 175 135 80 58 2596 2563 682 1881 53 671 633 596 485 132 107 353 336 241 134 95 72 70 107 102 95 82 1828 1807
is_linear=0
shrinkage=0.1


Tree=509
num_leaves=31
num_cat=0
split_feature=4 3 3 1 2 1 0 3 3 3 3 0 1 1 1 1 3 3 2 2 2 1 3 0 3 3 2 3 4 0
split_gain=0.00514778 0.0250053 0.0157795 0.019089 0.0157724 0.0113481 0.0112984 0.0106475 0.00993328 0.0088869 0.0222469 0.0184449 0.0387153 0.0363681 0.0238338 0.0182805 0.0168497 0.0347193 0.0223771 0.0154564 0.0239079 0.0218054 0.0135875 0.0263155 0.0169343 0.0153629 0.0220255 0.0282881 0.0156588 0.0127018
threshold=49.275256100300005 -0.25095999999999996 -0.24299499999999999 64.84561010645001 -0.22699 86.858705278550005 104.15624488985002 0.075065000000000021 0.07933500000000003 -0.10585499999999999 -0.23958499999999999 73.989056208100024 61.998532946250002 63.910026677050006 68.214248143850014 70.574714382400018 -0.087385000000000004 -0.093074999999999991 -0.024989999999999998 -0.036264999999999999 -0.088329999999999992 78.285212300550015 -0.24637000000000001 86.345209775600011 -0.2485 -0.25276999999999999 -0.23557500000000001 -0.25765499999999997 48.919835655300012 86.597924839850023
decision_type=2 2 2 2 2 2 2 2 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 -6 -7 -8 -9 10 22 -12 -13 -14 -15 -16 17 18 -11 20 21 -17 24 -24 25 26 -1 28 29 -28
right_child=1 2 3 4 5 6 7 8 -10 16 11 12 13 14 15 19 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.073675284848561687 -0.10109989863042852 0.10049436875422778 -0.10134572468213432 0.077626324884712439 -0.10019094890031202 0.096856423354218041 0.034362196331701532 -0.10056580120827106 0.011313148127105002 -0.039744424618374879 0.08454538265276311 -0.05970878361048635 0.10035125254745686 -0.034771818686825287 0.077291239597204062 -0.06304520147282687 -0.00023032089729288537 -0.10149306520631494 0.060945847046940643 -0.039271229059068824 0.071035651256606713 0.038771904391108808 -0.10148161802299847 0.022709755017067394 0.052138284904909654 -0.037969797588961331 -0.045522726045025629 0.081968239570504017 0.055519722192437108 0.0076185067701448998
leaf_weight=0.031654620861704785 0.029448019896051392 0.014139327220618725 0.019674906236104905 0.023762827076666326 0.013119517308410877 0.010484017966518877 0.024001586010513165 0.018835908185394601 0.013713728855878848 0.053372631772382384 0.046073696246188289 0.055986366679007915 0.06070899248720707 0.071945588675568217 0.062725874090574507 0.037960186765417347 9.0238564040199449 0.050508593215964015 0.037634476327596644 0.041066613945616837 0.074173107510432601 0.047173122286991997 0.038439557272795355 0.030679413662710431 0.057188764271927539 0.11012872635399162 0.072462551456807134 0.050682958392826549 0.041076191671891138 0.11858555894860956
leaf_count=68 15 1 9 15 89 6 20 39 25 36 40 26 8 32 13 26 2045 33 15 32 10 24 9 36 24 30 77 16 6 75
internal_value=-5.43881e-05 -0.0174601 0.000422619 -0.0110259 0.00607455 -0.0151378 0.001508 -0.0161686 -0.0534293 0.000230502 0.00895062 0.0242724 0.0181251 0.029136 0.0162321 0.0301793 -0.000767263 -0.0350058 0.00189436 0.0154311 0.0295325 -0.00662744 -0.00489475 -0.0463576 0.00105376 -0.0058269 0.00542998 0.0142842 -0.000494172 -0.0125374
internal_weight=10.3813 0.16718 0.137732 0.123592 0.103918 0.0801548 0.0670352 0.0565512 0.0325496 10.2141 1.04871 0.497814 0.45174 0.395753 0.335044 0.263099 9.16537 0.141516 0.0910071 0.200373 0.159306 0.0851333 0.550898 0.069119 0.481779 0.424591 0.314462 0.282807 0.232124 0.191048
internal_count=2900 219 204 203 194 179 90 84 64 2681 552 211 171 145 137 105 2129 84 51 92 60 50 341 45 296 272 242 174 158 152
is_linear=0
shrinkage=0.1


Tree=510
num_leaves=31
num_cat=0
split_feature=1 0 3 2 2 0 0 3 0 0 3 2 0 2 2 4 3 1 2 1 1 1 1 4 2 1 2 1 1 2
split_gain=0.0052448 0.0245735 0.0387118 0.0379749 0.0563404 0.0254177 0.0221954 0.0698577 0.0212035 0.0278936 0.0492402 0.0191236 0.0154618 0.038905 0.0734725 0.065703 0.0403907 0.0401668 0.0606343 0.051652 0.0255564 0.0363443 0.0343432 0.0293772 0.0274125 0.0688546 0.0713313 0.0553172 0.039137 0.0606961
threshold=69.873026810350026 93.867515624600017 -0.10585499999999999 -0.060760000000000002 -0.037524999999999996 93.910530954700008 94.550383989750017 0.09117500000000002 94.832672093450014 95.141844778450022 -0.04931 -0.079824999999999993 89.057864029250013 -0.083794999999999994 -0.088329999999999992 40.21994457600001 0.082055000000000017 65.966697146800016 -0.12835499999999997 68.214248143850014 64.221887820150016 62.55235532115001 64.654729579150015 47.001379125850008 -0.079074999999999993 62.106071271500007 -0.044409999999999998 62.079186690200011 62.116825104000007 -0.082314999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 -2 -4 -5 -3 7 -7 11 10 -10 -8 20 14 17 -15 -17 -14 19 -19 21 24 -22 -24 28 27 -27 -26 29 -1
right_child=1 5 3 4 -6 6 8 -9 9 -11 -12 -13 13 15 -16 16 -18 18 -20 -21 22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.0029785934285535337 0.039726042760086712 0.056513420624704519 -0.10221736292068634 0.085032315016038473 -0.10090638085234048 -0.097693671412134087 -0.0011595235404398844 0.018839443407146602 0.038586312933937376 -0.00050053165632820394 -0.10142044690204205 0.05891361763816632 -0.01412783031858679 0.015002474630743036 0.09591474562249247 0.0062620218403155528 -0.066143430147442658 -0.051752416880447794 0.06491400522891469 0.037007948685604815 0.078952842414729274 -0.041207230310993749 -0.047331955598935993 0.057040674781753814 0.0050896447105831522 0.083992069993354054 0.0028422060624607561 -0.050781682885682744 -0.032323374619659818 -0.066044820206382721
leaf_weight=1.9209910990696919 0.050383683356983511 0.074732700653840189 0.092419096934328593 0.034561589825898409 0.030834730517753761 0.094242217967988373 0.10155557778307411 0.11326932927003952 0.038839158026348741 2.4923327635298431 0.071116214078984163 0.11081511845168313 0.3369793660385767 0.57168111274995659 0.12131433840841055 0.11895503286359599 0.2186722715877778 0.12031699586532341 0.25568187210592441 0.14406135879335125 0.091223835556433985 0.23438274936702086 0.064760357529351609 0.046209903048293199 1.4873594534260517 0.215058688307181 0.21824072755407531 0.20117633340487362 0.51922094318615553 0.13644869849304098
leaf_count=421 23 9 35 4 39 57 25 34 15 1301 39 18 45 72 6 30 43 35 41 32 25 46 52 8 299 13 32 16 58 27
internal_value=-4.87772e-05 -0.00333367 -0.0365893 -0.0609535 -0.00263882 -0.00109795 -0.00252257 -0.0340845 -0.000195657 -0.00267513 -0.0519663 0.0301867 0.00149719 0.00923624 0.0230766 -0.00565507 -0.0406331 0.0127663 0.0301928 -0.00338636 -0.0013477 -0.00277597 0.0334975 -0.00386942 -0.000858846 0.00755835 0.0431192 -0.001567 -0.00779026 -0.00159902
internal_weight=10.3278 3.3051 0.208199 0.157815 0.0653963 3.0969 3.02217 0.207512 2.81466 2.60229 0.109955 0.212371 7.02274 1.88766 0.978354 0.909308 0.337627 0.85704 0.52006 0.264378 5.13507 4.93288 0.202194 0.11097 4.6985 2.12184 0.433299 1.68854 2.57666 2.05744
internal_count=2900 1599 101 78 43 1498 1489 91 1398 1355 54 43 1301 304 159 145 73 153 108 67 997 912 85 60 866 360 45 315 506 448
is_linear=0
shrinkage=0.1


Tree=511
num_leaves=31
num_cat=0
split_feature=4 2 2 4 1 2 3 1 2 3 1 2 0 4 1 1 2 2 0 1 0 3 4 4 1 1 2 3 3 3
split_gain=0.00534353 0.0221771 0.032398 0.0186202 0.0126246 0.00692829 0.050825 0.0397141 0.0230439 0.0228093 0.0427065 0.0214337 0.0165418 0.0154048 0.0105392 0.0368306 0.0200331 0.0226653 0.0263113 0.0153324 0.010697 0.0135798 0.00888785 0.0156058 0.00886647 0.0540898 0.0533479 0.0432002 0.0360315 0.0431492
threshold=33.96174662340001 0.15973500000000004 -0.117115 34.542090938800008 77.52437864960001 0.20327000000000003 0.094415000000000013 75.465019721650009 0.17273000000000005 -0.11050499999999999 77.52437864960001 0.24816000000000005 91.410264893400026 40.21994457600001 61.82916008405001 61.767325547050007 -0.013805 -0.040019999999999993 84.280473931450004 54.927888063200008 71.144667506050013 -0.15959999999999999 39.468990633150007 42.233786329550007 62.009286778800011 62.014663695050011 -0.095019999999999993 0.083415000000000031 0.091545000000000029 0.10461500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 -1 8 9 -8 14 13 12 -12 -11 -7 15 16 17 18 20 -18 21 -5 -22 -24 26 -26 -16 -28 -29 -30
right_child=3 -3 -4 5 -6 6 7 -9 -10 10 11 -13 -14 -15 24 -17 19 -19 -20 -21 22 -23 23 -25 25 -27 27 28 29 -31
leaf_value=-0.1007404635615919 0.050161518034476306 -0.081813867466303258 0.048199449001818308 -0.1010745946594883 0.030167888672564137 0.056193236782780931 0.096451115751691754 -0.0070982016861558224 -0.039648729611537148 -0.029479457937577905 0.072112049796040231 -0.028809495973538091 -0.10153476103816338 -0.019218565637593721 -0.036158018161860102 -0.088287584144998266 0.043750267198389467 0.06170197998152073 -0.049277768273110888 -0.10094743988176083 -0.013553686403402099 0.010450565725388376 0.066024921576519388 0.0074023867499498439 -0.077894362821851235 0.00028257482999805212 0.047104653257029616 -0.018875374899837906 0.040785111589809457 -0.013783094297896962
leaf_weight=0.028782647684133966 0.074131422746968378 0.040599929357907016 0.065451103581552816 0.019897403313393625 0.0099010041046310171 0.06622570939975958 0.099592337003286957 0.058968494481518974 0.14977836164314418 0.061299059716361515 0.044816822046414018 0.039672432624723974 0.066341768383779254 0.04583611015942779 0.23625270990351044 0.05831080162897706 0.0093106744721688228 0.054241579921949779 0.11059765541267552 0.034301786933610856 0.092688467178049905 0.024193729328068514 0.061996088094019797 0.16974311974153267 0.089623521973180575 7.0786940569561034 0.32489612029348691 0.38470132542860802 0.38285482537685311 0.23315644928447909
leaf_count=61 36 49 62 27 44 24 24 27 31 17 8 38 32 22 50 7 65 11 22 27 32 28 22 54 15 1911 37 47 33 37
internal_value=-4.55183e-05 -0.0191234 0.00531832 0.000228627 -0.0672347 -0.000141607 0.0115454 0.0579413 -0.000734545 -0.0111466 -0.0304255 0.0247237 -0.0669305 0.0253479 -0.000112205 -0.0125478 -0.0048933 0.000435063 -0.00650107 -0.0700564 0.00633682 -0.0398784 0.0126177 0.0230854 0.000792717 -0.00069485 0.00762005 0.0154223 0.00513612 0.0201314
internal_weight=10.2169 0.144735 0.104135 10.0721 0.0386837 9.99799 0.482753 0.158561 9.51524 0.324192 0.21213 0.0844893 0.127641 0.112062 9.36546 0.635281 0.576971 0.533358 0.479116 0.0436125 0.368519 0.0440911 0.324428 0.231739 8.73018 7.16832 1.56186 1.32561 1.00071 0.616011
internal_count=2900 216 167 2684 105 2648 192 51 2456 141 95 46 49 46 2425 295 288 196 185 92 163 55 108 76 2130 1926 204 154 117 70
is_linear=0
shrinkage=0.1


Tree=512
num_leaves=31
num_cat=0
split_feature=1 0 4 1 0 3 3 2 4 1 1 4 2 2 1 3 2 1 1 2 2 2 0 3 0 0 2 2 3 1
split_gain=0.00541143 0.0371949 0.033017 0.0209577 0.0264698 0.050623 0.0489285 0.0414263 0.024133 0.0208482 0.0339879 0.0144307 0.0219228 0.0234964 0.0270077 0.0197452 0.0188035 0.0534335 0.0456583 0.112096 0.0635086 0.0557523 0.0345309 0.0519936 0.041846 0.0376957 0.0328381 0.0280783 0.0357873 0.022489
threshold=68.961639504150014 93.262612545250008 34.394321486900004 66.318885161900013 90.837623311600012 0.086655000000000024 0.083185000000000023 -0.11911999999999999 40.380906245900007 69.873026810350026 70.085415002650009 37.064694648750013 -0.117115 0.048530000000000011 72.026481772850005 0.11467000000000002 -0.079824999999999993 70.133807249000014 75.28220456885002 -0.096499999999999989 -0.101965 -0.14228499999999997 102.21786657775002 0.086355000000000029 97.550703263350016 98.201310130900012 -0.079074999999999993 -0.18126999999999999 -0.17732499999999998 80.677940036650014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 7 6 -6 -5 -7 -3 -11 12 -12 -14 -15 -16 17 -13 19 20 21 27 24 29 -20 -26 -18 28 -19 -24
right_child=1 9 -4 4 5 8 -8 -9 -10 10 11 16 13 14 15 -17 26 18 22 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00021872600074085169 0.027796903225408079 0.029822127146010676 -0.081476360378824539 -0.001464634144788966 -0.0030414746582246013 -0.0038538007646553361 0.097681438812507043 0.075348052061781023 -0.081675712450717253 -0.055479384864766348 0.031638431492614104 0.086794212388997372 -0.10072698018356384 0.069388147309878884 -0.10064476187724268 0.045229626242925522 0.072489411884166535 0.051087297618628451 -0.032523708793893172 -0.10196418387757805 0.051507963558953429 -0.10214065244037129 -0.10047302935435697 -0.10085003049711512 0.068636131136242562 0.011072405387635998 0.0056018042377249631 0.041759435133266007 -0.068008061845627049 0.0077827969818162791
leaf_weight=5.9428988286477518 0.037378030596301737 0.20504935072904151 0.10625354304130497 0.12541361751937075 0.13355159690831897 0.082457079571213399 0.075489787620256266 0.15951484424658691 0.077114034341889237 0.11913234035091624 0.043470922639624154 0.059188465587796224 0.053727526049088981 0.025470188600593247 0.032633882586222407 0.012965715831876556 0.078186983384512243 0.035353872625819349 0.14503579109376119 0.16506759586158615 0.13594100966656697 0.080358746407000581 0.021154453344458091 0.069931729312706636 0.16055194420187036 0.39034474217498882 1.1984239743680767 0.081348312819727653 0.088121634068670573 0.20661154445225094
leaf_count=1107 8 33 78 19 41 20 15 30 22 20 107 3 87 4 80 6 7 14 51 73 15 26 37 105 22 94 461 27 54 234
internal_value=-4.39705e-05 -0.00319099 -0.0530396 0.00165047 0.0186478 0.000953957 0.033332 0.0415383 -0.0414619 -0.00109014 -0.00306907 -0.00104443 -0.0295191 -0.0508222 -0.0130951 -0.0591671 0.00059892 -0.00648858 -0.00998344 -0.0321169 -0.00473884 -0.0315506 0.00307415 -0.0254287 0.0152667 0.0278486 0.00969839 -0.00385594 -0.0339083 -0.00227179
internal_weight=10.1481 3.5517 0.143632 6.59644 0.653541 0.368612 0.209041 0.284928 0.159571 3.40807 3.20302 3.08389 0.168268 0.124797 0.0710698 0.0455996 2.91562 1.63901 1.57982 0.586191 0.421124 0.285183 0.99363 0.297698 0.695932 0.550897 1.27661 0.204824 0.123476 0.227766
internal_count=2900 1646 86 1254 147 98 56 49 42 1560 1527 1507 284 177 90 86 1223 755 752 209 136 121 543 376 167 116 468 95 68 271
is_linear=0
shrinkage=0.1


Tree=513
num_leaves=31
num_cat=0
split_feature=0 0 0 4 4 4 4 1 2 4 4 4 4 2 1 3 3 4 4 1 1 4 0 2 0 2 1 0 1 0
split_gain=0.00504883 0.0254388 0.0131229 0.0144733 0.0476003 0.0444192 0.0184915 0.0361457 0.0213943 0.0218376 0.0180996 0.02338 0.0516329 0.0193008 0.0407984 0.0208916 0.0124908 0.0125674 0.00981982 0.0375073 0.0640441 0.0434752 0.0467469 0.0253968 0.0507128 0.0387935 0.10948 0.0357054 0.0629191 0.0501268
threshold=85.716110573100011 85.775256651950016 85.694602908050015 42.508878681700004 42.280042771400005 42.773538294100007 43.812290675100009 61.885617704800005 -0.088099999999999998 48.680511450650009 42.072181850200003 41.558544840500012 41.532441862050007 -0.093604999999999994 61.409760615700009 0.095290000000000027 -0.10778500000000001 39.468990633150007 43.022303514600004 62.132955852800002 62.197478847950002 43.061965423550006 88.576630023850015 -0.11808 85.939252597950016 -0.068524999999999989 62.154463517850012 86.780739992750014 62.55235532115001 92.464140480550014
decision_type=2 2 2 2 2 2 2 2 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 10 -5 7 -7 9 -8 11 12 13 14 16 -15 17 -1 23 -20 -21 -22 -23 24 -3 26 -25 -28 -29 -30
right_child=1 18 -4 5 -6 6 8 -9 -10 -11 -12 -13 -14 15 -16 -17 -18 -19 19 20 21 22 -24 25 -26 -27 27 28 29 -31
leaf_value=-0.0028318869677329125 0.030769018661578353 0.097413899331431714 -0.045766309115835999 0.071703560099683081 -0.10195366222017486 0.015257726763616863 -0.054147690336565218 -0.1008649522124912 0.061685478103285341 0.01367866583952624 0.053188091672359106 -0.052262211516625579 0.10100141262782505 -0.028509661113609155 -0.086328066711403986 0.030661739542722097 -0.025011950917720079 0.10038618533751327 0.03616504833828451 -0.10452719884999756 -0.1033069663899505 0.072717539496244113 0.00055180460038602391 -0.045388764395357169 0.006112312042299943 0.0036792933968874814 0.042253742739319186 -0.061225599230440443 0.023768755700567832 -0.011698322273281452
leaf_weight=0.025543203090254596 0.27436597979976696 0.063606644165700721 0.077711928392090956 0.093697847050435712 0.054986013193740746 0.056058524508443952 0.066018850104221372 0.051367920016161861 0.059642074651677035 0.16893993434496224 0.049343289628495768 0.10654267425388753 0.045398938469588757 0.09883732583580096 0.085349479746396728 0.15056746169381086 0.055595804148083516 0.021917538717389107 0.3439823549824722 0.057469576364382879 0.036320116581919137 0.10035761774587648 0.85016183748471708 0.76081975286069603 1.3966852223317192 2.7944646073109585 0.17407196179556228 0.18062030896544445 0.6145222593913785 1.1335517923684082
leaf_count=40 25 5 12 25 24 46 68 58 28 36 16 48 2 48 60 28 39 2 38 6 4 25 594 80 478 679 13 13 51 309
internal_value=-5.28286e-05 0.000798799 -0.00595265 -0.00335224 -0.0126732 0.00969837 -0.00475277 -0.0402685 0.00819806 -0.00537922 -0.00499176 -0.00985954 -0.000510201 -0.0110365 -0.0351938 0.00721254 0.00715455 0.0448346 -0.000167836 0.00752563 -0.00190784 0.0040683 0.0081712 -0.00166829 0.0100892 -0.00470279 -0.0128825 -0.0011212 -0.00503595 0.000769862
internal_weight=10.0485 8.781 1.26752 1.18981 0.694082 0.495725 0.402027 0.107426 0.294601 0.234959 0.639096 0.589752 0.48321 0.437811 0.188406 0.249405 0.103057 0.0474607 8.50663 1.38829 1.04431 0.98684 0.950519 7.11834 1.46029 5.65805 2.86359 2.10277 1.92869 1.74807
internal_count=2900 2320 580 568 307 261 236 104 132 104 283 267 219 217 141 76 81 42 2295 667 629 623 619 1628 483 1145 466 386 373 360
is_linear=0
shrinkage=0.1


Tree=514
num_leaves=31
num_cat=0
split_feature=3 3 4 3 0 3 3 4 3 3 2 3 3 2 2 0 1 3 4 0 1 1 2 0 2 1 4 2 4 2
split_gain=0.00496626 0.00966784 0.0209607 0.0112628 0.00964196 0.010703 0.00853332 0.016536 0.0159756 0.0292063 0.0173572 0.0141142 0.0220962 0.0283102 0.0241226 0.0171648 0.0279868 0.014566 0.0461736 0.0220751 0.0130748 0.028705 0.0153845 0.0123915 0.0302125 0.0266628 0.0109068 0.0136993 0.0338191 0.0418247
threshold=-0.25765499999999997 -0.54481999999999997 39.530201452500002 -0.57253499999999991 93.063666643600016 -0.27430499999999997 -0.10585499999999999 48.919835655300012 -0.087385000000000004 -0.093074999999999991 -0.024989999999999998 -0.23958499999999999 -0.25276999999999999 -0.079824999999999993 -0.16717499999999999 88.576630023850015 68.214248143850014 -0.21013499999999999 40.259171735100004 105.70748523110002 60.474177186300004 57.960468834350003 -0.11911999999999999 87.181320254150009 -0.23155499999999998 62.046925192600007 33.680680957850008 0.20327000000000003 38.175120519550006 0.22542000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -3 -6 7 11 9 10 -8 12 -2 14 -14 23 -17 -18 -19 -20 21 22 -10 24 -13 -26 -22 -28 -29 -30
right_child=6 2 -4 -5 5 -7 8 -9 20 -11 -12 15 13 -15 -16 16 17 18 19 -21 26 -23 -24 -25 25 -27 27 28 29 -31
leaf_value=-0.03902627921257322 0.053182006152357408 0.029716958305717474 -0.061128859038177052 0.044469286171048776 -0.10120394261074717 0.020528786816117264 -0.037704268136191682 -0.031522405360771118 -0.040824017922143005 -0.10131306737417292 0.053775714494420347 0.084228611091292926 0.00025309284627247328 0.013716715619776228 -0.10126298688523311 -0.042755776959176525 0.057096781035702371 0.069032920726298283 -0.10079803975169846 0.0097562924233952526 -0.03724510753283846 -0.08659556769083844 0.030290945508574307 0.10057597117849092 -0.1013745927867009 0.056592548213226561 2.2116522568853264e-05 0.068118967728720045 0.067015880940939729 -0.029110989098662866
leaf_weight=0.02417421820568677 0.056736208529827081 0.061618852814414704 0.088219361664567231 0.048703527876909902 0.014435951217762977 0.014454330673629556 0.052429364183660176 0.085622817573664634 0.053094465654424994 0.04430055200412919 0.034316348555051945 0.055600848749747911 0.040844192621932507 0.13025193177782057 0.054830107586155918 0.070231973038517026 0.10443524949806715 0.06447913162512009 0.037359676655114527 0.03496522255510115 0.075944092244344286 0.055454889888935099 0.071232620702972649 0.041761397384107113 0.022834449910205445 0.020081827098547222 8.1738303438342879 0.10357018246338601 0.063784103769648937 0.15587983980880882
leaf_count=36 21 37 90 24 19 22 38 49 28 33 17 25 38 40 19 20 36 21 25 16 107 45 30 3 40 17 1868 28 14 94
internal_value=-5.3879e-05 -0.0139245 -0.0264416 0.016773 0.00736809 -0.0402989 0.000305764 0.0100662 -0.00059519 -0.035252 -0.00151506 0.0149149 -0.00261071 -0.0166218 -0.0579249 0.0258808 0.0127993 0.0289731 0.00750366 -0.0473509 -7.63091e-05 -0.0267656 -7.90333e-05 0.0549266 0.0355759 -0.027457 0.000483384 0.00082059 0.0210121 -0.00119851
internal_weight=9.95548 0.251606 0.178728 0.0728777 0.0905091 0.0288903 9.70387 0.820035 8.88384 0.131046 0.0867457 0.734412 0.282662 0.225926 0.0956743 0.45175 0.311471 0.241239 0.136804 0.0723249 8.75279 0.179782 0.124327 0.140279 0.0985171 0.0429163 8.57301 8.49706 0.323234 0.219664
internal_count=2900 228 168 60 78 41 2672 370 2302 88 55 321 118 97 57 203 118 98 62 41 2214 103 58 85 82 57 2111 2004 136 108
is_linear=0
shrinkage=0.1


Tree=515
num_leaves=31
num_cat=0
split_feature=1 1 3 3 0 0 1 4 2 2 3 3 4 4 3 3 2 2 4 4 3 3 3 0 0 1 0 4 1 4
split_gain=0.00484684 0.0318644 0.0195762 0.0258747 0.0237576 0.0176783 0.0299011 0.0195422 0.0135124 0.0117129 0.0175348 0.016016 0.0189951 0.014802 0.0125684 0.0174351 0.0116377 0.0111006 0.010169 0.0187847 0.00909821 0.0322384 0.0252788 0.0222914 0.026433 0.0328602 0.0375077 0.023637 0.0187951 0.0406709
threshold=81.524804347700012 82.011415269350024 0.095845000000000027 0.093480000000000021 101.83879398140002 103.44649194340002 80.677940036650014 46.650420857800007 -0.24103499999999997 -0.16030499999999998 -0.22125500000000001 0.075065000000000021 50.264779514000004 42.406961525800007 -0.21013499999999999 0.079095000000000013 -0.013805 -0.121865 42.526729949000007 45.027406014450008 0.10236000000000002 0.10133000000000002 0.10332500000000001 99.378854792050006 93.776108048200015 66.697957758300021 87.181320254150009 41.261521012900012 76.919475570250015 42.297164883650005
decision_type=2 2 2 2 2 2 2 2 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 6 20 16 -6 14 -11 17 13 -13 -10 -16 -7 -12 -15 -20 21 28 -22 24 25 26 -24 -26 -1 -30
right_child=1 2 -4 -5 8 7 -8 -9 9 10 11 12 -14 18 15 -17 -18 -19 19 -21 22 -23 23 -25 27 -27 -28 -29 29 -31
leaf_value=-0.00044391927178584196 -0.10104028918378111 -0.10061611792931478 -0.077526954202860709 0.071093484640013943 -0.10021514747575616 -0.10089073310271116 0.04751075006105674 0.021954905704646747 0.099970825799612792 -0.10047824137161786 0.099601698110555997 -0.10034516561048545 -0.10049036359675984 0.05999313510756607 -0.10033135915519696 0.087359307565518338 -0.024294917796056335 0.016603971806848892 -0.10035311515305441 0.023840720822569019 -0.042112506586331831 0.053478339082650962 -0.011533902337290349 -0.049838533458837625 0.054583036418342015 -0.056329853883604987 0.029756120042303422 -0.014668151714304313 0.031187520449159609 -0.057248918867524562
leaf_weight=6.9469653680638466 0.035615849727612336 0.02461842134001202 0.031689043455097932 0.050124957067088305 0.012405812154975049 0.043557704418326182 0.13562965798155424 0.036911877313940522 0.025181046193210932 0.016990978370827747 0.022950927127340037 0.012688807959991055 0.022178981461252079 0.032538008206017821 0.0099018598561606552 0.0098951020132282963 0.036423335908865151 0.054097438896445027 0.016538693117629677 0.046198487115756137 0.17762317659798998 0.11834903441194899 0.76625177028233771 0.092300537429508611 0.15290587502864728 0.11316951774961115 0.30861158578773029 0.07273190857085865 0.41547314008073488 0.05944213148022115
leaf_count=1539 34 17 102 31 82 32 28 25 7 60 11 115 52 8 27 18 21 58 29 46 19 24 147 38 53 23 39 26 98 91
internal_value=-5.16326e-05 -0.0105168 -0.00220734 0.00449134 -0.00641198 0.000416186 0.000898877 -0.0382322 0.00182465 0.00652775 -0.00281611 0.0051928 -0.0161997 0.00111604 0.0531 -0.00651806 -0.066009 0.0413271 0.0146287 -0.0088991 0.000213483 0.00169753 -0.00643306 -0.00222482 0.000883949 -0.00507529 0.000321167 0.0322607 0.000871839 0.0201185
internal_weight=9.89996 0.423614 0.387999 0.35631 0.306185 9.47635 9.35945 0.116893 0.281566 0.26916 0.224182 0.207191 0.130143 0.107964 0.044978 0.019797 0.079981 0.0770484 0.0952752 0.0627372 9.22382 7.54023 1.68359 1.50597 1.41367 1.18803 1.07486 0.225638 7.42188 0.474915
internal_count=2900 697 663 561 530 2203 2125 78 513 431 379 319 250 198 52 45 53 69 83 75 2097 1752 345 326 288 209 186 79 1728 189
is_linear=0
shrinkage=0.1


Tree=516
num_leaves=31
num_cat=0
split_feature=1 0 4 2 2 4 0 2 2 2 2 4 0 4 4 4 1 1 2 2 4 0 2 4 4 1 1 3 0 1
split_gain=0.00498211 0.0333916 0.0288225 0.0174015 0.0887912 0.0373224 0.0336985 0.0446561 0.0320304 0.0301261 0.0402379 0.0414925 0.0257675 0.0253882 0.0595746 0.077336 0.0343195 0.0715681 0.0341383 0.0326282 0.0540516 0.0260534 0.0351821 0.0248226 0.0300305 0.0245139 0.0386634 0.0526203 0.0222642 0.0258909
threshold=68.961639504150014 93.262612545250008 34.394321486900004 -0.060760000000000002 -0.069554999999999992 38.238138001450004 97.32487278035002 -0.042409999999999996 -0.117115 -0.079824999999999993 -0.08459499999999999 42.467547400400008 97.671683879200017 42.428475018400007 41.792045663550006 41.322103772800006 71.090898343450007 75.28220456885002 -0.13978499999999996 -0.22573999999999997 43.411469133450005 97.900202820250016 -0.18126999999999999 43.673409002000007 45.027406014450008 69.873026810350026 70.133807249000014 0.076825000000000018 98.327667663000014 82.987325570650015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 8 7 -5 -3 10 13 -12 -8 14 15 16 -7 -18 21 -15 -21 -19 28 -22 -25 -9 -27 -28 -23 -30
right_child=1 3 -4 6 -6 9 12 25 -10 -11 11 -13 -14 19 -16 -17 17 18 -20 20 23 22 -24 24 -26 26 27 -29 29 -31
leaf_value=0.0015825247870129005 0.02594948932972517 -0.0043892114284371985 -0.079809962482141075 0.070621457385021055 -0.10202002986594616 0.041664776420105104 -0.10180938025906497 0.06040425196294015 -0.10120822195284168 0.03121304466845385 -0.083828103116909219 0.019008865446538951 -0.0040394898980187621 0.026537972054374068 0.060462644420845882 -0.085741893389480739 -0.10116448876916879 -0.077017345354361944 0.042664697499355808 -0.078765423710194335 0.070903840094808157 0.10041208551735128 -0.1008628780526786 -0.10085913494685608 0.00075824959996830779 -0.078016651459494393 -0.036638455815615416 0.049163299623200429 -0.10060288071684537 0.049855665057370629
leaf_weight=6.442774399036078 0.034885544388089662 0.068663779800641978 0.098604949935554131 0.15982771177368704 0.092878865930081989 0.23265583185093286 0.028507973387604524 0.075087584205904778 0.068018135022975934 0.29002715294791515 0.11595977303161942 0.059298250160637167 0.49527141208306874 0.13653290335965568 0.19712014487567586 0.094802320940971185 0.066739823236957818 0.054857068391356734 0.17581788926057129 0.1451972263444658 0.039193079130200204 0.033992034499760848 0.023305102484769691 0.034673684450808651 0.18034304765112097 0.056866206425183918 0.12575834387927465 0.16559249885904137 0.017943588253729104 0.031540619496219779
leaf_count=1254 8 149 78 22 35 21 6 10 92 43 42 19 389 99 57 36 27 13 32 53 11 4 31 27 185 13 33 50 19 42
internal_value=-5.18414e-05 -0.00314889 -0.0521715 -0.00114549 -0.00637099 -0.00207242 0.00904934 0.0255857 -0.05257 0.0015038 -0.00375024 -0.0490334 -0.00936086 0.00166804 0.011669 -0.00147681 0.011067 -0.00654518 0.012168 -0.0156635 -0.0300896 -0.021004 0.00777189 -0.00228737 -0.0156286 0.00858148 -0.00259329 0.0121279 0.0381008 -0.00470247
internal_weight=9.84274 3.39996 0.13349 3.26647 2.15956 2.06668 1.10691 0.583132 0.136682 1.93 1.63997 0.175258 0.523779 1.46471 0.928774 0.731654 0.636852 0.404196 0.337456 0.53594 0.399407 0.161638 0.106781 0.25421 0.215017 0.423305 0.348217 0.291351 0.0834762 0.0494842
internal_count=2900 1646 86 1560 1037 1002 523 128 241 761 718 61 395 657 282 225 189 168 141 375 276 109 96 223 212 106 96 83 65 61
is_linear=0
shrinkage=0.1


Tree=517
num_leaves=31
num_cat=0
split_feature=4 3 4 3 0 0 0 1 2 4 3 3 4 4 1 2 4 4 4 3 3 3 3 0 3 4 4 2 2 2
split_gain=0.00664645 0.0122354 0.00644141 0.0155795 0.0180546 0.0266514 0.0205723 0.0281587 0.0169923 0.0101363 0.0424612 0.0212193 0.0188323 0.0174701 0.035135 0.0315407 0.013177 0.012275 0.0256103 0.0639235 0.019826 0.0129741 0.0415487 0.0411793 0.0290251 0.0385783 0.0242272 0.0229342 0.028058 0.0420441
threshold=32.785955158400007 -0.22588499999999997 35.818873074050011 0.10575500000000003 89.219171517050015 90.337570099350003 92.031298721500022 71.225321249950014 -0.117115 37.020641110850008 0.090640000000000012 0.10133000000000002 36.514114975300011 37.858673296900008 67.649671936450019 -0.033594999999999993 38.052786106700005 38.386256906100009 38.703421923500009 0.089335000000000012 0.091885000000000022 0.088165000000000021 0.08883000000000002 90.337570099350003 0.087265000000000023 41.941595803500007 38.994321257850011 -0.24103499999999997 -0.26138499999999998 -0.5169149999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 -8 -9 10 12 -12 -4 14 -11 -16 -15 20 19 -19 -18 24 23 -23 26 -26 -20 28 29 -28
right_child=2 -3 9 -5 5 6 7 8 -10 13 11 -13 -14 16 15 -17 17 18 21 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.062930771720151671 -0.019218947902646413 -0.058095983811313583 -0.018875988939770438 -0.021799016052577665 0.084357161509684017 -0.056147969474625872 0.082205269369931944 0.029636471635423534 -0.100644670283416 0.061395420105354814 0.036301133930370745 -0.029070681041335825 -0.087414252423214461 -0.03603940150532757 -0.075186518457524942 0.022788346236984725 -0.0093795013535007514 -0.096696992382737657 0.041729426010335413 0.023081942742299234 0.048349594299835298 -0.087099831060399674 -0.0016977270313956938 0.0071768321835340701 -0.010350005551597931 0.042506401818123762 -0.050971878969161999 0.0007653725932718024 -0.10096454885026206 0.074074330484810047
leaf_weight=0.010321842372185586 0.069567115784508582 0.043798002316816631 0.075425918701177985 0.09588332824119572 0.081326763654942624 0.033522272453410551 0.05414687204756774 0.02264212791635245 0.017946243045826926 0.13611450272946868 0.1370390660481462 0.077867211404831327 0.085574338679056394 0.10318404671318049 0.048420033681114916 0.10223532903000887 0.10874193987046865 0.091264819653971041 0.13724938777386464 0.087055804055275132 0.13134713581720803 0.11552107283578994 3.7503532848304419 0.077354771225316199 0.21157646730352997 0.39753895195030964 0.084962215294886789 3.2627737679698234 0.048670566164955242 0.039337650689958537
leaf_count=56 35 112 39 29 13 8 11 28 44 33 29 30 34 24 65 22 31 25 21 23 29 25 778 31 30 41 68 1061 114 11
internal_value=-6.67864e-05 -0.0350135 0.000128503 0.0129778 0.024923 0.0395749 0.011179 0.0350028 -0.0279676 -0.000389126 -0.0164752 0.0126149 -0.0553052 0.000287734 0.0245704 -0.00870039 -0.000517585 -8.85826e-05 -0.000733106 -0.0382211 0.0222027 8.96151e-05 -0.00402558 -0.0492892 0.00396975 0.0241467 0.000530032 -0.00111578 -0.0366003 -0.011398
internal_weight=9.73876 0.0541198 9.68464 0.375035 0.279151 0.209584 0.128258 0.0947352 0.0405884 9.30961 0.375907 0.214906 0.161 8.9337 0.28677 0.150655 8.64693 8.54375 8.30366 0.178321 0.240089 8.12534 3.94323 0.192876 4.18211 0.609115 3.57299 3.43574 0.17297 0.1243
internal_count=2900 168 2732 168 139 104 91 83 72 2564 132 59 73 2432 120 87 2312 2288 2228 48 60 2180 834 56 1346 71 1275 1254 193 79
is_linear=0
shrinkage=0.1


Tree=518
num_leaves=31
num_cat=0
split_feature=0 1 0 0 3 2 1 1 3 0 3 3 3 2 2 2 3 1 2 2 0 2 1 3 3 3 3 3 0 1
split_gain=0.00492761 0.0312314 0.01489 0.0169472 0.0298655 0.0179268 0.0168084 0.0145638 0.0311352 0.0499354 0.0130785 0.0210327 0.0148856 0.0264084 0.0178649 0.0230301 0.0140574 0.0127036 0.0162731 0.0246469 0.027538 0.0312208 0.041645 0.0217857 0.0147749 0.0201881 0.0155226 0.0229307 0.0250681 0.0126577
threshold=100.53758024625002 77.172190634500012 99.870842629900025 98.851916998450022 0.12191500000000002 -0.16297999999999999 80.288113607700012 76.919475570250015 0.091885000000000022 97.152811460000024 0.10500500000000003 0.11360500000000003 0.10236000000000002 0.25828500000000004 0.06041500000000001 -0.0039949999999999994 -0.21013499999999999 77.898074329750017 -0.046474999999999995 -0.075174999999999992 102.21786657775002 -0.078219999999999998 80.677940036650014 0.086355000000000029 0.085715000000000027 0.080125000000000016 0.078505000000000019 0.074640000000000026 114.06859001680002 75.779569322950024
decision_type=2 2 2 2 2 2 2 2 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 -4 29 9 -9 12 -12 13 14 15 17 -15 -3 19 20 -19 22 -22 24 25 26 27 28 -24 -1
right_child=1 10 6 4 -6 -7 -8 8 -10 -11 11 -13 -14 16 -16 -17 -18 18 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00052836099131520686 -0.10078921972438151 -0.056909572768398788 -0.011950250990554285 0.011036710550147384 0.040760900766129399 -0.093865035013761922 0.054674934927307545 -0.060047497975257838 -0.049168244466639963 0.092667270850704142 -0.10257090205570735 0.016585749693619409 0.06316373715381178 0.0063781331546169584 0.045226038036694671 -0.10062701291675986 -0.10069106838959246 0.041338001280183022 0.048186692776976368 -0.10093176009926273 -0.10094921799379163 0.10034234862881773 0.049750416732225716 -0.10044798091668927 0.076241766019199519 -0.10042881834402156 0.070807932154233588 -0.10039187653844184 -0.063029941237144713 -0.030767049516856187
leaf_weight=8.2508520192251922 0.034323255918878415 0.03605186305640018 0.059427336601005076 0.021612337055643138 0.03541152040918405 0.066159184872959353 0.10436675608798396 0.028141927420862412 0.036869894785354518 0.089527174990507774 0.032607294968540895 0.02714585988540183 0.035728759361481011 0.01768530780006472 0.08592700812382903 0.023493358861176872 0.039990647044865213 0.12900844418646784 0.073128577063073408 0.024165732487438696 0.055305854489773765 0.021958557694688352 0.061512973504619595 0.02085983155632265 0.026655445375769915 0.019182595665168334 0.031512891786064756 0.021913091957544317 0.029000062261697934 0.13129543195873417
leaf_count=1742 39 9 41 22 10 47 15 69 14 15 36 36 11 17 80 70 68 36 33 23 58 3 36 97 12 62 34 78 57 30
internal_value=-6.6882e-05 -0.00735187 0.000632548 6.75893e-05 -0.0367591 -0.0680347 0.0305022 0.000598993 0.0310184 0.0561438 -0.00340633 -0.048438 0.000166711 -0.00297095 0.00270237 -0.00366615 -0.0678602 0.000473625 0.00449687 -0.00274673 0.00294447 -0.0142597 -0.0237222 -0.0034451 0.00721722 -0.00406197 0.00878073 -0.00860541 0.013616 3.81591e-05
internal_weight=9.67082 0.847157 8.82366 8.65987 0.123183 0.0877715 0.163794 8.53669 0.154539 0.117669 0.812834 0.0597532 0.753081 0.717352 0.659676 0.573749 0.057676 0.550256 0.514204 0.441075 0.41691 0.287901 0.265943 0.210637 0.189777 0.163122 0.143939 0.112426 0.090513 8.38215
internal_count=2900 895 2005 1949 79 69 56 1870 98 84 856 72 784 773 688 608 85 538 529 496 473 437 434 376 279 267 205 171 93 1772
is_linear=0
shrinkage=0.1


Tree=519
num_leaves=31
num_cat=0
split_feature=4 2 3 4 2 3 0 3 1 0 3 2 1 3 3 1 2 3 3 4 4 1 1 3 3 3 1 3 3 3
split_gain=0.0055245 0.0108564 0.0104298 0.00543418 0.0131777 0.0193786 0.0248196 0.0193289 0.00741175 0.0256006 0.0178884 0.0168387 0.0153542 0.0130658 0.0156568 0.013028 0.0119981 0.0117296 0.0137244 0.0219973 0.0333178 0.0129112 0.0242096 0.0164986 0.0158211 0.0121557 0.0292579 0.0126143 0.0112272 0.0148493
threshold=32.785955158400007 -0.10710499999999999 0.088500000000000023 35.461062230100005 -0.085734999999999992 0.10575500000000003 91.410264893400026 0.087405000000000024 61.614083433650009 82.401241698250018 0.093295000000000031 -0.013805 56.981870074850008 -0.15148999999999999 -0.25095999999999996 61.767325547050007 -0.23361999999999997 -0.2485 -0.15684499999999998 40.305698932850007 41.289992964000007 62.014663695050011 62.197478847950002 -0.27223499999999995 -0.25276999999999999 -0.24637000000000001 64.84561010645001 -0.21013499999999999 -0.12530999999999998 -0.10585499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 6 -6 -2 9 11 -11 12 13 14 -5 -10 -15 21 19 -19 -21 -17 -23 -24 -25 -22 -27 -28 -20 -30
right_child=3 2 -4 8 5 -7 -8 -9 15 10 -12 -13 -14 16 -16 17 -18 18 28 20 25 22 23 24 -26 26 27 -29 29 -31
leaf_value=-0.10064827576036633 -0.016122625882129878 0.052895816136184028 -0.05463692399075859 -0.028692985845410052 0.094071322907830005 -0.048931136950226217 -0.018759810481990571 0.057781383920021856 0.033707778375383871 -0.10095889408066394 -0.017073480245737713 -0.053108216271622238 0.036292480683570015 0.00053540593654876972 0.039476978470561287 0.020609270274370067 -0.10062536554051636 -0.040496665690938717 -0.040857045223299998 0.085226536231583688 0.05885807777665563 -0.10136940660931831 -0.071469789992274477 0.031311967116021092 -0.041760277358807774 -0.10134062664755478 0.048938905633203272 -0.019342282621211831 0.035715675673537922 -0.00043198892190651235
leaf_weight=0.016149765903049174 0.053072221274439224 0.017665958338041271 0.018429214744937 0.065581127556992413 0.031322215058024905 0.065467518603554709 0.051633287573975784 0.10621374148014517 0.1153273523086672 0.048416960693351996 0.053524011964327656 0.051233582490126106 0.12213757073322995 0.021452481855380512 0.069285785015381407 0.058311281492929079 0.025854239180262084 0.048210536657955383 0.067536705140773701 0.08289633305685129 0.03689730161204352 0.041076668363530189 0.039876180857262966 0.075079383252614207 0.048946596035136736 0.025944765424355865 0.057583710481026174 0.051034443129537976 0.11529623720286064 7.92932941447385
leaf_count=86 38 43 39 38 10 12 42 42 12 30 12 95 37 30 11 11 30 30 40 16 11 10 57 42 17 4 54 29 36 1936
internal_value=-6.94434e-05 -0.032499 -0.00200748 0.000107809 0.0131813 -0.00825686 0.0238428 0.0331574 -0.000327052 -0.0127367 -0.0569149 -6.99776e-05 0.0088595 -0.00953284 0.00632828 0.000318575 -0.0547513 -0.000125154 0.000525169 0.0214366 0.0331754 -0.0209094 -0.0327205 -0.0155159 0.00247416 0.00801006 -0.00593252 0.0168569 -0.000254784 8.60824e-05
internal_weight=9.61079 0.0522449 0.0360952 9.55854 0.307709 0.148423 0.0829555 0.159286 9.25083 0.457486 0.101941 0.355545 0.304311 0.182174 0.134867 8.79335 0.0473067 8.67802 8.41473 0.302567 0.254357 0.26329 0.204979 0.163902 0.124026 0.17146 0.134563 0.108618 8.11216 8.04463
internal_count=2900 168 82 2732 144 64 52 80 2588 283 42 241 146 109 49 2305 60 2293 2156 144 114 137 126 116 59 98 87 83 2012 1972
is_linear=0
shrinkage=0.1


Tree=520
num_leaves=31
num_cat=0
split_feature=1 1 3 3 0 0 1 4 2 3 3 3 0 1 3 3 3 3 2 2 2 4 4 4 2 1 2 4 1 3
split_gain=0.00449109 0.0275701 0.0171708 0.020631 0.0215882 0.0129902 0.023408 0.0156148 0.0160044 0.0124842 0.0106486 0.0134578 0.0197957 0.0089193 0.00917106 0.00786518 0.0277546 0.0210048 0.0188106 0.0230841 0.0694471 0.060836 0.0437719 0.0434434 0.0669494 0.0547234 0.0345297 0.0253342 0.0143937 0.0288348
threshold=81.524804347700012 82.011415269350024 0.095845000000000027 0.093480000000000021 101.83879398140002 103.44649194340002 80.677940036650014 46.650420857800007 -0.0086649999999999991 0.090390000000000012 0.089850000000000027 0.079785000000000009 105.29077422085001 90.988176966900014 0.078505000000000019 0.10236000000000002 0.10133000000000002 0.10332500000000001 -0.16717499999999999 -0.072569999999999982 -0.060760000000000002 41.134354310300004 36.625813070500008 41.028010303750008 -0.033594999999999993 62.084563606450011 0.0043900000000000007 38.052786106700005 76.919475570250015 0.092425000000000021
decision_type=2 2 2 2 2 2 2 2 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 6 15 8 -7 10 11 13 -13 -6 -15 16 28 -17 -19 21 -21 22 -20 25 -25 -22 -26 -27 -1 -30
right_child=1 2 -4 -5 9 7 -8 -9 -10 -11 -12 12 -14 14 -16 17 -18 18 19 20 23 -23 -24 24 26 27 -28 -29 29 -31
leaf_value=-0.0003134116360939634 -0.10090442098222929 -0.10053763462991167 -0.075537676138843157 0.066230008064946014 0.024508047739420814 -0.10077203922615252 0.043883244302717159 0.020328677457301811 -0.0033219168151854082 -0.10050238798448537 0.087949162998861186 0.028331232250694772 -0.10040463757871097 -0.067811863238463457 0.061428678499644833 -0.039370868124721251 0.05062863947780491 0.031201430878538852 0.0077021719195087884 0.078282358187485412 0.068509415854347291 0.017512493499142329 -0.082280512932138256 -0.090269419330797962 0.03273169939098481 0.030868733140020255 -0.04721223016441254 -0.032896331232326895 0.02871074334271001 -0.047840128929672709
leaf_weight=6.7711299263597997 0.031123239959080229 0.02233069676125149 0.02958965054412499 0.045766740050892374 0.14577324983286388 0.04207427098471328 0.12425740645994743 0.034620449118023089 0.028114078265688458 0.011328196941284174 0.015193178540536756 0.020956307149617714 0.027776769204769458 0.022174025630047112 0.0072976331301077826 0.16983349817746773 0.11359954274394102 0.15103855025608925 0.076474661152275081 0.10879270767827598 0.13049649613094538 0.19888890182869545 0.18444424309414842 0.12872177416193131 0.13290508440695725 0.09660190882277675 0.091036477056036347 0.17551210563397035 0.37191804304025655 0.056708590943429726
leaf_count=1539 34 17 102 31 149 33 28 25 20 33 12 20 149 126 24 19 24 47 20 22 22 38 45 21 25 17 36 33 161 28
internal_value=-6.61198e-05 -0.0107295 -0.00266903 0.00409864 -0.00632378 0.000374137 0.000778077 -0.0346299 -0.0617382 0.00207489 0.0069334 0.00143783 -0.0450453 0.0143641 -0.0358099 0.000180167 0.00158536 -0.00606804 -0.00223328 -0.00604779 0.00358491 -0.0241494 -0.0559068 -0.00717482 -0.0328003 0.0152716 0.000232981 -0.0102594 0.000811548 0.0185828
internal_weight=9.56648 0.37931 0.348186 0.318597 0.27283 9.18717 9.08236 0.104809 0.0701883 0.250499 0.239171 0.223978 0.0487331 0.175245 0.0294717 8.9581 7.31336 1.64475 1.47491 1.32387 0.864067 0.459808 0.260919 0.755274 0.352663 0.402611 0.223942 0.272114 7.19976 0.428627
internal_count=2900 697 663 561 530 2203 2125 78 53 513 480 468 169 299 150 2097 1752 345 326 279 176 103 65 154 82 72 61 50 1728 189
is_linear=0
shrinkage=0.1


Tree=521
num_leaves=31
num_cat=0
split_feature=0 1 2 0 0 3 2 1 1 3 3 1 1 1 1 2 0 1 1 3 1 0 0 1 4 0 1 0 0 1
split_gain=0.00452902 0.0275837 0.0126397 0.0119498 0.0150233 0.0267457 0.0188996 0.014825 0.0115932 0.0355833 0.0146913 0.0126073 0.0282709 0.0128945 0.0456669 0.0318964 0.0196919 0.0152751 0.0378707 0.0425009 0.024957 0.0195814 0.0346968 0.0323876 0.0320296 0.0217575 0.0168604 0.0138738 0.0120121 0.0160747
threshold=100.53758024625002 77.172190634500012 -0.61225999999999992 99.870842629900025 98.851916998450022 0.12191500000000002 -0.18126999999999999 79.215418813700012 76.763544998700013 0.082620000000000013 0.090225000000000014 75.779569322950024 75.465019721650009 72.953999827850012 74.986474174450009 -0.058529999999999992 95.762878606550018 71.787208999250012 71.090898343450007 0.08494500000000002 70.865067860500019 94.047642319350018 94.776214472700005 70.026268923800004 40.496232821400007 93.867515624600017 69.873026810350026 96.588235252600015 93.262612545250008 68.321786469100019
decision_type=2 2 2 2 2 2 2 2 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 6 -6 -5 11 -10 -11 12 13 17 16 -16 -15 18 20 -20 21 25 23 -23 -24 26 28 -19 29 -1
right_child=1 2 -4 7 5 -7 -8 -9 9 10 -12 -13 -14 14 15 -17 -18 27 19 -21 -22 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012419581405228037 -0.10069260249781792 -0.10040662498853048 -0.0018487627924572182 -0.014033065048402333 0.021024196369799898 0.039038576152132909 -0.093017581612577449 0.050375957501530094 -0.069075989378874811 0.08319573975393102 0.014878135993792029 -0.032668917019885266 0.04595075991241767 -0.0031794817564454059 -0.034198848492132887 0.03332875881041155 -0.10095383719613722 -0.00041046744715449553 0.0051443796783275904 -0.090722512341451525 0.038028311810021226 0.018259519034673512 0.040881392881776418 -0.10097236842817139 -0.040243605928064217 0.037140072350799476 -0.034385399694462235 0.051602881702750306 0.030017830581270111 -0.03179649754390642
leaf_weight=6.1718537058592702 0.030429662535085167 0.013245054725359307 0.74045543177734396 0.054891937597575047 0.018900164370904804 0.033847694427294073 0.062877242709675651 0.10239956505029113 0.030696656958418056 0.066713484176192495 0.059595683574741543 0.11602379527676099 0.13476301811942981 0.028224622872690008 0.12749937235730613 0.15496625195009983 0.076237681611928565 0.095526396490526966 0.088906535859223257 0.096372536725652935 0.17816312197282957 0.031413596981110348 0.099469297842006199 0.082913578325488402 0.095291430711768044 0.16486334554997473 0.13675806548348735 0.11072173650609329 0.14048509625717986 0.15086568173137482
leaf_count=1203 39 28 828 38 20 10 49 18 58 29 17 24 23 35 30 15 38 30 31 66 16 18 14 53 38 26 37 18 27 24
internal_value=-7.00282e-05 -0.00734937 -0.00358076 0.000585211 8.29725e-05 -0.0357186 -0.0666606 0.0278984 0.000573539 0.0274929 0.0509619 6.31731e-05 0.000528276 -0.000233974 -0.018044 0.00284814 -0.0745362 0.00066759 -7.68499e-05 -0.0447206 0.00106373 0.000132739 -0.0244811 -0.0682111 0.00118901 0.00125736 0.000361026 0.0275122 0.00109624 0.000453631
internal_weight=9.49537 0.78413 0.7537 8.71124 8.55395 0.115625 0.0817774 0.157292 8.43832 0.157006 0.126309 8.28132 8.1653 8.03053 0.386928 0.282466 0.104462 7.6436 7.43736 0.185279 7.25208 7.07391 0.309088 0.114327 0.194761 6.76483 6.59996 0.206248 6.4632 6.32272
internal_count=2900 895 856 2005 1949 79 69 56 1870 104 46 1766 1742 1719 118 45 73 1601 1553 97 1456 1440 123 71 52 1317 1291 48 1254 1227
is_linear=0
shrinkage=0.1


Tree=522
num_leaves=31
num_cat=0
split_feature=0 0 3 3 4 4 1 3 1 3 0 0 4 0 1 4 0 2 0 2 4 4 4 2 2 0 1 2 0 3
split_gain=0.0044576 0.0468396 0.0120441 0.0161396 0.0115992 0.0544532 0.0289006 0.0360272 0.0540014 0.0510829 0.0273917 0.0616042 0.0786252 0.0464668 0.023607 0.0290593 0.0245977 0.0235914 0.0215941 0.0197371 0.0160652 0.0232851 0.0191131 0.0195315 0.0674407 0.0687526 0.068997 0.151564 0.0450721 0.0415796
threshold=85.737618238150006 85.775256651950016 0.11467000000000002 0.10790500000000001 42.852084787850011 42.686561923500008 62.079186690200011 0.083795000000000022 62.197478847950002 0.082325000000000023 97.32487278035002 92.652332549650012 43.19689381845 100.53758024625002 62.55235532115001 45.673096293200011 96.249489528150022 -0.22866 105.70748523110002 0.066885000000000014 42.654057868200006 42.541806567400009 42.487106141350004 -0.065399999999999986 -0.075840000000000005 86.103248543850015 62.197478847950002 -0.12350999999999999 86.780739992750014 0.098200000000000023
decision_type=2 2 2 2 2 2 2 2 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 20 -6 9 -9 14 11 12 -10 -12 -8 16 -16 -17 -15 -18 21 22 23 24 25 -3 27 -27 -26 -28
right_child=1 4 -4 -5 6 -7 7 8 10 -11 13 -13 -14 18 15 17 19 -19 -20 -21 -22 -23 -24 -25 28 26 29 -29 -30 -31
leaf_value=-0.0062795717326522421 0.057830893718219561 0.04653498194640502 -0.054834718282640832 0.044109262489470911 0.037263812637344108 -0.055816196666717346 -0.1019304682302815 -0.069956478439295672 -0.051962879260350273 0.063275271950868628 0.082293590849645493 -0.08009537101622112 0.06146528706961446 -0.10047768714278471 0.063883730657667143 -0.10079179178482396 -0.044616274522476768 -0.0065103165050877758 0.019442763711780848 0.055183841211101106 0.034701381200050084 -0.034631934197006074 0.040744086189565265 0.0062569516859849713 -0.086263101957017571 0.024350489741098325 0.010284524169723161 -0.077225002374582269 -0.019706184121768958 -0.024723497525181593
leaf_weight=1.2035718918224194 0.14150120900012453 0.28597585088936961 0.047636367313202643 0.067110432126355479 0.27067073063926672 0.18313887965943809 0.021608287232083745 0.14111550608504331 0.10871291446892428 0.18043958812029359 0.08842876137168787 0.10330571354484164 0.13956540308025112 0.025838636567641515 0.11183472735177347 0.031010598561737157 0.053310808524457798 0.18409477318806478 0.035849046302587784 0.031540118019620422 0.12704402814259097 0.2017855069988953 0.11245801097865626 2.3125966500488708 0.14917601583874773 0.25209435565193417 1.727804078117144 0.3520341039693452 0.32001815986352211 0.42216575526206934
leaf_count=547 13 34 30 15 32 37 3 17 15 31 19 57 43 26 51 64 43 234 65 14 17 39 21 602 15 22 540 36 64 154
internal_value=-7.56988e-05 0.000800451 -0.00546897 -0.00361831 -0.000211622 -0.00206813 0.00762402 0.00123991 -0.015306 0.0185669 6.57772e-05 -0.0152024 0.0117988 0.035825 -4.67861e-05 0.00529945 0.0330802 -0.0201024 -0.0307874 -0.00751936 -0.000496498 -0.00122525 -8.93146e-05 -0.000878073 -0.00558003 -0.000133912 -0.00497985 -0.034839 -0.0408674 0.00341039
internal_weight=9.43344 8.11512 1.31832 1.27068 7.97362 6.44629 1.52733 1.25665 0.642816 0.613839 0.5017 0.351584 0.248278 0.150116 0.433399 0.411791 0.196686 0.215105 0.0616877 0.0848509 6.26315 6.13611 5.93432 5.82186 3.50927 3.04007 2.7541 0.604128 0.469194 2.14997
internal_count=2900 2308 592 562 2295 1581 714 682 242 440 225 115 58 110 409 406 108 298 91 57 1544 1527 1488 1467 865 786 752 58 79 694
is_linear=0
shrinkage=0.1


Tree=523
num_leaves=31
num_cat=0
split_feature=1 3 0 4 3 1 0 2 0 0 1 4 3 3 3 1 2 1 2 3 2 4 4 1 2 4 4 0 2 2
split_gain=0.00428742 0.0386447 0.0256484 0.0327857 0.0229709 0.017187 0.0210676 0.0480788 0.0341097 0.030662 0.0225858 0.0208665 0.0292018 0.0251046 0.0409264 0.0234482 0.0855456 0.043558 0.0195031 0.0186479 0.0185857 0.0227534 0.0306632 0.0439158 0.0229019 0.0488515 0.0225666 0.0497609 0.126143 0.219961
threshold=68.961639504150014 0.25847000000000003 93.262612545250008 34.394321486900004 0.21240500000000004 68.214248143850014 91.625341543800019 -0.053019999999999991 90.337570099350003 90.837623311600012 65.727424373200009 38.441102963850007 0.085590000000000013 -0.082159999999999997 -0.12530999999999998 63.431481129800005 -0.097799999999999984 62.837331883000012 -0.094344999999999998 0.096845000000000028 -0.29600999999999994 39.468990633150007 40.12915366295001 61.987779113750001 0.033180000000000008 41.24714903835001 41.986601436450009 86.103248543850015 -0.065399999999999986 -0.12350999999999999
decision_type=2 2 2 2 2 2 2 2 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 8 -8 10 -10 11 12 13 14 -1 17 -17 20 -14 -20 -13 -22 23 -23 26 -26 27 -24 29 -29
right_child=1 -3 4 -5 -6 -7 7 -9 9 -11 -12 15 18 -15 -16 16 -18 -19 19 -21 21 22 24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.085784130451140875 0.046414705983142589 -0.10087485373134497 -0.0010953396037352463 -0.077720046819975686 0.072781224118791413 0.031547337362655442 -0.10115743702716187 0.014379082396680024 0.054959476138367082 -0.0064311031150854321 -0.040686618786286391 -0.047274989459084732 0.0043514245620346866 -0.065296987818681165 0.081432199361770929 0.015192737093059811 -0.089268374973557663 0.056651118891105225 0.071024104644357322 0.019025810771336069 0.034724803591743292 0.0026453731963425324 0.029563224436848185 -0.07230600903037708 0.05314073006155489 -0.085875282359569524 -0.0052724700196866391 0.044869552127537987 0.038775111509005533 -0.086914724622277201
leaf_weight=0.022707220473730416 0.028013377304887288 0.039922138909435634 2.8931855082172038 0.08847046334149411 0.042709852667404458 0.18388546099004077 0.06489496928634253 0.080940881184005664 0.21632830423186522 0.13039800112123601 0.13613730308679795 0.086751263148470481 0.17530583229847707 0.068003569527964269 0.041182587882033772 0.19145837162636781 0.13275184651961058 0.13295188881875208 0.1490336599422335 0.128379281348316 0.17564069731088316 0.16893195320517396 0.74979705457548174 0.14550859647533798 0.03660641283931898 0.081685962309117954 2.0161566356063627 0.2052547307102941 0.38164726161630824 0.33073922843323089
leaf_count=53 7 39 1508 77 15 34 40 34 40 31 27 25 34 22 28 37 42 18 29 19 29 21 96 21 11 95 376 17 41 34
internal_value=-8.07683e-05 -0.00312498 -0.00184651 -0.0478667 -2.06224e-05 0.0014295 0.000513968 -0.0370331 0.00144153 0.0318715 -0.000457264 0.000553109 0.0183978 -0.0230092 0.0220015 -0.00160414 -0.0275801 0.0002625 0.0304611 0.0469607 -0.00144964 -0.000523395 -0.00202741 -0.0320387 0.000454715 -0.0428558 0.00184556 0.0104522 -0.00516324 -0.036449
internal_weight=9.32538 3.0923 3.05238 0.116484 2.9359 6.23308 6.04919 0.145836 5.90336 0.346726 5.55663 5.42049 0.584612 0.131893 0.0638898 4.83588 0.32421 4.51167 0.452719 0.277413 4.37872 4.29197 4.11633 0.314441 3.80189 0.118292 3.68359 1.66744 0.917641 0.535994
internal_count=2900 1646 1607 84 1523 1254 1220 74 1146 71 1075 1048 185 103 81 863 79 784 82 48 766 741 712 42 670 106 564 188 92 51
is_linear=0
shrinkage=0.1


Tree=524
num_leaves=31
num_cat=0
split_feature=2 1 1 1 1 0 1 1 1 0 2 4 1 1 1 2 2 4 4 0 4 3 4 2 3 2 3 0 0 3
split_gain=0.00504386 0.0190086 0.0241413 0.0416687 0.0347734 0.0277228 0.0212563 0.0317521 0.0390602 0.0328028 0.0248908 0.0400157 0.0224092 0.0282761 0.0237535 0.0266708 0.0162491 0.0272579 0.0732712 0.0542393 0.0280144 0.0157454 0.0150797 0.0148299 0.0141095 0.0283906 0.0155062 0.0132723 0.0128552 0.0128211
threshold=-0.0039949999999999994 60.474177186300004 61.944763783650011 62.014663695050011 62.057679025150001 88.232507383150008 65.727424373200009 66.318885161900013 66.697957758300021 92.031298721500022 0.048530000000000011 36.921550069850007 81.188747081400024 76.919475570250015 72.496961945650014 0.072320000000000023 -0.031989999999999998 40.305698932850007 41.872669623500009 93.262612545250008 42.686561923500008 0.080515000000000017 39.995120105550008 0.23643500000000003 0.12191500000000002 -0.088099999999999998 0.23821500000000004 101.15323715815002 101.23657936015002 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=16 21 -3 -4 -5 -6 -7 -8 -9 -10 11 -11 13 14 15 -12 24 19 -19 -18 -20 -2 -16 -17 -1 26 -26 -14 -29 -30
right_child=1 2 3 4 5 6 7 8 9 10 12 -13 27 -15 22 23 17 18 20 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.00042942362594398367 0.046049841121021499 0.038758995980629603 -0.080575007440506663 0.077069215005557759 -0.057527710055014149 0.044774913073092927 -0.10167092541565513 0.10018563662286527 -0.10128160578473144 0.049304168874708704 0.068198000256853311 -0.10126998037470945 -0.10067408081933012 0.058486763553977333 0.002112510320751815 -0.039134788110827101 -0.058191269457955698 0.079436027147153476 -0.05093134890012109 0.034708861025229798 0.020705641360949004 -0.10070105990305978 -0.089608198571906161 0.021193560810316273 -0.037626037597210914 -0.070452008091959381 0.013702090127452021 0.086478574235060779 -0.0076177666823045781 -0.10059847965686963
leaf_weight=7.0000417679076818 0.009223237157177322 0.12015439075037182 0.074625886145440634 0.051337717978810815 0.09882005687523332 0.088688106770860031 0.033839813454505929 0.035182662191800773 0.035627766722285514 0.025741307723986862 0.068414441018830985 0.056144577191198586 0.023624629011187864 0.11398752659637523 0.031746540933454526 0.074408405049325665 0.12178580984868759 0.1803634757961845 0.085476304237531053 0.12985928990869411 0.15106850131496685 0.035268851968353943 0.041171724991500014 0.090070351750910049 0.089609776454607548 0.084999634529881962 0.17149762378531425 0.010686895460821688 0.06093067356647075 0.019600601339221174
leaf_count=1935 63 23 17 16 35 23 13 8 46 7 15 65 17 58 17 31 19 38 43 24 35 29 32 19 31 32 37 3 123 46
internal_value=-9.17908e-05 -0.00614016 -0.00366901 -0.00859619 -0.00300104 -0.00752474 -0.00142336 -0.00710467 -0.00244888 -0.00798584 -0.00259448 -0.0539361 0.00526902 0.0159771 0.000132183 0.0157269 0.000813269 0.0157389 0.0314263 -0.010251 -0.00518064 -0.0702795 -0.0496756 -0.00609833 -0.000545074 -0.0202544 -0.00391327 -0.0338737 -0.016573 -0.0302485
internal_weight=9.214 1.1993 1.1548 1.03465 0.960024 0.908686 0.809866 0.721178 0.687338 0.652155 0.616528 0.0818859 0.534642 0.419799 0.305811 0.232893 8.0147 0.668553 0.416908 0.251645 0.236545 0.0444921 0.0729183 0.164479 7.34615 0.346107 0.261107 0.114843 0.0912182 0.0805313
internal_count=2900 706 614 591 574 558 523 500 487 479 433 72 361 172 114 65 2194 159 116 43 78 92 49 50 2035 100 68 189 172 169
is_linear=0
shrinkage=0.1


Tree=525
num_leaves=31
num_cat=0
split_feature=1 2 2 1 1 0 0 0 3 2 4 4 0 1 3 2 2 2 4 4 3 3 3 3 3 2 0 1 4 1
split_gain=0.00562093 0.0189307 0.0047308 0.021127 0.0299577 0.0172383 0.0152179 0.0236801 0.0152081 0.0135762 0.0232846 0.0639687 0.0451503 0.0272442 0.0130891 0.0381086 0.0448168 0.0544388 0.0360751 0.0987567 0.0269996 0.0291483 0.0254652 0.036326 0.0296617 0.0346156 0.0245371 0.0233652 0.0231212 0.0627672
threshold=55.583871847050013 0.11529000000000002 -0.0039949999999999994 61.409760615700009 61.82916008405001 85.872041144650012 86.388225105700016 87.393708446500014 0.13062500000000002 -0.031989999999999998 40.305698932850007 41.872669623500009 93.262612545250008 62.154463517850012 0.098200000000000023 -0.053019999999999991 -0.071129999999999985 -0.085249999999999992 40.259171735100004 36.514114975300011 0.097615000000000021 0.096845000000000028 0.093295000000000031 0.09495000000000002 0.092290000000000025 -0.08756499999999999 86.280686780500005 64.654729579150015 41.621607100200002 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 -1 9 -4 -5 -6 -7 -8 -9 14 12 -12 -11 -13 20 16 17 18 19 -16 21 22 24 -24 -2 -26 -18 -21 -20 -30
right_child=2 -3 3 4 5 6 7 8 -10 10 11 13 -14 -15 15 -17 26 -19 28 27 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.10054390127240385 0.00083241501046631334 0.098810841998914628 -0.072876062592171109 0.079798632418925874 -0.053514714004484071 0.03567931740202105 -0.054879858598303868 -0.0053005029819274477 0.048448947832676136 -0.054018918911254592 0.076297596014905725 0.037975807195014345 0.031631699569179397 -0.031964102134130784 0.050518367152938705 -0.052525084292041474 0.0014828147775268871 -0.053219233528968582 0.035410814604321904 -0.032556098365223968 0.048894706564526456 -0.060044261300815485 0.044457834141058972 -0.010392512979570875 0.00050350761674083889 -0.10144297992702592 0.060541604035712154 -0.10198399415106563 0.050281390543638921 -0.048545600028422488
leaf_weight=0.018041800382207707 4.94335583304282 0.006472117005614563 0.045345574191653193 0.041807333007454761 0.072654854203086816 0.092015050281474942 0.092677752109011635 0.73743247446561722 0.056687989144383444 0.11826595622528646 0.16961978791368892 0.091905174174030435 0.12832824429023759 0.14136622829573753 0.10474985366597278 0.17443900423290792 0.13345945519631652 0.24854202629206146 0.28009942218341166 0.090197679688571952 0.11950745148533304 0.077494704297936923 0.30960555596376549 0.19793399438026205 0.071677592773818466 0.062216292749440183 0.14876415649808905 0.10478639971005599 0.11301546018876252 0.14898780653503607
leaf_count=113 1405 2 37 8 33 23 20 498 29 19 37 31 24 39 45 33 20 53 49 14 19 27 73 56 27 14 33 50 14 55
internal_value=-9.01015e-05 -0.0479106 3.84799e-05 -0.00599141 -0.00321724 -0.00651803 -0.00302958 -0.00704606 -0.00146362 0.000899031 0.0147559 0.0295691 -0.00944612 -0.0044089 -0.000328974 -0.00849889 -0.00290376 -0.0120967 4.41798e-05 -0.0277954 0.00185706 0.00086429 0.00170946 0.0230669 -0.000425504 -0.0468678 0.0326136 -0.0698673 0.015437 -0.00591645
internal_weight=9.14145 0.0245139 9.11694 1.13862 1.09328 1.05147 0.978813 0.886798 0.79412 7.97832 0.649485 0.402891 0.246594 0.233271 7.32883 1.54704 1.3726 1.09038 0.841837 0.299734 5.78179 5.66228 5.58479 0.50754 5.07725 0.133894 0.282224 0.194984 0.542103 0.262003
internal_count=2900 115 2785 648 611 603 570 547 527 2137 150 107 43 70 1987 366 333 280 227 109 1621 1602 1575 129 1446 41 53 64 118 69
is_linear=0
shrinkage=0.1


Tree=526
num_leaves=31
num_cat=0
split_feature=4 3 4 4 0 1 0 0 4 4 0 2 0 4 3 0 3 2 0 2 3 3 4 0 1 3 3 2 0 4
split_gain=0.00542866 0.00985842 0.00516824 0.00950292 0.00659748 0.00506564 0.00464967 0.0378892 0.0110713 0.0476427 0.0276013 0.0505895 0.03586 0.0224306 0.0274017 0.0357718 0.0252017 0.0151061 0.0414954 0.0307187 0.0270822 0.0610757 0.042097 0.0366208 0.0668231 0.0251185 0.0342727 0.0285691 0.0226968 0.0319949
threshold=32.785955158400007 -0.22588499999999997 34.542090938800008 33.96174662340001 92.851278451300018 69.276189105400007 85.737618238150006 85.775256651950016 42.852084787850011 42.686561923500008 86.866770652900016 -0.08725999999999999 86.950112854950021 42.929886289700008 0.095645000000000022 88.576630023850015 0.10970500000000002 -0.11808 85.939252597950016 -0.11131999999999999 0.083290000000000017 0.088565000000000019 40.532725462000009 87.181320254150009 65.111767461350013 -0.072169999999999998 -0.22831499999999999 -0.12350999999999999 85.968825637350008 39.852039223600009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -3 -4 -8 9 17 11 -10 -12 -14 15 -15 -16 18 -9 -19 25 22 -22 -23 -25 26 -20 -27 29 -21
right_child=2 5 6 -5 -6 -7 7 8 10 -11 12 -13 13 14 16 -17 -18 19 20 28 21 23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.059473910629798392 -0.033157414588088872 -0.026963240361792446 -0.0058421635365992772 0.047988761472056114 0.027145577271763206 -0.10077953745294402 0.053870214412457013 0.096301688505540481 -0.0037957358727185768 -0.053485711296488207 -0.10228650257476529 0.064494083490740498 -0.057974055656952697 0.063305702740526257 -0.10189635375859472 0.0031219174213741336 0.0096266692400530027 -0.048273933553382935 -0.049592386529211302 0.021891383349469998 0.010834950576027735 -0.044671299310296689 0.089741139371149151 0.10047593957561124 -0.0049671740902552889 -0.085291923174589696 0.052058380400876916 0.019954913397163574 0.000255507723634778 -0.047967764751566638
leaf_weight=0.0092466678712384009 0.038980062545646343 0.024232443647696236 1.2556091251299175 0.062759608040568793 0.033938984944885675 0.015083448030870403 0.13183000986464311 0.052477697026912185 0.22789739085146721 0.17522195347548564 0.034026716835796833 0.20702343601806195 0.058470504357855502 0.11396313543326997 0.043197190616378833 0.74031713226219242 0.038165506298675211 0.14630870278924923 0.059532070247712454 0.092693625018006709 0.12582874721966952 0.16054007352795452 0.14613893325813265 0.070432775653898716 0.40976798983772156 0.089891921123836482 0.074898756743138506 0.036169275732490069 4.1584346388140281 0.22395741404682212
leaf_count=56 16 33 519 36 32 79 13 5 27 37 3 22 21 24 30 569 18 26 42 9 35 20 18 7 159 81 30 5 881 47
internal_value=-8.73891e-05 -0.0334322 9.23649e-05 0.0194619 -0.00509037 -0.0552827 -0.000203826 0.000725592 -0.000210376 -0.00210596 0.0075923 0.0287104 -0.00134101 0.00211417 0.00586922 0.0111506 -0.0495833 -0.000566244 0.00930347 -0.00318387 0.00541201 0.0135289 0.0532343 -0.00332447 0.0104985 -0.0230277 0.00704281 -0.0550947 -0.0017097 -0.0275178
internal_weight=9.05704 0.0485626 9.00847 0.135679 0.072919 0.0393159 8.87279 7.61719 7.48536 6.02229 1.46306 0.434921 1.02814 0.994113 0.935643 0.85428 0.0813627 5.84707 1.22568 4.62139 1.1732 0.912709 0.271968 0.640741 0.480201 0.260492 0.134431 0.126061 4.47509 0.316651
internal_count=2900 168 2732 84 48 112 2648 2129 2116 1402 714 49 665 662 641 593 48 1365 402 963 397 239 53 186 166 158 72 86 937 56
is_linear=0
shrinkage=0.1


Tree=527
num_leaves=31
num_cat=0
split_feature=0 1 0 3 1 2 2 1 1 1 1 0 3 1 1 1 3 1 2 2 1 4 4 3 3 1 3 3 3 3
split_gain=0.00459994 0.0109608 0.0104111 0.00701394 0.0118091 0.00614033 0.00537793 0.0152766 0.0215933 0.0321917 0.0317769 0.0262686 0.0195374 0.0171156 0.0253627 0.0256077 0.0208178 0.0233687 0.0212986 0.0188032 0.0151965 0.0151514 0.0227884 0.0197172 0.0194625 0.0119993 0.0114032 0.015428 0.0121036 0.0102579
threshold=114.06859001680002 89.264875305300009 122.45926784190002 -0.21013499999999999 93.464246905050018 0.68694500000000025 -0.0039949999999999994 60.474177186300004 61.944763783650011 62.014663695050011 62.057679025150001 88.232507383150008 -0.12530999999999998 65.727424373200009 66.318885161900013 67.980352286500008 0.10332500000000001 68.321786469100019 0.048530000000000011 0.072320000000000023 54.927888063200008 41.061442884200012 38.318569170500005 0.089785000000000018 0.098005000000000023 69.563854125350005 0.12746000000000005 0.25847000000000003 0.43644500000000008 0.11263500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 6 26 20 -9 -10 -11 -12 25 -14 -15 -16 17 -17 -19 -20 -8 22 24 -24 -21 -13 29 -28 -29 -1
right_child=1 2 -4 4 -6 -7 7 8 9 10 11 12 13 14 15 16 -18 18 19 21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.00087068581108768665 -0.10063339763257771 0.086547974181729492 -0.10021390804952812 -0.10057408851384074 0.051920957513836824 0.029580883272866412 0.059774486492133343 0.036343591419946857 -0.0761045072292309 0.074424663245094086 -0.060225929937581468 -0.0054535441410017401 0.04630793197921048 -0.10167460213622417 0.066488025717654275 -0.066557261212720348 -0.058020821952482371 -0.043992752586828367 0.059887785368715488 -0.016520287938069853 -0.10056875073421506 0.043362631464959521 -0.001634792294202336 -0.10091421285609609 0.092424801584670757 -0.093331985499638559 -0.05136867678378091 0.021149023152313318 -0.031260652478363633 0.022770860521526978
leaf_weight=7.3020869625094953 0.015349950018264072 0.011588444593144231 0.0084935570352718814 0.00858311625481889 0.012435470279876612 0.070124742996266032 0.0073402845445679201 0.11479921336612597 0.06754550061646114 0.048270628061402476 0.089314885178723102 0.027247796437222749 0.078676924604224152 0.025136958660368691 0.053859234905786479 0.04415933188283816 0.066806291716900112 0.060098344605854948 0.088828733287481754 0.038337184007702252 0.030350070488669445 0.070656566355161488 0.041986551388959015 0.038209242976790847 0.028653602604890693 0.036154672039060642 0.09674022229278012 0.10061273286121608 0.078401597058515904 0.22032977600025905
leaf_count=1847 33 20 129 27 73 35 57 23 17 16 34 13 18 7 26 6 41 37 40 40 35 60 34 16 9 49 32 34 19 73
internal_value=-7.36587e-05 -0.0285296 -0.0016008 0.0240862 -0.0103517 0.00010633 -0.000127096 -0.00682284 -0.00450983 -0.00969815 -0.00433533 -0.00915917 -0.00263234 0.00264944 -0.00352035 0.00112097 -0.00624842 0.00216841 0.010443 0.0211108 -0.0693415 0.00529887 -0.0129736 -0.0489364 0.0300782 -0.0555654 0.000779988 -0.0191926 -0.00180446 0.00151214
internal_weight=8.98118 0.0564505 0.0411006 0.032607 0.0210186 8.92473 8.8546 1.05643 1.01874 0.903942 0.836397 0.788126 0.698811 0.635409 0.556732 0.531595 0.477736 0.41093 0.36677 0.306672 0.0376904 0.217843 0.147187 0.0801958 0.0669908 0.0634025 7.79817 0.275755 0.179014 7.52242
internal_count=2900 282 249 120 100 2618 2583 578 486 463 446 430 396 334 316 309 283 242 236 199 92 159 99 50 49 62 2005 85 53 1920
is_linear=0
shrinkage=0.1


Tree=528
num_leaves=31
num_cat=0
split_feature=0 0 1 2 2 2 2 2 0 1 0 0 3 3 2 2 4 4 1 2 4 3 0 0 0 3 2 0 1 3
split_gain=0.00432596 0.0233462 0.0129054 0.0269873 0.0351083 0.0261725 0.0247205 0.0163628 0.0159034 0.0133853 0.0137415 0.0255934 0.0191601 0.0193856 0.00937243 0.0174843 0.0149077 0.0295072 0.0313124 0.0296212 0.0218182 0.0159216 0.0135032 0.0315717 0.0130617 0.0121949 0.0098751 0.0114061 0.00926958 0.0105361
threshold=97.835679825150024 97.550703263350016 78.220689305400015 -0.59681499999999998 -0.08756499999999999 -0.094344999999999998 0.20327000000000003 -0.14228499999999997 98.327667663000014 78.433077497700012 99.515966156650009 100.37896121655002 0.10500500000000003 0.10461500000000003 -0.60827500000000001 -0.22699 44.710446918150005 41.21013581150001 80.677940036650014 0.06041500000000001 39.091773401050006 -0.22831499999999999 104.86330937810001 105.98708487665002 102.21786657775002 -0.22253999999999999 -0.088944999999999996 113.28087178455002 86.858705278550005 0.074640000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 7 -6 8 -5 -4 -11 -12 13 14 -13 24 17 18 -17 22 21 -20 -19 -24 -16 -26 28 -28 -18 -30
right_child=2 -3 9 4 6 -7 -8 -9 -10 10 11 12 -14 -15 15 16 26 19 20 -21 -22 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=-3.4478529751527114e-05 -0.10138304705815525 0.036961017651486586 0.043421910790784113 0.071015268925004357 -0.067629036889382446 0.084698881979049775 0.019019982112656951 -0.049788277651772378 -0.018506943923283038 -0.062514951087479689 0.04491005489695149 -0.08197506224793584 -0.073428514273141524 0.10030930323781562 0.082758764557900405 0.055159211917016261 -0.060797542846417134 -0.10094473694443651 -0.10054768788154916 0.03801543229637612 -0.070457863154567299 0.045986030728877129 0.094866017161993776 -0.10030248044368113 0.063636403613046011 -0.10014935662086893 0.062666582169814217 -0.012743106018841682 0.06554369905332609 -0.021637189597558219
leaf_weight=7.5350346933149757 0.037559284465459086 0.17452727525960643 0.069200387655570239 0.037911362676823046 0.1236722110515841 0.045478438551072031 0.044871413127452797 0.047971644743768138 0.041639074165630063 0.03633811256440822 0.11027886319425306 0.015750984306315496 0.040980359756940921 0.017715868899358611 0.03778835747320386 0.072781773808728162 0.02562215895690656 0.080556997663506991 0.0090658752352440197 0.026969600622194889 0.059376245876221034 0.04072007478511469 0.013299034220835892 0.02199987282141258 0.0088635597615507322 0.0093324511600669791 0.05910926936485339 0.030359943704407311 0.022252251294162306 0.036766786957031172
leaf_count=1770 14 33 19 15 79 9 23 22 57 11 22 31 66 3 12 32 35 34 31 18 82 137 3 87 11 88 15 57 16 68
internal_value=-7.38634e-05 0.000803017 -0.00559599 -0.0209258 -0.012078 0.0195677 -0.0445604 -0.00366017 0.0241567 0.00128057 -0.00247777 0.000472026 -0.00731518 -0.00271003 -0.00590847 -0.00374916 -0.00969572 -0.0223528 0.00435334 -0.0563734 -0.0295205 0.0193027 -0.0783458 -0.0267718 0.049241 -0.0203668 0.0139136 0.0370775 -0.0105717 0.0112331
internal_weight=8.93379 7.70956 1.22423 0.379103 0.341544 0.173001 0.168544 0.127522 0.0795504 0.845129 0.775928 0.73959 0.629311 0.588331 0.570615 0.554864 0.49888 0.324769 0.181944 0.142826 0.109162 0.049786 0.115856 0.0352989 0.0559844 0.018196 0.17411 0.0894692 0.0846412 0.059019
internal_count=2900 1803 1097 219 205 103 102 94 72 878 859 848 826 760 757 726 615 424 282 142 250 168 124 90 111 99 191 72 119 84
is_linear=0
shrinkage=0.1


Tree=529
num_leaves=31
num_cat=0
split_feature=1 0 3 1 0 2 0 2 2 4 0 0 4 3 3 1 0 3 3 4 4 4 1 4 0 1 1 2 2 2
split_gain=0.00396348 0.0210082 0.023162 0.0173471 0.0181453 0.0434698 0.0292561 0.0304966 0.0233295 0.0231733 0.0524429 0.0213676 0.0191489 0.0188257 0.089229 0.0589829 0.0610234 0.0372797 0.0508333 0.0683289 0.0562043 0.0471887 0.0414763 0.045113 0.0391819 0.0388812 0.0338683 0.0330002 0.0847094 0.0956154
threshold=68.961639504150014 93.262612545250008 -1.0000000180025095e-35 68.214248143850014 91.625341543800019 -0.053019999999999991 90.337570099350003 -0.053019999999999991 -0.117115 38.441102963850007 89.738043936200015 81.917319234750025 37.020641110850008 0.083415000000000031 0.085765000000000022 63.431481129800005 89.057864029250013 0.08784500000000002 0.091975000000000015 41.468518788800004 42.178283198950005 42.686561923500008 62.020040611300011 40.496232821400007 86.20003303655001 62.009286778800011 61.928633034850002 -0.083135000000000001 -0.077279999999999988 -0.065399999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 -6 9 8 -8 11 13 -1 -13 27 -15 16 17 -16 19 -19 22 -22 23 -20 26 -23 -25 -11 -29 -30
right_child=1 -3 -4 -5 5 -7 7 -9 -10 10 -12 12 -14 14 15 -17 -18 18 20 -21 21 25 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.037585733534410359 -0.0079418666607921351 -0.0013943204194632316 -0.10071112964617419 0.032387593924098665 -0.10105697915685369 0.013441955490480391 0.020423809906335123 -0.01291558354788036 0.085650277680094922 -0.0061088325698452984 -0.068822294205755349 0.0081371607967910195 0.045911618709362535 -0.05761680222009289 0.024112653123369181 -0.053104462668001985 0.069291779653838093 -0.089750951303888882 0.032800525270374893 -0.0090777240328546588 -0.066575271649798581 0.053601901527856148 0.035409362669975269 -0.03348985629289232 -0.062444229754790005 -0.032243308310942784 0.035465002624849966 0.080267225537740128 -0.055775894204959001 0.040183245324244971
leaf_weight=0.062450403420266976 0.066246855905831126 2.8414785822028708 0.045328332099051738 0.17551579555765773 0.05809720030151766 0.077241918412937483 0.11416347242629854 0.10915622300116457 0.10551689245039597 0.69110605474671338 0.11746227015100874 0.31673215389173492 0.23286156376707368 0.29562164732215057 0.52882756803714537 0.19522652563725973 0.13519160787109274 0.15064102121687062 0.23742824439250376 0.34644400454158131 0.18357788167475053 0.087955537520592486 0.51514654961647466 0.1445616593628074 0.15155218174913898 0.1318520631307365 0.14041939156618355 0.19498268852953515 0.17619454576470162 0.25285291020928624
leaf_count=100 32 1560 54 34 40 34 26 27 18 212 18 57 37 45 52 40 8 26 30 67 44 24 61 25 19 34 17 15 16 128
internal_value=-7.24942e-05 -0.00306568 -0.0456301 0.00141838 0.000473593 -0.0357092 0.00134526 0.0302867 0.0517534 -0.000454112 -0.00284858 0.0178437 0.0241421 -0.00114899 -0.00523998 1.08324e-05 0.00377664 0.000394009 -0.00560867 -0.0335256 0.00310541 -0.0291496 0.0140474 -0.00228079 -0.0213613 0.00210747 0.000486435 0.00894349 0.0256138 0.000776236
internal_weight=8.88183 2.95305 0.111575 5.92878 5.75326 0.135339 5.61793 0.328837 0.21968 5.28909 4.67704 0.612044 0.549594 4.55958 3.24445 2.94882 2.7536 2.61841 2.08958 0.497085 1.59249 0.403385 1.18911 0.673961 0.436533 0.219808 0.284981 1.31514 0.62403 0.429047
internal_count=2900 1646 86 1254 1220 74 1146 71 44 1075 881 194 94 863 492 447 407 399 347 93 254 102 152 91 61 58 42 371 159 144
is_linear=0
shrinkage=0.1


Tree=530
num_leaves=31
num_cat=0
split_feature=2 2 3 2 0 3 3 4 4 3 0 0 2 2 4 0 4 3 3 1 1 2 3 4 1 2 4 2 2 3
split_gain=0.00528257 0.0681656 0.0327155 0.027177 0.0314972 0.0266137 0.0352397 0.0438491 0.0641794 0.0340715 0.02715 0.048854 0.0426438 0.0261617 0.033418 0.0260328 0.0249671 0.0243648 0.0395839 0.0469905 0.0385454 0.0243037 0.0215427 0.0213826 0.032728 0.0204877 0.109259 0.0592218 0.0197347 0.0192761
threshold=-0.092289999999999997 -0.088329999999999992 0.083415000000000031 -0.085734999999999992 86.780739992750014 0.083565000000000014 0.093760000000000024 36.82350895510001 39.091773401050006 0.081815000000000013 85.737618238150006 85.968825637350008 -0.16717499999999999 -0.095019999999999993 38.238138001450004 91.821598987350015 40.380906245900007 0.085715000000000027 0.091705000000000023 70.182199495350019 75.18810853425002 -0.11808 0.10176000000000003 41.289992964000007 75.403185184700007 -0.081474999999999992 41.811877919650009 -0.082885 -0.117115 0.087605000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -3 9 13 -8 -9 -1 -10 -12 23 14 29 -6 -14 -16 19 28 -21 -11 -18 -13 -25 26 -5 -28 -19 -7
right_child=1 3 -4 25 15 6 7 8 10 21 11 12 16 -15 17 -17 22 18 -20 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0031910273898573859 0.0098877253921655119 -0.001577387831898305 -0.062833027739456995 -0.090336629627454854 0.085450143797509051 0.012045777815191599 0.045813902203576728 -0.093809662183717904 -0.059879247209637491 -0.014427423218383304 0.06481238182551928 0.045572724287929745 -0.087030849505175312 0.062757069631588822 0.049870290948973696 0.015847705643567116 -0.055015446383602687 0.033235190097483651 0.051395446033552242 -0.10218898744935222 0.0023467545253270895 -0.10200612241342343 0.016464624665904887 -0.056145905611041637 0.043562634589644926 0.0015090380224540511 0.024308008315618232 -0.044745948927064662 -0.011242634828601432 -0.078224682640093302
leaf_weight=0.93446851845954337 0.081400899553557449 0.22373514300306885 0.25775623481293208 0.15805546777306112 0.11182617966551334 0.040794804271053975 0.14337191600157484 0.089954293918469208 0.077477648191688786 0.063048694449104214 0.10574626552988775 0.13607020191887381 0.07715690597422048 0.13245373668162641 0.22768875609307315 0.10344690288227065 0.082225917631017609 0.25533816525557984 0.19466659473492087 0.071830445507657714 0.069307016288073342 0.063701231042244899 0.086535894748521969 0.072440619282133412 0.060340466567819107 4.0422019817728847 0.40881297042435705 0.17838835077796489 0.16372066736221325 0.056303471466609745
leaf_count=730 26 31 64 54 8 27 64 47 33 27 10 39 15 26 45 39 22 38 38 16 29 17 19 26 28 1241 43 36 20 42
internal_value=-7.31156e-05 -0.00193541 -0.0453794 0.000883762 0.0246967 0.00316121 0.00957347 -0.00505444 -0.0143102 -0.00979012 -0.00406471 0.00290429 -0.00981314 0.0208128 0.015667 0.0520035 -0.0399073 0.0211977 0.0125492 -0.000949798 -0.0508556 -0.0584422 -0.0183627 0.017714 -0.0108348 -0.00129987 -0.0165351 0.00332982 0.0158583 -0.0402985
internal_weight=8.77027 5.56562 0.339157 5.22647 0.439008 3.20464 2.14342 0.93132 0.787948 1.06122 0.697994 0.620516 0.51477 1.2121 1.07965 0.215273 0.245919 0.982552 0.754863 0.560196 0.141137 0.12675 0.168762 0.268851 0.132781 4.78746 0.745257 0.587201 0.419059 0.0970983
internal_count=2900 1542 90 1452 78 1358 584 303 239 774 192 159 149 281 255 47 56 186 141 103 45 44 41 93 54 1374 133 79 58 69
is_linear=0
shrinkage=0.1


Tree=531
num_leaves=31
num_cat=0
split_feature=2 2 3 4 2 3 3 3 4 4 1 2 4 3 4 0 2 0 0 2 4 1 4 4 1 0 3 3 3 2
split_gain=0.00431349 0.0583165 0.0473686 0.0383706 0.0349548 0.0220111 0.0296005 0.0292976 0.0365722 0.057596 0.024101 0.0265677 0.0426486 0.0614 0.0350381 0.0322695 0.02375 0.0228078 0.041363 0.0357467 0.023174 0.0216185 0.0198751 0.036802 0.0191211 0.0360104 0.0202745 0.0576669 0.0529577 0.063599
threshold=-0.092289999999999997 -0.088099999999999998 0.082775000000000029 41.468518788800004 -0.085734999999999992 0.083565000000000014 0.081815000000000013 0.093760000000000024 36.82350895510001 39.091773401050006 61.917879202350001 -0.11131999999999999 41.495754733000005 0.086105000000000029 38.771633980050005 90.603727454250006 -0.11808 85.737618238150006 85.968825637350008 -0.16717499999999999 41.134354310300004 62.079186690200011 43.368902217050007 41.755948821900006 81.524804347700012 106.56510337475001 0.083415000000000031 0.082975000000000021 0.086520000000000027 -0.082885
decision_type=2 2 2 2 2 2 2 2 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 21 6 -1 10 -9 -10 -7 14 -13 -14 15 -12 -8 -11 -19 -20 -21 -3 23 -16 26 -26 27 -6 29 -28
right_child=1 4 3 -5 24 7 16 8 9 17 11 12 13 -15 22 -17 -18 18 19 20 -22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-0.002872128297752899 0.035932415652852587 0.056718374719594171 -0.0057204757489733495 -0.078627156068667756 0.0042931328186329642 -0.033301772243542811 -0.013008174507733393 0.04212085724986666 -0.092149110374254217 -0.055829297034285311 0.0032892646388340712 0.070756280869250732 0.075279928809334012 -0.03587745663726901 0.0067390712489637005 -0.1017278933617549 -0.10181391213644116 0.060862380247875263 0.016305744490519445 -0.064594078512310721 -0.0017407080405069373 0.0079161326981406852 -0.013877869182613601 0.067456006415384448 -0.10062891578894383 0.0050640202791479971 0.020423814018906694 0.082151471096816003 0.00024090424334679704 -0.067944987164105228
leaf_weight=0.93440583588487214 0.070081412941247923 0.17193608667639448 0.10753925063296987 0.21959499928379955 1.1910329430674096 0.081497605977261967 0.062940916459270912 0.14050660184114327 0.082788394105469898 0.074927300487729553 0.074592211507810258 0.23829341016788297 0.082960462887626818 0.12391891926338161 0.2409479122815803 0.048145649700503057 0.057742536766603791 0.10157418175367638 0.26302676855745993 0.13436772374834044 0.10411210393685622 0.19228452634153825 0.12329269452322933 0.17044558817107625 0.054903750458666384 0.078077002436481385 0.11975577648263425 0.103387497809308 2.9684850915718304 0.25456719769677105
leaf_count=730 23 20 27 52 364 24 27 64 47 33 12 31 19 33 50 47 17 10 93 25 31 46 37 28 89 223 11 11 593 83
internal_value=-8.16805e-05 -0.00176212 -0.038677 -0.0546605 0.00109373 0.00287824 -0.00889164 0.00883311 -0.00475251 -0.0134092 0.0191742 0.0230529 0.0419166 0.00869764 0.0102794 -0.0379052 -0.0554984 -0.00379469 0.00267013 -0.00911601 -0.0371545 0.030954 0.0213402 0.0318949 -0.00118619 -0.0385734 -0.00011405 0.0105118 -0.00422865 -0.0396735
internal_weight=8.67213 5.53165 0.397216 0.327134 5.13443 3.14049 1.05509 2.0854 0.901303 0.760796 1.18409 1.1026 0.445173 0.206879 0.657424 0.122738 0.120683 0.678008 0.603081 0.501507 0.23848 0.364221 0.534686 0.411394 4.77021 0.132981 4.63723 1.29442 3.34281 0.374323
internal_count=2900 1542 102 79 1440 1358 774 584 303 239 281 257 83 52 174 59 44 192 159 149 56 66 115 78 1374 312 1062 375 687 94
is_linear=0
shrinkage=0.1


Tree=532
num_leaves=31
num_cat=0
split_feature=4 3 3 3 2 3 3 1 0 4 2 1 4 4 4 1 1 2 2 2 2 4 3 2 2 0 4 2 2 4
split_gain=0.00411568 0.0230902 0.0341898 0.0274292 0.030988 0.0289796 0.0337657 0.0254804 0.0278774 0.0158342 0.0345095 0.0125878 0.0120275 0.00815373 0.0169837 0.0436515 0.0882238 0.0551832 0.0326223 0.0116876 0.0592508 0.0426433 0.0517852 0.0391519 0.033965 0.0333126 0.0296647 0.0284242 0.0548869 0.0331985
threshold=43.19689381845 0.086945000000000022 0.096845000000000028 0.083415000000000031 -0.08459499999999999 0.082325000000000023 0.081550000000000025 68.321786469100019 97.32487278035002 43.104429861650011 -0.079824999999999993 62.245871094250013 43.411469133450005 43.022303514600004 42.599563320500003 62.399113207700005 62.106071271500007 -0.082509999999999986 -0.11911999999999999 -0.092289999999999997 -0.088329999999999992 41.902916368500009 0.093760000000000024 -0.09715 -0.10098 88.76213363490001 41.621607100200002 -0.085734999999999992 -0.079824999999999993 41.811877919650009
decision_type=2 2 2 2 2 2 2 2 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 7 5 11 6 12 -3 -9 13 -11 -5 -2 14 19 16 17 -16 -17 21 25 23 -23 24 26 -21 -1 -22 29 -29
right_child=1 2 -4 4 -6 -7 -8 8 -10 10 -12 -13 -14 -15 15 18 -18 -19 -20 20 27 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0020004488900053343 0.071340770317067606 0.066228919318986543 -0.037924918219063929 -0.04186644158939052 -0.10127227346903692 0.048264434799553335 -0.10171377669976078 -0.055412592099044082 0.044196922808152336 -0.10187909975382832 0.020788148162455462 0.011654798890958794 -0.0002400924208436322 0.022437626065094043 0.00072998319634348858 -0.0076623649414753071 0.043965420033206623 -0.1026419701541065 -0.092889649272331079 -0.0070186476687568071 0.03406151544732066 0.06128412005265417 -0.027602425548451267 0.042977012490918134 -0.07358219161396308 -0.089583743243783209 -0.054648803404403992 -0.060629407507719661 0.002648299798186279 -0.0081111180127889596
leaf_weight=1.3921456873898179 0.024442385996564786 0.17178484752373169 0.066414530590883203 0.082372323948220583 0.051805419449245882 0.1350255083277716 0.032676928890737145 0.045570367752020502 0.073272902421848585 0.047220169742615781 0.04459141021922608 0.094194017767165406 0.59231722763740535 0.15159672702107219 0.11334237657706581 0.076808198258090155 0.22488853537652176 0.094864714503469449 0.10814766054752933 0.08337305102758874 0.23300955616680363 0.25821065723179959 0.087841836042997556 0.19151223637069836 0.068887497386233121 0.11807129729135946 0.099012719753915124 0.23261952255044649 3.3303160819257926 0.24942307532069208
leaf_count=597 22 38 46 10 51 27 12 24 38 27 17 33 513 33 28 23 18 33 63 16 48 56 33 37 25 36 25 68 868 35
internal_value=-8.30326e-05 0.0049414 0.0268081 -0.002767 -0.0332671 0.00611217 -0.00265178 0.0416009 0.00600172 -0.0010382 -0.0423016 -0.0133141 0.00259668 -0.000505674 -0.00100523 -0.0168293 0.000537885 -0.046369 -0.0574966 0.000536298 -0.00248016 0.00664341 0.0387212 0.000305854 -0.00493249 -0.055412 -0.00176105 0.000155647 -0.00191666 -0.0334549
internal_weight=8.57576 1.36988 0.357043 1.01283 0.228372 0.784462 0.649437 0.290628 0.118843 7.20588 0.0918116 0.176566 0.61676 7.11407 6.96247 0.618051 0.433096 0.208207 0.184956 6.34442 4.24681 2.09761 0.346052 1.75156 1.56005 0.201444 1.49116 4.04537 3.81236 0.482043
internal_count=2900 814 146 668 94 574 547 100 62 2086 44 43 535 2042 2009 165 79 61 86 1844 1071 773 89 684 647 52 622 1019 971 103
is_linear=0
shrinkage=0.1


Tree=533
num_leaves=31
num_cat=0
split_feature=4 3 1 3 4 0 3 3 2 3 3 3 4 4 4 2 0 1 2 2 0 0 1 2 2 4 0 2 0 3
split_gain=0.00358396 0.0166275 0.0242189 0.0218004 0.0206867 0.0281638 0.0154514 0.0225109 0.016447 0.0103045 0.0215134 0.0297395 0.00977001 0.0222162 0.0136923 0.0316391 0.0110955 0.00802594 0.0196535 0.0187669 0.0176303 0.0161313 0.0123162 0.019479 0.0494015 0.029163 0.0224597 0.0266514 0.0187291 0.0224907
threshold=43.411469133450005 0.086520000000000027 68.321786469100019 0.09495000000000002 48.680511450650009 97.32487278035002 0.085880000000000026 0.085245000000000029 -0.24103499999999997 0.083415000000000031 0.082325000000000023 0.081550000000000025 43.245737185650007 43.19689381845 43.104429861650011 -0.079824999999999993 86.458125017100016 81.188747081400024 -0.18126999999999999 -0.61225999999999992 101.15323715815002 107.54101367610001 77.898074329750017 -0.081844999999999987 -0.074434999999999987 41.840895355800008 100.53758024625002 -0.0086649999999999991 99.378854792050006 0.091705000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 6 3 -3 5 -4 7 8 -2 10 11 -10 13 14 17 -16 -14 22 19 -19 -20 -22 28 25 -25 -24 -26 -28 -1 -30
right_child=1 2 4 -5 -6 -7 -8 -9 9 -11 -12 -13 16 -15 15 -17 -18 18 20 -21 21 -23 23 24 26 -27 27 -29 29 -31
leaf_value=-0.00025256161815908435 -0.10038532186711423 0.08028591395342051 -0.10081361173055103 0.0066292908954543057 0.056743992918790315 0.020943906676265042 -0.062199031059677584 0.088995183574734363 0.0011730494623825171 -0.038251363280646739 0.043399340660940429 -0.10154901995381752 -0.057125643524475189 0.056868738044297755 -0.10169906424221947 0.0187959965262132 0.0021728680895962875 -0.10036972237429101 -0.10079622974765584 0.046909019106652711 -0.0020488510607942754 -0.10038644488707685 -0.042626668763459115 0.094317139936338876 0.048959055888221213 0.046503615388638182 -0.08443181166357433 0.020091481112261465 -0.0056230125470606851 -0.10073149282935999
leaf_weight=6.3283405385816938 0.016573172258494751 0.099226253081091897 0.037277406278462877 0.067529802529861627 0.032321910189082814 0.038741330482540803 0.040195163777063669 0.028265351968955965 0.58419481119156491 0.063847821589590126 0.11469807101707374 0.029612837664330982 0.065305482119299429 0.06705007076379832 0.042798366032638313 0.044396743705419683 0.061055419262174837 0.010172954164543668 0.036118591696842867 0.057865411564340441 0.089859602764599256 0.020483875805283186 0.10128355889597884 0.088715263438643888 0.060700226124026702 0.057579123764298856 0.045536027787306921 0.052543120121413267 0.06328753886356242 0.040952584491677158
leaf_count=1347 103 30 31 19 18 35 17 15 417 39 23 12 22 11 27 17 22 22 23 110 111 222 50 10 13 13 12 32 39 38
internal_value=-9.3405e-05 0.00509067 0.0265417 0.0504578 -0.0102695 -0.0387625 -0.00163512 0.00127267 -0.00179252 0.000269689 0.00364576 -0.00378272 -0.000908038 -0.000424775 -0.000962757 -0.0403471 -0.0284736 -0.000475885 -0.0195229 0.0248882 -0.0401539 -0.020304 0.000121518 0.0170058 0.0345469 -0.0103218 0.00115132 -0.0284364 -0.000945092 -0.0429881
internal_weight=8.48653 1.15248 0.275097 0.166756 0.108341 0.0760187 0.877387 0.837192 0.808927 0.792354 0.728506 0.613808 7.33404 7.20768 7.14063 0.0871951 0.126361 7.05344 0.2145 0.0680384 0.146462 0.110343 6.83894 0.406357 0.247495 0.158863 0.158779 0.0980791 6.43258 0.10424
internal_count=2900 759 133 49 84 66 626 609 594 491 452 429 2141 2097 2086 44 44 2042 488 132 356 333 1554 130 67 63 57 44 1424 77
is_linear=0
shrinkage=0.1


Tree=534
num_leaves=31
num_cat=0
split_feature=0 1 3 3 0 0 2 1 3 3 3 0 0 2 0 0 1 3 3 1 1 1 3 3 3 3 3 4 0 1
split_gain=0.00348078 0.0202982 0.0536023 0.0216021 0.0190524 0.0145094 0.0141856 0.01187 0.025321 0.0234435 0.0600087 0.0305357 0.0272633 0.0136575 0.0122684 0.019021 0.015261 0.02727 0.0159637 0.014439 0.0127667 0.0131954 0.0113745 0.0166299 0.0202435 0.0225995 0.0201554 0.0185768 0.0152363 0.0168875
threshold=97.835679825150024 75.465019721650009 0.082620000000000013 -0.16319499999999998 97.550703263350016 97.152811460000024 -0.61225999999999992 78.220689305400015 0.12191500000000002 0.088670000000000013 0.087725000000000011 98.615332683000005 98.327667663000014 -0.59681499999999998 99.515966156650009 100.37896121655002 78.433077497700012 0.10500500000000003 0.10461500000000003 78.494912034700022 78.962703749400006 79.215418813700012 0.079785000000000009 0.085715000000000027 0.086355000000000029 0.089850000000000027 0.09117500000000002 39.211875820650008 101.23657936015002 80.677940036650014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 -1 -2 8 9 10 12 -11 -8 -9 -15 -16 -17 18 19 -18 -21 -22 28 -24 -25 -26 -27 -28 -23 -30
right_child=6 2 4 -5 -6 -7 7 13 -10 11 -12 -13 -14 14 15 16 17 -19 -20 20 21 22 23 24 25 26 27 -29 29 -31
leaf_value=0.000438387016729842 -0.10039910630947624 0.040602965689645477 0.029492527641070455 -0.10092661453903934 0.096827422664178833 -0.030578602067119362 0.033073755795100163 0.058602772984413888 0.046774103643810294 -0.10180645912359775 0.097877880321140975 -0.018728254470065476 -0.10083547023487055 -0.053122083514584709 0.043479910072572424 0.054187051402527553 -0.10065773428504519 -0.10186117321846351 0.10011372253916045 0.05802997450294161 -0.10093228313360675 0.099057767612733605 -0.071250868343600185 0.088304079666098267 -0.10045079013072591 0.072432793096378068 0.042646962097279854 -0.061669238770582724 -0.1007140678897204 0.011156169176511197
leaf_weight=6.9298084597142919 0.015462410092968892 0.015305369627640175 0.10397070512075679 0.03651144166739495 0.070524803304579109 0.15417178396182851 0.023504766182667614 0.0417534041207972 0.049461746317376765 0.074454216758226721 0.043132135062478483 0.10902844440911963 0.043052172306090597 0.041328348552440275 0.099118072761484655 0.041931968560675159 0.015627006432623658 0.02953577232943605 0.014577279849618208 0.032007571587740813 0.014575504435924813 0.018113654372427845 0.050411976414816984 0.020178711945643357 0.027200329974223378 0.029182423204274832 0.026148311397755655 0.049177498737741132 0.014485334246195691 0.19714578027975493
leaf_count=1645 33 15 48 49 10 36 10 27 24 26 7 56 91 14 22 12 8 60 3 21 8 6 116 18 71 22 58 59 24 301
internal_value=-9.03443e-05 0.000705189 0.0301864 -0.0591224 0.0567069 -0.000236649 -0.00528007 -0.00394922 -0.0194097 -0.0305758 0.00599774 -0.05244 -0.0535451 0.00299804 -0.000223186 0.00299461 -0.00392049 -0.00844633 -0.00302395 -0.00606584 -0.00297744 -0.00734962 -0.0041925 -0.0214838 -0.00496592 -0.0192556 0.00187709 -0.0254573 0.0110332 0.00349908
internal_weight=8.43089 7.31029 0.226312 0.0518168 0.174496 7.08398 1.12059 1.10513 0.342633 0.293172 0.109689 0.183483 0.0665569 0.762499 0.720746 0.679417 0.580299 0.538367 0.508831 0.494254 0.478627 0.44662 0.432044 0.202299 0.151887 0.131709 0.104508 0.0753258 0.229745 0.211631
internal_count=2900 1803 122 64 58 1681 1097 1064 214 190 108 82 101 850 823 809 787 775 715 712 704 683 675 344 228 210 139 117 331 325
is_linear=0
shrinkage=0.1


Tree=535
num_leaves=31
num_cat=0
split_feature=0 0 3 0 3 1 0 1 4 4 3 2 3 3 3 1 2 4 1 1 1 1 1 1 3 4 3 2 2 3
split_gain=0.00357784 0.0234505 0.0221092 0.0605902 0.0343639 0.0282858 0.0299522 0.028095 0.0256236 0.0623482 0.0887323 0.0436774 0.0456529 0.0387615 0.0355856 0.0366381 0.0332885 0.031935 0.0209647 0.0211467 0.1028 0.0425107 0.0696818 0.0307402 0.0199556 0.0194989 0.0243208 0.0139699 0.0181969 0.0148271
threshold=86.530713386650021 86.780739992750014 0.087725000000000011 86.420486603250012 0.086655000000000024 62.175971182900007 86.001087134900004 62.106071271500007 42.131954243650007 41.395309858300003 0.092290000000000025 -0.12350999999999999 0.09660500000000001 0.093760000000000024 0.10236000000000002 62.020040611300011 -0.054494999999999995 39.56957118270001 61.960894532450006 62.068432857650002 62.106071271500007 62.132955852800002 62.197478847950002 62.245871094250013 0.10575500000000003 48.008184682100008 0.080125000000000016 -0.016334999999999999 0.11529000000000002 -0.04931
decision_type=2 2 2 2 2 2 2 2 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 8 5 7 25 27 9 10 -4 -10 -13 -11 16 17 -12 -16 -3 -20 -21 -22 -23 -24 -14 26 -7 29 -29 -1
right_child=1 18 3 -5 -6 6 -8 -9 11 13 14 12 24 -15 15 -17 -18 -19 19 20 21 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.01287959812331434 0.027121942419525882 -0.043903937816965478 -0.10133855530308739 -0.086263269384454985 0.048268941239165267 0.033052283974004219 0.086076836073802815 -0.064695448510403139 0.053111349823956891 0.063203597781971058 -0.0095050285056943774 -0.10121296869284915 0.027670497926732342 0.0030753378280516568 -0.0051854991361161432 0.021009970750726407 0.071149565714977672 -0.07925426300811679 0.030206021073052498 -0.10321045335820261 0.059534950631517362 -0.10187074258688295 0.078201801865044163 0.00041865232118092738 -0.056122808939091086 0.059199480518293747 -0.10108752337441518 -0.080392578190209063 0.024301035309443057 0.011886509022988972
leaf_weight=0.40390394136123353 0.333650447661057 0.10766189685091365 0.10817585593333301 0.10109353611915128 0.16842237768287294 0.025761177131057855 0.07438861504488159 0.074289362667968706 0.047332943584478926 0.19575217981238069 0.10232297131159385 0.10303450722854979 0.06393735522510724 0.23703276420678776 0.10838538315147161 0.13142098522416745 0.10236690116653335 0.12574099541234318 0.23156942616333243 0.095925976173020788 0.12236099282745261 0.0664198170416056 0.051401459611952194 4.4032352098937606 0.051165356349429203 0.034089578781276941 0.028436588150725584 0.047047205179497564 0.025654877396505071 0.60208162893806616
leaf_count=214 36 15 36 15 21 39 8 17 14 19 23 58 17 37 18 21 22 23 23 9 9 9 8 1948 41 3 15 84 14 84
internal_value=-8.82247e-05 0.00144087 -0.00288237 -0.0115407 0.00573907 0.000294639 0.0393304 -0.00521299 -0.00605351 0.000614831 -0.0183045 -0.0339657 -0.0528603 0.0302718 -0.00255265 -0.0212459 0.0308309 -0.0449652 -0.000246314 0.000699239 -0.000742494 0.00137434 -0.00019976 0.00131618 -0.00957723 -5.7009e-05 -0.0373284 -0.00111643 -0.0434486 0.0019429
internal_weight=8.37406 5.41223 2.96184 1.47776 1.48408 1.31565 0.162676 1.15298 1.37667 1.1112 0.678413 0.26547 0.218137 0.432785 0.570237 0.365547 0.20469 0.234126 5.07857 4.97091 4.73934 4.64342 4.52106 4.45464 0.115103 0.0882873 0.0541978 1.07869 0.0727021 1.00599
internal_count=2900 2057 843 344 499 478 65 413 329 199 143 130 116 56 107 62 45 41 2021 2006 1983 1974 1965 1956 58 57 54 396 98 298
is_linear=0
shrinkage=0.1


Tree=536
num_leaves=31
num_cat=0
split_feature=0 0 0 2 3 4 3 3 3 4 4 2 4 2 1 3 1 0 2 4 1 0 0 3 3 0 3 3 4 3
split_gain=0.00431382 0.00545885 0.0085134 0.00782629 0.0139951 0.0054294 0.0159872 0.0271091 0.0244965 0.0273156 0.0239093 0.0197674 0.0122647 0.0291256 0.0117056 0.0121409 0.0101597 0.0285328 0.0194028 0.0488496 0.0156457 0.0148822 0.0442221 0.0141359 0.0343997 0.00976933 0.0093165 0.0078551 0.00781342 0.0271552
threshold=113.28087178455002 116.05267211710002 122.45926784190002 -0.088099999999999998 -0.397505 43.19689381845 0.086945000000000022 0.096845000000000028 0.083795000000000022 43.968221017800005 43.673409002000007 -0.097799999999999984 43.104429861650011 -0.079824999999999993 62.084563606450011 0.088165000000000021 72.026481772850005 86.280686780500005 -0.088099999999999998 47.001379125850008 73.865387134100004 90.437043050150024 91.625341543800019 0.075065000000000021 0.078505000000000019 93.972365491700018 -0.23958499999999999 0.079785000000000009 41.621607100200002 0.088165000000000021
decision_type=2 2 2 2 2 2 2 2 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 12 8 11 10 -10 25 -8 28 -14 -13 -16 17 18 19 -12 -18 -19 -23 -22 -25 -7 -21 -26 -1 -30
right_child=1 2 -4 -5 -6 6 7 -9 9 -11 16 14 13 -15 15 -17 20 21 -20 26 23 22 -24 24 27 -27 -28 -29 29 -31
leaf_value=0.0018638019419354801 -0.073432773964204556 0.10018113244488561 -0.10019640040333982 0.066143629312230681 -0.10046229409988611 0.090295539208605807 -0.00094230083823680492 -0.033867337382800566 -0.065920279926967293 0.019858598143980635 -0.10179204627836974 0.091232722048199252 -0.10154733849329585 0.016804176171984687 0.070937261649798466 0.0050378563871107031 0.097220056349362816 -0.10138006459957721 0.043183395961901835 -0.010213570010261422 0.036641899685968919 0.095277971955364041 -0.081869895652558644 -0.10058711562346441 0.070314145019500854 0.023973596057088663 0.030603082426146094 -0.0085926907780666684 0.0051822169175782598 -0.016470631714233228
leaf_weight=4.5684322318001263 0.017802408166310131 0.005213135387748479 0.0077993797339558557 0.015807952781368512 0.010434826433912803 0.042571949290348021 0.082921200682903873 0.062557747301980271 0.10553713061669612 0.057268238307949915 0.046335093357575019 0.066868641957626096 0.03941429708218358 0.044013097488090014 0.056526145257521421 0.055314651187153174 0.022961603621183713 0.040139502309273212 0.10024334169469284 0.10757376596006907 0.09088900603551231 0.020984887843951583 0.042900610819060603 0.032552164016522056 0.025489682728789376 0.046436119446298108 0.11646479647515662 0.024979574925509951 1.2007011125540903 1.1189534691144016
leaf_count=1310 54 1 129 47 73 37 30 38 31 36 59 10 26 16 9 38 15 17 31 23 72 6 72 84 22 15 30 20 266 283
internal_value=-0.000100722 -0.027502 -0.0066723 0.0165167 -0.0336177 8.95022e-05 0.00616534 0.0252701 -0.000542522 -0.0357468 0.00699368 0.0394103 -0.000997737 -0.0391096 0.0581339 0.0383445 0.000538405 -0.00738334 0.00560626 -0.00832579 0.0196371 -0.0536623 -0.023681 0.00939369 -0.0204367 0.0556949 0.0110047 0.0312595 -0.000536132 -0.00526267
internal_weight=8.27609 0.0570577 0.0392553 0.0314559 0.015648 8.21903 1.24752 0.324188 0.923327 0.162805 0.760522 0.261631 6.97151 0.0834274 0.178709 0.111841 0.671514 0.474642 0.370617 0.270374 0.196872 0.104025 0.0638855 0.17391 0.0830214 0.0890081 0.224039 0.0504693 6.88809 2.31965
internal_count=2900 304 250 121 74 2596 695 125 570 67 503 87 1901 42 57 47 451 238 143 112 213 95 78 198 126 52 53 42 1859 549
is_linear=0
shrinkage=0.1


Tree=537
num_leaves=31
num_cat=0
split_feature=1 1 2 0 0 2 2 2 1 0 1 4 2 3 3 4 3 2 0 2 1 1 0 0 0 3 3 2 2 0
split_gain=0.00365909 0.0223625 0.011854 0.0178535 0.0113023 0.0112857 0.0193931 0.0112263 0.0109052 0.00916598 0.0152015 0.0138443 0.010485 0.00910924 0.0178123 0.0190322 0.00898351 0.00851804 0.00566031 0.00492607 0.0162972 0.00694014 0.0223537 0.0145301 0.0196093 0.0169121 0.010636 0.00903185 0.0201522 0.0177682
threshold=81.524804347700012 82.011415269350024 -0.042409999999999996 107.15656416340002 108.08677067655002 -0.046474999999999995 -0.085734999999999992 -0.61225999999999992 89.912793714750009 103.44649194340002 80.677940036650014 46.650420857800007 -0.0086649999999999991 0.072890000000000024 0.086230000000000015 49.842240509300005 -0.21013499999999999 -0.088944999999999996 110.08967198375002 0.26462000000000008 68.214248143850014 78.962703749400006 100.67200315280002 101.47316367565001 100.13162306855001 0.091545000000000029 0.089785000000000018 0.19122000000000003 0.20981000000000005 91.625341543800019
decision_type=2 2 2 2 2 2 2 2 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 5 -4 -5 6 7 -3 13 10 19 12 -11 -9 15 -15 -6 -10 -18 21 -21 23 -23 24 27 -26 -25 -1 -29 -30
right_child=1 2 3 4 16 -7 -8 8 17 11 -12 -13 -14 14 -16 -17 18 -19 -20 20 -22 22 -24 26 25 -27 -28 28 29 -31
leaf_value=0.0007991779313995858 -0.10078915836561551 -0.10029501568953646 -0.10035232769542234 0.09744905071243995 0.048112724405820428 0.082287399097705494 -0.10037368291032121 0.062738897350344727 -0.10018128630950283 -0.10053596441375659 0.039198097358502666 0.021965940995058827 -0.010880576111145486 -0.10029078486114006 0.056237779605750285 0.022600686660430098 0.014474588535004555 0.0096979676851415356 -0.10026619820069745 -0.024973450196788774 0.046049437762370783 0.012847284070363025 -0.076371696422635235 0.070726808909340966 -0.10119926409080866 -0.0073978949603129597 0.0047390760400431546 -0.063828188036422304 0.04555052246433923 -0.033025996817722586
leaf_weight=7.115980439537223 0.025325784622628689 0.0086095951343032606 0.028052549773923879 0.0097154027062060777 0.010664699051865512 0.018997231149114668 0.017047055376248343 0.049277446309133666 0.0128530380968849 0.03118158731758669 0.10111224878164637 0.029824793375809122 0.022425097774217195 0.022105719978554816 0.044387956613208379 0.029313282735529356 0.0061868937333713339 0.015640361944566306 0.014092367526504834 0.052220407868546093 0.084731352732035248 0.067075195551012601 0.048307191665031723 0.050026942900103566 0.035463187048094258 0.041967578516050708 0.047731048034620471 0.070129728129813773 0.05460037194927736 0.060849021642752632
leaf_count=1824 34 26 56 5 25 5 65 27 173 33 28 25 20 43 56 35 23 14 110 30 32 20 29 23 36 22 21 16 18 26
internal_value=-9.50761e-05 -0.0107125 -0.00276226 -0.0389846 0.00335542 0.00864263 0.00162052 0.011164 0.0166925 0.000323883 0.000675185 -0.0326464 -0.0630307 0.0278003 0.00982998 -0.030232 -0.0261869 -0.0398673 -0.0652605 0.000171226 0.018968 -0.000167843 -0.0245061 0.000207749 -0.000299657 -0.0503588 0.0385078 0.000231205 -0.0215476 0.0041358
internal_weight=8.2259 0.312269 0.286944 0.0687119 0.0406594 0.218232 0.199234 0.182187 0.173578 7.91363 7.83019 0.0834315 0.0536067 0.145084 0.095807 0.051419 0.030944 0.0284934 0.0202793 7.72908 0.136952 7.59213 0.115382 7.47675 7.37899 0.0774308 0.097758 7.30156 0.185579 0.115449
internal_count=2900 697 663 219 163 444 439 374 348 2203 2125 78 53 161 134 78 158 187 133 2097 62 2035 49 1986 1942 58 44 1884 60 44
is_linear=0
shrinkage=0.1


Tree=538
num_leaves=31
num_cat=0
split_feature=1 0 3 1 1 4 1 0 1 0 3 1 1 3 0 0 3 4 0 0 0 1 0 4 1 1 1 3 3 3
split_gain=0.00333131 0.032564 0.0480829 0.0207642 0.0653945 0.0214989 0.0363537 0.033612 0.0416512 0.0280844 0.0231614 0.019599 0.0313183 0.032754 0.0185996 0.0304236 0.0169291 0.01624 0.0160342 0.0160099 0.0409958 0.0186062 0.0157759 0.0153236 0.0270285 0.0136378 0.0208019 0.0166499 0.0121067 0.0148961
threshold=71.090898343450007 96.055920542800024 0.082775000000000029 72.953999827850012 74.986474174450009 40.823855932350007 75.551050381850018 97.152811460000024 76.919475570250015 97.671683879200017 0.10461500000000003 70.865067860500019 70.343506983200015 0.08494500000000002 99.983757871350008 100.53758024625002 0.086105000000000029 43.968221017800005 101.06989495610001 97.550703263350016 97.900202820250016 77.086159974350025 102.21786657775002 45.90502654165001 73.365333921800001 78.962703749400006 79.535345331150026 0.09642000000000002 0.087405000000000024 0.080960000000000018
decision_type=2 2 2 2 2 2 2 2 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 17 16 -5 7 -7 -6 -9 -10 19 12 -1 -14 -11 -16 -3 -2 -17 -8 -21 -22 -20 -19 -25 -23 -27 28 29 -28
right_child=1 3 -4 4 5 6 10 8 9 14 -12 -13 13 -15 15 18 -18 23 22 20 21 25 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.00094640498444236104 -0.037759206935584627 0.069644378113810898 -0.10067164001381515 -0.10076703892867096 0.029216513898345509 0.077174410574695484 -0.057278530949873119 -0.07049862011993166 0.086180651994532009 -0.071682785930374998 0.066304144316633576 0.03475026300141313 0.029700848176643993 -0.10065644080220706 0.064753327965344276 -0.087378803399493152 0.0098405726328245641 0.075234740850181836 0.019665932546146341 0.09669770650093712 -0.054369000508423117 0.030269625970271021 -0.043848920590724517 0.10038019047891578 -0.10079463552847434 -0.1007278706655145 0.0087258315571193384 -0.10050655810383446 0.041624156352798515 -0.04707344684839776
leaf_weight=6.0601841677346355 0.066539271272514022 0.071922199767868622 0.081979022074365915 0.065759606003865545 0.14516520992037824 0.077813392860832664 0.045820216227411947 0.1443413403134457 0.030092148808762431 0.048700179327326509 0.056805465060392635 0.16752627485129767 0.028344270949503314 0.060239943328020296 0.050866245258248455 0.031596595560131391 0.13845776405651122 0.036614027459563658 0.085667281478208679 0.044224206591024995 0.063323757352350185 0.13503035198027646 0.071950845080042958 0.010898608714342117 0.017247090682701582 0.022237386152482941 0.18045711614317739 0.015937385817772487 0.067958368914944334 0.065102512023781367
leaf_count=1373 40 28 110 54 15 18 19 57 5 39 34 23 22 56 17 11 27 24 60 5 20 44 340 1 50 10 240 19 55 84
internal_value=-9.51848e-05 -0.00379957 -0.0405818 0.000928422 -0.00333438 0.0012981 0.0123465 -0.012771 -0.0259293 -0.0057545 0.00510805 0.00100301 8.3545e-05 -0.058946 -0.0153345 -0.00390432 0.0302856 -0.00306349 -0.0223614 -0.000322851 0.00406862 -0.00337884 -0.00932786 0.0325856 -0.0228955 0.0032551 -0.00711697 -0.000798479 0.00427009 -0.00606761
internal_weight=8.1888 1.87251 0.213278 1.65923 1.44885 1.38309 0.77471 0.60838 0.463215 0.318873 0.696897 6.31629 6.14877 0.0885842 0.288781 0.240081 0.21038 0.131299 0.189215 0.640091 0.594271 0.550047 0.157618 0.0647597 0.0281457 0.486723 0.351693 0.329455 0.313518 0.24556
internal_count=2900 1426 225 1201 1146 1092 548 544 529 472 530 1474 1451 78 467 428 55 115 411 496 477 472 400 75 51 452 408 398 379 324
is_linear=0
shrinkage=0.1


Tree=539
num_leaves=31
num_cat=0
split_feature=4 4 1 0 0 0 0 1 2 3 4 0 0 1 4 4 4 3 1 4 2 3 3 0 1 1 4 0 1 0
split_gain=0.00372621 0.0324803 0.0156658 0.068472 0.0434173 0.0360322 0.0280181 0.0225509 0.0471931 0.0215785 0.0171222 0.0209347 0.0462772 0.0462411 0.0434568 0.0207082 0.0732044 0.0272979 0.0390823 0.0340873 0.0210422 0.0186158 0.0522648 0.0453891 0.0346503 0.0325928 0.0164591 0.0236813 0.0256061 0.0244304
threshold=41.621607100200002 41.678468725050003 71.090898343450007 94.614906984850009 96.249489528150022 96.811377277450006 96.943111725850017 70.133807249000014 -0.062629999999999991 -0.059734999999999996 41.532441862050007 86.530713386650021 86.388225105700016 62.009286778800011 41.24714903835001 40.166811829450005 39.56957118270001 0.082325000000000023 61.614083433650009 38.592454371550012 -0.10710499999999999 0.088280000000000011 0.091250000000000012 89.99344745865001 65.966697146800016 64.434276012450013 40.823855932350007 97.152811460000024 76.919475570250015 97.671683879200017
decision_type=2 2 2 2 2 2 2 2 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 9 -6 -7 10 -9 -4 11 12 15 -13 21 16 17 18 20 -19 -1 24 -23 -24 25 -15 27 -8 -29 -30
right_child=1 -3 4 -5 5 6 26 8 -10 -11 -12 13 -14 14 -16 -17 -18 19 -20 -21 -22 22 23 -25 -26 -27 -28 28 29 -31
leaf_value=0.01499140430739161 -0.07236058791061685 -0.0012051289838925252 -0.015380934763879748 0.062898652281803843 0.058092154850093572 -0.10145996363576891 0.029005174036073597 -0.10154040154523461 0.026488942390481097 -0.10076912768059494 0.036041023525977205 0.060199892048309549 -0.080927986905875882 0.0007048266979407232 -0.052009040287635935 0.010869524147087355 -0.082430899606149174 0.014532466125106863 0.075821938034515091 -0.051474081566656699 -0.10106082441679663 0.065698477365746244 0.031637634177316756 -0.022090182778513951 0.017564031897061856 -0.066947160587908491 0.017455079529450222 -0.053008768446015701 0.083732277676205225 -0.014247832211761818
leaf_weight=0.05045555218761133 0.065334871443618048 3.5401771963975879 0.050952203484484926 0.19357878566825082 0.091641193590476178 0.030829625624846813 0.107913722147714 0.061587896286315669 0.054066078380856086 0.070608238250087996 0.1517626474105781 0.15870287307188835 0.08183128829114128 0.15737624021858188 0.12916339727604498 0.55486093296258332 0.12996383330846584 0.17282931421232206 0.097306982304352863 0.1429502230585058 0.022631695042947042 0.18210992148669902 0.31552282403572462 0.31343013601599523 0.33059024201057241 0.13007055292837322 0.24436118357382952 0.17777028243239101 0.027985099470242858 0.28070570626347047
leaf_count=57 22 1419 18 28 14 6 13 28 20 71 16 19 11 28 19 108 31 60 37 23 6 22 43 50 65 23 92 79 5 467
internal_value=-9.75876e-05 -0.00249452 0.00181713 0.00512682 -0.00866976 -0.00154859 -0.00783397 0.00167218 -0.0416891 -0.0649786 0.00327872 0.0016045 -0.0082244 0.00877642 0.00353914 -0.00314375 -0.0157634 0.00205817 0.0343159 -0.015348 -0.0209445 0.00855964 0.0185226 0.00486311 -0.00451499 -0.0299079 -0.00439253 -0.0133746 -0.0227759 -0.00536521
internal_weight=8.11907 3.60551 4.51356 3.43079 1.08277 0.961207 0.869566 3.23721 0.115654 0.12156 3.12156 2.9698 1.25283 1.71697 1.55826 1.171 0.616138 0.486174 0.170394 0.31578 0.0730872 1.4291 0.811063 0.628953 0.618037 0.287447 0.838736 0.594375 0.486461 0.308691
internal_count=2900 1441 1459 694 765 676 662 666 48 89 618 602 333 269 250 322 214 183 100 83 63 231 115 93 116 51 656 564 551 472
is_linear=0
shrinkage=0.1


Tree=540
num_leaves=31
num_cat=0
split_feature=3 3 4 3 4 2 3 3 3 0 3 0 0 3 4 1 0 3 1 3 1 1 4 0 0 3 2 3 3 4
split_gain=0.00336615 0.0108935 0.0214899 0.0104497 0.00951318 0.0129877 0.0083149 0.0124333 0.0141534 0.0206308 0.0202506 0.0106887 0.014364 0.0094024 0.0491552 0.0214892 0.0270423 0.0237919 0.0236453 0.0185502 0.0171826 0.0206675 0.0130167 0.0271165 0.0266032 0.0107602 0.0107343 0.0559738 0.0483734 0.0680334
threshold=-0.25765499999999997 -0.54481999999999997 39.530201452500002 -0.25276999999999999 48.919835655300012 -0.16297999999999999 -0.2485 -0.24637000000000001 -0.23958499999999999 86.345209775600011 -0.15684499999999998 90.837623311600012 99.378854792050006 1.0000000180025095e-35 41.468518788800004 75.085947125300024 98.031937268650012 -0.093074999999999991 62.068432857650002 0.048965000000000009 62.084563606450011 66.697957758300021 48.008184682100008 95.897301513100004 99.983757871350008 -0.082159999999999997 -0.063985 0.083795000000000022 0.082975000000000021 42.428475018400007
decision_type=2 2 2 2 2 2 2 2 2 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 -5 -8 9 -9 11 -10 -13 14 15 17 -17 -12 -19 -15 -16 -22 26 -24 -25 -18 28 -28 29 -21
right_child=3 2 -4 6 -6 -7 7 8 10 -11 13 12 -14 19 20 16 25 18 -20 22 21 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.10048536349451487 0.044628937964148505 0.011328900382918856 -0.063966784436286603 -0.026926499951925011 0.052825780613147535 0.033567536540669289 0.05197463549131251 -0.10136142803291695 0.056611972832754688 0.021164065167194709 0.040186468642634983 -0.017770650967022485 0.048164830983455649 0.045251452321894904 -0.10092698698957403 -0.10225394242076831 -0.035730048245648863 0.034710882587184681 -0.035619595596034066 -0.068352958553014029 0.061010100369667024 -0.065768009299047983 0.076103095437449295 -0.10094966732673046 0.02171575761741297 0.082731646831751104 0.049123644606655137 -0.0011207695627534827 0.00035263461910518991 0.0024995709764329393
leaf_weight=0.012354246204381525 0.052687258611656129 0.073942064210485436 0.077773766885590234 0.11348372498449144 0.03942845668643713 0.017415801019865285 0.04635502520429291 0.032705611542042656 0.090282995127154986 0.023701306009797918 0.17014972844293208 0.073041708858170296 0.060329445851238006 0.091551430969047831 0.069066614345430821 0.039666521173785441 0.015524700181137163 0.074747061150810645 0.1326159292810225 0.26039121857965586 0.018243720157443022 0.043564156651837216 0.068123991796170125 0.022643111131969818 0.080667932379826945 0.015150537656580809 0.25452495072685022 1.7203998024166043 3.9558062179893563 0.28260771000153362
leaf_count=31 24 78 90 36 5 24 24 9 37 39 50 33 47 12 85 6 30 18 37 111 21 63 47 21 138 20 122 585 965 92
internal_value=-9.981e-05 -0.0122728 -0.0272698 0.000244602 0.0206077 -0.022063 -5.69303e-05 0.00034209 2.69791e-05 -0.0498781 0.000400365 0.0300413 0.0120548 -0.000505843 -0.0127375 0.00301705 -0.0477288 0.0124725 -0.0102679 0.000544939 -0.0666498 -0.0283471 -7.09898e-05 0.0271263 -0.00516933 0.0227783 -0.000791219 0.00535465 -0.00348918 -0.0314772
internal_weight=8.02895 0.220914 0.151716 7.80803 0.0691985 0.02977 7.75535 7.64186 7.59551 0.0564069 7.5391 0.223654 0.133371 7.31545 0.578729 0.447854 0.0703418 0.377513 0.207363 6.73672 0.130874 0.0618079 6.64516 0.171435 0.103311 0.0306752 6.47373 1.97492 4.49881 0.542999
internal_count=2900 228 168 2672 60 55 2648 2612 2588 48 2540 117 80 2423 330 161 56 105 55 2093 169 84 2081 206 159 50 1875 707 1168 203
is_linear=0
shrinkage=0.1


Tree=541
num_leaves=31
num_cat=0
split_feature=2 2 2 3 2 3 1 3 2 1 3 3 2 3 2 3 3 4 3 0 3 2 4 4 4 1 1 1 2 2
split_gain=0.00439846 0.00531732 0.00517744 0.0138971 0.0136619 0.0195297 0.016908 0.0134928 0.00915613 0.0318626 0.0101419 0.01171 0.0166214 0.0162782 0.054672 0.0151758 0.0102593 0.0403682 0.0307559 0.0446626 0.00954487 0.0381951 0.0355323 0.056754 0.0564141 0.0314046 0.0456034 0.0417691 0.0484153 0.0345759
threshold=-0.68276999999999999 -0.62958999999999998 -0.59309999999999985 0.093760000000000024 -0.50001499999999999 0.098200000000000023 72.496961945650014 -0.059734999999999996 -0.26138499999999998 62.305017173150013 0.43644500000000008 0.21240500000000004 -0.074434999999999987 0.11614000000000002 -0.055714999999999994 0.11308000000000003 0.10500500000000003 41.621607100200002 0.10661000000000002 89.528344202050008 0.093295000000000031 -0.24103499999999997 39.685256516350002 37.962710038050005 40.12915366295001 62.55235532115001 66.499011856650014 62.084563606450011 -0.085249999999999992 -0.031989999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -4 -8 9 -6 11 13 -13 15 -15 16 20 18 -18 -20 21 -10 23 -22 -24 27 -27 28 -26 -30
right_child=1 2 4 -5 8 -7 7 -9 10 -11 -12 12 -14 14 -16 -17 17 -19 19 -21 22 -23 24 -25 25 26 -28 -29 29 -31
leaf_value=0.042783563102576104 -0.026847691585635061 -0.016702979037840918 0.011357524662792317 0.043407041979630218 0.07750554778346716 -0.10143864879232996 0.030190474194442537 -0.10054815137788893 -0.079037598213176199 -0.023779388307732557 -0.037981304168705321 0.061324640765695861 -0.0094903952912355483 -0.07605401028001238 0.028743069104004534 0.042168674937808404 -0.044521500362244011 -0.074145306436569552 0.054214182733481379 -0.036664545786505957 -0.0079842122205004817 -0.0001678068952207691 -0.087403602523442717 0.061126048627073742 0.043728003149157944 -0.097498013782971099 0.0026119084710146071 0.048196254795288433 -0.055094462201544826 0.013025191292594988
leaf_weight=0.023846088722927372 0.074340855058947386 0.066683615275951236 0.091724089446612589 0.090880200509900533 0.062530278400343531 0.030299054604970621 0.010717856578935425 0.02996049535015044 0.06216632284621848 0.0617120888692122 0.070290011647424211 0.073712661481084352 0.060225314608514435 0.10955044310174 0.091243921558315955 0.086101814719768188 0.10329989186562194 0.091063578068155238 0.14806069555925205 0.085194330675219199 0.21457609204941952 4.9979718293743529 0.073153640372765949 0.26628881620639788 0.14589855333179003 0.067787786605890687 0.13841766720981141 0.23688023863360286 0.17627883575755732 0.12906986166126444
leaf_count=12 37 53 39 31 19 21 8 65 135 41 24 22 36 40 37 25 24 37 22 37 85 1799 15 51 18 16 77 28 26 20
internal_value=-0.000100012 -0.000228705 2.26854e-05 0.0179675 -0.000343841 -0.0290141 -0.0124404 -0.0661014 0.000273878 0.0271966 -0.000176484 0.000184712 0.0294826 -0.000358566 -0.0284327 0.00044419 -7.37591e-05 -0.015078 0.000904197 0.0210215 0.000912043 -0.00113676 0.00807 0.030287 -0.00297241 0.0039338 -0.0302981 0.0141918 -0.00365869 -0.0263005
internal_weight=7.96993 7.94608 7.87174 0.157564 7.71418 0.162701 0.132402 0.0406784 7.55147 0.124242 7.42723 7.35694 0.133938 7.223 0.200794 7.02221 6.93611 0.427618 0.336555 0.233255 6.50849 5.06014 1.44835 0.480865 0.967487 0.894333 0.206205 0.688127 0.451247 0.305349
internal_count=2900 2888 2851 84 2767 133 112 73 2634 60 2574 2550 58 2492 77 2415 2390 120 83 59 2270 1934 336 136 200 185 93 92 64 46
is_linear=0
shrinkage=0.1


Tree=542
num_leaves=31
num_cat=0
split_feature=2 2 3 2 4 2 2 0 3 4 1 0 0 1 2 3 2 3 3 2 2 0 2 3 0 1 0 3 2 1
split_gain=0.00406492 0.0162096 0.0161545 0.0185216 0.0443474 0.0170264 0.0134869 0.0153973 0.0255563 0.0150072 0.0148096 0.0315058 0.0195323 0.012081 0.0107289 0.0249 0.0118182 0.0199047 0.0268927 0.0146486 0.0154006 0.0250564 0.0215726 0.0264791 0.0273597 0.0207519 0.0193607 0.0125316 0.028454 0.0124489
threshold=0.072320000000000023 0.11529000000000002 0.11747500000000002 0.15675000000000003 41.43512228960001 0.20327000000000003 0.22542000000000004 89.99344745865001 0.08079500000000002 37.797539186950011 68.214248143850014 96.249489528150022 99.983757871350008 66.697957758300021 0.048530000000000011 0.091885000000000022 1.0000000180025095e-35 -0.04931 0.095645000000000022 -0.033594999999999993 -0.024989999999999998 86.530713386650021 -0.021344999999999999 0.10017000000000002 87.181320254150009 66.697957758300021 89.872466842800023 0.11614000000000002 -0.074434999999999987 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=14 13 3 4 -3 -5 -7 -8 10 -10 -9 -12 -13 -2 16 -16 19 -18 -19 27 21 -21 -22 24 29 -23 -26 -1 -29 -24
right_child=1 2 -4 5 -6 6 7 8 9 -11 11 12 -14 -15 15 -17 17 18 -20 20 22 25 23 -25 26 -27 -28 28 -30 -31
leaf_value=0.00031986615728185239 0.0031390732037315503 0.095614952679095852 0.042585939810919876 -0.047854179080087378 -0.048191571852393034 0.036714652530037889 0.03453528011407811 -0.056973609885826115 -0.019822781212489753 -0.10087682274970713 0.097165043692390762 -0.10095224402399675 0.017694257828150532 -0.0837921928898092 0.057207025922647571 -0.057986932911461835 0.033667915091075105 -0.087560127398203944 0.012702644763432129 -0.017849797999960431 -0.049137260004640061 0.1003103891534495 0.076643710006870272 0.064338717452264632 -0.066656887559336311 0.028852871487118261 0.0041373025388314723 -0.0028043263246976822 -0.069814882609218587 0.0081679438948519742
leaf_weight=5.9538387107452406 0.024728845522453358 0.050134737518890748 0.071067182406601481 0.12340362858986886 0.037472443467640559 0.064387810766675102 0.052680932404690822 0.031367655556095997 0.040407306889714639 0.052550442239998496 0.035626868504323284 0.020393581980442832 0.043411602370192703 0.045219458949866009 0.08488765216616212 0.024089674081540724 0.039498887670610827 0.069227662975711701 0.043600643767733427 0.065334670487800395 0.066052119274900178 0.063614495164074469 0.045205605333990428 0.078347822525756783 0.072320394596317783 0.11253428952473143 0.082924454538373937 0.25544990240450149 0.084269922677748577 0.064332466609698713
leaf_count=1900 13 16 29 46 81 21 22 13 25 60 10 8 65 42 89 27 36 69 15 17 22 12 19 16 9 37 34 96 28 23
internal_value=-9.89489e-05 -0.00741488 -0.00228929 -0.00806845 0.0341042 -0.0160271 -0.00450336 -0.0141038 -0.0255553 -0.0656439 0.00293514 0.0218345 -0.0202279 -0.0530594 0.000604519 0.0317432 0.000126343 -0.0274271 -0.0488152 0.00073075 0.0150149 0.0350414 0.00319612 0.0132702 -0.00184068 0.0546591 -0.028842 -0.000746037 -0.0194268 0.0364274
internal_weight=7.89838 0.692852 0.622904 0.551837 0.0876072 0.46423 0.340826 0.276438 0.223757 0.0929577 0.1308 0.0994321 0.0638052 0.0699483 7.20553 0.108977 7.09655 0.152327 0.112828 6.94422 0.650666 0.241483 0.409183 0.343131 0.264783 0.176149 0.155245 6.29356 0.33972 0.109538
internal_count=2900 451 396 367 97 270 224 203 181 85 96 83 73 55 2449 116 2333 120 84 2213 189 66 123 101 85 49 43 2024 124 42
is_linear=0
shrinkage=0.1


Tree=543
num_leaves=31
num_cat=0
split_feature=1 1 2 0 0 2 2 1 3 3 3 2 1 3 0 4 3 2 0 4 0 3 4 0 3 1 3 1 4 1
split_gain=0.00381483 0.0195953 0.0121267 0.0148429 0.0101829 0.00923784 0.017279 0.00838907 0.0098325 0.0124379 0.00865176 0.0135963 0.00797192 0.00716083 0.00701901 0.0272045 0.0254595 0.022316 0.010387 0.0188415 0.00807532 0.0314105 0.03091 0.00993061 0.0657708 0.0123294 0.0346794 0.0147944 0.01051 0.0104778
threshold=81.524804347700012 82.011415269350024 -0.042409999999999996 107.15656416340002 108.08677067655002 -0.046474999999999995 -0.085734999999999992 89.912793714750009 0.072890000000000024 0.079095000000000013 0.078505000000000019 -0.088944999999999996 80.677940036650014 -0.21013499999999999 100.24991522630002 42.297164883650005 0.091705000000000023 -0.081844999999999987 99.642323688800005 40.878805547300004 98.201310130900012 0.11308000000000003 41.941595803500007 97.483491810050012 0.088990000000000027 75.18810853425002 0.087605000000000016 74.986474174450009 40.922041107600009 71.090898343450007
decision_type=2 2 2 2 2 2 2 2 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 5 -4 -5 6 7 8 -3 -10 -9 -12 14 -6 18 16 17 -16 20 -20 23 22 -22 25 -25 27 -27 29 -26 -1
right_child=1 2 3 4 13 -7 -8 10 9 -11 11 -13 -14 -15 15 -17 -18 -19 19 -21 21 -23 -24 24 28 26 -28 -29 -30 -31
leaf_value=0.00065520328565423587 -0.1006870021904261 0.057383023819245052 -0.10031620656610846 0.096632731544485484 0.038735071243661941 0.078682631480362433 -0.10033490701417556 -0.10033826076697304 -0.063613908227602198 0.021476433620725734 -0.10019693817948815 0.09334147971716826 0.025202704100036524 -0.065832973266743561 -0.019621669459916329 -0.073277781617201415 -0.04971638796848922 0.062088633208852023 -0.015488548266226554 0.084103203437498636 -0.10089742368422357 0.039834487120510159 0.017513836889617437 0.070629363194650296 -0.048013427197130767 -0.083520479743111345 0.030365086963194551 0.034432426328987235 0.0023189842870799384 -0.017250074505505548
leaf_weight=6.0619479657288986 0.022631568490477649 0.047819399782383698 0.025867852212566586 0.0082113243915955536 0.010027507915317813 0.016961099696345627 0.015271138617260316 0.012745818629242511 0.022273774186260198 0.075096589527342772 0.006267022827670444 0.0086258558182679135 0.1268200319200331 0.018877614578754212 0.059215486687502761 0.063261642380695093 0.064678587587138736 0.076741176752420759 0.035893034069459762 0.040352894765419478 0.059855839699480273 0.051345643602246582 0.03489838257030442 0.13364153108977905 0.085568811472285233 0.061019580596423206 0.047593370514903199 0.12495744565603661 0.080530850176728563 0.34544211516186418
leaf_count=1447 34 30 56 5 25 5 65 94 46 100 95 9 45 133 39 87 43 24 33 14 43 19 25 29 29 85 19 15 18 189
internal_value=-9.04451e-05 -0.0113322 -0.00378777 -0.0421666 -0.00163999 0.00800028 0.00162679 0.0106361 0.0202487 0.00201175 -0.03986 0.0118992 0.000342148 -0.0295572 -8.23625e-05 -0.0160988 0.00193018 0.0265 0.000507704 0.03722 0.000112721 -0.0231538 -0.0572861 0.000602475 0.0184069 -0.000201133 -0.0336167 0.000354466 -0.0236105 -0.000310125
internal_weight=7.84444 0.290677 0.268045 0.0629843 0.0371164 0.205061 0.1881 0.172828 0.14519 0.0973704 0.0276387 0.0148929 7.55376 0.0289051 7.42694 0.263897 0.200635 0.135957 7.16305 0.0762459 7.0868 0.1461 0.0947542 6.9407 0.299741 6.64096 0.108613 6.53235 0.1661 6.40739
internal_count=2900 697 663 219 163 444 439 374 176 146 198 104 2203 158 2158 193 106 63 1965 47 1918 87 68 1831 76 1755 104 1651 47 1636
is_linear=0
shrinkage=0.1


Tree=544
num_leaves=31
num_cat=0
split_feature=0 3 4 3 3 4 3 1 3 3 3 3 4 4 4 4 3 3 4 2 4 0 1 4 1 2 3 3 0 0
split_gain=0.00447353 0.0165806 0.0254822 0.00511174 0.0096526 0.0178895 0.00679008 0.0161319 0.0225149 0.0188469 0.0122389 0.00908136 0.00899889 0.0159791 0.012646 0.00929077 0.00682292 0.0201569 0.0222048 0.0278368 0.0108772 0.024251 0.0118913 0.0106266 0.025334 0.0105162 0.0120484 0.0237226 0.00974862 0.00932142
threshold=71.144667506050013 -0.15959999999999999 44.921040431000009 -0.54481999999999997 -0.25765499999999997 39.530201452500002 -0.15684499999999998 62.020040611300011 -0.22831499999999999 -0.25276999999999999 -0.21013499999999999 -0.12530999999999998 43.162556114600001 44.921040431000009 40.878805547300004 40.036761086100007 -0.10585499999999999 -0.072169999999999998 42.027086531450003 -0.076709999999999987 48.008184682100008 91.625341543800019 70.284360904350009 45.154229826150008 69.64719632740001 -0.16717499999999999 0.074640000000000026 0.078505000000000019 97.671683879200017 103.44649194340002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5 7 -6 9 -9 -10 -8 14 -14 15 -11 -13 18 19 -18 23 -22 -23 29 -25 -24 -27 -28 -26 -19
right_child=3 2 -4 4 6 -7 11 8 10 12 -12 16 13 -15 -16 -17 17 20 -20 -21 21 22 25 24 28 26 27 -29 -30 -31
leaf_value=-0.10095361822021115 0.028837966855028582 -0.10059871158798384 0.093648369301451373 0.0098078273116850995 0.038917429792840415 -0.059945341101650021 -0.040847007295437401 0.034807176164668933 0.051952321642223569 -0.066872673340036368 -0.012775075137386967 0.022976576641437152 0.05569794272883432 -0.073980085699645565 -0.10139709765953311 0.018745195334006131 0.037836960025871828 0.00074188723567235782 -0.10074530469240135 -0.048102634884580921 0.095872774069419658 -0.1010795939855941 0.079695298709401854 -0.1006052158167208 0.046762398478330719 0.09986272192402347 -0.10048070784989825 0.0199040488819473 -0.048053767253706754 -0.029387276315247082
leaf_weight=0.019714494923291248 0.061408417528409198 0.011026988438365914 0.017426173401325684 0.072639847099009169 0.15104284058542994 0.074455024832207783 0.055058314143576648 0.040277907782723332 0.08663938175493513 0.027203132894612736 0.044072297674347283 0.126094312573099 0.021087632446324278 0.017295519699246142 0.041397946493816562 0.023730670598581582 0.06056090853137075 6.3632941468022732 0.037912288207235356 0.099804786558326586 0.038066548440383818 0.0098205540743947495 0.019854159783903924 0.03484146548407796 0.02962492722581711 0.010578736506204223 0.022673355584856836 0.058869424683873017 0.017104572559833997 0.10436943528183373
leaf_count=76 40 47 10 69 34 67 46 15 38 35 34 55 12 36 12 8 33 1473 57 30 10 4 15 29 20 5 90 83 43 374
internal_value=-8.79582e-05 -0.0304689 0.0183681 0.000100871 -0.000128658 -0.0254991 0.000366201 0.0122393 -0.00111658 -0.0250009 0.0301281 -0.00039214 -0.0434298 -0.00273522 -0.060347 -0.0269823 -7.54579e-05 -0.000496273 -0.0319194 -0.0156482 0.000432394 0.0262043 0.00442996 -0.000196684 -0.0360648 0.0136834 -0.000543559 -0.0135695 0.0120565 0.000255689
internal_weight=7.79795 0.0481677 0.0284532 7.74978 7.68837 0.147095 7.54128 0.452747 0.301704 0.170993 0.130712 7.08853 0.130715 0.0383832 0.0923317 0.0509338 7.03347 6.90738 0.198278 0.160366 6.7091 0.159863 0.121796 6.54923 0.081571 0.111976 0.0921215 0.0815428 0.0467295 6.46766
internal_count=2900 133 57 2767 2727 136 2591 224 190 118 72 2367 103 48 55 43 2321 2266 120 63 2146 207 197 1939 92 193 178 173 63 1847
is_linear=0
shrinkage=0.1


Tree=545
num_leaves=31
num_cat=0
split_feature=0 3 3 4 0 0 4 1 1 2 0 3 3 0 2 2 4 2 2 3 3 1 1 0 0 2 1 0 0 2
split_gain=0.00348367 0.0205748 0.0109115 0.00917324 0.00711256 0.00847954 0.0191629 0.0100943 0.0149947 0.00992923 0.00881694 0.00756206 0.012301 0.0066888 0.00607701 0.0217312 0.03436 0.0767897 0.0325467 0.02476 0.0479951 0.0331164 0.0225471 0.0221087 0.036364 0.0246854 0.0217532 0.0216899 0.0215304 0.0253546
threshold=71.249517373150013 -0.23472499999999999 -0.15684499999999998 44.921040431000009 71.340924949550015 76.591483678350016 35.818873074050011 57.960468834350003 60.474177186300004 -0.055714999999999994 73.913779380400015 -0.27223499999999995 -0.49570500000000001 89.528344202050008 -0.062629999999999991 -0.058529999999999992 41.028010303750008 -0.033594999999999993 -0.024989999999999998 0.093295000000000031 0.088395000000000015 62.084563606450011 75.085947125300024 86.866770652900016 86.950112854950021 0.022230000000000003 76.919475570250015 94.964406541850011 89.057864029250013 0.045780000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -7 9 -9 -8 12 13 -10 -13 -16 19 -18 -19 20 22 -21 27 -20 -25 -26 -24 -17 -22 -30
right_child=4 2 3 -5 5 7 10 8 11 -11 -12 14 -14 -15 15 16 17 18 23 21 28 -23 26 24 25 -27 -28 -29 29 -31
leaf_value=-0.10085056999024207 0.033228941298660504 0.076609150181920951 -0.10054155530150721 0.013861464654997352 0.051651524098268259 0.037923067074281745 -0.012443337748292014 -0.015110561991730604 0.030810653081400304 -0.10055375393998306 -0.10043507455807679 -0.0014345803475385118 -0.10043871194994183 -0.039587813380546996 0.042963776946394111 0.0092957935109934733 -0.071384381489432033 0.047457548492116142 -0.045316006323018167 0.062782783306348303 -0.1021924112841775 0.010885133056947136 -0.10211584392309299 0.10122003365774127 -0.042360443370632953 0.014667518060100871 0.0024456128158227251 0.055200443555063053 0.016417356096222021 -0.07943117408652367
leaf_weight=0.022741797454759904 0.06434372798116772 0.017829435130693128 0.0099830153225298757 0.023525950081655367 0.018362032526150318 0.070114355243162119 0.017995595822121402 0.031488530956266914 0.024870778174431507 0.023941711367839846 0.031012271063119101 5.0467097697132983 0.019233149480613387 0.029511332702242044 0.13987519222791922 0.43494073502510966 0.18157369853975069 0.12826962526810348 0.12551677162890928 0.18464664369093958 0.050128413559946239 0.36801545220025461 0.030752763255122773 0.034395389258861542 0.12222824383298558 0.20027516494850905 0.056362669730082415 0.13484160388361488 0.066253569029717796 0.04730307132556133
leaf_count=65 12 17 47 17 24 23 19 27 12 24 53 1605 43 30 22 95 47 31 74 31 9 127 6 1 47 220 98 24 20 30
internal_value=-8.71928e-05 -0.0216688 0.013407 -0.0202216 0.0001209 -0.000158717 -0.035479 0.0001564 -0.000197555 -0.0520156 -0.0681247 0.000189248 -0.0317021 -0.00739221 0.000508571 0.00476233 0.0022948 -0.0142891 0.00268689 0.0118625 0.000842766 0.0282243 0.0129151 -0.0092172 0.0034783 -0.00694598 -0.0344658 0.0201593 -0.0476059 -0.0235092
internal_weight=7.75704 0.0740802 0.0513384 0.033509 7.68296 7.61862 0.0673699 7.55125 7.48113 0.0554302 0.0490079 7.4257 0.0736153 0.0543821 7.35209 2.30538 2.1655 0.792259 0.610685 1.37324 0.820583 0.552662 0.656898 0.482416 0.356899 0.322503 0.0871154 0.569782 0.163685 0.113557
internal_count=2900 146 81 64 2754 2742 96 2646 2623 51 72 2572 85 42 2487 882 860 420 373 440 282 158 223 342 268 267 104 119 59 50
is_linear=0
shrinkage=0.1


Tree=546
num_leaves=31
num_cat=0
split_feature=2 2 2 3 2 4 3 3 3 4 3 1 1 2 1 0 2 3 4 1 0 0 4 4 0 1 3 2 3 2
split_gain=0.00336661 0.0208713 0.0157036 0.0135336 0.0160437 0.0399473 0.0151879 0.0196201 0.0179791 0.00916671 0.00924143 0.0226901 0.00843599 0.00744899 0.0320252 0.0277475 0.00792259 0.0283794 0.017115 0.0416764 0.0331672 0.0297842 0.028834 0.0280327 0.0313808 0.016597 0.0111816 0.0277848 0.0102534 0.00793553
threshold=0.090855000000000033 0.11529000000000002 0.06041500000000001 0.11747500000000002 0.15675000000000003 41.43512228960001 0.10273500000000002 0.094415000000000013 0.090225000000000014 35.97706729810001 -0.11050499999999999 76.919475570250015 65.036490633650018 0.033180000000000008 71.429644067900014 86.530713386650021 -0.033594999999999993 0.11263500000000003 41.872669623500009 62.132955852800002 86.866770652900016 85.968825637350008 43.147345722250009 40.823855932350007 93.262612545250008 70.865067860500019 0.12191500000000002 -0.088099999999999998 0.23821500000000004 -0.037524999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 13 4 5 -3 7 8 9 -6 -11 12 -12 16 15 -15 26 18 21 20 -20 -18 -21 24 -23 -26 29 28 -28 -1
right_child=1 3 -4 -5 6 -7 -8 -9 -10 10 11 -13 -14 14 -16 -17 17 -19 19 22 -22 23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00085105680322401919 -0.072146319741324891 0.09495079034872779 0.050896061098242643 0.039723953928006393 0.054871086260534524 -0.046536863202564227 -0.057282711906373962 0.034893258039980439 -0.063214331731052995 0.014451641964529516 -0.028843501520585936 0.02417267766263333 -0.10119882703022864 -0.10057604353218148 -0.10062280932726263 0.065960306044276371 -0.042893372670814861 0.077204672358349422 -0.023156967288102827 -0.10146648021307976 0.10093344934198001 -0.027225443204848279 -0.0012984740445334674 0.063474182254600151 0.08177390467918616 0.0095121204300826628 -0.033806068244399558 -0.077731319613292493 0.013017355780045592 -0.02091946646594367
leaf_weight=5.7410366759961562 0.045731399951407181 0.045794183958235646 0.061384792308189051 0.068625865918177098 0.022823969902764585 0.035365609566536449 0.071455901446248582 0.086003706497422172 0.070938098582093101 0.076230327690055333 0.029387235319859428 0.044455084470122808 0.035675233643630122 0.013599058715681997 0.036399691583983387 0.037852681834010582 0.074550908971730445 0.058358625134133035 0.047754541913320736 0.067035393692208345 0.039236798882484436 0.13208418553767842 0.050300803044649456 0.13260645134141669 0.058058710885234177 0.070233894675290842 0.070509100089782506 0.064683687068728429 0.13889141350952958 0.17246148680089834
leaf_count=1905 44 16 33 29 41 81 23 37 39 42 18 43 27 68 76 10 24 23 44 38 2 26 20 30 10 32 31 31 37 20
internal_value=-8.82649e-05 -0.00707795 0.000537299 -0.00200656 -0.00753373 0.0332971 -0.0151174 -0.0068743 -0.0197259 -0.00493496 -0.0122837 -0.030893 -0.0685176 9.60463e-05 -0.0288396 0.0219436 0.00046351 0.0103146 0.00450443 -0.0196386 0.0328131 0.0150557 -0.0585255 0.0260489 0.00698876 0.0422141 -0.000699052 -0.0204448 -0.00274897 0.00021614
internal_weight=7.69953 0.632487 7.06704 0.586755 0.518129 0.0811598 0.43697 0.365514 0.27951 0.208572 0.185748 0.109518 0.0650625 7.00565 0.0878514 0.0514517 6.9178 0.73022 0.671862 0.204328 0.0869913 0.467534 0.117336 0.392983 0.260377 0.128293 6.18758 0.274084 0.209401 5.9135
internal_count=2900 440 2460 396 367 97 270 247 210 171 130 88 45 2427 154 78 2273 249 226 104 46 122 58 98 68 42 2024 99 68 1925
is_linear=0
shrinkage=0.1


Tree=547
num_leaves=31
num_cat=0
split_feature=4 3 3 3 3 0 4 2 4 3 3 3 1 0 0 2 2 0 0 1 4 3 3 3 0 0 2 3 2 0
split_gain=0.00517053 0.00940925 0.00416212 0.0280688 0.0228942 0.034095 0.0183353 0.0381487 0.0423804 0.0343881 0.0255 0.0210891 0.026356 0.0411591 0.0195894 0.0282102 0.0378832 0.0243323 0.0218355 0.0181839 0.0181075 0.0169949 0.0273488 0.0418551 0.0240856 0.0419812 0.0368892 0.0177341 0.0237094 0.0401448
threshold=32.785955158400007 -0.22588499999999997 0.090390000000000012 0.090720000000000023 0.089475000000000013 89.528344202050008 42.178283198950005 -0.16030499999999998 42.564639561200003 0.094415000000000013 0.093925000000000022 0.095645000000000022 62.116825104000007 90.437043050150024 97.152811460000024 -0.030985000000000002 -0.08756499999999999 94.776214472700005 98.327667663000014 62.197478847950002 39.091773401050006 0.091975000000000015 0.10236000000000002 0.099010000000000029 86.692020874450009 85.901614184050018 -0.084239999999999995 0.10371000000000001 -0.072569999999999982 86.001087134900004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -2 -6 14 10 19 -10 -8 -11 -13 -14 17 16 18 21 -16 -9 -20 -5 23 24 25 -23 -26 -24 -29 -30
right_child=2 -3 3 6 5 -7 7 8 9 11 -12 12 13 -15 15 -17 -18 -19 20 -21 -22 22 27 -25 26 -27 -28 28 29 -31
leaf_value=0.060335837063040423 -0.00052991501998970276 -0.057364916166690698 0.040576456709021075 -0.022845771439890014 -0.10140029597615681 -0.003809891717821038 0.096389842778556195 -0.10189446151101378 -0.071409025841299795 0.060624918599778567 0.00070444094104668174 0.029330649108774004 -0.086770791700475802 0.039969110112445874 -0.05903516866121488 0.017920380453233149 -0.10095841910436931 0.04531544240611899 -0.066591684355510702 -0.034748443499302263 0.036997810441516885 -0.01532562080842248 -0.039020312640984794 0.057583458607153637 0.015046974807038555 0.054240488127442282 -0.058704425664432951 -0.01910477472896489 -0.031972674237356717 0.035947791746276235
leaf_weight=0.0084293167059250607 4.1526543485465632 0.034966489094202191 0.18550933552805338 0.19624592855939349 0.056740495891780429 0.097000125898929923 0.044155411233852693 0.082464374692506115 0.066770834565353709 0.060696588850078115 0.075429770882195157 0.10695528571284285 0.069923974361472574 0.040444267881436957 0.062432790463617494 0.14655454445870558 0.067905245678633153 0.16269684167235698 0.021212018052255033 0.078939703063952038 0.082517949367699295 0.14966468419075318 0.12579124799231067 0.22782663464658981 0.17187787518560071 0.20635348162613809 0.11202240977308975 0.31909346523327869 0.12103543052910343 0.30966260225977749
leaf_count=56 1738 112 23 31 24 40 12 29 45 9 42 36 20 36 30 85 40 45 57 22 53 34 14 42 32 20 28 70 25 50
internal_value=-8.26855e-05 -0.0345024 0.000113835 0.00278941 -0.00193285 -0.0398272 0.000534479 -0.0147632 -0.026764 -0.00696678 0.0360351 0.00851002 -0.00604522 -0.0403272 0.00439005 -0.0164851 -0.038027 0.00816955 -0.012309 -0.0690546 0.0158145 0.00505365 0.00819428 0.0207758 0.00767135 0.0249959 -0.0140541 -0.0042746 0.00155463 0.0168607
internal_weight=7.64397 0.0433958 7.60058 3.29418 4.30639 0.153741 3.10867 0.62578 0.506195 0.344791 0.119585 0.27802 0.217324 0.110368 2.48289 0.380623 0.234068 2.10227 0.166163 0.161404 0.10373 1.93957 1.74333 0.867745 0.639918 0.356018 0.2839 0.875583 0.749791 0.430698
internal_count=2900 168 2732 930 1802 64 907 251 197 146 54 101 92 56 656 265 180 391 140 51 110 346 315 156 114 54 60 159 145 75
is_linear=0
shrinkage=0.1


Tree=548
num_leaves=31
num_cat=0
split_feature=2 2 1 3 3 1 2 1 4 1 1 3 3 4 3 2 3 0 2 2 2 2 3 4 4 0 2 3 3 4
split_gain=0.00365354 0.0123031 0.0117685 0.0108464 0.0338815 0.0218432 0.0166986 0.013197 0.0341405 0.0138645 0.0141219 0.0187068 0.0125317 0.00939673 0.011449 0.00857781 0.0203311 0.0111829 0.00953191 0.0161276 0.010279 0.010682 0.017951 0.0275366 0.0253383 0.017684 0.00955122 0.00767346 0.035404 0.0193465
threshold=0.072320000000000023 0.11529000000000002 66.697957758300021 0.11112000000000002 0.10273500000000002 61.950140699950005 0.20327000000000003 68.214248143850014 38.592454371550012 80.677940036650014 76.919475570250015 0.048965000000000009 0.087605000000000016 42.508878681700004 0.10133000000000002 0.048530000000000011 0.091885000000000022 97.013011637200023 -1.0000000180025095e-35 0.033180000000000008 -0.031989999999999998 -0.024989999999999998 0.084365000000000009 42.686561923500008 40.21994457600001 86.597924839850023 0.010100000000000003 0.12424000000000003 0.23821500000000004 40.259171735100004
decision_type=2 2 2 2 2 2 2 2 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 5 -3 -5 8 -7 10 11 -9 -12 14 -11 18 17 -17 20 26 27 25 -23 24 -24 -22 -20 -1 -29 -30
right_child=1 3 -4 6 -6 7 -8 9 -10 13 12 -13 -14 -15 -16 16 -18 -19 19 -21 21 22 23 -25 -26 -27 -28 28 29 -31
leaf_value=0.00018643587691225346 0.0070417455430708282 0.052069710574894103 -0.081724874765932154 -0.012304604799002172 -0.095905630605345585 0.036282214050505003 0.066124760864547757 0.041343833750199455 -0.078447181067110031 -0.10040641927427632 0.0033855254058690349 -0.044116879080733605 0.093592366552657819 0.0079080096113566499 0.01684440714752879 0.083112882766242097 -0.056680917513827839 0.0039081586633931313 -0.035785937030370536 -0.10067606287005836 -0.0092669250813039953 0.04568173769344519 0.01266125981337746 0.040353051878192998 -0.057819922072975809 0.054401523958287457 0.023190123588274623 -0.095068217951889994 -0.032050384617400958 0.034258370519227158
leaf_weight=5.9175603706090518 0.023698696678942088 0.065675348815716517 0.040390888513822887 0.055988736812401907 0.041216732984293791 0.039719101012451574 0.05269887596791234 0.047880101956025101 0.074748909319936274 0.02846585304871041 0.026567336918247975 0.055076055714380345 0.036638952362565647 0.029902637374603414 0.011771839068387635 0.048424144353203497 0.021205794213530887 0.028211126316508128 0.063166449256282564 0.023884746873407359 0.066311422623925864 0.079871719122877882 0.089801101515517734 0.084415879216976464 0.11807203181024306 0.12751173026435225 0.048579458264896402 0.047730608530704238 0.085618469430317229 0.090521629845397911
leaf_count=1945 13 33 42 20 17 11 24 21 49 87 41 34 15 40 4 53 27 36 36 60 18 38 24 21 40 37 24 30 32 28
internal_value=-8.50903e-05 -0.0073739 -0.0489012 -0.00267457 -0.00941856 -0.000858715 0.0257231 -0.0107686 -0.0386374 0.00273141 0.0184689 -0.00437309 0.055676 -0.0345507 -0.0661038 0.000576952 0.0299768 0.0539559 0.000156597 -0.0260895 0.000687318 0.0135826 0.0036683 -0.00781241 -0.0273721 0.0326191 -0.0101472 -0.000501088 -0.0186744 0.0020269
internal_weight=7.57133 0.63044 0.0640896 0.56635 0.457663 0.416446 0.108688 0.350771 0.114468 0.236303 0.166162 0.102956 0.0632063 0.0701403 0.0402377 6.94089 0.0978411 0.0766353 6.84305 0.135631 6.70741 0.565984 0.372161 0.292289 0.207873 0.193823 0.111746 6.14143 0.223871 0.17614
internal_count=2900 451 55 396 352 335 44 302 60 242 111 55 56 131 91 2449 116 89 2333 120 2213 178 123 85 64 55 60 2035 90 60
is_linear=0
shrinkage=0.1


Tree=549
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 1 0 1 2 0 2 4 2 0 0 1 0 0 1 1 4 2 2 3 1 3 3 0 3
split_gain=0.00347807 0.0291959 0.0181441 0.0439522 0.0428101 0.0324404 0.0138915 0.0371152 0.0491202 0.0214746 0.0474506 0.0420974 0.0589284 0.0365365 0.04294 0.0379956 0.0258517 0.0178094 0.015734 0.0733427 0.0290899 0.0595903 0.0338275 0.0559017 0.0602131 0.0408916 0.0211829 0.0446214 0.0404174 0.0306788
threshold=87.181320254150009 86.866770652900016 61.960894532450006 62.116825104000007 62.197478847950002 62.245871094250013 62.041548276350007 86.458125017100016 62.025417527550012 -0.103615 86.232294534150014 -0.082509999999999986 42.674081447500008 -0.065399999999999986 86.345209775600011 86.036037090600004 62.084563606450011 86.232294534150014 86.036037090600004 62.00390986255001 61.960894532450006 41.621607100200002 -0.074434999999999987 -0.054494999999999995 0.10273500000000002 60.474177186300004 0.077600000000000016 0.083290000000000017 78.029808778150013 0.098200000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 -4 -5 -6 7 8 17 10 -8 16 13 -13 15 -15 -11 18 19 20 22 -22 26 -24 25 -25 28 -28 -1 -29
right_child=2 -3 3 4 5 -7 9 -9 -10 11 -12 12 -14 14 -16 -17 -18 -19 -20 -21 21 -23 23 24 -26 -27 27 29 -30 -31
leaf_value=0.0067004362329874615 -0.050567011189401358 -0.0425244926290307 0.050852582346548936 -0.090638026505232158 0.10029638389540865 0.00078353519929546958 0.055694900586508722 0.050021370313538288 0.069830000685544347 -0.024093372102703108 -0.018014078984068944 -0.054562420053329855 0.054118531006798892 0.013555476253377134 0.03851504874906235 -0.10149998721314057 -0.10124740951528149 -0.040178504380503847 0.025273357821277466 -0.080076170701301241 0.079226086699772449 -0.012148264588477698 -0.1018226352901144 -0.044555841396965473 -0.081978517079465379 0.073836942357200883 0.084506103588588677 -0.024665023933290734 -0.085696823476687597 0.034016790522433248
leaf_weight=0.1849731385018758 0.065144588632392586 0.17291493603443076 0.18075306114042167 0.050950450124218949 0.03303458355367217 3.9243225103343153 0.14314812958978829 0.1659583619548356 0.096985625716115353 0.08848196295548405 0.22401124994212296 0.2014412503038443 0.1278573499258755 0.057954814827141155 0.14435457484796643 0.056865140919398982 0.085289223668837622 0.12180633791513162 0.20608366903616104 0.11704420385345304 0.13434040895731414 0.1522684637131988 0.086166262481128797 0.043859189188467429 0.067662843762036573 0.087124272490740395 0.085314480025999728 0.18240064735931583 0.063627254757449236 0.1741525473917136
leaf_count=143 11 24 19 7 6 1942 61 26 22 25 28 24 35 37 15 16 31 20 30 30 23 30 14 105 15 27 16 50 33 35
internal_value=-8.29396e-05 -0.00253412 0.00180237 0.00261677 0.000441594 0.00161423 -0.000302902 0.00476665 0.000603012 -0.00914459 0.0107236 -0.0187147 -0.00594429 -0.0226165 0.00221325 -0.0434263 -0.0619616 -0.00333062 -0.000498916 -0.00435062 0.00267316 0.0306811 -0.00555761 -0.0345552 -0.00537686 0.0341937 0.00640368 0.0195416 -0.0169479 0.00399714
internal_weight=7.52629 3.27209 4.25421 4.18906 4.00831 3.95736 3.09917 1.96977 1.80381 1.1294 0.367159 0.762244 0.588473 0.460616 0.259175 0.11482 0.173771 1.70682 1.58502 1.37893 1.26189 0.286609 0.975281 0.284813 0.198646 0.130983 0.690468 0.441868 0.2486 0.356553
internal_count=2900 915 1985 1974 1955 1948 891 619 593 272 89 183 127 92 68 53 56 571 551 521 491 53 438 161 147 132 277 101 176 85
is_linear=0
shrinkage=0.1


Tree=550
num_leaves=31
num_cat=0
split_feature=4 3 0 3 3 1 0 3 3 4 4 4 4 4 4 0 4 0 0 0 2 4 3 4 2 4 0 3 0 1
split_gain=0.00456206 0.00886542 0.00801145 0.0046082 0.0265263 0.0497631 0.0617928 0.0309598 0.0215762 0.0406158 0.0202246 0.0377178 0.0412274 0.0660973 0.031903 0.0594235 0.0241568 0.0293514 0.0271989 0.0454712 0.0312305 0.0571901 0.0687512 0.044568 0.0335455 0.025483 0.0223615 0.066769 0.0611215 0.0349023
threshold=32.785955158400007 0.088500000000000023 92.851278451300018 0.086520000000000027 0.087605000000000016 62.837331883000012 89.738043936200015 0.087265000000000023 0.08594000000000003 42.622319549950006 41.495754733000005 41.348489042950007 41.24714903835001 41.134354310300004 41.811877919650009 85.901614184050018 41.986601436450009 86.103248543850015 85.253695774650012 85.678472159250006 -0.075840000000000005 43.368902217050007 0.09254500000000003 42.541806567400009 -0.097799999999999984 42.541806567400009 86.530713386650021 0.092290000000000025 86.866770652900016 62.245871094250013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 5 -5 -7 -8 -2 -10 11 12 13 26 15 -12 17 -16 -18 -20 21 22 -21 -22 -23 -24 27 -6 -28 -30
right_child=3 -3 -4 4 10 6 7 -9 9 -11 14 -13 -14 -15 16 -17 18 -19 19 20 23 24 25 -25 -26 -27 28 -29 29 -31
leaf_value=-0.10011357969118331 -0.0011661405483934146 -0.072678669328580539 0.056757985727541829 0.054990886460063393 -0.10109038310592962 -0.10196277697790442 -0.027683955213376289 0.070821166489367537 0.013956842170216692 -0.10184679011727554 0.028643771939747299 0.054198638784993494 -0.050828005948803538 0.092766464499903764 0.059703392794099509 -0.076085438480339079 0.050009785087264724 -0.010046212721485559 -0.10110748394772083 -0.084738953821491186 0.047122103046452896 -0.017580563779172026 -0.053952608381105376 -0.02476100093765235 0.084826444682623306 0.016752750289889366 0.087288096316978828 -0.0007385622008092849 -0.067237438757691947 0.0065389390136346356
leaf_weight=0.0042540690617632942 2.9214852766494031 0.024051774510884465 0.013869675407819027 0.24754759123607095 0.078209029959134369 0.055404632745194249 0.060295340190294255 0.067767069293953597 0.060272706677190757 0.060876742801220018 0.080055391982781887 0.14829765230291503 0.13797612369626211 0.083535939394493997 0.12293130043667577 0.16760702189122867 0.071199994149953483 0.11847780253967244 0.056470136524239933 0.1943192012351953 0.19231003922442391 0.061687107176794598 0.073287349066180951 0.15639685399991521 0.066437594681701739 0.16741954207387089 0.091649569338187464 0.43547557941505488 0.067352038226090261 1.3378893648822145
leaf_count=47 1430 53 68 23 27 9 44 22 22 23 10 27 27 19 20 42 33 28 38 50 49 39 28 99 16 36 13 91 8 459
internal_value=-8.44547e-05 -0.0328799 0.0199365 0.000102899 0.0021948 0.0257388 -0.0137304 0.0244422 -0.00288097 -0.0442337 -0.000401221 0.00536288 0.00211828 0.00560679 -0.00937727 -0.0422323 -0.00302491 0.025472 -0.00964273 -0.0140289 -0.00863625 -0.023199 -0.0404935 0.0148822 0.0355214 -0.00477471 0.00198546 -0.0160172 0.0081634 0.0030029
internal_weight=7.42481 0.0421755 0.0181237 7.38263 4.34 0.431015 0.183467 0.128062 3.04263 0.121149 3.90898 2.38039 2.23209 2.09411 1.5286 0.247662 1.28094 0.241409 1.03953 0.968328 0.911858 0.563151 0.435026 0.348707 0.128125 0.240707 2.01058 0.513685 1.49689 1.40524
internal_count=2900 168 115 2732 1257 98 75 66 1475 45 1159 671 644 617 488 52 436 48 388 355 317 169 114 148 55 64 598 118 480 467
is_linear=0
shrinkage=0.1


Tree=551
num_leaves=31
num_cat=0
split_feature=0 4 4 0 4 1 4 0 0 4 4 4 1 0 2 1 0 2 0 3 3 4 0 0 3 4 0 3 0 4
split_gain=0.00341849 0.0285349 0.0435442 0.0256788 0.0247325 0.0226785 0.0235985 0.0225854 0.0176094 0.016793 0.016496 0.0254839 0.050402 0.0337816 0.0230448 0.0300932 0.0241433 0.0350966 0.0273465 0.0210457 0.0435657 0.0356672 0.0277829 0.0263558 0.0208754 0.0263765 0.0188013 0.0183254 0.0194259 0.0179627
threshold=94.047642319350018 38.238138001450004 38.386256906100009 94.964406541850011 38.703421923500009 70.73871032835001 42.654057868200006 95.071944867050021 93.867515624600017 38.994321257850011 40.823855932350007 42.448133449100006 71.52105164435001 94.73051068445001 -0.054494999999999995 75.403185184700007 96.811377277450006 -0.030985000000000002 100.67200315280002 0.088990000000000027 0.082620000000000013 41.24714903835001 99.053551358250004 98.327667663000014 0.10017000000000002 43.061965423550006 97.550703263350016 0.092425000000000021 98.327667663000014 42.526729949000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 -3 -2 -4 6 -6 -5 -1 -7 14 13 -13 -12 15 -11 -16 -18 -19 20 -15 -21 -22 -23 25 29 -17 28 -28 -14
right_child=1 2 4 7 5 9 -8 -9 -10 10 11 12 24 19 16 26 17 18 -20 21 22 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00029950662358573161 -0.10089962056956209 0.075164037735856004 -0.08109405036705275 0.082776758600916364 -0.084839604097163429 0.047569980359757701 0.0022952904882269308 -0.030621939095941342 0.036575128351785412 -0.10103516244318063 0.092148114083766414 -0.081533886461475885 0.010932625567530736 -0.044245614802861225 0.059108548693687028 -0.10160955496462519 -0.10119790526767192 0.064816474774255506 -0.050953187267040248 0.034628168450296003 0.097200642765742168 -0.095498689222363653 0.01711417453783055 -0.0012789080461741156 0.074966294441594292 0.010999404602954252 0.098976276337580993 -0.047705892086234249 -0.007632939251935463 -0.083198935887500866
leaf_weight=5.1858160227347989 0.048186667844849485 0.075503626654309985 0.03907462031977349 0.019461990559648257 0.06270639642025333 0.079312256527514724 0.061628601177972087 0.18005296483198741 0.13736254895866284 0.058378089167320013 0.061785775531461584 0.08012819679754557 0.031167299875932031 0.053485027072513347 0.062224993991549016 0.021915251447353512 0.035429281299002469 0.049817953431556816 0.034557422705926655 0.10237108088847435 0.090754220174858347 0.056356572662480175 0.082871712596315206 0.062740720523528637 0.038441651363381624 0.33034805746780616 0.026534595832345076 0.05051029032802612 0.048029914544560626 0.05799182363630917
leaf_count=1355 38 15 29 5 37 27 49 353 35 25 8 56 12 66 12 6 9 14 48 27 15 27 38 39 29 380 4 39 56 47
internal_value=-8.91716e-05 -0.00361202 0.000874637 -0.0353836 -0.00246698 -0.000593031 -0.0416498 -0.0195603 0.00123558 0.00277613 0.000301831 0.00681726 -0.0083665 0.0228255 -0.0173313 -0.0402935 0.00857483 -0.0176717 0.017401 0.0132772 0.0346666 -0.0086572 0.0589753 -0.0458635 0.00443574 -0.00202734 -0.0161695 -0.0011989 0.0303051 -0.0502934
internal_weight=7.32495 2.00177 1.75407 0.247702 1.67856 1.63949 0.124335 0.199515 5.32318 1.51515 1.43584 1.04844 0.538077 0.510365 0.387398 0.205368 0.18203 0.119805 0.0843754 0.448579 0.227111 0.221468 0.173626 0.119097 0.457949 0.419507 0.14699 0.125075 0.0745645 0.0891591
internal_count=2900 1510 1114 396 1099 1070 86 358 1390 984 957 744 524 220 213 130 83 71 62 212 119 93 53 66 468 439 105 99 60 59
is_linear=0
shrinkage=0.1


Tree=552
num_leaves=31
num_cat=0
split_feature=4 2 2 4 1 0 1 4 1 2 1 0 4 0 2 4 0 3 0 0 1 0 1 1 1 1 2 2 2 0
split_gain=0.0037704 0.00815325 0.00789405 0.00469505 0.0113658 0.0206897 0.0118611 0.00959829 0.0288197 0.0248998 0.0111635 0.0153141 0.0103232 0.029074 0.0157777 0.0119899 0.00701056 0.0175847 0.00682142 0.0657036 0.0514523 0.0448415 0.0295413 0.019074 0.0580101 0.022958 0.0173401 0.0393634 0.0294648 0.0408565
threshold=32.785955158400007 -0.10710499999999999 -0.055714999999999994 35.461062230100005 65.727424373200009 92.031298721500022 69.563854125350005 37.020641110850008 69.64719632740001 -0.081169999999999992 71.381251821550009 95.141844778450022 37.858673296900008 93.972365491700018 -0.033594999999999993 38.052786106700005 97.835679825150024 0.11467000000000002 90.337570099350003 90.662873533100012 63.910026677050006 86.162394622750014 62.837331883000012 67.649671936450019 66.697957758300021 68.321786469100019 -0.088099999999999998 -0.085734999999999992 -0.12835499999999997 86.232294534150014
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 9 -5 -10 -12 13 -9 -15 -14 -8 -18 20 -20 22 -22 26 24 -21 -25 28 -28 -17 -30
right_child=3 2 -4 7 5 6 16 12 10 -11 11 -13 15 14 -16 18 17 -19 19 23 21 -23 -24 25 -26 -27 27 -29 29 -31
leaf_value=-0.10040736582052501 0.036149995179578488 0.048636145983511965 -0.057607284070285529 -0.031746339707404557 -0.056164185234335001 0.10019730639754404 0.031503063771904059 0.050628107343286134 -0.10095234729593217 0.028706090705036102 0.09359576020771028 -0.065862796122780606 -0.040156549763269087 -0.074159142244891965 0.014821488390538266 0.0042208606193446059 -0.10028303602516653 0.083657888377531464 0.074867220924785607 0.01662840026036512 0.021845651406775326 -0.068040414951354475 0.040471834431225068 0.058700743136675941 -0.10130035689882332 0.0011775755888759028 0.04502812780670179 -0.00033291427737257171 -0.010488130678799251 -0.069579286568206444
leaf_weight=0.011822378238252718 0.11751271265492824 0.014847740367685384 0.013220651038186867 0.13487092661625866 0.05129155665053986 0.016733053606003523 0.038370285907831203 0.13372412510670928 0.046907879743772529 0.13769754781787819 0.0081996519871552209 0.022686019003077151 0.074476580305997575 0.036408361091167851 0.044022235787394948 0.61371807993550487 0.015375417101012645 0.0078512653874018845 0.12537896158187356 0.10236075678381018 0.076185740579525318 0.20441076384696011 0.17856109163312783 0.071817389730313486 0.070400955194791948 2.0462466176503193 0.21097252181539383 2.0521347412535111 0.41173517857561204 0.16346122191316681
leaf_count=86 44 24 58 32 12 3 14 40 27 23 7 67 24 62 18 197 62 9 31 40 53 78 30 24 42 1212 27 423 106 25
internal_value=-8.78926e-05 -0.030747 -0.00140617 8.16526e-05 0.0136268 -0.00679234 0.025537 -0.000398866 -0.0165288 -0.00120667 -0.0702137 -0.0235291 0.000455323 0.0220526 -0.0254572 -0.000267147 0.00525526 -0.0381059 0.000202372 0.00437983 -0.00237833 -0.0436351 0.000810277 0.000521994 -0.0314279 0.00312802 -0.00124128 0.00389576 -0.0110197 -0.0272809
internal_weight=7.2534 0.0398908 0.0280684 7.21351 0.247134 0.129622 0.07833 6.96638 0.350362 0.272568 0.0777936 0.0308857 6.61602 0.214155 0.0804306 6.40186 0.061597 0.0232267 6.32738 2.4162 3.91118 0.280597 3.63058 2.29083 0.172762 2.11806 3.45202 2.26311 1.18891 0.575196
internal_count=2900 168 82 2732 144 100 88 2588 156 55 101 74 2432 120 80 2312 85 71 2288 1349 939 131 808 1318 82 1236 778 450 328 131
is_linear=0
shrinkage=0.1


Tree=553
num_leaves=31
num_cat=0
split_feature=2 1 3 0 0 1 0 2 2 3 4 1 1 4 3 2 0 3 0 3 1 2 4 4 3 4 4 0 2 3
split_gain=0.00418059 0.0132311 0.0113767 0.0139103 0.0122943 0.016745 0.0152006 0.0110876 0.0163868 0.0212018 0.0214357 0.0388252 0.0326747 0.030158 0.016917 0.0130572 0.0274731 0.0105503 0.0104266 0.0103433 0.00833972 0.00797998 0.00940206 0.020636 0.0216424 0.0169114 0.0133126 0.00943734 0.00762249 0.062065
threshold=-1.0000000180025095e-35 60.474177186300004 -0.24637000000000001 85.199926612050021 85.872041144650012 62.057679025150001 88.232507383150008 0.048530000000000011 0.090855000000000033 0.11747500000000002 38.175120519550006 76.763544998700013 78.820215468450016 37.020641110850008 0.081550000000000025 0.06041500000000001 96.055920542800024 0.077330000000000024 94.109476856350014 0.09117500000000002 68.961639504150014 -0.031989999999999998 41.872669623500009 40.259171735100004 0.089850000000000027 42.686561923500008 41.495754733000005 88.028184565250015 -0.053019999999999991 0.087530000000000011
decision_type=2 2 2 2 2 2 2 2 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 17 20 -4 -5 -6 -7 18 15 10 13 14 -13 -10 -12 16 -9 -2 -8 -14 -3 28 23 24 -23 27 -25 -24 -1 -30
right_child=1 2 3 4 5 6 7 8 9 -11 11 12 19 -15 -16 -17 -18 -19 -20 -21 -22 22 25 26 -26 -27 -28 -29 29 -31
leaf_value=0.00073582699872673518 0.043477547072007773 -0.0028099489346884742 0.069423841697408326 -0.050790502505618555 0.045372786621513339 -0.054708394907867088 -0.0097549025949997571 0.096491996715448711 -0.012887026442844361 0.061133352554082282 -0.020839844606086164 0.080300036744743342 -0.0093677797451500091 0.097595167660965362 -0.10072647734050517 0.079928940889309158 -0.063929712768726693 -0.10047731851834499 -0.1005075655226307 -0.10038780929483754 -0.09093653262403277 -0.036488373868027495 -0.088306346591591214 0.079580207570966663 0.029830424089297616 0.016234070710356985 0.019658125099441509 -0.011877551809386787 0.019779179259904592 -0.055432108850225786
leaf_weight=5.3983873947102952 0.0064128626498193278 0.018599471251945943 0.026764022752793437 0.052065495831868702 0.071500270812066447 0.057518385562616459 0.034196942349808523 0.018450497911544531 0.077896029119645604 0.043378877103402047 0.041597048958465166 0.042343888324075429 0.050359827961590442 0.036183455741138459 0.073075141638959451 0.046094420733695074 0.025332529505901855 0.024701318057399391 0.020101255305197574 0.016600313687674007 0.02540703500918795 0.086513507699717551 0.029749419420340928 0.076179497866178281 0.1141137887130228 0.1229170791668821 0.072228459268444567 0.035357964041395462 0.25284946690332777 0.19382500565717464
leaf_count=1936 62 7 16 23 25 16 9 5 63 23 26 34 89 12 56 25 40 30 55 27 44 26 35 32 23 40 10 12 45 54
internal_value=-8.93326e-05 -0.00686348 -0.00430445 -0.00134141 -0.00402144 -0.000301695 -0.00590207 -0.000561112 0.00436863 -0.00468262 -0.013128 -0.0310992 0.0115457 0.0221554 -0.0717478 0.0427816 0.00367321 -0.0708072 -0.0433516 -0.0319329 -0.0536896 0.000768914 0.0124344 0.0221456 0.00123276 -0.0055928 0.0504168 -0.0468 -0.000302939 -0.0128572
internal_weight=7.1907 0.808579 0.777465 0.733458 0.706694 0.654629 0.583129 0.52561 0.471312 0.381435 0.338056 0.223976 0.109304 0.114079 0.114672 0.0898774 0.043783 0.0311142 0.0542982 0.0669601 0.0440065 6.38212 0.53706 0.349035 0.200627 0.188024 0.148408 0.0651074 5.84506 0.446674
internal_count=2900 687 595 544 528 505 480 464 400 330 307 232 150 75 82 70 45 92 64 116 51 2213 178 91 49 87 42 47 2035 99
is_linear=0
shrinkage=0.1


Tree=554
num_leaves=31
num_cat=0
split_feature=3 3 1 0 3 3 4 3 3 1 2 0 3 3 3 2 4 4 4 1 1 4 2 3 2 4 4 3 2 4
split_gain=0.00390474 0.0238836 0.0398919 0.0531132 0.0260418 0.0175297 0.0375336 0.0171535 0.0237269 0.0629902 0.0363446 0.0307052 0.0274519 0.0595117 0.0315529 0.0227579 0.0161726 0.0505763 0.0207351 0.0413814 0.0253964 0.0318064 0.0566769 0.0648206 0.0439196 0.0301494 0.0262591 0.0160281 0.0204536 0.0151437
threshold=0.086520000000000027 0.087605000000000016 62.837331883000012 89.738043936200015 0.087265000000000023 0.08594000000000003 42.622319549950006 0.085765000000000022 0.084795000000000023 63.565904036300005 -0.09715 97.550703263350016 0.083905000000000021 0.083795000000000022 0.084365000000000009 -0.29600999999999994 41.558544840500012 41.811877919650009 42.049402686800001 62.020040611300011 61.917879202350001 43.368902217050007 -0.079074999999999993 0.09254500000000003 -0.060760000000000002 42.526729949000007 42.871500973550006 0.099425000000000027 -0.012769999999999998 41.348489042950007
decision_type=2 2 2 2 2 2 2 2 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 7 -7 8 12 -10 -11 -12 13 15 -14 -1 29 -18 19 -19 -20 22 23 -22 -24 -25 -27 -26 -29 -3
right_child=1 16 3 4 -6 6 -8 -9 9 10 11 -13 14 -15 -16 -17 17 18 20 -21 21 -23 24 25 27 26 -28 28 -30 -31
leaf_value=-0.07406612976934776 0.051282328590651162 0.0016981190720086325 -0.10165812580395772 -0.026245167598669034 0.067159057566412397 0.013658912001048277 -0.10166036391458987 0.033922084339502341 -0.10223472159342067 0.048185882674939493 -0.10209277403202244 0.023086858781021295 0.080829739054464833 -0.10268086512990895 -0.0082611091480601535 0.0010992049973956271 -0.06791958715961198 -0.033928595698181511 0.041801810292958264 0.046987255817485113 -0.10134652668972584 0.023136601944487852 0.045814116173409622 -0.072233981418480128 -0.076063178301944964 0.047707280868827501 -0.034264236324254835 -0.046715097571197517 0.043585242094089628 0.028226181701573674
leaf_weight=0.04102125535871648 0.23784909841197099 2.1544555376558856 0.047706895013106987 0.056489304525754069 0.063295894102409989 0.059053034550441086 0.054062597831851633 0.13175515331671928 0.085153564143183647 0.086926303784374381 0.043336910682540974 0.035767259241494598 0.086720954679471052 0.058181465136037391 0.073400289331743807 2.2314781372374828 0.13285847289822772 0.093884641725480722 0.085441486941753908 0.19339924667150399 0.15224395022405546 0.17115527970797473 0.14902275382155494 0.068354234881550013 0.051229005967112551 0.079443166138023713 0.076917477864080652 0.057786682839605419 0.044323015218878936 0.23906722648899847
leaf_count=94 25 700 9 46 23 23 23 22 23 26 16 31 25 12 24 1263 38 17 31 40 57 109 18 23 40 24 23 31 23 41
internal_value=-8.52849e-05 0.00189724 0.0249567 -0.0124273 0.0231107 -0.00284311 -0.0414569 -0.0013232 -0.00301677 -0.0323096 0.0035535 -0.0454923 -6.27479e-05 -0.00281444 0.0399901 -0.000257617 -0.00059556 -0.00932081 -0.00295608 0.0205439 -0.0101695 -0.0153907 -0.0250977 -0.0509668 0.00715377 -0.0168347 0.00738356 -0.0304184 -0.0075182 0.00434777
internal_weight=7.14178 4.15492 0.405341 0.167492 0.119785 2.98686 0.113116 2.87374 2.74199 0.251184 0.16603 0.0791042 2.4908 2.33068 0.160121 2.2725 3.74958 1.35606 1.2232 0.287284 0.935917 0.850476 0.67932 0.376959 0.302361 0.224715 0.156361 0.153339 0.10211 2.39352
internal_count=2900 1318 103 78 69 1582 46 1536 1514 96 73 47 1418 1369 49 1357 1215 474 436 57 379 348 239 127 112 70 47 94 54 741
is_linear=0
shrinkage=0.1


Tree=555
num_leaves=31
num_cat=0
split_feature=2 4 0 4 3 3 3 3 3 4 2 1 0 4 2 4 2 4 4 0 3 1 3 3 3 3 3 2 3 3
split_gain=0.00363854 0.0130525 0.0251433 0.0157561 0.0141847 0.0119361 0.0251388 0.0160106 0.0226407 0.0232258 0.0237369 0.0176701 0.0155379 0.0134311 0.0113519 0.0132418 0.00838182 0.0141086 0.0354361 0.0272046 0.011342 0.0238583 0.00796369 0.00813266 0.0122498 0.0113396 0.015634 0.00704618 0.0520407 0.0764051
threshold=-0.0039949999999999994 41.289992964000007 87.393708446500014 43.812290675100009 0.11747500000000002 0.10273500000000002 0.094415000000000013 0.090025000000000022 0.086520000000000027 36.514114975300011 0.26462000000000008 65.727424373200009 87.181320254150009 39.995120105550008 0.053395000000000012 35.337501601400007 -0.031989999999999998 40.305698932850007 41.872669623500009 93.262612545250008 0.10461500000000003 62.154463517850012 0.13062500000000002 0.081550000000000025 0.070195000000000021 0.088005000000000014 0.090025000000000022 -0.053019999999999991 0.087530000000000011 -0.072169999999999998
decision_type=2 2 2 2 2 2 2 2 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 4 3 -3 5 6 7 8 9 14 11 -11 -8 -9 -2 -16 27 19 -19 -18 21 -20 23 24 -4 -25 -27 -1 29 -29
right_child=1 2 22 -5 -6 -7 12 13 -10 10 -12 -13 -14 -15 15 -17 17 18 20 -21 -22 -23 -24 25 -26 26 -28 28 -30 -31
leaf_value=0.0006801482335130302 0.10012180970605798 -0.1012105162585788 -0.022519109410219226 0.013195819480768338 0.058676355087378111 -0.034895189619493769 0.088339704006804992 -0.077381045601145601 0.059315813268180841 -0.00093106637944862013 0.033069852126168801 -0.080942656219843534 0.0049118158573024694 0.00081910706969477427 0.058604765396961349 -0.062464741591317291 -0.050311563034143005 0.06775402402279318 0.02966063688818521 0.028284639450201512 0.032345896953266083 -0.064354912654653956 0.054550307253029409 -0.088176104446857945 0.066331860192389389 0.063006512564540998 -0.060071451753069077 -0.043262879826302614 -0.052049453822595251 0.067829569859620284
leaf_weight=5.3204784981969224 0.022027437188232857 0.055277990386892739 0.039674910789082141 0.015389058852214532 0.04025939337043638 0.095892098397965031 0.050126276764785885 0.051973603789339018 0.058801657242567307 0.042696663090282527 0.044093948804412086 0.078070720551156825 0.040248914522706611 0.03803701658580394 0.02235618323327615 0.015159865100940806 0.08322260409681792 0.12355465430118784 0.049197585599742411 0.093535902741180621 0.059558007176747196 0.059803634081049495 0.020050009637998301 0.026596491605587191 0.025483474870460654 0.018786661623849454 0.022902452150702857 0.11324915748627973 0.18928381692941798 0.13656216426319634
leaf_count=1936 7 97 56 20 26 33 13 36 32 19 33 59 32 13 46 7 19 38 25 24 21 32 12 59 43 15 48 20 54 25
internal_value=-0.000104116 -0.00634934 -0.0269372 -0.0762964 0.0013456 -0.00277981 0.00386312 -0.00759591 0.00408074 -0.0103927 -0.0297269 -0.052655 0.0511848 -0.0443349 0.043139 0.00968177 0.000722008 0.0135792 0.0270729 -0.00872054 -0.00274662 -0.0219211 -0.00421267 -0.0130418 0.0122305 -0.0371568 -0.00460795 -0.000324666 -0.0124999 0.0174671
internal_weight=7.05235 0.823905 0.224161 0.070667 0.599744 0.559484 0.463592 0.373217 0.283206 0.224405 0.164861 0.120767 0.0903752 0.0900106 0.0595435 0.037516 6.22845 0.468872 0.292114 0.176759 0.168559 0.109001 0.153494 0.133444 0.0651584 0.0682856 0.0416891 5.75957 0.439095 0.249811
internal_count=2900 706 350 117 356 330 297 252 203 171 111 78 45 49 60 53 2194 159 116 43 78 57 233 221 99 122 63 2035 99 45
is_linear=0
shrinkage=0.1


Tree=556
num_leaves=31
num_cat=0
split_feature=0 0 0 2 3 0 1 1 4 4 4 3 1 4 2 2 2 2 4 4 4 2 1 2 3 0 0 2 3 3
split_gain=0.00481602 0.00461215 0.00664913 0.0055069 0.0107331 0.00403466 0.0110862 0.0099013 0.0180841 0.0133975 0.00977594 0.0144626 0.00477628 0.00593138 0.00489384 0.00790136 0.0061337 0.00886961 0.0136985 0.0191032 0.00608208 0.00529068 0.0360062 0.00740405 0.0434469 0.0121165 0.0113086 0.00555915 0.0148797 0.0424464
threshold=113.28087178455002 116.05267211710002 122.45926784190002 -0.088099999999999998 -0.397505 108.95245419455001 83.715897724050009 84.600400448950026 44.710446918150005 37.511241581900002 41.792045663550006 0.079095000000000013 82.393176323850014 40.742467179200005 -0.66246499999999997 -0.60414999999999985 -0.59309999999999985 -0.50001499999999999 40.742467179200005 39.852039223600009 41.941595803500007 -0.26138499999999998 62.305017173150013 -0.23955999999999997 0.093295000000000031 87.568458224950021 94.776214472700005 -0.11808 0.093675000000000022 0.083185000000000023
decision_type=2 2 2 2 2 2 2 2 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 6 12 -7 9 -9 -8 -12 14 -14 -1 -16 -17 18 19 -18 -20 22 -19 24 25 -23 -27 28 29 -25
right_child=1 2 -4 -5 -6 7 10 8 -10 -11 11 -13 13 -15 15 16 17 21 20 -21 -22 23 -24 27 -26 26 -28 -29 -30 -31
leaf_value=0.029791259702057871 -0.073605107645277959 0.10013887842891084 -0.1001741834906853 0.060861991022796304 -0.10034899549060416 -0.053159291189791236 -0.10023971261549043 0.089692725654509087 0.084199351194130731 -0.10018040317403715 -0.075545232320900532 0.035113729687744531 0.062103071036055217 -0.00031637746561795636 -0.030575156730381109 0.02948017970910001 -0.044760164692221389 0.079754998993416981 -0.10107563065212946 0.045661551844959625 -0.031347875098589044 -0.10093892178139681 -0.037141357565652199 -0.0042885531921262434 0.089703677846594998 0.031653086969048179 -0.10030499919301661 -0.00089630708089354159 -0.014847524919166289 0.042675428839652807
leaf_weight=0.054806591433290808 0.01695893972134957 0.0040004807524383077 0.0063283491707698666 0.012626716516669648 0.0080302716871212265 0.013113521276870821 0.019487287972546841 0.0054238885361217451 0.035974312872895098 0.011802907460698009 0.021996578707415892 0.025505071846964711 0.027902297853586222 0.03350268418235558 0.084626489465335797 0.070662940901342952 0.049581678139958174 0.053915080610920429 0.025550516666044132 0.044187307802758369 0.024509254626762456 0.042332162686840813 0.051537125050424848 0.50857835253824901 0.023569480166770518 0.017897510627619795 0.01019306440557699 5.1448991246721674 0.23971023936024949 0.30959993446418821
leaf_count=14 54 1 129 47 73 24 101 21 24 65 42 34 27 20 33 30 30 19 20 16 28 72 27 304 5 29 34 1460 54 63
internal_value=-9.6068e-05 -0.0316811 -0.00873548 0.0147323 -0.0336825 0.000121795 -0.000114661 0.0246698 0.0438539 -0.0403985 -0.0405971 -0.0161291 0.000283117 0.0280469 3.07789e-05 -0.000212615 0.000175715 -0.000140619 -0.0246993 -0.00215021 -0.0669369 0.000411102 0.0226248 3.90888e-05 -0.0278172 -0.0671497 -0.0162298 0.000461201 0.00706326 0.0134827
internal_weight=6.99881 0.0479448 0.0309858 0.0246575 0.0120308 6.95087 6.88455 0.0663146 0.0532011 0.0172268 0.0669889 0.0475017 6.81756 0.061405 6.75616 6.70135 6.61672 6.54606 0.143829 0.093769 0.0500598 6.40223 0.105452 6.29678 0.0939922 0.0704227 0.0280906 6.20279 1.05789 0.818178
internal_count=2900 304 250 121 74 2596 2462 134 110 86 177 76 2285 47 2238 2224 2191 2161 94 46 48 2067 46 2021 140 135 63 1881 421 367
is_linear=0
shrinkage=0.1


Tree=557
num_leaves=31
num_cat=0
split_feature=3 3 3 4 2 3 2 2 3 1 0 1 1 1 3 4 0 0 1 2 2 2 2 2 0 2 3 0 3 0
split_gain=0.00360831 0.024906 0.0206994 0.0176815 0.0321462 0.0397028 0.0380068 0.0477614 0.0245114 0.0212804 0.0188956 0.0182324 0.0283289 0.0269143 0.0250304 0.0206183 0.0345519 0.0300347 0.0341639 0.0168306 0.0334096 0.0164911 0.0538103 0.0416122 0.0259123 0.0199625 0.02079 0.0162832 0.01625 0.0291389
threshold=0.090390000000000012 0.090865000000000015 0.091385000000000022 42.178283198950005 -0.083794999999999994 0.10461500000000003 -0.08725999999999999 -0.16030499999999998 0.093925000000000022 62.095317438950012 88.028184565250015 65.727424373200009 66.499011856650014 62.020040611300011 0.11614000000000002 40.496232821400007 85.839779647100016 86.20003303655001 61.928633034850002 -0.072569999999999982 -0.053019999999999991 -0.060760000000000002 -0.085249999999999992 -0.053019999999999991 96.249489528150022 -0.101965 0.09254500000000003 97.483491810050012 0.089475000000000013 89.528344202050008
decision_type=2 2 2 2 2 2 2 2 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 11 6 -6 7 8 -5 -9 -7 13 -13 15 19 16 -4 18 -17 -15 -21 22 25 -23 -24 -14 -27 -10 -1 -30
right_child=1 2 3 4 5 10 -8 9 27 -11 -12 12 21 14 -16 17 -18 -19 -20 20 -22 23 24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00086074570198341367 0.03597928127441926 -0.041088255972509459 -0.007921665968279739 0.097108247579512086 -0.077928527085170687 -0.04581234413093474 0.067951407222621468 -0.0017453879294474517 -0.055371668617183394 -0.10133458902019404 0.036385238858053275 -0.072207265579130625 -0.0056245613568186893 0.021695574181027966 -0.0068322194898404916 -0.035657202666233137 0.06263969490072456 -0.059568200995121945 0.040191101709846827 0.10032448506054992 0.023146549896048835 0.085788194015019692 -0.10112111676433005 -0.0019969605044142754 -0.010079764021884695 0.10064853691271479 0.0043299063111643171 0.040178554306570885 -0.10105748353791155 -0.002928518159096281
leaf_weight=3.8509044558868131 0.2072828434319266 0.11717981649856701 0.18434534960374593 0.036977934314637473 0.13304977210419711 0.047815690167567482 0.07809043224551715 0.033091344541958279 0.032576278657870716 0.061024547491040693 0.067371964060843226 0.059072934091091156 0.25493786607684005 0.24870883847324876 0.15353548371786019 0.11652640416559734 0.11129228194477037 0.11331781925400719 0.12110140088748267 0.10586661766865291 0.11929407145998994 0.069300284812925383 0.081786204504942478 0.24454525954532624 0.050607574114764659 0.041905838064849335 0.048168077638296433 0.039413776788389754 0.045740804073453545 0.08941415163793015
leaf_count=1857 35 36 43 10 67 31 8 19 22 31 29 8 169 36 26 26 18 19 19 14 32 12 35 138 28 3 43 20 24 42
internal_value=-8.93874e-05 0.00254398 4.27829e-05 0.001859 -0.014492 -0.0407174 0.00866135 -0.014137 0.0309325 -0.0663188 0.0022641 0.00593392 -0.00540583 0.0135026 0.0282579 -0.000814981 0.018641 -0.0172048 0.0029971 0.0396272 0.0594343 -0.000418596 -0.0121239 0.0173869 -0.0663205 0.00867336 0.049141 -0.00305895 -0.00205691 -0.0361385
internal_weight=6.96425 2.97819 2.7709 2.65372 0.529412 0.248237 0.281174 0.203084 0.108968 0.0941159 0.115188 2.12431 0.850324 1.27399 0.627405 0.646583 0.295638 0.350946 0.237628 0.47387 0.225161 0.791251 0.477406 0.313846 0.132394 0.345012 0.0900739 0.0719901 3.98606 0.135155
internal_count=2900 977 942 906 237 127 110 102 52 50 60 669 436 233 108 125 61 64 45 82 46 428 278 150 63 215 46 42 1923 66
is_linear=0
shrinkage=0.1


Tree=558
num_leaves=31
num_cat=0
split_feature=1 1 4 1 2 0 2 2 4 0 1 1 1 1 2 2 2 2 2 3 2 3 3 2 3 3 3 0 0 2
split_gain=0.00375115 0.0158597 0.0142222 0.0163367 0.011954 0.0253921 0.0578997 0.0428437 0.0292297 0.0272917 0.0233228 0.0284371 0.0304912 0.0262149 0.0225519 0.0611734 0.0191918 0.0265741 0.0199938 0.0189221 0.0197352 0.0160863 0.0407651 0.0117386 0.0209987 0.0372629 0.01577 0.0114262 0.0254976 0.0181167
threshold=69.873026810350026 70.085415002650009 38.238138001450004 70.133807249000014 -0.079824999999999993 97.483491810050012 -0.096499999999999989 -0.101965 41.134354310300004 97.671683879200017 70.96454081135002 71.787208999250012 72.187789260650007 74.986474174450009 -0.074434999999999987 -0.058529999999999992 -0.08459499999999999 -0.093604999999999994 -0.13324 0.10611500000000003 -0.048664999999999993 0.091975000000000015 0.076580000000000023 0.22542000000000004 0.076080000000000023 -0.10585499999999999 0.081550000000000025 87.181320254150009 86.866770652900016 -0.083794999999999994
decision_type=2 2 2 2 2 2 2 2 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 6 7 8 -5 -7 -6 -12 -13 -14 -15 -16 17 18 -11 20 -17 22 -10 24 25 -22 -25 28 -1 -29
right_child=1 2 3 4 10 9 -8 -9 21 16 11 12 13 14 15 19 -18 -19 -20 -21 23 -23 -24 26 -26 -27 -28 29 -30 -31
leaf_value=-0.00026371301216077673 -0.04278704175939238 -0.026620859732140636 0.051592173278560596 -0.10136446736324843 0.050538246580089909 0.05843860800116462 -0.083665947245515723 0.055610044869963508 0.030915259087274632 -0.001492586074745684 -0.10060783371957181 0.094002408460104242 -0.071934922375572183 0.058865095450160304 -0.10146772028053591 0.088693577375202254 -0.056201770250271371 0.043418275227604275 -0.075158590316367249 -0.053199871982376537 0.050712457266021853 0.048705339407431013 -0.10095296862898578 0.010169789510190933 0.042932730716117473 -0.10144847086742591 -0.10035019821050069 0.017400032717416799 -0.042009541518079771 -0.0022354573194467635
leaf_weight=2.8276467877538844 0.098724820418283232 0.20463212844550249 0.062167637901666128 0.042946716377059602 0.1148976494823738 0.083291962142993725 0.12490283678809422 0.088687667677731952 0.052074802418528243 0.26894526563823773 0.026183036591760356 0.036793838654830324 0.046392362787514685 0.070831125669201356 0.053895034919815288 0.038046133879106492 0.060498776459824599 0.12231721956384689 0.042692020595062274 0.038377959826215946 0.032208160238383243 0.03781210841043503 0.042636720594117605 0.036690064683497781 0.15033340632528258 0.032168798101874785 0.019920501776476085 0.93495101300680972 0.15429295447574976 0.94465842560605728
leaf_count=883 24 405 9 19 34 15 65 14 49 356 21 7 38 19 25 5 42 49 41 35 36 20 43 35 136 25 32 195 24 199
internal_value=-8.20899e-05 -0.00369363 -0.00169425 0.00126151 -0.000619376 -0.0078156 -0.0275643 -0.00103761 -0.0296689 0.00548345 0.00936624 0.00123588 0.00603484 -0.000203144 0.00684026 -0.00233456 -0.00343699 0.00391909 -0.0115843 0.0130295 0.0212455 -0.00643467 -0.0284485 0.0117875 0.022468 -0.0253215 -0.0287207 0.00142526 -0.00242375 0.00753158
internal_weight=6.89062 2.02907 1.93034 1.72571 1.66354 0.966806 0.389061 0.264158 0.17547 0.577745 0.696738 0.58184 0.555657 0.518864 0.472471 0.40164 0.494453 0.433955 0.311637 0.347745 0.309367 0.132524 0.0947115 0.271321 0.21471 0.064377 0.0566106 4.86155 2.98194 1.87961
internal_count=2900 1599 1575 1170 1161 713 210 145 131 503 448 414 393 386 348 329 488 446 397 304 269 112 92 264 197 61 67 1301 907 394
is_linear=0
shrinkage=0.1


Tree=559
num_leaves=31
num_cat=0
split_feature=2 4 0 4 4 4 0 1 2 0 0 0 4 4 4 1 0 3 3 4 0 0 3 4 2 1 0 2 0 3
split_gain=0.00346085 0.00582438 0.00493767 0.0178908 0.0313897 0.0285243 0.022302 0.0207117 0.0190435 0.0167536 0.0152099 0.0146781 0.0118848 0.0174754 0.0186115 0.037893 0.0266465 0.0171856 0.0306932 0.0287621 0.0266393 0.0259767 0.0150674 0.0227849 0.0138397 0.0270612 0.0235112 0.0238118 0.0162806 0.0146362
threshold=0.68694500000000025 41.43512228960001 94.047642319350018 38.238138001450004 38.386256906100009 38.703421923500009 94.964406541850011 70.73871032835001 -0.14739999999999998 95.071944867050021 96.588235252600015 93.867515624600017 38.994321257850011 40.823855932350007 42.448133449100006 71.52105164435001 94.73051068445001 0.088990000000000027 0.082620000000000013 41.24714903835001 98.327667663000014 100.13162306855001 0.10017000000000002 43.061965423550006 -0.054494999999999995 75.403185184700007 96.811377277450006 -0.030985000000000002 97.550703263350016 0.092425000000000021
decision_type=2 2 2 2 2 2 2 2 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 6 -5 -6 -4 8 -7 -8 -11 -1 -9 24 16 -16 -15 18 -18 -19 -21 -20 23 -17 25 -14 -26 -28 -27 -30
right_child=1 -3 3 4 5 7 9 12 -10 10 -12 -13 13 14 15 22 17 19 21 20 -22 -23 -24 -25 26 28 27 -29 29 -31
leaf_value=0.00045251108465212359 0.058141331691304143 -0.0093923800329366314 -0.10070672879917086 0.0686812679210803 -0.10139592225475587 0.0029148012485909376 0.079790210706570455 0.040757062161492635 -0.081637394865028634 -0.10063644873478304 -0.013875650332269252 0.035415272920316238 -0.10090219588585181 0.088581040217509677 -0.076543386339486708 -0.048910153393535306 -0.035818531845330508 0.032128172301659284 0.088003556505982489 -0.10087973845560283 -7.93778793401372e-05 0.0034771328330582768 0.069696113153810788 0.011037113011882711 0.05622029130894865 -0.10133842640022775 -0.1010098972729602 0.0077642450750523093 0.027814540435481545 -0.044401088921569742
leaf_weight=4.8980694719996549 0.02668230712374331 0.024493396958632729 0.03856003330564603 0.061934493191202367 0.029463658467619669 0.047867626775996541 0.016304240896715783 0.072578405587318762 0.060060781484821635 0.023666389477739358 0.13819135361913795 0.12309416462647949 0.050754724629740622 0.051288861890498083 0.068305990561611907 0.08047570971482243 0.049545620251015166 0.091818408627659664 0.092511645634658635 0.046665140402183169 0.059835354676437191 0.059898735168449235 0.032075758693649092 0.29885748099482168 0.052215394876839016 0.018920010887086391 0.029945812886580825 0.061367899117062308 0.069536408232391267 0.04705738192077713
leaf_count=1347 21 23 38 15 26 34 5 26 50 19 328 34 25 8 56 59 65 27 18 26 39 35 28 368 12 6 9 54 60 39
internal_value=-8.86723e-05 0.0258188 -0.000284486 -0.00485915 -0.00105711 -0.00399326 -0.0317528 -0.0020025 -0.0441374 -0.0168289 -0.0265616 0.00130963 0.00140734 -0.000857345 0.00614796 -0.00756777 0.0207188 0.0120233 0.0325565 -0.00888649 -0.0442469 0.0547839 0.00388421 -0.00168073 -0.0206389 -0.0386209 0.00269783 -0.0279076 -0.0152944 -0.00133177
internal_weight=6.82204 0.0511757 6.77087 1.7497 1.53298 1.47105 0.216722 1.44158 0.107928 0.178162 0.161858 5.02116 1.33365 1.26108 0.931279 0.479715 0.451564 0.400275 0.201956 0.198319 0.1065 0.15241 0.411409 0.379333 0.329798 0.186269 0.143529 0.0913137 0.135514 0.116594
internal_count=2900 44 2856 1475 1085 1070 390 1044 84 352 347 1381 960 934 729 511 218 210 118 92 65 53 455 427 205 130 75 63 105 99
is_linear=0
shrinkage=0.1


Tree=560
num_leaves=31
num_cat=0
split_feature=0 1 4 2 2 0 0 0 0 1 3 2 2 2 1 2 2 3 0 2 2 2 0 2 1 2 3 4 4 1
split_gain=0.00355103 0.00660457 0.00594788 0.012303 0.00773862 0.00407698 0.00610819 0.00341796 0.0208257 0.0142041 0.0425992 0.0349462 0.0898189 0.0283406 0.0141467 0.0117248 0.0141363 0.0101308 0.0234996 0.0111649 0.0504267 0.0441809 0.0273736 0.0374131 0.024179 0.0365893 0.072674 0.0312953 0.0479621 0.0303524
threshold=112.07913100025002 85.804829691400016 46.177190236600005 -0.088099999999999998 -0.08756499999999999 120.39453199775001 122.45926784190002 87.181320254150009 86.866770652900016 64.434276012450013 0.082055000000000017 -0.083794999999999994 -0.068524999999999989 -0.019444999999999997 64.84561010645001 -0.29600999999999994 -0.245055 0.12064000000000002 85.775256651950016 -0.083794999999999994 -0.085249999999999992 -0.082509999999999986 86.232294534150014 -0.086894999999999986 62.106071271500007 -0.075840000000000005 0.094415000000000013 41.902916368500009 43.19689381845 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=7 -2 4 -4 -3 -5 -7 8 15 10 -9 -12 -13 -14 -11 -1 -17 19 -19 20 22 -21 23 -18 27 -26 -27 29 -29 -23
right_child=1 2 3 5 -6 6 -8 9 -10 14 11 12 13 -15 -16 16 17 18 -20 21 -22 24 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.037740541177751177 -0.10046083712069456 0.071776662242298311 -0.10046612912737113 0.085899928826497232 -0.10013770428258538 0.09056873782280829 -0.10018680340501368 0.063460094476583809 -0.038474103622615906 -0.050340030005201632 0.027951877393889935 -0.077412205304398574 0.055790764994042542 -0.01468179162743373 -0.00018958879425950558 0.047580517053315126 0.0013153384302346247 0.018691285753925348 -0.078739028271691283 0.068117998516269693 -0.089780118378758947 0.018760352132009744 -0.031556977531771009 0.084183895225763361 0.070010839249368698 -0.09135679619528958 0.060800543405095067 -0.063233377076336514 0.03661061363914183 -0.021559565883951498
leaf_weight=0.081969160868692437 0.0096649619739344744 0.013383006610087178 0.014774975632494858 0.0068127447711958666 0.0032553320462042476 0.0028219824766892998 0.0041432107254504302 0.14227610978196059 0.15193501942849241 0.057387205568375399 0.31579161458648741 0.14942156267352402 0.11997371920733713 0.10882866044994444 2.8330328371072149 0.062692607519182597 0.81232733190127637 0.04774637589730435 0.05141100423492162 0.10826635518618832 0.068406995665100445 0.52771671580080537 0.23547302546012361 0.058397493790835031 0.11811755532062307 0.05683433986177977 0.070115599374773296 0.17837277921066885 0.065882485651940215 0.28892416313465219
leaf_count=52 23 125 42 7 81 6 43 36 24 10 33 14 18 22 1525 27 327 21 30 10 13 108 34 8 7 45 21 109 43 36
internal_value=-9.11858e-05 -0.0254306 -0.00938403 -0.0370779 0.0381412 0.0308974 -0.0229013 0.000115931 -0.00240581 0.00213551 0.013613 0.00339408 -0.01711 0.0222709 -0.00118529 -0.000471219 0.00063939 -0.000455428 -0.0318243 0.00074606 -0.00645987 0.00673102 -0.00130736 0.00687314 0.00164195 0.0299525 -0.00731892 -0.00489779 -0.0363027 0.00449533
internal_weight=6.76616 0.0548562 0.0451913 0.0285529 0.0166383 0.0137779 0.00696519 6.7113 2.98459 3.72671 0.836292 0.694016 0.378224 0.228802 2.89042 2.83265 2.75068 2.68799 0.0991574 2.58883 1.1746 1.41423 1.1062 0.870725 1.30596 0.245067 0.12695 1.0609 0.244255 0.816641
internal_count=2900 327 304 98 206 56 49 2573 915 1658 123 87 54 40 1535 891 839 812 51 761 382 379 369 335 369 73 66 296 152 144
is_linear=0
shrinkage=0.1


Tree=561
num_leaves=31
num_cat=0
split_feature=0 3 4 1 1 4 0 0 1 4 0 4 3 4 4 4 2 1 0 4 1 1 0 1 3 2 1 1 4 2
split_gain=0.00334743 0.0142596 0.0199406 0.00327497 0.0129889 0.0111923 0.0310569 0.0244767 0.0262201 0.0239098 0.0233436 0.0143518 0.013959 0.0160683 0.0105431 0.0112789 0.0151217 0.0255077 0.0195117 0.0145489 0.0516225 0.0260548 0.0202437 0.0361896 0.0237348 0.0247633 0.0131206 0.021383 0.0120449 0.0119581
threshold=71.144667506050013 -0.15959999999999999 44.921040431000009 69.873026810350026 70.085415002650009 38.703421923500009 94.776214472700005 94.157869102700019 70.73871032835001 39.468990633150007 94.832672093450014 38.386256906100009 0.11614000000000002 38.318569170500005 38.994321257850011 40.823855932350007 -0.054494999999999995 75.403185184700007 100.67200315280002 41.395309858300003 71.52105164435001 76.220476456350013 97.835679825150024 76.42211081615001 0.082620000000000013 -0.15484000000000001 77.898074329750017 78.962703749400006 40.305698932850007 -0.16717499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 9 -9 -7 -8 12 13 -12 -10 16 17 -16 -18 21 29 -17 24 -24 25 -22 -23 -28 -19 -21
right_child=3 2 -4 4 5 7 10 8 14 -11 11 -13 -14 -15 15 19 18 28 -20 20 22 26 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.10078829518329457 0.0014906727047058646 -0.10047776457971705 0.091474871480569361 -0.039320551173325648 -0.079649325655432368 -0.017554025488347298 0.10063838593525479 -0.067797730168082646 0.038200377371978123 0.075165754809737417 -0.0069180985143830163 -0.075605508956958223 -0.10052272725683782 0.07604351117446416 -0.10081576808061321 0.05680696290566381 0.027223205013817482 0.012438212620973332 -0.055235249256728375 -0.012712433418586772 0.043896730669331432 -0.054986070027936033 -0.10057339354769664 0.0035728338069070222 0.054653064413134535 -0.073763841308899555 0.092038865873053877 -0.027574559869217287 -0.048350914415912959 -0.10111657087399298
leaf_weight=0.016309987086065902 4.7482451855703331 0.0085434401053560149 0.014764800120168786 0.095696305428645823 0.065963096619827133 0.041633607994299271 0.020166030852124095 0.057616967118292339 0.072471062086445381 0.083774979182046128 0.15955512724609011 0.03037767381172074 0.013377308868067206 0.027347728269887739 0.045953502759203957 0.12687497034494299 0.11323646938217269 0.074014833859707752 0.038436813503275769 0.020641841401243255 0.035387278197759997 0.040714272065088153 0.036954151072563945 0.34357024571686001 0.14691799416004869 0.036170851120488567 0.024059063376626 0.039454542815498428 0.058245841607902804 0.05913504225327415
leaf_count=76 1168 47 10 24 55 9 2 47 27 89 338 27 28 6 25 25 30 70 53 9 28 6 55 430 37 36 7 43 35 58
internal_value=-8.78512e-05 -0.0290693 0.0211162 8.46539e-05 -0.00341482 -0.00151861 -0.0185932 0.00209882 -0.00177236 0.0443843 -0.00253631 -0.0115567 -0.00184204 0.00522089 0.00112664 -0.00104052 -0.0168811 -0.0366327 0.00632671 0.00470267 -0.00267573 0.0263739 0.00738851 -0.0065412 0.0316502 -0.0155778 -0.0106717 0.0177352 -0.0143325 -0.0782425
internal_weight=6.69561 0.0396182 0.0233082 6.65599 1.90775 1.81205 0.316787 1.49526 1.36986 0.125409 0.250824 0.230658 0.20028 0.186903 1.31224 1.23977 0.329887 0.178214 0.151673 0.90988 0.678777 0.231103 0.599001 0.380524 0.218476 0.0715581 0.104228 0.0635136 0.132261 0.0797769
internal_count=2900 133 57 2767 1599 1575 456 1119 1021 98 401 399 372 344 974 947 213 130 83 734 653 81 586 485 101 64 56 50 105 67
is_linear=0
shrinkage=0.1


Tree=562
num_leaves=31
num_cat=0
split_feature=2 4 2 2 2 4 4 3 3 1 1 4 3 3 1 3 4 2 1 0 2 4 2 2 2 1 4 0 1 0
split_gain=0.00337585 0.00497683 0.00433231 0.0119688 0.0119557 0.0128231 0.021301 0.0117703 0.0258608 0.00746993 0.0143918 0.0161459 0.0193189 0.00957431 0.00777575 0.00768918 0.0101834 0.00589323 0.0224853 0.0221281 0.00625311 0.0236928 0.0378731 0.0444349 0.0342822 0.0261829 0.0371774 0.028617 0.0300883 0.0385194
threshold=0.68694500000000025 41.43512228960001 0.090855000000000033 0.06041500000000001 0.11529000000000002 37.663157789700008 37.064694648750013 0.11263500000000003 0.076825000000000018 62.057679025150001 62.837331883000012 41.061442884200012 0.070195000000000021 0.10045500000000003 76.919475570250015 -0.09182499999999999 38.441102963850007 0.033180000000000008 71.429644067900014 86.530713386650021 -0.062629999999999991 41.028010303750008 -0.060760000000000002 -0.031989999999999998 -0.0086649999999999991 75.085947125300024 40.166811829450005 93.262612545250008 64.434276012450013 86.345209775600011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 17 -4 6 7 8 -6 13 -11 15 -13 -7 -14 -12 -17 20 19 -19 -1 25 -23 -24 -25 27 -27 28 29 -22
right_child=1 -3 4 -5 5 9 -8 -9 -10 10 11 12 14 -15 -16 16 -18 18 -20 -21 21 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0013484168394686082 0.056274268997636837 -0.007051921834575277 -0.064617714376356133 0.04854420098911616 0.027788089129513034 0.044665594317193531 0.1001906227680046 0.057693621438597423 -0.10088332586693148 -0.10070702909444545 0.003999055429871618 -0.1002601319853671 0.0023124379137419515 -0.022675048584965999 0.070349889918865136 -0.010973328645770228 -0.08090746085385607 -0.10046388971474539 -0.10044653675230433 0.065868495092118409 0.0013602354288534638 0.069990488091328087 -0.059196593385371046 0.022950939342703508 -0.059554596408490125 -0.084592073948726018 0.033258543527759379 0.056628440384880907 -0.031752026070124111 0.070924908730519765
leaf_weight=4.7232962264177987 0.02584866319916912 0.023871631315273589 0.036429025587177255 0.05124248972695955 0.039840489783887961 0.040448493337976288 0.027472871937789023 0.025255593289077172 0.02569316243075595 0.02277708039036952 0.029641921663824178 0.011733793601107934 0.031361284459734406 0.044167547308461508 0.036171623872215397 0.033221316278286395 0.055785501652677816 0.01118615514182366 0.026732493224552269 0.028064289434951206 0.22135172123529212 0.053098722826689482 0.17371637975111298 0.22734345280027668 0.064692977597658796 0.055986845636253224 0.051290449217049172 0.19998183577035888 0.11995361940131488 0.12429400936161983
leaf_count=1870 21 23 44 33 42 25 6 9 29 10 17 34 36 16 55 11 62 68 76 10 45 6 61 91 52 42 11 42 23 30
internal_value=-8.91243e-05 0.0258702 -0.000284916 0.000417207 -0.00964488 -0.00491696 0.0230394 -0.000306578 -0.0226589 -0.0157459 -0.0254314 -0.0167683 0.0181761 0.00951539 0.0387543 -0.040114 -0.0548049 1.16563e-05 -0.0297113 0.0184647 0.000337709 0.00650323 -0.010026 -0.0191484 0.00467401 0.0176 -0.0282464 0.0249895 0.0114001 0.0263757
internal_weight=6.64195 0.0497203 6.59223 6.13223 0.46 0.423571 0.118262 0.0907892 0.0655337 0.305309 0.220693 0.197915 0.0792667 0.084616 0.0675329 0.118649 0.0890068 6.08099 0.0659829 0.0392504 6.01501 1.29171 0.518852 0.465753 0.292036 0.772858 0.107277 0.665581 0.465599 0.345646
internal_count=2900 44 2856 2460 396 352 86 80 71 266 225 215 125 41 91 90 73 2427 154 78 2273 403 210 204 143 193 53 140 98 75
is_linear=0
shrinkage=0.1


Tree=563
num_leaves=31
num_cat=0
split_feature=0 0 1 1 4 3 1 0 4 0 4 2 2 1 2 1 1 2 1 0 1 4 0 2 4 2 1 0 3 1
split_gain=0.00315019 0.0307761 0.0149786 0.029129 0.0154321 0.0161319 0.013599 0.0173235 0.0294312 0.0216509 0.0280481 0.0140701 0.0590582 0.0340644 0.0737743 0.0321989 0.0269798 0.0241444 0.0200156 0.0323195 0.0199703 0.0405243 0.0222051 0.0325701 0.0243688 0.0214846 0.0230586 0.0194152 0.0151484 0.0140272
threshold=85.613949164150014 85.447264760050004 61.917879202350001 61.907125369850007 43.968221017800005 -0.25276999999999999 61.86411003975001 85.807518149550006 42.448133449100006 85.968825637350008 40.621691032550004 -0.068524999999999989 -0.075840000000000005 62.079186690200011 -0.048664999999999993 65.461267018300006 62.095317438950012 -0.031989999999999998 61.917879202350001 86.232294534150014 63.910026677050006 42.297164883650005 92.313586825200005 -0.060760000000000002 38.238138001450004 -0.02852 70.96454081135002 86.388225105700016 0.094165000000000013 61.971648364950006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 -2 8 29 10 -9 12 18 14 -13 -14 -15 -16 -11 -20 21 -18 24 -24 -22 26 -25 -21 -19 -8
right_child=6 -3 4 -5 -6 -7 7 9 -10 11 -12 13 15 16 17 -17 20 28 19 27 22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00027808629726018395 -0.035856367347047592 -0.073007656700192505 0.074041401674471277 0.086092133160023149 0.014845891341350913 -0.089430000507288443 0.010924024917108078 0.011755486078276652 -0.014275781185150403 -0.056472220075609939 -0.068471031837854843 0.099665517129583742 -0.079915426494350641 -0.058119485988489511 -0.034146959895334027 -0.012343402167324088 0.063163660176208281 -0.0039302758585702414 0.039848802518255282 -0.043888737996671374 0.0041879742469082852 -0.014226441033026197 -0.10079306188181142 0.065825090084283153 -0.065619473461377448 -0.0039152594224408045 0.0072710408882399871 0.00094964945156179479 0.057581782929633375 0.052822026741986383
leaf_weight=0.52007444036244255 0.1001374194015624 0.06314902396081834 0.006869149820623476 0.042217702488414943 0.034977560176230327 0.049814618882533246 0.13191692970826796 0.075405785311886464 0.17533038197777273 0.059305876204234553 0.10324428279153608 0.11950169689953327 0.14358262222958701 0.073746173649851587 0.098933958681300282 0.13858265430263889 0.14910147488626524 0.075598569412250849 0.21194321503571734 0.10012214796734076 0.095856978645315394 0.12387712945928797 0.02801711424351061 0.11323232123777394 0.10454822790325657 0.47540508814274351 0.16562969170276176 2.7219526534318281 0.085105944137467304 0.20267359563149512
leaf_count=351 22 39 13 6 11 103 19 13 49 9 44 14 14 9 9 49 37 21 32 17 20 19 25 24 80 480 63 1253 29 26
internal_value=-8.44627e-05 -0.00634138 9.62448e-05 0.00620671 -0.0373881 -0.0696199 0.000679549 0.00131334 0.0189122 -0.000391877 -0.0346085 0.000810474 -0.00293227 0.00820478 0.0346451 -0.0467281 0.000664191 0.00471862 0.00106268 0.00218731 0.00411659 0.0280442 -0.00253019 0.00507816 -0.0322295 0.00901073 0.031047 -0.000641136 0.0286453 0.0363032
internal_weight=6.58985 0.717102 0.653953 0.562292 0.0916613 0.0566838 5.87275 5.77261 0.509921 5.26269 0.17865 5.08404 3.37549 1.70855 0.37914 0.282165 1.32941 0.259638 3.09332 3.03402 1.25567 0.272979 0.982689 0.782284 0.200405 0.754267 0.278862 2.82207 0.160705 0.334591
internal_count=2900 523 484 357 127 116 2377 2355 94 2261 57 2204 1374 830 73 63 757 59 1311 1302 748 56 692 592 100 567 87 1270 50 45
is_linear=0
shrinkage=0.1


Tree=564
num_leaves=31
num_cat=0
split_feature=0 3 3 3 3 3 4 1 3 3 3 4 4 3 1 4 4 3 3 3 4 1 3 3 0 2 1 4 4 4
split_gain=0.00307179 0.0172372 0.0104608 0.00983433 0.00732748 0.00788223 0.0169656 0.00773287 0.00674075 0.0134709 0.00762672 0.0173947 0.0181902 0.017816 0.023115 0.0120523 0.0108983 0.00834019 0.00652117 0.0104876 0.027359 0.0296234 0.0155348 0.00993741 0.0326662 0.00873607 0.0205449 0.0182906 0.0324276 0.0273006
threshold=71.249517373150013 -0.23472499999999999 -0.15684499999999998 0.070195000000000021 -0.54481999999999997 -0.25765499999999997 39.530201452500002 61.998532946250002 -0.25276999999999999 -0.25095999999999996 -0.15684499999999998 40.305698932850007 40.878805547300004 -0.23958499999999999 62.057679025150001 44.215931556700006 48.315732392000008 -0.12530999999999998 -0.10585499999999999 -1.0000000180025095e-35 41.43512228960001 62.009286778800011 0.048965000000000009 -0.093074999999999991 97.013011637200023 -0.103615 71.343613407700005 39.268993001500007 36.625813070500008 40.660558922250004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -8 -7 -10 11 -11 -13 14 -14 -15 -17 -12 -19 20 21 -20 -21 -23 -25 26 27 28 -24 -29
right_child=4 2 3 -5 5 8 7 -9 9 10 17 12 13 15 -16 16 -18 18 19 22 -22 23 25 24 -26 -27 -28 29 -30 -31
leaf_value=-0.1007127434241987 0.037514863285899265 0.078357341579602113 -0.1003671022477477 0.020035973767799115 0.012094309850939844 0.038520404808315367 -0.088976527560352681 -0.020781538869489569 -0.064796393054713672 -0.043343894247420994 -0.041663151617147107 0.081007018376414899 0.023005570836883156 0.071724314039681464 -0.071037345285724807 -0.03722308991878065 0.043369701114307206 0.02462276899325741 0.06315457922179056 0.044353417420692584 -0.078063091589836264 0.016962139995311404 0.037509617836401374 -0.070570472826901043 0.043429436738265943 -0.0027328870216311862 -0.016258277608012385 0.04566505261187196 -0.03450324695850223 0.0078091962340111429
leaf_weight=0.01936582342942117 0.052037902991655005 0.01558598694327884 0.010540875372166414 0.019032273818112344 0.065341249653131928 0.045923971173946643 0.038267247199982535 0.029404773348367996 0.031854019146434598 0.043770498598190488 0.048637660219986389 0.047269690956454724 0.061262286340934224 0.058332060325483326 0.045583105422338122 0.028629828307316529 0.040535383222220389 0.1049307433883494 0.051986686573699648 0.079387363784930609 0.061913807330019388 0.045047158826946543 0.094678014532289412 0.087804087693793553 0.035217280098125414 3.8498272485799649 0.31905940609246242 0.27297711410938064 0.18416323233775245 0.63055407687306797
leaf_count=65 39 17 51 13 68 19 16 50 22 52 46 12 10 19 41 20 27 53 22 12 72 12 30 37 37 1338 467 40 35 158
internal_value=-7.53228e-05 -0.0217859 0.0120607 -0.0228798 0.000141719 -0.000162047 -0.024251 -0.0593445 0.000349035 6.73606e-05 0.000401068 0.0153032 0.0244186 0.0130041 -0.0171157 0.0382451 0.0100096 -0.000425518 -8.07506e-05 -0.000534511 -0.0193383 -0.00281573 0.000441815 -0.0232216 -0.0379358 -0.000209625 0.00626028 0.0123368 -0.0100519 0.0192463
internal_weight=6.51892 0.064525 0.0451591 0.0295731 6.4544 6.40236 0.133013 0.067672 6.26934 6.22342 6.19157 0.325383 0.281612 0.234343 0.106845 0.127497 0.0691652 5.86618 5.81755 5.71262 0.281969 0.220055 5.43065 0.168069 0.123021 5.35126 1.50143 1.18237 0.278841 0.903531
internal_count=2900 146 81 64 2754 2715 134 66 2581 2562 2540 181 129 117 51 66 47 2359 2313 2260 180 108 2080 86 74 2068 730 263 65 198
is_linear=0
shrinkage=0.1


Tree=565
num_leaves=31
num_cat=0
split_feature=0 1 4 2 2 0 1 4 3 3 0 1 0 0 4 2 4 4 1 0 4 1 4 1 3 2 4 3 1 2
split_gain=0.00317749 0.0060828 0.00528016 0.0106423 0.00662473 0.00428401 0.00863548 0.00899421 0.0121033 0.00625493 0.0137359 0.00586652 0.00367003 0.00521313 0.00364253 0.0116834 0.0416512 0.0344514 0.0286416 0.0404865 0.0274382 0.0272888 0.0290538 0.0195201 0.0176634 0.013457 0.0101757 0.0196508 0.0094413 0.0139903
threshold=112.07913100025002 85.804829691400016 46.177190236600005 -0.088099999999999998 -0.08756499999999999 108.95245419455001 83.715897724050009 41.792045663550006 0.079095000000000013 0.075065000000000021 109.2481845889 82.570614560500005 120.39453199775001 123.12331700015001 43.022303514600004 -0.088099999999999998 43.061965423550006 43.082598263550004 62.079186690200011 90.437043050150024 43.245737185650007 62.197478847950002 44.215931556700006 62.399113207700005 0.083415000000000031 -0.12350999999999999 43.279086095950007 0.082325000000000023 80.468240302450013 -0.031989999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 4 -4 -3 6 11 -8 -9 -7 -11 14 -5 -14 -1 17 -17 -16 24 26 -21 22 25 -23 -18 -19 -20 -28 29 -22
right_child=1 2 3 12 -6 9 7 8 -10 10 -12 -13 13 -15 15 16 18 21 19 20 28 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.001162750679812945 -0.10042652503378652 0.068479932516209346 -0.10039348782572691 0.083844119637293366 -0.10012085360699681 0.054011246099910426 -0.10020246643541314 -0.07141367001527936 0.032819992358709797 0.0788714315462785 -0.10012513785469457 0.032786592615180417 0.0815043141925271 -0.10018278648344735 -0.10173610804478372 0.095268184388214119 0.074481251587762864 -0.027241279444291572 -0.10143876152708452 0.083775541409979948 -0.1007083425143607 0.099380026654009676 0.0016461195409834596 0.014200604344746841 0.0062146324417076786 -0.10087452988221096 -0.10117358696841885 0.011964070794456673 0.04453019250310853 -0.0019443899374758428
leaf_weight=5.1264698490907277 0.0088453468832478746 0.01256799792296872 0.012988835979117042 0.006151036390747322 0.0028610234926632625 0.033787639117825674 0.016628757033846031 0.020272529835807518 0.024728974120193925 0.0077709401889762822 0.00956286187995814 0.054956354473040814 0.0027201838774999487 0.0037651990096638777 0.033742806819645921 0.059789843254008934 0.074827869157097382 0.049618884658571005 0.041220134468176184 0.045089155937603209 0.019593716840006437 0.029511153916246258 0.20862605887198526 0.30449278373978839 0.07680414465062313 0.049661012678370753 0.027242087292620454 0.035174119060006781 0.023431469075148925 0.053518262551939699
leaf_count=1582 23 125 42 7 81 31 101 42 34 8 72 39 8 41 9 6 43 28 11 13 20 4 92 272 27 26 15 31 10 57
internal_value=-7.09169e-05 -0.025208 -0.00900175 -0.0368296 0.0372161 0.000124263 -0.000106935 -0.0373578 -0.0141358 0.0289572 -0.0198789 0.00025668 0.028507 -0.0239772 -2.89532e-05 0.0051041 0.0174592 -0.00324701 0.00573789 -0.015384 0.0193703 0.00193019 -0.0195442 0.0217267 0.0399031 -0.0640735 -0.0628802 -0.0374158 -0.0107092 -0.0284127
internal_weight=6.47642 0.0498996 0.0410543 0.0256253 0.015429 6.42652 6.3754 0.0616303 0.0450015 0.0511214 0.0173338 6.31377 0.0126364 0.00648538 6.25881 1.13234 0.456691 0.675653 0.396901 0.245269 0.141633 0.64191 0.307906 0.334004 0.151632 0.0992799 0.103636 0.0624162 0.0965434 0.073112
internal_count=2900 327 304 98 206 2573 2462 177 76 111 80 2285 56 49 2246 664 233 431 227 157 100 422 146 276 70 54 57 46 87 77
is_linear=0
shrinkage=0.1


Tree=566
num_leaves=31
num_cat=0
split_feature=3 3 1 0 2 3 4 2 4 4 1 3 1 2 0 0 4 3 4 3 4 4 0 3 3 3 3 3 0 0
split_gain=0.00339328 0.0186465 0.0346085 0.0429416 0.0226078 0.0135566 0.0337867 0.0131711 0.0183788 0.0201637 0.0207269 0.0128467 0.0249154 0.0196454 0.0325848 0.0555632 0.0377718 0.0297548 0.0245366 0.0193626 0.0155423 0.0313963 0.0290471 0.0305947 0.0183064 0.0243544 0.012228 0.0143692 0.0114562 0.0305534
threshold=0.086520000000000027 0.087605000000000016 62.837331883000012 89.738043936200015 -0.090694999999999998 0.08594000000000003 42.622319549950006 -0.23955999999999997 40.036761086100007 38.828362408050005 57.129735272050006 0.090225000000000014 61.998532946250002 -0.068524999999999989 86.420486603250012 97.550703263350016 40.496232821400007 0.088670000000000013 40.660558922250004 0.090720000000000023 43.57842012870001 42.178283198950005 89.057864029250013 0.10236000000000002 0.10575500000000003 0.11467000000000002 -0.084259999999999988 -0.085699999999999998 97.483491810050012 97.738895332450014
decision_type=2 2 2 2 2 2 2 2 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 7 -7 8 9 10 -1 12 -3 14 -14 16 -16 -17 -15 -13 21 28 23 -23 -25 -26 27 -10 -21 -30
right_child=1 11 3 4 -6 6 -8 -9 26 -11 -12 19 13 18 15 17 -18 -19 -20 20 -22 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.072103669484920571 0.049178941784691239 -0.065287632998738049 -0.10141536747489455 0.065312377157559318 -0.026443901995954113 0.013693854061825113 -0.10145393545150999 0.0006048855117026748 -0.052779324298685093 0.033546725050276331 -0.10119184963760459 0.035030462256359828 0.044188951992241488 -0.039230759070579796 0.006561185492462783 0.083643926069659535 -0.080300475469376201 -0.023992456206559015 0.062054836957145747 0.0065933543570116009 0.036918689468101257 -0.083247449945243843 0.006746053077546864 0.046217825605866208 -0.10114644632490613 0.013293066927249401 -0.1010682107677735 0.10003819569953654 -0.10110781889124132 -0.0027635715037127809
leaf_weight=0.0091645803768223844 0.21389378017920579 0.080732619040305043 0.040543034760048613 0.053632125120639973 0.053778708553851362 0.056357609809403075 0.046512916743715493 2.4195870206277443 0.031678603817193896 0.066715242899590521 0.027952456608359377 0.17141223626289237 0.074787024772828836 0.034342590994265509 0.070813681827075925 0.054424556254787149 0.1708380547215711 0.048631373204292672 0.078791453925681765 1.7816336104186989 0.11105951994710839 0.12515658800819718 0.1517868206773616 0.037041399191366509 0.034660911177070375 0.040122941073946095 0.041183050619394201 0.0076362083609069478 0.03588649190987786 0.26391453357478417
leaf_count=2 25 29 9 25 44 23 23 1260 112 28 70 35 22 27 20 23 45 24 37 411 73 44 77 7 19 31 60 4 14 277
internal_value=-6.98179e-05 0.00188696 0.0234577 -0.013727 0.0193716 -0.00276477 -0.0383702 -0.00135813 -0.0271255 0.000677217 -0.0584034 -0.00043188 -0.0135193 -0.00567261 -0.0156462 -0.0286279 -0.0548465 0.0328511 0.0313089 0.00248431 0.000323043 -0.00132229 -0.0274083 -0.0492842 -0.011272 -0.0397475 -0.0629875 -0.0230972 0.00355005 -0.0145355
internal_weight=6.43467 3.72788 0.361848 0.147954 0.107411 2.70679 0.102871 2.60392 0.18433 0.103832 0.037117 3.36604 0.613361 0.532629 0.419495 0.344708 0.241652 0.103056 0.113134 2.75268 2.58126 2.4702 0.388769 0.236982 0.111825 0.0747839 0.0804979 0.0393148 2.08143 0.299801
internal_count=2900 1318 103 78 69 1582 46 1536 276 100 72 1215 227 198 134 112 65 47 64 988 953 880 178 101 57 50 176 116 702 291
is_linear=0
shrinkage=0.1


Tree=567
num_leaves=31
num_cat=0
split_feature=0 1 4 3 1 0 4 0 2 4 2 2 1 1 2 1 0 0 0 4 1 2 1 2 2 0 4 2 4 4
split_gain=0.00328895 0.0260553 0.0151662 0.015699 0.0113944 0.0152032 0.0233768 0.0195781 0.0241441 0.0136471 0.0121123 0.0482749 0.029713 0.0288181 0.0655321 0.0240487 0.0216814 0.0188534 0.0568515 0.0180799 0.0410971 0.114369 0.0346088 0.0295683 0.0419958 0.0716392 0.0264885 0.0258034 0.0321759 0.024304
threshold=85.613949164150014 61.917879202350001 43.968221017800005 -0.15684499999999998 61.86411003975001 85.807518149550006 42.448133449100006 85.968825637350008 -0.08725999999999999 40.337496327150006 -0.068524999999999989 -0.075840000000000005 65.461267018300006 62.079186690200011 -0.048664999999999993 62.095317438950012 86.345209775600011 86.036037090600004 86.103248543850015 42.280042771400005 62.837331883000012 -0.12350999999999999 64.654729579150015 -0.08756499999999999 -0.08459499999999999 86.866770652900016 43.022303514600004 -0.096499999999999989 43.19689381845 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=1 -1 3 -3 -2 6 -6 8 -7 -10 11 17 -13 14 -12 -15 -16 -9 -19 20 21 -20 -22 27 -25 -26 -27 29 -29 -21
right_child=4 2 -4 -5 5 7 -8 10 9 -11 13 12 -14 15 16 -17 -18 18 19 23 22 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=0.0018103479524694565 -0.033041425240246357 0.017819743668440826 0.00083811072261200277 -0.10065188188543812 0.033715003617676952 0.010591884865020556 -0.012385100850842844 -0.052803283675834978 -0.026545177634327222 -0.10108474567516797 0.099344811938961927 -0.077349308261869115 -0.010836271509578407 -0.055363802487926966 -0.027842891204457959 0.0041923098858559736 0.031332998817424337 0.087682928745353994 0.021399356779077727 0.053570739101831161 0.052433980879137781 -0.078596173835944902 -0.0027843843480569968 0.077700977893881973 0.06737499066423594 -0.078032347931192181 0.00081381489646619647 -0.079469595184898892 0.0064347147983026742 -0.0020920239157816481
leaf_weight=0.58201935579853725 0.098304199397716618 0.013827635479984224 0.03679837230265548 0.058531421119529581 0.3248326493605872 0.071388001422747038 0.16631626784524656 0.063866821972624055 0.046663741151860338 0.051859056565888295 0.10501698253210634 0.13114249892532831 0.13767024492108454 0.071799505814851616 0.11061964826876725 1.217575847107325 0.14062500731961336 0.075649620266631579 0.21341424762795214 0.095833898981949162 0.1260217566450591 0.24647907304461125 1.1429017231518941 0.13024133717226505 0.12598885828629114 0.071968833646110397 0.10444313453467657 0.086872129824882904 0.087536293791345088 0.43223795665405707
leaf_count=366 22 20 13 124 45 17 49 15 9 31 14 14 49 9 31 748 28 5 28 28 18 35 635 17 12 21 35 30 37 395
internal_value=-8.49197e-05 -0.00659801 -0.0514308 -0.0780122 0.000708014 0.0013027 0.0181043 -0.000319232 -0.0336925 -0.0657803 0.000833796 -0.00268558 -0.0432852 0.00783191 0.033007 0.000875898 0.00527865 0.000948128 0.00211595 -0.000144257 -0.00658244 -0.0321931 0.00269957 0.00966125 0.030227 0.00978039 -0.0313522 -0.00300476 -0.0363539 0.00800959
internal_weight=6.36845 0.691177 0.109157 0.0723591 5.67727 5.57897 0.491149 5.08782 0.169911 0.0985228 4.91791 3.27227 0.268813 1.64564 0.356262 1.28938 0.251245 3.00346 2.93959 2.86394 1.72882 0.459893 1.26892 1.13512 0.432642 0.302401 0.176412 0.70248 0.174408 0.528072
internal_count=2900 523 157 144 2377 2355 94 2261 57 40 2204 1374 63 830 73 757 59 1311 1296 1291 716 63 653 575 85 68 56 490 67 423
is_linear=0
shrinkage=0.1


Tree=568
num_leaves=31
num_cat=0
split_feature=0 0 1 3 2 2 1 2 2 0 1 2 3 3 3 0 3 1 3 3 3 4 3 0 4 2 0 4 2 2
split_gain=0.00304913 0.017061 0.0128021 0.0275061 0.0317987 0.0626062 0.0267751 0.0238482 0.0114236 0.0197287 0.03261 0.0100408 0.00994483 0.0300511 0.00882194 0.0471633 0.0313155 0.0461286 0.0238077 0.0525232 0.0282411 0.0171719 0.0195268 0.0157812 0.0216842 0.0397243 0.034357 0.0231632 0.017833 0.0164803
threshold=87.181320254150009 86.866770652900016 64.654729579150015 0.082055000000000017 -0.083794999999999994 -0.068524999999999989 64.84561010645001 -0.019444999999999997 -0.29600999999999994 86.135510041400025 60.474177186300004 -0.245055 0.12064000000000002 0.25847000000000003 0.091975000000000015 86.530713386650021 0.088165000000000021 61.923256118600001 0.085765000000000022 0.083795000000000022 0.082775000000000029 42.131954243650007 0.096845000000000028 86.036037090600004 41.43512228960001 -0.08756499999999999 85.199926612050021 39.468990633150007 -0.01762 -0.11911999999999999
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -7 9 10 -1 -10 14 -14 16 21 18 -18 19 20 23 22 -16 24 26 29 27 -13 -27 -26
right_child=2 -3 6 4 5 7 -8 -9 11 -11 -12 12 13 -15 15 -17 17 -19 -20 -21 -22 -23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=-0.092378448171872352 0.05442611076582432 -0.036340073689166849 -0.10177622765168755 0.027654681368104561 -0.072630384929362524 0.051187298910608893 -0.0003603724935249739 -0.017063335686095363 0.041126177559571292 -0.10119491338925904 0.071157361919163428 -0.074620604648888131 -0.099427438825752446 0.015049446129155429 0.03840004872240127 0.072439175581247794 0.032590273149064604 -0.075149438622632514 0.024600674564201595 -0.068723145628227775 0.045283123816093472 -0.032662254050206167 -0.0029758960596453841 -0.025406209418372273 -0.0021911106478064487 -0.10099190787126999 0.071395395423370575 0.04649093202682171 0.019064794364553279 0.066852177584085723
leaf_weight=0.021369436349602089 0.13400273877596225 0.14197299061197544 0.026282889477443283 0.30895937699824572 0.1253866374026984 0.10248509893426672 2.7343763748085106 0.10230220161611214 0.059225373686360494 0.03051003732252866 0.028396502869826978 0.036498340613060565 0.039134749624736176 0.05538276532195141 0.15102885302472646 0.10266668687108904 0.057282285879637018 0.12975736650619041 0.33518736663079096 0.11842757938575232 0.12978294829372317 0.13139734230390943 0.46597308169805274 0.2557761497591855 0.21700141663634265 0.056882317283509565 0.10036205570213497 0.027834830033498292 0.015811404882570712 0.041123484204803162
leaf_count=18 39 24 4 35 14 18 1852 23 27 8 26 75 33 18 33 14 24 57 59 28 18 66 82 42 111 27 16 14 75 20
internal_value=-8.36504e-05 -0.00258152 0.00185933 0.0132329 0.00459624 -0.0169806 -0.0013259 0.0170925 -0.000742947 -0.0378808 0.000935275 0.000437038 -0.000539665 -0.0323494 0.000727441 0.00888084 -0.00383256 -0.0421533 0.00153761 -0.0061967 0.00220766 0.000161805 0.00715205 -0.00523349 0.00517934 -0.00958076 0.0348275 -0.0222197 -0.0748787 0.00880861
internal_weight=6.28258 2.74879 3.5338 0.773136 0.639133 0.330174 2.76066 0.204787 2.60681 0.080276 0.0497659 2.52654 2.46731 0.0945175 2.37279 0.851066 1.52173 0.18704 1.33469 0.999501 0.881073 0.748399 0.617002 0.75129 0.495514 0.330819 0.164695 0.0643332 0.0726937 0.258125
internal_count=2900 915 1985 129 90 55 1856 41 891 52 44 839 812 51 761 195 566 81 485 426 398 181 115 380 338 233 105 89 102 131
is_linear=0
shrinkage=0.1


Tree=569
num_leaves=31
num_cat=0
split_feature=3 3 2 4 2 2 3 3 2 2 4 4 2 3 2 1 1 1 3 1 1 1 3 0 4 4 1 4 3 3
split_gain=0.00289374 0.0288611 0.0159209 0.0170848 0.0206398 0.0119733 0.043149 0.0353413 0.0229732 0.0451762 0.0579485 0.0244545 0.0294085 0.0185774 0.0122233 0.017662 0.0365843 0.0544286 0.0261018 0.0528975 0.0409826 0.0177554 0.0407504 0.0219145 0.0164268 0.0194102 0.0288248 0.0219924 0.0154654 0.03666
threshold=0.087265000000000023 0.087605000000000016 -0.24103499999999997 40.036761086100007 -0.58350999999999986 -0.10282499999999999 0.083185000000000023 0.083795000000000022 -0.086339999999999986 -0.082509999999999986 41.755948821900006 41.322103772800006 -0.042409999999999996 0.085765000000000022 -0.09715 62.020040611300011 62.095317438950012 62.116825104000007 0.082620000000000013 62.55235532115001 64.434276012450013 61.971648364950006 0.080125000000000016 86.20003303655001 35.818873074050011 37.511241581900002 67.980352286500008 39.995120105550008 -0.22831499999999999 -0.21013499999999999
decision_type=2 2 2 2 2 2 2 2 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 -4 14 13 -10 11 12 -11 -9 -7 21 -17 -18 19 -19 -21 22 23 -16 -22 -26 -27 -28 -29 -30
right_child=1 -3 5 -5 -6 7 -8 8 9 10 -12 -13 -14 -15 15 16 17 18 -20 20 24 -23 -24 -25 25 26 27 28 29 -31
leaf_value=0.068124227532966375 0.04075007629559077 -0.00030809561293073458 -0.0049485536564342833 -0.077502859053741921 -0.034052707473279445 -0.050838434965814916 0.044632854251857833 -0.026854810270246401 0.037710493325883283 -0.10179447607084374 -0.10156442851284529 0.060631954486761654 0.00931676655574693 -0.10156361474891812 -0.073534134163625017 -0.051497242825414548 0.09094297398703538 -0.090196644903395878 0.042269341699864828 0.092944201127304754 0.044367278232560189 0.055754544347006711 0.048137550491208277 0.036811641613249145 -0.064085593028963703 -0.088896748717174512 0.036229150101859765 -0.1004162503690632 0.08774706066218238 -0.029955595823355927
leaf_weight=0.026030656487713411 0.18073596847882845 3.2461747447784668 0.62299359082427508 0.056035768044536027 0.082194731431022294 0.040073575005410755 0.24437211828709415 0.067729282433901972 0.11202773385522846 0.035397845567629149 0.09221287829608027 0.045086777050329374 0.07283482553251186 0.065447405861342567 0.064701645455610524 0.12752337741585507 0.069193045375868678 0.072788659743764583 0.11209874482729987 0.044185235816257773 0.053726752771084851 0.12067354328881663 0.10923273522348609 0.024933474371209741 0.066157800313021653 0.03683698328131868 0.12995345487883014 0.019955600990207933 0.032742042145400496 0.13795955502425128
leaf_count=36 35 1215 484 167 69 22 56 26 21 10 74 11 50 23 88 28 4 17 39 22 56 23 21 5 31 24 58 41 10 134
internal_value=-8.84103e-05 0.00185732 -0.00248252 -0.0326831 -0.00947684 -0.000589701 0.00902054 -0.00534346 -0.0281167 -0.014912 -0.0389218 -0.0012459 -0.0270225 -0.0635692 0.00350688 0.00528808 -0.00186112 0.00630002 -0.00199084 -0.0103392 0.000806522 0.0254939 0.00713167 -0.0428397 -0.00772239 -0.014329 -0.00511989 0.00450576 -0.0171172 -0.00737921
internal_weight=6.21201 3.42691 2.7851 0.164261 0.108225 2.62084 0.867366 1.75347 0.490737 0.35756 0.245532 0.153319 0.108233 0.133177 1.26274 1.22266 0.903121 0.775598 0.706405 0.594306 0.521517 0.319541 0.198868 0.0896351 0.477332 0.423605 0.357448 0.320611 0.190657 0.170702
internal_count=2900 1250 1650 272 105 1378 540 838 215 166 145 71 60 49 623 601 464 436 432 393 376 137 114 93 354 298 267 243 185 144
is_linear=0
shrinkage=0.1


Tree=570
num_leaves=31
num_cat=0
split_feature=3 3 3 0 3 4 4 4 4 3 0 0 3 2 4 2 2 4 1 2 1 4 3 4 4 4 2 4 1 1
split_gain=0.00282625 0.0180057 0.014817 0.0195654 0.0140561 0.0127528 0.0173134 0.0260662 0.0145734 0.0297147 0.0260146 0.0210069 0.0191344 0.0138651 0.025104 0.0116398 0.0106257 0.0104704 0.0237888 0.0185468 0.0175193 0.0401288 0.0293816 0.0175431 0.0362833 0.0244244 0.0232017 0.0364644 0.0337509 0.0417808
threshold=0.090225000000000014 0.090865000000000015 0.089475000000000013 89.528344202050008 0.091385000000000022 39.749124837650008 35.818873074050011 37.020641110850008 38.115457128050004 0.084065000000000015 90.837623311600012 90.437043050150024 -0.087385000000000004 -0.11420499999999999 35.337501601400007 -0.082509999999999986 -0.033594999999999993 39.344049039350004 61.82916008405001 -0.58892999999999995 61.982402197500001 39.945535567850008 0.10273500000000002 42.049402686800001 41.840895355800008 44.269496632500008 -0.053019999999999991 41.24714903835001 62.046925192600007 62.106071271500007
decision_type=2 2 2 2 2 2 2 2 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 15 5 -4 -3 6 13 16 10 -10 -9 -11 -12 14 -1 -2 -8 19 -19 -6 22 -22 -20 24 26 -25 28 -28 -23 -30
right_child=1 4 3 -5 17 -7 7 8 9 11 12 -13 -14 -15 -16 -17 -18 18 20 -21 21 23 -24 25 -26 -27 27 -29 29 -31
leaf_value=-0.077024382342864572 0.0020639286775715943 -0.036436141351487018 -0.10091532886397428 -0.005577212690125271 -0.064372708301332265 0.0023769486016745438 -0.089112312072074248 0.060297354731084531 -0.00056606960743836316 -0.10152506105338471 0.029085469591948701 -0.016869395103105974 -0.080027296344309676 0.047075861147010657 0.066644757974314989 0.050997886808094507 -0.026771316259533162 -0.053903305458787444 0.044377753570582039 0.015063290164901348 -0.062413221505166643 0.077965537175456234 -0.015508782835998153 -0.024803615219350927 0.081243430124430693 0.044165879476703807 0.0051008011122642902 -0.080583552704304187 -0.0776101003083806 0.019711487859269194
leaf_weight=0.030611628941063063 0.08193216974974149 0.10149858807839285 0.03465173218484105 0.05682598725314561 0.030707690161989376 2.6231605807142557 0.065267408681060179 0.070626730555886752 0.25067663365733139 0.061988495144760236 0.030942420511337332 0.055607051949138508 0.03344152554806179 0.078700701213305524 0.02018005980502835 0.11951999383901357 0.047050561128866519 0.086361651210287271 0.20209189662273264 0.68617435876753874 0.11272795719871487 0.074737219183589332 0.1377788081192648 0.37783805481822696 0.065090601098745537 0.059421433905832544 0.15314637422216015 0.073505096654116642 0.053151745814830065 0.25937537807948985
leaf_count=107 21 36 20 35 24 1338 52 28 100 11 24 35 42 90 10 25 20 36 30 308 44 11 36 178 22 44 46 22 9 96
internal_value=-9.35846e-05 0.00234737 -0.00198093 -0.0416913 6.05985e-06 -0.000902444 -0.0124478 -0.0194391 -0.00971819 -0.0200215 0.0183863 -0.0614942 -0.0275886 0.0207885 -0.0199432 0.0310961 -0.0629974 0.00156536 -0.00280693 0.0116606 5.78684e-06 -0.00555131 0.0201006 0.000190986 0.0102511 -0.015431 0.00272408 -0.0226874 0.0175965 0.00315993
internal_weight=6.13479 2.67506 3.45973 0.0914777 2.47361 3.36825 0.745093 0.615601 0.503283 0.368272 0.135011 0.117596 0.0643839 0.129492 0.0507917 0.201452 0.112318 2.37211 1.65523 0.716882 1.56886 1.22899 0.339871 1.11627 0.679006 0.437259 0.613916 0.226651 0.387264 0.312527
internal_count=2900 988 1912 55 942 1857 519 312 240 146 94 46 66 207 117 46 72 906 574 332 538 472 66 428 206 222 184 68 116 105
is_linear=0
shrinkage=0.1


Tree=571
num_leaves=31
num_cat=0
split_feature=0 0 0 4 4 1 0 3 3 3 1 1 0 1 3 4 0 2 0 4 3 2 0 2 3 0 2 2 3 1
split_gain=0.00302424 0.0205927 0.0129633 0.0304339 0.0144793 0.011918 0.0100374 0.00893369 0.0156759 0.0280618 0.0151357 0.0187335 0.015656 0.022888 0.0126632 0.0113893 0.0196617 0.00924053 0.00912868 0.00786461 0.00968834 0.00765183 0.00714957 0.0246561 0.015439 0.0113868 0.0103805 0.0290285 0.028399 0.0262012
threshold=85.716110573100011 85.807518149550006 86.001087134900004 40.532725462000009 42.674081447500008 61.885617704800005 85.694602908050015 0.11467000000000002 0.10045500000000003 0.095645000000000022 62.00390986255001 64.071334164850015 84.95796538030001 58.549241164900003 0.087405000000000024 39.468990633150007 76.591483678350016 -0.044409999999999998 71.340924949550015 48.680511450650009 -0.15959999999999999 -0.23771499999999998 86.232294534150014 -0.082885 0.086655000000000024 86.280686780500005 -0.068524999999999989 -0.077279999999999988 0.094415000000000013 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=6 -2 3 -3 -5 -4 7 8 9 10 12 -12 13 15 -14 -1 18 -15 19 20 -17 -13 23 -7 -25 -24 27 -27 -29 -28
right_child=1 2 5 4 -6 22 -8 -9 -10 -11 11 21 14 17 -16 16 -18 -19 -20 -21 -22 -23 25 24 -26 26 29 28 -30 -31
leaf_value=-0.054853709238141195 0.027276282678844993 0.0050739790880232477 -0.04444060232420028 -0.10092276546253552 -0.021358815139248255 0.050640711697861607 -0.047562719803556253 -0.053607015159241413 0.027882559148148953 -0.071446763985026279 -0.10051913627311709 -0.050140696273983001 0.0068884004514405909 -0.10067293868023906 0.056017569645746002 -0.10115527621247206 0.069143837290046972 -0.0038542411376548341 -0.053954056681978883 0.021175872592206962 0.014880786692656632 0.044618756132990219 -0.052119205676532214 -0.038809568556185794 0.016690904451834354 0.00062689570324939679 0.043211076859671099 -0.056847419086778629 0.0027553892191292902 0.002281933288074908
leaf_weight=0.029931919872978829 0.27839234835118976 0.14751259520198789 0.058311547790253715 0.054806463378724857 0.039255176485312404 0.12329167559073539 0.053379873213998508 0.033213353281951186 0.15455669039988607 0.062158719925136552 0.032060156327774814 0.014583590186444173 0.14443881607815001 0.03467233282340576 0.082391322145213053 0.013372452728176221 0.045298561744758103 0.013773822838079042 0.031410582734443082 0.090330439979879884 0.015577692404010968 0.020500654942381402 0.041575786453904473 0.084269423154182621 0.12368974661148968 2.518331952479163 0.17922328113491115 0.18502395926768239 0.14075505440790598 1.2285950936839403
leaf_count=42 41 26 17 34 15 21 12 30 39 24 63 17 38 58 21 57 19 19 35 24 47 35 11 15 31 1250 36 44 31 748
internal_value=-9.67884e-05 0.00081646 -0.000679326 -0.023269 -0.067718 0.000485953 -0.00554813 -0.00280731 -0.000658128 -0.0076544 -0.000677523 -0.0452633 0.00529554 -0.0107746 0.0247335 0.00260024 0.0113747 -0.0731462 -0.00599098 0.0066393 -0.0387178 0.00522977 0.00105241 0.0152078 -0.00579905 -3.97023e-05 0.000469536 -0.00300676 -0.0310956 0.00749245
internal_weight=6.07469 5.20303 4.92464 0.241574 0.0940616 4.68307 0.871651 0.818271 0.785058 0.630501 0.568342 0.0671444 0.501198 0.274368 0.22683 0.225922 0.19599 0.0484462 0.150691 0.119281 0.0289501 0.0350842 4.62476 0.331251 0.207959 4.29351 4.25193 2.84411 0.325779 1.40782
internal_count=2900 2320 2279 75 49 2204 580 568 538 499 475 115 360 301 59 224 182 77 163 128 104 52 2187 67 46 2120 2109 1325 75 784
is_linear=0
shrinkage=0.1


Tree=572
num_leaves=31
num_cat=0
split_feature=0 3 3 3 3 3 4 1 3 4 1 4 2 2 4 3 3 3 4 1 1 2 2 3 2 1 1 3 0 2
split_gain=0.00284243 0.0154787 0.00965093 0.00889812 0.00601648 0.00700057 0.0139595 0.00675524 0.0054318 0.00966475 0.0216124 0.0162846 0.0154216 0.0285689 0.0234662 0.00727967 0.00780739 0.00694425 0.0149199 0.0218355 0.0142797 0.0186081 0.0140538 0.0110768 0.00737595 0.0207217 0.0219088 0.0208884 0.0172317 0.0176741
threshold=71.249517373150013 -0.23472499999999999 -0.15684499999999998 0.070195000000000021 -0.54481999999999997 -0.25765499999999997 39.530201452500002 61.998532946250002 -0.15684499999999998 40.305698932850007 75.403185184700007 41.289992964000007 -0.16187499999999996 -0.079824999999999993 47.137898133050008 -0.12530999999999998 -0.11050499999999999 -1.0000000180025095e-35 41.43512228960001 62.009286778800011 68.961639504150014 -0.053019999999999991 -0.10098 0.048965000000000009 -0.10965999999999999 72.953999827850012 75.28220456885002 0.10818500000000002 97.550703263350016 -0.14228499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -8 9 10 -7 -11 14 -14 -13 -10 -17 18 19 -18 -21 -22 -20 -19 25 -25 -27 28 -28 -30
right_child=4 2 3 -5 5 8 7 -9 15 11 -12 12 13 -15 -16 16 17 23 22 20 21 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=-0.10065997098417512 0.035675244386478441 0.078301815530670837 -0.10033949474056399 0.017840618886275146 0.0099908627542498653 -0.081131270357821764 -0.087922857846679123 -0.021527260455121655 -0.040686493187344352 0.052969900299636531 0.039640753609813131 0.083082192819554437 -0.10069511304969143 0.015760454095165428 -0.0067086455303596408 0.041089025687248829 0.059582436246255449 0.04015029044265242 -0.00015731498468541573 -0.055802804022748079 -0.057915145041152111 0.022882947477344449 -0.10085509134171151 0.012571803773274963 -0.0024394601028441256 -0.10054716317095974 -0.10077510079620595 0.063660989628232523 0.0015761626917108558 -0.10044351200821917
leaf_weight=0.017577461357243696 0.047209245284276835 0.014166388898587456 0.0097170848999018622 0.018501734911026801 0.061395445559012773 0.031821086937496079 0.033294514421820409 0.028390042651366798 0.044630680394842304 0.097459248738232418 0.027729322392843869 0.046106723466664334 0.033702395772678528 0.056181814874548763 0.078934948549317596 0.045557874865477355 0.043913666828132691 0.069177397250326567 0.023012092101080128 0.067557672278871772 0.039682888556052731 0.10117859370608429 0.034847848653305924 1.043709626812404 3.6611306847642999 0.029330745352782905 0.023976094232324385 0.03391762493303041 0.14805455822943803 0.019181229392895904
leaf_count=65 39 17 51 13 68 29 16 50 46 25 40 31 25 42 30 34 25 12 42 21 34 41 36 271 1363 33 39 33 297 32
internal_value=-0.000100047 -0.0217638 0.010955 -0.0228544 0.000117504 -0.000165867 -0.023766 -0.0573646 0.000334875 0.0120258 -0.0248944 0.0190639 0.00368911 -0.027905 0.0264 -0.000466079 -0.000132686 -0.000484454 -0.0150055 -0.00450358 -0.0180064 0.000120858 -0.0608055 0.00041131 -0.00014301 0.0063335 -0.0192539 -0.00866273 -0.0214917 -0.0101251
internal_weight=6.03105 0.0599627 0.0423852 0.0282188 5.97108 5.92387 0.12308 0.0616846 5.80079 0.371936 0.0595504 0.312385 0.214926 0.0898842 0.125042 5.42886 5.38423 5.33867 0.310193 0.252333 0.208419 0.140861 0.0578599 5.02848 4.9593 1.29817 0.25446 0.22513 0.191212 0.167236
internal_count=2900 146 81 64 2754 2715 134 66 2581 222 69 153 128 67 61 2359 2313 2279 199 121 96 75 78 2080 2068 705 434 401 368 329
is_linear=0
shrinkage=0.1


Tree=573
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 3 3 1 1 3 1 3 1 1 2 2 0 2 4 0 0 0 4 2 2 4 3 0 3 0
split_gain=0.00283095 0.0145029 0.0131627 0.0313537 0.00960452 0.046711 0.03443 0.0317794 0.0399818 0.0178344 0.0444122 0.0257878 0.0393522 0.0522183 0.0233922 0.0208852 0.0191369 0.0169612 0.0234309 0.0239864 0.0604848 0.0273014 0.0231532 0.0214594 0.058831 0.0288488 0.0177431 0.0253242 0.0194889 0.0157903
threshold=87.181320254150009 86.866770652900016 61.960894532450006 62.116825104000007 0.087265000000000023 0.087605000000000016 0.086655000000000024 62.837331883000012 63.431481129800005 0.089335000000000012 75.28220456885002 0.090865000000000015 70.96454081135002 77.898074329750017 -0.10710499999999999 -0.083330000000000001 89.458444290650007 -0.59511499999999995 39.211875820650008 90.337570099350003 90.837623311600012 93.776108048200015 38.703421923500009 -0.095019999999999993 -0.071129999999999985 36.514114975300011 0.10176000000000003 95.238629271150003 0.095645000000000022 97.835679825150024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 6 -6 7 -5 -9 10 14 12 -11 -14 -7 -12 -13 29 22 -20 -21 -22 23 25 -25 -19 28 -28 -23 -18
right_child=2 -3 3 4 5 9 -8 8 -10 11 15 16 13 -15 -16 -17 17 18 19 20 21 26 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00082538173224283053 -0.047644913578073107 -0.034220606868816845 0.049504980235232539 -0.055037335532220746 0.076062964789248316 -0.10130815437126624 -0.081117099093170247 0.098706507155217837 -0.0012709657315943112 0.071100664364323982 0.086766666027351835 0.028387347983689235 -0.10101182241320893 0.053309396969901217 -0.024368905325273253 -0.017209451921821203 0.064113774111542496 0.071422095064036697 -0.092064343994564368 0.10021375906425933 -0.08286217554113523 -0.018141442041519098 0.049747404799640793 -0.0982059155452156 0.0099345638286355772 -0.022225115137401944 0.091060492799086235 -0.011338034714637991 -0.091486714238937727 -0.010652304465069427
leaf_weight=2.4340204994772803 0.053043484847876576 0.13738238206497033 0.1365044494159523 0.10562790610129025 0.088711729976825526 0.060218611499749386 0.058096690382770322 0.041425296029046765 1.1624182786377104 0.13521815003605281 0.042845619525280654 0.20542283793929517 0.039123767406863408 0.04988339688901805 0.11494326255797194 0.035180950432160074 0.064703903465669566 0.070593018715997768 0.047101244462169234 0.040088332898449153 0.075375950900934185 0.14771575650584934 0.099429459854601498 0.071754611587621669 0.16830789301608426 0.061601254601458599 0.030438107374493484 0.11694130947735681 0.048000260889514479 0.050134635918880122
leaf_count=891 11 24 19 16 25 17 43 11 1044 23 21 38 13 39 47 27 18 46 10 9 26 99 29 40 89 39 9 87 56 34
internal_value=-0.000102595 -0.00260959 0.00178188 0.00256036 0.000577208 0.00524737 -0.00578732 -0.0024452 0.00216935 0.00170816 -0.0228666 0.00579667 0.0371117 -0.0145237 -0.0508197 0.0398855 0.000385461 -0.00488125 -0.00915293 -0.0241073 -0.017127 -0.0283679 0.00687852 -0.00457172 -0.0223886 0.0277834 -0.0163958 0.00981022 -0.0361297 0.0314734
internal_weight=5.99225 2.5714 3.42085 3.36781 3.2313 1.86373 1.36757 1.30947 1.20384 1.77502 0.253188 1.52183 0.224225 0.0890072 0.175162 0.0780266 1.29761 1.09219 0.977347 0.505661 0.45856 0.418471 0.471686 0.372257 0.240063 0.132194 0.343095 0.147379 0.195716 0.114839
internal_count=2900 915 1985 1974 1955 841 1114 1071 1055 816 112 704 75 52 64 48 629 591 539 296 286 277 243 214 129 85 251 96 155 52
is_linear=0
shrinkage=0.1


Tree=574
num_leaves=31
num_cat=0
split_feature=4 3 1 4 0 2 0 3 1 0 4 0 3 0 3 1 1 3 3 4 2 4 3 3 4 2 4 3 1 0
split_gain=0.00362836 0.00848583 0.00735912 0.00347805 0.00789194 0.0161661 0.0121834 0.0113201 0.00619451 0.028286 0.0153064 0.0151588 0.00938604 0.00916497 0.00895073 0.00920559 0.0154204 0.0139608 0.00804857 0.0079644 0.00805015 0.0124051 0.0079084 0.0213979 0.0118089 0.0116494 0.00745141 0.00737119 0.00703693 0.0331841
threshold=32.785955158400007 0.088500000000000023 72.187789260650007 35.461062230100005 89.219171517050015 -0.085734999999999992 89.872466842800023 0.10575500000000003 61.614083433650009 82.401241698250018 39.468990633150007 76.591483678350016 0.093295000000000031 71.340924949550015 -0.2485 62.014663695050011 65.036490633650018 -0.27223499999999995 -0.15684499999999998 48.680511450650009 -0.23361999999999997 44.921040431000009 -0.22831499999999999 -0.24637000000000001 44.215931556700006 -0.046474999999999995 41.792045663550006 -0.24266999999999997 69.873026810350026 93.776108048200015
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -7 9 10 -5 13 -11 19 15 -10 -17 -18 22 20 -12 -22 23 -16 -24 -25 -19 -15 -20 -30
right_child=3 -3 -4 8 5 7 -8 -9 14 12 11 -13 -14 27 18 16 17 26 28 -21 21 -23 24 25 -26 -27 -28 -29 29 -31
leaf_value=0.062858943875138337 -0.022300510497478384 -0.070716445321958851 -0.10012185595996879 -0.052185377927391585 0.094335678354961761 0.024337329334410202 0.013353328818977545 -0.047123646579322047 0.020265914576687617 -0.10081548057060814 -0.10104990135210211 0.049600159507441212 -0.031194091295402283 -0.0033960259829856477 0.055670092821293565 -0.082409729799797646 -0.07627431796803269 -0.017412007167847875 0.0029020421660887899 0.022242280122378704 -0.10050441345745748 0.081969407641270919 0.059901613795642017 -0.10042345729347327 -0.0041098284224547442 0.00099593230803982319 0.048620436813640366 -0.10042343321461811 -0.088602923724631508 -0.0026470127159509207
leaf_weight=0.012060510028001556 0.049971993738694487 0.022200000710858994 0.0035966753107664054 0.043225234381678912 0.040796698885969818 0.053622628184519294 0.034110485056019102 0.037788999671676038 0.04063200649397547 0.03934909290383537 0.01200177970844063 0.074442944637098662 0.038126583247503731 0.015082178383545752 0.034313747123860594 0.044403196337952977 0.02415116644262838 0.038317249063766212 3.4508338229693156 0.086165088981942972 0.0062596803952681421 0.0092030437322137004 0.078740442478188899 0.022342168895391978 0.045458477355850846 0.022969078333630932 0.030846752220782037 0.016282862084775473 0.046357698112769241 1.4418084054366769
leaf_count=49 34 53 66 30 7 48 45 10 12 30 39 39 12 18 20 20 53 30 796 24 63 4 35 35 36 18 23 24 71 1156
internal_value=-9.64447e-05 -0.0309558 0.02542 0.000102318 0.0125477 0.0230181 0.0574587 -0.00520419 -0.000373158 -0.0134566 0.00220522 0.0129192 -0.0665541 -0.00591352 0.000463155 -0.0215605 -0.0339008 -0.0108183 0.00122692 0.00729539 -0.0395979 0.00809964 0.0207007 -0.00390019 0.0364726 -0.0490122 0.0120381 -0.0537669 0.000423274 -0.00532462
internal_weight=5.91546 0.0378572 0.0156572 5.8776 0.216291 0.166319 0.0749072 0.0914116 5.66131 0.340138 0.262663 0.219438 0.0774757 0.144995 5.32117 0.17835 0.137718 0.0933152 5.14282 0.11363 0.0274645 0.0154627 0.203824 0.079625 0.124199 0.0453112 0.069164 0.031365 4.939 1.48817
internal_count=2900 168 115 2732 144 110 52 58 2588 283 241 211 42 172 2305 138 126 106 2167 130 106 67 144 73 71 53 53 42 2023 1227
is_linear=0
shrinkage=0.1


Tree=575
num_leaves=31
num_cat=0
split_feature=0 3 4 3 3 4 3 1 0 0 4 4 1 2 3 2 2 2 4 3 1 2 0 2 4 0 3 1 0 1
split_gain=0.0030191 0.0101046 0.0157144 0.00310848 0.00643923 0.00648375 0.00762331 0.00380185 0.00996487 0.00703866 0.00581642 0.00873253 0.00618574 0.00576347 0.0330098 0.0185034 0.0189681 0.0138977 0.0147324 0.0136288 0.0228496 0.00898026 0.0084153 0.00818185 0.00567715 0.00560896 0.00509911 0.0159954 0.0184914 0.0197276
threshold=71.144667506050013 -0.15959999999999999 44.921040431000009 -0.54481999999999997 -0.27223499999999995 35.616518500750011 -0.397505 88.436830201100022 110.50907145210002 110.99299391555002 32.785955158400007 34.542090938800008 69.276189105400007 0.20327000000000003 0.094415000000000013 0.090855000000000033 0.19122000000000003 0.12812000000000004 38.175120519550006 -0.11050499999999999 77.52437864960001 0.25677000000000011 94.30842275800002 0.056285000000000009 40.421032462050007 89.99344745865001 -0.098985000000000004 74.784839814650013 88.576630023850015 66.318885161900013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5 -7 10 -9 -10 12 25 -6 15 19 23 17 18 -17 -15 21 -21 -16 26 -25 -12 27 28 -13 -30
right_child=3 2 -4 4 7 6 -8 8 9 -11 11 13 -14 14 22 16 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.10061214388465443 0.025236972961141524 -0.10043363128068135 0.089472125908111641 0.010425897519069931 -0.0069443538755631674 -0.10050821986809724 -0.012141234645202413 -0.10018957959762523 0.073674179256259104 -0.026088238513347236 0.070017757034931044 0.015293368234897695 -0.10054736582943116 0.02890727331579589 0.098300418225468325 0.0071021594378156312 -0.1016360745403566 0.0055259331587985908 -0.10041729005783094 -0.026956134279918716 0.030981027203116376 -0.10095826546256377 0.030865963595187264 0.0027268782420177217 0.066646531641643955 0.015200583342381661 -0.00081639377171068169 0.045896937260732143 -0.094751011665385285 -0.004901637081069039
leaf_weight=0.012506843824353187 0.048664159019665365 0.0071112076811802307 0.011251793169115842 0.022520054564061698 0.017939027706804889 0.019804114575050491 0.019253850879195511 0.013626193514889251 0.0095727683767350379 0.027074451918363444 0.026858622279803401 0.2613417463476243 0.011641957217331189 0.057159590074661537 0.043815687792800873 0.021060199037947203 0.032034631383794476 0.097563697502209834 0.032271936295966697 0.030162323361309862 0.036971140106587086 0.035935307484720624 0.032036387211064721 0.024828263201527423 0.031554484748539835 0.061193515847337565 4.6249112953814926 0.098692642600155978 0.035571124128182419 0.078069004902260986
leaf_count=76 40 47 10 23 32 23 36 94 13 288 22 95 57 30 17 5 9 60 74 18 35 30 28 19 33 44 1505 53 10 74
internal_value=-9.5972e-05 -0.0312869 0.0159297 6.85596e-05 -0.000142487 -0.0323078 -0.0569472 0.000202465 -0.0271766 -2.88946e-05 0.000444302 0.000675365 -0.043783 0.00018177 0.015472 -0.000494475 -0.0317488 -0.016912 -0.0579592 -0.010256 -0.031975 -0.0671889 0.0698192 0.000614625 0.0384994 0.0319215 0.000195676 0.0100774 0.000649977 -0.0330259
internal_weight=5.883 0.0308698 0.018363 5.85213 5.80346 0.061578 0.039058 5.74189 0.0502734 0.0366472 5.69161 5.66203 0.029581 5.57398 0.23608 5.3379 0.18293 0.150896 0.0533321 0.160228 0.103069 0.0660976 0.0758521 5.15497 0.0563827 0.0880521 5.09859 0.473675 0.374982 0.11364
internal_count=2900 133 57 2767 2727 82 59 2645 395 301 2250 2161 89 2095 158 1937 148 139 79 113 83 48 45 1789 52 66 1737 232 179 84
is_linear=0
shrinkage=0.1


Tree=576
num_leaves=31
num_cat=0
split_feature=1 4 0 0 4 3 4 4 2 1 0 1 0 3 3 2 2 1 3 4 2 0 3 0 2 3 1 3 3 1
split_gain=0.00262191 0.0100634 0.0236585 0.0216431 0.0122992 0.0123656 0.0122993 0.0117022 0.0282797 0.0250315 0.0272279 0.0191086 0.0172413 0.0255942 0.00984089 0.00973484 0.0152189 0.0194074 0.0103225 0.00943485 0.0170105 0.013898 0.0205368 0.0126084 0.0142173 0.0115428 0.0150265 0.0105358 0.0181881 0.0357489
threshold=69.873026810350026 38.703421923500009 94.776214472700005 94.832672093450014 38.386256906100009 0.11614000000000002 38.318569170500005 39.211875820650008 -0.071129999999999985 70.085415002650009 94.157869102700019 70.73871032835001 93.867515624600017 -0.16319499999999998 0.11308000000000003 -0.117115 -0.033594999999999993 72.026481772850005 0.098005000000000023 40.823855932350007 -0.054494999999999995 97.550703263350016 0.090720000000000023 96.811377277450006 0.06041500000000001 0.10332500000000001 75.403185184700007 0.091705000000000023 0.087265000000000023 71.52105164435001
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 8 -3 -9 12 -12 13 -11 15 -5 -17 -18 -19 20 21 -13 -23 -22 -25 27 -27 28 29 -21
right_child=1 7 3 4 -6 -7 -8 9 -10 10 11 19 -14 -15 -16 16 17 18 -20 25 23 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0012599769987244112 -0.065574876463049686 -0.023088176352746188 0.1005737876905376 0.026921035686059799 -0.074489065610590752 -0.10047866907159231 0.071753593549937225 -0.076937649924931961 0.067484447272499942 0.095568953068417672 -0.064588910937330032 -0.10078454260568084 0.093471915943491454 -0.10052495832711383 0.057947062545932432 -0.10036405656181212 0.073324808415387716 -0.08232000396369589 0.015721352878031499 -0.10107892736370772 0.050255763134812594 0.013446633252786526 -0.079528842978310435 -0.048888485251914159 0.031214905660619942 -0.021382086757146528 0.06785107092776882 -0.028734524069132284 0.031420955552127448 0.0025454616327550382
leaf_weight=4.1495160877222395 0.082470775506577554 0.061523686406891542 0.018507074498756992 0.036210814386728504 0.027566785811245609 0.012108543066110311 0.023215899875140167 0.043978185380183166 0.078405412395149976 0.012780339941400598 0.049774565372217583 0.031893071319032629 0.048688995637405696 0.013889818342541438 0.020379276056701201 0.025249007351554872 0.0199308590963483 0.028204408620986575 0.017342381719058879 0.0362992236498485 0.045276378557900898 0.057757804930183454 0.040357186363579434 0.05145780537182354 0.038912587129583898 0.027991304189072252 0.057921723733624475 0.10844733453514133 0.18405751142167759 0.40184727534173414
leaf_count=1301 63 35 2 134 27 28 6 13 29 12 47 20 25 53 7 84 5 91 17 35 12 48 43 20 44 22 39 92 83 463
internal_value=-9.58248e-05 -0.00340044 -0.019657 -0.00309984 -0.0122274 -0.00283004 0.00410343 0.000235709 0.0276617 -0.00283118 -0.00013183 -0.00400651 0.058071 -0.00655676 -0.00655768 -0.0169136 -0.0344089 -0.00897581 -0.0449898 -0.00122014 -0.0175901 -0.0434376 -0.0247965 0.00718305 -0.0143968 0.00410552 0.038778 2.8578e-05 0.00504186 -0.00603953
internal_weight=5.85196 1.70245 0.311186 0.228715 0.210208 0.182641 0.170533 1.39126 0.139929 1.25133 1.20735 1.13199 0.0753592 0.0266702 0.147317 0.126937 0.0907267 0.0654776 0.0455468 1.08222 0.265655 0.130008 0.098115 0.135647 0.0903704 0.816564 0.085913 0.730651 0.622204 0.438146
internal_count=2900 1599 464 401 399 372 344 1135 64 1071 1058 968 90 65 338 331 197 113 108 921 187 111 91 76 64 734 61 673 581 498
is_linear=0
shrinkage=0.1


Tree=577
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 4 1 0 2 0 1 2 3 0 2 2 0 0 1 4 0 2 3 3 4 2 2 4 1
split_gain=0.00260244 0.0120129 0.010977 0.0246491 0.0272959 0.0122417 0.0276184 0.0228541 0.0168677 0.00930758 0.0186596 0.0232171 0.0097519 0.00806418 0.0216641 0.0081622 0.0261986 0.0221173 0.0222834 0.017631 0.0245084 0.0253634 0.0234986 0.0559012 0.0195627 0.0233824 0.0635328 0.0283282 0.0467228 0.0178314
threshold=87.181320254150009 86.866770652900016 61.960894532450006 62.116825104000007 62.197478847950002 64.654729579150015 41.840895355800008 64.84561010645001 89.057864029250013 -0.29600999999999994 86.135510041400025 60.990361147350008 -0.245055 0.12064000000000002 85.775256651950016 -0.083794999999999994 -0.082509999999999986 86.232294534150014 86.135510041400025 62.106071271500007 41.028010303750008 86.103248543850015 -0.075840000000000005 0.094415000000000013 0.10461500000000003 43.19689381845 -0.075840000000000005 -0.071129999999999985 42.131954243650007 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 9 -2 -4 -5 6 -6 -7 -8 10 11 -1 -11 15 -15 17 -17 18 -14 20 21 -18 -21 -24 25 26 -22 -28 29 -29
right_child=2 -3 3 4 5 7 8 -9 -10 12 -12 -13 13 14 -16 16 19 -19 -20 22 24 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.077942505659248554 -0.044271453556229551 -0.03140362491843314 0.044862600432736453 -0.086076664170907313 0.054327805558211983 -0.10151315958280759 -0.025361415241976965 -0.00016440229008297689 0.019361657941927748 0.040963773754105391 -0.10110095232048942 0.069142920483620682 -0.0028843348395609794 0.020191401334993662 -0.078947708554100979 0.059139942210109819 -0.0059343858026151526 -0.034629738192681524 0.065420273413647104 0.065138180469869439 -0.10153747526018786 0.044940321181569098 -0.091301130000602582 0.05837417649039111 -0.072288561517136099 0.051502681359696351 0.061826914287117708 -0.034407115269404438 -0.1020357477024513 0.030389487609719476
leaf_weight=0.01921928217970581 0.050960263019078744 0.13602204786729988 0.13175924550159868 0.035831372952089047 0.13690072186909708 0.022447096125688737 0.14111153245903552 2.5325997846806825 0.20958567538764328 0.057318215594904909 0.027448688691947609 0.024300763656596391 0.74577463527925514 0.04315572601626616 0.045053080907166532 0.086148850557940082 0.25206065403727718 0.21534323838977798 0.05103006330318749 0.09391059651818523 0.076692249132520263 0.16032534270198084 0.04282373569965614 0.059794405397525452 0.060954172765605108 0.05143253156898453 0.060187968658283242 0.065286560719300946 0.048921777212606266 0.12152203241021198
leaf_count=20 11 24 19 7 39 4 23 1852 30 27 8 24 340 21 30 10 57 35 7 7 19 28 45 21 23 41 6 47 57 18
internal_value=-9.4054e-05 -0.0024908 0.00177614 0.00250712 0.000694294 0.00171614 0.016236 -0.00105479 0.00136624 -0.000858067 -0.0365353 0.00418719 0.000225018 -0.00079895 -0.0304444 0.000393906 0.006045 -0.00619469 0.00149012 0.00186361 -0.00407756 0.0138444 0.028992 -0.00408706 -0.0193163 -0.0117018 -0.0204262 0.000595219 -0.0150388 0.00774413
internal_weight=5.80592 2.54473 3.2612 3.21024 3.07848 3.04264 0.487598 2.55505 0.350697 2.4087 0.0709687 0.04352 2.33774 2.28042 0.0882088 2.19221 1.18006 1.01215 0.796805 1.09391 0.897383 0.412386 0.196529 0.102618 0.484997 0.424043 0.372611 0.295918 0.23573 0.186809
internal_count=2900 915 1985 1974 1955 1948 92 1856 53 891 52 44 839 812 51 761 379 382 347 369 296 85 73 66 211 188 147 128 122 65
is_linear=0
shrinkage=0.1


Tree=578
num_leaves=31
num_cat=0
split_feature=3 3 3 2 2 4 2 1 2 1 3 0 4 4 3 0 1 2 2 0 0 4 0 0 3 0 0 3 1 0
split_gain=0.00267367 0.0268321 0.018519 0.023827 0.0121478 0.0111107 0.0187891 0.0470594 0.03183 0.0263863 0.0229616 0.0196393 0.0209429 0.0179319 0.0221705 0.0363942 0.0300665 0.0215395 0.0283625 0.0300242 0.0252808 0.0238134 0.0208854 0.0432023 0.0257954 0.0152137 0.0505911 0.0203838 0.0147993 0.0144571
threshold=0.093295000000000031 0.093480000000000021 0.092290000000000025 -0.099224999999999994 -0.23557500000000001 41.24714903835001 -0.083794999999999994 62.106071271500007 -0.08725999999999999 62.245871094250013 0.12424000000000003 90.337570099350003 42.564639561200003 41.061442884200012 0.10236000000000002 97.483491810050012 82.987325570650015 -0.072569999999999982 -0.23771499999999998 85.737618238150006 86.345209775600011 36.514114975300011 85.839779647100016 89.738043936200015 0.09495000000000002 85.807518149550006 88.232507383150008 0.099010000000000029 62.00390986255001 89.99344745865001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 -1 13 8 28 25 -9 11 -11 -13 14 15 22 -17 18 -16 -20 -19 -21 -3 -24 -25 -7 -27 -28 -8 -22
right_child=1 5 3 -5 -6 6 7 9 -10 10 -12 12 -14 -15 17 16 -18 20 19 21 29 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=-0.0216262096327548 0.066527950912927777 -0.0148046181053724 0.01858733804109718 -0.091755724353378851 0.000949354615225787 0.024229419171720369 -0.040713011377158145 0.063481521504838254 0.060202834689467279 -0.086052995150342426 0.045024947965799422 -0.065164154776683941 0.057538107939912236 0.057688700916203817 0.02777469943685942 -0.10074542079342304 0.050892373504881051 -0.038003312276297885 0.018240237917586787 -0.0077218278771105809 0.051987432754131938 -0.092494413446881682 0.091811736934955784 0.0702611617241026 -0.011878481794937723 -0.10117982184782709 -0.038818754583435276 0.048931990716388464 -0.10131756400008084 0.0045485484139849153
leaf_weight=0.25589595402664134 0.064145688908865739 0.072934949586979658 0.032143404399769204 0.050026672206325118 3.4769212505752005 0.087647771146464493 0.11474331605586474 0.060852185139083304 0.087617176628555171 0.049439069786558321 0.045261840493708405 0.026007664084318094 0.029904388166993812 0.065642986352486221 0.067922971193735027 0.040012046396704165 0.019423236737381472 0.088095745217288357 0.05392355439107635 0.046630140621982868 0.10807960439706218 0.11451333121762497 0.11815032584127039 0.055626174450026156 0.12227349504519225 0.059689167923352215 0.044635641262308567 0.065051880962721853 0.062099799231731367 0.1583791279526178
leaf_count=360 11 24 21 35 1704 33 34 13 12 17 23 18 28 20 35 50 48 20 13 32 22 53 22 15 43 21 33 41 32 67
internal_value=-9.79183e-05 0.00293648 -0.00163198 -0.0485916 -0.000598269 0.000748761 -0.00884292 -0.0239267 0.00815205 0.00790861 -0.0145445 -0.0401373 0.000462771 0.00696136 0.00383752 0.0214304 -0.0511907 -0.00798462 -0.0285586 -0.0463499 0.00843663 -0.0679637 0.033128 0.0449367 0.0138052 -0.00959156 -0.027093 0.0132232 -0.0619948 0.0237905
internal_weight=5.74369 1.9287 3.81499 0.0821701 3.73282 1.86456 0.73295 0.388308 0.344642 0.211465 0.150613 0.105351 0.0559121 1.13161 1.06596 0.42842 0.0594353 0.637544 0.28299 0.215067 0.354554 0.161143 0.368985 0.29605 0.1779 0.257024 0.169377 0.109688 0.176843 0.266459
internal_count=2900 780 2120 56 2064 769 305 165 140 99 86 63 46 464 444 202 98 242 133 98 109 85 104 80 58 128 95 74 66 89
is_linear=0
shrinkage=0.1


Tree=579
num_leaves=31
num_cat=0
split_feature=0 3 3 3 0 0 4 2 0 1 4 0 3 1 1 3 1 2 2 4 2 3 1 1 3 1 0 2 2 2
split_gain=0.00253653 0.0130501 0.00822878 0.00859161 0.00506238 0.00587391 0.0138488 0.0148463 0.00766033 0.00758951 0.00983433 0.0157725 0.00951319 0.00789818 0.00763284 0.00507448 0.00860724 0.0173175 0.0137001 0.0156445 0.00964686 0.00581168 0.0225869 0.0343734 0.0103749 0.00822314 0.0120013 0.00910847 0.0133468 0.0223517
threshold=71.249517373150013 -0.23472499999999999 -0.15684499999999998 0.070195000000000021 71.340924949550015 76.591483678350016 41.468518788800004 -0.16297999999999999 78.156166310250015 61.614083433650009 35.97706729810001 82.401241698250018 0.093295000000000031 61.767325547050007 61.86411003975001 -0.2485 67.316303128300021 -0.08459499999999999 -0.22573999999999997 39.995120105550008 1.0000000180025095e-35 -0.098985000000000004 61.998532946250002 63.910026677050006 -0.087385000000000004 66.318885161900013 114.06859001680002 -0.23557500000000001 -0.036264999999999999 0.26462000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -7 10 -10 -12 -13 -11 -15 16 17 -16 -18 20 -20 22 -17 -24 -23 -25 27 -27 -29 -30
right_child=4 2 3 -5 5 8 -8 -9 9 13 11 12 -14 14 15 21 18 -19 19 -21 -22 24 23 25 -26 26 -28 28 29 -31
leaf_value=-0.10056592592132579 0.029698333935017376 0.077990047439897514 -0.10031226681448471 0.021639982140919896 0.068227570248797498 0.043440901000849054 -0.10050304017902699 -0.060615932609281692 0.031673640088746902 0.031671371272261432 0.0090413333623410308 -0.10075510108066253 -0.028520436072086732 -0.027541211995429783 -0.081459559506201082 -0.061481376459817119 0.060199391608139946 0.0034753136362099162 0.066449248502914754 -0.078204341355909882 -0.033171551526947535 -0.04601946998211303 0.090070240871241602 -0.034623094488987614 0.00066948634355441111 -0.03424000805785074 -0.058272767138935477 0.055976017547798212 -0.056743639029149209 0.066193009998382665
leaf_weight=0.015053256481666555 0.057210329825977513 0.011987838660729722 0.009092283274519608 0.015842897046425719 0.018023040256932799 0.040525994722656722 0.019474322562942348 0.01775187927307742 0.027485239382259219 0.079703134251758345 0.049518253563292092 0.03591409477785934 0.037031102918263059 0.099060155058395938 0.045441792139513382 0.035574689700293649 0.031201927022209475 0.050888591533291172 0.021040531734485057 0.027314464689297324 0.018067265773378693 0.048095511589540396 0.060573358041210668 0.041715976574010938 4.5665624264467697 0.024229212976280223 0.020434232042259026 0.091098752065590816 0.03486741573880181 0.025683037481712745
leaf_count=65 12 17 51 13 25 24 38 33 13 12 36 30 12 21 23 11 41 19 21 41 28 33 13 28 2038 56 49 40 35 22
internal_value=-9.99828e-05 -0.0220897 0.00990451 -0.0228283 0.000103226 -0.000200899 -0.0326449 0.00429411 0.0001243 -0.000196534 -0.0223837 -0.0345161 -0.0640847 0.000428646 -4.64041e-05 0.0004832 -0.0153839 -0.0365909 0.00554202 -0.0201333 0.0204258 0.00110506 0.0138395 0.0228131 0.000182878 0.00569753 0.0142656 0.0226933 0.0317897 -0.00459892
internal_weight=5.67646 0.0519763 0.036923 0.0249352 5.62449 5.56728 0.0552492 0.0357749 5.51203 5.4715 0.149949 0.122463 0.0729452 5.32155 5.24185 5.14279 0.193955 0.0963304 0.0976242 0.0664223 0.0391078 4.94883 0.334177 0.298602 4.61466 0.238029 0.196313 0.175878 0.151649 0.0605505
internal_count=2900 146 81 64 2754 2742 96 58 2646 2622 91 78 42 2531 2519 2498 173 42 131 90 49 2325 254 243 2071 230 202 153 97 57
is_linear=0
shrinkage=0.1


Tree=580
num_leaves=31
num_cat=0
split_feature=2 2 1 1 4 0 0 0 1 2 3 1 3 1 0 1 0 1 3 2 4 0 0 3 0 3 2 2 2 0
split_gain=0.00263438 0.0181028 0.0150421 0.0339625 0.0135876 0.0129457 0.0281298 0.029413 0.018294 0.029962 0.0168277 0.0154196 0.0244376 0.0239667 0.00861766 0.00813042 0.0221354 0.0115669 0.00785537 0.00849002 0.00755888 0.0272574 0.013484 0.011651 0.0171898 0.0157437 0.0150202 0.0154203 0.0111457 0.00985257
threshold=-0.062629999999999991 -0.054494999999999995 61.409760615700009 61.767325547050007 39.852039223600009 86.345209775600011 86.388225105700016 86.458125017100016 62.00390986255001 -0.012769999999999998 0.10273500000000002 64.071334164850015 0.087530000000000011 66.318885161900013 87.735142629050017 66.697957758300021 92.313586825200005 68.214248143850014 0.11614000000000002 -0.046474999999999995 36.625813070500008 94.047642319350018 94.776214472700005 0.076080000000000023 97.32487278035002 -0.101725 -0.022239999999999999 0.68694500000000025 0.098830000000000015 101.06989495610001
decision_type=2 2 2 2 2 2 2 2 2 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 -2 8 -7 -8 10 -10 -5 12 -9 -13 -14 -15 -17 -18 19 -19 21 -21 28 25 -25 26 -24 -28 -22 -26
right_child=1 2 3 5 -6 6 7 11 9 -11 -12 13 14 15 -16 16 17 18 -20 20 22 -23 23 24 29 -27 27 -29 -30 -31
leaf_value=-0.001477828374613032 0.058960813268167767 -0.054291508998102748 0.10028442652494068 0.026346980252760929 0.0072076848192523801 0.094688444476919847 -0.10221928730463077 0.075222213080766598 -0.10083284769586882 0.004702588875977496 -0.036296887514187491 -0.051527616079198646 -0.017594072865051148 0.050630013892711406 0.028654833046308021 -0.066896508798052409 0.072957968526296227 0.051249201310141171 -0.045576366974270553 0.099411012535262466 -0.062936464744500584 -0.022726733571347326 0.07691591326443141 0.059286714186422056 -0.024981083070331103 -0.064174741434917193 -0.10032207549040406 0.038856684923797014 0.0072451295936519673 0.023477578901757407
leaf_weight=4.0032306329014427 0.094407820803723896 0.050493101303984989 0.03380018938332785 0.10105019952629124 0.10965264059655055 0.033031035447493085 0.026917926203168352 0.070933034325207589 0.058725654375848535 0.049641396076452793 0.074493005745694063 0.09018931347054604 0.083225209480588092 0.034478727786336094 0.078093999589327723 0.044965831758982056 0.02461955018225126 0.038181847280781556 0.031514369593405145 0.033084065842559233 0.058637949538024259 0.040811711663739265 0.022707999279646174 0.072587486157999592 0.077976285964723502 0.047032028938124526 0.015650098787617139 0.01620186003492563 0.036849197870985506 0.090831520377718356
leaf_count=1870 22 118 6 37 33 4 6 24 46 39 17 39 21 10 19 60 7 12 35 10 26 89 10 37 34 37 43 12 25 152
internal_value=-9.46895e-05 0.00327993 -0.000678658 0.00127418 0.0311511 -0.00120031 0.00384288 0.000945002 -0.0201808 -0.0524886 -0.00023639 0.00369837 0.0263043 -0.00306468 0.00479484 0.0033056 0.000801676 0.00581927 0.00297952 0.00575893 0.00236899 0.0319559 -0.00261727 0.00663548 0.0185921 -0.021775 0.0147747 -0.0295272 -0.0358529 0.00109339
internal_weight=5.64402 1.64079 1.43672 1.38623 0.20406 1.35243 1.06852 1.03549 0.28391 0.108367 0.175543 1.00857 0.232252 0.77632 0.161319 0.686131 0.651652 0.606686 0.582066 0.550552 0.51237 0.0738958 0.438474 0.342987 0.241395 0.101592 0.05456 0.031852 0.0954871 0.168808
internal_count=2900 1030 975 857 55 851 712 708 139 85 54 702 64 638 40 599 589 529 522 487 475 99 376 325 223 102 65 55 51 186
is_linear=0
shrinkage=0.1


Tree=581
num_leaves=31
num_cat=0
split_feature=1 3 3 3 1 1 3 4 2 4 2 1 4 2 2 4 1 2 1 0 4 0 4 2 2 2 2 3 2 1
split_gain=0.00267967 0.0188304 0.0153361 0.00902021 0.0100229 0.0251753 0.0364529 0.0239808 0.0378385 0.0203665 0.0179761 0.0153064 0.0103509 0.0287292 0.0270024 0.0248932 0.0282916 0.0294223 0.0215856 0.0166706 0.0151943 0.0146985 0.0124913 0.0219776 0.0240934 0.0218287 0.0418397 0.0239513 0.0308752 0.0209396
threshold=69.873026810350026 0.25847000000000003 0.21240500000000004 0.43162500000000009 65.966697146800016 66.697957758300021 0.090390000000000012 40.12915366295001 -0.10282499999999999 38.115457128050004 -0.15009499999999998 65.630639880500027 38.592454371550012 -0.093604999999999994 -0.053019999999999991 40.12915366295001 62.00390986255001 -0.057185 64.654729579150015 85.839779647100016 37.737818700150008 82.401241698250018 40.496232821400007 -0.0086649999999999991 -0.031989999999999998 -0.058529999999999992 -0.065399999999999986 0.096845000000000028 -0.084239999999999995 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=3 2 -2 4 11 6 -6 9 10 -7 -9 12 13 18 -15 16 17 -14 19 20 21 -1 -17 24 25 26 27 29 -29 -24
right_child=1 -3 -4 -5 5 7 -8 8 -10 -11 -12 -13 15 14 -16 22 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.031486154876004702 -0.0035778445706127894 -0.10046585937435651 0.07311603425068626 0.037770520074789433 0.089981642070246365 0.00028943463136242808 -0.0082766820415994501 -0.027876295739631254 -0.092476070386734499 0.060457772550642934 0.048036136696430476 -0.035838972099496283 -0.032570794346594649 0.075094671792725512 -0.00080347852248533315 0.03237880006669927 -0.055549596726472854 0.048490390591916371 -0.061854316684642252 0.07340773152959483 -0.10100586073679507 0.079328530620153173 -0.0015795312288355734 -0.041303810508827025 0.037628903501346879 -0.038496604650079133 0.057840579840889028 -0.0091689165353213316 -0.085121988402260887 0.033631973022629998
leaf_weight=0.030521638074683555 1.5777283143034022 0.019785790981870499 0.026511355634300071 0.066731689585139864 0.08729120545558533 0.16610247439530212 0.066535977172065941 0.074210558199752086 0.059509377290698495 0.085070278818648148 0.053814194048754871 0.12456015315592583 0.1096196076881597 0.10835325050720712 0.082615006871920804 0.1241374216278931 0.17470114352272503 0.075696488871472289 0.061213139949927609 0.031754569266922772 0.015603120933519676 0.019692115358338924 1.31785440021431 0.12309136494299711 0.17583906164986718 0.14390807040194875 0.12491932129273675 0.20437538831527036 0.072508472087065567 0.19371371680745131
leaf_count=79 1546 38 15 15 29 42 16 47 38 24 9 33 27 19 40 39 38 19 18 7 9 8 345 148 79 38 20 59 16 40
internal_value=-8.37876e-05 -0.00350626 -0.00231042 0.00131487 0.00069224 0.0126714 0.0474813 0.000465807 -0.0265919 0.020668 0.0040329 -0.00144917 -0.000106399 0.0161264 0.0422603 -0.00210525 -0.0266777 0.000540453 -0.0153046 0.0138992 -0.0148118 0.0119716 0.00146139 -0.000167498 0.00209997 -0.000936747 0.0018882 -0.00201995 -0.029059 0.00293297
internal_weight=5.59797 1.62403 1.60424 3.97394 3.90721 0.592534 0.153827 0.438707 0.187534 0.251173 0.128025 3.31468 3.19012 0.349753 0.190968 2.84036 0.360017 0.185316 0.158785 0.0975714 0.0658169 0.0502138 2.48035 2.35621 2.23312 2.05728 1.91337 1.78845 0.276884 1.51157
internal_count=2900 1599 1561 1301 1286 205 45 160 94 66 56 1081 1048 180 59 868 84 46 121 103 96 87 784 745 597 518 480 460 75 385
is_linear=0
shrinkage=0.1


Tree=582
num_leaves=31
num_cat=0
split_feature=3 3 3 2 2 1 4 0 0 3 3 3 3 0 2 2 2 0 4 2 2 1 1 4 4 1 1 1 1 4
split_gain=0.00306759 0.020866 0.0157429 0.0218096 0.0102433 0.0133959 0.0133082 0.0130418 0.0369558 0.0164547 0.0279036 0.0202945 0.0221162 0.019279 0.0164355 0.0445123 0.0406946 0.0244886 0.0204109 0.0583059 0.0294962 0.0264749 0.0227841 0.0185544 0.052587 0.0183662 0.0140553 0.0118539 0.0434791 0.0118241
threshold=0.093295000000000031 0.093480000000000021 0.092290000000000025 -0.099224999999999994 0.20981000000000005 65.727424373200009 37.064694648750013 85.678472159250006 85.328972602300013 0.098200000000000023 0.099010000000000029 0.09660500000000001 0.095845000000000027 86.866770652900016 -0.071129999999999985 -0.086339999999999986 -0.060760000000000002 86.001087134900004 41.028010303750008 -0.033594999999999993 -0.024989999999999998 62.245871094250013 62.837331883000012 40.259171735100004 36.514114975300011 65.630639880500027 64.654729579150015 72.026481772850005 82.987325570650015 42.131954243650007
decision_type=2 2 2 2 2 2 2 2 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 7 -6 -7 8 -3 11 -11 12 27 -13 15 23 -16 -18 21 -20 -21 -19 -22 24 -12 -17 -26 -9 -29 -25
right_child=1 4 3 -5 5 6 -8 9 -10 10 14 13 -14 -15 16 25 17 18 19 20 22 -23 -24 29 26 -27 -28 28 -30 -31
leaf_value=-0.00077198107569875134 0.061816105027751846 -0.00084586822094651808 0.017473789620968003 -0.090582894136899558 0.097040947012928327 -0.063264650908978134 0.043071786144596814 0.036018326382987097 -0.10096220604194323 -0.068520433958149329 0.049126992083503379 0.097789000213988078 -0.052955600716709961 0.018948105600910155 0.078934052973128832 -0.10125749860172376 -0.056361545262701124 0.084336028438522115 -0.10160767654303687 0.098515937837989453 -0.076442562128071961 0.0068333828010554909 0.044170847407174064 0.037191615162097791 -0.023186377789498242 -0.024647647675503943 -0.1012833514278033 -0.072336837804819559 0.088061436222914222 -0.010922239005070108
leaf_weight=3.6411727396581606 0.058946031501363794 0.16181184604579302 0.031606291650640245 0.045666240156658072 0.0250143291837049 0.017462135687199828 0.036102119129767019 0.14204700241771218 0.047750196309038984 0.061984985543520055 0.062640734652637975 0.055359610967570916 0.052943453072909819 0.070531640601287915 0.080016822802718934 0.063953418335586293 0.063018588509578755 0.065771391324233264 0.052461165979366342 0.03760558256180957 0.030001510163856437 0.13361914164914834 0.032767424946836599 0.16424806886863053 0.039359365939162672 0.061276854762111893 0.055595460284599607 0.046153386039122772 0.026662798963138952 0.074129520071300803
leaf_count=2064 11 71 21 35 11 24 33 40 25 20 34 8 27 44 27 16 20 14 17 8 19 44 28 47 8 34 48 37 24 41
internal_value=-7.36017e-05 0.00329129 -0.00171986 -0.0463852 0.0013315 0.0366214 0.00840573 -0.00031744 -0.0236581 0.00300513 -0.00338266 0.0205031 0.00493646 0.0536177 0.000589507 -0.0118058 0.0136341 0.00105097 0.0113229 -0.0161725 0.0284806 0.0323986 -0.0134784 0.00462871 -0.0219939 -0.0637713 -0.0689117 0.0192014 -0.0136045 0.0222294
internal_weight=5.53768 1.81923 3.71845 0.0772725 1.76029 0.0785786 0.0535643 1.68171 0.209562 1.47215 1.07845 0.393698 0.267807 0.125891 1.01647 0.521203 0.495262 0.415245 0.352226 0.152836 0.100375 0.199391 0.0627689 0.395973 0.157596 0.12523 0.0949548 0.214863 0.0728162 0.238378
internal_count=2900 780 2120 56 769 68 57 701 96 605 425 180 128 52 405 228 177 150 130 72 55 58 47 178 90 50 56 101 61 88
is_linear=0
shrinkage=0.1


Tree=583
num_leaves=31
num_cat=0
split_feature=3 3 3 2 4 2 3 4 2 0 3 2 4 0 1 4 0 0 3 2 0 2 4 2 2 2 4 2 4 1
split_gain=0.00253338 0.0176226 0.0135415 0.0196684 0.00903456 0.0203628 0.0188698 0.0229045 0.0254028 0.0174037 0.0259371 0.0170242 0.0270457 0.0203644 0.02331 0.0184846 0.0131981 0.0206781 0.0121131 0.0118007 0.0468555 0.0199078 0.0112673 0.0107678 0.0189111 0.0105539 0.00967645 0.00846592 0.011012 0.0262891
threshold=0.093295000000000031 0.093480000000000021 0.092290000000000025 -0.099224999999999994 39.852039223600009 -0.50001499999999999 0.098200000000000023 38.175120519550006 -0.10518999999999999 85.678472159250006 0.10045500000000003 -0.5169149999999999 40.166811829450005 90.837623311600012 75.465019721650009 41.028010303750008 88.232507383150008 85.807518149550006 0.10872000000000002 -0.072569999999999982 89.872466842800023 -0.054494999999999995 41.134354310300004 -0.067574999999999996 -0.026349999999999998 0.20981000000000005 40.712530798250008 -0.23557500000000001 38.828362408050005 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 27 -4 5 -3 7 8 -7 10 -6 26 -13 15 -15 -14 17 -17 -12 20 -8 -21 -16 -19 -25 -23 -11 28 -1 -30
right_child=1 4 3 -5 9 6 19 -9 -10 11 18 12 13 14 22 16 -18 23 -20 21 -22 25 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.066615526935936503 0.057841460852034413 -0.057294108812667714 0.01577683813349174 -0.088650897692004071 -0.1009988457422058 0.084998148748038377 0.013940723348315221 0.078191577194865969 -0.054790805369624933 0.070507826305431107 0.045317286681371582 -0.072479262562285526 0.040847581167314462 -0.068775664567467851 -0.035295331941457779 0.029376259345855069 0.030974728088152964 -0.04585586899543985 -0.046084856474121694 0.072522186795623916 -0.10072150270412916 -0.012623827501663422 0.03233596757214964 0.017417139517868885 -0.055397848032266751 0.03999719187584197 0.011884941804056002 0.00061693359954418053 -0.10059222186397376 0.0043355788012279274
leaf_weight=0.039873793233643595 0.056812831611750769 0.040941199522981808 0.031510653698211599 0.04217655084651617 0.044434999867689617 0.020561703363682682 0.15421697180863697 0.089563535000877437 0.035347764336154996 0.047332768646128787 0.02958785507871653 0.055632405023878451 0.13588210547459312 0.083259375388479384 0.043700895181828514 0.10135881119640544 0.10272303528017801 0.12084862746632991 0.028431703263208874 0.055956831669107032 0.046349574715280673 0.12028145281914915 0.056457765754156952 0.10898245798068712 0.05302016653217867 0.055795061616386032 0.069499862892240749 3.3902900733586292 0.027448131707096923 0.18356822865329736
leaf_count=97 11 42 21 35 24 15 30 23 32 16 13 23 29 60 22 20 23 29 29 22 82 41 55 29 30 37 43 1704 75 188
internal_value=-7.38975e-05 0.00305486 -0.00155367 -0.0439948 0.0012241 0.010858 0.0156848 0.0468409 -0.00338093 -0.00429177 -0.0435053 -0.000186724 -0.00504264 -0.000389321 -0.0296756 0.00823544 -0.000865208 -0.00937799 0.000526897 0.00520768 -0.0125569 0.0205632 0.0028273 -0.0232654 -0.00641373 0.0040507 0.035635 -0.000694781 -0.01842 -0.00931299
internal_weight=5.47185 1.75698 3.71487 0.0736872 1.70017 0.619014 0.578073 0.145473 0.0559095 1.08115 0.102455 0.978698 0.861866 0.806233 0.183418 0.622815 0.486933 0.38421 0.0580196 0.4326 0.200567 0.232033 0.100159 0.282851 0.162003 0.176077 0.116833 3.64118 0.25089 0.211016
internal_count=2900 780 2120 56 769 324 282 70 47 445 66 379 320 297 137 160 131 108 42 212 112 100 77 88 59 78 59 2064 360 263
is_linear=0
shrinkage=0.1


Tree=584
num_leaves=31
num_cat=0
split_feature=2 4 3 3 1 0 0 3 2 2 2 4 3 1 1 4 2 4 2 4 2 1 2 2 3 3 2 1 4 4
split_gain=0.0026554 0.0100891 0.00394178 0.0101909 0.00986143 0.0150579 0.0183946 0.0313994 0.00498826 0.0118693 0.0072539 0.0104549 0.0120013 0.02083 0.0127665 0.0113856 0.012133 0.00625995 0.00578282 0.0249858 0.00588193 0.0112997 0.00994344 0.0128305 0.0171949 0.00861315 0.00755897 0.0170844 0.00644727 0.0122147
threshold=-0.62958999999999998 40.580626202750004 0.21240500000000004 0.12746000000000005 62.030794443850006 87.735142629050017 91.144107538500023 0.25847000000000003 0.15675000000000003 0.20327000000000003 0.22542000000000004 37.962710038050005 0.081550000000000025 68.214248143850014 65.036490633650018 37.020641110850008 0.25677000000000011 40.421032462050007 0.11529000000000002 41.43512228960001 0.072320000000000023 66.697957758300021 0.048530000000000011 1.0000000180025095e-35 -0.04931 0.090640000000000012 0.06041500000000001 71.429644067900014 40.922041107600009 48.852845034800005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 -4 -6 -7 -8 18 -10 -11 15 13 -13 -14 16 -12 -15 20 -20 22 -22 23 -2 -25 -26 27 28 -24 -30
right_child=2 -3 4 -5 5 6 7 -9 9 10 11 12 14 17 -16 -17 -18 -19 19 -21 21 -23 26 24 25 -27 -28 -29 29 -31
leaf_value=0.024515775804929446 0.0010733749468343524 -0.052255651673711212 0.064464509100866957 -0.047591250695269843 -0.037868159159919923 0.10015174591711642 0.071042294033719075 -0.10042674257962313 -0.045691914967664074 0.036741179824047711 0.037161769688384264 -0.080137972120764817 0.016988878475449151 0.075085487062650905 -0.10052589905113057 0.077144453406164812 -0.072301924151587621 0.0028187042480045726 0.095104352727222549 -0.047929033054463659 0.025631424810806942 -0.080008383720962806 0.098585227196199623 0.035548103759363459 -0.10081151744292319 -0.029023399636221383 0.077377123956578184 -0.10030836289015976 -0.10027863682593974 0.10020905086876995
leaf_weight=0.029900425167823097 4.6009243417357029 0.040042213822133021 0.032930515552607009 0.045154412364600272 0.052032101622899063 0.025816549779847271 0.023589687172927087 0.019513619596892622 0.078855136969688128 0.042245120148436399 0.023939457228436829 0.022894594927493017 0.012892532760815811 0.021964438805753161 0.032671744306515205 0.024222285450377967 0.017548275912480225 0.026386042437081869 0.028925409639515176 0.021137671009801906 0.017142958926151475 0.024735103194540642 0.013907572734751981 0.024153870540034816 0.031606795507315044 0.035467818148791075 0.029256351843741868 0.010249070178180643 0.0061436006915456254 0.0060131424106657505
leaf_count=28 2081 21 14 30 15 9 15 37 47 21 11 13 8 19 64 8 56 28 16 81 13 39 5 36 55 27 22 38 42 1
internal_value=-7.72942e-05 -0.0194359 0.000175679 -0.000291231 0.0159488 0.00273984 0.0333975 -0.00658473 0.000123224 -0.0123111 -0.000600002 -0.00924283 -0.0271936 -0.00155999 -0.0672748 0.0226674 -0.00913864 0.0356477 0.000901693 0.0347127 0.000549021 -0.0367643 0.000877458 0.000337034 -0.0367988 -0.0628513 0.03955 0.00907415 0.0520858 -0.00111054
internal_weight=5.42226 0.0699426 5.35232 5.19844 0.153882 0.120952 0.0689199 0.0431033 5.15328 0.30362 0.224764 0.182519 0.116809 0.0712451 0.0455643 0.06571 0.0414877 0.0483505 4.84966 0.0500631 4.7996 0.0418781 4.75772 4.69215 0.0912285 0.0670746 0.0655697 0.0363134 0.0260643 0.0121567
internal_count=2900 49 2851 2761 90 76 61 52 2731 275 228 207 132 60 72 75 67 47 2456 97 2359 52 2307 2199 118 82 108 86 48 43
is_linear=0
shrinkage=0.1


Tree=585
num_leaves=31
num_cat=0
split_feature=0 0 1 2 2 3 2 0 4 1 0 0 1 2 2 2 0 1 3 3 0 2 4 4 4 3 1 0 3 3
split_gain=0.00265613 0.0169149 0.00805696 0.0158765 0.015871 0.0171107 0.0118159 0.00861568 0.0179823 0.00860524 0.0109417 0.0133671 0.0131427 0.0162411 0.00907199 0.00702144 0.00812244 0.00706497 0.00902731 0.0106683 0.00886011 0.00696434 0.005674 0.0217866 0.0192768 0.010944 0.0198489 0.0338935 0.0233007 0.0284221
threshold=97.835679825150024 97.550703263350016 78.220689305400015 -0.59681499999999998 -0.08756499999999999 0.089335000000000012 -0.094344999999999998 98.615332683000005 50.065525775750011 78.433077497700012 99.515966156650009 100.67200315280002 80.677940036650014 -0.078219999999999998 0.25828500000000004 -0.61225999999999992 101.15323715815002 81.524804347700012 0.095845000000000027 0.095290000000000027 103.82556453975 0.13860000000000003 44.527357125550004 44.758188263300006 43.411469133450005 0.086520000000000027 64.654729579150015 86.280686780500005 0.083185000000000023 0.082325000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 22 3 -2 6 -6 7 -5 -9 -4 -11 -12 13 -13 15 -14 -17 -18 19 20 -19 -7 24 -24 -1 26 27 28 29 -26
right_child=2 -3 9 4 5 21 -8 8 -10 10 11 12 14 -15 -16 16 17 18 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00096580343260175075 -0.10077217976805297 0.042319025213793326 0.044191601456516683 0.025393215551980038 -0.10149198927262799 -0.035600824317323317 0.079594525104223546 -0.10019502708078024 0.061098882510222191 -0.071388631646231701 0.036114876452134181 -0.087045978419083112 -0.10019704584412861 -0.0010009771470638133 -0.051341044230531423 0.08469786002083031 0.040630954040414641 -0.059061678637960129 -0.10023968003671267 0.10000876746297012 0.0067231346269169059 0.030086446743223874 -0.10165769062436064 -0.0052255723054020244 -0.10101492477390966 0.053822008464472687 0.060547926882176833 -0.085738085370931916 0.062835128917144933 0.055861831461909817
leaf_weight=3.9408899367973964 0.022710620391961811 0.09613669961618132 0.042769765606053056 0.044142981091795264 0.031378154169715011 0.046671810354627752 0.022693918697768822 0.019765644057088139 0.010629072741664913 0.022076622178246907 0.086142339116122457 0.041263468553998095 0.0057202675184273013 0.046834180726762042 0.027459480340623954 0.014406204884835405 0.049359600936440984 0.024280286144843927 0.0089159105068364886 0.010621509485730263 0.13057545945932833 0.024673263388137912 0.025470672826083063 0.29221583624870195 0.025906711586963449 0.092887690734634987 0.060981181896323733 0.040095961361657828 0.060747703382730833 0.02083832211792469
leaf_count=1329 14 33 19 21 43 44 9 60 13 11 34 67 26 26 88 7 25 26 86 4 459 15 29 250 50 46 39 11 13 3
internal_value=-7.24779e-05 0.000808417 -0.00566742 -0.02154 -0.0125409 -0.0399506 0.016417 -0.00281821 -0.0437903 0.00125674 -0.0026699 0.00073484 -0.00774432 -0.041303 0.00315144 0.009287 0.0119167 0.00723068 -0.00222281 0.00305834 -0.00359146 -0.0128842 -6.67281e-05 -0.0129571 0.00089856 0.025271 0.0125556 -0.00727399 0.021994 -0.0310813
internal_weight=5.38926 4.65617 0.733091 0.222665 0.199955 0.102723 0.0972316 0.0745377 0.0303947 0.510425 0.467655 0.445579 0.359436 0.0880976 0.271339 0.243879 0.238159 0.223753 0.174393 0.165477 0.154856 0.0713451 4.56003 0.317687 4.24235 0.301458 0.20857 0.147589 0.107493 0.046745
internal_count=2900 1803 1097 219 205 102 103 94 73 878 859 848 814 93 721 633 607 600 575 489 485 59 1770 279 1491 162 116 77 66 53
is_linear=0
shrinkage=0.1


Tree=586
num_leaves=31
num_cat=0
split_feature=0 1 0 2 1 4 3 4 3 4 4 4 2 2 3 2 3 3 3 1 0 1 1 1 1 4 0 4 4 0
split_gain=0.00236702 0.00845155 0.0064986 0.0120251 0.00739248 0.00658425 0.00845356 0.00371782 0.0135607 0.011117 0.0177176 0.0137416 0.0162367 0.00946758 0.0168719 0.00890098 0.00770283 0.00724729 0.00655495 0.00856841 0.00602421 0.00422698 0.0446373 0.0266568 0.0329061 0.0119987 0.0233601 0.0193109 0.0182409 0.0187344
threshold=105.98708487665002 82.011415269350024 108.95245419455001 -0.044409999999999998 90.988176966900014 44.710446918150005 -0.16319499999999998 48.852845034800005 -1.0000000180025095e-35 44.527357125550004 44.758188263300006 44.086690780350004 -0.095714999999999995 -0.15895000000000001 0.085715000000000027 -0.23378499999999999 0.083415000000000031 0.080375000000000016 -0.23472499999999999 68.579878449600017 71.340924949550015 62.095317438950012 62.079186690200011 62.132955852800002 62.154463517850012 43.19689381845 96.249489528150022 42.448133449100006 42.34047585750001 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=7 -2 3 -3 5 6 -4 9 20 11 -11 21 -13 -10 -15 18 17 -17 -12 -20 -9 22 -1 -23 -25 27 -27 28 29 -26
right_child=1 2 4 -5 -6 -7 -8 8 13 10 15 12 -14 14 -16 16 -18 -19 19 -21 -22 23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.0006509859175187439 -0.076382010568180919 -0.10023374603115476 0.036005233149693547 0.031688709635999034 -0.042140881131508892 0.052311174504484387 -0.10011154462015229 0.013101598969533501 0.075299832658042576 -0.10139613711342439 -0.083421510502374216 0.088067659666824186 -0.0073326065006748117 -0.10034371308703693 0.070763509238958508 -0.0062993429695022696 -0.039342918082135525 0.052972992821479305 0.049074389182049066 -0.054810667120047632 -0.033400480121003023 0.032554471725732274 -0.061152266939928417 -0.071605249212320185 0.052237919890005736 0.047328145500069384 -0.034123543738609909 -0.020678900659129168 0.045321987151949024 -0.00071679046927883153
leaf_weight=1.5486478912724537 0.018340889240918007 0.016208151644696356 0.01124617102731662 0.012043911318642131 0.019093717071330778 0.040219805117895469 0.0076774243539280756 0.064182453650573734 0.046135871474689338 0.02545673496973222 0.024320808546936412 0.038717554599709381 0.033084805936937189 0.010093566938607412 0.013430760067421943 0.046765061393188034 0.029823306742400746 0.036910328575231688 0.012813277295122383 0.020873267128790118 0.049223911914538121 0.26496256614211722 0.12640095601705059 0.06382165840477716 0.069100132787232815 0.13369915479024275 0.047798889577279624 0.40833013764683901 0.097367914371716213 2.0144373236384108
leaf_count=603 35 72 22 21 295 34 70 18 24 31 49 23 25 89 4 47 30 12 15 37 32 39 31 12 63 73 32 144 22 896
internal_value=-7.56899e-05 -0.0136844 -0.0028858 -0.0439949 0.011959 0.0294245 -0.0192182 0.000249347 0.0142483 -0.000258799 -0.0235478 0.000687697 0.0441095 0.048975 -0.00265335 -0.0119927 0.00429367 0.0198465 -0.0438591 -0.0152961 -0.00708258 3.46976e-05 -0.00401275 0.00222203 -0.000613321 0.00102192 0.0258772 -0.000720364 0.00301647 0.00103944
internal_weight=5.35123 0.12483 0.106489 0.0282521 0.0782371 0.0591434 0.0189236 5.2264 0.183067 5.04333 0.196963 4.84637 0.0718024 0.0696602 0.0235243 0.171506 0.113499 0.0836754 0.0580074 0.0336865 0.113406 4.77457 1.67505 3.09952 2.83456 2.77073 0.181498 2.58924 2.18091 2.08354
internal_count=2900 549 514 93 421 126 92 2351 167 2184 221 1963 48 117 93 190 89 59 101 52 50 1915 634 1281 1242 1230 105 1125 981 959
is_linear=0
shrinkage=0.1


Tree=587
num_leaves=31
num_cat=0
split_feature=0 3 4 3 3 4 3 1 2 3 3 4 4 0 1 3 3 0 1 4 1 1 2 3 3 2 1 1 1 0
split_gain=0.00224333 0.00861232 0.0142172 0.00356069 0.00597128 0.0132506 0.00686231 0.00554587 0.00531317 0.00448725 0.00763251 0.0135644 0.0189337 0.0126822 0.0142092 0.00756832 0.0110602 0.00699567 0.0043799 0.0239614 0.0142924 0.0191893 0.0144988 0.00524196 0.0077276 0.00547101 0.00522929 0.00677016 0.00593994 0.0323514
threshold=71.144667506050013 -0.15959999999999999 44.921040431000009 -0.54481999999999997 -0.25765499999999997 39.530201452500002 -0.25276999999999999 61.998532946250002 -0.13820499999999999 -0.2485 -0.15684499999999998 40.305698932850007 41.289992964000007 86.001087134900004 66.499011856650014 -0.21013499999999999 -0.22831499999999999 93.577162146500015 61.614083433650009 35.131296350900008 57.960468834350003 56.981870074850008 -0.016334999999999999 -0.12530999999999998 -0.10585499999999999 -0.036264999999999999 61.767325547050007 61.86411003975001 61.923256118600001 85.613949164150014
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -6 -7 -5 -8 11 17 -13 -14 -15 16 -16 -11 19 -12 21 -21 -22 -20 25 -25 -26 -28 -29 -30
right_child=3 2 -4 4 6 7 9 -9 -10 10 18 12 13 14 15 -17 -18 -19 23 20 22 -23 -24 24 26 -27 27 28 29 -31
leaf_value=-0.10050219782151132 0.027785023836425005 -0.10040006662745267 0.088543870962433796 -0.028189535941522938 0.043905516507691755 -0.087040865018026478 -0.023879073055287831 -0.022372151692516776 0.036174796523363355 -0.10044535850373759 0.081695195666180068 0.082557493601537912 0.05287051789708689 -0.078448415139537014 -0.026054747956108473 -0.032598117509463044 0.080974225289237284 -0.0019471577209859967 -0.037893168364544733 -0.06865441497602269 -0.083840488304576979 0.038859878924652598 -0.00054236161058654139 0.060967263244230054 0.027093905370506446 0.0051424917201201995 -0.027573923492447444 0.015523142624306561 -0.070915218271989489 0.00033543636650045275
leaf_weight=0.010349083227465306 0.045969899984824703 0.0064936910812197759 0.010297954509120189 0.0208205102823662 0.035873767170839232 0.030137182171254828 0.07740176167234647 0.023681758623027349 0.033397781274698946 0.012563768345442372 0.022455879743610185 0.048689383396776975 0.044961376324408775 0.023779116110745235 0.016017878041992617 0.023856778220391561 0.024306832904471776 0.016923247065619762 0.035883529253249224 0.024601324756773124 0.059900019962753959 0.05104609816021366 0.03209072669941726 0.035540792519995534 0.06994898122502835 0.034691545041480754 0.090236744420046366 0.23614791347063135 0.064744193932260496 4.0513026481769874
leaf_count=76 40 47 10 34 19 17 35 50 35 13 19 16 10 8 43 26 18 36 42 40 41 22 20 25 11 20 23 42 119 1943
internal_value=-7.20155e-05 -0.0287484 0.0154752 7.51949e-05 -0.000167854 -0.023434 0.000321845 -0.0585849 0.0114581 1.50994e-05 0.000383539 0.0189942 0.0292084 0.00966655 -0.0124173 0.0120471 0.0384599 -0.0439151 -0.000433474 -0.0153096 -0.0283038 0.00389512 -0.0547822 0.000178815 0.000476933 0.0333924 -3.53753e-05 -0.000462543 9.95735e-05 -0.000785315
internal_weight=5.31411 0.0271407 0.0167916 5.28697 5.241 0.108037 5.13296 0.0538189 0.0542183 5.09709 5.01969 0.211098 0.181611 0.132922 0.0879606 0.0641815 0.0403247 0.029487 4.80859 0.190094 0.167638 0.0756474 0.0919907 4.6185 4.58261 0.0702323 4.51238 4.44243 4.35219 4.11605
internal_count=2900 133 57 2767 2727 136 2591 67 69 2572 2537 170 121 105 95 87 61 49 2367 142 123 62 61 2225 2183 45 2138 2127 2104 2062
is_linear=0
shrinkage=0.1


Tree=588
num_leaves=31
num_cat=0
split_feature=1 1 3 0 3 3 1 0 1 1 1 0 1 3 0 0 0 1 3 2 1 3 0 3 4 0 1 1 1 4
split_gain=0.00238803 0.0084314 0.0100178 0.0195816 0.0330708 0.0142723 0.015689 0.0338333 0.0181957 0.0135661 0.0223944 0.0239393 0.0134765 0.0231344 0.0192649 0.0125065 0.0101247 0.0240803 0.0206161 0.0245592 0.0158931 0.0145881 0.0129849 0.0103935 0.0107253 0.00872928 0.00795008 0.0265087 0.0263081 0.0193794
threshold=69.873026810350026 70.085415002650009 0.087530000000000011 95.429509798400019 -0.089509999999999992 0.088165000000000021 71.225321249950014 96.249489528150022 72.187789260650007 70.865067860500019 70.182199495350019 94.776214472700005 76.763544998700013 0.10818500000000002 97.483491810050012 97.671683879200017 98.327667663000014 78.349735295650007 0.076080000000000023 -0.083330000000000001 78.433077497700012 0.080960000000000018 97.013011637200023 0.084535000000000013 42.207998345450008 99.642323688800005 66.318885161900013 65.727424373200009 66.697957758300021 40.712530798250008
decision_type=2 2 2 2 2 2 2 2 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 -3 -4 9 -8 -9 10 -7 -12 13 14 -10 -14 18 -18 22 -20 -19 -22 -5 -23 -25 -17 27 -1 -28 -30
right_child=1 2 5 16 -6 6 7 8 12 -11 11 -13 15 -15 -16 25 17 20 19 -21 21 23 -24 24 -26 -27 28 -29 29 -31
leaf_value=0.00061582724507825706 -0.037073466242524479 0.008408996544785113 0.048265333640018865 -0.054751864577724532 -0.10083597258133088 0.046076369541274885 -0.1003124372453702 0.079034656278102633 0.01075410161159171 0.06099853272468593 -0.10098673187751435 0.022190311286177714 0.088695707210348307 0.024845120636882725 -0.075592557613609543 -0.057995996233266678 -0.092842866452739786 0.093729714080332621 0.00011684108672009293 0.077403201663657731 0.004317020375906251 -0.096704486480995375 0.01625879360911394 -0.0788523498885213 0.020015508977615393 0.0090722260687557173 0.053370741854210313 -0.069133788843814284 0.015839615048870551 -0.03004237756992071
leaf_weight=3.1526170842585755 0.07086570738101694 0.052707989417626777 0.072335473236021297 0.05964842068817694 0.058427896827056958 0.068428057871642523 0.036582894479394668 0.02711433255171869 0.036440948638301052 0.069647011958295479 0.030121218539667538 0.033134263991541957 0.018419148749671876 0.060472576054053206 0.088814156458639104 0.021250677389481609 0.035796568231599935 0.015231186873279512 0.098672110230836552 0.070487182592842146 0.17358559836302495 0.028036624656707143 0.045313013955592396 0.018243113742919592 0.027530437066889957 0.22360993140862617 0.12203769711777557 0.055446780712259058 0.27610278132169697 0.13810171459499898
leaf_count=1074 24 54 37 31 114 15 72 8 15 14 37 15 5 35 58 19 88 4 32 24 403 62 23 56 35 319 34 33 77 83
internal_value=-6.94058e-05 -0.00338289 -0.00175879 -0.0106121 -0.0490248 0.0059384 0.00165046 -0.00763834 -0.000517712 0.0253051 0.00642702 -0.0364646 -0.00532166 -0.0259485 -0.0504714 0.00922929 -0.00315587 -0.0159009 0.0107191 0.0323214 -0.0054136 -0.0115175 -0.0240958 -0.0487567 -0.0193884 0.00325159 0.00129421 -0.000589695 0.0125647 0.000541901
internal_weight=5.28522 1.54092 1.47005 0.68368 0.111136 0.786371 0.714035 0.512705 0.476122 0.201331 0.131684 0.0632555 0.449007 0.185728 0.125255 0.26328 0.572544 0.298424 0.274121 0.169159 0.262627 0.247396 0.104961 0.0738102 0.0457736 0.244861 3.74431 3.20806 0.536242 0.414204
internal_count=2900 1599 1575 926 168 649 612 531 459 81 67 52 451 108 73 343 758 648 110 56 560 556 54 153 91 338 1301 1107 194 160
is_linear=0
shrinkage=0.1


Tree=589
num_leaves=31
num_cat=0
split_feature=0 1 0 2 4 4 4 4 2 4 4 3 2 3 1 0 3 4 0 0 1 3 3 3 1 3 3 3 4 1
split_gain=0.00223991 0.0059023 0.004371 0.00557531 0.0121081 0.00299872 0.0151264 0.00857925 0.0201753 0.00748876 0.0100853 0.0133447 0.0133261 0.0105118 0.00765964 0.0213669 0.0188317 0.0270535 0.0133574 0.0275791 0.0123915 0.0122263 0.00940262 0.0168593 0.00756393 0.0127126 0.0110451 0.00618017 0.00586176 0.00581601
threshold=112.07913100025002 85.804829691400016 122.45926784190002 -0.088329999999999992 46.177190236600005 43.19689381845 43.245737185650007 43.104429861650011 -0.079824999999999993 43.411469133450005 43.542456167850005 0.089580000000000021 -0.24103499999999997 0.085880000000000026 71.52105164435001 86.280686780500005 0.082325000000000023 48.008184682100008 90.437043050150024 91.410264893400026 73.865387134100004 -0.23958499999999999 0.075065000000000021 0.079095000000000013 62.132955852800002 0.092290000000000025 0.095645000000000022 0.079785000000000009 43.022303514600004 80.677940036650014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 7 -7 28 -9 -8 -11 12 -12 14 15 16 17 -14 -17 -20 -16 -19 29 -24 -13 -26 -27 -25 -1 -22
right_child=1 2 -4 -5 -6 6 9 8 -10 10 11 24 13 -15 20 18 -18 21 19 -21 22 -23 23 27 25 26 -28 -29 -30 -31
leaf_value=-0.0010019513796089546 -0.10039821295911938 0.060436003511073436 -0.10011514632813656 0.061494893953830801 -0.10031261096293005 0.065891643070287664 -0.026114880600465282 -0.10103320105834296 0.021676956683427683 0.050060173291490866 -0.10046813084850977 0.072712969321401907 -0.074203842426794384 -0.042086475989481259 0.080363437617896091 -0.10091905991885966 0.049212492476273892 -0.0145381089995954 0.093354725613031972 -0.080726102701067587 0.0096270057211664452 0.044085371537785453 -0.10029170838582578 0.067495411582974632 0.058573813838834303 0.027620640859417483 -0.08640223033855704 -0.013440471173999095 0.023871943216407236 0.073230329002048622
leaf_weight=4.2113903599423592 0.0079831620156356406 0.008728946046618502 0.0042553155079052057 0.011934618999622004 0.010116243438750061 0.039647795493692572 0.081493141600404329 0.027248614052744813 0.026360356860809619 0.04818786048664947 0.013812362218313279 0.0358246799405606 0.047457858591723578 0.055889225656497121 0.029762746197178558 0.032275660057393907 0.07929972239799099 0.075896103920968017 0.014804661404923536 0.023621412956913446 0.034104558660089879 0.06696431987802498 0.018132723142016971 0.014677211770276699 0.034767277133560981 0.01760292513006334 0.016419996363879363 0.026412153988871978 0.096921871087372824 0.024854326806234894
leaf_count=1811 23 81 129 67 27 11 42 24 16 29 98 13 50 38 16 15 15 21 6 60 37 24 91 11 16 17 23 42 32 15
internal_value=-7.5948e-05 -0.0228006 -0.00511908 0.00801415 -0.0258551 0.000112271 0.00561433 -0.000937086 -0.0406947 0.00259782 0.00588988 0.00267748 -0.00346761 -0.00100542 0.00369693 -0.0045612 0.00827001 -0.00878946 -0.0534924 -0.0136569 0.0226934 0.012941 0.00816973 -0.0199741 0.0354524 0.0160478 -0.0274086 0.01547 -0.000442376 0.0364392
internal_weight=5.23685 0.0430183 0.0350351 0.0307798 0.0188452 5.19383 0.831909 4.36192 0.053609 0.792261 0.710768 0.66258 0.557965 0.544153 0.488263 0.34032 0.269618 0.190318 0.0707017 0.0384261 0.147944 0.14286 0.118181 0.0592221 0.104615 0.0687902 0.0340229 0.0410894 4.30831 0.0589589
internal_count=2900 327 304 175 108 2573 690 1883 40 679 637 608 539 441 403 191 110 95 81 66 212 45 196 144 69 56 40 53 1843 52
is_linear=0
shrinkage=0.1


Tree=590
num_leaves=31
num_cat=0
split_feature=2 2 3 3 2 2 0 0 4 3 3 4 2 4 2 1 2 2 3 3 2 1 4 4 2 4 1 4 2 2
split_gain=0.00237242 0.00422033 0.013678 0.00387715 0.00318197 0.00868309 0.00824139 0.00697528 0.00561691 0.00556584 0.0224401 0.0123038 0.00526586 0.0223375 0.00579277 0.0092182 0.00799737 0.0104772 0.0141052 0.00882328 0.00611876 0.0143196 0.00616719 0.0107385 0.00588007 0.0148357 0.0197772 0.0270732 0.0190924 0.0388367
threshold=0.68694500000000025 0.27148500000000009 0.094415000000000013 0.076825000000000018 0.20327000000000003 0.15675000000000003 88.232507383150008 89.99344745865001 41.061442884200012 0.12746000000000005 0.23821500000000004 40.259171735100004 0.11529000000000002 41.43512228960001 0.072320000000000023 66.697957758300021 0.048530000000000011 -1.0000000180025095e-35 -0.04931 0.090640000000000012 0.06041500000000001 71.429644067900014 40.922041107600009 48.852845034800005 -0.062629999999999991 41.028010303750008 75.085947125300024 40.166811829450005 -0.058529999999999992 -0.031989999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 9 -7 -6 -9 12 -11 -12 14 -14 16 -16 17 24 -19 -20 21 22 -18 -24 -1 26 -26 -28 -27 -30
right_child=-2 2 -4 -5 7 6 -8 8 -10 10 11 -13 13 -15 15 -17 20 18 19 -21 -22 -23 23 -25 25 28 27 -29 29 -31
leaf_value=-0.00075943960142484156 0.025215896913010762 -0.0335345137771886 0.026614021248304327 -0.10071247702564337 0.053498618821657254 -0.058169232086474856 0.0019106537020316075 -0.01483742306382353 0.03911253463989859 -0.089225601588445225 -0.030526092568084723 0.030465846928790691 0.094457724781046859 -0.044870431175614317 0.019800574068957143 -0.078358609385549269 0.098302140964884044 0.031327187138205766 -0.10073654327349718 -0.025120648518651503 0.073296074083544147 -0.10025195636457358 -0.10025956161286625 0.10017596890000542 0.027389206627307618 0.052144014526153561 -0.08125962054923544 0.029297408087314 -0.063927337716225135 0.0095425326948346545
leaf_weight=3.5883797804432747 0.036830005284115397 0.016652292007739766 0.027289061930509284 0.017747782748144925 0.03524677348116223 0.050064750867704788 0.041974065069338873 0.064885202073463377 0.027467479520199234 0.034745454379527363 0.063855657721994752 0.068613161561685843 0.026612762516417976 0.020272146181444128 0.01634872395206155 0.023064286826809166 0.012222877368913324 0.023806837332036146 0.028062771848014312 0.034283221668210073 0.02639013646330568 0.0088077523878653946 0.0056599337332015054 0.0050649615004658699 0.44789226844579855 0.047005727258465413 0.04299153390671262 0.045689269670219801 0.11065988960842787 0.20567399371481443
leaf_count=1797 44 41 28 30 21 26 29 53 25 31 36 40 16 81 13 39 5 36 55 27 22 38 42 1 115 11 34 10 49 105
internal_value=-7.43389e-05 -0.000254591 -0.0262539 -0.0681932 5.95403e-05 -0.000340137 -0.03077 0.0156525 0.00120834 0.000233065 -0.0176964 0.00106511 0.000868397 0.0342149 0.000533756 -0.0376417 0.000858543 0.000390107 -0.0341528 -0.0591564 0.0377115 0.00813923 0.0497416 -0.00560146 0.00105316 0.00828085 0.0188465 -0.0242995 -0.00732228 -0.0161587
internal_weight=5.20426 5.16743 0.0616891 0.0344001 5.10574 4.97814 0.0920388 0.127599 0.0923527 4.8861 0.167214 0.132469 4.71889 0.0468849 4.672 0.039413 4.63259 4.57445 0.0861528 0.062346 0.0581457 0.0317555 0.0229478 0.0107249 4.48829 0.899913 0.536573 0.0886808 0.36334 0.316334
internal_count=2900 2856 99 71 2757 2658 55 99 78 2603 107 76 2496 97 2399 52 2347 2239 118 82 108 86 48 43 2121 324 159 44 165 154
is_linear=0
shrinkage=0.1


Tree=591
num_leaves=31
num_cat=0
split_feature=2 4 3 3 3 2 2 3 2 4 4 1 1 0 1 2 3 3 1 3 0 4 2 0 0 4 2 4 1 0
split_gain=0.00245159 0.0163345 0.0112519 0.022303 0.0189042 0.0354881 0.0126825 0.0218848 0.0132325 0.0114576 0.0257775 0.00962304 0.0285059 0.0132972 0.0108109 0.0133214 0.0134889 0.00942632 0.00881572 0.0126855 0.00871657 0.0125743 0.00920856 0.00870473 0.0168097 0.00957927 0.00783552 0.030034 0.0236679 0.0319947
threshold=-0.11808 35.131296350900008 0.083185000000000023 0.080515000000000017 0.088565000000000019 -0.14581999999999998 -0.16297999999999999 0.098200000000000023 -0.26820499999999997 43.245737185650007 39.852039223600009 62.245871094250013 58.549241164900003 90.837623311600012 72.026481772850005 -0.15895000000000001 0.074640000000000026 0.072890000000000024 64.221887820150016 0.10818500000000002 105.98708487665002 46.177190236600005 -0.22866 99.744485097750015 94.480484078350017 41.43512228960001 -0.088099999999999998 35.461062230100005 66.318885161900013 91.144107538500023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 5 9 8 -8 18 10 -4 12 -3 17 -15 20 -17 -13 -6 23 22 -22 -16 24 -20 -26 27 -2 -29 -30
right_child=26 2 4 -5 6 -7 7 -9 -10 -11 -12 13 -14 14 15 16 -18 -19 19 -21 21 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.057584437112916914 0.064287367453063557 0.012136678719578502 -0.038229472911073883 -0.069355993774064609 -0.035957744539072731 0.077731740025809321 -0.059168610697258851 0.0086591470990366303 0.051976063958538855 -0.038293028191207196 0.0642069470420676 0.016580647583468396 -0.060413583712594136 -0.057769113909921857 0.0086469077239075785 0.021459183627345377 -0.10036153180080201 0.079855547496639451 0.021439882602579254 0.070124862281326125 0.053896381258158821 -0.10026386814121811 0.081958096072188125 0.040245076772222645 -0.10058284797347028 -0.0089367040081913731 0.0012104620205132107 -0.027238054040197468 0.080412311332959507 -0.0058758371701671227
leaf_weight=0.042237482280077399 0.052355328616537133 0.15386399080422591 0.04186514500108518 0.049558914348048322 0.045943424013898948 0.11217850469711266 0.077067896134380476 0.12428063444519211 0.073628412457971137 0.0460187844417419 0.059450499173284044 0.054413390732209965 0.083573601019139687 0.02958966948978059 0.032474218483912409 0.017543962821719106 0.018861333123240343 0.041500766274111811 0.057216045220684464 0.032049705994779742 0.010205397325167453 0.010987495081792531 0.036270196193072479 0.039830385033610805 0.025553170435671291 0.020599461897290894 2.8978457045479082 0.52391023806845283 0.049852333613671362 0.31130687191223916
leaf_count=132 37 112 30 41 25 23 37 33 30 18 19 38 49 68 54 39 96 10 23 24 58 27 18 45 31 11 1440 141 13 178
internal_value=-7.49757e-05 0.00361279 0.00560952 -0.00543115 0.0134821 0.0353519 0.00204349 -0.0173025 0.0152559 0.00308451 0.0218787 0.00104372 -0.0133997 0.0146607 -0.00336056 0.00938203 -0.0416553 0.0439588 0.00303284 0.0132547 0.0300412 -0.0260283 0.0473266 0.000526402 -0.0147781 -0.0596781 -0.00136033 -0.00930737 -0.0136608 0.00603488
internal_weight=5.17203 1.33676 1.29453 0.538843 0.755682 0.259513 0.496169 0.201349 0.294821 0.147334 0.101316 0.489284 0.237438 0.251846 0.155932 0.126343 0.0364053 0.0959142 0.221192 0.175249 0.0899373 0.0211929 0.0687444 0.143199 0.103369 0.0461526 3.83527 0.937425 0.885069 0.361159
internal_count=2900 1091 959 610 349 90 259 70 189 67 49 569 161 408 360 292 135 48 159 134 157 85 72 110 65 42 1809 369 332 191
is_linear=0
shrinkage=0.1


Tree=592
num_leaves=31
num_cat=0
split_feature=1 4 4 2 0 3 2 1 0 2 4 2 2 1 3 0 2 2 4 3 3 2 2 1 2 1 0 4 2 1
split_gain=0.00253447 0.00761858 0.0221144 0.0124625 0.0115926 0.0133984 0.00987381 0.0237932 0.0206787 0.0199137 0.0172934 0.0143335 0.0360897 0.0104833 0.0173876 0.00992826 0.0486947 0.0220307 0.0295444 0.0404761 0.0217013 0.0164683 0.00887326 0.0141359 0.0149431 0.0131085 0.00838767 0.0117453 0.00817952 0.0078623
threshold=69.873026810350026 37.064694648750013 34.997818021800008 0.15973500000000004 93.776108048200015 -0.16319499999999998 -0.079824999999999993 70.96454081135002 95.502098167950024 -0.08459499999999999 42.467547400400008 -0.069554999999999992 -0.058529999999999992 72.953999827850012 0.10611500000000003 97.483491810050012 -0.096499999999999989 -0.101965 39.468990633150007 0.090720000000000023 0.076580000000000023 -0.093604999999999994 -0.030145000000000002 76.763544998700013 0.06041500000000001 81.188747081400024 102.65877371115 41.134354310300004 -0.103615 75.28220456885002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -3 9 -8 -9 15 -11 -10 -13 -14 22 16 17 18 -6 20 -20 28 -15 -24 26 -26 -25 -28 29 -17
right_child=1 4 -4 -5 6 -7 7 8 11 10 -12 12 13 14 -16 21 -18 -19 19 -21 -22 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=0.0013419504494860829 0.041027603973331474 0.022662749291273238 -0.072008411588793064 -0.10020754932345342 -0.10111289335762677 -0.086423821172956397 0.05250856388012265 -0.1004356465563401 0.042747285319744477 -0.083566159827979367 0.012129556134837918 -0.10099326076620441 0.062982899893482588 0.032046142862375913 -0.063640319792311439 -0.045849928691546679 -0.10076689097455938 0.053101551186945831 0.010121666602174909 0.071892612101519635 -0.10064949343320145 0.040874169829918837 -0.10032087021904411 -0.10056835895155239 0.059265758192652375 -0.014567845750791113 0.094718578522945837 -0.070818272960705281 -0.062556257959578643 0.0075526535243519771
leaf_weight=3.6628043272954569 0.041553910772041729 0.017166817759374453 0.056619957511104532 0.0073532380594485058 0.032132288841069112 0.03271840859546804 0.10770036262238358 0.019529237262681409 0.080818753589312564 0.058198946046601918 0.027954547903036087 0.034563188346327323 0.029871454661474672 0.10649649583729115 0.03661810403242538 0.031584087942545608 0.054284468583771228 0.066425437205907656 0.036737178341098797 0.053723329047898005 0.034105091627949946 0.11400585908466587 0.01430582679950021 0.017485744785517454 0.051322916072422231 0.045243890251566943 0.0072651708212267954 0.010453446569115177 0.022225160652995318 0.2168824313096408
leaf_count=1301 126 14 120 49 20 67 45 22 38 45 19 31 19 32 46 42 49 16 39 21 42 55 23 13 33 109 17 40 32 375
internal_value=-6.41834e-05 -0.00357898 -0.0294626 0.0197928 -0.00157031 -0.0488843 0.000231511 0.0102523 0.000227454 -0.00729051 -0.0525154 0.00475248 -0.00393097 0.00658352 0.000757856 -0.00140582 -0.0158261 0.00483946 -0.0156192 0.00643429 -0.0432061 0.00899273 0.0100943 -0.00590954 0.00434029 0.0246729 -0.0514329 -0.00294314 -0.00443461 0.000764327
internal_weight=5.12815 1.46535 0.105527 0.0489071 1.35982 0.0498852 1.30993 0.561675 0.453974 0.748259 0.0861535 0.434445 0.353626 0.319063 0.289192 0.662105 0.277408 0.223123 0.156698 0.124566 0.0708423 0.384698 0.252573 0.146077 0.131771 0.0965668 0.0352044 0.0177186 0.270692 0.248467
internal_count=2900 1599 295 175 1304 81 1223 468 423 755 64 401 363 332 313 691 187 138 122 102 81 504 267 235 212 142 70 57 449 417
is_linear=0
shrinkage=0.1


Tree=593
num_leaves=31
num_cat=0
split_feature=0 0 2 0 3 1 1 4 4 0 1 1 0 2 4 1 0 2 2 2 1 4 1 2 0 3 3 2 2 4
split_gain=0.00227265 0.0125796 0.0315149 0.010138 0.00805139 0.0187589 0.0234604 0.0222735 0.0207411 0.0184081 0.0152079 0.0149079 0.0272437 0.0278085 0.0161287 0.0534921 0.0154338 0.014695 0.0270891 0.0401975 0.0239306 0.035849 0.0150029 0.0314561 0.0141602 0.0139412 0.0180848 0.013716 0.0126435 0.0123682
threshold=93.972365491700018 94.614906984850009 -0.14739999999999998 93.867515624600017 0.080515000000000017 61.971648364950006 61.944763783650011 43.542456167850005 41.261521012900012 92.313586825200005 62.057679025150001 67.171126389250006 90.337570099350003 -0.053019999999999991 38.592454371550012 63.910026677050006 92.031298721500022 -0.12835499999999997 -0.088099999999999998 -0.085734999999999992 61.923256118600001 43.19689381845 62.116825104000007 -0.15009499999999998 87.568458224950021 0.088395000000000015 0.096995000000000012 -0.23361999999999997 -0.10518999999999999 42.428475018400007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 -1 8 9 10 -7 12 14 -14 25 17 -13 22 20 -20 -19 -22 23 -16 -12 -6 -27 -9 -18 -21
right_child=1 -3 -4 -5 11 7 -8 27 -10 -11 24 16 13 -15 15 -17 28 18 19 29 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0017874899681963486 0.05664765526600362 -0.001159858336324741 -0.081604702393999196 0.038099795386938362 -0.015811182980502072 0.0440083515730606 -0.095413669530270154 0.022411688446026024 0.052156862479735701 0.055290356090404197 -0.070942370901274532 -0.06348485358743361 0.073984006239231806 -0.014943277587003726 -0.010421001743758429 -0.07480362397919546 0.018117549512411547 0.0058994782399877724 0.052037662869582668 -0.011421367724962576 -0.070553242240674816 0.0077209990342580817 -0.012439614406980541 0.075588757687736874 -0.0023815414346381766 0.070703845443745902 0.012077147281327465 -0.069374081094278534 -0.032538176703127218 0.010011975439486663
leaf_weight=0.23815785959281399 0.023123241632916347 1.240016151946046 0.057460536159812281 0.072911593575156419 0.088074591373243805 0.047603470588974517 0.030151753623613331 0.026821389712249122 0.20065364804560026 0.066456645874495734 0.041073252955681538 0.073377641570811281 0.096105764896492474 0.055455729288681144 0.076209824987358843 0.10565029778476276 0.089283317796116535 0.13904590489255753 0.14193737370669857 0.80150460476451002 0.18097269303405028 0.086467432116478449 0.092010077442864713 0.096192417884597314 0.11300600530682914 0.076957116023450567 0.16635771819710499 0.041428204595121088 0.10995451305103643 0.40541592902864743
leaf_count=267 40 1410 71 24 30 19 12 32 67 18 31 64 26 27 33 49 20 31 26 188 58 22 15 14 49 28 41 40 37 111
internal_value=-7.92371e-05 -0.0036479 -0.0419337 0.00117442 0.00044407 0.00928332 -0.0123089 0.0200709 0.0278414 0.00964573 -0.00539467 -0.00202687 0.00029871 0.0414459 -0.00223969 -0.00543905 -0.0242778 -0.00181069 -0.0051212 0.00169834 -0.0277508 -0.045246 0.0201667 0.0375684 -0.020658 0.0182798 0.03062 -0.0333032 -0.00983811 -0.00422171
internal_weight=5.07984 1.3206 0.0805838 3.75924 3.68633 0.805352 0.26831 0.537043 0.468793 0.268139 0.201683 2.88097 2.60836 0.151561 2.4568 2.12541 0.272615 2.01976 1.75534 1.34886 0.406486 0.26744 0.264412 0.172402 0.154079 0.331389 0.243315 0.0682496 0.199238 1.20692
internal_count=2900 1521 111 1379 1355 535 279 256 184 117 99 820 699 53 646 547 121 498 436 325 111 80 62 47 80 99 69 72 57 299
is_linear=0
shrinkage=0.1


Tree=594
num_leaves=31
num_cat=0
split_feature=3 3 3 2 4 2 4 1 0 1 4 2 3 0 3 2 4 3 2 2 2 2 2 4 2 2 4 2 0 4
split_gain=0.00238092 0.0161921 0.0116567 0.0173343 0.0086298 0.0157005 0.0314157 0.0165635 0.0190294 0.0202971 0.0169281 0.0150731 0.0149171 0.0188238 0.0202078 0.0145724 0.0135748 0.0238725 0.0133014 0.0318567 0.039641 0.0417955 0.0297387 0.0193756 0.0111267 0.0201317 0.0246816 0.010804 0.0101314 0.0100482
threshold=0.093295000000000031 0.093480000000000021 0.092290000000000025 -0.099224999999999994 39.852039223600009 -0.5169149999999999 40.12915366295001 61.82916008405001 90.837623311600012 80.677940036650014 41.028010303750008 -0.50001499999999999 0.10236000000000002 89.738043936200015 0.09721500000000001 -0.062629999999999991 41.134354310300004 0.10332500000000001 -0.083794999999999994 -0.065399999999999986 -0.058529999999999992 -0.033594999999999993 -0.092289999999999997 41.811877919650009 -0.13978499999999996 -0.075174999999999992 35.97706729810001 -0.10518999999999999 86.103248543850015 42.467547400400008
decision_type=2 2 2 2 2 2 2 2 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 11 -6 -7 -8 10 16 -9 -3 13 -13 27 -16 -10 -18 22 -20 -21 -22 -12 -23 -14 26 -26 -15 -27 -25
right_child=1 4 3 -5 5 6 7 8 9 -11 18 12 24 14 15 -17 17 -19 19 20 21 23 -24 29 25 28 -28 -29 -30 -31
leaf_value=-0.00075430299612141028 0.058188442617816839 -0.051057187647064364 0.018135915523968569 -0.086280677056452662 0.030102820454212482 -0.09238508666741535 -0.064453084641253211 0.037311369075150529 -0.090488974707327266 0.032338859070453398 -0.018828906968662847 0.07403135958804663 0.055318812231146736 0.088764851942801926 -0.10084441485102028 0.013018835147876114 -0.089114582561689637 0.024405932808200786 -0.081573979643500327 0.079781003827867833 -0.10125140477930844 -0.04834055354123476 0.060020588071603903 0.068891107111990424 0.013467729565310267 -0.026558985079011738 -0.10125522143307764 0.011614437258028174 0.023979603824699301 0.0047096728305928322
leaf_weight=3.3420955080890353 0.051626738028971997 0.036373510963185973 0.027019846660206182 0.038628353466375609 0.11720130528787531 0.04283728110688001 0.043825771887270548 0.13967418459651526 0.051271659201574948 0.038251996946389255 0.10114737889097114 0.081316689445515289 0.035174963551682425 0.03098227692876776 0.021458344701429932 0.023603394667333077 0.032229236261173355 0.043564302967979529 0.058352844873297505 0.050282952361214717 0.047587671936071052 0.04438466879594305 0.090747061905858351 0.041248916421693593 0.034654021759978393 0.052708822069689715 0.040869728158115237 0.043829299550116052 0.16030789670254761 0.05969426076575246
leaf_count=2064 11 42 21 35 69 20 22 34 20 50 34 26 17 18 23 22 38 32 15 13 20 13 16 21 26 10 35 32 73 28
internal_value=-7.51026e-05 0.00308726 -0.001574 -0.0433043 0.00126792 -0.00429152 -0.00884587 -0.00459709 -0.00131163 -0.0315234 0.00657712 0.0111956 0.0155095 0.036893 0.0117001 -0.0412027 -0.0507487 -0.0238657 -0.00212247 -0.0152197 0.00070128 -0.0199107 0.0184591 0.00672441 0.00221955 -0.0042536 -0.0486147 0.0435653 0.0114743 0.0309365
internal_weight=5.02295 1.61521 3.40774 0.0656482 1.56358 1.0023 0.8851 0.842263 0.798437 0.165317 0.63312 0.561279 0.524905 0.20119 0.119873 0.0450617 0.127065 0.0757935 0.493446 0.301551 0.243198 0.192916 0.191894 0.145328 0.323715 0.28854 0.0755237 0.0748116 0.213017 0.100943
internal_count=2900 780 2120 56 769 445 376 356 334 140 194 324 282 121 95 45 90 70 160 110 95 82 50 62 161 144 61 50 83 49
is_linear=0
shrinkage=0.1


Tree=595
num_leaves=31
num_cat=0
split_feature=4 2 2 4 4 4 4 4 1 2 4 0 2 1 4 4 3 2 4 0 0 1 0 1 1 1 0 0 1 0
split_gain=0.00239805 0.00966808 0.0149073 0.00805363 0.00559201 0.00315811 0.00521987 0.0047795 0.015448 0.0182397 0.0104485 0.0173004 0.0106958 0.00853704 0.00770682 0.00750237 0.0056906 0.00401825 0.00394962 0.00424527 0.0413441 0.0308091 0.0186942 0.0151791 0.040013 0.0169676 0.00982735 0.0119762 0.00800785 0.00856756
threshold=33.96174662340001 -0.22089 0.15973500000000004 31.796797363700005 34.542090938800008 35.131296350900008 35.461062230100005 37.020641110850008 69.64719632740001 -0.081169999999999992 37.858673296900008 93.972365491700018 -0.033594999999999993 71.381251821550009 36.372781240150012 38.052786106700005 -0.22125500000000001 -0.046474999999999995 38.175120519550006 90.337570099350003 90.662873533100012 65.004229136100022 86.458125017100016 67.649671936450019 66.697957758300021 68.321786469100019 92.464140480550014 93.262612545250008 69.873026810350026 93.776108048200015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -2 -6 -7 8 9 -8 11 17 16 -10 -15 -12 -13 -9 -17 21 -21 -20 -23 24 -22 -25 -27 -28 -29 -30
right_child=4 2 -4 -5 5 6 7 10 13 -11 15 12 -14 14 -16 18 -18 -19 19 20 23 22 -24 25 -26 26 27 28 29 -31
leaf_value=-0.10037686884956372 0.037894519366900005 -0.053545656678229449 -0.075967487778169959 0.053519596500436521 -0.025397791940660105 0.032992973047626863 -0.031244298559876295 0.071646028763256916 -0.10059400640757628 0.029408115837600741 -0.038166688252727114 0.011920233454562813 0.019850801677812963 -0.10038196204254871 0.027180086264360595 0.033375228300667047 -0.10031096071407503 0.030881965851889723 -0.00048838665606349286 0.072629851289341463 0.016154307523347657 -0.00077320938387027418 -0.090410396108795851 0.061082407220516589 -0.10097030721861162 0.056456523794317086 -0.07158385496005408 0.034045637857936302 -0.05578140204202682 0.0003495842503741362
leaf_weight=0.011938030179495907 0.039015275008217887 0.0088989851237548864 0.018841011699834251 0.03337711868859055 0.048912147182344934 0.04788451737201338 0.10051276475542181 0.049436259113917913 0.027725487806976368 0.097849831576297841 0.051811667921711435 0.0061583369863456019 0.030375766559245676 0.0071760717284100597 0.013930188722356907 0.035407577757535225 0.016959788021575273 0.047335024659333258 2.5747966534068829 0.083009863101423886 0.067945573254519442 0.036995574131800768 0.06269614604584639 0.04866250140298678 0.051107456628425751 0.031194878660641856 0.023174654547986395 0.069180634936401586 0.027822786912229724 1.2007081262009716
leaf_count=77 36 45 49 45 36 24 32 22 27 23 24 8 18 36 38 24 54 18 842 31 40 34 56 24 42 18 11 30 17 1119
internal_value=-8.14234e-05 -0.0180655 -0.0019876 0.0309827 0.000186826 -0.000115961 0.000141133 -0.000189212 -0.0137285 -0.00132521 0.000552096 0.0264789 -0.0191585 -0.0641128 -0.0161907 -0.000340532 -0.0704142 0.0517066 0.000113901 -0.000161437 0.00390813 -0.0026003 -0.0571461 0.000154611 -0.0341253 0.00306816 0.000980175 -0.000329989 0.000942469 -0.000921625
internal_weight=4.97084 0.0730551 0.0611171 0.0422761 4.89779 4.85877 4.80986 4.76197 0.247194 0.198363 4.51478 0.150265 0.0534939 0.0488317 0.0211063 4.36451 0.0231181 0.0967713 4.3127 4.27729 1.60281 2.67449 0.0996917 1.5198 0.119053 1.40074 1.35208 1.32089 1.29771 1.22853
internal_count=2900 216 139 90 2684 2648 2612 2588 156 55 2432 120 80 101 74 2312 62 40 2288 2264 1332 932 90 1301 82 1219 1195 1177 1166 1136
is_linear=0
shrinkage=0.1


Tree=596
num_leaves=31
num_cat=0
split_feature=0 0 3 1 0 4 4 2 2 3 3 4 4 1 0 0 3 1 1 4 4 0 1 3 2 3 4 3 2 1
split_gain=0.00238405 0.0104396 0.0207088 0.00800795 0.00549995 0.0122509 0.0321189 0.0213767 0.0369159 0.0337363 0.0164341 0.0123151 0.0229806 0.0257769 0.00946963 0.00682293 0.00629832 0.0153544 0.0211632 0.0188901 0.0177831 0.0137662 0.0125406 0.0124541 0.0119808 0.0108408 0.0156502 0.0207845 0.010444 0.0103248
threshold=98.201310130900012 97.32487278035002 0.088990000000000027 75.551050381850018 94.047642319350018 38.238138001450004 38.386256906100009 -0.079824999999999993 -0.096499999999999989 0.076825000000000018 0.090720000000000023 42.34047585750001 42.686561923500008 71.52105164435001 94.964406541850011 93.867515624600017 0.080515000000000017 61.971648364950006 61.944763783650011 43.542456167850005 41.261521012900012 92.313586825200005 62.057679025150001 -0.10778500000000001 -0.23361999999999997 -0.22588499999999997 38.052786106700005 1.0000000180025095e-35 -0.083135000000000001 67.171126389250006
decision_type=2 2 2 2 2 2 2 2 2 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 15 14 -7 8 11 -9 -11 -8 -13 -14 -6 16 17 18 25 20 21 22 -19 -24 -21 -1 -27 -28 -22 -18
right_child=-2 2 3 -5 5 6 7 9 -10 10 -12 12 13 -15 -16 -17 29 19 -20 24 28 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.017136903328151928 -0.0060005000543167965 0.060098254022077746 0.016028282078834038 -0.040643604741808809 -0.10043826186335464 0.082515477223948974 -0.049702651886104898 -0.055613758796798134 -0.10063682021220406 0.069300205390923561 -0.0032365467065402845 0.089494281563631733 -0.10046635595487255 0.022666847152567605 -0.02190122035215087 0.029506066284951771 7.238394129088885e-05 0.040497854546451828 -0.094206846760595611 0.020089075974323547 0.023272522444775772 0.049059072531278454 0.0060904684013197222 -0.052339924923337604 -0.066540107414136365 0.054219109617960171 -0.086649341935914476 0.014017922155978805 0.069735805333995413 -0.021088576121071151
leaf_weight=0.13399930082736455 0.59849247346684897 0.085647110242461966 0.063502247930557587 0.04105269987343263 0.023906934010624492 0.039048508529504034 0.048745448596946517 0.051655908002709694 0.059805191239824751 0.077199411892479475 0.05245846215734673 0.027601131005212665 0.024971533380721667 0.053266217289120732 0.042906709629903617 0.082256861556203265 2.5244648314164286 0.046749386837532825 0.027577431043937395 0.026769469566667148 0.08950454058970081 0.062966902963125904 0.08541801139612204 0.0636685429652043 0.039552640207602963 0.019763552238208915 0.049153934550127065 0.035195576841942966 0.10528519699855821 0.25375009842303775
leaf_count=129 1063 34 38 18 38 8 26 25 61 32 31 5 34 59 38 35 699 19 12 32 34 18 50 30 40 29 97 12 33 121
internal_value=-8.40321e-05 0.000732263 0.0236409 -0.0062235 -0.000318277 -0.0101364 -0.0040096 -0.012548 -0.0339227 0.0127258 0.0399525 -0.00811244 0.0110425 -0.0166342 -0.050003 0.00103233 0.000375127 0.00828074 -0.0112758 0.0182746 0.0255633 0.00838544 -0.0046923 -0.0188627 -0.0315741 -0.00167103 -0.0258779 -0.044645 0.0483862 -0.00186037
internal_weight=4.93634 4.33784 0.190202 0.104555 4.14764 0.501565 0.434752 0.395703 0.21439 0.181314 0.129658 0.154584 0.105839 0.0782378 0.0668136 3.64608 3.56382 0.785604 0.26569 0.519915 0.453593 0.258803 0.195836 0.149087 0.0663221 0.238112 0.104113 0.0843495 0.19479 2.77821
internal_count=2900 1837 90 56 1747 357 281 273 185 88 63 124 98 93 76 1390 1355 535 279 256 184 117 99 80 72 267 138 109 67 820
is_linear=0
shrinkage=0.1


Tree=597
num_leaves=31
num_cat=0
split_feature=3 3 3 2 0 0 3 1 1 4 4 1 2 2 3 3 1 2 1 4 0 0 4 4 3 2 2 0 3 2
split_gain=0.00254244 0.0148715 0.00963909 0.014746 0.00793626 0.0227354 0.0158936 0.0191035 0.0124721 0.0120757 0.0221964 0.0271581 0.0146928 0.0171992 0.0197704 0.0196487 0.0184219 0.0162161 0.0159782 0.0127903 0.012641 0.0209073 0.0118054 0.00982729 0.00878428 0.00760289 0.00704128 0.0209303 0.0197848 0.0190758
threshold=0.093295000000000031 0.093480000000000021 0.092290000000000025 -0.099224999999999994 86.530713386650021 86.866770652900016 0.094625000000000029 72.026481772850005 62.106071271500007 35.131296350900008 35.461062230100005 62.245871094250013 0.17273000000000005 -0.5331499999999999 0.10332500000000001 0.10611500000000003 65.848404989100018 -0.058529999999999992 71.666228383350017 41.840895355800008 99.744485097750015 98.327667663000014 34.997818021800008 37.064694648750013 0.096845000000000028 0.15973500000000004 -0.016334999999999999 89.057864029250013 0.077330000000000024 -0.022239999999999999
decision_type=2 2 2 2 2 2 2 2 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 -3 -6 7 -7 -8 22 -11 -12 13 18 17 -16 -17 23 -13 -20 21 -18 25 -15 -25 -10 29 28 -28 -1
right_child=1 4 3 -5 5 6 8 -9 9 10 11 12 -14 14 15 16 20 -19 19 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00030787676027136713 0.057335612494004019 -0.0078235522008553039 0.016456852010679118 -0.08332144346788406 0.052002547034098082 0.080871533137350238 -0.045780749762723616 -0.013791513069334306 0.027696914227848791 0.10024739351024999 0.1002219728121317 0.093118404730439891 0.046651712853524263 -0.011454899344808492 0.050266008383816174 0.027177789515615104 -0.055747572862875107 0.005589752051077734 -0.052837903367258354 0.047806156072031931 -0.10091295236488479 0.042372461609603687 -0.10185319067113384 -0.040897392162035147 -0.10086065757930898 -0.060704011313520795 0.039497459095500217 0.00016160757707486337 -0.07337170053550271 0.059842804960451246
leaf_weight=2.8310178758189144 0.049249968232288777 0.56837053061024523 0.025665840850245897 0.035023570595449721 0.10086848090577405 0.051795127327295576 0.062498883984517306 0.036230108007145823 0.023123567259657217 0.023574292723955503 0.026526434579864144 0.029208091822510995 0.053388540501231319 0.031755481021007059 0.063112833301076865 0.068557078135199845 0.061539054279769911 0.053008198287088248 0.023938070986093907 0.026723470982812358 0.025095141632792695 0.033558292799337863 0.02118552994215861 0.042562198281075325 0.057348988801924961 0.01679536256263995 0.019088141479026377 0.29394006994397537 0.083322691268750582 0.0537236884347293
leaf_count=1485 11 222 21 35 21 20 11 39 40 6 7 7 43 18 21 17 51 32 41 18 46 18 5 25 46 15 81 400 75 23
internal_value=-8.25854e-05 0.00326485 -0.00163522 -0.0411247 0.00149043 0.00716807 0.00172941 0.0419094 -0.00302762 0.000896047 0.00507684 0.00131448 -0.00329009 -0.0084533 -0.0162595 0.00196349 -0.0141876 -0.0411122 0.0342122 0.00025086 -0.0377821 -0.0211226 -0.0415176 -0.0599141 -0.0753163 -0.00949661 -0.000904796 -0.0134025 -0.0523343 0.000812333
internal_weight=4.8918 1.55001 3.34178 0.0606894 1.50076 0.932393 0.831525 0.0880252 0.7435 0.681001 0.619896 0.596322 0.569795 0.516407 0.436537 0.251862 0.18875 0.184675 0.0798696 0.0506615 0.120192 0.0950973 0.0611045 0.131667 0.0999112 0.0399189 3.28109 0.396351 0.102411 2.88474
internal_count=2900 780 2120 56 769 547 526 59 467 456 396 390 383 340 274 153 132 121 66 59 115 69 60 89 71 55 2064 556 156 1508
is_linear=0
shrinkage=0.1


Tree=598
num_leaves=31
num_cat=0
split_feature=2 4 2 2 1 1 1 1 1 3 0 0 0 1 1 4 2 2 2 2 4 0 3 3 3 4 2 2 1 1
split_gain=0.00262243 0.00755865 0.00565691 0.0135111 0.0144489 0.011163 0.0118775 0.0075746 0.0230763 0.00473119 0.012031 0.00427255 0.0223157 0.0186079 0.0238576 0.0183564 0.00969084 0.0324774 0.0253748 0.0232506 0.022907 0.0221115 0.022176 0.0192434 0.0268749 0.0350265 0.0238402 0.0195169 0.0164375 0.0160349
threshold=-0.62958999999999998 40.580626202750004 -0.58350999999999986 -0.5422499999999999 64.434276012450013 63.910026677050006 69.64719632740001 75.645146416450004 78.285212300550015 0.093925000000000022 102.11570516885001 87.29692395375001 86.780739992750014 62.116825104000007 62.197478847950002 42.027086531450003 -0.08459499999999999 -0.088329999999999992 -0.083794999999999994 -0.092289999999999997 42.622319549950006 91.821598987350015 0.086520000000000027 0.083290000000000017 0.087605000000000016 41.322103772800006 -0.16297999999999999 -0.096499999999999989 62.837331883000012 64.434276012450013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -2 -7 -8 -9 10 -10 12 -5 -13 -15 -14 17 19 -18 23 -21 -19 -23 27 -25 -26 -27 -16 -20 -30
right_child=2 -3 3 11 -6 6 7 8 9 -11 -12 13 15 14 16 -17 18 21 28 20 -22 22 -24 24 25 26 -28 -29 29 -31
leaf_value=0.020603579217057317 0.081719434067332009 -0.050566005512813351 0.031448664575093148 0.00048516397091171354 -0.10047949663175182 -0.063795645636221546 0.053783412506960615 -0.10058791677880133 0.098486586008614319 0.073518174200709455 -0.10013252217660291 0.042753938627033514 -0.05641914679558141 -0.089527105355292902 -0.005299224435717482 -0.0015531475657903802 -0.10094826149744396 0.10047541561009798 -0.04415256410652308 -0.075596674048496529 0.01808262491211144 0.076274564591754995 -0.037018475773788521 0.048352662518546412 0.020101154301231671 0.015696623958909223 -0.089402374453864994 -0.10110923922740744 0.045865674873852111 -0.0019205375479137488
leaf_weight=0.025751097116469057 0.024323597026523092 0.035489287800038127 0.012071807388565614 1.9387110039293904 0.026580368458999137 0.019562340079573914 0.041202298040843743 0.01654462970560644 0.0058517218312772457 0.020588581252752647 0.0063690933089075585 0.11219095683191005 0.13420462168232905 0.028716742992401456 0.26471691183639384 0.11175970603289898 0.026466492209805126 0.059956060489642582 0.085287517984392269 0.069408045133225293 0.041835649804852437 0.033310228945396148 0.035895718024270995 0.19978422422489706 0.29299504508820673 0.034282782097094788 0.058263415981153699 0.023118023549614064 0.075589319068967487 0.98858843132117247
leaf_count=28 6 21 3 855 57 9 22 17 3 16 48 25 29 6 427 17 14 7 20 38 20 15 34 76 148 26 48 11 27 827
internal_value=-7.74011e-05 -0.0206398 0.00018559 -0.000398624 -0.0592758 0.0204082 0.00686547 0.02213 -0.00429534 0.0442616 -0.00502726 9.44837e-05 -0.00311474 0.00297923 0.00105432 -0.0314895 0.00219047 0.00887612 -0.00414061 0.00269007 -0.0403665 0.0560229 0.0175118 0.00817563 0.018586 0.0031612 -0.0504695 -0.0129944 -0.00191161 0.00147375
internal_weight=4.84942 0.0612404 4.78818 4.65373 0.0386522 0.134442 0.110119 0.0905563 0.049354 0.0328094 0.0122208 4.61508 2.18468 2.43041 2.31821 0.245964 2.2895 1.11357 1.17593 0.984404 0.111244 0.129162 0.0692059 0.87316 0.585325 0.385541 0.0925462 0.287835 1.14947 1.06418
internal_count=2900 49 2851 2730 60 121 115 106 84 67 51 2670 901 1769 1744 46 1738 850 888 794 58 56 49 736 298 222 74 438 874 854
is_linear=0
shrinkage=0.1


Tree=599
num_leaves=31
num_cat=0
split_feature=2 2 3 3 2 1 1 2 0 0 0 4 0 3 1 1 3 3 1 0 1 1 2 3 4 3 3 0 0 3
split_gain=0.00239003 0.00494146 0.0107717 0.00363037 0.00256062 0.012849 0.0115796 0.0170349 0.0228178 0.0227789 0.0177912 0.0149334 0.0290954 0.0182328 0.0186535 0.0218394 0.0144343 0.0260731 0.0362357 0.0245663 0.014801 0.0133064 0.0125147 0.0102943 0.0139198 0.00971297 0.00851583 0.00763578 0.00793538 0.0114032
threshold=0.68694500000000025 0.27148500000000009 0.094415000000000013 0.076825000000000018 -0.062629999999999991 61.409760615700009 61.767325547050007 -0.058529999999999992 85.968825637350008 85.775256651950016 86.036037090600004 41.495754733000005 86.866770652900016 -0.2485 63.910026677050006 65.461267018300006 0.12424000000000003 0.087530000000000011 64.434276012450013 90.337570099350003 72.187789260650007 61.998532946250002 -0.054494999999999995 0.10273500000000002 40.79983011445001 0.082775000000000029 0.07933500000000003 91.144107538500023 106.56510337475001 0.088395000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 -6 -7 -8 9 23 -10 13 -13 -12 21 -16 17 18 -14 -19 -20 -15 -17 24 -9 26 -22 -21 29 -29
right_child=-2 2 -4 -5 5 6 7 8 10 -11 11 12 16 14 15 22 -18 19 20 27 25 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0013384309235334522 0.025854063262634661 -0.032660212763221404 0.020084199505793002 -0.10067505015530163 -0.048359572789668279 0.064207584943156745 0.052851888615593381 0.087014944317885978 0.076004739331751114 -0.081465903003739182 -0.066385985198048669 -0.10054447012813757 0.10046142179807499 0.013101876458638376 -0.066706237746569655 0.062856526797802834 0.06706602216036707 -0.089992189604855888 -0.10041472658427458 0.081858384391079633 -0.0045124645273325976 0.069960482819592648 0.0063330192793112534 -0.036581460838007777 -0.025554400715845083 -0.10037288132808059 0.099491314753073989 0.03196901183666008 0.047589221817257103 -0.10016031765629821
leaf_weight=3.437427299291028 0.035279073734089894 0.014901651669011647 0.024360984818737989 0.016578542407848174 0.045350176100547812 0.033077685511670896 0.067948982636835242 0.022440200084446249 0.035853507462888956 0.061979822410933139 0.028267995700985926 0.035111111621517921 0.038997492287307978 0.074553656733769624 0.038400109115173109 0.043487586748738927 0.026169140355364107 0.058021509474258437 0.017599553749960251 0.010341491550207138 0.024080752597756661 0.091889852135864203 0.3946185773003269 0.043817774329909298 0.021518519459640117 0.0068645324563711965 0.011696898174517467 0.011090377462096512 0.013706331530780602 0.015890425980614964
leaf_count=1870 44 41 28 30 115 7 21 15 5 27 25 30 6 21 13 14 20 14 28 3 70 38 237 14 40 36 19 7 22 40
internal_value=-7.83e-05 -0.000270256 -0.029843 -0.0684791 8.03395e-05 0.00391206 0.00584337 0.00422696 0.0012937 -0.0350531 0.00686705 0.0042322 -0.0156484 0.0122165 0.0156723 0.00560555 -0.00293485 -0.0117296 0.0253584 -0.045481 -0.0232595 0.0444923 0.0119437 -0.00228055 0.0319104 0.00858454 0.0294898 0.00512986 -0.0143723 -0.045849
internal_weight=4.80132 4.76604 0.0558412 0.0314802 4.7102 1.27277 1.22742 1.19435 1.1264 0.149756 0.976641 0.940787 0.26957 0.671218 0.64295 0.476506 0.234459 0.208289 0.0992392 0.10905 0.0602417 0.166444 0.438106 0.0877765 0.0439587 0.0426422 0.0357777 0.0510286 0.0406871 0.0269808
internal_count=2900 2856 99 71 2757 887 772 765 744 96 648 643 295 348 323 264 265 245 159 86 153 59 251 69 55 125 89 72 69 47
is_linear=0
shrinkage=0.1


Tree=600
num_leaves=31
num_cat=0
split_feature=0 0 0 4 3 1 0 2 3 0 2 2 1 3 1 0 2 2 1 0 2 0 0 4 4 4 3 4 4 2
split_gain=0.00218507 0.0224193 0.0118886 0.0214532 0.00994173 0.00802004 0.00854171 0.0163803 0.0109022 0.00910701 0.00705302 0.0276752 0.0177842 0.0251152 0.0190919 0.0333478 0.0244255 0.0215452 0.0163727 0.014244 0.013417 0.0112559 0.0176381 0.00911612 0.00728185 0.010049 0.00943267 0.0123124 0.0135194 0.00669388
threshold=85.807518149550006 85.737618238150006 86.001087134900004 40.532725462000009 0.085765000000000022 61.885617704800005 86.232294534150014 -0.082885 0.086655000000000024 86.280686780500005 -0.093604999999999994 -0.10965999999999999 62.030794443850006 0.10461500000000003 61.960894532450006 85.656964494200011 -0.074434999999999987 -0.054494999999999995 60.474177186300004 85.328972602300013 -0.11911999999999999 84.95796538030001 83.680947768350009 40.742467179200005 48.680511450650009 45.027406014450008 -0.25276999999999999 43.57842012870001 35.818873074050011 -0.068524999999999989
decision_type=2 2 2 2 2 2 2 2 2 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 -7 -9 -8 11 19 14 -14 15 16 -12 -18 23 20 21 22 24 -19 25 26 -1 28 -28 -11
right_child=2 -3 5 4 -6 6 9 8 -10 29 12 -13 13 -15 -16 -17 17 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0540458839276916 0.0015747854007157735 0.038487278214606929 -0.041188644747359504 -0.02815663595740054 -0.10073038938537587 0.048789067925051201 -0.050808409129393911 -0.034058370629877779 0.019056922357401768 -0.003315669536165178 0.049247135584784954 -0.072330182096599083 -0.089885647386657969 0.047847414691954249 0.048923410484085522 -0.084399264239359936 -0.10103769696333534 -0.10036540573262349 0.041969264509765181 -0.054445226324610213 0.075545223663771963 0.074851848357859005 -0.10070818578532476 0.005950961598590156 0.021217271481979827 -0.071188386483382618 0.023577732154866689 0.075363291511196764 -0.10032744963515178 0.0063269054746995373
leaf_weight=0.023521734610855605 0.11646899955394507 0.15895149216521531 0.046345434843487854 0.035472722157464887 0.040342906720695737 0.10441339816316031 0.035887509511667637 0.064107995363884451 0.097285348618243006 2.1980935637835861 0.10512951119653735 0.06439777645013578 0.040059035494131479 0.01977442464624346 0.11147853562067667 0.040101134079009171 0.024478290390106849 0.01685731478568242 0.049600611791376537 0.041737568081089194 0.026762140980281401 0.018900366092566401 0.01789526051837953 0.015463209485262475 0.10406695907659014 0.0252095107353556 0.014747322154930131 0.009885395753636228 0.021857939741991572 1.0705741339631254
leaf_count=53 26 29 17 14 35 21 11 15 31 1325 22 36 63 13 33 12 6 16 23 23 8 5 15 94 33 28 34 22 53 784
internal_value=-7.45087e-05 0.00421373 -0.00114502 -0.0253745 -0.0667745 0.000143156 0.000679668 0.0179257 -0.00204131 -0.000707544 -0.00266551 -0.0127693 0.0061492 -0.0443661 0.0144732 -0.000789167 0.0150614 -0.0187163 0.00588164 -0.000176414 0.00844096 0.000834136 -0.00560723 -0.0495001 0.00293242 -0.0170509 0.00244251 -0.023666 -0.0504092 -0.000157474
internal_weight=4.75987 0.950876 3.80899 0.192285 0.0758156 3.61671 3.57036 0.265807 0.161393 3.30456 0.791924 0.368982 0.422942 0.0598335 0.363109 0.25163 0.211529 0.106399 0.0819211 0.304584 0.262847 0.236084 0.217184 0.0323205 0.199289 0.0952219 0.0700124 0.0464907 0.0366053 3.26867
internal_count=2900 621 2279 75 49 2204 2187 67 46 2120 592 310 282 76 206 173 161 139 133 274 251 243 238 110 223 190 162 109 87 2109
is_linear=0
shrinkage=0.1


Tree=601
num_leaves=31
num_cat=0
split_feature=0 4 4 2 3 3 0 2 4 4 3 0 1 2 1 4 4 4 4 4 2 0 0 1 3 3 3 3 0 4
split_gain=0.00218132 0.00782304 0.0118973 0.010085 0.00729982 0.00674115 0.00515113 0.00805398 0.00347873 0.00299509 0.00760236 0.019341 0.00529556 0.0219515 0.0112589 0.00732585 0.00995693 0.00814893 0.013688 0.0130168 0.0110501 0.00730743 0.0156341 0.010972 0.0114336 0.00762608 0.00493808 0.0059896 0.00386839 0.0191068
threshold=105.98708487665002 44.710446918150005 46.177190236600005 -0.15895000000000001 -0.21013499999999999 -0.24701499999999998 110.99299391555002 -0.088099999999999998 48.988717865950008 49.49736495185001 0.079095000000000013 85.57362229215002 81.524804347700012 -0.085734999999999992 80.677940036650014 48.988717865950008 48.852845034800005 44.527357125550004 44.086690780350004 44.758188263300006 -0.095714999999999995 71.249517373150013 83.011521693850014 65.630639880500027 -0.24523500000000001 0.082620000000000013 0.086230000000000015 0.094275000000000025 98.851916998450022 42.467547400400008
decision_type=2 2 2 2 2 2 2 2 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 4 -3 -4 5 -2 -5 -8 -9 12 11 -11 14 26 15 16 17 18 28 -19 -20 -21 -23 -24 -25 -26 -14 -28 -1 -30
right_child=1 2 3 6 -6 -7 7 8 -10 10 -12 -13 13 -15 -16 -17 -18 19 20 21 -22 22 23 24 25 -27 27 -29 29 -31
leaf_value=0.0005861935184961097 -0.10018570611899101 0.081608869188671149 -0.10022819096196814 0.037702428485493572 -0.077827050159072569 0.069365060571825024 -0.10034467208230746 0.078956574765309956 -0.034217947567376637 0.054100444606990296 0.078860785067732198 -0.10037212634343468 -0.026730454793035614 -0.10033285898610123 0.03823941871506123 -0.038612086080358446 0.042963388906715749 -0.10137190097436184 0.086583385151608683 0.044030806471115139 0.0018183873175472648 -0.10083187441144276 0.045163607430723438 0.069831811297273172 -0.087466166738290163 -0.015396330901292605 0.069298924372954415 -0.013503515147528565 -0.00063042350219247735 -0.081334374542807689
leaf_weight=3.8389357500924586 0.0033596059617710949 0.01599260710511885 0.011378014889198873 0.023180635521384829 0.027536661499325099 0.0077643786176082585 0.0092063590772610837 0.0058730884041882092 0.0050523987295639783 0.022074895125115179 0.017047477559856361 0.012808404003443741 0.022881390790445266 0.026456969249539664 0.077460748321300232 0.049145767198922274 0.053809882439963874 0.018452241016953308 0.033132774758509509 0.019937772185123492 0.028701260961298991 0.020562742485187968 0.030362155055527751 0.010566880869816941 0.023609142884802647 0.038830828304625697 0.019851076344707508 0.015602083573719838 0.19480925532907267 0.03453667108828995
leaf_count=1536 49 13 38 32 317 21 22 25 32 6 24 88 21 84 37 30 17 30 23 18 22 27 16 16 67 41 19 27 166 36
internal_value=-8.21097e-05 -0.0140417 0.00574019 -0.0164454 -0.0502088 0.0181583 0.00556406 -0.0314414 0.02662 0.000249025 0.0241289 -0.00261859 -2.30669e-05 -0.0247803 0.000446254 -0.000219782 0.000214344 -0.000321556 0.000542228 -0.0222997 0.0472383 -0.0121582 -0.0211977 -0.00535639 -0.0263667 -0.0426466 0.00948572 0.0328596 -0.000167508 -0.0127834
internal_weight=4.71892 0.109344 0.0706831 0.0546905 0.0386606 0.011124 0.0433125 0.0201318 0.0109255 4.60958 0.0519308 0.0348833 4.55765 0.0847915 4.47285 4.39539 4.34625 4.29244 4.13012 0.162322 0.061834 0.14387 0.123932 0.103369 0.0730069 0.06244 0.0583346 0.0354532 4.06828 0.229346
internal_count=2900 549 162 149 387 70 111 79 57 2351 118 94 2233 151 2082 2045 2015 1998 1783 215 45 185 167 140 124 108 67 46 1738 202
is_linear=0
shrinkage=0.1


Tree=602
num_leaves=31
num_cat=0
split_feature=0 3 3 3 3 3 4 1 1 4 4 1 2 4 2 4 4 1 4 2 2 2 2 1 0 0 2 1 0 1
split_gain=0.00244277 0.0112842 0.00639273 0.00742405 0.00465523 0.00533511 0.0109141 0.00581063 0.0122764 0.0127055 0.00922534 0.00421474 0.00374856 0.00344206 0.00288073 0.0105859 0.0174964 0.0172948 0.014836 0.0180592 0.0145364 0.0201238 0.0185432 0.0138754 0.0135924 0.0147857 0.013366 0.0169978 0.0130414 0.0124025
threshold=71.249517373150013 -0.23472499999999999 -0.15684499999999998 -1.0000000180025095e-35 -0.54481999999999997 -0.25765499999999997 39.530201452500002 57.960468834350003 60.990361147350008 37.572218886150004 42.072181850200003 61.928633034850002 -0.13820499999999999 41.755948821900006 -0.062629999999999991 41.028010303750008 41.061442884200012 63.910026677050006 40.380906245900007 -0.0039949999999999994 -0.060760000000000002 -0.031989999999999998 -0.024989999999999998 65.461267018300006 100.53758024625002 101.15323715815002 -0.024989999999999998 70.865067860500019 104.06483731340002 62.116825104000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 6 12 10 9 -9 -7 -8 -6 -13 -10 17 -17 18 19 -16 -18 29 -23 -19 26 -26 27 -25 -27 -22
right_child=4 2 3 -5 5 7 11 8 14 -11 -12 13 -14 -15 15 16 20 23 -20 -21 21 22 -24 24 25 28 -28 -29 -30 -31
leaf_value=-0.10053100922179521 0.033866318953214833 0.076581705968446559 -0.10027072751716365 0.020431666394421261 -0.025568586131778287 0.053463078113739321 -0.10070396772393048 0.00096966724187535407 -0.00125280941843292 -0.10037118221347217 -0.0069312327388335628 -0.072254014561809354 0.0304169788046178 -0.0049490384262296898 -0.0050250225812662232 -0.10166736977162778 0.062427726883637485 -0.055029922988422353 0.072072086352658896 0.058999777027730127 -0.084269637371322703 0.051692837441131449 -0.0089006498914107647 0.067905101970729867 -0.10096826324736491 0.020353150922751691 -0.0031417662137549467 0.005933105749756069 -0.10032694690803318 -0.011259867064839458
leaf_weight=0.013332073788014265 0.040578681284159646 0.0097268435924320329 0.0076858039755167687 0.015121356958218812 0.019508585787114896 0.051902016636176884 0.01566809478492015 0.024730489087360641 3.1241688372707177 0.024755400114437442 0.049332863769777191 0.014458520279148956 0.030905915558998021 0.01601466284438402 0.12182992035525331 0.018998073093825951 0.030942517099902034 0.040760097269071593 0.069567042988637695 0.069011572369620522 0.048727951933358327 0.063641617723760646 0.24467414350369221 0.079580036319384817 0.022502070696958719 0.043257503646575657 0.22552006641226541 0.09971843122775681 0.011292392640721939 0.044530622302090705
leaf_count=65 39 17 51 13 33 33 12 18 1586 47 31 25 35 29 33 4 6 19 20 30 21 25 338 21 13 51 112 32 106 35
internal_value=-8.26581e-05 -0.0230474 0.00870448 -0.0202439 0.000144026 -0.000153066 -0.0234116 0.000344943 -0.000199038 -0.0497263 0.0240323 -0.0585546 0.00875259 -0.036883 0.000363259 0.00445289 -0.00774161 0.0114845 0.0325385 0.0181274 -0.00361597 -0.00870484 0.00360688 0.000993961 0.00573287 -0.0327636 0.0130602 0.0334388 -0.00462888 -0.0494077
internal_weight=4.69244 0.0458661 0.032534 0.0228072 4.64658 4.606 0.0965558 4.50944 4.40821 0.0494859 0.101235 0.0461413 0.0504145 0.0304732 4.35872 1.23455 0.451515 0.783039 0.260409 0.190841 0.432517 0.401574 0.308316 0.522631 0.481871 0.077052 0.404819 0.179298 0.0545499 0.0932586
internal_count=2900 146 81 64 2754 2715 134 2581 2517 65 64 66 68 54 2452 866 429 437 83 63 425 419 363 354 335 170 165 53 157 56
is_linear=0
shrinkage=0.1


Tree=603
num_leaves=31
num_cat=0
split_feature=2 2 3 3 0 0 0 0 4 4 4 3 2 1 1 3 4 4 2 0 0 1 3 0 0 1 1 2 0 0
split_gain=0.00245071 0.00438803 0.00924993 0.00367404 0.00266625 0.0117431 0.00894605 0.0183566 0.0155929 0.0296526 0.0190984 0.0231132 0.0174444 0.0168197 0.0278197 0.015434 0.0129185 0.0169747 0.0156855 0.021589 0.0176907 0.0127435 0.0346802 0.0161045 0.0208178 0.0137239 0.012721 0.00982644 0.00932037 0.0167358
threshold=0.68694500000000025 0.27148500000000009 0.094415000000000013 0.076825000000000018 87.181320254150009 86.780739992750014 90.837623311600012 90.337570099350003 42.541806567400009 43.162556114600001 43.542456167850005 0.086520000000000027 -0.072569999999999982 62.014663695050011 64.071334164850015 0.087405000000000024 38.703421923500009 38.386256906100009 -0.057185 94.776214472700005 94.832672093450014 67.649671936450019 0.084795000000000023 93.442739239950015 93.577162146500015 70.133807249000014 66.499011856650014 -0.10098 93.262612545250008 93.867515624600017
decision_type=2 2 2 2 2 2 2 2 2 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 12 -10 -11 -12 15 -14 -15 -6 17 18 19 -8 -21 22 -18 -23 -25 -26 -9 -22 -20 -30
right_child=-2 2 -4 -5 6 -7 16 26 9 10 11 -13 13 14 -16 -17 21 -19 28 20 27 23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.00020665171812837393 0.026512828344529143 -0.029971541453491513 0.018607244028482166 -0.10061111922688792 -0.025009863604387818 -0.026261559894356714 -0.076324763523888006 0.077855709632185174 -0.046762087380354242 0.097804758610418444 -0.10062155028590286 0.065219041110024287 -0.0070065373719981174 0.097981288028421362 0.007749653680700604 0.01592015586348319 0.030004018937966611 -0.10080194329022621 -0.029817846812536481 0.10044375949600129 -0.0017586669222938581 0.044021928979462624 -0.10068535021246959 -0.10086694423847185 0.040121594340927089 -7.4061943867104695e-05 0.010784894224225532 -0.10025610513688457 0.083700755257571494 -0.00027725013249433651
leaf_weight=1.8793169148274742 0.034396562512708395 0.014391302130526765 0.022905304759197706 0.015076104074698837 0.14680915757344337 0.19051948743890523 0.072200756945649619 0.062851789988599194 0.13140951799869072 0.02824982392144193 0.016030102855858708 0.017664606238113834 0.060202515480341723 0.07410014332162973 0.063407990968755712 0.24735132185742259 0.040268294090651469 0.023895576121933715 0.048689027084037773 0.014316178762328498 0.045894577479665084 0.097321595115147486 0.040957147848757813 0.019486895529553183 0.093055703756931396 0.97414460596623875 0.051408100529549472 0.01299680623620085 0.032264901557937264 0.089721349416153257
leaf_count=865 44 41 28 30 28 36 51 26 24 7 30 13 12 28 23 40 26 30 9 2 163 51 34 4 44 1006 19 71 10 105
internal_value=-8.0955e-05 -0.000278654 -0.02906 -0.0661121 5.0856e-05 -0.00260489 0.00224552 0.0102293 0.00477988 -0.019875 0.0371633 -0.0136789 0.0128342 0.0370744 0.0563735 0.000675346 -0.0022282 -0.0195343 -0.0133906 -0.0375251 0.000741021 0.0024221 -0.0358948 0.00505072 0.00156053 0.00343084 0.047679 -0.0234962 0.00717104 0.0219346
internal_weight=4.6613 4.62691 0.0523727 0.0294674 4.57453 2.06984 2.5047 0.899485 0.785225 0.193354 0.0619445 0.0336947 0.591871 0.197711 0.137508 0.39416 1.60521 0.339979 0.316084 0.145408 0.0732076 1.26523 0.0812254 1.18401 1.08669 1.0672 0.11426 0.0588914 0.170675 0.121986
internal_count=2900 2856 99 71 2757 901 1856 250 205 74 50 43 131 63 51 68 1606 441 411 287 236 1165 60 1105 1054 1050 45 234 124 115
is_linear=0
shrinkage=0.1


Tree=604
num_leaves=31
num_cat=0
split_feature=2 4 2 2 1 4 1 2 2 1 0 2 3 3 3 3 3 2 3 2 3 2 2 0 4 3 2 2 2 2
split_gain=0.00233367 0.00613614 0.00516986 0.0166925 0.0146966 0.007766 0.00727931 0.00526757 0.00359178 0.0232208 0.0227994 0.00569078 0.0192494 0.0104778 0.00511209 0.00681493 0.0127223 0.0263472 0.0123536 0.0110831 0.00538975 0.0150486 0.0150493 0.0117059 0.00529395 0.00484341 0.0111972 0.0201523 0.00640017 0.0289447
threshold=-0.62958999999999998 40.580626202750004 -0.58180999999999994 -0.5169149999999999 67.316303128300021 43.633733172900008 78.285212300550015 -0.59681499999999998 -0.26138499999999998 62.197478847950002 89.665455566700004 -0.24299000000000001 0.093295000000000031 -0.10778500000000001 0.43644500000000008 0.21240500000000004 0.11614000000000002 -0.055714999999999994 0.11308000000000003 -0.074434999999999987 0.10500500000000003 -0.072569999999999982 -0.02852 85.901614184050018 40.79983011445001 0.10176000000000003 -0.053019999999999991 -0.079074999999999993 -0.092289999999999997 -0.091399999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -4 7 -6 9 -5 -11 12 13 -10 15 16 18 24 20 -17 25 23 -23 -22 -18 28 27 -27 -13 -30
right_child=2 -3 3 8 6 -7 -8 -9 11 10 -12 14 -14 -15 -16 19 17 -19 -20 -21 21 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.017960059252262364 0.074084745558476481 -0.047389432392075645 -0.1005152089809587 0.076964114837777584 -0.047758643091066137 0.0011813839939701254 0.040837579056828971 0.0065613122515269214 0.022467815359600823 -0.10117365679434016 0.029973518427794717 0.0059144738770090122 0.065724376843777702 -0.10054094705766195 -0.035094543817786629 0.063090230818907619 -0.10121469645276929 0.023968950175152035 0.052899467399526924 -0.016387121627211565 -0.011457101292425248 0.026146411826397993 -0.032007322011790497 -0.10068005466258852 -0.042922542922697114 -0.0029031764362156699 -0.012049493187470749 0.069602832031879877 -0.07739819917995866 -0.0012645107154566283
leaf_weight=0.024836290348005607 0.03608467930462228 0.034091192247631241 0.024274495416586883 0.040344294601909636 0.031880600568683803 0.010872250661013716 0.030584892902899952 0.040570478670588273 0.00914556111597431 0.022206582597830815 0.032886927781116959 1.2563538645511596 0.01426723937691321 0.028515333370028872 0.040847557692835212 0.043182021902182149 0.035469032016609114 0.045816782908587705 0.045060300545287535 0.029554458122706823 0.028086520309443586 0.099161221424765245 0.080728508784608577 0.030862324620821835 0.027783621095125 0.081090487504496878 0.096748712054477326 0.072700495598837733 0.051110591726646226 2.1733747464137245
leaf_count=28 10 21 56 20 24 16 70 29 47 8 44 848 9 41 24 22 23 37 23 36 10 28 48 33 17 28 29 17 20 1234
internal_value=-7.34429e-05 -0.0198464 0.000182102 -0.000415264 0.0191629 -0.0690565 -7.14863e-05 -0.0173411 0.000134873 0.0193223 -0.0228881 -0.000291996 -0.0331953 -0.0706695 0.000111175 0.00045381 -8.13153e-05 -0.0337799 0.000834059 0.0307968 0.000243138 -0.0143201 4.89564e-05 -0.0581693 -0.07561 0.00117531 0.0146043 0.0313721 0.000208728 -0.00301379
internal_weight=4.61849 0.0589275 4.55956 4.42044 0.139121 0.0351467 0.103036 0.0724511 4.3853 0.0954378 0.0550935 4.28986 0.0519281 0.0376609 4.23793 4.19708 4.12435 0.109069 4.01528 0.0727365 3.97022 0.238839 0.17989 0.0589488 0.0632527 3.73138 0.25054 0.153791 3.48084 2.22449
internal_count=2900 49 2851 2718 133 72 123 53 2646 72 52 2574 97 88 2477 2453 2395 77 2318 58 2295 119 76 43 40 2176 74 45 2102 1254
is_linear=0
shrinkage=0.1


Tree=605
num_leaves=31
num_cat=0
split_feature=0 3 4 4 3 4 3 0 0 0 3 1 4 4 0 1 3 0 3 2 4 1 1 1 3 1 3 4 2 3
split_gain=0.00240494 0.00713992 0.0132675 0.00314734 0.00833721 0.00668696 0.0202418 0.0117809 0.00804738 0.00857328 0.00683255 0.00519711 0.00516577 0.00502555 0.00971266 0.0109606 0.00678344 0.00763319 0.00963566 0.00940233 0.0143188 0.00722882 0.0173068 0.0133298 0.00954051 0.0137837 0.0137124 0.0151911 0.0178053 0.0110723
threshold=71.144667506050013 -0.15959999999999999 44.921040431000009 48.852845034800005 -0.52484999999999993 49.275256100300005 -0.25095999999999996 85.57362229215002 99.983757871350008 104.3578792496 0.074640000000000026 57.129735272050006 40.21994457600001 45.90502654165001 97.32487278035002 67.649671936450019 -0.093074999999999991 103.44649194340002 -0.085699999999999998 -0.088944999999999996 44.710446918150005 61.998532946250002 58.549241164900003 62.014663695050011 -0.22831499999999999 64.321360770950022 -0.22125500000000001 40.08085804200001 -0.033594999999999993 -0.25276999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 11 -7 -8 -9 -10 -11 -5 -2 16 15 -15 21 18 -18 -19 -21 22 -6 -23 29 -26 -27 28 -28 -25
right_child=3 2 -4 5 13 6 7 8 9 10 -12 -13 -14 14 -16 -17 17 19 -20 20 -22 23 -24 24 25 26 27 -29 -30 -31
leaf_value=-0.10047143032687406 -0.10042673859405138 -0.10040016359010305 0.087529171078613494 0.054974161125967307 0.052790794827180201 -0.10073022568048713 0.09055815565303918 -0.10030086760479527 0.063067612292795436 0.021163549421944809 -0.10008852462878332 0.0075318561254201655 -0.014159211213199156 -0.016716753259047198 0.016501302587818671 -0.10048202406872334 -0.061190145961008552 -0.10017656260950306 0.00022433575163872542 -0.036885834472509448 0.099637928174133 0.10026936299823253 -0.050435787415128656 0.028203583920094588 0.099633693044120342 0.068766427633250027 -0.021832227003589139 -0.055744713736974032 0.081788415568326944 -0.028451341454644032
leaf_weight=0.0092888784627191967 0.013173184431059748 0.0063733493302037267 0.0091498294485461429 0.046958869090303335 0.024515146450137748 0.0181265187981694 0.016919938487262698 0.0077288179100918333 0.017231171091879105 0.010086673078234298 0.0086180065157147601 0.045427892883708409 0.014672712303095636 0.049619061735176273 0.043956388105818256 0.022798153593325932 0.025722117610152195 0.016244066976003016 3.7523262762925231 0.04463703923817007 0.0092793276105567202 0.019132595043629408 0.04812687592484588 0.059274392571634138 0.024618663445235001 0.039027111501866329 0.035476126869355085 0.033752003004813957 0.031137635574722822 0.08251833252113272
leaf_count=76 25 47 10 12 22 14 5 60 34 21 81 30 31 39 78 42 24 189 1524 194 6 3 39 94 11 20 18 54 24 73
internal_value=-7.63722e-05 -0.031125 0.0103711 9.253e-05 -0.000426063 0.0133985 -0.00801948 0.019719 -0.00773101 0.0121782 -0.0347022 0.0316461 -0.0549702 -7.78802e-05 -0.0205797 -0.0430875 0.000484059 -0.000800719 -0.000193793 -0.0334829 -0.0133893 0.0129196 -0.015599 0.0192951 0.014229 0.030652 0.0184689 -0.00108922 0.0266037 -0.00476757
internal_weight=4.58592 0.0248121 0.0155232 4.56111 4.39001 0.171098 0.0787111 0.0605846 0.0436647 0.0359359 0.0187047 0.0923868 0.0278459 4.36216 0.116374 0.0724172 4.24579 3.84821 3.77805 0.0701604 0.0539164 0.397579 0.072642 0.324937 0.305804 0.164012 0.139393 0.100366 0.0666138 0.141793
internal_count=2900 133 57 2767 2510 257 215 201 196 136 102 42 56 2454 159 81 2295 1937 1548 389 200 358 61 297 294 127 116 96 42 167
is_linear=0
shrinkage=0.1


Tree=606
num_leaves=31
num_cat=0
split_feature=0 3 4 0 0 4 1 1 2 2 0 1 1 0 0 1 0 4 0 4 4 0 3 3 4 4 0 0 2 2
split_gain=0.0022399 0.00928357 0.0100478 0.00371104 0.00582823 0.00939774 0.00719772 0.00604483 0.0152763 0.00887562 0.00541271 0.00406669 0.00611607 0.00386002 0.0235038 0.0195127 0.0117797 0.0217336 0.0119173 0.0155483 0.0129491 0.0110764 0.0109004 0.00997768 0.00611643 0.015757 0.015086 0.0174752 0.0513725 0.0674467
threshold=71.249517373150013 -0.23472499999999999 44.921040431000009 71.340924949550015 76.591483678350016 35.818873074050011 57.960468834350003 61.614083433650009 -0.10965999999999999 -0.037524999999999996 73.913779380400015 61.767325547050007 61.86411003975001 85.613949164150014 85.447264760050004 61.917879202350001 85.807518149550006 42.448133449100006 86.001087134900004 40.532725462000009 42.674081447500008 85.694602908050015 0.083565000000000014 0.089475000000000013 42.852084787850011 42.686561923500008 86.103248543850015 87.181320254150009 -0.065399999999999986 -0.12350999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5 -6 8 -8 -10 -7 -9 -13 14 15 -14 17 23 19 -18 -21 -19 -17 -15 25 26 -20 28 29 -28
right_child=3 2 -4 4 6 10 7 11 9 -11 -12 12 13 16 -16 22 18 21 24 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.10044521041891304 0.028022605647464224 -0.10031029070774254 0.037199899836929826 0.035967497998630631 0.039134233761036197 -0.015367865640093268 0.034901931641226749 0.025361416418114041 -0.082742673124999666 -0.01026117172395568 -0.10025332833869366 -0.027394107009315799 0.043486991998809135 0.057482909309855695 -0.10061460307257852 0.0044584392815132127 0.0022483081110543676 0.01983217352697533 0.037647044545269098 -0.10071275629927484 -0.013826174203332882 -0.039391557451997281 -0.079499981372405826 0.016558566502473452 0.0089927048883906152 -0.045057672131292609 0.015924955792159953 0.0027973812581454961 0.024719666472659732 -0.068587364645975077
leaf_weight=0.011314730067150336 0.047243459200629334 0.0068873052557963934 0.023258155291149052 0.012742766764364144 0.046996534125923861 0.012605790550953344 0.029920968983546459 0.064051923225633689 0.038267581510694981 0.030248766719550235 0.018589453725883054 0.080107047873752779 0.060664225165965702 0.11362443243001541 0.026539939154048398 0.031841450783888336 0.077839410241722695 0.054032819295812828 0.10114951695140995 0.039278252575741135 0.030450490492512472 0.075994837941834703 0.030064649381366992 0.1252417050418444 0.68693594858470319 0.080801872716963596 0.15037881074658799 1.995874758195318 0.2009595397357774 0.25382488840841688
leaf_count=65 12 62 19 24 23 19 36 12 20 24 53 22 11 20 33 47 20 26 16 33 15 23 63 25 695 33 33 1302 67 47
internal_value=-6.98596e-05 -0.0232072 0.00578307 0.000142546 -0.000152183 -0.0363934 0.000207667 -0.00021019 -0.0247107 -0.0507434 -0.0659517 0.000353351 -2.66218e-05 0.000503503 -0.0152932 0.00318127 0.00109438 0.0181172 -0.000641524 -0.0284738 -0.0627695 -0.0147812 -0.0363159 0.0360256 0.000542121 -0.00154377 -0.000242599 -0.00171606 -0.0166017 -0.0371456
internal_weight=4.55773 0.0414602 0.0301455 4.51627 4.46903 0.043938 4.42509 4.37809 0.0984373 0.0685163 0.0311952 4.27966 4.2156 4.1355 0.14911 0.12257 3.98639 0.368894 3.61749 0.147568 0.0697287 0.130028 0.0619061 0.238866 3.46993 2.78299 2.70219 2.60104 0.605163 0.404204
internal_count=2900 146 81 2754 2742 96 2646 2623 80 44 72 2543 2531 2509 154 121 2355 94 2261 68 48 49 110 45 2193 1498 1465 1449 147 80
is_linear=0
shrinkage=0.1


Tree=607
num_leaves=31
num_cat=0
split_feature=0 1 0 2 4 4 2 1 4 4 1 0 0 0 1 2 0 4 0 2 4 3 4 4 4 4 4 4 0 2
split_gain=0.00213628 0.00440968 0.00398134 0.00450403 0.00901768 0.00266056 0.0100061 0.0295687 0.022323 0.0189324 0.0187356 0.025073 0.0163775 0.0145771 0.0117625 0.00853655 0.0133691 0.0122095 0.00845233 0.0251346 0.0081106 0.0274157 0.0113479 0.00861204 0.00698929 0.00887977 0.0158294 0.00685552 0.0111155 0.00733939
threshold=112.07913100025002 85.804829691400016 122.45926784190002 -0.088329999999999992 46.177190236600005 43.022303514600004 -0.088099999999999998 62.079186690200011 43.19689381845 43.082598263550004 62.197478847950002 86.232294534150014 89.219171517050015 90.437043050150024 64.84561010645001 -0.082885 86.232294534150014 43.812290675100009 85.775256651950016 -0.22984499999999999 47.673928029900004 0.083795000000000022 44.215931556700006 45.673096293200011 42.898324343550009 42.871500973550006 42.773538294100007 49.110028829250005 99.983757871350008 -0.15818499999999999
decision_type=2 2 2 2 2 2 2 2 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 24 8 15 -7 -9 11 18 -12 -11 -15 -8 17 -17 19 -10 21 22 -14 -24 25 26 -1 -22 -29 -30
right_child=1 2 -4 -5 -6 6 7 9 10 13 12 -13 20 14 -16 16 -18 -19 -20 -21 27 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00033482109332221114 -0.10030712373690043 0.052802058220019057 -0.10011443171413624 0.057145118631377251 -0.10028087471247121 -0.08230629982982085 0.077883324320838207 0.066851811548762144 0.0044955144302820218 -0.05754864346649774 0.061711016028423597 -0.10205681070236916 0.057810020283752608 0.079093952415282706 -0.01150709514108219 -0.10030897870405585 0.059999851804176163 0.055485704129368443 0.033675574094295037 -0.10088135515874329 0.053588615163277654 -0.07565026861066064 0.016483789565655719 -0.10033542327933671 -0.038175635733963167 0.042477143234490589 -0.058331592245347522 -0.10029356644612571 0.06053034561371895 -0.054275254952178387
leaf_weight=3.4976457657223143 0.0063007906370147462 0.0072888188303799313 0.0040754442396397422 0.010388805882645676 0.0081516196961572973 0.033668369728729886 0.07273151446599968 0.030002785031683743 0.10670258847692837 0.062553400596122799 0.068456237087309413 0.031902830155104311 0.043132894257723819 0.017218993045389652 0.08539269541822847 0.012521855456085196 0.042278334964066744 0.0084079681994779776 0.041603542423217732 0.028729452179760528 0.047460387750021482 0.042796651927801577 0.018171093471892164 0.0096685022007534371 0.050032835051809221 0.047352634328859611 0.047702276732180304 0.0090319412237107599 0.019473337378258293 0.0077984211613539847
leaf_count=1730 23 81 129 67 27 28 14 6 94 56 33 8 26 6 118 35 7 18 8 27 35 46 22 39 40 11 30 55 29 52
internal_value=-8.32218e-05 -0.0242765 -0.00825717 0.00623644 -0.0280165 0.000112192 0.00518654 0.0187157 -0.00362124 -0.00622452 0.00195687 -0.0204532 0.0195603 -0.0194991 0.00369642 0.0545222 0.0276414 -0.0377228 -0.00574777 -0.0178583 0.00495273 -0.0124342 0.0256853 -0.0240867 -0.00105752 -0.000540605 -0.00111516 0.0285678 -0.00414225 0.0277014
internal_weight=4.51864 0.0362055 0.0299047 0.0258292 0.0154404 4.48244 0.839704 0.331108 0.508596 0.195168 0.474928 0.208938 0.265989 0.165165 0.102612 0.13594 0.0632082 0.0209298 0.177036 0.135432 0.197533 0.113769 0.0709725 0.0278396 3.64273 3.5927 3.54535 0.0837641 0.0363037 0.0272718
internal_count=2900 327 304 175 108 2573 762 260 502 186 474 137 337 180 124 74 60 53 129 121 304 133 87 61 1811 1771 1760 171 136 81
is_linear=0
shrinkage=0.1


Tree=608
num_leaves=31
num_cat=0
split_feature=2 4 2 2 1 4 1 1 0 0 0 4 1 1 2 2 2 0 2 3 4 3 3 4 3 4 3 4 3 2
split_gain=0.00216676 0.00521936 0.00435735 0.0108971 0.0127359 0.00945736 0.017407 0.0129263 0.00418457 0.00303501 0.0163172 0.0153425 0.0137189 0.0216493 0.00949562 0.0287091 0.022065 0.0205148 0.0181892 0.0178706 0.016808 0.0148184 0.0239329 0.0535445 0.0215648 0.0177531 0.0226163 0.0184791 0.0371589 0.0245975
threshold=-0.62958999999999998 40.580626202750004 -0.58350999999999986 -0.5422499999999999 64.434276012450013 39.852039223600009 75.645146416450004 78.285212300550015 97.900202820250016 87.29692395375001 86.780739992750014 42.027086531450003 62.116825104000007 62.197478847950002 -0.08459499999999999 -0.088329999999999992 -0.083794999999999994 91.821598987350015 -0.092289999999999997 0.086520000000000027 42.622319549950006 0.083290000000000017 0.095845000000000027 36.625813070500008 0.10332500000000001 38.771633980050005 0.091885000000000022 41.169697216150006 0.087605000000000016 -0.13978499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 8 -7 -8 -2 10 -5 -12 -11 -14 15 18 -16 -17 21 -19 -20 -15 25 -24 -25 26 -23 -27 -29 -30
right_child=2 -3 3 9 -6 6 7 -9 -10 12 11 -13 13 14 16 17 -18 19 20 -21 -22 22 23 24 -26 27 -28 28 29 -31
leaf_value=0.015511477529765836 -0.060721177854638181 -0.045111675417800381 0.032479335612865708 0.00049334524396592685 -0.10039346955995909 0.068794006585306863 -0.10052737544140847 0.02880085735099891 0.011583402691872377 0.038232574878012238 -0.05193653381110705 -8.4162006033645153e-05 -0.089118822426206612 -0.011682767026909737 -0.10084491711097593 0.10043749102509324 -0.0023823175848698818 0.073953294352032975 -0.069411427159888975 -0.0313372245105875 0.01593770930580837 -0.037138428911183401 0.073081391647673355 -0.094570544718463295 -0.0033403760257770978 0.074775752825642985 0.057254759642337866 0.055537234062946986 0.027938148483542868 -0.10060261952454497
leaf_weight=0.024750796412013165 0.017456166964732428 0.03332072049512691 0.010643541740136264 1.7756030230773263 0.022385757781495985 0.057041887398554536 0.012929604883538559 0.019211683442327043 0.014782456518096815 0.10308877666830074 0.12282844588753494 0.10657655736940796 0.026394115819130426 0.26483351955754164 0.023250530500781408 0.054252488946078564 1.0774017440012191 0.029860954229889096 0.06202510082379753 0.035030243230055359 0.036742091290989265 0.072333052428525252 0.046284226785026195 0.061013015156996531 0.045034676273971508 0.11194418492922864 0.039105728374272758 0.11765140601533508 0.027668909716576762 0.032226055681576327
leaf_count=28 12 21 3 855 57 23 10 43 33 25 29 17 6 438 14 7 874 15 38 34 20 39 31 37 41 36 18 48 21 27
internal_value=-8.25626e-05 -0.0192733 0.000169254 -0.000357768 -0.0575758 0.0188512 0.0356309 -0.0232245 -0.0275672 8.47059e-05 -0.00274925 -0.0278471 0.0025921 0.000893511 0.00200543 0.00887672 -0.00446227 0.0550558 0.00287588 0.0171143 -0.0376609 0.00776982 0.0170813 -0.0166607 -0.0558283 0.0299015 -0.00401428 0.0429573 0.0228956 -0.0412223
internal_weight=4.48367 0.0580715 4.4256 4.30418 0.0330293 0.121422 0.0891832 0.0321413 0.0322386 4.27115 2.00501 0.229405 2.26614 2.16305 2.13666 1.03601 1.10065 0.119144 0.916862 0.0648912 0.0987672 0.818095 0.553261 0.152332 0.106048 0.400929 0.111439 0.289491 0.177546 0.059895
internal_count=2900 49 2851 2730 60 121 76 53 45 2670 901 46 1769 1744 1738 850 888 56 794 49 58 736 298 109 78 189 57 132 96 48
is_linear=0
shrinkage=0.1


Tree=609
num_leaves=31
num_cat=0
split_feature=4 3 0 2 2 1 0 2 0 4 1 1 0 0 3 3 0 3 0 4 4 4 4 0 0 1 2 4 3 0
split_gain=0.00227277 0.00756504 0.00567908 0.00216256 0.0104217 0.0153919 0.0299652 0.0189625 0.0147924 0.0108137 0.0110969 0.0148377 0.0114716 0.0330982 0.0136597 0.026046 0.0168003 0.0123254 0.0109726 0.0125795 0.0100315 0.00805162 0.0150875 0.0123692 0.00869517 0.00971338 0.00786838 0.00706405 0.00688042 0.00625744
threshold=32.785955158400007 0.088500000000000023 92.851278451300018 -0.11808 -0.14380499999999999 62.116825104000007 89.528344202050008 -0.12835499999999997 95.141844778450022 39.091773401050006 62.084563606450011 61.86411003975001 86.232294534150014 86.530713386650021 0.083905000000000021 0.080515000000000017 94.30842275800002 0.094415000000000013 97.483491810050012 42.027086531450003 38.115457128050004 41.792045663550006 44.215931556700006 95.429509798400019 95.897301513100004 79.535345331150026 -0.59511499999999995 39.852039223600009 0.084365000000000009 110.99299391555002
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -6 -7 8 -8 20 11 -11 -12 -14 15 21 17 -16 -18 26 -2 -15 -23 -24 -25 -26 -20 -28 -22 -27
right_child=3 -3 -4 -5 5 6 7 -9 -10 10 12 -13 13 14 16 -17 18 -19 19 -21 28 22 23 24 25 29 27 -29 -30 -31
leaf_value=-0.10007182759190741 -0.0070042135202491133 -0.071726197331315356 0.062526496923922717 -0.0011775445553708567 0.048034869725773879 -0.080304764671819101 -0.064675383691714702 0.067625581685212793 0.030475954486863729 0.0019591166405664297 0.051820569737280997 -0.058229004833747988 -0.10190574688865416 -0.040073261658355397 0.076376253466784297 -0.10122793535965458 -0.069782436345702623 0.020068328951480793 0.016650920891645393 0.05482953029070689 -0.025312161331704521 0.069923730070726553 -0.10031466277862267 0.099683521012372808 -0.10018471335345372 0.040104001959372269 0.0082358544963888735 -0.10021209906830075 -0.10079018222013976 -0.052718661759959179
leaf_weight=0.0027002838311210873 0.084473583997135337 0.016917897713525476 0.010503569553142023 3.2936860728682009 0.11833104031757419 0.035662301329011825 0.029512040637200698 0.054619661456988489 0.036601879342827937 0.1261997485175953 0.060387183353327656 0.060639483339286926 0.027022331814805511 0.028574843508991421 0.075307402545149671 0.02660031367897675 0.020385337630614231 0.080353763350558438 0.028038097956596175 0.038601834438754146 0.023488736404695842 0.038289984312466885 0.012081733178476162 0.0092771814051957335 0.0089166029581804196 0.027836863053323668 0.0095556165890248179 0.016170807716674673 0.024859835313394196 0.0098261590530057674
leaf_count=47 151 53 68 1727 26 13 8 24 34 119 29 32 8 48 21 23 19 21 16 41 24 37 85 4 39 73 10 39 26 35
internal_value=-7.75679e-05 -0.0274528 0.029274 0.000109614 0.00392343 0.0208229 0.000234075 0.0240236 -0.0119979 -0.00162421 0.003313 -0.0175752 0.0108585 0.00544395 0.012193 -0.0107963 0.026017 0.0473096 -0.00337884 0.0112765 -0.0277954 0.00704833 0.0197238 -0.00856881 0.0112757 -0.00633238 -0.0199937 -0.0599311 -0.0641214 0.0158869
internal_weight=4.43542 0.0301218 0.0132039 4.4053 1.11161 0.274727 0.156396 0.120734 0.0661139 0.836887 0.704065 0.186839 0.517226 0.456839 0.429817 0.161404 0.268413 0.155661 0.112752 0.0923664 0.132822 0.134803 0.106229 0.0679385 0.0558568 0.0465796 0.0537645 0.0257264 0.0483486 0.037663
internal_count=2900 168 115 2732 1005 105 79 66 42 900 699 151 548 519 511 344 167 42 125 106 201 321 273 236 151 147 65 49 50 108
is_linear=0
shrinkage=0.1


Tree=610
num_leaves=31
num_cat=0
split_feature=1 1 2 0 2 2 2 0 2 4 1 0 0 2 0 0 4 1 2 2 2 0 0 1 0 1 1 2 3 0
split_gain=0.00229952 0.0127383 0.00692738 0.00871864 0.00623565 0.0111276 0.006121 0.00606021 0.00708461 0.00636482 0.00591353 0.00566042 0.00545984 0.0282496 0.00544895 0.0080827 0.00895901 0.0049804 0.0121779 0.0366778 0.0153459 0.0128885 0.00836476 0.00835957 0.0157005 0.0118846 0.00794556 0.00782847 0.00695913 0.00642751
threshold=81.524804347700012 82.011415269350024 -0.042409999999999996 107.15656416340002 -0.046474999999999995 -0.085734999999999992 -0.61225999999999992 101.72050182365001 -0.50001499999999999 39.134693790050008 80.677940036650014 108.08677067655002 102.21786657775002 -0.078219999999999998 101.33605231100002 100.24991522630002 41.061442884200012 75.403185184700007 -0.072569999999999982 0.13860000000000003 -0.088329999999999992 97.483491810050012 97.835679825150024 72.953999827850012 97.152811460000024 74.986474174450009 75.645146416450004 -0.092864999999999989 0.088670000000000013 97.32487278035002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 4 -4 5 6 -3 -8 -9 -10 12 -5 14 -14 15 17 -17 23 20 -20 21 26 -23 29 25 27 -19 -25 -24 -1
right_child=1 2 3 11 -6 -7 7 8 9 -11 -12 -13 13 -15 -16 16 -18 18 19 -21 -22 22 28 24 -26 -27 -28 -29 -30 -31
leaf_value=3.3890193792525083e-06 -0.10043205989742361 -0.10015922455952229 -0.10020488377881692 0.096861306253706869 0.082759599254673272 -0.10022584449877887 0.083096695640329829 -0.10017776191366244 0.081077833553152262 0.0028490854301783603 0.027643466257395988 -0.029124431223790867 -0.10041715106209742 0.037508561148024054 0.036876429676175763 -0.078187287132461258 -0.0019104011491570877 0.002551466799099943 -0.09528944331101441 0.060723414632831409 0.078856063124151179 0.058318376296908385 0.032904552925796741 0.0058010732708196977 -0.073762174342343251 0.024115183328411297 -0.1004250907942727 -0.10051481511730997 -0.027505579542773662 0.037655015616284551
leaf_weight=3.5496256315801689 0.014696482911117414 0.0047444683888860908 0.014962749780240446 0.0047024909172250764 0.01020886714104563 0.0098829159579981452 0.011887951304061048 0.0057611645086400451 0.012231025861067446 0.069492383377860456 0.078118304476902156 0.014758595823715949 0.029178747715151054 0.030239504725084632 0.040348327919524141 0.02769243047590908 0.034684787382616378 0.01539775239143637 0.033524463432983764 0.027372652504595862 0.042959689970729187 0.047763847452188202 0.041302099028342809 0.012221109051075318 0.044179699650165105 0.060663285040050141 0.014595167800855791 0.015985049799219664 0.035425365429084366 0.045925952728623431
leaf_count=1582 34 26 56 5 5 65 11 63 81 193 45 158 73 29 36 20 35 7 71 21 13 16 24 31 59 19 41 16 29 36
internal_value=-7.75916e-05 -0.0113666 -0.00311517 -0.0428101 0.00788607 0.00118103 0.0108067 0.0161047 0.0070014 0.0145571 0.000385295 0.00131821 -0.000127917 -0.0302231 0.000309332 -5.50304e-05 -0.0357736 0.0005038 0.0139311 -0.0251632 0.0259888 0.0112873 0.0254648 -0.000426528 -0.0250413 -0.000820671 -0.047559 -0.0544505 0.00501296 0.000484313
internal_weight=4.40053 0.173329 0.158633 0.0344238 0.124209 0.114 0.104117 0.0993725 0.0874846 0.0817234 4.2272 0.0194611 4.14909 0.0594183 4.08967 4.04932 0.0623772 3.98694 0.258341 0.0608971 0.197444 0.154484 0.124491 3.7286 0.133049 0.0888694 0.0299929 0.0282062 0.0767275 3.59555
internal_count=2900 697 663 219 444 439 374 348 337 274 2203 163 2158 102 2056 2020 55 1965 222 92 130 117 69 1743 125 66 48 47 53 1618
is_linear=0
shrinkage=0.1


Tree=611
num_leaves=31
num_cat=0
split_feature=2 2 3 3 0 0 1 3 1 0 0 4 4 4 0 4 2 3 3 3 0 4 4 3 4 4 1 1 4 4
split_gain=0.00224214 0.00349787 0.00867967 0.00358873 0.00256531 0.0163953 0.00962305 0.0189482 0.0127493 0.0389193 0.0106433 0.00725406 0.00683878 0.0181582 0.0171285 0.00825902 0.00817897 0.00724828 0.0166861 0.0064708 0.00810937 0.00577612 0.00955031 0.0125123 0.00516063 0.0128746 0.0115311 0.0285679 0.0137787 0.0185472
threshold=0.68694500000000025 0.27148500000000009 0.094415000000000013 0.076825000000000018 85.716110573100011 85.775256651950016 62.00390986255001 0.10332500000000001 61.960894532450006 85.656964494200011 83.680947768350009 42.131954243650007 42.508878681700004 42.773538294100007 85.328972602300013 41.24714903835001 -0.11911999999999999 1.0000000180025095e-35 -0.15684499999999998 0.099780000000000021 75.994645973400011 49.39887334565001 48.852845034800005 -0.23472499999999999 42.852084787850011 42.686561923500008 62.132955852800002 62.175971182900007 42.898324343550009 43.061965423550006
decision_type=2 2 2 2 2 2 2 2 2 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 10 9 12 11 -8 14 -14 15 19 -17 18 21 20 -1 22 23 -15 25 -7 -26 -28 -29 -30
right_child=-2 2 -4 -5 5 24 7 -9 -10 -11 -12 -13 13 17 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 26 -27 27 28 29 -31
leaf_value=-0.1002372000259153 0.025850668333131446 -0.028505073746271981 0.01981261372122653 -0.10055171693355001 0.035208735362968563 -0.00098218738025454251 -0.10010538729868877 0.035293715686379117 0.03517402148888199 -0.1009876383901392 -0.10054232522866438 0.016682714795166403 0.098483535586132112 -0.10077154569072432 -0.080333944837540985 -0.01147898896640717 0.071380158656756162 0.030994363058262555 -0.10035272913597644 0.010731180280015008 -0.015914418543047756 -0.03187154369468629 0.055963165438402851 0.055218626121723804 0.02865459420473368 -0.041690206248823546 -0.10175982046945216 0.060390545000733348 -0.070121212996273677 0.0061885056075949999
leaf_weight=0.013518220776687406 0.033089661456618624 0.014027598040286467 0.022318087278179192 0.013633020319846756 0.13532468686025856 2.7600471587409037 0.0074704195863903857 0.026102153224201174 0.083258457707643174 0.040502980462065352 0.036932835068949954 0.018462512140104081 0.023328637319103507 0.011241393254661336 0.029932188230645806 0.020559708753353334 0.028325597761330812 0.062242716456634817 0.017770298645119809 0.077224106669746106 0.072959353423357243 0.026732775913842488 0.035631508508231491 0.0094773364488673906 0.18775104509302326 0.079941536472435959 0.026364470261796669 0.041290552409779691 0.034744947479131927 0.3823555805638208
leaf_count=69 44 41 28 30 25 1435 40 17 28 12 66 23 13 45 12 11 47 40 55 27 38 7 8 11 45 37 8 13 27 598
internal_value=-8.13101e-05 -0.000279049 -0.0265814 -0.0640145 2.74108e-05 0.00105308 -0.00580337 -0.0363265 -0.000890116 -0.00728625 -0.0660636 -0.0169601 0.0015615 0.0159631 -0.00950901 0.000463116 0.0365321 0.00415967 -0.0124017 -0.0103079 -0.0290958 0.00640986 0.0245707 -0.0294172 -0.000262823 -0.00212806 0.00761405 -0.000535183 0.00528678 -0.000168181
internal_weight=4.37256 4.33947 0.0499787 0.0276606 4.28949 3.64782 0.641673 0.0889679 0.552705 0.469447 0.0628658 0.0259329 0.428944 0.186425 0.242519 0.212587 0.0488853 0.163096 0.100853 0.163702 0.0864776 0.083083 0.0563502 0.0207187 3.5125 2.83999 0.672507 0.484756 0.458391 0.417101
internal_count=2900 2856 99 71 2757 2188 569 146 423 395 129 63 383 179 204 192 58 166 126 134 107 71 64 56 2163 1472 691 646 638 625
is_linear=0
shrinkage=0.1


Tree=612
num_leaves=31
num_cat=0
split_feature=1 1 2 0 4 3 4 1 4 0 4 1 1 3 3 4 2 2 3 4 3 3 2 3 3 2 0 2 1 1
split_gain=0.00208207 0.011536 0.00637655 0.00983397 0.00948646 0.00771182 0.00693657 0.00594273 0.00693123 0.00493341 0.00991332 0.00866281 0.00483829 0.00425779 0.00400089 0.0038232 0.00472636 0.00295001 0.00911824 0.00650314 0.013649 0.0143457 0.00601555 0.0068806 0.00478107 0.00836165 0.011832 0.00645828 0.0053889 0.0113456
threshold=81.524804347700012 82.011415269350024 -0.15818499999999999 104.86330937810001 42.406961525800007 -0.22125500000000001 39.211875820650008 89.619751778500017 53.584625139500005 103.44649194340002 46.650420857800007 80.677940036650014 85.18917277955002 0.094275000000000025 0.090640000000000012 45.027406014450008 0.11061500000000003 0.20327000000000003 0.11263500000000003 37.020641110850008 0.091545000000000029 -0.11050499999999999 0.15675000000000003 0.10236000000000002 0.12746000000000005 -0.091399999999999995 86.345209775600011 -0.15218499999999999 78.962703749400006 77.898074329750017
decision_type=2 2 2 2 2 2 2 2 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 7 6 -5 -6 -4 13 -9 11 14 17 -7 -3 -11 16 -14 22 19 -19 21 -21 24 -24 28 27 -27 -26 29 -1
right_child=1 2 3 4 5 12 -8 8 -10 10 -12 -13 15 -15 -16 -17 -18 18 -20 20 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.00043830742383155278 -0.10039026253496959 0.057846424912750806 0.022953301693829375 -0.10012069188761515 -0.10031262136303716 0.058128489624177826 -0.10023263057466439 -0.10011485922923957 0.1000802743931595 -0.10024505811521439 0.028118916850932547 0.03982965120011412 -0.10016349973641321 -0.010376086255127231 -0.024441481995144194 0.024067403280797456 0.028176896942742849 -0.035287576574507561 0.061185802317081588 0.038677156457796104 0.079800115217073114 -0.054069153713561295 0.0020730260432454415 -0.059305710419488879 -0.027060681432959772 -0.10056366438583571 -0.00049919195302747254 0.025655848304115148 -0.029862977083884863 0.03610390241742719
leaf_weight=3.5536483302444632 0.013301884891952998 0.032846158090011901 0.0059486598059273052 0.0083168007611723466 0.0054528218241784989 0.0243075255984877 0.019739546627438376 0.0068360429141349766 0.002315127057954669 0.016548327086246206 0.016985386131921132 0.05583841969291814 0.00684198464516661 0.012679426523412918 0.012020149977711725 0.022323021816336441 0.0049421487720060497 0.034848969587244372 0.032057198348411475 0.033258418953664659 0.024230077211200296 0.033451697319533125 0.036317690081887011 0.036739862072863616 0.046176539679436246 0.024433259495907467 0.022884307636959367 0.046784632149297067 0.056226006117867544 0.091489013058897117
leaf_count=1710 34 56 28 211 20 16 51 122 1 36 25 28 42 23 17 88 5 25 19 20 20 38 31 17 22 17 30 23 44 81
internal_value=-8.87183e-05 -0.0110769 -0.00328905 -0.0185703 0.000339181 0.013421 -0.0717063 0.0240647 -0.0494681 0.000347898 -0.0323807 0.000709036 0.0240377 0.0388456 -0.0683508 -0.000258173 -0.0463388 0.000172655 0.0135759 0.0014426 0.0155179 -0.00783035 -0.000367784 -0.0287937 0.0001728 -0.0179485 -0.0521692 -0.000529998 0.000859582 0.00133348
internal_weight=4.33979 0.165851 0.152549 0.0978725 0.0721843 0.0638675 0.0256882 0.0546768 0.00915117 4.17394 0.0455539 4.12838 0.0584147 0.0455256 0.0285685 0.0341072 0.0117841 4.07255 0.157846 0.125789 0.0909402 0.0667101 3.9147 0.0730576 3.84164 0.140279 0.0473176 0.0929612 3.70136 3.64514
internal_count=2900 697 663 461 382 171 79 202 123 2203 78 2125 151 79 53 135 47 2097 122 103 78 58 1975 48 1927 92 47 45 1835 1791
is_linear=0
shrinkage=0.1


Tree=613
num_leaves=31
num_cat=0
split_feature=0 1 1 0 2 3 0 2 0 2 4 4 4 3 1 2 1 4 4 4 4 4 2 0 0 0 3 3 3 3
split_gain=0.00206849 0.00653657 0.0051793 0.00432966 0.00667421 0.00650061 0.00525943 0.00348314 0.00315018 0.00440214 0.00670576 0.00254388 0.00606586 0.0140737 0.00376803 0.0160874 0.0074113 0.00644593 0.00616072 0.00806771 0.0114093 0.0101596 0.00856143 0.00584046 0.0132483 0.00859412 0.00618606 0.00807374 0.004246 0.00398497
threshold=105.98708487665002 84.600400448950026 85.097765203050002 110.50907145210002 0.20981000000000005 0.07870000000000002 113.28087178455002 -0.044409999999999998 122.45926784190002 -0.088099999999999998 46.177190236600005 49.49736495185001 49.700765821350011 -0.21013499999999999 81.524804347700012 -0.085734999999999992 80.677940036650014 48.988717865950008 48.852845034800005 44.527357125550004 44.086690780350004 44.758188263300006 -0.095714999999999995 71.249517373150013 83.011521693850014 85.737618238150006 -0.21013499999999999 0.080515000000000017 0.087725000000000011 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=11 7 -3 4 -4 6 -5 -2 9 10 -8 14 -13 -14 16 29 17 18 19 20 -1 -21 -22 -23 -25 -26 -27 -28 -29 -16
right_child=1 2 3 5 -6 -7 8 -9 -10 -11 -12 12 13 -15 15 -17 -18 -19 -20 21 22 23 -24 24 25 26 27 28 -30 -31
leaf_value=1.4803104099333148e-05 -0.10023567193608059 0.073313482824538548 -0.10012638177125675 0.067258638825517983 0.051798706195179262 -0.10006071228736087 0.063374602834373003 -0.027530360843376841 -0.10011971216612517 0.071347243503946986 -0.10027387450308259 0.093873833595146838 -0.10041208719588093 0.04811771933786374 -0.026736711188600056 -0.10022917625848485 0.032579791552817108 -0.038741376053491108 0.036348274541174952 -0.10112137675336058 0.084407978876595777 0.042897429647988976 0.0051974576187744578 -0.10076841246155144 0.051775233683052327 0.039734691950471891 -0.1003682835876786 0.020525652293913954 -0.042356938811950864 0.03091648510640459
leaf_weight=3.7646216317632395 0.010661736492400209 0.0089418597578454495 0.010060872606358268 0.015204134553357562 0.0040579135431642053 0.0048991025659721457 0.0042249074689918436 0.017250934818498459 0.0032918481180038697 0.0065000138280428841 0.0061470764736384353 0.0097608346575269733 0.0091442622100146309 0.021098974267566462 0.020422229690041149 0.01945635479823371 0.070266663812162622 0.04288453360172173 0.046688870061188825 0.015145397831967 0.028172816189773187 0.015574831972478886 0.02646167466767213 0.018074122253043168 0.019518401516364747 0.01285744771945474 0.01492310257988394 0.018905188269670248 0.024855445886373673 0.02903228969281324
leaf_count=1738 40 10 111 28 10 186 36 36 57 18 17 5 12 101 21 84 37 30 17 30 23 18 22 27 11 40 43 18 28 46
internal_value=-8.84679e-05 -0.0149854 0.0027845 -0.00881153 -0.0564612 0.00789582 0.0228497 -0.0553014 -0.0106359 0.00682306 -0.0336136 0.000233019 0.0253306 0.00320865 -6.72296e-06 -0.0231972 0.000381259 -0.000177561 0.000235289 -0.000190583 0.000673239 -0.0237806 0.0460431 -0.0143879 -0.0225632 -0.00704054 -0.0230871 -0.0368512 -0.0151908 0.00710861
internal_weight=4.31911 0.0912404 0.0633277 0.0543859 0.0141188 0.0402671 0.035368 0.0279127 0.0201638 0.016872 0.010372 4.22787 0.0400041 0.0302432 4.18786 0.0689109 4.11895 4.04868 4.0058 3.95911 3.81926 0.139854 0.0546345 0.124709 0.109134 0.0910596 0.0715412 0.0586837 0.0437606 0.0494545
internal_count=2900 549 473 463 121 342 156 76 128 71 53 2351 118 113 2233 151 2082 2045 2015 1998 1783 215 45 185 167 140 129 89 46 67
is_linear=0
shrinkage=0.1


Tree=614
num_leaves=31
num_cat=0
split_feature=1 3 0 1 0 2 0 2 2 4 1 4 0 0 3 4 4 4 2 0 2 0 0 0 4 1 3 4 3 2
split_gain=0.00200742 0.016227 0.0145377 0.00980277 0.0127973 0.0205359 0.0123934 0.0150584 0.0264419 0.00903812 0.020652 0.0168047 0.0167255 0.016149 0.0143104 0.0153453 0.0124479 0.00887377 0.0154133 0.0217909 0.0167966 0.0167731 0.0138253 0.0194467 0.0120234 0.0157758 0.0114903 0.0111256 0.0112326 0.0103014
threshold=68.961639504150014 0.25847000000000003 92.031298721500022 68.214248143850014 91.625341543800019 -0.053019999999999991 90.337570099350003 -0.121865 -0.053019999999999991 38.115457128050004 65.004229136100022 37.020641110850008 87.29692395375001 85.872041144650012 0.090640000000000012 36.30367149775001 35.818873074050011 38.703421923500009 -0.033594999999999993 94.776214472700005 -0.024989999999999998 94.832672093450014 97.013011637200023 97.483491810050012 36.514114975300011 72.026481772850005 0.11467000000000002 39.211875820650008 0.091385000000000022 -0.59511499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 -6 9 -8 -9 11 -11 14 -12 -13 15 -1 -16 18 19 -4 -20 -21 -23 -24 25 -22 -27 28 -19 -29
right_child=1 -3 17 -5 5 -7 7 8 -10 10 12 13 -14 -15 16 -17 -18 27 20 21 24 22 23 -25 -26 26 -28 29 -30 -31
leaf_value=-0.0047576887683360705 -0.10032829412744082 -0.10037043530355672 -0.088183983085766082 0.033050065418460541 -0.10061819550165355 0.0087283608330721279 -0.019668049214713886 0.088475210220516839 -0.0060950214616171845 -0.00084155161661498635 -0.0023254012556436958 0.0080607001157738927 -0.10074914069369478 0.086180276278444559 -0.0099221536162839956 -0.10149340698349117 0.048976538610565591 -0.0018065174986868133 0.098622892196611633 0.10035093115860201 0.086172411180710298 -0.077116479318277809 0.081165521898631326 -0.045597869112945687 -0.02930171051120662 -0.10022806335749773 0.099489343865230923 0.038300191773555967 0.065329815314191478 -0.0030072428100746079
leaf_weight=0.050982311922144308 0.014884677486375675 0.017010844614432918 0.05568636798728295 0.094464129179186673 0.032164132680208013 0.036855871640625426 0.047920716697262833 0.066856886784080416 0.05300530728557884 2.2530216898287572 0.031587559045698543 0.051743891976002487 0.038079437776104896 0.054160059662535787 0.075790297662237549 0.02417394842603926 0.068145972269121557 0.045448391149864764 0.017784687909237817 0.012162896348399954 0.025345168289732198 0.031733843842374654 0.020784013674983726 0.0289712209663716 0.07525275995834324 0.010404713008522262 0.0039836660292107426 0.065040582132903757 0.055175495511332051 0.84114852546088514
leaf_count=88 61 39 43 34 40 34 19 25 27 844 28 27 20 14 35 8 11 36 11 2 9 37 8 210 61 77 3 50 25 974
internal_value=-8.75383e-05 -0.00333248 -0.00206642 0.00135121 0.000313108 -0.0422284 0.00135599 0.027712 0.0466545 -0.000314177 -0.00249967 0.0153051 -0.0561231 0.0480116 -0.000504369 -0.0358727 0.0179632 -0.000931674 -0.0166066 -0.0386463 0.00818315 -0.00919068 -0.0255406 0.00735439 -0.00580497 0.0386963 -0.0449329 0.00346045 0.0350066 -4.24537e-05
internal_weight=4.29977 1.32082 1.30381 2.97895 2.88449 0.06902 2.81547 0.167783 0.119862 2.64769 2.32269 0.324996 0.069667 0.105904 0.219093 0.0751563 0.143936 1.28892 0.282109 0.149338 0.132771 0.093652 0.0814891 0.0497552 0.114986 0.0397335 0.0143884 1.00681 0.100624 0.906189
internal_count=2900 1646 1607 1254 1220 74 1146 71 52 1075 892 183 48 41 142 96 46 1546 461 300 161 257 255 218 150 89 80 1085 61 1024
is_linear=0
shrinkage=0.1


Tree=615
num_leaves=31
num_cat=0
split_feature=2 4 2 4 1 4 0 0 1 3 1 0 0 1 4 4 4 3 1 4 2 3 1 4 4 4 4 2 1 1
split_gain=0.0021197 0.00375944 0.00328358 0.00719499 0.00409521 0.0066591 0.00205078 0.0141094 0.00831532 0.0168159 0.0106332 0.0176791 0.0101972 0.00714344 0.00675457 0.00553916 0.00559668 0.0106523 0.0194647 0.00631805 0.00595728 0.016286 0.00540426 0.0255577 0.0220517 0.0327452 0.0285019 0.0268037 0.0153181 0.0217933
threshold=0.68694500000000025 41.43512228960001 0.27148500000000009 38.938637541200009 69.276189105400007 38.115457128050004 85.716110573100011 85.775256651950016 62.00390986255001 0.10332500000000001 61.971648364950006 85.447264760050004 83.680947768350009 61.907125369850007 42.131954243650007 35.131296350900008 41.24714903835001 0.085765000000000022 57.729261435100007 49.275256100300005 -0.092289999999999997 -0.059734999999999996 62.095317438950012 39.749124837650008 42.852084787850011 40.12915366295001 41.919251152600005 -0.068524999999999989 62.132955852800002 62.154463517850012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 -4 -6 8 -8 10 12 11 13 14 15 -10 -1 20 18 19 -18 21 -17 23 -9 25 -25 -27 -28 -24 -30
right_child=1 -3 3 -5 5 -7 7 22 9 -11 -12 -13 -14 -15 -16 16 17 -19 -20 -21 -22 -23 28 24 -26 26 27 -29 29 -31
leaf_value=0.049358931849383454 0.057030921678173911 -0.012343316132139508 0.035358604027016731 -0.10033929983722641 0.011818900790805876 -0.1004849404055292 0.03309213764570474 0.036272969863515372 -0.10009539129737935 0.032522374632556618 0.041059077350311529 -0.04280324079504573 -0.10049200310757359 0.047764832101569961 0.017679519047036917 0.0091387876073398388 0.023209105263282331 0.043188536497645869 -0.09461307071663376 -0.033638899308921631 -0.0015265726650402242 -0.10075475135415407 0.027399774434904541 -0.097501885620201345 0.019262916973153372 -0.0025122173112337703 -0.10102803581670504 -0.010024395669718128 -0.066624187677322505 0.0010721465643579562
leaf_weight=0.021368959617846017 0.017319759761947107 0.014228538996235329 0.014561206312919048 0.010317752820149628 0.013231014663710152 0.008786013236192991 0.13145804786472615 0.11765098235082394 0.0067587113174401017 0.025735664718581575 0.054682968533711573 0.10031848065037252 0.03342376641519218 0.034556968122276377 0.017421923526114824 0.027637030170581056 0.080428559123076449 0.058840170203971809 0.02166363673160987 0.025828585636190837 0.080326536238771951 0.026336804313416451 0.21770550459405091 0.053229165048833238 0.15898339258365013 0.41406039995399624 0.065798594054285786 0.06369594160298675 0.048561229879851786 2.2939091708311437
leaf_count=51 21 23 8 38 43 10 25 27 40 17 22 35 66 19 23 26 145 39 24 11 33 18 31 14 41 105 23 33 11 1878
internal_value=-8.20576e-05 0.0257426 -0.000274788 -0.0265886 -0.00578546 -0.0329966 2.04035e-05 0.000940583 -0.00531087 -0.0346813 -0.000709777 -0.00549506 -0.0647056 0.00443286 -0.0152397 5.99329e-05 -0.00322127 0.00797483 -0.00822254 0.00939071 -0.0187908 -0.0444843 -0.000290366 -0.00708267 -0.0138319 -0.0226483 -0.0153181 -0.056265 0.00202687 -0.000331251
internal_weight=4.25883 0.0315483 4.22728 0.046896 0.0365782 0.022017 4.18038 3.56505 0.615329 0.0833401 0.531989 0.477306 0.0576044 0.376987 0.0241806 0.34243 0.321061 0.186761 0.127921 0.106257 0.1343 0.0539738 3.43359 0.873418 0.755767 0.596784 0.543555 0.129495 2.56018 2.34247
internal_count=2900 44 2856 99 61 53 2757 2188 569 146 423 401 129 366 63 347 296 219 180 156 77 44 2163 243 216 175 161 56 1920 1889
is_linear=0
shrinkage=0.1


Tree=616
num_leaves=31
num_cat=0
split_feature=0 3 3 3 3 3 4 3 3 3 0 1 3 4 4 0 1 3 1 1 4 3 3 3 3 1 0 0 0 1
split_gain=0.00212007 0.0077122 0.00495133 0.00664043 0.00357503 0.00415253 0.00696179 0.00577796 0.00298411 0.00898287 0.0102893 0.0170354 0.00771042 0.00724065 0.0110656 0.0103392 0.0154856 0.010906 0.00865115 0.016599 0.00865009 0.00688465 0.0130896 0.00819247 0.00948125 0.0126992 0.0057455 0.00563259 0.00825038 0.00519999
threshold=71.249517373150013 -0.23472499999999999 -0.15684499999999998 -1.0000000180025095e-35 -0.54481999999999997 -0.27223499999999995 35.616518500750011 -0.397505 -0.093074999999999991 1.0000000180025095e-35 97.013011637200023 61.998532946250002 0.048965000000000009 41.872669623500009 41.169697216150006 86.162394622750014 65.111767461350013 -0.2485 68.214248143850014 70.026268923800004 42.541806567400009 -0.25095999999999996 -0.24701499999999998 -0.23958499999999999 -0.22588499999999997 64.84561010645001 113.28087178455002 104.62941352080001 92.313586825200005 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 -1 -3 -4 -2 6 -6 -8 13 10 11 -10 -11 14 15 17 -17 -7 -18 -20 -15 -22 -23 -24 -25 -26 27 28 -27 -13
right_child=4 2 3 -5 5 8 7 -9 9 12 -12 29 -14 20 -16 16 18 -19 19 -21 21 22 23 24 25 26 -28 -29 -30 -31
leaf_value=-0.10036042857041644 0.032166330178542986 0.072035434262344086 -0.10026136153359702 0.021683964931327609 0.019361692175318915 -0.088463149134605817 -0.10041734325494359 -0.013494376064327138 0.012305084036350986 0.038738714976227717 0.034571993491419609 -0.04625329953997756 -0.00026492388537474007 -0.063303830761770333 0.059048078660966112 0.099700689780952978 -0.045680764739936985 0.0082299822387330978 0.096945425548124214 -0.00021430947787866631 -0.040184383922000876 0.094283231599045308 -0.067050590440856456 0.076884574677591105 -0.10032008184196034 0.07710554342253928 -0.044463864773542965 0.084909619029824648 -0.05950636566170308 -0.10057688285899968
leaf_weight=0.0097256114733209609 0.034506238169725978 0.0075812709121834123 0.0070885109621672262 0.012067395913945456 0.018509120532693379 0.020202089367813869 0.015791297435613583 0.014828030382012969 0.045681947880767071 0.051430662148050366 0.024470117618314635 0.052868520442359013 3.4894484356441589 0.024327440038405257 0.0537364288848039 0.021324436376744416 0.024566552141550346 0.027602207352073527 0.02225460359477438 0.083776076024797419 0.030764740674811719 0.016880413137187134 0.015808299862897002 0.017348975255913501 0.01170729397667003 0.0079314663983609535 0.011284796398488339 0.014428525637953271 0.0099874603387775096 0.026429643196487662
leaf_count=65 39 17 51 13 23 13 22 36 33 12 42 33 2068 19 20 8 16 38 9 108 29 6 35 15 16 11 26 9 36 32
internal_value=-9.76016e-05 -0.0241063 0.0036311 -0.0234411 0.000111435 -0.000154876 -0.0290554 -0.0583231 0.000191066 -0.000712005 -0.024727 -0.0363373 0.000301597 0.00824223 0.0187658 0.00792784 0.0206907 -0.0326325 0.00778967 0.0201784 -0.00837985 0.00143462 0.0135852 -0.0018076 0.0123815 -0.00784031 0.0169736 0.0384068 0.000962254 -0.0643591
internal_weight=4.22436 0.0364628 0.0267372 0.0191559 4.1879 4.15339 0.0491284 0.0306193 4.10426 3.69033 0.14945 0.12498 3.54088 0.413932 0.253462 0.199726 0.151922 0.0478043 0.130597 0.106031 0.160469 0.136142 0.105377 0.0884968 0.0726885 0.0553395 0.0436322 0.0323475 0.0179189 0.0792982
internal_count=2900 146 81 64 2754 2715 81 58 2634 2220 140 98 2080 414 212 192 141 51 133 117 202 183 154 148 113 98 82 56 47 65
is_linear=0
shrinkage=0.1


Tree=617
num_leaves=31
num_cat=0
split_feature=0 0 3 2 1 0 3 0 0 4 0 3 1 1 2 4 4 1 0 4 1 2 2 3 0 4 4 0 3 2
split_gain=0.00188533 0.00692562 0.0182631 0.00601184 0.00518324 0.0137018 0.00830195 0.0130817 0.00652727 0.00564797 0.0102534 0.00868474 0.00813743 0.00902366 0.00811126 0.00846949 0.0122157 0.00583247 0.00596819 0.00747506 0.00788015 0.00512696 0.0127745 0.00886166 0.00469489 0.00437726 0.0130916 0.00520699 0.00482578 0.00436602
threshold=98.201310130900012 97.32487278035002 0.088990000000000027 -0.093604999999999994 76.919475570250015 100.13162306855001 0.11308000000000003 99.744485097750015 99.515966156650009 38.703421923500009 100.37896121655002 0.10500500000000003 78.962703749400006 79.535345331150026 0.25828500000000004 39.468990633150007 40.580626202750004 78.220689305400015 101.23657936015002 33.151194885250007 88.16529592995002 -0.088944999999999996 -0.156745 -0.15517999999999998 110.99299391555002 44.710446918150005 42.622319549950006 113.28087178455002 0.086230000000000015 -0.16080999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 17 -11 12 -12 -14 15 -15 -17 -10 -19 -20 -21 22 23 -18 29 26 28 -27 -23 -25
right_child=4 2 3 -5 8 -7 -8 -9 9 10 11 -13 13 14 -16 16 21 18 19 20 -22 25 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-0.00024946123828071095 -0.074978971233098143 0.057313691008496065 0.010288236010918453 -0.043125199595852752 -0.050963178404283771 -0.10029286994937661 0.039134012338221585 0.051576626145029628 -0.10051640007344685 0.048798189163267482 0.034674616952212335 -0.069084559993537575 -0.10049782861589662 0.062036737589785076 -0.076249938334510825 -0.1004033960500437 0.080017072795518007 0.039196411833892282 0.078909479052437892 -0.10019139496778307 0.079308975491661243 -0.009990477150726795 -0.10022708182919407 -0.051728117668865162 -0.10017917178439117 0.074727552990975069 -0.072525970718857191 -0.0076202309810969029 0.062300530472822829 0.02775555982042386
leaf_weight=3.5422440303063172 0.02595319112276695 0.074636761874898983 0.056747654227280009 0.033518317053221836 0.024848144188048593 0.02021431887287406 0.024959924623544794 0.011918587287347293 0.0095705715659218094 0.048744797350536828 0.064459732945891801 0.01748472879031604 0.0096321480450569652 0.022171780458609902 0.013498605575846145 0.012125588311924007 0.012288930564778817 0.01372492978407536 0.0040187669013316022 0.015406296317909352 0.0029072134757547807 0.01529004211017071 0.01453681385499727 0.011107891414399169 0.005877559010404986 0.022929583905352047 0.0166007874023128 0.011544659587265471 0.023314859118656273 0.018290084051159332
leaf_count=1747 50 34 35 21 23 53 13 14 29 25 41 35 11 37 41 39 19 14 90 89 72 33 79 36 57 14 34 49 27 39
internal_value=-8.97943e-05 0.000683114 0.0207156 -0.00954569 -0.00589678 -0.0286804 -0.00564112 -0.0351508 -0.00128614 0.00191567 0.00635032 -0.000756279 0.00360922 -0.00596238 -0.00139984 0.00402998 -0.00381664 -0.0311197 -0.0126999 -0.0445943 -0.0716963 0.00389955 -0.0181865 0.006887 -0.0185893 0.0191936 0.00173506 0.0471511 0.0336686 -0.00227699
internal_weight=4.20057 3.70715 0.164903 0.090266 0.493421 0.083046 0.0628317 0.0378718 0.410375 0.385526 0.339899 0.291154 0.273669 0.209209 0.199577 0.186079 0.163907 0.0456278 0.0360572 0.0223323 0.0183135 0.151781 0.0621013 0.0475645 0.0352755 0.0896799 0.0552057 0.0344742 0.0386049 0.029398
internal_count=2900 1837 90 56 1063 130 77 64 933 910 616 591 556 515 504 463 426 294 265 251 161 387 230 151 132 157 94 63 60 75
is_linear=0
shrinkage=0.1


Tree=618
num_leaves=31
num_cat=0
split_feature=4 2 2 4 3 4 1 2 2 1 0 2 4 4 1 3 3 2 1 0 4 1 1 1 4 1 4 3 3 2
split_gain=0.00195285 0.00804024 0.0116531 0.00637208 0.00863204 0.00479293 0.00314196 0.00310041 0.0089607 0.0121167 0.0252252 0.0151831 0.00912288 0.0110284 0.0192549 0.00963616 0.0125421 0.00857196 0.0150895 0.0215113 0.0234214 0.020335 0.0221953 0.0217093 0.0169787 0.0135754 0.0143236 0.0132106 0.0128302 0.0126216
threshold=33.96174662340001 -0.22089 0.15973500000000004 32.483642351600004 0.088500000000000023 34.997818021800008 69.64719632740001 -0.11808 -0.14380499999999999 62.116825104000007 89.528344202050008 -0.12835499999999997 39.268993001500007 35.818873074050011 78.285212300550015 0.12191500000000002 0.10790500000000001 -0.088099999999999998 62.837331883000012 85.807518149550006 41.966555987550002 64.654729579150015 66.318885161900013 68.961639504150014 42.131954243650007 72.303392960300016 42.487106141350004 0.090720000000000023 0.084795000000000023 -0.085734999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -2 8 12 -10 -11 -12 13 -7 -15 16 -14 18 19 20 -9 -20 -23 -24 -21 27 -27 28 -25 -19
right_child=5 2 -4 -5 -6 7 -8 17 9 10 11 -13 15 14 -16 -17 -18 29 21 24 -22 22 23 25 -26 26 -28 -29 -30 -31
leaf_value=-0.10031994348695919 0.053911105524707126 0.051901976048480861 -0.073315753231312217 0.06490543376287615 -0.10042538780574005 0.020240787150395248 0.00253228331734154 0.027684031559959573 0.045523065921346272 -0.076067532673782468 -0.0087305260313270908 0.066521983122342518 0.0043216645010274272 -0.07259151882691775 0.046613641504567441 -0.037770279851315307 0.07483301598694396 0.027473013299511378 0.062273686630004849 -0.088685921885907015 -0.044667646326799239 -0.063419770588012389 0.062541016056227555 -0.004663046538461447 -0.020199718713170389 0.036703462292019727 -0.040256158911135327 0.0056370121269535105 -0.10071291789797754 -0.00090119291472263909
leaf_weight=0.0098999322327330552 0.027244677812347906 0.0078262425501774181 0.015886264758455886 0.021076951616062573 0.0070905498581817538 0.034891795634127504 0.021136035606031334 0.10136041492114645 0.1116897407773649 0.032361901200602006 0.06070735166932742 0.048018866073554989 0.55118138817936602 0.063282597843622779 0.017242343634493923 0.05106622475432232 0.02643616821364958 0.16884720004740295 0.048914064420387149 0.075637267902493477 0.080099176734961475 0.057290143609861843 0.052956289728172151 0.021929382024609367 0.069424958483068622 0.08438224520327306 0.033899600115890438 0.046069146822787843 0.038016754359659899 2.1919844225026295
leaf_count=77 21 25 49 37 28 21 39 25 26 12 38 24 645 94 61 22 21 62 9 20 51 13 20 18 25 54 39 28 33 1263
internal_value=-8.89488e-05 -0.0177362 -0.00197723 0.0295089 -0.0205053 0.000175926 0.0314653 -0.000196227 0.00464931 0.0209159 0.00143607 0.0245047 -0.000876603 -0.026719 -0.0470668 0.00386766 0.0075488 -0.00176923 -0.0114036 -0.0272022 -0.00425316 0.0020492 -0.00675631 0.00495233 -0.0559093 -0.0086443 0.0146468 -0.0346303 -0.0655761 0.00112814
internal_weight=4.17785 0.0617799 0.05188 0.0359937 0.0149168 4.11607 0.0483807 4.06769 0.996878 0.252778 0.141088 0.108726 0.744101 0.115417 0.0805249 0.628684 0.577618 3.07081 0.709979 0.326522 0.18146 0.383458 0.334544 0.277253 0.145062 0.224297 0.118282 0.106015 0.0599461 2.36083
internal_count=2900 216 139 90 53 2684 60 2624 964 100 74 62 864 176 155 688 666 1660 335 121 76 214 205 192 45 172 93 79 51 1325
is_linear=0
shrinkage=0.1


Tree=619
num_leaves=31
num_cat=0
split_feature=0 0 1 3 4 4 1 2 2 0 0 0 0 3 0 0 4 1 4 1 4 3 4 1 1 1 3 4 2 0
split_gain=0.00200682 0.0174493 0.0126042 0.0175186 0.0123746 0.0109592 0.0130835 0.00954226 0.0167836 0.0141415 0.0151585 0.0105852 0.0175769 0.00946981 0.00904703 0.0100016 0.00890485 0.0161044 0.0239212 0.0137244 0.0172482 0.0137674 0.0135362 0.0131622 0.013059 0.0110993 0.01155 0.00887694 0.0134172 0.00877404
threshold=90.837623311600012 90.437043050150024 67.649671936450019 0.084795000000000023 37.858673296900008 38.703421923500009 68.321786469100019 -0.033594999999999993 -0.024989999999999998 94.776214472700005 94.832672093450014 97.013011637200023 97.483491810050012 -0.22253999999999999 92.464140480550014 93.262612545250008 38.115457128050004 63.910026677050006 40.660558922250004 59.74022811670001 37.020641110850008 0.085880000000000026 35.461062230100005 62.837331883000012 65.630639880500027 65.004229136100022 0.080515000000000017 39.211875820650008 -0.071129999999999985 93.262612545250008
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -5 7 -7 9 -9 -4 -11 -12 -13 -14 -8 -16 19 23 -19 -1 21 22 -21 -18 -23 -20 -27 28 -17 -10
right_child=2 -3 5 4 -6 6 14 8 29 10 11 12 13 -15 15 27 17 18 25 20 -22 24 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.04760663457210336 0.01640894076952169 0.046243690706850318 -0.072711391335484987 -0.0076996865536946334 -0.10061553663543091 0.06274107734049976 0.066748152036946326 0.098325765721300112 -0.059623980747846195 0.10029124833797315 -0.072955933270082166 0.078261691676073969 0.068698458930320297 -0.076356453340508168 -0.069821675738489339 -0.0094466829109758864 -0.0014642580717489418 -0.073922747942392023 0.058983855703234327 0.002911812982515746 0.058203283528241473 0.048957458916029047 -0.10104801684793706 0.037476560615959768 -0.011510843143605143 0.020333074804210455 -0.067199583559145556 -0.00099934358230590161 0.065479831389752205 0.0029402626371361727
leaf_weight=0.030926116704677764 0.038448640381972488 0.084524192684366173 0.060525609642459899 0.021717040792282205 0.042158668339249417 0.036826940560558463 0.021184227015851209 0.015666632117319779 0.02906562340649535 0.010943906181182683 0.029089599576035845 0.018906004284417577 0.0056532554064574565 0.022074865328522316 0.019709066989022861 0.044295853397067764 2.0308886421644723 0.074917425986093744 0.025320774764168164 0.031728103547452868 0.092090696295649366 0.079265256997274491 0.020693212522701288 0.090674863987260212 0.065005476377647087 0.032852799002224264 0.027856081753837358 0.88876057178792711 0.051903971070283439 0.09797012706659855
leaf_count=63 34 35 53 6 45 23 17 11 9 2 38 8 32 186 11 36 775 31 26 39 29 35 10 30 12 37 45 1040 29 153
internal_value=-9.1568e-05 0.00152827 -0.0030829 -0.0369231 -0.0690252 -0.000522843 0.00417857 -0.017757 0.000669108 -0.0356209 -0.0097182 -0.0256172 0.00391189 -0.0467824 0.00207625 0.00071259 7.58436e-05 -0.00211349 -0.0326101 0.0157063 0.0224865 0.00576402 -0.0381261 0.000200059 0.0217117 0.00336626 -0.019831 0.00212398 0.0309794 -0.0113744
internal_weight=4.14164 2.68674 1.4549 0.102324 0.0638757 1.35258 1.06268 0.289896 0.142702 0.147193 0.0866676 0.0757237 0.0466341 0.0277281 1.02585 1.00467 2.60222 2.28251 0.160947 0.319709 0.288783 0.196692 0.0524213 2.12156 0.144271 0.0860297 0.0607089 0.98496 0.0961998 0.127036
internal_count=2900 1167 1733 85 51 1648 1156 492 173 319 266 264 226 218 1133 1116 1132 944 139 188 125 96 49 805 47 108 82 1105 65 162
is_linear=0
shrinkage=0.1


Tree=620
num_leaves=31
num_cat=0
split_feature=1 1 3 3 0 2 2 3 3 4 4 0 0 4 1 2 3 3 4 4 2 3 2 0 4 3 3 3 2 0
split_gain=0.00188676 0.00967263 0.00483866 0.00719897 0.00684443 0.00497628 0.00511017 0.00604324 0.00760075 0.00561796 0.00434303 0.00402017 0.00363459 0.0079539 0.00590413 0.0049433 0.00342721 0.005743 0.00310853 0.007163 0.00281588 0.00923422 0.00547699 0.00665726 0.00458966 0.0124327 0.0108855 0.0038145 0.00682855 0.0118297
threshold=81.524804347700012 82.011415269350024 0.095845000000000027 0.093480000000000021 101.83879398140002 -0.24103499999999997 -0.16030499999999998 -0.22125500000000001 0.075065000000000021 50.264779514000004 42.406961525800007 113.28087178455002 103.44649194340002 46.650420857800007 80.677940036650014 -0.0086649999999999991 -0.21013499999999999 0.079095000000000013 42.526729949000007 48.680511450650009 0.20327000000000003 0.11263500000000003 0.15675000000000003 87.181320254150009 37.020641110850008 0.091545000000000029 -0.11050499999999999 0.12746000000000005 -0.091399999999999995 86.345209775600011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 -2 3 4 -3 -6 16 -8 11 10 -10 -9 14 15 20 -14 -7 -18 -12 -20 22 24 27 -24 -22 26 -26 -1 -29 -30
right_child=1 2 -4 -5 5 6 7 8 9 -11 18 -13 13 -15 -16 -17 17 -19 19 -21 21 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=0.00081048155606344675 -0.10033484226038435 -0.10017690039020927 -0.067102017438026004 0.065284595850154642 -0.10009312377137242 0.099649149058255851 -0.10017558167246476 0.06772900670462359 -0.10013163271526587 -0.10018530940640234 0.051417383755249013 -0.016506397089651483 -0.1002548130264988 0.02805638622877903 0.034339716103625073 -0.0085315826705651739 -0.10013784246493787 0.0883220935115131 -0.062184422880496276 0.0533536228852306 -0.030603435243771949 0.063969536038998659 -0.054561754181324008 0.00681513898655196 0.034103172891185467 0.077989730635648707 -0.051082109667386001 -0.00058683497430849104 -0.10051455077423857 0.0038092553112576478
leaf_weight=3.522619438674055 0.011256839137043978 0.0073928217224262785 0.011061771656654812 0.015650579473616963 0.0047657203140244178 0.0085490376259258483 0.0062179366349504042 0.019821524408538238 0.0043829463067357874 0.0077834761020767465 0.010268367130450429 0.0079333577846747438 0.015105167989015289 0.014830173012278181 0.051259696417673584 0.0096162696799985126 0.0029419739792251329 0.0035902251613570968 0.013170052500825591 0.0090554170783453958 0.032671163909412715 0.029329920067908688 0.040384073740710735 0.031422393417642525 0.029072687099869654 0.022019877997934145 0.030992607147570794 0.088791146706796553 0.021992653288279596 0.021490931701850124
leaf_count=1835 34 17 102 31 82 7 60 36 115 52 8 33 33 25 28 20 27 18 58 17 25 19 25 23 20 20 38 45 17 30
internal_value=-8.87165e-05 -0.0113392 -0.00378323 0.00198042 -0.00737748 -0.000411093 0.00465811 -0.00556847 0.00255498 -0.0229851 -0.00669071 0.0436515 0.000319778 -0.0298427 0.00062395 -0.0645758 0.0579792 0.00344345 0.00591311 -0.0151103 0.000177462 0.0138944 -0.000352881 -0.0277033 0.00109604 0.0137129 -0.00985089 0.000184464 -0.0164871 -0.0489545
internal_weight=4.10544 0.143842 0.132585 0.121523 0.105873 0.09848 0.0937143 0.0786331 0.0724151 0.0446603 0.0368768 0.0277549 3.9616 0.0395516 3.92205 0.0247214 0.0150812 0.0065322 0.0324938 0.0222255 3.87079 0.144086 3.7267 0.0718065 0.114756 0.0820852 0.0600653 3.65489 0.132275 0.0434836
internal_count=2900 697 663 561 530 513 431 379 319 250 198 69 2203 78 2125 53 52 45 83 75 2097 122 1975 48 103 78 58 1927 92 47
is_linear=0
shrinkage=0.1


Tree=621
num_leaves=31
num_cat=0
split_feature=0 0 3 1 1 0 3 0 0 4 0 3 1 2 3 1 0 1 1 2 1 3 1 1 0 3 1 0 2 2
split_gain=0.00197356 0.00530161 0.0160868 0.00513603 0.00486404 0.0124317 0.00661864 0.010983 0.00555253 0.0052831 0.00845328 0.00749504 0.00658866 0.00549414 0.00714651 0.00698502 0.00539657 0.0157183 0.0131687 0.00480817 0.00433208 0.0143921 0.00594605 0.00685813 0.0139911 0.0197004 0.0085645 0.0167122 0.00723517 0.01116
threshold=98.201310130900012 97.32487278035002 0.088990000000000027 75.551050381850018 76.919475570250015 100.13162306855001 0.11308000000000003 99.744485097750015 99.515966156650009 38.703421923500009 100.37896121655002 0.10500500000000003 77.656113098000006 0.11529000000000002 0.10236000000000002 82.987325570650015 101.47316367565001 78.962703749400006 79.900975636950008 0.55306500000000025 75.18810853425002 0.087605000000000016 74.986474174450009 71.225321249950014 96.055920542800024 0.076825000000000018 70.865067860500019 94.047642319350018 -0.012769999999999998 -0.10098
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 -3 -4 5 6 7 -2 -6 13 -11 12 -12 15 19 -10 -14 -18 -19 -15 22 -22 23 26 25 -25 27 -1 29 -29
right_child=4 2 3 -5 8 -7 -8 -9 9 10 11 -13 16 14 -16 -17 17 18 -20 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0013536332792115084 -0.071277803954658867 0.054240731156171465 0.0097762447201362665 -0.039816236083110718 -0.047858863117701017 -0.10027799701189094 0.034212212241727567 0.047486065809040884 -0.10031602774300437 0.045155472282445382 0.078940734544221403 -0.065988666116043079 -0.030333994722446741 -0.10024976826098896 0.091820328408823204 0.013174223153670658 0.069482033639246363 -0.10048796777434572 0.002931665020081969 0.041677998945878564 -0.078741024478776192 0.03482742645699155 0.034128931057391683 -4.3416131631038066e-05 0.0089175985635046029 -0.10030559191227156 0.034428480212141337 -0.010225750097872679 0.017264662184141598 -0.082209521348408032
leaf_weight=3.0343070521993964 0.024643375802497647 0.070268251155084616 0.052115273263325435 0.034846536274500295 0.024297114761154148 0.018624796692940038 0.02379154582740739 0.011383603299996992 0.016251417551507635 0.046777969112554274 0.011036021096515469 0.016597831231310312 0.047394976943628819 0.0058135688362832699 0.0067065525062481408 0.0081392173952995507 0.03363259086859216 0.013426755371256149 0.14832887761964497 0.0040497009608164714 0.026376786193194834 0.019340414251573179 0.051154869888591636 0.038899834079964779 0.079844856806062126 0.039494812807543411 0.073897373213298923 0.038006245524002225 0.018853321370670417 0.049704211832011236
leaf_count=1317 50 34 38 18 23 53 13 14 79 25 4 35 42 23 8 150 22 13 475 34 86 15 15 48 37 92 24 35 22 56
internal_value=-8.6553e-05 0.000696679 0.018657 -0.010096 -0.00625035 -0.0289337 -0.00672036 -0.0337515 -0.00159785 0.00154048 0.00590491 -0.000884826 0.00337247 -0.0322574 0.0121771 -0.062444 -6.25865e-05 0.0072803 -0.00565283 -0.0419765 -0.000117152 -0.0306965 0.000291123 -0.000222059 -0.0205462 -0.050555 0.000778348 -1.33615e-05 -0.0389373 -0.0510179
internal_weight=4.08801 3.62711 0.15723 0.0869618 0.460896 0.0784433 0.0598185 0.036027 0.382453 0.358155 0.317195 0.270417 0.253819 0.0409605 0.0165698 0.0243906 0.242783 0.195388 0.161756 0.00986327 3.46988 0.0457172 3.42416 3.37301 0.15824 0.0783946 3.21477 3.14087 0.106564 0.0877105
internal_count=2900 1837 90 56 1063 130 77 64 933 910 616 591 556 294 65 229 552 510 488 57 1747 101 1646 1631 177 140 1454 1430 113 91
is_linear=0
shrinkage=0.1


Tree=622
num_leaves=31
num_cat=0
split_feature=0 4 4 2 3 3 3 2 2 2 4 3 3 2 3 3 0 4 2 1 1 0 1 4 2 4 2 2 3 4
split_gain=0.00193409 0.00512437 0.00718648 0.00620348 0.00441127 0.00437711 0.00381028 0.0024979 0.00208545 0.00198989 0.00980969 0.00891866 0.0264912 0.0180228 0.0158265 0.0079583 0.0152048 0.00946247 0.0208934 0.0140506 0.0173891 0.010892 0.00726975 0.00751473 0.00570214 0.00828715 0.00534961 0.0111516 0.00888542 0.0072733
threshold=105.98708487665002 44.710446918150005 46.177190236600005 -0.15895000000000001 -0.21013499999999999 -0.24701499999999998 0.074640000000000026 -0.088099999999999998 0.20981000000000005 -0.11808 34.394321486900004 0.085155000000000022 0.088565000000000019 -0.14581999999999998 0.090390000000000012 0.093925000000000022 85.839779647100016 41.621607100200002 -0.5169149999999999 65.848404989100018 69.276189105400007 97.32487278035002 82.987325570650015 40.878805547300004 -0.5169149999999999 40.036761086100007 -0.26138499999999998 -0.24103499999999997 -0.10778500000000001 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=9 4 -3 -4 5 -2 -5 -8 -6 10 -1 24 13 -13 -14 -16 -17 19 -19 -18 -21 -22 23 -23 25 -12 -26 28 29 -28
right_child=1 2 3 6 8 -7 7 -9 -10 -11 11 12 14 -15 15 16 17 18 -20 20 21 22 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-0.069143694024985866 -0.10011968782391288 0.075964488662968344 -0.10014767519195636 0.030748813982750985 -0.10012164465796723 0.063328948516834987 -0.10010146435887109 -0.007131771882871266 -0.034499045178337163 -0.0010502657897103304 0.012263075859559387 0.012860977509169123 -0.069047443995830224 0.086464082727556749 0.038649597310486498 -0.069180180879609018 0.042920755898097608 0.035305683194511744 -0.085801577857791481 -0.084771399418239551 0.062252546693603743 -0.10040455592167713 0.038734742676858405 0.0037520193859360467 0.035710944036127727 -0.10067694436018025 0.095931702458488255 -0.00058122967086601991 -0.10043492722150274 -0.10006724110517057
leaf_weight=0.017915464930373215 0.0023436448878850769 0.010751855655740883 0.0072062644217449892 0.019146407050442349 0.012342097293527282 0.0054448923161558574 0.0044689225399352486 0.0081794409518917716 0.0079699838381503685 3.0190788830233202 0.011756384607338077 0.061468577639788968 0.029745567350005331 0.07251555731636472 0.064523764409443629 0.028765577683884658 0.10509314510272816 0.027080656764383093 0.030054871938773431 0.023503171338234097 0.028535476657054915 0.013733653236130294 0.014906343940481293 0.013976126858324278 0.034287140742407018 0.014522594964086588 0.005099272947973077 0.34505541906809611 0.020566870659822545 0.0030114493529095343
leaf_count=83 49 13 38 35 283 21 32 44 34 1509 17 28 20 15 39 22 23 23 19 7 16 30 15 13 18 25 3 310 49 67
internal_value=-9.11548e-05 -0.015701 0.00358006 -0.016375 -0.0498385 0.0141457 0.00261206 -0.0399798 -0.0743729 0.000213793 0.00416393 0.00554902 0.0144647 0.0526968 0.000981519 0.00693016 -0.000234781 0.00748566 -0.0284001 0.0177504 -0.0101958 0.0144384 -0.0175776 -0.0478706 -0.00500081 -0.0501512 -0.00209286 -0.00556107 -0.0654796 0.0231588
internal_weight=4.06305 0.0778535 0.0497529 0.039001 0.0281006 0.00778854 0.0317948 0.0126484 0.0203121 3.9852 0.966117 0.948202 0.513902 0.133984 0.379918 0.350173 0.285649 0.256883 0.0571355 0.199748 0.0946548 0.0711516 0.0426161 0.0277098 0.434299 0.026279 0.40802 0.373733 0.0286776 0.00811072
internal_count=2900 549 162 149 387 70 111 76 317 2351 842 759 270 43 227 207 168 146 42 104 81 74 58 43 489 42 447 429 119 70
is_linear=0
shrinkage=0.1


Tree=623
num_leaves=31
num_cat=0
split_feature=0 3 3 3 3 3 4 1 3 3 2 0 4 4 1 4 3 2 0 1 3 1 1 2 4 0 1 3 4 4
split_gain=0.00180546 0.007123 0.0042038 0.00616287 0.00324563 0.00318175 0.00676804 0.00579399 0.00220289 0.00829092 0.015718 0.0128428 0.00633352 0.00947305 0.0080061 0.0141359 0.0086621 0.00966463 0.00775081 0.0145907 0.0103373 0.00704946 0.0150801 0.00542237 0.00509851 0.00977292 0.00599149 0.00889568 0.00791032 0.0077639
threshold=71.249517373150013 -0.23472499999999999 -0.15684499999999998 -1.0000000180025095e-35 -0.54481999999999997 -0.27223499999999995 35.616518500750011 58.549241164900003 -0.093074999999999991 -0.072169999999999998 -0.076709999999999987 85.807518149550006 41.872669623500009 41.169697216150006 65.036490633650018 48.852845034800005 -0.21013499999999999 -0.22573999999999997 86.162394622750014 65.111767461350013 -0.2485 68.214248143850014 70.026268923800004 -0.21094499999999999 48.008184682100008 91.625341543800019 81.524804347700012 0.086230000000000015 45.027406014450008 44.527357125550004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -8 12 10 11 -10 13 18 15 -14 17 -16 20 -20 -7 -21 -23 -18 26 -26 29 28 -28 -11
right_child=4 2 3 -5 5 8 7 -9 9 24 -12 -13 14 -15 16 -17 23 -19 19 21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.10032776931649845 0.031447464578526874 0.06889228725586273 -0.10023758037814628 0.021372953441257329 0.022554729458561445 -0.086483172327153371 -0.0099336949531444729 -0.10028078623130021 -0.057768920048406981 0.00076744160171466627 -0.082935084819337618 0.073915972704329216 -0.075174340620343116 0.055571993068120343 0.081352419454974206 0.013222156480085932 -0.10022629922646054 -0.010143644485446038 0.099638921180538187 -0.043998851309531573 0.010451666750830835 0.096490971484927274 -0.0023487669412371932 -0.0030291266641375662 0.093056181417702763 0.006232740982136881 -0.10021610584890184 -0.00037011918574637789 0.029338394240120136 -0.033754013773921156
leaf_weight=0.0088298254080404481 0.032771790903580622 0.0071564485528625701 0.0064393532236506337 0.01180970933883474 0.017527982094235006 0.018466958407728384 0.013784539943570984 0.014633686225725029 0.013161727541259438 3.2656793191174627 0.033940197594786947 0.016935690243501167 0.03756102428250685 0.051299166031640198 0.025941320840075832 0.034899067437436315 0.0077644139316852536 0.020802237615640706 0.019212375187635189 0.023005271528745652 0.027213502586897476 0.019353721610968933 0.076259878324698605 0.022009356236623034 0.016808444081107154 0.05668679946880173 0.022280300197238451 0.042366124761156337 0.0059772671482374298 0.066474228610509445
leaf_count=65 39 17 51 13 23 13 10 48 24 1407 28 23 32 20 37 12 35 46 8 16 38 9 108 40 9 197 172 240 29 91
internal_value=-8.9201e-05 -0.0229561 0.00393487 -0.0215385 0.000106375 -0.000152338 -0.0263149 -0.056457 0.000153992 -0.000626111 -0.0362811 0.0163296 0.00735016 0.0175826 -0.00877766 -0.0325998 0.0137813 0.040634 0.00696295 0.0187943 -0.0287356 0.00570008 0.017658 -0.0283762 3.07018e-05 0.0260894 -0.000532129 -0.0293551 -0.0728117 7.87617e-05
internal_weight=4.03705 0.0342353 0.0254055 0.0182491 4.00282 3.97004 0.0459462 0.0284182 3.9241 3.54031 0.0640376 0.0300974 0.383788 0.234811 0.148977 0.0724601 0.0765173 0.0467436 0.183512 0.137831 0.0456805 0.118619 0.0956136 0.0297738 3.47627 0.0734952 3.40278 0.0706237 0.0282576 3.33215
internal_count=2900 146 81 64 2754 2715 81 58 2634 2220 75 47 414 212 202 44 158 83 192 141 51 133 117 75 2145 206 1939 441 201 1498
is_linear=0
shrinkage=0.1


Tree=624
num_leaves=31
num_cat=0
split_feature=2 0 2 3 3 0 1 1 1 1 4 0 0 1 0 1 1 0 3 1 3 3 1 1 1 4 1 3 3 4
split_gain=0.00181535 0.0031787 0.00293027 0.00666698 0.00262572 0.00214105 0.0124658 0.0178873 0.00832521 0.00786887 0.0279487 0.00794802 0.0081089 0.0104765 0.0252769 0.0172854 0.0100398 0.0117468 0.00730706 0.0381493 0.029824 0.0198205 0.01668 0.0203734 0.0302383 0.0130289 0.0284138 0.0151792 0.0393784 0.0236309
threshold=0.68694500000000025 100.37896121655002 0.27148500000000009 0.094415000000000013 0.076825000000000018 87.29692395375001 62.116825104000007 62.197478847950002 62.305017173150013 63.910026677050006 40.660558922250004 86.780739992750014 86.530713386650021 62.154463517850012 86.036037090600004 62.116825104000007 62.095317438950012 86.420486603250012 0.087265000000000023 62.55235532115001 0.087605000000000016 0.086655000000000024 64.434276012450013 65.966697146800016 66.697957758300021 41.495754733000005 64.654729579150015 0.090865000000000015 0.090225000000000014 38.441102963850007
decision_type=2 2 2 2 2 2 2 2 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 9 -7 -8 -9 11 -11 12 13 15 -15 16 17 -1 19 -10 -20 22 -21 -24 -25 26 -22 28 29 -28
right_child=1 -3 3 -5 -6 6 7 8 18 10 -12 -13 -14 14 -16 -17 -18 -19 20 21 25 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0016079714223862238 0.055379410134035814 -0.012124231732333556 -0.031375938929816098 0.017382318664460317 -0.10041407491169291 0.037170814998560515 -0.086513312968216793 0.058237501636317406 -0.10159506744819416 -0.10062568069146478 0.015165294762371337 -0.018836350149782594 0.02212559387603083 -0.024906551835170765 0.072086580843742906 -0.067248676259778664 0.034140671740834294 -0.052204571210418271 0.077688517935465995 0.046197898515822206 0.10015748445998794 -0.076533915019525486 -0.06311384120827572 0.090527716981280357 -0.0035214645984383685 -0.01573051914566059 -0.085361001947923579 -0.0036363655536601515 0.085374727691024152 0.019952130876468056
leaf_weight=1.1554815508904499 0.015598185055409997 0.012619541844361981 0.011637656191864555 0.018440472529720607 0.010460893743107824 0.097406987675640599 0.023335125704761484 0.025579380831913912 0.039945020573213474 0.035113103610301732 0.051301659632542851 0.21961584922974009 0.16960133418615431 0.048495640675270013 0.060248070483794436 0.041157360798763309 0.074800096016588102 0.04778317868817783 0.055425954724458992 0.076499113882164127 0.032976156566292048 0.033623873206226285 0.052147966343000007 0.036298072521731228 0.58751008259894577 0.28597722783726687 0.029422924776799197 0.51349961438750558 0.075245268999171167 0.077239847083635738
leaf_count=651 22 22 41 28 30 25 6 8 7 40 49 41 35 36 8 19 18 16 24 28 12 38 30 22 902 261 33 389 15 44
internal_value=-8.43475e-05 0.0251904 -0.000263261 -0.0270116 -0.0640568 1.15561e-05 0.00226059 0.000512012 0.00156893 -0.00240115 -0.0318843 -0.0009991 0.00145297 -0.00100235 0.0288313 -0.00346154 -0.00140741 -0.00361723 0.000804322 -0.0062609 0.00625966 -0.00141645 0.00194022 -0.0030685 0.00195106 0.0023567 0.00945808 0.00515712 0.0299798 -0.0090985
internal_weight=4.01449 0.0282177 3.98627 0.040539 0.0220985 3.94573 2.04213 1.94473 1.92139 1.9036 0.0864148 1.81718 1.59757 1.42797 0.108744 1.31922 1.27806 1.20326 1.89581 0.826024 1.06979 0.786079 0.752455 0.675956 0.623808 1.01436 0.728384 0.695408 0.181908 0.106663
internal_count=2900 44 2856 99 71 2757 1844 1819 1813 913 89 824 783 748 44 704 685 667 1805 1027 778 1020 982 954 924 754 493 481 92 77
is_linear=0
shrinkage=0.1


Tree=625
num_leaves=31
num_cat=0
split_feature=2 1 1 2 0 0 0 0 3 2 2 3 3 2 3 1 4 3 1 4 2 3 2 4 4 2 2 0 0 0
split_gain=0.00179725 0.00898186 0.0105961 0.0132635 0.0168544 0.0233419 0.0168338 0.0187349 0.011877 0.0169077 0.00946351 0.00781995 0.0274612 0.0178004 0.0166314 0.0351169 0.0136413 0.0159388 0.0120472 0.0114654 0.0149391 0.00950104 0.0104986 0.0088201 0.0116476 0.00810863 0.0219517 0.0108364 0.0120525 0.0117339
threshold=-0.062629999999999991 61.409760615700009 61.767325547050007 -0.060760000000000002 85.968825637350008 85.775256651950016 86.036037090600004 86.103248543850015 0.10500500000000003 -1.0000000180025095e-35 -0.054494999999999995 0.087530000000000011 0.076080000000000023 -0.016334999999999999 0.09642000000000002 75.085947125300024 40.621691032550004 0.081550000000000025 61.987779113750001 38.386256906100009 0.26462000000000008 -0.10585499999999999 0.022230000000000003 39.893178577750007 41.395309858300003 -0.033594999999999993 -0.026349999999999998 98.851916998450022 101.15323715815002 93.776108048200015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 8 -6 -8 9 -5 -9 12 19 -14 15 23 -15 -18 -16 -12 21 22 -21 -13 -25 -20 -27 29 -29 -28
right_child=1 2 3 4 6 -7 7 10 -10 -11 11 14 13 16 18 -17 17 -19 25 20 -22 -23 -24 24 -26 26 27 28 -30 -31
leaf_value=-0.0014229900737791116 -0.044641844693705746 0.063540160368166537 0.067829630178416492 0.072027893357021824 0.079189413329948943 -0.077122818202358515 -0.10075645951820809 0.040369210119962175 -0.058803691365238636 -0.035564669588165204 0.019528257015222362 -0.10075062805991356 0.074785286285705743 0.053943020002288157 0.085408765075830034 0.037562014224510915 0.048632751177323991 -0.096476174427777395 -0.032680408082056259 0.0089926721583920757 0.045695011455628771 -0.085660721922958927 -0.078723490258176376 -0.0073581582261881403 -0.079670642537879352 0.095552698772113254 -0.0066232282343176288 -0.097362600009736913 0.031770727581074992 0.062664143563879948
leaf_weight=2.8337232964620012 0.037806233915883891 0.030005123349837848 0.030918438592834385 0.03518018186775862 0.030733547173440456 0.061349015072124757 0.01678044426626002 0.072993193101346443 0.021794375956204703 0.024974019098529365 0.076202163869622919 0.035690163385879742 0.088570034908709516 0.029310489597013656 0.019703719430253841 0.054339502009027013 0.012320180705639672 0.019630241865954579 0.047892941078316653 0.03887546056148454 0.021341801786004311 0.038115917916217337 0.021024435919457574 0.046584705204850252 0.042683960521003428 0.027691762683389243 0.089038362562860143 0.02100323914066848 0.011019980029713484 0.033690036225380027
leaf_count=1870 119 7 10 34 5 30 7 33 15 28 79 17 32 52 11 84 36 68 21 22 28 46 41 18 33 12 48 19 45 30
internal_value=-7.52471e-05 0.00328293 0.00493088 0.00328651 0.00136498 -0.0304767 0.00646177 0.00387627 0.00444391 0.027359 0.00594745 0.00270431 0.0139057 0.0461196 -0.00630689 -0.0295493 0.00467525 -0.0405217 0.0103597 -0.0107755 -0.0301225 -0.0466308 -0.0217951 -0.0587333 -0.0419345 0.00393981 0.0135529 -0.00112038 -0.0529246 0.0123968
internal_weight=3.97099 1.13726 1.09946 1.06945 1.03853 0.143298 0.895236 0.864503 0.0819486 0.0601542 0.847722 0.774729 0.345391 0.149831 0.429338 0.179298 0.0612609 0.0319504 0.25004 0.19556 0.119358 0.0980158 0.0598999 0.124959 0.0892687 0.230336 0.182443 0.154752 0.0320232 0.122728
internal_count=2900 1030 911 904 894 107 787 782 77 62 775 742 404 188 338 152 156 104 186 216 137 109 63 68 51 175 154 142 64 78
is_linear=0
shrinkage=0.1


Tree=626
num_leaves=31
num_cat=0
split_feature=4 3 3 4 2 1 4 0 4 1 0 4 1 1 2 4 3 3 1 2 1 1 1 0 0 3 3 1 3 0
split_gain=0.00172974 0.0137611 0.00786876 0.00614402 0.0065945 0.00662779 0.00472069 0.00368555 0.00792653 0.00962233 0.00564828 0.00600532 0.00368822 0.00631407 0.00294201 0.00618672 0.0131354 0.0257622 0.0112985 0.018018 0.0164374 0.0195916 0.0221569 0.0150091 0.0106962 0.011335 0.0208673 0.0125067 0.0105833 0.00978591
threshold=49.275256100300005 -0.25095999999999996 -0.24299499999999999 49.842240509300005 -0.23361999999999997 86.858705278550005 48.852845034800005 75.994645973400011 41.24714903835001 55.855406118200008 71.144667506050013 44.921040431000009 57.960468834350003 59.74022811670001 -0.062629999999999991 41.028010303750008 0.10500500000000003 0.12424000000000003 61.987779113750001 -0.057185 62.009286778800011 62.106071271500007 62.132955852800002 88.576630023850015 100.53758024625002 0.093295000000000031 0.084795000000000023 62.084563606450011 0.11048000000000002 101.15323715815002
decision_type=2 2 2 2 2 2 2 2 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 7 8 -1 10 11 -10 -9 -14 -15 24 18 -18 -17 -20 -21 -22 -23 -24 25 26 -16 -27 -29 -26
right_child=1 2 3 4 5 -7 -8 12 9 -11 -12 -13 13 14 15 16 17 -19 19 20 21 22 23 -25 29 27 -28 28 -30 -31
leaf_value=-0.090970353350486782 -0.10061108341165903 0.10027826176925321 -0.10016817008151807 0.090510543498133936 -0.10021431392851438 0.015454082774652926 0.024739878628350653 0.02919841738426748 -0.10011383925288322 0.066102582414563252 -0.10052299468448854 0.099762546715403813 -0.050215463465100613 -0.0017637673109050685 0.020285140764102056 -0.037510060642639495 -0.082783140530595573 0.033820530579252481 0.09618850001677394 0.084614182556465939 -0.078045602483111653 0.084127345073415238 -0.10048346290432941 0.0031542356894263069 -0.10059540169597046 0.05955674330921551 -0.028874591087303406 0.033514707961718002 -0.021712928413238734 -0.0063206928839942876
leaf_weight=0.014071516168567832 0.014834576928350884 0.007993137463927269 0.0061731482271712981 0.0075551239276023799 0.0068139277204082296 0.018146689842161834 0.07678100806117516 0.042842293221028505 0.0024647514905437031 0.012565823322041147 0.0093838571655844305 0.0038530773673119967 0.025181287569353006 2.6252485132754164 0.24872938307066628 0.0535260766821537 0.052950333301765795 0.029506291930800899 0.023640955538212438 0.022821181622475706 0.030967393682040267 0.031466027474380098 0.01585605834733439 0.11772629933542944 0.015055424786474668 0.093445409260311862 0.13226164059683754 0.09268024959487775 0.055463289797671678 0.040982939141853171
leaf_count=82 15 1 35 8 82 78 45 28 89 22 18 9 39 1482 117 31 43 32 9 6 19 7 27 220 13 32 62 46 29 174
internal_value=-7.30466e-05 -0.0167098 0.00995224 -0.00870915 0.00865445 -0.0161219 0.000191444 -0.000305526 -0.0296444 0.000883595 -0.0513102 0.0217855 2.56903e-05 -0.000311416 2.98481e-05 0.00448428 -0.00575994 -0.0410577 0.00407281 0.0132521 0.00429244 -0.00505904 0.00863515 -0.00914743 0.0101974 0.013964 0.00321926 0.0309086 0.0128381 -0.0316488
internal_weight=3.93099 0.0615166 0.046682 0.0386889 0.0325157 0.0249606 3.86947 3.79269 0.042339 0.0282675 0.0157017 0.00631783 3.75035 3.70751 3.68233 1.05708 0.378461 0.0824566 0.296004 0.242478 0.218837 0.196016 0.165048 0.133582 0.678618 0.62258 0.380991 0.241589 0.148144 0.0560384
internal_count=2900 219 204 203 168 160 2681 2636 220 138 116 98 2416 2388 2349 867 394 75 319 288 279 273 254 247 473 286 179 107 75 187
is_linear=0
shrinkage=0.1


Tree=627
num_leaves=31
num_cat=0
split_feature=0 3 0 1 1 3 4 0 0 1 4 1 3 4 0 4 0 2 0 0 0 0 2 3 2 1 4 4 4 3
split_gain=0.001624 0.0155985 0.0140232 0.0105223 0.0139783 0.0120289 0.00990841 0.0106305 0.0129102 0.0117983 0.00955199 0.0171044 0.0130105 0.0104836 0.0139797 0.00940498 0.015165 0.0189034 0.0164708 0.0160241 0.0113143 0.0178338 0.0105452 0.00888591 0.00891292 0.0201204 0.0146488 0.0192072 0.013968 0.0123237
threshold=90.837623311600012 0.25847000000000003 90.337570099350003 67.649671936450019 66.697957758300021 0.084795000000000023 38.703421923500009 93.442739239950015 93.679323555450011 70.133807249000014 38.115457128050004 65.004229136100022 0.080515000000000017 37.020641110850008 85.872041144650012 34.997818021800008 93.262612545250008 -0.033594999999999993 94.776214472700005 94.832672093450014 97.013011637200023 97.152811460000024 0.053395000000000012 0.11906000000000001 -0.079824999999999993 70.96454081135002 41.840895355800008 42.487106141350004 41.21013581150001 0.070195000000000021
decision_type=2 2 2 2 2 2 2 2 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 10 4 5 -2 15 -8 -9 -10 13 -12 -13 -1 -15 -5 -17 18 -18 -20 -21 -22 -19 24 25 -11 28 -28 -27 -26
right_child=1 -3 -4 6 -6 -7 7 8 9 23 11 12 -14 14 -16 16 17 22 19 20 21 -23 -24 -25 29 26 27 -29 -30 -31
leaf_value=0.0040631650070507312 0.041917277068619502 -0.10032445965302086 0.038846402622670716 0.017961833665017055 -0.08614180492229466 -0.049227253190362391 0.040232567712506807 -0.074139416475503137 0.041694763514998984 -0.08506473610502957 -0.00075710187580792709 -0.01286838192436757 -0.10048181225393055 0.0077419463790464067 0.085240847058299929 -0.10074330362905762 -0.1006413488923552 0.053110361293048261 0.10025339308854586 -0.10050472747685731 0.10006888916636761 -0.057335415456783834 -0.019451486475839341 0.057291391388997151 -0.03182961918129857 -0.011176881818269382 0.055868085167918649 -0.006607575529496923 -0.07837953608876698 0.020024642834585507
leaf_weight=0.20477877722225368 0.028241599957254837 0.016229638746217634 0.096293092731101981 0.060509296940441187 0.033262860594469146 0.029715470880773864 0.080164809536867998 0.021605179776088335 0.076248659820521425 0.033537780240181281 2.0918375515225995 0.038501390267745461 0.030279050379836248 0.049076619310952196 0.044274375191889703 0.024493469654999017 0.035651206208363352 0.042574591007468868 0.01007099771504727 0.01833270530158515 0.011133910370517697 0.020361576628213425 0.037818545372214629 0.0266573735072555 0.055236695677272185 0.13785724117304266 0.069617284484831288 0.1678599572259889 0.039874531043277983 0.26919987513850541
leaf_count=145 23 40 46 176 44 17 53 7 43 44 844 43 47 28 14 11 35 26 2 34 3 129 59 25 79 150 59 342 52 280
internal_value=-7.00808e-05 -0.00288084 0.00141091 -0.00169179 -0.0344697 -0.00481391 0.000721825 0.00534178 0.00222601 0.00410925 -5.51886e-05 -0.00237047 -0.0514382 0.0167242 0.044498 -0.0165908 -0.0270218 -0.0167589 -0.0468249 -0.0147941 -0.0380468 -0.00169172 0.0189758 0.000526229 -0.00143089 -0.0105601 -0.00454211 0.0117074 -0.026254 0.0111962
internal_weight=3.9013 1.34626 2.55504 1.33003 0.0912199 0.0579571 1.23881 0.977859 0.897695 0.876089 2.45875 2.16062 0.0687804 0.29813 0.093351 0.260946 0.200437 0.175944 0.0955504 0.0598992 0.0498282 0.0314955 0.0803931 0.799841 0.773183 0.448747 0.415209 0.237477 0.177732 0.324437
internal_count=2900 1733 1167 1693 84 40 1609 1134 1081 1074 1121 934 90 187 42 475 299 288 203 168 166 132 85 1031 1006 647 603 401 202 359
is_linear=0
shrinkage=0.1


Tree=628
num_leaves=31
num_cat=0
split_feature=4 4 4 4 4 3 3 3 3 2 0 0 0 0 4 2 4 4 0 1 0 1 4 2 2 2 1 0 2 3
split_gain=0.0016758 0.010804 0.0102949 0.00742004 0.00657135 0.00655546 0.0144532 0.0183847 0.0137846 0.0123353 0.00778601 0.0162174 0.0120466 0.0133663 0.00627338 0.015969 0.0078153 0.011648 0.00703848 0.0285635 0.0250877 0.0213873 0.0199968 0.0166253 0.0425193 0.0256691 0.013254 0.0119988 0.0100061 0.00988787
threshold=43.19689381845 43.245737185650007 43.104429861650011 43.022303514600004 43.279086095950007 0.086520000000000027 0.083415000000000031 0.082325000000000023 0.081550000000000025 -0.088514999999999996 91.410264893400026 86.420486603250012 97.32487278035002 100.67200315280002 42.898324343550009 -0.08756499999999999 42.871500973550006 42.773538294100007 85.807518149550006 61.960894532450006 85.656964494200011 61.923256118600001 42.686561923500008 -0.074434999999999987 -0.095019999999999993 -0.01762 61.409760615700009 85.839779647100016 -0.13820499999999999 -0.1444
decision_type=2 2 2 2 2 2 2 2 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 -3 6 7 8 -6 -8 11 -7 -12 -14 16 -16 17 18 19 21 22 23 29 24 26 -25 28 -20 -1 -21
right_child=1 4 -4 -5 5 10 9 -9 -10 -11 12 -13 13 -15 15 -17 -18 -19 27 20 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.026536166013933871 0.064982489390482859 -0.0584712095815898 -0.050640507402867296 0.032208565757229433 0.00053029860468267471 -0.0063971545476765191 -0.015994664681549971 0.053602198219976332 -0.10080561438373421 -0.10077107737298015 -0.065428027641700193 0.080482379530275844 0.087947434339390743 -0.042948957642798755 0.022045464317871823 -0.10054821914494234 0.044257612092432334 -0.054542889321760102 -0.067419875812414792 0.029200401261797779 0.058509382441868645 -0.069229670648367589 0.079221716461185365 -0.090416949133717728 0.085803774178128484 0.014390578643405264 -0.052986404508452926 -0.0018623243560049127 0.05101670656487798 -0.10053577902365532
leaf_weight=0.031598788662568378 0.028370787688800192 0.017550694518604359 0.041218660303301902 0.06852571484603398 0.25875880194418277 0.039428928988972878 0.063848293857731164 0.06737747856908527 0.014157976399644667 0.023473130246844498 0.021508706470569905 0.047212586400632972 0.018079763802234083 0.01372187512349754 0.02126393810190419 0.021237364253046231 0.03847524034863159 0.040237465580269638 0.028238486785312822 0.0077712928293074404 0.15698403260466876 0.04878566488299918 0.012776047158695292 0.04149078073282908 0.064127069908863632 0.053500532948814516 0.052165759588150173 2.4634125122297439 0.035135404294123873 0.02407044093546562
leaf_count=78 11 11 44 33 528 29 36 26 12 43 39 23 9 47 19 25 11 33 8 18 32 21 5 17 12 75 24 1547 14 70
internal_value=-7.74731e-05 0.00471622 -0.000982077 -0.000344387 0.00179408 0.00365764 -0.00249067 0.00682232 -0.00472666 -0.0387837 0.0224435 0.0409451 -0.00762598 0.0314678 -0.00105452 -0.0392131 -0.000531153 -0.00109426 -0.000382137 0.010101 0.0397028 -0.00816003 -0.0264665 0.00255625 0.0201733 -0.0313878 -0.0152237 -0.0026053 0.0142952 -0.0688724
internal_weight=3.8645 0.613489 3.25102 3.2098 0.585118 0.567568 0.427616 0.340294 0.272917 0.0873214 0.139952 0.0866415 0.0533103 0.0318016 3.14127 0.0425013 3.09877 3.06029 3.02006 0.528406 0.201602 0.326804 0.0446178 0.278018 0.183027 0.0949913 0.1189 2.49165 0.0667342 0.0318417
internal_count=2900 814 2086 2042 803 792 645 566 540 79 147 52 95 56 2009 44 1965 1954 1921 366 125 241 93 220 128 92 116 1555 92 88
is_linear=0
shrinkage=0.1


Tree=629
num_leaves=31
num_cat=0
split_feature=2 3 3 2 3 3 4 4 3 3 2 4 2 2 2 4 1 0 3 2 4 2 4 4 4 1 4 2 1 1
split_gain=0.00170273 0.00930127 0.0223903 0.01681 0.013469 0.00881371 0.00934273 0.00885247 0.011534 0.01195 0.0121273 0.0113466 0.00858092 0.0185172 0.00515244 0.0201534 0.012762 0.0186147 0.0169755 0.0188369 0.0288114 0.0118863 0.0112383 0.016781 0.00957192 0.0194738 0.0156959 0.0289236 0.0140681 0.0166331
threshold=-0.11808 0.085155000000000022 0.088565000000000019 -0.14581999999999998 0.090390000000000012 0.084065000000000015 35.337501601400007 39.530201452500002 0.083185000000000023 0.080515000000000017 -0.14823499999999998 39.995120105550008 -0.13820499999999999 -0.23155499999999998 -0.088099999999999998 35.461062230100005 66.318885161900013 91.144107538500023 0.082325000000000023 -0.090694999999999998 41.395309858300003 -0.085734999999999992 41.941595803500007 43.19689381845 41.21013581150001 71.52105164435001 39.468990633150007 -0.101965 75.551050381850018 80.468240302450013
decision_type=2 2 2 2 2 2 2 2 2 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 6 -1 12 9 10 11 -9 13 -8 15 -2 18 -18 -17 20 -20 -16 -22 -24 26 -26 27 -19 -27 -30
right_child=14 2 4 -5 -6 -7 7 8 -10 -11 -12 -13 -14 -15 21 16 17 24 19 -21 22 -23 23 -25 25 28 -28 -29 29 -31
leaf_value=-0.07458651626784428 0.060475349584287658 0.011692771849988294 -0.066623704329178621 0.085817317713305433 0.006224504841753891 -0.080932050492149216 0.053868931294319682 -0.10047558847951253 0.055199253381769502 -0.07047758273209935 -0.063699178920370803 0.0057083286770798292 0.08628036397706379 -0.076889355608646584 0.027645884143617301 0.025424992174858566 0.077254613895838334 -0.10082382324930693 -0.062197762408025041 -0.081849730262862658 0.042850840332273467 -0.00095025433601959939 -0.055164838292592736 0.022875071204333866 -0.1004551806879886 0.041961995322947074 0.047844231748729885 0.054198110870361332 -0.10050972112503301 0.025820182687604599
leaf_weight=0.018049673502821606 0.039457408410517592 0.05897359064454144 0.027437930131515742 0.063577734658053942 0.33845406629023472 0.015511588687200595 0.031358927162425609 0.010512417297491111 0.026847611050015985 0.032521355409087072 0.032637740460927461 0.23562843078445483 0.020305720718682252 0.016543834477878328 0.15638759152924198 0.058176567603680951 0.030849801085423706 0.025622065506488378 0.10572005340145552 0.064070904737263845 0.052618172077927738 2.0604413598494831 0.051330831287145884 0.059484744402652723 0.027038761517360399 0.037830360854059109 0.062665313346613516 0.022697168990305133 0.022558361870409271 0.019372527603020995
leaf_count=94 37 49 26 16 267 15 45 11 11 31 24 441 8 53 66 28 13 21 27 27 14 1374 31 14 50 14 24 21 16 32
internal_value=-7.34754e-05 0.00365337 0.0131527 0.0501474 0.000761679 -0.00689377 -0.00418774 -0.00106075 -0.0076897 -0.0131135 -0.00642156 0.00117333 0.0318027 0.00870988 -0.00126804 -0.00888632 -0.0131624 0.00455453 -0.0244169 -0.0331186 -0.0215184 0.00106708 0.00479579 -0.0132738 -0.00574364 -0.027115 0.0148219 -0.0280048 -0.00225291 -0.0421439
internal_weight=3.82468 0.928361 0.488443 0.122551 0.365892 0.439917 0.424406 0.406356 0.338148 0.3113 0.278779 0.246141 0.0682085 0.0479028 2.89632 0.679493 0.640036 0.248634 0.391401 0.333225 0.269154 2.21683 0.163434 0.110816 0.217785 0.1068 0.110985 0.0483192 0.0797613 0.0419309
internal_count=2900 1091 358 65 293 733 718 624 518 507 476 452 106 98 1809 369 332 191 141 113 86 1440 59 45 178 112 66 42 62 48
is_linear=0
shrinkage=0.1


Tree=630
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 1 4 3 0 3 2 3 0 0 4 1 3 0 4 3 4 3 0 0 1 2 0 0 3
split_gain=0.00169161 0.0080285 0.00749078 0.0183967 0.0174943 0.0144421 0.00629893 0.0222861 0.00657508 0.0239073 0.0219886 0.0303697 0.0268409 0.0212109 0.018743 0.0148022 0.0174095 0.0160688 0.0146856 0.0145053 0.0112326 0.0101512 0.0118961 0.00812287 0.0240603 0.0129476 0.0262925 0.0243354 0.0170393 0.0239737
threshold=87.181320254150009 86.866770652900016 61.960894532450006 62.116825104000007 62.197478847950002 62.245871094250013 63.910026677050006 40.79983011445001 0.091975000000000015 86.530713386650021 0.08784500000000002 -0.082074999999999995 0.086655000000000024 86.780739992750014 86.388225105700016 42.131954243650007 61.928633034850002 0.098200000000000023 86.001087134900004 42.686561923500008 0.089475000000000013 40.496232821400007 0.10236000000000002 86.135510041400025 85.872041144650012 61.993156030000002 -0.093604999999999994 85.447264760050004 85.694602908050015 0.070195000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 -4 -5 -6 8 -8 10 14 12 20 13 23 15 16 21 -18 -19 -17 -12 22 -10 24 25 26 27 -1 29 -28
right_child=2 -3 3 4 5 -7 7 -9 9 -11 11 -13 -14 -15 -16 19 17 18 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.002064938587096781 -0.04300550213149839 -0.030205941820887358 0.047205906008617807 -0.08657123333971567 0.10012046090917637 0.00090658517247354023 -0.10059577401419827 0.015126857733917571 0.042986586913145719 0.055775198932054307 0.03059719459859396 -0.10118760341472631 0.05383024135662328 -0.081070039829046189 -0.058636705140807092 -0.079997310534796487 0.076404234872135379 -0.014004049696054191 0.050342568572380932 0.0020556149813417391 -0.035351632303799403 -0.037266250589548779 -0.021603851342872037 0.013642524335741089 -0.060198234431653667 -0.038837754131250415 -0.085719711846891589 -0.10107892841116513 0.094720543230392223 0.046223721149082242
leaf_weight=0.13121620046738877 0.036508533870801663 0.097742898103206133 0.088761844323016592 0.022730778262484708 0.014787828287808114 1.8708496297976962 0.027313120953284753 0.042593953137425977 0.057562618796964671 0.091594915844325442 0.044123154807948595 0.052101794159341352 0.089231975871598479 0.034298474201932549 0.048751065805845428 0.035370225030050051 0.064066200928209582 0.075802037673383893 0.066658114854362793 0.055117787982013056 0.062281715767696255 0.07055289855634328 0.056505897020542761 0.25483973186533149 0.075329718491502717 0.063201071291910438 0.017512015484852844 0.027704006053681951 0.044818556983955204 0.064459179806355849
leaf_count=178 11 24 19 7 6 1942 38 50 21 22 17 38 20 5 14 38 17 29 18 46 29 26 21 49 27 60 81 11 8 28
internal_value=-7.89258e-05 -0.00235757 0.00188275 0.00270333 0.00063343 0.00168466 -0.000710888 -0.0300867 0.000586299 0.00859747 -0.00459808 -0.0386342 0.00212366 -0.00434398 0.000450132 0.00643089 0.0148628 0.0348098 0.0161042 -0.0300175 -0.00800448 -0.00745074 0.0109905 -0.000468763 -0.00894536 0.00212011 0.0111803 -0.0159158 0.0451429 0.0180358
internal_weight=3.78439 1.75075 2.03364 1.99713 1.90837 1.88564 1.65301 0.0699071 1.5831 0.621982 0.961118 0.158507 0.802611 0.713379 0.530387 0.481636 0.391148 0.206526 0.14246 0.090488 0.106405 0.184621 0.114069 0.67908 0.424241 0.348911 0.28571 0.15892 0.12679 0.0819712
internal_count=2900 915 1985 1974 1955 1948 891 88 803 252 551 84 467 447 230 216 132 64 47 84 46 68 42 442 393 366 306 189 117 109
is_linear=0
shrinkage=0.1


Tree=631
num_leaves=31
num_cat=0
split_feature=0 3 3 3 0 0 4 2 1 1 2 2 1 1 0 1 0 4 0 2 4 4 0 4 3 2 2 0 2 1
split_gain=0.00170827 0.00602406 0.00377245 0.00542005 0.00300942 0.0032308 0.00888454 0.0108986 0.00415187 0.00524179 0.0109198 0.00754277 0.00390678 0.00457676 0.00413469 0.0163 0.00787352 0.0159848 0.0105245 0.0137675 0.00898776 0.00878777 0.00816306 0.00762167 0.0118203 0.00657843 0.0215042 0.0359318 0.0230212 0.0145846
threshold=71.249517373150013 -0.23472499999999999 -0.15684499999999998 -1.0000000180025095e-35 71.340924949550015 76.591483678350016 41.468518788800004 -0.16297999999999999 57.960468834350003 61.614083433650009 -0.10965999999999999 -0.024989999999999998 61.767325547050007 61.86411003975001 85.613949164150014 61.917879202350001 85.807518149550006 42.448133449100006 85.968825637350008 -0.08725999999999999 41.43512228960001 40.21994457600001 85.694602908050015 43.968221017800005 -0.15684499999999998 -0.065399999999999986 -0.075840000000000005 86.780739992750014 -0.072569999999999982 63.910026677050006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 6 7 -6 -7 10 -10 -12 -11 -14 15 -15 17 20 19 -18 -16 -21 -19 24 -17 26 -20 -28 -29 -27
right_child=4 2 3 -5 5 8 -8 -9 9 12 11 -13 13 14 16 23 18 22 25 21 -22 -23 -24 -25 -26 29 27 28 -30 -31
leaf_value=-0.10027398703621056 0.028421703281217538 0.068342758211187862 -0.10022339795618912 0.018639561251442401 0.072988518346210549 0.032484160816470327 -0.10033615658582312 -0.063813158140612863 0.029383721757884042 0.027410293670029465 -0.081951811124902879 -0.0092583189375026586 -0.025206524122451737 0.021408452703913602 0.011207609472801298 0.0455152571379564 0.0099444617479589204 0.018488018478710386 0.0010909528461506134 -0.021207270063494842 0.054163102001233136 -0.1005522487638443 -0.03866247757178419 -0.0027257636692781559 -0.10049351402869362 0.023428357224786579 -0.10138233118110265 -0.054558520834172113 0.023186231897801276 -0.0024676710541732421
leaf_weight=0.0076792416793887144 0.037180032413644759 0.0062462254605577519 0.0058729782465798382 0.011062209729800656 0.011835185133358905 0.039210493305575134 0.011965399806381782 0.011464933147195544 0.025544336092259812 0.052571714157238936 0.031642317720638857 0.026004340671922921 0.07087499560293542 0.05550882361239956 0.094035543210339134 0.0065791294863615226 0.043504516094799328 0.042404675961506655 1.7473646500670188 0.025336280450574455 0.1010553045887832 0.031083262417780588 0.060866528293445299 0.020190954982126641 0.035261576710621745 0.35818775139705061 0.055923943669767995 0.063787842940377926 0.094533940372575564 0.55364541290819302
leaf_count=65 12 17 51 13 25 23 38 33 36 12 21 23 22 14 23 16 17 26 1311 7 22 33 23 13 111 132 11 29 42 679
internal_value=-8.05932e-05 -0.0235108 0.00191831 -0.0225811 0.000114433 -0.000172312 -0.0302943 0.00567461 0.000119911 -0.000232995 -0.0250425 -0.0491599 0.000354565 -5.65067e-05 0.00046942 -0.017958 0.00113144 0.0166178 -0.000422528 -0.0323263 0.0334582 -0.0649209 -0.0151956 -0.0531849 -0.0775348 0.000686926 -0.00257528 -0.0324767 -0.00813713 0.00770485
internal_weight=3.73842 0.0308607 0.0231814 0.0169352 3.70756 3.67038 0.0352655 0.0233001 3.63512 3.59591 0.083191 0.0576467 3.51272 3.46015 3.38927 0.11754 3.27173 0.298362 2.97337 0.0999241 0.195091 0.0564195 0.103271 0.0620317 0.0418407 2.87344 1.96161 0.214246 0.158322 0.911833
internal_count=2900 146 81 64 2754 2742 96 58 2646 2623 80 44 2543 2531 2509 154 2355 94 2261 57 45 40 49 140 127 2204 1393 82 71 811
is_linear=0
shrinkage=0.1


Tree=632
num_leaves=31
num_cat=0
split_feature=1 1 1 1 2 2 2 1 1 4 2 3 4 2 2 2 4 1 3 1 3 2 2 3 4 1 0 2 4 3
split_gain=0.00167607 0.0247926 0.0175866 0.0113601 0.02283 0.0075267 0.0251544 0.0133623 0.0133584 0.012935 0.0140652 0.0112974 0.0224938 0.00880427 0.0471552 0.0197595 0.0231352 0.0224694 0.0237939 0.0201368 0.0155788 0.0154067 0.0151763 0.014072 0.0201263 0.00792759 0.010962 0.00766747 0.00760192 0.00681451
threshold=62.106071271500007 62.132955852800002 62.154463517850012 62.079186690200011 -0.088099999999999998 -0.096499999999999989 -0.10282499999999999 62.020040611300011 61.885617704800005 43.740100730350001 -0.092864999999999989 0.10661000000000002 41.289992964000007 -0.083794999999999994 -0.082509999999999986 -0.079824999999999993 42.428475018400007 62.020040611300011 0.083795000000000022 61.987779113750001 0.080125000000000016 -0.072569999999999982 -0.054494999999999995 0.10273500000000002 40.21994457600001 61.82916008405001 83.992808911450012 -0.13820499999999999 42.102795028150005 -0.52484999999999993
decision_type=2 2 2 2 2 2 2 2 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 25 10 -7 13 -13 28 -15 -16 17 18 19 20 -17 -20 -23 24 -24 26 27 -1 -12 -4
right_child=1 2 29 4 -6 9 -8 -9 -10 -11 11 12 -14 14 15 16 -18 -19 21 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0025505523589188332 0.046334029674774652 -0.0640931834768554 -0.074338654809189025 0.017049168670007421 -0.053409007926364195 0.061726809900835455 -0.088528954036855526 0.055910955922507881 -0.057598190501959939 0.05101618659376294 -0.0006610199323262018 0.06444774356455002 -0.030592779350732291 0.090217704918226116 -0.065866819260422899 -0.029384679477845167 0.067810394594924495 -0.062092105556632721 0.026689156092973156 0.10018147243530767 0.073371925660642115 -0.073649449045682422 0.06886465778171548 -0.055568547553127935 -0.025978734433242442 0.055176291000654853 -0.048270072661847595 0.06117687717911198 -0.047884756056676248 0.00088430825357976904
leaf_weight=0.11136274348614605 0.11748971505721817 0.04307679580153978 0.012112598135305297 0.076325666050735208 0.11569838157993206 0.038029764154885015 0.038263656273429092 0.034761834130204505 0.048155248073527668 0.058051639944794786 0.059808968246215954 0.068275454901595367 0.039200585031906598 0.053154259125726355 0.054068276237558166 0.040748330316763171 0.043084701459733754 0.067377818952081725 0.066268873633816838 0.037443426961544901 0.02312845772394212 0.055012269061990082 0.03646611792009935 0.048581058103081887 0.057898994696927275 0.023819262284239251 0.046108262664233735 0.022734124893759144 0.079265307159289478 2.0950540270959195
leaf_count=172 32 13 31 19 28 11 19 10 39 31 16 29 36 8 21 44 61 29 8 10 10 9 23 12 28 10 26 11 35 2069
internal_value=-9.24017e-05 0.00160296 -0.000841156 -0.00275656 -0.0254033 0.000719447 -0.0123681 -0.00221199 -0.010224 0.00531636 0.00225931 -0.000466144 0.0297829 -0.00496706 0.000424175 -0.00857998 -0.00207298 -0.00902776 0.00075307 0.0419535 0.00782135 -0.0150456 -0.0290168 -0.0118401 0.0106722 0.000957609 -0.00620894 0.00825348 -0.0275762 0.000451905
internal_weight=3.71083 2.26773 2.15024 1.44309 0.192024 1.25107 0.325205 0.286941 0.25218 0.925864 0.867813 0.829783 0.107476 0.722307 0.583233 0.530078 0.47601 0.432925 0.365548 0.10132 0.0638768 0.264227 0.197958 0.142946 0.0943651 0.204024 0.180205 0.134097 0.139074 2.10717
internal_count=2900 2145 2113 755 47 708 287 268 258 421 390 379 65 314 263 255 234 173 144 64 54 80 72 63 51 219 209 183 51 2100
is_linear=0
shrinkage=0.1


Tree=633
num_leaves=31
num_cat=0
split_feature=0 4 3 3 4 3 3 3 4 4 0 1 3 1 3 3 3 3 4 1 0 2 2 3 4 0 4 4 2 2
split_gain=0.00181183 0.00414436 0.00227869 0.00321359 0.0103634 0.00394564 0.00399004 0.00570253 0.00860182 0.0126449 0.00609988 0.00920199 0.00594716 0.00469839 0.00430885 0.00717451 0.00408979 0.00606151 0.0113187 0.0125507 0.0106166 0.0103695 0.00926501 0.00794092 0.0150659 0.00456089 0.0072961 0.0103057 0.00977378 0.00830002
threshold=71.144667506050013 44.921040431000009 -0.54481999999999997 -0.25765499999999997 39.530201452500002 -0.25276999999999999 -0.2485 -0.15684499999999998 40.305698932850007 41.289992964000007 86.001087134900004 66.499011856650014 -0.12530999999999998 74.580516996750006 -0.21013499999999999 -0.22831499999999999 -0.10585499999999999 1.0000000180025095e-35 41.43512228960001 62.009286778800011 97.013011637200023 -0.23361999999999997 -0.011399999999999999 0.075065000000000021 41.558544840500012 105.98708487665002 47.833738492450003 44.527357125550004 -0.098345000000000002 -0.15895000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 -10 -11 -12 -9 -8 15 -13 -14 18 19 -18 22 -20 -21 24 -19 26 27 -25 -29 -28
right_child=2 -3 3 5 -6 6 7 12 9 10 11 14 16 -15 -16 -17 17 23 21 20 -22 -23 -24 25 -26 -27 29 28 -30 -31
leaf_value=-0.10025785736165403 0.026675525501670346 0.0053390176258717378 0.014582201496805164 0.038076634243019103 -0.061176422983018112 -0.02691610045099635 -0.08472416800166474 -0.050221346493684142 0.083363765065441839 0.050782335637665037 -0.076989657726979299 -0.022583298450816816 0.026613140806643756 0.015155648666593439 -0.028402844621600632 0.082427455988205015 0.055100470595395079 -0.029355127938349126 0.025467576833104216 -0.076004259022827869 0.035468008749695218 -0.10043476920992347 -0.0042934274739999008 6.4717390714264487e-05 0.064765938293728328 -0.036687985215899027 0.055518116191672517 -0.083792658655732585 0.010774642779720808 -0.021232285352834751
leaf_weight=0.0058978206640393207 0.031902389943767484 0.010049948386134933 0.038433170351693913 0.027374490831030385 0.034057731595541263 0.054368909148701294 0.010833838073951774 0.023812427670843905 0.032924403986726247 0.025141863740714143 0.014529083552588418 0.011053082918778045 0.056474570936752566 0.0083316676748594887 0.014505919131210021 0.015815753481405181 0.026891471186083149 0.025884127902030429 0.0086708436808109468 0.037273767566838756 0.02397491751412284 0.02664071901150844 0.034873137576141744 2.8687025765607865 0.049587691098613496 0.034158055980080593 0.04721546414293698 0.028501161307985967 0.017726298978457122 0.020083653453269679
leaf_count=115 40 18 69 19 67 35 19 46 16 10 8 43 55 30 26 18 22 22 28 28 43 49 15 1439 37 380 32 36 40 95
internal_value=-8.01901e-05 -0.0337129 6.67701e-05 -0.000167868 -0.0210108 0.000258302 -3.59746e-05 0.000385968 0.0206803 0.0311038 0.00987346 -0.00852466 -0.000425299 -0.0413042 0.0155174 0.039229 -6.67e-05 -0.000530284 -0.0196144 -0.00528898 -0.0221838 -0.0695191 -0.0413419 0.000446956 0.0324858 -0.000354675 6.14819e-05 -0.000690081 -0.0475301 0.032614
internal_weight=3.66569 0.0159478 3.64974 3.61784 0.0724909 3.54535 3.51798 3.46361 0.133136 0.11397 0.0810457 0.0559038 3.33047 0.0191655 0.0413748 0.0268688 3.30666 3.25018 0.158325 0.123013 0.0961218 0.0353116 0.0721469 3.09186 0.0754718 3.01639 2.98223 2.91493 0.0462275 0.0672991
internal_count=2900 133 2767 2727 136 2591 2572 2537 170 121 105 95 2367 49 87 61 2321 2266 185 108 86 77 43 2081 59 2022 1642 1515 76 127
is_linear=0
shrinkage=0.1


Tree=634
num_leaves=31
num_cat=0
split_feature=4 3 3 4 2 1 4 3 4 3 3 0 1 3 1 0 3 1 3 1 0 0 3 1 4 1 0 0 4 2
split_gain=0.0016679 0.0118286 0.00730449 0.00525181 0.00529992 0.00559343 0.00391334 0.0044999 0.00431882 0.00353121 0.00324754 0.00320154 0.0115725 0.00823151 0.0073335 0.0118206 0.00818706 0.00394838 0.00386382 0.00375369 0.00525825 0.00647977 0.0131204 0.0048848 0.0149589 0.0131311 0.00694714 0.0146283 0.0140508 0.01548
threshold=49.275256100300005 -0.25095999999999996 -0.24299499999999999 49.842240509300005 -0.23361999999999997 86.858705278550005 48.852845034800005 -0.52484999999999993 40.21994457600001 -1.0000000180025095e-35 -0.27687999999999996 83.011521693850014 61.82916008405001 0.10500500000000003 57.960468834350003 78.236820054150016 0.078935000000000019 55.855406118200008 -1.0000000180025095e-35 61.614083433650009 85.253695774650012 85.613949164150014 0.08708500000000001 61.917879202350001 40.380906245900007 61.923256118600001 85.807518149550006 85.968825637350008 42.102795028150005 -0.084239999999999995
decision_type=2 2 2 2 2 2 2 2 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 7 8 -1 -8 -9 12 13 14 15 16 17 18 -12 -13 -21 22 -22 24 -23 -25 28 -28 -27 -30
right_child=1 2 3 4 5 -7 9 10 -10 -11 11 19 -14 -15 -16 -17 -18 -19 -20 20 21 23 -24 25 -26 26 27 -29 29 -31
leaf_value=-0.10026881156096977 -0.10053685368573811 0.10025008773671407 -0.10014945739993851 0.087622299098256695 -0.10017451651566599 0.012875951855275375 0.0050247326681271375 0.038044575491754655 -0.0063163465859276419 0.050173691076239528 -0.10061624777310363 -0.029920676133366266 -0.10044181909411304 0.052334254558251428 -0.068623663444367725 0.084693590180529091 -0.1001503518823913 0.025735729848610635 0.013633106590849689 0.023905186067578823 0.011641439911221164 -0.05357900403452856 -0.075771192142944158 0.062023001852534745 0.010642600944297946 0.038287040658366744 -0.041493419975655116 0.0006300280367158473 -0.036035910510684714 0.03848850590674377
leaf_weight=0.0087555982785179065 0.013044787789326051 0.0071876603178679934 0.0054993191787396914 0.0063000078701804752 0.0058680493123652892 0.017219054572464643 0.042846592118280569 0.022277509906701076 0.01108975637697418 0.029080718366458203 0.0062255972855156383 0.04060955167185909 0.01443370870507929 0.020210143101849098 0.021734127706943163 0.012696923073235666 0.010867934614225305 0.021209780102893205 0.0056434338912388082 0.094603672206171718 0.035721840467616395 0.063853886024844875 0.033065226487963173 0.035447614733130073 0.083956853126437636 0.13767979565454913 0.085106616705417415 2.6328414814143044 0.075581145451337761 0.04415607582774328
leaf_count=33 15 1 35 8 82 78 24 45 46 21 75 35 78 13 42 9 25 26 3 39 32 17 40 6 23 34 53 1909 34 19
internal_value=-7.6725e-05 -0.0173401 0.00845446 -0.0104582 0.00632603 -0.0158581 0.00018835 -0.000283776 -0.0477674 0.0232788 -1.43799e-05 -0.000258323 -0.016813 -0.00456934 -0.0192422 -0.000294631 -0.0248491 -0.000109119 -0.0462935 0.000298098 0.000667504 -1.36523e-05 -0.0303769 0.000647585 -0.017101 0.00151892 0.000798093 -0.000688976 0.0164994 -0.00855318
internal_weight=3.64481 0.0551189 0.0420741 0.0348864 0.0293871 0.0230871 3.5897 3.51777 0.0198454 0.0719273 3.49792 3.47565 0.113022 0.0985879 0.0783778 0.0566437 0.0439467 0.0330788 0.011869 3.36262 3.32201 3.22741 0.0687871 3.15862 0.147811 3.01081 2.97537 2.71795 0.257417 0.119737
internal_count=2900 219 204 203 168 160 2681 2636 79 45 2557 2512 271 193 180 138 129 104 78 2241 2206 2167 72 2095 40 2055 2049 1962 87 53
is_linear=0
shrinkage=0.1


Tree=635
num_leaves=31
num_cat=0
split_feature=4 4 4 2 4 4 2 4 4 4 4 3 3 2 0 0 1 0 1 3 2 4 0 0 4 0 1 2 2 0
split_gain=0.00177006 0.0102414 0.00744713 0.0134385 0.00520802 0.00584623 0.0137059 0.00664445 0.0093411 0.00493056 0.0046489 0.00543025 0.0132729 0.00850938 0.00662931 0.0124933 0.0102248 0.00608964 0.0352504 0.0146408 0.0108711 0.00728646 0.0105198 0.00957973 0.00574003 0.00551851 0.00494305 0.00482396 0.00404844 0.00352255
threshold=43.19689381845 43.245737185650007 43.104429861650011 -0.079824999999999993 43.022303514600004 42.898324343550009 -0.08756499999999999 42.871500973550006 42.773538294100007 42.737166331000005 43.279086095950007 0.086520000000000027 0.08594000000000003 -0.23871499999999998 91.410264893400026 86.420486603250012 69.64719632740001 86.280686780500005 62.55235532115001 0.082325000000000023 -0.22699 46.177190236600005 96.249489528150022 95.590817286200021 44.758188263300006 100.67200315280002 74.292851976800009 -0.078219999999999998 -0.046474999999999995 85.807518149550006
decision_type=2 2 2 2 2 2 2 2 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 -7 8 9 29 -3 12 13 26 15 -13 -16 19 -19 20 -15 22 -20 -23 27 -18 -12 -24 -27 -1
right_child=1 10 3 -5 -6 6 -8 -9 -10 -11 11 14 -14 17 16 -17 25 18 21 -21 -22 23 24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0071860067809695893 0.064798481549534548 -0.050495855286048885 -0.10079475855288496 0.017970378213539757 0.027923876247383784 0.019469108679058763 -0.10049776250632816 0.041532544689491011 -0.049711015775200894 0.036774322025823827 -0.10048599132107668 -0.0021852167269407865 -0.10053853510690375 0.011516355733934077 -0.100265760377512 0.0771718525791803 0.041288133782918013 -0.10121587822330813 0.065075805240585718 0.052949747709196082 -0.061627404496816918 -0.10030895408262673 -0.086005632557124609 0.0043764280223658894 0.048206403976984842 -0.10012727395467319 0.029400362436600803 0.0093477423983604584 0.010440663146362068 -0.0024684503143771151
leaf_weight=0.45030119250824974 0.0273003990455436 0.016342686639518433 0.020238673720676559 0.01800157851462092 0.063212493466044406 0.019209217855241212 0.018886379520692498 0.036996306544928248 0.039022854204516455 0.035142815579774722 0.012353971036078493 0.037879448497228019 0.013247046298483056 0.092328260594911171 0.0095357747612752064 0.041652818067085207 0.026675077671370673 0.033565215092494327 0.044615408089250352 0.070623658470140072 0.026053792042652874 0.010259714862318248 0.011062287576578456 0.05906863464600523 0.011192510008413592 0.0058151464137843334 0.0038409668623928797 0.010195315050734788 0.0076917244879348701 2.3511682059845875
leaf_count=362 11 11 27 17 33 19 25 11 33 11 109 29 14 51 19 23 29 10 62 18 50 49 22 204 17 22 19 20 25 1548
internal_value=-7.72087e-05 0.00503141 -0.00103343 -0.0448861 -0.000477034 -0.00108546 -0.040006 -0.000576398 -0.00111815 -0.000449664 0.00203202 0.00365893 -0.00211918 0.00126582 0.0214697 0.0393758 -0.00717442 0.00437987 -0.00878614 0.0169157 -0.00458129 0.0124062 0.0335665 -0.0111157 -0.00975544 0.0149175 -0.0696807 -0.0402734 -0.0371624 -0.000916617
internal_weight=3.62348 0.5713 3.05218 0.0382403 3.01394 2.95073 0.0380956 2.91263 2.87564 2.83661 0.543999 0.527657 0.398407 0.38516 0.12925 0.0795323 0.0497177 0.368965 0.179959 0.189006 0.118382 0.146394 0.0770655 0.0693283 0.0324501 0.0401819 0.0161949 0.0212576 0.0135069 2.80147
internal_count=2900 814 2086 44 2042 2009 44 1965 1954 1921 803 792 645 631 147 52 95 503 384 119 101 374 121 253 59 76 128 42 47 1910
is_linear=0
shrinkage=0.1


Tree=636
num_leaves=31
num_cat=0
split_feature=3 2 2 3 4 0 1 3 1 3 3 1 1 3 3 1 4 0 1 2 2 3 0 1 3 2 1 1 1 3
split_gain=0.00167247 0.00978435 0.0164417 0.00782386 0.00491986 0.00424066 0.0101085 0.00304039 0.00879997 0.0068123 0.00369718 0.0150823 0.00496367 0.00396942 0.0116312 0.00997658 0.0188275 0.0148727 0.0150782 0.0127195 0.0292988 0.01936 0.0116491 0.0101597 0.00811948 0.0110153 0.0058075 0.0226572 0.0177055 0.0136021
threshold=0.11614000000000002 -0.033594999999999993 -0.091399999999999995 0.11308000000000003 40.259171735100004 87.393708446500014 67.171126389250006 0.11048000000000002 63.431481129800005 0.10818500000000002 0.10500500000000003 62.068432857650002 65.727424373200009 0.093295000000000031 0.093480000000000021 72.026481772850005 41.24714903835001 85.839779647100016 63.910026677050006 -0.097799999999999984 -0.083794999999999994 0.099010000000000029 100.53758024625002 68.579878449600017 0.092290000000000025 -0.099224999999999994 62.55235532115001 62.305017173150013 63.431481129800005 0.08784500000000002
decision_type=2 2 2 2 2 2 2 2 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 7 -2 -3 -7 9 -9 10 13 -12 -13 24 -15 16 17 -16 -19 -18 -21 -22 -17 -20 26 -26 27 29 -28 -1
right_child=1 5 -4 -5 -6 6 -8 8 -10 -11 11 12 -14 14 15 22 19 18 23 20 21 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=0.0033613699621408348 -0.016202408364834744 -0.013069449376828857 -0.060090283671569038 0.044305357358729369 0.027874927373866099 0.10010861099545521 -0.0022707690429075163 0.015818769639623791 -0.05843602696510241 0.03984227841298299 -0.070118344906565447 0.04313987244848097 -0.01381001980309819 0.061091472312205658 -0.012867631286763598 -0.057707933216152356 -0.053686327671776217 0.074160360005483136 -0.0045917707145306848 0.055810710649628538 -0.084780992432929372 -0.0015737762652706035 0.012300351457523088 0.045973245854974309 0.014965469834651877 -0.08360674756913461 0.049134191482859906 -0.075274800886575288 0.00089722522574267518 -0.022703404263591728
leaf_weight=0.82484279832084284 0.054193226982089004 0.017656989335421161 0.064679847893262532 0.040235711463480928 0.047536117549043411 0.018271576904226094 0.020424523896857602 0.031613367150043814 0.032232547603440742 0.043136423875409835 0.036633890518715115 0.026875992982240859 0.03554596586714899 0.037709898236699013 0.076387350210285976 0.052221118339605986 0.055063639796117059 0.077177977167593781 0.080754556559554658 0.064896724321442889 0.039550156402015091 0.095445396629628476 0.043622399014867176 0.078228836838661664 0.019358666973324015 0.027358112270029697 0.081404986621208653 0.04512800964607766 1.1662825319887424 0.26439135428387317
leaf_count=488 37 23 51 30 36 11 31 11 29 30 14 11 40 11 30 66 34 26 25 18 25 36 116 39 21 35 28 11 1429 108
internal_value=-8.13866e-05 -0.00847374 -0.0206697 0.000472359 0.00439406 0.0275406 0.0460709 -5.63354e-05 -0.0216687 0.00036538 -0.000162014 -0.0191828 0.01071 0.000439976 0.00706854 0.00399745 0.00903729 0.025488 0.0378943 -0.0111295 0.000593425 -0.0259513 -0.0258442 0.0202891 -0.00147334 -0.04276 -0.000663629 -0.00584204 0.00404443 -0.00296537
internal_weight=3.59886 0.222762 0.166409 3.3761 0.101729 0.0563531 0.0386961 3.33586 0.0638459 3.27202 3.22888 0.0990558 0.062422 3.12982 0.701058 0.663348 0.567505 0.312549 0.236161 0.254956 0.199892 0.134996 0.0958435 0.158983 2.42877 0.0467168 2.38205 1.13436 1.24769 1.08923
internal_count=2900 189 124 2711 73 65 42 2681 40 2641 2611 65 51 2546 426 415 233 120 90 113 79 61 182 64 2120 56 2064 607 1457 596
is_linear=0
shrinkage=0.1


Tree=637
num_leaves=31
num_cat=0
split_feature=2 4 2 2 1 1 2 2 1 0 2 3 3 3 4 2 4 1 3 3 0 0 1 0 1 0 1 1 2 1
split_gain=0.00169512 0.00552832 0.00412993 0.0158571 0.0117054 0.00559586 0.00370626 0.00353564 0.0185482 0.0159646 0.00402196 0.0145126 0.00608514 0.0036853 0.0146226 0.0108583 0.0103536 0.00755426 0.00744503 0.00403705 0.00452798 0.0224362 0.0230294 0.0243934 0.0116625 0.0189968 0.0105734 0.0159268 0.00969201 0.0187169
threshold=-0.62958999999999998 40.580626202750004 -0.58180999999999994 -0.5169149999999999 67.316303128300021 78.285212300550015 -0.59681499999999998 -0.26138499999999998 62.197478847950002 89.665455566700004 -0.24299000000000001 0.093295000000000031 -0.10778500000000001 0.11614000000000002 41.811877919650009 -0.0086649999999999991 41.134354310300004 65.630639880500027 0.11308000000000003 0.11048000000000002 89.057864029250013 89.458444290650007 62.837331883000012 89.665455566700004 64.434276012450013 89.738043936200015 65.555363052850012 65.630639880500027 -0.092289999999999997 66.318885161900013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -2 6 -6 8 -5 -10 11 12 -9 18 15 16 17 -15 19 20 -12 -22 -23 -24 -25 -26 -27 -28 -29 -30
right_child=2 -3 3 7 5 -7 -8 10 9 -11 13 -13 -14 14 -16 -17 -18 -19 -20 -21 21 22 23 24 25 26 27 28 29 -31
leaf_value=0.020405548924997068 0.074900552386731864 -0.050111251982295907 -0.079555983807296698 0.080125490240062866 -0.046557369136579041 0.0410230279606843 0.0052376399900210761 0.01141160995632712 -0.10083664736651549 0.027938061818943496 -0.0027648243025994042 0.062510341334216332 -0.10039150211417064 -0.038102561877971244 0.042169418384226082 0.025347444537030542 0.0068535815624039698 -0.10096104042403474 0.046553958595107164 -0.025456393472269242 0.057517192734061709 -0.10152883393236932 0.089506404334196848 0.05135853825798023 -0.10156055410932717 -0.060896291829055177 0.07063671321932781 0.012608532174684058 -0.10060632159501748 -0.0037297934096734418
leaf_weight=0.019734983317980404 0.02812830539187347 0.025460454792951559 0.025145114432247762 0.03114948615599597 0.024396368993080841 0.023333543723725342 0.031853282901067814 0.0064312165206996666 0.015841081456721362 0.02454228583227272 1.6116825877434817 0.011217283132340938 0.020029785805168454 0.053001997002866126 0.037094098823729382 0.029948013453322972 0.031137805643083993 0.029907059639113227 0.03525005634566003 0.059519136097870073 0.076914415916661372 0.021160508928005473 0.032262337068686864 0.045144213235289388 0.018285422818735131 0.026858307435759232 0.03338896355126042 0.42114998750162158 0.020530627096148391 0.69712335983179552
leaf_count=28 10 21 72 20 24 70 29 47 8 44 818 9 41 24 55 31 11 38 23 36 19 4 13 22 4 10 5 545 16 803
internal_value=-7.59471e-05 -0.0193195 0.000170962 -0.000437179 0.0194505 -0.000148048 -0.0172267 0.000149754 0.0221461 -0.0225761 -0.000324459 -0.0328102 -0.0732183 4.86733e-05 -0.0138176 -0.0282402 -0.042312 -0.060777 0.000858873 0.000333173 0.000844064 0.00502005 0.00195159 0.00364282 0.0014486 -0.000402285 0.00114037 0.00256181 0.000565897 -0.00650123
internal_weight=3.56762 0.0451954 3.52243 3.41472 0.107712 0.0795832 0.0562497 3.38957 0.0715329 0.0403834 3.31804 0.0376783 0.026461 3.28036 0.181089 0.143995 0.114047 0.0829091 3.09927 3.06402 3.0045 1.39282 1.3159 1.29474 1.26248 1.21734 1.19905 1.17219 1.1388 0.717654
internal_count=2900 49 2851 2718 133 123 53 2646 72 52 2574 97 88 2477 159 104 73 62 2318 2295 2259 1441 1422 1418 1405 1383 1379 1369 1364 819
is_linear=0
shrinkage=0.1


Tree=638
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 4 4 3 1 2 2 3 3 0 4 1 2 2 4 3 4 2 4 2 0 1 0 3 3 0
split_gain=0.00193491 0.0255316 0.00722917 0.0114656 0.0104481 0.00712224 0.0207919 0.0137417 0.0242482 0.0333984 0.0216495 0.0157704 0.0115638 0.0155349 0.0115278 0.0127592 0.0304253 0.0226774 0.0141108 0.010863 0.00987725 0.0329864 0.0103326 0.00849575 0.00780938 0.0146838 0.0156135 0.00756464 0.00721021 0.00644269
threshold=-0.081474999999999992 -0.082314999999999985 -0.080319999999999989 -0.079824999999999993 -0.077279999999999988 41.902916368500009 42.027086531450003 0.087265000000000023 62.036171360100006 -0.060760000000000002 -0.053019999999999991 0.087530000000000011 0.12424000000000003 90.337570099350003 41.678468725050003 62.00390986255001 -0.062629999999999991 -0.060760000000000002 40.21994457600001 0.088500000000000023 38.994321257850011 -0.072569999999999982 41.061442884200012 -0.054494999999999995 86.345209775600011 63.910026677050006 92.313586825200005 0.083290000000000017 0.070195000000000021 106.56510337475001
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 -7 10 -9 -10 -8 -11 13 -13 15 17 20 -6 -19 -20 21 -17 -22 -18 -25 -26 -27 28 29 -12
right_child=2 -3 3 4 5 6 7 8 9 11 27 12 -14 -15 -16 16 23 18 19 -21 22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.00048334939153132824 0.036751513913616911 -0.078705252418442784 -0.063407090336864674 0.032921961619372268 0.059826101183352721 -0.093855267817776714 -0.10180367692400386 -0.077474547805427077 0.086144383060121246 0.075999799723852055 -0.078799080351162301 -0.076047324835736105 0.054274157415081063 0.010768514460506492 0.042668731663856624 -0.075414273688092892 0.040067922082676469 0.025553048222552339 0.010501529697219106 -0.057413586581737591 -0.084933689499557485 0.0852620590102562 -0.027706699245642182 -0.043301909454492762 0.050000329954492509 -0.038017900937358406 0.0088770280116519298 -0.10016381441286276 0.041793125474270436 0.026230193523983272
leaf_weight=1.8815170508405921 0.059279846915483936 0.042673839229153576 0.027015806958843203 0.10392473034913785 0.092515451506187674 0.028892839334080322 0.033037871418258646 0.027632673966008436 0.057122162031248536 0.019259933789726347 0.01289108138065681 0.046827498545629176 0.016283569631923456 0.036816808167669635 0.071852747092520874 0.029172266557472182 0.063837597786850164 0.10319168090677466 0.041813662374060812 0.053923296953598765 0.064314031136733618 0.022734408867478795 0.061933537544639705 0.036370618072234073 0.062168815226868901 0.0932812290771734 0.29721810230374213 0.0069270171892675805 0.031749518323381243 0.010678459892176306
leaf_count=1626 22 33 11 33 18 26 15 41 19 3 94 35 18 69 32 21 30 47 26 21 26 26 16 32 34 52 336 53 60 25
internal_value=-7.68575e-05 -0.00221812 0.00247804 0.00117011 0.00231308 7.67796e-05 -0.0128458 -0.00502362 0.00962432 0.0232751 -0.0363756 -0.0068557 -0.0228251 -0.0378345 0.00395143 0.00123064 -0.00582272 0.0189226 -0.00010034 -0.0277513 -0.0417617 -0.00504025 -0.0568597 0.00575796 0.00127925 0.00486122 -0.00232508 -0.00164881 0.0106872 -0.0312143
internal_weight=3.53686 1.92419 1.61267 1.55339 1.52637 1.42245 0.328119 0.299227 0.203943 0.17631 0.0952839 0.119188 0.0999279 0.0836443 1.09433 1.02247 0.731031 0.291444 0.198929 0.095737 0.178154 0.0519067 0.126248 0.552876 0.489039 0.452668 0.390499 0.0622461 0.0553191 0.0235695
internal_count=2900 1659 1241 1219 1208 1175 458 432 185 144 247 125 122 104 717 685 573 112 94 47 89 47 42 484 454 422 388 232 179 119
is_linear=0
shrinkage=0.1


Tree=639
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 0 1 1 3 3 1 3 4 1 3 2 2 2 2 2 0 4 4 1 2 0 0 0 2 1
split_gain=0.00173805 0.021971 0.0111108 0.0333649 0.0094471 0.0119542 0.00609722 0.00991127 0.012763 0.0080344 0.00568859 0.0139569 0.00832888 0.0198491 0.0117263 0.0121422 0.0150829 0.00913607 0.00615691 0.0141185 0.0220095 0.022531 0.0126899 0.0158448 0.0172311 0.0142142 0.0115998 0.0140622 0.0106445 0.0107093
threshold=66.697957758300021 66.318885161900013 92.031298721500022 90.259604813550013 67.649671936450019 89.219171517050015 67.649671936450019 68.961639504150014 0.25847000000000003 0.21240500000000004 65.630639880500027 0.10371000000000001 36.514114975300011 65.111767461350013 0.10332500000000001 -0.103615 -0.12350999999999999 -0.26820499999999997 -0.088099999999999998 -0.10282499999999999 85.807518149550006 41.840895355800008 38.512991772500008 62.197478847950002 -0.25089499999999998 86.597924839850023 85.775256651950016 82.401241698250018 -0.23557500000000001 55.94143677835001
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -6 -4 -8 9 -9 12 -12 13 14 15 16 17 -1 19 22 21 -21 -14 25 -25 26 27 28 -24 -30
right_child=2 -3 6 -5 5 -7 7 8 -10 -11 11 -13 18 -15 -16 -17 -18 -19 -20 20 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.063237323461017778 0.083722923324095727 0.056500505922454161 -0.065278838206168852 -0.086669034851714344 -0.10050369596972664 0.056479561649760236 0.035371074234105383 -0.0018155745489855776 -0.10028542065057292 0.075763700686367383 -0.063850624941933748 0.018458088485796123 -0.062065739439182283 0.095705410040352989 0.085543955172361852 -0.10065547850765842 0.1000996416054893 -0.10034338206705398 0.0038542022774592567 0.057158089827978001 -0.057895799277099869 -0.034337482822141226 -0.064356499927978789 -0.013508523696177124 0.061854757111686268 -0.043690503433812616 0.02794104786554262 -0.058661334431955571 -0.0029004608956362042 0.070600983630071459
leaf_weight=0.0048926652896383862 0.019468529476625474 0.070590914256172144 0.014307413185150497 0.054590407907993743 0.0088703855660766662 0.010704701163763986 0.075773541216790252 1.0611829738931029 0.013062500355882967 0.013519482746806477 0.044659647777450462 0.038242948707193136 0.029588062164748408 0.03072330467921347 0.011301099846605211 0.0152162855471486 0.011180784786120057 0.011299120127877371 1.2373844946933628 0.046284268781164983 0.1199263818016334 0.064310523735137792 0.017744012111321039 0.047182808224704331 0.084980502516373235 0.076813447165477555 0.12250797446108663 0.047346826100163497 0.062951671790870023 0.028934312025896247
leaf_count=5 8 34 12 68 29 16 42 1531 38 15 37 7 25 13 10 20 4 66 546 12 43 46 60 28 29 17 36 42 40 21
internal_value=-8.22874e-05 0.0016037 -0.00303141 -0.036186 0.0343988 -0.0146569 -0.000395747 0.000402086 -0.00203385 -0.000839647 -0.000195817 -0.0258816 0.000832606 0.0315592 -0.00501136 -0.0290405 0.0107699 -0.0509143 -0.000476525 -0.0076352 -0.0282229 0.0039537 0.00152589 0.00537789 0.0349498 -0.00559134 0.00487981 -0.0131177 0.00655167 0.0202447
internal_weight=3.49554 2.22406 1.27148 0.093634 0.0390436 0.0195751 1.17785 1.16354 1.08776 1.0747 2.15347 0.0829026 2.07057 0.0846133 0.05389 0.0425889 0.0273726 0.0161918 1.98596 0.748571 0.230521 0.110595 0.51805 0.488462 0.132163 0.356298 0.279485 0.156977 0.10963 0.091886
internal_count=2900 1141 1759 121 53 45 1638 1626 1584 1546 1107 44 1063 118 105 95 75 71 945 399 101 58 298 273 57 216 199 163 121 61
is_linear=0
shrinkage=0.1


Tree=640
num_leaves=31
num_cat=0
split_feature=4 3 3 4 2 1 4 3 0 4 1 0 4 3 3 2 4 2 2 1 1 0 1 1 1 1 1 2 4 1
split_gain=0.00157427 0.0106967 0.0066159 0.00465293 0.00484364 0.00495256 0.00351396 0.00354152 0.00322911 0.00593952 0.00739811 0.00517521 0.00447962 0.00268588 0.00660674 0.00231384 0.00622111 0.00388943 0.0203036 0.0104188 0.00594321 0.00602002 0.00594014 0.0045736 0.0044382 0.00364196 0.00403744 0.00328373 0.00320961 0.00335405
threshold=49.275256100300005 -0.25095999999999996 -0.24299499999999999 49.842240509300005 -0.23361999999999997 86.858705278550005 48.852845034800005 -0.15684499999999998 75.994645973400011 41.24714903835001 55.855406118200008 71.144667506050013 44.921040431000009 0.079095000000000013 0.075065000000000021 -0.62958999999999998 40.580626202750004 -0.58180999999999994 -0.5169149999999999 67.316303128300021 57.960468834350003 83.011521693850014 60.990361147350008 78.285212300550015 61.614083433650009 61.767325547050007 61.86411003975001 -0.59681499999999998 47.833738492450003 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=6 -2 -3 -4 -5 -6 8 -8 9 -1 11 12 -11 14 -7 16 -10 19 -19 -17 -20 22 -22 27 -23 -26 -27 -21 29 -28
right_child=1 2 3 4 5 13 7 -9 15 10 -12 -13 -14 -15 -16 17 -18 18 20 23 21 24 -24 -25 25 26 28 -29 -30 -31
leaf_value=-0.089826535724400192 -0.10048973031942049 0.10022426493443835 -0.10013792505733927 0.085824199110872842 -0.10016047590610062 0.058194283135158044 0.048924810825168932 0.0030669819533033233 0.018180313510471106 -0.10008281318201565 0.061858849268654495 -0.10047800611603477 0.09972228492531858 0.060279833728923787 -0.10020065518027679 0.0728403080640634 -0.058976193302186522 -0.10038225745843608 0.046244054271344835 -0.042702200127052649 -0.013787925928707194 -0.032511573133774244 -0.10040694633412668 0.038377271220624731 0.027822050401517192 -0.024291841842805924 0.0012744262710378095 0.0064817977876021407 0.033050352393077825 -0.017322437251749135
leaf_weight=0.011385663648459665 0.011919726895072813 0.0064488495700061313 0.0049271387105228595 0.005894297979011749 0.0053349217380827011 0.005257950007035106 0.029260884614586757 0.039675864302466723 0.019451663285228071 0.0017315393125884601 0.010255748225413086 0.0081525661200352317 0.0031880453581321078 0.0065856899030833907 0.0052753794806079668 0.026981129718479852 0.022582104109363677 0.020136347054804271 0.027970204644090724 0.023914610900078515 0.026387079536473568 0.040364660084781234 0.011310902066246409 0.022876580178246592 0.049311689450405871 0.064670894076698793 2.7845297007880845 0.031394449312813322 0.030856728042095827 0.10048143166710977
leaf_count=82 15 1 35 8 82 15 14 31 27 89 22 18 9 25 38 10 19 67 24 24 31 33 53 68 12 21 1465 29 37 496
internal_value=-7.8649e-05 -0.0174072 0.0075227 -0.0104431 0.00514655 -0.0160318 0.000184031 0.0225318 -0.000277507 -0.0306179 -0.00171996 -0.0516007 0.0293972 0.0101858 -0.0211342 4.13407e-05 -0.023271 0.000341816 -0.000288596 0.0192603 0.000354133 -5.88618e-05 -0.0397771 0.000770304 0.000428823 0.000867666 0.000421717 -0.0147844 0.000969838 0.00062672
internal_weight=3.45851 0.051644 0.0397242 0.0332754 0.0283482 0.0224539 3.40687 0.0689367 3.33793 0.0347136 0.0233279 0.0130722 0.00491958 0.017119 0.0105333 3.30322 0.0420338 3.26119 3.15602 0.105167 3.13588 3.10791 0.037698 0.0781856 3.07022 3.02985 2.98054 0.0553091 2.91587 2.88501
internal_count=2900 219 204 203 168 160 2681 45 2636 220 138 116 98 78 53 2416 46 2370 2239 131 2172 2148 84 121 2064 2031 2019 53 1998 1961
is_linear=0
shrinkage=0.1


Tree=641
num_leaves=31
num_cat=0
split_feature=3 0 1 4 2 2 0 3 3 3 3 3 1 1 3 3 1 4 0 1 4 1 2 0 1 3 2 1 1 4
split_gain=0.00160564 0.00772779 0.0173263 0.0170285 0.0102877 0.0137825 0.00971942 0.00766684 0.0054791 0.00443142 0.00564908 0.00352979 0.0128032 0.00323631 0.00281697 0.00900829 0.00844007 0.0151457 0.0121703 0.0136095 0.0095877 0.0157372 0.015007 0.00950471 0.00845933 0.00687504 0.00978007 0.0043077 0.0151487 0.0133038
threshold=0.11614000000000002 87.393708446500014 65.461267018300006 39.646013290900008 -0.13324 0.15973500000000004 99.20948192980002 0.25847000000000003 0.11263500000000003 0.11048000000000002 0.10818500000000002 0.10500500000000003 62.068432857650002 65.727424373200009 0.093295000000000031 0.093480000000000021 72.026481772850005 41.24714903835001 85.839779647100016 63.910026677050006 42.654057868200006 62.154463517850012 -0.067574999999999996 100.53758024625002 68.579878449600017 0.092290000000000025 -0.099224999999999994 62.55235532115001 62.305017173150013 41.468518788800004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 -3 -2 -4 6 -6 -5 9 10 11 14 -13 -14 25 -16 17 18 -17 -20 22 -22 -19 -18 -21 27 -27 28 29 -1
right_child=1 2 4 7 5 -7 -8 -9 -10 -11 -12 12 13 -15 15 16 23 20 19 24 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.019196548451355322 0.040650417911113207 0.096745966504746914 0.040338296702985568 -0.094787305933794808 -0.10072381797824935 0.045224070394849041 -0.0018908290735354242 -0.028068102130359991 0.031281704857224348 -0.032445680537343584 0.037585100924512282 -0.068002528189307798 0.037100970504033638 -0.010615305636053559 0.055450795948540611 -0.011901730175108137 -0.053999831074278137 -0.052721110025692075 0.071279097604105876 -0.0056681580559327545 0.059667407679495216 -0.026298301346824583 0.0089604159874621565 0.010363095340035489 0.041861099792907301 0.014807897090722409 -0.081377709161655792 0.0036804611216401787 -0.066401683121225061 0.0049617519753445659
leaf_weight=0.33436389585806758 0.026059957177494819 0.01895420128130354 0.028653863258568897 0.02784201235617445 0.026071765279548687 0.016321240074583299 0.01609172533054936 0.04515869466953859 0.056687472412407902 0.041756670705158316 0.040216594016612706 0.034171252631949638 0.024121827535964258 0.034605763179834888 0.035172277949641173 0.072827638852864141 0.050007853226862437 0.086680596072255867 0.071061524944525445 0.074756490898948869 0.042824649439097584 0.042357656286128531 0.072381571793584953 0.042394969091634288 0.075030906260963093 0.01833401982826928 0.024966439826743667 1.2082174681712441 0.038740392805038826 0.71625892079537368
leaf_count=209 13 11 28 39 25 19 32 22 40 30 30 14 11 40 11 30 66 39 26 25 17 29 28 116 39 21 35 1457 11 387
internal_value=-7.78175e-05 -0.00865699 0.0100971 -0.0287424 -0.00875058 -0.0328011 -0.0630041 -0.0535144 0.000465753 -8.33642e-05 0.000347069 -0.000136136 -0.0193344 0.00898372 0.0004571 0.00619809 0.00344977 0.00824572 0.0235483 0.0352383 -0.0101539 0.0169202 -0.0246528 -0.0244697 0.01814 -0.00117502 -0.0406514 -0.000431046 -0.00499114 -0.0027267
internal_weight=3.44309 0.205153 0.106093 0.0990607 0.0871386 0.0584847 0.0421635 0.0730007 3.23794 3.18125 3.13949 3.09928 0.0928988 0.0587276 3.00638 0.665496 0.630324 0.537921 0.293677 0.220849 0.244244 0.0851823 0.159062 0.0924028 0.149787 2.34088 0.0433005 2.29758 1.08936 1.05062
internal_count=2900 189 115 74 104 76 57 61 2711 2671 2641 2611 65 51 2546 426 415 233 120 90 113 46 67 182 64 2120 56 2064 607 596
is_linear=0
shrinkage=0.1


Tree=642
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 0 4 4 2 0 0 4 2 1 3 1 4 3 2 3 3 3 1 0 1 1 2 1 3 2
split_gain=0.00177058 0.0183139 0.0099476 0.0294002 0.00819941 0.0107132 0.00584252 0.0104246 0.0110201 0.0117066 0.0156707 0.00761413 0.0112598 0.00745046 0.00723174 0.0129573 0.00781085 0.00678237 0.0212474 0.0114312 0.0105246 0.0109611 0.0128996 0.00981976 0.015401 0.0124217 0.00979203 0.00905764 0.0120485 0.0225598
threshold=66.697957758300021 66.318885161900013 92.031298721500022 90.259604813550013 67.649671936450019 89.219171517050015 38.703421923500009 35.818873074050011 -0.053019999999999991 94.776214472700005 94.832672093450014 39.211875820650008 -0.071129999999999985 82.987325570650015 0.088565000000000019 72.496961945650014 32.785955158400007 0.090865000000000015 -0.59511499999999995 0.090225000000000014 0.10176000000000003 0.10790500000000001 75.28220456885002 92.652332549650012 71.787208999250012 72.496961945650014 -0.069554999999999992 70.343506983200015 0.08494500000000002 -0.09715
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 9 -9 -11 12 -8 -12 15 -4 -16 19 -19 23 -20 -22 -23 -13 27 -26 -24 -25 29 -29
right_child=2 -3 6 -5 5 -7 11 8 -10 10 13 17 -14 -15 16 -17 -18 18 20 -21 21 22 26 24 25 -27 -28 28 -30 -31
leaf_value=-1.4140056624073584e-06 0.080820076773961358 0.052708565039877336 0.095631135096721512 -0.084606765662262939 -0.10045594867539519 0.053675875551393686 -0.0081733111453469506 -0.10057023355141369 -0.0062330854227415251 0.10017462187734139 -0.077467112071410243 0.048484646298235207 0.065624344247997651 0.045347334764314934 -0.10039399292844611 -0.047049294313917848 0.014339377900172574 0.046470806665477676 -0.046431995522091422 0.047768543780172784 0.02803713965277704 -0.10060569272525639 0.062444083142241126 -0.0016159530486321945 0.067883165858123679 0.0018594594064630611 -0.059005783377892154 -0.10043058617076235 -0.10052440193907292 0.066129105681203851
leaf_weight=2.0950875008553509 0.018082340424825927 0.068057825817959272 0.022188729119534303 0.0509948437644967 0.0080511041984430154 0.010251845349817046 0.03813235014525429 0.033242805353499494 0.1053334025432538 0.0085080556800676277 0.024832521505357974 0.040885809935161832 0.045160968823268588 0.0061660112262560121 0.0077365691776983088 0.0089249110477381266 0.025461362248992789 0.04911050234841241 0.11885639009760363 0.059540201399215675 0.05420250125579984 0.019306157746633801 0.014454715540409779 0.048373676240146324 0.031231057393767969 0.32537243717793179 0.012277186842705068 0.015886754417877569 0.033628837204105366 0.016659406975804814
leaf_count=1107 8 34 11 68 29 16 36 33 95 2 97 15 30 48 42 100 60 31 156 19 37 20 14 51 21 600 29 32 43 16
internal_value=-7.56599e-05 0.00165697 -0.00306718 -0.0356099 0.0330604 -0.0141237 -0.00062732 -0.0144441 -0.0269065 -0.0568395 -0.0200422 0.00300088 0.0318392 -0.0530377 0.0200651 0.0547034 -0.0123985 0.000140578 -0.0129787 0.00629665 -0.0263042 -0.00243853 -0.0383188 0.00147427 -0.00260522 0.00764176 0.00666568 -0.0345053 -0.0585472 -0.0151737
internal_weight=3.416 2.16315 1.25285 0.0873801 0.0363853 0.0183029 1.16547 0.242394 0.178083 0.0727494 0.0395066 0.923079 0.0832933 0.0309985 0.0643116 0.0311136 0.0331979 0.839786 0.268207 0.571578 0.219097 0.100241 0.0460381 0.512038 0.471152 0.356603 0.0267319 0.114549 0.066175 0.0325462
internal_count=2900 1141 1759 121 53 45 1638 488 275 180 147 1150 66 145 213 111 102 1084 287 797 256 100 63 778 763 621 43 142 91 48
is_linear=0
shrinkage=0.1


Tree=643
num_leaves=31
num_cat=0
split_feature=0 1 2 1 1 2 2 2 2 4 2 0 3 4 3 4 2 3 1 4 0 3 3 4 4 4 1 2 0 0
split_gain=0.00160998 0.00579504 0.00500181 0.00490105 0.00897043 0.00470676 0.00469883 0.00679076 0.00840388 0.00538886 0.0047088 0.00431405 0.00516799 0.0148534 0.00876082 0.00424976 0.0131045 0.00989575 0.00766481 0.00594297 0.0038853 0.00695285 0.0203835 0.0192943 0.0142057 0.0226352 0.0332949 0.0160761 0.0137696 0.028593
threshold=98.201310130900012 77.52437864960001 -0.10518999999999999 75.645146416450004 72.496961945650014 -0.61225999999999992 -0.58180999999999994 -0.46029499999999995 -0.5169149999999999 41.061442884200012 -0.26138499999999998 97.671683879200017 0.12064000000000002 41.395309858300003 0.43162500000000009 35.461062230100005 -0.11808 -0.49570500000000001 65.727424373200009 35.97706729810001 97.483491810050012 0.090390000000000012 0.089475000000000013 36.921550069850007 42.37975859965001 42.508878681700004 62.009286778800011 -0.084239999999999995 93.776108048200015 89.665455566700004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 4 -2 -5 9 8 -8 -1 -9 12 15 14 -14 16 17 -12 -18 -17 21 22 -21 -23 28 -26 -27 -28 29 -25
right_child=3 2 -4 5 -6 -7 7 10 -10 -11 11 -13 13 -15 -16 19 18 -19 -20 20 -22 23 -24 24 25 26 27 -29 -30 -31
leaf_value=0.039752604695220135 0.020482511199876801 -0.0095069686043765672 0.072718901247806278 -0.10011740608119851 -0.094602806404508341 -0.0017235457883109182 -0.10038563910715233 0.034454163761105598 -0.0027579459097338463 -0.0069989988241794324 0.04540680359791522 -0.034763389302234722 -0.082865128102784846 0.028743896205627589 -0.010953161539165111 -0.049187015062630818 0.071829276597556987 -0.10034291435660277 0.0098075304348918153 -0.0023263370197098405 0.032539337966905051 0.067448275684703823 -0.078927623121248056 0.012099397752446726 -0.086836068842601144 0.069367610041879302 0.0083382046769873621 -0.06697512146285986 0.036660475029994401 -0.052854010588943096
leaf_weight=0.062259418796656862 0.011639637320371266 0.0115825234006941 0.020476694620075953 0.0049258958296272684 0.016198426643153852 0.37293639185833716 0.015130412408090876 0.039248907480405104 0.021131908955794088 0.040819665796334448 0.0071143917859446395 0.036115011863330326 0.036522014794971136 0.037671208058171146 0.031598395451844341 0.024232662657368897 0.038124385208450878 0.01349390066975717 0.04174227146722842 1.4746220939190662 0.037456756748724618 0.049686425821219404 0.035576312977691482 0.47055853896099897 0.040506419427401852 0.04533483030822083 0.052973487458416457 0.060955724235341791 0.15302523617515362 0.079176371629387177
leaf_count=38 37 34 21 31 55 940 45 29 13 29 20 30 29 40 15 22 30 42 21 921 12 20 31 168 14 23 31 51 69 39
internal_value=-7.98115e-05 0.000725516 0.0430119 -0.00598952 -0.0464834 -0.00300623 0.000265199 -0.000495513 -0.043493 0.0212388 6.02019e-05 -0.000427755 2.64076e-05 -0.0216434 -0.049508 0.000899873 0.0210685 -0.0500272 0.0394136 9.7036e-05 0.000574774 8.85485e-05 -0.00413086 0.00678046 0.00344055 -0.0200904 -0.0031146 -0.0319568 0.0101296 0.00274439
internal_weight=3.38284 2.97714 0.0320592 0.4057 0.0278381 0.377862 2.94508 2.842 0.0362623 0.103079 2.80574 2.76649 2.73037 0.105792 0.0681204 2.62458 0.100475 0.0206083 0.0798667 2.5241 2.49987 2.46242 1.5102 0.952217 0.902531 0.19977 0.159264 0.113929 0.70276 0.549735
internal_count=2900 1837 55 1063 92 971 1782 1715 58 67 1657 1628 1598 84 44 1514 113 62 51 1401 1379 1367 952 415 395 119 105 82 276 207
is_linear=0
shrinkage=0.1


Tree=644
num_leaves=31
num_cat=0
split_feature=1 0 1 1 4 3 4 0 0 4 4 1 3 0 4 4 0 2 2 0 1 2 1 4 1 4 2 4 3 1
split_gain=0.00182199 0.00598755 0.00655887 0.00563387 0.00610129 0.0111258 0.0108842 0.0087129 0.029648 0.015362 0.0168673 0.00853917 0.0126872 0.00819408 0.00759746 0.00628021 0.00854709 0.00944553 0.0059349 0.00833768 0.00917622 0.008471 0.0354559 0.0168078 0.0230027 0.0230499 0.0214558 0.0177929 0.0163529 0.0339433
threshold=69.873026810350026 93.262612545250008 69.276189105400007 68.321786469100019 38.592454371550012 0.087205000000000019 39.268993001500007 90.337570099350003 90.662873533100012 40.380906245900007 42.929886289700008 65.004229136100022 0.080515000000000017 90.259604813550013 37.020641110850008 38.115457128050004 84.95796538030001 -0.26820499999999997 -0.26138499999999998 89.057864029250013 62.55235532115001 -0.079074999999999993 62.106071271500007 41.395309858300003 62.116825104000007 41.840895355800008 -0.11808 42.871500973550006 0.077330000000000024 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 3 -3 4 5 13 -6 11 -9 -10 -11 18 -13 15 -7 16 17 -1 -8 20 21 23 28 26 25 -25 -20 -26 -23 -30
right_child=-2 2 -4 -5 6 14 7 8 9 10 -12 12 -14 -15 -16 -17 -18 -19 19 -21 -22 22 -24 24 27 -27 -28 -29 29 -31
leaf_value=0.083250522079060391 -0.0037452328808113529 -0.011222000902259374 0.046699702283741928 -0.030291999807159603 -0.036530605676634582 0.011534595795549303 0.029156747553665954 0.10009081796580482 0.056334276444596626 -0.080898861810508482 0.024292407321554833 0.0074825352939811287 -0.10050161333621309 -0.064382630425480841 0.049524006162960509 -0.051863971674607184 0.037870071027193759 -0.100140430361226 -0.00075012434049069512 0.025540793135557724 -0.047219113600899018 0.035107846392000722 0.051306415194402322 0.046490479446911349 -0.079651797219610965 -0.0032516039445004497 -0.073797428316746516 -0.0078205790351489075 -0.001891033701650895 -0.083308264006942259
leaf_weight=0.0038484139317347408 0.96692582036161168 0.029547438833674167 0.057779777059295157 0.058201737488161487 0.082131756701528391 0.13252724180107833 0.066753829791594055 0.037858375646464881 0.027691032283428285 0.033725215281665832 0.027816232580704536 0.022426126458583329 0.021133849473990551 0.024038509880483616 0.087335196709318552 0.0167393024530611 0.046897880548840476 0.010393071103483975 0.080024322991732788 0.10810121779832127 0.045939886400333196 0.080766324660395461 0.13994130821811268 0.1212646898420644 0.058049342958838679 0.40193232611042473 0.080820650873647093 0.084946998082898517 0.33744373263903427 0.060366580523805169
leaf_count=3 1599 47 27 24 36 57 37 24 16 25 36 21 25 14 31 8 21 85 36 30 31 99 44 29 21 239 32 27 162 14
internal_value=-8.32922e-05 0.00140043 0.0271017 0.000424222 0.00122199 0.013965 -0.000914614 0.000677765 0.0259391 -0.00552102 -0.0333533 -0.00119981 -0.0449078 -0.013346 0.026625 0.00240727 0.0172662 -0.0505835 -5.72412e-05 -0.00127639 -0.00322005 -0.00182176 0.00703014 -0.00844184 -0.00143703 0.00827743 -0.0374546 -0.0369805 -0.00591676 -0.0142459
internal_weight=3.35337 2.38644 0.0873272 2.29912 2.24091 0.32178 1.91913 1.837 0.127091 0.0892325 0.0615414 1.70991 0.04356 0.101917 0.219862 0.0778787 0.0611394 0.0142415 1.66635 1.5996 1.4915 1.44556 0.618518 0.827038 0.666193 0.523197 0.160845 0.142996 0.478577 0.39781
internal_count=2900 1301 74 1227 1203 219 984 948 101 77 61 847 46 131 88 117 109 88 801 764 734 703 319 384 316 268 68 48 275 176
is_linear=0
shrinkage=0.1


Tree=645
num_leaves=31
num_cat=0
split_feature=2 4 2 2 1 1 1 1 2 1 1 1 3 0 2 3 3 3 3 2 1 0 1 2 4 3 4 1 0 4
split_gain=0.00160955 0.00260204 0.00251162 0.00776796 0.00661578 0.00804356 0.0072182 0.0138259 0.0054312 0.0129747 0.00494067 0.00831105 0.00335154 0.0079355 0.00332547 0.0117542 0.00573246 0.00266439 0.00814947 0.0124892 0.0105287 0.0156467 0.0114364 0.00900995 0.00878551 0.0128716 0.00919083 0.00680551 0.00611823 0.00358979
threshold=-0.62958999999999998 40.580626202750004 -0.58350999999999986 -0.50001499999999999 63.910026677050006 69.64719632740001 75.645146416450004 78.285212300550015 -0.26138499999999998 62.305017173150013 64.321360770950022 72.496961945650014 0.093925000000000022 102.11570516885001 -0.24299000000000001 0.093295000000000031 -0.10778500000000001 0.10500500000000003 0.10661000000000002 0.20327000000000003 62.079186690200011 86.345209775600011 62.132955852800002 -0.11911999999999999 41.134354310300004 0.11048000000000002 42.487106141350004 61.966271448700006 98.327667663000014 35.337501601400007
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -6 -7 -8 9 -5 -4 -12 13 -9 15 16 -10 29 -19 20 21 27 -22 -24 25 -25 -26 -20 -27 -16
right_child=2 -3 3 8 5 6 7 12 14 -11 11 -13 -14 -15 17 -17 -18 18 19 -21 22 -23 23 24 26 28 -28 -29 -30 -31
leaf_value=0.0090897952147605734 0.075748493097490197 -0.041338575778110523 -0.10063826138633279 0.082184628616180783 -0.067208883195439453 0.056342360219740872 -0.1004572458850249 0.097662744328516848 0.010611430557155908 -0.019779289786933368 0.012793089962965916 -0.10017616452677212 0.065313053892450318 -0.10010672139242471 0.022102681274241087 0.056486943230123238 -0.10034038034989301 -0.048438988065490296 0.012520082173970815 0.065656449290338856 -0.090834142954664979 0.077255995329892135 0.041399099718213046 0.0168079951807696 0.05377594462960638 -0.097728982339703993 -0.030642768414457192 -0.047045600122461957 -0.025213880683876311 0.00052706963488530309
leaf_weight=0.017984019733643275 0.015638280689019152 0.023737823881426312 0.011039442736227867 0.025853689343103781 0.013018269099120516 0.028402509011073107 0.011596865533107348 0.0035479256112012081 0.0063751169048242842 0.024124933143595484 0.020843829784098489 0.0094715489095795191 0.013540620678980986 0.0047386964865689107 0.079456617772632021 0.010552913890518489 0.017274927114816374 0.043759477325237939 0.060629234391427644 0.024849738396844401 0.022230528449512121 0.02996652273577638 0.024572660217367814 0.022386495948719012 0.023137190375564387 0.035169662192376938 0.029138356486867245 0.028057152492579007 0.0173872284313321 2.617509829663148
leaf_count=28 6 21 12 19 9 22 17 3 47 41 27 57 16 48 206 9 41 29 31 25 12 16 20 20 20 29 29 35 35 1970
internal_value=-8.43062e-05 -0.0196016 0.00016439 -0.000302518 0.0165933 0.00423323 0.0192762 -0.0122213 0.000264127 0.0329661 -0.0433603 -0.0225023 0.0346587 -0.0154315 -0.000264385 -0.0312728 -0.0704322 8.24075e-05 -0.00798206 -0.00240651 -0.00818543 0.0147844 -0.0238469 -0.0140363 -0.0247438 -0.0466915 0.00672101 -0.00632434 -0.073739 0.00116272
internal_weight=3.31599 0.0417218 3.27427 3.18379 0.0904832 0.0748449 0.0618266 0.0334241 3.14243 0.0499786 0.0413548 0.0303154 0.0218272 0.00828662 3.09245 0.034203 0.02365 3.05825 0.361284 0.317525 0.292675 0.118653 0.174022 0.151792 0.127219 0.0749434 0.0522755 0.0886864 0.0525569 2.69697
internal_count=2900 49 2851 2730 121 115 106 84 2634 60 96 84 67 51 2574 97 88 2477 301 272 247 82 165 153 133 84 49 66 64 2176
is_linear=0
shrinkage=0.1


Tree=646
num_leaves=31
num_cat=0
split_feature=1 1 4 1 4 3 0 1 2 2 0 2 0 3 4 1 3 3 3 0 4 0 0 1 0 4 3 2 2 2
split_gain=0.00156444 0.00566393 0.00555873 0.00731641 0.00592276 0.00535118 0.00780995 0.00787207 0.0128977 0.00527869 0.0119492 0.0253739 0.0140734 0.0133224 0.0296321 0.0110062 0.0097381 0.0148809 0.0159046 0.0177563 0.0145617 0.0142494 0.0110057 0.010073 0.00810867 0.00724855 0.0132832 0.00698473 0.0129161 0.0123895
threshold=69.873026810350026 70.085415002650009 38.238138001450004 70.133807249000014 37.962710038050005 0.098005000000000023 94.964406541850011 71.464594023550021 -0.11600999999999999 -0.079824999999999993 97.483491810050012 -0.096499999999999989 97.671683879200017 0.091885000000000022 42.34047585750001 71.52105164435001 0.076080000000000023 0.090720000000000023 0.089335000000000012 97.900202820250016 39.091773401050006 96.943111725850017 101.23657936015002 75.085947125300024 103.63199555440001 43.812290675100009 0.076580000000000023 -0.08459499999999999 -0.094344999999999998 -0.13324
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 -3 -8 -9 10 11 13 -12 14 -5 -16 21 18 19 -18 -19 -11 -21 -22 -24 -17 -27 28 29 -14
right_child=1 2 3 9 -6 -7 7 8 -10 16 12 -13 27 -15 15 25 17 20 -20 22 23 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0013153662579242209 -0.039440151878004072 -0.10026195340455908 0.053070131199350258 -0.10062594070286031 -0.10027580440051487 0.022354871242816238 0.05519046040835867 0.034359692646976012 -0.084228202220414938 -0.10037133301430406 0.059308119834457357 -0.086746817024660403 -0.0046398841625422882 0.053774519572465124 -0.059226156196161277 0.088703928705035018 0.055413589568977774 0.069004116505415283 0.094189190140969256 -0.10076574943824351 -0.068646635406061196 0.0015244693532708879 0.046760845911231155 -0.0019313724031089327 -0.078510495659798882 0.056792346689472709 -0.1004653762806626 -0.0473038956469191 0.038036353112516685 -0.10031301672470294
leaf_weight=2.3320844667802172 0.041886631439410738 0.013227202792921576 0.025983017042676804 0.031650595144554927 0.0092890512567134209 0.02548954557407071 0.012420577586453874 0.015354183139749719 0.022775313158473275 0.018212754859842362 0.040538122515783925 0.052338766389545599 0.1247900045394976 0.030487454626694444 0.013610194202477999 0.019774486194364727 0.054747943807312738 0.0216265895414538 0.039607973037918853 0.014806043965819526 0.031429551521796384 0.055685222118831756 0.016937605985049231 0.080845009929837786 0.007435368409555664 0.017201408486395953 0.0078100391456388243 0.032751054855602729 0.068270284807473658 0.015182184445004854
leaf_count=1301 24 31 9 19 33 90 10 112 129 31 15 65 356 31 23 3 56 17 21 21 39 88 16 90 69 39 30 42 52 38
internal_value=-8.43964e-05 -0.00347713 -0.00184026 0.000851316 -0.0242816 -0.0163737 -0.0318522 -0.0139517 -0.0364746 -0.000853769 -0.00791282 -0.028607 0.00479434 -0.00336135 -0.0227061 0.0195264 0.00854367 0.0174225 0.0410435 0.0186326 -0.00613401 -0.0235886 -0.0327645 -0.0206073 0.00854481 0.0434588 0.00768727 -0.00437556 0.00237594 -0.0150171
internal_weight=3.29425 0.962164 0.920278 0.821722 0.0985559 0.0892668 0.0637773 0.0505501 0.0381295 0.795739 0.454405 0.172873 0.281532 0.120534 0.0900467 0.0583961 0.341334 0.267436 0.133535 0.093927 0.133901 0.073898 0.039179 0.112275 0.024373 0.0447859 0.0250114 0.240994 0.208242 0.139972
internal_count=2900 1599 1575 1170 405 372 282 251 241 1161 713 210 503 145 114 95 448 329 183 162 146 119 106 129 85 72 69 488 446 394
is_linear=0
shrinkage=0.1


Tree=647
num_leaves=31
num_cat=0
split_feature=3 4 3 3 2 1 2 1 2 3 3 0 4 1 1 1 1 3 2 4 4 1 3 1 3 1 4 3 2 2
split_gain=0.00149673 0.0108974 0.00326994 0.0045828 0.00285326 0.00807551 0.00655262 0.0108381 0.0120043 0.00817872 0.0128751 0.00585884 0.00855046 0.0126035 0.0171268 0.00948329 0.00933357 0.013049 0.00515199 0.00846495 0.01248 0.0106285 0.00489248 0.00614125 0.00469876 0.00458422 0.00488675 0.00325367 0.00410549 0.00323906
threshold=0.4172550000000001 39.468990633150007 0.21240500000000004 0.12746000000000005 -0.011399999999999999 60.474177186300004 0.048530000000000011 61.82916008405001 0.090855000000000033 -0.04931 0.089850000000000027 85.509099297050014 38.441102963850007 76.919475570250015 78.820215468450016 67.980352286500008 62.057679025150001 -0.11050499999999999 -0.031989999999999998 40.305698932850007 41.872669623500009 62.154463517850012 0.099780000000000021 68.579878449600017 0.09117500000000002 70.085415002650009 37.858673296900008 0.07950500000000002 0.06041500000000001 -0.0023999999999999998
decision_type=2 2 2 2 2 2 2 2 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 18 -6 9 -8 27 -7 -11 -10 15 16 -15 -13 -14 -18 -1 -20 -21 -22 23 -17 -16 -25 -27 -9 -29 -12
right_child=1 -3 -4 -5 5 6 7 8 11 10 29 12 13 14 24 22 17 -19 19 20 21 -23 -24 25 -26 26 -28 28 -30 -31
leaf_value=0.0002128795215584093 0.045612434740243596 -0.044307592792302425 0.030271997316618005 -0.042672854412561419 -0.079315827994929061 0.034684380493570442 0.080365786113973658 -0.0003568650783625938 -0.077758304239691392 -0.078645458499026211 0.014610300588598716 0.056070767243588462 0.032886307013109697 0.091675188903336022 -0.0092958659900799091 -0.100539242402598 0.024219112237001753 -0.095552730702702829 -0.0099608783364287263 0.071732524151559937 0.044500981629318037 -0.037965059822737235 0.038029966599351164 0.046702341752437447 -0.10017603468671565 -0.10017262734579815 0.0064517413227060437 0.019533322188705057 0.092116850990699328 -0.034011500072337025
leaf_weight=2.5514059058380063 0.019833040843583727 0.042057845497289748 0.035773937009644263 0.025121914750374841 0.015120965814168663 0.019433965435666778 0.017251363606192116 0.011050799540228709 0.012477171893156225 0.041488434558862343 0.033422354321686519 0.035621426097350188 0.010413442283152108 0.017725847348306845 0.022669940304318043 0.00930787343531847 0.011515744303324027 0.043296272313426698 0.068921475581351976 0.050089008143459068 0.032431119223312876 0.030165533507783948 0.014646605764003125 0.010191235458478332 0.007595149733166994 0.007306807973240125 0.010439965436148668 0.013160172216485813 0.019106562814450001 0.023219863246282724
leaf_count=1951 26 33 40 30 91 16 9 26 12 71 12 16 10 34 88 3 16 78 34 34 36 29 14 5 27 58 16 30 22 33
internal_value=-8.97893e-05 -0.0154926 0.00020808 -0.000131775 0.000208636 -0.0076086 -0.00483792 0.00364158 -0.00151814 -0.0245844 -0.0363221 -0.0112688 -0.0071359 -0.0252815 0.0136157 0.016339 -0.053901 -0.0703892 0.00137124 0.0176451 0.0345296 0.00476032 -0.0109347 -0.0301896 -0.0321026 -0.00675179 -0.0374483 0.0464744 0.0625132 -0.00532168
internal_weight=3.26226 0.0618909 3.20037 3.1646 3.13948 0.406462 0.391341 0.273776 0.256525 0.117565 0.0981307 0.213207 0.20073 0.113216 0.0479909 0.0875139 0.0652255 0.054812 2.73301 0.181607 0.112686 0.0625967 0.0518925 0.0372459 0.0302651 0.027938 0.0177468 0.0433175 0.0322667 0.0566422
internal_count=2900 59 2841 2801 2771 687 596 464 455 132 116 377 365 253 149 112 104 94 2084 133 99 65 96 82 115 79 74 78 52 45
is_linear=0
shrinkage=0.1


Tree=648
num_leaves=31
num_cat=0
split_feature=3 3 3 4 2 2 4 1 4 4 2 2 1 1 4 0 0 3 1 2 2 3 3 0 0 2 4 2 3 3
split_gain=0.00143562 0.00568116 0.00332727 0.00681027 0.00201393 0.00195103 0.00744157 0.00531243 0.00557465 0.00985955 0.00453227 0.00854982 0.0039499 0.00292846 0.0139764 0.014784 0.00923994 0.00683313 0.00520543 0.00520018 0.00336306 0.00713573 0.0097761 0.0051059 0.00493709 0.00504487 0.00399117 0.00380615 0.0107093 0.00757838
threshold=-0.54481999999999997 -0.57253499999999991 -0.27223499999999995 39.530201452500002 0.68694500000000025 0.25677000000000011 40.08085804200001 69.276189105400007 37.962710038050005 37.064694648750013 0.20327000000000003 0.17273000000000005 67.203387886850024 61.82916008405001 38.115457128050004 82.401241698250018 83.680947768350009 0.090640000000000012 55.788194664950005 -0.22089 0.048530000000000011 0.10611500000000003 0.076825000000000018 95.429509798400019 96.249489528150022 0.11970500000000002 42.467547400400008 -1.0000000180025095e-35 -0.04931 0.095645000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 7 -7 9 -9 11 13 -12 14 16 18 -4 -17 -16 -20 27 22 23 -22 25 -24 -26 -15 -29 -30
right_child=2 -3 4 -5 -6 6 -8 8 -10 -11 12 -13 -14 20 15 17 -18 -19 19 -21 21 -23 24 -25 26 -27 -28 28 29 -31
leaf_value=-0.04093962491285718 -0.0041165531183163968 0.052281000772094743 -0.012578799079990925 -0.10030418995608675 0.029408476758169835 0.026670897833051394 -0.081988107503055352 -0.10021957620711724 -0.10028443893913018 0.10009456359774177 0.059783330124753967 -0.042012416267615149 0.0058737688999976221 0.0010383868126322008 -0.054782454074908199 -0.0296996299838122 0.082144830143405317 -0.090568250942970135 -0.0041922086731133335 0.053312809294238206 0.0091952182568902068 -0.043157962255288507 0.05366516750878339 -0.1002035186478762 0.096221365676192869 -0.022807253939628853 0.016391156328433722 0.066268402099370946 -0.084467293558026624 0.0064425976656563178
leaf_weight=0.0097141852088888925 0.027469616238446293 0.019991613307285827 0.018464723169469344 0.010055226210059109 0.023212997130779178 0.030213479321787279 0.013960771761765134 0.0044770292417981861 0.0085984229855997629 0.0054462964180856943 0.023366726290930617 0.048401044454181696 0.032486889313291023 2.6311378080628405 0.012952076510592381 0.04063750881650563 0.023283433216420235 0.033768777629334501 0.049617431358527142 0.023022143749471979 0.010311065764626898 0.015585875227123513 0.02064827404399238 0.0072772797086884103 0.024236601139210369 0.014816957774791972 0.0084449462225713035 0.0098241113821018189 0.024540123851502615 0.014640099288487307
leaf_count=36 52 24 42 56 43 24 43 44 22 2 18 33 36 1900 86 24 9 22 34 35 19 35 18 33 48 37 33 10 68 14
internal_value=-8.60006e-05 0.0217966 -0.000288449 -0.0298912 6.16005e-05 -0.000154652 -0.0176188 0.000820583 -0.0413476 0.0097204 0.000199986 -0.000320065 0.0284272 0.000356372 -0.0112772 -0.024722 0.0402497 -0.0573244 0.00361977 0.0140332 0.00120018 0.019084 0.030399 -0.0360691 0.0475541 0.0217159 0.0755932 0.000524095 -0.0270892 -0.0504979
internal_weight=3.2406 0.0297058 3.2109 0.0375248 3.17337 3.15016 0.062696 0.0487352 0.0185217 0.00992333 3.08746 3.03161 0.0558536 2.98321 0.201746 0.159998 0.0417482 0.0744063 0.0855917 0.0726396 2.78146 0.101321 0.0857351 0.0175883 0.0681468 0.0354652 0.0326815 2.68014 0.0490043 0.0391802
internal_count=2900 60 2840 108 2732 2689 135 92 68 46 2554 2500 54 2467 252 201 51 46 155 69 2215 223 188 52 136 55 81 1992 92 82
is_linear=0
shrinkage=0.1


Tree=649
num_leaves=31
num_cat=0
split_feature=1 0 1 1 3 0 3 4 2 2 1 0 3 2 2 2 2 0 2 3 0 4 3 3 2 4 3 0 4 4
split_gain=0.00148438 0.00504225 0.00541103 0.00469547 0.00452589 0.0088185 0.00872843 0.0079785 0.00777921 0.0163235 0.00903217 0.011054 0.00982266 0.0085995 0.00991668 0.010004 0.0240023 0.00854678 0.0278372 0.0147079 0.0103593 0.015055 0.00838373 0.00703316 0.00614216 0.00655225 0.00604115 0.00626515 0.00569397 0.0118449
threshold=69.873026810350026 93.262612545250008 69.276189105400007 68.321786469100019 -0.21013499999999999 93.776108048200015 -0.22831499999999999 38.238138001450004 -0.079824999999999993 -0.083135000000000001 70.96454081135002 96.249489528150022 0.10611500000000003 0.22542000000000004 0.06041500000000001 -0.069554999999999992 -0.054494999999999995 97.483491810050012 -0.096499999999999989 0.083565000000000014 102.21786657775002 42.406961525800007 0.13635000000000005 0.094165000000000013 -0.088944999999999996 47.833738492450003 0.074640000000000026 104.3578792496 41.134354310300004 44.710446918150005
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -6 -2 23 9 17 -10 -12 13 14 15 -13 -17 18 19 -9 -19 -22 -14 -7 25 -23 -27 -28 -18 -30
right_child=4 2 -4 -5 5 7 -8 8 10 -11 11 12 22 -15 -16 16 28 20 -20 -21 21 24 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.00036468032468772005 -0.0043431938993499439 -0.052545060168253402 0.043693452646462849 0.028701959518538968 -0.068204477879498793 -0.064283405948228012 0.063768471978928903 -0.070020835764087519 0.043898249228826396 -0.10037118459242111 -0.06737719881803976 0.049693385619129213 -0.10055506260312758 -0.039993077401240563 0.067207866501069011 -0.10065187259302194 0.034567418013979022 0.019856483378309663 -0.10046303844157785 0.018107199893247692 -0.10031239606083496 -0.10013256870325804 0.014476663250026906 -0.0056327294725131384 0.046599483009017048 0.080507648284299946 0.030387899451798019 -0.10008779864110542 -0.10021898432939397 0.060132398549009848
leaf_weight=2.222204240038955 0.055833547797318417 0.013574976570794095 0.055067159415330025 0.014943411627427849 0.021988820949172427 0.03908962522350503 0.028376801537611906 0.023843138617191784 0.066088582578231025 0.018995146055978351 0.02084022091048196 0.045537240998385187 0.014334132316409121 0.024362841948222497 0.040093888692757318 0.021405064927272122 0.058016649300048573 0.16791620428714538 0.036219145331188446 0.092044200741952409 0.019601308563632291 0.0084171333114353084 0.011354675129574332 0.042867869431083762 0.019676732665952774 0.0069708502851000267 0.0076387005992444301 0.0071016823979483945 0.010363571747771139 0.0082928882436661411
leaf_count=1227 164 29 27 18 75 196 32 62 39 34 27 26 24 62 70 19 30 134 47 49 108 62 23 131 18 10 25 71 40 21
internal_value=-8.19441e-05 0.00127161 0.0253834 -0.00997226 -0.00348445 -0.00571776 0.0186088 -0.00402369 -0.000698413 -0.00985127 0.0109585 0.00240809 0.00862958 0.0158322 0.0232356 0.0109596 -0.00702429 -0.00543599 -0.0239407 -2.46252e-05 0.00642419 -0.0260728 -0.04971 -0.0336062 0.00314497 -0.025235 0.00380168 -0.0324732 0.019114 -0.028942
internal_weight=3.22306 2.30579 0.0835855 0.0285184 0.917271 0.83306 0.0842103 0.811071 0.729114 0.408424 0.32069 0.254601 0.233761 0.208072 0.183709 0.143615 0.0980782 0.389429 0.152106 0.115887 0.237323 0.0694064 0.0256888 0.0819575 0.0498051 0.0301284 0.0217112 0.0147404 0.0766731 0.0186565
internal_count=2900 1301 74 47 1599 1403 196 1328 1001 620 381 342 315 268 206 136 110 586 158 111 428 294 47 327 186 168 106 96 91 61
is_linear=0
shrinkage=0.1


Tree=650
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 3 4 4 4 3 3 3 3 3 4 2 2 4 2 1 1 0 0 2 0 4 2 4 4 4
split_gain=0.00146251 0.00649524 0.00354987 0.00193057 0.00352547 0.00479164 0.00157231 0.0106008 0.00704599 0.00480784 0.00930813 0.00911984 0.0125386 0.0112202 0.0081566 0.00799201 0.00589614 0.00585827 0.0035116 0.00398556 0.00378569 0.0118583 0.00616905 0.00617504 0.00731175 0.00529588 0.00477625 0.00341502 0.00398874 0.00564196
threshold=87.33187390945001 110.50907145210002 122.45926784190002 113.28087178455002 -0.088099999999999998 -0.397505 43.19689381845 43.245737185650007 43.104429861650011 0.10273500000000002 0.088005000000000014 0.083415000000000031 0.082325000000000023 0.081550000000000025 43.411469133450005 -0.097799999999999984 -0.088514999999999996 43.673409002000007 -0.23871499999999998 74.292851976800009 63.565904036300005 71.340924949550015 91.410264893400026 -0.15895000000000001 105.70748523110002 43.933728833200007 -0.23378499999999999 43.022303514600004 42.898324343550009 42.871500973550006
decision_type=2 2 2 2 2 2 2 2 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 8 -8 27 10 11 12 13 14 -9 -12 -13 -18 19 -16 21 -20 -22 -24 25 -25 -23 28 29 -1
right_child=1 2 -4 4 -6 -7 7 9 -10 -11 15 16 -14 -15 18 -17 17 -19 20 -21 22 26 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00088782168805156289 -0.10008391577370324 0.047901715557292016 -0.10008157807566463 0.10005263852618423 0.045438826639650147 -0.1002100098118812 0.068463190816105898 0.091912798323881162 -0.046188699636339571 -0.047207829248328725 -0.0064123616565273838 -0.011533104552727474 0.048527423332379777 -0.10064238727269739 -0.10047927352795848 0.060206895638841046 -0.014926661189229976 -0.100651792058607 0.014499425639998155 0.029346669681154011 0.054047588491145881 -0.021201246361827825 0.031128818360594491 -0.003269445675786656 0.028008140773188306 -0.10023328613973981 -0.096395808159402838 0.02392421840209881 -0.035591567208645307 0.039912559306249762
leaf_weight=2.5103741372533812 0.0079178742305093842 0.010502258704372824 0.0029717791744716246 0.0015187051612883798 0.0062464904709238446 0.0056014644227160727 0.025227379910120251 0.0094612689924886695 0.033809052281735918 0.019110881212554887 0.028567831687269063 0.067092232265167695 0.057187405129980107 0.011414273339212855 0.0073214072242664407 0.048714846077399621 0.01408283429964996 0.018370664746565568 0.053114126275058737 0.003492716404152274 0.027262237210976537 0.015886458559975836 0.030708226279188011 0.0091473023867365555 0.014041472712278846 0.014660184145579791 0.018039066187746755 0.057190970342950176 0.032502470579628073 0.034356193913026689
leaf_count=1690 127 47 129 1 58 88 10 18 39 24 32 38 25 12 98 49 10 36 42 14 19 13 40 10 18 99 35 31 39 9
internal_value=-9.31578e-05 -0.0204938 0.0029849 0.0158171 -0.00939196 -0.0574947 0.000131159 0.0053201 -0.000827395 0.00191404 0.00400685 -0.00256531 0.00692061 -0.00416958 0.0012513 0.0355808 -0.0284596 -0.0634523 -0.00317767 -0.0585484 9.69092e-05 -0.0149998 0.0138103 -0.00219027 -0.0292232 -0.0629779 -0.0611841 -0.000245247 -0.000781588 -0.000336979
internal_weight=3.19589 0.0347586 0.0268407 0.0238689 0.0133667 0.00712017 3.16114 0.492903 2.66823 0.467675 0.448565 0.371282 0.271736 0.214549 0.203134 0.0772827 0.0995457 0.0324535 0.193673 0.0108141 0.182859 0.0870397 0.0958194 0.0685572 0.037849 0.0238075 0.0339255 2.63442 2.57723 2.54473
internal_count=2900 450 323 194 147 89 2450 642 1808 632 608 527 443 418 406 81 84 46 388 112 276 90 186 167 127 109 48 1769 1738 1699
is_linear=0
shrinkage=0.1


Tree=651
num_leaves=31
num_cat=0
split_feature=0 1 0 2 4 4 1 4 4 4 2 2 3 3 3 3 3 2 4 2 4 1 3 2 2 2 4 1 4 0
split_gain=0.00143407 0.00272978 0.00257496 0.00231328 0.00538416 0.00209083 0.00220591 0.00156956 0.0075224 0.0066679 0.00536473 0.0038711 0.00454121 0.007266 0.00822321 0.00975452 0.0105074 0.00693678 0.0064291 0.00539152 0.00690573 0.00407599 0.00695832 0.00358154 0.0126261 0.00408179 0.00552262 0.00538438 0.00534614 0.00413657
threshold=112.07913100025002 85.804829691400016 122.45926784190002 -0.088329999999999992 46.177190236600005 48.315732392000008 89.264875305300009 43.162556114600001 43.245737185650007 43.104429861650011 -0.61225999999999992 -0.59511499999999995 0.10273500000000002 0.088005000000000014 0.083415000000000031 0.082325000000000023 0.081550000000000025 -0.097799999999999984 43.411469133450005 -0.088514999999999996 43.542456167850005 62.084563606450011 0.08883000000000002 0.066885000000000014 -0.085249999999999992 -0.23557500000000001 45.673096293200011 63.565904036300005 48.852845034800005 96.588235252600015
decision_type=2 2 2 2 2 2 2 2 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 -3 6 -5 9 -9 -1 -10 -12 13 14 15 16 18 -15 -13 -16 -21 -19 -23 24 25 26 -20 28 -27 -29
right_child=1 2 -4 5 -6 -7 -8 8 10 -11 11 12 -14 17 19 -17 -18 21 23 20 -22 22 -24 -25 -26 27 -28 29 -30 -31
leaf_value=-0.00033203534592210352 -0.10019290563917725 0.050345007097717512 -0.1000738133344828 0.090158013444622431 -0.10019631541776244 0.088562536775176573 -0.10006784126313029 0.055818349346065638 0.086145566244995725 -0.047984349796903969 -0.083596630973671357 0.085838825251118439 -0.046957106869304863 -0.021025670839916827 -0.010368824708644357 0.044733464203180043 -0.10058100001373141 0.093493950326549669 0.029190306355436325 -0.0044366561265287785 -0.1005471582930938 0.084172227546709819 -0.011589565219939717 0.044298558183391637 -0.090256852261768106 -0.048090123959241532 -0.069860342856998076 0.057243128567770786 0.0098081542371948657 0.0045557611254409209
leaf_weight=2.6379583469758319 0.0039820552530903308 0.0046284750127140555 0.0026891750172227105 0.0010123822992538284 0.0048813727938714635 0.0046045567269175081 0.0015322454209103949 0.027802802641133495 0.007498453956714001 0.02969493845919835 0.0053623102373876455 0.0089134152892995644 0.018265011929884167 0.016417802677096915 0.066998566664551618 0.055904612281437949 0.010334044397367848 0.017068513709546096 0.0087796282741561815 0.012727247620887283 0.01811916952678283 0.014057374934054678 0.016487408134328252 0.015972691290755847 0.015862455880884418 0.022833921278511582 0.015685863929185473 0.031714571584974038 0.052885277198811309 0.028108426185134761
leaf_count=1843 23 81 129 6 27 7 54 22 7 29 10 18 22 23 38 25 12 8 58 5 42 8 36 37 39 30 67 53 31 110
internal_value=-9.14048e-05 -0.024793 -0.00927496 0.00538219 -0.0269273 0.0483604 -0.0243863 9.12299e-05 0.00530681 -0.000862476 0.00225383 0.000863637 0.00187653 0.00395629 -0.00149663 0.00759177 -0.00224474 0.0350262 0.00281718 -0.0262966 -0.0608919 0.0543538 0.0324821 -0.00104018 -0.00515788 0.00327845 -0.0343153 0.0100642 -0.00765168 0.0324874
internal_weight=3.17878 0.0233303 0.0193482 0.016659 0.00950985 0.00714918 0.00254463 3.15545 0.4878 2.66765 0.459997 0.452498 0.447136 0.428871 0.36484 0.266995 0.21109 0.0640311 0.200756 0.097845 0.0308464 0.0476133 0.0305448 0.191843 0.17587 0.160008 0.0244655 0.135542 0.0757192 0.059823
internal_count=2900 327 304 175 108 67 60 2573 701 1872 679 672 662 640 565 480 455 75 443 85 47 52 44 425 388 349 125 224 61 163
is_linear=0
shrinkage=0.1


Tree=652
num_leaves=31
num_cat=0
split_feature=2 4 2 2 4 3 2 1 0 0 4 2 3 1 0 4 4 4 3 4 4 3 4 2 1 4 3 2 2 4
split_gain=0.00143752 0.00202645 0.00191064 0.0173162 0.00653904 0.0102498 0.00712519 0.00421292 0.00314504 0.00641002 0.00210741 0.00813901 0.00683391 0.00368364 0.00433139 0.00212182 0.00392655 0.00268193 0.00853178 0.00621753 0.00437156 0.00329119 0.00287151 0.0200767 0.0135145 0.0182349 0.0119003 0.0122613 0.00689044 0.00570513
threshold=0.68694500000000025 40.421032462050007 0.19122000000000003 0.20327000000000003 33.96174662340001 0.094415000000000013 0.27148500000000009 67.649671936450019 91.625341543800019 101.06989495610001 34.542090938800008 -0.11808 0.098005000000000023 77.52437864960001 99.20948192980002 35.131296350900008 35.461062230100005 36.372781240150012 0.091250000000000012 36.625813070500008 37.020641110850008 0.43644500000000008 38.386256906100009 -0.101965 67.171126389250006 38.238138001450004 0.085880000000000026 -0.14581999999999998 -0.033594999999999993 38.703421923500009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 10 -4 -5 6 8 -7 -6 -10 11 12 13 -1 -15 -12 -17 18 -18 -19 -21 22 23 26 -25 28 27 -22 -26 -24
right_child=1 -3 3 4 5 7 -8 -9 9 -11 15 -13 -14 14 -16 16 17 19 -20 20 21 -23 29 24 25 -27 -28 -29 -30 -31
leaf_value=-0.10029447928110535 0.054743396415857772 -0.0047297120745664091 -0.10098711607949035 -0.068952206421080173 0.040391123851107658 0.095517369570214478 -0.072023411679103727 0.02318003556203619 -0.043783414950060502 0.039606013325126255 -0.029206927561442914 0.045103121300821974 0.073697576912012286 0.10008275237053876 -0.1001135736545648 0.036035791495693095 0.0063870715100018075 0.048561338198582361 -0.074106904269068394 -0.027995740176506096 -0.065343899243546541 -0.036233735891379494 -0.03909214209119926 0.076140304610198384 -0.10025842214258063 0.081010265426745873 -0.086997375268304422 0.089806683956778405 -0.0077410363733860137 0.00040256313056392977
leaf_weight=0.010260815025605108 0.01140571450283312 0.011511640034882475 0.018780812914857392 0.011501377920644193 0.017799573184220208 0.015213167843000974 0.014954626083219916 0.017101831220159625 0.023065244949663111 0.015354388311370926 0.02486632008638201 0.039278769499612218 0.0044715181048877719 0.0023861995432525882 0.0019753953039126776 0.030139553420858056 0.038001731567555951 0.026326455796943704 0.020149787580865143 0.055713140494945246 0.0097798756057505543 0.024442257145293911 0.037109997793457139 0.049218795797970616 0.011622733956217379 0.020463731631547688 0.025495741970498975 0.010630133994155244 0.026188965316563895 2.5383653322143322
leaf_count=65 19 25 11 42 15 14 46 29 24 28 27 81 6 1 47 23 44 22 34 41 38 19 36 20 41 11 37 7 24 2023
internal_value=-8.49051e-05 0.0248694 -0.000266996 -0.0119608 0.00257944 0.0105292 -0.0106765 0.0572348 0.00564212 -0.0104569 0.000253241 0.0190686 -0.0344879 -0.0675709 0.00941251 -0.000119253 0.000128144 -0.000245879 -0.0215045 0.000190122 -0.000263216 0.000297949 0.000625159 0.0139168 0.0375583 0.00497235 -0.0414428 0.0154631 -0.0361795 -0.000166516
internal_weight=3.16358 0.0229174 3.14066 0.133771 0.11499 0.103489 0.0711738 0.032315 0.0562192 0.0384196 3.00689 0.0583727 0.0190939 0.0146224 0.00436159 2.94851 2.92365 2.89351 0.0581515 2.83536 2.80903 2.75332 2.72888 0.1534 0.107494 0.0582754 0.0459058 0.02041 0.0378117 2.57548
internal_count=2900 44 2856 209 198 156 113 43 67 52 2647 200 119 113 48 2447 2420 2397 78 2319 2297 2256 2237 178 96 76 82 45 65 2059
is_linear=0
shrinkage=0.1


Tree=653
num_leaves=31
num_cat=0
split_feature=0 1 1 0 1 4 1 4 0 1 2 2 2 4 2 0 2 2 0 4 1 1 0 2 2 1 1 0 4 1
split_gain=0.0013719 0.00891032 0.0138306 0.00729361 0.00568548 0.0194778 0.00541848 0.0152138 0.0132997 0.0119777 0.00531508 0.0248814 0.0147928 0.0151826 0.0549992 0.0287041 0.0218014 0.0154655 0.0357734 0.0105595 0.0103471 0.0103858 0.0232847 0.0169566 0.0159792 0.00814435 0.0286348 0.0158289 0.0132644 0.00693347
threshold=87.29692395375001 62.116825104000007 62.197478847950002 86.780739992750014 63.910026677050006 40.79983011445001 64.654729579150015 41.986601436450009 89.057864029250013 64.84561010645001 -0.083794999999999994 -0.085249999999999992 -0.082885 42.871500973550006 -0.079074999999999993 86.135510041400025 -0.074434999999999987 -0.065399999999999986 86.280686780500005 39.468990633150007 62.116825104000007 62.025417527550012 86.232294534150014 -0.095019999999999993 -0.10282499999999999 61.987779113750001 62.00390986255001 85.968825637350008 40.532725462000009 61.928633034850002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 10 -6 7 -4 -9 -8 11 20 -12 14 -14 -15 -16 -18 19 -19 21 22 23 24 -1 27 -27 -21 -28 -25
right_child=1 2 6 -5 5 -7 9 8 -10 -11 12 -13 13 15 16 -17 17 18 -20 25 -22 -23 -24 29 -26 26 28 -29 -30 -31
leaf_value=-0.0035827764374747858 0.034755775642351758 -0.086417302698661685 0.059386305262130061 -0.021251513616070035 -0.10051966669704299 0.017645524672795201 -0.10081850506834299 -0.0341705752709403 0.021800251457834371 -0.00032563584583765568 0.062438911220086157 -0.088165089623467197 -0.098269994263032706 -0.054433903313248003 0.053206901744853499 0.091487991135196442 -0.041904297090718329 0.022925443017540095 0.062191124348985993 -0.078494362002138926 -0.039188434342367573 0.028736944646656149 -0.1005465422043313 0.059528135892536249 -0.086142705310438522 0.066646032776982916 -0.10099149704300814 0.01462634089389038 -0.0058580768289900826 0.010229750674540133
leaf_weight=0.19805253967237096 0.078620485899591475 0.018195659620687255 0.058617386760488333 0.17842019331192194 0.023491343467981873 0.0343430913880578 0.011968917940975987 0.068008957576239482 0.11298134022945305 1.3090432927460902 0.046203564408642706 0.034052830202199513 0.053214983821817441 0.018969599434009998 0.090095905523753572 0.046585451083956286 0.07580007166689029 0.064197717020022194 0.089462292416101263 0.054794369903497175 0.060345300477280261 0.13160399014037694 0.023397481477559268 0.05500556291372044 0.0265905787402545 0.035492439588324487 0.025699220885144314 0.027372851224754413 0.034107850285995056 0.05926918832165029
leaf_count=252 25 6 35 48 38 50 4 21 30 1852 8 13 24 66 15 10 19 39 33 85 35 55 10 17 17 13 10 10 37 23
internal_value=-7.93961e-05 0.00189891 0.000262733 -0.00228509 0.000301766 -0.0303511 0.00127336 0.0151088 0.00076864 -0.00123614 0.00171964 -0.00519655 0.00786608 0.00377143 -0.00164838 0.0492627 0.00869665 -0.00115817 0.00816925 -0.0118292 -9.91437e-05 0.00467665 -0.00406279 0.00259805 -0.0133552 -0.0244016 -0.00450977 -0.0474725 -0.0467371 0.0339593
internal_weight=3.144 1.65744 1.57882 1.48657 1.30815 0.0578344 1.56062 0.239608 0.18099 1.32101 1.25031 0.588317 0.661996 0.615793 0.550238 0.0655551 0.497023 0.406927 0.331127 0.241664 0.554265 0.493919 0.362315 0.338918 0.224643 0.177467 0.0952995 0.0821672 0.0598071 0.114275
internal_count=2900 1973 1948 927 879 88 1942 86 51 1856 791 422 369 361 285 76 261 246 227 194 409 374 319 309 269 155 60 95 47 40
is_linear=0
shrinkage=0.1


Tree=654
num_leaves=31
num_cat=0
split_feature=1 1 1 0 3 0 3 0 2 0 3 2 2 2 3 2 1 1 4 2 2 2 2 4 2 2 3 3 0 3
split_gain=0.00149614 0.0184204 0.0135478 0.00918177 0.00744615 0.0233998 0.0158503 0.0114133 0.0280613 0.0216635 0.018032 0.0108043 0.0151255 0.01236 0.00971668 0.0116196 0.0132979 0.00949023 0.00919741 0.0100491 0.00592883 0.00535853 0.00653974 0.0180332 0.0087696 0.0046291 0.00389804 0.0205042 0.0103398 0.00888135
threshold=62.106071271500007 62.132955852800002 62.154463517850012 86.866770652900016 0.091975000000000015 86.530713386650021 0.093480000000000021 85.872041144650012 -0.101965 85.737618238150006 0.078295000000000017 -0.082885 -0.084239999999999995 -0.01762 0.083290000000000017 -0.096499999999999989 61.767325547050007 62.014663695050011 40.496232821400007 -0.074434999999999987 -0.016334999999999999 -0.097799999999999984 -0.085249999999999992 41.24714903835001 -0.031989999999999998 0.11529000000000002 0.094625000000000029 0.094415000000000013 87.181320254150009 0.10332500000000001
decision_type=2 2 2 2 2 2 2 2 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 6 -6 9 -9 11 -10 12 14 -13 15 16 -1 -12 19 -8 -15 -20 -23 -24 -25 -22 27 -4 -28 -30
right_child=1 2 26 -5 5 -7 18 8 10 -11 17 13 -14 20 -16 -17 -18 -19 21 -21 25 22 23 24 -26 -27 28 -29 29 -31
leaf_value=0.0032864173607761839 0.043200120517408125 -0.060967165920068102 0.0015752070676575474 -0.02789393473921056 0.049697327547677118 0.078736504571731286 0.054073476481887067 0.035308517297552335 0.0092655337137873325 0.056148503815936335 -0.02588052853448038 -0.10056951111066266 0.083280623950073046 0.10005851323437885 -0.038975832506653429 0.050753318628099411 -0.10068093229874396 -0.073944995259974819 -0.055892538398721839 -0.007605608141920195 -0.10025906475120246 0.018029802871726071 0.025005863904831716 -0.083221379686622965 -0.0096748673145525474 0.015642882532116816 -0.054525235595543335 0.092383601607135268 -0.019334017159834752 0.010377090108953628
leaf_weight=0.10016313308578251 0.10105538293294092 0.036514707598513385 1.2862662394784816 0.1305077630768211 0.059409666849142617 0.045053840542095713 0.043130251140610198 0.068623427629631806 0.060657292589894496 0.068633335651384186 0.069595761776042764 0.023911187592688066 0.020857892047047244 0.0050132817123085252 0.063122100831805028 0.044505089604740533 0.014025015365692228 0.10025898602907546 0.033800502314988989 0.068158052636135835 0.005342717788252239 0.049904679223487847 0.043798340149805881 0.045009556653582194 0.025340515943518938 0.0097067886465822539 0.042275738468804225 0.025355252460030786 0.17839808968798423 0.23073770742444902
leaf_count=162 32 13 1607 40 20 15 23 23 23 18 23 21 6 3 43 15 32 26 28 30 85 21 15 30 32 21 34 9 207 243
internal_value=-8.8433e-05 0.00165636 -0.000676566 -0.0028553 0.00020432 0.0107072 0.00239095 -0.00643375 -0.0208261 0.00568413 -0.0375373 -0.00639881 0.00186559 -0.0520064 -0.00579008 0.00740994 -0.00948324 -0.0542512 -0.0067002 0.0162984 0.00587195 -0.0196364 -0.0121664 -0.0253679 -0.0567295 -0.0255034 0.00057213 0.00333064 -0.00744301 -0.00257803
internal_weight=3.09913 1.9006 1.79955 1.19853 1.06802 0.413605 0.368552 0.654416 0.299135 0.355281 0.230512 0.286647 0.242673 0.043974 0.221815 0.158693 0.114188 0.169855 0.309142 0.111288 0.0200628 0.197854 0.164053 0.114148 0.0703501 0.0150495 1.76303 1.31162 0.451412 0.409136
internal_count=2900 2145 2113 755 715 214 199 501 95 406 72 388 258 130 252 209 194 49 179 53 109 126 98 77 62 106 2100 1616 484 450
is_linear=0
shrinkage=0.1


Tree=655
num_leaves=31
num_cat=0
split_feature=0 0 2 0 4 0 0 0 4 1 1 0 1 1 1 1 0 0 2 0 2 4 1 2 1 2 1 2 2 1
split_gain=0.00148756 0.00832608 0.0175831 0.0054598 0.00451697 0.00910208 0.00946314 0.0164251 0.016102 0.0188502 0.0064679 0.00759467 0.00504143 0.00760506 0.00435838 0.00970425 0.0161775 0.0155552 0.00835615 0.0221216 0.0142721 0.0118768 0.0201313 0.0125159 0.0109367 0.015404 0.0186414 0.0222108 0.0151311 0.0201304
threshold=93.972365491700018 94.614906984850009 -0.14739999999999998 93.867515624600017 36.514114975300011 92.851278451300018 89.872466842800023 89.528344202050008 35.337501601400007 61.767325547050007 68.961639504150014 93.262612545250008 71.666228383350017 71.787208999250012 67.649671936450019 67.171126389250006 90.337570099350003 90.837623311600012 -0.088099999999999998 89.528344202050008 -0.091779999999999987 37.572218886150004 63.431481129800005 -0.085734999999999992 62.106071271500007 -0.084239999999999995 62.079186690200011 -0.082885 -0.081474999999999992 62.245871094250013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 7 8 9 -1 14 12 -12 -14 15 16 18 -18 19 20 -6 -20 23 -23 25 -25 27 -27 -26 -30
right_child=1 -3 -4 -5 10 -7 -8 -9 -10 -11 11 -13 13 -15 -16 -17 17 -19 21 -21 -22 22 -24 24 28 26 -28 -29 29 -31
leaf_value=0.051160661831003221 0.051525517278146339 -0.001271335064388831 -0.08452518377587051 0.037537942546479935 0.00011561001707777893 0.080870426378753857 -0.025757256094556227 0.098149040411028496 0.056410127374921605 -0.099961047063217651 -0.1004335360773988 -0.0086696671378694787 0.10012574212414319 -0.10018568543815523 0.027701082619187741 -0.049473294649718898 0.075646990913670734 -0.012034328367413527 0.056658192569694732 -0.085771310965009465 -0.043822971468022706 0.040293183280078831 -0.069322580015231547 -0.065687306166966414 -0.026199833101803856 0.070762473765290504 -0.045150677785379158 -0.0010205013514177107 0.052756807086420145 -0.018476076159452261
leaf_weight=0.013122440111031308 0.013385895017677285 0.76912104987940777 0.032717139370622039 0.040690402235185164 0.55622274064546973 0.019439521609115218 0.05252074341478874 0.024154247883416247 0.029230874461745771 0.022247730449064307 0.018469964983424902 0.067413463488529946 0.0036591360731428315 0.0039321063850201732 0.057320629959690561 0.039281246530009528 0.054290039420266001 0.032253416943581747 0.041364629509771711 0.03648799005895853 0.085257162068728798 0.090081300933775199 0.038108309830367282 0.039872132166806296 0.057104320614598691 0.047161385095932928 0.085097437835429446 0.50106589545581171 0.13854406357955895 0.055591673035451095
leaf_count=50 40 1410 71 24 351 15 26 11 25 38 25 35 2 47 35 31 33 40 14 13 39 27 49 14 14 11 25 315 38 32
internal_value=-8.58056e-05 -0.00374562 -0.0450232 0.00124023 0.000571708 0.0167151 0.00788732 0.0277964 0.00149167 -0.0438944 -0.000694775 -0.0263924 -0.0722365 -0.00363143 0.000533845 -0.000286714 0.000752892 0.0429695 -0.00130899 -0.0100322 -0.00572413 0.00409698 0.00203151 0.00471178 0.00124456 -0.00540018 -0.00160469 0.00515465 0.0190491 0.0323589
internal_weight=3.06521 0.815224 0.046103 2.24999 2.20929 0.160716 0.141276 0.0887553 0.064601 0.0353702 2.04858 0.0934747 0.0260612 0.00759124 1.9551 1.89778 1.8585 0.0865435 1.77196 0.677968 0.64148 1.09399 1.05263 1.01452 0.924437 0.673197 0.633325 0.548227 0.25124 0.194136
internal_count=2900 1521 111 1379 1355 165 150 124 113 88 1190 109 74 49 1081 1046 1015 73 942 403 390 539 525 476 449 365 351 326 84 70
is_linear=0
shrinkage=0.1


Tree=656
num_leaves=31
num_cat=0
split_feature=2 1 0 0 4 1 0 2 4 0 3 2 0 0 1 2 2 1 2 4 4 1 2 4 3 1 4 0 3 2
split_gain=0.00140535 0.0074733 0.0092856 0.005243 0.0112438 0.00934404 0.0123105 0.00519976 0.00912396 0.00562265 0.0075693 0.00581616 0.00584642 0.00757349 0.0077793 0.00581676 0.00593216 0.00544925 0.00466224 0.00701498 0.00985745 0.00712548 0.00423554 0.00407412 0.00732802 0.00385593 0.00704246 0.00362945 0.00340472 0.00778884
threshold=-0.011399999999999999 60.474177186300004 85.199926612050021 87.393708446500014 41.169697216150006 66.697957758300021 92.313586825200005 0.048530000000000011 37.572218886150004 93.063666643600016 -0.24637000000000001 0.072320000000000023 97.013011637200023 98.327667663000014 76.919475570250015 0.06041500000000001 0.049615000000000013 80.677940036650014 -0.031989999999999998 40.305698932850007 41.872669623500009 62.154463517850012 0.11061500000000003 42.508878681700004 0.10236000000000002 78.433077497700012 41.134354310300004 75.309089150100007 0.11614000000000002 -0.091399999999999995
decision_type=2 2 2 2 2 2 2 2 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 27 -3 4 -4 22 -7 8 -8 -9 -11 15 -13 -14 -15 16 -12 -16 28 -20 -21 -22 -5 24 -19 -10 -27 -2 -1 -30
right_child=1 2 3 5 -6 6 7 9 25 10 11 12 13 14 17 -17 -18 23 19 20 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00051062411547276221 0.026272236246830741 0.077056928409352188 -0.003733008115974581 0.063347780137679888 -0.080105747962447987 -0.081840462825644944 0.023107208101448475 0.07070712921050247 -0.10040316464573025 -0.10020988015907346 0.072582256962925681 -0.041211867151453065 0.071233076358877226 -0.10024575287397713 0.046829312741239422 0.099989281056325513 -0.05125532440442624 -0.10014533103684975 -0.0086981385051460008 0.068333529375780661 0.040727889596590565 -0.028689295523506353 0.01036046934144684 0.020940970816402803 0.082052933971259234 0.097117727512540955 -0.10027893681560529 -0.1002877440580326 0.003203436765566801 -0.047581173072196052
leaf_weight=2.3441731833321939 0.0028059077719547751 0.01396200415088078 0.064072754051210268 0.028792820281523746 0.027572233672241708 0.02091101237769305 0.017010203372328669 0.012967730742502681 0.016134408904122211 0.006906415970860196 0.0073502800069321335 0.029616383574073993 0.016403306866777712 0.0075890092761028418 0.02076891517916479 0.01206350855409255 0.0081653109613004128 0.010254638557202485 0.066151380379447455 0.044814249602040945 0.029690035422012429 0.029458841923428736 0.031688628303697897 0.011366966819019442 0.0028130404722671804 0.0032421912475513173 0.0040839765937508987 0.011774697503537546 0.078834554548468605 0.048953180592385348
leaf_count=1910 63 20 38 18 34 51 11 12 26 33 4 45 21 17 24 17 39 84 35 35 38 31 34 49 13 10 34 29 73 52
internal_value=-7.9484e-05 -0.00569673 -0.00295661 -0.00606176 -0.0267104 0.000995858 -0.00907911 -0.000931181 -0.0326544 0.00784645 0.00173111 0.00730149 -0.00403149 0.011882 -0.00655912 0.0479061 0.00741088 0.00916949 0.000746104 0.0167592 0.0329576 0.00615496 0.0355856 -0.0228405 -0.0609241 -0.0730847 -0.0129212 -0.0759324 -0.000355878 -0.0162512
internal_weight=3.03039 0.388316 0.373736 0.359774 0.091645 0.268129 0.207647 0.186736 0.0404708 0.146266 0.133298 0.126391 0.0988123 0.0691959 0.0527926 0.0275791 0.0155156 0.0452036 2.64208 0.170115 0.103963 0.0591489 0.0604814 0.0244346 0.0130677 0.0234606 0.00732617 0.0145806 2.47196 0.127788
internal_count=2900 726 634 614 72 542 490 439 81 358 346 313 253 208 187 60 43 170 2174 139 104 69 52 146 97 70 44 92 2035 125
is_linear=0
shrinkage=0.1


Tree=657
num_leaves=31
num_cat=0
split_feature=4 1 1 1 2 4 3 1 1 1 1 4 1 1 1 4 0 2 4 4 0 1 1 1 3 3 3 4 2 2
split_gain=0.00135737 0.00599662 0.0058281 0.00591122 0.00501808 0.00493834 0.00312233 0.00240544 0.00285879 0.00446977 0.00185309 0.0104865 0.00666438 0.0057042 0.00553736 0.00430048 0.00856791 0.00872333 0.00450117 0.0138133 0.00604411 0.0305189 0.0268287 0.00994173 0.0106443 0.00441908 0.0173531 0.0146261 0.0137276 0.0349562
threshold=33.96174662340001 68.579878449600017 69.276189105400007 69.873026810350026 0.15973500000000004 34.542090938800008 0.099780000000000021 70.865067860500019 77.52437864960001 78.349735295650007 69.873026810350026 37.064694648750013 69.563854125350005 70.085415002650009 70.133807249000014 36.514114975300011 92.851278451300018 -0.14739999999999998 37.020641110850008 37.858673296900008 90.337570099350003 66.697957758300021 67.649671936450019 65.004229136100022 0.080515000000000017 0.083415000000000031 0.085765000000000022 43.411469133450005 -0.083135000000000001 -0.076709999999999987
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -1 -5 -9 -10 12 -12 15 -13 -15 -7 18 -18 -17 -20 23 -22 -23 25 -25 28 -27 -28 -21 -30
right_child=5 2 3 4 -6 10 -8 8 9 -11 11 13 -14 14 -16 16 17 -19 19 20 21 22 -24 24 -26 26 27 -29 29 -31
leaf_value=-0.10024830303163804 0.045031733057123838 0.10005994625206134 -0.1003219456493447 0.10009435271494327 -0.1001542440912284 0.020540322310575312 -0.015084820952343836 -0.10009158926063243 0.095615543425559668 -0.10005781162296623 -0.057207751350403804 -0.046572524765715266 0.042121348458701663 0.046944446085742886 -0.0017318109727258444 -0.028527905840082475 0.0056897947092299636 -0.088191657719108058 0.057277687797287292 -0.0089782932331588638 0.068874332788533374 -0.089269538181954267 0.024024876178690101 -0.0058174593563832316 -0.10042224668908691 -0.041447609666823849 -0.0030397193355059999 0.043259858655146831 0.080633569068013278 -0.001916733873923
leaf_weight=0.0098529971009681527 0.024351216348323823 0.0058891969383694223 0.0056207356974482528 0.005007133702747522 0.0028767511745774041 0.10296478534757469 0.0076454667432699344 0.0017790809985953615 0.0044410158755390228 0.001583713947940062 0.035680852101435789 0.027487745393045659 0.03943176133043369 0.024120480739782124 0.75164762715500544 0.051876324328489098 0.017902860350702099 0.022134025400362245 0.043118653044075361 0.24242208574416219 0.068454216218356234 0.034281006065858932 0.053555273259348724 0.027776395977127666 0.020797954540107355 0.11048338883824715 0.96162887776821049 0.073440679016357535 0.076110382498178808 0.15733885101942008
leaf_count=66 36 4 3 2 41 60 6 12 6 76 137 19 21 10 1275 16 32 26 34 201 46 39 26 26 27 45 408 37 17 146
internal_value=-7.65815e-05 -0.0173734 0.0120067 -0.0123294 0.0191974 0.000183985 -0.0630385 0.0459983 0.0112889 0.0441791 -0.000187142 -0.00416096 0.00139757 -0.00180461 -0.00021835 0.000619668 -0.00042612 -0.0462117 0.000527987 0.00133429 1.34699e-05 0.0188185 -0.020192 -0.00174644 -0.0463241 -0.000410986 -0.00377575 0.000245347 0.00768892 0.0249968
internal_weight=3.0117 0.0446961 0.0271976 0.0213084 0.0156877 2.96701 0.0174985 0.0128109 0.00780381 0.00602473 2.94265 0.838937 2.10372 0.803256 0.775768 2.06429 1.96132 0.0400369 1.92128 1.86941 1.82629 0.15629 0.0878363 1.67 0.0485744 1.62142 1.14555 1.03507 0.475871 0.233449
internal_count=2900 216 144 140 137 2684 72 96 94 82 2648 1441 1207 1304 1285 1186 1126 58 1068 1052 1018 111 65 907 53 854 490 445 364 163
is_linear=0
shrinkage=0.1


Tree=658
num_leaves=31
num_cat=0
split_feature=2 4 2 1 1 0 4 0 2 4 1 0 1 0 2 1 3 0 1 0 2 3 2 0 1 1 4 1 1 2
split_gain=0.00128739 0.0024063 0.00189798 0.00628517 0.0078048 0.0124121 0.00629746 0.00573666 0.00554302 0.0063776 0.0132224 0.0162583 0.012538 0.0174169 0.00544259 0.00843287 0.00510961 0.00465455 0.00452618 0.00636642 0.0115854 0.00537448 0.00426567 0.00783604 0.0125591 0.0178401 0.0164907 0.00956022 0.0214373 0.00778516
threshold=0.68694500000000025 41.43512228960001 -0.011399999999999999 60.474177186300004 61.944763783650011 85.872041144650012 38.052786106700005 101.99741301110002 0.20981000000000005 41.495754733000005 62.837331883000012 90.662873533100012 63.910026677050006 96.055920542800024 0.049235000000000008 73.865387134100004 -0.11050499999999999 107.54101367610001 67.980352286500008 93.262612545250008 0.049615000000000013 0.048965000000000009 -0.062629999999999991 86.345209775600011 62.030794443850006 61.987779113750001 40.259171735100004 75.28220456885002 80.677940036650014 -0.055714999999999994
decision_type=2 2 2 2 2 2 2 2 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 22 -4 -5 -6 18 8 9 12 -11 -12 -8 -14 -13 -16 -10 -9 -7 -20 -21 -22 -1 24 25 26 -24 29 -29 -25
right_child=1 -3 3 4 5 6 7 17 16 10 11 14 13 -15 15 -17 -18 -19 19 20 21 -23 23 27 -26 -27 -28 28 -30 -31
leaf_value=-0.0012079926989141576 0.053256768068623478 -0.014021622921850824 -0.074375269802922792 0.035128550612068127 -0.10051805167414529 0.050239878710170188 0.061228234827951866 0.058852725001499386 -0.0037795950955904776 -0.10056513602898198 0.095984030020875383 -0.10021147626809962 -0.07865790699444071 0.041034967792687276 0.084583796632757849 -0.068217596946736125 -0.087042299943586865 -0.039177164450695717 -0.048406067549421151 0.098048225562720998 -0.083650784248689644 0.015107175590837647 0.023114669298280387 0.064373617200845612 -0.060437837937050036 0.057130592123410297 -0.072821065659342724 -0.087461081893370582 0.043873206765246642 0.018249567700258693
leaf_weight=2.1494466414663131 0.012315897367200956 0.0093536706189638608 0.013389585931656955 0.043253247097847947 0.014520631720900123 0.027661909145535915 0.026640387295628898 0.016742458233480306 0.011121958819785505 0.021415877096934821 0.011654949056823072 0.01085307230817989 0.026626524905793758 0.022371900526195532 0.0060042716033876795 0.0090642146012379632 0.021849857263616101 0.0068150983719776062 0.017921470454894006 0.013610169213660893 0.0080774852299660971 0.017339958741294507 0.036584453286195528 0.043830204841640352 0.0365109242538324 0.043800164658478025 0.035115921745067169 0.024903808155464446 0.024809775527864453 0.22166141897051261
leaf_count=1870 21 23 92 24 30 13 23 36 12 18 29 24 33 16 15 47 48 103 7 11 46 55 12 22 47 22 38 25 39 99
internal_value=-6.94847e-05 0.024216 -0.000247058 -0.00719707 -0.00450032 -0.010405 -0.00566012 -0.0157137 -0.0222084 -0.0132086 -0.0378537 -0.00211271 0.00601262 -0.024008 -0.0462193 -0.00733152 -0.0589564 0.0304931 0.0170539 0.000934429 0.0235916 -0.0162774 0.000674422 0.00933454 -0.00931412 0.00684662 -0.0238707 0.0183281 -0.0219181 0.0258642
internal_weight=2.98527 0.0216696 2.9636 0.346935 0.333545 0.290292 0.275772 0.191161 0.167603 0.134631 0.0589924 0.0375765 0.0756388 0.0489984 0.0259216 0.0150685 0.0329718 0.0235576 0.084611 0.0569491 0.0390276 0.0254174 2.61666 0.467217 0.152011 0.115501 0.0717004 0.315205 0.0497136 0.265492
internal_count=2900 44 2856 682 590 566 536 404 265 205 133 115 72 49 86 62 60 139 132 119 112 101 2174 304 119 72 50 185 64 121
is_linear=0
shrinkage=0.1


Tree=659
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 0 0 0 1 1 2 2 2 0 4 3 4 1 2 0 1 0 2 3 3 2 2 0 1 2
split_gain=0.0012696 0.00608528 0.00314629 0.0031544 0.00200464 0.00290767 0.00130645 0.00885278 0.00619081 0.0130541 0.0042867 0.0225537 0.0150792 0.0117617 0.0112892 0.0192479 0.0179259 0.0166349 0.0149452 0.0204403 0.014515 0.0114596 0.0112733 0.0113304 0.012928 0.01118 0.0106344 0.0125721 0.0158579 0.0108035
threshold=87.33187390945001 110.50907145210002 90.988176966900014 113.28087178455002 -0.088099999999999998 122.45926784190002 87.181320254150009 86.866770652900016 61.960894532450006 62.116825104000007 -0.08459499999999999 -0.088329999999999992 -0.081844999999999987 91.821598987350015 41.621607100200002 0.12424000000000003 41.348489042950007 65.630639880500027 -0.060760000000000002 98.327667663000014 80.468240302450013 92.313586825200005 -0.092289999999999997 0.083565000000000014 0.084365000000000009 -0.065399999999999986 -0.11600999999999999 90.662873533100012 72.026481772850005 -0.15895000000000001
decision_type=2 2 2 2 2 2 2 2 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 -4 -6 7 -1 -8 -10 11 22 -12 -13 16 20 17 -14 19 -19 25 -20 23 26 -25 -16 27 -11 -29 -30
right_child=1 2 4 -5 5 -7 8 -9 9 10 12 13 14 -15 15 -17 -18 18 21 -21 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.00018818599783361001 -0.10007729265376818 0.072423040203121583 -0.10010769970965805 -0.022032664468518467 0.04551011999730184 -0.10007485200369282 -0.042854050571891837 -0.035701041539682003 0.045533638940147517 0.045387731049647509 -0.048147550968185515 0.10031127988786351 0.052114896974478665 0.020815088852050516 -0.094168063672325414 0.075857255765510098 0.081086344303708285 -0.065530343384405443 -0.03981744022869349 0.039279116669510394 0.030800407168191653 0.014402839068549623 -0.039115140011641535 0.078879716062046357 0.0085950729579700839 -0.028203274342208613 -0.069165988292157282 -0.070833391452210667 0.033857523662879634 -0.062303150747119618
leaf_weight=1.2634954079594427 0.0072982459638871447 0.008551626470384821 0.0035433956939315637 0.0060276413803110008 0.0039268619979533808 0.0021084662100827947 0.030083531273703445 0.07432459874507924 0.068798419481026829 0.03618546148890589 0.071461584775493137 0.035307938727783039 0.059470299802797888 0.039356845602881663 0.039230738600281256 0.01750185469063581 0.031159979969032747 0.072496413609936639 0.045821303112257183 0.025032411529952725 0.026834806873355432 0.26109006625051689 0.06490275764551301 0.027870613026607316 0.42899861381286586 0.074456082092163811 0.032099359001249494 0.041553769847205047 0.045554124930629936 0.015713474348462597
leaf_count=891 127 22 142 36 52 71 11 24 19 33 39 7 32 35 25 18 20 49 33 31 40 271 49 10 355 154 31 80 112 81
internal_value=-7.25605e-05 -0.0200556 0.00411939 0.0333713 -0.0404035 -0.00535058 0.000142063 -0.00216116 0.00207879 0.00294479 0.000981082 0.0061888 -0.00453561 0.0584077 0.000236417 -0.0230347 0.00766441 0.0027328 -0.00452851 -0.0386292 -0.0353516 0.00630785 0.000561669 0.00466236 0.0128827 -0.0509662 -0.0172866 -0.0053067 -0.0231474 0.00919492
internal_weight=2.96026 0.0314562 0.024158 0.0145793 0.00957872 0.00603533 2.9288 1.33782 1.59098 1.5609 1.4921 0.767543 0.724556 0.0746648 0.653094 0.158023 0.49507 0.46391 0.40444 0.0975288 0.140522 0.306911 0.692878 0.627975 0.456869 0.113687 0.171106 0.139007 0.102821 0.0612676
internal_count=2900 450 323 58 265 123 2450 915 1535 1524 1505 793 712 42 673 237 436 416 384 80 219 304 751 702 365 179 337 306 273 193
is_linear=0
shrinkage=0.1


Tree=660
num_leaves=31
num_cat=0
split_feature=3 3 3 4 0 2 1 3 3 3 2 2 2 0 1 3 1 3 4 3 4 2 4 0 1 0 2 4 4 4
split_gain=0.00131233 0.00475964 0.00266239 0.00846648 0.00352518 0.00281003 0.00584694 0.00262468 0.00730785 0.00584338 0.00618369 0.0118648 0.00914966 0.00395336 0.00486149 0.0030681 0.00513224 0.00271693 0.00610557 0.0060939 0.0259202 0.00974422 0.0063898 0.008994 0.00523396 0.0044432 0.0053179 0.00738925 0.00423253 0.00614542
threshold=-0.54481999999999997 -0.57253499999999991 -0.25765499999999997 39.530201452500002 86.597924839850023 -0.13820499999999999 68.214248143850014 -0.15684499999999998 -0.23958499999999999 -0.25276999999999999 -0.079824999999999993 -0.16717499999999999 -0.046474999999999995 90.837623311600012 78.285212300550015 -0.115385 62.014663695050011 -0.098985000000000004 40.259171735100004 -0.04931 38.386256906100009 -0.25716999999999995 48.008184682100008 91.625341543800019 70.284360904350009 103.44649194340002 -0.088944999999999996 40.823855932350007 44.527357125550004 44.086690780350004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 8 9 -4 11 -11 -12 -10 -15 16 -9 18 -17 20 -19 -22 25 -24 -25 28 -27 -28 29 -21
right_child=2 -3 7 4 -6 -7 -8 15 13 10 12 -13 -14 14 -16 17 -18 19 -20 22 21 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=-0.036296847274977596 -0.10024130442292536 0.050065721493498486 0.039774843415425594 -0.08581506267810525 -0.0081391032898330239 0.038632893863048169 0.046428212637472016 -0.10053280611929345 0.064189249266991349 0.0032760102470505144 0.070985949340647544 -0.10053436658748199 -0.028000960907810436 -0.013386097698305 0.050555537458196964 0.045343506093270987 -0.0030389958587279612 0.051583152965189727 -0.024875831525653768 -0.00011138825873759032 0.015159342660962447 -0.089001804741524027 0.095413637944017277 -0.10045002305838646 0.019673411194849205 -0.10009305106174814 -0.10024724318315702 0.0097739765623747078 -0.02902450930041774 0.043345278759622241
leaf_weight=0.009582677763000591 0.0053118533421256942 0.019102950383469985 0.022652285256617333 0.018902099361250091 0.0084565253313915179 0.018853413117601359 0.0055660707999791725 0.0081820674041729324 0.029208953799768067 0.024743012703615008 0.015577251921058632 0.019836075038327294 0.023313127826980917 0.024648400853905628 0.022972730963353172 0.036625577887863137 0.01587704841630444 0.027512431152430517 0.018707345301659295 2.3137691683395687 0.011328330883202398 0.043347901035756253 0.016460412507513011 0.0040098837971527237 0.038010046387488228 0.0091145077190268597 0.0078298773881932404 0.027701885722433345 0.049581597062774985 0.033005784060264776
leaf_count=36 28 24 24 49 41 35 15 23 37 43 9 21 35 36 44 30 54 46 36 1401 11 97 10 4 193 199 108 97 85 29
internal_value=-6.84371e-05 0.0212156 -0.00027889 -0.0216605 -0.0618055 0.0152808 -0.0251927 0.000150318 0.0117363 -0.00526925 -0.0174935 -0.0429158 0.0116475 0.0352252 0.0174597 -0.000646232 -0.0361949 -0.000321899 0.0216033 -0.00079182 -0.0275845 -0.0674207 8.9184e-05 0.0327553 0.00821026 -0.000693415 -0.0319504 -0.0144706 -0.00011107 0.0004998
internal_weight=2.92979 0.0286856 2.90111 0.05709 0.0273586 0.0297313 0.0108779 2.84402 0.182952 0.106122 0.0834695 0.0445791 0.0388904 0.0768301 0.0476211 2.66106 0.0240591 2.637 0.0553329 2.58167 0.0821887 0.0546762 2.49948 0.0584803 0.0420199 2.441 0.0446463 0.0355318 2.39636 2.34677
internal_count=2900 60 2840 168 90 78 43 2672 249 132 108 64 44 117 80 2423 77 2346 66 2280 154 108 2126 207 197 1919 404 205 1515 1430
is_linear=0
shrinkage=0.1


Tree=661
num_leaves=31
num_cat=0
split_feature=1 4 3 2 4 1 4 2 1 4 2 1 0 2 0 0 4 0 4 0 1 3 0 0 2 1 0 0 3 0
split_gain=0.00137994 0.00911479 0.00413289 0.00574337 0.00337009 0.00298409 0.00302211 0.00263913 0.0023434 0.00618803 0.00580333 0.00516246 0.00306271 0.0168462 0.00439139 0.00573165 0.00448039 0.00313508 0.00939627 0.00784186 0.00418913 0.0128495 0.0245731 0.00811733 0.00530672 0.00454995 0.00909657 0.0101253 0.00925149 0.0079287
threshold=83.715897724050009 44.710446918150005 -0.22253999999999999 -0.16717499999999999 45.445415294500002 82.570614560500005 40.742467179200005 0.20981000000000005 81.188747081400024 45.445415294500002 -0.042409999999999996 80.677940036650014 102.21786657775002 -0.078219999999999998 101.47316367565001 100.24991522630002 41.061442884200012 99.642323688800005 40.337496327150006 98.851916998450022 75.403185184700007 0.088990000000000027 97.483491810050012 97.835679825150024 0.13860000000000003 71.090898343450007 95.429509798400019 97.550703263350016 -0.059734999999999996 97.835679825150024
decision_type=2 2 2 2 2 2 2 2 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 -3 8 -7 -4 11 10 -10 12 14 -14 15 17 -17 19 -19 20 25 22 24 -23 -22 -1 28 -28 -27 -29
right_child=1 4 7 -5 -6 6 -8 -9 9 -11 -12 -13 13 -15 -16 16 -18 18 -20 -21 21 23 -24 -25 -26 26 27 29 -30 -31
leaf_value=0.00098182459824825048 0.076907845034712707 0.091843052760224586 -0.10011548600161904 -0.10013990052679041 0.0061225986139085732 0.068045902510882827 -0.00054493394740322439 -0.014370114840466476 -0.087756898773624914 0.047729348630697825 -0.0026127838769206039 0.042321844812579924 -0.10026996018389667 0.036047096799316274 0.040740952538755815 -0.074193242996506217 -0.0094352134895757892 -0.028962682445358996 0.082134923558177531 -0.053361041756889507 -0.069568617611020622 0.018124361170723153 0.09176726483064987 -0.054483474680309556 0.041572788730015228 -0.0069925072416572908 0.0099261713539176566 -0.10056393605606739 -0.10024207918570183 -0.0045922896066454971
leaf_weight=2.2617396501851292 0.0045567560030654874 0.0054476407131005536 0.015759019454256274 0.0030644662746497344 0.029010763131610065 0.013007847841372044 0.012690481360889072 0.0046483327989483248 0.015792193400999466 0.0093871747350817714 0.016234416922019768 0.028923618091539427 0.017336491035587764 0.019002809340740723 0.02650840221177464 0.018049364423401104 0.026181072986261711 0.013834077935697908 0.016928521207319136 0.027189888726713352 0.01548173265824182 0.034529430846887976 0.044187945329667855 0.027789045743006113 0.0059461179625941432 0.020356315448680107 0.12172708944956412 0.016831722681672545 0.022288931826599412 0.017619366826593819
leaf_count=1456 18 7 319 38 162 29 16 41 32 13 45 22 73 29 28 25 38 32 15 54 77 28 21 21 8 34 97 11 80 31
internal_value=-7.07158e-05 -0.014771 -0.0571183 0.00571758 0.0196744 0.000251641 0.034174 -0.0805846 -5.70666e-05 -0.0236696 -0.044597 0.00029438 -0.000147085 -0.0289861 0.000238604 -0.000160423 -0.0358614 0.000436252 0.0321738 6.29921e-05 0.000624165 0.0182667 0.0491522 -0.0142529 -0.0387275 -0.000293141 -0.0147967 -0.00361954 -0.0557303 -0.051481
internal_weight=2.91205 0.062487 0.0280286 0.00762122 0.0344584 2.84956 0.0256983 0.0204074 2.82387 0.0414138 0.0320266 2.78245 2.75353 0.0363393 2.71719 2.69068 0.0442304 2.64645 0.0307626 2.61569 2.5885 0.127934 0.0656158 0.0623185 0.0214279 2.46056 0.198823 0.156178 0.0426452 0.0344511
internal_count=2900 585 416 56 169 2315 45 360 2270 90 77 2180 2158 102 2056 2028 63 1965 47 1918 1864 155 106 49 85 1709 253 139 114 42
is_linear=0
shrinkage=0.1


Tree=662
num_leaves=31
num_cat=0
split_feature=2 0 2 2 1 1 1 2 1 2 4 3 3 1 0 4 3 3 3 4 0 3 3 4 3 2 3 3 2 1
split_gain=0.00129785 0.0028623 0.00269892 0.0104518 0.00987036 0.00428277 0.00324597 0.0031668 0.00679493 0.00313745 0.00228823 0.00808839 0.00676651 0.00317583 0.00719165 0.0103899 0.0072285 0.00675832 0.00617142 0.00424299 0.00971077 0.00611785 0.00510985 0.00439948 0.00386629 0.00368715 0.00705179 0.0131295 0.0133379 0.0112522
threshold=-0.62958999999999998 93.262612545250008 -0.58180999999999994 -0.5169149999999999 67.316303128300021 78.285212300550015 71.273713496300005 -0.59967499999999996 78.494912034700022 -0.59681499999999998 49.275256100300005 -0.25095999999999996 -0.24299499999999999 57.960468834350003 84.95796538030001 39.530201452500002 0.099780000000000021 -0.27430499999999997 0.10176000000000003 48.680511450650009 78.626646483100004 0.075065000000000021 -0.15959999999999999 41.495754733000005 0.093295000000000031 -0.11808 0.083185000000000023 0.088565000000000019 -0.14581999999999998 62.245871094250013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 6 -2 9 -4 -7 -9 -6 13 -12 -13 18 15 16 17 -15 19 20 21 22 23 -5 -19 26 29 28 -28 -16
right_child=2 -3 3 10 5 7 -8 8 -10 -11 11 12 -14 14 25 -17 -18 24 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.043239705685022091 0.070834499299046491 0.011899386075379249 -0.10036619377645942 0.020645680189575247 -0.048342199069776465 0.069209579111082511 -0.0098359658952674543 0.10006322108463379 -0.10020771149529056 0.0037192061291418752 -0.10042423339818987 0.10019955795999942 -0.020245884092470703 0.05515718540071704 -0.053907422759923912 -0.081261871574243069 0.034850788588820174 -0.10026719554909343 0.097654105398329055 0.033354084695391882 0.10005514572143158 -0.10015196787053325 0.055214475102076749 -0.10039012879420478 -0.016318592191447722 -0.00096392854852244661 0.0087695109890333356 0.0014659564025016655 0.078374921653773078 0.0074181832179141399
leaf_weight=0.0209166815322398 0.02485557270119737 0.017120198162219991 0.013580061245070177 0.0053976020971830945 0.020727144666025765 0.011678503355715353 0.0055912249245666365 0.0029224921090644845 0.0040306954165472142 0.026217567788989975 0.010213990222354141 0.0057410211302340022 0.024868976916701313 0.0060200671519614604 0.039696324078704284 0.026230631087345246 0.024969000735197255 0.012767860471224135 0.0090370575926499441 0.038679549092194065 0.006203739787451922 0.010253617286338113 0.0082601495742559167 0.0067696149925464688 0.0096194813924750378 2.0931750860626859 0.052198725342584906 0.17541767609843828 0.05825165184234038 0.1214789697503245
leaf_count=15 10 34 33 19 24 22 39 3 45 29 15 1 197 20 26 71 13 60 5 21 4 27 64 70 8 1580 37 130 20 258
internal_value=-7.18794e-05 -0.0184219 0.000172608 -0.000383503 0.0171724 -0.00316723 -0.0739634 0.0373982 -0.0160319 -0.0192671 0.000130338 -0.0233681 0.00234411 0.000485052 -0.000130752 -0.0297271 -0.00440147 -0.0389027 0.0195545 0.0102142 -0.0140516 -0.0371242 -0.00548703 -0.0466964 -0.0641958 0.000796757 0.00904075 0.0184714 0.0454795 -0.00768588
internal_weight=2.89289 0.0380369 2.85485 2.76442 0.090432 0.0655764 0.0191713 0.0186317 0.00695319 0.0469447 2.74525 0.040824 0.03061 2.70443 2.61983 0.079607 0.0533764 0.0284074 0.0846013 0.0755643 0.0368847 0.030681 0.0204274 0.0121672 0.0223873 2.54022 0.447043 0.285868 0.11045 0.161175
internal_count=2900 49 2851 2718 133 123 72 70 48 53 2646 213 198 2433 2223 172 101 88 210 205 184 180 153 89 68 2051 471 187 57 284
is_linear=0
shrinkage=0.1


Tree=663
num_leaves=31
num_cat=0
split_feature=4 1 1 1 1 1 1 4 0 1 0 1 4 3 4 4 2 4 1 2 0 4 3 2 3 1 2 2 2 4
split_gain=0.00130397 0.00515287 0.00539531 0.00502678 0.00474668 0.00373503 0.0045396 0.00324666 0.00471932 0.010715 0.00782003 0.00325401 0.00296357 0.0075005 0.00416118 0.00443347 0.0171859 0.00421577 0.00731561 0.0070271 0.00378993 0.00304059 0.00271966 0.00262949 0.00928662 0.0143566 0.0137652 0.00822907 0.00709139 0.00669677
threshold=33.96174662340001 68.579878449600017 69.276189105400007 69.873026810350026 70.865067860500019 77.52437864960001 78.349735295650007 35.461062230100005 89.528344202050008 65.727424373200009 92.313586825200005 70.96454081135002 36.372781240150012 0.091250000000000012 36.625813070500008 37.020641110850008 -0.081169999999999992 37.858673296900008 67.649671936450019 -0.033594999999999993 90.662873533100012 38.052786106700005 0.099780000000000021 -0.016334999999999999 0.094165000000000013 61.944763783650011 0.049235000000000008 -0.021344999999999999 0.072320000000000023 41.872669623500009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 22 -3 -4 -5 -6 -7 8 -2 -10 -11 -12 13 20 -14 16 -16 18 -17 -20 -9 -19 -1 27 26 -26 -25 -23 -28 -27
right_child=7 2 3 4 5 6 -8 12 9 10 11 -13 14 -15 15 17 -18 21 19 -21 -22 23 -24 24 25 29 28 -29 -30 -31
leaf_value=-0.1002190092354153 -0.0096802603300294981 0.10005371645295354 -0.1002871651460558 0.10008747004240681 -0.1001233505834785 0.093692479066456766 -0.10004943801840718 -0.03499262363028123 0.10013617135810571 -0.073123069254425604 0.088057453527308691 0.0037079722612326444 0.041594447172882069 -0.074228419162587864 -0.086092536060620631 0.052567748161749188 0.020355707001441195 -0.031706103972806633 -0.074154136042478544 0.019916197510002408 0.031556948138202617 0.00037910734631081325 -0.017711953045854791 -0.060815895449188785 0.076196476355204323 -0.026834066169386956 0.057076809796491518 0.049702204750331415 -0.013257816640961205 0.038411876834524898
leaf_weight=0.0085904035407708135 0.03127225538228412 0.0053308171336539081 0.0049611432477831832 0.0045963200973346838 0.0038130510226821474 0.0036203888928767469 0.0018160604484584713 0.014687909936129118 0.018298394046723843 0.0093124793056631461 0.0078524859331992047 0.010952924834869593 0.023933416138300134 0.018969876069546698 0.027246422276989715 0.040698461423745336 0.034210141582875817 0.030591217969928031 0.011399654952902849 0.026172529745664974 0.020502247231690696 2.2048804073192443 0.0074685579456854603 0.063030056191592118 0.02740641853051784 0.054793888945532276 0.017237881178591929 0.034352994405253745 0.085118805699721814 0.022066168566874822
leaf_count=66 27 4 3 2 17 9 109 19 7 8 5 49 24 37 25 33 23 24 65 22 28 1667 6 150 17 68 62 29 250 45
internal_value=-6.72576e-05 -0.0179519 0.0112519 -0.0139189 0.017028 -0.0242465 0.0289725 0.000186326 0.0203471 0.0405775 0.00181827 0.0389294 -0.000381715 -0.0235429 8.23421e-05 -0.000288487 -0.0268375 0.000334802 0.0231933 -0.00862538 0.00378003 -0.000369732 -0.0618474 1.23573e-05 -0.00931679 0.0140556 -0.0240517 0.00113579 -0.00141277 -0.00810226
internal_weight=2.87518 0.0401967 0.0241378 0.018807 0.0138458 0.0092495 0.00543645 2.83499 0.0776885 0.0464163 0.0281179 0.0188054 2.7573 0.05416 2.70314 2.67921 0.0614566 2.61775 0.0782706 0.0375722 0.0351902 2.53948 0.016059 2.50889 0.269653 0.104266 0.165387 2.23923 0.102357 0.0768601
internal_count=2900 216 144 140 137 135 118 2684 96 69 62 54 2588 84 2504 2480 48 2432 120 87 47 2312 72 2288 592 130 462 1696 312 113
is_linear=0
shrinkage=0.1


Tree=664
num_leaves=31
num_cat=0
split_feature=2 2 2 4 3 2 0 0 2 4 3 3 3 4 0 3 2 1 1 4 0 0 4 0 4 4 0 0 3 1
split_gain=0.00142232 0.00188088 0.00634329 0.00541627 0.00841634 0.00603525 0.00446648 0.00445449 0.0036561 0.0113925 0.00279271 0.00244443 0.0112918 0.00826957 0.00252931 0.00437554 0.00541012 0.00347462 0.00832461 0.0108653 0.00398853 0.00414813 0.00591625 0.00324839 0.0131031 0.0121012 0.00611437 0.011486 0.00575434 0.00495687
threshold=0.68694500000000025 0.15675000000000003 0.20327000000000003 33.96174662340001 0.094415000000000013 0.27148500000000009 88.232507383150008 93.910530954700008 0.11529000000000002 41.43512228960001 0.089335000000000012 0.12746000000000005 0.23821500000000004 40.259171735100004 71.249517373150013 -0.23472499999999999 -0.23280999999999999 58.549241164900003 61.614083433650009 38.052786106700005 76.591483678350016 71.340924949550015 41.495754733000005 85.253695774650012 42.072181850200003 38.175120519550006 85.613949164150014 85.447264760050004 0.10273500000000002 61.917879202350001
decision_type=2 2 2 2 2 2 2 2 2 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 -5 -3 -6 11 -10 -11 14 -13 -14 15 -1 -17 20 19 -19 21 -16 -23 24 25 28 27 -25 -20 -28
right_child=-2 2 3 4 7 -7 -8 -9 9 10 -12 12 13 -15 17 16 -18 18 23 -21 -22 22 -24 26 -26 -27 29 -29 -30 -31
leaf_value=-0.10023744002601864 0.025845441277833545 -0.062660062482659887 -0.06786335525857394 0.0070239314548709453 0.095868845925821525 -0.070086024637453087 -0.0024220169554763134 0.015105992635582547 0.094940868395632969 0.0022220311675389503 -0.10011239658318223 -0.086483212970852125 -0.033822891187902146 0.033688002970092591 0.029078802670722732 0.030936486575465667 -0.10026474814651438 0.029725530190366924 -0.033833540715865994 -0.078247167381903376 0.050216896412541449 0.010332197256600346 -0.10023452338374624 -0.00036693988151074791 0.054671403777067668 -0.10039675521250054 -0.01967021917808293 -0.10039636502156031 0.10023016348438517 0.002131850967018296
leaf_weight=0.0067380165534434702 0.021035848637838916 0.031892585038576643 0.0095276809252624745 0.048606904561841802 0.014403161029676426 0.01282923052007677 0.020045705886362536 0.012987133336196166 0.014861084626562659 0.0066180691603651143 0.0044665423392498127 0.018234701858178895 0.034656485725552452 0.03808113951394887 0.028015198418871123 0.011736471534322999 0.0042923506310165735 0.013732608593713613 0.0062024253990705658 0.029004972441134313 0.030003809095374478 0.013347285059239766 0.0075922835884945075 0.0344610883464046 0.045124602547446102 0.01345599648375817 0.10949070121205329 0.017213109653170022 0.0066176070831716061 2.1923988361502822
leaf_count=65 44 26 42 67 16 46 29 27 16 66 17 30 36 39 7 39 40 25 45 48 19 29 29 30 34 31 35 32 1 1890
internal_value=-6.13425e-05 -0.000253461 -0.01114 0.00378916 0.0114747 -0.00907834 -0.039411 0.0575751 0.000355608 0.0377124 -0.0390136 -8.7161e-06 -0.0161181 0.00152184 0.000561647 -0.0326215 -0.00419783 0.000858301 0.000197575 -0.043553 0.021508 0.00391272 -0.0297572 0.000968634 0.0219819 -0.0341568 0.00033115 -0.0336876 0.0353692 0.00109482
internal_weight=2.85767 2.83664 0.150292 0.0983541 0.0888264 0.0614361 0.0519383 0.0273903 2.68635 0.0259457 0.0110846 2.6604 0.0909723 0.0727376 2.56943 0.0227668 0.0160288 2.54666 2.4677 0.0427376 0.0789586 0.0489548 0.0209396 2.42496 0.0714006 0.026276 2.35356 0.0516742 0.01282 2.30189
internal_count=2900 2856 253 198 156 113 55 43 2603 99 83 2504 105 75 2399 144 79 2255 2171 73 84 65 58 2098 111 77 1987 62 46 1925
is_linear=0
shrinkage=0.1


Tree=665
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 0 3 3 4 1 0 2 2 1 0 0 0 2 3 3 3 2 4 4 1 1 2 2 3 3
split_gain=0.00119685 0.00522581 0.00276604 0.00264871 0.00175769 0.00263384 0.00116584 0.00659874 0.0107741 0.00553366 0.00727274 0.00711314 0.00723432 0.00607796 0.0119778 0.0139805 0.00680834 0.00848688 0.0128663 0.00609804 0.00483419 0.00412246 0.00336739 0.00481817 0.00302342 0.00856788 0.00631553 0.00357126 0.020377 0.0192957
threshold=87.33187390945001 110.50907145210002 90.988176966900014 113.28087178455002 -0.088099999999999998 122.45926784190002 -0.098985000000000004 -0.087385000000000004 38.052786106700005 74.784839814650013 93.679323555450011 -0.033594999999999993 0.68694500000000025 68.214248143850014 88.028184565250015 86.780739992750014 86.036037090600004 -0.23361999999999997 -0.23958499999999999 -0.5582649999999999 -0.25095999999999996 -0.13820499999999999 41.24714903835001 42.280042771400005 60.474177186300004 57.960468834350003 -0.11911999999999999 -0.065399999999999986 0.083795000000000022 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=6 -2 3 -3 -4 -6 9 8 -8 10 13 21 -13 14 15 16 17 18 19 -1 -12 -11 -19 -24 25 26 -9 -26 -29 -30
right_child=1 2 4 -5 5 -7 7 24 -10 11 20 12 -14 -15 -16 -17 -18 22 -20 -21 -22 -23 23 -25 27 -27 -28 28 29 -31
leaf_value=-0.0021542600268061127 -0.1000695159838013 0.069433015381074978 -0.10009872588415197 -0.020415486953362656 0.042958309214367434 -0.10007128075659766 0.03390849033711188 -0.041446070867903737 -0.10045817088531393 0.021670061990309394 0.016655765963775548 -0.10013371142629446 0.048977782457826358 0.04549563291093274 -0.060076191551912829 0.084276830798903579 -0.038696190531746402 0.0031254162510968432 0.04355824163627673 -0.100429839483901 -0.078524100798752355 0.079912938825796323 0.092497133125325107 0.022142469903020223 -0.0019887652499282829 -0.080729076276459921 0.041432488409431756 0.040560398273356391 -0.059793127495826132 0.0039125141833884353
leaf_weight=0.0098429669409547671 0.0063953576413419517 0.0076940267629551631 0.0032017603240572729 0.0057205225209325883 0.003660480232980364 0.0019859838346184301 0.0094404519675942433 0.016782823798887847 0.016221748582476936 0.024675757182279767 0.007520237715468169 0.0071831066410217304 0.0059478331240825355 0.031938140682360228 0.02967175730667293 0.021432181932595995 0.03787041441682959 0.021620707657105109 0.018018554800498549 0.017610311020790331 0.018374213226572067 0.023945832092522323 0.01697481766529485 0.022820288824041524 1.7146547451004484 0.017615874030989076 0.020334837995723443 0.14034440392926428 0.052450453664980135 0.50835783053059724
leaf_count=20 127 22 142 36 52 71 17 28 48 42 21 49 6 31 39 10 19 54 34 44 49 17 29 56 1112 45 30 141 70 439
internal_value=-6.40551e-05 -0.0203967 0.00249062 0.0311179 -0.0409104 -0.0073483 0.000143189 -0.000580685 -0.0510282 0.00587136 -0.000663172 0.0327168 -0.0325917 0.0050453 -0.00155071 0.00889848 -0.00226168 0.0106471 -0.0221005 -0.0651946 -0.0508821 0.0503543 0.0348932 0.0521526 -5.66729e-05 -0.0232978 0.00395878 0.000469888 0.00648248 -0.00204565
internal_weight=2.84031 0.0286581 0.0222628 0.0134145 0.00884822 0.00564646 2.81165 2.4962 0.0256622 0.315447 0.253695 0.0617525 0.0131309 0.2278 0.195862 0.16619 0.144758 0.106888 0.0454718 0.0274533 0.0258945 0.0486216 0.0614158 0.0397951 2.47054 0.0547335 0.0371177 2.41581 0.701153 0.560808
internal_count=2900 450 323 58 265 123 2450 1930 65 520 406 114 55 336 305 266 256 237 98 64 70 59 139 85 1865 103 58 1762 650 509
is_linear=0
shrinkage=0.1


Tree=666
num_leaves=31
num_cat=0
split_feature=0 1 1 3 3 0 3 0 2 2 2 3 2 1 0 3 1 3 2 2 0 2 2 3 3 2 3 3 1 1
split_gain=0.00129952 0.00415493 0.00328809 0.00237988 0.00219274 0.00378901 0.00293134 0.00232598 0.00207892 0.00165306 0.0032115 0.00428614 0.00206821 0.00471814 0.0166209 0.00816309 0.00343081 0.00223412 0.00469813 0.0082482 0.00720784 0.0025994 0.00705857 0.00554293 0.00582948 0.0057484 0.00409144 0.00791145 0.00375159 0.0100091
threshold=105.98708487665002 84.600400448950026 85.097765203050002 0.090025000000000022 0.089850000000000027 110.50907145210002 0.07870000000000002 114.06859001680002 -0.044409999999999998 0.28022500000000006 0.68694500000000025 0.094415000000000013 0.15675000000000003 61.82916008405001 88.232507383150008 0.11263500000000003 77.898074329750017 0.12746000000000005 -0.091399999999999995 -0.14380499999999999 86.345209775600011 0.048530000000000011 1.0000000180025095e-35 0.070195000000000021 0.10611500000000003 0.059160000000000011 0.11263500000000003 0.11614000000000002 64.434276012450013 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=9 8 -3 4 5 -4 7 -7 -2 12 11 -11 17 -14 -15 16 -16 21 19 -19 -20 22 26 25 -25 -23 -1 -28 29 -24
right_child=1 2 3 -5 -6 6 -8 -9 -10 10 -12 -13 13 14 15 -17 -18 18 20 -21 -22 23 28 24 -26 -27 27 -29 -30 -31
leaf_value=0.00054509525471365034 -0.10014217396801635 0.073796280679283316 -0.10004463394583496 -0.10013404668259514 0.099219764635176719 0.054837939140927411 -0.10004316852355061 -0.012441428883845862 -0.028567083831463853 -0.055227696661338671 0.059518647588030021 0.03952005485962147 0.029997223211166775 -0.094989377528389429 -0.0037471609339730047 0.066389335663031263 -0.064140098966724471 -0.031738771545370983 -0.10030462492576397 0.042223861673053843 0.0015477339018016756 0.079337111385693992 -0.087038847608401804 0.048047049504278065 -0.041333252177962375 -0.075324017041776853 0.066204181749184618 -0.00099620709872225285 -0.072703736208882458 0.044935147878007509
leaf_weight=2.3394094616474992 0.0065963285096388704 0.0056309273552965769 0.0038657951517643242 0.0026355076012502384 0.0020347723545661887 0.0096209567264367024 0.0023028971954580221 0.01102934331087424 0.010545658864951388 0.0088034524960333149 0.013695039252525021 0.010432560651445044 0.021107746624124846 0.023737630507639551 0.047628865099132778 0.015232334728352726 0.01172132991580499 0.034644451594260772 0.013823376379555496 0.026696164890552154 0.013969597246307253 0.003165264219798237 0.010236777877105196 0.046858173457291652 0.0086429726622441194 0.009981263154371478 0.028118721037344474 0.046474883429587166 0.019112706052432316 0.013101769930759843
leaf_count=1677 40 10 89 104 4 39 110 117 36 33 25 14 23 21 65 11 40 26 17 21 33 41 36 99 18 37 24 45 34 11
internal_value=-6.37087e-05 -0.0153896 0.00341481 -0.00917084 -0.000862241 -0.00845552 0.00696999 0.018904 -0.0561096 0.000236882 0.022508 -0.0038417 -3.1406e-05 -0.0129004 -0.0221098 0.00108583 -0.0156744 0.000556496 -0.0150031 0.000450645 -0.0491105 0.00110574 0.000569376 0.0202986 0.0341282 -0.0380866 0.00128023 0.0243356 -0.0398535 -0.0129514
internal_weight=2.82086 0.0542622 0.0371202 0.0314893 0.0288538 0.026819 0.0229532 0.0206503 0.017142 2.76659 0.0329311 0.019236 2.73366 0.119428 0.0983202 0.0745825 0.0593502 2.61424 0.0891336 0.0613406 0.027793 2.5251 2.45645 0.0686477 0.0555011 0.0131465 2.414 0.0745936 0.0424513 0.0233385
internal_count=2900 549 473 463 359 355 266 156 76 2351 72 47 2279 160 137 116 105 2119 97 47 50 2022 1827 195 117 78 1746 69 81 47
is_linear=0
shrinkage=0.1


Tree=667
num_leaves=31
num_cat=0
split_feature=2 2 0 4 3 3 1 1 0 4 2 2 0 2 1 0 4 4 4 4 3 2 3 1 0 0 4 2 4 1
split_gain=0.00126972 0.00890263 0.0160048 0.00829732 0.0128089 0.0140242 0.00837762 0.00681255 0.0120365 0.0145691 0.012556 0.00669791 0.00850256 0.0227388 0.00835877 0.00952493 0.0122427 0.0079612 0.00667843 0.00964956 0.0106363 0.0061896 0.0111383 0.00616838 0.0146861 0.0256205 0.016106 0.00913387 0.0107467 0.0181897
threshold=-0.103615 -0.098345000000000002 86.20003303655001 39.268993001500007 0.083185000000000023 0.087205000000000019 62.197478847950002 82.987325570650015 90.603727454250006 34.823977857500005 -0.14581999999999998 -0.11131999999999999 85.968825637350008 -0.14228499999999997 75.645146416450004 87.181320254150009 42.871500973550006 41.558544840500012 39.530201452500002 42.428475018400007 -0.072169999999999998 -0.12835499999999997 0.080515000000000017 61.993156030000002 86.866770652900016 86.458125017100016 43.509905336500005 -0.08725999999999999 40.823855932350007 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=3 2 -2 7 18 6 -6 8 10 -10 -1 12 -7 14 15 -14 -17 -16 -5 20 -20 22 -21 24 25 26 27 -3 29 -29
right_child=1 23 -4 4 5 11 -8 -9 9 -11 -12 -13 13 -15 17 16 -18 -19 19 21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.037710717311244847 -0.10058968142395219 0.033725409595169252 0.00036955386972959694 0.075340494366386596 0.016263547006562001 0.041202867632006937 0.072223017737947065 0.057619814602033949 0.028097079459476211 -0.081022321266631211 0.030807403058158211 0.056494602144934895 -0.016762293360824933 -0.066774503101703964 -0.080184579882896456 0.060988019588467945 -0.01221341184763388 0.020460263348707864 -0.0094028488196620779 0.0025910603773408535 -0.089613248396439915 0.08032521652318142 -0.10071832195110107 -0.0033513833260565003 -0.046802479698175199 0.087743628746107694 0.077338570990999791 -0.01380299612940979 -0.026299485344690052 0.067909897720302384
leaf_weight=0.048525311335553351 0.025021969558303728 0.066809825746076967 0.042157125531050652 0.0088619059166603065 0.045010010048827098 0.04925322837638646 0.065956075493939004 0.011933548636398256 0.016231790698899573 0.049700874754525337 0.059585595203317243 0.026068185951771738 0.046203070829506032 0.046820233890659368 0.017621484826548808 0.071810666222518194 0.033508842102037306 0.014187317396381335 0.037081218167557495 0.14563246239532432 0.029832577097620661 0.0090308922226541577 0.011241684225519633 1.4508103256196498 0.041157445026328787 0.044208038603755995 0.029911795941596875 0.079340937826343161 0.14231049784547362 0.041487443164442084
leaf_count=111 18 31 48 7 13 38 40 99 29 103 26 15 15 29 33 36 32 36 52 389 48 9 19 1365 14 17 32 44 135 17
internal_value=-6.47296e-05 -0.00145924 -0.0372344 0.00317864 0.00844912 0.019077 0.0495248 -0.0154721 -0.0204837 -0.0541585 5.32153e-05 0.00801661 0.00349366 -0.00457624 0.0113083 0.0210917 0.037698 -0.0352951 -0.00986382 -0.013107 -0.0451635 -0.000177769 -0.00481214 -0.000191674 0.0101045 0.0159009 0.00707523 0.000705447 -0.00767818 0.0142538
internal_weight=2.80731 1.96322 0.0671791 0.844097 0.65812 0.416439 0.110966 0.185977 0.174044 0.0659327 0.108111 0.305473 0.279405 0.230152 0.183331 0.151523 0.10532 0.0318088 0.241681 0.232819 0.0669138 0.165905 0.156874 1.89604 0.445226 0.404069 0.359861 0.329949 0.263139 0.120828
internal_count=2900 1721 66 1179 811 287 53 368 269 132 137 234 219 181 152 83 68 69 524 517 100 417 408 1655 290 276 259 227 196 61
is_linear=0
shrinkage=0.1


Tree=668
num_leaves=31
num_cat=0
split_feature=4 2 2 4 4 4 2 3 3 4 4 3 3 3 1 2 1 3 3 0 2 0 2 1 3 2 3 2 4 2
split_gain=0.00123476 0.00418424 0.00613039 0.0037472 0.0032148 0.00199851 0.0017152 0.00558102 0.0156186 0.0076429 0.0134173 0.0107897 0.00950187 0.00868428 0.00607702 0.00527488 0.00947031 0.0312553 0.0132854 0.00859735 0.00681699 0.00632533 0.0154752 0.0113424 0.0108661 0.00725113 0.00671712 0.00594831 0.0327157 0.0175782
threshold=33.96174662340001 -0.22089 0.15973500000000004 34.542090938800008 31.796797363700005 30.509590007400003 -0.11808 0.085345000000000018 0.087205000000000019 40.259171735100004 40.496232821400007 0.088565000000000019 0.09117500000000002 0.095845000000000027 66.447931152150019 -0.088099999999999998 62.197478847950002 0.082325000000000023 0.09660500000000001 88.76213363490001 -0.085734999999999992 99.870842629900025 -0.095019999999999993 68.961639504150014 0.087530000000000011 -0.101965 0.085715000000000027 -0.081474999999999992 41.811877919650009 -0.082885
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 5 -3 7 -5 -9 12 -11 -12 -10 -14 -15 16 17 -8 -19 -18 -17 22 23 -21 -24 -25 -23 28 -22 -30
right_child=3 2 -4 6 -6 -7 15 8 9 10 11 -13 13 14 -16 20 19 18 -20 21 27 26 24 25 -26 -27 -28 -29 29 -31
leaf_value=-0.10016738051351991 0.040970959737362124 0.030810656998144559 -0.068471212394217704 -0.005691633381832515 0.048048083606332517 -0.10026708313031024 0.058670785652935167 0.061831547790347469 -0.081482558106856132 0.097376761577550722 0.070898142416774279 -0.0020529241617143193 0.050673820395050362 0.0032969164887653641 -0.06095613143231457 0.024677056568237425 0.045623139354144221 -0.070080002352654366 -0.0064081635894759226 0.044211984526600315 -0.084438758637206471 -0.029811670657111364 -0.082000681404888476 -0.041744266499013895 -0.013184970429221045 0.015801125373280697 0.072074071170983717 0.002251988468294476 0.024427340781383644 -0.041405771230796445
leaf_weight=0.0053362903305993392 0.022341910785811936 0.0020013276067337984 0.010040342025923792 0.30512717774656956 0.01607289574106939 0.0027774520454693641 0.033253193802099179 0.054829246580301305 0.019389133598622627 0.018044956249966049 0.023165818050983944 0.16242881578900747 0.021669919033524498 0.035902741423342377 0.024948536170313979 0.11491645755128033 0.036464651899223099 0.09755710473967838 0.049346062270814173 0.055963453240110539 0.052930877263821619 0.009736409956120809 0.040774852140884832 0.044486877369081412 0.052475201149491113 0.043122352369209693 0.019292424532043759 1.2097548299425152 0.13320178628582013 0.058315590658263972
leaf_count=77 36 35 49 655 45 10 23 29 24 8 11 151 34 14 46 62 15 54 32 22 51 29 28 35 33 28 38 1147 43 36
internal_value=-5.79642e-05 -0.0183986 -0.00427383 0.000184585 0.026638 -0.0453724 -0.000150789 0.00426059 0.012687 0.00386825 0.0150566 0.00705279 -0.0184886 -0.00368754 -0.0230463 -0.00158177 -0.0107261 -0.0288751 -0.0486921 8.92183e-05 0.00122993 -0.00615629 -0.0115567 0.00904465 -0.0432756 -0.0134197 0.0379011 -0.000622953 -0.0148508 0.00438166
internal_weight=2.77567 0.0362283 0.030892 2.73944 0.0208517 0.00477878 2.7171 0.665506 0.360379 0.30555 0.20364 0.185595 0.10191 0.0825212 0.0608513 2.05159 0.482473 0.180156 0.146903 0.302316 1.56912 0.265852 0.236823 0.143573 0.0932501 0.0876092 0.0290288 1.4542 0.244448 0.191517
internal_count=2900 216 139 2684 90 45 2648 972 317 288 170 162 118 94 60 1676 337 109 86 228 1339 213 146 85 61 63 67 1277 130 79
is_linear=0
shrinkage=0.1


Tree=669
num_leaves=31
num_cat=0
split_feature=3 3 3 4 3 3 3 2 2 4 3 0 0 0 4 1 2 1 3 3 1 1 1 4 0 2 1 2 1 3
split_gain=0.00125041 0.00793533 0.00410555 0.00406257 0.00579057 0.00701411 0.00409559 0.0136672 0.0137253 0.00891808 0.00774238 0.00553753 0.00850681 0.00963831 0.00509611 0.00477553 0.00500603 0.00827812 0.00395033 0.00639943 0.0093047 0.0146242 0.0060294 0.00522138 0.00914031 0.00778812 0.00451006 0.0129495 0.00756547 0.00658587
threshold=0.07950500000000002 0.07933500000000003 0.079095000000000013 49.275256100300005 -0.25095999999999996 -0.24299499999999999 1.0000000180025095e-35 -0.065399999999999986 -0.033594999999999993 42.049402686800001 -0.093074999999999991 85.694602908050015 86.597924839850023 97.013011637200023 37.020641110850008 62.55235532115001 -0.088944999999999996 73.865387134100004 -0.23958499999999999 -0.22125500000000001 61.998532946250002 63.910026677050006 57.129735272050006 40.08085804200001 105.70748523110002 -0.033594999999999993 61.944763783650011 -0.23361999999999997 61.987779113750001 -0.5582649999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 9 -9 -8 18 -12 -13 14 -14 -11 17 -17 26 -20 22 -22 -21 25 -25 -23 27 29 -28 -1
right_child=-2 -3 -4 4 5 -7 7 8 -10 15 11 12 13 -15 -16 16 -18 -19 19 20 21 23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=0.023332342693536685 -0.0011623516224357128 0.073246945264753782 -0.056694572298692049 -0.10037232918444881 0.10017189097005696 -0.035889041217629696 -0.043890651411838344 0.095457213087502837 -0.0063942682440903901 -0.023336004045501645 -0.076210624429073115 0.034178796774299539 -0.019916895547913819 0.026981015980378494 -0.10041012366887699 0.099435244756773053 0.10027202581402553 -0.072183622553869078 0.054730799823905968 0.015136825459347913 0.099779019104952474 -0.01395530175345111 -0.10037067037492081 -0.07307683140230864 0.039049213102300917 0.079365522235315178 -0.1005808386906864 0.064946832446770367 -0.0059146590675891644 -0.10032000833332454
leaf_weight=0.0078520604920795378 2.1704866289833817 0.016120429309699702 0.011635956546593107 0.0088503614338719672 0.0049478095024824134 0.016175012965309321 0.035317574003382105 0.035569960407883627 0.021066961419339988 0.012174289557151496 0.017281027970994289 0.024929005171088647 0.013045203918977677 0.015613178437224984 0.019808712851764387 0.0052078070475545246 0.011615648749284446 0.0061059598379863411 0.038796052980652362 0.0073436584078936376 0.018583943810284609 0.02136573267377706 0.011749459766384196 0.019219346114375924 0.011693661362800256 0.015380498570294776 0.0091933806452288991 0.028566007857673631 0.10329373530321595 0.0095413295877041227
leaf_count=20 1790 12 26 15 1 143 51 13 46 7 52 13 12 41 32 4 3 36 53 54 9 20 25 55 22 24 6 58 221 36
internal_value=-6.16313e-05 0.00407144 0.00208694 0.00332989 -0.0324692 -0.00401813 0.00539213 0.0210006 0.057572 -0.00841218 0.00034913 -0.0252821 -0.0132911 -0.0377071 -0.0684489 0.0272824 0.0541581 0.00681376 0.00803033 0.0200104 0.0072226 0.0212068 -0.0559438 -0.000374592 -0.0306622 0.0251051 -0.00286742 0.0235271 -0.0136516 -0.0444985
internal_weight=2.74853 0.578044 0.561923 0.550287 0.0299732 0.0211228 0.520314 0.127058 0.0566369 0.0704213 0.393256 0.0906771 0.0733961 0.0484671 0.0328539 0.0351037 0.0229294 0.0113138 0.302579 0.144132 0.105336 0.0862432 0.0190931 0.0676592 0.030913 0.0367462 0.158447 0.0459594 0.112487 0.0173934
internal_count=2900 1110 1098 1072 159 144 913 160 59 101 753 150 98 85 44 50 43 40 603 262 209 130 79 121 77 44 341 114 227 56
is_linear=0
shrinkage=0.1


Tree=670
num_leaves=31
num_cat=0
split_feature=4 4 3 4 1 3 4 2 3 3 3 3 3 3 3 4 3 2 4 2 0 4 1 0 1 4 4 0 3 0
split_gain=0.00122693 0.00596414 0.00596757 0.0130206 0.00557508 0.00523901 0.00475342 0.00436645 0.00410003 0.00948454 0.00465558 0.0108813 0.00404875 0.00675636 0.00381512 0.00350802 0.00284561 0.00273245 0.0039934 0.00226476 0.00209707 0.0153376 0.0190823 0.0146786 0.0138541 0.0166652 0.0107092 0.0105923 0.00731617 0.00636687
threshold=43.411469133450005 43.673409002000007 0.089580000000000021 43.874475754150005 83.715897724050009 0.08708500000000001 43.902382686800003 -0.092864999999999989 0.085715000000000027 0.083415000000000031 0.082325000000000023 0.08079500000000002 0.080375000000000016 0.079785000000000009 -0.22253999999999999 43.245737185650007 0.095645000000000022 -0.23871499999999998 44.215931556700006 0.20981000000000005 85.807518149550006 42.773538294100007 61.960894532450006 85.656964494200011 61.923256118600001 42.508878681700004 42.686561923500008 85.253695774650012 -0.1444 86.001087134900004
decision_type=2 2 2 2 2 2 2 2 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 7 3 -3 15 6 -5 -2 9 10 11 12 13 17 -6 20 -4 18 -8 -16 21 22 24 26 25 -1 28 -23 -24 -22
right_child=1 2 16 5 14 -7 8 -9 -10 -11 -12 -13 -14 -15 19 -17 -18 -19 -20 -21 29 27 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0049270795238140607 0.070029290793611351 -0.082877149603314548 0.051175510050082779 0.08075323350070196 0.017622913055215336 -0.059072966443108825 0.045582385211568849 0.0092497046520225272 0.045040118970068072 -0.10040415367948502 0.035949272949928175 -0.10049555794665727 0.066176045551017845 -0.10032938299558901 -0.10011113203594785 -0.028954357839054329 0.0018948138442456412 0.0062098313269269966 -0.10037403230894218 -0.015352394255604444 -0.026524173030525101 0.016160072870778901 0.038327509436123119 0.058114635908589098 -0.065670498627789564 0.098976948873579551 0.07420976028008229 -0.10047805211416182 -0.10033088347162325 6.8952604460287745e-05
leaf_weight=0.15935208090961489 0.022742776479412807 0.020072414116224735 0.030662740600413407 0.0078543621478770198 0.0058536284299224297 0.013821473214584046 0.0027948862280773035 0.024610347758092344 0.019908748582468383 0.0094396161581434823 0.033913652397018268 0.011069149156330838 0.0092740697794464477 0.0066645683993122864 0.011491234993027701 0.042318556565083543 0.018963790071071518 0.13304092648199897 0.0056926473003910127 0.0043442873585408963 0.094722160237090125 0.012292807434151731 0.0051837021033254152 0.11093666624947218 0.032762384703442393 0.017092048758312828 0.0079565317610104103 0.02123665894986182 0.014310761078771106 1.8174869988301061
leaf_count=207 24 27 44 8 52 21 10 42 20 40 23 21 11 15 297 41 33 333 87 41 69 28 18 32 21 13 5 36 70 1211
internal_value=-5.26115e-05 0.00529674 0.000440261 -0.00534766 -0.000893421 0.00079184 0.00424442 0.0384409 0.00165196 -0.00242471 0.00214377 -0.00465874 0.00207811 -0.0019332 -0.0513592 -0.000424789 0.0323439 0.00270027 -0.0523116 -0.0768586 0.000101663 0.00687508 0.0131056 0.0419139 -0.00595079 0.00513805 -0.0235576 -0.0577154 -0.0634607 -0.00124835
internal_weight=2.72787 0.370526 0.323173 0.273547 2.35734 0.253474 0.239653 0.0473531 0.231798 0.21189 0.20245 0.168536 0.157467 0.148193 0.0216892 2.33565 0.0496265 0.141528 0.00848753 0.0158355 2.29333 0.381124 0.347594 0.138388 0.209207 0.176444 0.027451 0.0335295 0.0194945 1.91221
internal_count=2900 759 693 616 2141 589 568 66 560 540 500 477 456 445 390 1751 77 430 97 338 1710 430 366 125 241 220 93 64 88 1280
is_linear=0
shrinkage=0.1


Tree=671
num_leaves=31
num_cat=0
split_feature=2 3 3 2 3 3 4 4 2 2 2 2 0 2 3 3 0 4 2 1 1 0 4 3 3 3 0 0 1 3
split_gain=0.00110619 0.00460871 0.0134319 0.0140833 0.0104244 0.00623056 0.00587246 0.00454082 0.00868506 0.00954427 0.00798735 0.00671039 0.00540497 0.00490258 0.006925 0.00429338 0.0073121 0.00671404 0.0159044 0.00901276 0.00893955 0.00809539 0.00635981 0.0054052 0.0118203 0.00403529 0.007171 0.0328131 0.0131903 0.00831159
threshold=-0.11808 0.085155000000000022 0.088565000000000019 -0.14581999999999998 0.090390000000000012 0.084065000000000015 35.337501601400007 40.036761086100007 -0.13820499999999999 -0.23155499999999998 -0.26820499999999997 -0.14581999999999998 87.568458224950021 -0.15052999999999997 0.080515000000000017 0.093925000000000022 85.839779647100016 41.621607100200002 -0.5169149999999999 65.848404989100018 69.276189105400007 97.32487278035002 42.233786329550007 0.11360500000000003 0.095845000000000027 0.078935000000000019 86.345209775600011 89.738043936200015 61.971648364950006 0.076825000000000018
decision_type=2 2 2 2 2 2 2 2 2 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 6 -1 8 9 12 -9 13 -8 14 -12 22 -17 19 -19 -18 -21 -22 -6 24 -23 26 28 -28 -2 -29
right_child=25 2 4 -5 15 -7 7 10 -10 -11 11 -13 -14 -15 -16 16 17 18 -20 20 21 23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-0.074994962359187692 -0.062371336361491184 0.0053961300958051692 -0.066536656162397456 0.085301740802133708 -0.00030771286815221258 -0.079394383830710569 -0.015731242881470275 -0.10039571769761216 0.088281990566446547 -0.077949077855658577 0.0074348052763560605 -0.047898513207960985 0.06757926498471592 0.078057840559556002 -0.058632546424933984 -0.056304304193051463 0.040717878610407418 0.034538675315566543 -0.087915472564205899 -0.080438357263492938 0.060845608920760255 0.045698502906622411 0.071587754249169994 0.045196035683593441 -0.10025103262177824 -0.003069709760875259 0.092458756559922792 -0.0090822166648402407 0.018701715085788561 0.057832956512268531
leaf_weight=0.010860559924309565 0.035050109495752296 0.0444825018956789 0.021590040659402288 0.043752092868771825 0.027202954605213783 0.011046604550411288 0.014316645991584664 0.0087259260083392409 0.015720631271854676 0.011197964904843871 0.15491820487091282 0.028452744594766044 0.017075528186789493 0.0085934804608811532 0.017675341169185899 0.021107592306975675 0.073027418577112257 0.020469794094080229 0.022012089194443973 0.014239351061405614 0.019054179664351523 0.0088254105059426546 0.022464521829845971 0.0089258175648089799 0.014947627183556633 1.7392227823786448 0.047454247433563523 0.15654814291571345 0.046947851398842388 0.02105954130807744
leaf_count=94 94 49 26 16 43 15 14 53 9 54 378 29 44 22 21 25 23 28 25 7 16 22 16 15 47 1346 27 265 44 33
internal_value=-5.51608e-05 0.00350245 0.0110867 0.0450182 0.000154572 -0.00569515 -0.00286378 -3.23635e-05 0.0247589 0.00131162 -0.00665244 -0.00275052 0.0295849 0.0043393 0.000668834 0.00586206 -0.000596975 0.00588146 -0.0289112 0.0165135 -0.0102712 0.0090346 0.0322105 -0.0211566 -0.0460693 -0.00120381 0.00936487 0.0185891 -0.015953 -0.00114786
internal_weight=2.70697 0.660685 0.362101 0.0882346 0.273867 0.298584 0.287537 0.276676 0.0583108 0.0425901 0.218366 0.20964 0.0313922 0.181187 0.172594 0.252277 0.202609 0.181502 0.0424819 0.13902 0.0659924 0.051753 0.0496675 0.0326989 0.023773 2.04628 0.30706 0.225062 0.081998 0.177608
internal_count=2900 1091 358 65 293 733 718 624 121 112 503 450 58 421 399 267 208 183 53 130 107 100 59 84 69 1809 463 325 138 298
is_linear=0
shrinkage=0.1


Tree=672
num_leaves=31
num_cat=0
split_feature=2 4 2 2 1 1 1 1 2 1 1 1 0 0 2 0 1 0 0 3 3 4 0 1 0 1 1 4 2 2
split_gain=0.00116872 0.00258748 0.00228824 0.0066886 0.00556531 0.00629824 0.00509056 0.0124789 0.00470512 0.0120859 0.00362484 0.00654164 0.00284943 0.00974939 0.0110003 0.00866991 0.00701143 0.00697401 0.010543 0.011365 0.0187996 0.0097877 0.0145449 0.00960643 0.00925427 0.0131192 0.00849336 0.00621581 0.0053671 0.018444
threshold=-0.62958999999999998 40.580626202750004 -0.58350999999999986 -0.50001499999999999 63.910026677050006 69.64719632740001 75.645146416450004 78.285212300550015 -0.26138499999999998 62.305017173150013 64.321360770950022 72.496961945650014 87.568458224950021 86.780739992750014 -0.072569999999999982 87.735142629050017 62.014663695050011 90.837623311600012 90.437043050150024 0.087265000000000023 0.082055000000000017 42.541806567400009 89.665455566700004 67.649671936450019 92.031298721500022 68.961639504150014 65.727424373200009 42.406961525800007 -0.083794999999999994 -0.085249999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -6 -7 -8 9 -5 -4 -12 13 28 27 -14 -17 18 19 20 -18 22 -21 26 -25 -26 -19 -15 29 -10
right_child=2 -3 3 8 5 6 7 -9 12 -11 11 -13 15 14 -16 16 17 23 -20 21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.012260685658135206 0.075186978310176344 -0.04226033160578755 -0.10047455217982909 0.085583158490829925 -0.068769404592105815 0.053796295255272256 -0.10034854552204056 0.043230898068088018 -0.0028934655516205925 -0.022928445896706486 0.0084866014746053584 -0.10015363558659181 0.056778162561781566 -0.066362391671534432 0.0059943613024645327 -0.067974846038768938 0.027889150349403209 0.003866597750320291 0.058899551666800824 0.067743159795248767 -0.057244451724968559 -0.0089840716668546268 0.0024863063080537138 -0.10041823054666177 0.052072624680110924 -0.0016143295631491431 -0.075285689331842431 -0.019642709651543137 0.0066467976750978347 -0.087303606707880649
leaf_weight=0.015618119891517179 0.013681309326785226 0.019664336871225929 0.0085655745688108798 0.021524713187433153 0.0098065896199841518 0.022563986036090004 0.0097595954005953445 0.015939718298153559 0.45762041556336397 0.019620342152747827 0.0177672079380784 0.0080553691656343462 0.029381684864425384 0.059639961314587708 0.071378761247615441 0.014229950727894569 0.047007842179695725 0.02320170967868751 0.046249456472902573 0.072214070365589578 0.057872254673602963 0.070463456653570233 0.06480772269424051 0.008980483023378949 0.048480489312168973 0.74451535337959118 0.032611325665882873 0.054500417682191937 0.56931644976472284 0.027438161180214138
leaf_count=28 6 21 12 19 9 22 17 67 398 41 27 57 10 20 24 5 44 17 32 32 34 23 18 17 36 1360 62 24 405 13
internal_value=-4.59764e-05 -0.0181261 0.000195 -0.000295734 0.0178094 0.00429125 0.0191364 -0.011295 0.000297107 0.0338385 -0.0441028 -0.0254038 -0.000254938 -0.00365833 -0.0247981 0.00309411 0.00181239 0.00262878 0.0143394 0.00774169 -0.0190871 0.0213032 0.0368784 -0.00226704 0.000524715 0.00166787 -0.0423818 -0.0440544 6.12419e-05 -0.00766827
internal_weight=2.68248 0.0352825 2.64719 2.57544 0.0717512 0.0580699 0.0482633 0.0256993 2.54106 0.0411451 0.0343882 0.0258226 2.49991 1.23989 0.185519 1.26002 1.23063 1.2164 0.358615 0.312365 0.10488 0.207485 0.137022 0.857789 0.801976 0.792996 0.055813 0.11414 1.05438 0.485059
internal_count=2900 49 2851 2730 121 115 106 84 2634 60 96 84 2574 884 68 1690 1680 1675 183 151 78 73 50 1492 1413 1396 79 44 816 411
is_linear=0
shrinkage=0.1


Tree=673
num_leaves=31
num_cat=0
split_feature=3 4 3 3 2 1 3 0 4 2 1 3 4 4 0 3 3 4 2 2 4 4 1 0 0 1 1 0 0 0
split_gain=0.001242 0.005348 0.00215691 0.00346007 0.00219287 0.00499952 0.00543853 0.0146732 0.00689137 0.00992705 0.00661066 0.00549785 0.00573438 0.00892525 0.00827639 0.00687425 0.00549251 0.00512218 0.0046706 0.00417818 0.0050341 0.00890502 0.0063176 0.00413364 0.00395608 0.00702153 0.00338119 0.00328742 0.00312035 0.0140774
threshold=0.4172550000000001 39.788107623550012 0.21240500000000004 0.12746000000000005 -0.011399999999999999 60.474177186300004 0.10273500000000002 85.57362229215002 41.289992964000007 0.049235000000000008 66.499011856650014 0.094165000000000013 36.514114975300011 39.646013290900008 95.590817286200021 -0.09182499999999999 0.086520000000000027 40.421032462050007 0.13860000000000003 -0.031989999999999998 40.305698932850007 41.872669623500009 62.154463517850012 87.181320254150009 89.872466842800023 67.316303128300021 70.402653062050021 75.309089150100007 85.807518149550006 85.737618238150006
decision_type=2 2 2 2 2 2 2 2 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 27 7 -7 11 -10 -11 12 14 15 -9 -14 17 -15 -17 28 -21 -22 -23 -13 -8 -26 -12 -6 29 -1
right_child=1 -3 -4 -5 5 6 24 8 9 10 26 23 13 16 -16 18 -18 -19 -20 20 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00027745865245920061 0.030520016789414163 -0.039852140512194621 0.026179925780625248 -0.041388739843385342 0.028181706312147836 0.097564510400492618 -0.073832763022564363 0.07381999033435209 -0.082449553618709481 -0.080450512248964046 0.092946915614673331 0.0891063216945715 0.013170604614459118 0.023284656312485136 -0.04845135909726233 -0.030338254877986366 0.047172118368414132 -0.066596423697709406 -0.1002967350897154 -0.0057117733582099529 0.067399161580888198 0.038570700720606414 -0.029230694215760269 0.0092106666522683341 0.033177186775543238 -0.060411486061197985 0.0055302195539880502 -0.10022072687818834 -0.0017194598998379808 0.049955024537620844
leaf_weight=0.33586237293453836 0.016349894373003049 0.031809340193539981 0.031679390645330652 0.020112012642130028 0.0025541235978749363 0.014784985768506259 0.017349996271732955 0.019203979248231914 0.024955784156664274 0.0079228215561499837 0.0055530814299595823 0.012476381645683442 0.016169924323136797 0.014087130571732887 0.0077781501458984463 0.019474630067823906 0.027520737803797601 0.011529865237697834 0.018713145329263547 0.059061076934668999 0.039955843681354963 0.028062623970129152 0.026931770702162794 0.013463994348822356 0.015716700698249042 0.016362306093390309 0.021774391407433674 0.0090909653695392389 1.7056744644686772 0.066902919381391257
leaf_count=407 27 32 40 30 63 23 18 15 75 22 10 10 27 28 59 23 27 25 28 34 34 36 29 34 6 37 129 28 1524 20
internal_value=-4.80399e-05 -0.015961 0.000245502 -7.30601e-05 0.000251662 -0.00783496 -0.00520931 0.00112241 -0.0053406 -0.0341897 -2.37188e-05 0.00548669 -0.0026441 -0.0129898 0.0385728 -0.0414794 0.0161538 -0.0171696 -0.06462 0.00131137 0.0172118 0.0314707 0.00536711 0.0476376 -0.0353645 -0.0145589 0.0232937 -0.0720582 0.000149926 0.00806661
internal_weight=2.65888 0.0481592 2.61073 2.57905 2.55893 0.296483 0.284838 0.235409 0.220624 0.0602061 0.0352503 0.160418 0.134478 0.107495 0.0269821 0.0543577 0.0531377 0.025617 0.0381878 2.26245 0.154011 0.0949502 0.0549944 0.0259404 0.049429 0.032079 0.0273275 0.0116451 2.10844 0.402765
internal_count=2900 59 2841 2801 2771 687 596 535 512 236 161 276 232 158 74 78 80 53 51 2084 133 99 65 44 61 43 139 91 1951 427
is_linear=0
shrinkage=0.1


Tree=674
num_leaves=31
num_cat=0
split_feature=1 1 1 1 2 3 3 3 4 2 4 4 1 1 0 0 2 2 4 3 3 4 3 1 2 0 4 1 1 1
split_gain=0.00124307 0.0126661 0.0114181 0.00691228 0.0183562 0.00464978 0.00408008 0.0110253 0.0100563 0.00980587 0.00979543 0.00848757 0.00768492 0.00598568 0.00574978 0.0105275 0.0162848 0.00851112 0.0137104 0.0112888 0.0149915 0.0138784 0.0130846 0.0348201 0.0161432 0.00971916 0.00802146 0.00792736 0.00579178 0.00531204
threshold=62.106071271500007 62.132955852800002 62.154463517850012 62.079186690200011 -0.095714999999999995 -0.52484999999999993 0.098200000000000023 0.10332500000000001 35.131296350900008 -0.067574999999999996 38.052786106700005 41.134354310300004 62.399113207700005 65.848404989100018 93.972365491700018 94.614906984850009 -0.14739999999999998 -0.037524999999999996 36.173488152900006 0.090640000000000012 0.087605000000000016 39.749124837650008 0.082975000000000021 62.55235532115001 -0.12835499999999997 90.662873533100012 41.621607100200002 64.434276012450013 65.630639880500027 64.654729579150015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 -4 14 9 -9 -8 13 -12 -13 -10 17 16 -16 19 -19 20 21 28 23 -23 25 -25 27 -20 -7 -21
right_child=1 2 5 4 -6 6 7 8 10 -11 11 12 -14 -15 15 -17 -18 18 26 29 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00046038049430427002 0.039476645499188445 -0.058097420239584474 -0.071139439477695646 0.024047136366340441 -0.051736587820650763 -0.048814387511195087 -0.059241324586004653 -0.065278450112948222 0.085191458669856987 0.011868060262252041 -0.022017563663420944 -0.041492067094500637 0.041803936862012239 0.0086265775963127386 0.044721908206393747 0.00041516409313468598 -0.10026414870762777 0.067000908660962519 0.038759083911207054 0.069723499646358197 -0.038123190619948975 -0.092440600800656386 0.050299374483429374 0.030653561438715234 0.087315402860184008 -0.066152271537754936 -0.091071844194410209 -0.039152476948763282 0.0090863440856236016 0.027244196391873032
leaf_weight=0.88584631185062768 0.084058539844022451 0.033537814593358806 0.0089067364456248965 0.050759942170316208 0.086305225646270856 0.038596699870490692 0.064500270911410557 0.019420105143536759 0.024321524571860195 0.027729490452948341 0.087617929954434126 0.013886511675082147 0.054730662006954756 0.017599132799718101 0.011233960868882065 0.55128782568731571 0.024957880789317155 0.016486460335475128 0.018594658610084025 0.043424884665000718 0.0611225163173999 0.028430059161564714 0.12303223741582769 0.029967218183292121 0.035040344751905594 0.015859971566285935 0.018407716723336354 0.043871090064283802 0.031274756340778254 0.091394665201006475
leaf_count=708 32 13 31 15 32 31 63 35 9 39 93 7 78 41 38 1157 57 17 27 14 31 11 43 37 19 29 74 50 21 48
internal_value=-4.41164e-05 0.00167982 -0.000389669 -0.00277314 -0.0236713 0.000899135 0.00132895 -0.00888703 0.0033953 -0.0378618 0.0101256 -0.00139121 0.0249468 0.053048 0.00400437 -0.00301475 -0.0552604 0.0109289 -0.0161131 0.0162141 0.00704401 0.0161794 0.0279316 0.00275302 0.0362196 -0.00284921 -0.0330563 -0.0159599 -0.0228978 0.0409266
internal_weight=2.6422 1.61929 1.53523 1.02291 0.137065 1.5017 1.49279 0.309806 0.217576 0.0922298 0.198156 0.156235 0.0686172 0.0419207 1.18298 0.58748 0.0361918 0.595503 0.0973599 0.498143 0.363324 0.302201 0.23233 0.109298 0.0808675 0.0458272 0.0808735 0.0624657 0.0698715 0.13482
internal_count=2900 2145 2113 755 47 2100 2069 365 263 102 228 178 85 50 1704 1252 95 452 168 284 222 191 139 96 85 66 151 77 52 62
is_linear=0
shrinkage=0.1


Tree=675
num_leaves=31
num_cat=0
split_feature=3 4 3 3 2 2 1 1 0 0 2 3 0 2 1 3 0 4 2 1 3 0 2 1 0 2 4 0 0 2
split_gain=0.00117865 0.00557704 0.00156722 0.00289879 0.00201282 0.00837762 0.00713352 0.00964617 0.00592179 0.00511021 0.00339071 0.0019275 0.00262379 0.00177337 0.00450733 0.0046155 0.0130464 0.00541019 0.0089235 0.00521902 0.00449128 0.00457194 0.0119298 0.00471285 0.00441609 0.00834952 0.00790779 0.00745825 0.00390107 0.00367919
threshold=0.4172550000000001 39.468990633150007 0.21240500000000004 0.12746000000000005 -0.58180999999999994 -0.50001499999999999 75.551050381850018 78.285212300550015 101.15323715815002 91.410264893400026 -0.59967499999999996 0.08494500000000002 99.053551358250004 -0.011399999999999999 60.474177186300004 0.10273500000000002 85.57362229215002 41.289992964000007 0.049235000000000008 66.499011856650014 0.094165000000000013 89.057864029250013 1.0000000180025095e-35 66.697957758300021 96.588235252600015 0.15973500000000004 36.625813070500008 101.15323715815002 87.181320254150009 -0.031989999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 9 10 -8 -9 -6 -1 -11 -13 29 -15 16 -16 20 -19 -20 21 -18 -23 -24 26 -26 -25 -27 -22 -7
right_child=1 -3 -4 -5 5 13 7 8 -10 11 -12 12 -14 14 15 -17 17 18 19 -21 28 22 23 24 25 27 -28 -29 -30 -31
leaf_value=0.011485299456543509 0.035258870763781744 -0.038795458889578832 0.022535506739323079 -0.03803217761834058 -0.10039805696408238 0.00014735336471527211 -0.10029448754640634 0.054951028513859537 -0.065218955467509623 0.044341136829255869 0.056491766269805434 -0.10017130987174577 0.015923040797822988 -0.070600765280393038 0.097024520215806806 -0.033052618171264973 -0.042708208932953497 -0.07942966014454067 -0.074313793563903774 0.021735150776741128 0.086950877359000381 0.1000865839149948 0.060202384683524693 0.024242728012672379 0.070934556467776397 0.018251104610868842 -0.063293164763584181 -0.10012177575816182 0.0074660766554758484 0.01640065925438321
leaf_weight=0.035897679978521779 0.014785221483858968 0.032575964760710008 0.031153979505802343 0.019915548728417387 0.013253392461544639 1.9596852703588166 0.011074920830822066 0.013023495346715208 0.0059853423192381258 0.0041960069949560364 0.031365370397623729 0.0037380409083525024 0.0040623816590890371 0.010765858523828609 0.013404159411802397 0.047166309898668546 0.023180079993124991 0.022839107639471494 0.0071743530139372061 0.02675246093502099 0.011407629670429735 0.012027284802707594 0.0097194125555688515 0.01551090336943161 0.014696181214856607 0.014325369905634489 0.030837837716192418 0.0084696829219850014 0.013460640126319236 0.14992907840788317
leaf_count=33 26 33 40 30 31 1702 18 12 82 12 20 19 22 91 23 61 16 75 22 139 10 8 12 12 52 17 43 72 34 133
internal_value=-4.53986e-05 -0.0156772 0.000243231 -3.0854e-05 0.000270193 -0.000297721 0.0143685 -0.026109 0.0171129 -0.0575972 0.0324722 -0.0103117 -0.0397105 0.000307293 -0.00714444 -0.00462328 0.00136812 -0.00472593 -0.0311065 0.00142411 0.0050213 -0.00249253 0.00633627 -0.00571556 -0.0133573 0.0121607 -0.0339987 -0.0257313 0.0439275 0.00130247
internal_weight=2.61238 0.0473612 2.56502 2.53386 2.51395 2.4166 0.0973468 0.0300838 0.0190088 0.0252498 0.0672631 0.0119964 0.00780042 2.39135 0.281737 0.270971 0.223805 0.210401 0.0567659 0.0339268 0.153635 0.128767 0.105587 0.0935594 0.08384 0.0374912 0.0463487 0.0227951 0.0248683 2.10961
internal_count=2900 59 2841 2801 2771 2606 165 112 94 84 53 53 41 2522 687 596 535 512 236 161 276 232 216 208 196 141 55 89 44 1835
is_linear=0
shrinkage=0.1


Tree=676
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 4 0 2 2 3 1 0 3 4 3 0 3 4 4 3 2 0 4 1 3 1 0 2 2 3
split_gain=0.00117092 0.00717276 0.00603902 0.00698648 0.00528138 0.00833816 0.0078817 0.0185205 0.0048607 0.0121449 0.00517271 0.0210716 0.00803296 0.0117123 0.00903383 0.0171837 0.014535 0.0214918 0.0309402 0.0193185 0.00945039 0.0110617 0.0253665 0.0123119 0.00854998 0.0078806 0.0193279 0.0115825 0.0183966 0.0210662
threshold=87.568458224950021 87.735142629050017 62.014663695050011 62.175971182900007 -0.26138499999999998 41.21013581150001 86.866770652900016 -0.078219999999999998 -0.23557500000000001 0.093295000000000031 61.966271448700006 86.458125017100016 0.10872000000000002 41.322103772800006 0.10176000000000003 86.692020874450009 0.08784500000000002 41.726652433350004 42.131954243650007 0.086655000000000024 -0.073724999999999999 86.036037090600004 41.621607100200002 62.116825104000007 0.078295000000000017 61.928633034850002 85.939252597950016 -0.074434999999999987 -0.054494999999999995 0.10273500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 -1 8 -8 9 -6 11 25 14 -14 15 16 19 -18 -19 20 21 22 -12 -24 -22 26 27 -10 -29 -30
right_child=1 2 3 -5 6 -7 7 -9 10 -11 12 -13 13 -15 -16 -17 17 18 -20 -21 24 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=0.056953533036032247 0.051738791167331905 -0.065635465485380171 0.090620297169244718 0.0010310415195048366 -0.079834201157905446 -0.023045938670773494 -0.066423938607765839 0.0084163040270098313 0.017757984764307424 0.066212120948237016 0.064930716580848133 0.085396398375672131 0.0078767184546047579 -0.10036158735933989 0.028428401178446246 -0.068297245165617221 -0.077713528302880627 0.043567514073862966 -0.068899256094518926 0.065703335082893 0.0049643482379023397 0.035131268976220938 -0.085798594572490644 0.0041687734190734823 -0.062435885622374933 0.032970711643968496 -0.075562767790722379 -0.10063213186577025 0.046251550992687164 -0.07955851740693963
leaf_weight=0.035687801148578169 0.028407152832045202 0.013482296853908005 0.0087642531580057748 1.2780406587852273 0.021431911829354777 0.02051967223428075 0.062132636452595591 0.070682117453543358 0.19329702639795998 0.0077539831399917594 0.028425994632681917 0.033250050008064136 0.019142410400164067 0.020925922595729674 0.082011109034283436 0.042391777795273811 0.054118694261039657 0.063286828649779636 0.039872047427953472 0.052844609850865254 0.035834977754063968 0.096210378433170263 0.037090521807824572 0.025785729096725163 0.039640896153269267 0.068888474593990168 0.034001809121718907 0.024040275187871885 0.038829580066669367 0.020250419109402173
leaf_count=35 11 5 5 1926 76 34 31 25 159 4 32 13 17 37 35 11 40 20 45 15 27 24 30 18 21 41 17 11 123 12
internal_value=-4.49496e-05 0.00202964 0.00094365 0.00164122 -0.00221824 0.0277481 -0.0036078 -0.026595 -0.000779137 -0.0410332 0.000339621 0.00906453 -0.00530597 -0.0486514 -0.0023993 -0.00730367 -0.0018385 -0.0266768 9.78626e-05 0.0105304 -0.000556009 0.0114707 -0.0134619 -0.0489027 -0.0304351 0.00237329 -0.00441691 0.00433467 -0.0268814 0.00312855
internal_weight=2.59704 1.32869 1.30029 1.2868 1.26835 0.0562075 1.21214 0.132815 1.07933 0.0291859 1.05014 0.412558 0.637582 0.0400683 0.597514 0.515502 0.473111 0.157278 0.103159 0.315833 0.262988 0.187513 0.0913022 0.0628763 0.0754759 0.379308 0.310419 0.276417 0.0831203 0.05908
internal_count=2900 1947 1936 1931 953 69 884 56 828 80 748 376 372 54 318 283 272 105 65 167 152 104 80 48 48 363 322 305 146 135
is_linear=0
shrinkage=0.1


Tree=677
num_leaves=31
num_cat=0
split_feature=4 4 3 4 2 1 2 3 1 2 3 3 4 2 4 3 4 3 3 4 4 2 1 4 0 0 0 3 2 2
split_gain=0.00133374 0.00515982 0.00530486 0.0107787 0.00467052 0.00458359 0.00386484 0.00359669 0.00347555 0.00320683 0.0108182 0.0118046 0.0100914 0.00872698 0.0108521 0.00769293 0.00566547 0.011417 0.00384043 0.00455951 0.00739289 0.00514356 0.00309125 0.00593497 0.00515839 0.0154332 0.00455869 0.00772243 0.00434753 0.00690071
threshold=43.411469133450005 43.673409002000007 0.089580000000000021 43.874475754150005 -0.24103499999999997 83.715897724050009 -0.092864999999999989 -0.22253999999999999 70.343506983200015 -0.088944999999999996 0.082325000000000023 0.083415000000000031 48.852845034800005 -0.10282499999999999 44.269496632500008 0.080375000000000016 47.833738492450003 -0.22253999999999999 -0.25095999999999996 48.461603274950008 48.680511450650009 -0.15818499999999999 77.898074329750017 43.245737185650007 98.327667663000014 99.642323688800005 99.378854792050006 0.091705000000000023 -0.074434999999999987 -0.079074999999999993
decision_type=2 2 2 2 2 2 2 2 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 6 3 -3 -5 22 -2 -7 -4 13 15 -12 -13 14 -6 -11 17 -16 -18 -20 -21 -22 23 26 -24 -26 -1 -28 29 -27
right_child=1 2 8 4 9 7 -8 -9 -10 10 11 12 -14 -15 16 -17 18 -19 19 20 21 -23 24 -25 25 28 27 -29 -30 -31
leaf_value=-0.00030891218200936607 0.069295093986141934 -0.079241128826554638 0.048496721820870836 -0.10020755398935387 0.076435042342026582 0.017650061980609418 0.01025255760691151 -0.074933739150982115 -0.012826626392070682 0.0050710927114117526 0.088589884506293431 -0.10034004208401791 0.074366525796935784 -0.073832522787287316 0.031261395145767257 -0.10045083148968381 -0.026716586292572606 -0.10023911180726722 0.073314868027839292 -0.10046496435708643 0.029729667395636841 -0.069598415524220733 0.062988528444438502 -0.042432857671645403 -0.10036564226695077 0.014464583646936636 0.00035072327942096049 -0.10022468170368054 -0.0061109470283987315 0.08127536087754017
leaf_weight=1.9420208983598448 0.020540540645996419 0.017973837079979099 0.034330186959092401 0.0044754452368825906 0.01745872040044108 0.0059042360875944935 0.024088180300317452 0.014502535344929401 0.012646782900228803 0.029833887453189552 0.029700094207726124 0.0075989715329078944 0.0058526995840888982 0.016688240171809809 0.010984515279204743 0.0089909603861215714 0.028900922900241738 0.016549416201083744 0.01180247821844202 0.0059483183973725309 0.042788213120189794 0.0059367205599158692 0.017908237302341923 0.035065438708869467 0.012484961986864107 0.07074043814087938 0.01992355165143056 0.012376918465083264 0.05742228975090935 0.019783106108661741
leaf_count=1387 24 27 32 95 14 52 42 338 45 95 17 40 8 23 31 14 29 39 12 4 65 103 9 36 14 112 39 38 109 7
internal_value=-6.05612e-05 0.0056461 0.00104795 -0.00451055 0.00100544 -0.000973079 0.0374271 -0.0481467 0.0319877 0.00290045 0.0189326 0.0533904 -0.0243268 -0.00546759 0.00266019 -0.0193654 -0.00781909 -0.0477777 0.00371641 0.0169474 0.00477922 0.0176274 -0.00053305 -0.00165291 0.0120846 0.00640241 -0.000928622 -0.0381878 0.0154124 0.0290655
internal_weight=2.56122 0.353089 0.30846 0.261483 0.24351 2.20813 0.0446287 0.0204068 0.046977 0.239034 0.0819766 0.0431518 0.0134517 0.157058 0.140369 0.0388248 0.122911 0.0275339 0.0953767 0.0664757 0.0546733 0.0487249 2.18773 2.00939 0.178339 0.160431 1.97432 0.0323005 0.147946 0.0905235
internal_count=2900 759 693 616 589 2141 66 390 77 494 174 65 48 320 297 109 283 70 213 184 172 168 1751 1500 251 242 1464 77 228 119
is_linear=0
shrinkage=0.1


Tree=678
num_leaves=31
num_cat=0
split_feature=4 4 2 3 3 3 2 1 2 4 4 4 4 1 0 3 2 3 2 3 4 4 2 4 4 0 1 0 1 4
split_gain=0.00120202 0.00719976 0.00828845 0.0060652 0.0100758 0.0090655 0.00801877 0.00588991 0.0049121 0.00427941 0.00706824 0.00684181 0.00508339 0.00342988 0.00342678 0.00274004 0.0134743 0.00906015 0.00468648 0.00306128 0.00262315 0.00437594 0.00817246 0.0034754 0.00661125 0.00538712 0.0162155 0.0120521 0.0120147 0.0145686
threshold=43.19689381845 43.104429861650011 -0.079824999999999993 0.086945000000000022 0.08594000000000003 0.096845000000000028 -0.097799999999999984 64.84561010645001 -0.23871499999999998 43.368902217050007 43.45354240915001 43.673409002000007 43.874475754150005 74.292851976800009 100.87363751255002 0.082325000000000023 -0.088944999999999996 0.08079500000000002 -0.083330000000000001 0.080375000000000016 43.022303514600004 42.898324343550009 -0.08756499999999999 42.871500973550006 42.773538294100007 85.807518149550006 61.960894532450006 85.656964494200011 61.923256118600001 42.508878681700004
decision_type=2 2 2 2 2 2 2 2 2 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 8 6 -5 -8 13 -10 -11 -12 -13 -2 -9 17 -17 19 -18 -14 21 23 -23 24 25 26 28 -28 29 -1
right_child=3 2 -4 5 -6 -7 7 14 9 10 11 12 15 -15 -16 16 18 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0048419463251731052 -0.1002757703626429 -0.10065212050655076 0.011194443910272944 -0.0049947214661207788 -0.076592760103202637 -0.034472214213326809 0.081553266842064917 0.054312035896502103 0.056641657209970303 -0.065260720654710141 0.070115053442351818 -0.063930450903464719 0.00046532674362648229 0.030053450950717448 -0.032926834724634424 -0.040534334512232401 0.10012263096855799 -0.1003790285060417 0.02716211408647792 0.063510160620418629 0.023636043047505679 0.010689946324540811 -0.10032347341815771 0.036143861859136643 -0.050786874870417865 -0.0024155425904559494 -0.023660503146886183 0.055567550243451995 -0.063624950759985033 0.098809888413800243
leaf_weight=0.14928999126787107 0.0075689327117378635 0.015330853414492696 0.011668491771075318 0.027479676428583844 0.017250735133875095 0.020445790972160705 0.040674161248261953 0.0094911203100087604 0.015024666840759038 0.014833725467459757 0.015504282003867109 0.011302706158848874 0.13700934296080458 0.0027539950300281557 0.0085667135946216888 0.020542714180209032 0.016544007376069203 0.008819520494792954 0.018817427795609298 0.008160765473974152 0.044644321699716882 0.014206539937713203 0.012436445648042638 0.025782174465326935 0.026121435983224583 1.6738328165158307 0.023811958446416759 0.099136721841205144 0.030655724306747678 0.014914850751756248
leaf_count=207 109 27 17 32 25 46 17 23 19 11 24 15 350 19 28 20 6 21 39 10 33 19 25 11 33 1555 93 32 21 13
internal_value=-6.10363e-05 -0.00100158 -0.0523146 0.00496527 -0.0024425 0.0253939 0.0395917 0.0604529 0.00217732 0.00479847 0.00170177 0.00589822 0.00139708 -0.065506 0.0129255 0.00491494 0.0238778 -0.00196928 0.061297 0.0040094 -0.000346488 -0.00086368 -0.041129 -0.000338715 -0.000804875 -0.000149335 0.0117863 0.0402231 -0.00615614 0.00457283
internal_weight=2.54262 2.14183 0.0269993 0.40079 0.294133 0.106657 0.0862117 0.058732 0.276882 0.266559 0.251534 0.236701 0.221196 0.0103229 0.0180578 0.209894 0.0559041 0.15399 0.0353614 0.14517 2.11483 2.07019 0.026643 2.04355 2.01776 1.99164 0.317809 0.122949 0.194861 0.164205
internal_count=2900 2086 44 814 668 146 100 68 643 515 496 485 461 128 51 446 65 381 45 360 2042 2009 44 1965 1954 1921 366 125 241 220
is_linear=0
shrinkage=0.1


Tree=679
num_leaves=31
num_cat=0
split_feature=0 1 1 3 3 2 0 0 4 4 2 4 1 0 3 3 2 3 0 2 0 2 2 0 1 0 0 3 3 4
split_gain=0.00126014 0.00669036 0.0122102 0.00462308 0.0275998 0.0180009 0.00910814 0.0116837 0.0075867 0.0151199 0.0129014 0.00997345 0.00834982 0.00672262 0.00917382 0.0193802 0.0120518 0.00655182 0.00805505 0.00521747 0.00503306 0.00420496 0.00561087 0.00544863 0.00708385 0.00548692 0.00725005 0.00733027 0.00922525 0.0046352
threshold=87.29692395375001 62.116825104000007 62.197478847950002 0.091545000000000029 0.08784500000000002 -0.093604999999999994 86.530713386650021 86.388225105700016 42.131954243650007 40.982542372850013 -0.060760000000000002 42.686561923500008 61.971648364950006 86.780739992750014 0.085765000000000022 0.084365000000000009 -0.086339999999999986 0.080960000000000018 86.135510041400025 -0.082314999999999985 85.716110573100011 -0.26138499999999998 -0.23557500000000001 85.839779647100016 62.084563606450011 85.694602908050015 85.447264760050004 0.077600000000000016 -0.15684499999999998 49.39887334565001
decision_type=2 2 2 2 2 2 2 2 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 13 -6 7 8 9 12 -11 -10 20 14 15 17 -16 21 -19 -7 -5 -1 -23 25 -25 26 27 28 29 -24
right_child=1 2 -4 6 5 19 -8 -9 11 10 -12 -13 -14 -15 16 -17 -18 18 -20 -21 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.053883851276890826 0.034075289279008797 -0.08712712862293126 0.0015611050252412602 -0.012034745598591651 0.0081320211920511195 -0.051101488784990851 0.033040778104402917 -0.056462893851465093 -0.079433088107559002 0.059617063506858636 -0.0050098551567346388 0.0030483556896936234 -0.047986602989599378 -0.029488437043433048 -0.007182724112250862 -0.083294047783104702 0.055792414448511234 0.00064696901911013205 0.055390693658890523 -0.10083021748872695 0.035585104302950463 -0.068234513828011933 0.033982200148339539 -0.043876097511196567 0.0081958472578990346 0.050611178324701835 -0.080115326957427707 0.080082845454699458 -0.05784797299829713 -0.034368731832183336
leaf_weight=0.011621043873755815 0.06213707852657524 0.015714721550466382 1.2756884003830911 0.063185799029326972 0.035900790824324486 0.04146530199790277 0.094219032311229967 0.035344372638064669 0.023187644654470319 0.082809953308242257 0.049266452854581644 0.039861930202709228 0.043538390060230192 0.06279141653158149 0.05308326635559979 0.027481109856296371 0.071081156925918876 0.062324201831302162 0.047259483864763752 0.042953706699858457 0.034212871094496222 0.014404361961353696 0.04380006385770982 0.058715022921887794 0.047068537218365236 0.026374915707947366 0.010299541535045975 0.012333621672475203 0.021965914405079445 0.012827130383811891
leaf_count=23 25 6 1942 45 26 25 35 16 40 30 31 51 38 20 20 22 33 40 10 41 12 71 109 28 18 14 21 12 90 6
internal_value=-5.324e-05 0.00202406 0.000481883 -0.00245769 -0.00757213 -0.0511805 0.0052723 -0.00177203 0.00397991 0.0112004 0.0355103 -0.0272857 -0.0115812 0.00142114 0.00514897 -0.00227946 0.028869 0.00375416 0.024256 -0.0764042 0.0046925 -0.0049065 -0.0076637 -0.00392531 -0.0207066 0.00998668 -0.000598194 0.00840895 -0.00283884 0.0184994
internal_weight=2.52292 1.35354 1.2914 1.16938 0.703751 0.12032 0.465626 0.371407 0.336063 0.273013 0.132076 0.0630496 0.140937 0.583431 0.520639 0.396475 0.124164 0.368994 0.109584 0.084419 0.0973987 0.25941 0.247789 0.233385 0.105784 0.127601 0.101226 0.0909267 0.0785931 0.0566272
internal_count=2900 1973 1948 927 629 92 298 263 247 156 61 91 95 537 517 464 53 442 50 66 57 392 369 298 46 252 238 217 205 115
is_linear=0
shrinkage=0.1


Tree=680
num_leaves=31
num_cat=0
split_feature=2 0 4 0 3 2 1 3 3 3 0 1 0 0 1 3 3 0 0 4 2 1 0 2 4 0 0 0 0 2
split_gain=0.00142932 0.00887956 0.0126632 0.015665 0.0128796 0.0109641 0.0284399 0.0286462 0.00993792 0.0126459 0.00691401 0.0118246 0.010225 0.0129411 0.00633007 0.0117919 0.0120249 0.00922458 0.00759776 0.00966861 0.00754311 0.00630831 0.00501394 0.0145463 0.0134078 0.0129637 0.0103234 0.0113318 0.0102735 0.00628573
threshold=-0.068524999999999989 85.968825637350008 39.468990633150007 85.807518149550006 0.10500500000000003 -0.053019999999999991 62.079186690200011 0.090865000000000015 0.10211000000000002 0.084535000000000013 86.345209775600011 61.993156030000002 86.388225105700016 86.458125017100016 64.071334164850015 0.087530000000000011 0.097615000000000021 92.313586825200005 90.837623311600012 38.386256906100009 -0.046474999999999995 62.079186690200011 86.232294534150014 -0.077279999999999988 39.749124837650008 86.388225105700016 86.036037090600004 85.872041144650012 85.737618238150006 -0.089514999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 2 -2 4 8 6 -3 -8 9 21 11 -7 -12 -14 15 -15 -17 18 19 -16 -19 -4 26 25 -25 -24 27 28 29 -1
right_child=1 5 3 -5 -6 10 7 -9 -10 -11 12 -13 13 14 17 16 -18 20 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.013699011819073806 0.027236801716263189 0.099493178411005231 0.075166773732974992 -0.10076014229993152 -0.10037134125357086 0.011649815178445233 -0.049456796080994236 0.050213527213427714 0.069659802901366835 -0.088666519513849948 0.091332612879543015 -0.083192800116315899 -0.1009976980919297 0.080732672187581012 0.034626238554387935 -0.035971145084519464 0.044570146511119034 0.08650407209900296 -0.083263368228296886 -0.061059824274258184 0.0030434020418130406 -0.062308456684565354 -0.052068522982494016 0.0078555283198285444 -0.059567953377700544 0.0010445333264698447 0.040043467537863482 -0.046581910622335541 0.037420187756060583 0.01570131373127993
leaf_weight=0.18807063779367583 0.039495924798620574 0.04394907238020096 0.012097590530117774 0.029361227152499225 0.013181395690523345 0.0276998314614047 0.052705246417419138 0.063672093486786707 0.018214238083601231 0.015268453657473424 0.01329121133312583 0.025018653577717487 0.011800401733125909 0.029017819773798692 0.02222232995700324 0.035957812964625191 0.038262310335994698 0.011341577849345058 0.022020498656003085 0.020122118571927528 0.23958471537982232 0.0046096808021616189 0.048131472896785987 0.044705806696505701 0.086680186996520359 1.0159122124732796 0.078164189970266307 0.045620635608429438 0.082510049535812868 0.11856336494466524
leaf_count=328 38 14 81 27 18 14 32 40 9 49 4 28 6 24 12 16 26 9 34 45 531 17 17 36 40 1244 26 34 32 69
internal_value=-5.9803e-05 0.00346077 -0.0201819 -0.0403781 -0.0124018 0.00822154 0.0309568 0.00507459 0.0107016 -0.0228825 0.000877625 -0.0333597 0.00494628 0.00227814 0.00519 0.026682 0.00554988 -0.00184729 -0.03562 -0.0108439 0.00681573 0.0372362 -0.00168555 -0.00523423 -0.0366262 -0.00135801 0.00658499 0.00056965 0.00609738 -0.00233106
internal_weight=2.49725 0.788894 0.132229 0.0927326 0.0633714 0.656666 0.160326 0.116377 0.05019 0.0319757 0.496339 0.0527185 0.443621 0.43033 0.418529 0.103238 0.0742201 0.315291 0.0643649 0.0423444 0.250926 0.0167073 1.70836 1.19543 0.131386 1.06404 0.512929 0.434765 0.389144 0.306634
internal_count=2900 1074 239 201 174 835 86 72 156 147 749 42 707 703 697 66 42 631 91 57 540 98 1826 1337 76 1261 489 463 429 397
is_linear=0
shrinkage=0.1


Tree=681
num_leaves=31
num_cat=0
split_feature=2 4 1 1 2 2 4 2 0 2 0 1 1 0 0 4 0 3 1 4 3 0 1 2 2 0 1 1 1 3
split_gain=0.00120437 0.00678593 0.0132491 0.0104272 0.0104104 0.0157813 0.0150646 0.0242179 0.00650529 0.00714966 0.00687318 0.00556626 0.0155187 0.0100733 0.0075526 0.00541917 0.00529299 0.00446931 0.00464801 0.00420641 0.00395581 0.0080591 0.0126985 0.00761508 0.00749946 0.00497922 0.00417396 0.00444062 0.00792828 0.00508578
threshold=-0.065399999999999986 42.280042771400005 62.106071271500007 62.132955852800002 -0.053019999999999991 -0.042409999999999996 41.169697216150006 -0.057185 90.337570099350003 -0.022239999999999999 92.652332549650012 61.409760615700009 61.82916008405001 85.872041144650012 86.036037090600004 43.633733172900008 105.70748523110002 0.088395000000000015 75.18810853425002 40.712530798250008 0.10661000000000002 87.29692395375001 64.654729579150015 -0.011399999999999999 0.20327000000000003 90.437043050150024 66.318885161900013 81.320481529800006 79.900975636950008 0.10236000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 15 -4 6 -6 7 -2 9 -5 -10 -7 -13 19 -15 -3 17 18 -12 -14 21 -16 -23 -22 25 -25 -24 28 -28 -29
right_child=1 2 3 8 5 11 -8 -9 10 -11 16 12 13 14 20 -17 -18 -19 -20 -21 23 22 26 24 -26 -27 27 29 -30 -31
leaf_value=-0.0014926135481356673 -0.034896156173992124 -0.10072306017500476 0.07233014845158324 0.0060421402147608182 -0.053394844754025998 -0.050992228169245792 0.080627148171076204 0.066659793235112258 0.082381823223912701 -0.10061049887190293 0.028296262521234142 0.10012879387713357 -0.086573494077288801 0.073925452057030189 -0.033336689398440027 0.0056631131973020115 0.029724356876596005 -0.10010907123036368 -0.067172924338645593 -0.014238229458779526 0.065058585803000626 0.083235409426485774 -0.042443119132052592 0.016718047858280946 0.059911295050014239 -0.069211940166937921 0.0019456611436685402 -0.084331203012931788 0.067463095321385905 0.080973586556696522
leaf_weight=1.73556765189597 0.053609730105158793 0.022268623915291511 0.016460359373013489 0.010739477569444489 0.048470422411494241 0.015963019780468046 0.043444029070087709 0.041782715049917485 0.0093621140584616569 0.015155880797874721 0.011703282920393576 0.017936268937774003 0.015284955856053273 0.017496308829262119 0.054679408389347373 0.0060995908969529991 0.019027766455270004 0.0083067814325090694 0.0090378626300935128 0.016958612592441247 0.03060416898370022 0.021158905303309439 0.019399904424517445 0.012123499160225051 0.01355210581825271 0.015195014521589112 0.1306625175212961 0.0095856659248583515 0.021510571089855546 0.0023096140286637248
leaf_count=1848 30 77 6 13 35 54 16 23 24 37 31 9 17 14 30 25 88 35 33 23 13 27 13 13 21 27 149 143 21 5
internal_value=-5.93086e-05 0.00334888 -0.0175439 -0.000401224 0.00779883 0.000595277 0.031816 0.00958623 -0.0147675 -0.0563789 0.00399269 0.00690993 0.00922961 0.00494498 0.00989556 -0.0778484 -0.0112726 -0.0381275 -0.013304 -0.0485285 0.00650878 0.000767389 0.0098805 0.0273382 -0.000907033 -0.0310776 0.00142068 0.00660726 0.0112069 -0.0522353
internal_weight=2.46546 0.729889 0.128162 0.0997935 0.601727 0.462891 0.138836 0.0953924 0.0833332 0.0258954 0.0574378 0.414421 0.398458 0.380521 0.348278 0.0283682 0.0480757 0.0290479 0.0207411 0.0322436 0.330781 0.259307 0.204627 0.0714748 0.0408706 0.0273185 0.183468 0.164068 0.152173 0.0118953
internal_count=2900 1052 369 267 683 614 69 53 261 50 211 579 525 516 476 102 187 99 64 40 462 388 358 74 61 40 331 318 170 148
is_linear=0
shrinkage=0.1


Tree=682
num_leaves=31
num_cat=0
split_feature=0 1 0 3 1 0 1 0 0 3 4 2 2 3 0 2 3 3 0 4 4 4 3 0 0 4 2 1 3 3
split_gain=0.00120014 0.00222894 0.00196236 0.00163493 0.0061909 0.00621992 0.00577508 0.00899201 0.0102596 0.00543619 0.00802238 0.00487706 0.0069823 0.00422054 0.00397047 0.00425569 0.00964839 0.00524325 0.00361814 0.00338212 0.00350934 0.00265912 0.00840953 0.00425804 0.00346102 0.00605563 0.00378002 0.0063855 0.00400304 0.00662839
threshold=112.07913100025002 85.804829691400016 122.45926784190002 -0.098985000000000004 74.784839814650013 93.679323555450011 68.214248143850014 88.028184565250015 86.780739992750014 -0.087385000000000004 38.052786106700005 -0.033594999999999993 0.68694500000000025 -0.25095999999999996 86.036037090600004 -0.23361999999999997 -0.23958499999999999 -0.5582649999999999 101.06989495610001 41.24714903835001 42.280042771400005 47.833738492450003 1.0000000180025095e-35 91.625341543800019 97.32487278035002 48.852845034800005 -0.18126999999999999 81.320481529800006 0.079095000000000013 0.075065000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 7 8 14 10 -5 18 -13 -7 15 16 17 -1 -6 -17 -21 -11 -23 -24 25 -25 -26 -28 29 -29
right_child=1 2 -4 9 11 13 -8 -9 -10 21 -12 12 -14 -15 -16 19 -18 -19 -20 20 -22 22 23 24 26 -27 27 28 -30 -31
leaf_value=-0.0022475800173056447 -0.10015981986149947 0.0054614489382013394 -0.10005775874290193 0.027713248869181667 0.07457513004270841 0.014625975920356062 0.046945788636718028 -0.057234754653185477 0.081423218620532423 -0.00087792975314869874 -0.10037551408284578 -0.10009649862912073 0.06839691974706541 -0.079199549073884323 -0.031788772640133682 -0.0063465165830058918 0.042969545188085795 -0.10030208445338235 0.017240349107265063 0.088770276360525008 0.021484766036906688 -0.10022450930314525 0.081599297184143174 -0.1003525367254966 0.093671555858519079 0.038913926130718701 -0.10007706609845762 0.10003308190725463 0.085645479185788784 -0.10013576698327809
leaf_weight=0.0094674188456647101 0.0032906025085817107 0.012726542414542352 0.0020457524861502959 0.0078858167224664655 0.026904262425205161 0.0069509720860771998 0.028721619607875226 0.024726985343804131 0.016825107350769031 2.074043357014598 0.012869691701013042 0.0055968180788710242 0.0043873634422197938 0.015452142105765176 0.032540849184442777 0.01858648913520744 0.016022976882901205 0.012862202530676617 0.018626653649457481 0.012489519892133316 0.020432692492026061 0.0052389483990963317 0.013291626237332821 0.005954151347395964 0.0080655344172555488 0.0065645809588339432 0.0040177228857771743 0.0028435301501303903 0.0088369397817587014 0.0039555573497978003
leaf_count=20 23 175 129 17 26 21 31 39 10 1804 47 53 5 49 19 54 34 44 38 29 56 10 11 4 8 42 46 3 11 42
internal_value=-4.9992e-05 -0.0257309 -0.00915146 0.000141361 0.00746773 -0.000216921 0.00558182 -0.00166434 0.00820505 -0.000779191 -0.0517097 0.0372399 -0.0260552 -0.0500885 -0.00185935 0.00897879 -0.016241 -0.0587285 0.0511195 0.0277571 0.0470105 -0.00028356 0.0206927 0.0325269 0.0163171 -0.0273239 0.0360265 0.01237 0.0412636 -0.0164207
internal_weight=2.44222 0.0180629 0.0147723 2.42416 0.270594 0.215079 0.192676 0.163954 0.139227 2.15357 0.0207555 0.0555151 0.00998418 0.0224031 0.122402 0.0898613 0.0383526 0.0223296 0.0455309 0.0515087 0.0329222 2.13281 0.0587686 0.0535296 0.040238 0.0125187 0.0277193 0.0196538 0.015636 0.00679909
internal_count=2900 327 304 2573 528 406 336 305 266 2045 64 122 58 70 256 237 98 64 64 139 85 1981 177 167 156 46 110 102 56 45
is_linear=0
shrinkage=0.1


Tree=683
num_leaves=31
num_cat=0
split_feature=0 3 3 3 3 3 4 0 3 1 1 0 4 3 3 2 4 4 4 3 4 1 0 2 0 3 2 4 4 1
split_gain=0.00122158 0.00475153 0.00245167 0.00212215 0.00427581 0.00199327 0.00618974 0.00265089 0.00247551 0.00267025 0.00778642 0.00496387 0.00453295 0.0038283 0.00403667 0.00361613 0.00284537 0.00687242 0.00476289 0.00264259 0.00561328 0.00781892 0.00736292 0.00675267 0.00519355 0.00439991 0.00270327 0.00814468 0.0140218 0.0125186
threshold=71.249517373150013 -0.23472499999999999 -0.54481999999999997 -0.15684499999999998 0.070195000000000021 -0.25765499999999997 39.530201452500002 86.597924839850023 -0.10585499999999999 74.784839814650013 75.465019721650009 93.679323555450011 43.902382686800003 -0.21013499999999999 -0.22831499999999999 -0.16717499999999999 41.289992964000007 40.305698932850007 42.541806567400009 -1.0000000180025095e-35 41.43512228960001 62.009286778800011 97.013011637200023 -0.23361999999999997 93.776108048200015 0.048965000000000009 -0.103615 39.268993001500007 36.514114975300011 65.727424373200009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -5 6 -4 -8 9 11 -11 16 -13 14 15 -12 17 -7 -18 20 21 -10 24 -22 -23 -21 27 28 29 -27
right_child=2 3 5 4 -6 8 7 -9 19 10 13 12 -14 -15 -16 -17 18 -19 -20 25 23 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.10022362320430996 0.034319344480508378 0.070475234625463457 0.013601097099185736 -0.10013178017845599 0.029854196212231645 -0.0054913723299914573 -0.086220604303854489 -0.012142892147089144 0.05788541801722763 0.10014852115732498 0.049115215041217374 -0.10027887054985002 0.0073935657431705637 -0.026626284698228472 0.077771194039413669 -0.056504204722108924 -0.043605197907192791 0.06111744542702427 0.016551512660816461 0.039036238558199321 0.033724347468988294 -0.0095179303842156046 0.035263622990676043 -0.10029789554386551 -0.07943958739282779 0.090036808169548052 -0.0027166203293949214 0.012081171813436089 -0.040108032247083591 -0.022706386576161936
leaf_weight=0.0058889333906256549 0.020829798742080796 0.0037926268826140577 0.024307123543917952 0.0039195839827783924 0.0071411940025711829 0.033359701799340669 0.013805050294892318 0.007431143749292878 0.015778522994840172 0.012246842277818359 0.0065109194482628752 0.008237919057023646 0.0074422916369130112 0.017247675362952464 0.0115767149008974 0.0064556308443872723 0.020796564866031986 0.028916552530972695 0.035848990320005214 0.028550504467149351 0.0051021705577998224 0.021942014146753869 0.01653813659907688 0.014285128484038762 0.020592239362898113 0.019180507859524396 1.4809120124061863 0.42458888295722746 0.084267011454793733 0.020242645674301771
leaf_count=65 39 17 68 51 13 48 25 41 22 6 11 15 37 50 24 44 15 22 49 12 26 20 43 46 23 18 1338 516 117 79
internal_value=-4.75435e-05 -0.0242116 0.000160691 0.00592497 -0.0162087 -0.000137494 -0.0208573 -0.0602987 0.000265668 0.0112499 0.0300274 0.00371144 -0.0491743 0.00947833 0.0348507 -0.00346932 0.0106846 0.0254369 -0.00553412 -0.000697196 -0.0170721 -0.00465112 -0.0213549 -0.0650272 -0.0433693 5.2723e-05 -0.000495771 0.00550278 -0.0170787 0.0321464
internal_weight=2.42774 0.0207423 2.40699 0.0148534 0.0110608 2.38616 0.0455433 0.0212362 2.34062 0.18864 0.0540378 0.134602 0.0156802 0.0417909 0.0245433 0.0129666 0.118922 0.0622763 0.0566456 2.15198 0.0942382 0.0748509 0.0590724 0.0193873 0.0425343 2.05774 2.02919 0.548279 0.12369 0.0394232
internal_count=2900 146 2754 81 64 2715 134 66 2581 321 135 186 52 129 79 55 134 70 64 2260 180 108 86 72 43 2080 2068 730 214 97
is_linear=0
shrinkage=0.1


Tree=684
num_leaves=31
num_cat=0
split_feature=2 0 4 0 3 2 0 3 2 0 0 0 0 0 3 2 2 3 2 3 2 1 3 1 1 2 2 4 3 2
split_gain=0.0014005 0.00715814 0.0100012 0.0149321 0.0118037 0.00992264 0.0256521 0.01773 0.00913418 0.00835197 0.0060872 0.0154188 0.00832422 0.0114356 0.00525504 0.0146386 0.0154785 0.0133726 0.00951027 0.00598823 0.00844202 0.00573806 0.0097708 0.00751759 0.00566631 0.00559814 0.0055364 0.00670186 0.00509759 0.0050967
threshold=-0.065399999999999986 85.968825637350008 39.468990633150007 85.807518149550006 0.10500500000000003 -0.053019999999999991 86.780739992750014 0.090865000000000015 -0.011399999999999999 85.678472159250006 86.036037090600004 86.345209775600011 86.388225105700016 86.458125017100016 0.084795000000000023 -0.033594999999999993 -0.024989999999999998 0.076080000000000023 -0.021344999999999999 0.087265000000000023 -0.01762 76.763544998700013 0.099425000000000027 68.321786469100019 77.656113098000006 -0.042409999999999996 0.26462000000000008 36.514114975300011 -0.09182499999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 8 6 -3 -8 9 -4 -7 -12 -13 -14 17 -16 -17 25 -18 -20 -21 22 -22 -24 -23 -15 27 -27 29 -29
right_child=1 5 3 -5 -6 10 7 -9 -10 -11 11 12 13 14 15 16 18 -19 19 20 21 24 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0015831836294836138 0.024738289095810734 0.090563960308564687 -0.012594738313768944 -0.10066394560733492 -0.10031472731715499 0.072091470126960086 -0.071149808886751806 0.035133824876626474 -0.043825789116562333 0.098531688176630605 -0.062876849918665115 0.088362951104767468 -0.10086819162079635 0.084122064202512822 -0.066564422203114676 0.065581681299565042 -0.10069720805174283 0.062644344627030155 -0.065457422272356944 0.069186912124863803 -0.051053854151210998 0.092619029799039077 0.038565006388587751 -0.038626123679209833 0.0054286223891766372 0.03486851138528204 0.043222533108869622 0.014656746326090295 -0.078102434238840682 -0.058890072173490217
leaf_weight=1.714728063138288 0.036565797402925704 0.047810815900447778 0.012032041501590651 0.026047320690629761 0.011254526156918132 0.012010026905954874 0.025401802150138986 0.041076132115733799 0.016746134279465863 0.015444746051798575 0.035955406289758685 0.011744501942303032 0.010336836821807083 0.0072366669148209431 0.031874459180899678 0.036296529399251626 0.010025181051787485 0.050009458103379478 0.013054537611519507 0.018127115634229057 0.044035337037797731 0.010476971038357874 0.036582328171789413 0.01925863059295807 0.025828493789392268 0.017742443859366325 0.01767854213730935 0.0235080326031607 0.018844262164896541 0.015725352161304329
leaf_count=1848 38 17 40 27 18 5 23 27 107 6 37 4 6 6 30 28 4 118 57 6 59 12 30 35 108 27 62 18 42 55
internal_value=-4.5459e-05 0.00372821 -0.0187153 -0.0382053 -0.0088802 0.00829278 0.0346995 -0.00547808 0.0143895 0.0498696 0.00182127 -3.62461e-05 0.00536418 0.00296703 0.00567537 -0.00334691 0.00608297 0.0203724 -0.00609141 -0.000424462 0.00507733 -0.00345628 -0.0158322 0.0119431 0.0305899 -0.000613204 -0.0071716 -0.0189217 -0.0353544 -0.014822
internal_weight=2.41346 0.69873 0.118091 0.0815248 0.0554774 0.58064 0.114289 0.0664779 0.0442229 0.0274768 0.466351 0.454341 0.418386 0.406641 0.396304 0.24556 0.213685 0.150745 0.177389 0.167363 0.154309 0.136182 0.0998763 0.055841 0.0363055 0.100735 0.0934986 0.0758201 0.0580776 0.0392334
internal_count=2900 1052 236 198 171 816 67 50 153 46 749 744 707 703 697 369 339 328 311 307 250 244 124 65 120 210 204 142 115 73
is_linear=0
shrinkage=0.1


Tree=685
num_leaves=31
num_cat=0
split_feature=3 3 3 0 4 0 1 4 2 3 2 2 1 4 4 3 0 0 0 4 3 0 2 0 1 1 0 1 4 4
split_gain=0.0013721 0.0139624 0.0042433 0.00473054 0.0100493 0.0110794 0.00963721 0.00669614 0.00723383 0.00680688 0.00424308 0.012327 0.0110597 0.00890761 0.00647172 0.00412058 0.00215502 0.00847255 0.00670114 0.00722049 0.00451233 0.00428947 0.00502586 0.00398621 0.0144117 0.0126412 0.00883595 0.0058472 0.0148931 0.0132565
threshold=0.10236000000000002 0.10176000000000003 0.10332500000000001 87.181320254150009 35.131296350900008 99.744485097750015 80.677940036650014 38.592454371550012 -0.082885 0.12191500000000002 -0.069554999999999992 -0.053019999999999991 61.944763783650011 41.028010303750008 40.79983011445001 0.11360500000000003 84.95796538030001 85.253695774650012 83.992808911450012 39.468990633150007 0.096845000000000028 76.591483678350016 -0.23557500000000001 85.716110573100011 61.993156030000002 61.960894532450006 85.807518149550006 62.095317438950012 39.749124837650008 42.988308018450006
decision_type=2 2 2 2 2 2 2 2 2 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 -2 10 -5 7 -7 15 -9 -10 12 -12 -4 -13 -14 -6 18 -18 19 20 -1 -21 -23 24 25 -19 -25 28 -28 -30
right_child=2 -3 3 4 5 6 -8 8 9 -11 11 13 14 -15 -16 -17 17 23 -20 21 -22 22 -24 26 -26 -27 27 -29 29 -31
leaf_value=-0.076919883078492846 -0.034637454313335127 0.079326385894918458 0.0081142688619954273 -0.060522541289490653 0.09696665283687389 -0.089744679875014055 0.013568867859319373 0.053885303935545185 -0.02576108399319554 0.043803442749127085 0.05506247596915706 0.025560044709962489 -0.0269923936903054 -0.052737292786614758 -0.10028301291519254 0.030865998339531832 0.051801929737045005 -0.032562101276899992 -0.076093082376002569 -0.0064202661951618285 0.023885451556978972 -0.01751081176052453 0.072513000817841899 0.035544508070709309 -0.090614996484908852 0.044734959451452484 0.039054544141513187 0.003002366305867464 -0.030193239209101649 0.020374288329081714
leaf_weight=0.018063287667809833 0.043945966868061626 0.022535199852734 0.043571308908212814 0.018642645544649339 0.019914513216200191 0.016169038131465634 0.020446399958839297 0.033428817202548075 0.043815530363644953 0.020716736661380963 0.02960510743650957 0.023249030664373976 0.025706966933100261 0.03874415416034438 0.022675833760473552 0.017914259817470496 0.032257621493954391 0.05040077401572407 0.01470120826927257 0.052315694998113074 0.005887962767189058 0.0093487284414068839 0.018421192820743504 0.072091032619937212 0.022065340274803447 0.036464789474848658 0.050338083513224663 1.2508271171453258 0.24654170563263733 0.065646671235981557
leaf_count=115 23 22 24 35 21 28 50 30 36 28 19 21 13 39 33 21 15 41 17 177 7 25 49 26 58 10 20 1753 113 31
internal_value=-4.10093e-05 0.00106481 -0.00524033 -0.00179163 0.00922326 0.0167651 -0.0320534 0.0299289 0.0161294 -0.00342885 -0.0132563 0.00197727 -0.028431 -0.0233738 -0.0613419 0.0656639 0.000158231 0.00100681 -0.0128961 -0.00396588 -0.0521388 0.0104412 0.0422065 9.36643e-05 -0.0184461 -0.000114018 0.0012919 -0.000238644 -0.0114211 -0.0195599
internal_weight=2.38645 1.96791 0.418546 0.3746 0.191048 0.172405 0.0366154 0.13579 0.0979611 0.0645323 0.183552 0.0915983 0.0919541 0.0619932 0.0483828 0.0378288 1.94537 1.82663 0.118738 0.104037 0.0239513 0.0800856 0.0277699 1.79438 0.108931 0.0868656 1.68544 1.61335 0.362526 0.312188
internal_count=2900 2479 421 398 249 214 78 136 94 64 149 79 70 60 46 42 2457 2067 390 373 122 251 74 2052 109 51 1943 1917 164 144
is_linear=0
shrinkage=0.1


Tree=686
num_leaves=31
num_cat=0
split_feature=2 0 4 0 1 2 3 0 3 3 2 3 1 1 2 0 4 4 2 2 1 4 1 0 2 2 1 1 3 1
split_gain=0.00129267 0.00740523 0.00962784 0.0124675 0.00942705 0.0226646 0.00941313 0.00826362 0.00748174 0.0104021 0.00731479 0.0115771 0.00524882 0.0049977 0.00937751 0.00821181 0.00658061 0.00591401 0.00526595 0.00476007 0.00759428 0.0195582 0.00373749 0.010492 0.0182308 0.0100921 0.00995315 0.00450426 0.010995 0.00928293
threshold=-0.068524999999999989 85.968825637350008 39.468990633150007 85.807518149550006 62.079186690200011 -0.048664999999999993 0.10500500000000003 86.388225105700016 0.10211000000000002 0.084535000000000013 -0.031989999999999998 0.09642000000000002 62.079186690200011 63.431481129800005 -0.060760000000000002 90.259604813550013 38.703421923500009 42.072181850200003 -0.054494999999999995 -0.074434999999999987 62.020040611300011 39.420767558750008 75.465019721650009 94.832672093450014 -0.091399999999999995 -0.078219999999999998 75.551050381850018 72.026481772850005 0.091885000000000022 72.953999827850012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 2 -2 6 5 -3 8 -6 9 12 -7 -12 -4 17 -15 16 -16 -9 -17 22 -21 -22 23 -1 27 26 -24 28 -25 -29
right_child=1 4 3 -5 7 10 -8 13 -10 -11 11 -13 -14 14 15 18 -18 -19 -20 20 21 -23 25 24 -26 -27 -28 29 -30 -31
leaf_value=0.00061663490983674253 0.023369234205341947 0.099200707259535059 0.070882303530393501 -0.10059591813183505 -0.062791182162380929 -0.033871202813351931 -0.10027920773013253 0.05081076025395042 0.064332503580484729 -0.086151767290367651 -0.007644573105687307 0.084577359847082839 -0.059261756929364022 -0.086467526332206543 -0.0016906936752969217 0.047193961235740489 -0.090369621598261229 -0.00056048631986717681 0.0028460169797415607 0.010758276403842118 0.021162257862616829 -0.1005172209068816 0.088448593720137664 -0.055355147427333377 -0.1003016466320113 0.073519348451115268 -0.00088178408708565123 0.069042659715739238 0.043306477421474289 -0.021368843405705988
leaf_weight=1.1942981706051945 0.035279980502754271 0.036131750559434295 0.010921645249031497 0.023417637904685762 0.019188564392607077 0.031031991704367101 0.010094892004310907 0.04517197371524162 0.01492380091076484 0.013680117610354259 0.037123310671404397 0.021493404145985551 0.0043265708698641001 0.012419413544809244 0.017125582373409998 0.029636235942973599 0.016364005539152293 0.044473492162069306 0.27733514926123881 0.037560727811069096 0.02329561524204251 0.030510878611452963 0.013269295945732978 0.041947719790680793 0.028221973313218629 0.023416810292104073 0.2077762992835013 0.018199641892103102 0.015457662494782198 0.030201849595790975
leaf_count=880 38 14 81 27 14 11 18 29 9 49 26 27 17 27 10 22 34 17 604 10 23 23 10 61 55 13 653 12 19 67
internal_value=-4.17672e-05 0.00356317 -0.0199236 -0.0396661 0.00806646 0.0323362 -0.0132174 0.00145487 0.00682453 -0.0228432 0.00538739 0.0261711 0.0339549 0.00424068 -0.00111564 0.00199785 -0.0450218 0.0253253 0.00712754 -0.00155843 -0.023748 -0.0478359 -0.000269376 -0.00236064 -0.0288904 0.0110938 0.00448069 -0.00984277 -0.0287883 0.0126272
internal_weight=2.3643 0.70014 0.112645 0.0773647 0.587495 0.12578 0.053947 0.461714 0.0438521 0.0289283 0.0896487 0.0586167 0.0152482 0.442526 0.35288 0.340461 0.0334896 0.0896455 0.306971 1.66416 0.0913672 0.0538065 1.57279 1.32833 0.134029 0.244462 0.221046 0.105807 0.0574054 0.0484015
internal_count=2900 1074 239 201 835 78 174 757 156 147 64 53 98 743 697 670 44 46 626 1826 56 46 1770 1094 214 676 663 159 80 79
is_linear=0
shrinkage=0.1


Tree=687
num_leaves=31
num_cat=0
split_feature=2 4 2 3 2 3 2 4 2 2 1 3 4 2 3 3 3 0 0 1 3 1 3 4 2 2 2 2 2 4
split_gain=0.00124649 0.00236607 0.00204166 0.00485919 0.0032649 0.00556219 0.00611991 0.00530576 0.00475862 0.00321766 0.0100275 0.00258584 0.00235156 0.00233338 0.00968677 0.00340251 0.00329147 0.00201214 0.0120922 0.0128478 0.0109622 0.0186227 0.0167842 0.00813894 0.00865367 0.013371 0.0121486 0.00866903 0.00821819 0.0095415
threshold=-0.62958999999999998 40.580626202750004 -0.59309999999999985 0.093760000000000024 -0.50001499999999999 0.098200000000000023 -0.58180999999999994 40.08085804200001 -0.5422499999999999 -0.26138499999999998 62.305017173150013 0.43644500000000008 41.028010303750008 -0.24299000000000001 0.093295000000000031 -0.10778500000000001 -0.11050499999999999 89.057864029250013 89.458444290650007 62.837331883000012 0.090865000000000015 63.910026677050006 0.090390000000000012 39.420767558750008 -0.071129999999999985 -0.095019999999999993 -0.101965 -0.117115 -0.054494999999999995 36.514114975300011
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 7 -4 -8 10 -6 13 -2 14 15 16 -11 -15 -19 -20 21 -21 -23 24 25 26 27 -22 -26 -30
right_child=2 -3 4 -5 9 -7 8 -9 -10 11 -12 -13 -14 17 -16 -17 -18 18 19 20 23 22 -24 -25 28 -27 -28 -29 29 -31
leaf_value=0.010747300879910996 -0.052203543550608078 -0.044317154951319535 0.08322179265493769 0.047513332879854375 0.081736193301383486 -0.10038149252360729 -0.10027262460225357 -0.024567489171257895 -0.00089720264700354031 -0.10005242332202612 -0.023234668348149544 -0.037302244920818205 0.016832097148683733 -0.0023833263124863353 0.058150417892801981 -0.10025206021548512 0.083058154037046611 0.050273507701818133 -0.1008983249300506 0.093515630957216878 0.040931061276895386 0.0015934401678033454 0.062225681455033016 -0.028229058477196374 0.062560969015046125 -0.070552644865490843 0.080885081567565728 -0.077706519847137404 -0.058328612872945045 0.029606445764040548
leaf_weight=0.014076760924152443 0.0097565117291268377 0.017510036130044648 0.0094720432540271737 0.027961432653853535 0.018401017331572025 0.0083579234170580996 0.0094293893145833696 0.0088179016697407242 0.0098544670851704597 0.0017029838859169413 0.018004524626598448 0.018578729585093767 0.0099825668969066861 1.1268110432023544 0.0082501696798984447 0.012505913763214416 0.0023176391259767115 0.05296990051917827 0.012171264475909993 0.025803553077821673 0.010505813380578433 0.53967173844064886 0.049874800703456401 0.16187198234896427 0.034469949609388095 0.032097378148989573 0.016855153954295377 0.014886999904346866 0.018468042894085823 0.037183145469707635
leaf_count=28 27 21 17 31 19 21 37 26 32 45 41 24 26 902 9 41 2 20 4 18 23 1050 19 229 23 47 12 22 40 44
internal_value=-4.70078e-05 -0.0197775 0.000223133 0.0206967 -0.000209119 -0.0265979 -0.0101854 0.0312547 -0.0494896 0.000338491 0.0298224 -0.000154564 -0.0172904 0.000165188 -0.0303463 -0.0745245 0.00549944 0.0005195 0.00376825 0.00118571 0.00250514 0.0103623 0.00672284 -0.0123105 0.00335686 -0.0218982 0.0150665 -0.0286224 0.024191 0.000424887
internal_weight=2.33862 0.0315868 2.30703 0.0477005 2.25933 0.0459317 0.0375738 0.0182899 0.0192839 2.2134 0.0364055 2.177 0.0197391 2.15842 0.0247767 0.0165265 0.00402062 2.13364 1.00683 0.95386 0.941689 0.61535 0.589547 0.326338 0.164466 0.0743453 0.042248 0.0253928 0.0901211 0.0556512
internal_count=2900 49 2851 84 2767 133 112 43 69 2634 60 2574 53 2550 97 88 47 2453 1551 1531 1527 1087 1069 440 211 104 57 45 107 84
is_linear=0
shrinkage=0.1


Tree=688
num_leaves=31
num_cat=0
split_feature=2 1 1 0 1 0 2 2 2 2 1 0 2 0 0 4 4 2 0 1 4 4 2 0 3 3 3 2 2 3
split_gain=0.00113339 0.00554074 0.005982 0.00780118 0.00781663 0.0115818 0.0114719 0.0107409 0.00955575 0.00917562 0.00656762 0.00917509 0.00460497 0.00428307 0.0147488 0.0104891 0.0335679 0.0109828 0.0112676 0.0104045 0.00933861 0.0248527 0.0380384 0.0137465 0.0133316 0.0120757 0.0139273 0.0186953 0.0115667 0.010805
threshold=-0.065399999999999986 61.409760615700009 61.767325547050007 85.968825637350008 62.245871094250013 88.028184565250015 -0.048664999999999993 -0.033594999999999993 -0.060760000000000002 -0.016334999999999999 62.025417527550012 85.775256651950016 0.0023400000000000005 86.232294534150014 86.388225105700016 42.102795028150005 41.348489042950007 -0.10282499999999999 86.001087134900004 62.084563606450011 42.280042771400005 41.395309858300003 -0.13978499999999996 89.665455566700004 0.082775000000000029 0.087725000000000011 -0.072169999999999998 -0.092624999999999999 -0.091779999999999987 0.098200000000000023
decision_type=2 2 2 2 2 2 2 2 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 10 6 -6 -5 -8 -7 -9 11 -4 -11 15 -15 16 -1 18 -17 -19 21 25 -23 -24 -25 26 28 -28 -16 -27
right_child=1 2 3 4 5 8 7 9 -10 12 -12 -13 -14 14 20 17 -18 19 -20 -21 -22 22 23 24 -26 29 27 -29 -30 -31
leaf_value=-0.012444394380084746 -0.047549154396080373 0.067344950496696296 -0.00083470282166131613 0.064864452321436478 -0.10047621787610655 -0.10027461974396326 -0.036396099171691731 0.068093430018694806 0.0054378571276523487 -0.035305873154360991 0.028446695123394518 -0.081127875712512967 0.029983503730184054 -0.056152903988550766 -0.013639530936952719 0.0026182869762794944 0.062160294617940419 -0.012048878644875704 0.093783976094140853 -0.077835249045969321 0.0094582035170243939 0.040675015031318248 -0.092721311629767156 0.050958619052202551 -0.06084374793778298 0.024548626976260011 -0.013320476894726345 -0.10054693855513397 0.082772307068407713 -0.012466353240039484
leaf_weight=0.13389365278570983 0.020583808020836925 0.015105509839486331 0.027109383332103221 0.051870674869860522 0.011175135529185809 0.0087626322149454428 0.036716938935569488 0.034081116573361214 0.35389503825634294 0.020725280790429679 0.016619211402579159 0.029959284234934103 0.022564567735571472 0.053188653335382585 0.033730241934022187 0.090807268123923146 0.10974211083885166 0.11176341518206903 0.015936403826344758 0.030629248776449458 0.42352414236031932 0.042452288438093344 0.083838539168937132 0.01538849355049976 0.034750449563436092 0.23477167957400763 0.081140566595487934 0.035245005031666526 0.019717949384613576 0.11875306286495529
leaf_count=192 119 7 28 21 14 14 13 25 683 15 60 26 27 21 91 142 39 81 9 29 571 48 25 11 53 190 130 40 18 158
internal_value=-4.13042e-05 0.0035042 0.005176 0.00364524 0.00781168 -0.000206173 0.0258724 0.00814449 0.0028836 0.0292815 -0.0268755 -0.0429861 -0.00127419 -0.00142012 -0.00469836 0.00640673 0.0211602 -0.00802099 0.016229 -0.0261998 -0.002262 -0.00935527 -0.0418129 -0.0679502 -0.0265297 0.00158655 -0.0203291 -0.0397352 0.0219284 0.0121149
internal_weight=2.31844 0.649169 0.628585 0.613479 0.539791 0.373833 0.165959 0.114088 0.362658 0.077371 0.0736879 0.0570687 0.0432898 1.66927 1.1765 0.492772 0.243636 0.249136 0.106744 0.142393 1.12331 0.699788 0.17643 0.133977 0.0501389 0.523359 0.169834 0.116386 0.0534482 0.353525
internal_count=2900 1052 933 926 812 711 101 80 697 67 114 54 42 1848 1356 492 231 261 151 110 1335 764 137 89 64 627 279 170 109 348
is_linear=0
shrinkage=0.1


Tree=689
num_leaves=31
num_cat=0
split_feature=1 1 3 2 1 0 4 0 3 0 4 1 4 3 3 2 3 3 1 2 2 3 3 0 4 3 3 4 0 2
split_gain=0.00120946 0.00654964 0.00347448 0.00461464 0.00722545 0.00581187 0.00505523 0.00387336 0.0034053 0.00300613 0.00547812 0.00478797 0.00252913 0.00220063 0.00408085 0.0021308 0.00397672 0.0037372 0.0034567 0.00332359 0.00321222 0.0023413 0.00372263 0.00666159 0.00544466 0.00342735 0.00545748 0.00626395 0.00411977 0.0104775
threshold=81.524804347700012 82.011415269350024 0.095845000000000027 -0.15895000000000001 89.619751778500017 104.86330937810001 42.406961525800007 113.28087178455002 0.075065000000000021 103.44649194340002 46.650420857800007 80.677940036650014 48.315732392000008 0.075065000000000021 0.086230000000000015 0.20327000000000003 0.11263500000000003 -0.11050499999999999 70.133807249000014 0.25677000000000011 0.17273000000000005 0.12746000000000005 0.25847000000000003 85.901614184050018 39.468990633150007 0.11308000000000003 0.11614000000000002 40.922041107600009 98.201310130900012 -0.075174999999999992
decision_type=2 2 2 2 2 2 2 2 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 -3 8 -7 13 -5 11 -11 15 -9 -8 -15 20 17 -17 19 -19 21 25 -23 -24 -25 28 -27 -28 -1 -30
right_child=1 2 -4 5 -6 6 7 12 -10 10 -12 -13 -14 14 -16 16 -18 18 -20 -21 -22 22 23 24 -26 26 27 -29 29 -31
leaf_value=0.0011680422303375594 -0.10024701581933489 0.063823858819186563 -0.069324135894536759 0.0099453039008608191 -0.10005774567189041 -0.1000696743705299 0.08285529710651246 -0.10013545336819206 -0.10015462804233288 -0.072340337344857411 0.026488387053072101 0.039847792554793406 0.0057036058093651735 -0.049447672709387075 0.054112820132787003 0.044308534889485926 0.064270472662283237 0.0059052427055949538 0.032047706514909229 -0.061527180100453244 -0.035480646279882566 -0.049585037535934372 0.059999198958969394 0.027356178356094205 -0.053152134261040075 0.066651900311972656 -0.034049284300779421 0.048085116559948939 -0.0040179301437865394 -0.082544564585550484
leaf_weight=1.7957918141823923 0.0076003907570540838 0.019372242154437561 0.0072485225747457296 0.0039276735862137863 0.0031241949371350356 0.0039688096598304778 0.0080299480396206491 0.0036816707997790049 0.0098647593335172701 0.014808624169686868 0.0090281214859686543 0.030950746244115979 0.0058377376676530604 0.005725666017212915 0.011343657033901167 0.017621142839516324 0.014292365350804914 0.013885163303385295 0.013191703834735335 0.015433368201407172 0.025726983395315872 0.024186339506382298 0.012915253297251184 0.013256400090640302 0.022930759613771556 0.020194464629071152 0.02102867940801012 0.016627205354694752 0.091875700989341169 0.020846427475813445
leaf_count=1585 34 60 102 24 101 170 12 48 41 53 25 28 47 45 13 24 19 20 25 34 27 32 9 21 31 20 21 22 148 59
internal_value=-5.53771e-05 -0.0114352 -0.00321599 0.00318371 0.0410648 -0.0130857 0.00682898 0.0190842 -0.0688015 0.000409885 -0.0349091 0.000797718 -0.0352301 0.039684 0.0193749 0.000232887 0.0168566 0.00558701 -0.0104637 -0.0295914 -0.000366131 7.67828e-05 -0.0174727 -0.0016551 -0.0236596 0.000730872 0.0247105 0.0022177 4.00901e-06 -0.0185404
internal_weight=2.28432 0.0897253 0.0821249 0.0748764 0.0224964 0.0523799 0.0385875 0.0346187 0.0137924 2.19459 0.0238367 2.17075 0.00951941 0.0250993 0.0170693 2.1398 0.0744237 0.0601314 0.0425102 0.0293185 2.06538 2.03965 0.0732888 0.0491024 0.0361872 1.96636 0.0578503 0.0376559 1.90851 0.112722
internal_count=2900 697 663 561 161 400 335 165 65 2203 78 2125 95 70 58 2097 122 103 79 54 1975 1948 93 61 52 1855 63 43 1792 207
is_linear=0
shrinkage=0.1


Tree=690
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 1 1 4 0 3 4 4 2 2 1 4 2 1 3 3 4 4 3 0 1 2 4 2 2 3
split_gain=0.0012185 0.0145921 0.00400732 0.00674953 0.00430149 0.00464525 0.0156689 0.0111961 0.0107464 0.00893974 0.00850714 0.0120927 0.00750148 0.00909291 0.0174057 0.0122781 0.0135207 0.0042295 0.00376922 0.0144159 0.00688955 0.0137129 0.00760698 0.00694551 0.00624332 0.00740913 0.00546673 0.00677917 0.0223765 0.0121443
threshold=-0.081474999999999992 -0.082314999999999985 -0.080319999999999989 -0.079824999999999993 61.409760615700009 62.245871094250013 62.106071271500007 41.028010303750008 88.028184565250015 0.093295000000000031 42.428475018400007 41.872669623500009 -0.079074999999999993 -0.060760000000000002 77.898074329750017 38.994321257850011 -0.072569999999999982 62.009286778800011 0.083185000000000023 0.082620000000000013 36.514114975300011 37.020641110850008 0.084365000000000009 89.458444290650007 65.727424373200009 -0.11808 43.411469133450005 -0.092289999999999997 -0.088329999999999992 0.093760000000000024
decision_type=2 2 2 2 2 2 2 2 2 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 6 7 9 -7 -6 11 17 -10 14 15 16 -14 -9 19 -1 24 -22 23 -23 -20 -26 27 29 -29 -24
right_child=2 -3 3 4 5 8 -8 10 12 -11 -12 -13 13 -15 -16 -17 -18 -19 20 -21 21 22 26 -25 25 -27 -28 28 -30 -31
leaf_value=-0.004528689434546586 0.033305369465827149 -0.074761562355060915 -0.059210163675371845 -0.043207252271488791 -0.002264186975482163 -0.078333450032601462 0.050920706575956792 0.0093237421202951743 0.064118113253766762 0.047060973812095792 0.031404677270451986 -0.070692152408046688 -0.073621648755338387 0.0049792359619376947 0.032203290938663177 -0.094265332833491478 0.059938502293567834 -0.030646989953518888 0.064992538126229127 -0.09417883479856598 -0.084272400365713263 0.0049338686744682192 0.018975181547874521 0.067185888221714118 -0.064475659410204597 0.050604378400955101 0.024134390353729707 -0.068501237849931909 -0.00010899021538203096 -0.014860550650748029
leaf_weight=0.31606903897588928 0.040763327875238176 0.02703584600514175 0.018092008841335883 0.020164037382152666 0.073934980187118526 0.018282877043568291 0.080380799972772365 0.063556101408948962 0.017466078647402183 0.073046937412073021 0.032733093441532191 0.041624304196627548 0.015779511537918008 0.34877274634447009 0.031790134393946373 0.039011700288146045 0.01458576257294911 0.045371910075118649 0.032618711327767572 0.019015717344597005 0.018634867937015631 0.039045647743478185 0.24866850887936126 0.033129141549608221 0.010562344393303273 0.01189506144072177 0.081381856082162418 0.061803206102013064 0.21171833989065025 0.18498886911318529
leaf_count=791 22 33 11 119 38 58 34 30 7 38 42 32 20 683 35 30 23 19 33 23 21 20 164 26 53 38 90 48 110 209
internal_value=-5.65294e-05 -0.00206516 0.0026136 0.00127494 0.00246894 0.00349647 0.0113256 0.00168889 -0.00312302 0.0222494 -0.0147992 -0.0248448 -0.000181117 -0.00267713 -0.0290724 -0.0571503 -0.0094669 -0.00732531 -0.000517026 -0.00961624 0.00274588 0.00059699 0.00243441 0.0335083 0.037056 -0.00352097 -0.000409704 -0.00323423 -0.0155625 0.00454159
internal_weight=2.27192 1.29657 0.975356 0.934593 0.916501 0.896337 0.410648 0.330267 0.485689 0.146982 0.183285 0.150552 0.467406 0.44994 0.101167 0.069377 0.0303653 0.108928 1.26953 0.335085 0.934447 0.87937 0.860736 0.0721748 0.0550761 0.0224574 0.788561 0.707179 0.273522 0.433657
internal_count=2900 1659 1241 1219 1208 1089 233 199 856 76 123 81 798 791 108 73 43 49 1626 814 812 688 667 46 124 91 621 531 158 373
is_linear=0
shrinkage=0.1


Tree=691
num_leaves=31
num_cat=0
split_feature=0 1 1 3 3 0 3 3 2 2 2 2 4 0 4 4 4 2 3 3 3 1 2 3 0 0 2 4 3 4
split_gain=0.00105785 0.00350068 0.0028271 0.00191028 0.00195012 0.00296967 0.0022337 0.00193371 0.00251283 0.00393837 0.00158989 0.00134783 0.00128725 0.00405445 0.0033739 0.00747217 0.00567022 0.00516173 0.00304452 0.0116256 0.00513833 0.00474349 0.00521424 0.00657621 0.00293071 0.00594536 0.00324763 0.00281696 0.00513712 0.00192959
threshold=105.98708487665002 84.600400448950026 85.097765203050002 0.090025000000000022 0.089850000000000027 110.50907145210002 0.07870000000000002 -0.1444 -0.16187499999999996 -0.046474999999999995 -0.044409999999999998 -0.15758999999999998 48.852845034800005 71.249517373150013 44.527357125550004 44.086690780350004 44.758188263300006 -0.095714999999999995 -0.52484999999999993 -0.25095999999999996 -0.23472499999999999 64.84561010645001 -0.15895000000000001 0.085715000000000027 97.32487278035002 95.762878606550018 -0.098345000000000002 48.008184682100008 -0.21013499999999999 43.902382686800003
decision_type=2 2 2 2 2 2 2 2 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 10 -3 4 5 -4 7 8 -7 -10 -2 -9 14 -14 15 29 -16 -17 -15 -20 -21 -22 -23 -24 25 26 27 28 -18 -1
right_child=1 2 3 -5 -6 6 -8 11 9 -11 -12 -13 13 18 16 17 24 -19 19 20 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00022583065051695952 -0.10011316660151333 0.072322928685281562 -0.1000384187924464 -0.10010666063625417 0.099220971245579714 0.062112612557657314 -0.10003697228308117 -0.0086535935889487329 -0.10011984941613457 0.039576701069389895 -0.030609613511775352 0.094086532179146781 -0.051746145001897684 0.068244143366813878 -0.10040672367920418 0.086461101517236433 0.03616730784294106 0.0044399456153329277 -0.10027549844754496 0.10015567648643196 -0.068982287474816259 0.06987536699625338 -0.10014878917396607 0.06058843284973247 0.029994265290092637 -0.10024698741718496 0.038430242095785674 0.0082681994539514827 -0.079691370837719017 -0.024597494746241021
leaf_weight=1.9927527764226893 0.0052676155882910311 0.0049986067098233234 0.0031301902927620131 0.0021459382707280572 0.0017755204814972501 0.0035800233143423706 0.0018389096096060832 0.0018527900324907358 0.00456322198184722 0.0036183497482999974 0.008771706883361291 0.0041080717009914685 0.0082817132069975541 0.011870897491462529 0.0080104990807691734 0.016949034585638068 0.0052375490025348128 0.01401869954748497 0.0077680973662097577 0.0089535932056605816 0.0056192299783788249 0.015108593660819732 0.0052809853693105459 0.0049135443987324834 0.013639410624449511 0.0082154185340073127 0.01139141280696343 0.015887841803390756 0.014210687822353407 0.031814399876740729
leaf_count=1875 40 10 89 104 4 23 110 38 34 28 36 33 13 4 31 23 37 25 12 2 8 29 95 4 32 14 31 21 55 40
internal_value=-6.77607e-05 -0.0151348 0.00331968 -0.0096409 -0.0017064 -0.00960355 0.00486775 0.0157528 -0.00776274 -0.0383382 -0.0566877 0.0621522 0.000244897 0.0138102 -0.000186449 0.000581428 -0.0207941 0.0493312 0.0229326 0.0116429 0.0334453 0.0141293 0.0325864 -0.0226769 -0.0114952 -0.0217949 -0.00800177 -0.0229702 -0.0484898 -0.000164247
internal_weight=2.24558 0.0456509 0.0316116 0.026613 0.0244671 0.0226916 0.0195614 0.0177225 0.0117616 0.00818157 0.0140393 0.00596086 2.19992 0.0677967 2.13213 2.05553 0.0765928 0.0309677 0.0595149 0.047644 0.0398759 0.0309224 0.0253031 0.0101945 0.0685823 0.0549429 0.0467275 0.0353361 0.0194482 2.02457
internal_count=2900 549 473 463 359 355 266 156 85 62 76 71 2351 167 2184 1963 221 48 154 150 138 136 128 99 190 158 144 113 92 1915
is_linear=0
shrinkage=0.1


Tree=692
num_leaves=31
num_cat=0
split_feature=2 2 3 2 3 3 4 3 2 2 2 0 0 0 0 2 3 3 2 4 4 4 4 2 1 3 1 1 0 2
split_gain=0.000987515 0.012518 0.00416139 0.0176686 0.0144593 0.0152566 0.008722 0.0104176 0.0101784 0.00900312 0.025324 0.00730288 0.0137612 0.00602271 0.00818974 0.00661654 0.00557685 0.0067341 0.00536816 0.00728403 0.00505406 0.0215239 0.0182946 0.011867 0.0113594 0.0103937 0.0067749 0.0160181 0.0123198 0.00669012
threshold=-0.081474999999999992 -0.082314999999999985 0.090720000000000023 -0.076709999999999987 0.089185000000000028 0.088395000000000015 42.178283198950005 0.12424000000000003 -0.012769999999999998 -0.053019999999999991 -0.036264999999999999 85.939252597950016 86.388225105700016 87.29692395375001 89.99344745865001 -0.026349999999999998 0.10575500000000003 0.10017000000000002 -0.075840000000000005 42.448133449100006 42.428475018400007 41.811877919650009 41.678468725050003 -0.075174999999999992 62.399113207700005 0.083905000000000021 62.020040611300011 61.987779113750001 86.692020874450009 -0.036264999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 20 9 8 -8 16 -11 -12 -13 -14 -15 -16 17 -5 -6 -20 21 22 23 -2 25 -22 27 29 -28 -25
right_child=2 -3 3 6 18 -7 7 -9 -10 10 11 12 13 14 15 -17 -18 -19 19 -21 24 -23 -24 26 -26 -27 28 -29 -30 -31
leaf_value=-0.00047151027624664136 -0.061744104470021759 -0.071153628939348762 -0.074814795370106504 0.018731368805242329 0.07683731924380878 -0.090597400956108534 -0.09017396779380471 0.057788935961147647 0.010351303919550546 -0.092249124303004498 -0.037693082780508397 0.087068038348438459 -0.041055422935488112 0.085681424175161863 0.075096596475513741 -0.0086424025529344573 -0.0094280600194327144 0.070524760007962956 -0.022942180954437563 0.072724820831699552 0.080575037141090031 -0.077699653879588312 0.098638757341993719 -0.03896228898040479 -0.016361749962272965 0.0027704817987655064 -0.071030831893866067 0.10007072010319876 0.0077453331665130569 0.039453240289877109
leaf_weight=1.2494965690891913 0.027236576632235554 0.025568934200593252 0.033349608732631708 0.072371092624814282 0.037123957806215913 0.017165546268514298 0.02994003111629695 0.0097178307172001155 0.015178553400390982 0.029638458792195621 0.029257728203067018 0.023514241192060581 0.024301369699969655 0.013890968752093613 0.010897713528237318 0.070334507085250658 0.034335685953723605 0.038435327639490424 0.017338199332727788 0.014712143546164125 0.041449468604844261 0.032784762703438997 0.020588379900410292 0.022750527539756149 0.043998609116118984 0.029311158344041743 0.022826823059403978 0.024141195001902815 0.15235698471459957 0.020852202584702106
leaf_count=1626 16 33 27 37 9 23 48 19 51 28 33 15 17 14 11 129 35 21 27 18 57 57 10 11 184 18 20 12 260 34
internal_value=-6.5131e-05 -0.0018889 0.00235769 -0.0048722 0.00835458 0.00188478 0.000932877 -0.0361276 -0.0563558 0.00678994 -0.00686987 0.0078256 0.0171427 0.00337466 0.0147253 0.00259161 0.0257853 0.0366969 0.0509534 0.0209721 0.00550678 -0.000888621 0.00777246 0.000847819 0.0235371 0.0483461 0.0078655 0.0347205 -0.00251937 -0.00146151
internal_weight=2.23487 1.27507 0.9598 0.435163 0.524637 0.455462 0.401814 0.0548364 0.0451186 0.346977 0.201835 0.172197 0.142939 0.119425 0.0951232 0.0812322 0.145142 0.110806 0.0691743 0.0320503 0.438297 0.323537 0.290753 0.270164 0.114759 0.0707606 0.242928 0.0677439 0.175184 0.0436027
internal_count=2900 1659 1241 485 756 702 458 118 99 340 247 219 186 171 154 140 93 58 54 45 679 420 363 353 259 75 337 57 280 45
is_linear=0
shrinkage=0.1


Tree=693
num_leaves=31
num_cat=0
split_feature=1 4 3 2 4 1 1 0 2 1 0 2 0 0 1 0 0 0 4 4 2 4 2 4 2 4 3 3 2 2
split_gain=0.000925962 0.00733046 0.00256703 0.00373659 0.00246564 0.00219152 0.00233195 0.00538264 0.00350638 0.00339929 0.00261771 0.0141466 0.00365253 0.00598757 0.00425272 0.0060835 0.0123759 0.00370963 0.00663203 0.00991742 0.00203623 0.00201649 0.00189994 0.00604992 0.0108055 0.0085636 0.00804526 0.00949268 0.00880599 0.00773438
threshold=83.715897724050009 44.710446918150005 -0.22253999999999999 -0.16717499999999999 45.445415294500002 82.570614560500005 81.188747081400024 101.15323715815002 -0.044409999999999998 80.677940036650014 102.21786657775002 -0.078219999999999998 101.47316367565001 100.67200315280002 77.898074329750017 99.515966156650009 98.327667663000014 98.851916998450022 40.878805547300004 41.621607100200002 0.20981000000000005 40.742467179200005 -0.11808 39.268993001500007 -0.12835499999999997 36.514114975300011 0.083185000000000023 0.088565000000000019 -0.16187499999999996 -0.26820499999999997
decision_type=2 2 2 2 2 2 2 2 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 -3 6 9 -8 -9 10 12 -12 13 14 17 16 -16 22 -19 -20 -4 -7 23 24 25 -1 -25 -28 29 -29
right_child=1 4 20 -5 -6 21 7 8 -10 -11 11 -13 -14 -15 15 -17 -18 18 19 -21 -22 -23 -24 26 -26 -27 27 28 -30 -31
leaf_value=-0.00084398923712211368 0.063680218159951799 0.093020050589924519 -0.10008773229460516 -0.10010652457343255 0.0082141278485760114 0.064808918804245289 -0.1002248173718283 -0.046377421109504414 0.02917163233633234 0.037679943484803913 -0.1002352901764899 0.036930862606112752 0.040018619321186111 -0.055393117573502543 0.047534621445305375 0.065002336344147885 -0.090633976215355974 -0.10018033506349476 0.085260818207206865 -0.064304412525423155 -0.011835201618337917 0.0017796174846326494 -0.0016126068097480684 -0.0071231339275520979 0.050225258195508493 -0.072925126893628359 0.050058764135442635 0.0093351013120243527 -0.015639044814005267 0.073400432376835453
leaf_weight=0.032421955041433387 0.003484118215155263 0.0040719966500546425 0.011573758065373753 0.0023206514131470764 0.021686652836736833 0.010039716373192592 0.0076131408545178072 0.01099114135490975 0.013928152121052584 0.02410844619907937 0.014551207712351633 0.015558283596239342 0.022943420299171069 0.019401179204933672 0.017597849962367351 0.024426457895515341 0.010263752029274542 0.010316761934287544 0.0078058701474219552 0.010261518303110506 0.0033773016090653954 0.010266303941622618 1.4446176578628165 0.154646550641937 0.017845586160550375 0.033525005778528877 0.080846820784927331 0.056689719846247044 0.079770296980541389 0.028227371323737316
leaf_count=104 18 7 319 38 162 29 18 34 38 22 73 29 28 33 42 22 13 52 3 43 41 16 1212 263 10 69 40 68 37 17
internal_value=-5.51924e-05 -0.0140148 -0.0582393 -0.00179903 0.0216205 0.000245606 -6.4887e-05 -0.0266337 -0.00415075 0.000345569 -8.68019e-05 -0.0293583 0.000342788 -0.00010593 0.000427915 0.0285732 -0.0033644 -0.000324094 -0.0362126 0.000314045 -0.0801523 0.0329426 0.000204096 0.00562679 -0.0188069 -0.0374874 0.0107429 0.0219956 0.00821905 0.0306311
internal_weight=2.20518 0.0465145 0.0207558 0.00580477 0.0257586 2.15866 2.13836 0.0325324 0.0249193 2.10583 2.08172 0.0301095 2.05161 2.02866 2.00926 0.0522881 0.0278616 1.95698 0.0283842 0.0180674 0.0149511 0.020306 1.92859 0.483973 0.0837925 0.065947 0.400181 0.245534 0.164687 0.0849171
internal_count=2900 585 416 56 169 2315 2270 90 72 2180 2158 102 2056 2028 1995 77 55 1918 98 46 360 45 1820 608 183 173 425 162 122 85
is_linear=0
shrinkage=0.1


Tree=694
num_leaves=31
num_cat=0
split_feature=3 3 0 1 4 3 2 2 4 3 3 3 1 2 3 2 3 1 2 3 2 4 2 4 1 3 4 3 0 4
split_gain=0.00101762 0.00536513 0.00455192 0.011462 0.00592734 0.00678227 0.00463765 0.00776258 0.00684666 0.0016501 0.00674646 0.00282158 0.0125881 0.00252012 0.00654111 0.00458929 0.00881467 0.00656065 0.00505473 0.0044748 0.00792101 0.00949029 0.0038392 0.00437719 0.00294025 0.00206222 0.0018395 0.00173277 0.00722455 0.00929184
threshold=0.11614000000000002 0.11308000000000003 87.393708446500014 65.461267018300006 40.036761086100007 0.25847000000000003 -0.13324 0.15973500000000004 41.134354310300004 0.10872000000000002 0.10790500000000001 0.10500500000000003 62.068432857650002 -0.25167499999999993 0.10045500000000003 -0.58180999999999994 0.096085000000000018 68.321786469100019 -0.5422499999999999 0.095845000000000027 -0.26138499999999998 39.091773401050006 -0.62958999999999998 40.08085804200001 75.551050381850018 0.10661000000000002 41.532441862050007 0.093295000000000031 97.483491810050012 42.564639561200003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 4 -4 -2 -6 -5 8 -8 10 11 13 -13 14 15 16 17 -1 -17 20 21 -20 -19 -24 -25 -14 -11 -15 -29 -30
right_child=2 -3 3 6 5 -7 7 -9 -10 26 -12 12 25 27 -16 18 -18 22 19 -21 -22 -23 23 24 -26 -27 -28 28 29 -31
leaf_value=0.055013707088088143 0.022312194005343081 0.046278068457890918 0.096175525112941251 0.030079894493201306 -0.10026338645016547 -0.018240239444454298 -0.10040324738879512 0.046084823739789386 0.0035136889341841416 -0.0023400464247348282 0.064253022572293511 -0.087370432262895509 -0.011711447520816445 -0.00015605349248612175 -0.10028262687189292 -0.100253604927308 0.070797902995226064 -0.10027817051831939 -0.056490686785699865 -0.085485356926558176 -0.10016818742717665 0.066457822247590198 0.031934048946050973 0.0041855809150151847 -0.07531243069214659 0.036682808796818955 -0.041905883350449487 0.011638425195988025 -0.0710049290378547 0.065415126430004675
leaf_weight=0.0113484121400802 0.016502272849720653 0.025264884660700093 0.012352914869552478 0.018583250971268242 0.01583957966483851 0.027728605716703214 0.01600490774566616 0.0095083740480879017 0.010499603825991244 0.029241726534327106 0.016388526902876843 0.01935994349469182 0.017243213102909646 1.424762207287039 0.0080793719249360185 0.0085356903508737036 0.017527377368352859 0.0067076367558041019 0.0096989107938364391 0.0075303545200124935 0.0064328776772449433 0.017800656603776908 0.011574282698131683 0.007451225435147534 0.012385565597650139 0.017994312885897396 0.019644546267217677 0.33843924767895389 0.022360362685848789 0.0064281452869474611
leaf_count=8 18 30 11 28 34 22 37 19 20 39 21 12 26 1886 17 37 15 24 35 9 48 36 42 10 44 16 21 231 89 15
internal_value=-5.58674e-05 0.000479211 -0.00874302 0.00918862 -0.028728 -0.0480604 -0.010493 -0.0314293 -0.0592372 -8.88499e-05 0.00035747 -0.000173633 -0.0225898 0.000464775 -0.0132592 -0.00724949 0.00986058 -0.011731 -0.0301758 -0.0157493 -0.000273336 0.0230947 -0.0316017 -0.0169362 -0.0454509 0.0130015 -0.0182393 0.00142264 0.00754764 -0.0405439
internal_weight=2.18922 2.0622 0.12702 0.0669491 0.0600705 0.0435682 0.0545961 0.0360129 0.0265045 2.03693 1.98805 1.97166 0.0545975 1.91706 0.125072 0.116993 0.0669945 0.0494671 0.0499985 0.0414628 0.0339324 0.0274996 0.0381187 0.0314111 0.0198368 0.0352375 0.0488863 1.79199 0.367228 0.0287885
internal_count=2900 2711 189 115 74 56 104 76 57 2681 2621 2600 54 2546 325 308 143 128 165 128 119 71 120 96 54 42 60 2221 335 104
is_linear=0
shrinkage=0.1


Tree=695
num_leaves=31
num_cat=0
split_feature=2 4 2 3 2 4 1 3 2 1 4 3 3 2 0 1 3 2 0 2 0 2 2 3 4 0 0 3 2 0
split_gain=0.000985891 0.0022002 0.00155356 0.00434981 0.00290722 0.00484034 0.0059961 0.00320391 0.00278131 0.00801997 0.00244761 0.00196265 0.0126482 0.00466944 0.00440589 0.00751327 0.00612139 0.00875216 0.00736386 0.00816958 0.0117344 0.00526775 0.0043498 0.0046798 0.00326768 0.00282204 0.0126626 0.0109688 0.0217713 0.00923308
threshold=-0.62958999999999998 40.580626202750004 -0.59309999999999985 0.093480000000000021 -0.50001499999999999 40.712530798250008 64.434276012450013 0.085345000000000018 -0.26138499999999998 62.305017173150013 41.028010303750008 0.10236000000000002 0.10176000000000003 -0.14380499999999999 93.776108048200015 71.090898343450007 0.25847000000000003 -0.08725999999999999 89.665455566700004 -0.060760000000000002 86.001087134900004 -0.078219999999999998 -0.030985000000000002 0.10611500000000003 39.749124837650008 89.057864029250013 90.662873533100012 0.088280000000000011 -0.11420499999999999 86.780739992750014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 5 6 -4 -8 9 -6 -2 12 25 -13 16 -16 17 -15 19 -19 -21 -17 -23 -24 -25 29 27 28 -27 -10
right_child=2 -3 4 -5 8 -7 7 -9 11 -11 -12 13 -14 14 15 21 -18 18 -20 20 -22 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.012502394512725699 -0.059658729984017736 -0.042931107098118898 0.067989727441121847 0.044976104060484218 0.078934015297897175 -0.074119428149532582 0.020865111639515471 -0.066805180511584641 0.0021211554525111241 -0.020450527038068805 0.015487072955516252 -0.054411567030520108 0.081156330926621723 -0.057527295255914657 0.0731196812670563 0.052718681980511842 0.035115297963859891 0.034038131943395701 -0.045307488704667047 -0.068646571525628156 0.012648479000461033 -0.070866724908906512 0.058144893065540097 0.008047399725931402 -0.076489417744850186 0.084888904901800066 -0.00164390853985989 0.070377809434329433 -0.014650066186630985 -0.021891170260774688
leaf_weight=0.012855139957657302 0.0081498626992645429 0.016161949664380892 0.008442951391082483 0.02583933075271716 0.016274806366707053 0.014070113429167065 0.0066272932084556748 0.011235247234327297 0.67129771104674996 0.016203760636861162 0.0092584728932847415 0.019703463789782327 0.019568234001780982 0.04152780260156419 0.018152649217549367 0.013499684329264738 0.025929935229470402 0.055444979137064365 0.037766809251479572 0.027540475430207489 0.04997445321714622 0.011683400529795912 0.0096646990342751683 0.010871682041374776 0.0078914426937152504 0.030317183058286901 0.64014499937443958 0.04716033479647308 0.079840413066373017 0.21029622417861626
leaf_count=28 25 21 7 33 19 67 18 41 674 41 26 22 17 35 19 42 28 28 20 37 40 30 9 22 29 23 1316 19 59 105
internal_value=-6.3803e-05 -0.018373 0.000183951 0.018945 -0.000202209 -0.0267768 -0.00145443 -0.0342781 0.000318456 0.0293504 -0.0196931 -0.000146429 0.00122394 -0.00720764 -0.00420687 0.017514 -0.0107512 -0.0163545 -0.00633957 0.00472913 -0.016235 -0.00131408 -0.0194991 0.00161215 -0.0275073 0.00029238 0.00460288 0.0300218 0.0127447 -0.00360677
internal_weight=2.1734 0.0290171 2.14438 0.0432477 2.10113 0.0403756 0.0263055 0.0178625 2.06076 0.0324786 0.0174083 2.02828 1.69863 0.329651 0.309948 0.0717636 0.238184 0.212255 0.170727 0.13296 0.0775149 0.0536109 0.0401112 0.0284278 0.0187631 1.67906 0.797463 0.157318 0.110158 0.881594
internal_count=2900 49 2851 84 2767 133 66 59 2634 60 51 2574 2213 361 339 151 188 160 125 105 77 132 90 60 51 2196 1417 101 82 779
is_linear=0
shrinkage=0.1


Tree=696
num_leaves=31
num_cat=0
split_feature=4 3 1 4 4 4 3 4 2 4 0 0 0 1 2 4 0 3 3 0 3 4 3 2 4 4 4 2 3 3
split_gain=0.00102418 0.0044053 0.0030422 0.00168997 0.00301536 0.00601229 0.00589445 0.00403453 0.0134314 0.00496648 0.00275541 0.00588813 0.00728083 0.00404265 0.00275882 0.0028205 0.00241847 0.00199352 0.00954342 0.00947445 0.005214 0.00806847 0.00394342 0.0173291 0.0107974 0.0181118 0.019713 0.0134159 0.013212 0.0080151
threshold=32.785955158400007 0.088500000000000023 72.187789260650007 35.461062230100005 36.372781240150012 36.514114975300011 0.091250000000000012 37.020641110850008 -0.081169999999999992 37.360990606650006 89.219171517050015 89.99344745865001 92.031298721500022 72.026481772850005 -0.117115 33.384956903900012 90.662873533100012 0.088165000000000021 0.08883000000000002 90.337570099350003 0.087405000000000024 41.840895355800008 0.084535000000000013 -0.11911999999999999 43.022303514600004 42.428475018400007 41.558544840500012 -0.01762 0.085880000000000026 0.083905000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -6 16 8 -7 -9 -2 -12 -13 -14 -15 -16 -5 20 19 -19 22 -22 29 -24 25 26 27 -25 -26 -11
right_child=3 -3 -4 4 5 7 -8 9 -10 17 11 12 13 14 15 -17 -18 18 -20 -21 21 -23 23 24 28 -27 -28 -29 -30 -31
leaf_value=0.062878489891753125 -0.019863691595940168 -0.076710548993319527 -0.10007085999898067 -0.034934252330703346 0.068148671608965053 -0.087313036003903999 -0.080884103734434179 0.052123896599873543 0.0173800553526831 0.001369201656543202 0.063719374970385156 -0.070837939146560988 0.070285505645469953 0.046091832708750821 0.02653109118073645 -0.10014287019806796 0.024113039922866009 -0.086211427121246478 -0.001196634701801179 0.011259960324067474 -0.0091465304930015336 0.041985222692326324 0.041395263278921096 -0.099594963808823878 0.070903481802718465 -0.10058273380260099 0.035208834375168287 0.009205545551809911 -0.026307792204772175 0.046791071904657262
leaf_weight=0.005814290263450656 0.017649656345874981 0.0080563548055753789 0.0014269091659800826 0.012049535247456541 0.012917587334238312 0.021777144952605753 0.013660888255701345 0.018404594454332401 0.028023211911106783 0.61008259170515788 0.023653285279578995 0.01043509440933121 0.012016280855050354 0.0050073826815594316 0.0029042656268256639 0.0044524591283474878 0.01634677074615043 0.026607201707356865 0.88287884852062437 0.015950748919310698 0.051045178266690527 0.078046433960469841 0.049987178577359348 0.030898889537159135 0.022325509094353324 0.036814537094262689 0.039698617565385064 0.017898106701104644 0.037405293553198826 0.04149097200663654
leaf_count=49 34 53 66 19 12 34 37 48 26 1124 13 9 11 28 8 41 28 25 877 33 33 37 39 22 33 27 27 34 39 34
internal_value=-5.1707e-05 -0.0258346 0.0307686 0.000132562 -0.000407006 0.000144163 -0.0269091 -0.000293024 -0.0284011 0.000421325 0.0147655 0.0252188 -0.000938073 0.0289799 -0.0111637 -0.0501349 -0.000942769 -6.88869e-05 -0.00342619 -0.0496791 0.00299008 0.0217668 0.00025614 -0.0108482 -0.0249613 -0.0416389 -0.017118 -0.0596883 0.0100267 0.00426158
internal_weight=2.15573 0.0152976 0.0072412 2.14043 2.06431 2.02225 0.0420572 2.00934 0.0498004 1.95953 0.0761184 0.0584688 0.0348155 0.0243804 0.0123641 0.00735672 0.0283963 1.94113 0.925437 0.042558 1.01569 0.129092 0.886602 0.235028 0.185041 0.12531 0.0884956 0.048797 0.0597308 0.651574
internal_count=2900 168 115 2732 2588 2504 84 2492 60 2432 144 110 97 88 77 49 47 2384 935 58 1449 70 1379 221 182 110 83 56 72 1158
is_linear=0
shrinkage=0.1


Tree=697
num_leaves=31
num_cat=0
split_feature=2 0 1 4 0 2 2 0 1 1 0 0 4 2 2 4 3 4 4 4 4 4 0 3 3 0 1 1 2 4
split_gain=0.00102494 0.0050727 0.0123189 0.00564407 0.00654601 0.00534102 0.0046381 0.0050314 0.00530142 0.00589225 0.00444968 0.00953654 0.0185385 0.030701 0.0278425 0.0135728 0.00958503 0.00783066 0.0275984 0.0103546 0.0168744 0.0138672 0.00880576 0.00940839 0.00766571 0.0070539 0.0093974 0.010114 0.00956956 0.00654334
threshold=-0.068524999999999989 86.280686780500005 62.079186690200011 39.468990633150007 85.447264760050004 -0.062629999999999991 -0.065399999999999986 86.458125017100016 62.106071271500007 62.305017173150013 86.232294534150014 88.232507383150008 42.541806567400009 -0.12350999999999999 -0.082509999999999986 41.289992964000007 0.086520000000000027 42.102795028150005 41.261521012900012 40.496232821400007 40.259171735100004 38.771633980050005 85.807518149550006 0.10273500000000002 0.08594000000000003 86.001087134900004 61.950140699950005 64.654729579150015 -0.089514999999999997 48.680511450650009
decision_type=2 2 2 2 2 2 2 2 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 3 -3 4 -2 -5 -4 -8 -9 -10 17 12 13 -12 16 -15 -14 18 19 20 21 22 23 -1 25 26 28 -28 29 -19
right_child=1 2 6 5 -6 -7 7 8 9 -11 11 -13 14 15 -16 -17 -18 24 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.040128484473489566 -0.019206231843742108 0.049246801690337273 -0.05206919249553979 -0.10058927372131576 0.061925649812498651 -0.017941159646445094 0.058298488327892667 -0.062061228849029038 0.052959376905404476 0.00072565454015211656 0.0077248397403486104 0.0011637199956086558 -0.07228312500016304 -0.030984738454752872 0.071537714773113117 -0.10064919869516319 0.0040580331949585683 -0.076100166985061446 0.05721342030875988 -0.069863671363429733 0.085893666659429241 -0.068096649713012103 0.10009766916641814 0.067503688948813381 -0.029514707422110539 0.06255331307962532 -0.080707652433465421 0.021746895075741103 0.06378755698584479 0.010757711796848419
leaf_weight=0.025402874722219804 0.020775867068401677 0.063881439193210099 0.015242835376142239 0.0084640752551905507 0.019075662845352781 0.1026160660760313 0.016444345492345747 0.012568991864100099 0.023030315438518301 0.34683697883177222 0.084472251161287204 0.73118612010779505 0.02892000415962509 0.047901110039674621 0.046959565472207032 0.06720383055289858 0.038131967345179874 0.010931207077648386 0.10607749124392285 0.024918356856062474 0.019401524489410349 0.032732342949628901 0.0099626715527847409 0.011938051567994989 0.088091543320487631 0.020319182993262075 0.024581901206614631 0.015846453885615119 0.02963976677347091 0.041988499328908802
leaf_count=104 32 41 16 9 12 232 9 3 14 706 38 1205 23 17 10 27 17 67 42 28 10 34 4 9 80 10 37 16 13 35
internal_value=-6.43631e-05 0.00332635 0.00837285 -0.0126561 0.019629 -0.0242388 0.00206776 0.00413655 0.00180764 0.00397806 -0.00147982 -0.00509305 -0.0196818 -0.0380589 0.0124873 -0.0716582 -0.0288685 0.00669417 0.0197428 -0.0122202 0.00222481 -0.0180574 0.016568 -0.00571802 -0.00630003 0.00797014 -0.0010477 -0.0405492 0.0182957 -0.00718384
internal_weight=2.13554 0.628937 0.478005 0.150932 0.0398515 0.11108 0.414123 0.398881 0.382436 0.369867 1.50661 1.04477 0.313589 0.199577 0.114012 0.115105 0.067052 0.461832 0.230433 0.124356 0.0994375 0.0800359 0.0473036 0.0373409 0.231399 0.143307 0.122988 0.0404284 0.0825595 0.0529197
internal_count=2900 1074 789 285 44 241 748 732 723 720 1826 1337 132 82 50 44 40 489 231 189 161 151 117 113 258 178 168 53 115 102
is_linear=0
shrinkage=0.1


Tree=698
num_leaves=31
num_cat=0
split_feature=3 4 0 1 4 4 3 2 1 1 1 1 2 0 0 0 0 4 4 4 1 2 2 2 2 2 4 4 0 2
split_gain=0.00119415 0.00304618 0.00102293 0.00312322 0.00229993 0.00271903 0.00211693 0.00194463 0.00156265 0.0025842 0.00152813 0.00438547 0.00517712 0.00447687 0.00488129 0.00595988 0.00364567 0.00515271 0.00777404 0.00321781 0.00478346 0.00465362 0.00342032 0.00253883 0.00230091 0.00641823 0.00255409 0.00229269 0.00582786 0.00223119
threshold=0.4172550000000001 39.468990633150007 105.98708487665002 82.011415269350024 44.710446918150005 46.177190236600005 0.074640000000000026 -0.088099999999999998 88.436830201100022 85.804829691400016 77.898074329750017 78.433077497700012 -0.085249999999999992 99.515966156650009 100.67200315280002 104.86330937810001 99.378854792050006 40.259171735100004 41.093509583400007 39.468990633150007 78.962703749400006 -0.15758999999999998 -0.079074999999999993 -0.5169149999999999 -0.58350999999999986 -0.50001499999999999 40.742467179200005 38.703421923500009 101.23657936015002 -0.59967499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 10 -4 8 -6 -7 -8 9 -5 16 12 -12 -13 -15 19 24 -18 -19 27 -21 -22 -23 -20 29 26 -26 28 -16 -1
right_child=1 -3 3 4 5 6 7 -9 -10 -11 11 13 -14 14 15 -17 17 18 23 20 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0041165286797405177 0.024810931811388468 -0.036701837751456308 -0.081821339368534807 -0.070423364269837002 0.070959421263062497 0.024195328964518703 -0.1000497830411915 0.0018156656497057078 -0.10005185028125059 0.037510733349155632 -0.00069708401344374779 -0.066156528876170892 0.079304918357676224 0.036254005606304526 0.065060485458650799 0.061568343091862265 -0.10017637889982887 0.044259449059138395 -0.003206666240974862 0.028576666898971911 0.0083079166498705413 -0.10023797981352485 -0.036045890321493163 -0.10011061179492803 -0.028970176102082485 0.00038537743158760653 -0.1002282408186394 0.046294721778157022 -0.10006330939014252 0.045582506445982607
leaf_weight=0.032578256555041207 0.011648431260388725 0.026064168124495524 0.006028286780142395 0.0045773438903241887 0.0062050753635887182 0.0099332153172255744 0.0035403791314350102 0.0039817656611488986 0.0031544300651560947 0.0043040247548775667 0.014946698692543947 0.0090419257725678215 0.017629667916480768 0.039168335745671357 0.0041042707362066722 0.01157671231539259 0.0085108717249972043 0.012807608647563029 0.0040750438529357788 0.012659851554190027 0.014160143656283708 0.013046446191427918 0.022817790009089123 0.0080338201150276234 0.014459876403816463 1.7405736850913518 0.0077130544577670981 0.012443054959646815 0.0044602024375944849 0.021566589419309223
leaf_count=35 26 33 35 48 13 38 57 44 264 44 41 27 11 34 5 40 54 5 4 18 27 47 43 46 29 1687 34 22 68 21
internal_value=-6.76901e-05 -0.0177022 0.000253881 -0.0152451 -0.00400182 0.0141021 -0.00610971 -0.0461284 -0.0395912 -0.0181171 0.000573016 0.00947566 0.0425984 0.00195525 0.0065363 -0.00568173 -0.000274057 -0.032999 -0.0100528 -0.0149841 -0.0263355 -0.0402323 -0.0593972 -0.0674991 0.000328019 -0.000295671 -0.0537579 0.0188871 -0.0209326 0.020633
internal_weight=2.10581 0.0377126 2.0681 0.0417245 0.0356962 0.0236604 0.0174554 0.00752214 0.0120358 0.00888137 2.02637 0.176055 0.0325764 0.143479 0.134437 0.0952685 1.85032 0.0334273 0.0249165 0.0836918 0.0626842 0.0500244 0.0358642 0.0121089 1.81689 1.76275 0.0221729 0.0210075 0.00856447 0.0541448
internal_count=2900 59 2841 543 508 152 139 101 356 92 2298 383 52 331 304 270 1915 109 55 230 135 117 90 50 1806 1750 63 95 73 56
is_linear=0
shrinkage=0.1


Tree=699
num_leaves=31
num_cat=0
split_feature=3 3 0 1 4 0 4 2 2 2 3 3 2 2 1 2 1 4 2 4 2 3 2 0 2 4 2 4 0 1
split_gain=0.00103595 0.00430316 0.00428403 0.0104533 0.00459454 0.00612037 0.00430975 0.00378549 0.00652635 0.00140309 0.00195688 0.011591 0.00452437 0.0113762 0.00975408 0.00884689 0.00595348 0.00218885 0.00149186 0.00301466 0.00139509 0.00612419 0.00564039 0.00874377 0.00473371 0.00611738 0.00930085 0.00545492 0.00408476 0.00685864
threshold=0.11614000000000002 0.11308000000000003 87.393708446500014 65.461267018300006 40.036761086100007 85.872041144650012 41.134354310300004 -0.13978499999999996 0.090855000000000033 -0.66246499999999997 0.10236000000000002 0.10176000000000003 -0.079074999999999993 -0.055714999999999994 61.998532946250002 -0.095019999999999993 62.068432857650002 41.134354310300004 -0.026349999999999998 39.420767558750008 -0.062629999999999991 0.099010000000000029 -0.072569999999999982 87.181320254150009 -0.016334999999999999 41.289992964000007 0.022230000000000003 38.703421923500009 86.388225105700016 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 9 4 -4 -2 -6 7 -5 -9 -1 11 20 14 -14 -12 17 -15 -16 -18 -20 22 24 -11 -24 27 -26 -27 -22 -29 -30
right_child=2 -3 3 6 5 -7 -8 8 -10 10 12 -13 13 16 15 -17 18 -19 19 -21 21 -23 23 -25 25 26 -28 28 29 -31
leaf_value=0.029347092447053892 0.016143585362891032 0.042936356317394182 0.095369135513407616 0.015901232052064836 -0.0097260562611561751 -0.087920822393613818 0.027848253018519922 -0.10040374321480774 0.012661657785354269 9.9230857016034213e-05 0.019400364740287307 0.079226051488426291 0.04410358907475298 -0.053062945285889576 -0.039669535000340088 -0.10052794501245653 0.018626950544842046 0.028975288688812696 0.016782384792778958 -0.039978464720463069 -0.017449859312653301 0.069863269702902742 -0.059694308218784575 0.0049231300633200588 0.0025401359551601183 -0.100266415190379 -0.008807767725344957 -0.0023524636903163908 0.074069924647160446 0.017307046644327761
leaf_weight=0.016114887317051019 0.015975329321008702 0.023581633265749358 0.011416698704124428 0.010739448329877273 0.02084579467408787 0.019256141489385925 0.01858582887135185 0.013230583375587142 0.008312753035990602 1.2384245771816405 0.024474559395457618 0.018646133002115151 0.042132186351512224 0.0324751575141419 0.010250179030450141 0.023665563473272755 0.025018621305207489 0.0084948545020876454 0.017892343669609179 0.019615131528336549 0.042475986214499911 0.014114555950662577 0.041021495452218559 0.04277973861617046 0.13995638843585417 0.016284006625019831 0.035057336601799022 0.043476873264253868 0.030364403872226831 0.071203433408101091
leaf_count=28 18 30 11 17 27 29 34 35 18 1547 13 21 34 27 30 23 12 18 16 27 46 30 18 37 297 57 269 44 15 72
internal_value=-6.96821e-05 0.000474236 -0.00915709 0.00889467 -0.0292073 -0.0472736 -0.0105132 -0.0325987 -0.0567761 -3.82295e-05 -0.000282597 0.000807486 -0.00954642 0.000853673 -0.0308695 -0.0598796 -0.0183273 -0.00856115 -0.000286057 -0.0129016 -4.50312e-05 0.00518667 -0.00159976 -0.0267077 0.00277686 -0.00829078 -0.0378158 0.0140674 0.0232972 0.0342767
internal_weight=2.09588 1.97752 0.118363 0.0622853 0.0560773 0.0401019 0.0508686 0.0322828 0.0215433 1.95394 1.93782 1.7338 0.204019 0.137133 0.0668852 0.0424106 0.0950013 0.018745 0.0625261 0.0375075 1.71516 0.392933 1.32223 0.0838012 0.378818 0.191298 0.0513413 0.187521 0.145045 0.101568
internal_count=2900 2711 189 115 74 56 104 70 53 2681 2653 2453 200 116 84 71 82 48 55 43 2432 830 1602 55 800 623 326 177 131 87
is_linear=0
shrinkage=0.1


Tree=700
num_leaves=31
num_cat=0
split_feature=0 1 0 2 4 4 4 4 3 3 3 0 0 3 4 4 4 0 1 3 4 4 4 1 1 2 2 0 0 2
split_gain=0.00101669 0.00159251 0.00162883 0.00149402 0.00351884 0.00131247 0.0011854 0.00535262 0.00408525 0.0083517 0.00320856 0.00675699 0.0125101 0.00607419 0.00309857 0.00646875 0.0069952 0.00694327 0.00290111 0.00680384 0.00222292 0.0037736 0.0112927 0.00693321 0.015217 0.0139642 0.0102613 0.00377718 0.0120943 0.0215453
threshold=112.07913100025002 85.804829691400016 122.45926784190002 -0.088329999999999992 46.177190236600005 48.315732392000008 43.411469133450005 43.542456167850005 0.089580000000000021 0.085880000000000026 0.082325000000000023 86.866770652900016 95.502098167950024 0.081550000000000025 43.245737185650007 43.19689381845 43.082598263550004 89.665455566700004 62.132955852800002 0.092290000000000025 43.022303514600004 42.599563320500003 42.654057868200006 62.106071271500007 62.399113207700005 -0.082509999999999986 -0.11911999999999999 86.135510041400025 87.181320254150009 -0.065399999999999986
decision_type=2 2 2 2 2 2 2 2 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 -5 14 -8 9 10 13 -12 -13 -9 15 16 20 -18 -10 -20 21 27 -23 25 -25 -24 -26 -1 29 -29
right_child=1 2 -4 5 -6 -7 7 8 18 -11 11 12 -14 -15 -16 -17 17 -19 19 -21 -22 22 23 24 26 -27 -28 28 -30 -31
leaf_value=0.0099718930196513178 -0.10011898767032242 0.05245414678931342 -0.10005013314194633 -0.032761498875860516 -0.10012301097747432 0.08390746180090225 0.053457607824710464 -7.0472034016082146e-05 0.065953330319495143 -0.058714704726105404 0.05437004022980866 -0.10031800146706804 0.04427816963143652 -0.10032260196979324 -0.030947361116873018 0.057684006688878534 -0.091425509309403727 0.011334972499022114 0.059886720158072795 -0.04166319735321708 0.024882119190585014 -0.08877553795696945 0.0048237578924663765 0.045228875832670407 0.018857527606938738 -0.10055151710933288 -0.093334536329333501 -0.04174038129207433 0.0036033892420857766 0.019540149335880885
leaf_weight=0.35433786894827513 0.0024352061445241111 0.0028322415448525347 0.0017819648712264742 0.0014070053207319915 0.0032415163196474195 0.003063959482460632 0.022068482519147781 0.12507567996603966 0.014999857277871342 0.024264466114279154 0.031461277783819241 0.010204602311763011 0.014464513705206627 0.0063505288421943354 0.033509230214583963 0.019064047167830611 0.016670359145094404 0.010857895697057529 0.013674239851612979 0.012749109308415996 0.034944281013038814 0.018470543645142029 0.034534318110843287 0.053012371765362332 0.015169450290159148 0.019778331902792823 0.017623263724717481 0.16953830989518792 0.9059360927514013 0.086719221136263291
leaf_count=429 23 81 129 60 27 7 29 415 13 43 17 27 25 12 42 11 33 18 16 40 21 21 27 16 14 28 49 77 1090 60
internal_value=-7.19708e-05 -0.0262223 -0.0116236 0.00331976 -0.0289751 0.0471919 0.000114924 0.00622371 0.0021076 -0.00350904 0.00363299 0.0236469 -0.0155353 -0.00491467 -0.000824557 -0.000249947 -0.000885571 -0.050894 0.0308288 0.0108895 -8.05462e-05 -0.000601286 -0.0152786 -0.00559006 0.0121075 -0.0335494 -0.0414361 0.00093356 -0.00182211 -0.0210026
internal_weight=2.08024 0.0147619 0.0123267 0.0105447 0.00607376 0.00447096 2.06548 0.275313 0.253244 0.211821 0.187557 0.0561304 0.0246691 0.131426 1.79017 1.75666 1.73759 0.0275283 0.0414232 0.0264233 1.71006 1.67512 0.158588 0.140118 0.0858051 0.0543127 0.0327927 1.51653 1.16219 0.256258
internal_count=2900 327 304 175 108 67 2573 637 608 539 496 69 52 427 1936 1894 1883 51 69 56 1832 1811 155 134 79 55 63 1656 1227 137
is_linear=0
shrinkage=0.1


Tree=701
num_leaves=31
num_cat=0
split_feature=4 2 2 4 4 3 1 4 1 1 1 2 4 1 2 3 3 2 0 1 0 0 4 2 0 2 3 1 0 2
split_gain=0.00105023 0.00359458 0.00485691 0.00326693 0.00308623 0.00432443 0.00132084 0.00923549 0.00586693 0.00456499 0.00433796 0.00378063 0.00970801 0.0105596 0.0076541 0.00526551 0.00546928 0.00430256 0.00582181 0.00577229 0.00531412 0.00508893 0.00387892 0.00960121 0.00839542 0.00584117 0.0122113 0.0100821 0.0126827 0.00886346
threshold=33.96174662340001 -0.22089 0.15973500000000004 34.542090938800008 32.483642351600004 0.088500000000000023 69.873026810350026 37.064694648750013 70.085415002650009 69.563854125350005 70.133807249000014 -0.101965 40.580626202750004 82.987325570650015 -0.103615 0.10017000000000002 -0.21013499999999999 -0.18126999999999999 98.615332683000005 86.858705278550005 97.900202820250016 100.24991522630002 42.448133449100006 -0.092289999999999997 95.502098167950024 -0.079824999999999993 0.084065000000000015 70.96454081135002 96.249489528150022 -0.085734999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 5 -3 9 -8 -9 -5 -10 12 13 -12 15 16 -14 20 -19 -20 -18 -22 23 -13 -24 26 -25 -27 -29 -28
right_child=3 2 -4 6 -6 -7 7 8 10 -11 11 22 14 -15 -16 -17 17 18 19 -21 21 -23 24 25 -26 27 29 28 -30 -31
leaf_value=-0.10014837331561995 0.042827544122946051 0.046705590130356404 -0.069581957009772807 0.00068737477691752959 0.063878156590539178 -0.10021903897085138 -0.061534316099990931 -0.054621600303184283 0.048537763747253007 0.041346995378234358 -0.081027124315113053 0.060797377355522278 0.039585790222750133 0.050510517648165269 -0.10050540829828375 0.049000842065871991 -0.084966767733684279 0.043704985321246163 -0.10012187416289989 0.01619765832365986 0.065346908048873761 -0.046629482463963312 -0.10029052595781195 0.043458820311901764 -0.0030761912188516718 0.060809083599438055 -0.010596322513108136 -0.10021972646613769 0.0096012967825792432 -0.10038249183274434
leaf_weight=0.0045856655885137083 0.017814151296070224 0.0043979586002380715 0.0078054887345524763 1.3754629892978791 0.0094923580472895813 0.0036791005901603176 0.026741193173118738 0.020029301088925422 0.018157527864975265 0.028178651601535765 0.03276027317164501 0.033219305042894026 0.021606436139983018 0.0075003291281204578 0.0071191150273079975 0.023117945249004401 0.016208082148220317 0.019210097497708759 0.0077828733944187425 0.009441759851650966 0.0064193863665309428 0.011035854608363614 0.0098353798648448953 0.019480357581710378 0.091784285079978489 0.035090625233578421 0.024114336840225903 0.011380021011487607 0.13846397241123437 0.020208719997105884
leaf_count=77 36 25 49 1186 37 28 137 19 10 21 88 31 50 56 5 37 41 52 57 90 10 76 64 20 234 27 32 26 239 40
internal_value=-8.23943e-05 -0.0186686 -0.0039438 0.000191625 0.025217 -0.0202186 -0.000185431 -0.00406755 -0.00143601 0.00150363 0.000452975 -0.00114676 -0.0139456 -0.0565224 0.000111653 0.00635002 -0.0044019 -0.0179603 0.00585363 -0.0363608 -0.0437348 -0.00544874 0.00426546 0.0103025 -0.0124852 0.00355888 -0.0225306 0.0125599 0.00126085 -0.0515336
internal_weight=2.06212 0.0299606 0.0253749 2.03216 0.0175694 0.00807706 2.01435 0.610707 0.583966 1.40364 0.563937 0.545779 0.162202 0.0402606 0.121942 0.114822 0.0917045 0.0700981 0.0364347 0.0172246 0.0336633 0.0174552 0.383577 0.281957 0.10162 0.248738 0.0638034 0.184935 0.149844 0.0443231
internal_count=2900 216 139 2684 90 53 2648 1441 1304 1207 1285 1275 562 144 418 413 376 326 199 147 127 86 713 415 298 384 92 292 265 72
is_linear=0
shrinkage=0.1


Tree=702
num_leaves=31
num_cat=0
split_feature=3 0 1 3 4 4 3 1 2 3 4 3 0 2 3 2 3 1 2 1 4 4 3 4 1 1 0 2 2 0
split_gain=0.000913431 0.00352787 0.00951273 0.00420765 0.00364754 0.00362891 0.003492 0.00343639 0.00340058 0.00226678 0.00467641 0.00615037 0.0110207 0.00180756 0.00584141 0.00339387 0.006456 0.00494158 0.00433798 0.00369232 0.00345836 0.00327521 0.00298699 0.00402147 0.00256192 0.00635662 0.00698878 0.00155239 0.0059351 0.0126755
threshold=0.11614000000000002 87.393708446500014 65.461267018300006 0.25847000000000003 41.134354310300004 40.421032462050007 0.11308000000000003 68.961639504150014 -0.68276999999999999 0.10500500000000003 41.621607100200002 0.10661000000000002 90.337570099350003 -0.25167499999999993 0.10045500000000003 -0.58180999999999994 0.096085000000000018 68.321786469100019 -0.5422499999999999 69.64719632740001 39.091773401050006 36.072790850000011 0.048965000000000009 40.532725462000009 75.551050381850018 78.285212300550015 101.15323715815002 -0.103615 -0.098345000000000002 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=6 3 -3 5 7 -2 8 -4 -1 13 11 -11 -13 14 15 16 17 -10 -17 -19 21 -20 23 -22 -21 -26 -27 -15 29 -29
right_child=1 2 4 -5 -6 -7 -8 -9 9 10 -12 12 -14 27 -16 18 -18 19 20 24 22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.08336053254980319 -0.016372306562499082 0.094893770308971892 0.0042581374588136801 -0.005286337927193299 0.025055553334537656 -0.10020050470657862 0.039419703514950027 -0.062591468283085025 0.051248599439450426 -0.044499953340829346 -0.055160344012451318 0.045534353277798 -0.048160623758907353 0.0064103063027583576 -0.10024469989362179 -0.10021116221494769 0.065304790833191559 -0.10032964256852106 0.0024095999442569991 0.023291967237625714 -0.10017178705717088 -0.10035097442794766 0.033922429376774359 0.035377048642651496 -0.1002499602548118 0.098926349972528776 -0.079230378214721689 -0.1004150466709921 0.00096609091867643155 0.0047903384330896985
leaf_weight=0.0048762475200955216 0.0093938443978913988 0.010405723616713658 0.014453947369474914 0.03362081884067436 0.018277266140643178 0.011469030853664464 0.022691575252508867 0.016431134517155586 0.010300483202115629 0.025365183275270986 0.022322841010077532 0.038163181007433877 0.018707908849981914 0.45157257933525019 0.0069906201721374175 0.006821631453767781 0.01546731328288331 0.0058148318566964034 0.0054496416292681531 0.011629296304590753 0.0048133608058833488 0.0071986304501238212 0.016005162484930328 0.0040139676538917257 0.0083356699436123449 0.0050409890172886662 0.0039096092671063697 0.018301560548740253 1.1861198199858143 0.030600734065335661
leaf_count=7 12 11 8 29 34 33 30 62 8 26 40 25 42 756 17 37 15 5 26 21 14 26 27 35 16 4 69 18 1406 41
internal_value=-9.16028e-05 -0.00878767 0.00803255 -0.0271775 -0.0103525 -0.0624555 0.000422148 -0.0313064 -4.16883e-05 -0.000255404 -0.0145691 -0.00355072 0.0147131 0.000576802 -0.0117374 -0.00583363 0.00956591 -0.00957941 -0.0268628 -0.02762 -0.0135132 -0.0560755 0.00816565 -0.0385349 -0.0129983 -0.0374126 0.0211077 0.00139302 -0.000441502 -0.0345825
internal_weight=2.04456 0.114052 0.0595681 0.0544837 0.0491623 0.0208629 1.93051 0.0308851 1.90782 1.90295 0.104559 0.0822363 0.0568711 1.79839 0.111791 0.104801 0.0604982 0.0450309 0.0443024 0.0347304 0.0374808 0.0126483 0.0248325 0.00882733 0.0289156 0.0172863 0.0089506 1.68659 1.23502 0.0489023
internal_count=2900 189 115 74 104 45 2711 70 2681 2674 133 93 67 2541 320 303 138 123 165 115 128 52 76 49 110 89 73 2221 1465 59
is_linear=0
shrinkage=0.1


Tree=703
num_leaves=31
num_cat=0
split_feature=2 4 2 3 2 1 2 0 2 1 3 2 4 0 1 4 4 0 2 3 3 3 4 3 2 4 1 1 4 4
split_gain=0.00115945 0.00211984 0.00135762 0.00332692 0.00197129 0.00420472 0.00572495 0.00513247 0.00269848 0.00717022 0.00204289 0.00380897 0.00979833 0.00841027 0.00694999 0.0143342 0.00620278 0.0130073 0.00552779 0.00927115 0.00262852 0.00207205 0.00171183 0.00161841 0.00757739 0.00667032 0.013113 0.00895054 0.00889406 0.00886445
threshold=-0.62958999999999998 40.580626202750004 -0.59309999999999985 0.093480000000000021 -0.50001499999999999 75.551050381850018 -0.58180999999999994 91.410264893400026 -0.26138499999999998 62.305017173150013 0.10500500000000003 -0.036264999999999999 41.061442884200012 89.99344745865001 61.944763783650011 41.322103772800006 41.028010303750008 88.028184565250015 -0.011399999999999999 0.11467000000000002 0.11614000000000002 0.11360500000000003 41.028010303750008 0.093295000000000031 -0.24103499999999997 39.685256516350002 62.55235532115001 66.499011856650014 37.962710038050005 40.380906245900007
decision_type=2 2 2 2 2 2 2 2 2 2 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 22 5 6 -4 -8 9 -6 23 12 13 20 -14 -16 18 -18 -13 -20 -12 -17 -2 24 -10 28 -27 -28 -25 -29
right_child=2 -3 4 -5 8 -7 7 -9 10 -11 11 16 14 -15 15 21 17 -19 19 -21 -22 -23 -24 25 -26 26 27 29 -30 -31
leaf_value=0.011168259287878535 -0.053511748796242598 -0.045441887768615692 0.040662638518453607 0.0429167573031147 0.078132869495400104 -0.10010453540837078 -0.10025915211582798 0.013982200744205789 -0.071485978896412575 -0.019425359198874316 -0.0017042001213518827 0.058079426281719297 0.066533796867559183 -0.10024913000348815 0.063641874686129932 -0.10033383250199777 -0.088773411344808151 0.043761782278390622 -0.06490116678842793 0.047855316630930386 -0.045368537622977316 -0.033174001047991362 0.013104821254375633 -0.003365227113088844 0.0001609220593457224 0.011622088494036703 -0.097359683412743647 -0.10037180400684209 0.052533415126525734 0.0098359257980865662
leaf_weight=0.011741909039843512 0.0070237504161471129 0.015148763847084634 0.013202897656981349 0.023009742763463237 0.015247569034209034 0.0059733204372321358 0.0086742059161207322 0.0071942269064528821 0.014926752524161091 0.014891173300566503 0.027353064229828285 0.027571058686589822 0.016599324290069717 0.019410071225259444 0.013952294772025198 0.010323394140439479 0.016767938667516802 0.013261530099925478 0.01356455413156412 0.015769437784193104 0.027796945289992436 0.0082772539125670619 0.0085567095369563084 0.052822265311963768 1.3317318121328199 0.16784021840484797 0.020003377282478141 0.0095048471945036184 0.061726259396826855 0.031439739774960396
leaf_count=28 25 21 12 33 19 70 30 21 135 41 20 12 10 72 7 17 33 34 22 29 23 25 26 85 1799 96 17 18 51 69
internal_value=-9.6094e-05 -0.0207229 0.000180629 0.0187557 -0.000184009 -0.0236889 -0.00798769 -0.0484659 0.000242617 0.0299306 -0.000228149 -0.00951434 -0.0207867 -0.0436368 0.0138751 -0.0129766 0.00652685 -0.0302436 0.025931 -0.00428527 -0.0237121 -0.0704478 -0.0169263 0.000929314 -0.000633233 0.00705804 -0.00280455 -0.042533 0.0267566 -0.0157476
internal_weight=2.03131 0.0268907 2.00442 0.0385902 1.96583 0.0350447 0.0290713 0.0158684 1.93078 0.0301387 1.90064 0.210647 0.123712 0.0745601 0.0491523 0.0325529 0.0869345 0.0300295 0.0569051 0.029334 0.05515 0.0186006 0.0155805 1.69 1.34666 0.343337 0.228788 0.060948 0.114549 0.0409446
internal_count=2900 49 2851 84 2767 133 63 51 2634 60 2574 304 174 115 59 49 130 67 63 51 43 42 51 2270 1934 336 200 104 136 87
is_linear=0
shrinkage=0.1


Tree=704
num_leaves=31
num_cat=0
split_feature=2 4 2 1 1 2 0 0 3 2 1 3 3 3 2 1 0 1 4 4 0 2 1 1 4 3 3 1 2 1
split_gain=0.000951054 0.00175963 0.00112047 0.00330824 0.00191678 0.00170141 0.00393032 0.00860036 0.00503505 0.00227717 0.00623625 0.00201642 0.00173921 0.00368345 0.00513438 0.00451367 0.00592302 0.00549824 0.00523318 0.00565819 0.00459792 0.00496558 0.0021478 0.00534016 0.00132904 0.00611438 0.00414716 0.00291483 0.00337503 0.00171306
threshold=-0.62958999999999998 40.580626202750004 -0.59309999999999985 78.285212300550015 71.666228383350017 -0.50001499999999999 86.950112854950021 87.393708446500014 0.084535000000000013 -0.26138499999999998 62.305017173150013 0.09495000000000002 0.10500500000000003 0.10661000000000002 0.20327000000000003 62.079186690200011 86.280686780500005 62.132955852800002 41.134354310300004 42.072181850200003 89.99344745865001 -0.02852 61.928633034850002 61.960894532450006 49.275256100300005 -0.25095999999999996 -0.24299499999999999 64.84561010645001 -0.15818499999999999 81.524804347700012
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -8 -9 10 -7 -10 24 -14 15 16 22 -17 20 -20 -19 -22 -15 -24 29 -26 -27 -28 -29 -11
right_child=2 -3 5 -5 -6 9 7 8 11 12 -12 -13 13 14 -16 17 -18 18 19 -21 21 -23 23 -25 25 26 27 28 -30 -31
leaf_value=0.010064092574024602 0.026407092618382755 -0.041751927647715417 -0.10023518634547771 0.067788180087421157 -0.025604150657766667 0.074886015534748315 0.10010282002354276 0.054672684256689807 -0.10016026351575819 0.001778123706740005 -0.017547907089272761 -0.031281103771073078 -0.045220166682716487 -0.03113795199506433 0.059194925396332788 -0.089442011052680223 0.058807755729195138 0.0071492445332555291 0.067263223139486669 -0.016067426646967347 -0.10024188971996342 -0.023361520683608458 0.055540611661423316 -0.031533513726100408 -0.10029337310764204 0.10013366241919307 -0.1001893796191046 0.044808715590559656 -0.051796834020998543 -0.016847403977275275
leaf_weight=0.01172792951586199 0.013932836955063838 0.014855084489394432 0.0054504164960245882 0.0096331409990458028 0.014417896294020238 0.014364638220931949 0.0058771495241671792 0.0047954914025897513 0.0074990162222115719 1.604608520952552 0.014838887105859209 0.0098102501555910465 0.024627693153907393 0.021117492138500893 0.012005408447059718 0.010840947536607359 0.018907717087131459 0.018139662097382825 0.013390150083068875 0.020814700529116825 0.014269482555938934 0.020428365581163704 0.013781861535818507 0.014405121896336581 0.007201237646349056 0.0038505373522639266 0.0032341584739583795 0.0086793022654418888 0.0061994882512691292 0.050948256345594412
leaf_count=28 15 21 24 43 26 19 2 29 39 1624 41 39 30 21 25 12 19 16 14 41 63 21 9 33 15 1 9 42 139 440
internal_value=-0.000102128 -0.0188917 0.000149112 0.0171594 -4.34653e-05 -0.000182215 -0.0225471 -0.00741469 -0.0360011 0.000207897 0.0279185 -0.0611221 -0.000220855 -0.00897159 -0.00395916 -0.00852395 0.0112234 -0.0222853 -0.0139211 0.016554 -0.0336494 -0.0549786 -0.00702465 0.0110409 0.000832152 -0.0203294 0.00588862 -0.0141464 0.00455645 0.00120494
internal_weight=2.01465 0.026583 1.98807 0.0379839 0.0283507 1.95009 0.0334323 0.0279819 0.0221048 1.91665 0.0292035 0.0173093 1.88745 0.202729 0.178101 0.166096 0.0682122 0.0978833 0.0870424 0.0342049 0.0528375 0.0346978 0.0493045 0.028187 1.68472 0.0291647 0.0219635 0.0181129 0.0148788 1.65556
internal_count=2900 49 2851 84 41 2767 133 109 107 2634 60 78 2574 304 274 249 82 167 155 55 100 84 63 42 2270 206 191 190 181 2064
is_linear=0
shrinkage=0.1


Tree=705
num_leaves=31
num_cat=0
split_feature=3 3 3 4 3 3 4 0 0 4 0 1 4 3 2 2 2 1 4 1 0 2 3 2 1 3 3 4 3 2
split_gain=0.00112814 0.00249733 0.0020097 0.00343401 0.00142726 0.0040078 0.00776284 0.00676245 0.00667241 0.00376422 0.00588501 0.0034631 0.00340956 0.00414619 0.00561485 0.00589681 0.00426892 0.0090785 0.00406818 0.00378869 0.00332971 0.00292894 0.00518496 0.00278193 0.00266445 0.00554833 0.00468863 0.00463559 0.00359533 0.0168379
threshold=-0.57253499999999991 -0.54481999999999997 -0.27223499999999995 39.530201452500002 -0.10585499999999999 1.0000000180025095e-35 41.43512228960001 86.036037090600004 97.013011637200023 48.008184682100008 91.625341543800019 70.284360904350009 48.919835655300012 -0.23958499999999999 -0.036264999999999999 0.26462000000000008 -0.040019999999999993 73.365333921800001 49.49736495185001 75.779569322950024 86.530713386650021 -0.079824999999999993 -0.25276999999999999 0.033180000000000008 81.524804347700012 0.086230000000000015 0.095845000000000027 45.027406014450008 0.078095000000000012 -0.065399999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 6 7 -6 -9 24 -11 -12 13 16 -15 -16 17 21 -14 -19 -8 22 -4 -18 28 27 -27 -26 29 -7
right_child=1 2 4 -5 5 9 20 8 -10 10 11 -13 18 14 15 -17 23 19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.038616272468912909 0.043181774889420925 -0.0083106041197820099 -0.010975184202720305 -0.10013420911384395 0.050345989378481663 -0.026611047566453674 -0.10027516880904122 -0.048369043809264427 0.034719892130370043 0.095031644867338186 -0.1002835054338812 0.018781329269708526 -0.087430562479411042 0.044099208404999569 -0.044976779533465953 0.056389116792139517 0.078217948655720682 0.10006568404259947 0.0052208603077472885 0.00044994594490824674 -0.0034512932496423734 -0.0046946976582560168 -0.095295488401250503 -0.00085857149277699166 -0.10014057837399981 0.029801134151447667 -0.072896069016748569 0.037693355820425128 -0.00073523259652638606 0.080230729427971034
leaf_weight=0.007574558072830472 0.013333874646556665 0.017385401565530062 0.013305236058256065 0.0053188091766189485 0.016274524362439563 0.030900915180639088 0.014932983136085043 0.033537007162983912 0.013577814948166345 0.01050868382480976 0.0027082077290287989 0.024932252906435505 0.0077347306482096192 0.062654449589981565 0.01726563472899223 0.008596306655882735 0.0090927823358697424 0.0077077867463231087 0.012236418212332012 0.0075654304705539133 0.0046601357951555891 0.016631641949061304 0.016137514733770786 0.0087109612104216971 0.012367574865274594 0.017784932029624299 0.0059271488063188443 0.0030397286371665064 1.5533480446518404 0.028222262462974657
leaf_count=36 24 52 28 56 32 30 66 34 43 10 4 193 18 119 63 21 10 5 36 41 34 11 36 42 163 135 105 29 1400 24
internal_value=-9.68453e-05 4.93016e-05 -0.000240716 -0.0298217 0.000101881 -0.000775979 -0.022232 -0.00522762 -0.024424 0.000277718 0.0313331 0.00711538 0.00839548 0.0130477 0.027918 -0.0112835 -0.00358189 -0.0160927 -0.0306626 0.0507221 -0.077246 -0.0382412 -0.057191 0.0395276 -0.000439612 -0.0262267 0.00413061 -0.0729471 0.000185997 0.0243895
internal_weight=2.00397 1.9964 1.98307 0.0227042 1.96036 1.77272 0.0829825 0.0633893 0.0471148 1.68974 0.0381491 0.0276405 0.187639 0.167668 0.0885164 0.0258619 0.0791514 0.0613476 0.0199711 0.0152732 0.0195931 0.0460744 0.0294428 0.0178037 1.65159 0.0391194 0.0237121 0.0154073 1.61247 0.0591232
internal_count=2900 2864 2840 108 2732 2302 209 109 77 2093 207 197 430 376 203 84 173 121 54 46 100 75 64 52 1886 432 240 192 1454 54
is_linear=0
shrinkage=0.1


Tree=706
num_leaves=31
num_cat=0
split_feature=3 3 3 0 1 2 4 4 0 1 1 1 1 1 4 0 3 2 1 1 1 0 3 1 1 3 1 1 0 1
split_gain=0.000928069 0.00206362 0.00167964 0.00327901 0.00522507 0.00338519 0.00255043 0.00278688 0.00243557 0.00181437 0.00155506 0.00630964 0.00534526 0.0031035 0.00335046 0.00189206 0.00183752 0.00463056 0.00180136 0.0025369 0.00130688 0.00248115 0.00193188 0.00279368 0.00157415 0.00466975 0.00332972 0.00742293 0.00417821 0.00440732
threshold=-0.57253499999999991 -0.54481999999999997 -0.27223499999999995 93.063666643600016 67.316303128300021 -0.13820499999999999 32.785955158400007 34.542090938800008 89.99344745865001 69.276189105400007 61.614083433650009 57.960468834350003 60.474177186300004 55.788194664950005 48.919835655300012 67.542133611250009 -0.15148999999999999 -0.11911999999999999 61.767325547050007 61.82916008405001 87.33187390945001 110.50907145210002 -0.22831499999999999 90.988176966900014 77.898074329750017 0.10611500000000003 69.873026810350026 70.085415002650009 93.262612545250008 69.276189105400007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 9 8 -8 -4 11 13 -13 15 16 -9 -15 -18 -12 -20 24 -22 -23 -24 26 -26 28 -28 -21 -30
right_child=1 2 6 -5 -6 -7 7 10 -10 -11 18 12 -14 14 -16 -17 17 -19 19 20 21 22 23 -25 25 -27 27 -29 29 -31
leaf_value=-0.03527702993222228 0.039601942262006529 -0.10016146137675111 -0.017653268776899423 -0.1001992361203238 0.073213333071873651 0.0069272282856103337 0.074322746906127904 0.038273904921042878 0.011319043919306599 -0.10017888851991891 0.02551136024572704 -0.10017466364960469 -0.018246361061794645 0.070033472787888795 -0.021994197414894178 -0.072994573011252561 -0.037226994015017313 0.059676248444256563 -0.04244831790700819 0.0011621683282425452 -0.10003823077402299 -0.10011177005654254 0.053703494738349469 -0.041644184010638997 0.014316980945404857 -0.048860982027766876 -0.062192393274855831 -0.0047562973935720374 -0.015323683835649072 0.051617395302328853
leaf_weight=0.0074683097103193088 0.013098338898744344 0.0057005440403650309 0.0076536295101985174 0.0048568586269954741 0.0055081831272723028 0.0061218982976290904 0.0090588763664525285 0.0020005572434019792 0.019015115343603894 0.0040865184303397195 0.028446312731830292 0.01189950559581443 0.024075124317931795 0.011070856301557797 0.013713649796045502 0.006472936275749186 0.0084403136050852368 0.011861077415161958 0.01387345248076588 1.1530000917667598 0.003644535642437695 0.0019475940270510242 0.0062844792582943424 0.0060133335391786774 0.16219075041064779 0.012608897973416688 0.024003274016422493 0.35957218093186111 0.014030205861985334 0.032895322572585428
leaf_count=36 24 39 39 39 7 23 22 20 57 100 12 43 25 7 13 68 25 20 12 808 115 24 32 200 372 36 22 593 42 25
internal_value=-9.16126e-05 4.0892e-05 -0.000222139 -0.0275808 -0.00722966 -0.0447088 8.94947e-05 0.000371267 0.031649 -0.0463788 -8.89371e-05 -0.0129549 -0.0453462 0.00880157 0.0192372 -0.0467245 0.0372606 0.0193887 0.000544517 0.000147763 0.000480472 -0.026411 -0.0075743 0.00708078 0.000754082 0.00975974 -0.000240036 -0.00835052 0.00235261 0.0316028
internal_weight=1.99061 1.98314 1.97005 0.0221875 0.0173306 0.0118224 1.94786 1.93612 0.028074 0.0117401 1.90804 0.089534 0.0359746 0.0535594 0.0450859 0.00847349 0.0313722 0.0203014 1.81851 1.79006 1.77619 0.0178899 0.0142454 0.0122978 1.7583 0.1748 1.5835 0.383575 1.19993 0.0469255
internal_count=2900 2864 2840 108 69 62 2732 2593 79 139 2514 221 68 153 65 88 52 45 2293 2281 2269 371 256 232 1898 408 1490 615 875 67
is_linear=0
shrinkage=0.1


Tree=707
num_leaves=31
num_cat=0
split_feature=0 0 1 2 2 4 1 0 1 4 1 1 1 3 0 3 3 4 1 3 4 2 2 0 2 0 1 3 2 2
split_gain=0.000879146 0.00583702 0.00440238 0.0117121 0.0120952 0.0108483 0.00732978 0.0108838 0.00718057 0.00535672 0.00420016 0.00642051 0.00354928 0.0032604 0.0138334 0.00944119 0.00667475 0.0148324 0.0101013 0.00772737 0.00581071 0.00749352 0.00959831 0.0063532 0.00566878 0.00509103 0.00775748 0.00371629 0.00340603 0.00945408
threshold=87.568458224950021 87.735142629050017 62.132955852800002 -0.14739999999999998 -0.081474999999999992 41.289992964000007 62.106071271500007 86.866770652900016 62.197478847950002 42.297164883650005 62.014663695050011 62.154463517850012 63.910026677050006 0.091975000000000015 86.530713386650021 0.093480000000000021 0.088165000000000021 41.468518788800004 61.928633034850002 0.087530000000000011 40.496232821400007 -0.117115 -0.091399999999999995 86.001087134900004 -0.074434999999999987 86.597924839850023 62.084563606450011 0.10371000000000001 -0.042409999999999996 -0.082314999999999985
decision_type=2 2 2 2 2 2 2 2 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 12 8 -6 7 13 -5 -7 -3 -12 -4 16 15 -15 19 -18 -19 25 24 -22 -23 27 -17 26 28 -24 29 -1
right_child=1 10 3 4 5 9 -8 -9 -10 -11 11 -13 -14 14 -16 20 17 18 -20 -21 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0016493380659909993 0.053570081524446513 -0.062396654656954265 0.070559295186680027 -0.10072279547335072 -0.074435365667064532 0.061424652823530324 0.036804267100296613 -0.044471271498955557 -0.031379225212092687 -0.0088174660677087062 0.10012116626378849 0.00082080630933600233 0.00788546528111282 0.045601731085087333 0.074859253013744423 0.047893995491321888 -0.10042100796469211 0.055265756292800908 -0.041405221224112942 0.050936532821354887 -0.078097623172579456 0.056714494421446597 -0.021533151866498748 0.0041467699521801375 -0.010054521947799749 -0.053096496205957078 0.054360007441621665 -0.081459313883802814 0.024384871781773468 -0.047793668228297753
leaf_weight=0.17896210054203412 0.021406222198258607 0.010406281595350841 0.013595263803836119 0.029001602876490992 0.0150005657467807 0.020463383524247147 0.05266286462861558 0.055286559407250024 0.030783447826593147 0.023126707861609752 0.0065532416192580758 1.0175224104483083 0.02694292271180164 0.04100370069843251 0.029569837992312387 0.030508695810567588 0.021826175488937949 0.019042616838206072 0.024998684114564185 0.02922291872448568 0.019135047920372017 0.017823834323081655 0.020514920012061566 0.039929489807946084 0.037793340862663172 0.018941921123769134 0.024406518019532086 0.020882227889389426 0.035197069053208491 0.049334093350182684
leaf_count=258 11 5 9 18 32 14 29 31 25 26 4 1927 54 20 15 23 23 18 28 11 22 15 22 34 30 8 9 33 115 31
internal_value=-8.88818e-05 0.00188346 -0.00233799 -0.0174868 -0.0333736 -0.00108439 0.000800498 -0.00185364 -0.0650176 0.0241577 0.000813924 0.00145625 0.0289043 0.00172125 0.0105142 0.00215418 -0.00390461 -0.0330129 0.000393462 0.00180052 -0.00739367 -0.0208035 -0.00974634 -0.0243121 0.0158295 -0.00287909 0.000424892 -0.0517621 -0.00457094 -0.00903514
internal_weight=1.98184 1.05589 0.925957 0.158914 0.118376 0.0585907 0.767043 0.71438 0.0597851 0.0435901 1.03448 1.02408 0.0405382 0.659093 0.257161 0.227591 0.401932 0.0658675 0.0440413 0.336065 0.186588 0.118286 0.0991505 0.0813266 0.068302 0.306842 0.2879 0.0413971 0.263493 0.228296
internal_count=2900 1947 953 178 115 72 775 746 43 40 1936 1931 63 715 214 199 501 69 46 432 179 126 104 89 53 421 413 55 404 289
is_linear=0
shrinkage=0.1


Tree=708
num_leaves=31
num_cat=0
split_feature=0 1 2 2 0 4 4 0 3 3 3 3 1 4 2 0 4 4 4 4 2 3 2 2 4 4 1 2 1 0
split_gain=0.000847092 0.00151959 0.0013747 0.00186863 0.0019263 0.00107175 0.00576185 0.00684911 0.00491857 0.00751498 0.00488374 0.00340797 0.00360652 0.00370989 0.0032737 0.00307581 0.0024657 0.00549511 0.00664622 0.00375205 0.00203595 0.00886226 0.00609417 0.00565854 0.00346736 0.00582376 0.0025286 0.0055723 0.00245982 0.00181885
threshold=111.60596236935002 85.804829691400016 -0.012769999999999998 -0.046474999999999995 119.06105676505003 43.19689381845 43.082598263550004 89.665455566700004 0.086945000000000022 0.08594000000000003 0.088670000000000013 0.096845000000000028 62.095317438950012 47.833738492450003 -0.23771499999999998 94.73051068445001 43.368902217050007 43.45354240915001 43.673409002000007 43.874475754150005 -0.088944999999999996 0.082325000000000023 -0.10282499999999999 0.066885000000000014 44.421469061800003 47.833738492450003 64.84561010645001 -0.15818499999999999 89.619751778500017 103.44649194340002
decision_type=2 2 2 2 2 2 2 2 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 6 29 -8 9 14 -10 12 -12 -14 15 -7 -16 -18 -19 -20 22 23 24 -22 -21 -26 -27 -28 -29 -1
right_child=1 2 -4 -5 -6 8 7 -9 10 -11 11 -13 13 -15 16 -17 17 18 19 20 21 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=0.0002365312411778881 -0.10010931053147665 0.0078682205002865001 -0.10004039777336778 0.096331375885983492 -0.10008721860056627 -0.10021420616169362 -0.090218864290467271 0.015491656361582075 0.0609767702142937 -0.07095128213032427 0.061073016498488321 -0.032783573640920015 -0.032444511201013403 0.044033336263922952 0.048507718285258523 0.0092584487078252366 -0.061319837557661627 0.078420616810866747 -0.057590762403657826 0.066146464631132537 -0.069049130590181237 0.058928665132902826 -0.068553552882506488 0.029918767405960361 -0.056652576315323978 0.00018486328515310334 0.07553191732281031 -0.10009336304176675 0.051179705182461711 -0.02740786054714547
leaf_weight=1.5886565327862616 0.002219103252920694 0.0075054920033317436 0.0015139347436633572 0.001753632993256816 0.0021196472338635072 0.0058255543822639533 0.015358574906262468 0.010199352601773626 0.027252343011241464 0.014847407913919142 0.016010236976626402 0.014289077531657313 0.014649143850873125 0.011186619110048923 0.012511811796002803 0.0045877487776095904 0.012526251021832913 0.012203020433776857 0.0099533682902266385 0.0088171025054179925 0.01270189853502314 0.028779421933984306 0.012278458252644953 0.010596962265033483 0.014735717943992199 0.044916594286320333 0.014082411641595613 0.0031901539477878901 0.0016211966656669574 0.024162332427350663
leaf_count=1588 25 99 102 6 106 94 33 18 24 20 13 38 38 12 18 41 10 19 15 9 32 37 22 36 34 47 31 89 10 234
internal_value=-9.04852e-05 -0.023675 -0.0105191 0.00139164 -0.0159057 9.2668e-05 -0.000924146 -0.0480332 0.00550921 -0.00220355 0.0262438 0.00938177 0.0237799 0.000669609 0.00267266 -0.0519843 0.00553399 0.00264948 0.00725791 0.00188658 0.00578851 0.0218119 -0.00258621 -0.0240358 0.00668517 1.04108e-05 0.0130956 0.0437886 -0.0491215 -0.000177621
internal_weight=1.96105 0.0151118 0.0128927 0.0113788 0.00962514 1.94594 1.63838 0.0255579 0.307563 0.224175 0.0833874 0.0561351 0.041846 0.0258358 0.209328 0.0104133 0.198914 0.186403 0.173876 0.161673 0.15172 0.0520783 0.0996416 0.0232989 0.0873632 0.0785461 0.0638104 0.0188938 0.00481135 1.61282
internal_count=2900 338 313 211 205 2562 1873 51 689 564 125 101 63 50 544 135 409 391 381 362 347 105 242 68 220 211 177 130 99 1822
is_linear=0
shrinkage=0.1


Tree=709
num_leaves=31
num_cat=0
split_feature=0 3 0 0 0 4 2 3 3 1 1 0 3 4 1 0 0 3 1 1 0 3 4 1 4 0 1 0 2 1
split_gain=0.000841679 0.00424887 0.00207475 0.00297227 0.00471765 0.00358464 0.00495444 0.0023249 0.00322756 0.00219802 0.00880733 0.00199878 0.00606366 0.00520107 0.00371737 0.00223519 0.00463337 0.00804065 0.00192001 0.00620061 0.00344392 0.00338135 0.00243003 0.013992 0.00656448 0.00698018 0.00592082 0.00600557 0.00555422 0.0053842
threshold=71.249517373150013 -0.23472499999999999 71.340924949550015 76.591483678350016 78.156166310250015 41.468518788800004 -0.16297999999999999 -0.27223499999999995 -0.49570500000000001 59.74022811670001 57.960468834350003 83.992808911450012 0.096845000000000028 42.131954243650007 61.614083433650009 85.253695774650012 85.613949164150014 0.08708500000000001 61.917879202350001 61.923256118600001 85.678472159250006 0.092425000000000021 40.621691032550004 62.00390986255001 40.259171735100004 86.530713386650021 69.873026810350026 93.679323555450011 -0.103615 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 -2 5 -5 6 -4 8 -6 10 -9 12 13 -11 -13 -16 17 -17 21 -20 -21 -18 23 -22 25 -25 -27 -28 -26 -24
right_child=2 -3 3 4 7 -7 -8 9 -10 11 -12 14 -14 -15 15 16 18 -19 19 20 22 -23 29 24 28 26 27 -29 -30 -31
leaf_value=-0.10019515335570989 0.033805740708828629 0.0089643732424477002 0.060675087496909808 0.059466776494154196 -0.010276171801963375 -0.10017061151331892 -0.071431983778647692 0.038776125866410667 -0.1001396412493229 -0.10008503506406581 -0.10016772635088961 -0.043560352634927912 0.095836528017738273 0.036121769901093996 0.022596729655347356 0.010361156450421651 -0.037142513574873984 -0.077599043054832451 0.058871220112952566 0.03710241079819545 0.082656916036544764 0.0060532527590118727 -0.0201266404459522 -0.039765493899631021 0.077324350203009984 0.013249416985807054 -0.084268356587346174 -0.0059105994054042639 0.013041186282038267 0.00036416217773284088
leaf_weight=0.0049685950550694474 0.018105263538725214 0.012629060099972299 0.005543673651522695 0.013325939927426478 0.015533539358162374 0.0064816733341136459 0.0058183752823379184 0.0086673735536642038 0.0053813861864716586 0.0044522746777081457 0.0096318950597337194 0.019275673047331909 0.0085514793927856658 0.0075701908772152215 0.044996682740624183 0.021101454427627675 0.035512870193315282 0.020477791008303825 0.018642109062056877 0.025815732570355965 0.022543343760844325 0.037006075646786485 0.15063928002741978 0.043565732416937009 0.019328612187344163 0.23395739292388384 0.010250035956403281 0.21382234832762764 0.044124980110254231 0.86216549056542646
leaf_count=65 12 81 25 24 43 38 33 14 43 37 37 19 11 22 29 31 19 40 6 25 20 21 93 28 18 153 21 610 54 1228
internal_value=-8.52366e-05 -0.0218562 0.000113035 -0.000205647 0.000176594 -0.0408283 -0.00697543 -0.000242998 -0.0333979 0.000129395 -0.0343575 0.00047167 0.0314663 -0.0143196 0.000121915 0.000588671 2.56717e-05 -0.0329593 0.000824268 0.00152634 0.000868966 -0.0150999 0.00028449 0.00540033 0.00231808 -0.00151554 0.00212263 -0.00949502 0.0326225 -0.00268353
internal_weight=1.94989 0.0175977 1.93229 1.91418 1.89634 0.0178437 0.011362 1.88301 0.0209149 1.8621 0.0182993 1.8438 0.0205739 0.0120225 1.82323 1.80395 1.75895 0.0415792 1.71737 1.64486 1.62621 0.0725189 1.6004 0.587592 0.565049 0.501596 0.45803 0.224072 0.0634536 1.0128
internal_count=2900 146 2754 2742 2646 96 58 2622 86 2536 51 2485 70 59 2415 2396 2367 71 2296 2256 2250 40 2225 904 884 812 784 631 72 1321
is_linear=0
shrinkage=0.1


Tree=710
num_leaves=31
num_cat=0
split_feature=3 3 4 4 3 3 1 2 0 1 2 1 1 3 4 4 3 0 2 2 0 0 4 4 4 0 1 4 1 4
split_gain=0.000884823 0.00393076 0.00816583 0.00866471 0.00343513 0.00297371 0.00439133 0.00974034 0.00902075 0.00654447 0.00388648 0.00944306 0.00568833 0.00370745 0.00368871 0.00557343 0.00685261 0.00389648 0.00345726 0.00630142 0.00363866 0.00642901 0.00375926 0.00739944 0.00274561 0.00557733 0.00307258 0.00297605 0.00809244 0.00297608
threshold=-0.098985000000000004 1.0000000180025095e-35 38.386256906100009 37.511241581900002 -0.085699999999999998 -0.23958499999999999 61.998532946250002 -0.23280999999999999 89.665455566700004 68.214248143850014 -0.23361999999999997 61.944763783650011 73.365333921800001 -0.5582649999999999 38.386256906100009 41.621607100200002 -0.21013499999999999 105.70748523110002 -0.18126999999999999 -0.091779999999999987 86.345209775600011 93.063666643600016 39.995120105550008 37.797539186950011 48.008184682100008 91.625341543800019 70.284360904350009 45.154229826150008 69.64719632740001 47.480720532750006
decision_type=2 2 2 2 2 2 2 2 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 10 7 -7 -8 -10 12 -12 13 -1 -11 -16 -17 -18 -13 -20 -21 -22 23 -23 27 -26 -27 -3 -29 -30
right_child=1 24 4 -5 -6 6 8 -9 9 14 11 18 -14 -15 15 16 17 -19 19 20 21 22 -24 -25 25 26 -28 28 29 -31
leaf_value=-0.013205166407737111 -0.026969267366855443 5.9919085041278198e-05 -0.10029503905676784 0.085899019206127483 -0.03502587335594453 0.037654441891994135 0.090314747620269364 -0.10023602712773967 -0.055113381412007882 -0.035409233619600702 0.056767841731755725 0.024769254482467438 0.056026921526130924 -0.1002074782427145 0.078968937522053695 0.070052455635328456 -0.100111673504081 0.005083075737684792 -0.086783863050776858 -0.042909717782130631 0.077026211311333775 -0.091975616294657878 -0.10014823345634681 0.085556808093437353 0.094463930573897861 -0.10027345205835425 0.015355646932695846 -0.1002233729782738 -0.022655969101083719 0.074944476775030786
leaf_weight=0.0084653142103128225 0.017209703846290308 1.5808431587302052 0.010787461183752567 0.011246336681509206 0.031934330140119177 0.011697860761664014 0.018432720897236798 0.009114037701483918 0.012157669651386982 0.008135343358882885 0.025376102087051461 0.017340326673940261 0.004961263028938844 0.011622766962615718 0.018825693468173199 0.01014105336454918 0.005852244624659165 0.0088398709595267633 0.013160030958474074 0.017057260940418914 0.010382133215841804 0.0041125932246317554 0.0046574346078527293 0.005470685624729299 0.0092436504837679276 0.002546997208355605 0.02351705736044888 0.010658610604025426 0.0075875067872381574 0.0053111120692391767
leaf_count=23 52 1798 52 10 73 31 30 47 17 28 60 21 33 74 20 25 35 27 42 20 16 33 28 10 10 4 193 29 42 17
internal_value=-8.09365e-05 -0.000857455 -0.0238633 0.0176383 -0.0515067 0.00580268 0.0183113 -0.0227312 0.0286793 0.0109143 -0.0047257 0.00429609 -0.0398617 -0.0635439 0.026413 0.0379329 0.006824 -0.0368187 -0.0141511 -0.0264577 -0.00741034 0.0171815 -0.026448 0.00937008 0.000141203 0.0277253 0.00405629 -0.000465833 -0.0357472 0.0175318
internal_weight=1.93669 1.71089 0.0711778 0.028456 0.0427218 0.225802 0.103196 0.0208119 0.0823846 0.0639519 0.122606 0.0975566 0.0250493 0.0200881 0.0517942 0.0436589 0.0248332 0.0146921 0.0721805 0.0548401 0.0416801 0.0246228 0.0142407 0.00958328 1.63971 0.0353077 0.0260641 1.6044 0.0235572 0.0128986
internal_count=2900 2280 187 62 125 620 260 78 182 152 360 230 130 97 135 107 87 62 170 149 107 87 71 43 2093 207 197 1886 88 59
is_linear=0
shrinkage=0.1


Tree=711
num_leaves=31
num_cat=0
split_feature=2 3 2 2 1 4 1 1 2 1 4 3 3 3 3 2 3 3 4 2 3 3 3 1 0 1 1 3 3 1
split_gain=0.000925136 0.00196823 0.000924534 0.00310765 0.00270278 0.00263431 0.00581211 0.0052467 0.00175822 0.00519209 0.00142887 0.0044806 0.0039299 0.00206409 0.00536927 0.00304555 0.00687982 0.00716488 0.00646841 0.00354285 0.0100426 0.0147065 0.0118508 0.0098936 0.00757657 0.00348716 0.0125721 0.00302301 0.0160363 0.0160439
threshold=-0.62958999999999998 0.097615000000000021 -0.58350999999999986 -0.50001499999999999 72.496961945650014 39.852039223600009 75.645146416450004 78.285212300550015 -0.26138499999999998 62.305017173150013 49.275256100300005 -0.25095999999999996 -0.24299499999999999 -0.15684499999999998 -0.23958499999999999 -0.15009499999999998 0.083565000000000014 0.093760000000000024 48.008184682100008 -0.11808 0.088565000000000019 0.098200000000000023 0.085765000000000022 63.565904036300005 91.410264893400026 63.910026677050006 62.245871094250013 0.084795000000000023 0.086520000000000027 72.303392960300016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -2 -7 -8 9 -5 13 -12 -13 14 -10 16 18 -18 25 20 22 -22 23 -17 -25 26 -15 -21 29 -29
right_child=2 -3 3 8 -6 6 7 -9 10 -11 11 12 -14 15 -16 19 17 -19 -20 27 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.053466569032043422 -0.024906286899986561 0.0037828991624355643 -0.017283891571079214 0.070527333970316908 -0.10009790823189715 0.058398579437698245 -0.10023707528114444 0.033371452849268506 -0.00026481517401987794 -0.016050922737423898 -0.10023866604546855 0.10011211832659582 -0.020677538284110328 -0.10024399708021775 0.042512612888662857 -0.047472448922595167 0.04413544104520422 -0.036187661329952069 0.0078254174562899688 0.0064135342334731508 -0.062391551757091712 0.027987144804765059 0.083234329564636778 0.10007321452752103 -0.0037046874776257609 -0.10041587588342793 0.09990773382087742 -0.062458250801307208 0.00019974300837048722 0.025649623523032874
leaf_weight=0.01003015575271482 0.012674874899232136 0.014965398632234894 0.014996616854618717 0.013238449635113864 0.0053458043095894288 0.022404196581078395 0.0054551379562326474 0.0063725133597363204 0.10603802820952576 0.014528158532522678 0.0058761741994572949 0.0032312690746039143 0.016185531479893212 0.0094591390961681898 0.040566980714672712 0.019963332592964147 0.025728409021042009 0.019538875640521924 0.015554232183973227 0.36697879392634147 0.032632227072979136 0.040164317128267749 0.034420819498336641 0.013130527382600121 0.015154171250930121 0.017710693797169441 0.0046963908723682843 0.082107198446801782 0.90506837792248696 0.027619167597643296
leaf_count=29 45 20 39 19 57 23 10 43 313 41 15 1 196 52 91 24 36 32 31 452 38 31 13 9 34 91 5 68 988 54
internal_value=-7.70408e-05 -0.01919 0.00017482 -0.000176729 -0.0390467 0.0140394 0.0284596 -0.0282513 0.000255449 0.0252275 -0.000129377 -0.0237302 -0.000576189 0.000206634 0.0115721 -0.000815641 -0.0184195 0.0094653 -0.0450382 0.000245784 0.014558 -0.0125266 0.0384082 0.00642854 0.0444718 -0.0708415 -0.0338395 -0.00136451 -0.00417727 -0.0402807
internal_weight=1.92184 0.0249956 1.89684 1.84993 0.0203424 0.0469067 0.0342318 0.0118277 1.82959 0.0277666 1.80182 0.025293 0.0194168 1.77653 0.146605 1.62993 0.0926877 0.0452673 0.0474205 1.53724 0.155465 0.0727965 0.0826689 0.048248 0.0282847 0.0318662 0.0141555 1.38177 1.01479 0.109726
internal_count=2900 49 2851 2730 96 121 76 53 2634 60 2574 212 197 2362 404 1958 247 68 179 1711 149 69 80 67 43 148 57 1562 1110 122
is_linear=0
shrinkage=0.1


Tree=712
num_leaves=31
num_cat=0
split_feature=4 4 2 4 4 3 3 0 4 4 4 0 0 3 3 4 4 2 0 1 0 1 1 3 4 0 0 2 1 3
split_gain=0.000829642 0.0049222 0.00611545 0.00443828 0.00406298 0.00207142 0.00542047 0.0107822 0.00501359 0.00461106 0.00752092 0.00401032 0.0033909 0.00284034 0.00522135 0.00187948 0.00330526 0.0107735 0.00201608 0.0125567 0.0102563 0.00831948 0.00862728 0.00743148 0.00566078 0.00514176 0.00415499 0.00408929 0.0125043 0.0092465
threshold=43.19689381845 43.082598263550004 -0.079824999999999993 43.245737185650007 43.279086095950007 0.086520000000000027 0.083795000000000022 86.232294534150014 43.411469133450005 44.921040431000009 47.833738492450003 86.420486603250012 88.76213363490001 0.082325000000000023 0.081550000000000025 43.022303514600004 42.898324343550009 -0.092624999999999999 85.807518149550006 61.960894532450006 85.656964494200011 61.923256118600001 61.907125369850007 0.087725000000000011 42.131954243650007 85.839779647100016 85.872041144650012 -0.068524999999999989 62.084563606450011 0.091975000000000015
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -5 6 8 -8 -6 11 -11 -7 -13 14 -10 16 18 -18 19 21 23 22 -1 24 -21 -20 -27 28 29 -28
right_child=3 2 -4 4 5 9 7 -9 13 10 -12 12 -14 -15 -16 -17 17 -19 25 20 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.012092892985257668 0.05426289836015679 -0.085980196026183953 0.018078267736002664 -0.064684970222085802 0.091707403878156749 -0.00042728871137599387 0.047331686874218279 -0.083696787194017866 -0.00079758627460367517 -0.1001294004068139 0.021277169298957885 0.09780853587352227 0.028144564914659914 0.025547666705643915 -0.10026813020959804 0.02307430162861827 0.044328394371312363 -0.10032756958546725 -0.068983729070723948 -0.062616394908370634 0.056374967054841997 -0.06455907741214921 0.052606969183071089 -0.10026141158234379 0.076499124174573108 0.052760389597181913 -0.064641547116176576 0.0057590228869902589 -0.00076969405112994253 -0.010175700448668397
leaf_weight=0.10542166182918122 0.017079638146015041 0.014713229335461292 0.0091661987805503331 0.0089107461129174226 0.0064922088155050508 0.01715538733986266 0.0092745670062868088 0.01945246995128095 0.12320527372319037 0.0074341340064368868 0.016269128856293502 0.013207485986640677 0.014835571562304972 0.0396668189479783 0.0055132201656817861 0.033683749674365937 0.0088281138235726253 0.012352563171486142 0.011304754676075279 0.0047108551354974465 0.068862506554069114 0.0230773385645342 0.025617637604000265 0.0079047207936057823 0.0077157507589653562 0.014089094300288596 0.057493302582770189 0.45260230220307696 0.68075165866844722 0.068076391254180635
leaf_count=213 11 34 21 11 17 26 9 57 513 32 35 7 47 37 12 22 16 28 8 43 34 24 10 45 12 10 41 656 838 31
internal_value=-7.48493e-05 -0.00097447 -0.046037 0.0047665 0.00176248 0.00393526 -0.0011366 -0.041394 0.00547647 0.0189226 -0.0168 0.0376565 0.0609543 0.00215178 -0.00505807 -0.000294487 -0.000802716 -0.0400349 -0.000258758 0.00808768 0.0379494 -0.00919458 0.000555661 -0.0244582 0.0237612 -0.00183997 -0.00124371 -0.00184809 -0.0061181 -0.0351134
internal_weight=1.90487 1.60637 0.0238794 0.298497 0.281417 0.272506 0.203605 0.028727 0.174878 0.0689017 0.0237033 0.0451984 0.0280431 0.168385 0.128718 1.58249 1.54881 0.0211807 1.52763 0.24331 0.0891938 0.154117 0.131039 0.0203313 0.0124266 1.28432 1.27301 1.25892 0.806321 0.12557
internal_count=2900 2086 55 814 803 792 645 66 579 147 67 80 54 562 525 2031 2009 44 1965 381 134 247 223 100 55 1584 1576 1566 910 72
is_linear=0
shrinkage=0.1


Tree=713
num_leaves=31
num_cat=0
split_feature=1 1 1 0 0 1 1 3 1 0 4 2 3 2 3 3 1 0 2 2 2 0 0 3 3 3 3 4 4 4
split_gain=0.000839795 0.0114697 0.00612939 0.00589025 0.0168834 0.00531629 0.00690318 0.00775153 0.00506112 0.00435091 0.00432182 0.00780141 0.00814384 0.00491543 0.00479679 0.0109855 0.0082118 0.00759642 0.00668241 0.0119574 0.0156381 0.00877322 0.0218862 0.00875708 0.0062952 0.00623756 0.0113303 0.0167522 0.00798415 0.0122468
threshold=66.697957758300021 66.318885161900013 65.630639880500027 92.031298721500022 90.259604813550013 67.649671936450019 68.961639504150014 0.25847000000000003 67.649671936450019 89.219171517050015 38.115457128050004 -0.14581999999999998 0.091250000000000012 -0.26820499999999997 0.083415000000000031 0.085765000000000022 63.431481129800005 89.057864029250013 -0.12835499999999997 -0.087910000000000002 -0.091779999999999987 86.103248543850015 85.737618238150006 0.093925000000000022 0.084365000000000009 0.08784500000000002 0.091545000000000029 41.811877919650009 42.178283198950005 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=1 2 10 4 8 -5 -7 -8 -2 -10 11 13 -13 -1 -12 24 17 18 23 20 21 22 -20 -17 -16 -21 27 -27 -28 -30
right_child=3 -3 -4 5 -6 6 7 -9 9 -11 14 12 -14 -15 15 16 -18 -19 19 25 -22 -23 -24 -25 -26 26 28 -29 29 -31
leaf_value=0.02906192484155809 0.085262399563283339 0.054349821565607762 -0.03681869151149144 -0.077919539467727561 -0.086630787587648861 0.041076910035722558 -0.00066509295298133972 -0.10016333553312695 -0.10017523199943153 0.039906997336073502 0.00996604184079233 0.060389325876844327 0.00067049140509065465 -0.10018765642238675 -0.014593217484952245 0.059980899490552811 -0.041446925623355765 0.047077250667524377 -0.058632829265268888 0.031452982896881469 -0.10048102249801666 -0.052495307151949222 0.06211473664401073 -0.0078834944954977466 -0.077292507980805725 -0.10061341334318584 0.018861033563940349 0.0039999697685342596 -0.080860077805321742 0.018168916338850215
leaf_weight=0.0046395201295990106 0.0098694770997555248 0.039778986982128228 0.044126875985810332 0.0087262010242666888 0.027855761024629278 0.039697733614445951 0.61388457852890921 0.0079310645139213376 0.0037797399442850155 0.0053636267227989975 0.2893071870636782 0.046066453558040149 0.04528145896903446 0.0080438860529386223 0.033252591846576252 0.038565373067853681 0.047233992644277301 0.034993391745956615 0.0265907972415107 0.067184981445767455 0.026334753069817918 0.036393958667758852 0.034470763695935602 0.03750569504336454 0.030888271318985971 0.026359626843259321 0.16708398811196901 0.036507351447752967 0.022766107317757189 0.027661609719837998
leaf_count=10 8 34 44 12 68 42 1546 38 29 16 391 39 40 78 18 23 46 11 32 31 28 18 16 25 27 16 112 35 31 36
internal_value=-7.75526e-05 0.0015728 -0.000283027 -0.00277257 -0.0370453 -0.000375945 0.000646953 -0.00193416 0.0356025 -0.018001 0.00119996 0.0205824 0.0307865 -0.0529089 -0.000851084 -0.00536175 -0.00134559 0.00190662 -0.000980852 -0.00541939 -0.0321076 -0.0136315 0.00953216 0.0265214 -0.0447873 0.00408602 -0.00247171 -0.0398636 0.00833559 -0.0265387
internal_weight=1.88815 1.17104 1.13126 0.717108 0.0468686 0.67024 0.661513 0.621816 0.0190128 0.00914337 1.08713 0.104031 0.0913479 0.0126834 0.9831 0.693793 0.629652 0.582418 0.547425 0.471354 0.12379 0.0974555 0.0610616 0.0760711 0.0641409 0.347564 0.280379 0.062867 0.217512 0.0504277
internal_count=2900 1141 1107 1759 121 1638 1626 1584 53 45 1063 167 79 88 896 505 460 414 403 355 94 66 48 48 45 261 230 51 179 67
is_linear=0
shrinkage=0.1


Tree=714
num_leaves=31
num_cat=0
split_feature=0 3 3 3 3 3 4 3 3 4 1 0 2 3 4 3 3 1 1 1 0 1 4 2 2 2 0 0 4 3
split_gain=0.000864395 0.00345985 0.00168418 0.00161066 0.0029612 0.00137263 0.00459725 0.00152845 0.00335208 0.00329468 0.00831916 0.00533499 0.0022113 0.00212312 0.00194873 0.00376641 0.00546474 0.0057259 0.00788676 0.00543264 0.00362752 0.00534471 0.00202843 0.0103549 0.00819371 0.00235985 0.00158052 0.00683184 0.0112277 0.0242561
threshold=71.249517373150013 -0.23472499999999999 -0.54481999999999997 -0.15684499999999998 -1.0000000180025095e-35 -0.25765499999999997 39.530201452500002 -0.093074999999999991 1.0000000180025095e-35 41.43512228960001 62.009286778800011 97.013011637200023 -0.10098 0.072890000000000024 47.137898133050008 -0.25276999999999999 -0.2485 61.998532946250002 64.221887820150016 66.318885161900013 82.401241698250018 80.677940036650014 38.938637541200009 -0.033594999999999993 -0.033594999999999993 -0.22866 86.232294534150014 87.568458224950021 42.541806567400009 0.093295000000000031
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -5 6 -4 14 9 10 -9 -12 -11 -10 15 -7 -17 -18 -19 -20 -16 -22 23 -21 25 -24 -15 28 29 -28
right_child=2 3 5 4 -6 7 -8 8 13 12 11 -13 -14 26 20 16 17 18 19 22 21 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.10017136137132872 0.032288822492741433 0.068548550819994933 0.013157978338957097 -0.10010013263312528 0.02273815948054636 0.069708483890554493 -0.059978320849068324 0.065372107544737809 0.025057927855030387 -0.014741358917172528 -0.063941974181075625 0.020927171140141355 -0.10026590153315106 0.005019005708844817 0.027414065270677402 -0.037902934261249889 -0.041557622339175308 0.084718659633257254 -0.063781384122766904 -0.082295589015549078 -0.10019543203615128 0.012157615881792865 0.017664835561641608 0.068669186795852197 -0.032289098394475239 0.082654782794921125 -0.062094452835101357 0.0023205076820433149 0.012169492330081378 0.0076749229133880742
leaf_weight=0.0042844658721024739 0.016121797495596835 0.0029593368723297422 0.019030248440004616 0.0028820383911888625 0.0061504836590417101 0.011370142633067015 0.015673364958212976 0.010681946786291065 0.033503429244262972 0.0047865031473086636 0.022471654272600582 0.011048571657852391 0.0082064314494877943 0.40056739133308306 0.012337240493081936 0.020232860757778415 0.013474062933673259 0.019381122380567328 0.0082334784502506864 0.0088548081792731992 0.0084464714566934163 0.0084897885068002665 0.0076604750377122768 0.0093317899017160144 0.012446735293870859 0.02064369689472656 0.10483391887464666 0.84478488769801918 0.099593855297825939 0.094973063467477914
leaf_count=65 39 17 68 51 13 15 66 13 35 25 37 37 28 418 9 28 41 18 24 24 36 30 41 27 39 29 48 1473 42 64
internal_value=-9.32082e-05 -0.0230374 0.000108963 0.00452111 -0.0164563 -0.000174369 -0.0198729 0.000206186 -0.000708753 -0.0244907 -0.0114783 -0.0359683 -0.0687593 0.000153092 0.00950584 0.0146957 0.0094944 0.0190817 0.0285218 0.0123071 -0.0138305 -0.0438752 0.0229365 -0.00483352 0.0353299 0.0650654 -0.000387057 -0.00227966 -0.0152594 -0.0289314
internal_weight=1.86346 0.0162763 1.84718 0.0119919 0.00903252 1.83106 0.0347036 1.79635 1.63545 0.0571951 0.0442022 0.0335202 0.0129929 1.57826 0.160903 0.131629 0.120259 0.100026 0.0865521 0.067171 0.0292735 0.0169363 0.0589375 0.0181866 0.0407509 0.0283042 1.54475 1.14419 0.299401 0.199807
internal_count=2900 146 2754 81 64 2715 134 2581 2220 140 87 74 53 2080 361 286 271 243 202 184 75 66 160 51 109 70 2045 1627 154 112
is_linear=0
shrinkage=0.1


Tree=715
num_leaves=31
num_cat=0
split_feature=1 1 3 3 1 0 0 4 0 0 3 3 3 3 0 0 0 3 3 0 4 0 1 4 3 4 0 0 1 0
split_gain=0.000873683 0.00357903 0.00617027 0.00352247 0.0031235 0.00421178 0.00615259 0.00780471 0.00304486 0.00654397 0.00652257 0.00327939 0.00278141 0.00878369 0.00269739 0.00307104 0.00298833 0.00822722 0.0070016 0.00493317 0.00453443 0.00838056 0.00628415 0.00537752 0.00717776 0.00922843 0.00793434 0.0043651 0.00410677 0.0163056
threshold=69.873026810350026 70.085415002650009 0.25847000000000003 0.21240500000000004 70.133807249000014 94.614906984850009 94.157869102700019 39.039757512550004 94.832672093450014 95.141844778450022 0.084535000000000013 -0.25765499999999997 0.087530000000000011 -0.16319499999999998 93.262612545250008 93.972365491700018 91.410264893400026 0.085880000000000026 -1.0000000180025095e-35 90.337570099350003 38.115457128050004 89.738043936200015 60.474177186300004 37.020641110850008 0.090640000000000012 35.461062230100005 89.219171517050015 90.662873533100012 63.431481129800005 88.232507383150008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 -2 3 4 -3 6 7 -6 -7 10 -10 -11 13 -9 16 -16 19 18 -18 20 22 28 -1 24 25 26 -24 -21 -22 -30
right_child=1 2 -4 -5 5 8 -8 12 9 11 -12 -13 -14 -15 15 -17 17 -19 -20 27 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.045339633429908162 -0.04042340689793144 0.039336102254385684 -0.10014831242519773 0.068870355528062421 -0.072198056441749814 0.028838073050267872 -0.094885558106090895 0.095323542680206014 0.0089426685538639052 -0.070711152073815384 -0.10035297834936337 0.0015140082285155715 0.070535360112493367 -0.10034995526035567 0.045152561944313649 -0.0059722902954438455 -0.036677068231532599 -0.061869657316120485 0.045500956742056314 0.056444785547171153 0.00088135145786446926 -0.063738242643981258 -0.050533897008627662 0.054732385036766577 0.03378221916811551 -0.080381729677781649 0.093192022707748387 0.0037903984147922929 0.0088398074331818097 -0.10055034581094098
leaf_weight=0.014332265739462613 0.024885339634920567 0.018145256147672484 0.0062872190783714857 0.0072201911280412858 0.011998789585639352 0.033576004429459516 0.011681907992277127 0.0043733175316731376 0.009339453635424988 0.0063836322742970011 0.013145970792477257 0.4136078284492371 0.0091559174974840118 0.0048253075044725063 0.028994648691522573 0.019754812368375951 0.018929899402586159 0.02777236223920454 0.022921998558403156 0.03003369468888184 0.87344823081101597 0.02171638000618259 0.0070511228192459705 0.03989538825226191 0.049059139281865782 0.016089423741490805 0.0084366968130780151 0.033091967094151187 0.043402602012552194 0.019862082583415486
leaf_count=68 24 12 37 15 26 32 59 14 25 72 26 1182 17 58 32 42 28 40 17 32 787 19 34 28 33 14 7 29 76 15
internal_value=-9.26305e-05 -0.00332996 -0.00165083 -0.000511313 -0.00144551 -0.00287383 -0.0332163 -0.00948208 -0.000194598 -0.00239765 -0.0549564 0.000416227 0.0315168 -0.00732058 0.00136663 0.0244352 0.000449385 -0.0196711 0.00833127 0.00166078 9.13528e-05 -0.00232445 0.0172596 0.0247031 0.00984597 -0.027342 0.0277581 0.0288421 -0.000900653 -0.0255035
internal_weight=1.84942 0.574626 0.549741 0.543454 0.536233 0.518088 0.0420352 0.0303533 0.476053 0.442477 0.0224854 0.419991 0.0183545 0.00919863 1.27479 0.0487495 1.22604 0.0696243 0.0418519 1.15642 1.09329 0.958429 0.134864 0.120532 0.0806364 0.0315772 0.0154878 0.0631257 0.936713 0.0632647
internal_count=2900 1599 1575 1538 1523 1511 174 115 1337 1305 51 1254 89 72 1301 74 1227 85 45 1142 1081 897 184 116 88 55 41 61 878 91
is_linear=0
shrinkage=0.1


Tree=716
num_leaves=31
num_cat=0
split_feature=0 0 1 2 1 0 4 4 0 4 0 3 2 4 0 2 3 3 3 4 0 1 1 4 4 4 0 1 2 4
split_gain=0.000867133 0.00560895 0.00466604 0.00612658 0.00463292 0.0151405 0.0042282 0.00828466 0.00624512 0.00459429 0.00345039 0.00537548 0.00338403 0.00302466 0.00343477 0.00223878 0.00808118 0.00223444 0.00644056 0.0019999 0.00570695 0.00685995 0.00382501 0.00381911 0.00341989 0.00803544 0.0072589 0.00721053 0.0132465 0.00565699
threshold=85.716110573100011 85.775256651950016 61.993156030000002 -0.01762 61.960894532450006 85.656964494200011 42.508878681700004 42.773538294100007 85.328972602300013 41.24714903835001 83.680947768350009 0.10332500000000001 -0.11911999999999999 35.131296350900008 81.648473421750012 -0.092289999999999997 -0.082159999999999997 1.0000000180025095e-35 -0.15684499999999998 43.19689381845 91.625341543800019 62.197478847950002 68.321786469100019 44.086690780350004 40.621691032550004 40.380906245900007 86.780739992750014 62.020040611300011 -0.074434999999999987 40.823855932350007
decision_type=2 2 2 2 2 2 2 2 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 10 5 6 8 -8 9 13 -4 -12 -11 14 -1 16 -15 18 -9 24 21 -21 -22 -23 25 -3 -27 28 -26 -29
right_child=1 19 3 -5 -6 -7 7 17 -10 12 11 -13 -14 15 -16 -17 -18 -19 -20 20 22 23 -24 -25 27 26 -28 29 -30 -31
leaf_value=-0.034634944317073479 0.034298013897338164 0.00051662528447819398 -0.00013526725895896812 0.060246691382792719 0.037515781800385201 -0.10038150755958897 0.098943431996408773 0.01040396778682739 -0.070247927657120762 -0.0086411523958345032 -0.10025502404315789 0.0080744624395416298 0.074491971506208052 0.020926974309162471 0.087267631329397369 -0.005484299810120284 -0.10027301272514338 0.029282350923685349 -0.10013492781298544 0.0055258893861746148 -0.10007869434041552 0.079690349832220453 -0.0031356442427968451 0.0091580814700327352 -0.068274293814124448 0.093480657431003256 0.012140613976179816 -0.038237439953893781 0.0021876725849908534 0.0003865511623599032
leaf_weight=0.0038390130897522495 0.048392671415058319 0.55459935479433731 0.0088349722093038971 0.0055030252957097908 0.028857792047745079 0.015443805635996455 0.011562714539557817 0.029280727774824891 0.014832158889390712 0.0081333832877135137 0.01826007479359526 0.0061144535150106085 0.012303582545059477 0.0098985553827901814 0.0058086051901682367 0.03331239955002728 0.012384120073278378 0.02545121103870418 0.0064281781108425631 0.061136681447806096 0.0042329498886815023 0.027103511716942918 0.10575987148647104 0.010710624583136708 0.049469550187041023 0.018031020526677821 0.028022115535106806 0.04061653991198233 0.057916122985688046 0.57122234392388527
leaf_count=45 25 913 53 30 19 12 13 71 13 11 63 15 48 28 8 35 20 41 55 34 36 31 477 44 35 12 39 47 48 579
internal_value=-9.70141e-05 0.000779568 -0.00549239 -0.0374801 0.000200116 -0.0055072 0.00295081 0.0213176 -0.010338 3.30782e-05 -0.0536741 -0.0730801 0.0414071 -0.0129272 0.0387597 -0.0218966 -0.0464328 0.00664194 -0.00949481 -0.000281411 0.00880887 0.0262334 -0.00686639 0.0597125 -0.00172045 0.00384961 0.0439874 -0.00637223 -0.0302722 -0.00217748
internal_weight=1.83346 1.57721 0.256249 0.0387125 0.217536 0.188678 0.173235 0.0727228 0.100512 0.0856797 0.0332095 0.0243745 0.020437 0.0652427 0.00964762 0.0555951 0.0222827 0.0611601 0.0357089 1.52882 0.208944 0.0989508 0.109993 0.0378141 1.31988 0.600652 0.0460531 0.719225 0.107386 0.611839
internal_count=2900 2320 580 161 419 400 388 180 208 195 131 78 59 136 53 83 48 167 126 2295 622 109 513 75 1673 964 51 709 83 626
is_linear=0
shrinkage=0.1


Tree=717
num_leaves=31
num_cat=0
split_feature=2 3 2 2 0 1 1 2 2 1 2 1 2 3 3 3 3 3 2 1 0 3 3 0 1 4 4 4 2 1
split_gain=0.000779952 0.0019642 0.000932832 0.00370015 0.00326662 0.00321172 0.00285396 0.00208362 0.00185866 0.00456282 0.00160075 0.00324219 0.00147491 0.00679312 0.00237029 0.00238475 0.001296 0.00318259 0.00439133 0.00432062 0.00747535 0.00796288 0.00587054 0.00472052 0.0105294 0.00562829 0.00336906 0.00143766 0.00757026 0.00522212
threshold=-0.62958999999999998 0.097615000000000021 -0.58180999999999994 -0.50001499999999999 91.410264893400026 67.316303128300021 78.285212300550015 -0.59681499999999998 -0.26138499999999998 62.305017173150013 -0.59967499999999996 78.494912034700022 -0.24299000000000001 0.093295000000000031 -0.10778500000000001 -0.11050499999999999 0.10500500000000003 0.10661000000000002 0.20327000000000003 61.966271448700006 86.280686780500005 0.11048000000000002 0.11308000000000003 87.181320254150009 65.461267018300006 41.134354310300004 38.052786106700005 35.337501601400007 -0.11808 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=1 -1 5 4 -4 -2 7 -7 9 -5 -8 -12 13 14 15 -10 27 -18 19 -19 -21 -22 -23 -24 -25 26 -26 28 -14 -30
right_child=2 -3 3 8 -6 6 10 -9 12 -11 11 -13 16 -15 -16 -17 17 18 -20 20 21 22 23 24 25 -27 -28 -29 29 -31
leaf_value=-0.052865616946318222 0.055651184088854 0.0054147768906497419 -0.10020995843851287 0.069991475914646759 -0.0055848951888254573 -0.051027980373804821 0.070249365807322342 0.0055493209423594474 -0.1000440133660431 -0.012901212796922757 0.10002863542822071 -0.10006889397786552 -0.072268168587704879 0.058545006199666176 -0.10019579390025764 0.080499653950770314 -0.042030336614765719 0.022008579282807375 0.057653635627436223 -0.078663780141909737 0.04333050129449547 -0.07389746637137759 -0.072999426810827675 0.095247568507977887 -0.019734501520065686 0.030826818134928786 -0.10022867459968859 0.00050126928241372743 0.054908543578171244 -0.040676955682990734
leaf_weight=0.0096600816274127199 0.01332949299830892 0.014407776359618651 0.0069180520374764673 0.012626010438466579 0.0077188153387476935 0.011495657887088839 0.0069742333457111921 0.015006615900148287 0.0012794739551800771 0.014007663185091706 0.001418047302649942 0.0018877158247252446 0.0076214691543882223 0.0058649033038691281 0.0085993340719148787 0.0017085767613025373 0.023708306710021859 0.037730258177290907 0.011185425546037187 0.016780356471050695 0.024171420655961035 0.017238621404242344 0.0090401293418835849 0.010268348982208408 0.013307871526201762 0.013564679424263204 0.0085342555029539469 1.4542086587778174 0.030561823929542837 0.0070304301993495992
leaf_count=29 10 20 31 19 53 24 22 29 45 41 3 45 77 9 41 2 29 37 25 46 33 28 8 12 33 29 21 1970 37 92
internal_value=-9.4938e-05 -0.0179771 0.000144994 -0.000241599 -0.050309 0.0135968 -0.00164331 -0.0189917 0.000182238 0.0263951 0.0430816 -0.0142346 -0.000227855 -0.0291492 -0.0735352 0.00319142 7.17051e-05 -0.0078126 -0.00279939 -0.00728831 -0.0170786 -0.00632783 -0.0230095 -0.00697674 0.00609062 -0.0197658 -0.0511856 0.00104726 0.018608 0.0370323
internal_weight=1.81785 0.0240679 1.79379 1.74367 0.0146369 0.0501118 0.0367823 0.0265023 1.72904 0.0266337 0.01028 0.00330576 1.7024 0.0174523 0.0115874 0.00298805 1.68495 0.18553 0.161821 0.150636 0.112906 0.0961253 0.0719539 0.0547153 0.0456752 0.0354068 0.0218421 1.49942 0.0452137 0.0375923
internal_count=2900 49 2851 2718 84 133 123 53 2634 60 70 48 2574 97 88 47 2477 301 272 247 210 164 131 103 95 83 54 2176 206 129
is_linear=0
shrinkage=0.1


Tree=718
num_leaves=31
num_cat=0
split_feature=1 1 2 0 2 0 0 1 4 0 4 4 1 3 2 3 3 3 3 1 3 4 2 4 0 2 2 2 0 1
split_gain=0.000820606 0.00459894 0.00281546 0.0038526 0.00300744 0.00248306 0.00226448 0.00426958 0.00381814 0.00222167 0.00195504 0.00484265 0.00275736 0.00362924 0.00268863 0.00174896 0.00285565 0.00352567 0.00126832 0.00121555 0.0077223 0.00759172 0.0069315 0.00486716 0.002723 0.0046021 0.00771513 0.00684222 0.00368391 0.00296475
threshold=81.524804347700012 82.011415269350024 -0.042409999999999996 107.15656416340002 -0.61225999999999992 108.08677067655002 103.44649194340002 80.677940036650014 46.650420857800007 104.06483731340002 42.428475018400007 44.710446918150005 83.715897724050009 -0.22253999999999999 -0.046474999999999995 -0.15148999999999999 0.074640000000000026 0.078505000000000019 -0.21013499999999999 77.898074329750017 0.092425000000000021 41.66248410610001 -0.083135000000000001 42.526729949000007 97.900202820250016 -0.08756499999999999 -0.094344999999999998 0.20327000000000003 98.615332683000005 75.465019721650009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 4 -4 -3 -5 7 19 9 -8 12 -12 -6 -14 15 -13 -17 -18 -7 24 21 -21 23 -23 29 26 28 -27 -26 -1
right_child=1 2 3 5 10 18 8 -9 -10 -11 11 14 13 -15 -16 16 17 -19 -20 20 -22 22 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.00039782262340010361 -0.10016875346014682 -0.10008033966654942 -0.10009201858491355 0.09774545816642953 0.065749588800233419 0.039706742012898456 -0.015556544488369748 0.041737322688326611 0.027602226549563659 -0.1001930312788598 -0.077907379410701333 -0.051768202954777125 0.062714296570377914 -0.10008188117843285 0.10003409287228078 0.095388475392848601 -0.10008034599619256 0.033717145687369394 -0.062028874246981482 0.057109366796105843 -0.040629825295540496 0.082569844402821377 -0.080750296071128116 -0.043847730163074056 0.0077461776869448889 -0.079071921049031588 0.089498672084616704 0.028065267426929448 -0.06718378618302874 0.025943993264538071
leaf_weight=1.5045104923663735 0.005318732129222444 0.0024278455204519078 0.0063712543083507371 0.0020992486092836771 0.01248089459268353 0.0017978718615452305 0.0052547898646194136 0.024997930596555418 0.0067074578082717542 0.007568436590512706 0.006516788650345706 0.0041777711903137034 0.0027163743487084203 0.0027615621970038346 0.0035575560177676371 0.0038126255039543392 0.0028452600794999228 0.006398220789301412 0.0038485712152041655 0.038247578395776638 0.020729177617411665 0.0076202715572435409 0.0095446227551860829 0.0050729779771980787 0.016840245366097406 0.021573685720010505 0.0081101359101012349 0.0082368776447196979 0.010749859739400236 0.043975320432090625
leaf_count=1688 34 26 56 5 29 25 16 28 25 37 56 20 26 183 4 8 50 42 133 34 44 5 16 48 19 72 7 13 69 82
internal_value=-9.1972e-05 -0.0109409 -0.00326307 -0.0424918 0.00834802 0.00488751 0.00032665 0.000711074 -0.0335324 -0.0655101 0.0141635 -0.00268963 0.0397903 -0.0193553 0.0208863 0.00454802 0.0225684 -0.00746741 -0.0296355 0.000106093 0.0120435 0.0300953 -0.0163669 0.0320459 -0.000494585 -0.0204642 0.00375565 -0.0494691 -0.0214486 0.000350256
internal_weight=1.80687 0.0671306 0.0618118 0.0141169 0.0476949 0.00774569 1.73974 1.72021 0.0195307 0.0128232 0.0452671 0.0273082 0.0179588 0.00547794 0.0207914 0.0172339 0.0130561 0.00924348 0.00564644 1.69521 0.0812146 0.0604855 0.0222379 0.0126932 1.614 0.0655108 0.0357002 0.0298106 0.0275901 1.54849
internal_count=2900 697 663 219 444 163 2203 2125 78 53 418 180 238 209 124 120 100 92 158 2097 147 103 69 53 1950 180 95 85 88 1770
is_linear=0
shrinkage=0.1


Tree=719
num_leaves=31
num_cat=0
split_feature=0 0 0 3 3 3 4 1 1 4 0 3 2 3 3 2 1 2 2 0 2 3 3 2 1 1 2 3 3 4
split_gain=0.000788411 0.00476836 0.0039342 0.00358139 0.00492822 0.010983 0.00588807 0.00531294 0.00672397 0.00505528 0.00572266 0.00497346 0.00301272 0.00499395 0.0108405 0.00341609 0.00559463 0.00338672 0.00381769 0.00348553 0.00237124 0.00203026 0.00483683 0.00185575 0.00788779 0.0147799 0.00755746 0.0157829 0.0236768 0.0159985
threshold=85.716110573100011 85.775256651950016 85.694602908050015 0.11467000000000002 0.099780000000000021 0.095645000000000022 39.56957118270001 62.00390986255001 64.071334164850015 39.468990633150007 84.280473931450004 0.091545000000000029 -0.082074999999999995 0.077600000000000016 -0.15684499999999998 -0.23361999999999997 55.895732990150002 -0.01762 -0.013805 67.04476885710001 -0.26820499999999997 0.25847000000000003 0.43162500000000009 -0.096499999999999989 62.00390986255001 62.057679025150001 -0.088099999999999998 0.087265000000000023 0.088165000000000021 41.21013581150001
decision_type=2 2 2 2 2 2 2 2 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 -6 9 -9 10 20 12 13 14 15 16 -11 -14 -19 -20 -1 23 -23 24 -3 -26 27 -25 -29 -30
right_child=1 21 -4 -5 6 -7 -8 8 -10 11 -12 -13 17 -15 -16 -17 -18 18 19 -21 -22 22 -24 26 25 -27 -28 28 29 -31
leaf_value=-0.00089527292692135783 0.032010930170640425 -0.045658962736509906 -0.056524161709788016 -0.060845638859594153 -0.0070440687644190694 -0.08489376493630485 0.065098230504286397 -0.10019459142528125 0.017429259361228636 -0.069521882812847144 0.014646228234828569 0.075340772427423708 -0.10036795317100529 0.04056540477296592 -0.088607491368437374 0.054271017786191561 0.044104577443921683 0.10003175143463394 0.099996835470189588 -0.10010142281221227 -0.1001250676483819 -0.069461591585700519 0.0090813321072427938 -0.071772564970825778 0.097110215933903399 0.0049545036568172992 0.001073033105227739 0.087355137122932192 0.012920564319345899 -0.10044472540534495
leaf_weight=0.0031333393493504511 0.047296405060478608 0.028392403589976023 0.014155386512811674 0.0099740708313689197 0.022123004545056446 0.016469256178389458 0.023154053398769747 0.010915808883992031 0.0087602840048697644 0.008149251971422182 0.013619854269336429 0.012908489173705573 0.0049985773855425464 0.042542460154990636 0.012017128511708684 0.016636990338156452 0.0092538073581207303 0.0027309617144055665 0.0011670007502182222 0.0034266321785243192 0.010405779418476507 0.013914845695351702 0.01796099729975556 0.045886085283328382 0.018140224070521072 0.4282579827363035 0.87593720199063252 0.022904254394234158 0.029427342318555261 0.02157552325661527
leaf_count=6 25 26 12 30 16 19 28 63 52 28 12 14 8 36 52 9 20 3 3 88 81 34 37 62 7 916 1137 12 30 34
internal_value=-8.83751e-05 0.000747261 -0.00534095 -0.00222322 0.000405696 -0.00712008 0.0298485 0.000852183 -0.0478255 0.00764547 -0.0311207 0.0168947 0.00941914 0.0158628 -0.00695477 0.021871 -0.00910277 -0.0369084 0.00639879 -0.049267 -0.0771605 -0.000236939 -0.0252052 0.000304288 0.0054488 0.00869942 -0.00214875 -0.0257067 0.00289383 -0.0350359
internal_weight=1.79624 1.54969 0.246542 0.232387 0.222413 0.177136 0.0452771 0.160666 0.0196761 0.14099 0.027159 0.113831 0.100923 0.0885996 0.0460572 0.03404 0.0174031 0.0123232 0.00732459 0.00459363 0.0135391 1.5024 0.0318758 1.47052 0.474791 0.446398 0.99573 0.119793 0.0739071 0.0510029
internal_count=2900 2320 580 568 538 494 44 475 115 360 99 261 247 145 109 57 48 102 94 91 87 2295 71 2224 949 923 1275 138 76 64
is_linear=0
shrinkage=0.1


Tree=720
num_leaves=31
num_cat=0
split_feature=0 1 1 3 1 4 4 4 4 1 1 0 0 3 2 2 3 4 3 4 3 3 2 1 0 1 3 3 3 2
split_gain=0.000767955 0.00597661 0.00278414 0.00582888 0.00903232 0.00273523 0.00402365 0.00651971 0.00452389 0.00642389 0.00389135 0.00339907 0.00487473 0.0030609 0.00272649 0.002723 0.00247793 0.00186799 0.00203784 0.00221152 0.0017583 0.00175805 0.00134859 0.00132884 0.00127799 0.00468946 0.00749345 0.00806171 0.00519504 0.00266128
threshold=100.53758024625002 77.172190634500012 77.898074329750017 0.087405000000000024 80.468240302450013 40.823855932350007 41.21013581150001 41.986601436450009 42.428475018400007 80.468240302450013 82.204984254750016 101.06989495610001 103.27980753930001 0.079785000000000009 -0.22386500000000001 -0.046474999999999995 0.10332500000000001 45.027406014450008 0.078505000000000019 47.833738492450003 0.087725000000000011 -0.22253999999999999 -0.08756499999999999 89.619751778500017 97.900202820250016 72.496961945650014 0.088670000000000013 0.12191500000000002 0.088105000000000017 -0.66246499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 24 4 -4 11 -7 14 -9 -10 -11 -3 16 17 -8 -15 20 -12 19 -19 -13 -14 23 -21 29 -26 28 -28 -27 -1
right_child=1 5 3 -5 -6 6 7 8 9 10 13 12 21 15 -16 -17 -18 18 -20 22 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.048037900213443036 -0.10015197170276363 -0.090099520132352187 0.033204903903706028 0.055352200156700372 -0.10022079691282432 0.044549402252994835 -1.5956287975771641e-05 0.067651259229412772 -0.08099884637775695 0.063509171914393883 -0.041967159705084085 -0.0119106392961408 0.007955956323440044 -0.10008297548498141 -0.10025108371444656 0.003482370786055121 -0.041301393285380281 0.06598616483973109 0.082840715394690428 -0.10009738978107199 0.047508410664410576 -0.093522604988859934 0.038679804091078594 -0.0056779192270129787 0.059815031943739411 -0.021642410868401206 -0.10027919084534394 0.0179248060843939 0.10007057783910099 -5.2743407339994579e-05
leaf_weight=0.011595029762247022 0.0065761966209957881 0.0064675906785396217 0.014373376279996575 0.026848233053203607 0.0078416779269281367 0.021850447560177289 0.0039194291086431807 0.010883278448480249 0.0088303876553510463 0.011150665158908168 0.0045440055488068501 0.0077868300397874136 0.0021763833895387325 0.0052973320227838079 0.0088214772644561179 0.0048751600464437932 0.0072992470887590912 0.0044770374490354934 0.0051736536341202557 0.0026253984337358928 0.013816705518323147 0.0079189843522347279 0.0026791058072603733 0.0034483465717194406 0.0069092903786048812 0.0085340904713522292 0.017500814525497788 0.008607687654931695 0.005953066051006318 1.5187403686840171
leaf_count=9 39 10 49 26 18 36 14 32 40 20 28 31 61 64 47 47 20 21 24 28 34 253 17 29 24 45 51 19 3 1761
internal_value=-9.27589e-05 -0.00692406 0.000539679 0.0239991 -0.0138929 -0.00266775 0.00669084 -0.00409083 0.0089171 -0.0031207 0.0124131 -0.0229584 -0.0118235 -0.00478957 -0.0694162 -0.0504494 0.0090716 0.0154511 0.0296282 0.00881904 0.0260913 -0.0716456 -0.0204217 -0.0464911 -0.000189798 -0.0163429 -0.0293048 -0.0613086 0.0283719 0.000311629
internal_weight=1.77752 0.150618 1.6269 0.0490633 0.0222151 0.144041 0.0985757 0.0767253 0.0639844 0.0531011 0.0442707 0.0454657 0.0389982 0.03312 0.0127409 0.0101725 0.0289028 0.0229475 0.0184035 0.0132299 0.0216035 0.0100954 0.00875285 0.00607375 1.57784 0.0475049 0.0405957 0.0261085 0.0144872 1.53034
internal_count=2900 895 2005 93 67 856 447 411 350 318 278 409 399 258 61 111 85 147 119 95 65 314 74 57 1912 142 118 70 48 1770
is_linear=0
shrinkage=0.1


Tree=721
num_leaves=31
num_cat=0
split_feature=4 3 4 0 1 0 1 2 4 4 1 4 4 2 4 3 3 3 0 3 4 2 4 0 0 1 1 2 3 4
split_gain=0.000874221 0.00300849 0.00149598 0.002599 0.0086851 0.00755988 0.00315796 0.0024668 0.00269647 0.00194302 0.00701843 0.00326537 0.00329659 0.0102182 0.00413624 0.00239727 0.00156102 0.00674064 0.00650415 0.00340254 0.00748672 0.00612475 0.00316909 0.00673274 0.00953275 0.00654035 0.0086723 0.00536002 0.00874895 0.00556273
threshold=32.785955158400007 -0.22588499999999997 35.461062230100005 89.528344202050008 65.727424373200009 92.031298721500022 72.026481772850005 -0.117115 33.151194885250007 36.372781240150012 69.64719632740001 36.625813070500008 37.020641110850008 -0.081169999999999992 37.360990606650006 0.088395000000000015 0.088165000000000021 0.08883000000000002 90.337570099350003 0.087265000000000023 41.840895355800008 -0.083135000000000001 41.919251152600005 85.253695774650012 85.775256651950016 62.132955852800002 62.197478847950002 -0.16030499999999998 0.094415000000000013 42.674081447500008
decision_type=2 2 2 2 2 2 2 2 2 2 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 -8 -9 10 -4 -11 13 -13 15 -14 19 18 -18 -16 -21 -22 -19 -24 -25 -26 -27 -28 -29 -30
right_child=2 -3 9 4 5 6 7 8 -10 11 -12 12 14 -15 16 -17 17 22 -20 20 21 -23 23 24 25 26 27 28 29 -31
leaf_value=0.073161962049634308 -0.013030319310866205 -0.050577173831903147 0.0023770068595826022 0.10008264151954667 -0.081429887776522575 0.072158175382092224 0.050428356848670045 0.040317644715216518 -0.10011566783826083 0.046805272013699051 -0.10022157599301632 -0.088206473262469831 0.0071952126143894277 0.015353629287492771 0.00020742683520249408 0.085928460571750964 -0.084915655396675851 0.0028403166991278518 0.0049593636036611597 -0.013718726640637783 0.067047810568217209 0.0088830627389338331 0.046731536667196392 -0.078830758305734716 0.01857502683555172 -0.086580325812274109 0.030128260299358008 -0.069988881246096216 0.024336746819592039 -0.043429086049022868
leaf_weight=0.0024411813974992711 0.021252777419423406 0.010070413300080627 0.026197744361866108 0.012363371446554083 0.0081833201729750726 0.01007549139706043 0.0043521344842262074 0.002154023382590969 0.0037434378035569498 0.014789705479740678 0.0089435831148318504 0.016712567384089314 0.0068920200532733697 0.022162388863452467 0.70351017276824701 0.0088115874743694006 0.019368452723454999 0.51457493650402453 0.01378170287471292 0.044350750854898813 0.036821870201805496 0.035613308786216269 0.018203993231977689 0.022043495325505091 0.057721538090468968 0.017899805585329887 0.024085375557406585 0.027000569535464272 0.033763702716930966 0.018890896274487368
leaf_count=56 38 112 30 9 9 11 28 3 46 24 54 25 30 23 1369 18 25 526 33 36 22 22 38 44 56 14 53 66 33 47
internal_value=-9.42796e-05 -0.026434 9.35779e-05 0.0153342 0.0300834 -0.000273547 0.0324018 -0.00667935 -0.048823 -0.00046596 -0.0237347 2.75186e-05 -0.000393761 -0.0291675 0.000303895 0.0513739 -0.00020125 -0.00344333 -0.0475514 0.0028315 0.0186388 0.0384507 -0.00145174 -0.0115086 -0.0167727 -0.00914574 -0.0223 -0.0112088 -0.0237079 2.43915e-05
internal_weight=1.76678 0.0125116 1.75426 0.0621246 0.0408718 0.0285084 0.0203251 0.0102496 0.00589746 1.69214 0.0351413 1.657 1.64221 0.038875 1.60333 0.0157036 1.58763 0.767334 0.0331502 0.820296 0.116786 0.0724352 0.734184 0.219609 0.201405 0.179362 0.12164 0.103741 0.0796552 0.0526546
internal_count=2900 168 2732 144 106 97 88 77 49 2588 84 2504 2480 48 2432 48 2384 935 58 1449 80 44 877 351 313 269 213 199 146 80
is_linear=0
shrinkage=0.1


Tree=722
num_leaves=31
num_cat=0
split_feature=2 3 1 0 0 1 0 0 3 4 3 1 1 1 2 2 3 3 3 4 3 3 4 4 0 2 4 2 0 2
split_gain=0.000778158 0.0016009 0.000945416 0.00953837 0.00978719 0.00707585 0.00658414 0.0163105 0.00525333 0.00438246 0.00856486 0.00428048 0.00724349 0.0040862 0.00354488 0.00428645 0.00349805 0.00542738 0.00512005 0.00522008 0.00379491 0.0103786 0.00975817 0.0105988 0.011533 0.0172862 0.0164001 0.0134201 0.00946969 0.00821494
threshold=-0.62958999999999998 0.097615000000000021 66.697957758300021 90.337570099350003 90.837623311600012 65.630639880500027 92.031298721500022 90.259604813550013 0.086785000000000015 36.921550069850007 0.07797500000000003 67.649671936450019 68.961639504150014 67.649671936450019 -0.56818499999999994 -0.29600999999999994 0.10273500000000002 0.10661000000000002 0.10176000000000003 38.115457128050004 0.083415000000000031 0.085765000000000022 43.19689381845 42.564639561200003 86.103248543850015 -0.068524999999999989 41.322103772800006 -0.10098 85.737618238150006 -0.085249999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 7 13 -6 10 -2 -8 -13 -4 -11 -16 18 -18 19 -17 -21 -22 23 24 26 27 -23 -26 -28 -25
right_child=2 -3 6 4 8 -7 11 -9 -10 14 -12 12 -14 -15 15 16 17 -19 -20 20 21 22 -24 29 25 -27 28 -29 -30 -31
leaf_value=-0.050056515611182476 -0.055561381946818582 0.0036602191297861624 0.083288011172687582 0.076912024333928963 0.039970520788324075 -0.042376478928094333 -0.074750160632639839 -0.09413716885825521 -0.049148751801877638 0.052922481344978414 0.052669680611389706 0.045350678609037527 -0.0020088174955940744 -0.016116516329840892 -0.066729175736750079 0.045724757116821078 -0.039018281466733258 0.00094509297712739139 0.048705042121234672 0.0090989476898289505 -0.047491506406376414 -0.029212273842629505 0.043826710716122402 -0.079076174149293438 0.0082787609612730902 0.037560398102058482 0.02017531420197825 -0.060379298095330637 0.09081847114590845 -0.01337712047781978
leaf_weight=0.0094138416575045847 0.0091021490903578917 0.013510719675004168 0.0084612873688456672 0.033263351787809259 0.013230502119313314 0.03847879843527835 0.0076190906321401677 0.024181753273397 0.013227170300339708 0.012417810357873926 0.037169775203965472 0.034234894606925081 0.56989641323912854 0.0080883202390070671 0.009776269414188965 0.025294214879345689 0.055388691919233679 0.087935534451588637 0.023275564901268808 0.26192988888676727 0.053256442224210332 0.034011815858093541 0.044179444819281599 0.030167297339829702 0.04676109051797539 0.047930180242474307 0.039241509105321981 0.072776578846969642 0.036743057187322847 0.051561280357171668
leaf_count=29 71 20 8 36 24 27 12 67 17 10 50 40 1550 44 27 35 38 115 13 364 39 31 35 27 17 35 40 30 14 35
internal_value=-9.51736e-05 -0.0183983 0.00014742 0.00196708 0.0408078 -0.000312858 -0.00285648 -0.0417868 -0.0045835 0.00134056 0.0313796 -0.000264439 0.000674949 0.0347059 -0.000149786 -0.000865957 -0.00015873 -0.014499 0.0025205 0.00107536 -0.000496356 -0.00600038 -0.000522393 -0.00597718 0.00334565 -0.0131774 0.0285018 -0.0335214 0.0543355 -0.0376277
internal_weight=1.75252 0.0229246 1.7296 1.07712 0.059721 1.0174 0.652482 0.0407314 0.0264577 0.978919 0.0462719 0.61175 0.604131 0.0165496 0.932647 0.920229 0.910453 0.143324 0.767128 0.743853 0.718559 0.456629 0.403372 0.359193 0.277464 0.167468 0.109996 0.119538 0.0759846 0.0817286
internal_count=2900 49 2851 1130 77 1053 1721 119 41 1026 121 1602 1590 52 905 895 868 153 715 702 667 303 264 229 167 82 85 47 54 62
is_linear=0
shrinkage=0.1


Tree=723
num_leaves=31
num_cat=0
split_feature=0 0 0 3 3 3 4 1 1 4 0 3 3 3 3 1 2 3 2 3 3 2 3 3 2 4 2 1 3 3
split_gain=0.000789796 0.00369615 0.00321168 0.0030723 0.00413732 0.00953351 0.00504893 0.00463971 0.00600023 0.00435761 0.00491116 0.00432301 0.00826384 0.00472578 0.00647744 0.00315651 0.00440334 0.00272151 0.00262185 0.00197583 0.00418376 0.00177085 0.00168103 0.00159945 0.00375481 0.00696433 0.00607055 0.00344827 0.00208275 0.00311379
threshold=85.716110573100011 85.775256651950016 85.694602908050015 0.11467000000000002 0.099780000000000021 0.095645000000000022 39.56957118270001 62.00390986255001 64.071334164850015 39.468990633150007 84.280473931450004 0.077600000000000016 -0.15684499999999998 0.083905000000000021 0.087530000000000011 55.895732990150002 -0.23361999999999997 -0.5582649999999999 -0.26820499999999997 0.25847000000000003 0.43162500000000009 -0.23771499999999998 1.0000000180025095e-35 0.11308000000000003 -0.055714999999999994 41.134354310300004 -0.10282499999999999 69.873026810350026 0.11048000000000002 0.10818500000000002
decision_type=2 2 2 2 2 2 2 2 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 -6 9 -9 10 18 12 15 -13 -15 16 -11 -18 -1 23 -21 -10 -14 28 25 26 -25 -26 29 -3
right_child=1 19 -4 -5 6 -7 -8 8 21 11 -12 13 22 14 -16 -17 17 -19 -20 20 -22 -23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=0.0055537396039180911 0.028798290895963204 -0.00025848849148207495 -0.052603692095010313 -0.057649896648683432 -0.0066680671318342421 -0.082765882304971061 0.061526947458175253 -0.10017412184244874 -0.040629546948203664 -0.066253258013493729 0.012654145568487924 0.075920586421937594 -0.10012662748132772 -0.028923447163512223 0.049923928230042436 0.050428154033696639 0.097239795209117907 -0.0096892303007355459 -0.1001185945957795 -0.067556897460615731 0.0067442323679697772 0.051807662905948383 -0.026593159881888741 0.0091078427717811803 0.081632130174071657 0.048116283322444289 -0.1003526935102145 0.0054613429631236339 -0.031182502027736966 0.048977552839797281
leaf_weight=0.0031057042261846144 0.045577519395010202 1.3269314570755839 0.013624717191760283 0.0096852974761887367 0.021694552483563001 0.015174426007803277 0.021731923991232804 0.0098113821604481066 0.0034893519346132496 0.0078249562468700289 0.013241988618574396 0.018244191513076657 0.0085419981287281205 0.018696442327245322 0.023533950709969886 0.016636674474080571 0.0040422854200308257 0.0057889502347973909 0.0096228927697239452 0.013269562306355537 0.017669750934676182 0.0051038803529963594 0.0048878449961193846 0.010805427964756437 0.013084699136429748 0.014701964159371528 0.009539571804446003 0.010889336526218707 0.021461600855151919 0.012970204478207958
leaf_count=6 25 2055 12 30 16 19 28 63 17 28 12 17 77 20 38 30 9 37 81 34 37 35 5 18 23 20 23 25 36 24
internal_value=-8.74872e-05 0.000757831 -0.00548385 -0.00257704 -5.11655e-05 -0.00717297 0.0274588 0.00034529 -0.0467381 0.00680401 -0.0299807 0.0156334 -0.00686793 0.0333901 0.0150162 0.0191733 -0.0102768 0.0342765 -0.0743352 -0.000122755 -0.0251228 0.0142728 -0.0733638 0.000421805 0.0165382 -0.00432288 -0.0422171 0.0470343 -0.000276909 0.000218115
internal_weight=1.73138 1.4969 0.234483 0.220859 0.211173 0.167747 0.0434265 0.152572 0.0184046 0.134168 0.0259706 0.108197 0.0477227 0.0604746 0.0422304 0.0342929 0.0176562 0.00983124 0.0127286 1.45132 0.0309393 0.00859323 0.0134298 1.42038 0.059021 0.035047 0.020345 0.023974 1.36136 1.3399
internal_count=2900 2320 580 568 538 494 44 475 115 360 99 261 186 75 58 104 74 46 87 2295 71 52 82 2224 109 61 41 48 2115 2079
is_linear=0
shrinkage=0.1


Tree=724
num_leaves=31
num_cat=0
split_feature=2 2 1 0 3 4 0 4 0 3 4 4 2 4 4 2 3 3 0 2 2 0 0 3 0 3 2 2 4 4
split_gain=0.000706878 0.00368666 0.00335737 0.0044815 0.0033564 0.00313817 0.0100313 0.00789782 0.00279284 0.00381483 0.00258528 0.00569524 0.00270271 0.00244654 0.0034585 0.00417707 0.00409191 0.00480941 0.00474451 0.00452116 0.0037522 0.00304762 0.00271048 0.00196017 0.00190078 0.00187625 0.00259625 0.0039184 0.0016536 0.00255281
threshold=-0.0039949999999999994 -0.031989999999999998 60.474177186300004 85.199926612050021 -0.27223499999999995 40.305698932850007 93.262612545250008 41.872669623500009 86.866770652900016 0.10461500000000003 41.289992964000007 41.872669623500009 0.049235000000000008 41.061442884200012 40.621691032550004 0.022230000000000003 0.087405000000000024 0.084535000000000013 97.013011637200023 0.20327000000000003 0.20981000000000005 98.327667663000014 101.15323715815002 -0.082159999999999997 75.309089150100007 0.12424000000000003 -0.091399999999999995 -0.14380499999999999 44.015822920550008 45.027406014450008
decision_type=2 2 2 2 2 2 2 2 2 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 24 -4 -5 6 -3 -7 9 -9 13 -12 -13 14 15 -6 17 20 19 -18 -17 -20 -23 -22 -2 -1 27 -27 -14 -30
right_child=2 5 3 4 10 7 -8 8 -10 -11 11 12 28 -15 -16 16 18 -19 21 -21 23 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-5.9184400419582983e-05 0.016994123935242331 -0.054322679820688051 0.077987509303431679 -0.10017433003660986 0.052245296918617602 0.072719788320352322 0.040821189812647887 -0.10011682901918791 0.01792469582636488 0.030674232112241941 -0.080003161460245831 -0.067213952824819165 0.029487603355936233 0.045437138473848594 -0.054998723616217382 -0.038889374628059005 -0.07159511393137824 0.080718054765587507 0.089220895866225766 -0.0022527881518504753 0.0066915178214870218 -0.073945879174965271 0.032691444581097538 0.070968704767095117 -0.1001187904479113 -0.037923919791153157 -0.06311174795405175 0.030268435630562564 -0.10005279831174572 0.010490242584982141
leaf_weight=1.3639843389618973 0.0018365951880364708 0.020167102070835941 0.0065814934113501691 0.003707100304514154 0.015382818233879283 0.02775545215092734 0.024596927673967039 0.0053574095498332142 0.027881083692410158 0.0038203216645342764 0.013218672811216851 0.0053481534256883114 0.017133955016989014 0.012253771149129733 0.010975805704814601 0.014069227592018112 0.021543073798966354 0.0097029339367799838 0.0049423236196162188 0.016685098771205276 0.014727986022698356 0.0037602054663352655 0.0065105586276699981 0.0069989957984886849 0.0056470969337045762 0.018686370137720232 0.010972220717106948 0.015346586720956748 0.0029362713635541493 0.0072405580188484794
leaf_count=1945 63 19 17 23 26 38 24 32 32 14 32 55 70 16 25 34 25 25 9 24 43 14 51 23 29 30 34 26 33 69
internal_value=-8.59392e-05 0.000652028 -0.00565571 -0.00311675 -0.00596913 0.0183202 -0.00204305 0.0323841 0.00217434 -0.0456738 -0.00406526 -0.0246219 -0.00220639 0.00279094 -0.0013797 0.00376809 -0.00376893 0.0182711 -0.0225335 -0.0413299 0.00134424 0.0246989 -0.0063493 0.0273974 -0.0713778 -0.000722039 -0.0208114 -0.00717373 0.0105238 -0.0214042
internal_weight=1.71977 1.51857 0.201203 0.193719 0.187138 0.109578 0.044764 0.0648143 0.0370588 0.00917773 0.18343 0.0458776 0.0326589 0.137553 0.125299 0.114323 0.0989404 0.0454991 0.0534413 0.0382282 0.0357962 0.0152131 0.0102708 0.021727 0.00748369 1.40899 0.0450052 0.034033 0.0273108 0.0101768
internal_count=2900 2194 706 614 597 159 43 116 78 46 574 259 227 315 299 274 248 125 123 49 100 74 65 66 92 2035 90 56 172 102
is_linear=0
shrinkage=0.1


Tree=725
num_leaves=31
num_cat=0
split_feature=4 3 2 4 0 0 0 0 4 4 1 3 4 1 0 3 1 2 2 3 3 1 2 4 1 0 2 0 4 0
split_gain=0.000773687 0.00275425 0.00221945 0.00156362 0.00220231 0.00405149 0.00528473 0.00289832 0.00384753 0.00160241 0.00571589 0.00542182 0.00322914 0.00311295 0.00372805 0.00224049 0.00211668 0.00126274 0.00338609 0.00386779 0.00737743 0.00176707 0.001503 0.00537713 0.00847488 0.00732428 0.0101588 0.00915213 0.00763702 0.00803371
threshold=32.785955158400007 0.088500000000000023 -0.10710499999999999 35.461062230100005 89.219171517050015 89.99344745865001 92.031298721500022 98.327667663000014 33.151194885250007 37.020641110850008 69.64719632740001 0.090640000000000012 37.360990606650006 71.381251821550009 95.141844778450022 0.088395000000000015 81.753323288800019 0.22542000000000004 0.28022500000000006 -0.16319499999999998 0.094415000000000013 68.214248143850014 -0.065399999999999986 42.280042771400005 62.106071271500007 85.968825637350008 -0.053019999999999991 89.872466842800023 39.468990633150007 85.807518149550006
decision_type=2 2 2 2 2 2 2 2 2 2 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 -9 10 11 -5 15 -12 -15 -11 -16 22 21 -20 -21 -19 -14 25 -25 28 27 -27 -24 -30
right_child=3 -3 -4 9 5 6 7 8 -10 12 13 -13 17 14 16 -17 -18 18 19 20 -22 -23 23 24 -26 26 -28 -29 29 -31
leaf_value=-0.10003410822172272 -0.019987565641615249 -0.06998815519397962 0.058956624381527614 -0.032135951237595738 0.063004183923793561 -0.069149574362685068 0.052736750835726875 0.098461022226769127 -0.10005120839687798 0.0048201337072988262 -0.10020263549437775 0.02533181374458018 -0.0015922032373428489 0.093975599132693169 -0.10011527664229612 0.083354874150899538 0.034300104469937136 -0.099136071675580487 0.074429656618059142 -0.074839739543483039 0.058967891919264298 -0.02983794580195381 0.03036515704737195 -0.078192586017486868 0.00037339923508183709 0.090907826358426952 0.007399237501101984 0.014549311916932664 -0.0096492818525458195 -0.10043676985592848
leaf_weight=0.0011008061950783486 0.012934556870936482 0.006405166183663419 0.0043382843341175014 0.029680441411244124 0.018286281809196225 0.0075142186869925345 0.014040321634354314 0.0014112504014462401 0.0031683075098964319 0.0067566561637033293 0.010210580266246742 0.036737812130013481 1.1108954796174226 0.0022009051020486226 0.0038996610545261041 0.0078565739275970048 0.0016746375176184838 0.0053023244909941652 0.0062764463982147847 0.0096241484319829415 0.0072052735795757874 0.012024091285188554 0.020574052035954193 0.01800163251962679 0.057858026544600968 0.032301561906933784 0.18934470798846537 0.030534776936373298 0.025616668934312692 0.01573310568887365
leaf_count=72 34 53 43 37 13 9 18 7 63 30 27 18 1508 7 34 18 33 23 12 41 19 48 19 100 228 19 250 26 72 19
internal_value=-8.16434e-05 -0.0255511 0.0267788 9.60515e-05 0.016326 0.0269 0.00163756 0.0302043 -0.0388771 -0.000471444 -0.0138909 -0.000348907 0.000256526 -0.0638989 -0.0162239 0.0470431 -0.059734 -0.000187065 -0.017626 0.00743382 -0.0175519 -0.0510449 0.000282731 0.00562387 -0.0182704 0.0113946 0.0189615 0.0538021 -0.0194211 -0.0441929
internal_weight=1.70951 0.0118443 0.00543909 1.69766 0.0573549 0.0444204 0.0261341 0.0186199 0.00457956 1.64031 0.084404 0.0664183 1.55591 0.0179858 0.0077752 0.0146132 0.0055743 1.54129 0.0404323 0.0231059 0.0168294 0.0173264 1.50086 0.389965 0.0758597 0.314105 0.252181 0.0628363 0.0619238 0.0413498
internal_count=2900 168 115 2732 144 110 97 88 70 2588 156 55 2432 101 74 48 67 2384 143 72 60 71 2241 733 328 405 295 45 110 91
is_linear=0
shrinkage=0.1


Tree=726
num_leaves=31
num_cat=0
split_feature=3 3 0 1 2 2 0 3 4 2 3 3 3 4 3 1 2 3 2 3 3 3 1 4 2 4 0 3 3 2
split_gain=0.000755237 0.00344388 0.00289821 0.00696225 0.00332901 0.00421746 0.00477363 0.00331882 0.00179321 0.00105512 0.00252164 0.00295513 0.00326024 0.0022872 0.00202305 0.00516443 0.0018453 0.00434923 0.00355099 0.00291678 0.00422551 0.00277773 0.00360691 0.00204816 0.0016896 0.00509189 0.00611802 0.008095 0.00993557 0.00475049
threshold=0.11614000000000002 0.11308000000000003 87.393708446500014 65.461267018300006 -0.13324 0.15973500000000004 99.20948192980002 0.25847000000000003 40.79983011445001 0.15675000000000003 0.10273500000000002 0.094415000000000013 0.090225000000000014 35.97706729810001 -0.11050499999999999 76.919475570250015 0.048530000000000011 -0.11050499999999999 1.0000000180025095e-35 -0.04931 0.095645000000000022 0.091975000000000015 70.77903720030001 42.467547400400008 -0.062629999999999991 41.028010303750008 97.152811460000024 0.091385000000000022 0.084795000000000023 -0.057185
decision_type=2 2 2 2 2 2 2 2 2 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 -6 8 -2 16 11 12 13 -11 -15 -16 18 -18 24 -20 -21 22 -19 -24 -1 26 27 28 -26 -27
right_child=2 -3 3 4 5 -7 -8 -9 -10 10 -12 -13 -14 14 15 -17 17 21 19 20 -22 -23 23 -25 25 29 -28 -29 -30 -31
leaf_value=-0.0010502662972096226 -0.032735205040003233 0.044049815450375257 0.092971260715084381 0.030818879537636915 -0.10026974674233675 0.036096722477544203 0.0029257101138676165 -0.0059053158789877935 -0.10014607068803744 0.055525792164461518 -0.059172911667346298 0.033128468264627391 -0.055520803416916231 0.017357377279266624 -0.070082601079796816 0.022831570827483598 -0.10011053404011881 0.0068736622645858038 0.018722619791624141 -0.085680196483391549 0.022733075616042393 -0.010558329302778741 0.097710395968737637 0.016953469919328969 0.033242557811188421 0.045265734277427111 -0.024921691205639803 0.065155118576190524 -0.036487147722586447 -0.018136651656900808
leaf_weight=1.1697411377120526 0.0084125708199281057 0.017885541922311066 0.0079804673587204888 0.013277523522792212 0.010468225609918776 0.0068100251271217297 0.0078395125382108577 0.025105365052709772 0.0074325860656010425 0.0060591564637671172 0.0095846596708188125 0.016233290819297252 0.014914115494606001 0.015866267188711314 0.013394837979893603 0.010809895696246713 0.0028112542705995272 0.013535632768334367 0.0068639243847838918 0.013831621206573122 0.0048577592062570693 0.012857966656846791 0.012070274744377218 0.0042450439574972512 0.065841256511248697 0.013636370195058589 0.026718767117385106 0.040072615235899889 0.029630012884020118 0.088599573775139939
leaf_count=1750 14 30 11 28 25 19 32 29 31 41 16 37 39 42 45 43 72 37 36 69 9 46 41 56 50 15 41 36 23 137
internal_value=-7.76699e-05 0.00041358 -0.00913499 0.00798395 -0.00968067 -0.0310892 -0.0560807 -0.0285219 -0.064356 -7.66034e-05 -0.0107931 -0.00479261 -0.0148768 -0.00173643 -0.0103951 -0.0285869 0.000541779 0.0203691 -7.64878e-05 -0.0370267 -0.0575013 0.0282995 0.0450371 0.0766984 0.000581839 0.0077998 0.0188132 0.0274343 0.0116016 -0.00967995
internal_weight=1.69739 1.61006 0.0873263 0.0463758 0.0383953 0.0251178 0.0183077 0.0409505 0.0158452 1.59218 0.0868622 0.0772776 0.0610443 0.0461302 0.040071 0.0242047 1.50531 0.0455202 1.45979 0.0255533 0.0186894 0.0427089 0.029851 0.0163153 1.43424 0.264499 0.162263 0.135544 0.0954713 0.102236
internal_count=2900 2711 189 115 104 76 57 74 45 2681 263 247 210 171 130 88 2418 252 2166 114 78 180 134 97 2052 302 150 109 73 152
is_linear=0
shrinkage=0.1


Tree=727
num_leaves=31
num_cat=0
split_feature=1 0 4 1 0 2 0 2 2 4 0 0 3 4 3 1 1 1 0 2 1 4 2 1 1 2 2 3 1 2
split_gain=0.000826924 0.00507318 0.00590021 0.00384439 0.00595684 0.00633781 0.00443482 0.00576615 0.00950024 0.00334001 0.00929906 0.00373302 0.0043092 0.00339736 0.00710682 0.00327008 0.00505085 0.00295013 0.0069868 0.00667407 0.0040861 0.0142678 0.00790185 0.00683508 0.00296819 0.00989064 0.00743573 0.00574761 0.00493834 0.00519834
threshold=68.961639504150014 93.262612545250008 34.394321486900004 68.214248143850014 91.625341543800019 -0.053019999999999991 90.337570099350003 -0.121865 -0.053019999999999991 38.238138001450004 89.738043936200015 83.680947768350009 0.10500500000000003 37.020641110850008 0.090640000000000012 69.873026810350026 70.085415002650009 63.910026677050006 89.057864029250013 -0.097799999999999984 62.132955852800002 41.792045663550006 -0.081474999999999992 62.106071271500007 62.041548276350007 -0.095714999999999995 -0.082509999999999986 0.089185000000000028 62.025417527550012 -0.095019999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 -6 9 -8 -9 11 17 12 -1 14 -13 -3 -17 18 20 -19 23 -22 -23 24 28 -26 -27 -28 29 -11
right_child=1 15 -4 -5 5 -7 7 8 -10 10 -12 13 -14 -15 -16 16 -18 19 -20 -21 21 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.055133363429223585 0.036700653906033658 0.029443429321188944 -0.081415548561250412 0.033936687563228388 -0.10025840765761843 0.00047243701765402584 -0.022769420302611174 0.087374048826340409 -0.0045631672820078259 -0.018380256087051794 -0.071011791937584043 -0.036300144260697581 0.071510247955485592 0.04624733526806659 0.033230588047962091 -0.052911157488412457 -0.0012555196917387029 -0.0021601175676563876 0.036250663766639823 -0.08979871396174173 0.033966291317622785 -0.059341804861361917 -0.00020669469846346916 0.036032903914494589 0.02551011916961703 -0.084628337712189444 -0.039304220383737209 0.017749706881474158 0.04559464630440517 0.0070294544619539604
leaf_weight=0.012909852652235099 0.0057340837156517393 0.032593635519162945 0.016113241937758004 0.035419462655340905 0.011984812511819598 0.013044787952001147 0.016672051664500032 0.024971681370516308 0.020439218792847935 0.11143274459214153 0.019191557987142005 0.022724590694110702 0.0033928840057342305 0.038452068678452633 0.041629681907194183 0.019672682043164968 0.50077713123277878 0.032206576116479368 0.051884840135699051 0.011900440160268699 0.038752678489572645 0.061923166821955533 0.035579681766648719 0.053206671342010736 0.043264618406908539 0.021032453845741372 0.045781867633045259 0.028742147304733123 0.025223545073515652 0.29016095876205167
leaf_count=104 8 33 78 34 40 34 19 25 27 198 18 23 7 25 29 20 1507 40 18 39 28 40 27 32 25 27 26 28 28 313
internal_value=-7.16076e-05 -0.00315085 -0.0504146 0.00152043 0.000453864 -0.0477601 0.00160156 0.0275276 0.0459936 -2.52617e-05 -0.00217473 0.0156801 -0.0287766 0.0227299 0.0086781 -0.00128375 -0.00320807 -0.000622503 0.000753925 -0.0258057 -0.00168514 -0.0173622 -0.0377629 0.00176659 -0.00145666 -0.0141586 -0.0321192 -0.0172999 0.00267461 -2.11386e-05
internal_weight=1.68682 0.574891 0.0218473 1.11193 1.07651 0.0250296 1.05148 0.062083 0.0454109 0.989393 0.870284 0.119109 0.0163027 0.102806 0.0643543 0.553043 0.52045 0.851092 0.806985 0.044107 0.755101 0.136256 0.0975028 0.618845 0.565638 0.138821 0.0955565 0.074524 0.426817 0.401594
internal_count=2900 1646 86 1254 1220 74 1146 71 52 1075 887 188 111 77 52 1560 1527 869 790 79 772 95 67 677 645 106 81 54 539 511
is_linear=0
shrinkage=0.1


Tree=728
num_leaves=31
num_cat=0
split_feature=4 3 1 4 0 1 0 0 3 4 1 2 1 1 2 4 3 3 3 0 3 4 4 0 0 2 0 4 4 0
split_gain=0.00084096 0.00235822 0.00133713 0.00116913 0.0019271 0.0076291 0.00516599 0.0024832 0.00457031 0.00129929 0.00546736 0.00529769 0.00266267 0.00306399 0.00266484 0.00257039 0.0020324 0.0014089 0.00484679 0.00607 0.00325901 0.00564655 0.00599551 0.003053 0.014271 0.0123577 0.00935231 0.0070555 0.0102087 0.00877614
threshold=32.785955158400007 -0.49570500000000001 69.276189105400007 35.461062230100005 89.528344202050008 65.727424373200009 92.031298721500022 97.835679825150024 0.11467000000000002 37.020641110850008 69.64719632740001 -0.081169999999999992 71.381251821550009 71.429644067900014 -0.59511499999999995 37.360990606650006 0.088395000000000015 0.088165000000000021 0.08883000000000002 87.29692395375001 0.087265000000000023 41.840895355800008 42.622319549950006 86.530713386650021 86.135510041400025 -0.063985 86.866770652900016 42.102795028150005 41.395309858300003 85.253695774650012
decision_type=2 2 2 2 2 2 2 2 2 2 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 -8 -9 10 11 -5 -12 -14 -15 16 -11 20 19 -19 -17 -22 -23 24 27 -26 -25 28 -20 -29
right_child=3 2 -4 9 5 6 7 8 -10 15 12 -13 13 14 -16 17 -18 18 23 -21 21 22 -24 26 25 -27 -28 29 -30 -31
leaf_value=0.086970073063956377 -0.010418721899157731 -0.02025736472685806 -0.10012805789891532 -0.030122257372781854 0.10006960402701477 -0.077830476344845689 0.051935458749067534 -0.10006111410984531 0.086932110381459218 0.003593466879141102 -0.10018045830054063 0.027758131944893003 0.09295342907274258 0.064527965122915656 -0.10009819789362231 0.00021235015824456316 0.080225617183681472 -0.10033016498850743 -0.0098529407131978872 -0.0078687187324527463 -0.010254705853422115 0.068891283500972844 0.0094418819337806839 0.046816362279252371 -0.08532133335107496 0.0050151311381935806 -0.0014533441891186119 0.040636840920480789 0.043143941292993038 -0.061116952792061321
leaf_weight=0.0015520246366638743 0.019672511435711582 0.0065376556394948684 0.0030851873012211015 0.029998132247698095 0.010464207847689977 0.0065682743515935718 0.011915664459365873 0.0034419212878531559 0.0021072912022017526 0.00670596514903532 0.0091758836332345856 0.033442206597669333 0.0018292633758392176 0.0013240162539051989 0.0038206255843452617 0.67625618824045797 0.0071519269457170909 0.011338048216842589 0.081352650485253086 0.018995671589115304 0.041674480308365958 0.031073775094734302 0.037360167940533984 0.044655047691776417 0.039900610199765651 0.024405099687101028 0.39692592761427836 0.01177231328962236 0.065701369569907797 0.030273681326853819
leaf_count=22 38 44 102 32 9 9 16 62 10 30 27 23 2 7 65 1369 18 23 85 35 36 18 26 25 30 31 566 31 43 66
internal_value=-7.53023e-05 -0.027416 -0.0458648 0.000108828 0.0145581 0.0288014 -0.00222932 0.0262031 -0.0290512 -0.000378804 -0.0128349 0.000389054 -0.0647816 -0.0182058 -0.0577303 0.00027105 0.0431426 -0.000121962 -0.00330071 -0.0424287 0.00281003 0.0187643 0.036436 -0.00159291 -0.0103422 -0.0510371 0.00342795 0.0034966 0.0138252 -0.0326273
internal_weight=1.67048 0.0111749 0.00962284 1.6593 0.0541699 0.0344974 0.0240332 0.0174649 0.00554921 1.60513 0.0795901 0.0634403 0.0161498 0.00697391 0.00514464 1.52554 0.0138579 1.51169 0.72532 0.0303337 0.786365 0.110108 0.0684339 0.694987 0.253406 0.0643057 0.441581 0.1891 0.147054 0.042046
internal_count=2900 168 146 2732 144 106 97 88 72 2588 156 55 101 74 72 2432 48 2384 935 58 1449 80 44 877 286 61 591 225 128 97
is_linear=0
shrinkage=0.1


Tree=729
num_leaves=31
num_cat=0
split_feature=3 3 0 1 1 3 2 2 0 3 3 0 0 1 1 1 0 3 0 0 2 0 2 2 2 2 0 0 2 2
split_gain=0.000881242 0.0030663 0.00258533 0.00636111 0.00323083 0.00497737 0.00259924 0.00353025 0.00460549 0.00102444 0.00770238 0.0038902 0.00796019 0.00778301 0.00393493 0.00435057 0.00265925 0.00164999 0.00160968 0.00761742 0.0113977 0.00409966 0.00337867 0.00562194 0.0101908 0.0055108 0.00562963 0.00988158 0.00957016 0.0101113
threshold=0.11614000000000002 0.11308000000000003 87.393708446500014 65.461267018300006 61.966271448700006 0.43162500000000009 -0.13324 0.15973500000000004 99.20948192980002 0.10236000000000002 0.10176000000000003 93.910530954700008 95.238629271150003 80.677940036650014 62.197478847950002 61.960894532450006 98.201310130900012 0.10500500000000003 93.972365491700018 94.614906984850009 -0.14739999999999998 93.867515624600017 0.22542000000000004 -0.054494999999999995 -0.069554999999999992 -0.076709999999999987 97.32487278035002 94.832672093450014 -0.096499999999999989 -0.101965
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 4 -4 -2 -6 -5 8 -8 10 18 14 -13 16 15 -11 -14 -17 21 20 -20 -1 23 24 25 26 27 -21 29 -29
right_child=2 -3 3 6 5 -7 7 -9 -10 11 -12 12 13 -15 -16 17 -18 -19 19 22 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0013046960774065921 0.0023463182253816873 0.041865669661163042 0.092244258235110593 0.02599919151137808 -0.099639163283374244 -0.0033162720766668572 -0.10025036180412035 0.032686673277635907 0.0034725507454152859 -0.028612695954738799 0.072892509992047327 0.097556374534570986 -0.0099987126811121943 0.051220969976496972 -0.036929151227824461 0.036768366224591446 -0.10027358700646889 -0.0012123619142782483 0.045068252661426944 0.025904938344223877 -0.10017329865406831 0.042079474470172996 -0.04070379018024918 0.022859059855788802 -0.095202128718231985 0.052966612897461435 0.0058791176667957286 -0.057291214473286681 -0.10026044692067107 0.032937389304002765
leaf_weight=0.9243694548342839 0.018353485521103552 0.017681644132792829 0.0072527046722825608 0.012857023915324724 0.011509287201683094 0.010048318319604732 0.0094933080959967112 0.0065585819455124426 0.007796488652764823 0.033879224549707376 0.014693149647705517 0.010005724004869869 0.0058259714098696253 0.011759823671382291 0.05136584843783254 0.023967444936715765 0.0074175544120578252 0.021880025575683248 0.007655533604395969 0.028262271634020092 0.018362946351876186 0.025334206598870423 0.020927931321229332 0.087103572541936847 0.012294159435172869 0.01701980828225258 0.16046297998960343 0.030424751573709941 0.02123449136962563 0.020987190740015649
leaf_count=1120 26 30 11 28 41 7 25 19 32 27 22 11 21 39 39 15 23 27 39 22 64 21 128 260 31 25 621 68 48 10
internal_value=-7.55635e-05 0.00045699 -0.0100633 0.00666628 -0.0284892 -0.0547416 -0.0102433 -0.0297821 -0.0534786 -1.37907e-05 0.000873692 -0.00743594 0.0221781 -0.00798643 -0.0153445 -0.00143815 -0.0605607 0.0186426 0.00010379 -0.00501351 -0.0574382 0.0023924 -0.00159251 0.000574085 -0.00610358 -0.00216886 -0.00575913 -0.024266 -0.0437845 -0.0204584
internal_weight=1.65678 1.57292 0.0838692 0.0439581 0.0399111 0.0215576 0.0367054 0.0238484 0.0172898 1.55523 1.38913 0.166102 0.0350091 0.0250033 0.131093 0.0797267 0.0132435 0.0458475 1.37444 0.424736 0.0260185 0.949704 0.398717 0.377789 0.290686 0.278391 0.261372 0.100909 0.0726464 0.0514119
internal_count=2900 2711 189 115 74 48 104 76 57 2681 2479 202 94 83 108 69 44 42 2457 1316 103 1141 1213 1085 825 794 769 148 126 78
is_linear=0
shrinkage=0.1


Tree=730
num_leaves=31
num_cat=0
split_feature=3 3 0 1 4 1 3 1 2 2 0 1 2 0 1 3 3 2 3 2 3 2 3 2 4 1 1 4 3 3
split_gain=0.000748379 0.00253249 0.00216394 0.00539703 0.00313367 0.00284834 0.00476657 0.00196277 0.000860554 0.00206485 0.00176141 0.00331757 0.00280683 0.00429452 0.00318869 0.00212874 0.00196899 0.00267775 0.00165897 0.00134742 0.00361717 0.00368555 0.00340255 0.00320067 0.0028253 0.00262586 0.00582693 0.00234176 0.00198624 0.00235706
threshold=0.11614000000000002 0.11308000000000003 87.393708446500014 65.630639880500027 41.134354310300004 61.966271448700006 0.43162500000000009 75.779569322950024 0.15675000000000003 0.20327000000000003 89.99344745865001 68.214248143850014 0.22542000000000004 96.249489528150022 78.349735295650007 0.08079500000000002 -0.082159999999999997 0.68694500000000025 0.10098000000000003 0.048530000000000011 0.070195000000000021 0.049235000000000008 0.091975000000000015 1.0000000180025095e-35 42.467547400400008 61.987779113750001 62.132955852800002 36.921550069850007 0.082325000000000023 0.088005000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 5 -4 7 -2 -7 -5 19 -10 -11 -12 -13 -14 -15 16 17 -16 -17 23 21 -21 24 -1 -22 -25 -27 -28 -26 -30
right_child=2 -3 3 4 -6 6 -8 -9 9 10 11 12 13 14 15 18 -18 -19 -20 20 22 -23 -24 25 28 26 27 -29 29 -31
leaf_value=0.00063148133965755917 0.0021118097329598318 0.038352645634671945 0.07564872562765533 -0.015626066842729797 0.024828481259602589 -0.099499035943257055 -0.002984903600370948 -0.082674067035021614 -0.037194541577729459 0.031707647805641469 -0.06112244481079461 0.062216295416936275 0.040689950182542747 -0.10018326674379244 -0.10009306474514167 -0.10008778095282418 0.070773495260470831 0.039857776809962948 0.0077819969367374483 0.089648561379813918 0.083623694486989961 -0.077927775847737413 -0.0092043391294838774 -0.10022922758501857 0.067648629644427569 0.071193368125078357 0.018072489323647838 -0.076841783845601253 -0.10009717617898393 0.035181775659110175
leaf_weight=1.3926489581552639 0.018352468073132414 0.017387456493267339 0.0088485841042711399 0.013398815304349249 0.013595165865318393 0.01042798564279046 0.010047482530353591 0.0064766257528101742 0.020810556699034671 0.01314162237173877 0.0099378631128179684 0.0067535430498537599 0.011461447494681917 0.0055794125705830302 0.0024264178568344499 0.003709917806310907 0.0039990974108320169 0.0031317182693895163 0.0023156371773660018 0.0016577754305542591 0.01365205481281534 0.0063001606331452159 0.012960044599616805 0.0050518935073159367 0.0036290060721597683 0.0051933476458403396 0.0034697871793868277 0.010363056974128999 0.002446559929222783 0.0027198256705673884
leaf_count=2052 26 30 13 28 34 41 7 40 43 31 30 8 20 18 34 40 16 12 11 9 50 86 46 35 19 7 5 67 32 10
internal_value=-8.51699e-05 0.000401639 -0.00944823 0.00619368 -0.0121681 -0.0264966 -0.0521387 -0.0374744 -2.59163e-05 -0.00991392 -0.000824019 -0.00949315 0.00353685 -0.00861061 -0.0353118 -0.0120846 0.0172629 -0.0212381 -0.0586331 0.000537984 0.0179013 -0.0430187 0.0315933 6.49967e-06 0.0551478 -0.0361417 -0.019125 -0.0530338 0.010948 -0.02888
internal_weight=1.64189 1.56075 0.0811471 0.0423192 0.0334706 0.0388279 0.0204755 0.0198754 1.54336 0.0832672 0.0624567 0.0493151 0.0393772 0.0326236 0.0211622 0.0155828 0.00955723 0.00555814 0.00602555 1.46009 0.0433654 0.00795794 0.0354075 1.41673 0.0224474 0.0240781 0.0190262 0.0138328 0.00879539 0.00516639
internal_count=2900 2711 189 115 102 74 48 68 2681 263 220 189 159 151 131 113 62 46 51 2418 252 95 157 2166 111 114 79 72 61 42
is_linear=0
shrinkage=0.1


Tree=731
num_leaves=31
num_cat=0
split_feature=0 1 0 0 3 3 1 0 2 3 2 2 2 0 1 1 2 4 4 2 0 4 4 4 3 3 3 3 3 4
split_gain=0.000770494 0.00502901 0.00280056 0.00304071 0.00462967 0.00277277 0.00271609 0.00532163 0.00258209 0.00206024 0.00193999 0.00172938 0.00160859 0.00187801 0.00611056 0.00677889 0.00438301 0.00317645 0.00364304 0.0031909 0.00227612 0.00168215 0.00333449 0.00272949 0.00146372 0.00840831 0.0070752 0.00671906 0.00612227 0.00740358
threshold=100.37896121655002 77.172190634500012 99.870842629900025 98.851916998450022 0.12191500000000002 0.10500500000000003 76.919475570250015 97.152811460000024 -0.16187499999999996 0.11360500000000003 0.12812000000000004 -0.60827500000000001 -0.59681499999999998 101.47316367565001 78.962703749400006 79.900975636950008 -0.081844999999999987 40.742467179200005 39.468990633150007 0.098830000000000015 110.99299391555002 47.480720532750006 42.686561923500008 50.264779514000004 0.087605000000000016 0.090390000000000012 0.087265000000000023 0.090865000000000015 0.089475000000000013 42.564639561200003
decision_type=2 2 2 2 2 2 2 2 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 8 11 24 10 -5 -7 -8 -3 -13 16 -15 -16 -14 18 19 -17 21 22 -19 -23 26 28 -1 -27 29 -26
right_child=1 5 -4 4 -6 9 7 -9 -10 -11 -12 12 13 14 15 17 -18 20 -20 -21 -22 23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.00064780527685251823 -0.10013129699474783 -0.077185878295449109 0.034049488342693675 0.0027589202708103362 0.039296423027044426 -0.10028829714621118 -0.10015552855257644 0.057512882430506923 -0.091572237489457448 -0.0050594883141797933 0.038132377455039931 0.069296559828087634 -0.080850456092181416 0.056004589372989279 -0.10024397478929936 0.032236611407881664 0.0056704324954398961 0.041961943285392676 -0.092723237849156925 -0.10006546834161234 -0.021357057501924896 0.09285521385622475 -0.032732316577954459 -0.00069393674466260982 -0.0024578406255718198 0.037531173691406246 0.041730976928674897 -0.0010107221776102671 -0.069509191165367232 -0.064016588175357977
leaf_weight=0.63053550777613943 0.0055849983266699757 0.0028016287211562732 0.024597059457427295 0.003925111892571386 0.0056328189689596178 0.0049401435046352816 0.0034425702009780448 0.019234274061666667 0.011129760632284548 0.0042061915267722948 0.0014382818169913492 0.0034794693360158937 0.0088048429003304562 0.019988270205979708 0.0069578861767851654 0.0081172200326049913 0.017476692582366726 0.015317318264867041 0.0065147839648867908 0.0023509446992811744 0.012357544560930703 0.0081206630825363391 0.0098007152434353983 0.0050637339411174773 0.093967584642074553 0.049251771329586802 0.0449042634190846 0.55415100685377905 0.025223018695634813 0.024665489875076219
leaf_count=932 42 31 44 23 10 36 66 25 46 36 7 16 19 37 21 155 35 66 54 60 179 15 45 60 89 26 24 632 36 33
internal_value=-8.36335e-05 -0.00712561 0.000585985 2.50974e-05 -0.0380419 -0.00331458 0.000569409 0.0338489 -0.0669782 -0.0564947 -0.0594051 0.000510804 0.00226132 0.000331598 0.00690202 -0.00625435 -0.0233158 0.00341362 -0.0340134 0.00252416 0.0159604 0.0280002 0.0128173 0.0569258 5.31216e-06 -0.0030442 0.00337908 0.0021352 -0.0247691 -0.0152568
internal_weight=1.63398 0.141883 1.4921 1.4675 0.0206877 0.136298 1.44681 0.0241151 0.0150549 0.00914634 0.00488085 0.127152 0.12435 0.120871 0.0945891 0.0746008 0.0262815 0.0676429 0.0169829 0.0104682 0.05066 0.0383024 0.025118 0.0131844 1.4227 0.747259 0.67544 0.603403 0.143856 0.118633
internal_count=2900 907 1993 1949 79 865 1870 98 69 72 73 793 762 746 692 655 54 634 269 215 365 186 111 75 1772 816 956 658 158 122
is_linear=0
shrinkage=0.1


Tree=732
num_leaves=31
num_cat=0
split_feature=1 0 4 1 0 2 0 2 2 2 2 1 2 0 2 2 0 1 0 3 4 4 1 4 0 1 1 0 1 3
split_gain=0.000754651 0.0045152 0.0047817 0.00355126 0.00494059 0.00602871 0.00399657 0.00498139 0.00828823 0.00313454 0.0125169 0.00582816 0.00569438 0.00506286 0.0108013 0.0133687 0.00747698 0.00644584 0.00520092 0.00417865 0.0126822 0.00750622 0.00710514 0.00409768 0.00407102 0.00559685 0.00616217 0.00490363 0.00609679 0.00305553
threshold=68.961639504150014 93.262612545250008 34.394321486900004 68.214248143850014 91.625341543800019 -0.053019999999999991 90.337570099350003 -0.121865 -0.053019999999999991 -0.060760000000000002 -0.069554999999999992 70.96454081135002 1.0000000180025095e-35 97.32487278035002 -0.096499999999999989 -0.079824999999999993 97.671683879200017 75.28220456885002 97.835679825150024 0.090720000000000023 42.34047585750001 42.654057868200006 71.52105164435001 39.468990633150007 96.249489528150022 72.496961945650014 74.986474174450009 97.32487278035002 77.52437864960001 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=3 2 -2 4 6 -6 -1 -8 -9 10 13 12 -11 14 19 -16 -15 -18 -19 20 -3 -22 -23 -21 -13 -26 -27 -28 -29 -20
right_child=1 9 -4 -5 5 -7 7 8 -10 11 -12 24 -14 16 15 -17 17 18 29 23 21 22 -24 -25 25 26 27 28 -30 -31
leaf_value=-0.00011533199938129069 0.031760043250597086 -0.084648049005862022 -0.078327458711046738 0.033202069907771338 -0.10023444351061202 0.00201407176232796 -0.020353358127733617 0.085426201019509956 -0.0019963498968476562 0.069300228020195462 -0.10029276802825593 -0.050126148264893144 -0.008587331527733378 0.049735933585296953 -0.10024977072137992 -0.0062437520520248523 -0.072058148250550999 0.091776958584823515 0.011192224978877792 -0.0059754311363878487 0.10019346327112187 -0.077622207727356229 0.028550901799961559 0.052773086823973081 0.086746070380465612 -0.1001597028405916 0.044357119041596067 -0.070841093476141134 0.0063585424343552037 -0.020703179388521498
leaf_weight=0.95841648512654642 0.0053557704450212023 0.017599382911740236 0.014984290017962552 0.034111727713707185 0.010716952767158006 0.012483468454567048 0.016468565310788108 0.02300635956635233 0.020514786418801112 0.027307888966788568 0.013680053691487948 0.014742174673377406 0.014303082641106357 0.035473159392267917 0.027743947887615514 0.033267813313461 0.011849730569721828 0.0065453910519863703 0.089579285947221296 0.021984299201761814 0.0086168507114052773 0.0093799520482207299 0.019213904694552753 0.025812540364768211 0.0079339425909097372 0.005843601157152988 0.02419253058042159 0.01260183821228722 0.054349712650590826 0.04518544473674517
leaf_count=1075 8 35 78 34 40 34 19 25 27 25 35 39 37 28 76 28 62 7 438 21 2 23 64 23 17 25 20 36 324 195
internal_value=-8.60752e-05 -0.00310823 -0.0493402 0.00145222 0.000412439 -0.0452175 0.00145194 0.0264912 0.0442174 -0.00132457 -0.0064435 0.0102903 0.0425277 -0.00279877 -0.0156713 -0.0489912 0.00836676 -0.00121471 0.00472595 0.00414126 -0.0147039 0.0183773 -0.00627821 0.0257515 -0.000919706 0.00599412 -0.00061168 0.00577073 -0.00817222 0.000497973
internal_weight=1.62326 0.547547 0.0203401 1.07572 1.04161 0.0232004 1.01841 0.0599897 0.0435211 0.527207 0.365932 0.161275 0.041611 0.352252 0.163619 0.0610118 0.188633 0.15316 0.14131 0.102607 0.0548101 0.0372107 0.0285939 0.0477968 0.119664 0.104922 0.0969877 0.0911441 0.0669516 0.134765
internal_count=2900 1646 86 1254 1220 74 1146 71 52 1560 1037 523 62 1002 272 104 730 702 640 168 124 89 87 44 461 422 405 380 360 633
is_linear=0
shrinkage=0.1


Tree=733
num_leaves=31
num_cat=0
split_feature=4 4 2 3 4 4 2 4 3 4 1 1 4 4 1 4 4 3 1 4 4 3 1 2 2 2 2 2 2 3
split_gain=0.000739807 0.0035104 0.00422112 0.0030359 0.00637419 0.00317373 0.00253519 0.00278786 0.00190154 0.00169279 0.00165257 0.00337286 0.00362397 0.00328224 0.00318268 0.00356912 0.00289319 0.00237218 0.00157023 0.00149874 0.00197157 0.00995777 0.00990592 0.0113148 0.00769093 0.0177031 0.0170367 0.0105243 0.0103507 0.00648047
threshold=43.411469133450005 43.673409002000007 -0.089514999999999997 0.089580000000000021 43.874475754150005 43.902382686800003 -0.23871499999999998 44.215931556700006 0.095645000000000022 43.968221017800005 81.188747081400024 80.288113607700012 43.245737185650007 39.134693790050008 82.204984254750016 41.558544840500012 42.428475018400007 -0.22831499999999999 68.321786469100019 43.147345722250009 41.919251152600005 0.088105000000000017 62.106071271500007 -0.082885 -0.068524999999999989 -0.08459499999999999 -0.08725999999999999 -0.058529999999999992 -0.13978499999999996 0.082620000000000013
decision_type=2 2 2 2 2 2 2 2 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 -6 7 -7 18 -8 11 12 19 17 -15 -16 -17 -12 -5 20 -1 22 23 -22 25 26 28 -26 -23 -24
right_child=1 3 -4 8 5 6 9 -9 -10 -11 13 -13 -14 14 15 16 -18 -19 -20 -21 21 24 29 -25 27 -27 -28 -29 -30 -31
leaf_value=0.001639468395477678 0.067327853448937394 -0.074465738403464821 -0.017739564973447659 0.080893248471853668 0.078043189703405125 0.052265195740252318 -0.051218719932671131 -0.10019408459938217 -0.0047037580021175966 0.0032766372674937886 -0.10006344644744343 0.033585284144331144 -0.041583260506774869 -0.087624532448836751 -0.066202609190318992 0.075038391356449352 -0.029096505821164742 0.034342472287459638 0.023721454146839207 0.025756367676695958 0.014354356979767072 -0.00062678616841451958 -0.005937538165756596 -0.063685428567064162 0.065237108500866059 -0.10045074659638804 0.057932622310480464 -0.036641465949858752 -0.086748589522663622 0.040140998059801689
leaf_weight=0.91024868741449538 0.017797244473679807 0.012130743496750807 0.0086770688209408808 0.0084014107937666616 0.0051465773839005627 0.0015873808053565716 0.0059517582377264502 0.0049072089612490627 0.010391643970051989 0.13482459916652856 0.0014724676682865744 0.028683934422104929 0.021723042619878785 0.0093693704152345153 0.0081321752883121573 0.0052113406797941186 0.005466744943216615 0.012135702021895754 0.01121909570663604 0.02154600372444182 0.03995937302187258 0.027759988006891945 0.047608989375206079 0.034722339899730503 0.018993310016057308 0.033767526157959082 0.023266676544153597 0.021752620505433584 0.028063224172576895 0.085040559718741804
leaf_count=1130 30 27 36 14 8 10 15 101 33 455 43 33 37 31 112 52 54 210 30 28 29 31 51 62 12 25 9 91 50 51
internal_value=-8.93933e-05 0.00528309 0.0394466 0.000634367 -0.00470043 0.000852111 -0.00184543 -0.0629306 0.0298836 0.000972677 -0.000946844 -0.000337544 -0.00107781 -0.0205309 -0.0400066 -0.0162881 0.0217256 0.0197991 0.0482022 -0.000397152 -0.000840443 -0.00709458 0.00720208 -0.0219293 -0.026392 -0.0398372 -0.0139581 0.0108482 -0.0439216 0.023603
internal_weight=1.60596 0.221035 0.0264743 0.19456 0.164548 0.152418 0.147271 0.00649459 0.0300122 0.140776 1.38492 1.34314 1.31445 0.0417878 0.0281796 0.0188103 0.0106781 0.0136082 0.0196205 1.29273 1.27118 0.360935 0.207331 0.0746817 0.153603 0.112857 0.0790899 0.0407459 0.0558232 0.13265
internal_count=2900 759 66 693 616 589 581 111 77 470 2141 1639 1606 502 249 218 106 253 44 1569 1541 411 193 91 218 115 90 103 81 102
is_linear=0
shrinkage=0.1


Tree=734
num_leaves=31
num_cat=0
split_feature=1 0 0 3 1 4 2 3 1 0 0 4 4 4 2 3 2 2 3 0 2 1 2 1 3 3 0 3 2 2
split_gain=0.000741376 0.00763551 0.00818997 0.00596516 0.00528583 0.00410149 0.00615377 0.00497714 0.00609057 0.00382267 0.0109855 0.00380088 0.00460057 0.00394553 0.00617667 0.00456844 0.00899407 0.00823039 0.0102325 0.0061998 0.00644788 0.00483236 0.0133284 0.00584649 0.00574167 0.00855075 0.00770106 0.00584541 0.00522642 0.00711498
threshold=66.697957758300021 90.337570099350003 90.837623311600012 0.084795000000000023 65.630639880500027 36.921550069850007 -0.081474999999999992 0.085880000000000026 61.767325547050007 92.031298721500022 90.259604813550013 38.703421923500009 38.386256906100009 39.211875820650008 -0.071129999999999985 0.091250000000000012 -0.59511499999999995 -0.058529999999999992 0.10332500000000001 93.972365491700018 -0.10098 71.787208999250012 -0.079824999999999993 72.496961945650014 0.087265000000000023 0.088670000000000013 102.11570516885001 -0.21013499999999999 -0.088944999999999996 -0.08459499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 7 8 -1 10 -2 12 -11 14 -13 19 -17 18 -18 20 -15 22 -21 -23 27 -26 -27 -25 -29 -30
right_child=9 2 3 -5 -6 -7 -8 -9 -10 11 -12 13 -14 15 -16 16 17 -19 -20 21 -22 23 -24 24 25 26 -28 28 29 -31
leaf_value=0.045295995717744619 0.030838312144812269 0.074565419367950095 0.047872925630791513 -0.052829786216849334 -0.039484042900781904 -0.00052870520601039253 0.08695250288518476 0.041180629308428571 -0.10027338462366403 -0.011269523574339132 -0.080197327075279143 -0.006779910607780733 -0.084235698702191386 0.077746904808449049 0.069018367246684517 0.042613002672061195 -0.082799617120134117 0.0068974024514030273 0.0010626538912067588 -0.057342911399388789 -0.0034350128058992868 0.069882661018093817 0.040728799555971376 0.034925404728945383 0.071163317917455948 -0.056272766449472045 0.048993967464868997 -0.05168094677274513 0.062026576018905821 -0.021089276834988548
leaf_weight=0.0047077936452408174 0.015226096138743594 0.028765213375663734 0.011217898950576455 0.012366876724200893 0.033522998984494734 0.86378553035355643 0.013546857442648705 0.016231987127769187 0.0073796134751051463 0.099452440311675994 0.021481455055885945 0.021010950129668415 0.009463333571725463 0.023231525903149475 0.022015190141788044 0.02169357826369378 0.038571986435111186 0.040295373265667997 0.023361437177541022 0.039828232332972391 0.016901319573442874 0.014628954366312286 0.021252041600519078 0.02441488863585474 0.026737886023488144 0.015128850642213365 0.012854865303229879 0.033397921391055574 0.013352614934319718 0.045039742357026333
leaf_count=43 53 36 23 18 27 914 20 29 31 453 68 36 35 31 30 31 108 98 40 100 24 20 25 89 38 12 29 261 18 160
internal_value=-9.70522e-05 0.00158132 0.0387504 -0.00493139 -0.000490504 0.000952854 0.0315204 0.00500395 -0.0435771 -0.00287368 -0.0341403 -0.000833765 -0.0176093 0.00319324 0.0320038 0.000174896 -0.0158693 -0.0282796 -0.0511666 0.00710812 0.0435584 0.00117689 -0.0232202 0.0092078 0.00401488 0.0307232 -0.00791644 -0.00856223 -0.0201293 -0.00208313
internal_weight=1.59087 0.991525 0.05235 0.0235848 0.939175 0.905652 0.0418663 0.0283194 0.0120874 0.599341 0.0367076 0.562633 0.108916 0.453717 0.0430261 0.410691 0.123922 0.102229 0.0619334 0.286769 0.0401328 0.246636 0.0610803 0.185556 0.170927 0.0547216 0.0279837 0.116205 0.0917903 0.0583924
internal_count=2900 1141 77 41 1064 1037 123 103 74 1759 121 1638 488 1150 66 1084 277 246 148 807 55 752 125 627 607 79 41 528 439 178
is_linear=0
shrinkage=0.1


Tree=735
num_leaves=31
num_cat=0
split_feature=0 1 3 0 0 3 2 1 2 4 1 3 4 1 1 2 1 4 4 4 1 1 2 0 1 0 1 4 0 4
split_gain=0.000895217 0.00435621 0.00220638 0.00215907 0.00242567 0.00420005 0.00244296 0.0021815 0.00465928 0.00304588 0.00212502 0.00208501 0.00163381 0.0030447 0.00306146 0.00247026 0.0022962 0.00215154 0.00323605 0.00249555 0.00956776 0.00584827 0.0044179 0.00208772 0.00209408 0.00307531 0.00208353 0.00220727 0.00252278 0.00204974
threshold=100.53758024625002 77.172190634500012 0.10500500000000003 99.870842629900025 98.851916998450022 0.12191500000000002 -0.16187499999999996 76.919475570250015 -0.14581999999999998 39.344049039350004 80.288113607700012 0.11360500000000003 38.703421923500009 77.656113098000006 77.898074329750017 0.25828500000000004 81.320481529800006 39.468990633150007 39.995120105550008 41.21013581150001 80.371455809750003 80.468240302450013 -0.084239999999999995 110.99299391555002 81.524804347700012 103.82556453975 82.844837289750004 44.710446918150005 108.95245419455001 42.541806567400009
decision_type=2 2 2 2 2 2 2 2 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 12 4 7 6 -6 -1 9 -9 -5 -4 16 -14 -15 17 -3 -16 -19 20 -20 22 -21 24 -23 -26 -27 29 -29 -28
right_child=1 2 11 10 5 -7 -8 8 -10 -11 -12 -13 13 14 15 -17 -18 18 19 21 -22 23 -24 -25 25 26 27 28 -30 -31
leaf_value=8.991184871234323e-05 -0.10011529582680406 -0.10009263297014959 -0.10027656101602998 -0.0093803474536447509 0.004204207331171027 0.038684256476648166 -0.091026901508905342 0.033250822632311619 0.061916747525816357 -0.1002527327332734 0.050902199228138878 -0.0019864494796526674 0.077634314714355612 -0.10050175476968702 0.05458988980574099 -0.064568786785915669 -0.0003715472098965163 -0.10013920672769863 0.082456839110066515 -0.0049393394268336787 -0.076030032574112297 0.071824654981948871 -0.10020808394227187 -0.024215339465137334 -0.060739348993036228 0.089182511534005401 0.017866039581135234 -0.0088109942647501705 0.086596503238158137 -0.10004954290481627
leaf_weight=1.3752572859442795 0.0049414196072330987 0.003849170486469689 0.0045001259286255391 0.0090758272283756325 0.0037018591472817155 0.0054687849855685746 0.0098917556763619147 0.003243954604549514 0.015510854639459448 0.0036115082894667694 0.016440128048088809 0.0041470375979416945 0.0051676380680873981 0.0030037767719477406 0.0082182593745984134 0.0052822127202487293 0.0057709810162971187 0.0030494044490469987 0.01327594177928404 0.010233847391207362 0.0053417629689256332 0.0080579751505069908 0.0092828937940794345 0.01024119958319316 0.0045969055508976444 0.0045831191619072334 0.0032298215293728996 0.0054643679982007143 0.0056239242304627624 0.0027120979697565772
leaf_count=1772 39 45 36 41 23 10 46 10 52 36 15 36 4 1 39 42 187 22 12 37 60 16 14 160 12 10 37 40 18 28
internal_value=-8.81095e-05 -0.00801706 -0.00439462 0.000629761 0.000110496 -0.0353207 -0.0650932 0.000593747 0.0315735 -0.0370798 0.0294602 -0.0531382 -0.000791652 0.00274583 -0.00104092 0.00197094 -0.0402715 0.00571358 0.00102619 0.004759 0.036984 -0.00461149 -0.0502527 0.0154015 0.0272412 0.0135347 0.0293319 0.0132251 0.0395792 -0.0359547
internal_weight=1.57278 0.130574 0.125632 1.4422 1.41669 0.0190624 0.0135936 1.39762 0.0223663 0.00685546 0.025516 0.00864716 0.116985 0.107365 0.102198 0.0991937 0.00962015 0.0939115 0.0856933 0.0826439 0.0186177 0.0640262 0.0195167 0.0445094 0.0342682 0.0262102 0.0216133 0.0170302 0.0110883 0.00594192
internal_count=2900 895 856 2005 1949 79 69 1870 98 46 56 72 784 552 548 547 232 505 466 444 72 372 51 321 161 145 133 123 58 65
is_linear=0
shrinkage=0.1


Tree=736
num_leaves=31
num_cat=0
split_feature=4 4 2 4 4 3 3 0 4 3 3 3 0 0 0 0 3 2 0 4 4 1 1 4 4 4 4 4 2 2
split_gain=0.000831539 0.00397643 0.00639655 0.00317916 0.00243098 0.00175759 0.0043362 0.00864491 0.00464275 0.00595374 0.00423831 0.00407918 0.00244342 0.00653949 0.00617545 0.00532692 0.00236517 0.00276007 0.00161829 0.00237436 0.00268071 0.0029478 0.0028748 0.00145057 0.00145047 0.00276455 0.00193063 0.00283489 0.00163695 0.00935064
threshold=43.19689381845 43.104429861650011 -0.079824999999999993 43.245737185650007 43.279086095950007 0.086520000000000027 0.083795000000000022 86.232294534150014 43.673409002000007 0.083415000000000031 0.082325000000000023 0.081550000000000025 91.410264893400026 97.32487278035002 86.420486603250012 100.67200315280002 0.080375000000000016 -0.10001 103.44649194340002 40.742467179200005 40.878805547300004 82.204984254750016 82.987325570650015 37.272044000450002 43.022303514600004 42.898324343550009 42.852084787850011 42.718072821900002 -0.092289999999999997 -0.088329999999999992
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -5 6 8 -8 16 10 11 -10 14 -14 -7 -15 17 -6 24 23 -21 -22 -23 -20 25 26 27 28 -1 -30
right_child=3 2 -4 4 5 12 7 -9 9 -11 -12 -13 13 15 -16 -17 -18 -19 19 20 21 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0052541232525713435 0.053963930527213926 -0.100445174380143 0.021917971081559479 -0.054001511326642521 0.079744637350261077 -0.009403915982589571 0.045110120029461825 -0.083052927444413061 -0.00077934138154552317 -0.10031120954554087 0.040843013328253124 -0.10026001725618204 -0.070191560132477876 0.091499413944504324 0.076357047799218758 -0.036134829510003845 0.087364412826706206 -0.050828462418253478 0.02078132199549796 0.099796577798697036 -0.10009230460448688 0.086217607044781763 -0.034022640111378531 -0.10010827252373743 0.021239993226996469 -0.040990814110726213 0.028730052969914485 -0.032361798967798248 -0.047538563586702436 0.00017920286949173902
leaf_weight=0.41500470039673998 0.012683372441642832 0.010057199470898281 0.0074269991639739899 0.0073575358967730145 0.0030098388672263878 0.015591931965158068 0.007892914829881182 0.015795522414431811 0.10040156745673798 0.0057132409544173859 0.025164050902503732 0.0042983419071802578 0.0092849643960732919 0.0079268739973485935 0.018193709886070053 0.0055660143610221655 0.0097369444780497361 0.0035030058985525969 0.0012177894146766155 0.0020785991397387358 0.0035325146756726164 0.0030635147025963594 0.005666050803488927 0.005367017891028586 0.031349388274960144 0.01666851971842076 0.022968084640524578 0.027355298011176088 0.043561222684104228 0.71689290137324491
leaf_count=583 11 27 17 11 17 29 9 57 485 10 25 10 39 9 23 47 9 23 177 10 14 4 114 125 30 37 17 41 49 841
internal_value=-8.59055e-05 -0.0010965 -0.0484673 0.00517397 0.00258948 0.00438357 -0.000556708 -0.0403494 0.00565185 -0.000402172 0.00399323 -0.00486341 0.0197131 -0.00559968 0.0367787 0.0388484 0.0561625 0.00951445 -0.000456801 -0.0280405 -0.00521492 -0.0230159 0.00817393 -0.077751 -3.66667e-06 -0.000539685 1.0381e-05 -0.00053803 0.000202574 -0.00255422
internal_weight=1.56433 1.31221 0.0174842 0.25212 0.239436 0.232079 0.175515 0.0236884 0.151827 0.135577 0.129864 0.1047 0.0565635 0.0227779 0.0337856 0.0134929 0.0162498 0.00651284 1.29473 0.0209255 0.0143407 0.0122621 0.00872957 0.00658481 1.2738 1.24245 1.22578 1.20281 1.17546 0.760454
internal_count=2900 2086 44 814 803 792 645 66 579 530 520 495 147 95 52 56 49 40 2042 444 142 132 118 302 1598 1568 1531 1514 1473 890
is_linear=0
shrinkage=0.1


Tree=737
num_leaves=31
num_cat=0
split_feature=4 2 3 4 0 0 0 1 3 4 1 2 4 1 0 2 3 3 3 3 3 3 3 2 4 4 3 3 2 0
split_gain=0.000711886 0.00218389 0.00210659 0.00126198 0.00198728 0.0032595 0.00336716 0.00204916 0.00194902 0.00125751 0.00449893 0.00416005 0.00233382 0.00221599 0.00268917 0.00209808 0.00186753 0.00105981 0.00102115 0.0126858 0.0108017 0.00582124 0.00322368 0.00377385 0.00853434 0.00844054 0.00816552 0.00809979 0.0126109 0.0100192
threshold=32.785955158400007 -0.10710499999999999 0.088500000000000023 35.461062230100005 89.219171517050015 89.99344745865001 92.031298721500022 72.026481772850005 0.094415000000000013 37.020641110850008 69.64719632740001 -0.081169999999999992 37.360990606650006 71.381251821550009 95.141844778450022 -0.59511499999999995 0.088395000000000015 -0.12059499999999999 0.084365000000000009 0.083905000000000021 0.083795000000000022 0.085155000000000022 0.083565000000000014 -0.091779999999999987 42.541806567400009 43.147345722250009 0.081815000000000013 0.078935000000000019 -0.067574999999999996 86.345209775600011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6 -7 -8 17 10 11 -5 16 -12 -15 -16 -11 -9 19 20 22 -20 23 26 27 -26 -14 29 -29 -25
right_child=3 2 -4 9 5 6 7 8 -10 12 13 -13 18 14 15 -17 -18 -19 21 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.10008996224825216 -0.019019699426685216 0.055777087536844343 -0.049799643340012266 -0.029050755069979308 0.062550865129913633 -0.06082167235192526 0.063252094622740992 0.0055615359567444478 0.040433414504861508 0.0032051749344701608 -0.10015281884509242 0.023892819669713714 -0.001735055101910494 0.092652283662440424 0.05285747981075789 -0.10008206704571032 0.079343449586593173 -0.10012404692690667 -0.049256754444151771 0.084919539320358797 -0.10048205742783074 -0.00075260902885144771 0.055494377553422375 -0.037243636399858025 0.07377593385444213 0.010244431702256905 -0.066341363730847439 -0.079575573641936057 0.025200207314404012 0.028628263995580508
leaf_weight=0.0028868418470853465 0.012322650546073163 0.003720764066528672 0.0038408415020086562 0.028262067874663899 0.015395184373119267 0.0060695518095599246 0.0078040486142754153 0.0015667143935544879 0.0040013520944340384 0.0062309781004647596 0.0077234371223111071 0.031253529910280305 0.15861357776655188 0.0015824576773426635 0.0012296208468605078 0.0033157054990495226 0.0066700824490292659 0.0024059933452632073 0.025435342704127617 0.018448759978361817 0.01038554313567186 0.90944741391731587 0.011267174746478759 0.032123156690661042 0.033472823219391046 0.055726339179573703 0.022315231614898567 0.029475509631939345 0.018823678721529929 0.082116430768931159
leaf_count=86 34 43 39 32 13 9 11 12 26 30 27 23 589 7 6 61 18 39 41 22 10 1197 10 72 44 172 35 26 35 131
internal_value=-8.35132e-05 -0.0260979 0.00215045 9.25886e-05 0.0157907 0.0273086 0.00247468 0.0268236 -0.00882814 -0.000428247 -0.0131947 -0.0012484 0.000231098 -0.0645253 -0.0196204 -0.0587082 0.04257 -0.0584449 -0.000156936 0.00363055 0.000329612 -0.00207226 0.00268803 0.00131289 0.00923052 0.0340852 -0.00970341 -0.00440942 -0.0387412 0.0101057
internal_weight=1.55393 0.0104484 0.00756161 1.54348 0.0495655 0.0372428 0.0218477 0.0157781 0.00797406 1.49392 0.0733668 0.0595156 1.42055 0.0138512 0.00612778 0.00454533 0.0129011 0.00397271 1.40765 0.472768 0.454319 0.934883 0.443934 0.432667 0.251738 0.0891992 0.180929 0.162539 0.0482992 0.11424
internal_count=2900 168 82 2732 144 110 97 88 77 2588 156 55 2432 101 74 67 48 51 2384 1146 1124 1238 1114 1104 480 216 624 264 61 203
is_linear=0
shrinkage=0.1


Tree=738
num_leaves=31
num_cat=0
split_feature=0 1 3 4 3 1 3 1 1 3 3 2 2 0 1 3 2 2 1 4 1 2 4 4 4 3 0 1 3 4
split_gain=0.000709475 0.00393767 0.00193368 0.00200465 0.00197768 0.00178427 0.00358758 0.00709611 0.00135489 0.00146239 0.0036385 0.00182366 0.0066103 0.00601948 0.005576 0.00408944 0.00478559 0.00386537 0.00310467 0.0031012 0.00249569 0.00171641 0.00133376 0.00127503 0.00486531 0.00264617 0.0065115 0.00468607 0.00298917 0.00291058
threshold=100.53758024625002 77.172190634500012 0.10500500000000003 36.735256530150004 0.11360500000000003 77.898074329750017 0.087405000000000024 80.468240302450013 90.988176966900014 -0.22831499999999999 -0.13743499999999997 -0.079074999999999993 -0.08459499999999999 102.21786657775002 81.320481529800006 0.088005000000000014 -0.075174999999999992 -0.01762 80.468240302450013 42.406961525800007 81.524804347700012 -0.088944999999999996 49.842240509300005 43.411469133450005 43.673409002000007 0.089580000000000021 95.897301513100004 72.026481772850005 0.09495000000000002 43.874475754150005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -4 23 7 -7 9 -5 -11 12 13 -12 -15 18 -17 -18 -13 -16 -20 22 -21 -1 -25 26 27 29 -27 -26
right_child=1 2 4 8 -6 6 -8 -9 -10 10 11 15 -14 14 19 16 17 -19 20 21 -22 -23 -24 24 25 28 -28 -29 -30 -31
leaf_value=-0.0011985763582203646 -0.10010441882139509 -0.10003778645077965 -0.10025018353623041 -0.039845943850725152 -0.0014853516315030608 0.032661817787516555 0.04824606594866692 -0.10016518970712403 -0.046822484199192077 0.063946341650766986 0.055452556849009599 -0.10019484028498955 -0.10024940008156145 -0.10016883821917939 -0.10003965502967099 0.10007429554597674 -0.048523484491178888 0.043646232530042711 0.055973511309762386 -0.065667247720363864 -0.049234714583550922 0.074939348997074245 0.023732183712674181 0.054478923410881709 -0.061287371337204223 0.069926639898766574 -0.088611331619733891 0.063831909512503546 6.6607493591026959e-05 0.00047375036120650481
leaf_weight=1.2082707085541562 0.0044153380459848726 0.0019840974336426944 0.0040687391155891234 0.0070779324449499323 0.0040411793455309153 0.012021071982358654 0.022183325668614806 0.0060444107907775884 0.0055276240235507665 0.01012189276843857 0.013900646136363513 0.0042862325772148402 0.007346342976418895 0.0072870287864215113 0.0023184237071061107 0.008455894305370748 0.0071527811123814891 0.012504235073294012 0.0044929916317641982 0.0023290865211951992 0.0045259666023700351 0.0045517245271185303 0.0058866288036085734 0.019923483469956121 0.0082750954815729028 0.011227549263165049 0.0084786724735526064 0.0111415605070396 0.013476479854496404 0.097945090331883367
leaf_count=1473 39 155 36 36 36 49 26 18 241 20 22 6 16 47 49 4 16 38 16 31 42 6 39 45 21 25 51 53 25 219
internal_value=-8.02776e-05 -0.00738916 -0.0039158 -0.00043389 -0.0510356 0.000549532 0.0213037 -0.0117799 0.00139994 0.00400715 0.00726892 0.000522725 -0.0137471 0.0037719 -0.0283382 0.0155511 0.0371681 0.0101076 -0.0301239 0.00635872 0.00317707 0.0256795 -0.00161181 -5.63334e-05 0.00803984 0.00189396 -0.00398025 0.00213383 0.0318168 -0.00433776
internal_weight=1.54126 0.122275 0.117859 0.10975 0.00810992 1.41899 0.0402488 0.0180655 0.107765 0.102238 0.0951599 0.085038 0.0436199 0.0362735 0.0223729 0.0414181 0.0281129 0.019657 0.0133052 0.0150859 0.00901896 0.0127674 0.00821572 1.37874 0.170468 0.150544 0.12584 0.117362 0.024704 0.10622
internal_count=2900 895 856 784 72 2005 93 67 629 388 352 332 210 194 172 122 58 54 64 125 58 76 70 1912 439 394 344 293 50 240
is_linear=0
shrinkage=0.1


Tree=739
num_leaves=31
num_cat=0
split_feature=1 0 3 1 1 3 4 0 0 4 0 3 3 3 1 4 4 4 4 4 0 1 0 2 2 2 1 3 0 2
split_gain=0.000767445 0.00737939 0.00780285 0.00525482 0.00750032 0.00540008 0.00231453 0.00504078 0.00791104 0.00292746 0.00281369 0.00515771 0.00827381 0.00788966 0.00463745 0.00427873 0.00409345 0.00294127 0.00390082 0.00334046 0.00509184 0.00276542 0.00264724 0.00322127 0.00597244 0.00659935 0.00463657 0.00455413 0.00281082 0.00301137
threshold=71.090898343450007 95.502098167950024 -0.084259999999999988 70.865067860500019 70.343506983200015 0.08494500000000002 40.823855932350007 96.249489528150022 96.811377277450006 40.712530798250008 100.13162306855001 0.088990000000000027 0.09495000000000002 0.087265000000000023 77.52437864960001 42.406961525800007 43.633733172900008 41.21013581150001 41.986601436450009 42.297164883650005 102.32271644485002 80.677940036650014 103.44649194340002 -0.13820499999999999 -0.090694999999999998 -0.053019999999999991 82.393176323850014 0.084535000000000013 100.53758024625002 -0.030985000000000002
decision_type=2 2 2 2 2 2 2 2 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 22 11 13 -13 15 -12 -8 -17 -16 -19 -20 -21 -22 23 26 -25 -26 27 -10 29 -27
right_child=1 6 -4 -5 5 -7 10 8 9 -11 14 12 -14 -15 17 16 -18 18 19 20 21 -23 -24 24 25 28 -28 -29 -30 -31
leaf_value=0.0010519507076162617 0.0026626894354028754 -0.10020622130706787 -0.10014735061729861 0.043518557425087832 0.030597533196006155 -0.10017321307765931 0.059068588243495646 0.061856744901573196 0.0049382218853479057 -0.086038598356712057 -0.10008496859884841 -0.083713074965381273 0.023675383033751524 0.095486177185309551 0.038326338946481485 -0.042592637871766093 0.029710097152891808 -0.066363006487049139 0.080931746013641878 -0.074001500600768697 -0.075678996483773117 0.016800047736093063 -0.076813406962516248 0.050982307131879026 -0.076310919861861559 -0.01163061160569849 0.046399548805791405 -0.10022031138242138 -0.032556041279776661 0.049439155454072667
leaf_weight=1.1424010799696667 0.013901277122821298 0.0058815637846691684 0.015741505978288939 0.028538319870989315 0.0042443384092792696 0.012334651850607579 0.014915045339421354 0.015339353830313485 0.0063266355513658104 0.0054699598330429913 0.004883985413864699 0.010935114719359262 0.020861796620010864 0.01652511402789969 0.016223779792976178 0.015474062936846167 0.015851825702315026 0.010105683186839326 0.0048014238006470747 0.0091052420772257392 0.0035423913921093222 0.037083699624326935 0.0057910265722620332 0.019095527689579228 0.0129915059939818 0.015307213994674385 0.0048688515396641116 0.011798384018028241 0.014369303877270312 0.017088447631550707
leaf_count=1373 50 18 141 23 22 56 13 12 27 16 37 14 44 18 36 14 42 61 21 29 34 273 300 31 43 7 18 47 46 34
internal_value=-7.85114e-05 -0.00423558 -0.0519336 0.00112669 8.28437e-05 -0.066695 0.000258174 -0.00967877 -0.0055335 -0.0146729 0.00766105 0.0195564 -0.013256 0.0361789 -0.00545738 0.0149843 -0.00600532 0.000258018 -0.00929685 0.0012783 -0.00641202 0.00873634 -0.0110461 -0.00730657 0.0022972 -0.0132604 -0.0402404 -0.0635142 0.00425529 0.0205832
internal_weight=1.5318 0.34428 0.0296428 1.18752 1.15898 0.016579 0.314637 0.134328 0.128446 0.113107 0.180309 0.094563 0.0317969 0.062766 0.0857462 0.0462409 0.0313259 0.0808622 0.0646384 0.0545328 0.0497313 0.0406261 0.107637 0.101846 0.078852 0.0597565 0.0229939 0.018125 0.046765 0.0323957
internal_count=2900 1426 191 1474 1451 78 1235 599 581 569 636 145 58 87 491 69 56 454 418 357 336 307 553 253 161 130 92 74 87 41
is_linear=0
shrinkage=0.1


Tree=740
num_leaves=31
num_cat=0
split_feature=3 3 3 0 4 1 0 0 1 3 2 4 1 3 4 1 1 1 1 1 1 1 1 1 1 1 0 2 2 0
split_gain=0.000677363 0.00692109 0.00264483 0.00326825 0.00564459 0.00732329 0.010142 0.00562065 0.00494087 0.00243643 0.00464166 0.00587069 0.0073473 0.00490602 0.00216299 0.00197613 0.00492001 0.00120889 0.00556439 0.00321857 0.00867854 0.00696022 0.00713787 0.00772729 0.00489169 0.00609974 0.00826805 0.0046467 0.00511104 0.00409129
threshold=0.10236000000000002 0.10176000000000003 0.10332500000000001 87.181320254150009 35.131296350900008 68.321786469100019 93.776108048200015 99.744485097750015 80.677940036650014 0.10661000000000002 -0.117115 41.621607100200002 61.944763783650011 0.11614000000000002 40.380906245900007 71.225321249950014 75.28220456885002 69.873026810350026 70.085415002650009 62.837331883000012 64.654729579150015 66.318885161900013 65.630639880500027 65.555363052850012 66.697957758300021 67.649671936450019 90.837623311600012 -0.10098 -0.23280999999999999 86.780739992750014
decision_type=2 2 2 2 2 2 2 2 2 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 -2 9 -5 14 -7 15 -9 -4 -11 13 -13 -12 -6 -8 -17 19 -19 29 -21 22 23 -22 -23 26 -26 28 -27 -1
right_child=2 -3 3 4 5 6 7 8 -10 10 11 12 -14 -15 -16 16 -18 18 -20 20 21 24 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.0031997844414588025 -0.033378956493133015 0.071818254419318869 -0.034214029137975728 -0.063328505686605766 0.069847255813221445 -0.10030253255096289 0.077463991827463996 -0.086972617746870984 0.015539221591473959 -0.044332928643533137 0.064515116575843925 0.042197539623356636 -0.10018575780035513 -0.0058550770331553727 0.023493433515817088 -0.047633913016296076 0.058839148709746159 -0.062537815174604855 -0.0020986381804931112 0.045235509322076289 -0.034401267298058792 0.057252832962430091 -0.07426323353995451 0.050789133539844433 0.019959510993466989 -0.0077367968210959263 -0.10021604053614659 -0.0053971616729374845 0.074092897789736295 -0.015025803660345078
leaf_weight=0.46805488729323375 0.028756356087194485 0.013594195874580994 0.036796779038354516 0.0092827416382091493 0.023953728945343762 0.0093199831844685832 0.0099270043442906616 0.0082346513160587165 0.010958832898445833 0.019753533669124579 0.021590118449239526 0.0061826148865407058 0.0087580401935092311 0.018308673016814936 0.017363774298246426 0.0065821181601712899 0.012740507222325448 0.015895022809900183 0.36563284717321776 0.059180247455443258 0.028789850150363838 0.022981226175033953 0.020214561798539421 0.016896272049052641 0.011662571730539639 0.011486104695251242 0.011244799902133451 0.034397660954255116 0.022752707966901653 0.16715416017177631
leaf_count=630 23 22 31 35 21 9 16 28 50 25 17 8 40 28 25 31 34 20 1364 84 57 27 37 9 10 38 39 36 18 88
internal_value=-8.58531e-05 0.000848458 -0.00486038 -0.00112851 0.0112358 0.0182217 -0.00477158 0.0136076 -0.0284418 -0.0131569 -0.00276945 0.012202 -0.0412659 0.0322238 0.050367 0.0412003 0.0225698 8.05326e-05 -0.00461662 0.00212908 0.0120051 0.00110544 -0.0247867 -0.00289498 0.0160044 0.00564941 -0.0390324 0.0205619 0.0466415 -0.00159625
internal_weight=1.51845 1.26994 0.248509 0.219753 0.108363 0.0990806 0.0577631 0.0484431 0.0191935 0.11139 0.074593 0.0548394 0.0149407 0.0398988 0.0413175 0.0292496 0.0193226 1.25634 0.381528 0.874815 0.239606 0.180426 0.0659007 0.0456861 0.114525 0.0915438 0.0229074 0.0686365 0.0342388 0.635209
internal_count=2900 2479 421 398 249 214 168 159 78 149 118 93 48 45 46 81 65 2457 1384 1073 355 271 103 66 168 141 49 92 56 718
is_linear=0
shrinkage=0.1


Tree=741
num_leaves=31
num_cat=0
split_feature=0 0 4 0 2 1 2 4 4 1 2 2 0 3 4 3 1 3 2 4 3 3 2 0 4 1 0 2 1 0
split_gain=0.000669541 0.00407815 0.00272858 0.00249818 0.0106137 0.00667894 0.00369925 0.00602535 0.00404288 0.00401057 0.00939752 0.00643194 0.00462425 0.00314307 0.00306255 0.00275785 0.00214014 0.00407801 0.00319496 0.00269834 0.00239407 0.00273469 0.00240532 0.00210758 0.0120612 0.00408895 0.00499341 0.0075984 0.00308065 0.003822
threshold=85.716110573100011 85.807518149550006 41.811877919650009 85.447264760050004 -0.093604999999999994 61.960894532450006 -0.074434999999999987 38.938637541200009 40.08085804200001 61.917879202350001 -0.093604999999999994 -0.10965999999999999 84.95796538030001 0.091545000000000029 43.968221017800005 -0.1444 58.549241164900003 0.096845000000000028 -0.13820499999999999 48.680511450650009 -0.11050499999999999 -0.15959999999999999 -0.22089 86.001087134900004 40.532725462000009 61.885617704800005 86.232294534150014 -0.082885 61.928633034850002 87.181320254150009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 -5 -6 9 -8 -9 10 11 12 16 -7 15 -11 18 -18 19 20 21 22 -1 24 -3 -25 27 -27 -28 -30
right_child=1 23 -4 4 5 13 7 8 -10 14 -12 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 25 -26 26 28 -29 29 -31
leaf_value=-0.10020763018576764 0.046550315134249148 0.01862179729412252 0.005776534379954461 -0.10024933786676316 -0.04847567418440258 -0.0054871873946459072 -0.068390364965445968 0.098606058939862518 -0.016482213371837546 0.022699785173435277 0.071524434455994892 -0.078685802276409478 0.083796007314466001 0.055858958934892983 0.014508433051311345 -0.10025178030481295 -0.10011985446931569 0.02259686402384084 0.070510208094797508 0.017670052727676439 -0.091662664240875963 0.068561201556971457 0.023882588316861575 -0.050641803452735924 -0.071399229218073956 0.058450279390651852 0.035947137535786239 3.2860195624935843e-06 -0.0136502567832205 0.0014582540055377495
leaf_weight=0.0034725237568127487 0.031091144628589862 0.036016120199633295 0.034763710673360038 0.013576951862840581 0.018938570298190793 0.016347414426950646 0.017242853914019196 0.004446654889761704 0.0097340320122039636 0.0024020701093054866 0.024420778066996718 0.0090757315138034755 0.0077206276746437643 0.017075657686035584 0.0073082854614767703 0.0075850079555606917 0.0054066276156488347 0.0054252216941677034 0.0075101268075741306 0.028564240187279211 0.0049582469524616099 0.003246018215413927 0.0028392475433065278 0.015464271670879381 0.025365721187990076 0.037065640698529023 0.022285897022811807 0.05562240384756445 0.21050770020622134 0.81831209196045462
leaf_count=45 18 26 23 31 21 30 34 5 137 13 14 13 6 14 8 59 46 6 8 32 41 13 4 17 49 21 12 46 133 1975
internal_value=-8.04181e-05 0.000786779 0.0250265 -0.00521461 -0.0214596 -0.00103001 0.00186243 -0.0286797 0.0196062 0.00986462 0.0173711 0.000463841 0.0108531 0.0258542 -0.0346828 -0.0706797 0.00168432 -0.0386562 0.0103216 -0.000171038 -0.0352782 -0.00602795 -0.0443877 -0.000520981 -0.0185789 0.000435173 0.00112574 0.023376 -0.000836322 -0.00163311
internal_weight=1.50379 1.28649 0.0658549 0.217297 0.0659386 0.0523616 0.151358 0.0314235 0.0141807 0.119935 0.102639 0.0782186 0.0691429 0.0334231 0.0172954 0.00998708 0.0614223 0.0108318 0.0505904 0.0430803 0.014516 0.00955779 0.00631177 1.22064 0.0613818 1.15926 1.14379 0.092688 1.05111 1.02882
internal_count=2900 2320 41 580 96 65 484 176 142 308 228 214 201 44 80 72 195 52 143 135 103 62 49 2279 75 2204 2187 67 2120 2108
is_linear=0
shrinkage=0.1


Tree=742
num_leaves=31
num_cat=0
split_feature=4 4 0 4 3 3 2 4 4 3 0 0 0 4 2 3 1 0 1 0 4 1 3 3 4 4 2 2 0 1
split_gain=0.000679321 0.0036274 0.00457827 0.00276561 0.00198273 0.00312508 0.00485461 0.00184504 0.00225158 0.00540147 0.0017182 0.00481459 0.00798529 0.00455226 0.00782208 0.00424522 0.00383591 0.00326245 0.00519216 0.00321821 0.00721139 0.00653951 0.00349065 0.0028087 0.00235587 0.00205693 0.00186845 0.00180604 0.00303182 0.00170414
threshold=43.19689381845 43.082598263550004 89.665455566700004 43.245737185650007 0.096845000000000028 0.090865000000000015 -0.24103499999999997 43.022303514600004 42.898324343550009 0.086355000000000029 85.807518149550006 86.280686780500005 86.420486603250012 48.008184682100008 -0.088099999999999998 0.088005000000000014 61.987779113750001 86.866770652900016 62.245871094250013 96.249489528150022 45.90502654165001 78.285212300550015 0.076080000000000023 -0.25095999999999996 44.758188263300006 45.673096293200011 -0.16717499999999999 -0.096499999999999989 95.502098167950024 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 7 -3 -2 5 6 -5 8 -1 -10 13 -12 -13 14 -8 17 -16 -14 -19 20 27 -21 -22 -15 -23 -26 -24 -20 -29 -6
right_child=3 2 -4 4 29 -7 10 -9 9 -11 11 12 15 23 16 -17 -18 18 19 21 22 24 26 -25 25 -27 -28 28 -30 -31
leaf_value=-0.00043246151697150855 0.051769972331121718 -0.087243886379288316 0.013422436213227801 -0.10009684464134522 0.0083270509154151004 0.042755043237895279 -0.10027232286079746 0.025065040715880865 0.015424688341888254 -0.10026632248570758 0.048558879830484958 -0.10055179210237744 0.079136048262687053 -0.019212540469384462 0.066695231595223975 0.07119616864260668 -0.044214805811759982 -0.10028363162444949 0.071642725420443462 -0.089203493630662989 -0.10014411916948154 -0.044981063415248407 0.080469925922384361 0.035678262208298568 0.098646206735873709 0.0095527489435719079 -0.040432128968297093 -0.050225247747847285 0.08314821081389652 -0.074920636158809492
leaf_weight=1.191531612182422 0.011920233674800329 0.010743654172474221 0.0077963279075836936 0.0046736254819361436 0.004166238665675337 0.019318785854913756 0.012334968388474365 0.027921109503830421 0.0087524060757906419 0.0074885214256586998 0.025522893849597481 0.0073297461131005539 0.0050013811656697263 0.016751676827425399 0.0063264710523341094 0.0094987180502918989 0.0061494872604903605 0.0052473307805485222 0.017582425200089347 0.0094958296169895817 0.0054260142636621822 0.0071304374283095431 0.002352839856484934 0.02101802558718191 0.002951570707011796 0.021233600892357173 0.0027987215315903313 0.0037038074208356258 0.0031572278639941942 0.0060008948960885711
leaf_count=1965 11 33 22 117 8 45 32 22 23 21 16 4 5 17 30 22 15 6 26 54 28 34 6 27 9 178 39 43 4 38
internal_value=-7.98146e-05 -0.00100776 -0.0449123 0.00482905 0.00234408 0.00438464 0.0005966 -0.000349028 -0.000936546 -0.0379192 0.00306032 0.00968077 3.85122e-05 -0.0105267 -0.0438036 0.00775249 0.0120269 0.000751733 -0.00408338 0.00257333 0.0248119 -0.01651 -0.0441697 0.011333 0.00553289 0.0204258 0.0147867 0.0546627 0.0111489 -0.0408078
internal_weight=1.49133 1.25423 0.01854 0.237093 0.225173 0.215006 0.195687 1.23569 1.20777 0.0162409 0.191013 0.128433 0.10291 0.0625806 0.0248109 0.0955799 0.012476 0.0860812 0.0810798 0.0758325 0.035021 0.0408114 0.0105776 0.0377697 0.0313156 0.0241852 0.00515156 0.0244435 0.00686104 0.0101671
internal_count=2900 2086 55 814 803 757 712 2031 2009 44 595 474 458 121 77 454 45 432 427 421 146 275 73 44 221 187 45 73 47 46
is_linear=0
shrinkage=0.1


Tree=743
num_leaves=31
num_cat=0
split_feature=0 3 4 3 3 4 0 2 1 1 4 1 3 0 3 2 4 3 1 2 0 3 1 2 1 4 3 3 1 2
split_gain=0.000740893 0.00321296 0.00387991 0.0017597 0.00161127 0.0036741 0.0012188 0.00117896 0.00117122 0.00600202 0.00338879 0.00106617 0.00184479 0.00117897 0.00187774 0.0009592 0.000950892 0.00294537 0.00889193 0.00444176 0.00477631 0.00415869 0.00570953 0.00395996 0.00276973 0.00235218 0.00253239 0.00397159 0.00250234 0.0022257
threshold=71.249517373150013 -0.23472499999999999 44.921040431000009 -0.54481999999999997 -0.25765499999999997 39.530201452500002 86.458125017100016 -0.13820499999999999 57.960468834350003 60.474177186300004 42.072181850200003 87.33187390945001 0.07870000000000002 110.50907145210002 -0.1444 -0.15758999999999998 43.411469133450005 0.082325000000000023 63.565904036300005 -0.097799999999999984 86.458125017100016 0.087725000000000011 71.52105164435001 -0.117115 68.321786469100019 45.673096293200011 0.07968500000000002 -0.17732499999999998 84.600400448950026 -0.16717499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 7 -7 -5 10 -10 -6 16 13 -13 -15 -16 -11 18 -18 23 -21 22 -22 24 -19 26 27 -20 29 -27
right_child=3 2 -4 4 8 6 -8 -9 9 11 -12 12 -14 14 15 -17 17 19 25 20 21 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.10015468363580185 0.035754702171097427 -0.10010486373704097 0.044255133881267152 -0.029790779553685861 0.054699426394614614 -0.083835622506763297 -0.023049635407304873 0.031016680192588509 -0.078385943871046707 -0.0002126993476081844 -0.014523446455824502 -0.10002396254649937 -0.10003086815911524 -0.032075812193931776 -0.012812664475400871 0.093918189653985601 -0.097594904143645744 0.056062632673946101 0.063476397653324121 0.06907826106171791 -0.10022295266320323 0.051892673112123283 0.020011256985708867 -0.052378540999037354 -0.018136134881740092 -0.0024679251092972758 0.089969506387334072 -0.050302976555400239 0.054722347958371512 -0.070980043048518057
leaf_weight=0.0038879279158084918 0.013737774770450684 0.0025019980295846247 0.0072758817726275016 0.0047115713236398635 0.014277319106270836 0.0085754498767229015 0.0053605206902351829 0.0098634303325814965 0.0097352571965932944 1.2297840653182337 0.014013388527076454 0.0012563905909104755 0.0027814928930896795 0.005953019835503782 0.0012677151135406439 0.002507641253498635 0.0095474840051598953 0.0099001249168395589 0.006585921314552933 0.025146370262297602 0.006070193853275895 0.013565097171529317 0.011305072027294263 0.013042101064002054 0.010228776327494415 0.014409267510063715 0.0059371613849066298 0.0057431767786049201 0.0048190257434687625 0.0070673523806199659
leaf_count=65 39 62 19 33 33 24 42 35 53 1601 31 50 245 55 36 32 25 21 18 24 17 37 38 15 30 62 10 35 12 101
internal_value=-8.31506e-05 -0.0232596 0.00731579 0.000132721 -0.000203971 -0.0237423 -0.0604541 0.0113598 0.000266996 -0.000141041 0.0204109 0.000408188 -0.0272828 -0.00886198 0.00291132 0.0580794 0.000685798 0.00839299 -0.0100161 0.0195528 0.0367084 0.0104002 -0.0219936 -0.00945433 0.0183575 0.00874787 0.0363137 0.0104754 -0.0104007 -0.0250133
internal_weight=1.48086 0.0136658 0.00977788 1.46719 1.45345 0.028511 0.013936 0.014575 1.42494 1.39665 0.0282907 1.38692 0.0137663 0.0109848 0.00972838 0.00377536 1.37315 0.143367 0.0541094 0.0892577 0.0560867 0.0309404 0.0173753 0.033171 0.0201289 0.0445619 0.0182663 0.0123291 0.0262956 0.0214766
internal_count=2900 146 81 2754 2715 134 66 68 2581 2517 64 2464 418 173 123 68 2046 445 263 182 116 92 55 66 51 238 63 53 175 163
is_linear=0
shrinkage=0.1


Tree=744
num_leaves=31
num_cat=0
split_feature=1 1 0 1 4 4 2 1 1 4 3 0 0 1 0 3 3 3 3 2 3 4 4 1 0 4 3 0 2 3
split_gain=0.000739443 0.00619325 0.00595792 0.0060785 0.00607102 0.00890619 0.00579512 0.00537158 0.00503991 0.00249838 0.00238783 0.00226671 0.00231481 0.0050015 0.00507048 0.00215579 0.00392333 0.0043134 0.00289339 0.00863745 0.00758561 0.00724769 0.00670645 0.00545295 0.0055346 0.00528677 0.00519253 0.00392805 0.00389844 0.00237978
threshold=64.654729579150015 64.221887820150016 89.057864029250013 62.132955852800002 41.792045663550006 39.852039223600009 -0.081474999999999992 62.106071271500007 64.84561010645001 42.541806567400009 -0.52484999999999993 86.866770652900016 86.530713386650021 62.095317438950012 86.420486603250012 -0.21013499999999999 -0.22831499999999999 -0.25215499999999996 0.083565000000000014 -0.053019999999999991 0.076080000000000023 47.833738492450003 38.441102963850007 67.203387886850024 97.738895332450014 41.66248410610001 0.084065000000000015 96.943111725850017 -0.16717499999999999 0.085155000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 9 11 -2 -6 -10 12 13 14 -1 16 17 -12 19 21 22 23 -21 -17 -25 -26 -20 -24 -23 -28
right_child=8 -3 -4 4 6 -7 -8 -9 10 -11 15 -13 -14 -15 -16 18 -18 -19 26 20 -22 28 27 24 25 -27 29 -29 -30 -31
leaf_value=-0.00054873939958964958 -0.076706541978351972 0.058856081780000617 0.030828541467111222 -0.048443101882007851 -0.082490781270648031 0.037758548626587125 -0.0042330552019997142 0.034192172895062586 -0.066089030146911934 -0.038672775762823651 0.026637879039825049 -0.018797439811836958 0.021282024240858542 0.050881272688360839 -0.057467020809945125 -0.0041293426619017498 0.063049766918548453 -0.046985537488821109 0.067404905755322583 0.033164969395247774 0.062098717120604566 0.082550200274794483 -0.074781603149811124 -0.095626412250622447 0.033653926086073781 -0.071777295706198216 -0.033576975001598786 -0.0018296482228052865 -0.015813899840623289 0.0014320495901217155
leaf_weight=0.40809097893004687 0.0090496104283204204 0.018665980831592321 0.060270814761224756 0.018880697650168199 0.022860554596263682 0.032820109743624926 0.033104057327591363 0.049005857320892687 0.0056826957820622628 0.030204946962513191 0.022884394707116007 0.059443172295232216 0.054646064956614282 0.018144460766734483 0.016275306144905244 0.018186936171801421 0.014384843502030509 0.012200121704223132 0.011651491682034831 0.021309532596049993 0.020760644000308109 0.0065730515027127004 0.015659194479790181 0.029428096421116573 0.0082835046674685497 0.011168923649711504 0.020412075026991161 0.013961311646410318 0.010410948733860614 0.3981977637607727
leaf_count=658 11 33 40 32 15 24 28 32 28 27 104 39 33 8 16 36 35 83 23 43 75 22 35 72 90 75 49 49 145 940
internal_value=-8.04638e-05 0.00191199 0.000589534 -0.00186183 -0.0208125 0.00627843 -0.0370667 0.00245242 -0.00260062 -0.0575495 -0.00155465 -0.000342106 0.00186453 -0.000533356 -0.00273167 -0.000977551 0.0190688 0.00103642 -0.00266983 -0.0143491 0.0111503 -0.0360986 -0.00961778 -0.0508757 -0.0682686 -0.0268811 0.00155773 -0.0403965 0.0222544 -0.000275046
internal_weight=1.47262 0.822413 0.803747 0.743476 0.13787 0.0517008 0.0861696 0.605606 0.650205 0.0530655 0.641156 0.5566 0.497157 0.442511 0.424366 0.635473 0.0494694 0.0350845 0.586003 0.155742 0.0716907 0.0840515 0.05093 0.0670675 0.0488805 0.0194524 0.430261 0.0296205 0.016984 0.41861
internal_count=2900 985 952 912 126 56 70 786 1915 42 1904 754 715 682 674 1876 222 187 1654 642 202 440 127 273 237 165 1012 84 167 989
is_linear=0
shrinkage=0.1


Tree=745
num_leaves=31
num_cat=0
split_feature=1 0 3 1 1 3 4 1 1 2 4 1 4 1 0 0 0 1 0 0 0 3 3 3 0 0 0 0 4 4
split_gain=0.00065971 0.00664279 0.00819453 0.00421212 0.00671168 0.0049587 0.00382092 0.00301893 0.0103934 0.00415588 0.00248415 0.0037126 0.00205635 0.00577585 0.0048687 0.00772746 0.00403268 0.00674851 0.0051524 0.00430712 0.0053288 0.00329699 0.0027971 0.00259686 0.00237686 0.00233984 0.00536689 0.00370881 0.00604411 0.00382953
threshold=71.090898343450007 96.055920542800024 0.082775000000000029 70.865067860500019 70.343506983200015 0.08494500000000002 43.968221017800005 72.953999827850012 74.986474174450009 -0.09715 45.90502654165001 73.365333921800001 40.823855932350007 75.551050381850018 97.550703263350016 97.900202820250016 97.152811460000024 76.919475570250015 97.671683879200017 99.983757871350008 100.53758024625002 0.10461500000000003 -0.21013499999999999 0.088670000000000013 107.81523640540001 99.642323688800005 100.13162306855001 101.47316367565001 40.922041107600009 42.280042771400005
decision_type=2 2 2 2 2 2 2 2 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 6 4 -1 -6 -2 9 -9 -3 -8 -12 16 -14 -15 -16 -10 23 -19 -20 -21 22 24 -18 -17 -24 -27 -28 -29 -30
right_child=1 7 -4 -5 5 -7 10 8 12 -11 11 -13 13 14 15 21 17 18 19 20 -22 -23 25 -25 -26 26 27 28 29 -31
leaf_value=0.0010160957354505126 -0.045771097629838775 0.076830767208852555 -0.10013262606800646 0.039921613611313744 0.028699006390354245 -0.10015681434479283 0.076165901034745437 -0.10012265552268058 0.027539680237492221 0.0043597862445498769 0.10005174496152468 -0.10009251832828159 0.075118248011835725 -0.067760451283752382 0.096699932061932434 0.090480072686909108 -0.018652174048056858 0.091142375871906045 -0.072324091375535846 0.065509528830902927 -0.017062796758537804 0.057754031098090776 -0.047386614029488835 -0.0883488886640484 -0.0080755599163875973 0.10004243523642296 -0.050597259338907144 0.10002610566750147 -0.07947137648403739 0.0032532412469002459
leaf_weight=1.0928507043624247 0.010899692009517667 0.011793442885663197 0.01526126109542833 0.027209457522786695 0.004073978775761663 0.011187912880333377 0.0066020028753150939 0.010517536283565665 0.023404163677696474 0.024048021256312779 0.0014929609606042504 0.0024440568823322212 0.012232937470809446 0.00899495910259418 0.0091677974269259721 0.0054024223227315676 0.0081336478239109056 0.0054768369882367543 0.0093480186930152698 0.010249450695994256 0.032912491647960965 0.0093172135711367954 0.014235582787253356 0.015597800479555168 0.0044731685190275705 0.0047216046659741542 0.017007230939932505 0.0057382618643977415 0.0065757437935935184 0.037557557905798261
leaf_count=1373 40 16 110 23 22 56 24 54 15 39 1 50 18 19 5 14 16 5 39 17 411 34 23 41 32 5 34 9 75 280
internal_value=-8.44378e-05 -0.00406744 -0.0441268 0.00105086 9.63931e-05 -0.0657603 -0.00425874 0.0010568 -0.00281896 0.028206 0.0386743 -0.0241956 0.00143549 0.00958155 0.00307375 0.00865317 -0.0090587 -0.0195405 -0.00115643 -0.0107833 0.00254524 0.000967704 -0.00456026 -0.0644612 0.0458391 -0.0103588 -0.00299694 -0.0102715 0.00348047 -0.00907251
internal_weight=1.45893 0.323606 0.0367 1.13532 1.10811 0.0152619 0.0214387 0.286906 0.251064 0.0358415 0.010539 0.00393702 0.240547 0.135424 0.123192 0.114197 0.105122 0.0817182 0.0579868 0.05251 0.0431619 0.105029 0.0957116 0.0237314 0.00987559 0.085836 0.0716004 0.0668788 0.0498716 0.0441333
internal_count=2900 1426 225 1474 1451 78 115 1201 1146 55 75 51 1092 548 530 511 544 529 472 467 428 506 472 57 46 426 403 398 364 355
is_linear=0
shrinkage=0.1


Tree=746
num_leaves=31
num_cat=0
split_feature=0 3 3 3 4 0 3 3 3 3 2 4 4 3 0 1 4 4 2 0 2 1 4 1 1 2 3 3 1 2
split_gain=0.000649379 0.00292388 0.0015532 0.00147045 0.00325508 0.00148669 0.00141707 0.00129333 0.0010154 0.00360172 0.00405793 0.00185576 0.00539417 0.00242206 0.00482491 0.00599275 0.00238861 0.00237775 0.00403853 0.00290541 0.00355456 0.00178003 0.00153031 0.00134839 0.0053285 0.0013111 0.00890804 0.00758801 0.00753498 0.00516426
threshold=71.249517373150013 -0.23472499999999999 -0.54481999999999997 -0.25765499999999997 39.530201452500002 86.597924839850023 -0.15684499999999998 0.077600000000000016 -0.098985000000000004 -0.087385000000000004 -0.011399999999999999 41.289992964000007 41.169697216150006 -0.12530999999999998 86.135510041400025 65.461267018300006 42.541806567400009 47.137898133050008 -0.079074999999999993 82.401241698250018 -0.21094499999999999 71.666228383350017 38.938637541200009 59.74022811670001 57.960468834350003 -0.065399999999999986 0.083795000000000022 0.086785000000000015 68.214248143850014 -0.074434999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -3 -8 11 10 -10 12 13 14 -5 -16 -13 18 -18 -19 -21 -17 -15 24 -11 29 28 -28 -27 -25
right_child=2 6 3 8 5 -7 7 -9 9 23 -12 16 -14 22 15 21 17 19 -20 20 -22 -23 -24 25 -26 26 27 -29 -30 -31
leaf_value=-0.10014001070852074 0.033757070619605388 0.071677858509722622 0.010207378806170203 -0.074044402862089478 -0.082769992594505251 -0.011718590057586062 -0.053291015952752055 0.034217028549163961 -0.10029988257924799 0.0082895626104689986 0.014004679098749995 -0.035064535221293373 0.094771451499385442 0.0092975133037984849 0.099549331891503043 -0.058777396931516283 0.067393116129629782 0.026551748473366929 -0.038465470999553608 -0.10014464826437351 0.0070780978345444572 0.0075829100448129745 0.061770823787184473 0.00053296062693298618 -0.10010993219482332 0.07384934795763308 -0.049640815455424529 0.0033371535209289998 0.0077774030242982323 -0.028167181377839485
leaf_weight=0.0035200742375165782 0.01359669551313647 0.002473673616735895 0.014108769643195296 0.0082686847294711763 0.0087603499709136834 0.0044362576929659623 0.0040158585685690874 0.0029148049314500213 0.0075542549915275786 0.014772402266838569 0.0052742824839664831 0.017305003479634706 0.0085330684589735029 0.01145916045188744 0.0061675305005337569 0.0060591764899982073 0.012540234633398706 0.010600521272920105 0.0050572798515009501 0.0059873114216539847 0.0063932315062906753 0.012142597635262709 0.010792079014692035 0.81883788635550925 0.0065433528074197436 0.031416987573778518 0.030315837930006029 0.24986796025055991 0.038304593671107293 0.067894502664197165
leaf_count=65 39 17 68 26 25 41 53 11 38 40 11 28 7 32 7 15 55 8 30 31 34 53 12 1289 35 43 95 486 137 69
internal_value=-8.19799e-05 -0.0223968 0.000119282 -0.000202942 -0.0231847 -0.0588849 0.0067027 -0.0164881 0.000247838 -0.000586594 -0.0533051 0.00898923 0.0208054 0.00930665 -0.00803795 0.0143585 -0.0039576 0.00930816 0.0369708 -0.0118743 -0.0447755 -0.0145077 0.0347476 -4.89741e-05 -0.0249861 0.000380864 0.0055643 -0.00239505 0.0375498 -0.00166453
internal_weight=1.44591 0.0129244 1.43299 1.41939 0.0273054 0.0131966 0.00940434 0.00693066 1.39209 1.27078 0.0128285 0.121306 0.0634223 0.0548892 0.032638 0.0243693 0.0578836 0.0405786 0.0175975 0.0229811 0.0123805 0.0182018 0.0222512 1.25795 0.0213158 1.23664 0.349905 0.280184 0.0697216 0.886732
internal_count=2900 146 2754 2715 134 66 81 64 2581 2243 49 338 152 145 101 75 186 158 85 73 65 68 44 2194 75 2119 761 581 180 1358
is_linear=0
shrinkage=0.1


Tree=747
num_leaves=31
num_cat=0
split_feature=3 3 2 2 2 2 4 4 2 4 1 0 1 2 2 1 0 0 2 1 1 1 1 0 3 0 2 2 3 2
split_gain=0.000640453 0.00596847 0.00340384 0.00474259 0.00255289 0.00721625 0.00413922 0.0064823 0.00761557 0.00623104 0.00681227 0.00973515 0.00597219 0.00387714 0.00333907 0.006168 0.00105443 0.005942 0.00908508 0.00270577 0.00270661 0.00535611 0.00386164 0.00638047 0.00489061 0.00244666 0.00237901 0.00413238 0.00384483 0.00374715
threshold=0.10236000000000002 0.10176000000000003 0.20327000000000003 0.12351500000000003 -0.033594999999999993 -0.054494999999999995 41.134354310300004 40.496232821400007 -0.071129999999999985 41.621607100200002 61.982402197500001 90.603727454250006 65.848404989100018 -0.02852 -0.021344999999999999 66.697957758300021 93.972365491700018 94.614906984850009 -0.14739999999999998 68.579878449600017 70.343506983200015 70.73871032835001 70.96454081135002 95.502098167950024 -0.059734999999999996 93.867515624600017 0.22542000000000004 0.06041500000000001 0.08079500000000002 -0.024989999999999998
decision_type=2 2 2 2 2 2 2 2 2 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 6 7 8 12 -8 -11 -12 -2 -6 -15 -16 25 18 -18 -19 -21 -22 -23 24 -24 -1 27 29 -29 -25
right_child=2 -3 -4 -5 13 -7 9 -9 -10 10 11 -13 -14 14 15 -17 17 19 -20 20 21 22 23 26 -26 -27 -28 28 -30 -31
leaf_value=0.0011216050663140772 0.00017858625394121498 0.07045366790821421 0.048906070143380387 -0.068003780348465437 0.065645494351884423 -0.060495884634875291 0.061828810171251802 -0.069298474761819828 0.075366048593289631 0.054659496318406033 -0.089329289522700417 0.043448485407931503 -0.082211306412039456 -0.045998637563679667 0.066829672258978165 -0.034722994887383264 0.0409584225226646 -0.10019513811770471 -0.10013929174273054 0.041018312351828221 -0.10015673237538479 0.044175159782111839 0.00073163471300726499 0.0020321890564600001 -0.10020093496053867 0.034827294714358296 -0.038383092428818877 -0.040797967399506835 0.068478025863986394 -0.062708436085788452
leaf_weight=0.83731345165430981 0.044683722938316364 0.012197785848678921 0.011221827678939394 0.012259425391032086 0.011974197026574984 0.024070725032494522 0.021631269179636092 0.017610498767425042 0.010899665799517066 0.012066477443568147 0.014264294715705006 0.0090097723943263763 0.010955040664820129 0.010968877947107103 0.013124306836884134 0.010988246748023636 0.0066490856890766272 0.0027333158566307239 0.0145479494595534 0.015102012569471412 0.0054989800164690896 0.018104869368045229 0.00821856179162328 0.20277813520824206 0.011543479193616007 0.022104605566212854 0.014561147844572409 0.0040254946394428981 0.016086776581627833 0.0093525450767140972
leaf_count=1120 36 22 35 27 8 30 20 22 19 15 29 27 82 19 19 33 39 8 64 23 24 21 25 748 50 21 122 44 54 94
internal_value=-7.61895e-05 0.000859326 -0.00484178 -0.00752833 -0.00403526 -0.00988864 -0.00125665 -0.0153486 -0.00106981 0.0195575 -0.006316 -0.0379288 -0.0160436 0.0165134 -0.000256693 0.0205515 0.000145139 -0.00466723 -0.0558798 -0.00114277 -0.00025588 -0.00240401 -0.000515725 -0.00355108 -0.0582255 0.00198853 0.000826797 0.00328517 0.0466063 -0.000822135
internal_weight=1.43655 1.20082 0.235728 0.224507 0.212247 0.165191 0.141121 0.0841489 0.0665384 0.0569718 0.0353405 0.0232741 0.0556388 0.0470556 0.0350814 0.0241126 1.18862 0.329202 0.021197 0.308005 0.305272 0.29017 0.284671 0.266566 0.019762 0.859418 0.246804 0.232243 0.0201123 0.212131
internal_count=2900 2479 421 386 359 280 250 159 137 91 71 56 118 79 71 52 2457 1316 103 1213 1205 1182 1158 1137 75 1141 1062 940 98 842
is_linear=0
shrinkage=0.1


Tree=748
num_leaves=31
num_cat=0
split_feature=3 3 2 2 1 4 2 3 3 3 1 2 3 4 4 0 4 3 1 3 2 3 4 4 3 2 2 3 4 1
split_gain=0.000614709 0.00257083 0.00211848 0.0040336 0.00184488 0.00158915 0.0069391 0.001541 0.00155295 0.00157784 0.00525735 0.0012649 0.00424542 0.00260988 0.00255871 0.00258288 0.00252147 0.00315189 0.00380807 0.00250372 0.00134435 0.00500144 0.00578267 0.00757278 0.00626846 0.00455924 0.00543891 0.00404546 0.00354605 0.00536029
threshold=0.11614000000000002 0.11263500000000003 -0.033594999999999993 -0.088099999999999998 67.649671936450019 41.134354310300004 -0.23771499999999998 0.11048000000000002 0.10818500000000002 0.10500500000000003 62.068432857650002 -0.25167499999999993 0.10045500000000003 39.091773401050006 35.818873074050011 97.900202820250016 40.036761086100007 0.088105000000000017 64.071334164850015 0.092425000000000021 -0.117115 0.083185000000000023 40.380906245900007 43.022303514600004 0.088395000000000015 -0.12835499999999997 -0.14228499999999997 0.080515000000000017 35.337501601400007 70.73871032835001
decision_type=2 2 2 2 2 2 2 2 2 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 -4 6 -2 8 9 11 -11 12 13 14 -1 -16 -15 18 -18 -19 21 27 25 24 -24 26 -23 -13 29 -22
right_child=2 -3 4 -5 -6 -7 -8 -9 -10 10 -12 20 -14 16 15 -17 17 19 -20 -21 28 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.017426312106097349 0.049463708905751233 0.034867459780778758 0.045773549250041935 -0.061588362981411432 -0.02318717455059878 0.024691681502532356 -0.058667905521524955 -0.031418451321245454 0.030921981696407048 -0.070441673960828857 0.0099084394860222882 -0.0010721936859276419 -0.10018633369517521 0.036239747183745674 -0.10020127233809378 0.00018463982372973796 0.043681095151246525 0.048869028981609837 -0.10017201266903214 -0.014470561720718903 0.061238859114861204 0.0084493158619070707 0.087089268630557895 -0.017668955289780484 0.025952661057670131 0.035748986415891491 -0.10033843817734329 -0.068791293665795436 -0.0014735403880965249 -0.05804534847615616
leaf_weight=0.0052785484625660359 0.0096738159087408383 0.02129792977984668 0.011119593490970829 0.015635768436558062 0.0059580465140114608 0.014544010841269994 0.015354104978302256 0.01557923137072359 0.016268819113129607 0.01332575973401609 0.020938187891173604 0.1122095742094423 0.0051015949728671619 0.017421175078797903 0.0076686607527479966 0.003849729042088126 0.0025395270287233949 0.0094106324526207659 0.0066825792954095381 0.018527071601316614 0.019057545193822072 0.0090811953635528408 0.028200352948807961 0.021093030328543705 0.04137999124101932 0.010597111500615319 0.0093043370063981001 0.0095742692722371736 0.9216016921788468 0.0046954055473378336
leaf_count=53 17 40 34 43 31 32 32 30 30 14 51 515 17 33 26 39 8 23 83 43 34 34 18 27 37 14 15 31 1403 93
internal_value=-8.13805e-05 0.000399443 -0.00906578 -0.0185872 0.0217145 -0.00159644 -0.0168728 -0.000152765 0.000217986 -0.000166988 -0.0213409 0.000407316 -0.0120578 -0.00575894 -0.0402284 -0.0666498 0.0048488 -0.00986783 -0.0605586 0.00686496 0.00121059 0.00787038 0.0223905 0.0348192 0.0507308 -0.0164932 -0.0466047 -0.00639606 -0.000490294 0.0376591
internal_weight=1.42297 1.35068 0.0722853 0.0552077 0.0170776 0.0395719 0.0250279 1.32939 1.31381 1.29754 0.0342639 1.26327 0.0764795 0.0713779 0.0167969 0.0115184 0.054581 0.0371598 0.00922211 0.0279377 1.18679 0.24144 0.119656 0.0906734 0.0695803 0.0289826 0.0183855 0.121784 0.945355 0.023753
internal_count=2900 2711 189 124 65 81 49 2671 2641 2611 65 2546 325 308 118 65 190 157 91 66 2221 691 145 82 55 63 49 546 1530 127
is_linear=0
shrinkage=0.1


Tree=749
num_leaves=31
num_cat=0
split_feature=4 4 2 2 4 3 0 0 3 4 0 1 2 4 4 1 3 3 3 4 0 2 3 2 0 2 2 3 4 2
split_gain=0.000748852 0.00213329 0.0021125 0.00280181 0.00203095 0.00236942 0.000816563 0.00373849 0.00218415 0.00217868 0.00446325 0.00380679 0.00339604 0.00294229 0.00748291 0.00572567 0.00556794 0.00906034 0.0100858 0.0104088 0.00553952 0.00471631 0.0121733 0.0069122 0.0111511 0.00785956 0.0194432 0.00658009 0.00650085 0.00813385
threshold=33.96174662340001 34.542090938800008 -0.22089 0.15973500000000004 32.483642351600004 0.088500000000000023 85.716110573100011 85.775256651950016 0.11467000000000002 43.162556114600001 91.410264893400026 62.197478847950002 -0.21094499999999999 40.621691032550004 40.380906245900007 61.987779113750001 -0.24701499999999998 0.048965000000000009 0.082620000000000013 42.674081447500008 86.780739992750014 -0.12350999999999999 0.088565000000000019 -0.088099999999999998 89.458444290650007 -0.083135000000000001 -0.081474999999999992 0.083795000000000022 42.599563320500003 -0.019444999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 8 -8 -3 13 11 -11 -13 14 -9 -15 -17 -18 19 -19 -16 22 -20 24 -23 -25 -27 -28 -29 -30
right_child=1 6 3 -5 -6 -7 7 9 -10 10 -12 12 -14 15 20 16 17 18 21 -21 -22 23 -24 25 -26 26 27 28 29 -31
leaf_value=-0.10008267939740467 0.043557111302648839 -0.0040041648129302771 0.038536551732123558 -0.070501746007126984 0.059814796184219865 -0.10013910747629054 0.031636404948267215 0.0002962953416648033 -0.058029002042398262 0.011967845931371686 -0.0054998153650475633 -0.0013026935982199911 0.08131914532394334 -0.038002832884300911 0.092618055199976707 -0.073648596862085011 0.049011877916973125 -0.082743112610796296 0.076364087233779104 0.016268454760958753 0.013759940402195182 -0.084011609315922789 -0.0059042422445658681 0.034483370132624612 -0.00015052026561834472 -0.10041252680317199 0.056317360960182541 0.0049722356019693539 -0.10045571858008102 0.0043271191946212496
leaf_weight=0.0027988023237883247 0.011250104584550003 0.18709721296425197 0.0026403945822993454 0.0047074739923123323 0.0061704819885898092 0.0023099997814410331 0.038101101925349101 0.40231273208258012 0.0077951198449959227 0.047754685356864009 0.079611391684279637 0.0067402253951555904 0.018994477932254443 0.052964475889965001 0.01563120515004357 0.011050173183625445 0.032676399301941772 0.031322756196767387 0.0267561148548476 0.016062435653793727 0.020710687517524917 0.027088332417861211 0.054875517588716595 0.056502815715478771 0.038239444008972084 0.020354529165486301 0.020238138400600292 0.14073644799409868 0.014398501327960389 0.015259503061225255
leaf_count=77 36 478 25 49 37 28 25 734 29 37 525 26 42 55 12 23 55 77 22 13 39 22 83 43 64 30 6 163 18 27
internal_value=-7.8739e-05 0.000187311 -0.0199966 -0.00583564 0.0215376 -0.0261736 -0.000165413 0.000818507 -0.006165 -0.000202283 0.0109046 0.0286756 0.0596795 -0.00190757 0.0042218 -0.00672145 -0.0034443 -0.00187554 -0.005476 -0.0491806 0.047678 -0.000479126 0.0210606 -0.00576226 -0.0349237 0.00135971 -0.00751088 0.00240857 -0.0039943 -0.0465433
internal_weight=1.41315 1.39452 0.0186272 0.0158284 0.0111209 0.00495039 1.38327 1.18838 0.194892 1.15028 0.153101 0.0734894 0.0257347 0.99718 0.438655 0.558526 0.505561 0.494511 0.461835 0.0473852 0.0363419 0.414449 0.0816316 0.332818 0.0653278 0.26749 0.210987 0.190633 0.170394 0.029658
internal_count=2900 2684 216 139 90 53 2648 2141 507 2116 630 105 68 1486 785 701 646 623 568 90 51 478 105 373 86 287 244 214 208 45
is_linear=0
shrinkage=0.1


Tree=750
num_leaves=31
num_cat=0
split_feature=2 4 2 2 1 0 1 2 1 2 2 3 3 2 1 3 4 2 2 0 3 3 3 2 3 1 1 0 0 4
split_gain=0.000653284 0.00165538 0.000835582 0.00325718 0.00263793 0.00259752 0.00251592 0.0015233 0.00520754 0.00147389 0.00117846 0.00521673 0.00220232 0.00114649 0.00235789 0.00101203 0.00307513 0.00632602 0.00344311 0.0056877 0.00290294 0.00241365 0.00155053 0.00465798 0.00364143 0.00617792 0.00357478 0.00108573 0.00895723 0.00554158
threshold=-0.62958999999999998 40.580626202750004 -0.58180999999999994 -0.50001499999999999 67.316303128300021 91.410264893400026 78.285212300550015 -0.26138499999999998 62.305017173150013 -0.59681499999999998 -0.24299000000000001 0.093295000000000031 -0.10778500000000001 -0.59967499999999996 78.494912034700022 0.11614000000000002 41.134354310300004 -0.055714999999999994 -0.088099999999999998 87.393708446500014 0.11308000000000003 0.23821500000000004 0.10500500000000003 -0.072569999999999982 0.10661000000000002 62.305017173150013 61.966271448700006 86.232294534150014 86.388225105700016 41.941595803500007
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -4 9 8 -5 -6 11 12 -9 -8 -15 20 17 21 -18 -20 22 -17 27 26 -25 -26 -24 29 -29 -12
right_child=2 -3 3 7 6 -7 13 10 -10 -11 15 -13 -14 14 -16 16 18 -19 19 -21 -22 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=0.0151611768840616 0.059646952049075656 -0.044515349775023569 -0.1001753922029063 0.076906858525979171 -0.049720434775614684 -0.0078988266033310061 0.076350116907768759 0.0097600727525021958 -0.022162801032323022 0.0047876134013259157 0.016992298500580701 0.055941283835690019 -0.10014611756040864 0.10002088130570651 -0.10004257618459958 -0.1002426500362092 0.057291584754282726 0.023868058558071923 -0.10019116539689484 0.031612209974533213 0.047898536811708255 -0.031311637315701912 -0.0082313292982598551 -0.04064542158254645 0.071280903807700677 -0.016042185366908879 -0.10013609957676801 -0.052656512470091545 0.0011953801965358878 -0.0083720073635732053
leaf_weight=0.0082298665032207174 0.0097461202822168025 0.01068078364024444 0.0057948093285138252 0.010491776512888407 0.0088570266703413836 0.006441516434027808 0.0049877854859182438 0.0024596345307020271 0.010734223798456621 0.011276605832222231 0.1939522700153847 0.0048274555361966795 0.0070461982561738625 0.0010900274401137722 0.0012818878001962242 0.010585118187391329 0.010460355394229737 0.012216385401164563 0.0052948436465234403 0.0085785255804893268 0.012904324165361802 0.0097668965134456789 0.007585622835904359 0.014544757011220967 0.013593696104280184 0.020054115208002307 0.009573831557749414 0.032165956923563499 0.77664016126694257 0.15495326103899612
leaf_count=28 10 21 31 19 24 53 22 47 41 29 270 9 41 3 45 27 19 35 23 29 23 26 5 20 19 37 38 21 1552 333
internal_value=-8.40106e-05 -0.0185443 0.000169342 -0.000241076 0.0149449 -0.0515986 -0.000901565 0.000231985 0.0268062 -0.0191911 -0.00019952 -0.0287156 -0.0717079 0.0491325 -0.00810225 0.000116621 -0.0129228 -0.0330172 0.0139716 -0.0186912 0.000716938 -0.0671628 0.000219133 -0.0147669 0.00116369 0.0192363 -0.0595081 0.00106508 -0.000946292 0.0057277
internal_weight=1.39682 0.0189107 1.37791 1.34067 0.0372395 0.0122363 0.0274933 1.32843 0.021226 0.0201336 1.3072 0.0143333 0.00950583 0.0073597 0.00237192 1.29287 0.0569021 0.0325684 0.0243337 0.0138734 1.23597 0.020352 1.22306 0.065352 0.0481926 0.0336478 0.0171595 1.15771 0.808806 0.348906
internal_count=2900 49 2851 2718 133 84 123 2634 60 53 2574 97 88 70 48 2477 159 88 71 52 2318 53 2295 119 76 56 43 2176 1573 603
is_linear=0
shrinkage=0.1


Tree=751
num_leaves=31
num_cat=0
split_feature=4 2 2 4 3 4 2 2 1 3 3 2 2 4 4 4 4 0 2 4 4 3 2 1 1 4 3 1 3 2
split_gain=0.0006741 0.0019881 0.00238658 0.00177386 0.0021235 0.00172421 0.00074227 0.00395445 0.00360992 0.00340783 0.00496129 0.002689 0.00378408 0.0114873 0.00447973 0.00511255 0.00551417 0.00535764 0.00447431 0.00349357 0.00701204 0.00296621 0.00291626 0.00370789 0.00598542 0.00494813 0.0108818 0.00795984 0.00480552 0.0025798
threshold=33.96174662340001 -0.22089 0.15973500000000004 32.483642351600004 0.088500000000000023 34.542090938800008 -0.11808 -0.11131999999999999 61.614083433650009 0.10236000000000002 0.096845000000000028 -0.10282499999999999 -0.088099999999999998 41.495754733000005 42.207998345450008 42.564639561200003 43.19689381845 88.232507383150008 -0.085734999999999992 40.742467179200005 39.268993001500007 0.083290000000000017 -0.084239999999999995 62.009286778800011 62.014663695050011 40.982542372850013 0.09721500000000001 61.917879202350001 0.085765000000000022 -0.081844999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -2 -7 -8 9 10 -9 -10 13 19 -15 -16 21 -18 -14 20 -13 -17 -20 25 -25 27 28 -24 -27 -26
right_child=5 2 -4 -5 -6 6 7 8 11 -11 -12 12 18 14 15 16 17 -19 22 -21 -22 -23 23 24 29 26 -28 -29 -30 -31
leaf_value=-0.10007487520598873 0.039558452563428208 0.035073576788517601 -0.066710185387922269 0.05724363887179458 -0.10012590548538816 0.0040162020801491026 -0.033252584589596179 -0.047762951969249588 0.02546945421121077 -0.10023706692622512 0.058241427640806101 0.033389338101346283 0.029132212418760784 -0.079862970177408968 0.027028389729862601 -0.032248671156600392 -0.057955617596990097 0.017644013951722652 -0.027345962342373471 0.056058606580153762 -0.048569977299098753 -0.10030516643983983 0.0044510578188453548 -0.076385568931522277 -0.020705068064179946 -0.0086138140731394208 -0.044383344015068354 0.076987734954750253 0.051596283458496518 0.001937152243049509
leaf_weight=0.0026099020438169447 0.011021065434206112 0.0026026080890097455 0.0044744275948134923 0.0058428010430473017 0.0020983667976135936 0.32470602946780025 0.037707151705740904 0.015086830535870677 0.042111496276507454 0.0063414685466653955 0.0062418500874628071 0.029247823206344725 0.058592483552682761 0.018531526392052911 0.015140993330511776 0.010803637060471161 0.015909816932518694 0.022819855242374842 0.036015438562859159 0.018123574002856913 0.01623205761887303 0.015726540244829501 0.033031831164978764 0.010633028703803671 0.056612707513250704 0.021896594056670438 0.033436196055376399 0.027911445634345 0.033590616532391593 0.45277040239539917
leaf_count=77 36 25 49 37 28 972 38 111 42 14 9 37 61 32 21 11 24 45 34 16 21 38 23 12 70 20 35 25 29 908
internal_value=-8.55298e-05 -0.019516 -0.00551629 0.0204524 -0.0252752 0.000164443 -0.000154979 -0.0014642 -0.00026171 -0.0358765 -0.0167407 0.000755138 -0.000367545 -0.0142238 -0.0355398 -0.0253237 -0.03747 -0.0134117 0.00257838 0.0189323 0.00413754 -0.0725912 0.000374306 0.00186465 -0.00212935 0.0157233 0.000680671 0.0376722 0.0278359 -0.000579298
internal_weight=1.38787 0.0176281 0.0150182 0.0105438 0.00470097 1.37024 1.35922 1.03452 0.996808 0.0276701 0.0213287 0.969138 0.927027 0.162536 0.0989324 0.0804008 0.0652598 0.0387297 0.764491 0.0636035 0.0454799 0.0265302 0.705898 0.669883 0.520016 0.149867 0.0889234 0.0609433 0.0554872 0.509383
internal_count=2900 216 139 90 53 2684 2648 1676 1638 134 120 1504 1462 245 171 139 118 69 1217 74 58 49 1156 1122 990 132 84 48 49 978
is_linear=0
shrinkage=0.1


Tree=752
num_leaves=31
num_cat=0
split_feature=0 0 1 3 4 4 0 2 4 4 4 0 0 4 0 0 4 1 4 3 3 3 1 1 3 3 3 2 2 2
split_gain=0.0007342 0.00575432 0.00385111 0.00456628 0.00428195 0.00401968 0.0042804 0.00711765 0.00454317 0.00770073 0.00794404 0.00391452 0.00672606 0.00569185 0.00533078 0.00610651 0.00309225 0.0063468 0.00595743 0.00388216 0.00502639 0.00435319 0.00370111 0.00334502 0.00344193 0.00306034 0.00301254 0.00274577 0.00600832 0.00583874
threshold=90.837623311600012 90.437043050150024 67.649671936450019 0.084795000000000023 37.858673296900008 38.703421923500009 94.157869102700019 -0.037524999999999996 39.468990633150007 40.742467179200005 42.34047585750001 94.776214472700005 95.071944867050021 36.735256530150004 97.013011637200023 97.152811460000024 38.115457128050004 63.910026677050006 40.660558922250004 0.085590000000000013 0.082325000000000023 0.090720000000000023 62.837331883000012 65.004229136100022 0.080515000000000017 0.07797500000000003 -0.082159999999999997 -0.088099999999999998 -0.085734999999999992 -0.12835499999999997
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -5 11 7 8 -7 -10 -11 13 -13 -4 -14 -16 19 22 -19 20 25 -21 27 -20 -25 26 -1 29 -29 -18
right_child=2 -3 5 4 -6 6 -8 -9 9 10 -12 12 14 -15 15 -17 17 18 23 21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0090039725256070569 0.015233902057955355 0.048203270666313927 8.73887511267678e-06 -0.0035281378336834107 -0.10021327998436168 0.0031640579766506827 -0.0013441895764193437 -0.041397602097638 0.10000776719985321 -0.06990482677020432 0.075743029054141736 0.077031998124210271 -0.069288655559103476 -0.072994260399614735 0.095190333903239444 -0.016229854550676669 0.0060327308905314073 -0.066958820217452239 0.053859479782228471 0.065268704760180624 -0.1003054674081191 0.012332795580508486 0.034425960866998777 0.017028523087774732 -0.068504217561830158 0.074149165716102694 -0.10021729022925772 0.039954769595005081 5.4516057310429312e-06 -0.024918267672112967
leaf_weight=0.010685465876098988 0.010696368227023301 0.025772803881180417 0.018871773312595114 0.007119268994756566 0.012845538395840794 0.02024888518235457 0.2992326091628843 0.012755224121146713 0.021854348259694234 0.0070911949442233899 0.0079356241144488138 0.0091736940943425438 0.013557708569152286 0.024604090606285638 0.0061406281241147545 0.024722491602921056 0.12233626468097974 0.027996854082115601 0.0078601488236245132 0.02239792995984502 0.0056331859825604616 0.050698393506154016 0.030987874632046442 0.0098585154921152288 0.0089996140789474766 0.0050283414583960342 0.0033068554605275467 0.041736993649948373 0.38421171524214509 0.12146468311337349
leaf_count=80 34 35 40 6 45 16 1045 33 11 6 45 14 36 47 5 350 195 31 26 26 8 58 30 37 45 7 9 27 422 131
internal_value=-8.71932e-05 0.00164961 -0.00315976 -0.0374892 -0.0657362 -0.000901915 0.00385994 0.0261428 0.0412223 0.0621174 0.00701143 -0.0190092 -0.000922509 -0.0413055 -0.0170215 0.00593867 0.000243354 -0.00192219 -0.034724 0.0169795 -0.0173354 0.0285532 0.00063905 -0.000946619 -0.02379 0.00723712 -0.0168087 -0.000924198 0.00391992 -0.00938744
internal_weight=1.37583 0.878976 0.496849 0.0306612 0.0199648 0.466188 0.369118 0.0698853 0.0571301 0.0368812 0.0150268 0.0970704 0.0535945 0.0434759 0.0444208 0.0308631 0.853203 0.755453 0.0547151 0.0977502 0.0246538 0.0730963 0.700738 0.0267183 0.0188581 0.0190207 0.0139923 0.66975 0.425949 0.243801
internal_count=2900 1167 1733 85 51 1648 1156 111 78 62 51 492 405 87 391 355 1132 944 139 188 104 84 805 108 82 96 89 775 449 326
is_linear=0
shrinkage=0.1


Tree=753
num_leaves=31
num_cat=0
split_feature=2 2 2 4 0 4 1 1 0 4 0 1 4 2 3 3 2 3 4 2 2 1 2 3 3 2 4 2 4 2
split_gain=0.000648755 0.000876935 0.0027359 0.00258121 0.00741405 0.00668434 0.00363565 0.00224816 0.00279919 0.0024232 0.00427597 0.00385279 0.00273395 0.0051864 0.00412173 0.00352093 0.00436323 0.00688898 0.00386396 0.00189494 0.00267553 0.00188198 0.00185988 0.0117449 0.0122364 0.00394016 0.00265331 0.00615289 0.00533975 0.00485128
threshold=0.68694500000000025 -0.0039949999999999994 -0.031989999999999998 40.305698932850007 93.262612545250008 41.872669623500009 62.154463517850012 60.474177186300004 71.749570585400008 41.289992964000007 87.393708446500014 63.910026677050006 36.514114975300011 0.049235000000000008 0.088670000000000013 0.091545000000000029 0.090855000000000033 -0.11050499999999999 38.512991772500008 0.053395000000000012 0.22542000000000004 61.982402197500001 -0.053019999999999991 0.087530000000000011 -0.072169999999999998 -0.057185 41.134354310300004 -0.065399999999999986 41.061442884200012 -0.090694999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 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 4 -4 -5 -7 8 -3 11 -11 21 14 -14 19 16 -15 -18 -17 -13 -21 -9 25 24 -24 26 28 -28 29 -1
right_child=-2 7 3 5 -6 6 -8 9 -10 10 -12 12 13 15 -16 18 17 -19 -20 20 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0034322303715612987 0.026262492651481551 0.066573291231994403 -0.051420458291873708 0.071548076210599484 0.041697312596937493 0.038039102949331528 -0.030390434856701006 0.010673851138318223 -0.10008652774548731 -0.08391076453115992 -0.00512492341976091 0.10002886793737092 -0.10020436854918024 0.05163473788681721 -0.045262509090904603 0.070323498846948176 0.035929645192979469 -0.085253157279147285 -0.017596406721476526 -0.056317194261175166 0.072329719479548624 0.059525667484740342 -0.036785970789944493 -0.060351096828481846 0.067817036167419881 0.039719640842887753 0.0013777488047722393 0.052894322679035932 -0.076752896827308445 -0.020861787261343967
leaf_weight=0.23006490898687162 0.009285605212230208 0.0012637820488498866 0.01679809123060505 0.023310598348871281 0.017414933758399975 0.014272972405416695 0.017025830402583431 0.018842452650005725 0.0049752833261837437 0.0098297012180347254 0.02302426997764874 0.0055071064967295814 0.0072388174839128341 0.0050759134104101369 0.0058942864599894349 0.0091834173892166859 0.0065559950422766832 0.016491258169894142 0.010969778282117905 0.0026914179839605491 0.0040482878643249703 0.01356179797949153 0.021389341556641739 0.033520380433874841 0.023436766500072426 0.024876258148621155 0.6230760062973324 0.024079802847232434 0.010757290624003601 0.12788951296054443
leaf_count=591 44 54 19 38 24 39 39 20 38 42 210 7 23 21 40 15 23 61 35 14 35 24 20 54 25 33 1072 25 15 200
internal_value=-7.95859e-05 -0.000260362 0.000622149 0.017515 -0.00402214 0.0310082 0.000815005 -0.00760429 -0.066328 -0.00496683 -0.0286972 0.00238402 -0.0102577 -0.021271 0.023445 -0.00943531 -0.0322966 -0.0507816 0.022467 0.0565133 0.0209562 0.0311193 -0.000718642 -0.0155771 0.0179044 0.000399889 -0.000562961 0.00329461 -0.0073337 -0.00524751
internal_weight=1.36235 1.35307 1.20791 0.0888224 0.034213 0.0546094 0.0312988 0.145154 0.00623907 0.138915 0.032854 0.106061 0.0736563 0.0555152 0.0181411 0.0482764 0.0281232 0.0230473 0.0201532 0.0122468 0.00673971 0.0324043 1.11909 0.0783465 0.0448261 1.04074 1.01587 0.647156 0.368712 0.357954
internal_count=2900 2856 2194 159 43 116 78 662 92 570 252 318 274 178 96 155 105 84 50 56 49 44 2035 99 45 1936 1903 1097 806 791
is_linear=0
shrinkage=0.1


Tree=754
num_leaves=31
num_cat=0
split_feature=2 4 0 0 1 1 3 4 4 3 0 2 2 2 4 3 2 2 1 2 1 4 3 3 3 0 1 0 4 0
split_gain=0.000609553 0.00117326 0.000675934 0.00464921 0.00334086 0.00413866 0.00321594 0.00299617 0.0036409 0.00529253 0.00859225 0.00501939 0.00498189 0.0069697 0.00807147 0.00977433 0.00493175 0.00413615 0.00392992 0.0114755 0.00452456 0.00358745 0.00347259 0.00642691 0.00370781 0.00341663 0.00476663 0.00338422 0.00331837 0.00419035
threshold=-0.62958999999999998 40.580626202750004 90.837623311600012 90.437043050150024 67.649671936450019 66.697957758300021 0.084795000000000023 38.703421923500009 39.211875820650008 0.091250000000000012 93.972365491700018 -0.071129999999999985 -0.59511499999999995 -0.058529999999999992 41.134354310300004 0.10332500000000001 -0.10098 -0.16297999999999999 71.787208999250012 -0.079824999999999993 72.496961945650014 42.654057868200006 0.087265000000000023 0.088670000000000013 0.086355000000000029 96.943111725850017 77.52437864960001 99.983757871350008 38.386256906100009 94.776214472700005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 -4 28 11 10 16 -9 -11 14 -14 17 -10 -16 19 21 -20 -12 24 -24 -22 -15 -27 -25 29 -6
right_child=2 -3 4 -5 7 -7 -8 8 9 12 18 -13 13 25 15 -17 -18 -19 20 -21 22 -23 23 27 -26 26 -28 -29 -30 -31
leaf_value=0.010971153700926405 0.0005684817257152015 -0.04076793008170837 0.035667743948335183 0.044382006889744995 -0.035415067567638556 -0.088707799033096654 -0.046744561049460454 -0.0064810844903139117 0.096401689664689746 0.04429812021926386 -0.10023635605464609 0.067867038020618262 -0.10022378106473429 0.053984714238742529 0.0039618899551828422 0.053587086039871806 0.01230871008063841 -0.10016580080182463 0.070167095510518404 0.041310180163037905 -0.0024863254918517748 -0.03154916974056645 0.069606530076224304 -0.05002389730570081 -0.10027497023337678 -0.077699538544604735 0.01798723976967925 0.028525082655777079 -0.081063000000460239 0.0096924538097070117
leaf_weight=0.0077140153134747083 0.83583842284744103 0.010149324550390637 0.008795202276701275 0.024942072888794353 0.038436535034416214 0.0097865104898529065 0.010257142836977096 0.016955214173626998 0.016012668374614236 0.010679286041863634 0.01292193266385766 0.019551543127453275 0.02048387659743545 0.01053346651951869 0.0057064243905233019 0.011447144172041179 0.012354943520474976 0.011507429806938519 0.011199627827533476 0.017461158014498351 0.088628607760897038 0.018475982372180511 0.01962426237137338 0.010535373905440792 0.0040547936880751525 0.0079094184069106177 0.015231559815947072 0.01144204894876566 0.0074176183417731792 0.044366375673405151
leaf_count=28 1120 21 23 35 77 44 18 33 32 20 32 30 59 21 21 22 30 46 20 25 503 65 38 6 18 28 49 35 35 366
internal_value=-7.53249e-05 -0.0184252 0.000170661 0.00183803 -0.00287154 -0.035851 -0.00870027 -0.000724307 0.00343529 -1.68621e-05 0.00836567 0.0333368 -0.0199838 -0.0282728 -0.0522861 -0.0180253 0.0597767 -0.0656473 0.000861398 -0.0236768 0.00910222 -0.0598176 0.00400929 0.0280119 -0.00676447 0.00677255 -0.0147178 -0.00912914 -0.0169862 -0.0112461
internal_weight=1.35042 0.0178633 1.33256 0.86078 0.471776 0.0288389 0.0190523 0.442937 0.352717 0.31621 0.222711 0.0365068 0.0934986 0.0828193 0.0491449 0.028661 0.0283676 0.0172139 0.194344 0.0488591 0.145485 0.0313979 0.134285 0.0416017 0.0926834 0.0336744 0.023141 0.0219774 0.0902205 0.0828029
internal_count=2900 49 2851 1155 1696 85 41 1611 1133 1070 804 63 266 246 148 89 62 67 742 122 620 97 600 79 521 98 77 41 478 443
is_linear=0
shrinkage=0.1


Tree=755
num_leaves=31
num_cat=0
split_feature=0 0 1 2 1 0 3 2 2 1 3 3 3 1 2 3 0 2 3 2 2 0 1 2 3 2 4 2 0 4
split_gain=0.000589732 0.00255654 0.00735433 0.00203498 0.001932 0.00328992 0.00297436 0.00220525 0.00234921 0.0018088 0.00146679 0.0025291 0.00272482 0.0024975 0.00219846 0.00318597 0.00230025 0.00235862 0.00336893 0.00324894 0.00330567 0.00274472 0.00493788 0.00266254 0.0025027 0.00230995 0.00278519 0.00175451 0.00119683 0.00309446
threshold=98.201310130900012 97.550703263350016 75.403185184700007 -0.61225999999999992 76.919475570250015 100.13162306855001 0.09495000000000002 -0.59681499999999998 -0.50001499999999999 75.922057603850007 0.10611500000000003 0.10461500000000003 0.09660500000000001 80.468240302450013 -0.16030499999999998 -0.24637000000000001 99.642323688800005 -0.094344999999999998 0.074640000000000026 -0.087910000000000002 -0.078219999999999998 101.06989495610001 79.215418813700012 -0.046474999999999995 0.086355000000000029 0.072320000000000023 42.508878681700004 -0.15895000000000001 106.56510337475001 46.377258487500008
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -6 -9 -5 11 12 14 -12 28 -16 -17 18 -18 -19 24 -22 -23 -24 -21 -25 -27 -20 -10 -30
right_child=3 2 -4 4 7 -7 -8 8 10 -11 13 -13 -14 -15 15 16 17 19 27 20 21 22 23 25 -26 26 -28 -29 29 -31
leaf_value=-0.00019900377327765415 -0.10005376828975282 -0.031797769819795159 0.057145195097076634 -0.10008656385826759 0.068388329576975868 -0.10008515288033115 0.0281039869708695 -0.10004598101435101 0.06761075631062273 -0.01086425748174377 0.0087271488042305161 0.068043975408953336 -0.064699569390377493 -0.10020790323959283 -0.10006438505792155 -0.054392072887818992 0.047200057088519591 0.065839440246857575 0.012969177883217395 0.0015011488948707327 -0.038656355999221015 0.094829973404238904 -0.10013083013660184 0.04952883390771836 -0.071235076308424489 -0.10005529822185005 0.021792609452302835 -0.10006466830071054 0.073440169782980305 -0.10005890141314154
leaf_weight=1.1441508140598609 0.0022628800008982755 0.014463576068278416 0.026022651709382671 0.0041799302628717228 0.0046012244290675594 0.0052969061491232585 0.0095860824897044949 0.0024022849452260816 0.0076024908373710119 0.0049783996777446049 0.0046874250025488104 0.0056562309151459286 0.0062381608834029259 0.0038195363318823741 0.0031947854944476264 0.0067295953832344482 0.003342568919987016 0.010114474226537155 0.0017997115832186772 0.011237972124362672 0.0062183172213964985 0.0093358742256874939 0.0020719481546150392 0.010860948322172093 0.0081692478273403882 0.0028776075693389587 0.0053892182601699944 0.0057946536292979352 0.0024708880221473136 0.0017603938967134525
leaf_count=1770 32 31 36 39 28 51 29 72 33 9 28 13 52 45 55 11 24 25 10 30 21 12 18 88 34 72 43 119 50 20
internal_value=-7.90261e-05 0.000674865 0.0253706 -0.00592844 -0.00451241 -0.0304965 -0.0108317 0.000430724 -0.00213704 -0.051586 -0.00016669 0.00290391 -0.00059815 -0.0401835 0.00344219 -0.00205027 0.00168009 0.00656716 -0.0364572 0.0136671 0.00427102 0.0219006 0.0342325 0.00754677 -0.0291163 0.0192106 -0.0206215 -0.0732779 0.0438854 0.00125715
internal_weight=1.33732 1.18464 0.0404862 0.15268 0.150417 0.0240413 0.0187444 0.126376 0.121774 0.00915833 0.119372 0.110865 0.105209 0.00850696 0.0989707 0.0871369 0.0839421 0.0772125 0.0109369 0.0662756 0.0561611 0.0367539 0.0305356 0.0211997 0.0194072 0.0191278 0.00826683 0.00759437 0.0118338 0.00423128
internal_count=2900 1837 67 1063 1031 128 77 903 875 48 803 730 717 73 665 562 507 496 153 343 318 254 233 221 64 203 115 129 103 70
is_linear=0
shrinkage=0.1


Tree=756
num_leaves=31
num_cat=0
split_feature=2 4 2 2 4 4 0 1 0 4 4 3 0 0 1 0 4 2 2 2 4 2 0 3 2 2 3 3 2 0
split_gain=0.000611325 0.000948799 0.000818838 0.00212362 0.0022626 0.00428449 0.00622784 0.00418158 0.00323906 0.00204612 0.00402531 0.00197116 0.00677525 0.00240873 0.00624829 0.00545031 0.00448805 0.00391864 0.00209818 0.00184378 0.00286353 0.00269605 0.00170345 0.00213113 0.00160112 0.00158012 0.00957667 0.0103387 0.00333491 0.00417692
threshold=0.68694500000000025 40.421032462050007 -0.0039949999999999994 -0.031989999999999998 42.852084787850011 40.305698932850007 93.262612545250008 62.305017173150013 86.530713386650021 41.289992964000007 41.872669623500009 0.078935000000000019 95.429509798400019 96.249489528150022 63.910026677050006 85.939252597950016 38.318569170500005 0.26077000000000011 0.20981000000000005 0.06041500000000001 48.852845034800005 0.090855000000000033 105.70748523110002 0.13062500000000002 -0.0023999999999999998 -0.053019999999999991 0.087530000000000011 -0.072169999999999998 -0.062629999999999991 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 25 5 6 -5 8 -7 11 -11 12 18 14 15 -13 -16 -15 -4 20 24 -21 23 -23 -12 28 27 -27 -1 -30
right_child=1 -3 9 4 -6 7 -8 -9 -10 10 19 13 -14 17 16 -17 -18 -19 -20 21 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00090294901610301834 0.060091668783550746 -0.0041929629876893649 -0.02494933932657285 -0.047880580467909564 -0.024032197315744679 0.032621816049047458 0.03892318034631722 -0.0051490803759737733 0.10010253077991163 -0.080742495437252107 0.018406324788944793 -0.01070740535968237 -0.10012382917967309 0.064312848935207806 -0.0013670242338162961 0.074182340216663686 -0.089050300524146406 -0.044807082239428836 0.035926505337331292 0.10001857696563668 0.090078467149104419 -0.049104420637461337 0.053855826517760774 0.066063727071106013 -0.10007519468867015 -0.034656933723213441 -0.056264986561765498 0.063680153886805105 -0.020114373361593565 0.042345038816055669
leaf_weight=0.96846786449416966 0.0042744295581672587 0.0049602467723559585 0.011004747248733224 0.016487955315227509 0.012264638953439544 0.014809061729762929 0.016573610736046462 0.012091435551838003 0.013687509948795196 0.010361025915909962 0.0014730144848726923 0.016735574000591669 0.0081122526601576789 0.014432956382589658 0.012956998091977923 0.013799818509880879 0.010623716144317674 0.0042630576011213261 0.011661400774755748 0.0029003617855778421 0.0012831355051758919 0.0082553618068378562 0.003529983570095257 0.0019950339572005768 0.005053751525441969 0.020666818457357294 0.031746276422197184 0.022149847420750102 0.014875860566462618 0.038203650385343124
leaf_count=1870 19 25 23 19 30 38 24 36 12 43 6 26 75 78 16 24 35 37 21 10 5 102 40 9 112 20 54 25 17 49
internal_value=-7.73434e-05 0.0255623 -0.000256654 0.000595575 0.0157354 0.0223577 -0.00436626 0.0441262 0.0650342 -0.00753302 -0.0284925 -0.000481488 -0.0216983 0.00848705 -0.00220358 0.0276567 -0.0408706 0.0394314 0.00637039 -0.00638753 -0.0464871 0.012387 -0.00605681 -0.0266893 -0.0733353 -0.000591097 -0.0146446 0.0162146 0.000434673 0.0248404
internal_weight=1.3297 0.00923468 1.32047 1.18202 0.0859142 0.0736496 0.0330616 0.040588 0.0284966 0.138442 0.0348517 0.103591 0.0307784 0.0728121 0.0541161 0.0305354 0.0235807 0.018696 0.0226661 0.0244906 0.0078099 0.0166807 0.0137804 0.0102504 0.00652677 1.09611 0.0745629 0.0428167 1.02155 0.0530795
internal_count=2900 44 2856 2194 159 129 43 86 50 662 327 335 119 216 101 50 51 115 44 284 123 161 151 111 118 2035 99 45 1936 66
is_linear=0
shrinkage=0.1


Tree=757
num_leaves=31
num_cat=0
split_feature=1 0 4 0 0 2 0 0 4 0 1 0 3 3 4 4 3 0 0 4 1 3 1 1 1 4 0 1 1 0
split_gain=0.000655816 0.00215581 0.00481553 0.00506516 0.00807149 0.00280805 0.00222002 0.00346019 0.0018681 0.00183872 0.00205383 0.00189065 0.00392598 0.00416796 0.00282197 0.00545963 0.00512978 0.00433395 0.00709062 0.00385821 0.00330258 0.00559253 0.00291414 0.00348171 0.00431803 0.00300861 0.00265147 0.00251953 0.00186302 0.00185134
threshold=69.873026810350026 94.614906984850009 38.771633980050005 94.157869102700019 93.867515624600017 -0.060760000000000002 94.832672093450014 94.964406541850011 37.360990606650006 93.262612545250008 69.276189105400007 91.410264893400026 0.085880000000000026 0.077015000000000014 38.592454371550012 39.268993001500007 0.087205000000000019 90.337570099350003 90.662873533100012 37.020641110850008 65.004229136100022 0.080515000000000017 65.848404989100018 64.321360770950022 61.767325547050007 35.818873074050011 89.738043936200015 65.555363052850012 68.321786469100019 89.057864029250013
decision_type=2 2 2 2 2 2 2 2 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 8 4 5 -4 -3 -8 -2 11 28 14 13 -13 16 -16 22 20 -19 26 29 -22 23 24 25 -1 27 -18 -11 -17
right_child=1 6 3 -5 -6 -7 7 -9 -10 10 -12 12 -14 -15 15 17 19 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.039356356467774981 -0.034389099615939341 0.028746380660948614 -0.058127407566030936 -0.092780354818048388 0.068661782583928313 0.019970627144818402 -0.10026814238960582 -0.0015904205242303075 -0.10032049917458877 -0.057126754945713301 0.040961156947759508 -0.037554066978471592 -0.057759100554121603 0.042165768598550084 -0.041738088888214342 -0.00093171439569502117 0.023264308039006393 0.090143741010871525 -0.011516500471796738 0.055378894787664751 0.0098090379723392435 -0.10023596774799137 0.049717218611954384 -0.064115802333427424 0.064800397468386256 -0.071386972126289527 0.040060955894053667 -0.034273442848298273 0.026640714904503506 0.018936220298240054
leaf_weight=0.0036112334145255859 0.0090560665186538714 0.024142452729940533 0.012604389521909077 0.0053585001455692454 0.014436731406398451 0.0072531859391026738 0.0035981203311388201 0.28682721043768816 0.0081785931396065187 0.0049337485574199036 0.023144880267807366 0.012536638316550608 0.016782466852443667 0.013752772791735035 0.031235355856779279 0.62085835928761535 0.014575740365489587 0.013892758333213351 0.013555048863054253 0.033930484169104602 0.0097658784658491982 0.0087611959266826744 0.0058948745790985404 0.014053406528347523 0.0068530381464018538 0.0076499822546338692 0.020016667345771566 0.01592614664696157 0.0057484525481044102 0.050733331830087991
leaf_count=39 31 33 32 41 33 47 22 1333 27 29 27 28 40 17 33 770 38 25 21 28 24 26 8 21 34 25 12 7 18 31
internal_value=-6.8816e-05 -0.00363052 -0.0215449 -0.00236356 0.0117641 -0.0296013 -0.000390837 -0.00281295 -0.0656764 0.00132646 0.0242213 0.000479478 -0.0199723 0.00414975 0.00149048 -0.000811461 0.0155601 0.000970057 0.039939 0.0292978 -0.00057984 -0.0422297 -0.0149195 -0.0267645 0.00221348 -0.0358739 0.0117806 -0.00677825 -0.0120487 0.000569148
internal_weight=1.31967 0.371455 0.0568875 0.0396528 0.0342943 0.0198576 0.314568 0.290425 0.0172347 0.948212 0.0338271 0.914385 0.0430719 0.0262894 0.871314 0.748802 0.122512 0.717567 0.0274478 0.084449 0.690119 0.0185271 0.0380625 0.0321677 0.0181143 0.0112612 0.0505186 0.0305019 0.0106822 0.671592
internal_count=2900 1599 211 153 112 79 1388 1355 58 1301 74 1227 85 45 1142 930 212 897 46 85 851 50 127 119 98 64 57 45 47 801
is_linear=0
shrinkage=0.1


Tree=758
num_leaves=31
num_cat=0
split_feature=3 3 3 2 4 4 2 2 1 1 4 1 3 2 2 0 0 4 2 0 2 2 1 2 2 3 4 3 3 2
split_gain=0.000565801 0.00674513 0.00405778 0.00580531 0.00328262 0.00859132 0.00695779 0.00870811 0.00638092 0.00661749 0.00553639 0.00566226 0.00458555 0.00541257 0.00571887 0.00454238 0.00471218 0.00445692 0.0053164 0.00517722 0.00433409 0.00406131 0.00333014 0.00605743 0.00303139 0.00288315 0.00283098 0.00247609 0.00289207 0.00429898
threshold=0.093295000000000031 0.093480000000000021 0.092290000000000025 -0.099224999999999994 41.24714903835001 41.134354310300004 -0.083794999999999994 -0.08725999999999999 62.106071271500007 62.245871094250013 41.028010303750008 72.953999827850012 0.10236000000000002 -0.075174999999999992 -0.16187499999999996 89.738043936200015 85.939252597950016 41.941595803500007 -0.5169149999999999 85.807518149550006 -0.011399999999999999 -0.031989999999999998 80.677940036650014 0.11529000000000002 -0.046474999999999995 0.095845000000000027 37.572218886150004 0.091975000000000015 0.090865000000000015 -0.084239999999999995
decision_type=2 2 2 2 2 2 2 2 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 5 10 7 17 21 -10 11 12 15 14 -14 16 -3 -6 -19 -20 -15 -8 23 -13 -11 -17 -16 28 -1 -30
right_child=1 4 3 -5 6 -7 8 -9 9 24 -12 22 13 20 26 25 -18 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=9.3027498316208002e-05 0.068064035996209291 0.020644181350692889 0.022314922507423396 -0.089898563769451711 0.021241367787044056 0.091109539472259637 -0.086209954449333895 0.062466675616268945 0.05658875412662067 -0.062659631860781051 -0.071296750560854924 -0.090328577080635464 0.034069782164309961 0.041534273688856982 -0.012918102426155615 0.038591207311984822 0.085935019097513304 0.018291349785098103 0.0055584083234613123 -0.1003095687926609 -0.017418947452353312 -0.01872866515969733 0.0070504323440225506 0.043853573697811156 -0.00028547953770984442 -0.018946823450192787 -0.07263739276156185 0.029312723240306489 0.012084992197159167 -0.046126278129647695
leaf_weight=0.79936038847837831 0.015342541800009712 0.022192039143431624 0.0075030639944805569 0.011958334356707206 0.025413179419984999 0.011840919876267009 0.023792216724032755 0.022985689961387848 0.012494665352278389 0.01465566174067591 0.0094297444666153751 0.01434962169625642 0.011532663878739385 0.035145560897362316 0.013576637913254419 0.015019205869378993 0.022024421021342278 0.012068164017264502 0.0069181300564657979 0.013900531135787597 0.019328761471115299 0.014266573748602518 0.012964003296881355 0.0043946844801769904 0.016636508473478626 0.020727455038240805 0.019112598771895736 0.027053483743721518 0.020537010649679402 0.033189847987909679
leaf_count=1958 11 26 21 35 39 14 32 12 13 21 11 80 15 39 22 17 18 31 18 40 28 34 111 18 65 35 30 24 26 56
internal_value=-6.72525e-05 0.00301109 -0.00147061 -0.0466363 0.00048284 0.00813531 -0.0103833 0.01034 -0.0309648 -0.00493322 0.00366533 0.00702551 0.0139371 -0.000483298 -0.0264746 0.0317358 0.0531658 -0.0102118 -0.0345172 -0.0651292 0.0206163 -0.0609142 -0.0319177 -0.058869 -0.0294984 0.00522818 -0.0478345 -0.000471925 -0.00141647 -0.0238751
internal_weight=1.30971 0.410112 0.899602 0.0194614 0.39477 0.231638 0.163131 0.0812857 0.0818456 0.0437868 0.219797 0.210368 0.178659 0.0986962 0.0442219 0.0799631 0.0442165 0.0583 0.0328868 0.0208187 0.0544743 0.0380588 0.0317083 0.0187443 0.0312922 0.0357467 0.0326892 0.880141 0.853087 0.0537269
internal_count=2900 780 2120 56 769 464 305 140 165 99 450 439 230 134 67 96 44 128 89 58 67 66 209 98 86 52 52 2064 2040 82
is_linear=0
shrinkage=0.1


Tree=759
num_leaves=31
num_cat=0
split_feature=4 4 3 3 3 2 1 2 4 4 4 4 3 2 3 3 1 4 4 2 1 4 4 0 1 0 1 4 4 0
split_gain=0.000578093 0.00409371 0.00212606 0.00491166 0.0036009 0.00413831 0.00308623 0.00256299 0.0023506 0.00246723 0.00295858 0.00224576 0.00156839 0.0068848 0.004366 0.00301577 0.00142908 0.00124654 0.00228392 0.00621881 0.00120982 0.00120905 0.00494129 0.00193111 0.00950567 0.00719293 0.00634426 0.00678092 0.00553272 0.00405167
threshold=43.162556114600001 43.104429861650011 0.086945000000000022 0.08594000000000003 0.096845000000000028 -0.097799999999999984 64.84561010645001 -0.23871499999999998 43.368902217050007 43.45354240915001 43.673409002000007 43.874475754150005 0.082325000000000023 -0.088944999999999996 0.08079500000000002 0.083290000000000017 62.046925192600007 43.022303514600004 42.898324343550009 -0.092624999999999999 74.292851976800009 42.871500973550006 42.773538294100007 85.807518149550006 61.960894532450006 85.656964494200011 61.923256118600001 42.072181850200003 42.686561923500008 87.181320254150009
decision_type=2 2 2 2 2 2 2 2 2 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 7 5 -4 -7 20 -9 -10 -11 -12 14 -14 -13 -15 -6 18 21 -20 -2 22 23 24 26 28 27 -1 -26 -25
right_child=2 -3 4 -5 16 6 -8 8 9 10 11 12 13 15 -16 -17 -18 -19 19 -21 -22 -23 -24 29 25 -27 -28 -29 -30 -31
leaf_value=-0.010287003187977678 -0.10012595960338447 -0.05829099441061765 -0.010247513468115227 -0.071457649363894912 0.010567511413741142 0.077856667186082321 0.0087441063500564159 0.056154633798062382 -0.056649991470203401 0.065270733817615542 -0.058036137230705179 0.0030716759124963318 -0.040040325780129574 0.09137355139858809 -0.10018065124527514 0.012812045570693861 -0.070846840447489831 0.021214724335523974 0.037370334911356204 -0.10019175824066529 0.01208917624115248 0.027568296676398513 -0.05889880367710907 -0.011892431163259743 -0.060049440931107492 0.059905441201330414 -0.066344300165081679 0.063347965912320822 0.07915730936763811 0.0029439503011560639
leaf_weight=0.074705805738696507 0.0034355769678783557 0.012329250563465899 0.014284973662029188 0.009329881702360987 0.0037576353290660336 0.019843305132553724 0.0095808551451652679 0.0086971548643218766 0.0066979434227367731 0.0078044062138418737 0.0059746941117699839 0.077855124599610193 0.010881097554577224 0.011749576633391719 0.0043226629716723855 0.0083650656032075096 0.0050584324130036329 0.026178541590694882 0.0057090420161751282 0.0077440728840125067 0.0013337589467497524 0.015288040357247179 0.014413891022659775 0.27295594736329676 0.010244004325112924 0.047265430433981237 0.015983255681649919 0.015020569847028709 0.0039582806402904689 0.56523435361660856
leaf_count=184 109 33 32 25 10 19 52 23 11 24 15 360 20 13 21 32 39 33 16 28 20 11 33 238 88 32 21 36 5 1317
internal_value=-7.04389e-05 -0.000996456 0.00474652 -0.00109794 0.0221543 0.0339134 0.0553528 0.00336414 0.00578013 0.00250207 0.00562289 0.00171586 0.00487031 0.0240385 -0.00235954 0.0587022 -0.0361459 -0.000339159 -0.000877296 -0.0418151 -0.0687447 -0.000345215 -0.00076368 6.97997e-05 0.00988329 0.0411539 -0.00829985 0.0020398 -0.0212515 -0.0018875
internal_weight=1.296 1.08703 0.208972 0.156447 0.0525252 0.0437091 0.0294242 0.147117 0.142348 0.133651 0.126953 0.119148 0.113174 0.0309957 0.0821778 0.0201146 0.00881607 1.0747 1.04852 0.0134531 0.00476934 1.03507 1.01978 1.00537 0.167177 0.0614677 0.10571 0.0897264 0.0142023 0.83819
internal_count=2900 2075 825 673 152 103 71 648 519 496 485 461 446 65 381 45 49 2042 2009 44 129 1965 1954 1921 366 125 241 220 93 1555
is_linear=0
shrinkage=0.1


Tree=760
num_leaves=31
num_cat=0
split_feature=0 0 1 2 1 0 0 3 4 4 0 2 2 4 1 2 4 0 4 1 0 2 3 4 0 2 1 2 4 2
split_gain=0.000628348 0.00351587 0.00290295 0.00386095 0.00315437 0.0104054 0.00265305 0.00333481 0.00245749 0.00581607 0.00401131 0.00238525 0.00764996 0.00473505 0.00347148 0.00440747 0.00293144 0.00219096 0.00968584 0.00326907 0.00430786 0.00648382 0.00330713 0.0023408 0.00231974 0.0023494 0.00858413 0.00661777 0.00806377 0.00406091
threshold=85.716110573100011 85.807518149550006 61.993156030000002 -0.01762 61.960894532450006 85.656964494200011 83.680947768350009 0.10098000000000003 42.508878681700004 42.773538294100007 85.328972602300013 -0.074434999999999987 -0.093604999999999994 38.938637541200009 61.409760615700009 -0.13820499999999999 40.08085804200001 86.001087134900004 40.532725462000009 61.885617704800005 86.232294534150014 -0.082885 0.086655000000000024 42.674081447500008 86.280686780500005 -0.068524999999999989 62.079186690200011 -0.077279999999999988 39.749124837650008 -0.065399999999999986
decision_type=2 2 2 2 2 2 2 2 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 6 5 8 -4 -8 10 -10 11 12 14 -13 15 -1 -15 18 -3 -19 21 -21 -23 -20 -22 27 -27 -26 -29 -28
right_child=1 17 3 -5 -6 -7 7 -9 9 -11 -12 13 -14 16 -16 -17 -18 19 23 20 24 22 -24 -25 25 26 29 28 -30 -31
leaf_value=-0.033233334511863756 0.025362458557904144 0.014959913326171751 0.0014395076872828092 0.052056919515140632 0.035844234097911834 -0.10026873311939853 -0.10017037532929413 0.001547568732687648 0.09898818174784399 0.0051376735450972847 -0.065436869320498303 -0.061034697302029123 0.096723198822908016 0.10003718778307463 -0.056852060755845139 0.057131416357798864 -0.025748860993089068 -0.048262959921025278 -0.10023018345946183 0.057846761346438395 -0.044528466580967117 -0.031350958706636935 0.022038237922678876 -0.033076031307397967 9.4691000538219417e-05 0.05190412410799225 -0.061135094904828602 0.011872948419608358 -0.059556079102252968 0.0032678075852028672
leaf_weight=0.010325619701383768 0.055570638569406472 0.03150144517883291 0.0067265028263517419 0.004261804002101739 0.021029590915730978 0.010741500852049057 0.01210061659863481 0.0043933244833347365 0.0076324004828256442 0.048969946684503558 0.011061849523493095 0.014091701038793661 0.0087968173620538437 0.0037386447074823073 0.010162942056235594 0.011309017698295062 0.0036729238565014199 0.013500563803376164 0.012467095292731933 0.032596102005300054 0.01192051891121082 0.019741882191738003 0.028140500898189202 0.0088932829096393107 0.5339796883832445 0.037599867231619566 0.010220842680908504 0.025112510334095006 0.042641798305648959 0.23262085458944548
leaf_count=77 41 26 53 30 19 12 62 16 13 167 13 22 7 4 20 14 51 17 34 21 11 15 31 15 1250 36 16 36 39 732
internal_value=-6.30079e-05 0.000854908 -0.00538799 -0.0354332 -0.000276266 -0.00568254 -0.0514909 -0.0730768 0.00214717 0.0177927 -0.00995753 -7.46448e-05 0.0141896 -0.027003 -0.00864339 0.0140028 0.0377019 -0.000453433 -0.0202883 0.000607727 0.00128472 0.023445 2.58993e-05 -0.0722709 -0.000709948 -0.000117844 0.00744147 -0.0036409 -0.0330816 0.000557186
internal_weight=1.28552 1.09651 0.189015 0.0274822 0.161533 0.140503 0.0232204 0.0164939 0.129762 0.0566023 0.0731595 0.0620977 0.0405944 0.0215033 0.0317976 0.0216346 0.00741157 1.04094 0.0528618 0.988075 0.974575 0.0804785 0.0478824 0.0213604 0.894096 0.882176 0.280442 0.601734 0.0677543 0.242842
internal_count=2900 2320 580 161 419 400 131 78 388 180 208 195 118 77 111 91 55 2279 75 2204 2187 67 46 49 2120 2109 784 1325 75 748
is_linear=0
shrinkage=0.1


Tree=761
num_leaves=31
num_cat=0
split_feature=0 0 4 0 2 1 1 0 1 4 4 2 4 4 1 1 0 4 2 4 3 2 0 0 2 4 1 0 0 1
split_gain=0.000576542 0.00627976 0.00182991 0.00393729 0.00374991 0.00250745 0.00184188 0.00392435 0.00208648 0.002047 0.00218309 0.00179695 0.00179653 0.00655829 0.00517426 0.00504417 0.00344543 0.00331591 0.00705201 0.004084 0.0130268 0.00622227 0.00559751 0.00603283 0.00549131 0.00690769 0.00400727 0.00468275 0.0104947 0.00299463
threshold=85.737618238150006 85.775256651950016 43.162556114600001 91.410264893400026 -0.14581999999999998 62.197478847950002 71.52105164435001 97.32487278035002 71.666228383350017 43.968221017800005 43.509905336500005 -0.085249999999999992 40.621691032550004 40.305698932850007 61.987779113750001 71.090898343450007 86.458125017100016 40.823855932350007 -0.090694999999999998 42.686561923500008 0.087530000000000011 -0.081474999999999992 86.103248543850015 87.181320254150009 -0.067574999999999996 41.755948821900006 62.116825104000007 89.057864029250013 89.458444290650007 70.865067860500019
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 7 11 -8 10 -10 -5 13 -3 16 -15 -14 18 -16 22 21 -21 -19 24 25 -24 -25 -28 -29 -30
right_child=1 2 3 6 5 -7 8 -9 9 -11 -12 -13 14 15 17 -17 -18 19 -20 20 -22 -23 23 26 -26 -27 27 28 29 -31
leaf_value=-0.0050090594923742175 0.060769381271013258 -0.0011179492067370114 -0.013531408397334719 -0.078558807107069611 0.027193430611514885 0.076090410022418897 0.080179593848062614 0.042895137084603428 0.0048439193115793694 0.01069379640218765 -0.079201824270440355 -0.0050687520141356867 -0.062227564762544998 0.064874238329529446 0.012983106849714566 -0.0091173670748636356 -0.0074736882643019311 0.038234726705624292 -0.090233365145954356 -0.02602304305707058 -0.075596150133795892 0.045829644698083857 -0.074587563241325192 0.048279770492439492 0.010862400175332585 -0.0077899025220091725 -0.034470656718570448 0.10020920590780913 -0.01734956854041781 0.012849638967945779
leaf_weight=0.19905847568873913 0.017210624486324266 0.37028728124449672 0.016430329428272689 0.01078618564118905 0.036035870676755663 0.014792400188246832 0.003408727890928275 0.0054185858300801462 0.0063541407145416562 0.038698235055882546 0.0060173571752672461 0.0048113520942791874 0.025537834920370983 0.028142224159353177 0.013705040854038231 0.013698147876452973 0.020896118342079717 0.042308264044864485 0.012803040392156684 0.02396219428645012 0.028047753191533062 0.024247897420004133 0.029068294352327939 0.022972332972130971 0.034225213764784712 0.033121447144367266 0.027055122467572801 0.012063330088494695 0.048012016236027688 0.1038842137806662
leaf_count=592 13 892 38 66 29 38 3 33 24 340 35 24 37 35 20 37 18 34 27 38 57 19 18 11 30 25 21 3 76 267
internal_value=-6.5917e-05 0.000850259 -0.000125568 0.010404 0.027999 0.0414238 -0.00527153 -0.0304198 0.00442991 -0.000626118 -0.036035 -0.0558894 -0.00177006 0.00312246 -0.0057874 0.0406501 -0.0375873 -0.00254552 -0.036869 -0.000424501 -0.0214089 0.0101162 0.00411245 -0.000538474 -0.0213077 -0.039012 0.00881939 0.0040737 0.0104339 0.00330414
internal_weight=1.27306 1.074 1.05679 0.142753 0.0672586 0.0508283 0.0754946 0.0210161 0.0544785 0.0510697 0.0123715 0.0155975 0.914038 0.412128 0.50191 0.0418404 0.046434 0.455476 0.0265081 0.428968 0.0762578 0.0482101 0.35271 0.310402 0.096415 0.0621897 0.213987 0.191015 0.16396 0.151896
internal_count=2900 2308 2295 630 105 67 525 123 402 399 59 90 1665 964 701 72 55 646 47 599 114 57 485 451 73 43 378 367 346 343
is_linear=0
shrinkage=0.1


Tree=762
num_leaves=31
num_cat=0
split_feature=1 4 1 2 0 4 3 2 4 2 0 4 2 4 0 4 2 4 3 3 1 3 1 1 2 3 1 4 0 4
split_gain=0.000594875 0.00168124 0.000990234 0.00109374 0.00226155 0.000722978 0.00236879 0.00506462 0.00240125 0.00384427 0.00208931 0.00194803 0.00290384 0.00156676 0.00435022 0.00407675 0.00419666 0.00198045 0.00257966 0.00602707 0.00211026 0.00280398 0.0016525 0.00120847 0.00304412 0.00286934 0.00270208 0.00219558 0.00250935 0.00218493
threshold=89.619751778500017 45.027406014450008 90.988176966900014 -0.088099999999999998 122.45926784190002 48.680511450650009 0.085715000000000027 -0.15895000000000001 48.988717865950008 -0.23361999999999997 75.994645973400011 41.24714903835001 -0.23361999999999997 44.527357125550004 97.32487278035002 44.086690780350004 -0.095714999999999995 44.758188263300006 0.087205000000000019 0.080375000000000016 67.316303128300021 -0.24523500000000001 57.960468834350003 81.188747081400024 -0.18126999999999999 0.095845000000000027 80.288113607700012 39.091773401050006 104.86330937810001 37.572218886150004
decision_type=2 2 2 2 2 2 2 2 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 10 7 8 -7 -10 11 -1 -13 15 17 22 -17 -15 19 20 -19 -22 -12 26 25 -25 -24 29 -29 -26
right_child=1 2 3 4 -6 6 -8 -9 9 -11 13 12 -14 14 -16 16 -18 18 -20 -21 21 -23 23 24 27 -27 -28 28 -30 -31
leaf_value=-0.091918454436047861 -0.10003629019926284 0.039655553412839287 -0.10007689366919242 0.086079899830711792 -0.10004163506988833 0.051995445616616287 0.066543975658037699 -0.087428948471801493 -0.048788988540182363 0.03527432351798282 0.038173023645534619 -0.10018278318750876 0.034292400635466715 -0.10028839397719909 0.026493626622832635 0.096105155979586979 -0.0017843828243954099 -0.10017997509299376 -0.081746067942174899 0.062332904313828763 0.097204241191620272 -0.072833217369261946 -0.00045840156249691362 0.062514585966296651 -0.1000377345704518 -0.059828633481292241 0.037463230290096849 -0.090591180490694201 -0.011702505859203932 0.044967923492797587
leaf_weight=0.004716680899539305 0.002270514172551686 0.003255523351043621 0.0015645150936958174 0.0015043762555251305 0.0011533785491451669 0.012517849969071904 0.0068746264679475635 0.0053620372148436282 0.0099633497880020627 0.011982526264482374 0.011243345449827191 0.0023810730647844947 0.0049317554564661525 0.0047762541975477071 0.014076684664085237 0.0090279018061896199 0.0085059095441587518 0.0055117261535064799 0.0067387096554796235 0.0069757017670326596 0.0016122339482293998 0.0024338410261474401 1.06972301483926 0.0068133233964273732 0.0013384609423366728 0.0026675413453649197 0.019125851693757911 0.0097856406096832882 0.0068578107494234866 0.0046463633501119261
leaf_count=82 262 21 45 8 44 16 18 115 29 23 23 50 83 25 50 14 28 25 24 18 10 46 1540 46 72 18 34 50 53 28
internal_value=-6.32743e-05 -0.0246705 -0.00178683 -0.0337404 0.00530925 0.000128538 0.0123364 0.00297917 0.0170453 -0.00289012 -0.000345019 -0.0418114 -0.00949302 7.3504e-05 -0.0188681 0.000767505 0.0486175 -0.0416338 -0.0295958 -0.00834048 -0.059921 -0.00507862 2.64768e-05 -0.000356138 -0.0194763 0.028092 0.0002077 -0.0394067 -0.0580857 0.0125385
internal_weight=1.26034 0.00974831 0.00747779 0.00422227 0.00265775 1.25059 0.0467004 0.0398258 0.0344637 0.0219459 1.20389 0.0120295 0.00731283 1.19186 0.0421252 1.14974 0.0175338 0.0280485 0.0232722 0.0165335 0.0095578 0.00404607 1.1322 1.12096 0.0321091 0.00948086 1.08885 0.0226283 0.0166435 0.00598482
internal_count=2900 380 118 97 52 2520 201 183 68 52 2319 215 133 2104 198 1906 42 148 123 99 81 56 1864 1841 267 64 1574 203 103 100
is_linear=0
shrinkage=0.1


Tree=763
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 3 1 1 0 4 0 2 1 0 1 1 1 3 2 4 4 0 3 3 2 2 3 3 0 3
split_gain=0.00062008 0.00235203 0.00616406 0.00181485 0.00300246 0.00228267 0.00169183 0.00133469 0.00430301 0.00147482 0.00328864 0.00277449 0.00235738 0.00248218 0.00388901 0.00203716 0.0015226 0.00143913 0.00184917 0.00140599 0.00186088 0.00171579 0.00167501 0.00188873 0.00161671 0.00201733 0.00161976 0.00136364 0.00126888 0.00132066
threshold=98.201310130900012 97.550703263350016 75.403185184700007 76.919475570250015 100.13162306855001 0.09495000000000002 75.922057603850007 77.172190634500012 99.515966156650009 38.703421923500009 100.37896121655002 0.11529000000000002 77.656113098000006 101.47316367565001 78.820215468450016 79.900975636950008 82.987325570650015 0.10236000000000002 0.55418500000000015 42.406961525800007 39.468990633150007 113.28087178455002 0.090720000000000023 0.090640000000000012 -0.088944999999999996 -0.156745 0.08708500000000001 -0.24637000000000001 116.05267211710002 -0.21013499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -9 11 -11 16 -12 -14 -15 -16 -10 18 -13 20 -17 24 23 27 25 -21 -26 -22 -23 -30
right_child=3 2 -4 7 -6 -7 -8 8 9 10 12 17 13 14 15 19 -18 -19 -20 21 22 28 -24 -25 26 -27 -28 -29 29 -31
leaf_value=-0.0001479598594579055 -0.10007746560903422 -0.029183152254462792 0.054271173645692811 0.077822896456806651 -0.10007795246310319 0.022870607143384028 -0.010968689716956234 -0.091593355717489125 -0.1000936952931923 0.051886743887338577 0.074024529324513352 -0.1000393583415973 -0.040120480053446067 0.064606595987555568 -0.057459416412247277 0.023213765603755439 -0.0078151605185345415 0.090424037548061095 0.078696059731496237 0.014498639676718134 0.026150629831418387 -0.10006716985756586 -0.10009787189136184 0.10003912213387221 0.073229953037524873 -0.10004039492366681 0.010263197331120799 -0.08541961886079287 0.067929841319582476 -0.036979280028147127
leaf_weight=1.0737023269812285 0.0037276242298195095 0.01365436441489376 0.025156604239429115 0.002091996759039815 0.0050654968935850411 0.0089075213466003333 0.0049734236344400884 0.0052087916968948092 0.0050303352254875708 0.013226329199426345 0.0039204105269163838 0.001337759806867931 0.016401773955680099 0.0089544942182797627 0.006850891786768897 0.0052930361839461032 0.0027741761358663413 0.0021497013228747065 0.0010203143005474147 0.0078620367109577087 0.0017417787146032379 0.0019117680170958598 0.0040064577610506302 0.0011289765825495124 0.008647440375852973 0.0019115622421121943 0.0077437546452712161 0.0029523157605249447 0.0017010636372063459 0.0040733337559555258
leaf_count=1770 39 31 36 11 53 29 9 19 73 24 5 29 48 18 21 40 150 8 28 61 19 20 40 1 28 44 22 105 18 101
internal_value=-6.46141e-05 0.000726226 0.0249105 -0.00632158 -0.0322319 -0.0127144 -0.0491439 -0.00134033 -0.00276986 0.00141185 0.00549736 -0.0312155 -0.00171243 -0.00536995 0.00342875 -0.00638446 -0.0672926 0.0312462 -0.0227024 0.000760405 -0.0245899 0.0120854 -0.0503313 -0.0160903 0.0242877 -0.00790339 0.0434823 -0.0440206 -0.0294531 -0.00607439
internal_weight=1.25313 1.11251 0.038811 0.140615 0.0226741 0.0176086 0.00870105 0.11794 0.115849 0.11064 0.0983274 0.0123123 0.0851011 0.0811807 0.0647789 0.0558244 0.00780451 0.00450778 0.00235807 0.0489735 0.0151226 0.033851 0.00982953 0.00582307 0.0261648 0.0097736 0.0163912 0.00469409 0.00768617 0.0057744
internal_count=2900 1837 67 1063 130 77 48 933 922 903 615 288 591 586 538 520 223 65 57 499 205 294 165 125 155 105 50 124 139 119
is_linear=0
shrinkage=0.1


Tree=764
num_leaves=31
num_cat=0
split_feature=1 1 0 1 4 3 0 4 4 4 2 3 0 0 4 4 1 0 2 2 0 4 4 3 2 3 3 3 0 1
split_gain=0.000602394 0.00197172 0.00194187 0.00175152 0.00190803 0.00460388 0.00430836 0.00394812 0.00321384 0.00493316 0.00311187 0.0048905 0.00306265 0.00928549 0.00882018 0.00450437 0.00345988 0.00419865 0.00214502 0.0056214 0.00548515 0.0148284 0.00947766 0.00547492 0.00470242 0.00512378 0.0124746 0.0109614 0.00782528 0.00695246
threshold=69.873026810350026 70.085415002650009 93.262612545250008 68.321786469100019 38.592454371550012 0.088395000000000015 90.259604813550013 39.268993001500007 38.115457128050004 37.663157789700008 -0.053019999999999991 0.096995000000000012 90.337570099350003 90.662873533100012 40.12915366295001 42.929886289700008 65.004229136100022 86.866770652900016 -0.12835499999999997 -0.088099999999999998 85.968825637350008 42.526729949000007 41.966555987550002 0.083185000000000023 -0.085734999999999992 0.083415000000000031 0.085765000000000022 0.082775000000000029 86.420486603250012 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 3 4 5 6 8 -6 9 -1 11 -7 16 -14 -15 -16 18 -18 -9 20 22 -22 -20 -24 -21 27 -27 28 -26 -28
right_child=1 -3 -4 -5 7 10 -8 12 -10 -11 -12 -13 13 14 15 -17 17 -19 19 24 21 -23 23 -25 25 26 29 -29 -30 -31
leaf_value=-0.0092869257104364732 -0.038361945333154228 -0.0019571908152053968 0.02532687817890868 -0.028912641336907158 -0.03537240918629863 0.07900874137789729 -0.072202916430692515 0.011990900688797143 -0.05797241695700768 0.076885551114489858 -0.0057702327797162813 0.016930506985452277 0.10003064793691013 0.099656108636007268 -0.065047153483009684 0.02425622306932651 0.0029929932092690173 -0.10021207729612187 0.032618109372963555 0.03658007376053652 -0.10035848788911964 0.0072677484773747596 0.029158031953725329 -0.072070471213348516 -0.030088540603030026 -0.073037900789363203 0.0044032227474551612 0.10019111996517922 0.030983822909219007 -0.061154053152069371
leaf_weight=0.021640923386520905 0.01556450860834957 0.33704243339823148 0.032460898392798754 0.019897722953828634 0.031654481061991646 0.020731849337716213 0.0093698369946650928 0.12377266148577848 0.0069613853138434925 0.00958614180171935 0.01937504716356564 0.032717317123569956 0.012292521090785158 0.0065794786426920373 0.014840990499235596 0.0091181478960660201 0.0081018833873945928 0.0076772011320826996 0.034529190766079576 0.037625684091594447 0.025603505860999576 0.025602255082958436 0.0072136316029554051 0.020601612500989575 0.036335016303472523 0.026510028946177044 0.21231143096876454 0.014137958758510649 0.049646948060853902 0.01751120646349591
leaf_count=103 24 1575 74 24 36 19 15 202 8 14 27 33 24 10 31 36 28 18 28 27 21 19 19 42 128 25 230 5 33 22
internal_value=-6.36688e-05 -0.00356414 0.00131634 0.000412105 0.00110505 0.01276 -0.0114394 -0.000839131 0.00346937 0.0171665 0.0285636 0.0410094 0.000745094 0.0266423 -0.0028982 -0.0310609 -0.000968816 -0.0472207 0.000187046 -0.00269103 -0.0222951 -0.0465467 -0.00237641 -0.0458178 0.00295771 -0.00059133 -0.00808427 0.0185925 0.00517533 -0.000591877
internal_weight=1.24701 0.352607 0.894407 0.861946 0.842048 0.120383 0.0475583 0.721666 0.0381885 0.0312271 0.0728242 0.0534492 0.690011 0.0428311 0.0305386 0.0239591 0.64718 0.0157791 0.631401 0.507628 0.11355 0.0512058 0.0623444 0.0278152 0.394078 0.356453 0.256333 0.10012 0.085982 0.229823
internal_count=2900 1599 1301 1227 1203 219 140 984 125 117 79 52 948 101 77 67 847 46 801 599 129 40 89 61 470 443 277 166 161 252
is_linear=0
shrinkage=0.1


Tree=765
num_leaves=31
num_cat=0
split_feature=3 3 3 3 2 1 2 2 1 1 3 3 3 4 2 2 2 4 3 3 4 1 0 3 4 2 0 0 2 0
split_gain=0.000573424 0.00209573 0.0030952 0.00185758 0.00314818 0.00637993 0.00370352 0.0040777 0.00433472 0.00323596 0.00263382 0.00437729 0.00414221 0.00234522 0.0023663 0.00336327 0.00210624 0.00207083 0.00203866 0.0023137 0.00162012 0.00438961 0.00235427 0.0023306 0.00132159 0.00123918 0.000998842 0.00515571 0.00379815 0.00583927
threshold=-0.10585499999999999 -0.087385000000000004 -0.093074999999999991 -0.23958499999999999 -0.23361999999999997 61.944763783650011 -0.23455499999999999 -0.23557500000000001 73.365333921800001 61.987779113750001 -0.25276999999999999 -0.2485 -0.27223499999999995 48.919835655300012 -0.036264999999999999 0.26462000000000008 -0.072569999999999982 36.072790850000011 -0.25445999999999996 -0.54481999999999997 47.833738492450003 62.046925192600007 94.614906984850009 -0.22125500000000001 38.052786106700005 0.010100000000000003 85.737618238150006 85.775256651950016 -0.093604999999999994 85.328972602300013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 24 4 6 18 7 8 -1 -7 12 -12 17 14 16 25 20 -11 19 -6 21 -5 -23 -24 -2 -16 28 -28 29 -3
right_child=1 26 -4 13 5 9 -8 -9 -10 10 11 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.1001155924400645 0.041324518688413525 -0.0067985581539474083 -0.10014520943362132 -0.055969875662185864 0.079671452797038647 -0.10022001205463749 -0.10017040318984183 0.096380747931708657 0.054862038776517255 0.022990930910755145 -0.068816042040783329 0.020032455601857468 0.060973945941163676 -0.036423098564548194 -0.082323548214321321 0.060665049347896939 0.086950104892883517 -0.068981808921849838 0.098048036023202528 -0.012002431419465789 0.075651015663918159 0.071911957544708444 0.051999545745246567 -0.051140432125728476 -0.033677719755096529 -0.0127431109293571 0.056242925381650669 -0.00010841693205059919 0.0032285940414741431 -0.080234816832076769
leaf_weight=0.0048934557449181832 0.0037986903178841153 0.033407310476904956 0.005217716084924732 0.0062323500190109007 0.0050335499607849768 0.0039246791324103461 0.0066916654823223507 0.0028806395141351979 0.0028593419781783869 0.0044567583907352149 0.01247091921075949 0.0099845811861545425 0.011367543628796771 0.0068340777542297273 0.0038583677479165496 0.0052209302463515064 0.007453658719896338 0.0054316856873026786 0.0071290879433725243 0.0060766381239949355 0.0057848470490089446 0.010708847889429274 0.0045228372454246789 0.0042491400503210687 0.006157579248095818 0.0076033869597101345 0.016532985944650136 0.90390784581165284 0.10102653185050633 0.016020019887861281
leaf_count=66 15 99 33 33 17 6 22 9 33 12 24 40 48 35 18 21 5 40 8 35 8 27 14 32 40 45 13 1872 194 36
internal_value=-6.3684e-05 -0.000853878 -0.037757 0.00582779 -0.00395713 0.00601856 -0.0418878 -0.00521033 -0.0429576 -0.0132381 -0.00542837 -0.0293106 0.0198016 0.0188601 0.0256511 -0.00586221 0.039148 -0.0275294 0.0563119 0.0295311 0.0278361 0.0170789 0.0404488 0.00203861 -0.00506155 -0.036166 -0.000330982 0.000903768 -0.00788488 -0.0306002
internal_weight=1.23174 1.08607 0.015174 0.145669 0.0832005 0.0658754 0.0173251 0.0106334 0.0077528 0.0476362 0.0437115 0.0224555 0.021256 0.0624684 0.0556344 0.0166827 0.0389517 0.00988844 0.0182393 0.0111102 0.031498 0.0257132 0.0194808 0.00877198 0.00995627 0.0114618 1.07089 0.920441 0.150454 0.0494273
internal_count=2900 2302 88 598 360 230 130 108 99 170 164 64 100 238 203 84 119 52 60 52 114 106 73 46 55 63 2214 1885 329 135
is_linear=0
shrinkage=0.1


Tree=766
num_leaves=31
num_cat=0
split_feature=1 0 3 3 1 1 1 1 4 0 0 1 1 3 4 1 0 3 3 0 1 1 3 2 2 2 2 0 2 3
split_gain=0.000606624 0.0048555 0.0065208 0.00383119 0.00281468 0.0026428 0.00727833 0.00365777 0.00258994 0.00257508 0.00408358 0.00522044 0.0024623 0.00222669 0.00195189 0.0029806 0.00174328 0.00203601 0.00628847 0.00405332 0.0051028 0.00562559 0.00458815 0.00274118 0.00688311 0.00495415 0.00435883 0.0069053 0.00315756 0.00230913
threshold=71.090898343450007 96.055920542800024 0.082775000000000029 0.25847000000000003 70.865067860500019 72.953999827850012 74.986474174450009 71.787208999250012 43.968221017800005 93.972365491700018 94.776214472700005 70.026268923800004 70.343506983200015 0.11906000000000001 45.90502654165001 73.365333921800001 93.867515624600017 0.079785000000000009 0.07933500000000003 86.780739992750014 63.431481129800005 66.318885161900013 0.078295000000000017 -0.065399999999999986 -0.048664999999999993 -0.040019999999999993 -0.092624999999999999 86.597924839850023 -0.10518999999999999 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 8 5 9 7 -7 -3 -2 16 11 -11 -12 -8 -10 -16 17 18 19 22 -21 -22 23 26 -25 -26 27 28 29 -1
right_child=1 3 -4 -5 -6 6 13 -9 14 10 12 -13 -14 -15 15 -17 -18 -19 -20 20 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.002948088212083767 -0.041409652091613305 -0.012590514700971415 -0.10010058012134158 -0.10011113964481502 0.035662207007998672 -0.10010004979391428 -0.00057839024456454193 0.058545418333466465 0.073367185682164132 0.020069293421347573 0.026203951641366491 -0.10013688417469287 -0.04400614873439395 0.053264688640754378 0.10004100849208662 -0.10007735872376684 0.031790853212926552 -0.0017117980636756612 0.098908857557890431 0.07305155762583064 -0.04868030411251266 0.032280196834644226 -0.083159612220865639 0.10008755207194509 -0.10023448206777399 0.029291972514232822 -0.056288542642556005 -0.10036496197129059 0.07557527640457247 0.060598418316149885
leaf_weight=0.047826079597867624 0.008897292635285492 0.012140606133661525 0.011811451539112408 0.0037288957100606581 0.023014869567077767 0.007295966710540557 0.18818297278851148 0.017864773927275479 0.0052543944460694547 0.0052772474647043077 0.015094874553057025 0.011455448595678992 0.0074654852934372675 0.0080075048745888444 0.001183499931357801 0.0020054127436743424 0.018441078231802521 0.69809303396978628 0.0076591395444745016 0.017364151664423844 0.012163186455154573 0.029155630034817026 0.0070196737729020233 0.0088245512451976538 0.0044264664029469722 0.0088704816533411862 0.015253884573823928 0.0059058642509626216 0.0070969928638713311 0.0064948151120916
leaf_count=212 40 24 110 31 23 49 1034 29 24 22 29 56 34 34 1 50 19 795 11 22 29 63 9 5 4 95 25 4 10 7
internal_value=-6.07875e-05 -0.00428151 -0.0427951 0.000451426 0.00111413 0.00205742 -0.00202791 0.0297628 -0.00376178 0.000262725 -0.0247928 -0.0622256 0.00297061 0.00161921 0.0359104 -0.0258075 0.00136323 0.000722799 0.0102677 0.0062835 0.0275637 0.00844753 -0.00489443 0.00035295 0.0316153 -0.0138265 -0.00802183 0.00291421 0.0128454 0.00464978
internal_weight=1.22328 0.266373 0.0291521 0.237221 0.956903 0.233492 0.203486 0.0300054 0.0173406 0.933888 0.0392931 0.0167327 0.0225604 0.19619 0.00844331 0.00318891 0.894595 0.876154 0.178061 0.170402 0.058683 0.0413188 0.111719 0.104699 0.0221215 0.0132969 0.0825776 0.0673238 0.0614179 0.0543209
internal_count=2900 1426 225 1201 1474 1170 1117 53 115 1451 141 78 63 1068 75 51 1310 1291 496 485 114 92 371 362 104 99 258 233 229 219
is_linear=0
shrinkage=0.1


Tree=767
num_leaves=31
num_cat=0
split_feature=0 0 2 2 1 3 3 1 1 0 3 2 1 0 0 2 0 3 4 4 4 2 0 1 0 1 3 1 1 2
split_gain=0.00056543 0.00350886 0.00256388 0.00184007 0.00195 0.00324102 0.00313859 0.00202268 0.00178042 0.0043007 0.00587182 0.00402415 0.00232741 0.00317964 0.00317605 0.0033892 0.00208073 0.00153014 0.0014599 0.0023199 0.00358354 0.00205082 0.00348224 0.00368744 0.0110199 0.00566391 0.00476696 0.00735277 0.00276921 0.00233575
threshold=97.835679825150024 97.550703263350016 -0.61225999999999992 -0.66246499999999997 75.18810853425002 0.087265000000000023 -0.11050499999999999 74.986474174450009 71.090898343450007 96.055920542800024 0.076825000000000018 -0.096499999999999989 70.865067860500019 94.047642319350018 94.776214472700005 -0.10710499999999999 95.590817286200021 -0.22253999999999999 36.514114975300011 37.020641110850008 37.858673296900008 0.13860000000000003 93.867515624600017 66.697957758300021 90.337570099350003 65.004229136100022 0.091885000000000022 67.649671936450019 68.961639504150014 0.20327000000000003
decision_type=2 2 2 2 2 2 2 2 2 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 -1 7 6 -6 8 12 10 17 -11 13 18 15 -15 -16 -10 -5 -20 -21 22 23 24 25 -22 27 -25 -29 -23
right_child=2 -3 -4 4 5 -7 -8 -9 9 11 -12 -13 -14 14 16 -17 -18 -19 19 20 21 29 -24 26 -26 -27 -28 28 -30 -31
leaf_value=0.047080801570957981 -0.10007769796570093 0.038548698120118484 -0.0040144955774867415 0.015858198762467336 0.026895694749273752 0.0044728802650907317 -0.1001345458585069 0.034670220981258222 -0.040599047183341605 0.047418828985836728 -0.10008988485125243 -0.026185028800496904 0.033416258215014281 0.012032716298274036 0.028468374445729569 -0.10013229737922519 -0.036832257521216064 0.037585457406501217 -0.031418215631636159 0.038918283467682599 0.00058013038195380917 -0.055857475497054013 0.047193501907894696 -0.072676812017647002 0.06844562576569041 -0.058817291948580687 -0.064834197053260711 0.073674591736356029 -0.0023884988837354322 -0.00017936624979544732
leaf_weight=0.0081910618682737857 0.0028325178671717568 0.023996951060553218 0.14522002161178349 0.061225884159397115 0.0025576503211368626 0.013136558439541091 0.008119873058665239 0.016706668737974439 0.0044310054168192892 0.013235383306948734 0.011791583989847698 0.016928959966733714 0.021102792614982491 0.0037545468518800371 0.0094988324142377678 0.0095360917309588178 0.010034118770306577 0.005753376112736297 0.023059464132000551 0.023869726232533139 0.64250138434467297 0.014011920498155916 0.015713534504357085 0.0095541761577191409 0.023738818464266842 0.016465331710250553 0.019762533050879938 0.0093459345219173429 0.0098109005543673966 0.016298863823705045
leaf_count=9 33 33 1064 158 16 28 72 15 19 10 95 35 15 20 20 51 24 30 20 41 805 40 18 21 44 38 30 22 20 54
internal_value=-6.21419e-05 0.000743449 -0.00585236 -0.000128754 -0.000503479 -0.0287868 -0.0697062 0.000164629 -0.00041683 -0.0184032 -0.0520509 0.00611056 0.000581605 -0.000173041 -0.0307357 -0.0684462 -0.0050767 0.00356906 0.000960032 -0.000146772 0.000753399 -0.000418733 0.00061609 -0.00038489 0.00150739 -0.000904009 -0.027036 -0.00101851 0.03472 -0.025918
internal_weight=1.21219 1.06413 0.148053 1.04014 1.03195 0.0238141 0.0106775 1.00813 0.991425 0.0521403 0.021976 0.0301643 0.939285 0.918182 0.0328236 0.0132906 0.019533 0.0101844 0.885358 0.824133 0.801073 0.777203 0.746893 0.731179 0.682706 0.658967 0.0484735 0.028711 0.0191568 0.0303108
internal_count=2900 1803 1097 1770 1761 116 88 1645 1630 189 144 45 1441 1426 115 71 44 49 1311 1153 1133 1092 998 980 887 843 93 63 42 94
is_linear=0
shrinkage=0.1


Tree=768
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 4 4 1 0 1 4 2 3 3 2 1 4 1 1 3 2 0 3 2 4 4 3 0 2 4
split_gain=0.000583011 0.00817627 0.00204752 0.00311373 0.00256951 0.00239212 0.00720189 0.00499189 0.00637004 0.00415965 0.00583964 0.00728289 0.00438458 0.00425721 0.00645838 0.00461676 0.00897267 0.00393609 0.00376173 0.00652885 0.0129111 0.00701138 0.00434541 0.0037618 0.00309821 0.00624063 0.00742124 0.00649154 0.00559647 0.00419656
threshold=-0.081474999999999992 -0.082314999999999985 -0.080319999999999989 -0.079824999999999993 -0.077279999999999988 41.902916368500009 42.027086531450003 62.00390986255001 86.458125017100016 62.068432857650002 41.678468725050003 -0.075174999999999992 0.11614000000000002 0.094415000000000013 -0.062629999999999991 64.071334164850015 39.420767558750008 61.987779113750001 62.036171360100006 0.087265000000000023 -0.060760000000000002 90.437043050150024 0.087530000000000011 -0.024989999999999998 38.938637541200009 36.173488152900006 0.083290000000000017 94.047642319350018 0.0023400000000000005 38.386256906100009
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -7 8 17 -9 11 -11 13 14 -13 -15 -17 -6 23 21 -21 -20 -22 -8 25 27 29 -16 -26 -27
right_child=2 -3 3 4 5 6 18 9 -10 10 -12 12 -14 15 24 16 -18 -19 19 20 22 -23 -24 -25 28 26 -28 -29 -30 -31
leaf_value=-0.00046416606620920415 0.033927128779715661 -0.080020409118137514 -0.054829752500542686 0.027769489704157952 -0.001544121036454537 -0.092346374211222382 -0.10033523087627555 -0.035316079806653411 0.070840790424322272 -0.076203069768059128 0.06179070142979496 -0.060745556650043088 -0.054522787152915045 0.096649801320005738 0.079714777308041454 0.04687080073012493 -0.050193608519578652 0.053298328008668863 -0.10044859315980292 0.086870990033907525 0.070695325786901103 0.0048964054316276134 -0.026665612841377445 0.0024310863493595038 0.049888612526802427 0.028708716983971202 -0.10023036562094773 -0.058152531210270746 -0.013561119124795705 -0.056558823358265925
leaf_weight=0.65903328017600316 0.019842724248225085 0.013176628174210059 0.0097341937892139185 0.036639867563157957 0.06297770566182781 0.010290686458182888 0.0075415554933293549 0.034911242589942021 0.021827700002177153 0.012611668757406908 0.015130435514468576 0.017177478442240934 0.012707748545049719 0.0086852008971618627 0.011562704808778097 0.030914860934710839 0.013763618108454972 0.016519495784450555 0.010579853998745923 0.02024371385319057 0.0053639450925402335 0.015683810646123172 0.031533883916541661 0.0067502482917253942 0.031127859372350075 0.01512299343934842 0.011859382543192437 0.0048468956853659302 0.025119150316312594 0.0093348206667087652
leaf_count=1626 22 33 11 33 90 26 22 36 18 15 21 35 40 10 19 74 35 13 40 19 3 143 122 83 45 34 37 68 110 17
internal_value=-6.78148e-05 -0.00202362 0.00241088 0.00118602 0.00227475 0.000262374 -0.0127754 0.00421499 0.0229905 -0.00324913 0.00184031 -0.00258803 0.00224183 0.00626016 -0.00375572 0.0299376 0.0169692 0.00985212 -0.00439403 0.00372866 0.0226967 -0.03754 -0.012512 -0.051797 0.00522755 -0.0121877 -0.0353132 0.038993 0.0215528 -0.00383537
internal_weight=1.20262 0.67221 0.530405 0.510563 0.500829 0.464189 0.107988 0.356201 0.101325 0.254876 0.219965 0.204834 0.192223 0.179515 0.126151 0.0533637 0.0446785 0.0794972 0.097697 0.0834052 0.0571415 0.0262637 0.0368978 0.0142918 0.108974 0.0527268 0.0363172 0.0164096 0.056247 0.0244578
internal_count=2900 1659 1241 1219 1208 1175 458 717 121 596 560 539 524 484 365 119 109 103 432 327 144 183 125 105 330 175 88 87 155 51
is_linear=0
shrinkage=0.1


Tree=769
num_leaves=31
num_cat=0
split_feature=4 1 1 1 1 1 3 4 2 3 1 2 2 3 4 3 3 4 2 2 1 3 3 3 3 3 4 2 2 4
split_gain=0.000562311 0.00219084 0.00205469 0.0019813 0.00182275 0.00154785 0.00153619 0.00125992 0.00093336 0.00442009 0.00248278 0.00242248 0.00239593 0.00520475 0.00144146 0.00119166 0.00383244 0.00318483 0.00110263 0.00121638 0.00314478 0.00365393 0.00351542 0.00240738 0.00292402 0.00208988 0.00477487 0.00384663 0.00152059 0.00192257
threshold=33.96174662340001 68.579878449600017 69.276189105400007 69.873026810350026 70.865067860500019 77.52437864960001 0.099780000000000021 34.542090938800008 0.20327000000000003 0.094415000000000013 75.403185184700007 0.17273000000000005 0.22542000000000004 0.08079500000000002 40.08085804200001 0.12746000000000005 0.23821500000000004 40.259171735100004 0.12812000000000004 -0.0039949999999999994 62.014663695050011 0.10611500000000003 0.095645000000000022 -0.15517999999999998 0.090865000000000015 0.076825000000000018 40.621691032550004 0.049235000000000008 -0.031989999999999998 42.852084787850011
decision_type=2 2 2 2 2 2 2 2 2 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 -6 -1 -2 11 12 -11 15 -10 14 -14 18 -17 -18 19 28 -21 22 23 -22 25 -25 -27 -28 -9 -30
right_child=7 2 3 4 5 -7 -8 8 9 10 -12 -13 13 -15 -16 16 17 -19 -20 20 21 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=-0.10010253544467183 0.035917294006637235 0.10002146293054048 -0.10011424236909901 0.10003429387638224 -0.1000502915007957 0.033452442747150639 -0.00013409960187704288 -0.0001903620281326257 0.04787722352367435 0.09514387797861823 0.005717375358296084 -0.041223925038872906 0.034717692854901797 -0.10011431764217374 -0.019650717617767863 -0.084176510740946092 -0.037545112516400886 0.030031163591553584 0.034129388459161414 -0.057948055354656192 -0.092311569065425425 -0.10009703423804224 0.098226998710495519 -0.020001421504242264 -0.065016392328882205 0.090445975803964448 -0.10010044837414547 0.042417775822574784 0.021121352762161292 -0.024524433103205831
leaf_weight=0.0041342295779188609 0.0097864243381994287 0.0020798397017642873 0.0019112749432679266 0.001813416020013392 0.0015079445585444162 0.0020478818682168106 0.002446980717650149 0.92857945906129691 0.0065576552536582766 0.0084495662853214526 0.0049079044595909957 0.014550302917419766 0.0090186891527714863 0.0061479636438232848 0.010617540662999581 0.0070529886055195811 0.013147848436288835 0.01485296349197629 0.0096296193508821348 0.012730803747206115 0.0027310920954661836 0.0034038863421394774 0.0038801182814709448 0.0088328733342391344 0.0049028318428554476 0.0088495582372880646 0.003243744555275224 0.0045507047921299268 0.064482984149785927 0.010768387390178269
leaf_count=66 36 4 3 2 17 118 6 1784 13 22 29 31 33 53 42 29 29 41 39 93 37 23 12 32 30 30 39 58 120 29
internal_value=-6.69348e-05 -0.0187216 0.0123631 -0.0126785 0.0184458 -0.023163 -0.062933 0.000186877 -0.000114075 0.0138933 0.0622861 -0.000687568 -0.00609338 -0.0198196 0.00532005 -0.000152169 -0.0182942 -0.00169944 0.000444076 0.000137179 -0.0146092 -0.000950493 0.00817292 -0.00238014 0.00570456 0.0193143 0.0401789 -0.0168927 0.000917598 0.0145895
internal_weight=1.18762 0.0159416 0.00936036 0.00728052 0.00536924 0.00355583 0.00658121 1.17168 1.16189 0.0456993 0.0133575 1.11619 0.0323418 0.0257842 0.0196362 1.10164 0.0350538 0.0280008 1.06659 1.05696 0.0531256 0.0403948 0.0369909 0.0331108 0.0303797 0.0254769 0.016644 0.00779445 1.00383 0.0752514
internal_count=2900 216 144 140 137 135 72 2684 2648 192 51 2456 141 128 75 2425 99 70 2326 2287 354 261 238 226 189 159 127 97 1933 149
is_linear=0
shrinkage=0.1


Tree=770
num_leaves=31
num_cat=0
split_feature=2 4 2 4 2 4 2 2 2 1 2 1 1 4 4 0 3 3 2 3 4 2 3 3 3 2 4 0 1 2
split_gain=0.000559893 0.00071986 0.000583176 0.00249423 0.002564 0.00768222 0.00238954 0.00383824 0.00578119 0.00401113 0.00539015 0.00533227 0.00435714 0.0032371 0.00532479 0.00266802 0.00296542 0.0055499 0.00319039 0.0025884 0.00252389 0.00310352 0.00300081 0.00283754 0.00256793 0.00250128 0.00232983 0.00460098 0.00231656 0.00208129
threshold=0.68694500000000025 40.421032462050007 -0.11808 34.394321486900004 -0.13820499999999999 40.878805547300004 -0.13978499999999996 -0.14143499999999998 -0.14228499999999997 62.084563606450011 -0.23155499999999998 62.116825104000007 62.197478847950002 39.788107623550012 40.036761086100007 85.872041144650012 0.084795000000000023 0.079785000000000009 -0.24103499999999997 0.087530000000000011 38.115457128050004 -0.22089 0.084365000000000009 0.094165000000000013 -0.25276999999999999 -0.15818499999999999 42.929886289700008 97.671683879200017 69.64719632740001 -0.088099999999999998
decision_type=2 2 2 2 2 2 2 2 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 6 -6 7 8 9 10 -5 -11 -13 20 -15 -16 17 18 -17 -18 21 23 -22 24 -14 -20 27 -21 -28 -4
right_child=1 -3 29 4 5 -7 -8 -9 -10 11 -12 12 13 14 15 16 19 -19 25 26 22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.067887487834875235 0.059220376058514893 -0.0010081533810658426 -0.0099726196510467532 -0.0041396393524554273 0.061311140921628308 -0.024455709623233044 -0.063462362237023007 0.081255520719520191 -0.10024874945867163 0.061580389252373781 -0.078720142099634863 -0.10060276911354347 0.031080768745290938 0.094279398344475407 0.059814475256313275 -0.10005089158136012 0.069531950512397758 -0.086622941762680997 0.026395723801431639 0.051459575885020425 0.014830641135779555 0.092840147817541865 -0.073183001297281378 0.036594096454768354 -0.10010475633596266 -0.060276239007117517 -0.070651319990004013 -0.022174895705551215 0.015416088383385849 0.0012720077368020193
leaf_weight=0.0047981879713898659 0.0036293254055933533 0.0043786591483012671 0.21926358728256123 0.046041967617871708 0.026225324757757518 0.017354528729963015 0.0056475147721666277 0.0060096016502946261 0.0055798047331450098 0.018281986762303859 0.012273932618886603 0.0038512447354150927 0.0022003621549830923 0.0079392772736666117 0.0095223679776239578 0.0027004786242823603 0.0085552827092685579 0.0088464380665851938 0.023165497423551593 0.021843921214895087 0.0056437658883160538 0.0034580540986363711 0.012352251940082968 0.0059427442634525374 0.0046359325379606202 0.0038886420265135625 0.0062074977789734476 0.013876182763408237 0.0063023059841017803 0.66031535907744232
leaf_count=115 19 25 369 139 36 26 9 10 11 8 46 3 9 10 23 80 20 39 108 25 28 17 44 21 52 112 14 59 27 1396
internal_value=-6.37583e-05 0.0262882 -0.000243704 0.00361906 0.00480895 0.0271568 0.000830008 0.00234846 0.000314229 0.00278037 -0.0198368 0.0105749 0.00439674 0.0071461 0.0153171 0.0093414 0.0043027 -0.0170828 0.00359245 0.01884 -0.0197893 0.00879626 -0.0455809 -0.0139463 -0.0578808 0.0139379 0.00984794 0.0228548 -0.0272915 -0.00153108
internal_weight=1.18073 0.00800798 1.17272 0.293145 0.288347 0.0435799 0.244767 0.23912 0.23311 0.22753 0.0583159 0.169214 0.150932 0.147081 0.112848 0.104909 0.0953862 0.0386011 0.0297546 0.0567852 0.0342331 0.0162371 0.017996 0.012779 0.00683629 0.0270541 0.0482299 0.0357201 0.0125098 0.879579
internal_count=2900 44 2856 1091 976 62 914 905 895 884 185 699 691 688 517 507 484 339 300 145 171 99 72 82 61 220 125 84 41 1765
is_linear=0
shrinkage=0.1


Tree=771
num_leaves=31
num_cat=0
split_feature=2 3 1 2 1 0 1 3 4 2 3 4 3 1 0 0 2 0 2 1 2 3 1 4 4 3 2 1 0 4
split_gain=0.00058645 0.000921189 0.000714813 0.00297087 0.000835421 0.00315634 0.00177218 0.00587434 0.00109745 0.00215272 0.00103955 0.00150677 0.00186025 0.000826503 0.00158221 0.00139501 0.00139409 0.00146773 0.00103787 0.00323874 0.00211674 0.00167675 0.00238674 0.00176297 0.00167097 0.00349614 0.00238139 0.00114826 0.00148788 0.0042674
threshold=-0.62958999999999998 0.097615000000000021 55.583871847050013 0.11529000000000002 57.960468834350003 76.591483678350016 59.74022811670001 -0.27519499999999997 49.275256100300005 -0.23280999999999999 -0.27223499999999995 36.072790850000011 -0.54481999999999997 87.33187390945001 110.50907145210002 113.28087178455002 -0.088099999999999998 122.45926784190002 0.20327000000000003 61.950140699950005 0.17273000000000005 0.11263500000000003 68.214248143850014 38.994321257850011 41.061442884200012 -0.101725 0.28022500000000006 80.677940036650014 100.24991522630002 42.297164883650005
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 7 -6 9 -4 11 -8 -13 18 -15 -16 -17 -18 20 -20 27 22 23 -21 25 -24 -27 28 -12 -30
right_child=2 -3 4 -5 6 -7 10 -9 -10 -11 13 12 -14 14 15 16 17 -19 19 21 -22 -23 24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.047726106589339068 -0.10008164066697345 0.0011831163638572405 0.027428998620695096 0.097919836716480135 0.099243580551818755 0.060446778479394107 0.020749623772722124 -0.1000915861360257 -0.037205709369350901 -0.039587981707641683 0.00072515200780916321 -0.0044964054772229272 -0.10008395335274101 -0.10002869923036369 0.042933590052319108 -0.10006798037135078 0.041874782394759696 -0.10003570187620295 0.10000127319879551 0.0020829931667631515 -0.038006243668217282 0.05872340682827959 0.078445668896817977 -0.074497077733927219 0.054692370389520031 -0.065040255347352097 0.027971743009861074 0.017654945667524236 -0.00035209180177808404 -0.083072707235291296
leaf_weight=0.0065945831597528084 0.0026558409200755353 0.0092560917929986886 0.016610391074526804 0.0010603282489682897 0.0020002332884999086 0.010909115975984207 0.0040835771193288304 0.0056667864161257788 0.0069384016801450335 0.0067372218784152718 0.94756026555930528 0.0039575510982174942 0.0041930901490448971 0.0023167603214431049 0.0034301731810184007 0.0022059729999525865 0.0025369032351599931 0.0010225930329176187 0.004129772861176626 0.0058827078755712137 0.014362161737267454 0.0054614635141181358 0.0040666814719472174 0.00614784496453602 0.0080413171853894738 0.0071579504765711208 0.0044726597264900247 0.038236640334093797 0.025389714702139576 0.0082670392753820821
leaf_count=29 113 20 39 2 14 21 18 46 11 37 1480 21 42 121 43 136 57 70 9 11 30 18 17 31 28 42 27 204 82 81
internal_value=-6.08948e-05 -0.0191653 0.000201171 -0.0435862 0.000342449 0.0143261 -0.000176248 -0.0480874 -0.00228669 0.00809048 0.000156809 -0.0288309 -0.0536713 0.000481963 -0.0261704 -0.0075624 -0.0376051 0.0011059 0.000766284 0.0155713 0.000116688 0.00711457 -0.000765392 -0.0370509 0.0176238 -0.00136541 -0.0292716 0.000653768 -8.74385e-06 -0.0206706
internal_weight=1.17135 0.0158507 1.1555 0.00371617 1.15178 0.0411951 1.11059 0.00766702 0.030286 0.0233476 1.10292 0.0122342 0.00815064 1.09069 0.0115124 0.00919564 0.00576547 0.0035595 1.07918 0.0453604 1.03382 0.0412306 0.0357692 0.0120306 0.0237386 0.0156973 0.0116306 1.01945 0.981217 0.0336568
internal_count=2900 49 2851 115 2736 108 2628 60 87 76 2568 81 63 2487 427 306 263 127 2060 183 1877 174 156 42 114 86 69 1847 1643 163
is_linear=0
shrinkage=0.1


Tree=772
num_leaves=31
num_cat=0
split_feature=4 4 2 3 3 3 2 1 2 4 4 0 1 4 4 4 4 4 1 0 0 3 0 0 4 3 0 1 4 0
split_gain=0.000533827 0.00299619 0.00360462 0.00228505 0.0041361 0.00283515 0.00314433 0.00225928 0.00213379 0.00186901 0.00192508 0.00650929 0.00285737 0.00177545 0.00176299 0.00260491 0.00188393 0.00215679 0.00156513 0.0015469 0.00581151 0.00262671 0.00249699 0.00230817 0.00177746 0.00174458 0.00146199 0.00701912 0.0063592 0.00527869
threshold=43.19689381845 43.082598263550004 -0.079824999999999993 0.086945000000000022 0.08594000000000003 0.096845000000000028 -0.097799999999999984 64.84561010645001 -0.23871499999999998 43.022303514600004 42.773538294100007 86.458125017100016 64.071334164850015 43.368902217050007 43.45354240915001 43.673409002000007 43.874475754150005 43.902382686800003 62.046925192600007 86.232294534150014 94.964406541850011 0.082325000000000023 95.762878606550018 103.82556453975 48.680511450650009 -0.17732499999999998 85.807518149550006 61.960894532450006 40.421032462050007 85.447264760050004
decision_type=2 2 2 2 2 2 2 2 2 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 -5 -8 -2 10 26 -12 -13 -10 -15 -16 -17 -18 -7 21 -21 24 -22 25 -19 -24 27 29 -29 -1
right_child=3 2 -4 5 -6 18 7 -9 13 -11 11 12 -14 14 15 16 17 19 -20 20 22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0080945811140266024 -0.069825638163304019 -0.085507082143977231 0.018689778706801899 -0.005955554423899413 -0.070290751968452789 0.021427626386648614 0.075522971506386927 0.012851811699900632 0.056350519833686621 0.028520578517094913 0.015732984638158167 -0.10039660174484868 -0.019584632371646968 -0.050901312829560431 0.066158139241708866 -0.056938511617284561 0.076357986973085851 -0.032820212299301661 -0.067253365930001738 -0.072427392157658088 0.07721138497071843 0.047124852490338265 0.0071083594598722773 0.015038458390884588 0.013338176982789024 -0.1000481679997467 -0.0018329017208270769 -0.055894479971894243 0.049715231464330829 -0.043445852446143879
leaf_weight=0.065042352348032323 0.0039242544886793343 0.0088918830388231562 0.0052984431938583052 0.012510375255715189 0.0082474564552443841 0.0034560073465854657 0.017574906780509991 0.0085508649645615886 0.0064031747180451617 0.021966531771362763 0.020424755900496465 0.010506656491088506 0.0074976897125214664 0.0059199429352068114 0.0065753965795272143 0.0052795096006726929 0.0039938744012033558 0.012314888294830961 0.0046921908714992466 0.011830880367154663 0.004702981680381412 0.015622933638951508 0.0026223856741562912 0.019241668892833956 0.025863108760177056 0.0036120390060743182 0.75959556287464924 0.0064588536631613727 0.048629144196097318 0.028613270315251071
leaf_count=209 128 34 21 32 25 8 17 51 19 22 38 10 40 11 24 15 4 45 38 88 13 13 12 174 37 60 1555 52 73 32
internal_value=-6.10931e-05 -0.000984236 -0.0466016 0.00489893 -0.0016524 0.023965 0.03527 0.0550109 0.00277341 -0.000316018 -0.000985073 -0.0229079 -0.0667434 0.00507128 0.00227871 0.00509819 0.00127751 0.00435705 -0.0296399 0.00135569 -0.0130238 0.0125838 0.0102638 -0.00209498 -0.00155091 -0.0549749 -5.75847e-05 0.0090085 0.0373329 -0.00765183
internal_weight=1.16586 0.982925 0.0141903 0.182939 0.136154 0.0467843 0.0386361 0.0261258 0.127907 0.968735 0.946768 0.0384291 0.0180043 0.123983 0.11758 0.11166 0.105084 0.0998048 0.0081482 0.0958109 0.04201 0.0538009 0.0301791 0.0254761 0.038178 0.00623442 0.908339 0.148744 0.055088 0.0936556
internal_count=2900 2086 55 814 668 146 100 68 643 2031 2009 88 50 515 496 485 461 446 46 442 347 95 259 246 82 72 1921 366 125 241
is_linear=0
shrinkage=0.1


Tree=773
num_leaves=31
num_cat=0
split_feature=0 3 3 3 4 3 3 4 1 0 2 2 3 4 2 3 3 1 0 1 0 4 1 4 2 2 1 3 4 1
split_gain=0.000531814 0.00252888 0.00105758 0.0011554 0.00328482 0.00130455 0.00181901 0.00327801 0.00463433 0.00286498 0.00315121 0.00268577 0.0020316 0.00140652 0.00235371 0.00139655 0.00194295 0.0024491 0.00482546 0.00237116 0.00235504 0.00139433 0.0045354 0.00169069 0.00138813 0.00138101 0.0032764 0.00340646 0.005056 0.0042736
threshold=71.249517373150013 -0.23472499999999999 -0.54481999999999997 -0.25765499999999997 39.530201452500002 -0.10585499999999999 -1.0000000180025095e-35 41.43512228960001 62.009286778800011 97.013011637200023 -0.011399999999999999 -0.23361999999999997 0.048965000000000009 48.008184682100008 -0.23361999999999997 -0.25276999999999999 -0.2485 61.998532946250002 88.576630023850015 68.214248143850014 114.06859001680002 45.154229826150008 69.64719632740001 47.480720532750006 -0.071129999999999985 -0.11808 71.343613407700005 0.083905000000000021 40.922041107600009 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 -1 -2 4 -4 15 7 8 -7 10 -10 -9 -8 21 -15 -5 -17 -18 -19 -20 -21 25 -23 -24 -22 26 -14 -28 29 -29
right_child=2 -3 3 5 -6 6 12 11 9 -11 -12 -13 13 14 -16 16 17 18 19 20 24 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.10012361272560132 0.031014036431539861 0.0069097263731483678 0.015144891136408441 0.049307798863275749 -0.063063301413519846 0.062230070657698422 0.038392040305258703 0.021458930285887971 -0.081233138758107365 0.025927217755114779 -0.0035562367486330401 -0.10016745947062716 0.014435289615359368 0.09080341414180175 0.0075355931318518039 -0.023199404662480758 -0.022556223749389211 0.075271673739552653 -0.040277734311212066 0.030561406519837481 -0.10007243507995421 -0.100115002540703 -0.021408677846465846 0.078405907617794313 0.013437230412568347 -0.00233510354286251 -0.10007954087348601 -0.10017164880798457 0.029763363337822688 0.0052692690505102002
leaf_weight=0.0030115418149821759 0.010997076210132906 0.0082673943982874108 0.010978500821162876 0.0089008164686246172 0.010513209695979839 0.0077926138824414527 0.013723829327603743 0.0023898055552610264 0.010941175911696799 0.0080865854566105344 0.0099925314862048219 0.0075558845296050739 0.1406846980453314 0.0043770767183843864 0.015125040977036819 0.016422640172838454 0.013725695029108642 0.013997534146941992 0.0083727367173711542 0.02711052560181848 0.0023810111922353272 0.0056911706146180949 0.0040756733024563743 0.0029075974101813451 0.0019677439545260347 0.75057234515203941 0.0045450513011618112 0.0079564296573702044 0.017106953737681802 0.0074368186429499905
leaf_count=65 39 81 68 19 66 22 12 26 28 43 15 46 168 15 189 34 35 31 30 125 29 29 42 17 18 1323 88 52 65 80
internal_value=-6.0554e-05 -0.0216688 0.000152053 -0.000146883 -0.0231126 0.000296245 -0.000735974 -0.0200026 -0.00624032 -0.0246262 -0.0441547 -0.0709424 0.000188764 -0.000357105 0.0262243 0.0116428 0.00765071 0.0151504 0.024765 0.00701617 0.0196032 -0.000908016 -0.0338519 0.0201507 -0.0487111 -0.000458221 0.00746805 -0.018991 -0.00765108 -0.0492308
internal_weight=1.15761 0.0112789 1.14633 1.13533 0.0214917 1.11384 1.02096 0.0467586 0.0368129 0.0290203 0.0209337 0.00994569 0.974203 0.960479 0.0195021 0.0928787 0.0839779 0.0675552 0.0538296 0.039832 0.0314593 0.940977 0.0126744 0.00698327 0.00434876 0.928302 0.17773 0.0370453 0.0325002 0.0153932
internal_count=2900 146 2754 2715 134 2581 2260 180 108 86 43 72 2080 2068 204 321 302 268 233 202 172 1864 88 59 47 1776 453 285 197 132
is_linear=0
shrinkage=0.1


Tree=774
num_leaves=31
num_cat=0
split_feature=2 4 2 2 2 1 4 1 1 1 0 0 2 1 1 2 2 4 2 2 2 4 2 0 2 3 3 0 3 3
split_gain=0.000605339 0.000863974 0.000698041 0.00252248 0.00164988 0.00394569 0.00160076 0.00366689 0.00377848 0.00159721 0.000964536 0.00445386 0.00677042 0.00423216 0.0051693 0.00498138 0.0121713 0.0108815 0.00211751 0.00923409 0.00699431 0.00689425 0.0182327 0.0110937 0.0108458 0.00649884 0.009353 0.00786762 0.00618776 0.00587698
threshold=-0.62958999999999998 40.580626202750004 -0.58350999999999986 -0.50001499999999999 -0.26138499999999998 62.305017173150013 39.852039223600009 75.645146416450004 78.285212300550015 72.496961945650014 87.568458224950021 86.866770652900016 -0.078219999999999998 64.654729579150015 64.84561010645001 -0.083794999999999994 -0.068524999999999989 42.541806567400009 -0.083794999999999994 -0.085249999999999992 -0.082885 42.871500973550006 -0.079074999999999993 86.135510041400025 -0.076709999999999987 0.092095000000000024 0.08784500000000002 86.345209775600011 0.096845000000000028 0.085345000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 9 5 -5 -2 -8 -9 -4 11 18 -13 15 -15 -12 -17 -18 19 -6 -20 22 -22 -23 -24 26 29 28 -27 -26
right_child=2 -3 3 4 10 -7 7 8 -10 -11 13 12 -14 14 -16 16 17 -19 20 -21 21 23 24 -25 25 27 -28 -29 -30 -31
leaf_value=0.0080318718086993934 -0.024010205379085905 -0.039659886977146883 -0.022372840631870228 0.076375160651648621 -0.0020588626010457209 -0.016849884235898758 0.061699706441830773 -0.10017595507033744 0.044819052827176797 -0.10006191952463502 0.042405338245234188 -0.063371288557571556 0.0045672217639177847 -0.10037631230563403 -0.0003783252739587881 -0.058709776490211286 0.087147738475073969 -0.029944635963795253 0.065476423434514402 -0.090311557931060271 -0.09781137982484682 -0.050676070689349297 0.08842395088856192 0.093969456107209914 -0.02080310508284524 0.057864665905118864 -0.1003166606474772 0.064307720750404224 -0.017531268817116141 0.060405414378443101
leaf_weight=0.0065482214689781834 0.0073851775948591816 0.0090458848048770857 0.0099112359482214155 0.0091721854725392606 0.21650465925378803 0.0089897068492980313 0.013167809451346102 0.0035659840950756907 0.0036235254228748626 0.003610255066394224 0.052998105395090533 0.029138655570606353 0.02953777986112982 0.0052326065306260707 0.42871563594771672 0.02170337711868342 0.018891195505830238 0.013686497855815105 0.018570814909750766 0.012542856019834403 0.018977073386508891 0.0075554542177444497 0.014412129906361315 0.01778020192796248 0.05479995575529012 0.013759620489372848 0.013048774327992452 0.024793550781851081 0.052107294015498962 0.010642108346963663
leaf_count=28 45 21 39 19 405 41 23 10 43 57 34 31 25 4 1592 12 31 17 8 13 24 78 6 11 99 22 35 24 82 21
internal_value=-6.49329e-05 -0.0196333 0.000203965 -0.000188643 0.000342138 0.030231 0.0158712 0.0303393 -0.0270982 -0.0431159 -0.00016264 -0.0031772 -0.029171 0.00281262 -0.00158411 0.0205976 -0.000694766 0.037955 3.04506e-05 -0.00689166 0.00646385 0.00165461 -0.00449722 0.0508341 0.00514975 -0.00194543 -0.0230113 0.0162927 -0.00178103 -0.00759708
internal_weight=1.15042 0.0155941 1.13482 1.10708 1.09356 0.0181619 0.0277425 0.0203573 0.00718951 0.0135215 1.0754 0.534171 0.0586764 0.541227 0.433948 0.107279 0.0542811 0.0325777 0.475494 0.229048 0.246447 0.227876 0.202541 0.0253357 0.183563 0.169151 0.0784908 0.0906605 0.0658669 0.0654421
internal_count=2900 49 2851 2730 2634 60 121 76 53 96 2574 884 56 1690 1596 94 60 48 828 418 410 402 313 89 289 283 155 128 104 120
is_linear=0
shrinkage=0.1


Tree=775
num_leaves=31
num_cat=0
split_feature=4 3 3 3 1 0 4 4 4 4 0 3 3 3 2 0 3 3 3 2 2 2 2 4 0 4 2 0 1 3
split_gain=0.000496319 0.00172291 0.00328254 0.002142 0.00276161 0.00324271 0.002287 0.00290948 0.00290158 0.00276978 0.00158259 0.00163009 0.0016537 0.00253657 0.00300013 0.00125922 0.00377434 0.00169162 0.00131921 0.0030045 0.00501446 0.00288915 0.00491784 0.00247313 0.00227888 0.00167292 0.00166777 0.0047462 0.00473048 0.00388257
threshold=43.411469133450005 0.082325000000000023 0.081550000000000025 0.082775000000000029 71.666228383350017 105.70748523110002 44.015822920550008 44.215931556700006 44.611732354850012 47.833738492450003 103.44649194340002 -0.22253999999999999 0.086230000000000015 0.086355000000000029 -0.0086649999999999991 101.47316367565001 0.089850000000000027 0.087725000000000011 -0.10585499999999999 -0.13820499999999999 -0.18126999999999999 -0.048664999999999993 -0.040019999999999993 40.21994457600001 89.99344745865001 43.245737185650007 -0.11808 85.775256651950016 62.057679025150001 0.083290000000000017
decision_type=2 2 2 2 2 2 2 2 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 -3 6 -6 -5 -8 -9 -10 15 -12 -13 -14 -15 18 17 -17 19 20 -1 23 -23 -21 -24 26 27 -20 -29 -30
right_child=1 3 -4 4 5 -7 7 8 9 -11 11 12 13 14 -16 16 -18 -19 25 21 -22 22 24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0078819841238475727 -0.00043658271464742444 0.074109738215628232 -0.1001806686158388 0.042731139971936019 -0.085240715197453465 0.03104312508160036 -0.048934225226549631 0.077406126777846126 -0.056737988398551389 0.031510078899670911 0.039884603685653573 -0.10004096485051801 0.089202162130681106 -0.10008522481140197 0.034116880441407732 0.025271853810312463 -0.017934759468286987 0.096271245941160988 -0.04087693509409062 0.013222229167449352 -0.10019456512204239 -0.10019109150824859 0.062459669289006974 0.075223254125503555 -0.0023132569923995667 -0.036126410615244429 -0.0036814658280532259 0.064566119728865792 -0.035313474910444752 0.014280945341368407
leaf_weight=0.017436667963922195 0.076379666372761043 0.0059552017354462796 0.0034483708355548251 0.024699637022017606 0.005802807216755107 0.0040872255233098537 0.0082459603634106315 0.0063897484508856897 0.0058549820667934691 0.0090601933538891899 0.0025715147200765518 0.004064903460523705 0.0016411580277577737 0.0043609009722747 0.0026953882036425516 0.0072685855056349585 0.012671848542624556 0.0062338040042959619 0.017986475984951955 0.011385099281937983 0.0056951869000840807 0.004024457302875816 0.008107463109429211 0.014792491754633375 0.016457744823433984 0.014207795573081938 0.68778562227646256 0.01617063682351727 0.018422115339548739 0.11028606381314665
leaf_count=93 513 8 12 49 56 54 10 10 28 19 69 187 4 141 57 35 56 7 83 18 15 4 65 26 42 29 978 11 44 177
internal_value=-5.98677e-05 0.00530005 -0.00474528 0.0167401 0.0114136 -0.0371844 0.0202731 0.00150193 0.021023 -0.00313188 -0.000876293 -0.0327511 -0.0473867 -0.0227778 -0.0488222 -0.000371857 0.0212637 0.058051 -0.000972534 0.0114916 -0.018727 0.024255 0.00227718 0.0482579 0.0190643 -0.0020952 -0.0015268 0.00757242 0.0135873 0.00718245
internal_weight=1.13419 0.149924 0.079828 0.0700958 0.0641406 0.00989003 0.0542505 0.0295509 0.0213049 0.0149152 0.984266 0.0153339 0.0127624 0.00869745 0.00705629 0.968932 0.0261742 0.0135024 0.942758 0.0778991 0.0231319 0.0547673 0.0285897 0.0261776 0.0245652 0.864859 0.850651 0.162865 0.144879 0.128708
internal_count=2900 759 525 234 226 110 116 67 57 47 2141 458 389 202 198 1683 98 42 1585 263 108 155 111 44 107 1322 1293 315 232 221
is_linear=0
shrinkage=0.1


Tree=776
num_leaves=31
num_cat=0
split_feature=2 3 2 1 2 3 2 4 0 2 1 4 0 0 3 0 1 0 4 4 0 4 0 3 1 0 2 2 1 2
split_gain=0.000544142 0.000835824 0.000553931 0.00194716 0.00122593 0.00252946 0.00202453 0.00251477 0.00210566 0.00129515 0.00350301 0.000837778 0.000834326 0.00397811 0.0058907 0.00377757 0.00203193 0.0108472 0.00780769 0.00847998 0.00507747 0.00352286 0.0145054 0.00966459 0.00736187 0.00498439 0.00581784 0.00349354 0.00337397 0.00290277
threshold=-0.62958999999999998 0.097615000000000021 -0.59309999999999985 78.285212300550015 -0.50001499999999999 0.098200000000000023 -0.58180999999999994 40.08085804200001 91.410264893400026 -0.26138499999999998 62.305017173150013 41.028010303750008 87.568458224950021 86.866770652900016 0.087530000000000011 87.735142629050017 62.009286778800011 86.530713386650021 40.380906245900007 38.771633980050005 86.232294534150014 42.207998345450008 86.420486603250012 0.083565000000000014 62.068432857650002 85.839779647100016 -0.11420499999999999 -0.082509999999999986 62.084563606450011 -0.095019999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 5 6 7 -4 -8 10 -6 -2 13 16 -15 -14 17 20 19 -18 29 22 24 27 -20 28 -27 -23 -25 -11
right_child=2 -3 4 -5 9 -7 8 -9 -10 12 -12 -13 15 14 -16 -17 18 -19 21 -21 -22 23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-0.04716863348041099 -0.026010026620358874 0.00046487911821013847 0.083276427422686691 0.070400764817223099 0.073413656018304838 -0.10018294262817107 -0.10012474688836476 -0.026471850959088175 0.0026147091322429386 -0.011186233092718928 -0.016064633668260355 0.021705331561689446 0.054450926998716433 0.011550970783315328 -0.053950367393322929 0.0013209856611072486 0.031598941324398513 0.079575668063644661 0.010513320241951896 -0.085406952102310141 -0.056492566976356268 -0.013014706326802968 -0.036266465549198962 0.048076156016173877 0.077879960010777405 -0.0092913527413885505 -0.10026073450605316 0.050194989839481313 -0.048671417891458735 0.013052456971733108
leaf_weight=0.0061825737934705369 0.0071863984307502862 0.0091142796431000761 0.0040407106301194023 0.0050460179771730984 0.0084950129163710222 0.0036266266541498731 0.0036305125083271206 0.0043200954361515276 0.0044278310739261986 0.077601929688035171 0.0090219399499441386 0.0075409425849954914 0.013735445337002883 0.022849967019851647 0.034399550964735681 0.52065846911854619 0.0085366277883901776 0.018687979169044411 0.035068480710094718 0.022572705677475824 0.014711039586899233 0.01494582546795975 0.037656945980415912 0.0077260526849118882 0.030184219896455033 0.010857632849365469 0.019943721785580241 0.021070868628839889 0.0067572791571524071 0.13599030443360399
leaf_count=29 22 20 17 43 19 21 26 26 43 227 41 19 10 27 29 1680 41 17 32 28 19 31 25 20 33 7 44 20 25 259
internal_value=-5.51937e-05 -0.0187873 0.000202653 0.0167905 -9.78434e-05 -0.0245996 -0.00790489 0.0265686 -0.0436723 0.000360551 0.0273287 -0.001578 -8.76658e-05 -0.00294111 -0.0278069 0.00268658 0.000138096 0.00632807 -0.00696235 -0.0532997 0.000332321 0.000863045 0.0131547 -0.0146955 0.0416754 -0.0454437 -0.0681936 0.0239649 0.00293804 0.0042461
internal_weight=1.12659 0.0152969 1.11129 0.0197734 1.09152 0.0200458 0.0164191 0.00836081 0.00805834 1.07147 0.017517 0.0147273 1.05396 0.519561 0.0572495 0.534394 0.462312 0.246991 0.21532 0.0311093 0.228303 0.184211 0.10291 0.0813014 0.0652527 0.0452847 0.0308014 0.0360167 0.0144833 0.213592
internal_count=2900 49 2851 84 2767 133 112 43 69 2634 60 41 2574 884 56 1690 828 522 306 69 505 237 90 147 65 96 51 51 45 486
is_linear=0
shrinkage=0.1


Tree=777
num_leaves=31
num_cat=0
split_feature=4 1 1 1 3 1 1 4 2 2 1 1 0 3 0 1 1 2 4 4 1 4 2 2 1 0 4 2 2 4
split_gain=0.000484362 0.00187645 0.00187885 0.00177202 0.00158259 0.0015604 0.0013881 0.00114045 0.000642968 0.0027505 0.00352337 0.00762889 0.00529868 0.0064783 0.00548451 0.00469818 0.00668714 0.00452098 0.00801638 0.00494618 0.00414757 0.00376968 0.00234411 0.00217769 0.00229424 0.00494275 0.00215707 0.00207775 0.00499162 0.00461501
threshold=33.96174662340001 68.579878449600017 69.276189105400007 69.873026810350026 0.099780000000000021 70.865067860500019 77.52437864960001 34.542090938800008 -0.11808 -0.088099999999999998 62.837331883000012 64.654729579150015 86.232294534150014 0.082620000000000013 85.737618238150006 66.318885161900013 68.961639504150014 -0.101965 42.428475018400007 39.468990633150007 61.82916008405001 43.411469133450005 -0.085734999999999992 -0.084239999999999995 81.524804347700012 106.56510337475001 42.428475018400007 -0.14143499999999998 -0.14228499999999997 40.878805547300004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -5 -7 -2 27 10 12 -12 13 -10 20 -13 -17 19 -19 -18 -15 -20 26 -24 -25 -26 -11 28 -9 -29
right_child=7 2 3 5 -6 6 -8 8 9 22 11 15 -14 14 -16 16 17 18 21 -21 -22 -23 23 24 25 -27 -28 29 -30 -31
leaf_value=-0.10009386960682523 0.034615375544537051 0.10001983432549649 -0.10010092047596129 0.10002959286123225 0.0028110077532766328 -0.10004452283314438 0.031114748430065092 0.0021671044310105029 0.051983039994141278 0.043888125519241358 0.065481854098621381 -0.059172929656455146 -0.066426109407224695 -0.014993982050392166 0.0020790143259536539 0.063852871258476149 -0.10037618934559661 0.044795493021538298 -0.073936235949973714 -0.0082105475048242903 -0.10020916980450381 0.0097530178236142941 -0.026303802410259376 0.0026129110932007738 -0.10007162940376529 0.012246300908588187 0.0013441490818822126 0.053166480626811778 -0.10022442644720636 -0.0068046816608606439
leaf_weight=0.0037993125377877726 0.0095371447653173069 0.0019035153964068749 0.0017187674529850483 0.0015727727441117167 0.0024635887093609199 0.0013312243829703974 0.0020487040150304189 0.20747587303013135 0.012846728122061696 0.024410687556644328 0.015400824835523963 0.016338948164047906 0.02421529423213542 0.010061901369226689 0.028469831053598682 0.013517756717192242 0.010352944672398445 0.024301464983674304 0.012705232056861054 0.013307084161473082 0.013210581213705552 0.0093381245785622013 0.029738878894710941 0.52922918848937683 0.0068487568878060926 0.0091561062926927804 0.023286154066695985 0.024873311733975251 0.0048729944824117402 0.02650571624085718
leaf_count=66 36 4 3 2 6 17 118 881 22 35 9 13 23 15 29 20 23 55 35 29 33 31 34 989 70 184 27 42 11 38
internal_value=-5.67782e-05 -0.0180037 0.0123879 -0.0126154 -0.059615 0.0177453 -0.0205439 0.000185307 -0.000115817 -0.00148728 -0.0115627 -2.91067e-05 -0.0265327 -0.0115761 -0.0273567 -0.0101323 -0.000538849 -0.0129727 0.00518492 -0.0485396 -0.0633662 -0.0384833 0.00181474 4.75594e-05 0.00148485 -0.0358165 0.0231177 0.00418345 -0.000182583 0.0222282
internal_weight=1.11484 0.0148379 0.00857498 0.00667147 0.0062629 0.0049527 0.00337993 1.1 1.09046 0.826736 0.204067 0.115262 0.0888043 0.064589 0.0517423 0.0998616 0.0835226 0.0700049 0.0463448 0.02366 0.0232725 0.0220434 0.62267 0.574973 0.545234 0.0160049 0.0476968 0.263728 0.212349 0.051379
internal_count=2900 216 144 140 72 137 135 2684 2648 1676 337 215 122 99 77 206 193 173 121 52 48 66 1339 1277 1243 254 62 972 892 80
is_linear=0
shrinkage=0.1


Tree=778
num_leaves=31
num_cat=0
split_feature=4 4 2 3 3 3 2 1 2 4 4 3 3 2 3 4 1 4 1 0 2 2 1 0 4 0 2 0 4 0
split_gain=0.000525893 0.00246989 0.00408034 0.00159841 0.00322384 0.00228813 0.00248573 0.00200101 0.00186142 0.00144054 0.00156123 0.00184968 0.00152742 0.00408893 0.00278006 0.00143694 0.00660471 0.00218989 0.00438106 0.00573105 0.00141844 0.0036997 0.00125824 0.00220472 0.0018721 0.00212619 0.00248549 0.00214613 0.001231 0.00118095
threshold=43.19689381845 43.104429861650011 -0.079824999999999993 0.086945000000000022 0.08594000000000003 0.096845000000000028 -0.097799999999999984 64.84561010645001 -0.23871499999999998 43.368902217050007 43.411469133450005 0.085715000000000027 0.083415000000000031 -0.096499999999999989 0.082325000000000023 42.988308018450006 62.175971182900007 42.773538294100007 62.175971182900007 88.232507383150008 -0.087910000000000002 -0.046474999999999995 63.565904036300005 71.340924949550015 46.377258487500008 85.872041144650012 -0.22866 110.99299391555002 50.264779514000004 85.807518149550006
decision_type=2 2 2 2 2 2 2 2 2 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 8 6 -5 -8 -2 -10 -11 12 14 -14 20 17 -17 29 -19 -20 22 -22 23 -12 -24 -26 -27 28 -28 -1
right_child=3 2 -4 5 -6 -7 7 -9 9 10 11 -13 13 -15 -16 16 -18 18 19 -21 21 -23 24 -25 25 26 27 -29 -30 -31
leaf_value=0.0081490380936658207 -0.065708386311145464 -0.10028455633725951 0.018980986329883251 -0.0060251007083462968 -0.064681580805494618 -0.028077448033618044 0.071424039266042891 0.01117933755929567 0.05371169933293625 -0.057679411657543339 0.010926492906770809 0.059393850219864708 0.043391535989554281 -0.10015739777433397 0.044203582080183712 0.067011816023045484 -0.032317984811904947 -0.070345801636306257 0.07865789074914932 -0.041372059925532216 -0.10014079398260758 0.0034563983901792017 0.054885431904197361 -0.044837171621258942 0.074826247520911521 -0.10011682660243902 0.059693007754773403 -0.065126937366665194 -0.011399792013505187 -0.0018256444892270258
leaf_weight=0.14198123698014831 0.0037810341588654641 0.0064033753660542453 0.0051965037604952274 0.011525850834232187 0.0073981816105098122 0.0076393908141094693 0.015782829543013577 0.0084731454177919829 0.0059041774634352165 0.0040816825412592897 0.019744640763349225 0.0059750894928638906 0.0034393322605623666 0.0046904528906188264 0.015636573145428656 0.014867086100181282 0.012177054157249234 0.013347637665938227 0.0066289746832168808 0.0099467452015417519 0.0049735836246469481 0.011232710366447379 0.010028002828647686 0.011062513285633013 0.0032843518129084251 0.0027444846726609419 0.0054479204154205575 0.0033131537149579957 0.0044048958080562528 0.7237081005872914
leaf_count=366 128 27 17 32 25 46 17 51 19 6 30 8 10 40 23 22 22 33 7 37 16 106 32 37 3 11 30 39 105 1555
internal_value=-6.75821e-05 -0.000999792 -0.0468561 0.00503855 -0.000618696 0.0216037 0.0322106 0.0503792 0.0033393 0.00559063 0.00300915 0.00534655 0.00211726 -0.0394286 0.00579362 -0.000423274 0.022287 -0.00110904 -0.0277057 0.00663041 -0.00208452 -0.0283368 0.0050028 -0.00909763 0.0198677 0.00157329 -0.0135481 0.00449738 0.0279096 -0.000189702
internal_weight=1.10482 0.934257 0.0115999 0.170564 0.127143 0.0434212 0.0357818 0.024256 0.119745 0.115964 0.110059 0.105978 0.100003 0.00812979 0.0918728 0.922657 0.0270441 0.895613 0.0299234 0.0165757 0.0762363 0.0162063 0.06003 0.0308072 0.0292228 0.0191948 0.0159105 0.013166 0.00985282 0.865689
internal_count=2900 2086 44 814 668 146 100 68 643 515 496 490 482 50 432 2042 44 1998 77 44 409 122 287 67 220 188 185 174 135 1921
is_linear=0
shrinkage=0.1


Tree=779
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 4 3 3 3 3 4 0 0 4 0 2 3 2 1 2 2 4 2 4 2 3 0 2 2 3
split_gain=0.000484379 0.00315149 0.00227247 0.00326798 0.00608794 0.00465857 0.00193035 0.00768446 0.00379352 0.00567392 0.00921369 0.00616786 0.00524302 0.00326818 0.00922103 0.00836748 0.0123277 0.00555958 0.00464006 0.00535206 0.00327408 0.00315632 0.00310615 0.00501571 0.00273371 0.00265223 0.00262819 0.00249234 0.00215596 0.0020179
threshold=87.568458224950021 87.735142629050017 88.232507383150008 64.434276012450013 64.84561010645001 42.564639561200003 0.083415000000000031 0.085765000000000022 0.087265000000000023 0.091545000000000029 41.169697216150006 85.775256651950016 86.036037090600004 42.541806567400009 86.036037090600004 -0.065399999999999986 -0.038009999999999995 -0.048664999999999993 61.966271448700006 -0.089514999999999997 -0.13820499999999999 41.348489042950007 -0.15009499999999998 41.24714903835001 -0.036264999999999999 0.12064000000000002 76.591483678350016 0.022230000000000003 -0.10282499999999999 0.11048000000000002
decision_type=2 2 2 2 2 2 2 2 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 -4 13 21 12 10 -10 -12 -9 15 18 16 20 -17 19 -15 22 -8 23 26 -19 29 -1 -26 -20 -11
right_child=1 2 3 4 -6 -7 7 8 9 25 11 -13 -14 14 -16 17 -18 24 28 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.052778757713596393 0.050458553120525509 -0.034015465309029123 0.044245714677355434 -0.10027983488098763 0.00020123363010801952 -0.0061952068242476779 -0.016316340954223681 -0.0114890853617131 -0.10028347181269398 0.002633100878059241 0.034577234848764238 -0.0355369075298003 0.056480780427666355 -0.0045197463133419373 0.073295666364835366 0.10006874570330793 -0.079331331472419456 -0.056615016645800834 -0.004778165202930184 0.077184906959595234 0.039459060012547224 -0.081781625221654469 -0.10017884074354191 0.090621637205489686 0.071068800955626496 -0.029344801149116397 -0.10006613962475755 -0.022288369002425201 -0.075747518166085034 0.038178460663946125
leaf_weight=0.0015770156665685488 0.013085301696386331 0.018127696243027458 0.040622950138072211 0.0061096638710296238 0.46122700324501015 0.033334889812977053 0.012607708233389303 0.021243093565649573 0.015001586211026041 0.16997634723271643 0.018845274283612712 0.037537915522591447 0.024365724417293677 0.029161674842000888 0.023820819222154163 0.0096649807237554342 0.026086917753181296 0.0050557789290905921 0.007750059151817367 0.011057177817535204 0.019152354207690778 0.017710070394400645 0.0038956772389155967 0.0040263130281346093 0.0067267995185380514 0.023981023424029857 0.0039250291859224988 0.0049742613901249122 0.0095617340293003839 0.017627327274707838
leaf_count=40 11 22 37 9 1836 32 19 33 29 210 39 39 14 100 23 7 28 6 16 47 23 25 19 10 24 65 34 38 34 31
internal_value=-6.51283e-05 0.00194697 0.000812251 0.00197861 -0.00111239 0.0215106 -0.00225792 -0.00638592 -0.00194113 -0.0062549 -0.0306336 -0.0121023 0.0248226 0.00664353 0.0209744 -0.00705848 -0.0281044 0.039669 -0.000689455 0.0179429 0.0129177 -0.0545578 -0.0249495 0.00580808 0.00483172 0.00197004 -0.0562572 0.0313815 -0.0439763 0.00597296
internal_weight=1.09784 0.572508 0.559422 0.541295 0.467337 0.0739578 0.525333 0.358896 0.328578 0.282969 0.0713848 0.0563832 0.0456088 0.166437 0.0813515 0.0850851 0.0586633 0.0264218 0.0575306 0.0402189 0.0325764 0.0303178 0.013424 0.00952836 0.0167568 0.211585 0.00550204 0.0117011 0.0173118 0.187604
internal_count=2900 1947 1936 1914 1845 69 953 504 460 413 107 78 47 449 220 229 154 75 197 147 126 44 103 84 68 306 74 62 50 241
is_linear=0
shrinkage=0.1


Tree=780
num_leaves=31
num_cat=0
split_feature=2 4 3 3 4 4 3 4 1 1 1 2 2 4 4 2 4 1 3 0 4 4 4 4 4 3 2 3 4 4
split_gain=0.000465152 0.00221555 0.00189498 0.00751381 0.00190876 0.00655079 0.00414016 0.00372209 0.00442312 0.00520583 0.00497276 0.00358161 0.00298286 0.00290297 0.00213585 0.00174938 0.0045333 0.00345987 0.00835669 0.00569119 0.0052809 0.0100109 0.00462768 0.0041831 0.00570914 0.00774197 0.00752966 0.00340373 0.00233709 0.00224262
threshold=-0.11808 34.394321486900004 0.085345000000000018 0.087205000000000019 40.259171735100004 40.496232821400007 0.088565000000000019 36.514114975300011 69.276189105400007 70.133807249000014 82.987325570650015 -0.14869999999999997 -0.25089499999999998 42.526729949000007 41.028010303750008 -0.088099999999999998 35.461062230100005 62.197478847950002 0.082325000000000023 88.76213363490001 41.395309858300003 41.872669623500009 44.015822920550008 37.797539186950011 41.21013581150001 0.088165000000000021 -0.096499999999999989 0.085715000000000027 39.468990633150007 43.022303514600004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 7 -6 -7 -5 -9 -10 -11 12 13 14 -8 16 -2 18 -18 -19 -20 -22 -23 -21 28 26 -26 -28 -25 -17
right_child=15 2 3 4 5 6 11 8 9 10 -12 -13 -14 -15 -16 29 17 19 20 23 21 22 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.066687312846255994 0.050815917574682859 -0.0045190434565431344 0.068685535099010639 0.04900726696881999 0.098044089105548723 0.069570829958272365 0.011067223404439018 -0.065388239419297764 0.075720282062804178 -0.10010175944573428 0.061062190219693571 -0.038122742969711548 0.04858741233745649 0.030040900642792797 -0.063267880575167149 -0.00089043214505441209 0.043791079049942332 0.059626889463097521 -0.090614497945267533 -0.058335657497762233 0.052027523808752398 -0.10016770349135698 -0.012151561483634499 0.00063434225071791375 0.041841796166601275 -0.10028496418404072 -0.077671013948540368 -0.00024051050816055282 0.047393501728587778 0.017226991333526145
leaf_weight=0.0044113717745484773 0.011809399783043129 0.11876188726300541 0.020441222536724243 0.007355808663957005 0.0079519083466070839 0.0081704724616429303 0.0062500674745873388 0.016677405612298912 0.0066207261843374008 0.0053999486740330706 0.0029661669682122908 0.022587160884824986 0.01418353580916687 0.011869684381168574 0.01013030779481372 0.54032340435993131 0.012105911721915746 0.012935878366079123 0.019001058776211721 0.015673658880885025 0.01138390639971476 0.013644315480913605 0.010625660119558233 0.0209120026669396 0.018760643080015318 0.010766077040202049 0.012865063042098324 0.010161082483307382 0.021865716453802309 0.078212007643900683
leaf_count=115 37 656 29 25 8 11 18 22 7 44 23 31 26 42 34 1111 23 15 21 32 11 43 9 22 37 40 37 13 29 329
internal_value=-6.70361e-05 0.00358624 0.00478147 0.0126372 0.00310267 0.0118426 0.00247717 -0.0150722 -0.0299583 0.00946828 -0.0429618 -0.00595378 0.0111696 -0.00761684 -0.0349047 -0.00124073 -0.00930781 -0.013031 -0.0313837 -0.00314532 -0.0480347 -0.0253426 -0.0616333 -0.0104605 -0.00258915 -0.0246682 -0.00518603 -0.0435021 0.0245352 0.00140046
internal_weight=1.08482 0.263778 0.259366 0.140604 0.120163 0.0811431 0.0731912 0.0390201 0.0316642 0.0149868 0.00836612 0.0650208 0.0424336 0.0282501 0.0163804 0.821046 0.20251 0.190701 0.0667609 0.12394 0.0546549 0.0356539 0.02427 0.111004 0.0953306 0.0525529 0.0417868 0.0230261 0.0427777 0.618535
internal_count=2900 1091 976 320 291 170 162 121 96 74 67 151 120 94 52 1809 369 332 107 225 84 63 52 210 178 127 87 50 51 1440
is_linear=0
shrinkage=0.1


Tree=781
num_leaves=31
num_cat=0
split_feature=0 3 3 3 3 3 4 3 0 2 3 3 4 4 3 3 3 4 4 2 2 4 3 3 4 1 0 2 4 2
split_gain=0.000443368 0.0022954 0.00102456 0.00216262 0.00102035 0.00115948 0.00295668 0.00148538 0.000921652 0.000717872 0.000683992 0.00121251 0.00376348 0.00331319 0.00184039 0.00156322 0.00171843 0.00311099 0.00496025 0.00470018 0.00304953 0.00233737 0.00177488 0.00120161 0.0018279 0.00407149 0.00117758 0.00111649 0.00094534 0.00227908
threshold=71.249517373150013 -0.23472499999999999 -0.15684499999999998 0.070195000000000021 -0.54481999999999997 -0.25765499999999997 39.530201452500002 -0.25276999999999999 86.597924839850023 -0.13820499999999999 -0.2485 -0.15684499999999998 40.305698932850007 41.289992964000007 -0.12530999999999998 -0.10585499999999999 -1.0000000180025095e-35 38.386256906100009 37.511241581900002 -0.092624999999999999 0.010100000000000003 39.995120105550008 0.048965000000000009 -0.24637000000000001 48.852845034800005 68.579878449600017 93.577162146500015 -0.036264999999999999 48.008184682100008 -0.23361999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 6 9 -7 -8 -6 -9 12 26 -14 -13 27 17 18 20 21 -17 -19 -18 -15 25 -25 -12 -16 -24 -30
right_child=4 2 3 -5 5 7 8 10 -10 -11 11 14 13 23 15 16 22 19 -20 -21 -22 -23 28 24 -26 -27 -28 -29 29 -31
leaf_value=-0.10011071866201174 0.030847018515792076 0.067657635011529757 -0.10007208038341203 0.026584434214886654 -0.023663121829861328 0.043173739229723521 -0.084523432956861211 -0.021273455648636821 -0.0197882053617894 0.03169685338912856 -0.10010691091295745 -0.048984381348540482 0.079569023890692703 0.05934627819675397 0.052187168729164193 -0.10015665666312507 0.03696767129045294 -0.055924744496916506 0.083251905681516455 -0.077014432243558861 0.013390777619308212 0.042610871275603222 -0.0006566630989907926 -0.10013860832013284 0.044751464933873636 0.020081907351621322 -0.011422126250830033 -0.00016259742533756373 0.089974278295812282 0.0041467835746029835
leaf_weight=0.0027003388776240854 0.010706673125001509 0.0020374248105534684 0.0019863147979330099 0.0041957809626129716 0.0035220585922073333 0.0080131426278345907 0.0066091605224860572 0.014961613322774459 0.0032961569468755725 0.0069933187806379138 0.0029411869900279877 0.0077411847805397551 0.0098741136382614059 0.0040247710666108097 0.0097280821583838328 0.003814753218433449 0.013052024983668753 0.0036440449483716719 0.0063352151215951827 0.015407557020357447 0.0062248206600616363 0.0070935756287056062 0.87053657516653205 0.0043944156801298826 0.0058835919153854546 0.0078481473882661135 0.0030497516794747437 0.0070095535300922487 0.0039086283945337632 0.014842912252194473
leaf_count=65 39 17 51 13 33 19 25 34 41 35 13 46 16 11 32 39 12 13 10 53 19 46 1864 23 28 42 36 21 15 189
internal_value=-7.38544e-05 -0.0201209 0.00615792 -0.0141105 0.000132382 -0.000180586 -0.0237764 0.000287073 -0.0629817 0.0131544 -4.90823e-05 0.00026615 0.017785 0.0313937 -0.000420913 -2.99613e-05 -0.000566594 -0.0202124 0.0139667 -0.0416189 -0.029754 0.00917067 0.000359155 0.00991876 -0.00105624 -0.0230707 -0.054961 0.0302636 -0.000178146 0.0220369
internal_weight=1.07238 0.0109199 0.00821952 0.0061821 1.06146 1.05075 0.0204207 1.03033 0.00990532 0.0105154 1.02232 1.00735 0.038016 0.032025 0.969339 0.961598 0.94486 0.04252 0.0163748 0.0261452 0.0100396 0.0107376 0.90234 0.0221509 0.0181262 0.0122426 0.00599094 0.0167376 0.889288 0.0187515
internal_count=2900 146 81 64 2754 2715 134 2581 66 68 2562 2528 169 120 2359 2313 2260 180 68 112 58 59 2080 104 93 65 49 53 2068 204
is_linear=0
shrinkage=0.1


Tree=782
num_leaves=31
num_cat=0
split_feature=2 3 3 4 2 3 3 2 2 3 1 0 3 3 1 1 3 3 1 1 4 0 3 2 3 0 2 2 1 2
split_gain=0.000468833 0.00075075 0.000673151 0.0020702 0.00403886 0.00153249 0.000779786 0.00277319 0.00359076 0.00181392 0.000805255 0.00155657 0.000665951 0.00104284 0.00354886 0.000958887 0.000928535 0.00515458 0.00431215 0.00538287 0.00454859 0.00738568 0.00416524 0.0036175 0.00360433 0.0047812 0.00393059 0.00554521 0.00346953 0.00322057
threshold=-0.62958999999999998 0.097615000000000021 0.21240500000000004 40.259171735100004 -0.088099999999999998 0.12746000000000005 0.11263500000000003 -0.086339999999999986 -0.044409999999999998 0.11048000000000002 55.583871847050013 67.04476885710001 0.10818500000000002 0.10500500000000003 62.068432857650002 65.727424373200009 0.093295000000000031 0.094625000000000029 62.245871094250013 64.221887820150016 41.495754733000005 85.839779647100016 0.092290000000000025 -0.099224999999999994 0.10332500000000001 89.665455566700004 -0.058529999999999992 -0.46029499999999995 69.563854125350005 -0.054494999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 6 9 -8 -9 10 11 -2 13 16 -15 -16 22 29 20 -20 21 -19 -12 -24 25 -21 27 -27 -28 -18
right_child=2 -3 3 4 -6 -7 7 8 -10 -11 12 -13 -14 14 15 -17 17 18 19 24 -22 -23 23 -25 -26 26 28 -29 -30 -31
leaf_value=-0.04565395728010091 0.038868675918683815 0.00089787780958204902 -0.013163057523390493 0.097228691479214424 -0.0094805717934700832 -0.044782715313302537 0.05215424167984023 -0.060868010874679093 0.023800417643289218 -0.040642328178038235 -0.00012473204010423903 -0.10008147442390487 0.023807395337233056 -0.067044148927134645 0.039179898235361589 -0.010510402105746582 0.056507990488492268 -0.0026478040626340448 -0.081935077825898706 0.053231458191934894 -0.007433303842016039 0.077625996967128713 0.011673951514326632 -0.088730990209450689 0.039591060875333851 0.014739474562773894 -0.068121839628201994 -0.079246813039676331 0.043714904971467294 -0.0053476456920079768
leaf_weight=0.0058355601913188124 0.0012863904040321733 0.0085257729755348066 0.012980107776485617 0.0068637976719401195 0.0073399439903614194 0.0076658791239100346 0.012635923154699281 0.0078392390569372861 0.013873374632733769 0.011085974834015744 0.69920752418351817 0.0021598369755946797 0.011813376839413081 0.0098839459013788725 0.0063697004643472619 0.0099496530329774482 0.028656255423135268 0.024061050968384748 0.011555459819646785 0.0076879541911585294 0.052819722751337395 0.021887895497457066 0.0056184221278184109 0.009931332640860404 0.012842274831715628 0.0088212428885409006 0.0038591305590074667 0.021769671057382128 0.0098649740484429618 0.011918059244281437
leaf_count=29 11 20 48 9 33 30 38 19 38 29 1932 104 29 14 11 40 56 24 11 16 49 23 20 35 22 36 8 87 52 27
internal_value=-7.19024e-05 -0.0180179 0.000173029 0.0157047 0.0420855 -0.000238857 9.67714e-05 0.0149075 -0.00676873 -0.000420726 3.8031e-05 -0.0482149 0.000209727 -8.1657e-05 -0.019756 0.0088845 0.00047238 0.00622216 -0.00121701 -0.0190563 0.0125823 0.0355908 -0.00126314 -0.0524528 -0.00785132 -0.0195673 -0.0321968 -0.0521448 0.0122671 0.0383389
internal_weight=1.06661 0.0143613 1.05225 0.0271838 0.0142037 1.02506 1.0174 0.0343485 0.0217126 0.98305 0.971964 0.00344623 0.968518 0.956704 0.0262033 0.0163194 0.930501 0.215744 0.175169 0.0764007 0.0987687 0.0459489 0.714757 0.0155498 0.0648452 0.052003 0.044315 0.0305909 0.0137241 0.0405743
internal_count=2900 49 2851 90 42 2761 2731 95 57 2636 2607 115 2492 2463 65 51 2398 411 328 232 96 47 1987 55 221 199 183 123 60 83
is_linear=0
shrinkage=0.1


Tree=783
num_leaves=31
num_cat=0
split_feature=2 0 4 0 2 1 3 3 3 3 0 0 0 3 3 2 2 4 1 0 3 3 0 1 2 2 0 1 4 4
split_gain=0.000477562 0.00302491 0.00628181 0.00618132 0.00464843 0.0105526 0.0115827 0.00409578 0.00451783 0.00458768 0.00343652 0.00648448 0.00311958 0.00291737 0.00691003 0.00639975 0.00620923 0.002526 0.00228616 0.00403106 0.00223699 0.00368317 0.00338587 0.00420044 0.00242935 0.00210032 0.0083034 0.00706585 0.00206955 0.00205837
threshold=-0.068524999999999989 85.968825637350008 39.468990633150007 85.807518149550006 -0.053019999999999991 62.079186690200011 0.087530000000000011 0.10500500000000003 0.10211000000000002 0.084535000000000013 86.036037090600004 86.345209775600011 86.388225105700016 0.084795000000000023 0.076080000000000023 -0.033594999999999993 -0.024989999999999998 40.79983011445001 75.085947125300024 99.983757871350008 0.087265000000000023 0.088395000000000015 89.057864029250013 64.321360770950022 0.06041500000000001 -0.075840000000000005 85.807518149550006 65.461267018300006 39.344049039350004 41.061442884200012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 2 -2 7 5 -3 -7 8 9 17 -6 -12 -13 14 18 -15 -17 -4 -14 -20 -18 -22 -23 -24 -25 -1 -27 -28 -29 -26
right_child=1 4 3 -5 10 6 -8 -9 -10 -11 11 12 13 15 -16 16 20 -19 19 -21 21 22 23 24 29 26 27 28 -30 -31
leaf_value=0.00013166765214821658 0.030019710463772716 0.099601504575195871 0.10005096006040984 -0.10031539477179285 0.072392057887792613 -0.057043396450723961 0.04729553504580826 -0.10010936179393587 0.067144021858839026 -0.084385051718607662 -0.060761283840021413 0.086580301535798723 0.010675136612419953 -0.065212936456382084 0.06453074527357594 0.06253025819650801 -0.067166321156221703 -0.018782607023763612 -0.10015367157814917 0.0076329308473511341 0.048794314330037093 -0.048850249683038208 0.1000427262689251 -0.046154939042368059 -0.0093373884028843893 0.036667527103028959 -0.084341923661206034 0.026921270806534683 -0.035072787668055376 0.049747968656816764
leaf_weight=0.66826735104970669 0.018651671897572386 0.01668076802161525 0.0028873638366349041 0.01198359614424227 0.0064343151253182787 0.017503291861371867 0.027130751790363616 0.0045868893315308404 0.0074638070400396819 0.0073580769543190316 0.017105002752487053 0.0044203090656083069 0.03381493708660703 0.016865541393459554 0.021648274686512946 0.014234376305770208 0.0061296159236020461 0.0047013285216588041 0.0059237860899209399 0.0083752291257338518 0.011112681235776023 0.019082681204110941 0.0039417915540980166 0.011865343511625062 0.020562335007453747 0.018558853110814288 0.021248885870591042 0.011124601317047286 0.010436824985917359 0.0082664399751652407
leaf_count=1747 38 14 3 27 5 27 45 18 9 49 37 4 75 31 118 28 57 95 30 105 21 30 5 72 89 13 17 27 22 42
internal_value=-6.84013e-05 0.00309628 -0.0177086 -0.0405456 0.0075192 0.0317402 0.0063789 -0.0140151 0.00360627 -0.0281219 0.000439929 -0.00183677 0.00357499 0.00155704 0.0176112 -0.0084373 0.00162152 0.0264315 -0.00349966 -0.0370208 -0.00908733 -0.00432994 -0.0135949 0.00147736 -0.00807006 -0.00149422 -0.019199 -0.0434179 -0.003087 0.0076049
internal_weight=1.05837 0.32873 0.0576327 0.0389811 0.271097 0.0613148 0.044634 0.0269975 0.0224106 0.0149468 0.209783 0.203348 0.186243 0.181823 0.0697622 0.112061 0.0951953 0.00758869 0.048114 0.014299 0.0809609 0.0748313 0.0637186 0.0446359 0.0406941 0.729637 0.0613692 0.0428103 0.0215614 0.0288288
internal_count=2900 1074 239 201 835 86 72 174 156 147 749 744 707 703 328 375 344 98 210 135 316 259 238 208 203 1826 79 66 49 131
is_linear=0
shrinkage=0.1


Tree=784
num_leaves=31
num_cat=0
split_feature=0 1 1 3 3 2 1 0 3 0 1 0 3 0 1 1 1 3 0 4 2 1 0 0 0 1 1 0 0 4
split_gain=0.000514 0.00225539 0.00374558 0.00369882 0.00472504 0.00372616 0.00165543 0.00257057 0.00166987 0.00322185 0.00143208 0.00327837 0.00392246 0.00296589 0.00295033 0.00267171 0.00393834 0.00399712 0.00162194 0.00120031 0.00225178 0.0018765 0.00371744 0.00314643 0.00185551 0.00333193 0.00351439 0.00145647 0.00179453 0.00321415
threshold=98.201310130900012 75.465019721650009 75.551050381850018 0.082620000000000013 0.088990000000000027 -0.18126999999999999 76.919475570250015 100.13162306855001 0.11308000000000003 99.744485097750015 71.090898343450007 95.502098167950024 -0.059734999999999996 97.152811460000024 75.28220456885002 70.865067860500019 70.343506983200015 0.08494500000000002 96.249489528150022 38.386256906100009 0.11529000000000002 77.656113098000006 99.378854792050006 100.37896121655002 101.47316367565001 78.962703749400006 79.900975636950008 101.83879398140002 102.65877371115 40.580626202750004
decision_type=2 2 2 2 2 2 2 2 2 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 -4 7 8 9 -2 15 12 -12 18 -15 16 -1 -18 -13 20 -8 -21 -23 -24 -25 -26 -27 -28 -29 -30
right_child=6 2 3 4 -6 -7 19 -9 -10 -11 11 13 -14 14 -16 -17 17 -19 -20 21 -22 22 23 24 25 26 27 28 29 -31
leaf_value=0.00084619688064785392 -0.076617798923053967 0.095523999333653312 0.069364985209633967 0.073559850842324567 -0.014272815457416464 -0.10010568355642809 -0.068526329524660812 -0.10007071177673299 0.032987865704043814 0.04450376268900099 -0.0016129098357729006 -0.019669063200502115 -0.10008362184102296 -0.071591603452132321 0.0071038316226103744 0.036757248585161655 0.039376927760482766 -0.10010193546348781 0.025251768229735329 0.060379879045053847 0.0337739835566074 -0.10013988871144711 0.049434527855163092 -0.036188932848498528 0.05484990626544866 -0.10013513053690762 -0.10005757406099719 0.048831505072895458 -0.10007058030781338 0.0038497598322971916
leaf_weight=0.77829034974049571 0.0067327950656741742 0.0062382701989917811 0.0017629849443423478 0.011968630821488767 0.012544140972213569 0.0049126790013090506 0.0064855821845106092 0.0044039206616490736 0.0051500341496648625 0.00325929673232217 0.0077099964735056785 0.011098913053274373 0.0085104816515131319 0.010231695494553605 0.0089148653440425107 0.020322201047889621 0.0028407915643162453 0.0074242031534371943 0.029143637888012108 0.0052607439532152819 0.0032198683967265647 0.0036339291752369709 0.012522495380991927 0.01498607233625604 0.010302087465753118 0.0037994811318640123 0.0014041342415325167 0.007228423142578321 0.0032841809187549508 0.03173943266100062
leaf_count=1367 50 9 6 34 28 61 222 53 13 14 37 40 86 27 15 16 17 55 39 15 62 11 22 49 26 14 6 24 86 396
internal_value=-6.68957e-05 0.00074442 0.0247892 0.0106409 0.0286125 -0.0553499 -0.00612757 -0.0328259 -0.0132684 -0.0371094 -0.000273024 -0.0134341 -0.053278 -0.00255182 -0.0349501 0.000957202 3.4584e-05 -0.0615018 0.0128626 -0.00110337 -0.0345873 0.00234792 -0.00108617 0.00313536 -0.00483482 0.00330045 -0.00789035 0.000137892 0.00346762 -0.0058949
internal_weight=1.04533 0.921914 0.0374267 0.0311884 0.0245128 0.00667566 0.123412 0.019546 0.0151421 0.00999209 0.884487 0.0756096 0.0162205 0.0593891 0.0191466 0.808878 0.788555 0.010265 0.0402426 0.103866 0.00970545 0.094161 0.0889002 0.0852663 0.0727438 0.0577577 0.0474557 0.0436562 0.042252 0.0350236
internal_count=2900 1837 138 129 62 67 1063 130 77 64 1699 244 123 121 42 1455 1439 72 79 933 284 649 634 623 601 552 526 512 506 482
is_linear=0
shrinkage=0.1


Tree=785
num_leaves=31
num_cat=0
split_feature=0 1 3 3 0 2 1 1 4 4 0 4 1 0 0 1 4 2 0 0 0 2 2 4 2 2 2 2 4 0
split_gain=0.0004437 0.0032838 0.00615189 0.00283588 0.00223151 0.002047 0.00129174 0.00285598 0.00581823 0.00283836 0.00407084 0.0030225 0.00220691 0.00227839 0.00321048 0.00388197 0.00189287 0.0018272 0.00184185 0.00153012 0.00317163 0.00345195 0.00696724 0.00517996 0.00578275 0.00525311 0.00413861 0.00712422 0.00351962 0.00413695
threshold=97.835679825150024 75.465019721650009 0.082620000000000013 -0.22253999999999999 97.550703263350016 -0.61225999999999992 71.090898343450007 71.52105164435001 36.514114975300011 42.072181850200003 96.249489528150022 39.945535567850008 70.865067860500019 93.972365491700018 94.776214472700005 70.026268923800004 40.496232821400007 -0.09715 96.811377277450006 89.057864029250013 89.458444290650007 -0.095019999999999993 -0.083135000000000001 39.468990633150007 -0.12835499999999997 -0.16717499999999999 -0.077279999999999988 -0.071129999999999985 36.173488152900006 93.577162146500015
decision_type=2 2 2 2 2 2 2 2 2 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 -2 12 8 -8 10 -9 -12 13 19 15 -15 -16 18 -11 -1 -21 23 -23 -22 25 -25 -24 -28 -29 -30
right_child=5 2 4 -5 -6 -7 7 9 -10 17 11 -13 -14 14 16 -17 -18 -19 -20 20 21 22 26 24 -26 -27 27 28 29 -31
leaf_value=-0.0016933590883925886 -0.10006142097064251 0.047436406357838433 0.031051170183995693 -0.10010138018346573 0.09566039816482004 -0.0038585189300039966 0.088032825561422223 -0.075867982627103925 -0.10009153195960706 0.01306456059539416 0.026436847123649593 -0.034299300923465205 0.033534749065147973 0.013358162273033977 0.031071882322249712 -0.1001108922530371 -0.031936062306689814 -0.0054866815480364046 0.10009176726053 0.040759818364698414 -0.011611033011291494 -0.068668662863779331 0.056910773018639865 0.044284025045567506 0.079729120432799769 -0.056279596171526169 -0.083348029148579972 0.05168554236816101 -0.018595759978444471 0.051835981760414929
leaf_weight=0.54811088160373189 0.0022503612351584259 0.0018895204074738095 0.012146066252393277 0.0041957532312397253 0.0095481042899336899 0.12901735921841595 0.0020587903799783322 0.0097887683154123106 0.0081598050373443698 0.0047660409053421858 0.017257504425103321 0.015600262137013488 0.020062048340790284 0.0044887818484795937 0.0098658198112389073 0.0091836185914346523 0.0092272690880008668 0.0087593330369415447 0.0049655908951535821 0.026426139488535227 0.030019231906976529 0.01600531713484088 0.012267653131857514 0.013908944121610034 0.021226717195531819 0.0082905522261853548 0.010232792612910657 0.013583625466708327 0.043959122820543928 0.010292083124177509
leaf_count=1008 33 14 48 50 10 1064 10 44 67 37 23 22 16 22 13 56 35 23 3 21 39 18 5 37 26 15 10 20 90 21
internal_value=-7.40872e-05 0.000712932 0.0345636 -0.0542899 0.0594872 -0.00550775 -0.000357465 -0.0132541 -0.0621892 -0.00507507 -0.019263 -0.00239956 0.000782664 -5.2152e-05 -0.0258672 -0.0628579 0.000621531 0.0276471 0.0574704 0.00106917 0.00841198 0.00365728 -0.00785835 0.0203306 0.0424108 0.00672786 0.00291583 -0.00556901 0.00616385 -0.00523404
internal_weight=1.03755 0.906286 0.0277794 0.00608527 0.0216942 0.131268 0.878507 0.0713561 0.0102186 0.0611375 0.0426465 0.0328578 0.807151 0.787089 0.0327655 0.0136724 0.0190931 0.018491 0.00973163 0.754323 0.206212 0.179786 0.106341 0.0734454 0.0434262 0.0221995 0.0903353 0.0780676 0.0678348 0.0542512
internal_count=2900 1803 122 64 58 1097 1681 229 77 152 89 45 1452 1436 126 78 48 63 40 1310 302 281 164 117 78 52 146 141 131 111
is_linear=0
shrinkage=0.1


Tree=786
num_leaves=31
num_cat=0
split_feature=4 3 3 3 0 3 0 3 4 4 0 2 4 1 4 3 2 3 1 0 3 2 0 0 0 1 1 1 4 3
split_gain=0.00043743 0.00155238 0.00297566 0.00244858 0.00232194 0.0018761 0.00177081 0.00138729 0.00135586 0.00121217 0.00263867 0.00179487 0.00132566 0.00115449 0.00343736 0.00179924 0.00107 0.000946239 0.0017576 0.00326902 0.00271173 0.00360216 0.00497257 0.00342213 0.00219119 0.00193287 0.00375591 0.00353793 0.00145885 0.00129795
threshold=48.680511450650009 0.077600000000000016 -0.17732499999999998 1.0000000180025095e-35 106.87158760155002 0.074640000000000026 95.897301513100004 -0.52484999999999993 40.21994457600001 45.90502654165001 97.32487278035002 -0.23378499999999999 47.673928029900004 83.715897724050009 44.710446918150005 -0.22253999999999999 0.20981000000000005 -0.10585499999999999 68.214248143850014 89.738043936200015 -0.12530999999999998 -0.074434999999999987 83.680947768350009 86.345209775600011 85.807518149550006 70.96454081135002 73.365333921800001 75.645146416450004 41.169697216150006 -0.087385000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 -4 -3 -5 -7 8 -1 13 11 -11 -12 17 15 -15 -17 18 19 20 21 22 -9 24 -23 -20 -27 -28 -29 -19
right_child=1 4 3 5 -6 6 -8 9 -10 10 12 -13 -14 14 -16 16 -18 29 25 -21 -22 23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.10008654548836587 0.019541568976535056 0.060352043141901492 -0.089421604025149592 0.099873264577286874 -0.049331505879139391 0.063209865792672043 -0.10007627622881649 0.044614405949793677 -0.0044805381404327133 -0.10012642847449189 -0.03976460560968962 -0.023587587023832134 0.048539644488358118 0.02112617088495565 0.076535184898401665 -0.10004434593313012 -0.010294694228730519 -0.033360084849036915 0.064861112572594845 -0.063435005864162605 0.076775420318718521 0.064837835743682889 -0.074707428520661714 0.09999040345675142 -0.034311612738978335 -0.053599802105946573 0.094811706967737094 -0.044595688985432293 0.038332862608809512 0.00023664957522769966
leaf_weight=0.0027524612465872839 0.020507183765261061 0.010131912369100163 0.0057705391261291122 0.0015131597893400794 0.0023842236608925373 0.0010699932519457889 0.0017510877623809762 0.0052741987695284183 0.0032171398400121006 0.0047815867605168769 0.0024482914609118278 0.0085287452267799602 0.0055630266522306293 0.0023050937224229368 0.0024277106740835394 0.0058742750378768492 0.0017165304662937215 0.011655211206034299 0.010361261899070939 0.0071339156537533191 0.0052920459134197509 0.0033908630734814961 0.010338879369953702 0.0051792653856637125 0.0065048088290495798 0.0061587466700530049 0.0064811367550379204 0.0042611586349590169 0.0042242108343435447 0.85868212885533146
leaf_count=33 45 76 39 5 56 14 40 51 45 49 45 30 30 51 10 319 41 68 21 22 31 48 27 8 8 24 18 38 20 1588
internal_value=-7.00443e-05 0.0097874 -0.00234393 -0.0467595 0.0394582 0.0100401 -0.0381443 -0.000501847 -0.0485625 -0.000208665 -0.023791 -0.0510833 0.0215535 0.000316598 -0.0300931 -0.0562517 -0.079749 0.000713194 0.0115218 -0.0015954 0.0106658 -0.000734595 -0.0343997 0.0341323 -0.000336941 0.0294831 0.0121313 0.0391798 -0.00331196 -0.000213265
internal_weight=1.02768 0.0431281 0.030612 0.0101048 0.0125161 0.00433424 0.00282108 0.984553 0.0059696 0.978583 0.0213217 0.0133103 0.00801132 0.957261 0.0123236 0.0098959 0.00759081 0.944938 0.0746005 0.043114 0.0359801 0.030688 0.0156131 0.0150749 0.00989567 0.0314865 0.0211253 0.0149665 0.00848537 0.870337
internal_count=2900 275 143 98 132 59 54 2625 78 2547 154 79 75 2393 421 411 360 1972 316 195 173 142 78 64 56 121 100 76 58 1656
is_linear=0
shrinkage=0.1


Tree=787
num_leaves=31
num_cat=0
split_feature=2 0 4 0 2 1 3 3 3 3 0 0 0 0 4 1 3 4 1 2 3 0 2 2 2 2 2 0 0 2
split_gain=0.000423223 0.00267864 0.00547621 0.00568112 0.00390243 0.00984299 0.00941918 0.00369063 0.00391917 0.00391788 0.00293073 0.00531918 0.00271041 0.00431559 0.00238355 0.0021846 0.00408664 0.00562376 0.00286138 0.00199437 0.0020727 0.00160023 0.00585363 0.010842 0.01059 0.0070257 0.00722481 0.00387027 0.00354763 0.00264565
threshold=-0.068524999999999989 85.968825637350008 39.468990633150007 85.807518149550006 -0.053019999999999991 62.079186690200011 0.087530000000000011 0.10500500000000003 0.10211000000000002 0.084535000000000013 86.036037090600004 86.345209775600011 86.388225105700016 86.458125017100016 40.79983011445001 64.071334164850015 0.087530000000000011 41.495754733000005 66.318885161900013 -0.074434999999999987 0.092095000000000024 86.232294534150014 -0.080319999999999989 -0.082885 -0.083794999999999994 -0.085249999999999992 -0.086894999999999986 86.135510041400025 86.388225105700016 -0.077279999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 2 -2 7 5 -3 -7 8 9 14 -6 -12 -13 -14 -4 16 -15 -18 -17 21 -21 22 23 24 25 26 27 -1 -23 -30
right_child=1 4 3 -5 10 6 -8 -9 -10 -11 11 12 13 15 -16 18 17 -19 -20 20 -22 28 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0038882063818498308 0.027233872678271882 0.099488635330848951 0.1000461364725449 -0.10028524019932357 0.068785873662543809 -0.053067103257407822 0.043165905526325869 -0.10009888744809664 0.063369059806140202 -0.081729292838150711 -0.055985406561648014 0.084125187860312242 -0.10030760671916468 0.071376944467647821 -0.019269448911935418 -0.044010807915377918 0.054468430268346024 -0.033669184847717658 0.002960919594959849 -0.05130957901146959 -0.0041060279533041777 -0.044224558611648757 0.064032529761442691 -0.095457883990005016 0.089403621800577551 -0.086109598304722729 0.086648297342208816 0.066762280139390867 0.00044294430570926673 -0.03158484153723104
leaf_weight=0.14020641088935012 0.018474766053822519 0.015120568492420744 0.0026143091963604093 0.010836597801357151 0.0061170238198542384 0.016679726352249541 0.02606514358667833 0.0041482711680309583 0.0071447762711613896 0.0068583852748226037 0.016406389485609907 0.0040775267989374689 0.0040549033101342493 0.012636404116904004 0.0046563857166098538 0.014678434832518406 0.012513131840023561 0.017177289502797066 0.11135197019020973 0.015837825295315005 0.022542243631837062 0.020381820562761277 0.016627030749191168 0.010736894962268151 0.014675506522067394 0.0088096583964585307 0.01029490670771338 0.0082076285452785669 0.41403591173705789 0.027505001276431407
leaf_count=404 38 14 3 27 5 27 45 18 9 49 37 4 6 24 95 38 21 21 593 28 28 19 14 23 5 12 8 9 1244 32
internal_value=-6.5557e-05 0.00300665 -0.0170791 -0.0396576 0.00728634 0.0301442 0.00561426 -0.0138141 0.00301085 -0.027511 0.000640155 -0.00152085 0.00354215 0.00163637 0.0236326 0.0040917 0.0237479 0.00347672 -0.00250976 -0.00141418 -0.0235849 -0.000146961 0.00710086 0.00219441 0.00794917 0.000813334 0.00563827 1.89236e-05 -0.00343504 -0.00155217
internal_weight=1.02147 0.311612 0.0547335 0.0362587 0.256879 0.0578654 0.0427449 0.0254221 0.0212739 0.0141291 0.199013 0.192896 0.17649 0.172412 0.00727069 0.168357 0.0423268 0.0296904 0.12603 0.709861 0.0383801 0.671481 0.209558 0.192931 0.182194 0.167519 0.158709 0.148414 0.461923 0.441541
internal_count=2900 1074 239 201 835 86 72 174 156 147 749 744 707 703 98 697 66 42 631 1826 56 1770 475 461 438 433 421 413 1295 1276
is_linear=0
shrinkage=0.1


Tree=788
num_leaves=31
num_cat=0
split_feature=0 1 2 0 3 3 3 2 2 2 3 3 0 0 3 0 0 0 4 1 0 2 1 4 0 3 1 0 3 4
split_gain=0.000393507 0.00259672 0.00297699 0.00220192 0.00199362 0.00558455 0.0034975 0.00360414 0.00352608 0.00335064 0.00297357 0.00658139 0.00228642 0.00191414 0.00271014 0.0018406 0.00237538 0.00175266 0.00652582 0.00264266 0.00386895 0.00374171 0.0032248 0.00199359 0.0019399 0.00154735 0.00582638 0.00313623 0.00866974 0.00524791
threshold=85.716110573100011 61.993156030000002 -0.01762 85.807518149550006 0.093480000000000021 0.099780000000000021 0.092095000000000024 -0.082314999999999985 -0.01762 -0.084239999999999995 0.083290000000000017 0.077600000000000016 84.280473931450004 83.680947768350009 0.10332500000000001 71.249517373150013 78.029808778150013 86.001087134900004 40.532725462000009 61.885617704800005 86.232294534150014 -0.082885 62.020040611300011 42.674081447500008 86.280686780500005 0.093295000000000031 61.928633034850002 87.29692395375001 0.087530000000000011 42.406961525800007
decision_type=2 2 2 2 2 2 2 2 2 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 13 -2 6 -6 7 9 -9 10 11 15 -7 -3 -15 -1 -17 18 -5 -19 21 -21 -23 -20 -22 27 -27 28 29 -26
right_child=3 2 -4 17 5 12 -8 8 -10 -11 -12 -13 -14 14 -16 16 -18 19 23 20 24 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.050924493564117948 0.023009169940779832 -0.0028575216875524716 0.047428782007779585 0.012478763494537672 -0.071106474410075435 0.035513369130096027 0.077699224522519039 -0.10017032045076985 0.0080705466716541174 0.083704778255704937 -0.034279897643979818 0.085370237194733967 -0.020163041354201678 -0.10012856213697226 0.003977956144757217 0.025104348387823463 -0.035946759331305499 -0.04960620683590114 -0.10015364967450852 0.056219171367493284 -0.04864185203815341 0.038674093734328605 -0.022536538166642084 -0.02811810828293303 -0.021621561296552096 0.10011284714194493 0.0040194860214636382 0.00079383535530452669 -0.060445313261280664 0.036421566806027539
leaf_weight=0.0065141953527378524 0.042349986573753995 0.0054741104715362024 0.0035522144051692911 0.023515265985508904 0.013220265379601415 0.014453174555427495 0.0068779132267905154 0.0061332135192699866 0.0059093669486998679 0.0059896729071624568 0.014511901371532243 0.010992426477345774 0.015062900799307499 0.0097009530826023746 0.0033689363695739169 0.022145108702676816 0.008948161845396374 0.010316139458822704 0.0093382483934956184 0.024133553619321901 0.0083440144444466569 0.015632790671588737 0.019150744579292223 0.0065272608519535416 0.037887779698621671 0.0065077916224254287 0.20733922531596272 0.38442673432206831 0.033574673838757008 0.026452674471784121
leaf_count=77 41 53 30 26 20 31 7 13 107 3 31 15 19 63 15 70 26 17 34 21 11 18 28 15 33 5 569 1451 33 18
internal_value=-5.63686e-05 -0.00472985 -0.0364364 0.000778657 0.000628088 -0.0170927 0.00923187 0.00342845 -0.0470559 0.0122266 0.00544286 0.0173041 0.0071001 -0.0525013 -0.0732937 -0.00259127 0.00753478 -0.000379143 -0.0209583 0.00066823 0.00134756 0.0259646 0.0049734 -0.0705174 -0.000711057 -0.000136593 0.0069438 -0.0032757 -0.0192532 0.00224206
internal_weight=1.00835 0.152855 0.0220962 0.855497 0.130758 0.0427363 0.088022 0.081144 0.0120426 0.0691015 0.0631118 0.0485999 0.0295161 0.018544 0.0130699 0.0376075 0.0310933 0.813147 0.0393808 0.773766 0.76345 0.0589171 0.0347835 0.0158655 0.704533 0.696189 0.213847 0.482342 0.0979151 0.0643405
internal_count=2900 580 161 2320 419 70 349 342 120 222 219 188 50 131 78 173 96 2279 75 2204 2187 67 46 49 2120 2109 574 1535 84 51
is_linear=0
shrinkage=0.1


Tree=789
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 0 1 3 4 1 0 0 1 0 3 2 4 2 0 0 2 0 0 4 2 4 0 2 1 3
split_gain=0.000432488 0.0049093 0.00274876 0.00699321 0.00323208 0.00270675 0.0021145 0.00384281 0.00215134 0.00437223 0.00491253 0.00305262 0.00291062 0.00238384 0.00199818 0.00208206 0.00187322 0.00324773 0.00401547 0.00503931 0.00341044 0.00248575 0.00537527 0.00238442 0.00319529 0.00315049 0.00234058 0.00433117 0.00297758 0.00608302
threshold=66.697957758300021 66.318885161900013 92.031298721500022 90.259604813550013 67.649671936450019 89.219171517050015 65.630639880500027 0.098005000000000023 36.921550069850007 65.555363052850012 90.259604813550013 88.576630023850015 63.565904036300005 82.401241698250018 0.10500500000000003 -0.26820499999999997 38.703421923500009 -0.033594999999999993 94.776214472700005 94.832672093450014 -0.024989999999999998 97.013011637200023 97.483491810050012 39.211875820650008 -0.071129999999999985 39.268993001500007 94.73051068445001 -0.02852 71.787208999250012 0.091975000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -2 -6 8 -8 9 10 11 12 13 14 15 -1 17 18 -4 -20 -19 -21 -23 24 -18 -25 27 -27 29 -28
right_child=2 -3 16 -5 5 -7 7 -9 -10 -11 -12 -13 -14 -15 -16 -17 23 20 19 21 -22 22 -24 25 -26 26 28 -29 -30 -31
leaf_value=0.050468266234075111 0.0841745630719309 0.052488311816146396 -0.073094811665383605 -0.080620384138686052 -0.10013748730651391 0.044762349420924864 -0.069140896369463745 0.01323272016880167 -0.00030412211754486559 0.082153630545790376 -0.10024181114079389 0.07727762707047181 -0.10013032131589833 0.086423111715141235 0.069577833702178168 -0.10008156680196463 -0.0045722018173180055 0.098431610835364877 0.10004823545590349 -0.077393032943076687 -0.003295626471220032 0.07909633015442108 -0.055858401379961058 -0.10023318463974072 0.064423573789739716 0.03214575553077955 -0.053729882209361861 -0.050148753678248309 0.0019618285446870421 0.056269887949187247
leaf_weight=0.0013143214441804214 0.0051009847952628792 0.018350639169511851 0.015891739386121585 0.014203430430510866 0.0025928134760138735 0.0025640491902667595 0.011902827114745662 0.010803711642957126 0.56099694674192002 0.0097576637635938823 0.0038860128261148921 0.0067274185075802953 0.0026153718958033595 0.0033822902464066829 0.0018363135895924643 0.0030511409907501516 0.012809980708017695 0.0037211994319732425 0.0036530725105876618 0.0066651814127841593 0.02881598177034711 0.0049400548766698211 0.0073314746985322452 0.0030834664454312257 0.014100795017823551 0.044399212520253251 0.025183803002771565 0.0074715473931076795 0.15540210515835293 0.0062811854262463376
leaf_count=5 8 34 50 68 29 16 33 11 937 5 3 13 22 9 5 64 36 11 2 38 161 8 218 11 30 115 96 33 802 27
internal_value=-5.78309e-05 0.00151854 -0.00280459 -0.0351812 0.0277357 -0.0280917 8.26825e-07 -0.0299477 0.00114649 0.0261319 0.00216997 0.0231969 -0.0066261 0.01889 -0.0179408 -0.0547551 -0.000473551 -0.0149176 -0.0345814 -0.00748743 0.00833867 -0.0282321 -0.00153072 0.00334362 0.0315804 0.000201318 0.0014985 0.0202919 -0.0037182 -0.0317712
internal_weight=0.998837 0.634625 0.364212 0.0244613 0.0102578 0.00515686 0.616274 0.0227065 0.593567 0.0325705 0.0228129 0.0189269 0.0121994 0.00958407 0.00620178 0.00436546 0.339751 0.0710187 0.0384815 0.0225898 0.0325372 0.0189367 0.0122715 0.268732 0.0269108 0.241821 0.238738 0.0518708 0.186867 0.031465
internal_count=2900 1141 1759 121 53 45 1107 44 1063 126 121 118 105 83 74 69 1638 488 316 266 172 264 226 1150 66 1084 1073 148 925 123
is_linear=0
shrinkage=0.1


Tree=790
num_leaves=31
num_cat=0
split_feature=2 4 2 2 4 4 2 1 1 0 2 4 3 0 3 2 4 1 0 4 4 4 4 4 3 4 3 3 0 1
split_gain=0.000426423 0.000741014 0.000563238 0.00176318 0.00438332 0.00368834 0.00443169 0.00505823 0.00473181 0.0038276 0.00329729 0.00599682 0.00295955 0.00587422 0.00356221 0.00215481 0.00210568 0.00190222 0.00388061 0.00161872 0.00169702 0.00225507 0.00199065 0.00311042 0.00193906 0.00356997 0.00354824 0.00296354 0.0028075 0.00337062
threshold=-0.62958999999999998 40.580626202750004 -0.11808 -0.088099999999999998 36.625813070500008 37.797539186950011 -0.092289999999999997 62.00390986255001 61.944763783650011 97.483491810050012 -0.11131999999999999 41.322103772800006 0.087725000000000011 85.968825637350008 0.085155000000000022 -0.087910000000000002 42.929886289700008 81.524804347700012 104.86330937810001 35.131296350900008 42.564639561200003 42.871500973550006 43.022303514600004 43.082598263550004 0.078295000000000017 41.532441862050007 -0.072169999999999998 -0.112455 95.238629271150003 62.106071271500007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 19 4 -4 -6 7 -7 -8 -10 -9 -12 14 -14 16 -5 -13 -17 -19 -2 24 -22 -23 -24 26 28 27 -21 29 -26
right_child=2 -3 3 15 5 6 8 10 9 -11 11 12 13 -15 -16 17 -18 18 -20 20 21 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.010345393557694874 -0.043923489262585109 -0.037477815273824731 0.038680382798924079 0.06303434782613887 -0.072891418173158293 -0.039140815052810814 0.020750486398871247 -0.024624795541216656 -0.074801046437064062 -0.00064936646685380319 0.056127085115678335 -0.066136705997405482 0.03127835894013746 -0.10016523663152666 0.05383668343224144 0.0020738603522185151 0.021942139676669165 -0.10006750523451791 0.00066617536807331203 -0.010521012141015503 -0.053196618221643149 0.062937489759699344 -0.10038555347056122 0.00073670725945038096 -0.014892901269183615 0.049595525365144562 -0.066103303516637263 0.068105468851134915 -0.027618632096873472 0.036090562633614771
leaf_weight=0.0055073495752135252 0.0067008084561615546 0.0078700849186452287 0.017043608620153694 0.0056589106939100011 0.01017806587538353 0.025412296434780046 0.010893290473177331 0.019379077760461327 0.025640748313591644 0.009555393694327563 0.029238515278752979 0.0057423522664450388 0.0061620306106728862 0.0075850240022816706 0.012428806401559446 0.5377005037141489 0.0051471613349596268 0.005600495127166834 0.012058245450580133 0.017857069812466264 0.0086976790239539498 0.0047889815878928701 0.0031772210204508147 0.071346863949968656 0.019708307307574564 0.028755988687912015 0.0080137606506225229 0.006552844786049671 0.01697644926903228 0.03791219648036917
leaf_count=28 123 21 54 11 21 37 10 20 60 21 40 16 12 34 15 1104 29 76 249 75 23 11 3 452 27 49 49 31 137 62
internal_value=-5.66949e-05 -0.0177895 0.00018638 -0.00114949 -0.00963244 -0.0145524 -0.0107749 4.02941e-05 -0.036844 -0.0546696 0.0116608 0.0222663 -0.00444437 -0.0412465 0.0172519 0.00163885 -0.0245044 0.00101326 -0.0312817 0.00450672 0.00595685 -0.00485925 0.000441556 -0.00357449 0.0129679 0.0196614 -0.00836814 0.0105863 0.00812221 0.0186524
internal_weight=0.98929 0.0133774 0.975913 0.745425 0.184406 0.167363 0.157185 0.111095 0.0460894 0.0351961 0.085683 0.0663039 0.0370654 0.0137471 0.0233183 0.561018 0.0108895 0.555359 0.0176587 0.230488 0.223787 0.0880107 0.0793131 0.0745241 0.135777 0.103353 0.0324237 0.0244099 0.074597 0.0576205
internal_count=2900 49 2851 1809 369 315 294 203 91 81 166 146 106 46 60 1440 45 1429 325 1042 919 489 466 455 430 275 155 106 226 89
is_linear=0
shrinkage=0.1


Tree=791
num_leaves=31
num_cat=0
split_feature=3 3 3 2 3 2 1 2 2 1 4 2 0 1 4 1 1 4 4 4 0 1 0 4 1 0 1 0 0 0
split_gain=0.000433223 0.00129949 0.000925769 0.00249361 0.00107492 0.00197412 0.00171434 0.00149985 0.0061986 0.00169141 0.00158008 0.00275797 0.00118218 0.00198446 0.00144142 0.00113039 0.00473642 0.000968155 0.00089771 0.00125342 0.00117421 0.000817057 0.00635372 0.00384153 0.0053665 0.00440589 0.00505894 0.00364565 0.00301341 0.00409144
threshold=-0.57253499999999991 -0.5582649999999999 -0.25765499999999997 -0.23280999999999999 -0.15684499999999998 -0.23955999999999997 74.292851976800009 -0.16717499999999999 -0.091779999999999987 64.84561010645001 41.558544840500012 -0.046474999999999995 75.994645973400011 55.855406118200008 44.921040431000009 57.960468834350003 59.74022811670001 43.245737185650007 39.530201452500002 40.21994457600001 86.597924839850023 66.697957758300021 90.337570099350003 38.238138001450004 63.910026677050006 88.232507383150008 64.321360770950022 90.837623311600012 92.031298721500022 90.259604813550013
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -9 -7 11 -10 13 14 -6 -14 -17 -12 -5 -20 -21 22 23 -18 -25 26 -26 -24 29 -23
right_child=1 2 4 18 12 7 -8 8 10 -11 17 -13 15 -15 -16 16 21 -19 19 20 -22 28 27 24 25 -27 -28 -29 -30 -31
leaf_value=-0.031586590384864478 0.047285376911911904 -0.10012169512072316 -0.10008624053809706 0.014523773441560292 -0.076979942143504454 0.013759939795466431 0.022364514141610087 -0.10012197815743545 0.07633525138343894 0.068309949405454207 -0.064462931639177046 -0.0024518778005337442 0.032019853400065322 -0.10005735451874798 0.037468606051618919 -0.10008112339406748 0.023390285675058121 0.0099882095883982169 -0.10008814273112335 -0.055962935032163 0.042851450418230908 0.026776064270689327 0.07907410054014348 -0.00075318225850832317 -0.081270163063786607 -0.096478138976879124 0.035918416094796436 0.005812304979480278 -0.0017586582916302971 -0.075582989629091352
leaf_weight=0.0043399130812057365 0.0057965925897320849 0.0033611687166943049 0.0027309929300822757 0.009410001275291166 0.0016213801628139277 0.012734750118085003 0.0019667085169940979 0.004795383812897124 0.00970074989348646 0.010266432305854778 0.0025087112225570252 0.0081976188317212095 0.010709566044930341 0.0031908089166009027 0.0034251461135577088 0.004766272072903476 0.060630271901794375 0.0057498192833023154 0.0019826122501156443 0.0023597596298291432 0.0024522314170103421 0.0056742875253668603 0.016352970771606579 0.43593002060752872 0.0063081160733418082 0.010771589728733488 0.00885446546611246 0.011617985108188122 0.30001949150945878 0.012524000010762371
leaf_count=36 12 62 40 56 53 24 14 33 15 32 21 30 28 53 15 34 84 40 7 31 24 40 35 523 12 19 38 35 1398 56
internal_value=-6.18062e-05 7.83141e-05 -0.000203611 -0.0217354 0.00023936 0.0133531 -0.0488218 0.0187667 0.00439379 0.038108 0.0235548 0.04025 -0.000622518 -0.0383306 0.000697846 -0.000271208 -0.000667136 -0.012628 -0.00547651 -0.0331754 -0.00560629 -0.000121674 0.00221013 -0.000275642 -0.00338234 -0.0475761 -0.0128358 0.0486442 -0.00415532 -0.0436671
internal_weight=0.98075 0.97641 0.970613 0.0195658 0.951048 0.0586512 0.0046977 0.0539535 0.0309523 0.0230012 0.0261569 0.0178984 0.892396 0.00823734 0.00504653 0.884159 0.873449 0.00825853 0.0162046 0.0067946 0.00481199 0.868683 0.550465 0.522494 0.461864 0.0259342 0.0151626 0.027971 0.318218 0.0181983
internal_count=2900 2864 2852 180 2672 249 54 195 139 56 106 45 2423 121 68 2302 2274 61 118 62 55 2240 746 676 592 69 50 70 1494 96
is_linear=0
shrinkage=0.1


Tree=792
num_leaves=31
num_cat=0
split_feature=4 4 2 3 3 4 4 3 2 1 0 4 4 2 1 2 3 0 0 1 0 2 2 4 4 2 4 4 1 1
split_gain=0.0004011 0.00231026 0.00327538 0.00158887 0.00276835 0.00352166 0.00258011 0.00196414 0.00213772 0.00177886 0.00142325 0.00120377 0.00154221 0.00442013 0.0012768 0.00119167 0.0033006 0.0027813 0.00421752 0.00119012 0.0011527 0.000899421 0.00272021 0.00248235 0.00324936 0.00193993 0.00398915 0.0058762 0.00186909 0.0012998
threshold=43.19689381845 43.104429861650011 -0.079824999999999993 0.086945000000000022 0.083795000000000022 43.968221017800005 43.673409002000007 0.096845000000000028 -0.097799999999999984 64.84561010645001 93.972365491700018 43.022303514600004 42.773538294100007 -0.081169999999999992 62.175971182900007 -0.088944999999999996 0.081550000000000025 86.280686780500005 95.502098167950024 62.046925192600007 100.87363751255002 -0.50001499999999999 -0.58180999999999994 41.061442884200012 39.852039223600009 -0.26138499999999998 39.091773401050006 35.818873074050011 78.285212300550015 81.524804347700012
decision_type=2 2 2 2 2 2 2 2 2 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 6 -6 10 8 -5 -10 -2 12 21 14 -14 16 -8 -17 -19 -9 -11 22 23 24 28 26 27 -23 -1 -27
right_child=3 2 -4 7 5 -7 15 19 9 20 -12 -13 13 -15 -16 17 -18 18 -20 -21 -22 25 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.067100383255881496 0.090369876246695444 -0.10026025820228307 0.011816649884038249 -0.0044249051068835712 -0.067303124470048173 0.023309236532243788 -0.0022980823141898923 0.021914037790150699 0.070536579588563839 0.050580233221894179 0.016413422054701209 0.024515584930294029 -0.026606120352999852 -0.089283257792427004 0.022118478318226373 0.050986426983622227 -0.10018161375927387 -0.087332188121757109 0.023272226665170547 -0.060498184123164794 -0.0260709688735066 0.075179362294403973 -0.072683083355410724 -0.041152087461599041 0.044355508079485274 0.00059684646717546861 0.090271138745585955 -0.10016688831918641 0.038168156455639313 -0.030274580000576912
leaf_weight=0.0055480078897369696 0.0050845300520884623 0.0055520283390800632 0.004916667499983006 0.010861735460764521 0.012507801948816278 0.0065276096432475379 0.051684027256658993 0.003031094290577129 0.014422090930565901 0.0038366727190799477 0.0053297395333524733 0.019022098324611325 0.010030321075991111 0.0075662510353003204 0.011595147274205485 0.012804732171045816 0.0036908778452158222 0.0050327738747863995 0.010945425620727978 0.0041534052517969156 0.0040149929436359422 0.0037732327463292428 0.0067192088099997166 0.011351421426090247 0.014528943297408947 0.69174265117752209 0.0071498312366631289 0.0038728216576342442 0.0024234547669423302 0.013912704820437716
leaf_count=30 37 27 17 32 33 48 379 8 17 23 20 33 22 38 28 31 15 25 80 38 28 18 58 39 40 1302 12 25 41 356
internal_value=-6.73425e-05 -0.000946888 -0.0476229 0.00461647 -0.00143614 -0.0362304 0.00556722 0.0216706 0.0319479 0.0496849 0.052521 -0.000343063 -0.000941463 -0.0234978 -0.000480957 -0.000243155 -0.00882227 0.016262 -0.0115657 -0.025729 0.0113842 -7.62349e-05 -0.0145632 -0.00302704 0.016207 0.000739574 0.0365753 -0.0136357 -0.035097 -1.18147e-05
internal_weight=0.973632 0.819705 0.0104687 0.153928 0.113608 0.0190354 0.0945721 0.04032 0.0331355 0.0222738 0.0104143 0.809236 0.790214 0.0291917 0.0216255 0.0841578 0.0553749 0.0287829 0.0159782 0.0071845 0.00785167 0.761022 0.040571 0.0338518 0.0225004 0.720451 0.0147959 0.00764605 0.00797146 0.705655
internal_count=2900 2086 44 814 668 81 587 146 100 68 57 2042 2009 88 50 530 394 136 105 46 51 1921 208 150 111 1713 55 43 71 1658
is_linear=0
shrinkage=0.1


Tree=793
num_leaves=31
num_cat=0
split_feature=1 4 1 4 4 4 1 3 3 3 0 1 4 3 3 3 2 0 2 1 0 3 1 1 1 1 0 4 2 2
split_gain=0.000394644 0.00139492 0.000639471 0.000909004 0.000545857 0.00173197 0.00244733 0.00481235 0.00205303 0.00231765 0.00126178 0.00120905 0.00194172 0.0011099 0.00190818 0.00144572 0.00108443 0.000637307 0.000634285 0.00136562 0.000999121 0.00621994 0.000985878 0.00116393 0.00130726 0.000644376 0.00236404 0.00313717 0.0024555 0.00760883
threshold=89.619751778500017 45.027406014450008 90.988176966900014 48.988717865950008 48.680511450650009 48.988717865950008 55.788194664950005 -0.25095999999999996 -0.24266999999999997 0.077600000000000016 76.591483678350016 64.84561010645001 50.448116877400004 0.075065000000000021 -0.15959999999999999 -0.25276999999999999 -0.15895000000000001 71.144667506050013 -0.62958999999999998 58.549241164900003 83.011521693850014 0.099780000000000021 61.614083433650009 61.767325547050007 61.86411003975001 68.961639504150014 93.262612545250008 34.394321486900004 -0.060760000000000002 -0.069554999999999992
decision_type=2 2 2 2 2 2 2 2 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 10 -6 -7 -8 -9 11 13 -10 -13 14 15 -1 -11 -16 -12 -20 21 -21 -22 -24 -25 -26 27 -27 29 -28
right_child=1 2 3 -5 5 6 7 8 9 16 18 12 -14 -15 17 -17 -18 -19 19 20 22 -23 23 24 25 26 28 -29 -30 -31
leaf_value=0.013609906994521345 -0.10003131177908869 0.036666948149375156 0.011284488896363236 -0.10002245217724758 0.039528439493176297 0.082588232193935032 -0.10014897483070073 0.10007766295520389 -0.10008066306215274 0.06343951626136915 -0.022930562656370661 0.066520173110297606 -0.10006981646148148 -0.070968248742745751 0.099464133407637823 -0.10011027075538137 -0.022662407837023224 0.0069004713941781927 0.038519933683641816 -0.1000673621230983 -0.027751542042390151 0.070398030040992626 0.028121926817449728 -0.026472832649886441 0.0027924581670750463 0.037817229142835272 -0.003197030788587807 -0.074565879396416249 0.012621827944540304 -0.10017258795451001
leaf_weight=0.0020127881684698454 0.0017871651060681693 0.002696595683815417 0.0019950666155303109 0.0011604833413110718 0.014124142923094496 0.002782985499379719 0.0051955529969180932 0.0022397779393941155 0.002685933312335468 0.0045172738061864939 0.011838908645903312 0.0015960643914252337 0.0012457717389127154 0.0046203189173055215 0.001499267184356395 0.0025144505200724865 0.0021632820496195757 0.0014761897831853527 0.0092850987664122586 0.0054582252614714388 0.01234598073672899 0.0035214642396943496 0.015215241437545046 0.017963464300919441 0.54993182738055701 0.0033694491576170731 0.1755241603502683 0.0094512623309995041 0.088265327801067717 0.00848180306284263
leaf_count=85 262 21 38 59 29 6 16 1 9 20 38 16 46 41 43 22 58 35 26 73 38 14 12 21 785 8 601 71 377 29
internal_value=-6.71426e-05 -0.0227059 0.000908189 -0.0296497 0.000113135 0.0120986 -0.00517647 -0.0176104 0.0120706 -0.00407551 -0.000361606 -0.0519746 -0.00650765 -0.0324106 -0.00866605 -0.0495508 0.0355582 0.0535413 6.50449e-05 0.000367936 -3.03029e-05 -0.0332179 0.000308138 0.000707152 0.000218138 0.000792328 -0.00306585 -0.0450301 -0.00108983 -0.00766714
internal_weight=0.966965 0.00763931 0.00585215 0.00315555 0.959326 0.0365508 0.0224266 0.0196437 0.0144481 0.0122083 0.922775 0.00552777 0.00284184 0.012123 0.0075027 0.00452724 0.00668056 0.00297546 0.910652 0.898813 0.889528 0.00897969 0.880549 0.868203 0.852987 0.835024 0.285092 0.0128207 0.272271 0.184006
internal_count=2900 380 118 97 2520 201 172 166 150 149 2319 71 62 226 185 107 78 78 2093 2055 2029 87 1942 1904 1892 1871 1086 79 1007 630
is_linear=0
shrinkage=0.1


Tree=794
num_leaves=31
num_cat=0
split_feature=3 3 2 2 2 2 2 4 0 3 1 4 2 0 1 0 4 4 4 2 1 0 2 2 1 2 4 2 2 2
split_gain=0.000407937 0.00479344 0.0021967 0.00261526 0.00264088 0.0046419 0.00258412 0.00358855 0.0025286 0.00356184 0.00471856 0.00245082 0.00338862 0.00239549 0.00244856 0.00195658 0.00276319 0.00107251 0.000930674 0.000698608 0.000591763 0.00470824 0.00471623 0.00298828 0.00739337 0.00705483 0.00513746 0.0152273 0.00692024 0.00438322
threshold=0.10236000000000002 0.10176000000000003 0.20327000000000003 0.0043900000000000007 -0.033594999999999993 -0.054494999999999995 -0.071129999999999985 42.526729949000007 84.280473931450004 0.11207500000000002 65.630639880500027 40.259171735100004 -0.23280999999999999 86.345209775600011 66.697957758300021 91.821598987350015 40.878805547300004 36.735256530150004 42.871500973550006 -0.024989999999999998 62.197478847950002 86.780739992750014 -0.072569999999999982 -0.084239999999999995 62.116825104000007 -0.082885 42.871500973550006 -0.079074999999999993 -0.076709999999999987 -0.065399999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 3 4 5 6 7 8 -2 10 -10 12 -11 -5 -15 -12 -17 -14 -9 -6 21 23 -23 24 -1 -25 27 -27 -29 -30
right_child=2 -3 -4 13 19 -7 -8 18 9 11 15 -13 17 14 -16 16 -18 -19 -20 -21 -22 22 -24 25 -26 26 -28 28 29 -31
leaf_value=-0.002124420212632999 0.031182382331756443 0.073037861799197148 0.044459850655780932 -0.10039126060030562 0.042805069515490762 -0.059497402575353943 0.034555897293147113 0.068063751374549328 -0.096012662298930601 0.026321393376957727 0.048586807886912803 0.019603051145815203 -0.035276507078230664 0.022928646673671942 -0.071583126650181655 -0.10009837230428516 0.035225497755483746 -0.10022919997042412 0.013910579849386382 0.0093987179821249933 0.0024466207211052832 -0.051329542465606309 0.0043175723405955218 0.081093869241610564 -0.10027316346498388 -0.10023142277643618 0.059335538612254379 0.085709353727254911 -0.027923448208127494 0.019480611506978648
leaf_weight=0.13823875512311795 0.0090483345949614741 0.00909506638254165 0.0086253024897616215 0.0053064682722943094 0.012798619914974552 0.015901894289800822 0.016723066917496254 0.0061250505134431421 0.012973563942068719 0.0059242520420996056 0.0040745013393461722 0.018414172110183813 0.0049249898955496304 0.0062187998737499584 0.0049018923304608684 0.0034447349804580824 0.0026850398490800842 0.0052544268368419998 0.0065859902063353237 0.012253315580025417 0.44303284008856875 0.036207599467843465 0.02628822862970992 0.013679824317833322 0.0081260546678976198 0.013837286932812276 0.015492679374044416 0.011242729705557508 0.030718575113496627 0.053437727441360661
leaf_count=334 15 22 35 11 14 30 38 17 14 17 3 33 23 15 37 35 11 20 24 29 1787 35 19 8 16 21 63 6 22 146
internal_value=-7.30711e-05 0.000854669 -0.00464585 -0.00740408 -0.00288727 -0.00944814 -0.0011731 -0.00869306 -0.0179674 -0.0256755 -0.055997 -0.00531536 -0.033809 -0.0451099 -0.0187312 -0.00512172 -0.0408221 -0.0688039 0.0400053 0.0264655 2.39608e-05 -0.00306677 -0.0279222 0.00238794 -0.00757356 0.012922 0.00544519 -0.00219792 0.0120215 0.00217727
internal_weight=0.961582 0.799397 0.162184 0.153559 0.137132 0.11208 0.0961781 0.0794551 0.066744 0.0576957 0.0231778 0.0345178 0.0161037 0.0164272 0.0111207 0.0102043 0.00612977 0.0101794 0.012711 0.0250519 0.790302 0.347269 0.0624958 0.284774 0.146365 0.138409 0.124729 0.109236 0.095399 0.0841563
internal_count=2900 2479 421 386 323 280 250 212 171 156 63 93 60 63 52 49 46 43 41 43 2457 670 54 616 350 266 258 195 174 168
is_linear=0
shrinkage=0.1


Tree=795
num_leaves=31
num_cat=0
split_feature=2 3 3 2 3 2 4 4 3 0 4 2 1 2 1 0 4 2 0 2 4 1 4 4 1 4 0 4 4 3
split_gain=0.000433313 0.00163792 0.00677723 0.00446222 0.00352746 0.00170736 0.00204385 0.00281047 0.00164471 0.00400237 0.00340492 0.00624962 0.00390159 0.00302014 0.00379144 0.00349653 0.00245601 0.00155664 0.0013211 0.00127283 0.00369838 0.00260497 0.00526647 0.00982497 0.00571073 0.00696452 0.00441957 0.00307317 0.00397859 0.00651954
threshold=-0.11808 0.085345000000000018 0.088565000000000019 -0.14581999999999998 0.090390000000000012 -0.24103499999999997 40.036761086100007 38.828362408050005 0.093925000000000022 85.839779647100016 41.621607100200002 -0.5169149999999999 65.848404989100018 -0.59511499999999995 70.96454081135002 97.32487278035002 42.233786329550007 -0.25167499999999993 88.028184565250015 -0.088099999999999998 35.461062230100005 62.197478847950002 41.395309858300003 41.621607100200002 61.917879202350001 44.215931556700006 88.76213363490001 37.797539186950011 41.21013581150001 0.088165000000000021
decision_type=2 2 2 2 2 2 2 2 2 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 6 7 18 16 -10 12 -12 -11 -14 -15 -16 17 -6 -1 20 -2 22 -22 -24 -25 -26 -23 -28 -29 -30
right_child=19 2 4 -5 8 -7 -8 -9 9 10 11 -13 13 14 15 -17 -18 -19 -20 -21 21 26 23 24 25 -27 27 28 29 -31
leaf_value=0.017558690826459694 0.049250480851845801 0.00682406405673356 -0.066642261802698652 0.086337298089297868 -0.043571884862800489 0.0004505993243289581 -0.07377427009242106 0.033965824073210159 -0.066232384378865111 0.045433148199152673 0.037307682446914563 -0.09317985873171368 0.042730484445367492 -0.10016296458235455 0.099015633410280524 -0.03688576634691635 0.072535985341642059 0.036347713629849086 -0.10015281355180367 0.0010900004233882707 -0.070916171447200443 0.055230523760090355 0.086934818059925728 0.038952021893334236 -0.1001470681899763 0.023829523630059253 -0.056131248493047139 0.021228762691248966 -0.0045180266090696797 -0.1002446878123605
leaf_weight=0.0013359184053456713 0.010355293545528443 0.011985417615425105 0.0076232977946217853 0.01716691369256295 0.0047084537124252859 0.086228256895212296 0.0073900587801536506 0.0069211023187563114 0.0086692920153428332 0.025994538096711036 0.0065764970922131067 0.0083062017791052933 0.0069207924865040049 0.005828942575888626 0.0026824054543510573 0.0064343703440464615 0.0080002062873407633 0.005052235268076753 0.0033302674775135379 0.54500464216355737 0.020036070764035671 0.011567182640646934 0.0085266938840504736 0.0076329604416969224 0.014686347065152816 0.0065529841403604286 0.01264788646025998 0.036928963523710556 0.037141379336225938 0.0088003677039836248
leaf_count=12 37 44 26 15 27 483 163 26 25 23 28 25 22 11 5 69 16 16 55 1440 26 15 6 11 51 13 32 51 87 40
internal_value=-8.23263e-05 0.00368455 0.0113779 0.053647 -0.00135224 -0.00552575 -0.0326807 -0.00647241 0.00422927 -0.00254355 0.00625632 -0.0355189 0.0192466 -0.0118836 -0.0371732 0.00310015 0.0314615 -0.00220466 -0.0664523 -0.00129188 -0.00871504 -0.0123635 -0.0295453 -0.00738133 -0.0352352 -0.0618965 -0.00314813 -0.0102177 -0.0032103 -0.0228549
internal_weight=0.951036 0.231155 0.12595 0.0291523 0.0967972 0.105206 0.0189773 0.0115873 0.0891739 0.071413 0.0627437 0.0148827 0.047861 0.0218665 0.0149457 0.00911678 0.0177609 0.00976069 0.00466619 0.719881 0.174876 0.164521 0.0574351 0.037399 0.0288723 0.0212393 0.107086 0.0955186 0.0828707 0.0459417
internal_count=2900 1091 352 59 293 739 256 93 267 208 183 53 130 107 85 74 59 43 67 1809 369 332 107 81 75 64 225 210 178 127
is_linear=0
shrinkage=0.1


Tree=796
num_leaves=31
num_cat=0
split_feature=3 2 2 3 1 3 3 0 0 0 3 1 2 3 4 4 3 1 3 0 0 2 3 3 2 1 4 4 1 2
split_gain=0.000397052 0.00243176 0.00255557 0.0017692 0.00159761 0.00123648 0.0014665 0.00107104 0.0010713 0.00132799 0.00104175 0.00222151 0.000778617 0.00265061 0.00131714 0.00161507 0.0018176 0.00202381 0.00201389 0.0015369 0.00120613 0.00089532 0.00262271 0.00606729 0.00261485 0.0032543 0.0024037 0.00198469 0.00292326 0.00226777
threshold=0.11614000000000002 -0.033594999999999993 -0.088099999999999998 0.11263500000000003 67.649671936450019 0.11048000000000002 0.10818500000000002 87.735142629050017 91.144107538500023 98.327667663000014 0.10500500000000003 62.068432857650002 -0.25167499999999993 0.10045500000000003 39.091773401050006 40.036761086100007 0.088105000000000017 64.071334164850015 0.092425000000000021 96.588235252600015 98.031937268650012 -0.117115 0.085765000000000022 0.087605000000000016 -0.14869999999999997 62.106071271500007 35.337501601400007 35.337501601400007 70.73871032835001 -0.11131999999999999
decision_type=2 2 2 2 2 2 2 2 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 7 5 -3 6 10 -2 -9 -10 12 -12 13 14 19 -16 17 -17 -18 -1 -21 22 26 -24 -25 -26 -14 28 -23 -29
right_child=1 4 -4 -5 -6 -7 -8 8 9 -11 11 -13 21 -15 15 16 18 -19 -20 20 -22 27 23 24 25 -27 -28 29 -30 -31
leaf_value=-0.067746337805140874 -0.023047048563261129 0.053168535162532796 -0.061336350829280975 0.035456129001345066 -0.020273353815679296 -0.033753040211220851 0.036220883078159564 0.049458143578227774 -0.05665608593455445 0.034029777639512926 -0.062276715820744892 0.0021602915385380388 -0.074856281429486859 -0.1001249372178277 0.035299989855985911 0.034884940522821484 0.049226515956424306 -0.10009500624928631 -0.019952143853411958 0.06924871033569735 -0.042448004518747084 0.054902384563330298 0.080826196240729287 0.041767235037992331 0.020370692180091955 -0.043360207880116831 0.0010187238368565014 -0.035263547423218855 -0.049543031989788287 -0.00039006342282513293
leaf_weight=0.0063233719329249425 0.014310049428843286 0.0087268227213468056 0.011329961259385159 0.014169166077033002 0.0044838775568498751 0.010824426540512189 0.011190926240448817 0.0055923259205883386 0.0031603560244448659 0.0033018853401407446 0.0083773534479974383 0.014806795247492909 0.0043752184376590056 0.0031840404949504261 0.010957841968518386 0.0015517003682070643 0.0064168713501170224 0.0039091817933084583 0.012225733427598195 0.0018952743421891678 0.0019732784663202252 0.013158022820638963 0.014396898088109955 0.014548516515771048 0.017201215018758372 0.014998631521426015 0.09135231149940988 0.019256522969986589 0.0033650188852626115 0.5890976994496806
leaf_count=41 33 34 43 40 31 30 30 8 11 29 14 51 64 17 33 8 23 83 43 9 68 34 23 38 16 36 514 24 93 1379
internal_value=-8.87375e-05 -0.00867805 -0.0216171 0.00040279 0.0282414 -0.000164589 0.000255942 -0.00454812 0.0174121 -0.0103201 -0.000215694 -0.0211234 0.000368182 -0.011935 -0.00572993 0.00346832 -0.0110029 -0.0617407 0.00385947 -0.0373729 0.0122742 0.00113049 0.00788476 0.0240633 0.00658222 -0.00931505 -0.00244914 -0.000565143 0.0336314 -0.00149393
internal_weight=0.940461 0.0509053 0.0376946 0.889556 0.0132107 0.875387 0.864562 0.0263646 0.0120546 0.00646224 0.853371 0.0231841 0.830187 0.0484373 0.0452533 0.0350613 0.0241035 0.00546088 0.0186426 0.0101919 0.00386855 0.78175 0.156873 0.0611453 0.0467484 0.0321998 0.0957275 0.624877 0.016523 0.608354
internal_count=2900 189 124 2711 65 2671 2641 81 48 40 2611 65 2546 325 308 190 157 91 66 118 77 2221 691 113 90 52 578 1530 127 1403
is_linear=0
shrinkage=0.1


Tree=797
num_leaves=31
num_cat=0
split_feature=2 4 4 3 3 3 1 1 4 0 1 4 1 1 2 2 4 4 3 3 1 2 4 4 0 1 3 2 3 0
split_gain=0.000407353 0.00207674 0.0029526 0.00214211 0.00239766 0.00324997 0.00303657 0.00279403 0.00154902 0.00220113 0.00192436 0.00425908 0.00161363 0.00232949 0.00134804 0.0018579 0.00166425 0.00154124 0.00144397 0.00171426 0.00124059 0.00117634 0.00193995 0.00463089 0.0038914 0.00189548 0.0013529 0.00192394 0.00151277 0.00132975
threshold=-0.0039949999999999994 41.289992964000007 41.872669623500009 0.11747500000000002 0.10273500000000002 0.095290000000000027 61.614083433650009 62.305017173150013 36.514114975300011 95.590817286200021 65.727424373200009 38.828362408050005 76.919475570250015 79.215418813700012 0.06041500000000001 0.090855000000000033 43.812290675100009 42.049402686800001 0.079785000000000009 0.070195000000000021 72.303392960300016 -0.031989999999999998 40.305698932850007 41.872669623500009 93.262612545250008 62.154463517850012 0.11614000000000002 -0.074434999999999987 0.11112000000000002 87.735142629050017
decision_type=2 2 2 2 2 2 2 2 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 3 -3 4 5 6 -2 -7 9 -8 -10 -12 -13 -14 16 -16 -4 -17 19 -19 -11 26 24 -24 -23 -25 28 29 -1 -28
right_child=1 2 14 -5 -6 7 8 -9 10 20 11 12 13 -15 15 17 -18 18 -20 -21 -22 22 23 25 -26 -27 27 -29 -30 -31
leaf_value=3.0635004513516718e-05 -0.10010396186407555 -0.079052082350897002 -0.10005990448342146 0.066225486757144097 -0.041202809376352234 0.10003470639937449 0.067209647417632856 0.0027741374279620702 0.025716472521193762 0.032289065479725786 -0.083062287858828826 -0.021777281135087589 0.10003877782549141 -0.0089581870499280299 0.10001095475398941 0.074336370266828197 0.0040037601245681139 -0.033590682257983707 -0.05572693870557769 0.075730357091850956 -0.10006324492243211 -0.047718091106948614 0.06876138595515173 0.032117898031963493 0.031539026211963771 -0.026651290218836388 -0.026937227888978989 -0.061567014899318762 0.040736235036013486 0.016000962648419523
leaf_weight=0.71414765062924135 0.0031215003791296428 0.0082857441044682234 0.0030984838364291637 0.0049577274515172623 0.012738808276759675 0.0061855252943132655 0.0069981867885804449 0.0056529811737078273 0.012083063196769217 0.0013494006125256415 0.0080646936927958462 0.010488455795960583 0.0034363659215159714 0.0045663490035856361 0.001882625732832822 0.0020309902362622987 0.0030491494736986091 0.0032264095359997701 0.0057343448956781989 0.0025825293821846174 0.0014904778628798162 0.012375487866826518 0.016089952219658699 0.0095812568893705041 0.012403880370190246 0.012846366934917697 0.015422764006943975 0.0082605803806376672 0.0092481247991250681 0.013548261679455706
leaf_count=1873 17 45 89 26 33 10 17 32 26 2 43 39 4 48 10 11 34 46 101 14 59 19 38 39 24 39 38 29 37 58
internal_value=-8.19776e-05 -0.00576825 -0.0283012 0.00253308 -0.00161219 0.00633802 -0.00450371 0.053592 0.00165212 0.0370779 -0.00736782 -0.0224213 0.00402644 0.0378451 -0.00883728 0.00691605 -0.0484456 -0.00599535 -0.0201294 0.0150111 -0.0371745 0.000684247 0.0137826 0.0278243 -0.00804413 -0.00154463 -0.000405756 -0.0189957 0.000551029 -0.00685724
internal_weight=0.934948 0.111024 0.0298903 0.0811335 0.0761758 0.063437 0.0515985 0.0118385 0.048477 0.00983807 0.0386389 0.0265559 0.0184912 0.00800271 0.0216045 0.0154569 0.00614763 0.0135743 0.0115433 0.00580894 0.00283988 0.823924 0.0632969 0.0385176 0.0247794 0.0224276 0.760627 0.0372316 0.723396 0.028971
internal_count=2900 706 350 356 330 297 255 42 238 78 160 134 91 52 305 182 123 172 161 60 61 2194 159 116 43 78 2035 125 1910 96
is_linear=0
shrinkage=0.1


Tree=798
num_leaves=31
num_cat=0
split_feature=2 4 2 1 1 0 3 3 2 4 2 0 0 2 3 3 2 1 1 2 3 4 0 2 4 4 0 0 3 3
split_gain=0.000398866 0.00110746 0.000573959 0.00166253 0.00216178 0.00165802 0.00158468 0.00194343 0.00187079 0.00316754 0.0015262 0.00210293 0.00245332 0.00162817 0.00263098 0.00208741 0.00157656 0.0019151 0.00141617 0.00133941 0.00112994 0.00190849 0.00104797 0.000978181 0.00161965 0.00400261 0.00321549 0.00157013 0.00203589 0.00111227
threshold=0.68694500000000025 41.43512228960001 -0.0039949999999999994 60.474177186300004 61.82916008405001 85.872041144650012 -0.15517999999999998 -0.11050499999999999 0.26077000000000011 37.962710038050005 0.010100000000000003 86.280686780500005 96.588235252600015 0.098830000000000015 0.11112000000000002 0.082325000000000023 0.06041500000000001 71.787208999250012 69.563854125350005 0.090855000000000033 0.087605000000000016 41.061442884200012 75.309089150100007 -0.031989999999999998 40.305698932850007 41.872669623500009 93.262612545250008 86.866770652900016 0.10461500000000003 0.11614000000000002
decision_type=2 2 2 2 2 2 2 2 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 22 -5 -6 18 -8 10 -10 -9 -12 13 -13 15 -15 17 -14 -7 -18 21 -21 -4 29 26 -26 -25 28 -27 -1
right_child=1 -3 3 4 5 6 7 8 9 -11 11 12 16 14 -16 -17 19 -19 -20 20 -22 -23 -24 24 25 27 -28 -29 -30 -31
leaf_value=0.00049644350077250664 0.061448202853119388 -0.019403973162897794 0.012553277232661912 0.054781475814289798 -0.055789775447573381 -0.00045581161012027611 0.065973959264994927 -0.031826265063331881 0.041288063331709271 -0.085116680495518612 0.078521352764849339 0.015766934986294973 0.072269871597181651 -0.0075962551008318668 0.019017502557831963 -0.093421903188254274 0.095803371775170731 -0.10003706544633922 -0.095022474263896678 -0.10005701437755654 0.04396178698219709 0.058042254246857633 -0.10006522824135243 -0.043937651392319615 0.064960966527417799 -0.10006685678717542 0.028672201757877755 0.013885223693318557 0.022516501896238425 -0.017326275059666409
leaf_weight=0.72324995340257237 0.0036607630644767122 0.0031535001892777359 0.0011370157280312923 0.0057409252131037638 0.0068523790356814626 0.0028808698116335732 0.0041437533839001331 0.011179057021233126 0.0028615414544314061 0.0064527596370705636 0.004004152534342601 0.01067392594268313 0.0010034945794643586 0.0045726993028271691 0.0062935582427598993 0.0074520966865210259 0.003671809821093496 0.0018057888347011507 0.0035166004550516994 0.0016226739619773231 0.0097326073103156663 0.0014421187652853273 0.0030234978518038913 0.012110876339843313 0.015367051177520352 0.0031637507196109462 0.012286268282967971 0.016714848202656007 0.0023696179822536578 0.036797307301281945
leaf_count=1910 21 23 63 11 32 10 19 40 32 46 12 36 3 20 14 52 20 62 66 22 49 24 29 19 38 32 24 32 14 125
internal_value=-7.34119e-05 0.0240315 -0.000251541 -0.00740243 -0.00471768 -0.0085062 -0.00461702 -0.000639338 -0.0044326 -0.0462826 0.00171049 0.00888237 0.00310568 -0.0152779 -0.0333674 -0.0607848 0.0307521 -0.0384879 -0.0524378 0.042563 0.0272873 -0.0256644 -0.069288 0.000618885 0.0126953 0.0257108 -0.00737173 -0.00139974 -0.0475716 -0.000366434
internal_weight=0.928937 0.00681426 0.922123 0.100063 0.0959028 0.0901619 0.0833095 0.076912 0.0727683 0.0093143 0.063454 0.0522749 0.0482708 0.0289923 0.0183184 0.0120248 0.0192785 0.00280928 0.00639747 0.0164692 0.0127974 0.00306479 0.00416051 0.82206 0.0620124 0.0376153 0.0243971 0.0222482 0.00553337 0.760047
internal_count=2900 44 2856 662 570 559 527 451 432 78 354 314 302 122 86 72 180 65 76 115 95 46 92 2194 159 116 43 78 46 2035
is_linear=0
shrinkage=0.1


Tree=799
num_leaves=31
num_cat=0
split_feature=1 0 0 2 4 4 2 1 2 3 2 2 3 3 3 4 2 2 2 0 0 2 1 1 2 3 2 2 0 1
split_gain=0.000412043 0.00313151 0.0018759 0.00305194 0.00474114 0.00401884 0.00347875 0.00487228 0.00336245 0.00327701 0.00266144 0.00263402 0.00257613 0.00176279 0.00768391 0.00396068 0.00332379 0.00721043 0.00831081 0.00584774 0.00527322 0.00364238 0.00385218 0.0044887 0.00261067 0.00310592 0.00295596 0.00482246 0.0050122 0.00631504
threshold=68.961639504150014 92.031298721500022 89.057864029250013 -0.079074999999999993 40.21994457600001 36.82350895510001 -0.053019999999999991 64.434276012450013 -0.23280999999999999 0.095290000000000027 -0.08756499999999999 -0.11420499999999999 0.091705000000000023 0.083415000000000031 0.085765000000000022 42.102795028150005 -0.082509999999999986 -0.076709999999999987 -0.065399999999999986 86.597924839850023 86.345209775600011 -0.048664999999999993 61.950140699950005 61.614083433650009 -0.12835499999999997 0.093925000000000022 -0.08725999999999999 -0.091779999999999987 85.737618238150006 61.614083433650009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 13 8 5 -5 -6 -8 12 10 11 -10 -4 16 15 -15 19 -18 -19 -1 21 -20 23 -23 25 -16 27 28 29 -26
right_child=1 -3 3 4 6 -7 7 -9 9 -11 -12 -13 -14 14 24 -17 17 18 20 -21 -22 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0038312872636477278 -0.10009047954202835 -0.0020457753796959033 -0.070858853655105331 -0.019901677493976051 -0.10037691480425799 0.053178198614167484 0.06721016579449024 -0.05931504865796916 0.050788640485005025 -0.0078116281371634249 0.069310665942375768 -0.0012730957256297782 0.022274630516970401 -0.022261213283324616 0.04912031174470996 -0.10029418072680701 0.076200425853523213 -0.055006403483191926 0.10002984512890621 -0.082687387626412631 0.098843938126879916 -0.059106340464351648 -0.073291430936233123 0.100069342893898 0.01864156966151722 -0.0029105398694392634 0.0017341728403881115 -0.060973570594227845 0.015612223910999715 -0.10017219809082614
leaf_weight=0.073115722160577934 0.0032939686949672855 0.29551224199757281 0.0062900981463984706 0.014807901339736418 0.0073187335933653222 0.015300062553134097 0.0047099760069500016 0.0086021381633875627 0.02005043312988164 0.017621823049921659 0.021628441943903454 0.018858535044273594 0.0056267981090059038 0.014433835552168262 0.021083714832713984 0.011840190880505475 0.019176632823210582 0.015822337700228672 0.0032196918036788693 0.0087466463061218747 0.0089925399879575707 0.0030851457755544653 0.0066040822034096891 0.0041610151238273829 0.0079119045094557805 0.025168043167354881 0.19174517106882127 0.022045593045547096 0.036802290667992565 0.010293435121813133
leaf_count=279 62 1584 41 20 7 31 18 39 34 23 8 29 9 24 28 25 15 15 4 17 14 81 25 4 19 39 304 38 38 26
internal_value=-7.2147e-05 -0.0031266 0.00138801 0.011547 -0.00806842 0.0172356 -0.0449962 -0.014549 0.0225962 0.0301404 0.0411879 0.0255552 -0.026884 -0.00156615 -0.00547037 -0.0574262 0.00775775 0.025415 0.00216329 -0.00541287 0.0368706 0.00422269 -0.0180491 0.0322983 -0.00113745 0.0208076 -0.00491349 -0.0214561 -0.0056185 -0.0485366
internal_weight=0.923869 0.298806 0.625063 0.140815 0.0507388 0.030108 0.0206308 0.0133121 0.0900761 0.0781592 0.0605374 0.038909 0.0119169 0.484248 0.341324 0.026274 0.142924 0.0610614 0.0418848 0.0818624 0.0260625 0.0170699 0.0138502 0.00724616 0.31505 0.0462518 0.268798 0.0770532 0.0550076 0.0182053
internal_count=2900 1646 1254 259 115 51 64 57 144 94 71 63 50 995 541 49 454 158 143 296 128 114 110 85 492 67 425 121 83 45
is_linear=0
shrinkage=0.1


Tree=800
num_leaves=31
num_cat=0
split_feature=3 3 4 2 4 2 2 4 3 3 4 1 1 3 0 4 3 3 2 0 4 3 1 1 3 1 3 4 2 2
split_gain=0.000444371 0.00214526 0.00300954 0.00173621 0.00140613 0.00294866 0.00113503 0.00135803 0.0015052 0.0016933 0.00113456 0.00346431 0.00173337 0.00200088 0.00108369 0.00184872 0.00127668 0.00231359 0.00272519 0.00106768 0.00104097 0.00320873 0.00106908 0.00325383 0.00288625 0.00318649 0.0021415 0.00249189 0.00252073 0.00213079
threshold=-0.098985000000000004 -0.072169999999999998 38.386256906100009 -0.23361999999999997 48.008184682100008 -0.23361999999999997 -0.18126999999999999 49.110028829250005 0.079785000000000009 0.079095000000000013 45.154229826150008 69.64719632740001 70.343506983200015 0.083415000000000031 103.44649194340002 44.710446918150005 0.086230000000000015 0.086355000000000029 -0.0086649999999999991 110.50907145210002 49.275256100300005 -0.25095999999999996 58.549241164900003 61.998532946250002 -0.22831499999999999 64.321360770950022 -0.21013499999999999 40.08085804200001 -0.033594999999999993 -0.079824999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 2 -2 -4 10 -6 -7 -8 9 19 14 -12 -13 -14 -3 16 -16 -18 -19 -9 22 -22 -1 29 -25 -26 -27 -28 -29 -24
right_child=1 4 3 -5 5 6 7 8 -10 -11 11 12 13 -15 15 -17 17 18 -20 -21 21 -23 23 24 25 26 27 28 -30 -31
leaf_value=0.031503610059140076 0.023138422711542511 0.00022286696326346157 -0.00044773295056728781 -0.083953429901420421 0.091823918500633761 -0.076856998751596156 0.047138281955424632 -0.10005306407486379 -0.10003507610554443 0.084757723977731847 -0.10008843960515915 0.10003246736642231 0.040337512566477912 -0.10004584496004386 -0.10003324279297424 0.056286102377359142 0.088284161996402571 -0.10006871735109946 0.033662805398812994 0.027574438522922164 -0.10014892019814531 0.021390683771501787 -0.10009146861171395 -0.0077842125801171839 0.099225177628344263 0.060353182867657729 0.03883678120905177 0.0048248701586232146 -0.10009202850319404 -0.010529107362181401
leaf_weight=0.017450239114754393 0.0061890674653481163 0.74610655765723866 0.0033879219564947943 0.009392543471638223 0.0051041809647980321 0.0015828252463023764 0.0059748487594930601 0.0014068396196904587 0.0016941326958992402 0.0018239766314849248 0.0044631196007287738 0.0017524410401463797 0.0024228665653149711 0.0017476246367251758 0.0030651400528814441 0.0021445747393045176 0.001489747449764379 0.0040603837400463218 0.0024392091465971011 0.0012272775033714822 0.0035724361941582572 0.0055418708546424167 0.0043998896367249962 0.034511274101220131 0.0060433169136552339 0.0084869438650354567 0.0085828861592620598 0.0060156134881950143 0.0036975828274341547 0.0067035812289759633
leaf_count=143 33 1485 34 54 18 5 27 91 37 17 29 3 31 29 157 6 4 148 59 13 15 32 41 234 12 31 32 40 26 14
internal_value=-7.20781e-05 -0.000867875 -0.0340993 -0.0618172 -6.8408e-05 0.0269418 0.00278625 0.0131813 -0.0197967 0.0106949 -0.000728636 -0.0335561 0.0165781 -0.0184895 -0.00027961 -0.0286833 -0.0451673 -0.0241178 -0.0498811 -0.0405894 0.00604747 -0.0262479 0.00911708 0.00413691 0.0124073 0.0336352 0.0188355 -0.000423169 -0.0351145 -0.0460193
internal_weight=0.912481 0.807475 0.0189695 0.0127805 0.788506 0.0188141 0.0137099 0.0121271 0.00615223 0.00445809 0.769692 0.0103861 0.00592293 0.00417049 0.759306 0.0131991 0.0110545 0.00798934 0.00649959 0.00263412 0.105006 0.00911431 0.0958913 0.0784411 0.0673376 0.0328263 0.026783 0.0182961 0.0097132 0.0111035
internal_count=2900 2280 121 88 2159 208 190 185 158 121 1951 92 63 60 1859 374 368 211 207 104 620 47 573 430 375 141 129 98 66 55
is_linear=0
shrinkage=0.1


Tree=801
num_leaves=31
num_cat=0
split_feature=3 2 3 2 2 1 3 3 1 4 0 4 4 3 0 1 1 1 4 4 0 4 2 4 2 2 1 2 3 1
split_gain=0.000393993 0.00145924 0.00183342 0.0016172 0.00387497 0.00359699 0.00161634 0.00166425 0.00146922 0.0013323 0.00159493 0.00106929 0.00269071 0.00109001 0.00104601 0.00160498 0.000926038 0.00151339 0.00356103 0.000904494 0.000899419 0.00100872 0.000687392 0.000678559 0.00115869 0.00127817 0.00152054 0.000917743 0.00276614 0.00261327
threshold=-0.15684499999999998 -0.23955999999999997 -0.23958499999999999 -0.23361999999999997 -0.23455499999999999 61.944763783650011 -0.25445999999999996 -0.54481999999999997 74.292851976800009 35.616518500750011 85.807518149550006 40.878805547300004 43.162556114600001 -0.25445999999999996 75.994645973400011 55.855406118200008 57.960468834350003 60.990361147350008 37.572218886150004 44.921040431000009 90.837623311600012 44.921040431000009 -0.22573999999999997 33.96174662340001 0.15973500000000004 0.057850000000000006 69.563854125350005 0.20327000000000003 0.091545000000000029 70.402653062050021
decision_type=2 2 2 2 2 2 2 2 2 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 -3 6 7 -5 -1 -7 -11 13 -13 -12 15 19 -16 18 -18 -2 -4 -22 -14 24 25 26 -19 -25 -29 -30
right_child=14 2 20 5 -6 9 -8 -9 -10 10 11 12 22 -15 16 -17 17 23 -20 -21 21 -23 -24 27 -26 -27 -28 28 29 -31
leaf_value=-0.10006277791164038 -0.067891469470393193 0.032551779329389539 0.059432425678417902 0.075992689086993651 -0.10012414955749374 0.043666780227775981 0.097897640434497613 -0.019354133179321529 0.013011916312976183 0.040809867385497259 -0.043121435217942802 -0.10012420764142944 0.031788761655320581 0.018539810251354646 0.030980697532239206 -0.10004834827958492 0.025357962762117423 0.025494960127172291 -0.10007602150015556 0.030401033783316041 0.039767611069261126 -0.016254878820027907 -0.033728643549642938 -0.00066411525476221681 -0.081557716583428738 0.092674480291297281 -0.10006451243344711 -0.010401638820375992 0.099900906698752373 0.0096287464684460134
leaf_weight=0.0024907071760539292 0.0013828343697445808 0.0040767080114274545 0.0086044200647774002 0.0033564633543022165 0.0047852499662476566 0.0040415339908170802 0.0049379188503380148 0.0040270811693722125 0.0021332993437395142 0.0039846395872018539 0.0048014167827629128 0.0054941539771280468 0.0028449776582419794 0.0071152588796641325 0.0093005202241265295 0.0026779806643227183 0.0042571685503105805 0.0022634784584966853 0.0048325020873520586 0.0028985101622660547 0.0083064346876351447 0.0052424912482251793 0.0036634173290366412 0.76493702850705314 0.0027714912078799373 0.0011287923220945906 0.001680616923679738 0.015873804890169312 0.0060402520867910425 0.0068362896032500078
leaf_count=73 53 32 25 17 22 34 8 35 32 13 38 20 6 23 28 53 11 20 38 15 35 28 36 1939 37 6 64 95 20 44
internal_value=-7.39854e-05 0.00663139 0.00998055 -9.6652e-05 -0.0390901 0.0077096 0.0536086 0.0239893 -0.0478954 -0.00999382 -0.0177659 -0.0275239 -0.0485915 -0.00630448 -0.000721963 -0.0393274 -0.000394288 -0.000754263 -0.0413287 -0.00134653 0.034148 0.0180908 -0.00508939 -0.000294134 -0.0295612 -0.0011537 -0.0280071 -4.87393e-06 0.017535 0.0519745
internal_weight=0.906787 0.0799062 0.0752822 0.0531288 0.00886196 0.0442669 0.0123215 0.00738354 0.00462401 0.0319454 0.0279039 0.0239192 0.0120025 0.0119167 0.826881 0.00695933 0.819922 0.810621 0.00908967 0.00428134 0.0221533 0.0135489 0.00650839 0.801532 0.00784438 0.00507289 0.0039441 0.793687 0.0287503 0.0128765
internal_count=2900 477 372 284 54 230 60 52 105 170 136 123 62 61 2423 121 2302 2274 49 68 88 63 42 2225 127 90 84 2098 159 64
is_linear=0
shrinkage=0.1


Tree=802
num_leaves=31
num_cat=0
split_feature=2 4 2 1 1 0 1 1 1 0 1 0 4 2 3 3 2 1 3 1 0 4 2 1 2 4 4 0 1 3
split_gain=0.000362013 0.000636704 0.000544392 0.00131937 0.00188637 0.0013955 0.00191925 0.00237189 0.00260368 0.0028781 0.00316429 0.00255265 0.00175577 0.00443193 0.00244227 0.0020013 0.00462003 0.00298065 0.00272772 0.00188243 0.0021289 0.00106001 0.00094164 0.00141875 0.00081969 0.00131622 0.00333099 0.00263543 0.00170628 0.000850454
threshold=0.68694500000000025 40.421032462050007 -0.0039949999999999994 60.474177186300004 61.82916008405001 85.872041144650012 61.944763783650011 62.014663695050011 62.057679025150001 88.232507383150008 66.697957758300021 92.031298721500022 36.514114975300011 0.049235000000000008 0.088670000000000013 0.070195000000000021 0.26462000000000008 70.133807249000014 0.10017000000000002 81.188747081400024 102.11570516885001 44.921040431000009 0.053395000000000012 70.026268923800004 -0.031989999999999998 40.305698932850007 41.872669623500009 93.262612545250008 62.154463517850012 0.11614000000000002
decision_type=2 2 2 2 2 2 2 2 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 21 -5 -6 -7 -8 -9 -10 -11 -12 14 -14 22 16 -15 -17 19 -19 -21 -4 -13 -24 29 27 -27 -26 -28 -1
right_child=1 -3 3 4 5 6 7 8 9 10 11 12 13 15 -16 17 -18 18 -20 20 -22 -23 23 -25 25 26 28 -29 -30 -31
leaf_value=0.00046482024234582235 0.056375193321112738 -0.0061993780652844482 -0.10005075270800501 0.053239340705087915 -0.053143748983282113 0.084875717515097926 -0.079679810895605371 0.07941787916927423 -0.07062646721904299 0.045025392246438922 -0.10011852181962755 0.1000166399173051 -0.10011252519671077 -0.10009415026988169 -0.034379277758741465 -0.062381156885368376 0.065630534855356484 0.070713773255289186 -0.051524834382951093 -0.1000502164997922 0.039772122828094482 0.016026896348766469 0.10002015456094877 -0.04993784725340468 -0.040037785318582778 0.061246735772373218 0.03222838661647863 0.026373465448028217 -0.025074021823003001 -0.015211488621888281
leaf_weight=0.70560610299616155 0.0030857926814612515 0.0034374903167204707 0.0026407417497979748 0.0052350884525367283 0.006498271915710562 0.0023100286789485827 0.0043124333849391397 0.0036119284823059586 0.006569632917035057 0.0120254619039315 0.0030926592430280181 0.0037918550234701284 0.0053956186680655929 0.0051856129717793705 0.0036347770021925409 0.0043438342991066704 0.0024898680354230596 0.010701033540238214 0.0034302264793414179 0.0015681788802197625 0.0035631990890296877 0.0011205282880837331 0.0012010013888357207 0.0013291168607969871 0.011754045611063191 0.014376087361313239 0.0089536615333958292 0.012154350463783103 0.01238337494554731 0.036391795228987944
leaf_count=1910 19 25 87 11 32 5 11 12 19 39 45 7 68 48 38 15 17 49 37 16 57 5 3 41 19 38 39 24 39 125
internal_value=-7.11013e-05 0.0234011 -0.000242052 -0.00743959 -0.00502218 -0.00860816 -0.00492413 -0.00764478 -0.00332629 -0.00770066 -0.0010062 -0.012138 -0.00630338 -0.0164131 0.0309377 -0.00197633 -0.0463343 0.0124464 0.0293204 0.0468362 -0.0029584 -0.0654698 0.0684912 0.0212445 0.000602409 0.0118832 0.0240402 -0.00627619 -0.00102821 -0.000304035
internal_weight=0.902194 0.00652328 0.895671 0.0940511 0.0902898 0.0850547 0.0785565 0.0762464 0.071934 0.0683221 0.0617524 0.049727 0.0466343 0.0366776 0.00995675 0.031282 0.00767548 0.0236065 0.0192626 0.0158324 0.00513138 0.00376127 0.00632197 0.00253012 0.801619 0.0596215 0.0357131 0.0239084 0.021337 0.741998
internal_count=2900 44 2856 662 570 559 527 522 511 499 480 441 396 307 89 239 65 174 159 122 73 92 51 44 2194 159 116 43 78 2035
is_linear=0
shrinkage=0.1


Tree=803
num_leaves=31
num_cat=0
split_feature=0 1 0 2 2 1 2 3 3 3 0 0 0 3 0 1 1 1 1 3 4 4 0 2 3 3 0 0 4 1
split_gain=0.000375597 0.00278693 0.00516774 0.00174789 0.00142279 0.00138324 0.00240275 0.00219623 0.00237447 0.00467632 0.00303159 0.00193257 0.00239157 0.00196195 0.00127083 0.00126036 0.00200936 0.00122756 0.00192201 0.00140039 0.00103158 0.00236437 0.0017188 0.00144168 0.00153285 0.00147761 0.00164246 0.00187778 0.00153423 0.00126706
threshold=97.835679825150024 75.465019721650009 97.013011637200023 -0.61225999999999992 -0.14823499999999998 78.220689305400015 -0.59681499999999998 0.12191500000000002 0.089785000000000018 0.087725000000000011 98.327667663000014 99.515966156650009 100.37896121655002 0.10500500000000003 98.615332683000005 78.433077497700012 78.494912034700022 78.962703749400006 79.535345331150026 0.10461500000000003 44.710446918150005 42.526729949000007 100.87363751255002 -0.18126999999999999 -0.101725 0.09117500000000002 101.23657936015002 105.29077422085001 39.468990633150007 86.858705278550005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -3 7 -7 8 9 10 -5 -8 -13 15 -10 -14 -17 -18 -19 20 21 22 -20 -24 -25 26 -26 -28 -27 -29
right_child=3 2 -4 5 -6 6 11 -9 14 -11 -12 12 13 -15 -16 16 17 18 19 -21 -22 -23 23 24 25 28 27 29 -30 -31
leaf_value=-0.00035024456779574715 -0.10004932535871949 0.035501771312390233 0.054629983601311695 0.031054723006879816 -0.10006179818845651 0.076664685666210486 -0.064706039878726918 0.046226103737858903 -0.10014473686756586 0.049831977942793627 -0.10013147472308155 0.046995381447883157 0.060618954702877016 -0.06890532084295671 -0.03778248828242757 -0.1000735327036929 0.053100852174760342 -0.085187129729979424 0.096946806925251983 0.099876077747296066 0.017132964632450186 -0.068921996829092863 0.051366038966322608 -0.10005047817276658 -0.10012824204052051 0.013102648427225867 0.064764244874720572 -0.10003738177600648 -0.10007953429757939 0.044703495292556725
leaf_weight=0.75282314820288232 0.0019156466713722 0.0010229934222882866 0.020418214325211181 0.0026061213059165728 0.0031833912562118094 0.0042394315013051095 0.0044401429857821159 0.0043367007456245324 0.0049791470004620928 0.0081606984132491789 0.0054356161461857622 0.010671940236534283 0.0033031837192538651 0.0043619695321328788 0.0095070021789815939 0.0020519090435300305 0.0041346648338949068 0.0027292064463892976 0.0017408528869964314 0.001394149526504406 0.017401126054011451 0.0060940143290661745 0.0035003761798595079 0.002057801426473699 0.001066749092269813 0.0020879179196456972 0.0054731101904155208 0.0014572903155689039 0.0028088769002316827 0.0010338908877757266
leaf_count=1681 33 34 37 10 51 27 14 24 25 14 91 22 9 63 50 8 21 17 5 3 192 77 80 63 8 47 36 34 23 101
internal_value=-6.81941e-05 0.000732598 0.0338373 -0.00530037 -0.0670927 -0.00375002 0.00335186 -0.0203866 -0.0297998 -0.00349825 -0.0576174 -0.000642585 0.0032344 -0.00421434 -0.0592175 0.000622885 -0.00297826 0.000782225 -0.00364645 0.00117923 -0.00189752 -0.0140184 0.00174392 -0.00676137 -0.0194895 -0.00758687 0.0163974 0.032005 -0.0518204 -0.039967
internal_weight=0.896437 0.777448 0.0246246 0.11899 0.00420638 0.117074 0.0820486 0.0350253 0.0306886 0.0162024 0.00804174 0.0778092 0.073369 0.0626971 0.0144861 0.0583351 0.0550319 0.05298 0.0488454 0.0461162 0.044722 0.0273209 0.0212269 0.019486 0.0159856 0.0139278 0.00903104 0.00796429 0.00489679 0.00249118
internal_count=2900 1803 122 1097 85 1064 850 214 190 115 101 823 809 787 75 724 715 707 686 669 666 474 397 392 312 249 179 171 70 135
is_linear=0
shrinkage=0.1


Tree=804
num_leaves=31
num_cat=0
split_feature=1 0 4 0 0 2 2 0 0 3 0 2 2 4 3 2 2 4 1 1 2 2 1 1 1 4 2 1 4 3
split_gain=0.000376466 0.00192839 0.00343416 0.00323253 0.00459924 0.00214763 0.00266356 0.00176325 0.00242695 0.00314616 0.0013696 0.00289466 0.00607139 0.00490148 0.00456937 0.00239179 0.00321389 0.00392091 0.00296777 0.00225626 0.00226623 0.0022414 0.00158357 0.00406747 0.0034995 0.00252796 0.00197795 0.0057546 0.0040859 0.00470754
threshold=69.873026810350026 94.614906984850009 38.771633980050005 94.157869102700019 93.867515624600017 -0.060760000000000002 -0.055714999999999994 94.832672093450014 95.141844778450022 0.083290000000000017 89.057864029250013 -0.083794999999999994 -0.088329999999999992 40.21994457600001 0.079785000000000009 -0.095019999999999993 -0.12835499999999997 38.771633980050005 68.214248143850014 65.727424373200009 -0.15484000000000001 -0.055714999999999994 64.221887820150016 64.84561010645001 62.55235532115001 47.001379125850008 -0.079074999999999993 62.106071271500007 41.558544840500012 0.077330000000000024
decision_type=2 2 2 2 2 2 2 2 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 -4 -7 -3 9 -9 22 12 15 -13 -15 16 18 -18 19 -12 -21 -16 24 -24 26 -25 -1 28 -28 -30
right_child=1 7 3 -5 -6 6 -8 8 -10 -11 11 13 -14 14 21 -17 17 -19 -20 20 -22 -23 23 25 -26 -27 27 -29 29 -31
leaf_value=-0.0064494227414407176 -0.068094960067867763 0.030273443626638481 -0.05665336563401966 -0.092816407691509506 0.063084813002734233 0.082103524224531321 -0.057658996227844345 0.022154345102617823 3.5076039358173954e-05 -0.10014800960909459 0.014603759501655163 0.014964850744694658 0.094423663704613747 0.02098446531019485 -0.10035496852595437 -0.028986659011653468 0.0054272110726793993 0.077082456655508294 0.037705911183881669 -0.011440537401319818 -0.10021576020306321 -0.032106706521088553 0.071247964608155204 -0.062697841066582438 -0.043625130946248133 0.043796811585961805 0.010235004762172852 0.043279996217764412 0.053463692765243501 -0.038476473200724136
leaf_weight=0.25216295957811374 0.012054710124259033 0.018109607794024374 0.0089587310090159522 0.0035776021241552122 0.0095212311459960119 0.0031926032097544521 0.0023801607511086927 0.0034073790886997024 0.19694446685453951 0.0054959694576762752 0.0078818907422828488 0.046550933735048261 0.010191842688072938 0.0090028779210911125 0.009372742320465477 0.011897677310116705 0.014585490120225586 0.016028256934077945 0.011385916796839979 0.0058812621830979239 0.0056265396688104374 0.0098895681411877434 0.0099120685116744767 0.0056567364316665869 0.019925253162351053 0.0036785533967531592 0.095049727126678502 0.035597196161688771 0.0064575673990178708 0.040476266627404694
leaf_count=506 58 33 32 41 33 3 44 25 1301 29 18 72 6 28 9 16 17 27 32 33 10 36 32 45 46 8 142 45 75 98
internal_value=-7.12001e-05 -0.00324193 -0.0235589 -0.00412847 0.00906297 -0.0263329 0.0224101 0.00035822 -0.00227359 -0.053342 0.00126159 0.00930432 0.0221062 -0.00497987 -0.0378275 0.0120492 0.0200022 0.0429433 -0.00281818 -0.0266145 -0.0548456 -0.0653153 -0.00145345 0.0266353 -0.00265574 -0.0207338 -0.000756179 0.00732817 -0.00168544 -0.0258265
internal_weight=0.890854 0.263642 0.039685 0.0276303 0.0240527 0.0145315 0.00557276 0.223957 0.205848 0.00890335 0.627211 0.158295 0.0834789 0.0748161 0.0282652 0.073287 0.0613894 0.0306137 0.0307756 0.0193897 0.0115078 0.0192623 0.468916 0.0192474 0.449669 0.00933529 0.429744 0.177581 0.141984 0.0469338
internal_count=2900 1599 211 153 112 79 47 1388 1355 54 1301 304 159 145 73 153 137 44 93 61 43 45 997 85 912 53 866 360 315 173
is_linear=0
shrinkage=0.1


Tree=805
num_leaves=31
num_cat=0
split_feature=2 4 3 3 4 3 4 3 0 3 4 2 3 0 4 2 2 2 4 4 3 3 3 2 2 4 4 0 4 4
split_gain=0.000386881 0.00125768 0.00128411 0.00517723 0.0013408 0.00291498 0.00244904 0.00252175 0.00239726 0.0019882 0.00458432 0.00152198 0.00242148 0.00286518 0.00237463 0.00120596 0.00175912 0.00244984 0.00156811 0.00129923 0.00125433 0.00195535 0.00223587 0.00157515 0.00380989 0.00280359 0.00221127 0.00283457 0.00143455 0.00128192
threshold=-0.11808 34.176526048000007 0.085345000000000018 0.087205000000000019 40.259171735100004 0.09117500000000002 40.621691032550004 0.089850000000000027 89.528344202050008 0.095845000000000027 36.625813070500008 -0.14869999999999997 0.10970500000000002 97.671683879200017 41.558544840500012 -0.29600999999999994 -0.26138499999999998 -0.24103499999999997 40.036761086100007 39.039757512550004 0.083185000000000023 -0.15684499999999998 -0.101725 -0.23361999999999997 -0.22386500000000001 39.039757512550004 42.773538294100007 93.972365491700018 48.008184682100008 49.39887334565001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 15 -4 5 -5 -6 -8 -7 -10 -11 12 13 -9 -15 18 -17 19 -3 -18 21 29 -23 -24 -25 -26 -27 -28 -29 -19
right_child=-2 2 3 4 6 8 7 11 9 10 -12 -13 -14 14 -16 16 17 20 -20 -21 -22 22 23 24 25 26 27 28 -30 -31
leaf_value=-0.062097181636554602 -0.0012448757565528543 -0.007667685684225308 0.064800610531411493 -0.081858884331583517 0.059788335149856653 -0.040614741824177188 0.052166195661528594 0.041327554196591176 0.069168388107713322 0.074983400433797351 -0.057713953163695611 -0.029773265459466083 -0.049617212558416057 -0.10012208094130895 0.0183215641211351 0.067631746271573784 0.015269466734941398 0.020593708894011107 -0.10009462364816549 -0.10007524275476896 0.044913024567870316 -0.10008224440580255 0.047621380444500504 -0.096899575385962208 0.092720624753863778 -0.060853258831240042 0.093205197128235828 -0.10004148905718889 0.0022528090405387466 -0.026249021069977702
leaf_weight=0.0028692832200302157 0.67035480843879947 0.0050393794363281959 0.015831384298073264 0.0052535680283596715 0.0089713567797158333 0.0093874879909989772 0.0090090330485850245 0.018614436697362173 0.0059091535922002657 0.0044275599421310444 0.0063192519855402637 0.016796953761808932 0.0060053238143318302 0.0030454897044411844 0.0038105510500191916 0.0036220034269192061 0.0013127357804775296 0.032540389114410928 0.002887322863925134 0.0038130954426552292 0.0059612284215297953 0.0032067449954826825 0.0038348221193105136 0.005278472845012378 0.0027279558380930808 0.0068442071407095453 0.003068118090311601 0.0017408180525713135 0.0064518003831208759 0.007120638898294728
leaf_count=109 1809 37 29 26 17 14 17 40 32 14 38 27 26 17 26 8 15 108 56 114 20 23 15 25 23 26 18 22 123 26
internal_value=-6.79494e-05 0.00365882 0.00456228 0.0117571 0.00314869 -0.013909 0.0112065 0.00359771 -0.000201943 0.0225752 -0.00304421 -0.00546652 0.00750469 0.0209727 -0.0342917 -0.0039842 -0.000601496 -0.00354712 -0.0413344 -0.0705352 0.000811733 -0.00279881 -0.0207224 -0.0122243 -0.0210135 -0.00178609 -0.0160259 0.01122 -0.0194833 0.0121837
internal_weight=0.882055 0.211701 0.208831 0.113382 0.0975502 0.031297 0.0662531 0.0572818 0.0260435 0.016656 0.0107468 0.0482728 0.0314758 0.0254705 0.00685604 0.0954497 0.087523 0.083901 0.0079267 0.00512583 0.0787752 0.072814 0.0331529 0.0299462 0.0261114 0.0208329 0.0181049 0.0112607 0.00819262 0.039661
internal_count=2900 1091 982 323 294 124 170 153 98 84 52 136 109 83 43 659 566 558 93 129 429 409 275 252 237 212 189 163 145 134
is_linear=0
shrinkage=0.1


Tree=806
num_leaves=31
num_cat=0
split_feature=3 3 4 4 2 1 1 3 1 0 3 4 0 1 3 1 0 1 3 4 1 4 0 3 3 4 1 2 3 4
split_gain=0.000350669 0.00191615 0.00288967 0.000834153 0.000849756 0.000727058 0.00279835 0.0023357 0.00290699 0.00183808 0.00169669 0.00165101 0.00294267 0.00117248 0.00164478 0.00160179 0.00192422 0.00304362 0.000932587 0.000905532 0.00296397 0.000795505 0.00116158 0.000671599 0.00056139 0.00222394 0.00211734 0.00226208 0.00161695 0.000868983
threshold=-0.098985000000000004 -0.087385000000000004 38.052786106700005 49.275256100300005 -0.23280999999999999 58.549241164900003 61.998532946250002 -0.22831499999999999 64.321360770950022 86.135510041400025 -0.22125500000000001 40.08085804200001 105.70748523110002 62.020040611300011 -0.25215499999999996 67.316303128300021 97.835679825150024 85.371987932400017 -0.2485 48.852845034800005 55.855406118200008 40.380906245900007 95.590817286200021 -0.12530999999999998 1.0000000180025095e-35 41.43512228960001 62.068432857650002 -0.053019999999999991 0.048965000000000009 48.008184682100008
decision_type=2 2 2 2 2 2 2 2 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 19 9 13 -9 -7 -10 -12 23 -8 15 -15 -17 -18 -16 20 -1 -20 -23 -13 25 26 -3 -28 -26 -30
right_child=1 24 -4 4 -6 6 7 8 10 -11 11 12 -14 14 18 16 17 -19 21 -21 -22 22 -24 -25 28 -27 27 -29 29 -31
leaf_value=-0.10011154457592415 0.025463674907584617 0.052881593545305118 -0.10013721535482945 -0.057869083533651014 0.006282040573966881 -0.091333684201736834 0.050263851248705187 0.099025621332696032 0.059679560408667509 -0.005360635171487921 0.034753407900805701 -0.10005564231420119 0.037001286419691588 -0.045718939627185193 -0.077833521712165801 0.049073119052162245 -0.10004898610798924 0.084319067562253103 -0.062075440014040112 0.052019125481646812 0.038125253477857293 0.055444127056162466 -0.044379953008422457 -0.028701097674381133 0.03874385570829153 -0.068290719453437232 -0.073284884090502309 0.013554116826869276 -0.00088356203172657109 0.022031528366509335
leaf_weight=0.0020425283666927335 0.0030276107318354733 0.0056553319952177194 0.0046374242773798632 0.0040058870868915353 0.0042613565268272424 0.0046126664395472888 0.0032639319833833854 0.0053253063753583288 0.006931973276415703 0.0053957653281031526 0.0081539067772080642 0.0035280753552981974 0.004227228063157451 0.0043850673309473514 0.0044455718609578421 0.0092018084893803476 0.0025243542847352982 0.001387594281124338 0.0028037385003434265 0.0078266438940772787 0.0064459933174513956 0.002321907053071115 0.0023408669581925778 0.002106719444550988 0.010730857345549794 0.00596164034424618 0.004965122909230223 0.0075779904396223886 0.71883939134684549 0.016938818923010079
leaf_count=90 17 11 49 15 32 44 5 12 23 11 36 32 20 26 16 40 39 34 28 10 43 25 21 18 12 49 36 25 1875 206
internal_value=-6.60169e-05 -0.000774344 -0.0505261 0.00558624 -0.0248023 0.00840046 0.00413278 0.0119421 0.0319543 -0.0449837 0.0176374 0.00146092 -0.0260653 -0.00659924 -0.0129097 0.00660172 0.0240971 -0.0346524 -0.041572 0.0274842 0.00486238 -0.0199819 0.00532913 -0.0733778 -0.000279515 -0.0152821 0.00208301 -0.0208206 0.000206031 -0.000356019
internal_weight=0.875873 0.778334 0.00766504 0.0975389 0.00826724 0.0892716 0.0729565 0.0629481 0.0302732 0.0100084 0.0249479 0.0180159 0.00986202 0.0326748 0.0294109 0.0174988 0.0131138 0.00391195 0.0119121 0.0163152 0.00848852 0.00746651 0.00466277 0.00563479 0.770669 0.0241601 0.0181984 0.0125431 0.746509 0.735778
internal_count=2900 2280 66 620 47 573 430 375 141 55 129 106 70 234 229 139 113 73 90 143 133 74 46 50 2214 121 72 61 2093 2081
is_linear=0
shrinkage=0.1


Tree=807
num_leaves=31
num_cat=0
split_feature=0 3 1 1 3 3 4 3 0 0 3 1 0 0 4 2 2 2 2 4 2 1 1 4 0 3 0 2 4 2
split_gain=0.000389257 0.000862388 0.000421655 0.000581758 0.000421615 0.00136997 0.0028616 0.00133075 0.00122683 0.00365653 0.00162281 0.00103766 0.0036015 0.00159501 0.0012898 0.00119962 0.00283511 0.00204739 0.00160592 0.00145538 0.00101281 0.00178885 0.00221296 0.00201335 0.00172641 0.00234361 0.00107636 0.00102338 0.000805795 0.00237245
threshold=112.07913100025002 0.07870000000000002 89.264875305300009 90.988176966900014 -0.10585499999999999 -1.0000000180025095e-35 41.919251152600005 0.072890000000000024 97.013011637200023 93.776108048200015 -0.064204999999999998 68.214248143850014 89.738043936200015 86.780739992750014 49.49736495185001 0.26462000000000008 -0.02852 -0.091779999999999987 -0.21094499999999999 44.215931556700006 -0.040019999999999993 58.549241164900003 62.009286778800011 48.988717865950008 76.591483678350016 -0.23958499999999999 86.135510041400025 -0.22089 48.008184682100008 -0.23361999999999997
decision_type=2 2 2 2 2 2 2 2 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 11 6 8 -7 9 10 -6 12 13 14 20 16 17 18 19 -13 21 23 -23 24 25 27 -22 -1 -9 -30
right_child=1 -3 3 -5 5 7 -8 28 -10 -11 -12 15 -14 -15 -16 -17 -18 -19 -20 -21 26 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.10010357260738001 -0.048382503713442791 -0.10002176431269741 0.052758638413382741 -0.021230185216022341 0.039957764447220268 0.028048153343942367 -0.10005917780138446 -0.00083674759061639421 0.031145372213371842 -0.078327298986315561 -0.023418845728613916 0.041159531771018956 -0.068095922509523218 0.051133158178768512 0.059145270985978306 0.072023180988072533 -0.067918475103256576 0.062267713497158698 -0.066380809159406001 -0.039238559951100649 -0.0052141110435015058 -0.089038684877331589 -0.0086024836406777584 -0.035746651842075886 0.096091139814031237 0.057030274071843447 0.1000243114733997 0.0055109467446257578 0.089263287022122578 -0.0016067326675636064
leaf_weight=0.0018978450478971502 0.0018142821454617732 0.0012120772102815341 0.0017929899257551618 0.0026091083662754195 0.0076944558637591512 0.016871687554005255 0.0039744473210331635 0.71250100386609982 0.0058931011303265382 0.0073582481121938761 0.00850740287820821 0.0081349421189693683 0.0070769177992744394 0.0073666063933330852 0.0034390152648029462 0.0040591047110467562 0.0036766242880776892 0.0095265940077889945 0.0027468866180839742 0.0031132338398456314 0.0021097980068515145 0.0051471839837410474 0.010195012099347672 0.0060924415447516358 0.0033262987053603874 0.0048090983396442723 0.0018019099370576441 0.0017760576884029433 0.0039345874379250753 0.010650050606796135
leaf_count=41 24 180 16 107 33 35 84 1676 38 24 18 33 37 17 7 29 47 28 26 48 73 42 37 10 4 23 3 4 13 143
internal_value=-6.59544e-05 -0.0228594 -0.00781414 0.00890572 0.00013009 -0.000606045 -0.0204103 0.000283805 -0.00966242 -0.0198697 0.00667946 0.00676149 -0.00150227 0.00832394 0.000555467 0.0213124 0.0137442 0.0265088 0.00216727 0.0189072 -0.00486743 -0.0105308 -0.0355882 0.0109439 0.0350316 0.0110893 0.0432635 -0.0490468 -0.000360454 0.0229078
internal_weight=0.871109 0.00742846 0.00621638 0.0044021 0.863681 0.777385 0.0334277 0.743957 0.0294532 0.0235601 0.0162019 0.0862956 0.0550382 0.0479613 0.0405947 0.0312574 0.0271983 0.0235217 0.0139951 0.0112482 0.0371556 0.0332439 0.0153422 0.0179017 0.0118093 0.008483 0.00391171 0.0036739 0.727086 0.0145846
internal_count=2900 327 147 123 2573 2064 197 1867 113 75 51 509 298 261 244 211 182 135 107 81 237 161 79 82 72 68 76 45 1832 156
is_linear=0
shrinkage=0.1


Tree=808
num_leaves=31
num_cat=0
split_feature=3 3 3 2 4 0 3 4 0 2 3 2 3 3 0 2 1 4 2 0 1 4 2 4 1 0 2 0 3 0
split_gain=0.00035364 0.004171 0.00307 0.00382699 0.00172148 0.00446061 0.00998547 0.00401432 0.0161409 0.0127958 0.00501647 0.00381733 0.00302211 0.00454871 0.00448108 0.00297644 0.00287623 0.0026071 0.00317444 0.00420058 0.00288308 0.00260897 0.00240921 0.00508266 0.0038775 0.00230486 0.00217306 0.00208476 0.00278051 0.00486833
threshold=0.093295000000000031 0.093480000000000021 0.092290000000000025 -0.099224999999999994 41.348489042950007 86.950112854950021 0.08784500000000002 41.840895355800008 86.388225105700016 -0.079824999999999993 0.090640000000000012 -0.042409999999999996 0.089335000000000012 0.088565000000000019 87.568458224950021 -0.095714999999999995 62.030794443850006 39.646013290900008 -0.073724999999999999 90.259604813550013 77.52437864960001 35.337501601400007 -0.055714999999999994 39.893178577750007 70.182199495350019 93.262612545250008 -0.084239999999999995 89.99344745865001 0.087725000000000011 92.464140480550014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 6 11 8 -6 -10 -9 15 13 14 -7 16 -1 18 19 -16 -21 -20 24 -24 -14 -23 -12 -19 29 -29
right_child=1 -3 3 -5 7 12 -8 10 9 -11 26 -13 22 -15 17 -17 -18 27 21 20 -22 25 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.028227581098705885 0.065316432938032895 0.00048030062393636684 0.020599046226230402 -0.089872264461195783 0.075917257922078457 0.10002513349814435 -0.10019290040347545 0.0017377823854937552 -0.093555169242320546 0.028045600290569281 -0.017652051419896807 0.032873106400819155 0.073975222864379964 -0.089128466071327961 0.00018726286080535307 -0.055346711248732063 0.053728892065612405 -0.044191032986407718 0.068085011074891719 -0.093838287896240893 -0.0026334932214541478 -0.051677681651905755 -0.07689390247854877 0.052803866556090685 0.0053804616757376121 0.010258158508834105 -0.10014664017128061 0.075573517133815327 0.07821188863492326 -0.014813650276896587
leaf_weight=0.011518451026121571 0.0102968130004229 0.27269945422601577 0.0049956469399413993 0.0084234228011746647 0.033248719029845018 0.0041592046624714376 0.015140529037656204 0.25483833146130636 0.014442785826068949 0.021588626149816971 0.0059028096676172481 0.015923441474711711 0.015657480253139507 0.0063027799654213059 0.014605861569179965 0.017582026479431079 0.0068160361597930071 0.0054986745062279773 0.0052805924871157711 0.014086005211268793 0.0045970749975964348 0.008606342122718047 0.0062587176739614739 0.0058417450086380995 0.017397305340994925 0.019904496811161299 0.0069560889293403538 0.0080594083041891085 0.0070811078313823819 0.022863728860987677
leaf_count=94 11 769 21 35 38 6 39 1056 33 33 15 42 10 24 21 24 25 16 57 64 104 16 34 10 35 90 28 23 14 113
internal_value=-6.15672e-05 0.00283936 -0.00146832 -0.048746 -0.000355611 -0.00696113 -0.0287479 0.00421526 0.02567 -0.0206967 -0.00133723 -0.00788146 0.00181916 -0.0064169 -0.00187358 -0.0259498 0.00224059 -0.00570614 -0.0180712 -0.0399886 -0.0713968 0.00352033 0.0238971 -0.0142797 0.0378726 -0.00843793 -0.0622779 0.0133604 0.0216873 0.0087437
internal_weight=0.866574 0.282996 0.583577 0.0134191 0.570158 0.233181 0.0669805 0.336977 0.0692801 0.0360314 0.267697 0.05184 0.166201 0.121045 0.114742 0.0359165 0.0183345 0.110583 0.0670804 0.0332889 0.0186831 0.0337914 0.0451552 0.0121005 0.0330548 0.0285108 0.0128589 0.0435029 0.0380042 0.0309231
internal_count=2900 780 2120 56 2064 861 224 1203 104 66 1099 185 637 548 524 143 119 518 352 189 168 163 89 44 45 106 43 166 150 136
is_linear=0
shrinkage=0.1


Tree=809
num_leaves=31
num_cat=0
split_feature=0 2 2 4 4 4 3 4 3 2 3 3 2 2 2 1 0 1 4 3 0 3 3 0 1 1 1 0 3 2
split_gain=0.000352878 0.000694373 0.000791546 0.00199179 0.000390484 0.00182432 0.00189393 0.00272991 0.00170852 0.00166342 0.00144552 0.00303408 0.00283476 0.00158816 0.00103873 0.00101525 0.00117068 0.00185509 0.00199517 0.00188463 0.00111817 0.00103378 0.00287487 0.000768589 0.00126182 0.00139346 0.0013068 0.00104798 0.00310442 0.00116589
threshold=113.28087178455002 -0.012769999999999998 -0.088099999999999998 46.177190236600005 43.411469133450005 43.673409002000007 0.089580000000000021 43.874475754150005 0.08708500000000001 -0.092864999999999989 0.082325000000000023 0.08079500000000002 -0.088944999999999996 -0.082885 -0.097799999999999984 84.600400448950026 81.648473421750012 63.565904036300005 44.215931556700006 0.080375000000000016 95.429509798400019 0.075065000000000021 0.078505000000000019 103.44649194340002 82.204984254750016 82.844837289750004 85.371987932400017 101.47316367565001 0.089850000000000027 -0.079074999999999993
decision_type=2 2 2 2 2 2 2 2 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 23 9 7 -7 10 -6 11 15 -12 -14 -8 16 -9 -18 -19 20 -20 -17 -23 27 -25 -26 -27 -1 -29 -30
right_child=1 -3 -4 -5 5 6 14 8 -10 -11 12 -13 13 -15 -16 21 17 18 19 -21 -22 22 -24 24 25 26 -28 28 29 -31
leaf_value=-0.00097870897000448755 0.065648348743984106 -0.10002805803551484 0.038922865142763489 -0.10005166849977641 0.078792302796804825 -0.07123277054088159 0.0032532914261093997 0.012235846604643386 -0.0599479425436691 0.0061725214784463965 -0.02005281267221962 -0.10013622639701213 0.094850057924995693 0.023124434581589914 0.055189896499513946 0.084122643671766154 -0.093900469258465347 0.06323322092430024 -0.078954919157839448 0.064796928811336557 -0.015991471369769226 -0.10004665199367857 0.084463922435398325 -0.068874740238449181 0.080722823901560256 -0.1000312903744775 0.012772887693653097 0.06039326441520132 -0.053467538054837671 0.014211884722829055
leaf_weight=0.70850340582546611 0.001130521110922959 0.0010023541471259655 0.0020680400335450523 0.0020245460023405534 0.0061315746634102442 0.0058094249500766906 0.0067756694496381433 0.020103176736418902 0.0044771081105068325 0.0064957931633608801 0.0080694511117940237 0.0031693012750420016 0.0057083753563347273 0.0067226012499337837 0.0089209309089317568 0.0027689361759257727 0.003037649387851781 0.0031175605102333739 0.0046029133589674566 0.0019890244849776204 0.0072839232401828991 0.0015283234691878533 0.0018871987141722002 0.0043403302195069524 0.0016326968144797505 0.0015896176549675279 0.0029014358725265067 0.010390199675878668 0.0047503939317557545 0.0054834318261782755
leaf_count=1585 121 100 38 45 23 27 27 89 17 37 24 16 7 38 34 11 24 16 104 5 94 39 10 56 13 60 142 42 31 25
internal_value=-6.99872e-05 -0.0237913 -0.00916089 -0.0406782 0.00010412 0.00570347 0.00100212 -0.00520976 -5.89823e-05 0.0414351 0.00377207 -0.00547768 0.026101 0.0560612 0.0327707 0.000999213 -0.00481246 -0.0219221 -0.00905569 -0.0252972 -0.0403727 0.0387143 0.00190207 -0.000718069 -0.0276274 0.00160753 -0.0271544 -0.00033188 0.0218888 -0.0172039
internal_weight=0.854416 0.00622546 0.00522311 0.00315507 0.84819 0.108599 0.0959716 0.080275 0.0744655 0.0126274 0.0699884 0.049488 0.0205004 0.012431 0.0156966 0.0463187 0.0401342 0.0200311 0.0169934 0.0138759 0.0118868 0.00618446 0.00341552 0.739592 0.0104641 0.00612375 0.00449105 0.729127 0.020624 0.0102338
internal_count=2900 304 204 166 2596 642 582 521 494 60 477 408 69 45 61 392 332 243 219 203 198 60 49 1954 271 215 202 1683 98 56
is_linear=0
shrinkage=0.1


Tree=810
num_leaves=31
num_cat=0
split_feature=0 3 0 0 4 1 1 0 0 3 3 0 3 4 1 1 1 0 1 0 4 2 0 4 0 0 3 2 1 2
split_gain=0.000383877 0.00179509 0.000895382 0.0014476 0.00177311 0.00141363 0.00107589 0.00104945 0.00100386 0.000711442 0.0011953 0.000682997 0.00225439 0.0027227 0.00140247 0.000825891 0.00100528 0.000778081 0.00643446 0.00150432 0.00542438 0.00291527 0.0028923 0.00405294 0.00199014 0.00259632 0.00201114 0.0014882 0.00444477 0.00355764
threshold=71.249517373150013 -0.23472499999999999 71.340924949550015 76.591483678350016 35.818873074050011 57.960468834350003 60.474177186300004 73.913779380400015 79.882156430000023 -0.15684499999999998 -1.0000000180025095e-35 83.992808911450012 0.096845000000000028 42.131954243650007 61.614083433650009 61.767325547050007 61.82916008405001 85.613949164150014 61.917879202350001 85.807518149550006 42.102795028150005 -0.08756499999999999 86.001087134900004 40.532725462000009 86.232294534150014 86.280686780500005 0.092095000000000024 -0.068524999999999989 62.079186690200011 -0.077279999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -6 -7 -3 -11 12 13 -8 -13 -16 -17 18 -18 20 -19 -22 23 -21 26 -26 -24 29 -29 -27
right_child=2 9 3 5 7 6 11 -9 -10 10 -12 14 -14 -15 15 16 17 19 -20 22 21 -23 24 -25 25 27 -28 28 -30 -31
leaf_value=-0.10009093437690784 0.033482011506703269 0.066742892682359736 0.040641487095417629 0.039478291832380212 -0.014074578185639536 0.011527518448094541 -0.1000475965382146 -0.1000633929500131 -0.073619654950229305 -0.10003572232511247 0.022974965933482191 -0.03763952068096766 0.094273493069480283 0.046759074519709697 0.024692435143946319 -0.03912578355351793 0.020136747481051962 0.040773584271958929 -0.076635991474125281 0.00098950064849554712 -0.053485360050127023 0.01250021842610142 0.033915116296110326 -0.072177333627625379 -0.056147831755120128 -4.3581111517213542e-05 -0.0085519734016173948 0.046156414256935313 0.0012940197353556396 -0.029711161899239825
leaf_weight=0.0021337874333979285 0.0079751478825702549 0.0015061690457374155 0.001954438858605384 0.0090748530929259941 0.0022324329284859057 0.0021820962981565209 0.0021058830333990919 0.0038967598489562383 0.0037887699887701465 0.0011390943785100117 0.0025770585932896545 0.0098798690905823605 0.0032176093820566187 0.0031574173348940526 0.013610114277980756 0.0065636552099022074 0.018518354163916229 0.036311989225396246 0.010923787996265477 0.017613424666706123 0.012623287723030785 0.014257932765634251 0.033852732122113594 0.013278158961075537 0.008341934659256367 0.35555532035728715 0.016629690022000432 0.0255227281986663 0.16392848675634969 0.045604563361690387
leaf_count=65 12 17 24 23 19 6 43 53 45 51 13 19 15 24 12 12 17 39 71 23 32 23 38 48 12 1251 32 38 748 75
internal_value=-6.45556e-05 -0.0228095 0.000134013 -0.000184639 -0.0422969 0.000227221 -0.000208512 -0.0687437 -0.042502 0.00876694 -0.0147309 0.000102677 0.0283324 -0.0119793 -0.000195467 0.000270963 -0.000155423 0.000175496 -0.0157684 0.000806848 0.0155655 -0.0184863 -0.000564035 -0.0304599 0.000858015 -0.000749103 0.0199258 3.33625e-05 0.00733785 -0.00341624
internal_weight=0.849958 0.00735611 0.842601 0.834626 0.00808363 0.826543 0.817468 0.00612919 0.00597087 0.00522232 0.00371615 0.811497 0.00848091 0.0052633 0.803016 0.793136 0.779526 0.772962 0.0294421 0.74352 0.0631932 0.0268812 0.680327 0.0308916 0.649435 0.598953 0.0504824 0.590611 0.189451 0.40116
internal_count=2900 146 2754 2742 96 2646 2623 72 51 81 64 2572 82 67 2490 2471 2459 2447 88 2359 94 55 2265 71 2194 2124 70 2112 786 1326
is_linear=0
shrinkage=0.1


Tree=811
num_leaves=31
num_cat=0
split_feature=0 0 1 3 4 1 1 3 3 3 1 0 3 3 3 3 2 2 2 3 1 3 4 1 1 1 3 2 2 0
split_gain=0.000359584 0.0022923 0.00198977 0.00225182 0.00402737 0.00153107 0.00303719 0.00276705 0.00526473 0.00209941 0.00144253 0.00127721 0.00158921 0.000964583 0.00226112 0.00177963 0.00119542 0.00206178 0.00364644 0.00190651 0.00180403 0.00164564 0.00160288 0.00192308 0.000964858 0.00092734 0.00337294 0.00305215 0.00290924 0.00124662
threshold=98.851916998450022 99.20948192980002 77.898074329750017 0.087725000000000011 40.259171735100004 75.465019721650009 75.551050381850018 0.082620000000000013 0.088990000000000027 -0.22831499999999999 78.433077497700012 100.67200315280002 0.10500500000000003 0.10236000000000002 0.09660500000000001 0.093925000000000022 0.25828500000000004 -0.078219999999999998 -0.085734999999999992 0.09117500000000002 80.059594666650014 0.088005000000000014 45.027406014450008 81.524804347700012 89.912793714750009 72.953999827850012 -0.096794999999999992 -0.054494999999999995 -0.5775499999999999 96.811377277450006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 25 -7 9 -9 -8 -4 -12 13 14 15 16 17 18 20 21 -13 22 23 -19 -22 29 -27 28 -28 -1
right_child=1 2 10 4 -6 6 7 8 -10 -11 11 12 -14 -15 -16 -17 -18 19 -20 -21 24 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.00019257875272427223 -0.10008242516962235 -0.10013102126759835 0.048160817750874559 -0.10009865621462358 0.030384131391035504 0.094118057896133644 0.039334968531211344 0.074049044023120764 -0.018569434120890564 -0.10007788562091878 0.02460038158173045 -0.10002935479943383 -0.070440577053658818 0.054165606847638138 -0.10004665302964405 0.060406621219025569 -0.07640419315684191 0.036351727257251214 -0.10010146269155236 -0.065907409688731405 0.017571358770870345 0.085232501037585451 0.075181441892514259 -0.10003843704031908 -0.046391291937237462 0.054906678494650064 -0.0013063407204020516 0.0030172294162015543 -0.10014188179725991 0.029787592657965264
leaf_weight=0.67188801605489101 0.0025169842606799766 0.0040744300967663358 0.0065402049485825389 0.0035339797430722353 0.0071538776046651265 0.0048994451190083185 0.0015502137752463341 0.011132085226504412 0.013678673693616972 0.0035624100604604433 0.015165841377822176 0.0017145033818748148 0.0038197378721563915 0.002740663263963424 0.0024670710979943838 0.0041805127717768403 0.002412277380093932 0.00218822367821405 0.0047219664142826084 0.0018791031110299431 0.014850885940818785 0.0050947376137645385 0.0023574541205928501 0.0019595441493307597 0.0028035797048605446 0.0053612938293063897 0.0045546501831239547 0.012535941941663945 0.0086045180199752127 0.014162005691957802
leaf_count=1570 23 70 27 36 23 9 16 36 37 53 37 26 66 11 53 33 68 15 46 18 169 33 38 73 165 28 20 32 38 31
internal_value=-6.70815e-05 -0.00596207 -0.00331983 -0.036875 -0.0127605 0.000655558 0.0211327 0.00918259 0.0229866 -0.0578061 0.00329399 -0.000998794 -0.00829774 -0.00348983 -0.00687852 -0.00167386 -0.00816494 -0.00378346 -0.0213063 0.0275348 -0.00209676 0.0426717 0.00933908 -0.0280835 0.00741391 -0.000338816 -0.0172405 -0.032294 -0.0659329 0.000426296
internal_weight=0.844105 0.0921756 0.0896586 0.0147623 0.0106879 0.751929 0.0348228 0.0299234 0.0248108 0.00511262 0.0748963 0.0683561 0.0531903 0.0493705 0.0466299 0.0441628 0.0399823 0.03757 0.0240909 0.0134791 0.019369 0.0116 0.00650522 0.00414777 0.0176545 0.717106 0.0310564 0.0256951 0.0131592 0.68605
internal_count=2900 1030 1007 129 59 1870 151 142 73 69 878 851 814 748 737 684 651 583 406 177 360 159 126 88 334 1719 118 90 58 1601
is_linear=0
shrinkage=0.1


Tree=812
num_leaves=31
num_cat=0
split_feature=2 2 4 4 1 1 0 1 4 4 3 3 3 1 1 0 0 0 0 3 3 3 0 1 2 0 2 2 1 4
split_gain=0.000364849 0.000518972 0.00133541 0.00307813 0.00109352 0.0031191 0.00243506 0.00265068 0.00142221 0.00218481 0.00152727 0.00164159 0.00176611 0.00130989 0.00260234 0.00137769 0.0028013 0.00130759 0.00107094 0.00102456 0.00178564 0.00164487 0.00127877 0.00250901 0.000768861 0.00134656 0.00486104 0.00303316 0.00249508 0.00141629
threshold=0.68694500000000025 -0.0039949999999999994 41.289992964000007 41.872669623500009 61.409760615700009 61.82916008405001 85.872041144650012 63.910026677050006 41.061442884200012 38.175120519550006 0.089475000000000013 0.082975000000000021 -0.11050499999999999 67.980352286500008 68.579878449600017 93.442739239950015 95.071944867050021 96.811377277450006 96.055920542800024 0.070195000000000021 0.081815000000000013 0.088005000000000014 97.152811460000024 62.837331883000012 -0.031989999999999998 85.968825637350008 -0.01762 -0.024989999999999998 62.154463517850012 41.21013581150001
decision_type=2 2 2 2 2 2 2 2 2 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 4 -4 -3 -6 -7 -8 9 13 11 12 -11 -9 -15 -16 -17 -18 -12 -5 -21 -22 23 -23 -1 26 -26 29 -29 -27
right_child=-2 2 3 19 5 6 7 8 -10 10 18 -13 -14 14 15 16 17 -19 -20 20 21 22 -24 -25 25 27 -28 28 -30 -31
leaf_value=-0.00030929745473800088 0.025150649908376121 -0.057629671174879937 -0.086581341337601467 -0.10002156467217414 0.10002374824813945 -0.069548445642387366 0.049355352840210011 0.048850433226441281 0.054830901512560995 0.018351556541252239 -0.10007861707614721 0.053052787211041764 -0.090949528474813732 -0.10014033761437727 -0.042431509729529734 0.089366643504323884 -0.10007356292570435 0.011749948531335552 -0.029718131508284281 0.071554864871655119 -0.086428715231720826 -0.042347558743811395 -0.052729973196274815 0.084064460895478976 -0.10013254846072035 0.020227891648858614 0.040415512184851954 0.034557468182847932 -0.025573576823851692 0.077666838464000965
leaf_weight=0.69026715265367566 0.0056959233714453097 0.0031592431475501786 0.006502376308411043 0.0010530461461749378 0.003124695176666136 0.0049595075762773879 0.010262826179314288 0.0058874627538898485 0.0033943199757970879 0.0027994151753665264 0.0048166210242754914 0.0028429351391997537 0.0031325667411087714 0.0024943779571913174 0.0035189967893529692 0.0044232581303162996 0.0014308616373455152 0.0038847110994244668 0.0039269426470536876 0.0029545777804121107 0.0025524994996134242 0.0027851771945642118 0.002742473066497414 0.0035989236664439872 0.0043923498300646457 0.0077453572252093031 0.0055959495955280047 0.011691046987380105 0.016840817777590389 0.0096302063874702526
leaf_count=2035 44 19 43 86 7 9 28 12 11 19 20 30 27 3 6 13 5 96 30 39 62 32 42 23 25 23 27 24 40 20
internal_value=-7.21569e-05 -0.000244749 -0.00758897 -0.0287313 -0.00026556 0.00271028 -0.00255283 0.00373825 -0.0072637 -0.0126462 -0.0388988 -0.0094253 -0.0393683 0.00860671 -0.00643457 0.0111956 0.030573 -0.018351 -0.068478 -0.00475158 0.00210411 -0.0154656 0.00438123 0.028915 0.000604159 0.0118846 -0.0213904 0.0191244 -0.000934638 0.0520628
internal_weight=0.838107 0.832411 0.0862478 0.0221891 0.0640587 0.0608995 0.0577748 0.0528153 0.0425525 0.0391581 0.0175185 0.00877492 0.00593198 0.0216397 0.0157522 0.0132578 0.00973883 0.00531557 0.00874356 0.0156867 0.0146337 0.0116791 0.00912657 0.0063841 0.746163 0.0558957 0.0099883 0.0459074 0.0285319 0.0173756
internal_count=2900 2856 662 327 335 316 309 300 272 261 126 76 46 135 123 120 114 101 50 284 198 159 97 55 2194 159 52 107 64 43
is_linear=0
shrinkage=0.1


Tree=813
num_leaves=31
num_cat=0
split_feature=0 3 4 0 0 2 1 1 4 2 1 1 0 3 1 2 0 4 2 0 4 0 0 2 1 3 2 1 2 4
split_gain=0.000446732 0.00108293 0.00204633 0.000436141 0.00120951 0.000988664 0.000600905 0.000448229 0.00237846 0.00240406 0.000667611 0.000966148 0.000602189 0.00377768 0.00484455 0.00254095 0.00130175 0.00454869 0.0024421 0.00239763 0.00341345 0.00150875 0.00218547 0.00196902 0.00242247 0.00146719 0.00125027 0.0036131 0.00302823 0.00563537
threshold=71.144667506050013 -0.15959999999999999 44.921040431000009 71.340924949550015 75.994645973400011 -0.16297999999999999 57.960468834350003 61.614083433650009 38.052786106700005 -0.13324 61.767325547050007 61.82916008405001 85.613949164150014 0.10273500000000002 61.917879202350001 -0.22089 85.807518149550006 42.102795028150005 -0.08756499999999999 86.001087134900004 40.532725462000009 86.232294534150014 86.280686780500005 -0.082885 62.020040611300011 0.085765000000000022 -0.068524999999999989 62.079186690200011 -0.077279999999999988 39.749124837650008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5 -6 8 -8 -10 -9 -12 13 14 -13 -16 17 -14 -19 20 -18 23 -23 -21 -25 -22 28 -28 -24 -30
right_child=3 2 -4 4 6 -7 7 10 9 -11 11 12 16 -15 15 -17 19 18 -20 21 25 22 26 24 -26 -27 27 -29 29 -31
leaf_value=-0.10007176856050432 0.019971552234981919 -0.10005775815231457 0.08628315495179209 -0.0092427905902057791 0.02269145754720708 -0.10003494551457875 0.028672966173031406 0.022203159767130068 0.026466002138722231 -0.075805369445361578 -0.039229473128128342 0.036632808248154715 0.037886690868615049 -0.10024783619045448 0.02846729330812775 -0.071590313471160072 0.00024626921695925766 -0.04951173058263017 0.011460815997188248 0.040483347189921165 -0.031423606668532153 -0.052256193386728482 -2.5126182081938207e-05 0.033555184655754036 -0.025142422208005312 -0.10013531606300573 0.042473914456584924 0.0013080670476027048 0.01611302994465642 -0.056331600651812544
leaf_weight=0.0015124714892776154 0.010888338330278358 0.0010180186794332587 0.0013995004516649256 0.0026735959550337612 0.011627874298413943 0.002175119799606536 0.007258742012851426 0.013496672880137339 0.0032825999081985682 0.0076665779835244927 0.0063007699836816746 0.016103924447634206 0.035587563829722058 0.0043240495656409186 0.0034438627523516964 0.0096491396576494064 0.017535237392678482 0.012279047078745053 0.014125882849418403 0.021230929438388557 0.0058123681480992673 0.0081120846843987238 0.35191643161243413 0.012408260847223573 0.01622434467549283 0.0066780077197368115 0.024632881512161114 0.15857602463290912 0.017791626309723266 0.027082781485006133
leaf_count=76 25 47 10 38 33 46 24 12 25 32 13 17 39 23 37 83 23 32 23 24 14 12 1251 18 28 34 38 748 36 39
internal_value=-6.99743e-05 -0.0337057 0.00781489 8.95027e-05 -0.000175147 -0.0499719 0.000121786 -0.000205639 -0.0157163 -0.0451441 0.000154903 -0.000231655 9.01678e-05 -0.0130155 -9.64316e-05 -0.0452721 0.000691974 0.0145539 -0.0168932 -0.000594454 -0.0282103 0.000705256 -0.000710758 0.0174063 0.000294844 -0.0681605 1.01745e-05 0.00684292 -0.00314468 -0.027609
internal_weight=0.832815 0.00392999 0.00241752 0.828885 0.817996 0.00484872 0.813148 0.80152 0.0182079 0.0109492 0.783312 0.769815 0.763514 0.033521 0.0291969 0.013093 0.729993 0.0619925 0.0264049 0.668001 0.0300256 0.637975 0.588112 0.0498635 0.0286326 0.0124904 0.58 0.183209 0.396791 0.0448744
internal_count=2900 133 57 2767 2742 84 2658 2625 81 57 2544 2532 2519 160 137 120 2359 94 55 2265 71 2194 2124 70 46 48 2112 786 1326 75
is_linear=0
shrinkage=0.1


Tree=814
num_leaves=31
num_cat=0
split_feature=4 3 3 4 2 1 4 3 3 2 3 3 2 0 3 3 3 3 2 2 3 2 4 2 3 2 0 1 0 3
split_gain=0.000377467 0.00244372 0.00171917 0.00113741 0.001392 0.00129921 0.000905139 0.00134459 0.000878987 0.000787882 0.000744553 0.00154572 0.000668008 0.00111477 0.000634224 0.0059115 0.00610654 0.00397105 0.00227242 0.00510844 0.0048057 0.00330766 0.00315431 0.00854773 0.00534126 0.00368676 0.0034294 0.00288633 0.00441621 0.00212922
threshold=49.275256100300005 -0.25095999999999996 -0.24299499999999999 49.842240509300005 -0.23361999999999997 86.858705278550005 48.852845034800005 -0.52484999999999993 -0.15684499999999998 -0.16297999999999999 0.079095000000000013 0.075065000000000021 -0.62958999999999998 93.262612545250008 0.084365000000000009 0.083905000000000021 0.083795000000000022 0.085155000000000022 -0.065399999999999986 -0.071129999999999985 1.0000000180025095e-35 -0.0086649999999999991 42.541806567400009 -0.082509999999999986 0.072890000000000024 -0.11808 91.144107538500023 61.971648364950006 78.029808778150013 0.084795000000000023
decision_type=2 2 2 2 2 2 2 2 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 7 9 -8 -1 11 -7 13 -9 15 16 18 29 19 22 -20 -22 24 -24 27 26 -26 28 -14 -16
right_child=1 2 3 4 5 10 8 12 -10 -11 -12 -13 14 -15 17 -17 -18 -19 20 -21 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.10006114063869245 -0.10011522252616954 0.1000562381754278 -0.10003143633240524 0.087172431092503777 -0.10004570912001075 0.054410674842979713 0.050068722953517164 -0.05606621837254662 0.0028944554313127912 -0.017790363563703695 0.060391911539035753 -0.10004582496595216 0.051719853575004505 0.0097324039341137609 -0.015326497322099933 0.079465883551030125 -0.10025508082041144 -1.8391639400865768e-05 -0.0037202134175839496 -0.10031893019077268 0.072664142296142639 -0.0014903519569624372 -0.0038963148831456366 0.079436720477614686 0.052521855796248809 -0.071790478915089134 -0.10006288241037171 0.020813973713669612 -0.082374197529988036 -0.089361848721183468
leaf_weight=0.0020508785393289894 0.0027794344887368547 0.0016224980354309091 0.001258058323888589 0.0015458375158683441 0.001491409862889535 0.0012575642606194037 0.0070742700200696609 0.0054913683871120472 0.0089428070718646779 0.002691955871979082 0.0016730818304392381 0.0013364961461466152 0.0036828421830762612 0.0048480423712368298 0.0080001939844347482 0.010134401274601301 0.0057603224839180558 0.53864438860132247 0.038598679594544105 0.0051940757860064459 0.020002191220135107 0.0086019423278707319 0.050540562758182139 0.01627168829200798 0.0054065274015899752 0.019559490479957944 0.0020245538886512048 0.035471506366566541 0.0073727567624075618 0.0075510584547422406
leaf_count=45 15 1 35 8 82 15 14 14 31 34 25 38 43 33 24 23 11 1401 248 15 42 88 267 15 11 41 73 159 24 25
internal_value=-7.66595e-05 -0.0170057 0.00567461 -0.0122098 0.00291604 -0.0197019 0.000192993 -0.000279489 0.0237299 -0.0533656 0.00837907 -0.0251675 3.79493e-05 -0.0252139 0.000371475 0.00480311 0.00133992 -0.0014567 0.00409096 -0.00293264 0.0193002 0.0503641 0.00067195 0.0163989 -0.0136206 -0.04901 0.0109511 0.00690896 -0.0377048 -0.0512751
internal_weight=0.826881 0.0129644 0.0101849 0.00856245 0.00730439 0.00575855 0.813917 0.797899 0.0160171 0.00474283 0.00426714 0.00259406 0.793157 0.0103394 0.782817 0.228622 0.218487 0.554196 0.212727 0.145524 0.0672028 0.0286041 0.14033 0.0668123 0.0735177 0.0269906 0.00743108 0.0465271 0.0110556 0.0155513
internal_count=2900 219 204 203 168 160 2681 2636 45 79 78 53 2557 47 2510 1060 1037 1450 1026 648 378 130 633 282 351 125 84 226 67 49
is_linear=0
shrinkage=0.1


Tree=815
num_leaves=31
num_cat=0
split_feature=0 1 1 1 2 4 1 0 1 1 0 3 3 2 2 0 4 2 1 1 3 0 0 2 2 2 1 3 4 4
split_gain=0.000355004 0.0021519 0.00357347 0.00185234 0.0034488 0.00629954 0.00256573 0.00136383 0.00433671 0.0014346 0.00368212 0.00322306 0.00537247 0.00496793 0.00506726 0.00472396 0.00335158 0.00276264 0.00231963 0.00410808 0.00261313 0.00251419 0.00195839 0.00176124 0.00399497 0.00281681 0.00302332 0.00373626 0.00143557 0.00352716
threshold=87.568458224950021 62.116825104000007 62.197478847950002 64.654729579150015 -0.083794999999999994 42.297164883650005 65.111767461350013 86.866770652900016 62.106071271500007 62.046925192600007 86.597924839850023 0.086785000000000015 0.09310000000000003 -0.075174999999999992 -0.082509999999999986 86.388225105700016 43.57842012870001 -0.088099999999999998 62.020040611300011 62.009286778800011 0.087205000000000019 86.232294534150014 85.968825637350008 -0.095019999999999993 -0.10282499999999999 -0.08725999999999999 61.987779113750001 0.070195000000000021 35.818873074050011 39.468990633150007
decision_type=2 2 2 2 2 2 2 2 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 -4 -6 -5 9 -9 10 18 13 17 14 15 16 -11 -13 19 21 -20 23 -14 24 28 -25 27 -27 -1 -30
right_child=1 2 3 6 5 -7 -8 8 -10 11 -12 12 22 -15 -16 -17 -18 -19 20 -21 -22 -23 -24 25 -26 26 -28 -29 29 -31
leaf_value=0.062843985317417181 0.043895945013143506 -0.087597899270580773 0.037569597588742454 -0.071934014896073067 0.047111902178894487 -0.0495287489703903 -0.00014819718805935122 -0.048087910622795868 0.013677399165633947 0.062011764147716003 0.049041698883793838 -0.024782304169043246 0.029185335563907712 -0.046629895851057479 0.066084904817962711 -0.056280919283671162 -0.029066563820431154 -0.10021792502957882 -0.015613690644902676 -0.065571564919537126 0.049577095903273388 -0.043492565892833547 -0.019297300508462928 0.042594826866572469 -0.084005203066457784 -0.075586622081044857 0.057514964939703206 0.0032212033575486927 -0.076586346560219509 0.0051118944486582057
leaf_weight=0.0033234918320507586 0.011859870446642162 0.0045336502662394187 0.036350121969007887 0.0050511935228314533 0.011566369923201592 0.016181765980945784 0.3478856940713515 0.023756660573098966 0.0217982177671843 0.011087678066080596 0.017192891384183895 0.0084761237202601626 0.012200092757482794 0.013105379128439232 0.017155949517722036 0.01041750149715881 0.0063567701604867457 0.011363255326974745 0.0092273586174360656 0.0099992305842919738 0.018429544533702824 0.012115890405240748 0.026275033537331183 0.022972881866735406 0.0064839591483138994 0.0066851624851722432 0.0088555379211925356 0.060088458879265921 0.0060394840257060869 0.042269702503529516
leaf_count=51 10 5 34 10 25 24 1839 31 31 42 18 17 44 36 9 14 23 31 13 22 40 23 41 34 15 86 18 121 34 159
internal_value=-7.73075e-05 0.0018865 0.000704663 0.00166461 0.0173033 -0.00924563 -0.00117559 -0.00228427 -0.0185329 -0.000107967 0.00457778 -0.00910955 -0.0257197 0.00755527 0.0233294 -0.00299726 0.0288228 -0.067989 0.00087561 -0.00329247 0.0278271 0.000396011 -0.00392392 0.00378903 -0.0100193 0.0119277 0.00261241 -0.00466879 -0.000728265 -0.0051018
internal_weight=0.819105 0.433429 0.421569 0.417035 0.0640983 0.0277481 0.352937 0.385676 0.0455549 0.340121 0.223684 0.116438 0.0583145 0.0581233 0.0450179 0.0278619 0.0174444 0.0198394 0.206491 0.178834 0.0276569 0.168835 0.0384751 0.156719 0.0581166 0.098602 0.0756292 0.0667736 0.0516327 0.0483092
internal_count=2900 1947 1937 1932 83 49 1849 953 62 891 634 257 133 124 88 79 65 48 616 563 53 541 85 518 259 259 225 207 244 193
is_linear=0
shrinkage=0.1


Tree=816
num_leaves=31
num_cat=0
split_feature=1 3 3 2 0 1 1 0 4 0 1 2 0 3 3 0 3 2 3 2 4 0 2 4 0 3 1 3 0 1
split_gain=0.000344807 0.00109214 0.000814444 0.00103416 0.000387172 0.00311157 0.00262608 0.00180424 0.00173817 0.00429157 0.00285177 0.00339272 0.00250974 0.00189138 0.00814743 0.00606685 0.00403071 0.00290151 0.0043007 0.00796202 0.00491121 0.00635134 0.0123031 0.0109469 0.00791174 0.00440796 0.00374833 0.00298201 0.00318652 0.00387531
threshold=89.619751778500017 0.07870000000000002 -1.0000000180025095e-35 -0.046474999999999995 89.057864029250013 63.910026677050006 64.84561010645001 89.458444290650007 38.592454371550012 88.576630023850015 59.74022811670001 -0.11420499999999999 85.253695774650012 0.083415000000000031 0.085765000000000022 87.181320254150009 0.08594000000000003 -0.12835499999999997 0.097615000000000021 -0.097799999999999984 43.19689381845 86.135510041400025 -0.068524999999999989 42.448133449100006 85.737618238150006 0.10273500000000002 61.928633034850002 0.10661000000000002 86.345209775600011 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 3 -2 8 -6 -7 -8 10 13 -1 -12 -13 15 -15 -10 -16 -18 19 -19 21 23 -23 24 -21 26 -20 -27 29 -29
right_child=1 -3 -4 -5 5 6 7 -9 9 -11 11 12 -14 14 16 -17 17 18 25 20 -22 22 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-0.050521642319354569 -0.1000381919131989 -0.10002394298352796 0.042207145151342856 0.028161935446003657 0.031876791780672806 -0.064220837034460965 0.05675869374008137 -0.00012141202378077865 0.0027142824127994888 -0.069881543745154345 -0.028633011313283219 0.017464989490567382 0.087086885952441753 -0.065088364163674139 0.058656379223608217 0.097677384778020973 0.020901587342057326 -0.10019803561070778 0.07139659121904994 -0.014462494142474393 0.044129059615450536 -0.10020977285789789 0.0052672303376077624 -0.070289944535882207 0.085278025735423424 -0.040313825085251449 0.0026435614976970784 0.018534296647558214 0.047791016614722633 -0.063717119623017307
leaf_weight=0.0048348469918507225 0.0013422665126708311 0.001435715888396371 0.0023105228499901318 0.0011845076799130438 0.032764980234844643 0.0063220470437954637 0.005670868761826652 0.33567149140183816 0.10000892920871304 0.0095926562057448428 0.0067819347934687168 0.010185992730079141 0.010530540236686647 0.021887395303821222 0.010672145377611741 0.0072126819258726818 0.038833495247336758 0.011620024355352088 0.016072370419806248 0.015397354590248089 0.013179377450205587 0.022431933819461847 0.021811079977851477 0.01353877374697289 0.016449238592727511 0.019855619431922378 0.015651829994297373 0.014569132677857866 0.012917473324705497 0.0094396545561838963
leaf_count=65 58 217 70 35 37 15 9 1440 350 16 49 30 19 40 9 23 60 18 18 32 27 26 24 35 18 33 25 25 26 51
internal_value=-8.04969e-05 -0.0234346 -0.00070273 -0.0399402 0.000101739 0.00241714 -0.000359227 0.000823562 -0.00197831 -0.00382031 0.0203047 0.0327576 0.0528549 -0.00215944 -0.00656115 0.00910235 -0.00148664 -0.00414148 -0.00893373 -0.0217368 -0.0128685 -0.0212497 -0.0482113 0.00503323 0.037055 0.00761906 0.0374758 -0.00906197 0.00774246 -0.0138049
internal_weight=0.810177 0.00627301 0.0048373 0.00252677 0.803904 0.380429 0.347664 0.341342 0.423474 0.391141 0.0323333 0.0274985 0.0207165 0.381549 0.274327 0.107222 0.25244 0.241767 0.202934 0.114428 0.102808 0.0896284 0.044243 0.0453854 0.0318466 0.0885061 0.0317242 0.0567819 0.0369263 0.0240088
internal_count=2900 380 163 93 2520 1501 1464 1449 1019 856 163 98 49 840 467 373 427 418 358 180 162 135 50 85 50 178 43 135 102 76
is_linear=0
shrinkage=0.1


Tree=817
num_leaves=31
num_cat=0
split_feature=4 3 3 4 2 1 4 3 3 3 0 3 1 1 2 2 4 1 3 0 0 0 3 3 0 3 3 3 2 2
split_gain=0.00034445 0.00224938 0.00153445 0.0010063 0.00125366 0.00117284 0.000743332 0.000811696 0.000694868 0.00137298 0.000573587 0.000831169 0.000861339 0.000833656 0.000616798 0.000569855 0.00109055 0.000793755 0.000724093 0.00188167 0.00227932 0.00237599 0.00411175 0.00156486 0.000800835 0.0042274 0.000560745 0.00194714 0.00149494 0.00264565
threshold=49.275256100300005 -0.25095999999999996 -0.24299499999999999 49.842240509300005 -0.23361999999999997 86.858705278550005 48.852845034800005 -0.22253999999999999 0.079095000000000013 0.075065000000000021 76.591483678350016 -0.25445999999999996 56.229101798300007 55.583871847050013 -0.22866 -0.62958999999999998 40.580626202750004 58.549241164900003 0.21240500000000004 85.901614184050018 87.393708446500014 91.144107538500023 0.25847000000000003 0.12746000000000005 83.011521693850014 0.099780000000000021 0.11308000000000003 0.11048000000000002 -0.086339999999999986 -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=6 -2 -3 -4 -5 -6 10 -8 9 -7 11 -1 13 -13 -14 16 -12 -17 23 -20 -21 -22 -23 24 25 -19 27 -26 -28 -30
right_child=1 2 3 4 5 8 7 -9 -10 -11 15 12 14 -15 -16 17 -18 18 19 20 21 22 -24 -25 26 -27 28 -29 29 -31
leaf_value=-0.10005756683313226 -0.10010520285912963 0.10005048235939538 -0.1000272833825656 0.085123794757491711 -0.10004176080751687 0.051198835015023106 0.049001405886484689 0.0028191445162910572 0.058938218221671779 -0.10004137791597366 0.011172204935477723 -0.048765391060685288 -0.0071109332878074825 0.030156825053864494 -0.10007048781825206 0.033356265145022726 -0.054411705160647222 -0.10005184950880647 0.072939199733325799 -0.040539258849482319 0.10002025805413445 0.066833771365897798 -0.10006265868577438 -0.049578184222501105 0.00042209548563216414 0.067082396513456183 0.047044846879758684 -0.04295060063226095 -0.054681488533108259 0.033674641112445218
leaf_weight=0.0012469035310267518 0.0025559261502472461 0.0014567377511411914 0.0011075870465832027 0.0014531217620152876 0.0013542209361703233 0.0011716210747607647 0.0064315717878571368 0.0093217792925948117 0.0015898782917278531 0.0012308174496498125 0.0048020410925679047 0.0018903679191578857 0.0012896628681860756 0.0045838179098893761 0.0015983999627842138 0.007225431693344663 0.0053715148896509024 0.0039076517527063528 0.0048511456809592754 0.007141236259252893 0.0034799550121533693 0.0034935585226192707 0.0025562784938872058 0.0064357618942630914 0.67521182968364102 0.0024699069589004807 0.0091286616052583328 0.010511685554016492 0.0060452053729901376 0.0077124683278917893
leaf_count=86 15 1 35 8 82 15 11 34 25 38 27 70 23 29 23 26 19 73 9 18 10 15 37 30 2016 12 34 33 17 29
internal_value=-8.54713e-05 -0.0169573 0.00573821 -0.0116368 0.00276104 -0.0196241 0.000170164 0.0216738 0.00765409 -0.0262846 -0.000269233 -0.0233606 -0.0131458 0.00711269 -0.0585594 5.29635e-05 -0.0234553 0.000371774 5.09875e-05 0.0181257 0.00217535 0.0341839 -0.0036861 -0.000488234 -4.63639e-05 -0.0353239 0.000271138 -0.000242779 0.0156692 -0.00514958
internal_weight=0.798627 0.0119199 0.00936398 0.00790725 0.00679966 0.00534654 0.786707 0.0157534 0.00399232 0.00240244 0.770953 0.0106092 0.00936225 0.00647419 0.00288806 0.760344 0.0101736 0.750171 0.742945 0.0215222 0.016671 0.00952979 0.00604984 0.721423 0.714987 0.00637756 0.70861 0.685724 0.0228863 0.0137577
internal_count=2900 219 204 203 168 160 2681 45 78 53 2636 231 145 99 46 2405 46 2359 2333 89 80 62 52 2244 2214 85 2129 2049 80 46
is_linear=0
shrinkage=0.1


Tree=818
num_leaves=31
num_cat=0
split_feature=2 2 3 4 3 3 2 2 1 1 2 3 3 3 3 2 3 1 1 1 3 3 3 1 3 2 3 3 1 4
split_gain=0.000514807 0.00089888 0.000531829 0.00160565 0.00131188 0.00130768 0.000629783 0.00152799 0.00150394 0.00224383 0.00137992 0.00115415 0.00114135 0.00204062 0.00145311 0.00104205 0.00392843 0.00292548 0.00339927 0.00328833 0.00287589 0.00255049 0.00654432 0.00424636 0.00529159 0.00704519 0.00331886 0.00517911 0.00428859 0.00384524
threshold=-0.68276999999999999 -0.62958999999999998 0.21240500000000004 39.268993001500007 0.41991500000000009 0.12746000000000005 -0.0039949999999999994 0.048530000000000011 70.284360904350009 62.014663695050011 0.072320000000000023 0.091385000000000022 0.11263500000000003 0.11614000000000002 0.11048000000000002 -0.079824999999999993 0.10419000000000002 61.917879202350001 61.966271448700006 61.767325547050007 0.10371000000000001 0.09117500000000002 0.089185000000000028 62.084563606450011 0.093295000000000031 -0.053019999999999991 0.07950500000000002 0.082620000000000013 62.106071271500007 41.590548329450009
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 8 9 -8 11 -9 14 -14 15 16 -3 19 -19 -17 21 22 26 -23 -25 -26 -20 -28 -29 -30
right_child=1 2 3 4 -6 -7 7 10 -10 -11 -12 -13 13 -15 -16 17 -18 18 20 -21 -22 23 -24 24 25 -27 27 28 29 -31
leaf_value=0.043096616805299866 -0.033630355151470746 -0.0006572375668058416 -0.032540264601629031 0.066435906546064669 0.0074724218670590399 -0.045742303322654464 -0.066200898127640684 0.056688351181772262 -0.1000752940017591 0.012348209736892239 -0.0067367246508153447 -0.036041473711765804 0.065903764890070979 -0.00011684807926298427 -0.041263932703044709 0.013187529989771041 -0.068069153759894849 0.05527750994139885 0.020322725907066685 -0.05987832998384305 0.036865091166261417 -0.083660093046569906 0.062300321991891221 -0.061137544710899751 0.061824665287236041 -0.046782339031773992 -0.079587048655899176 -0.040404246638029613 -0.02811547047320688 0.052584865465864584
leaf_weight=0.0027517280113099609 0.0079771785869338085 0.41422191353042676 0.0051360836079814556 0.0064522083748350676 0.00908834047557594 0.0062861575036766695 0.0063692271399261409 0.0064548884404974976 0.002900856948652328 0.0084767408580113113 0.054040951991070119 0.0016945845650647587 0.0074806035289256565 0.012512770818439821 0.0082926327203077799 0.011463806665272858 0.008828878492897041 0.015537497204711315 0.040125844822214762 0.013312122755451128 0.026823327362156091 0.0082213402195634444 0.019418537042518835 0.01129517285265047 0.015924758402168754 0.0095574196171654968 0.010799637281064534 0.017467309827907229 0.0091784220259389093 0.016552164851621587
leaf_count=12 37 1490 38 27 25 30 41 86 66 29 424 22 24 45 22 26 45 20 110 16 44 14 22 27 34 26 24 17 30 27
internal_value=-8.17632e-05 -0.000231803 0.000108064 0.015933 0.0319532 -0.000320645 5.65627e-05 -0.00833776 -0.0342191 -0.021351 -0.000952194 0.0374063 0.00104771 0.024585 0.000331458 0.000863168 -0.00206409 0.00635056 0.0103489 -0.0260708 0.0065829 0.00145949 0.00944427 -0.0186879 -0.00416383 0.0210902 -0.00146043 -0.0176476 -0.00216251 0.023798
internal_weight=0.794643 0.791891 0.783914 0.0206766 0.0155405 0.763238 0.756951 0.0799372 0.0177468 0.014846 0.0621904 0.00814947 0.677014 0.0199934 0.657021 0.648728 0.423051 0.225677 0.200901 0.0247759 0.185364 0.158541 0.113542 0.0449987 0.0367774 0.0254822 0.0941234 0.0539975 0.0431979 0.0257306
internal_count=2900 2888 2851 90 52 2761 2731 668 136 70 532 108 2063 69 1994 1972 1535 437 395 42 375 331 230 101 87 60 208 98 74 57
is_linear=0
shrinkage=0.1


Tree=819
num_leaves=31
num_cat=0
split_feature=0 0 1 2 2 2 0 3 0 1 4 2 0 2 1 3 2 3 0 3 2 3 3 2 0 2 3 2 4 4
split_gain=0.00037399 0.00239174 0.00108653 0.00219322 0.00227429 0.00197209 0.00214638 0.00188888 0.00148809 0.00190619 0.00089771 0.000837348 0.00271176 0.00508263 0.00281198 0.0033299 0.00262722 0.00545352 0.00452241 0.00250812 0.00609551 0.00656308 0.00234357 0.00327212 0.00329139 0.00371023 0.00312889 0.00234151 0.00215098 0.00207121
threshold=97.835679825150024 97.550703263350016 78.220689305400015 -0.59681499999999998 -0.08756499999999999 -0.094344999999999998 98.615332683000005 0.089335000000000012 100.87363751255002 75.645146416450004 45.027406014450008 -0.071129999999999985 94.832672093450014 -0.092624999999999999 72.303392960300016 0.085155000000000022 -0.053019999999999991 0.087530000000000011 86.280686780500005 0.088395000000000015 -0.036264999999999999 0.092425000000000021 -0.072169999999999998 -0.016334999999999999 93.442739239950015 0.11529000000000002 -0.093074999999999991 -0.075840000000000005 37.663157789700008 41.028010303750008
decision_type=2 2 2 2 2 2 2 2 2 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 -2 5 6 -5 -6 9 -9 -8 12 27 14 -14 -16 17 -13 -19 22 -21 -22 26 -24 25 -25 28 -1 -18 -23
right_child=2 -3 -4 4 7 -7 10 8 -10 -11 -12 16 13 -15 15 -17 19 18 -20 20 21 29 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0020554649410483034 -0.10011785366004822 0.037792355134122789 0.0010247821185414045 0.030651948458566891 -0.10018068676974688 0.080721927695791937 -0.10003732649744797 0.014263565108294032 0.032598464141947281 -0.092324374118914143 0.01117236170782189 -0.023123911310974483 -0.033498266301653361 -0.089244551171497502 -0.039169041317751063 0.060135148124045482 0.063615452181486107 -0.0071438588091510997 0.063339904278346584 -0.090275206287760187 -0.073334707951753092 0.029007268468597483 0.050011520946985494 -0.079819457230154323 0.046880437333215383 0.023315418045653721 -0.10009420916329688 -0.026372997663366805 -0.01528889602279157 -0.0096737412567145104
leaf_weight=0.3846358764844095 0.0031790752318976425 0.017010157801394143 0.071513228842539495 0.0059139150570137744 0.0038097469998530113 0.0036087993789806197 0.0025099531357753446 0.00297492488999751 0.0037451211750383351 0.0038481985881391179 0.0010211707533752667 0.018398534628431662 0.01867458186844928 0.0099155994990304253 0.0052327405151941795 0.0095201278462067052 0.0043589459744168826 0.013076165724001498 0.029960727404336751 0.0093789372796457826 0.011384539548328076 0.028216547462896813 0.024189344455065154 0.0076112326625475644 0.0082963032194065915 0.0064390099470478732 0.0035772424215000089 0.031332807568705823 0.016658004139098515 0.027174774531410456
leaf_count=891 14 33 878 21 43 9 45 21 14 24 28 26 56 52 40 18 16 26 40 33 56 63 45 35 43 62 19 38 123 88
internal_value=-7.82901e-05 0.000763303 -0.00572364 -0.0214893 -0.0123771 0.0178417 -0.00618389 -0.0398127 -0.0180507 -0.0458514 -0.0678764 -0.000179571 -0.00256619 -0.0263698 -0.0077192 0.0249126 0.00507244 0.0224439 0.0419244 -0.00217353 -0.0147852 -0.00418233 0.0113291 0.0245248 -0.00306365 -0.0325543 -0.0136393 -8.59067e-05 0.00107598 0.0100305
internal_weight=0.787166 0.685042 0.102124 0.0306109 0.0274318 0.0130538 0.00944504 0.014378 0.0105682 0.00682312 0.00353112 0.668032 0.459312 0.043343 0.0334275 0.0147529 0.20872 0.0614354 0.0430369 0.147285 0.0761548 0.0667759 0.0711301 0.0465359 0.0223465 0.0140502 0.0245942 0.415969 0.021017 0.0553913
internal_count=2900 1803 1097 219 205 103 94 102 59 45 73 1770 1095 166 114 58 675 92 66 583 240 207 343 185 140 97 158 929 139 151
is_linear=0
shrinkage=0.1


Tree=820
num_leaves=31
num_cat=0
split_feature=1 0 0 4 2 2 0 0 3 4 0 2 1 4 3 1 2 1 2 0 1 4 4 0 1 2 0 3 3 0
split_gain=0.000355988 0.00210035 0.00300157 0.0038592 0.00670654 0.00185815 0.00142406 0.00191287 0.00248096 0.00135356 0.00123963 0.00223315 0.00448898 0.00422688 0.0036912 0.00340471 0.00293466 0.00339286 0.00206241 0.00181332 0.00147425 0.00196971 0.0014398 0.00354938 0.00227094 0.00277794 0.00248385 0.00175897 0.00661587 0.00536055
threshold=69.873026810350026 94.614906984850009 94.047642319350018 39.468990633150007 -0.073724999999999999 -0.086339999999999986 94.832672093450014 95.141844778450022 0.083290000000000017 40.337496327150006 89.057864029250013 -0.083794999999999994 63.910026677050006 40.21994457600001 0.079785000000000009 65.966697146800016 -0.12835499999999997 68.214248143850014 -0.055714999999999994 90.837623311600012 65.630639880500027 37.511241581900002 38.592454371550012 88.576630023850015 59.74022811670001 -0.11420499999999999 85.253695774650012 0.083415000000000031 0.085765000000000022 87.181320254150009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 4 -2 -5 -3 8 -8 -7 22 12 -12 20 -15 -14 17 -17 -16 -18 -13 -22 24 27 -1 -26 -27 29 -29 -24
right_child=1 6 -4 5 -6 9 7 -9 -10 -11 11 13 15 14 18 16 19 -19 -20 -21 21 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=-0.045026639918234385 -0.10026711111171821 0.028664533107679569 -0.078182704310070517 0.07496348553152074 0.020931793943456498 -0.097466081405856955 0.018931007190730195 0.00019707326471909092 -0.10011437701621589 0.04054869194982072 0.066729877483928876 0.042497153537894627 -0.025210635470907791 0.020952443079574772 -0.10028753635771193 -0.04707709568205834 0.083333643079597702 0.037057167088224194 -0.0304346585666329 0.022238407526350788 -0.01975635076919191 0.034653614032026298 0.0035046037807239909 -0.064906630344850641 -0.025044743590774 0.014553827799475207 0.085649474333007736 -0.06063135352752988 -0.0014127189447459968 0.098248392770620266
leaf_weight=0.0046776792747835359 0.0086094434863407711 0.016645502638695353 0.0083434779230462698 0.006141957851539228 0.0097204206922094881 0.0013096755424157882 0.0029327117351829459 0.17512345172853133 0.0043432807535113138 0.0015534846630751451 0.016773610746895429 0.013562217128310294 0.020179413217192632 0.0076201319653534929 0.0078773578911750502 0.008987687760749985 0.0097441650304972427 0.010270280089109463 0.0091206022395637926 0.0096881390049929905 0.016458036348922178 0.011168439122300811 0.097528993062776348 0.0091035057232602412 0.0066969603995831557 0.009989554619656893 0.0096717889828141779 0.020485608841028125 0.23856169294619051 0.0063613527020720531
leaf_count=65 24 33 83 34 21 10 25 1301 29 39 13 17 36 28 9 35 22 32 36 21 29 26 347 12 48 28 19 39 423 16
internal_value=-8.45981e-05 -0.00334004 -0.025683 -0.00965842 -0.0359947 0.0439489 0.000664885 -0.00189032 -0.0521311 -0.0225824 0.00131869 0.00937301 0.0210925 -0.00409823 -0.0368803 0.0080891 0.025457 -0.00220827 -0.0628065 0.0528741 0.0154953 0.00223974 -0.00150777 -0.00323399 0.019185 0.0305804 0.0495271 -0.00168706 -0.00609576 0.0093059
internal_weight=0.779251 0.234723 0.0356785 0.027335 0.0183299 0.00900512 0.199045 0.182399 0.00727599 0.00286316 0.544527 0.14145 0.0756433 0.0658068 0.0246181 0.0588697 0.0386903 0.019258 0.016998 0.0194323 0.0411887 0.0276265 0.403077 0.372041 0.031036 0.0263583 0.0196613 0.362938 0.259047 0.10389
internal_count=2900 1599 211 128 45 83 1388 1355 54 49 1301 304 159 145 73 146 110 67 45 43 72 55 997 837 160 95 47 825 462 363
is_linear=0
shrinkage=0.1


Tree=821
num_leaves=31
num_cat=0
split_feature=2 3 3 4 2 4 3 2 2 3 2 4 2 2 4 4 2 3 3 1 3 4 3 3 3 4 2 4 1 0
split_gain=0.000358271 0.00121646 0.00466714 0.00164288 0.00378966 0.00215305 0.00216983 0.00176628 0.00203845 0.00315812 0.00145398 0.00282495 0.00111411 0.00103509 0.00380007 0.00311714 0.00342842 0.00608417 0.00372161 0.00419043 0.00386208 0.00280669 0.0027515 0.00575884 0.00431602 0.00242921 0.00193493 0.00177285 0.00160087 0.00335981
threshold=-0.11808 0.085345000000000018 0.087205000000000019 42.599563320500003 -0.5331499999999999 40.259171735100004 0.09117500000000002 -0.23280999999999999 -0.50001499999999999 0.10045500000000003 -0.50001499999999999 41.093509583400007 -0.14228499999999997 -0.088099999999999998 36.625813070500008 37.797539186950011 -0.092289999999999997 0.082775000000000029 0.098200000000000023 61.971648364950006 0.091885000000000022 41.468518788800004 0.086105000000000029 0.083565000000000014 -1.0000000180025095e-35 41.348489042950007 -0.085734999999999992 42.929886289700008 81.524804347700012 106.56510337475001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 8 9 -8 11 -7 -12 14 -2 -16 18 -18 19 -17 22 -19 23 24 -21 -24 -15 -23 -28 -30
right_child=13 2 3 4 -6 10 7 -9 -10 -11 12 -13 -14 26 15 16 17 21 -20 20 -22 27 25 -25 -26 -27 28 -29 29 -31
leaf_value=-0.005410254731672141 0.040408190928490517 0.064188751785669171 -0.078137120161902218 0.033350029246447713 -0.071801961583053076 0.046935773088766237 0.029022117639308006 -0.040865541606095762 0.051440495038634973 -0.0959776176150825 0.05006766405892752 -0.039571114459259482 0.011781268757628045 0.023881671298152527 -0.073695298459511602 -0.053177061441360154 0.049172383325696865 -0.011286517693258842 -0.058446081303900971 0.052562112992071544 0.065101533203564793 -0.10026089582025617 0.011973927384901604 0.070537243850633452 -0.065783493664295853 -0.048144808322345994 0.00027546266518016233 -0.038708548406977711 -0.10005728903187915 0.008566571234328314
leaf_weight=0.081523642601385241 0.014278432263398533 0.014195808083949171 0.0043469119922492213 0.0058033431155158086 0.0083715916950474756 0.00648991442976632 0.0054105536951213548 0.0078387351716801834 0.0084350088676337087 0.003226532794312946 0.018188688927580132 0.0090236607197766716 0.013056245664868488 0.034442582336504435 0.0081781947265044674 0.0097735018189268885 0.0068558524342279261 0.0096997458208534226 0.0094428618155621979 0.0049646865197698871 0.013333708511018116 0.012332373980356692 0.013611551163421609 0.014541085381985397 0.0081246714504724614 0.013277347790094242 0.39329223121660772 0.0075403717207933587 0.0049289807466030445 0.0067429665931685156
leaf_count=739 54 34 33 32 30 23 39 35 23 18 35 35 15 66 21 18 22 17 37 23 28 28 16 24 26 31 1062 24 89 223
internal_value=-8.13419e-05 0.00374305 0.0108915 0.00250273 -0.0287518 0.00833085 -0.0129449 -0.00156889 0.0164744 -0.0176737 0.0216435 -0.00338202 0.034069 -0.00129597 -0.00859225 -0.0139057 -0.00994631 -0.0357054 0.000830855 0.00804158 0.0168595 -0.0553828 0.00506099 0.0272226 -0.020896 -0.0177118 0.00112758 -0.0769059 -0.000807674 -0.0373045
internal_weight=0.771272 0.185911 0.104387 0.0901912 0.0141749 0.0760163 0.0292577 0.0249108 0.0170721 0.00863709 0.0467585 0.0155136 0.0312449 0.585361 0.145954 0.131676 0.123498 0.0364283 0.0870694 0.0776266 0.0678531 0.0295725 0.0545193 0.0276304 0.0130894 0.0268889 0.439407 0.0198727 0.404964 0.0116719
internal_count=2900 1091 352 318 62 256 148 115 80 57 108 58 50 1809 369 315 294 91 203 166 148 69 120 73 49 47 1440 52 1374 312
is_linear=0
shrinkage=0.1


Tree=822
num_leaves=31
num_cat=0
split_feature=1 4 0 2 1 0 0 0 0 4 4 3 1 2 2 4 4 4 4 1 1 4 1 2 4 2 4 3 1 3
split_gain=0.000349316 0.000990446 0.000485314 0.000866009 0.000336804 0.00217346 0.00180444 0.00184213 0.00182137 0.00142796 0.00221059 0.00116832 0.000721018 0.00125119 0.0026128 0.00161203 0.0016789 0.00126292 0.00295957 0.00345139 0.00106951 0.00087267 0.00078527 0.000663318 0.00152785 0.00366369 0.00388242 0.00256002 0.00222433 0.00191368
threshold=89.619751778500017 45.027406014450008 116.55541378745001 -0.046474999999999995 77.898074329750017 99.378854792050006 97.835679825150024 99.515966156650009 100.37896121655002 40.259171735100004 41.093509583400007 0.10500500000000003 78.433077497700012 -0.15895000000000001 -0.088944999999999996 44.710446918150005 42.622319549950006 42.406961525800007 41.24714903835001 81.524804347700012 82.987325570650015 39.039757512550004 80.059594666650014 -0.11808 39.268993001500007 -0.12835499999999997 36.514114975300011 0.10500500000000003 68.214248143850014 0.083185000000000023
decision_type=2 2 2 2 2 2 2 2 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 23 -6 -8 -9 -7 -11 12 -10 20 21 16 17 18 19 22 -14 -15 -16 24 25 26 27 28 -1 -26
right_child=1 2 3 -5 6 9 7 8 11 10 -12 -13 13 14 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.063387253525604634 -0.10002358108170491 0.029410286290134882 -0.10003900140608038 0.025714722102964768 0.067354934751247972 -0.1000737947169778 -0.052426425590298545 0.046334355767511319 0.041921096935090357 0.02998494886731928 -0.073602799074117584 -0.048047702855359566 -0.014598383274914634 -0.00032578727373558836 0.06515033675577786 0.054922864915595115 -0.070404247709835693 0.054273627741057012 -0.10010751190303376 -0.10002943765755201 0.053377964056316521 -0.10004189500187897 0.0097011810764510275 -0.0015925292273302712 -0.0053216446573284525 0.056546020351111365 -0.077493968819696418 0.090725878885719216 0.04927708576749934 0.01950320209691804
leaf_weight=0.0047342546479788791 0.0013368465982061071 0.0023548263610528863 0.0010750072612637496 0.0011162562045912055 0.0045770122859305337 0.0032322388685156475 0.0056053553958830262 0.010085019160442243 0.0046649301025379957 0.0041331169486511499 0.0041074248540708957 0.0046275897226715551 0.0034715978828631922 0.0011476459841530248 0.0049383643169256235 0.0048844063040434085 0.0036634046417702839 0.0038996750226942814 0.0029177875965944464 0.0022619465165365183 0.0069447548127105838 0.0037304679539147401 0.0052899142207252225 0.51434682332481396 0.049721097903162037 0.0054932905845037896 0.010661586231646737 0.0027734931688527809 0.0027821839698205508 0.082703496723024017
leaf_count=80 262 32 39 47 43 59 19 24 18 6 55 40 43 24 20 15 27 11 14 90 58 83 25 1227 270 11 70 7 17 164
internal_value=-8.48657e-05 -0.0243583 -0.00210782 -0.0359785 0.000103673 -0.000583516 0.00657475 0.00249167 0.00741488 -0.0437426 -0.0216474 -6.95851e-05 0.0045738 0.000536196 -0.00906959 0.00275338 -0.00833957 0.00343647 -0.00943011 0.0117527 0.0307226 -0.0765823 0.0364729 0.00015199 0.00579995 -0.016145 -0.0352039 0.00861367 -0.0216849 0.0101823
internal_weight=0.763282 0.00588294 0.00454609 0.00219126 0.757399 0.684689 0.0727099 0.0681329 0.0625275 0.0114728 0.00824054 0.0524425 0.0478149 0.04315 0.0327336 0.0278555 0.0229711 0.0193077 0.015408 0.0124902 0.0104164 0.00487811 0.0102283 0.673216 0.158869 0.0264448 0.0209515 0.0102899 0.00751644 0.132425
internal_count=2900 380 118 86 2520 1966 554 511 492 120 61 468 428 410 309 202 187 160 149 135 101 107 45 1846 619 185 174 104 97 434
is_linear=0
shrinkage=0.1


Tree=823
num_leaves=31
num_cat=0
split_feature=1 3 1 4 0 4 2 3 1 0 0 0 4 4 1 4 0 3 4 1 1 3 3 2 3 1 0 0 3 4
split_gain=0.000328885 0.00135367 0.000440946 0.00134561 0.00084238 0.00147026 0.00155887 0.000681406 0.000637666 0.00159552 0.00182856 0.00156718 0.00151861 0.00161602 0.00150847 0.00281032 0.00210486 0.00226207 0.00062809 0.000557016 0.000555533 0.00233262 0.00466661 0.00273106 0.00248762 0.000998955 0.00225021 0.00330094 0.00329263 0.00301154
threshold=87.33187390945001 0.07870000000000002 84.600400448950026 41.792045663550006 103.44649194340002 40.823855932350007 -0.088944999999999996 -0.094899999999999998 77.898074329750017 97.835679825150024 99.515966156650009 99.378854792050006 40.259171735100004 41.093509583400007 81.188747081400024 39.468990633150007 100.53758024625002 0.089850000000000027 41.093509583400007 71.666228383350017 75.465019721650009 0.085155000000000022 0.088670000000000013 -0.18126999999999999 0.098005000000000023 71.090898343450007 96.055920542800024 96.943111725850017 0.082975000000000021 39.945535567850008
decision_type=2 2 2 2 2 2 2 2 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 8 -6 7 -7 11 -10 -11 20 -13 -14 16 -16 -12 18 -18 -15 25 23 -23 -22 -24 -1 28 -28 -27 -29
right_child=1 -3 3 -5 5 6 -8 -9 9 10 14 12 13 19 15 -17 17 -19 -20 -21 21 22 24 -25 -26 26 27 29 -30 -31
leaf_value=0.0008047120183021704 0.00059401181838902503 -0.10002053785881344 -0.064153577848663629 0.046931912908076426 -0.10004714207062954 -0.015043390080005548 0.021510038838654558 -0.10003567120140477 0.070217698377019397 -0.048458774239292318 0.065424524042077201 -0.10006680903988892 0.027233479574573945 -0.018216738962917374 0.029148929841150601 -0.066584334588948191 0.07196686809509717 -0.029284214160384615 0.018916937878174528 -0.10004294698789569 0.040205891752415082 0.084751962640662509 -0.061450869297130756 -0.10006369042054189 0.031999696406126939 -0.0077086900781061871 0.030359758321058302 0.011735461716641823 -0.10005733566972433 -0.059258887876128534
leaf_weight=0.58669418356592751 0.0065395224799944243 0.0016808799043928355 0.0013552251363370396 0.0055812042116112071 0.0022084705926656021 0.0017762916504580062 0.0060954243655912954 0.0020114849431385196 0.0042072001842275988 0.0054539101059416497 0.0091825349503551479 0.0029232006984155623 0.0040976147374749416 0.0014285022797689839 0.0065415195401286041 0.005772187507964599 0.0038981603591876635 0.0088946013774133803 0.0052208284874000199 0.0019920283021592766 0.0023699064823574645 0.0088756572344858876 0.0053702978016794134 0.0033503168160708098 0.0060661305816793742 0.0096213710900049376 0.018899225119568541 0.01138134850866912 0.0064484643660249743 0.012578670949245918
leaf_count=1464 205 245 65 37 80 7 30 41 42 18 21 53 6 19 40 37 17 37 28 26 10 21 18 39 25 69 34 36 87 43
internal_value=-8.58818e-05 -0.0199793 0.000132075 0.0252283 -0.000102102 -0.0262809 -0.00979732 -0.0601782 0.00033077 0.0113291 0.00581898 -0.000462078 -0.0389063 -0.0151259 0.0133114 -0.0157271 0.0264594 0.00659663 0.0415946 -0.0658702 0.000135564 0.0144579 0.0303432 -0.0419496 -0.0118827 -0.000441931 -0.0128534 -0.000887948 -0.0447661 -0.0255356
internal_weight=0.758516 0.0082204 0.750296 0.00693643 0.74336 0.0120917 0.0098832 0.00378778 0.731268 0.0491709 0.0449637 0.682097 0.0104413 0.00751815 0.0395098 0.0123137 0.0271961 0.0180136 0.00911899 0.00342053 0.671656 0.0260323 0.0203121 0.00572022 0.0114364 0.645623 0.0589291 0.0428592 0.0160698 0.02396
internal_count=2900 450 2450 102 2348 158 78 48 2190 240 198 1950 104 51 180 77 103 82 45 45 1846 113 64 49 43 1733 269 113 156 79
is_linear=0
shrinkage=0.1


Tree=824
num_leaves=31
num_cat=0
split_feature=0 0 3 4 4 0 3 3 3 2 2 4 4 0 1 0 1 0 0 4 4 1 4 2 2 0 2 0 4 3
split_gain=0.000294808 0.000424307 0.000411712 0.000361358 0.00161934 0.00264279 0.00140771 0.00267896 0.00146585 0.00208604 0.0012221 0.0011006 0.00149727 0.00303606 0.00160843 0.000976811 0.00410048 0.00447302 0.00382004 0.00399093 0.00345599 0.00241247 0.00825487 0.00449219 0.00647976 0.00365885 0.00350584 0.00343678 0.00236917 0.00225364
threshold=113.28087178455002 116.05267211710002 -0.21013499999999999 43.19689381845 43.082598263550004 89.665455566700004 0.086945000000000022 0.08594000000000003 0.096845000000000028 -0.097799999999999984 -0.23557500000000001 43.022303514600004 42.773538294100007 86.458125017100016 62.55235532115001 85.807518149550006 61.960894532450006 85.656964494200011 85.447264760050004 42.508878681700004 42.686561923500008 62.095317438950012 39.749124837650008 -0.068524999999999989 -0.11808 86.458125017100016 -0.036264999999999999 86.103248543850015 42.654057868200006 -0.1444
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 11 -6 7 10 9 -8 -5 12 15 -14 -15 16 18 20 19 -1 29 22 -17 24 -24 26 -25 -26 -23 -18
right_child=1 2 -4 6 5 -7 8 -9 -10 -11 -12 -13 13 14 -16 21 17 -19 -20 -21 -22 28 23 25 27 -27 -28 -29 -30 -31
leaf_value=-0.0002022309726723195 -0.067116309260381743 0.043617944113145658 -0.027959244792126525 -0.039551674422937604 -0.088692078511552197 0.015049967670661343 -0.008440963870285912 -0.069650848915015093 -0.022257163072689413 0.051903507810753702 0.0068991019871920082 0.027910508055142398 0.010303226884787582 -0.10023454735471449 -0.024207515374834024 0.046167354898818048 0.02623765003657183 0.055792072275780938 -0.04316395614701532 0.099097914951068053 0.076548510174715825 0.00059781616254661965 0.01224380713724868 -0.05793192750911208 -0.027332206312884716 0.033226988741815573 0.010001182820266701 -0.091200497770093342 0.041410772139684936 -0.1001391322437033
leaf_weight=0.038702520648995348 0.0015749178317247927 0.0011796428914472301 0.0025209603962219763 0.0061681435142942739 0.0053419590767550922 0.0045446247738785868 0.0083632754572704471 0.0054251569730370255 0.0058883880838465066 0.018184143972203137 0.06929542871061968 0.013610894082222158 0.011312831291078514 0.0057194802948288288 0.0054193644401203684 0.0189451774549525 0.0020196696787632114 0.027585051203459443 0.019469988088616219 0.0045200747052600567 0.0024588679643784417 0.35796502537498881 0.013599937446713284 0.015509523133726333 0.013059753177230959 0.017041528830304742 0.014890151407496388 0.023741615934341098 0.014811828073192146 0.0046827260888423232
leaf_count=197 54 48 202 144 33 20 30 20 38 57 406 21 38 9 34 27 18 32 32 12 5 1162 17 21 22 25 41 37 28 70
internal_value=-8.72288e-05 -0.0236438 -0.00514255 7.88501e-05 -0.000849536 -0.0410044 0.00528056 -0.00177714 0.0228811 0.0328931 0.00310237 -0.000214413 -0.000840469 -0.026186 -0.0632452 0.000125655 0.00916159 0.0356857 -0.0063851 0.0101822 -0.0248557 -0.0017097 -0.0142513 -0.0259501 -0.0467386 -0.00386455 -0.0246574 -0.0685355 0.00221947 -0.0620573
internal_weight=0.753553 0.00527552 0.0037006 0.748277 0.634953 0.00988658 0.113325 0.0808887 0.0324358 0.0265474 0.0754636 0.625066 0.611455 0.0224517 0.0111388 0.589003 0.0994389 0.0367463 0.0626926 0.0432226 0.00916126 0.489565 0.116788 0.0978425 0.0504013 0.0474412 0.0303997 0.0368014 0.372777 0.0067024
internal_count=2900 304 250 2596 1901 53 695 570 125 87 550 1848 1827 81 43 1746 366 125 241 209 93 1380 190 163 76 87 62 59 1190 88
is_linear=0
shrinkage=0.1


Tree=825
num_leaves=31
num_cat=0
split_feature=1 0 4 3 4 3 0 4 4 0 0 4 2 2 4 4 1 3 3 1 1 3 4 4 1 1 2 4 4 4
split_gain=0.000305115 0.00262088 0.00148391 0.00311708 0.00295897 0.00233422 0.00207774 0.00213838 0.00258572 0.00185197 0.00579233 0.00462769 0.00318041 0.00259418 0.00148878 0.00151055 0.00548863 0.00148005 0.00375217 0.00399136 0.00586462 0.00335178 0.00447073 0.00536489 0.0050007 0.00423573 0.00414955 0.00373997 0.00335641 0.00366526
threshold=68.961639504150014 92.031298721500022 38.592454371550012 0.088395000000000015 39.268993001500007 0.096995000000000012 90.259604813550013 38.115457128050004 37.663157789700008 90.337570099350003 90.662873533100012 40.12915366295001 -0.082509999999999986 -0.15009499999999998 39.530201452500002 40.12915366295001 62.00390986255001 0.08784500000000002 0.086655000000000024 62.837331883000012 62.116825104000007 0.091545000000000029 42.178283198950005 42.541806567400009 61.960894532450006 62.009286778800011 -0.048664999999999993 42.718072821900002 41.811877919650009 42.526729949000007
decision_type=2 2 2 2 2 2 2 2 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 -5 7 8 -1 14 -11 -12 13 -13 -6 16 -16 18 19 20 -17 28 24 -24 -23 -25 -26 -27 -19 -30
right_child=1 -3 4 5 9 -7 -8 -9 -10 10 11 12 -14 -15 15 17 -18 21 -20 -21 -22 22 23 25 26 27 -28 -29 29 -31
leaf_value=-0.0073009973144092452 -0.10007494630727619 -0.0018992061813149252 -0.040001637438151105 0.058682321708822309 0.041719928471101154 0.012781134500746054 -0.059482406138852452 -0.066364778014480902 0.076886713671517767 0.10002063357053184 0.096849469635015173 -0.04041528390503385 -0.067192484383695322 0.049315635803572094 0.024579834495967401 0.0050683412170958097 -0.068780564074352041 -0.064784500912182394 0.040340845790730884 0.049030494527966352 -0.048592461616802439 -0.01796955026429356 -0.08699177256758174 0.055240740030370307 0.04994536245178012 0.017927909324391072 -0.0071954120660813973 -0.059857238585546861 0.027056512744581984 -0.046099447102234355
leaf_weight=0.012080436759644708 0.0027505157132451377 0.23870183915350729 0.018579180661689065 0.017640271423188914 0.0079145497663830611 0.029785114405967761 0.0069863826829532618 0.0036227120870080389 0.0052266722155991365 0.0076123701898609389 0.0041861696973271014 0.0055038775162081759 0.0081685490445247456 0.0077710385012323951 0.011697573372586589 0.097722047358224762 0.013639542522696502 0.017357630666090418 0.027264697110020109 0.014686177544028567 0.025729357344914661 0.031564122833700026 0.010552509872249871 0.0086089318507933665 0.039322135812653869 0.01093891616392284 0.018777985003396225 0.014211965745573707 0.014056181831350045 0.013356326567684595
leaf_count=103 62 1584 36 36 12 49 20 8 14 24 14 37 46 18 22 323 27 23 28 59 38 50 33 26 48 15 40 43 26 36
internal_value=-9.41027e-05 -0.00301758 0.00130489 0.0142489 -0.000967181 0.0298545 -0.0122626 0.00349941 0.0181233 0.0007989 0.0234267 0.00067719 -0.0180975 0.0121125 -0.00119419 -0.00211343 -0.0256782 -0.000378531 0.00643877 -0.0002526 -0.00611548 -0.00668688 0.00122898 -0.024756 0.0140708 -0.00530256 0.0314774 -0.026026 -0.0303755 -0.00858761
internal_weight=0.746016 0.241452 0.504563 0.0753416 0.429222 0.0474254 0.0279162 0.0209298 0.0173071 0.410643 0.033242 0.0256296 0.0214435 0.0132749 0.377401 0.369486 0.0253371 0.344149 0.165402 0.138138 0.123451 0.178747 0.133977 0.0443123 0.0896642 0.0337598 0.0581001 0.0251509 0.0447701 0.0274125
internal_count=2900 1646 1254 230 1024 85 145 125 117 988 139 115 101 55 849 837 49 788 448 420 361 340 255 117 138 84 88 58 85 62
is_linear=0
shrinkage=0.1


Tree=826
num_leaves=31
num_cat=0
split_feature=4 3 3 2 1 3 3 4 4 4 0 1 4 4 0 0 0 1 1 2 1 2 2 3 2 2 4 2 3 2
split_gain=0.000306887 0.00210065 0.00135336 0.000733177 0.00108063 0.000654005 0.0009876 0.000638925 0.000743919 0.000614658 0.00210259 0.00184438 0.000802107 0.000769491 0.00245372 0.00227371 0.00202626 0.00322366 0.00250621 0.000929523 0.000929023 0.00141647 0.00110396 0.001747 0.00106706 0.0010347 0.000804068 0.00601869 0.00465363 0.00602171
threshold=49.275256100300005 -0.25095999999999996 -0.24299499999999999 -0.23455499999999999 86.858705278550005 0.079095000000000013 0.075065000000000021 48.852845034800005 48.988717865950008 45.90502654165001 97.32487278035002 67.649671936450019 47.480720532750006 43.411469133450005 96.249489528150022 107.81523640540001 85.775256651950016 61.950140699950005 62.00390986255001 -0.08756499999999999 62.079186690200011 -0.090169999999999986 -0.098345000000000002 0.082325000000000023 -0.080319999999999989 -0.01762 42.599563320500003 -0.08725999999999999 0.084795000000000023 -0.082509999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 -4 -5 6 -6 9 -9 13 11 -11 -12 26 16 -16 17 19 -18 -15 -20 22 23 -22 -23 -26 -1 -28 -29 -30
right_child=1 2 3 4 5 -7 -8 8 -10 10 12 -13 -14 14 15 -17 18 -19 20 -21 21 24 -24 -25 25 -27 27 28 29 -31
leaf_value=0.000720316236137925 -0.10009625464533885 0.1000453634764466 0.045657924892979276 -0.10003259093972346 0.029341924861118602 0.053742277046597654 -0.10003501021122319 0.039788214127986679 -0.0045978171416735094 -0.01613009124992849 -0.027259324698538423 -0.10009463988320054 0.045677237865884693 -0.015271959337916231 -0.067098500725543506 0.042548579297853779 -0.021622375895734808 -0.058153871824338059 0.087533092901489501 0.072261494507257579 0.076231337788701767 -0.045924597196007687 0.087965816939607505 -0.015633250059725903 0.083640985151563763 -0.023352246768275086 -0.042307513182173954 0.062616938146813475 0.035037618530655602 -0.037399808901564711
leaf_weight=0.54317698486186139 0.0023644328068899165 0.0013090587453916678 0.0017386055435580925 0.0015306911488308685 0.0012349940545997029 0.0014014552855928734 0.0011297704086725702 0.0086228536811177037 0.0067177627910197666 0.007850701649594477 0.0021338965160945722 0.0039235948111022512 0.0051388956365107652 0.0017915147922733521 0.006538812443679376 0.0026607961958612369 0.0063844455726211882 0.0069675284097179269 0.0048990450450219205 0.0037577269127500659 0.0043463779314820705 0.0028218783809279531 0.0063128160525707218 0.0039527748698731102 0.0020264680046935242 0.0016316056867750625 0.034814140693903997 0.013122261933839904 0.020848679643295998 0.025527754907215438
leaf_count=1844 15 1 16 97 20 29 41 22 23 50 38 47 41 44 51 29 8 38 4 28 26 6 10 20 10 45 131 57 23 86
internal_value=-8.79994e-05 -0.0168928 0.00668282 -0.0106886 -0.0291833 -0.000388212 -0.0324681 0.000159894 0.0203513 -0.000275985 -0.0179976 -0.0441099 0.0242771 0.000212092 0.0116633 -0.0353854 0.0213048 -0.0128635 0.0345148 0.0440022 0.0483043 0.0391926 0.0564501 0.0324775 0.000277856 0.0359189 -0.000759557 -0.00928261 0.0100411 -0.00483532
internal_weight=0.736678 0.010709 0.00834458 0.00703552 0.00529691 0.00376622 0.00236476 0.725969 0.0153406 0.710629 0.0190471 0.0117743 0.00727279 0.691582 0.0540918 0.00919961 0.0448922 0.0125168 0.0323754 0.00554924 0.025991 0.0210919 0.014612 0.00829915 0.00647995 0.00365807 0.63749 0.0943128 0.0594987 0.0463764
internal_count=2900 219 204 203 187 90 61 2681 45 2636 176 97 79 2460 319 80 239 110 129 72 121 117 56 46 61 55 2141 297 166 109
is_linear=0
shrinkage=0.1


Tree=827
num_leaves=31
num_cat=0
split_feature=2 3 2 2 2 3 2 3 1 2 0 2 1 2 3 4 0 3 3 1 2 4 0 4 0 0 4 3 1 3
split_gain=0.000302876 0.000656348 0.000468855 0.000789361 0.000722849 0.0014355 0.000964864 0.0016131 0.00214634 0.00214203 0.00154726 0.00148446 0.00279722 0.000826309 0.00298058 0.00089297 0.000726409 0.000716043 0.0021053 0.00185399 0.00269357 0.00507271 0.00560611 0.00289566 0.00254968 0.00247391 0.000992944 0.000835129 0.00394903 0.00426248
threshold=0.68694500000000025 -0.16319499999999998 -0.68276999999999999 -0.62958999999999998 -0.59309999999999985 0.093760000000000024 -0.50001499999999999 0.098200000000000023 75.551050381850018 -0.58180999999999994 91.410264893400026 -0.26138499999999998 62.305017173150013 -0.24299000000000001 0.093295000000000031 39.039757512550004 97.900202820250016 0.10500500000000003 0.10661000000000002 68.321786469100019 -0.072569999999999982 41.322103772800006 88.028184565250015 41.395309858300003 93.776108048200015 99.744485097750015 38.238138001450004 0.097615000000000021 62.245871094250013 0.10332500000000001
decision_type=2 2 2 2 2 2 2 2 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 16 7 8 9 -6 -11 12 -8 14 15 -13 -5 27 -19 20 23 -22 -23 -20 -21 -26 -27 -15 -29 -30
right_child=1 -3 3 4 6 -7 11 -9 -10 10 -12 13 -14 17 -16 -17 -18 18 19 24 21 22 -24 -25 25 26 -28 28 29 -31
leaf_value=0.043325163195570893 0.064851374170397463 -0.0060514167130765253 -0.032686838817215763 -0.047131741218149503 0.059634062388973577 0.049704998703335029 0.082521925973992064 -0.10013768299284764 -0.10005048628687273 -0.10006945337395785 0.017796920401376246 0.0016069394875220218 -0.015989386483027865 -0.00056993704754262952 0.053725060860860721 -0.10008873517947384 0.023902075396891306 -0.052755952483515584 -0.046039646883339946 -0.10012194111630855 0.063746112342552938 -0.087732411444413294 0.047733171832101233 0.02847731763769459 0.023935063117515084 0.00099412234537529396 -0.1001629187041039 0.027362250873840928 -0.039039599712675059 0.042539871501569515
leaf_weight=0.002460521970984785 0.002243587325210683 0.0031228374231524461 0.007494366783597827 0.0032204881940740152 0.0044948320392919072 0.0081057088905645003 0.0060452590671043437 0.002462350105832325 0.0021648728407613589 0.0021199861032868937 0.0023464483415098769 0.001104057149224332 0.0055092224437464678 0.50791528748790238 0.0026035363395918443 0.0039618339549705589 0.0026034147984286687 0.0097322098302271565 0.01451836003548123 0.0041303360867628305 0.016153561255578104 0.0062606191555407698 0.0059662550393113634 0.0081377768021297925 0.007991954656272459 0.0014100414752503372 0.003111895516328643 0.051696661194455429 0.023808541013395967 0.008761718014170583
leaf_count=12 8 36 37 13 11 31 19 21 58 26 17 19 41 1961 9 69 40 29 30 8 37 37 12 23 56 33 28 71 91 17
internal_value=-7.81011e-05 0.0235915 -0.000252991 -0.000401126 -6.33512e-05 0.0224941 -0.000510693 -0.0268986 -0.0106899 0.0108979 -0.0381482 9.86757e-06 0.0355513 -0.000596488 -0.033234 -0.0779252 -0.015378 -0.000222664 -0.00926716 -0.00301365 0.00643808 0.0269642 -0.0216303 -0.0192742 -0.0319957 -0.00950998 -0.0686199 0.000959677 0.0101794 -0.0170939
internal_weight=0.731659 0.00536642 0.726292 0.723832 0.716337 0.0139296 0.702408 0.0135885 0.0111261 0.00896127 0.00446643 0.688819 0.0115545 0.677265 0.00766943 0.00506589 0.0058239 0.669595 0.077413 0.0676808 0.0510366 0.0283804 0.0122269 0.0226561 0.0166442 0.0125139 0.00452194 0.592182 0.0842669 0.0325703
internal_count=2900 44 2856 2844 2807 84 2723 133 112 54 43 2590 60 2530 97 88 53 2433 293 264 139 86 49 53 125 117 61 2140 179 108
is_linear=0
shrinkage=0.1


Tree=828
num_leaves=31
num_cat=0
split_feature=0 1 1 2 2 4 3 3 2 2 0 2 2 0 4 4 4 4 2 0 2 4 0 3 4 3 4 3 1 1
split_gain=0.000348498 0.001718 0.00183921 0.00175202 0.00613923 0.00600371 0.00123308 0.00188114 0.00160927 0.00126421 0.0026754 0.00262277 0.00438943 0.00438725 0.00429887 0.00476933 0.00445476 0.0027805 0.00960524 0.00571282 0.00341858 0.00322058 0.0027113 0.00340899 0.00260417 0.00229011 0.00218661 0.00207863 0.00181556 0.00176674
threshold=87.568458224950021 64.654729579150015 65.111767461350013 -0.083794999999999994 -0.068524999999999989 42.541806567400009 0.12064000000000002 0.11048000000000002 -0.091399999999999995 -0.12835499999999997 86.866770652900016 -0.083794999999999994 -0.082509999999999986 86.103248543850015 42.102795028150005 41.261521012900012 43.45354240915001 42.871500973550006 -0.079074999999999993 86.135510041400025 -0.074434999999999987 42.207998345450008 85.968825637350008 0.096845000000000028 40.712530798250008 0.083415000000000031 42.027086531450003 0.093295000000000031 61.86411003975001 62.399113207700005
decision_type=2 2 2 2 2 2 2 2 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 -6 7 9 -8 29 11 13 -13 14 15 -11 25 18 -14 28 -20 22 23 24 -22 -16 -12 -24 -19 -1
right_child=1 2 -4 4 5 -7 8 -9 -10 10 26 12 17 -15 16 -17 -18 19 20 -21 21 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0026801852606115439 0.032553716206652282 -0.0656446709493331 -0.00020773688702287906 -0.05412916809760291 0.083082101039247014 -0.02369489600763805 -0.0041355464104162768 0.038376070745454384 -0.068267134448249903 -0.015124856360357614 -0.062958675948300291 0.06389382098148709 -0.096586913995292012 -0.060633091643966977 -0.023473555046056822 0.061676377291790888 0.013574430893119535 0.030342619275410838 0.042137469700782804 0.092783024630383765 -0.01557080222649187 -0.068179420940728597 -0.0014094263190042268 -0.047605969119316749 0.055657955779751189 -0.10015487461950877 -0.0070702454742699768 0.046880426331119676 -0.1000511218743057 0.047471739706209382
leaf_weight=0.057490312984476266 0.033796392224758165 0.0043548270520545876 0.31377028173705268 0.012846591125708073 0.011339930437230916 0.0098308376036584377 0.010044120284206315 0.011662406388604829 0.0064097356519201556 0.017310177576632529 0.013978504447550222 0.012019920764337916 0.01026841013850785 0.017653750248427968 0.0067990150432137844 0.015173446899098053 0.011854113826019974 0.001792657489213507 0.019837759132116023 0.0084688975621247664 0.013892845736198881 0.0071592088449832078 0.018339694031169529 0.01835076266921043 0.0081404104988544168 0.0091176973841555764 0.014023520646901488 0.017343508740850666 0.0026408986013547464 0.010398898917067967
leaf_count=244 38 10 1839 12 31 17 27 31 38 33 23 10 22 23 14 18 32 43 17 9 42 49 31 34 53 32 18 22 30 58
internal_value=-7.98493e-05 0.00197693 -0.00110351 0.0164278 0.000406536 0.0334992 -0.00241336 -0.00105599 -0.0291185 -0.00252968 -0.00588592 -0.0021184 0.00615036 -0.016792 -0.00394721 0.0207498 -0.0328354 0.000652116 -0.00435549 0.0446379 0.00483364 -0.00405806 0.00197684 -0.0157699 0.0107454 -0.0673995 -0.0349695 0.0220614 -0.0473279 0.00954111
internal_weight=0.72611 0.385939 0.318125 0.0678138 0.0340174 0.0211708 0.340171 0.323717 0.0164539 0.312054 0.244165 0.216163 0.138255 0.0779082 0.0602545 0.0324836 0.0277708 0.126235 0.113333 0.0129025 0.103064 0.0832264 0.0760672 0.040384 0.0220333 0.0159167 0.028002 0.0356832 0.00443356 0.0678892
internal_count=2900 1947 1849 98 60 48 953 888 65 857 555 514 362 152 129 51 78 352 270 82 248 231 182 129 95 46 41 53 73 302
is_linear=0
shrinkage=0.1


Tree=829
num_leaves=31
num_cat=0
split_feature=0 1 1 4 1 2 2 1 3 2 3 1 4 1 0 0 0 1 0 1 4 3 2 2 2 1 3 2 2 1
split_gain=0.000301778 0.00206904 0.00347871 0.00326162 0.00108435 0.00310583 0.00237057 0.00421205 0.00245158 0.00570921 0.0056323 0.00193442 0.00553655 0.00229894 0.00184652 0.00168565 0.00275018 0.00189366 0.00353777 0.0024696 0.00167329 0.0015628 0.00142101 0.00325385 0.00260481 0.00261653 0.00314353 0.00134882 0.00129169 0.00346824
threshold=88.232507383150008 64.434276012450013 64.84561010645001 42.564639561200003 62.132955852800002 -0.024989999999999998 -0.077279999999999988 62.197478847950002 0.098200000000000023 -0.103615 0.085345000000000018 62.095317438950012 41.726652433350004 62.046925192600007 86.420486603250012 86.866770652900016 86.530713386650021 62.020040611300011 86.232294534150014 62.009286778800011 41.755948821900006 0.087605000000000016 -0.095019999999999993 -0.10282499999999999 -0.08725999999999999 61.987779113750001 0.070195000000000021 -0.01762 -0.074434999999999987 61.928633034850002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 11 6 7 -6 9 10 14 13 -13 15 -9 16 17 18 19 22 -15 -19 23 -1 -24 26 27 -26 -28 -30
right_child=1 2 -4 -5 5 -7 -8 8 -10 -11 -12 12 -14 20 -16 -17 -18 21 -20 -21 -22 -23 24 -25 25 -27 28 -29 29 -31
leaf_value=-0.00069006214845059196 0.046599941475292832 -0.1001604221934151 0.0001377155378441088 -0.006043362292569787 -0.058909915561514495 -0.078104517058483564 0.033384612117554828 0.023416760643510864 -0.049309434707475203 -0.071486291582347594 0.096373197731452573 -0.026729101117973039 0.056565933240353 -0.04689656166849427 -0.069121953129344257 -0.028299248262140638 0.043082914400503644 -0.0063264344545108297 -0.059952585790667527 -0.054308976838148997 -0.0062383093212023044 0.04867630220582965 0.043271935266478656 -0.082947790333755933 -0.10011277908023375 0.056344528923008078 0.02726778419255927 0.0060474279188101089 -0.025425346637796244 0.044336077453349831
leaf_weight=0.046419030084960095 0.024661822069560912 0.0034965210707014185 0.31435521500222507 0.022512819086841773 0.015633969812157027 0.0067337149169290058 0.011933144888313874 0.0056124243530634513 0.0066261513121883544 0.0054117605160399858 0.010067489470629316 0.013320093272341182 0.019904766979060184 0.018090336328896228 0.0035016003094665848 0.017211891215652031 0.01675436575897038 0.0082473724609490873 0.010251134448672872 0.0076970492875556009 0.022980534504720262 0.013825171263043501 0.020101560249855766 0.0053646421102815358 0.0045841531770509647 0.0078637454989802791 0.015355122042819858 0.0016196835510964005 0.02733350924319361 0.0096399175403387716
leaf_count=244 37 9 1836 32 23 40 38 38 13 13 20 14 29 29 18 27 24 14 21 20 50 37 34 15 13 18 16 73 77 28
internal_value=-7.98738e-05 0.00193483 -0.000965612 0.0214774 -0.00216864 -0.0137747 -0.00640601 -0.0165403 0.00467738 0.019223 0.0448152 0.000484979 0.0231723 -0.00249042 -0.0121365 0.0016998 0.00434694 0.000707064 -0.00316656 0.000821158 -0.0241469 0.0281246 0.00388982 -0.00921173 0.0117333 0.00218498 -0.00509129 -0.0723967 0.00288814 -0.00723676
internal_weight=0.717111 0.365026 0.317852 0.0471746 0.352084 0.0655203 0.0587865 0.0468534 0.0312194 0.0245933 0.0191815 0.286564 0.0332249 0.253339 0.00911402 0.212268 0.195056 0.178302 0.15623 0.145978 0.0410709 0.0220725 0.138281 0.0517837 0.0864977 0.0663961 0.0585324 0.00620384 0.0523285 0.0369734
internal_count=2900 1914 1845 69 986 203 163 125 102 89 76 783 43 740 56 661 634 610 559 538 79 51 518 259 259 225 207 86 121 105
is_linear=0
shrinkage=0.1


Tree=830
num_leaves=31
num_cat=0
split_feature=4 4 1 4 1 1 1 4 4 2 4 2 0 1 0 0 3 2 2 2 1 1 2 1 1 1 4 1 0 0
split_gain=0.000345533 0.00293755 0.00186164 0.0029708 0.00164344 0.00165512 0.00164023 0.00176419 0.00142021 0.00579887 0.00119864 0.000936909 0.00134395 0.000934618 0.000931114 0.00162773 0.00106184 0.000718369 0.000468397 0.00201572 0.00188595 0.00198506 0.00182718 0.00109745 0.00172435 0.0022472 0.00161668 0.00128898 0.0013877 0.00145939
threshold=36.514114975300011 36.372781240150012 69.64719632740001 34.997818021800008 69.873026810350026 71.787208999250012 68.579878449600017 33.96174662340001 37.020641110850008 -0.081169999999999992 37.360990606650006 -0.092864999999999989 89.219171517050015 65.630639880500027 97.32487278035002 97.671683879200017 0.10211000000000002 -0.02852 -0.0039949999999999994 0.06041500000000001 70.343506983200015 62.014663695050011 0.090855000000000033 61.82916008405001 76.763544998700013 78.820215468450016 37.962710038050005 69.873026810350026 90.603727454250006 86.280686780500005
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 13 9 -2 17 12 -9 -1 -7 -16 -17 -10 -12 20 21 -20 -21 -24 27 -26 -27 28 29 -25
right_child=8 -3 3 -5 5 14 -8 11 10 -11 18 -13 -14 -15 15 16 -18 -19 19 22 -22 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=-0.0040713133509188695 -0.090152617684652658 0.078781377536986219 -0.10011341203020979 -0.10009351866785365 0.08602714051104722 -0.10005706978447935 0.068430388736361467 0.0010624393397036301 0.005677417196847008 0.025235161810215446 0.0005634087306076944 -0.0087581822767579792 0.065968913004471844 -0.10010857436830745 0.10002341426178213 -0.10002279225740701 0.03451204505012425 0.07510806520778554 -0.062182818881897389 0.064949368155719944 -0.10005646224020265 0.013801648460403685 0.042393776193287873 0.00053425187942186846 0.076116054532621866 0.09856618078214105 -0.029306927094794061 -0.073548649661738741 0.026453412021178901 -0.065570017044852977
leaf_weight=0.0018360960107268098 0.0081904800269042462 0.0052400489113319159 0.0013345282641239499 0.0043153699490626621 0.0025190876381770977 0.0010009897905547405 0.004521874616330023 0.0066651126347823109 0.0026708783035522873 0.009301517056558916 0.57356640901863265 0.00997939024600214 0.0061187219375824498 0.0022614044046349591 0.0012736978533212095 0.0013170428317713177 0.0010578951155355443 0.003371072815670278 0.0062221671616033928 0.0042642686961236178 0.0037558175784492736 0.0076840909447060124 0.0045662388951630195 0.0067856179862813837 0.0045801008315026559 0.0011502399480036746 0.0070402295864590413 0.0045279674638507563 0.0058346141888608307 0.0065766438754764067
leaf_count=67 34 12 2 69 6 6 12 32 36 26 1812 21 13 5 2 136 25 12 81 28 86 33 32 25 44 4 127 48 39 25
internal_value=-7.60884e-05 0.00798727 -0.000405368 -0.0325164 0.00177874 0.020747 0.0127108 0.00333067 -0.000680041 -0.0287942 8.52486e-05 0.0142038 0.0321286 -0.0570741 -0.0146207 0.00881848 -0.0400954 0.0444159 -0.000335522 -0.00852115 -0.0371787 -0.0201966 0.00264578 -0.00382448 -0.00960722 0.02002 -0.0113489 -0.0255549 -0.0142346 -0.032001
internal_weight=0.70953 0.0494413 0.0442012 0.0128186 0.00850324 0.00716871 0.0313826 0.0268607 0.660088 0.017492 0.642596 0.0227632 0.0127838 0.0040975 0.00464963 0.00364864 0.00237494 0.00604195 0.636554 0.062988 0.0176621 0.0139063 0.0453259 0.0410617 0.0364954 0.0127706 0.00819047 0.0237248 0.0191969 0.0133623
internal_count=2900 408 396 246 177 175 150 138 2492 60 2432 66 45 72 169 163 161 48 2384 572 200 114 372 344 312 175 131 137 89 50
is_linear=0
shrinkage=0.1


Tree=831
num_leaves=31
num_cat=0
split_feature=0 3 3 3 4 2 4 4 1 0 0 0 1 3 2 3 3 1 2 2 0 1 0 3 4 3 3 4 2 2
split_gain=0.000329372 0.000959406 0.000454728 0.000805857 0.00149447 0.000637604 0.000586785 0.000763536 0.000707082 0.000671204 0.000635135 0.0008494 0.000566687 0.00100562 0.000818506 0.00273073 0.00159547 0.00234432 0.00120163 0.00108518 0.000730262 0.000526754 0.00126331 0.00243435 0.00283803 0.00102806 0.00214945 0.000953291 0.00196853 0.00245588
threshold=71.144667506050013 -0.15959999999999999 -0.54481999999999997 -0.27223499999999995 39.530201452500002 -0.23361999999999997 32.785955158400007 34.542090938800008 69.276189105400007 89.99344745865001 92.851278451300018 98.327667663000014 87.33187390945001 0.07870000000000002 0.20327000000000003 0.094415000000000013 -0.11050499999999999 77.52437864960001 0.25677000000000011 0.18145000000000003 94.30842275800002 80.677940036650014 100.24991522630002 0.090865000000000015 42.428475018400007 0.085715000000000027 0.080125000000000016 41.558544840500012 -0.030985000000000002 -0.46029499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -2 8 9 -5 -8 -11 -12 14 -14 19 16 -16 18 -18 21 -17 22 -9 24 -24 26 -23 28 29 -27
right_child=2 -3 3 6 -6 -7 7 12 -10 10 11 -13 13 -15 15 20 17 -19 -20 -21 -22 25 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.10005698254218423 -0.0075121434466569716 0.010904761068020968 -0.0027999922843968874 -0.008663135013870461 -0.10007591122503784 0.054609375310765478 0.062969601351678256 0.00028054915099918017 -0.10005574163438812 -0.024294529822408237 0.074472551326463396 -0.018496847243657993 -0.0086453000551111794 -0.10001884981256255 0.037576658684661625 0.096829514956492377 -0.018236396792940979 0.030129283970963334 -0.10009636671565386 -0.039001658623355855 0.034808224513728794 0.016527102706615195 0.021170101237988861 -0.077129528284679214 -0.085897461538858577 0.047705056015639409 -0.087445401882136786 0.058893523943134775 0.079899687246778081 -0.087419372751303057
leaf_weight=0.0012631947570864452 0.003054440727954244 0.0020337470924840766 0.0050748988338371456 0.0025601388751668587 0.0022929239557840791 0.0035989953586895709 0.003482706822177245 0.58681585182116436 0.0012647422512460228 0.0031367956034955569 0.0023548799269406118 0.0016865455352610137 0.0057486925767834627 0.0015237147187420102 0.0062347985106327988 0.0040760636540584363 0.0034495872823256668 0.0046857964216171499 0.0037345100590792379 0.0072104051399151095 0.0035534896628348633 0.0078851541905986325 0.011274736051030798 0.0062283959313540463 0.0031722876437013667 0.0024563766033424148 0.0026587757210891011 0.0067452407800274736 0.0025733669259686556 0.0029729850909097078
leaf_count=76 20 57 44 32 38 20 22 1552 100 6 7 44 157 214 30 17 18 35 30 19 28 66 34 44 65 17 27 31 20 30
internal_value=-7.59675e-05 -0.0316093 7.22327e-05 -0.000176903 -0.033073 0.0260908 0.000175646 0.000394169 -0.0388832 0.0269466 0.00946908 0.0356751 -2.64456e-05 -0.0277899 0.000276842 0.017763 -0.00338345 -0.0248982 -0.0607897 -0.000426279 0.0679429 1.32773e-05 -0.000575427 -0.02487 -0.00233987 0.0141535 -0.00969079 0.0312007 0.00785936 -0.0262858
internal_weight=0.704804 0.00329694 0.701507 0.694854 0.00736782 0.00665344 0.687486 0.683661 0.00382488 0.0106609 0.00717822 0.00404143 0.673 0.00727241 0.665728 0.0257342 0.0181047 0.0118699 0.0071841 0.639994 0.00762955 0.632783 0.607491 0.0206754 0.014447 0.0252919 0.0105439 0.014748 0.00800273 0.00542936
internal_count=2900 133 2767 2727 82 40 2645 2513 132 79 57 51 2434 371 2063 158 113 83 48 1905 45 1886 1695 143 99 191 93 98 67 47
is_linear=0
shrinkage=0.1


Tree=832
num_leaves=31
num_cat=0
split_feature=0 1 0 0 0 1 1 1 1 4 0 1 2 2 1 0 4 4 0 1 4 2 2 0 0 4 2 1 2 2
split_gain=0.000346999 0.000899035 0.000408125 0.000341638 0.00231619 0.00172767 0.00633232 0.00431412 0.00169934 0.00363365 0.00247764 0.001359 0.00124364 0.00180756 0.00129623 0.00567344 0.00385749 0.00273998 0.00528327 0.00536937 0.00468258 0.00511537 0.00732242 0.00276403 0.00259168 0.00216205 0.00192608 0.00552914 0.00391724 0.00365741
threshold=114.06859001680002 89.264875305300009 119.06105676505003 87.181320254150009 86.866770652900016 62.014663695050011 62.116825104000007 62.197478847950002 64.654729579150015 41.840895355800008 89.057864029250013 65.111767461350013 -0.50001499999999999 -0.25716999999999995 61.993156030000002 86.458125017100016 40.380906245900007 42.178283198950005 86.420486603250012 62.068432857650002 42.428475018400007 -0.081474999999999992 -0.09715 86.420486603250012 86.232294534150014 38.828362408050005 -0.095019999999999993 61.885617704800005 -0.10965999999999999 -0.08725999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 12 -5 -7 -8 9 -9 -11 -10 -1 -14 15 24 25 18 19 -18 -19 22 -22 -23 26 -16 27 28 -15 -28
right_child=1 2 -4 5 -6 6 7 8 11 10 -12 -13 13 14 16 -17 17 20 -20 -21 21 23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.039435634386061208 -0.10004659680460092 0.038520939582747063 -0.031141898230401061 -0.036332334112831502 -0.039393844911690713 0.083143424086020323 -0.090063615831447549 0.061157233430062345 -0.059966967484013881 -0.024901604992018704 0.022951666190578604 0.00013988687060977913 0.057399796032005415 0.013944100881303725 -0.00087714189075633817 0.0774295420463188 0.0035710972349169835 -0.10019556446394516 -0.024869626205458201 0.077184168411467732 0.016759464935799866 0.0039087682355858919 -0.080395063406618172 0.094280980100533734 -0.054938640823628752 -0.076059134335966949 0.053133649646832343 -0.10012361439185398 -0.08120066699772123 0.0019213575045634772
leaf_weight=0.0079172632404238552 0.0012442673041547928 0.0014907171549035868 0.0019295432554944547 0.011381420047655411 0.016037909918594551 0.0096585423652868485 0.005116483967867679 0.014619836559518262 0.0038089732237267518 0.018050117207167204 0.027010476640498382 0.30235123544348808 0.0055221634363041274 0.033507472935736929 0.0056875511567202322 0.01037668805543035 0.0234134620092874 0.0061254258780740747 0.023482397169573233 0.017178685168383417 0.0163226713236908 0.0076506784031240629 0.014783930798708211 0.0060690108512062579 0.0078889289337098489 0.011680682194167957 0.018004446947827581 0.0061970200585167853 0.004968929069718824 0.061852837932441777
leaf_count=43 33 75 174 18 24 12 7 39 10 23 30 1564 23 177 42 18 38 21 27 33 37 48 53 4 12 29 28 30 14 214
internal_value=-7.51692e-05 -0.027259 -0.000779418 0.000106841 -0.00240504 0.00205913 0.00320713 0.00112585 0.00240118 0.0178378 0.00378287 -0.000607909 -0.000349736 0.000752648 -0.000384072 0.0062244 -0.00751175 -0.00087896 0.012884 0.0347243 -0.0181866 -0.00698025 -0.0294148 0.0438856 0.000644614 -0.0514394 0.00416577 -0.0124619 0.00165689 0.0134676
internal_weight=0.70133 0.00466453 0.00342026 0.696665 0.304668 0.391997 0.380616 0.370957 0.365841 0.0596804 0.0450606 0.30616 0.28863 0.280713 0.275191 0.142796 0.132394 0.115026 0.0640745 0.0405921 0.0509517 0.0448263 0.0311066 0.0137197 0.13242 0.0173682 0.124531 0.0446734 0.0384764 0.0798573
internal_count=2900 282 249 2618 915 1703 1685 1673 1666 92 53 1574 891 848 825 493 332 261 98 71 163 142 90 52 475 71 463 221 191 242
is_linear=0
shrinkage=0.1


Tree=833
num_leaves=31
num_cat=0
split_feature=0 1 3 3 0 1 0 2 0 3 1 2 0 0 0 4 1 0 2 3 2 3 0 3 2 3 3 3 4 0
split_gain=0.000329913 0.00169974 0.00240372 0.0019846 0.00138402 0.00113011 0.00318224 0.00167436 0.0020869 0.00158104 0.00330911 0.0015432 0.00201507 0.00242123 0.00109242 0.00478039 0.00153415 0.00166001 0.00258708 0.0011548 0.000945537 0.0015249 0.000846805 0.00482763 0.00643112 0.00191588 0.00440894 0.00333451 0.00300727 0.00507995
threshold=85.716110573100011 61.993156030000002 0.10332500000000001 -0.17732499999999998 85.807518149550006 61.971648364950006 85.447264760050004 0.19122000000000003 84.95796538030001 0.099780000000000021 61.614083433650009 -0.23557500000000001 76.591483678350016 73.913779380400015 86.001087134900004 40.532725462000009 61.885617704800005 86.232294534150014 -0.048664999999999993 0.085765000000000022 -0.23361999999999997 -0.23958499999999999 86.530713386650021 0.088165000000000021 -0.063985 0.087265000000000023 0.087605000000000016 0.086655000000000024 41.43512228960001 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 5 3 -3 -2 6 7 8 9 10 11 -1 13 20 15 -6 -16 18 -18 -17 -13 -22 23 -19 -25 27 -27 -24 29 -28
right_child=4 2 -4 -5 14 -7 -8 -9 -10 -11 -12 12 -14 -15 16 19 17 22 -20 -21 21 -23 25 24 -26 26 28 -29 -30 -31
leaf_value=-0.064373548788686938 0.022038553811260193 0.0012299157945698811 0.033234355406476609 -0.08796133437945089 0.014837520528518184 0.037963309007941287 -0.042786817740397678 -0.05770047641471792 0.04257967877728705 0.03095081333469836 -0.10018461097738354 -0.02060087478703386 0.048093474053257201 -0.1000507563883897 -0.047412099541285953 -0.03572155930937445 0.038095861548032905 0.016995842151693173 -0.019446083461758717 -0.10011251614190633 0.066876150614343946 -0.031668021964712322 -0.0041492120419193857 -0.10014458646591201 0.0095057304124041217 0.057146401369552402 0.094460048022516147 -0.075825844208636944 -0.011958751005036865 0.0074797230188176737
leaf_weight=0.0032994752442780826 0.029254672183014918 0.0036889130510739951 0.0037474801369876696 0.007706681017586702 0.016300999093942892 0.00721515962331054 0.016286227060811842 0.0037854561744357076 0.015398435135693944 0.011898865501937195 0.0037366247123876905 0.0072026765033829186 0.0084645941513964706 0.0026212886263836657 0.0065385249761291666 0.0052253313299956972 0.027020095320040127 0.024714098948606988 0.010991942324039883 0.0059642819805552083 0.0043578226474804815 0.0024548631369422612 0.17378140740665465 0.011215469112357823 0.01022592117737986 0.016165872075327631 0.0070200413465500147 0.0067422988962798072 0.085212237969262195 0.15429761286471311
leaf_count=80 41 23 22 116 26 13 36 13 28 32 18 34 34 34 17 14 36 24 31 35 45 52 1112 22 25 29 8 43 308 549
internal_value=-7.30672e-05 -0.00532888 -0.0362415 -0.0590889 0.000833328 6.9e-05 -0.00336989 0.00678437 0.0108915 -0.000189152 -0.0117187 -7.94626e-05 0.00837178 -0.0118383 -0.000271649 -0.0197118 0.000729281 0.00132614 0.0214565 -0.0700432 0.00466005 0.031367 -0.00023748 -0.0131279 -0.0478497 0.00110489 0.00655514 -0.00682623 0.00323768 0.0112648
internal_weight=0.692535 0.101865 0.0151431 0.0113956 0.590671 0.0867215 0.0795063 0.0632201 0.0594346 0.0440362 0.0321373 0.0284007 0.0251012 0.0166367 0.561416 0.0274906 0.533926 0.527387 0.038012 0.0111896 0.0140154 0.00681269 0.489375 0.0461555 0.0214414 0.443219 0.262696 0.180524 0.24653 0.161318
internal_count=2900 580 161 139 2320 419 406 370 357 329 297 279 199 165 2279 75 2204 2187 67 49 131 97 2120 71 47 2049 894 1155 865 557
is_linear=0
shrinkage=0.1


Tree=834
num_leaves=31
num_cat=0
split_feature=3 3 3 3 0 2 4 4 0 3 4 0 0 0 0 2 2 0 3 3 3 3 1 3 3 3 3 4 2 2
split_gain=0.000330548 0.00329251 0.00222066 0.00219374 0.00257671 0.00176679 0.00132816 0.0029799 0.00337117 0.00406333 0.00222331 0.00162271 0.00393959 0.00266559 0.0030937 0.00395617 0.00429549 0.00304107 0.00174601 0.00163183 0.00153549 0.00350545 0.00314822 0.00349651 0.00178593 0.00287525 0.00167368 0.00130736 0.00266205 0.00328827
threshold=0.090225000000000014 0.090720000000000023 0.091385000000000022 0.089475000000000013 89.528344202050008 -0.084239999999999995 43.57842012870001 42.178283198950005 89.057864029250013 0.10236000000000002 42.686561923500008 97.483491810050012 97.738895332450014 94.776214472700005 89.872466842800023 -0.060760000000000002 -0.10965999999999999 87.568458224950021 0.092290000000000025 0.093480000000000021 0.10236000000000002 0.099010000000000029 61.917879202350001 0.093760000000000024 0.10661000000000002 0.11614000000000002 0.25847000000000003 39.852039223600009 -0.057185 -0.087910000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 27 -5 -3 7 11 9 -9 -11 13 -13 14 17 16 -16 20 -14 -20 21 22 -4 -24 -22 -26 -27 28 29 -1
right_child=1 2 6 4 -6 -7 -8 8 -10 10 -12 12 18 -15 15 -17 -18 -19 19 -21 24 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.013062552561464 0.040103232198865059 -0.0010686123520060073 -0.031021210077511564 -0.10015124125647588 -0.005237263721199677 -0.064187008869679915 0.035620348076454374 -0.083903064578675954 0.0092800874495272776 -0.05597892387456635 0.031328811416529823 -0.10017284513267083 0.058078667619792017 0.04658589159528443 0.006526863248980371 0.01957498554937134 -0.086158701918482905 0.048453035443795617 -0.10010780284607944 -0.00384051933653075 -0.030701956955682702 0.061801994172210876 0.063797084461266737 -0.0081452063700369007 0.042386681414067373 -0.056664719267461083 0.0073386297879973958 0.0025641983377622376 0.0076226687308844788 -0.076287104041945816
leaf_weight=0.034791201665354224 0.021493513421489197 0.0083302818532077216 0.016666382851319356 0.0048791881620387197 0.0069124607867158986 0.0094834830558406247 0.011124530393612386 0.013706507721892393 0.018525585175918034 0.0049311367577580256 0.0071398812335967676 0.004675873663448008 0.0042410197238704995 0.017079427105890943 0.0083449018758514626 0.014110458894414528 0.012475373608718761 0.019664698029828287 0.0019138427142288165 0.022024437665780751 0.019575269185594379 0.01331014780903883 0.012252492061657128 0.015058267038966733 0.013509465243654262 0.0070574629238766553 0.009702905379139537 0.28313398493355479 0.0388301553692375 0.010773446039653682
leaf_count=297 35 15 31 20 35 32 66 41 73 31 26 14 23 53 25 38 37 30 13 228 29 29 19 25 27 27 21 1325 186 49
internal_value=-8.09294e-05 0.00236197 -0.000485284 -0.00205419 -0.0445111 -0.0346708 0.00179475 0.000324651 -0.0232592 -0.0466443 -0.00433731 0.00526099 -0.0151653 0.00901425 0.00504646 -0.0213046 -0.0490097 0.0123058 -0.00105975 -0.011537 0.00567076 0.016838 0.00322916 0.0241304 -0.00716381 0.00805813 -0.0196119 -0.000692016 -0.0116162 -0.0280116
internal_weight=0.685718 0.306397 0.284904 0.37932 0.0117916 0.0178138 0.26709 0.255966 0.0443031 0.0257775 0.012071 0.211662 0.0328552 0.178807 0.161728 0.0349307 0.0208203 0.126797 0.0281793 0.0239383 0.107132 0.0572873 0.0439771 0.0273108 0.0498451 0.0302698 0.0167604 0.367529 0.0843948 0.0455646
internal_count=2900 988 953 1912 55 47 906 840 171 98 57 669 278 391 338 100 62 238 264 241 208 104 75 44 104 75 48 1857 532 346
is_linear=0
shrinkage=0.1


Tree=835
num_leaves=31
num_cat=0
split_feature=4 3 3 3 3 3 4 3 4 2 3 4 4 0 4 0 0 0 1 1 1 2 2 3 3 3 3 4 0 0
split_gain=0.000320844 0.0019153 0.00112769 0.000643281 0.000801307 0.00054522 0.000518365 0.00097815 0.000671596 0.00131599 0.000623351 0.000562428 0.00178551 0.00118819 0.000910986 0.00175873 0.0021626 0.00163449 0.00256273 0.00173792 0.000973069 0.00115884 0.000978807 0.00162789 0.000864856 0.00134203 0.00110437 0.00349521 0.001151 0.00138934
threshold=49.275256100300005 -0.25095999999999996 -0.24299499999999999 0.079095000000000013 0.074640000000000026 0.079785000000000009 48.852845034800005 -0.52484999999999993 40.21994457600001 -0.16297999999999999 -0.15684499999999998 45.90502654165001 47.673928029900004 97.32487278035002 43.411469133450005 96.249489528150022 107.81523640540001 85.775256651950016 61.950140699950005 62.00390986255001 62.079186690200011 -0.090169999999999986 -0.098345000000000002 0.082325000000000023 -0.25276999999999999 -0.2485 -0.15959999999999999 40.305698932850007 103.44649194340002 101.47316367565001
decision_type=2 2 2 2 2 2 2 2 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 8 -1 -10 -8 14 -13 -14 24 17 -17 18 -16 -19 -21 22 23 -22 -9 -26 27 -27 29 -28
right_child=1 2 3 5 -6 -7 10 11 9 -11 -12 12 13 -15 15 16 -18 19 -20 20 21 -23 -24 -25 25 26 28 -29 -30 -31
leaf_value=-0.10005296798591984 -0.10009055817555719 0.10003767466276046 -0.0045411029990975521 0.08319730007223633 -0.10002735901065346 -0.013081440098647052 0.043491451164997252 0.025921422384061883 -0.10005540555163264 0.047703345667519395 0.001474791923888683 -0.066357855672545873 -0.021840128207072745 0.043288658244585575 0.042435966676577855 -0.06144461400436671 0.053639639050246615 -0.01465510720031229 -0.054226396412343725 0.087974656587523736 0.073527520239688005 0.00032416737827945077 0.084481370191042543 -0.018211512978141841 -0.04666964153708348 -0.05292633736701783 -0.0016558884610121602 0.057143479566185845 -0.041152160485461484 0.028721671435560699
leaf_weight=0.0015846497019173771 0.0022053722396626618 0.0010873767314478755 0.0028722964783959148 0.0010980125048192235 0.0012663179989842455 0.0012667527972588678 0.0060163643105397577 0.012081799354383804 0.001066296511381599 0.0013865642169612613 0.0085471648966191083 0.0052518242212619129 0.0071172696494237186 0.0046191437374152322 0.0049839503630385688 0.0057977087276341877 0.002273007665873357 0.0058542271290207273 0.0060993456087389264 0.0045092414657119653 0.0040571976675907173 0.0061070542098615619 0.0056620900200527943 0.0036966552515025342 0.0063945330007570958 0.0039871249902260217 0.52838027858983461 0.010436158884672864 0.0071583364208205316 0.015497358002941941
leaf_count=33 15 1 42 17 101 43 14 118 21 25 31 101 30 33 63 50 28 8 37 4 26 59 10 20 26 49 1384 41 379 91
internal_value=-9.04699e-05 -0.0180569 0.0057767 -0.0099839 -0.0337576 0.0316229 0.000172782 -0.000242736 -0.0493111 -0.0165297 0.0188324 6.20715e-05 -0.0178939 0.00379285 0.000543985 0.0136348 -0.0290327 0.02204 -0.0107591 0.0342034 0.0461053 0.0364347 0.0528726 0.0297909 -0.000555418 -0.00111481 -0.000599646 0.0267161 -0.00131463 -0.000790304
internal_weight=0.678361 0.00979613 0.00759076 0.00650338 0.00413861 0.00236477 0.668565 0.654002 0.00403751 0.00245286 0.0145635 0.649964 0.0169882 0.0117364 0.632976 0.0490405 0.00807072 0.0409698 0.0110833 0.0298865 0.0240322 0.019523 0.0134159 0.00775385 0.583936 0.571854 0.565459 0.0144233 0.551036 0.543878
internal_count=2900 219 204 203 143 60 2681 2636 79 46 45 2557 164 63 2393 305 78 227 100 127 119 115 56 46 2088 1970 1944 90 1854 1475
is_linear=0
shrinkage=0.1


Tree=836
num_leaves=31
num_cat=0
split_feature=2 3 3 2 3 3 3 3 0 4 0 3 4 2 2 4 4 2 2 2 1 0 2 3 3 4 3 4 0 4
split_gain=0.000331297 0.00107639 0.00271949 0.00383337 0.00239838 0.0020815 0.00119526 0.00281171 0.00247488 0.0020481 0.00304116 0.00273757 0.00151698 0.00119762 0.00225781 0.00106604 0.00242985 0.000908589 0.00234605 0.000989173 0.00160021 0.00218775 0.00125024 0.00217395 0.0010487 0.00098436 0.000922753 0.00113431 0.00165478 0.000975569
threshold=-0.11808 0.083185000000000023 0.088565000000000019 -0.14581999999999998 0.090390000000000012 0.080515000000000017 0.093925000000000022 0.097615000000000021 99.515966156650009 41.621607100200002 89.458444290650007 0.099780000000000021 42.233786329550007 -0.14380499999999999 -0.25167499999999993 43.245737185650007 39.852039223600009 -0.13820499999999999 -0.156745 -0.22386500000000001 69.276189105400007 95.590817286200021 -0.23059499999999997 -0.22253999999999999 1.0000000180025095e-35 48.008184682100008 -0.084259999999999988 44.215931556700006 82.401241698250018 48.988717865950008
decision_type=2 2 2 2 2 2 2 2 2 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 15 -4 17 12 8 -8 11 -11 -9 -6 14 -13 16 -3 18 19 22 -21 -22 24 -24 26 -26 27 -1 29 -29
right_child=-2 2 4 -5 6 -7 7 9 -10 10 -12 13 -14 -15 -16 -17 -18 -19 -20 20 21 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.034992934515663474 -0.0013344016767839121 -0.036135810738751419 -0.064385381404251527 0.076994191518622232 0.00094551003590198157 -0.070554532781378618 -0.071710796297685037 0.071724290596022464 0.025607906430520619 -0.07615314334714969 0.030232637383933354 0.02075053384422872 0.071107190223166791 0.03924283445613088 -0.062781271588240137 -0.03380125478171226 0.057502825434359195 0.035706183961556413 -0.077347387356074979 0.089334123270459531 -0.10007317966095051 0.028966618836542841 0.012788560678733137 -0.096569068676529479 -0.0062585602576345394 0.092161895515102107 -0.059918396008840684 0.03614763311151617 -0.07245005784126006 -0.019787089971215473
leaf_weight=0.0068956859006710355 0.51104689582813367 0.0045417057925363838 0.0054043954113468648 0.01279375510793556 0.0067805451633997328 0.0046730271254776584 0.0088395355816546228 0.0087949558771096524 0.003709818556688311 0.0056891406061367888 0.0050920342336539456 0.0081941275418955673 0.005648993700393558 0.006782903768845795 0.0053475396733200222 0.0051052545672867202 0.0071087581538297612 0.0059863562442261922 0.0041749388991087271 0.0029905716941133796 0.0016248065130639588 0.0068654390119103383 0.003482008023346958 0.0038034538526514469 0.0018191101507502435 0.002302398148458451 0.0027888019429968261 0.0053696444254065709 0.0036760156594390905 0.0074364645251989714
leaf_count=137 1809 40 26 23 43 42 41 16 33 16 28 44 16 15 15 18 19 15 127 12 5 105 20 29 38 6 34 34 74 20
internal_value=-8.02366e-05 0.00383455 0.010321 0.0357751 -0.000380729 -0.00630121 0.00495078 -0.00165663 -0.0429416 0.0113281 -0.0259063 0.0251137 0.0328327 0.00494414 -0.0122358 0.0043025 0.0209996 -0.00123064 -0.00538468 0.000739944 0.0264292 0.00427184 -0.00710956 -0.0443028 0.00183684 0.0487221 -0.00554806 0.000937927 -0.0133098 0.00366653
internal_weight=0.674769 0.163722 0.0998335 0.0295495 0.070284 0.0638887 0.0648796 0.0524501 0.0125494 0.0399007 0.0107812 0.0291195 0.0124295 0.0203246 0.0135417 0.0167557 0.0116505 0.0592157 0.0532293 0.0490544 0.0114808 0.00849025 0.0375736 0.00728546 0.0302881 0.00412151 0.0261666 0.0233778 0.0164821 0.0128061
internal_count=2900 1091 393 100 293 698 267 208 74 134 44 90 59 74 59 77 59 656 641 514 122 110 392 49 343 44 299 265 128 54
is_linear=0
shrinkage=0.1


Tree=837
num_leaves=31
num_cat=0
split_feature=0 1 4 3 3 4 0 0 0 0 4 4 1 1 2 2 4 4 2 2 0 0 2 2 2 4 2 1 4 4
split_gain=0.000347859 0.000841668 0.000333328 0.00144271 0.00219135 0.0013802 0.00220405 0.00129162 0.00321126 0.0027 0.00113414 0.00130195 0.00308764 0.00536708 0.00417549 0.00219417 0.00154925 0.00238339 0.00179268 0.00094049 0.000918769 0.00332929 0.0067478 0.00842637 0.00385951 0.00328241 0.00416134 0.00429452 0.00315529 0.00214605
threshold=114.06859001680002 89.264875305300009 43.19689381845 0.086945000000000022 0.08594000000000003 43.082598263550004 89.665455566700004 91.410264893400026 86.692020874450009 97.32487278035002 43.022303514600004 42.599563320500003 62.399113207700005 62.106071271500007 -0.082509999999999986 -0.11911999999999999 42.487106141350004 42.448133449100006 -0.088944999999999996 -0.23557500000000001 86.162394622750014 87.181320254150009 -0.065399999999999986 -0.12350999999999999 -0.048664999999999993 41.348489042950007 -0.057185 62.020040611300011 41.678468725050003 41.840895355800008
decision_type=2 2 2 2 2 2 2 2 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 19 10 -7 8 -5 -9 11 16 13 14 -13 -14 17 20 -18 -4 25 22 23 -22 -24 -1 27 28 -27 -28
right_child=1 -3 3 7 -6 6 -8 9 -10 -11 -12 12 15 -15 -16 -17 18 -19 -20 -21 21 -23 24 -25 -26 26 29 -29 -30 -31
leaf_value=-0.0059006147975607633 -0.10004458125200377 -0.0019127289989570107 -0.037462128651205108 -0.00058432712875551888 -0.066507803452157371 -0.087639860507662912 0.012279870720150998 -0.070401699386349145 0.082947878002652367 0.03538442468871246 0.031359943201064465 0.00025972921633948966 -0.010424901965850181 0.0384048651486735 -0.10017304200178755 -0.090455821254975782 0.059876526196678749 -0.062146742972304429 0.00049467262826880204 0.0061256387738418214 0.0084279137821204036 0.0027781749593461524 0.066625723428937009 -0.076638133340983031 -0.012741709288180775 0.052177405421253799 -0.087608274471520337 0.08443077153158722 -0.018504690137719767 0.019976616465954462
leaf_weight=0.068761855798893934 0.0011867604111833064 0.0033166392988806638 0.0053875387303729668 0.0094216516467600098 0.0049310197604528474 0.0046311506995975332 0.0042184638334515773 0.0038414491117393368 0.0089970402371974956 0.0064871058858670949 0.011154850433390817 0.010283294372051444 0.0059993175191266354 0.017563620295504734 0.0069288090160000001 0.0079857931485386585 0.0093545280550486609 0.0061856849421033635 0.011135840543800235 0.060984658646142706 0.019322824230442848 0.27990554464366307 0.010667184164049104 0.029305079796813516 0.014395393100130605 0.012428142354110605 0.0041851583619644797 0.014567698169457799 0.012841323337852373 0.0033288788991676643
leaf_count=280 33 249 144 32 21 33 21 37 20 37 21 28 19 18 33 59 21 21 29 410 27 1083 14 41 39 14 21 19 26 50
internal_value=-7.38358e-05 -0.027773 0.000113687 0.00543394 -0.00219078 -0.000828175 -0.0400098 0.0243459 0.0402189 -0.00396009 -0.000204875 -0.000850759 -0.0164432 -0.000485411 -0.0401699 -0.0561242 0.000680916 -0.000478317 0.0276044 0.00258755 0.000333806 -0.0022006 -0.0211119 -0.0428362 0.0210388 0.00805175 0.0283129 0.0411878 0.0162585 -0.0399459
internal_weight=0.669704 0.0045034 0.665201 0.10005 0.0713032 0.56515 0.00884961 0.0287472 0.0184187 0.0103286 0.556301 0.545146 0.0487608 0.0347757 0.0172121 0.0139851 0.496385 0.475895 0.0204904 0.0663722 0.469709 0.353596 0.0736905 0.0486279 0.0250626 0.116113 0.0473512 0.0398372 0.0252695 0.00751404
internal_count=2900 282 2618 701 575 1917 54 126 52 74 1863 1842 157 79 61 78 1685 1635 50 554 1614 1204 121 68 53 410 130 59 40 71
is_linear=0
shrinkage=0.1


Tree=838
num_leaves=31
num_cat=0
split_feature=0 1 1 3 3 2 1 0 0 2 2 2 0 1 2 0 2 4 4 0 0 1 4 2 0 3 3 0 2 1
split_gain=0.000291372 0.00133036 0.00213207 0.0017389 0.00238365 0.00196791 0.00101315 0.00256266 0.00141226 0.0013397 0.00226083 0.00128009 0.00114205 0.00123525 0.000825193 0.00190415 0.00534058 0.00187792 0.00393824 0.00353633 0.00390502 0.00217408 0.00310674 0.00237976 0.00424081 0.00210454 0.00504745 0.00235503 0.00190078 0.0018529
threshold=98.201310130900012 75.465019721650009 75.551050381850018 0.082620000000000013 0.088990000000000027 -0.15104499999999998 77.898074329750017 99.378854792050006 100.67200315280002 -0.08756499999999999 -0.14581999999999998 0.20327000000000003 100.87363751255002 78.433077497700012 -0.071129999999999985 94.832672093450014 -0.091399999999999995 39.344049039350004 38.771633980050005 85.968825637350008 85.807518149550006 63.910026677050006 42.297164883650005 -0.048664999999999993 87.29692395375001 0.076825000000000018 0.083795000000000022 93.776108048200015 -0.046474999999999995 72.026481772850005
decision_type=2 2 2 2 2 2 2 2 2 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 5 -5 -4 9 -8 -9 10 -2 -11 -10 -14 15 -1 29 18 -16 20 -19 22 23 -21 -25 -23 -27 -28 -29 -17
right_child=6 2 3 4 -6 -7 7 8 12 11 -12 -13 13 -15 17 16 -18 19 -20 21 -22 25 -24 24 -26 26 27 28 -30 -31
leaf_value=-0.00072028347570661565 -0.067648520594197598 0.091168789576960355 0.065609176970795172 0.063801691940396435 -0.012392671524072868 -0.10005212182687505 -0.10010300563073969 0.034884968131092146 -0.078903383173206068 -0.077225594721019156 0.035992704809385351 0.012689271491330829 0.047667416514523053 -0.005805549065836739 0.0047567618707911891 -0.029440079539887205 -0.10009342455320902 -0.011021734841215526 0.06346301315532317 0.062256319610901202 -0.10017196771436974 -0.063394081701317412 -0.016287816567754812 -0.0064732764218551099 0.078986456057414778 0.08169429144959571 -0.065507819851639157 0.063515388900143147 -0.028926140351917651 0.023486300508356112
leaf_weight=0.34169523314746203 0.0032415926910729365 0.0039263099770323147 0.0010006142790874844 0.0079060498062828513 0.0085417021196958487 0.0025305389867821661 0.0024439097870035944 0.012101694815349617 0.0019203968231522586 0.0064754318109053466 0.006001581563848335 0.0020958149945222715 0.0048266207461540303 0.041159369245355043 0.044992770223161491 0.014026436280438759 0.0074904650881302817 0.017554726137665802 0.015317213486582659 0.015856205824093195 0.0068230364454489037 0.0070641251991112588 0.020060240090401749 0.023465192577504013 0.0077160529799868973 0.005597956252460178 0.0084306261267783067 0.0036661011554315337 0.0056559031761196366 0.012517923260247477
leaf_count=903 60 9 16 34 28 51 11 39 7 67 33 17 20 809 128 59 48 174 26 23 28 28 41 40 32 19 50 7 40 53
internal_value=-7.8326e-05 0.000700838 0.0238017 0.0105626 0.0242322 -0.0531091 -0.00572633 0.000274107 0.0043621 -0.0267621 -0.000354402 -0.0552399 -0.00334832 -0.000193107 -0.000288949 -0.00296703 -0.0255234 0.00523375 0.0196667 -0.00190751 -0.0359738 0.00660895 0.016662 0.0307142 0.0146744 -0.0155689 -0.00110064 -0.0272084 0.0074287 -0.00448079
internal_weight=0.662102 0.581835 0.0239052 0.0199789 0.0164478 0.00353115 0.0802664 0.062452 0.0600081 0.0178144 0.00924317 0.00857125 0.0479064 0.045986 0.55793 0.37573 0.0340348 0.1822 0.06031 0.12189 0.0243778 0.0975124 0.0670977 0.0470375 0.0311812 0.0304147 0.0233506 0.0177526 0.009322 0.0265444
internal_count=2900 1837 138 129 62 67 1063 886 875 177 93 84 836 829 1699 1063 160 636 154 482 202 280 136 95 72 144 116 97 47 112
is_linear=0
shrinkage=0.1


Tree=839
num_leaves=31
num_cat=0
split_feature=3 3 3 2 3 0 4 4 2 3 2 4 1 1 2 3 2 2 3 4 2 4 2 1 0 4 0 1 4 2
split_gain=0.000273643 0.00265461 0.00184659 0.00221851 0.0016964 0.00251801 0.00125522 0.00122261 0.00210756 0.00213072 0.00201861 0.00340204 0.00333395 0.00335706 0.00249749 0.00216018 0.00304491 0.00476061 0.00207194 0.00264344 0.00201084 0.00159723 0.00136638 0.00173891 0.0012687 0.00269116 0.00343051 0.00137116 0.00118609 0.00317254
threshold=0.090225000000000014 0.090720000000000023 0.091385000000000022 -0.08459499999999999 0.089475000000000013 89.528344202050008 32.785955158400007 39.685256516350002 -0.50001499999999999 0.10236000000000002 -0.59309999999999985 40.12915366295001 61.82916008405001 62.55235532115001 0.13860000000000003 0.10273500000000002 -0.083330000000000001 -0.067574999999999996 0.10332500000000001 41.134354310300004 -0.077279999999999988 40.712530798250008 -0.069554999999999992 62.068432857650002 89.738043936200015 38.238138001450004 94.776214472700005 70.182199495350019 35.131296350900008 -0.11420499999999999
decision_type=2 2 2 2 2 2 2 2 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 28 -6 -4 8 -8 24 -9 -12 -13 15 18 16 -14 -18 21 -20 -21 -15 -17 -24 -10 27 -27 -26 29 -1
right_child=1 2 6 -5 5 -7 7 10 9 -11 11 12 13 14 -16 22 17 -19 19 20 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.067677887566763115 0.036629045888393545 0.0090533202308794494 -0.068539874108129895 -0.063357362906970513 -0.10013015322688928 -0.0020838577342588405 -0.052794342459095124 0.032410551893049783 0.054100714471138504 -0.00087679455094481242 -0.072924991659666358 -0.071150996820821003 0.044318681290464103 -0.00087576341077073318 0.049910096161450021 -0.031450021025231173 -0.055500950675867092 0.036782334991278948 -0.05167794259640536 0.071907942025666249 -0.016958362547318917 -0.066282369841846461 -0.011999027759219315 0.044851961482291279 0.014054542433661997 -0.0055099412629620375 0.077939541631181775 -0.070539064981800112 -0.0016362080686817999 0.070025335365381774
leaf_weight=0.0022357100872273253 0.020802617680675761 0.0074445353704280784 0.0025182388778763878 0.0098022862238556219 0.0043153032286129284 0.0066649438525202259 0.0047593488501650174 0.014895278535636519 0.01541949693014515 0.040312782065898368 0.0072682020586746767 0.006789893535383367 0.03153536636838794 0.0048311076886814975 0.0042899735798657126 0.014186433767342521 0.0099609044518729206 0.012739448807863596 0.0070920610063609493 0.0051343265070016844 0.0050513916449603383 0.01643409388538002 0.01546045053058509 0.0082518862313918362 0.0035343589552212507 0.0094838179811631562 0.010250726927863895 0.0041847349444039594 0.34329584338346131 0.006648447883177879
leaf_count=102 35 14 43 33 20 35 42 48 31 145 36 29 32 18 31 42 15 37 21 23 33 116 44 19 7 18 24 52 1676 79
internal_value=-7.61163e-05 0.0022006 -0.000436065 -0.0321015 -0.00190944 -0.0406166 0.0017108 0.00241319 0.0119252 0.015628 -0.00269009 -0.00619844 -0.00277722 0.0006625 -0.0224681 0.0114158 0.0242156 -0.00371153 -0.0305241 -0.00480198 0.0278366 -0.0514231 -0.00690156 0.0077851 0.0311471 0.0182551 0.0378363 -0.031806 -0.000702629 0.0353721
internal_weight=0.655594 0.292434 0.271631 0.0172468 0.36316 0.0109802 0.254384 0.251866 0.0879453 0.0831859 0.163921 0.149026 0.141757 0.134967 0.042833 0.0921345 0.0542357 0.0227004 0.038543 0.0172778 0.0101857 0.0212652 0.0378988 0.0237123 0.0428731 0.0274536 0.0197345 0.00771909 0.35218 0.00888416
internal_count=2900 988 953 47 1912 55 906 863 319 277 544 496 460 431 242 189 84 52 211 77 56 134 105 63 132 101 42 59 1857 181
is_linear=0
shrinkage=0.1


Tree=840
num_leaves=31
num_cat=0
split_feature=2 1 2 1 1 2 3 3 3 3 3 4 0 1 0 2 2 4 2 4 3 3 2 1 3 1 0 3 2 0
split_gain=0.00026276 0.000377719 0.000372493 0.00112796 0.00137085 0.00106096 0.00118706 0.00323308 0.00165419 0.00291824 0.00203953 0.00231239 0.00103626 0.00209953 0.00198147 0.00191742 0.00220671 0.00112386 0.00310658 0.00171257 0.0015146 0.000986711 0.0033752 0.00147577 0.00116673 0.00113416 0.00173967 0.000856375 0.00149292 0.00105801
threshold=0.68694500000000025 80.371455809750003 -0.0039949999999999994 60.474177186300004 61.82916008405001 -0.031989999999999998 0.092425000000000021 0.088005000000000014 0.08708500000000001 0.083795000000000022 0.082620000000000013 41.872669623500009 88.232507383150008 66.697957758300021 92.031298721500022 0.15675000000000003 0.010100000000000003 36.514114975300011 0.049235000000000008 37.064694648750013 0.088670000000000013 0.070195000000000021 0.26462000000000008 70.133807249000014 0.10017000000000002 81.188747081400024 102.11570516885001 0.11614000000000002 -0.091399999999999995 89.99344745865001
decision_type=2 2 2 2 2 2 2 2 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 27 7 8 9 10 11 -7 15 -14 -15 16 -6 20 -19 -20 -16 22 -21 -23 25 -25 -27 -1 29 -29
right_child=1 -3 3 4 12 6 -8 -9 -10 -11 -12 -13 13 14 17 -17 -18 18 19 21 -22 23 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.00031561940102134 0.049680381452573918 -0.0052296158971208186 -0.069345596295738443 0.052161427601385937 -0.042748173250833361 0.060909261547301689 0.031186256379111835 -0.071428466886866743 0.075295730168591868 -0.08003088063528975 0.10001809788178956 -0.077650459663936355 0.04216443394516442 -0.10008609760154277 0.065642833622156449 -0.069442660034864254 0.051187716130773976 -0.10008320631957315 -0.10007218346634146 -0.10005548033184491 -0.025772790671757001 -0.05235678022998877 0.08126969767644826 0.065326418736783923 -0.035538668638506229 -0.10003778657550536 0.044952851510620964 0.016541702710048404 -0.046886816363343423 -0.0365330112719826
leaf_weight=0.50346638493555784 0.0025527002144159474 0.0024600347864923156 0.0028006855054897853 0.004004106003776548 0.0056787050161155594 0.0024950483137900492 0.023000780577585367 0.0050369379486425161 0.0041019900672836238 0.0031685721909475717 0.002910723676905036 0.0023284879216849408 0.0092717625811644666 0.0023444638848027837 0.0045201909049090794 0.0069904069899406887 0.004468804264052384 0.0036729275779771925 0.0016154925409255219 0.0028570490461947871 0.0030255171595728967 0.0025134724210147388 0.0016022583830014314 0.0078424427251357915 0.0022192503136900911 0.0012132509825926174 0.002602969200202687 0.012303259166182908 0.010761450429320009 0.0054063680762603495
leaf_count=1910 24 20 92 11 23 18 63 20 5 15 6 32 39 45 51 30 26 68 11 45 38 14 15 49 35 16 54 34 52 39
internal_value=-7.36155e-05 0.0227329 -0.000251074 -0.00718017 -0.0045598 0.000583384 0.0156844 -0.00210628 0.0211643 0.0007984 0.0339125 -0.00597831 -0.00819723 -0.000273459 -0.0111944 -0.0291423 -0.00138028 -0.00500755 -0.0148215 -0.000882309 0.0289889 0.00680283 -0.0349042 0.0181493 0.0309189 0.0435692 -0.00114251 -0.000638535 -0.0175113 0.000339135
internal_weight=0.649236 0.00501274 0.644224 0.0692438 0.0664431 0.57498 0.0430425 0.0200418 0.0150048 0.0109028 0.00773426 0.00482354 0.062439 0.045301 0.0360293 0.0171379 0.0101475 0.0336848 0.0261391 0.0224662 0.00754571 0.0208507 0.00445931 0.0163914 0.0138779 0.0116587 0.00381622 0.531937 0.0284711 0.0177096
internal_count=2900 44 2856 662 570 2194 159 96 76 71 56 50 559 480 441 79 49 396 307 239 89 228 60 168 154 119 70 2035 125 73
is_linear=0
shrinkage=0.1


Tree=841
num_leaves=31
num_cat=0
split_feature=4 4 3 3 2 4 3 0 0 0 2 3 3 3 4 4 1 1 2 2 4 4 2 4 4 2 2 0 4 1
split_gain=0.000262326 0.00130101 0.00116268 0.00188075 0.00218289 0.0020012 0.00125571 0.00184448 0.00223402 0.00185033 0.00118646 0.000976937 0.00089612 0.00178968 0.000727583 0.00108479 0.00246245 0.00421611 0.00390123 0.00204977 0.00121433 0.00218263 0.00212954 0.00106841 0.00101557 0.0100308 0.000939509 0.00314678 0.0049279 0.00486708
threshold=43.162556114600001 43.104429861650011 0.086945000000000022 0.083795000000000022 -0.10098 43.673409002000007 0.10236000000000002 91.410264893400026 97.32487278035002 99.983757871350008 -0.092864999999999989 0.085765000000000022 0.082325000000000023 0.081550000000000025 43.022303514600004 42.599563320500003 62.399113207700005 62.106071271500007 -0.082509999999999986 -0.11911999999999999 42.487106141350004 42.448133449100006 -0.101965 42.428475018400007 42.297164883650005 -0.085249999999999992 -0.067574999999999996 86.103248543850015 41.348489042950007 62.837331883000012
decision_type=2 2 2 2 2 2 2 2 2 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 5 -5 10 7 -4 -9 -10 -2 -6 13 -7 15 20 17 18 -17 -18 21 23 -22 24 26 -26 27 28 -1 -29
right_child=2 -3 6 4 11 12 -8 8 9 -11 -12 -13 -14 -15 -16 16 19 -19 -20 -21 22 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-0.0095349652932875308 0.084469277670361817 -0.044240219254444803 0.053955477201697237 0.0096505776924338919 -0.0253175558534426 -0.0031090715272490991 -0.030574965130676032 -0.066459581680803667 0.093599381690352673 -0.015316041104824794 0.00058691014401856005 -0.10009591061972356 0.024808185231835707 -0.10011408555343991 0.024250062611670536 0.00031472894181622235 -0.0087669602531439857 0.033741490052787607 -0.10015568400520398 -0.088597243613657339 0.069127847251951577 -0.06112334264792188 0.00052366035277546586 0.046185407721655053 0.05406665499003737 -0.096353513989815898 0.0068796598039112204 -0.034057597077918965 0.044923750456812531 0.00042535601471754657
leaf_weight=0.035406463166730406 0.0047132644866214601 0.0068546652888241679 0.014008852677668715 0.0058577014576526309 0.0028014079168687811 0.041476896258772572 0.0038972021029797651 0.0035143575296388008 0.0028033665221300907 0.0035162693937105804 0.0026255049578202952 0.0046421409364014316 0.010650712478456725 0.0019933028807637134 0.011715648200720796 0.010354026660240656 0.005871319889942557 0.017008409422032855 0.0061665173243485019 0.0071130145474683423 0.0069872771557648585 0.0058774238448060503 0.012837854061923448 0.0049989096906655197 0.0085706301457094125 0.0091835871480228093 0.15525762809867533 0.05623011090710861 0.031309279316701577 0.15044654738470103
leaf_count=187 26 33 39 17 40 485 33 35 6 39 34 26 35 10 33 28 23 18 33 63 16 22 39 11 15 29 696 76 45 708
internal_value=-7.35494e-05 -0.000950618 0.00456579 -0.00192178 -0.0360157 0.0054569 0.0220502 0.0306519 -0.00254471 0.0329984 0.0544597 -0.0719528 -0.00118785 -0.00755718 -0.000396319 -0.000947766 -0.0155253 -0.00120684 -0.0371872 -0.0524992 0.000473402 -0.000577053 0.0247029 0.00021128 -0.000303546 -0.02374 0.000667168 -0.00286086 0.0160222 -0.00895635
internal_weight=0.64469 0.542189 0.102501 0.0747609 0.0133013 0.0614597 0.02774 0.0238428 0.00983399 0.00631964 0.00733877 0.00744355 0.0541209 0.0434702 0.535335 0.523619 0.0465133 0.033529 0.0165205 0.0129843 0.477106 0.457281 0.0198251 0.451403 0.446404 0.0177542 0.42865 0.273392 0.0667157 0.206677
internal_count=2900 2075 825 673 83 590 152 119 80 45 60 66 530 495 2042 2009 165 79 61 86 1844 1789 55 1767 1756 44 1712 1016 232 784
is_linear=0
shrinkage=0.1


Tree=842
num_leaves=31
num_cat=0
split_feature=0 1 3 3 0 1 0 2 2 2 3 0 2 2 3 0 3 2 2 1 2 4 1 1 4 0 0 4 0 4
split_gain=0.000277714 0.00153667 0.00203881 0.00182479 0.00119699 0.00109677 0.00443245 0.0010592 0.00346136 0.00291368 0.00235457 0.00337961 0.00210604 0.00162331 0.00159286 0.00191686 0.00101591 0.00132119 0.00122109 0.00120853 0.0009925 0.000806849 0.0022129 0.00425268 0.00271083 0.00260287 0.00173578 0.0031796 0.0019382 0.00158152
threshold=85.716110573100011 61.993156030000002 0.10332500000000001 -0.17732499999999998 85.775256651950016 61.960894532450006 85.656964494200011 -0.074434999999999987 -0.01762 -0.093604999999999994 0.10273500000000002 81.917319234750025 -0.10965999999999999 -0.11911999999999999 0.094625000000000029 84.95796538030001 -0.22588499999999997 -0.23280999999999999 -0.23361999999999997 55.895732990150002 0.11970500000000002 42.988308018450006 62.132955852800002 62.197478847950002 43.061965423550006 88.576630023850015 90.437043050150024 43.162556114600001 91.410264893400026 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=1 5 3 -3 -2 6 7 9 -9 12 11 20 13 14 15 16 18 -18 19 -1 -10 29 -23 -24 -25 -26 -27 -28 -29 -6
right_child=4 2 -4 -5 21 -7 -8 8 10 -11 -12 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 22 23 24 25 26 27 28 -30 -31
leaf_value=-0.059323577596923464 0.027491592198542348 0.0021512552222496062 0.029954079066788986 -0.087350310567467351 -0.00040035807042219647 0.030415308816669095 -0.10010989240092226 -0.084558207651442771 0.010986132045323664 0.048601142347443449 -0.065796436598874339 0.097762827775285485 -0.075174754497583748 0.065647127310157899 -0.054466870536675198 0.091087655045616597 -0.0049805349687660153 -0.10005774954255316 0.047809840210390225 0.022663506471063407 -0.10004678607771339 0.035689597750794791 -0.10020695747593056 -0.1001948381980204 0.071354743495805797 -0.044110202693878095 0.089936312631014148 0.08254292567538242 -0.0045719637501516622 -0.027789460341282185
leaf_weight=0.0032785201293802149 0.016281321268252213 0.0033812172929568183 0.0035185372824555481 0.0069816744455710586 0.41867431286007117 0.010461720839160193 0.0045158317901599068 0.005463454420258528 0.0019342058960422973 0.013801084929355056 0.0027706428162446181 0.0045143847961473735 0.0038768208514738936 0.0036496151387837043 0.0053190279888895011 0.0023889506132377383 0.004589731669703204 0.0021444169729304763 0.0055926357679844108 0.0039810927923959599 0.0013790447787283 0.022591341585815883 0.0040242030283934504 0.0023157776061719084 0.0062062714164477705 0.0068389675408844349 0.0044780300763034219 0.002735570812630205 0.038469883296499675 0.02220021236062264
leaf_count=25 25 23 22 116 1544 19 12 18 80 22 6 17 16 9 19 7 61 34 21 35 18 40 7 10 25 37 20 12 525 75
internal_value=-7.89031e-05 -0.00511259 -0.0358164 -0.0581476 0.000785361 0.000237727 -0.00432458 0.00236258 -0.0199019 0.00971742 0.0134287 0.0414709 -0.00569398 0.00301092 -0.00536436 0.00652067 -0.00379395 -0.0352568 0.0126916 -0.0143628 -0.0352281 -3.73154e-05 0.00872494 -0.00063697 0.00592693 0.0101115 0.00287474 0.00990854 0.00121147 -0.00177953
internal_weight=0.638359 0.0935426 0.0138814 0.0103629 0.544816 0.0796612 0.0691995 0.0646836 0.0160617 0.0486219 0.0105983 0.00782764 0.0348208 0.030944 0.0272944 0.0219753 0.0195864 0.00673415 0.0128522 0.00725961 0.00331325 0.528535 0.08766 0.0650687 0.0610445 0.0587287 0.0525225 0.0456835 0.0412055 0.440875
internal_count=2900 580 161 139 2320 419 400 388 139 249 121 115 227 211 202 183 176 95 81 60 98 2295 676 636 629 619 594 557 537 1619
is_linear=0
shrinkage=0.1


Tree=843
num_leaves=31
num_cat=0
split_feature=2 2 4 1 1 3 1 4 4 2 1 4 2 1 0 1 0 2 1 0 0 3 3 4 4 1 1 2 2 3
split_gain=0.000321082 0.000973345 0.00317678 0.0017079 0.00247212 0.00278968 0.00268987 0.00182276 0.00163778 0.00490537 0.00349856 0.00352099 0.00126183 0.00118158 0.00265314 0.00136076 0.00307337 0.00257323 0.00186146 0.00154917 0.00282519 0.00226709 0.00509212 0.00216094 0.00175544 0.00227201 0.00241812 0.00289217 0.0032188 0.00213993
threshold=-0.11808 -0.088099999999999998 35.461062230100005 72.303392960300016 70.343506983200015 0.084795000000000023 66.318885161900013 42.487106141350004 41.395309858300003 -0.10282499999999999 61.93938686740001 43.19689381845 -0.085734999999999992 81.524804347700012 106.56510337475001 77.898074329750017 97.738895332450014 0.20327000000000003 78.433077497700012 94.614906984850009 93.910530954700008 0.090865000000000015 0.076825000000000018 39.420767558750008 38.238138001450004 64.434276012450013 66.318885161900013 -0.060760000000000002 -0.053019999999999991 0.083415000000000031
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 8 -5 -4 -10 -11 -12 -3 15 -15 16 19 -18 -17 20 24 22 -21 -23 -14 29 -27 -28 -29 -26
right_child=1 12 3 7 5 -7 -8 -9 9 10 11 -13 13 14 -16 18 17 -19 -20 21 -22 23 -24 -25 25 26 27 28 -30 -31
leaf_value=0.0038936290174181412 0.055310064849032108 0.021856371138344165 -0.044770696560763934 0.028603280231069086 0.017956046627332117 -0.10015430860392111 0.019398203773226885 -0.03781563071723907 0.062148057477381814 0.022186552033641137 -0.084586181829897897 -0.0009110218112074836 0.019453927342674867 -0.10004379192810429 0.0076340097895069145 0.071716895215715767 -0.081537475182977118 0.022832062353205708 0.0082057158243074666 -0.018333197882672871 -0.063556999973068587 0.028501364324985907 0.068608571374217373 -0.055761853625920357 0.018174921237770481 -0.10010016172100378 -0.10014822624017028 0.063062853442663991 -0.031680142781861646 -0.0068656519571398929
leaf_weight=0.15396499871366087 0.0071685779391148776 0.027404023493761198 0.023178107630656086 0.016264921483431255 0.0027891253969301033 0.0070659075908814373 0.018827104141109885 0.0055389420569620365 0.0073760815712375699 0.0093293236877798544 0.012679636155889185 0.0083344117114318994 0.037273923939342979 0.0037950777824085338 0.0057633274910251784 0.0058911266014547428 0.0083048543020050047 0.0033013326615085612 0.021300527948930448 0.011113980885781416 0.0073169071279632339 0.0056188872197845963 0.017104003854825578 0.0066399545978202967 0.046419095331683091 0.0043914863545607549 0.0035204832554354129 0.0053777532884851055 0.010762249853322876 0.1288891681565329
leaf_count=1091 37 66 41 53 16 51 32 39 16 12 46 26 85 89 223 14 76 26 90 31 47 20 46 22 172 38 8 10 87 290
internal_value=-7.87115e-05 -0.00135623 -0.00921571 -0.0133685 -0.0194777 -0.0667273 -0.013637 0.0117306 -0.0238502 -0.0109949 -0.028775 -0.0513997 0.00123063 -0.000467855 -0.0351185 0.000556831 -0.00140963 -0.05185 0.0219655 0.000648612 -0.00235758 0.0187667 0.0343655 -0.0171395 -0.000465243 -0.00418948 -0.0330107 -0.0180252 -0.000112339 -0.00023527
internal_weight=0.632705 0.47874 0.118552 0.111384 0.0895797 0.00985503 0.0797247 0.0218039 0.0608976 0.0377195 0.0303434 0.021014 0.360188 0.332784 0.00955841 0.323226 0.296034 0.0116062 0.0271917 0.284428 0.243951 0.0404768 0.028218 0.0122588 0.236634 0.19936 0.024052 0.0196605 0.01614 0.175308
internal_count=2900 1809 369 332 240 67 173 92 141 100 84 72 1440 1374 312 1062 958 102 104 856 737 119 77 42 690 605 143 105 97 462
is_linear=0
shrinkage=0.1


Tree=844
num_leaves=31
num_cat=0
split_feature=2 1 1 0 2 1 3 0 0 0 3 3 3 2 4 3 4 4 3 0 4 2 4 2 4 0 1 2 2 4
split_gain=0.000290764 0.00137105 0.0021075 0.00241796 0.00269478 0.00566081 0.0051303 0.00171277 0.00165652 0.00283262 0.0019222 0.00206071 0.00318371 0.00260551 0.00204588 0.0021344 0.00239793 0.00221405 0.00247903 0.00239755 0.00157016 0.00156541 0.00131778 0.00251997 0.00184852 0.00138439 0.00232092 0.00170147 0.00131022 0.00146652
threshold=-0.068524999999999989 61.409760615700009 61.767325547050007 85.968825637350008 -0.053019999999999991 62.079186690200011 0.087530000000000011 85.775256651950016 86.036037090600004 86.103248543850015 0.11308000000000003 0.084795000000000023 0.076080000000000023 -0.036264999999999999 36.514114975300011 0.09642000000000002 39.344049039350004 41.322103772800006 0.090025000000000022 88.028184565250015 38.592454371550012 -0.0086649999999999991 38.386256906100009 0.26462000000000008 38.938637541200009 96.943111725850017 64.434276012450013 -0.033594999999999993 -1.0000000180025095e-35 36.514114975300011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -7 -4 -6 -10 11 12 22 -13 -15 16 -16 19 -19 -18 -17 -14 28 24 -24 26 -26 -27 -11 -30
right_child=1 2 3 4 8 6 -8 -9 9 10 -12 13 21 14 15 20 17 18 -20 -21 -22 -23 23 -25 25 27 -28 -29 29 -31
leaf_value=-0.0015252346858528345 -0.045900332127510247 0.068262014453886355 -0.0018532341820586551 0.099414209822167782 0.065600649306620393 -0.048878106812034507 0.042232471044291814 -0.056772124630495684 -0.10014792846923329 0.073337897399442131 0.040620699939643068 -0.073627456886628279 0.080738024389111818 -0.07688564653191092 -0.1000608391042585 0.069993960474245706 -0.032930175376054985 -0.0077136238831674976 -0.10012020915187284 0.054080666484482544 0.0063580746827043722 0.006116668220931043 -0.10015625800912281 0.051955382026029263 0.015406554935802126 0.085537429690349054 -0.10006022194640736 -0.035104115929303195 0.035916079032980712 -0.049748801120696122
leaf_weight=0.43350379000297334 0.0055355017404341558 0.0050591321196407071 0.012100713605902258 0.0091163185170444125 0.0037572378641925605 0.0099013953356840087 0.01644461627756244 0.010700440876102224 0.0028605114014226265 0.0035237055253674052 0.010870863764707056 0.0067969523011217536 0.0083395627144362567 0.0040057839705738485 0.0033509558219473835 0.0049937959245411881 0.0053368103253887966 0.0083806636601545283 0.0044419608927315788 0.0077882421187808748 0.017343802527446169 0.0042408629423553992 0.0036795445913746514 0.0038685686843366587 0.0032204500748775917 0.0022632760546557051 0.0037887872183838597 0.0024180091807574911 0.0048308020735285673 0.0034083852807640369
leaf_count=1826 119 7 80 14 4 27 45 37 7 7 70 23 27 44 25 19 10 59 36 47 68 91 10 28 8 5 37 48 50 22
internal_value=-8.94237e-05 0.0031462 0.00459936 0.00282749 0.00719545 0.0314933 0.00799116 -0.0276263 0.00021899 -0.00183236 0.00057356 -0.00353268 0.0131547 -0.0151803 -0.00804072 -0.00269994 -0.0204523 -0.0101714 -0.0397247 0.018701 0.0205845 0.0555832 -0.0040628 -0.0201841 -0.0383412 -0.0188852 -0.0470081 0.0232228 0.0223042 0.00047825
internal_weight=0.625871 0.192368 0.186832 0.181773 0.158972 0.0354623 0.026346 0.0228012 0.12351 0.119752 0.116892 0.106021 0.043582 0.062439 0.055642 0.0516362 0.0292986 0.0259477 0.0128226 0.0131251 0.0223376 0.0125804 0.0310015 0.0192386 0.0153701 0.0116905 0.00700924 0.00468129 0.0117629 0.00823919
internal_count=2900 1074 955 948 831 86 72 117 745 741 734 664 333 331 308 264 177 152 95 57 87 118 215 136 108 98 45 53 79 72
is_linear=0
shrinkage=0.1


Tree=845
num_leaves=31
num_cat=0
split_feature=2 4 3 3 2 3 3 3 0 4 3 3 4 2 2 2 4 1 1 1 0 3 2 2 3 0 3 0 1 2
split_gain=0.000286596 0.000987143 0.000962798 0.00361794 0.00274299 0.00200521 0.00102946 0.00197631 0.00235939 0.00210482 0.00238011 0.00217558 0.00114679 0.00106221 0.000820577 0.000771732 0.00265603 0.00149082 0.0031567 0.00326085 0.00352269 0.00270375 0.00270854 0.00255253 0.00362932 0.00237711 0.00299454 0.00254323 0.00182801 0.00141492
threshold=-0.11808 34.176526048000007 0.085345000000000018 0.088565000000000019 -0.14581999999999998 0.090390000000000012 0.093925000000000022 0.097615000000000021 99.983757871350008 41.621607100200002 0.10017000000000002 0.099780000000000021 40.259171735100004 -0.24405499999999999 -0.25167499999999993 -0.088099999999999998 35.461062230100005 62.837331883000012 64.654729579150015 66.318885161900013 91.144107538500023 0.092835000000000015 -0.092289999999999997 -0.101965 0.087405000000000024 86.232294534150014 0.082620000000000013 85.737618238150006 61.82916008405001 -0.087910000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 13 8 14 11 -11 -9 -13 -7 -8 16 -2 25 -19 -20 -21 22 23 -22 -25 26 -18 28 -28 -17
right_child=15 2 3 5 -6 6 7 9 -10 10 -12 12 -14 -15 -16 29 17 18 19 20 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0638627224381461 0.051466420188422429 -0.0042096915307320041 0.0074436228906479152 -0.06136598679373173 0.084412699584885509 0.0065870980178685604 -0.035994223569599103 0.067954806094274275 0.031982509822833217 -0.089024575579435689 0.010232811902633639 -0.016276118085528306 0.032587560216705204 0.069876611019875842 -0.10012215602360647 0.059636744878131302 0.05142041467573967 0.060703635530302003 -0.068423103550527734 0.074846907320658587 -0.018012467747015506 -0.074914843107271228 -0.046426871033051986 -0.0049513589648148108 0.090946221939536262 -0.062469730211298327 -0.017185057514237084 0.001050180858994512 -0.10010610250918771 0.00033197516429925625
leaf_weight=0.0021352626214898298 0.0069655805330970785 0.068211361453394931 0.0082866872971589164 0.0048323974416955703 0.010492966238416564 0.0062434678653842755 0.0041532163661379693 0.0082171636055551368 0.0034660178767650035 0.0039547942942590453 0.0062083020514253767 0.010297677357177151 0.0090013170729257297 0.0046097580452215663 0.003840526043177305 0.004070375079287202 0.0060917078641544711 0.0070260039647109798 0.0082668514069155208 0.0055039672988641533 0.012995436760345504 0.0056013165993986291 0.0096399184913771307 0.0080913054436219344 0.0077040943374413464 0.012929341361314073 0.0047700163956960751 0.014177032018324098 0.0060060553670702177 0.3457882175939736
leaf_count=109 37 659 36 25 15 35 29 16 24 7 37 45 26 15 13 11 22 9 12 13 27 57 39 37 18 23 14 29 32 1429
internal_value=-8.32408e-05 0.00365714 0.00460679 0.0118 0.0504494 0.000603307 0.00559496 -0.000561399 -0.0369259 0.0104985 -0.0283915 0.0248625 0.00651458 0.0334684 -0.0668039 -0.00131993 -0.00839718 -0.0122297 -0.002589 -0.0102823 -0.00057943 -0.0100077 -0.000547369 0.0148143 0.041822 -0.0264424 -0.011438 -0.0267833 -0.0634012 0.00102195
internal_weight=0.619578 0.153951 0.151816 0.0836043 0.0187797 0.0648246 0.0599922 0.049139 0.0114598 0.0376793 0.0101631 0.0275162 0.019299 0.0108532 0.00799374 0.465627 0.115769 0.108803 0.0648289 0.0578029 0.049536 0.0440321 0.0384308 0.0287908 0.0157954 0.0439742 0.0310448 0.0249531 0.0107761 0.349859
internal_count=2900 1091 982 323 51 272 247 197 66 131 44 87 71 50 42 1809 369 332 212 203 191 178 121 82 55 120 97 75 46 1440
is_linear=0
shrinkage=0.1


Tree=846
num_leaves=31
num_cat=0
split_feature=1 0 4 2 0 0 2 0 0 1 0 2 0 2 2 4 1 4 0 3 4 3 4 3 0 0 1 2 1 1
split_gain=0.000288104 0.00223043 0.00181319 0.00260765 0.00339784 0.00307457 0.00221275 0.00156311 0.00346003 0.00146152 0.00168562 0.00236113 0.00207293 0.00187442 0.00214123 0.00171088 0.00308141 0.00163807 0.00255899 0.0020577 0.00219423 0.00164586 0.00160145 0.00130001 0.00118883 0.00167039 0.00157577 0.0017771 0.00524842 0.00299027
threshold=68.961639504150014 92.031298721500022 38.703421923500009 -0.033594999999999993 94.776214472700005 94.832672093450014 -0.024989999999999998 97.013011637200023 97.483491810050012 68.214248143850014 91.625341543800019 -0.053019999999999991 90.337570099350003 -0.121865 -0.053019999999999991 38.238138001450004 65.111767461350013 37.020641110850008 85.807518149550006 0.090640000000000012 35.131296350900008 0.07797500000000003 35.818873074050011 -0.079549999999999996 93.442739239950015 93.679323555450011 70.133807249000014 -0.079824999999999993 70.96454081135002 70.96454081135002
decision_type=2 2 2 2 2 2 2 2 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 -3 -6 -5 -7 -9 10 12 -12 15 -14 -15 17 -17 19 -19 20 21 -1 -21 -10 -4 -26 -27 28 -28 -29
right_child=1 2 24 6 5 7 -8 8 23 -11 11 -13 13 14 -16 16 -18 18 -20 22 -22 -23 -24 -25 25 26 27 29 -30 -31
leaf_value=-0.063408572923379425 -0.10006129042920592 -0.086549082201876709 0.065256183220301786 0.097699429698617113 0.099946707473654792 -0.078210358729518634 -0.0049772142572139973 0.075000796249247867 0.040212440310566415 0.035733333615563127 -0.10007799106628633 0.0065558611773239355 -0.015744007408269162 0.084002420204694755 0.010726547827501976 -0.0015158799335093414 -0.065138075867974404 0.0083381538805853903 0.087272331596366395 -0.0059046405250501753 -0.067613672119902046 0.094671784963061889 0.048843426359228961 -0.07996577380124581 -0.067696005517852528 0.038380243478267961 -0.091979941292442316 0.058621343795939779 -0.0015280341522447268 0.0024344708255411521
leaf_weight=0.0010311883093812035 0.0023457142982333248 0.0099251524750076509 0.0029972595442267482 0.0024193701067714004 0.0021339304900038778 0.0043832947784016594 0.015844957502913565 0.0033377656244226745 0.0011417063411417998 0.012082786432216608 0.0039548134391189649 0.0043720369689825844 0.0061691532619079217 0.008383310680073917 0.0076059630851686997 0.3076186266345205 0.0078057482087521271 0.0095055639021666138 0.0072318251040996975 0.011003647828779384 0.0065049888726025351 0.0018229445022215351 0.010385746471001767 0.0042535558133220547 0.0033958858057303578 0.011769718915637356 0.0069964219817253833 0.01178989363421553 0.077186464196727034 0.04817850264649811
leaf_count=55 62 45 16 11 2 38 155 8 45 34 40 34 19 25 27 858 29 31 15 35 30 11 11 173 7 32 46 30 620 356
internal_value=-7.60456e-05 -0.00310079 -0.00199538 -0.0201414 -0.0410101 -0.0113724 0.00862377 -0.0294833 -0.00502609 0.00147631 0.000424139 -0.0440896 0.00138672 0.0310797 0.0491457 -0.000426263 -0.00309033 0.0172697 0.0424437 0.00356674 -0.0355408 0.0375579 0.0206786 -0.0545345 0.002861 0.00168715 0.00319828 0.000325731 -0.00904547 0.0134809
internal_weight=0.613578 0.2081 0.205754 0.0434397 0.0251754 0.0152503 0.0182643 0.0131163 0.00873303 0.405478 0.393396 0.00832685 0.385069 0.0221584 0.0159893 0.36291 0.315424 0.0474859 0.0167374 0.0307485 0.00935912 0.00285413 0.0213894 0.00539526 0.162314 0.159317 0.155921 0.144151 0.0841829 0.0599684
internal_count=2900 1646 1584 477 311 266 166 264 226 1254 1220 74 1146 71 52 1075 887 188 46 142 96 66 46 218 1107 1091 1084 1052 666 386
is_linear=0
shrinkage=0.1


Tree=847
num_leaves=31
num_cat=0
split_feature=2 4 3 3 2 3 3 0 4 0 4 4 4 2 2 2 3 4 3 3 1 1 2 2 4 0 2 0 2 2
split_gain=0.000325335 0.000800235 0.000828032 0.00308664 0.00255086 0.00179978 0.000845719 0.00171112 0.00168874 0.00304466 0.00158089 0.00256268 0.00161774 0.00115895 0.000915783 0.000766047 0.000761886 0.000752317 0.000708729 0.00194057 0.000847953 0.00216977 0.00164683 0.00115009 0.00109349 0.00115714 0.00140807 0.00118077 0.00162372 0.00117066
threshold=-0.11808 34.176526048000007 0.085345000000000018 0.088565000000000019 -0.14581999999999998 0.090390000000000012 0.093925000000000022 85.839779647100016 42.131954243650007 97.32487278035002 40.259171735100004 40.742467179200005 36.82350895510001 -0.25167499999999993 -0.24405499999999999 -0.11131999999999999 0.084065000000000015 40.712530798250008 0.083185000000000023 0.080515000000000017 62.245871094250013 58.549241164900003 -0.23871499999999998 -0.25089499999999998 46.177190236600005 110.99299391555002 -0.23771499999999998 85.872041144650012 -0.22866 -0.15818499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 16 4 -4 -5 14 -8 10 -10 12 -12 -9 -14 -7 17 18 -2 19 20 21 -3 -23 -22 -25 26 -26 -28 -29 -30
right_child=15 2 3 5 -6 6 7 8 9 -11 11 -13 13 -15 -16 -17 -18 -19 -20 -21 23 22 -24 24 25 -27 27 28 29 -31
leaf_value=-0.059587123320229564 -0.043060058733524649 0.0090775121544712008 0.0072959002823892415 -0.058755850470493615 0.083267261375533988 0.0071442007637560175 -0.052627397562822475 0.041694000230260098 -0.10013064703752224 0.026410191967639374 0.083374306534234999 0.0076768225783820573 -0.0045821513040573917 -0.073824606231606069 0.067178556170844922 -0.00058613530718953639 -0.049697069859528792 -0.0014232706795155993 0.033117803017298712 -0.069216934012097872 -0.053645090774824024 0.0073936061965877604 -0.080322995236134787 0.036848802539439694 -0.10006547232265216 -0.10002769890528018 0.10002741059789544 -0.10006499518507049 0.059381590986129218 -0.043785663591674302
leaf_weight=0.0019554724372906609 0.0085806353898712495 0.017732677313764083 0.0081658554796801147 0.0046331785737696854 0.0096337859731647768 0.006219307081344559 0.0054067021663790618 0.0046398856547135497 0.0037222059116572828 0.0038870317044350025 0.0070932652973703094 0.012103741881464458 0.0068133725695776227 0.0037463620943191719 0.0042961432240851112 0.43996437896406565 0.003368196050930485 0.0087799287006630755 0.0055900866993994205 0.0042514218543598511 0.0023433008094874757 0.0032614258510292871 0.006226668359850196 0.014906159715177499 0.0010916941363305682 0.0011530758187037202 0.0015285282861441599 0.0012491204915931814 0.0035157342742912832 0.0016006339301664493
leaf_count=109 22 113 36 25 15 35 23 21 19 26 17 36 39 16 15 1765 21 22 19 42 110 17 32 103 33 32 2 5 30 100
internal_value=-7.31558e-05 0.00396589 0.00480457 0.0116718 0.0484142 0.00121801 0.00601482 0.00032451 0.00714011 -0.0354897 0.0165707 0.0356469 -0.00752244 -0.0291479 0.0316716 -0.00139913 -0.00333267 -0.0220027 -0.000909654 -0.00414131 0.000924963 -0.0115743 -0.0501714 0.0133478 0.0196159 -0.00572 0.00638187 0.0211029 0.00215095 0.0271062
internal_weight=0.60746 0.150135 0.14818 0.0803608 0.0177996 0.0625612 0.057928 0.0474126 0.0420059 0.00760924 0.0343966 0.019197 0.0151996 0.0105597 0.0105155 0.457325 0.0678187 0.0173606 0.0644505 0.0588604 0.054609 0.0272208 0.00948809 0.0273882 0.0250449 0.0101388 0.00898571 0.00789402 0.00636549 0.00511637
internal_count=2900 1091 982 323 51 272 247 197 174 45 129 53 76 55 50 1809 659 44 638 619 577 162 49 415 305 202 170 137 135 130
is_linear=0
shrinkage=0.1


Tree=848
num_leaves=31
num_cat=0
split_feature=2 2 1 2 1 3 2 1 2 3 3 0 3 3 3 2 3 4 3 4 0 0 3 1 3 3 0 2 3 3
split_gain=0.000292313 0.000706838 0.001137 0.000704402 0.00147879 0.00204232 0.0011818 0.0026578 0.000804826 0.00203659 0.000873735 0.000553027 0.00051651 0.000903206 0.00119407 0.00401582 0.00142435 0.00096037 0.000901192 0.00199186 0.00182962 0.00221082 0.000616377 0.00354502 0.00286732 0.00272909 0.00228767 0.0035558 0.00179958 0.00299017
threshold=-0.62958999999999998 -0.59309999999999985 78.285212300550015 -0.50001499999999999 75.551050381850018 0.085495000000000029 -0.26138499999999998 62.305017173150013 -0.24299000000000001 0.093295000000000031 -0.10778500000000001 97.483491810050012 0.43644500000000008 0.21240500000000004 0.11614000000000002 -0.055714999999999994 0.11308000000000003 41.21013581150001 0.10500500000000003 41.621607100200002 89.99344745865001 93.910530954700008 0.097615000000000021 62.245871094250013 0.10332500000000001 0.096995000000000012 89.665455566700004 -0.058529999999999992 0.09660500000000001 0.095845000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 7 -5 9 10 -8 -2 13 14 16 -16 18 -15 22 20 -20 -22 25 -24 26 28 -25 -28 29 -10
right_child=1 3 -4 6 -6 -7 8 -9 12 -11 -12 -13 -14 17 15 -17 -18 -19 19 -21 21 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.018781953496384434 0.030892001421598193 0.059472314314507335 0.072672943340290078 0.083164879278635889 -0.10004485194010158 -0.04035587689874609 0.0062605814082175443 -0.019425943122543796 0.00058506828628153505 0.046830241770017884 -0.10007594035011971 -0.018496605048957403 -0.033085554369518315 -0.01017007197567623 -0.075031665386276411 0.032068599147021599 0.048077336274573737 0.054780648035027447 0.017430743310374405 -0.064207856201549937 -0.10010273180838272 0.0028497203013053644 0.028736872702532675 0.014727542028141581 0.03485304785393218 -0.077289070650758684 -0.10016279649936997 0.0051935616982732241 0.058921507038281633 -0.078240128241344672
leaf_weight=0.0082330588806182048 0.0043514400255587945 0.0030463491403386889 0.0034386173078795003 0.0052744576331539171 0.0021302804051936417 0.0062618376884926441 0.0010114321007084967 0.0048447900096295739 0.40761981721995311 0.002019499194767238 0.0032738108063125942 0.0047334908178222612 0.0046870159114705814 0.0036387494455319969 0.0081158755354867607 0.0061569958086313834 0.0062135853029658952 0.0060809413460098938 0.015479659163560205 0.0068529712972473364 0.0035817648822558121 0.0049942069201142436 0.039991593618651691 0.0057013781439718648 0.0073551008207459736 0.0045722654937501708 0.008547417803457736 0.0051237217255328824 0.0051876660223904017 0.004869933904196099
leaf_count=49 23 19 43 19 70 44 47 41 1940 9 41 18 24 28 40 37 23 30 33 36 7 43 71 15 17 14 43 35 18 23
internal_value=-6.82437e-05 0.000190631 0.0236966 -0.000314624 -0.0248855 -0.00768447 0.000177421 0.0340475 -0.000433441 -0.0359609 -0.0749777 0.00515922 -2.96865e-05 0.000251968 -0.000291486 -0.028831 0.000482793 0.0304651 -8.60577e-05 -0.016646 -0.00309659 -0.0401485 0.000960727 0.00989258 -0.0183035 -0.000450586 -0.0384852 -0.0606769 0.000390556 -0.000345557
internal_weight=0.60339 0.595157 0.0125235 0.582633 0.0114385 0.00930819 0.571195 0.0101192 0.561075 0.00630474 0.00428524 0.00908493 0.554771 0.550084 0.540364 0.0142729 0.526091 0.00971969 0.519877 0.0309086 0.0240556 0.00857597 0.488969 0.0667192 0.0267276 0.42225 0.0193725 0.0136711 0.417677 0.41249
internal_count=2900 2851 84 2767 133 63 2634 60 2574 97 88 41 2477 2453 2395 77 2318 58 2295 119 83 50 2176 181 110 1995 93 78 1981 1963
is_linear=0
shrinkage=0.1


Tree=849
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 1 1 4 3 2 3 0 0 4 2 4 0 0 2 0 0 0 0 1 2 1 1 1 4 1
split_gain=0.00032649 0.00166824 0.00117917 0.00284569 0.00234689 0.00243058 0.00218292 0.00214741 0.00367167 0.00193851 0.00229457 0.00182366 0.00385854 0.00172896 0.00210824 0.00252583 0.00356948 0.00309164 0.00203162 0.00167751 0.00390885 0.00156983 0.00141715 0.00162354 0.0014873 0.00464051 0.00256326 0.00312457 0.00283522 0.00217022
threshold=87.181320254150009 86.866770652900016 66.697957758300021 90.337570099350003 66.318885161900013 64.434276012450013 65.630639880500027 41.322103772800006 0.089850000000000027 -0.083794999999999994 0.089475000000000013 92.031298721500022 90.259604813550013 38.703421923500009 -0.033594999999999993 34.542090938800008 94.776214472700005 94.832672093450014 -0.024989999999999998 97.013011637200023 97.152811460000024 93.442739239950015 93.679323555450011 70.133807249000014 -0.079824999999999993 70.96454081135002 70.96454081135002 71.787208999250012 39.091773401050006 76.919475570250015
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -9 -11 12 -4 14 15 -13 -17 -18 -16 -19 -21 -15 -23 -24 25 -25 -26 -28 -29 -30
right_child=2 -3 11 4 -6 -7 -8 9 -10 10 -12 13 -14 21 18 16 17 19 -20 20 -22 22 23 24 26 -27 27 28 29 -31
leaf_value=-0.00088118268158397523 -0.0052803549442550068 -0.037144018766858265 0.036699706754011061 0.067363897129123759 0.08026512377845306 -0.035952221930733212 -0.035907078569678896 0.019060100243503041 0.062674284543359146 0.0073214861046906696 -0.047988850321610044 0.029022234740642985 -0.078179775347346034 0.041003404350416467 0.09721482297949588 -0.10015368126987674 0.099926438940062687 -0.10008705441212434 -0.0044752642417179682 0.099958360353824494 -0.064619783894110716 -0.06421665223290994 0.037409264122485159 -0.09061788655158283 0.055078030666503845 -0.0015224069560830248 -0.100078628565737 0.082733620637395658 -0.030450972534277983 0.017636972380468907
leaf_weight=0.24330004414723888 0.01554090651040943 0.013384169993159389 0.0044566484868807663 0.0040794111799016264 0.0096247276624126243 0.0051538286359473773 0.012412967401125741 0.021988748872786346 0.016280570312574127 0.015170333541846048 0.014835361580480821 0.0047268920826634376 0.0085001725481810286 0.011077192126017876 0.0022082630016120311 0.0087817117832256694 0.001931364413508164 0.0030431875286850447 0.017808841764844971 0.0021567272610809596 0.0043615967716657492 0.0031616870637662933 0.012878251905696941 0.0063332040477473697 0.011371012636615677 0.075982348086794521 0.0028080345380523388 0.0046342946939258714 0.014738030336981962 0.025838359999881107
leaf_count=891 38 24 40 16 30 31 24 24 31 21 24 97 68 43 11 42 2 35 161 3 137 8 47 46 30 620 19 18 77 242
internal_value=-7.66495e-05 -0.00277202 0.00194701 0.0101913 0.0457124 0.0096947 0.00323025 0.00902641 0.0294867 -0.00349566 -0.020025 -0.0022365 -0.0386656 -2.92239e-05 -0.0174419 -0.0368053 -0.0521526 -0.015475 0.00674306 -0.0387853 -0.0101656 0.00461409 0.00205876 0.00341428 0.000324802 -0.00837725 0.012386 0.00227642 0.00863369 0.000170619
internal_weight=0.598569 0.256684 0.341885 0.115087 0.018858 0.00923324 0.0962289 0.0838159 0.0318215 0.0519944 0.0300057 0.226798 0.0129568 0.213841 0.0450186 0.0250015 0.0202746 0.0114929 0.0200171 0.00956151 0.00651832 0.168822 0.157745 0.154584 0.141705 0.0823156 0.0593897 0.0480187 0.0452107 0.0405764
internal_count=2900 915 1985 239 77 47 162 138 69 69 45 1746 108 1638 488 316 219 177 172 175 140 1150 1107 1099 1052 666 386 356 337 319
is_linear=0
shrinkage=0.1


Tree=850
num_leaves=31
num_cat=0
split_feature=0 0 3 3 1 3 1 1 0 0 2 2 0 2 2 2 1 1 2 2 4 4 2 4 4 4 4 1 3 2
split_gain=0.00029271 0.00123655 0.00444997 0.00261952 0.00136407 0.00152654 0.0011875 0.0010019 0.00221014 0.00134888 0.00117484 0.00189534 0.00106822 0.00104176 0.00243552 0.00086807 0.000863769 0.000859107 0.00284156 0.000947941 0.000933775 0.000740549 0.000703569 0.000665804 0.00201602 0.00116804 0.00127076 0.00157873 0.0009622 0.00433661
threshold=98.201310130900012 97.483491810050012 0.091250000000000012 0.10017000000000002 75.18810853425002 0.092425000000000021 74.986474174450009 77.898074329750017 99.378854792050006 100.67200315280002 -0.08756499999999999 -0.094344999999999998 100.87363751255002 -0.13820499999999999 -0.14581999999999998 -0.026349999999999998 78.433077497700012 80.468240302450013 -0.078219999999999998 0.25828500000000004 37.962710038050005 44.758188263300006 0.12351500000000003 36.514114975300011 36.372781240150012 37.020641110850008 37.858673296900008 67.649671936450019 0.09117500000000002 -0.092864999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 6 22 23 10 -9 -10 11 13 -11 14 21 -12 -14 18 -18 -19 -21 -2 -6 24 28 -25 27 -27 -1 -30
right_child=7 2 3 -5 5 -7 -8 8 9 12 15 -13 16 -15 -16 -17 17 19 -20 20 -22 -23 -24 25 -26 26 -28 -29 29 -31
leaf_value=0.021927458808016134 -0.10003666727742982 0.055476528391743676 -0.080712745491798368 0.021935567309770719 -0.083193196616204168 0.039165611420607115 0.037854039492585229 -0.10008971689187905 0.035669451185382978 -0.07889622063680575 -0.10010557390689437 0.074405377780965828 0.041628552790331091 -0.10011187081907991 0.089158297989553562 -0.029968006301181307 -0.084939242019322028 0.0088719756744236027 0.030460865421011285 0.033768511911284202 -0.079914462376929632 0.00088976865960635238 -0.0024384606876810908 -0.030965398344039181 0.079589555907986248 0.055310162621033013 -0.0014495693535296213 -0.019831824091490965 0.033960191622360504 -0.070201755217143794
leaf_weight=0.015789151534396417 0.0018638842898724963 0.015632763691371565 0.0050404920403801512 0.0049057409112518435 0.0047888785585013319 0.001821433752922097 0.0082903304985926241 0.00212012674349804 0.010812724354451575 0.0018099371366133701 0.0028847510504376173 0.0023172611299742138 0.0043802227105900196 0.0016321196964332874 0.0016821782243310324 0.0045446064592331295 0.0047482643510285139 0.027376732066738158 0.0038751427375852722 0.0010230539330722162 0.0024595770889251139 0.0011919350565550157 0.0013926125761416705 0.012961685227127651 0.0040105995121848528 0.0085294738785251061 0.41365049807083076 0.0041595733886147694 0.0089065393064549081 0.0072510042621465867
leaf_count=128 32 36 19 24 64 14 15 11 39 7 38 8 20 17 8 46 63 635 23 38 50 28 29 33 7 33 1348 24 26 37
internal_value=-7.46757e-05 0.000770676 0.0222069 -0.0300839 -0.000344805 -0.0412925 0.000332894 -0.00592508 0.000147244 0.00390953 -0.0280061 -0.00303819 -0.0036094 -0.0312099 -0.0074749 -0.0572018 -0.000502805 -0.00517686 -0.0330813 0.00262082 -0.0465191 -0.0606699 -0.0650002 -0.000321618 0.012761 -0.00139245 -0.000493364 0.030678 0.00437136 -0.0127845
internal_weight=0.591853 0.517131 0.025579 0.00994623 0.491552 0.00800292 0.483549 0.0747225 0.0586058 0.0564857 0.0161167 0.00868738 0.0456729 0.00637012 0.004738 0.00742936 0.043863 0.0394828 0.00862341 0.0308594 0.00348263 0.00305582 0.00618149 0.475259 0.0359573 0.439301 0.42634 0.012689 0.0319467 0.0161575
internal_count=2900 1837 79 43 1758 107 1651 1063 886 875 177 93 836 85 68 84 829 809 86 723 88 60 93 1636 198 1438 1405 57 191 63
is_linear=0
shrinkage=0.1


Tree=851
num_leaves=31
num_cat=0
split_feature=3 3 3 2 0 0 4 2 4 4 0 3 2 2 4 3 2 2 1 2 4 2 0 3 4 0 3 3 3 3
split_gain=0.000276812 0.00206089 0.00189259 0.00232532 0.00107915 0.00254582 0.00174628 0.00158725 0.0016817 0.00249826 0.00363776 0.0027209 0.00219492 0.00495595 0.00499503 0.00220413 0.0021125 0.00193184 0.00140039 0.00333998 0.00289401 0.00193821 0.0019065 0.00164558 0.00111329 0.000999564 0.000917948 0.00109631 0.00219173 0.00124349
threshold=0.093295000000000031 0.093480000000000021 0.092290000000000025 -0.099224999999999994 86.530713386650021 89.458444290650007 41.495754733000005 -0.58350999999999986 39.420767558750008 41.134354310300004 90.337570099350003 0.10332500000000001 -0.071129999999999985 -0.095019999999999993 36.625813070500008 0.09660500000000001 -0.024989999999999998 -0.030985000000000002 61.966271448700006 -0.063985 40.496232821400007 -0.083794999999999994 85.807518149550006 0.10500500000000003 36.82350895510001 99.983757871350008 0.091975000000000015 0.090865000000000015 0.090390000000000012 0.091385000000000022
decision_type=2 2 2 2 2 2 2 2 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 18 6 -6 -7 12 17 -11 25 13 14 -9 -16 -14 -10 20 22 -3 -22 -20 -21 -18 -12 27 28 -1 -29
right_child=1 4 3 -5 5 7 -8 8 9 10 11 -13 16 -15 15 -17 24 -19 19 23 21 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0018094186629852042 0.059491783666300993 0.032353152738005125 0.016798233446899537 -0.088530739510663065 0.051305167596956927 0.0331350272471699 0.0086986185999315402 0.083840207371219957 -0.09097551804660986 -0.10016568901918198 -0.059488242487296242 0.055623455596536642 0.071653703549934639 -0.09742793098860153 0.021594479137635902 -0.10011804315817435 -0.04436375182531347 -0.0089810795649027698 -0.014782407529863728 0.034871196022570855 0.0037576671877313883 -0.059340260440685848 -0.087952996467420913 -0.027072117032857803 0.024319233643094469 0.020397558681453605 0.028624237289163253 -0.046093646426273539 0.033362667967239183 -0.00088110463918387766
leaf_weight=0.33266575613026639 0.0062552599755463225 0.018835563814946013 0.0034374518474333633 0.0053708115296128471 0.01755549073959628 0.010241011784735798 0.021280500836951433 0.0057396112367862819 0.007856833491734494 0.0031716848997529459 0.0042173813301999994 0.00838508067069893 0.0072913272262735669 0.0055705910387328509 0.002661000166171084 0.0033749641153961764 0.0035034810304046347 0.0045302937720845338 0.0059222846525254233 0.0091795282765936292 0.011834102027819426 0.0082704407216969145 0.0089308171715174467 0.0080495681413326192 0.0072305745371412655 0.0024916630618138993 0.010494317854167379 0.011335129819381971 0.018713680409970734 0.013128813366182525
leaf_count=1923 11 42 21 35 37 56 32 39 44 6 39 58 28 43 10 35 37 26 28 30 27 25 32 38 30 27 24 36 35 46
internal_value=-7.7245e-05 0.00303361 -0.00159178 -0.0474258 0.00113616 0.00711748 0.0279586 -0.00349523 -0.00917693 -0.0263209 -0.00281113 0.0176457 0.00568005 -0.0197135 0.0170504 -0.0464602 0.0301167 -0.060988 -0.00855741 -0.0240275 0.00418819 -0.022199 -0.0587781 0.0059308 0.00190184 -0.0298196 -0.000546793 -0.00136131 6.37678e-05 -0.0218299
internal_weight=0.587525 0.192379 0.395146 0.00880826 0.186124 0.115101 0.038836 0.0762655 0.0660245 0.0306529 0.0182658 0.0150941 0.0353715 0.0173462 0.0117756 0.00603596 0.0180254 0.0123871 0.0710223 0.0320822 0.0389401 0.0201045 0.0148531 0.0172291 0.0107341 0.00670904 0.386338 0.375843 0.351379 0.0244639
internal_count=2900 780 2120 56 769 547 69 478 422 200 130 124 222 127 84 45 95 70 222 128 94 52 60 68 67 66 2064 2040 1958 82
is_linear=0
shrinkage=0.1


Tree=852
num_leaves=31
num_cat=0
split_feature=0 1 3 3 0 1 0 2 2 3 1 2 2 2 2 1 0 4 4 4 1 3 1 3 3 3 4 1 0 0
split_gain=0.000314655 0.00129526 0.00171764 0.00163989 0.00113993 0.000999253 0.00366051 0.000905616 0.0029158 0.00233152 0.00369179 0.00230211 0.00190887 0.00119086 0.0011983 0.00117627 0.00138429 0.000970241 0.000850076 0.00258988 0.00134436 0.00161265 0.0036058 0.00244738 0.00188137 0.00277126 0.00264246 0.00379571 0.00142171 0.00225103
threshold=85.716110573100011 61.993156030000002 0.10332500000000001 -0.17732499999999998 85.775256651950016 61.960894532450006 85.656964494200011 -0.074434999999999987 -0.054494999999999995 0.10273500000000002 60.474177186300004 -0.093604999999999994 -0.10965999999999999 -0.11911999999999999 -0.13324 61.409760615700009 78.029808778150013 40.742467179200005 42.852084787850011 42.686561923500008 62.079186690200011 0.083795000000000022 62.197478847950002 0.082325000000000023 0.085155000000000022 0.08594000000000003 43.147345722250009 63.431481129800005 97.32487278035002 100.67200315280002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -2 6 7 11 -9 10 17 12 13 14 15 16 -1 -10 19 -6 -20 23 -23 -22 -24 -26 -27 -28 -29 -30
right_child=4 2 -4 -5 18 -7 -8 8 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 20 -21 21 22 24 -25 25 26 27 28 29 -31
leaf_value=0.0049594257130440604 0.027607610400492533 0.001850908597043551 0.027261936921525832 -0.085537143207503552 -0.00064591756099980453 0.028509945788408816 -0.1000915728509354 -0.10015778166313781 -0.10004536035817818 -0.067841903680154997 0.097273041634873658 0.043202065450250765 -0.075636357545809191 0.05924162759075266 -0.061578454778177388 0.070210154266681091 -0.075536269873066331 0.0038973087328262909 0.03462665177408901 -0.050580545099524345 0.0022716014206674868 -0.069493251234299169 -0.073809372443097307 0.060815944902695464 0.090321532545667688 -0.062053564868881306 0.097729003962136629 -0.033279295004291616 0.08412530892014114 -0.035818670518750921
leaf_weight=0.017832137446066314 0.015472572869839496 0.0032330699250332513 0.0033156013579676022 0.0063947393278123415 0.37609715955262302 0.010215903355618394 0.0038202499558899197 0.0035178587959308069 0.0015459353930805525 0.0031907706811757927 0.0042222267629431487 0.013089615029230117 0.0035522440091426679 0.0032323635714419678 0.0032840240317000271 0.0023391646742258214 0.0024271884826351222 0.0021427604570975062 0.016398164888535405 0.010681652908975048 0.025767461942792586 0.0082856248830012122 0.0027885685764517136 0.0098778469874911679 0.0039236817232854949 0.0053930586379030135 0.0044875355852127532 0.0087056506290013047 0.0034097441843812257 0.0028915668749045845
leaf_count=151 25 23 22 116 1544 19 12 6 13 10 19 22 16 9 8 16 27 91 32 37 409 17 31 31 25 33 7 61 12 56
internal_value=-8.50683e-05 -0.00561762 -0.0348142 -0.0561918 0.000892917 -0.000539133 -0.00516185 0.000844732 -0.0208223 0.0043172 0.0334217 0.00776748 -0.00643105 0.00201254 -0.00513457 0.00306788 -0.00468444 -0.0396651 2.94565e-05 -0.00202496 0.00867314 0.00303849 -0.010775 0.0184951 0.00462123 0.0122123 -0.000102073 0.0170365 -0.00709299 0.029085
internal_weight=0.581536 0.0873559 0.0129434 0.00962781 0.49418 0.0744124 0.0641965 0.0603763 0.0146196 0.0111017 0.00791092 0.0457567 0.0326671 0.0291149 0.0258825 0.0225985 0.0202593 0.0036887 0.478708 0.386779 0.0919289 0.0755307 0.0398854 0.0356453 0.0315998 0.0288112 0.0248876 0.0194945 0.015007 0.00630131
internal_count=2900 580 161 139 2320 419 400 388 139 133 123 249 227 211 202 194 178 104 2295 1581 714 682 242 440 225 194 169 136 129 68
is_linear=0
shrinkage=0.1


Tree=853
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 1 4 2 1 2 3 1 1 0 1 2 0 0 1 1 0 1 0 3 3 3 3 0 0
split_gain=0.000280606 0.00133372 0.00118522 0.0024119 0.00326411 0.00242062 0.00104874 0.00174511 0.00217359 0.00584891 0.00236369 0.00263778 0.00132458 0.00167208 0.00148702 0.00147558 0.00119632 0.00113702 0.00142704 0.00529517 0.00168481 0.00159683 0.00100983 0.00281267 0.00288834 0.00322602 0.00260243 0.00212822 0.00202177 0.00165181
threshold=87.181320254150009 86.866770652900016 61.960894532450006 62.116825104000007 62.197478847950002 62.245871094250013 62.116825104000007 40.259171735100004 -0.081474999999999992 62.197478847950002 -0.075840000000000005 0.10045500000000003 62.095317438950012 62.046925192600007 86.530713386650021 62.025417527550012 -0.095714999999999995 86.232294534150014 86.036037090600004 61.993156030000002 61.987779113750001 85.807518149550006 66.697957758300021 90.337570099350003 0.087265000000000023 0.082055000000000017 0.094625000000000029 0.10371000000000001 90.837623311600012 92.031298721500022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 -4 -5 -6 12 -8 9 -9 -10 -12 13 14 15 17 -15 18 19 20 -1 -21 23 24 25 -7 -26 -28 -25 -24
right_child=2 -3 3 4 5 22 7 8 10 -11 11 -13 -14 16 -16 -17 -18 -19 -20 21 -22 -23 29 28 26 -27 27 -29 -30 -31
leaf_value=0.00055648843894031319 -0.045775087031164285 -0.033322840942659041 0.046357711013878061 -0.088271370517193359 0.10002250431887641 0.019109039201890627 -0.065297150802802739 -0.10014109648177466 0.071104844490245053 0.01971549643784383 -0.081165924302277218 0.045988822989398714 0.0286278973361241 0.0084967652215989214 0.03513935939054473 0.03871909373440055 -0.037022966970443306 -0.036223933995011323 0.028565929243183148 -0.026974191210386623 0.054973426934655817 -0.10014112458731589 -0.038075427511757694 0.075205017415732572 0.041291458364697331 -0.056817346952501638 -0.041071500915136901 0.019904003663973407 0.007286333583827985 -0.00023405579855494452
leaf_weight=0.091891040881977998 0.0051414999256848551 0.013372352180482494 0.012131006448726112 0.0040511278275516807 0.00250298253740766 0.0091788712895777558 0.00612424765221009 0.0069636991968167151 0.0058841123486530478 0.0098029909124255354 0.0031975183357208815 0.0033309964614343102 0.016999170964993482 0.0082598485836200553 0.013517137747840025 0.0094178291818280968 0.019181363136708374 0.0091664820370382927 0.015596580636156432 0.0055302566634313766 0.0060651623498415566 0.0064755408054821828 0.012229327040460869 0.010114300839873636 0.021391418980783783 0.014336579676495376 0.010262585288728587 0.012943457115397905 0.0077343018085436191 0.20324347933847717
leaf_count=465 11 24 19 7 6 31 49 23 4 40 35 12 24 18 24 35 52 24 30 32 11 13 108 36 23 21 20 25 40 1638
internal_value=-8.16132e-05 -0.00259521 0.00185637 0.00262139 0.00089871 0.00208724 -0.000864404 -0.0167669 -0.00658116 -0.0300645 0.0251396 -0.0162887 0.00191349 -0.000539888 0.00342531 0.000451299 -0.0233215 -0.00222378 0.000258427 -0.0037566 0.00392583 -0.0664381 0.00127403 0.0104377 0.00117808 -0.0271807 0.0161312 -0.00706166 0.0457739 -0.00238177
internal_weight=0.576037 0.250776 0.325261 0.320119 0.307988 0.303937 0.237404 0.0353036 0.0291793 0.0167667 0.0124126 0.00652851 0.2021 0.185101 0.15766 0.144143 0.0274412 0.134725 0.125559 0.109962 0.0979562 0.0120058 0.301434 0.0859615 0.0681129 0.0235155 0.0445975 0.023206 0.0178486 0.215473
internal_count=2900 915 1985 1974 1955 1948 891 163 114 63 51 47 728 704 634 610 70 575 551 521 476 45 1942 196 120 52 68 45 76 1746
is_linear=0
shrinkage=0.1


Tree=854
num_leaves=31
num_cat=0
split_feature=3 3 3 2 0 0 1 0 2 2 2 4 2 4 4 1 0 0 1 0 2 4 2 1 1 2 2 3 4 4
split_gain=0.000278782 0.00163748 0.00156034 0.00215876 0.000981346 0.00339243 0.00159427 0.00165248 0.00154488 0.00555885 0.00403872 0.00289067 0.00305431 0.00228124 0.0027982 0.00185854 0.0016263 0.00180261 0.00196308 0.00154301 0.00273232 0.00177981 0.00322051 0.00136811 0.00126361 0.0012585 0.00107753 0.000997476 0.000971665 0.00196593
threshold=0.093295000000000031 0.093480000000000021 0.092290000000000025 -0.099224999999999994 85.678472159250006 85.328972602300013 61.923256118600001 85.737618238150006 -0.083794999999999994 -0.072569999999999982 -0.08725999999999999 39.646013290900008 -0.054494999999999995 36.514114975300011 39.091773401050006 65.848404989100018 85.968825637350008 90.837623311600012 80.677940036650014 85.807518149550006 -0.12835499999999997 41.621607100200002 -0.5169149999999999 62.068432857650002 70.085415002650009 -0.074434999999999987 -0.11808 0.095845000000000027 38.592454371550012 36.514114975300011
decision_type=2 2 2 2 2 2 2 2 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 25 -6 -8 10 24 13 12 -11 15 27 -9 -13 23 -19 -16 21 -21 -23 -18 -10 -3 -17 -15 29 -14
right_child=1 4 3 -5 6 -7 7 8 9 11 -12 16 28 14 19 26 17 18 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00066697172623685205 0.054833741346209178 0.023675469787644593 0.016223371048367612 -0.087434364782072074 0.039390672285102298 -0.082974888900116284 0.070821534779575354 0.10002800134813561 -0.10010839803508978 0.08304291213019907 0.080871430776477488 -0.061191579445363659 -0.041532695863415153 -0.015026148912499704 0.064214184895905441 -0.050880212306922357 -0.019333279648935758 -0.074467210420266938 0.019363040609579552 0.026785238713219806 -0.06412760491056492 0.031535525770425864 -0.089616645937079381 0.026535102513954578 -0.031419672291292999 -0.029603082670055538 0.051004246740474823 -0.091724218367442378 -0.039538311042236013 0.050416991590163343
leaf_weight=0.37828171516675146 0.0059266922506822353 0.011810271009074389 0.0034271894135388253 0.0048554833246415713 0.011997850878287863 0.0059369888624880565 0.0033487383043393484 0.0039503949228674199 0.0070972379088800885 0.0074776062079293633 0.0073880589659525353 0.0061249806612670979 0.0034884050517879801 0.0026851694338629857 0.0038458844937849781 0.0019138668080198665 0.010970686247446796 0.0064646191638786377 0.0034037221723317961 0.019920495427721029 0.0059655740654145631 0.0045220686290242326 0.0042621392631303212 0.015966737734053993 0.0043013598986822027 0.0070981510902355114 0.0022683224020794675 0.0046012528773423395 0.0037556130664544432 0.0069735386969496105
leaf_count=2064 11 39 21 35 21 26 7 6 20 27 18 25 37 12 5 24 28 44 31 71 44 28 25 42 32 37 25 45 21 29
internal_value=-8.35474e-05 0.00312653 -0.00160708 -0.0445431 0.00140043 -0.0170307 0.00439942 0.00141555 -0.000276673 -0.00980184 0.011532 0.00155449 0.0313053 0.00203387 -0.00663214 0.0508407 -0.0134802 -0.00554033 -0.0421039 0.0041184 -0.00254788 0.01025 -0.0272481 0.00785449 -0.0741881 0.0036749 0.00437955 -0.0634597 0.00409433 0.0197575
internal_weight=0.570031 0.183466 0.386564 0.00828267 0.17754 0.0248454 0.152694 0.140696 0.137348 0.0760245 0.0613232 0.0646259 0.0216952 0.0539352 0.0458026 0.00813258 0.0429307 0.0368058 0.00986834 0.0385162 0.0346703 0.0287047 0.00878421 0.0269374 0.0113986 0.0189084 0.00418219 0.00728642 0.0142176 0.0104619
internal_count=2900 780 2120 56 769 102 667 646 639 336 303 284 114 285 230 55 170 145 75 173 168 124 53 70 52 76 49 57 87 66
is_linear=0
shrinkage=0.1


Tree=855
num_leaves=31
num_cat=0
split_feature=3 2 3 3 2 0 1 3 3 3 2 3 3 3 3 4 3 2 4 3 4 0 0 1 4 2 4 4 3 3
split_gain=0.000253187 0.00134068 0.000997629 0.000890449 0.00183417 0.000730865 0.00191491 0.000419514 0.00107369 0.000881084 0.00173828 0.00145226 0.0008805 0.000785999 0.00101784 0.0022899 0.00138515 0.00119527 0.00190738 0.00157212 0.00106914 0.00167422 0.00151029 0.000757875 0.00208435 0.00101165 0.000962377 0.000911394 0.00182462 0.0016725
threshold=-0.25765499999999997 -0.23557500000000001 -0.25276999999999999 -0.27687999999999996 -0.033594999999999993 76.591483678350016 55.788194664950005 -0.2485 -0.24637000000000001 -0.23958499999999999 -0.046474999999999995 -0.15684499999999998 -0.12530999999999998 -0.11050499999999999 1.0000000180025095e-35 42.599563320500003 0.048965000000000009 -0.090694999999999998 38.386256906100009 -0.082159999999999997 48.008184682100008 95.897301513100004 99.983757871350008 83.715897724050009 44.710446918150005 0.11061500000000003 44.527357125550004 43.411469133450005 0.082325000000000023 0.083415000000000031
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -5 6 -3 -4 -9 10 -10 -11 -13 -14 15 17 -16 19 -19 -15 23 -22 -23 26 25 -25 27 -18 -29 -30
right_child=2 3 7 4 -6 -7 -8 8 9 11 -12 12 13 14 16 -17 20 18 -20 -21 21 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.10006390286527574 0.048160322365144365 0.048296222758517346 -0.023409835320449077 -0.07046460526790109 0.049590897276291179 0.035135259279883056 -0.100056944335636 0.054576632870175869 -0.10006838969459415 0.030085326556670341 0.025818960871264476 -0.047160648731144117 0.043382137597723941 0.066899251332701457 0.042912310200541232 -0.10004634985347138 -0.001041037678223487 0.012302837884354101 -0.053363267603004062 -0.022191438051752069 0.075656504825540885 -0.10005677327583391 0.020366900621217217 -0.10002907483365314 0.074616957858030283 0.011234471115668651 -0.030228817924311865 -0.036370995916242689 0.076901991345654008 0.014330069338154486
leaf_weight=0.0015708932939228265 0.0043200348089124088 0.001844282582104128 0.0076034760473852039 0.0041536074703273432 0.0018346354241627295 0.0064337436683444271 0.0016471289498828437 0.0036127871138067471 0.0024824736479631682 0.015825185680560239 0.0019651685601760329 0.0040421919999665814 0.0040854629397776279 0.0040380266223331122 0.0075605989447069524 0.0031029167451129816 0.40957898911021867 0.0081192257547138755 0.0097175619771129318 0.0038876559265092724 0.0047148067597382517 0.0012700617465403186 0.0057856408528319334 0.0031627447682996395 0.0012710487739364673 0.0011018998708741132 0.010668348780517534 0.0051867258183975187 0.0055936907790510295 0.01807571641497302
leaf_count=63 24 24 36 44 28 38 31 24 29 117 19 55 44 37 12 82 1311 38 41 33 47 21 138 282 35 35 93 22 11 86
internal_value=-8.35123e-05 -0.0119292 0.000295282 -0.00322902 -0.0336829 0.015145 -0.0216917 -8.59103e-05 0.000245665 -0.000123824 -0.0444457 0.000250383 -0.000673644 -0.000302956 -0.000657891 -0.018889 0.000452407 -0.00911415 -0.0234724 0.023199 -0.000235877 0.0295198 -0.00130996 -0.00100624 -0.0377812 -0.0712808 -0.000552952 0.000169144 0.0173463 0.0291174
internal_weight=0.564257 0.0174843 0.546772 0.0159134 0.00598824 0.00992516 0.00349141 0.542452 0.534849 0.531236 0.00444764 0.526789 0.510963 0.506921 0.502836 0.0288654 0.47397 0.0257625 0.0178368 0.00792568 0.46641 0.0117705 0.0070557 0.454639 0.00553569 0.00426464 0.449103 0.438435 0.0288561 0.0236694
internal_count=2900 228 2672 165 72 93 55 2648 2612 2588 48 2540 2423 2368 2324 231 2093 149 79 70 2081 206 159 1875 352 317 1523 1430 119 97
is_linear=0
shrinkage=0.1


Tree=856
num_leaves=31
num_cat=0
split_feature=0 1 2 3 2 0 1 4 2 3 0 1 0 3 3 3 0 3 3 2 1 3 0 2 2 2 1 4 2 2
split_gain=0.000302447 0.000732305 0.000385091 0.00093453 0.000756281 0.000352728 0.000934843 0.000857939 0.000814526 0.000870551 0.000608288 0.00165625 0.0025465 0.00249851 0.00098576 0.00285168 0.00252926 0.00154595 0.00274028 0.00149089 0.00142409 0.00223457 0.000964575 0.00113845 0.00127168 0.0017776 0.000944475 0.00129877 0.000857248 0.000633279
threshold=114.06859001680002 89.264875305300009 0.55306500000000025 -0.16319499999999998 0.70697500000000024 104.86330937810001 89.912793714750009 41.792045663550006 -0.088944999999999996 0.072890000000000024 97.835679825150024 75.465019721650009 97.483491810050012 0.087605000000000016 0.087725000000000011 0.088670000000000013 98.031937268650012 0.084065000000000015 0.083905000000000021 -0.15895000000000001 77.52437864960001 0.11308000000000003 100.37896121655002 -0.01762 -0.43448999999999999 -0.075174999999999992 79.535345331150026 41.811877919650009 -0.22866 -0.071129999999999985
decision_type=2 2 2 2 2 2 2 2 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 10 7 -7 9 -9 11 29 13 -13 17 -16 -17 18 19 28 21 -18 -22 24 -24 -26 -21 -28 -12 -1
right_child=1 -3 3 4 -6 6 -8 8 -10 -11 14 12 -14 -15 15 16 20 -19 -20 26 22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0028680525466902047 -0.10003856561412588 -0.0028909893874917952 0.092875019045331061 0.036470092805774269 -0.070199425095314391 -0.035399303761890343 -0.066461628917117141 0.045126320471440308 0.061611289580546659 -0.062126689657439199 -0.031865524475289425 -0.072287484287663573 0.067940037139009771 0.063615704175946072 0.07013691141716831 -0.10013339248967622 -0.079923238317816947 -0.069938488000276605 0.10004080932986588 -0.10002788478770763 0.049210251786092257 0.020550755527447825 0.03092513650828534 0.040122001268935496 -0.0045345313548985485 -0.10008773476585248 0.019734851205651143 -0.076730241253048406 0.06574968587414233 0.0050303202055944239
leaf_weight=0.3173001935936508 0.001030928766629329 0.0031371508095998923 0.0015237254111220011 0.0017363568091928799 0.0010768909092547171 0.0018572368158751582 0.0012075708755529832 0.0017151111221467286 0.0057435259673956907 0.0013544302519186147 0.001540851012302169 0.0034005580701478308 0.0087364375486842505 0.0022463896802262795 0.0049484355262396909 0.0029172056754749312 0.0051044056594271581 0.0061278298218252472 0.0019569277646951386 0.0026800056140246845 0.0050447649071962966 0.0039084431729723423 0.0038663829111309682 0.0049398947139405206 0.0055241085054422703 0.0030065009244348859 0.0028318386015930841 0.0027521129871881378 0.0021618941712556747 0.14926703354921989
leaf_count=1055 33 249 12 42 13 94 108 13 28 48 39 82 19 17 14 10 53 45 2 61 21 24 24 41 38 19 20 42 22 612
internal_value=-8.22479e-05 -0.0269194 0.000118765 0.0298005 -0.00436223 -0.00011438 0.0169319 0.0263696 0.0393866 -0.0021989 -0.000489148 0.000689196 0.0341117 -0.0182244 -0.0100442 -0.000830944 -0.0110659 -0.0280835 -0.00966294 -0.0276029 -0.0027897 -0.0363525 0.0107257 -0.000472762 -0.0166488 -0.038211 -0.0512297 -0.027809 0.0251283 -0.000341157
internal_weight=0.560645 0.00416808 0.556477 0.00433697 0.00281325 0.55214 0.0118779 0.0106703 0.00881307 0.00306954 0.540262 0.480951 0.0143834 0.00564695 0.0593116 0.0392601 0.0343117 0.0200515 0.0139236 0.0119667 0.0313945 0.00901285 0.0223817 0.0173369 0.012397 0.00853061 0.00826396 0.00558395 0.00370275 0.466567
internal_count=2900 282 2618 67 55 2551 291 183 89 61 2260 1785 118 99 475 244 230 231 186 184 220 77 143 122 81 57 123 62 61 1667
is_linear=0
shrinkage=0.1


Tree=857
num_leaves=31
num_cat=0
split_feature=2 2 4 0 4 4 0 4 0 4 2 3 3 3 1 3 1 3 4 2 2 2 4 4 4 3 2 3 3 3
split_gain=0.000313507 0.000942656 0.00103824 0.00219028 0.00178515 0.00123274 0.00116797 0.000864753 0.00188107 0.00190004 0.00141712 0.00126426 0.00144794 0.00203674 0.00136998 0.000974162 0.00175293 0.00150961 0.00141543 0.00209917 0.0011318 0.00118454 0.000892265 0.000786574 0.000809334 0.000670387 0.00114792 0.000688898 0.000533532 0.00125453
threshold=-0.0039949999999999994 -0.031989999999999998 40.305698932850007 93.262612545250008 41.872669623500009 42.686561923500008 88.028184565250015 41.169697216150006 88.232507383150008 43.812290675100009 0.049235000000000008 0.11747500000000002 0.10273500000000002 0.094415000000000013 62.305017173150013 0.090025000000000022 72.303392960300016 0.086520000000000027 36.514114975300011 0.26077000000000011 0.053395000000000012 0.22542000000000004 38.994321257850011 44.015822920550008 45.027406014450008 0.11614000000000002 -0.088099999999999998 0.11112000000000002 0.10872000000000002 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 25 3 -3 -4 6 -6 11 9 -9 -10 12 13 15 -15 17 -17 18 20 22 -2 -22 -20 -12 -25 27 -27 28 29 -1
right_child=7 2 4 -5 5 -7 -8 8 10 -11 23 -13 -14 14 -16 16 -18 -19 19 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00036883515618090792 0.099952556372317758 -0.043548064727181188 0.065168474851636585 0.034008637772691801 -0.09009108101163775 0.028533395881447467 0.01328883470472875 -0.089227863256147552 -0.10003064727350297 0.035671879332207231 0.033961979199456691 0.061165824376288071 -0.043353379018975929 0.10001895444339191 0.0096135272757636604 -0.08364880494248339 0.017552742881255922 0.056457537219437665 -0.10008149945283705 0.023860579180508185 -0.067411694579256082 0.053209676085842809 -0.029619268584779524 -0.10001897989128766 0.0063786124286585354 -0.0021789545198711985 -0.049968158307938403 0.035201051966522422 -0.032570773489202648 0.040912346174243129
leaf_weight=0.41451895280692552 0.0017359388807874246 0.0072112570068023907 0.0087105843972494768 0.0073555521035296445 0.0021102440924039021 0.0086822458914967982 0.002266733441388169 0.0059420653438088241 0.0012321733488090169 0.0015320029217632536 0.0065469494988397514 0.0032213204153392549 0.0076035724450352468 0.0033173827700920802 0.0033881626931961777 0.0039192107700061199 0.0030384964787241071 0.0043150393005437901 0.0033587897253911647 0.004632200150699926 0.001451731157753162 0.0018537379843861293 0.0038652619428320694 0.0010162401057365149 0.0024112853479628929 0.016355932106465729 0.0072562310967398532 0.0056266051489559646 0.0049766209835588873 0.0074947845107856672
leaf_count=1827 7 19 38 24 33 35 10 102 51 21 81 26 33 10 33 24 25 31 28 37 14 39 43 33 68 81 44 37 17 29
internal_value=-8.01891e-05 0.00077757 0.0162787 -0.00438559 0.0301058 0.00671878 -0.0365531 -0.00664267 -0.0247699 -0.0636264 0.00114482 0.000767018 -0.00381316 0.0048073 0.0543391 -0.00698301 -0.0394531 0.00366711 -0.00981362 -0.0286863 0.0345706 0.000233897 -0.0623804 0.0136433 -0.0251676 -0.000457027 -0.016865 0.000438517 -1.9561e-05 0.000364301
internal_weight=0.556947 0.492566 0.0363366 0.0145668 0.0217698 0.0130592 0.00437698 0.0643816 0.0186807 0.00747407 0.0112066 0.0457008 0.0424795 0.034876 0.00670555 0.0281704 0.00695771 0.0212127 0.0168977 0.0118563 0.00504141 0.00330547 0.00722405 0.00997447 0.00342753 0.456229 0.0236122 0.432617 0.42699 0.422014
internal_count=2900 2194 159 43 116 78 43 706 356 123 233 350 324 291 43 248 49 199 168 108 60 53 71 182 101 2035 125 1910 1873 1856
is_linear=0
shrinkage=0.1


Tree=858
num_leaves=31
num_cat=0
split_feature=2 4 1 1 1 1 1 1 2 2 4 4 1 4 3 4 3 4 1 3 3 3 3 4 4 3 1 2 1 3
split_gain=0.000281109 0.000879622 0.0007017 0.00297762 0.00274924 0.00340461 0.00235086 0.00376648 0.00184766 0.00249317 0.00188802 0.00232402 0.0013599 0.00126956 0.00167495 0.00101955 0.00114344 0.00187582 0.00100874 0.00190178 0.00152573 0.00297336 0.00136366 0.00187056 0.00121202 0.00125745 0.00112967 0.00104841 0.000924814 0.000880097
threshold=-0.11808 34.176526048000007 62.020040611300011 61.885617704800005 62.057679025150001 62.084563606450011 62.116825104000007 62.197478847950002 -0.12835499999999997 -0.14228499999999997 39.788107623550012 40.036761086100007 82.987325570650015 40.496232821400007 0.094625000000000029 35.461062230100005 0.085715000000000027 38.828362408050005 75.551050381850018 -0.15517999999999998 0.084795000000000023 0.080515000000000017 0.094165000000000013 41.289992964000007 41.558544840500012 0.079095000000000013 89.619751778500017 -0.23955999999999997 65.630639880500027 -0.038009999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -6 -7 -8 9 10 12 -12 15 -3 29 -9 17 -17 20 -20 21 27 -22 -24 -21 26 -26 -13 -29 -15
right_child=-2 2 4 -5 5 6 7 8 -10 -11 11 18 -14 14 -16 16 -18 -19 19 24 22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.063720303411034004 -0.0013597633291445384 0.042954376180688876 0.099901659496785575 -0.080485099572367977 -0.10011474714565208 0.052201793220280249 -0.10016875872441788 0.012719224119216868 0.064900254886885986 -0.062513177975625847 0.09445828075044739 -0.051601068081871329 0.049012105550165219 -0.0049959333492724557 -0.065896478704086936 -0.068410968087654664 -0.081927832290493857 0.054089948315428349 0.051705255222612434 -0.084028928324441726 0.066369986996300118 -0.10010939715200801 0.054002783191158477 -0.022569651332778471 -0.10002815446276753 0.023273325011584339 0.022300379108245144 0.07193826857501677 0.0055566141292644165 0.052570831017165399
leaf_weight=0.0018976284643633648 0.41805629993496052 0.006598731787097043 0.0032161705412363508 0.0048215201099954799 0.0029362579916778478 0.011221769294934347 0.0033661194420346865 0.003614853360133439 0.0052941806502562047 0.0052751826252561409 0.0036847710324114926 0.0017786731014809995 0.0023672885558310612 0.013357094438937959 0.003960316746542957 0.0028827601667308503 0.0052123706252274549 0.0022069989404087664 0.0037629148413511311 0.0030676815728787428 0.0093678767825906561 0.0026570847961266972 0.0064499851279977705 0.0063125410679276683 0.0021560625358267868 0.0046826294732082796 0.0011616353684256175 0.0035476619264045439 0.0051387162330964742 0.0033148254112269652
leaf_count=109 1809 38 5 29 7 12 7 16 26 37 10 62 55 98 13 36 55 14 37 49 31 12 14 31 86 79 43 10 53 17
internal_value=-7.74884e-05 0.00388418 0.00484576 -0.00805102 0.00892394 0.00594267 0.00921347 0.00346973 0.00779684 0.0037835 0.00877586 0.0178105 -0.0210553 0.00477418 -0.00743686 -0.0329738 -0.0490068 -0.0152927 0.0121714 -0.00970898 0.0213765 -0.0056404 0.0373961 0.0161289 -0.0305887 -0.0100973 -0.0571969 0.0183454 0.032668 0.00644989
internal_weight=0.553369 0.135312 0.133415 0.0320525 0.101362 0.098146 0.0952098 0.083988 0.0806219 0.0753277 0.0700525 0.0537682 0.0162843 0.027231 0.0206322 0.013917 0.0103021 0.00508976 0.0500835 0.0148309 0.0352525 0.0131221 0.0221304 0.0127625 0.011068 0.00800033 0.0033177 0.0104651 0.00868638 0.0166719
internal_count=2900 1091 982 195 787 782 775 763 756 730 693 517 176 166 128 121 105 50 507 294 213 137 76 45 257 208 129 125 63 115
is_linear=0
shrinkage=0.1


Tree=859
num_leaves=31
num_cat=0
split_feature=3 3 3 0 0 0 4 4 2 3 2 0 1 3 4 2 4 4 4 0 3 0 0 0 0 1 0 0 1 1
split_gain=0.000282718 0.00160313 0.00140137 0.00307905 0.00323101 0.00243096 0.00199781 0.00162253 0.00227716 0.00320282 0.002041 0.00160569 0.00160551 0.00150118 0.0018642 0.00145431 0.00139835 0.0013564 0.0022345 0.00319119 0.00314989 0.00160513 0.00130802 0.0018294 0.00151112 0.00164498 0.00170134 0.0013048 0.00124708 0.00120637
threshold=0.090225000000000014 0.090720000000000023 0.088165000000000021 87.29692395375001 86.20003303655001 88.76213363490001 40.922041107600009 39.852039223600009 -0.057185 -0.082159999999999997 -0.087910000000000002 96.249489528150022 75.085947125300024 0.087265000000000023 41.840895355800008 -0.083135000000000001 39.995120105550008 43.57842012870001 42.178283198950005 89.057864029250013 0.10236000000000002 86.20003303655001 97.152811460000024 97.738895332450014 94.776214472700005 65.727424373200009 87.735142629050017 91.523180134850023 75.922057603850007 70.133807249000014
decision_type=2 2 2 2 2 2 2 2 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 -4 -5 28 8 9 -1 27 -8 -10 16 -15 -16 -9 18 22 20 -20 -22 24 -24 25 26 -3 -11 -7 -27
right_child=1 17 3 5 -6 6 11 13 12 10 -12 -13 -14 14 15 -17 -18 -19 19 -21 21 -23 23 -25 -26 29 -28 -29 -30 -31
leaf_value=0.012256313381236651 0.032049533651866517 0.0046990727475104618 0.0048527354325832404 0.069855217914177939 -0.10014231271013155 -0.010384162429082064 -0.10014262866061195 0.05749226833355197 0.0153538466053618 -0.017081782713494569 -0.10012547424299759 -0.013003122186816311 -0.051454015661033116 -0.011999858865264031 0.068789459824545568 0.016704384412685881 -0.00033826084752207271 0.036908587327804575 -0.087375520798066292 0.011308657318503425 -0.059675603452721659 0.024839522445915065 -0.077380903893461778 -0.0059197816417032069 0.041704151109705934 -0.0052465129903197403 0.040681007403588619 -0.079803890942473157 0.073362616500876832 -0.051591135557586924
leaf_weight=0.011443262534521634 0.017074445630560042 0.08777553079921957 0.0046963515125006267 0.0042289102784707202 0.0077965645148196927 0.0044524897396680556 0.0034867692227322777 0.0042813486305315887 0.026562695582368838 0.012289489828696046 0.0064613226280244461 0.005373460232498295 0.0041605839153102666 0.009544505438213946 0.010081964639287122 0.011447887409630542 0.17874181243847984 0.0096410680416494365 0.010740913141820865 0.014380710454399967 0.0036890482896805299 0.0057495334372106299 0.0042021407612580245 0.024288100478248306 0.011531839387666276 0.024114240431153185 0.015454489497187751 0.0045426440440740163 0.002960318190841537 0.0073222087017950554
leaf_count=157 35 212 39 6 16 24 20 12 91 45 34 37 86 22 22 22 1166 73 44 77 41 16 22 277 46 66 32 84 29 47
internal_value=-7.54629e-05 0.00253742 -0.00204808 -0.0215388 -0.0606725 0.00230743 -0.0152464 0.000252314 -0.0135255 -0.0310662 -0.052349 -0.0472952 0.00630664 0.00446485 0.0247867 0.0410947 0.00101453 0.000235334 -0.00145437 -0.0246873 -0.0503394 -0.00819302 0.003142 -0.0164599 0.00696189 0.00398682 0.0100859 -0.0340092 0.0230603 -0.0160411
internal_weight=0.548517 0.235964 0.312552 0.0329949 0.0124929 0.0205019 0.016273 0.279558 0.06546 0.0347367 0.0232935 0.00886023 0.0307233 0.214098 0.0310744 0.0215299 0.183023 0.21889 0.209249 0.0345602 0.0201795 0.00943858 0.174689 0.0284902 0.146198 0.134666 0.10323 0.0168321 0.00741281 0.0314364
internal_count=2900 988 1912 171 55 116 110 1741 497 320 163 57 177 1244 66 44 1178 953 880 178 101 57 702 299 403 357 244 129 53 113
is_linear=0
shrinkage=0.1


Tree=860
num_leaves=31
num_cat=0
split_feature=2 2 0 2 2 1 1 4 4 3 3 3 1 1 2 3 3 2 0 2 1 2 3 1 2 0 3 0 2 2
split_gain=0.000290269 0.000844053 0.00092171 0.00288331 0.00153808 0.0016236 0.000838681 0.000738353 0.00177233 0.00109715 0.001176 0.00167027 0.00143638 0.00140871 0.000674451 0.000640312 0.00107499 0.000820736 0.000927869 0.00217437 0.000728602 0.000719702 0.000633727 0.00099802 0.00155116 0.000953495 0.000616907 0.000550305 0.00054278 0.00108651
threshold=-0.0039949999999999994 -0.031989999999999998 85.968825637350008 -0.01762 -0.024989999999999998 62.154463517850012 66.697957758300021 41.289992964000007 41.872669623500009 0.11747500000000002 0.10273500000000002 0.095290000000000027 61.614083433650009 62.305017173150013 -0.016334999999999999 -0.24637000000000001 -0.11050499999999999 0.25677000000000011 96.249489528150022 0.15973500000000004 68.214248143850014 0.36034500000000008 0.11614000000000002 75.403185184700007 -0.091399999999999995 99.515966156650009 0.11112000000000002 86.950112854950021 0.06041500000000001 0.090855000000000033
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 22 3 -3 6 -6 -4 9 -9 10 11 12 -2 -13 -7 -14 -17 18 20 -20 -18 -19 26 24 27 -25 -1 -24 -10 -30
right_child=7 2 4 -5 5 14 -8 8 28 -11 -12 13 15 -15 -16 16 17 21 19 -21 -22 -23 23 25 -26 -27 -28 -29 29 -31
leaf_value=1.5723124100600254e-05 -0.10006018632650043 -0.10007066052798852 0.080198230311499752 0.040370448404537788 0.040900216731313888 -0.045627515817403971 0.025319022207744075 -0.079734428321609624 -0.039589261692781472 0.057471996570912322 -0.040106600640750854 0.10001709316237606 -0.04527243881553196 0.0047347258609776307 0.0048030414363734331 0.063651983727773725 0.018054612960556823 -0.085750574518423522 0.097272414237821098 -0.033937928159120077 -0.031197802107139135 1.3306211933693667e-05 0.015829032810942847 0.074774541009337628 -0.064588348434459139 -0.02007591454052703 0.033979856346627875 -0.026588121281147289 0.10000761985928486 -0.005523677690863326
leaf_weight=0.41747833756872549 0.0015553905069145202 0.0025690971513405714 0.0054576559953147807 0.0033918696352696889 0.0073929507229877336 0.0052483132316041275 0.0056858900010108293 0.0043096719846989371 0.0033660721164622967 0.0031053123208882099 0.0074702239512696505 0.0029917398428551669 0.0029386157960688301 0.0032235499139632307 0.0053606158091017726 0.0026976181691361649 0.0054456215439233555 0.0020430974460768697 0.0029703506621235661 0.0021972380908911156 0.0066976778857732455 0.0018777265138780995 0.0062280880912570745 0.0021210182768385284 0.0067941223143830774 0.002118334824863133 0.0054172361834411422 0.0060101373770926614 0.0011122776431875545 0.0079392234994066328
leaf_count=1873 17 25 13 27 24 19 30 45 123 26 33 10 39 32 21 28 23 31 40 18 28 31 28 8 35 36 37 18 10 172
internal_value=-8.78756e-05 0.000741419 0.0156709 -0.0201578 0.0229988 0.00492466 0.0521966 -0.00653135 -0.0244814 0.000109394 -0.0041208 0.00363995 -0.00662852 0.050599 -0.0201453 -0.00121975 0.0041901 -0.0033649 0.00599214 0.0414823 -0.00911072 -0.0446773 -0.000433297 -0.0164992 -0.0262729 0.0273793 0.000450799 -0.00500184 -0.00530521 0.00744435
internal_weight=0.543215 0.481274 0.0351064 0.00596097 0.0291454 0.0180019 0.0111435 0.0619414 0.0167272 0.0452142 0.0421089 0.0346386 0.0284233 0.00621529 0.0106089 0.0268679 0.0239293 0.0212317 0.0173109 0.00516759 0.0121433 0.00392082 0.446167 0.0232717 0.0190323 0.00423935 0.422896 0.0122382 0.0124176 0.0090515
internal_count=2900 2194 159 52 107 64 43 706 350 356 330 297 255 42 40 238 199 171 109 58 51 62 2035 125 81 44 1910 46 305 182
is_linear=0
shrinkage=0.1


Tree=861
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 1 1 1 1 4 1 1 3 0 4 4 3 3 3 0 2 4 2 4 3 1 3 3 2 2
split_gain=0.000268009 0.000297295 0.00102757 0.00102695 0.00091636 0.00056326 0.00044006 0.00118051 0.00067524 0.0014748 0.00119067 0.00115423 0.0017476 0.00149037 0.00114185 0.0017586 0.00100205 0.00190215 0.000858589 0.000608973 0.000476577 0.00126756 0.00240402 0.00226599 0.00173826 0.00155868 0.00153515 0.00289556 0.00223024 0.00216122
threshold=114.06859001680002 108.95245419455001 83.715897724050009 85.371987932400017 0.075065000000000021 82.570614560500005 81.320481529800006 81.524804347700012 80.288113607700012 42.207998345450008 78.962703749400006 77.898074329750017 0.09117500000000002 99.378854792050006 42.233786329550007 42.467547400400008 0.095290000000000027 0.087725000000000011 0.080375000000000016 103.01096172625002 -0.11808 39.268993001500007 -0.12835499999999997 36.514114975300011 0.10500500000000003 68.214248143850014 0.083185000000000023 0.088565000000000019 -0.16187499999999996 -0.26820499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -3 6 8 -8 10 -10 11 13 14 20 -13 -16 17 -15 -12 -9 21 22 23 24 25 -1 -23 -28 29 -29
right_child=-2 4 3 -5 -6 -7 7 19 9 -11 18 12 -14 16 15 -17 -18 -19 -20 -21 -22 26 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.061548199821972939 -0.025795434361189841 0.05657787245565498 -0.10002868556559597 -0.01134867221059218 -0.027509205518821796 0.033629029743064899 0.033429481882187077 -0.10005112256675031 -0.00061235262920587234 0.073121719419803013 0.0017840206598018892 0.079173063059913465 -0.018654421633260029 -0.10009516501706084 0.086637427701528685 -0.067225969612280459 -0.10005602418610396 0.019894608508193062 -0.075432434366425521 -0.015465248416143558 -0.0015719506224631766 -0.0047161211878387725 0.053315112278627855 -0.074498244362272398 0.090075868734690395 0.048895933870743813 0.055372270748418599 0.0067407977831055029 -0.021027367104173401 0.078225588375222754
leaf_weight=0.0037210346644834845 0.0040220782013161696 0.0032850950354182933 0.0019997137148564685 0.0037635177069555402 0.0021404335916467296 0.0050334556542619415 0.0019753701685090077 0.0019657888870227092 0.0083237768441364324 0.0040241045476538959 0.0024005331200225291 0.0061453554932315302 0.00507932933979205 0.0020133634910049492 0.0013800571323372424 0.0016088121862432025 0.0022356032117719637 0.0038427773047338132 0.0035988670905563458 0.0015010763610469047 0.36294571240208184 0.037821550075208127 0.0037937970280733741 0.0075241538938634186 0.0017629923476434328 0.0019461423396940347 0.017244916424935752 0.014044303804086944 0.016892791171898125 0.0060517555792785052
leaf_count=80 282 46 55 122 110 39 11 31 30 32 21 18 36 62 2 45 35 22 30 25 1227 270 11 70 7 17 40 70 37 17
internal_value=-7.80881e-05 0.000114868 -0.000123257 -0.0421187 0.0234046 0.000337859 1.55126e-05 -0.0282712 0.000314778 0.0234172 -0.000253419 0.000282144 0.0283677 -0.000546335 0.0545155 0.00381771 -0.0431011 -0.0213583 -0.0445359 -0.0634273 0.00018051 0.00592084 -0.0177794 -0.0358156 0.00335639 -0.023621 0.0107477 0.0215318 0.00575473 0.0282678
internal_weight=0.540088 0.536066 0.530641 0.00576323 0.00542553 0.524877 0.519844 0.00544224 0.514402 0.0123479 0.502054 0.496054 0.0142136 0.481841 0.00913422 0.00298887 0.00809174 0.00585614 0.0059994 0.00346687 0.473749 0.110803 0.0187481 0.0149543 0.00743017 0.00566718 0.0920553 0.0542338 0.0369889 0.0200961
internal_count=2900 2618 2462 177 156 2285 2246 67 2179 62 2117 2066 101 1965 65 47 119 84 51 56 1846 619 185 174 104 97 434 164 124 87
is_linear=0
shrinkage=0.1


Tree=862
num_leaves=31
num_cat=0
split_feature=3 3 3 4 3 1 3 0 0 0 0 0 4 4 4 0 3 4 3 0 1 3 1 1 2 2 2 3 0 3
split_gain=0.000257875 0.00162485 0.00130713 0.00257862 0.00120761 0.00374031 0.0029626 0.00265907 0.00223566 0.00171405 0.00225879 0.00116639 0.00163568 0.000916931 0.0019467 0.00265568 0.00261148 0.00140493 0.00116548 0.00196451 0.00309456 0.00238779 0.00244994 0.0024637 0.00244047 0.00276655 0.00270664 0.00183727 0.00125182 0.0027118
threshold=0.090390000000000012 0.090720000000000023 0.091385000000000022 39.852039223600009 0.087605000000000016 76.42211081615001 0.087405000000000024 85.775256651950016 87.29692395375001 91.144107538500023 97.550703263350016 100.53758024625002 41.093509583400007 43.57842012870001 42.178283198950005 89.057864029250013 0.10236000000000002 42.686561923500008 0.10236000000000002 97.483491810050012 77.52437864960001 0.099010000000000029 61.917879202350001 62.009286778800011 -0.083330000000000001 -0.062629999999999991 -0.026349999999999998 0.093760000000000024 84.280473931450004 0.10332500000000001
decision_type=2 2 2 2 2 2 2 2 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 7 -1 -6 -9 -10 -11 -7 -13 14 18 16 -16 -18 19 21 -21 22 -4 -24 27 -26 -27 -25 -20 -30
right_child=1 2 13 -5 5 11 -8 8 9 10 -12 12 -14 -15 15 -17 17 -19 28 20 -22 -23 23 24 25 26 -28 -29 29 -31
leaf_value=-0.0014787631880032182 0.035545959554143809 0.0068367642458900665 -0.030478572865180076 -0.080028058264696153 0.036446209667524918 0.09992541479260196 0.048974517553843251 -0.069090787751698579 0.0078378837791990095 -0.073376782323526235 0.0083040793848294762 0.069543553890142232 -0.037482261860035386 0.034316880190613928 -0.084821836704440129 0.011329300849212104 -0.053862003805088612 0.02553104544851233 0.041946311132494196 -0.10007747740545997 0.008749410739019926 0.054368513690516519 0.072917052895317996 0.069611114570027638 -0.059770795853774553 0.067692086587008746 -0.035581143039649758 0.0072242787421667697 -0.075264802607276637 -0.0015508733603986087
leaf_weight=0.24191235810405842 0.01395295395387211 0.008256952770065662 0.011694565886308003 0.0058306392405365346 0.0058441504880029837 0.0027027445124758751 0.012226638841092652 0.013413118593064155 0.012577983074152144 0.0090044059438216806 0.0054255768522892831 0.003101732021320836 0.002646253208776872 0.0086139190509378905 0.009036332005527583 0.013911724853296645 0.0039339655855861189 0.0051425064199790427 0.0055595528364964638 0.0036792029131539348 0.0090158447084991711 0.015697892884823816 0.0075721334233094231 0.008595864397705176 0.0080197405716385863 0.0053564264835586827 0.0048227128769935358 0.010470342980390512 0.005420605099792127 0.062921223481423635
leaf_count=1661 24 20 31 27 39 9 24 35 17 57 16 36 29 66 41 73 31 26 19 33 120 49 10 19 20 14 29 37 15 273
internal_value=-7.09579e-05 0.00248385 0.000323656 -0.0291153 -0.00195285 -0.015429 0.000948546 -0.0266031 -0.0357189 -0.0191453 -0.0426653 0.0457464 0.0202711 0.00240284 0.00096242 -0.0215293 -0.0467667 -0.00887985 0.00549749 0.0134885 -0.0227901 0.0198648 0.0102837 0.0209154 0.0103489 -0.0158447 0.0187629 0.0353509 -0.00368546 -0.00739757
internal_weight=0.53636 0.227505 0.213552 0.0140876 0.308855 0.054716 0.254139 0.0462652 0.0404211 0.027008 0.01443 0.00845073 0.00574799 0.199465 0.190851 0.0320245 0.0181128 0.00907647 0.158826 0.0849247 0.012695 0.0722297 0.0565318 0.0448372 0.0372651 0.0181989 0.0101791 0.0190662 0.0739014 0.0683418
internal_count=2900 977 953 47 1923 238 1685 164 125 90 73 74 65 906 840 171 98 57 669 362 153 209 160 129 119 63 43 56 307 288
is_linear=0
shrinkage=0.1


Tree=863
num_leaves=31
num_cat=0
split_feature=2 1 1 0 2 1 3 0 0 0 3 3 1 1 2 2 2 1 0 4 4 4 2 2 3 3 3 2 4 0
split_gain=0.000278654 0.00103883 0.00183245 0.00158578 0.00208209 0.00504512 0.00393525 0.00139662 0.00118543 0.00268172 0.00126939 0.00243359 0.00376581 0.00372722 0.00254639 0.00222778 0.00205715 0.00202414 0.00157229 0.00142853 0.00115908 0.000955259 0.00103268 0.0009289 0.000850477 0.000817868 0.00187869 0.00140264 0.00138893 0.0017071
threshold=-0.068524999999999989 61.409760615700009 61.767325547050007 85.968825637350008 -0.053019999999999991 62.079186690200011 0.087530000000000011 85.807518149550006 86.036037090600004 86.345209775600011 0.10661000000000002 0.087530000000000011 62.132955852800002 76.763544998700013 -0.030145000000000002 -0.042409999999999996 0.098830000000000015 68.321786469100019 88.576630023850015 39.852039223600009 35.337501601400007 39.420767558750008 0.15973500000000004 -0.040019999999999993 -0.038009999999999995 0.084065000000000015 0.076080000000000023 0.26462000000000008 38.115457128050004 96.943111725850017
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -7 23 -6 -10 11 12 -11 14 -13 -14 18 -12 -16 -19 24 22 -15 -4 -17 26 27 28 -22 -30
right_child=1 2 3 4 8 6 -8 -9 9 10 17 13 15 21 16 20 -18 19 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0016019432408325048 -0.042993405685529916 0.070541990296230289 0.028460551318175761 0.099292853861636221 0.063595500029892379 -0.044980127447162961 0.040469636972263336 -0.063927368007173399 -0.056867473292964016 0.10004674993300096 0.054147309138563998 -0.1001740708800547 0.07085478037812741 -0.10006728500441241 -0.039835929995796285 -0.010489070162725333 -0.074522233543348221 0.019443681013376072 0.037571597474567529 -0.071588448043877151 0.00381881432623285 0.043609139177187999 0.026937548520822693 -0.025839593625479752 0.09999882710772208 -0.049925916975212849 0.039815805035100904 0.032474454619125348 -0.098478043614695088 -0.013781050671170848
leaf_weight=0.36699198590415699 0.0046956034433945351 0.0041213112272089339 0.004978494212603656 0.0077903869005240258 0.0028668588929576929 0.0090608249996370488 0.013301398928980412 0.0059761410193684963 0.0080856501342623233 0.004463783046048774 0.010922126732111794 0.0062779977442234394 0.004296579349304947 0.0010976913770291638 0.004989292972027215 0.0011743422635674405 0.0055150460571731222 0.0047800606412743201 0.0055350522568531346 0.0026961758978074953 0.0059660095155926749 0.0078451535468287981 0.0015361670132229136 0.008579635222046746 0.0017127993380165662 0.0046359213856475385 0.0070544440572526844 0.0039885854929670997 0.0049433158104183767 0.0045886937765313492
leaf_count=1826 119 7 18 14 4 27 45 30 36 9 33 16 12 31 15 39 40 28 29 32 25 61 25 69 13 71 92 36 45 53
internal_value=-7.22602e-05 0.00336178 0.00473264 0.00297897 0.00682901 0.02999 0.00584672 -0.0236529 0.000176145 -0.00160452 0.00314809 -0.00258327 0.0131157 -0.0230824 -0.0461828 0.00300006 -0.0250499 0.0267051 0.000874889 -0.0133855 -0.00555861 0.0261149 -0.0259932 -0.00590078 0.055058 -0.011172 -0.00440286 -0.0204107 -0.0340213 -0.0577051
internal_weight=0.530468 0.163476 0.15878 0.154659 0.135124 0.0301526 0.0223622 0.0195343 0.104972 0.102105 0.0940192 0.0756209 0.0428245 0.0327964 0.0223174 0.0383607 0.0160394 0.0183984 0.0105243 0.00747624 0.0340641 0.010479 0.00263386 0.0135581 0.00288714 0.031177 0.026541 0.0194866 0.015498 0.00953201
internal_count=2900 1074 955 948 831 86 72 117 745 741 705 612 395 217 100 386 84 93 44 60 374 117 56 87 52 322 251 159 123 98
is_linear=0
shrinkage=0.1


Tree=864
num_leaves=31
num_cat=0
split_feature=0 0 3 1 3 1 1 2 1 0 1 3 1 0 0 2 4 2 4 3 4 2 0 1 2 1 2 4 3 3
split_gain=0.000273976 0.00100604 0.00300443 0.00106667 0.00108565 0.000913971 0.000912379 0.00214419 0.00109364 0.00192547 0.000831632 0.00211204 0.00101048 0.00145758 0.0023025 0.00127613 0.000809085 0.00159025 0.00272696 0.00226019 0.00151021 0.00276612 0.0021283 0.00122981 0.00335302 0.00119594 0.00093294 0.00209864 0.00140706 0.000891213
threshold=98.201310130900012 97.483491810050012 0.088990000000000027 75.18810853425002 0.092425000000000021 74.986474174450009 72.496961945650014 -0.097799999999999984 71.787208999250012 96.249489528150022 71.090898343450007 0.08494500000000002 70.865067860500019 94.047642319350018 94.776214472700005 -0.10710499999999999 38.238138001450004 -0.094344999999999998 36.514114975300011 0.085880000000000026 39.268993001500007 -0.060760000000000002 93.577162146500015 65.630639880500027 -0.053019999999999991 61.767325547050007 -0.26138499999999998 40.742467179200005 0.092095000000000024 0.08784500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 6 8 -8 9 10 12 -12 13 16 15 -15 17 18 19 25 21 -18 26 24 -19 -1 27 -22 -29 -28
right_child=-2 2 -4 4 -6 -7 7 -9 -10 -11 11 -13 -14 14 -16 -17 20 23 -20 -21 22 -23 -24 -25 -26 -27 29 28 -30 -31
leaf_value=0.044614465476185618 -0.0061494642886801773 0.061971643885001142 -0.013244526948186081 -0.061767413619598102 0.03590966736955143 0.035424789773608273 0.028934145234745287 -0.10005644820160642 0.035643432276956925 -0.060726265199304665 0.0066178785036451349 -0.1000503707877998 0.031656705269347392 -0.002259159304361233 0.010994702924823376 -0.10007324099355777 -0.051637945860450778 0.082140353079591957 -0.051776194568053463 0.049469066337749376 0.061336076703627077 0.01613031230291757 0.05803301935869648 0.0060454658812704176 -0.0067017698236389173 -0.066335633161602528 0.0041130902415551064 0.034151956397815042 -0.056131773482023188 -0.0073392364069713072
leaf_weight=0.0013466884781949589 0.064857188050846781 0.0099938678005457859 0.01133233393559463 0.0051382686726645912 0.001461567813206166 0.007312466339413958 0.0023485323036400337 0.0028556187412240681 0.0085686681560761535 0.0052326201422090426 0.0052060345001443409 0.0028848285795158302 0.010448572622557606 0.0018337828362700037 0.0062231839472559614 0.0048920583853744315 0.014902158102017893 0.010066770624916899 0.0087410248318345232 0.0089274202859034313 0.0075404570683019756 0.010108784770707757 0.0064778934005857982 0.015683567017905631 0.0073496706577885545 0.0034873640727664922 0.1453412001623402 0.0031820351843130368 0.0037730070524730763 0.12761307956494983
leaf_count=41 1063 32 47 93 14 15 36 23 33 23 29 58 14 20 32 51 33 18 37 30 18 34 24 40 36 40 543 23 21 379
internal_value=-6.45921e-05 0.000792828 0.0220032 -0.000237676 -0.0401363 0.000371381 -0.000231691 -0.0418455 0.000284147 -0.000452566 0.000324199 -0.0314151 0.00096952 0.000142048 -0.032843 -0.0734045 0.00128244 0.0124139 -0.0080969 0.0196473 -0.00065818 -0.0242477 0.00134911 0.0263579 0.0446493 -0.0354267 7.16929e-05 0.0247932 -0.0148256 -0.00124116
internal_weight=0.525131 0.460274 0.0213262 0.438947 0.00659984 0.432347 0.425035 0.00520415 0.419831 0.411262 0.40603 0.00809086 0.397939 0.38749 0.012949 0.00672584 0.374541 0.0556025 0.0225025 0.0137615 0.318939 0.0250109 0.293928 0.0331 0.0174164 0.00483405 0.28745 0.0144955 0.00695504 0.272954
internal_count=2900 1837 79 1758 107 1651 1636 59 1577 1544 1521 87 1434 1420 103 71 1317 242 148 111 1075 67 1008 94 54 81 984 62 44 922
is_linear=0
shrinkage=0.1


Tree=865
num_leaves=31
num_cat=0
split_feature=2 2 3 2 3 1 2 0 2 1 2 3 3 3 3 3 2 3 2 3 4 3 4 4 3 0 4 1 4 0
split_gain=0.0003155 0.00063754 0.000973784 0.000689441 0.00119962 0.00153929 0.00136502 0.00133773 0.000806537 0.00174462 0.000558332 0.00157137 0.000765492 0.000567789 0.000609492 0.000856462 0.00293073 0.000886332 0.0008365 0.000749049 0.00177826 0.00168007 0.00211055 0.00122098 0.000597533 0.00186646 0.0022587 0.00216273 0.00211718 0.00210879
threshold=-0.62958999999999998 -0.59309999999999985 0.093760000000000024 -0.50001499999999999 0.098200000000000023 75.551050381850018 -0.58180999999999994 91.410264893400026 -0.26138499999999998 62.305017173150013 -0.24299000000000001 0.093295000000000031 -0.098985000000000004 0.43644500000000008 0.21240500000000004 0.11614000000000002 -0.055714999999999994 0.11308000000000003 -0.074434999999999987 0.10500500000000003 41.621607100200002 0.10661000000000002 40.259171735100004 39.268993001500007 0.093295000000000031 97.483491810050012 41.24714903835001 61.971648364950006 42.564639561200003 86.036037090600004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -3 -8 9 -5 11 12 -10 14 15 17 -17 19 -16 24 21 -21 23 -23 -12 26 -26 -28 -27 -29
right_child=1 3 -4 8 -6 -7 7 -9 10 -11 13 -13 -14 -15 18 16 -18 -19 -20 20 -22 22 -24 -25 25 28 27 29 -30 -31
leaf_value=-0.02096353019392936 -0.013057760020276586 0.060928969759214351 0.049296412739017637 0.077855450363924647 -0.10009234093124389 -0.10003681449278951 -0.10004891465237704 0.026613112190735141 0.0020524417478803465 -0.017167667671131006 -0.00073560213468022511 0.047630124367377624 -0.10005834956052627 -0.036499582099168829 0.054074060069008771 -0.070976245600260016 0.029474010420599401 0.041432378214143528 -0.010408934697142352 -0.045370157706511711 -0.065726043486530744 0.021263844223503622 0.056435962878702506 -0.060342828074312342 0.028542192183590515 -0.070099518368866881 -0.049403824897475919 0.057911589106105582 0.059618888238954032 -0.0073145692113434071
leaf_weight=0.0071235277417039935 0.0041424183146988591 0.0029939069674682628 0.0063344546325403428 0.004026797807234089 0.0018109064718218717 0.0015250813915606556 0.0015511925936815179 0.0018030285112029532 0.001036090702316271 0.0037144193859393543 0.33887805031005014 0.0016560433135574537 0.0025194416514689238 0.0042062150006888501 0.0048433463597519887 0.0065883123424424518 0.0051946079510857245 0.0052585111462981607 0.0034410477796851125 0.0063367747434379161 0.0056909992245757343 0.0035639390372924386 0.0068590383061177818 0.0037757486390621094 0.042838145697684446 0.0054947355871469974 0.0085397036188012976 0.0065123142109735346 0.0016318961144400762 0.020749802716444776
leaf_count=49 53 11 31 19 21 58 26 17 51 41 1846 9 37 24 22 40 37 23 36 24 36 30 19 10 117 88 24 24 15 62
internal_value=-6.28299e-05 0.000227105 0.0246424 -0.000281394 -0.0267053 -0.00982567 0.0118468 -0.031963 0.000237282 0.0322611 -0.000273211 -0.0328283 -0.070303 7.9957e-05 0.000403062 -7.29732e-05 -0.0266918 0.000614656 0.0272901 0.000138598 -0.0162625 -0.00255462 0.0165536 -0.020717 0.00115154 0.00860797 0.0130489 -0.00548943 -0.0403959 0.00826651
internal_weight=0.52064 0.513517 0.0104769 0.50304 0.00968412 0.00787321 0.00634813 0.00335422 0.493356 0.00774122 0.485615 0.00521158 0.00355553 0.480403 0.476197 0.467913 0.0117829 0.45613 0.00828439 0.450871 0.0262265 0.0205355 0.0141987 0.00733969 0.424645 0.0857666 0.07864 0.0358018 0.00712663 0.0272621
internal_count=2900 2851 84 2767 133 112 54 43 2634 60 2574 97 88 2477 2453 2395 77 2318 58 2295 119 83 59 40 2176 330 227 110 103 86
is_linear=0
shrinkage=0.1


Tree=866
num_leaves=31
num_cat=0
split_feature=2 2 3 2 3 1 2 2 1 2 3 3 3 2 3 3 4 4 3 3 3 2 1 4 3 2 2 0 3 0
split_gain=0.000256563 0.000526025 0.000812412 0.000604345 0.00110295 0.00138822 0.00115839 0.000680064 0.0015214 0.000484545 0.00136728 0.000739659 0.000466279 0.000518231 0.000947863 0.00266863 0.00160023 0.00187528 0.00156594 0.000912497 0.00138587 0.00107213 0.00163113 0.000973628 0.00142798 0.0020823 0.00139688 0.00163326 0.00137492 0.000957143
threshold=-0.62958999999999998 -0.59309999999999985 0.093760000000000024 -0.50001499999999999 0.098200000000000023 75.551050381850018 -0.58180999999999994 -0.26138499999999998 62.305017173150013 -0.24299000000000001 0.093295000000000031 -0.098985000000000004 0.43644500000000008 -0.11808 0.083185000000000023 0.087605000000000016 42.406961525800007 40.21994457600001 0.085765000000000022 -0.15684499999999998 -0.101725 -0.16187499999999996 74.784839814650013 39.039757512550004 1.0000000180025095e-35 -0.23361999999999997 -0.22386500000000001 90.662873533100012 0.076580000000000023 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 2 -2 4 5 6 -3 8 -5 10 11 -9 13 14 19 18 17 -17 -16 21 -21 22 -11 -22 -25 -26 -27 -28 -29 -23
right_child=1 3 -4 7 -6 -7 -8 9 -10 12 -12 -13 -14 -15 15 16 -18 -19 -20 20 23 29 -24 24 25 26 27 28 -30 -31
leaf_value=-0.018950361472591003 -0.01177199881224651 0.056954025344409367 0.045474969446761826 0.074595115438724394 -0.10008354376711284 -0.10003331107525526 -0.030434475293307492 0.0018472755040350103 -0.015496499947295281 0.0043194487123033093 0.043865509695990977 -0.10005279619485984 -0.033291173746744555 -0.0011629880394835109 0.024195903507315861 -0.038609622803183752 -0.046714844707841756 0.033093182760422162 0.096219561575238144 -0.10004755786826398 0.052588094935083901 0.012494975225813503 0.070475592805439233 -0.100044369027708 0.094608950633598865 -0.09487701413698818 0.055428108582603733 0.042488949607833761 -0.059639159278723153 -0.10008268864331758
leaf_weight=0.0070939246751576803 0.0041357519471902915 0.0028883175065317346 0.0061881546821886957 0.0037948287789046037 0.0016387126153391985 0.0013799966052612618 0.0031945292494007542 0.0010360494100113901 0.0037040725968963992 0.019063820772910418 0.0016203238918138241 0.0022798052008575825 0.0041533744756828131 0.39081514562679154 0.0064432895552450874 0.0049338545873592555 0.0055385934351789142 0.013989910555176621 0.005679725565360845 0.0018749155300198826 0.0022019907613880603 0.0014543881115969366 0.0046325599028307343 0.0018855667859521931 0.0017515609370093452 0.0021627228009173391 0.0029984474876982858 0.0017817662120505062 0.005066911131823032 0.0015709782482687951
leaf_count=49 53 11 31 19 21 58 43 51 41 136 9 37 24 1790 27 46 26 36 19 34 41 5 21 36 8 10 9 36 137 36
internal_value=-6.37895e-05 0.000198988 0.0225419 -0.000262772 -0.0257952 -0.00948273 0.0110602 0.000211063 0.0300945 -0.000252959 -0.0314232 -0.0682138 6.89281e-05 0.000361337 0.00753612 0.0195746 0.000561756 0.0143986 0.0579395 -0.00194662 -0.0182613 0.0100956 0.0172527 -0.00967024 -0.0184318 -0.0072494 -0.0221048 -0.00612186 -0.0330693 -0.0459631
internal_weight=0.516954 0.50986 0.0103239 0.499536 0.00910156 0.00746284 0.00608285 0.490435 0.0074989 0.482936 0.00493618 0.00331585 0.478 0.473846 0.083031 0.0365854 0.0244624 0.0189238 0.012123 0.0464456 0.0197239 0.0267217 0.0236964 0.017849 0.015647 0.0137614 0.0120098 0.00984712 0.00684868 0.00302537
internal_count=2900 2851 84 2767 133 112 54 2634 60 2574 97 88 2477 2453 663 154 108 82 46 509 311 198 157 277 236 200 192 182 173 41
is_linear=0
shrinkage=0.1


Tree=867
num_leaves=31
num_cat=0
split_feature=2 1 1 0 1 2 1 3 0 0 3 2 3 1 2 1 4 0 0 2 4 3 2 1 1 0 0 1 4 4
split_gain=0.000251752 0.000872636 0.00156459 0.00139856 0.00201485 0.00143405 0.00416838 0.00318948 0.00122708 0.00116613 0.000961903 0.00150586 0.00138902 0.00343533 0.00184021 0.00147548 0.00217647 0.00140036 0.00365901 0.00122288 0.000999246 0.0008193 0.000728536 0.000710672 0.00109606 0.00135088 0.00200185 0.000702661 0.000698076 0.00381537
threshold=-0.068524999999999989 61.409760615700009 61.767325547050007 85.968825637350008 61.907125369850007 -0.053019999999999991 62.079186690200011 0.087530000000000011 85.807518149550006 86.345209775600011 0.11308000000000003 0.03546500000000001 0.087530000000000011 62.132955852800002 -0.042409999999999996 61.998532946250002 36.514114975300011 86.866770652900016 88.576630023850015 -0.030985000000000002 35.337501601400007 -0.038009999999999995 -0.040019999999999993 64.321360770950022 70.085415002650009 100.37896121655002 101.06989495610001 57.960468834350003 41.348489042950007 41.43512228960001
decision_type=2 2 2 2 2 2 2 2 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 27 -3 8 -5 6 -6 -8 22 -7 12 -12 13 -11 -15 -14 -17 -18 -19 -20 21 -16 -4 -21 -25 -26 -27 -2 -1 -30
right_child=1 2 3 4 5 9 7 -9 -10 10 11 -13 15 14 20 16 17 18 19 23 -22 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=-0.0069954811258987407 0.002601630556235802 0.067792355934492773 0.025249729618954522 0.10001601342742168 0.098947292038451512 -0.03354688381820245 -0.041371645100169295 0.036831596442263768 -0.061208029917542067 0.10004220594999509 0.09160928142727208 0.0050830250312800503 -0.07922121731064434 0.066626757337992157 -0.010187227458046198 -0.10007212898058633 0.05583086243157917 -0.092489025369996355 -0.05213046692916088 0.057166741937028781 -0.010256143952577325 0.099994703812273308 -0.023280537808951396 -0.030641183893918081 0.055097212435882385 -0.10008800974020869 0.022938431989615732 -0.075801457703629893 0.068780686672607463 -0.0005977403330820431
leaf_weight=0.14110330072714014 0.0021224835581110857 0.0038180709743755861 0.0048365753742123365 0.0022731024218955722 0.0059969144058413379 0.0096856635643121636 0.0088558110842428955 0.012685958762665983 0.0056891989303666781 0.0040302411498487267 0.0030142971795248394 0.0060450699007857369 0.0031822052197298936 0.0040264398149669539 0.0011830363062793336 0.0024059872227216094 0.0037677475013424477 0.004452738356064855 0.0031899918053177557 0.0032654162932885837 0.030168111524718356 0.0015711499670417869 0.0085823053699182767 0.0055670519545927269 0.0064545076658752993 0.0017746842885344449 0.0051921828931682703 0.002477227918434223 0.0082407134990898356 0.20795857836394624
leaf_count=811 85 7 18 6 11 39 27 45 30 9 18 44 6 12 39 41 11 10 18 8 322 13 69 31 40 10 71 34 12 1003
internal_value=-5.98055e-05 0.00328743 0.0045884 0.00295674 0.00670243 0.00502586 0.0252097 0.00468228 -0.0222892 -0.000589993 0.00298495 0.0338727 -0.000502751 0.0123749 0.00281241 -0.0139468 -0.0081881 -0.00162116 -0.00886161 0.00577341 -0.00499217 0.052667 -0.00578874 0.0140737 0.00666302 0.0221364 -0.00840034 -0.0396233 -0.00152417 0.00204671
internal_weight=0.513617 0.156314 0.151714 0.147896 0.128788 0.126515 0.0275387 0.0215418 0.0191081 0.0989765 0.0892909 0.00905937 0.0802315 0.040979 0.0369487 0.0392525 0.0360703 0.0336643 0.0298966 0.0254438 0.0329223 0.00275419 0.0134189 0.0222538 0.0189884 0.0134214 0.00696687 0.00459971 0.357303 0.216199
internal_count=2900 1074 955 948 831 825 83 72 117 742 703 62 641 395 386 246 240 199 188 178 374 52 87 160 152 121 81 119 1826 1015
is_linear=0
shrinkage=0.1


Tree=868
num_leaves=31
num_cat=0
split_feature=0 0 2 2 2 4 2 0 2 3 3 3 0 2 0 2 0 2 3 0 1 0 4 0 4 4 3 3 2 3
split_gain=0.000240448 0.00174334 0.000964214 0.00370214 0.00242023 0.00193272 0.00648003 0.00352922 0.00312399 0.00208711 0.00424226 0.00269321 0.00320883 0.00267053 0.00154912 0.00327312 0.001665 0.00234171 0.00229736 0.00396888 0.00124225 0.00123564 0.00122177 0.00146604 0.0010618 0.00199761 0.00192893 0.00235942 0.00140794 0.000982402
threshold=87.181320254150009 86.866770652900016 -0.083794999999999994 -0.085249999999999992 -0.082509999999999986 42.871500973550006 -0.079074999999999993 86.135510041400025 -0.076709999999999987 0.092095000000000024 0.08784500000000002 0.096845000000000028 86.280686780500005 -0.065399999999999986 86.232294534150014 -0.086894999999999986 85.737618238150006 -0.101965 0.083290000000000017 83.992808911450012 61.86411003975001 86.345209775600011 38.938637541200009 85.775256651950016 44.086690780350004 48.680511450650009 0.07797500000000003 -0.038009999999999995 -0.22386500000000001 0.10500500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 6 -6 20 -8 10 13 -11 -13 -10 15 16 18 -18 24 29 -7 22 -15 -24 26 -26 27 28 -1 -20
right_child=-2 -3 4 -5 5 7 8 -9 9 11 -12 12 -14 21 -16 -17 17 -19 19 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.048648935756712683 0.0018790607370029024 -0.040453804343117475 0.055402517659270373 -0.08596896745168614 -0.095884958114435231 0.021057141971905707 0.07953796062860001 0.090414327344173234 -0.048722011057767051 0.06900751575019988 -0.10013471213575223 -0.018560050426025373 0.051152211512461278 0.059676723939820688 -0.025606938097053784 0.08131472102436825 0.051043306435327222 -0.011835881737954251 -0.0083984458094352489 -0.069933345822514981 -0.10003117784842697 0.058942705572872539 0.044785598854719756 -0.034953667306801835 -0.061777062495397141 0.011594873691282511 0.076904529447318404 -0.10012489991130336 0.052729237742832037 0.068670107742126549
leaf_weight=0.0018741228472938234 0.28546435921656249 0.011481089401115696 0.0092057127747774692 0.005632752552731545 0.0069127955081000883 0.0017672035469561559 0.0052625713423992684 0.0060463428071670933 0.0088325582855759387 0.0075869480303089034 0.0053481250194433718 0.021767012770914085 0.0094777774520480307 0.0029489049767619487 0.022954455195709045 0.005108038807520642 0.012186585014234197 0.011522786933454654 0.0039117256151744292 0.013216845240819453 0.0016274931404030579 0.0052631169542109993 0.0032076358388909093 0.0081999629728670698 0.0053599778892823467 0.012058988419425987 0.0048520474795379362 0.0019053319495902924 0.0050919529189118844 0.0028657057224403815
leaf_count=97 1985 24 12 13 22 45 6 10 13 25 35 80 23 15 47 8 31 29 43 61 32 9 63 20 56 36 14 6 30 10
internal_value=-4.4108e-05 -0.00250072 -0.00044529 -0.00702944 0.00646262 0.00168242 -0.00309551 0.0446019 0.00513913 -0.000251454 -0.0184209 0.0155638 0.00258643 -0.00306126 -0.00270865 0.00386535 -0.00142036 0.0204839 -0.0115762 -0.038029 -0.0369953 0.0174948 0.00229987 -0.0125323 0.00540718 -0.0109824 0.0262102 -0.00151616 0.0254549 0.0241885
internal_weight=0.508941 0.223477 0.211995 0.108541 0.103454 0.0942484 0.0848074 0.00944104 0.0778946 0.072632 0.0338003 0.0388317 0.0312448 0.0284522 0.102909 0.0799541 0.0748461 0.0237094 0.0511367 0.0199943 0.0033947 0.0196196 0.0143565 0.0114076 0.0311424 0.017419 0.0137235 0.00887141 0.00696608 0.00677743
internal_count=2900 915 891 481 410 398 311 87 289 283 155 128 103 120 468 421 413 60 353 114 77 107 98 83 239 92 147 133 127 53
is_linear=0
shrinkage=0.1


Tree=869
num_leaves=31
num_cat=0
split_feature=2 4 2 4 1 3 3 3 3 4 0 3 3 3 2 1 4 4 4 2 2 1 0 2 1 1 4 1 2 1
split_gain=0.000251164 0.000855315 0.000801914 0.00183218 0.00141976 0.00219122 0.00431871 0.00250954 0.00168215 0.00157299 0.00294205 0.00273187 0.00128193 0.00149801 0.00105317 0.000905002 0.00200014 0.000869244 0.000841874 0.00104247 0.00166058 0.000792391 0.00261732 0.00208982 0.00117157 0.000917975 0.00115168 0.000807901 0.00181324 0.00120927
threshold=-0.11808 34.394321486900004 -0.088099999999999998 35.461062230100005 72.303392960300016 0.084795000000000023 0.083565000000000014 0.087265000000000023 0.081815000000000013 39.893178577750007 85.807518149550006 0.088165000000000021 0.085155000000000022 0.08883000000000002 -0.087910000000000002 81.524804347700012 42.406961525800007 41.395309858300003 42.526729949000007 -0.046474999999999995 -0.042409999999999996 77.898074329750017 97.738895332450014 0.20327000000000003 78.433077497700012 80.288113607700012 41.169697216150006 74.986474174450009 -0.046474999999999995 75.085947125300024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 8 -7 17 -9 -11 -12 -6 -14 -4 21 -17 -5 -18 -20 -21 22 27 -24 -23 26 -26 -16 -29 -30
right_child=2 -3 14 4 12 7 -8 9 -10 10 11 -13 13 -15 15 16 18 -19 19 20 -22 24 23 -25 25 -27 -28 28 29 -31
leaf_value=-0.059805626314849369 0.047693582873153929 0.0050703190857055392 0.056338873385565175 -0.025524298058944281 -0.032110617829925692 -0.068537331048637115 0.084438958018892007 0.0050104989107467076 -0.062555111707814845 0.0061262700371551414 0.0042079325179183464 -0.094571745896622428 0.065103147602077902 -0.0028058717945288348 0.00088605969068080196 -0.10003529892823951 0.059862273090411727 0.040330293797691624 -0.10002699977462221 0.1000132012412341 -0.038594911825393208 0.064649895714499125 -0.085158342151433308 0.017397158264330553 0.020693652541239463 0.028756212261316923 -0.05651765634752999 0.078383005299331676 0.047576743986820103 -0.03875833859113724
leaf_weight=0.0020678502826531877 0.0053467578790929301 0.11775515220042285 0.003442094822254659 0.0038107635538153911 0.0046690992770252694 0.012374940018304414 0.0055787078240427937 0.018013175060376696 0.0055264169212492229 0.010235756788787853 0.0039900635222807077 0.0093854718455759212 0.0061010710220153605 0.0069471374434320792 0.23085070404795005 0.0028314428268259818 0.0017393460861825361 0.0042282431806730525 0.0012527897727057369 0.0012527800427051261 0.0027876091679719982 0.0046340006028913186 0.006214858495810438 0.0029207678434453044 0.0038952800323212014 0.0095532208673887453 0.0038325767095273022 0.0044013019305566559 0.0027099325088784168 0.0040425402770103355
leaf_count=115 37 976 11 15 36 31 7 39 20 36 10 55 17 39 835 206 6 27 25 4 84 14 77 26 27 43 21 9 3 49
internal_value=-4.45143e-05 0.00395072 -0.00129585 -0.00919465 -0.0125423 -0.0186945 0.0103747 -0.0290002 -0.0200839 -0.0172458 -0.0342253 -0.0651047 0.0128563 0.028947 0.00135788 0.000688964 -0.0290683 0.00911297 -0.000495495 -0.0203291 0.0043825 0.00176393 0.000172606 -0.0523701 0.02 0.00802692 -0.0175988 0.00215609 0.0284419 -0.00410996
internal_weight=0.502392 0.119823 0.382569 0.0962076 0.0908608 0.0731435 0.0191441 0.0539994 0.0135654 0.0416245 0.0236113 0.0133755 0.0177173 0.0130482 0.286361 0.282919 0.00986397 0.00803901 0.00703253 0.00529318 0.00404039 0.273055 0.25114 0.00913563 0.0219151 0.0172811 0.00772786 0.242004 0.0111538 0.00675247
internal_count=2900 1091 1809 369 332 240 69 171 62 140 101 65 92 56 1440 1429 325 42 119 113 88 1104 999 103 105 91 48 896 61 52
is_linear=0
shrinkage=0.1


Tree=870
num_leaves=31
num_cat=0
split_feature=1 4 0 0 1 1 1 0 2 1 2 1 1 4 3 1 3 3 2 1 1 0 2 2 3 4 4 0 0 0
split_gain=0.000275581 0.00118985 0.00177653 0.00194345 0.00144082 0.00150578 0.00104409 0.000998018 0.00096552 0.00266331 0.00412373 0.00197031 0.00252768 0.00235758 0.00168071 0.00214249 0.00211933 0.0020774 0.00221476 0.00158937 0.00157768 0.00229322 0.00161998 0.0019195 0.00142507 0.00135928 0.00110916 0.000979665 0.00234553 0.00171212
threshold=69.873026810350026 38.703421923500009 94.776214472700005 95.071944867050021 70.085415002650009 70.133807249000014 70.182199495350019 96.588235252600015 -0.079824999999999993 71.52105164435001 -0.14143499999999998 70.96454081135002 71.787208999250012 39.091773401050006 0.088670000000000013 75.403185184700007 0.087530000000000011 0.10818500000000002 -0.090694999999999998 77.898074329750017 76.919475570250015 96.811377277450006 -0.074434999999999987 -0.046474999999999995 0.086355000000000029 39.468990633150007 43.022303514600004 98.327667663000014 97.483491810050012 100.53758024625002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 -3 -6 -2 -5 9 10 26 -10 -13 -14 16 -16 24 18 19 -17 21 -15 -22 -24 27 -21 -7 28 -11 -29
right_child=1 4 3 7 5 8 -8 -9 11 14 -12 12 13 20 15 17 -18 -19 -20 25 22 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0015180428275963164 -0.026515300531043812 -0.055221144252998428 0.070265069867727237 -0.10004111390945902 0.064321201955554783 0.070207409985509839 -0.10014751317696745 -0.012006563983395011 0.052434790165031386 0.0073880520295828995 -0.10009859766510323 -0.10005677352228265 0.082225264686940899 0.024666223070210117 -0.10004112932358269 -0.059319708398045838 0.078961645012504078 0.059771256488579477 -0.10010684257665321 0.097598664647295399 0.063555673056082021 -0.066415642845417774 -0.10004830874736995 0.011701528039235798 -0.075239274340880527 -0.0044736746832503178 -0.028025884108289014 -0.072448067260866111 0.10002475979842121 0.0086233485519213015
leaf_weight=0.34465213729913124 0.0038565312272566534 0.0044831012147597262 0.0028200354800788077 0.0014117545690117703 0.0038169224857307329 0.0023537152510435533 0.0038465001718876388 0.014660890548389432 0.0094202369217913223 0.011910353015067696 0.006871229912021895 0.0023074828129061578 0.0038172602937916389 0.0045650306130138318 0.0030218074195768599 0.0032613999180455258 0.0043777175047194907 0.0035075756869593624 0.0031325144158747863 0.001890538996437546 0.005257943822012833 0.0070076410041037818 0.0017264226052135468 0.014014377306673261 0.0020731024568551712 0.0042097528651562485 0.0022464569959766423 0.0031653260501087735 0.0035472639137879023 0.014714171843958727
leaf_count=1301 19 16 13 22 7 10 44 366 32 86 66 20 18 30 30 18 20 26 17 9 16 56 20 232 17 52 34 26 6 271
internal_value=-5.0899e-05 -0.00357834 -0.0228076 -0.00630458 0.000458118 0.00250053 -0.0632835 -0.0197392 0.000507572 -0.00696427 -0.0510409 0.0114216 0.00143728 0.00787323 0.00163305 -0.022815 0.0133223 -0.00823147 -0.0273223 -0.00296787 -0.000840577 -0.0304869 0.0154979 -0.000554993 0.00520735 0.0271595 0.022236 0.01021 0.0286466 -0.00572926
internal_weight=0.497947 0.153295 0.0265957 0.0188927 0.126699 0.122216 0.00770303 0.0160726 0.118399 0.0702829 0.0114714 0.0481164 0.0386962 0.0363887 0.0588115 0.0190236 0.0397879 0.0160018 0.0124942 0.00936169 0.0325714 0.0115727 0.0209987 0.0157408 0.0354102 0.00610029 0.00460017 0.0333371 0.0154576 0.0178795
internal_count=2900 1599 464 401 1135 1119 63 388 1112 688 110 424 392 372 578 152 426 122 96 79 354 86 268 252 406 61 44 389 92 297
is_linear=0
shrinkage=0.1


Tree=871
num_leaves=31
num_cat=0
split_feature=1 4 0 0 1 1 1 0 2 1 2 1 0 4 3 1 3 3 2 2 2 0 1 4 3 4 4 0 1 0
split_gain=0.000232459 0.000992492 0.00155844 0.00177295 0.00120458 0.00127698 0.0010562 0.000840851 0.000811643 0.00234836 0.00379342 0.00164413 0.00229899 0.00196148 0.00143125 0.00197421 0.00185652 0.00175924 0.00204946 0.00138995 0.00359985 0.00154584 0.00133803 0.0013298 0.00383622 0.00195317 0.00170425 0.00132191 0.00188181 0.00134024
threshold=69.873026810350026 38.703421923500009 94.776214472700005 94.832672093450014 70.085415002650009 70.133807249000014 70.182199495350019 93.262612545250008 -0.079824999999999993 71.52105164435001 -0.14143499999999998 70.96454081135002 96.249489528150022 39.091773401050006 0.088670000000000013 75.403185184700007 0.087530000000000011 0.10818500000000002 -0.090694999999999998 -0.074434999999999987 -0.058529999999999992 96.811377277450006 77.898074329750017 41.986601436450009 -0.072169999999999998 42.428475018400007 43.061965423550006 96.588235252600015 76.220476456350013 100.37896121655002
decision_type=2 2 2 2 2 2 2 2 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 6 -4 -3 -6 -2 -1 9 10 -7 -10 -13 -14 16 -16 23 18 22 -15 -21 -22 -17 24 -11 -25 -27 -28 -29 -30
right_child=1 4 3 -5 5 8 -8 -9 11 14 -12 12 13 19 15 17 -18 -19 -20 20 21 -23 -24 25 -26 26 27 28 29 -31
leaf_value=0.00036413506004775092 -0.024032714468082365 -0.051259443989274268 0.099868896051734324 -0.014793330432636545 0.060389794404745546 0.020662907625495806 -0.10013347764758299 0.025711900353416563 0.048525647366857799 0.038481943574341558 -0.10008921252638635 -0.075611714237959093 0.079368186884513914 0.044069282852681045 -0.10003721478752192 -0.055334098826542312 0.075796230157021305 0.055791447627725733 -0.10009666638562975 -0.10007562498321512 0.078320496022307257 -0.0037172625790138601 0.025296146400671782 0.065860598964861322 -0.084784313026089464 -0.082032159258072751 0.058277716035962379 -0.10005822673304893 0.097788762896688794 -0.0040972521217974142
leaf_weight=0.33101837056383177 0.0038308619588462637 0.0043537184548085852 0.0014636514965786765 0.017142547627711717 0.0036669871739951612 0.0044732352133977638 0.0034809202429169207 0.013625685550593403 0.0091746984752632127 0.0048458718417396796 0.00621789922405111 0.0035216191236871188 0.0035721192731170406 0.0060213424265924678 0.0027343459640976593 0.0031526126428218495 0.0041182318794570341 0.0033884942938851017 0.0028346896677111698 0.0037246618366459884 0.002631626951412616 0.018056423707692407 0.0059282665208647565 0.0062030671543830953 0.0052709035417015174 0.0021799378728490802 0.004492700259158734 0.0017848259789401419 0.0015227253018750284 0.0084871649717550915
leaf_count=1227 19 16 2 399 7 44 44 74 32 34 66 64 18 22 30 18 20 26 17 25 14 249 61 22 66 26 65 22 7 164
internal_value=-5.81371e-05 -0.00336895 -0.0211453 -0.00577346 0.00039646 0.00230228 -0.060262 0.00136627 0.00043932 -0.00656188 -0.0495658 0.0105785 0.00130131 0.00926628 0.00151205 -0.021771 0.0123072 -0.00778739 -0.0258676 0.00103825 -0.00957526 0.00671836 -0.00269629 0.00479114 -0.0257406 0.0173115 0.00100416 0.0121179 -0.00546475 0.0114019
internal_weight=0.49292 0.148276 0.025918 0.0186062 0.122358 0.118004 0.00731178 0.344644 0.114337 0.067635 0.0106911 0.0467025 0.0375278 0.0340062 0.0569438 0.0180384 0.0389054 0.0153041 0.0119156 0.0304341 0.0244127 0.0206881 0.00908088 0.0347872 0.0101168 0.0246704 0.0184674 0.0162874 0.0117947 0.0100099
internal_count=2900 1599 464 401 1135 1119 63 1301 1112 688 110 424 392 328 578 152 426 122 96 310 288 263 79 406 100 306 284 258 193 171
is_linear=0
shrinkage=0.1


Tree=872
num_leaves=31
num_cat=0
split_feature=2 2 3 2 3 1 2 1 3 2 3 1 2 4 0 2 0 1 2 2 3 2 0 1 3 2 4 1 0 2
split_gain=0.000236056 0.000427697 0.00079447 0.000429593 0.00104638 0.00100679 0.000585071 0.00141708 0.000519711 0.00138059 0.00116127 0.00146703 0.00129858 0.00149464 0.00176499 0.0012238 0.0010645 0.000874245 0.0012473 0.00240395 0.000822954 0.00153585 0.00147365 0.00215679 0.00156843 0.00206458 0.00156495 0.00419096 0.00224629 0.00159508
threshold=-0.62958999999999998 -0.59309999999999985 0.093760000000000024 -0.50001499999999999 0.098200000000000023 72.496961945650014 -0.26138499999999998 62.305017173150013 0.10500500000000003 -0.033594999999999993 0.10661000000000002 62.079186690200011 -0.063985 41.134354310300004 89.99344745865001 -0.069554999999999992 86.692020874450009 65.727424373200009 -0.011399999999999999 0.11529000000000002 0.093295000000000031 -0.24103499999999997 89.665455566700004 65.630639880500027 0.10332500000000001 -0.071129999999999985 40.496232821400007 61.971648364950006 85.839779647100016 -0.083794999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 20 10 -10 15 13 14 -13 -12 -11 -18 -19 -20 21 -8 26 -24 25 -25 28 -28 -22 -29
right_child=1 3 -4 6 -6 -7 8 -9 9 16 11 12 -14 -15 -16 -17 17 18 19 -21 22 -23 23 24 -26 -27 27 29 -30 -31
leaf_value=-0.018493185119666578 -0.013260247071063512 0.017960908478554288 0.04454748104791293 0.072474037771674951 -0.10007553887706727 -0.065097963049993574 -0.068674147892874085 -0.015982649269655171 -0.071237252198061693 -0.040923118933280718 -0.014154377781355157 -0.0066100749207677421 -0.099801120150968536 0.030886867142866294 -0.10006896543536035 0.045847593250474397 0.054363110273036322 0.052302843029556581 -0.10005649777021711 0.025386907169161699 0.0062765042892593799 -0.00063543596400057376 -0.1001759629933376 -0.047953591230413817 0.051212410134509168 0.017294348231455332 -0.04262748911828533 0.056152067310614687 0.075301995345578493 0.0058604793139665195
leaf_weight=0.0068546682669897155 0.0040299153540143129 0.0049349551892769053 0.0057977776394011471 0.0036322387853648967 0.0014444545853656036 0.0020721698165583995 0.0033527393343550363 0.0036120793758573876 0.0041672551225378556 0.0031712205504626943 0.0094739731761235291 0.0047393500863108845 0.0027101844536199194 0.0035815607248519407 0.0035226255397501948 0.005301329113454936 0.0055860965831016065 0.0036146792590443493 0.0024193278985231359 0.0041449998015234196 0.0089870924179883821 0.31743319053506752 0.002388314373092725 0.0090743100317533555 0.0047110550198379278 0.01041612491479783 0.011611595468018265 0.012105354873256147 0.009917137762386119 0.013165244249990771
leaf_count=49 53 39 31 19 21 73 135 41 19 33 38 9 16 19 61 17 20 8 28 36 26 1799 4 96 16 79 32 21 22 40
internal_value=-6.66905e-05 0.000195838 0.020843 -0.000234711 -0.0225771 -0.00660153 0.000173268 0.0283688 -0.000275063 -0.00964056 -0.0218412 -0.0148227 -0.0373574 -0.0230683 -0.0464578 0.00737413 0.011941 0.0225748 0.0051299 -0.0208461 0.000942951 -0.00134655 0.00985863 -0.00951466 -0.000567782 -0.0130836 0.0190926 0.00710159 0.0424872 0.0299516
internal_weight=0.487973 0.481118 0.00982769 0.471291 0.00845158 0.00700713 0.462839 0.00724432 0.455595 0.0524326 0.0334963 0.029329 0.0145537 0.0118435 0.00826198 0.0147753 0.0189363 0.0157651 0.010179 0.00656433 0.403162 0.320786 0.0823762 0.0265898 0.0242015 0.0194904 0.0557864 0.0368822 0.0189042 0.0252706
internal_count=2900 2851 84 2767 133 112 2634 60 2574 304 179 160 105 89 70 55 125 92 72 64 2270 1934 336 195 191 175 141 93 48 61
is_linear=0
shrinkage=0.1


Tree=873
num_leaves=31
num_cat=0
split_feature=1 2 2 2 3 1 4 3 4 2 2 2 4 2 2 2 3 2 0 1 0 1 2 2 3 3 3 3 3 2
split_gain=0.000306541 0.000315884 0.000308237 0.000305161 0.000332303 0.000832249 0.00110968 0.000952578 0.000898674 0.000513932 0.00138729 0.000997989 0.00202 0.000853667 0.000753522 0.000846158 0.000877884 0.000500856 0.00181741 0.000903755 0.00272406 0.00111933 0.00169912 0.000683705 0.000782069 0.00119694 0.00127044 0.0018417 0.00136271 0.00188054
threshold=89.912793714750009 -0.088099999999999998 -0.037524999999999996 0.68694500000000025 0.12746000000000005 68.961639504150014 41.289992964000007 0.43162500000000009 41.395309858300003 0.15675000000000003 0.20327000000000003 0.11529000000000002 41.43512228960001 0.36034500000000008 0.28022500000000006 0.25677000000000011 -0.11050499999999999 -0.0023999999999999998 86.345209775600011 66.697957758300021 93.442739239950015 70.343506983200015 0.048530000000000011 -0.031989999999999998 0.096995000000000012 0.088165000000000021 0.08708500000000001 0.083795000000000022 0.082620000000000013 -0.01762
decision_type=2 2 2 2 2 2 2 2 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 7 -7 8 -6 11 -11 17 -13 14 15 -12 -17 23 -19 -20 -21 -22 -23 -1 25 26 27 28 29 -25
right_child=1 2 -4 -5 5 6 -8 -9 -10 10 13 12 -14 -15 -16 16 -18 18 19 20 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00021926777882035447 -0.066624307524689494 0.032013254433473345 -0.04440225263808803 0.028159779906384498 -0.056984920110288599 -0.10006052505978139 0.0052730475742102326 0.032776354127826833 0.007676382323750933 -0.053729367554808762 0.021354998053463262 0.097210731215185836 -0.0307450642671399 -0.060853104985815733 0.059452677733945483 0.017893182936322766 -0.065804312950491425 -0.084540831989428897 0.041940483298528647 -0.10008303735451818 0.084864249170464451 -0.10003589955752222 0.024777329435466962 -0.090214232847894357 0.033778417055526228 -0.030315992696202568 0.074570370484258117 -0.073178517101579826 0.1000122421095499 0.058082565738940939
leaf_weight=0.38172900782847702 0.0013874553250708653 0.0010836634811965018 0.0010291977416319723 0.0038577429450606373 0.0039569004831036848 0.0022537832849629192 0.0017980644112691735 0.0050520025088189877 0.0047052802850012787 0.0063887571851601868 0.0071768413110699916 0.0030315922994955695 0.002080430553870246 0.0019695322304762409 0.0024856671887190105 0.0021169410793930848 0.0030713257010690559 0.0031599341047581107 0.0036833981200175012 0.0027995576752060112 0.0017717422941530003 0.001444146169169983 0.0044563629745996876 0.001481900125226864 0.013468538540564623 0.0070305529812959558 0.0032874010212253779 0.0023663529786333015 0.0019293417863082141 0.0020216684338330024
leaf_count=1716 191 50 119 36 19 29 17 15 29 44 51 13 63 46 10 15 48 92 21 11 7 37 71 28 42 36 5 13 6 20
internal_value=-6.72377e-05 -0.0295531 -0.00520957 0.000147526 -7.91579e-05 -0.0134983 -0.0533173 -0.00173382 -0.021861 0.000440299 -0.0140593 0.00121259 0.0451368 0.00100838 0.00921254 -0.000886869 -0.0316537 0.000691168 -0.015971 -0.000663844 -0.0156497 0.0151596 -0.00577064 0.0013892 0.0155284 0.00196119 0.0224296 0.000452197 0.0325227 -0.00464235
internal_weight=0.484075 0.00350032 0.00211286 0.480575 0.476717 0.017766 0.00405185 0.0137142 0.00866218 0.458951 0.0232091 0.435742 0.00511202 0.0168203 0.0148508 0.0123651 0.00518827 0.43063 0.0173151 0.0141552 0.0104718 0.00767225 0.00590051 0.413315 0.0315858 0.0181172 0.0110867 0.00779926 0.00543291 0.00350357
internal_count=2900 360 169 2540 2504 109 46 63 48 2395 214 2181 76 170 124 114 63 2105 239 147 126 115 108 1866 150 108 72 67 54 48
is_linear=0
shrinkage=0.1


Tree=874
num_leaves=31
num_cat=0
split_feature=0 0 1 3 3 4 0 3 2 2 2 4 4 1 2 3 4 3 4 4 2 3 0 0 3 1 1 1 1 1
split_gain=0.000232573 0.00163126 0.000982967 0.00189214 0.00244343 0.00178786 0.00163035 0.00193713 0.00169487 0.00154772 0.00268298 0.00147123 0.00167507 0.00243247 0.00592994 0.00319719 0.00229041 0.00205622 0.00243937 0.00191219 0.00352831 0.00161421 0.000994688 0.0030316 0.0011416 0.000938448 0.0024042 0.000891302 0.00172932 0.00285518
threshold=87.181320254150009 86.866770652900016 62.041548276350007 0.087405000000000024 0.09310000000000003 41.966555987550002 86.001087134900004 0.082975000000000021 -0.095714999999999995 -0.095019999999999993 -0.10282499999999999 43.509905336500005 41.872669623500009 61.917879202350001 -0.082074999999999995 0.087530000000000011 41.348489042950007 0.088565000000000019 42.801286935650005 39.852039223600009 -0.063985 0.093295000000000031 86.345209775600011 86.036037090600004 0.10575500000000003 62.00390986255001 61.885617704800005 61.960894532450006 62.116825104000007 62.197478847950002
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 5 -5 8 -8 -4 10 25 12 16 14 -14 -15 19 -17 -19 21 -21 -11 23 24 -6 26 -1 -2 -29 -30
right_child=27 -3 3 4 22 -7 7 -9 -10 11 -12 -13 13 15 -16 17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0026153911849570374 -0.045420179580488211 -0.039806899114320671 0.015181917625822553 -0.10011919358152305 0.036566582742081584 -0.019573817054435873 -0.0074681877434690687 0.044632277203046127 -0.073019060833439883 -0.0096151974367705163 -0.084565217424041175 0.057842947614381017 0.081997925789901449 -0.090669931596253542 -0.10008048331631357 0.058563265334727735 0.044506268194309875 -0.10010105532633087 0.0258609023832891 -0.078963838364878344 0.011816244588050265 0.048705682161149143 0.015328673668053662 -0.10009759138483575 -0.041038693591796606 0.048911839213031195 -0.078624372168680332 0.043666977245371968 -0.087734239960666427 0.00227253421895588
leaf_weight=0.029160537049989131 0.0039224297561304402 0.011126033327983009 0.0040452641256612312 0.0063788644698286462 0.0050512347464972129 0.0048520107412578506 0.015220042633245612 0.013436312088742852 0.0047215393855009127 0.0079880379267400908 0.0044764656392603996 0.006476187906062302 0.0061909953074064106 0.0064716480325727179 0.0025154365254867334 0.0037117224572167373 0.020572066606241446 0.0030060991867371101 0.0031468799119878099 0.0065325019031661187 0.012424226358220382 0.011692552978274762 0.0099853160936618224 0.0038788177741935223 0.0030341247971814589 0.00323109489803619 0.0041628127844836734 0.0098710005631801323 0.0035747259607887818 0.25023613674316664
leaf_count=216 11 24 45 27 27 21 29 13 44 28 20 35 7 24 64 9 43 27 14 17 44 29 20 21 25 11 31 19 7 1948
internal_value=-6.58011e-05 -0.00252744 -0.000477791 -0.00999877 -0.0273845 -0.0653216 0.00541589 0.0169605 -0.0323205 0.00462405 -0.0114925 0.0119126 0.00838205 -0.013299 0.0293924 -0.0360513 0.0175521 -0.000219161 -0.0356791 0.00320062 -0.0194666 0.0250342 -0.00797325 -0.0274211 0.0074443 -0.00254397 -0.00753323 0.00189804 0.00260193 0.00100486
internal_weight=0.481093 0.213489 0.202363 0.0706035 0.0331804 0.0112309 0.0374232 0.0286564 0.0087668 0.131759 0.0410309 0.0907284 0.0842522 0.0250428 0.00870643 0.0163363 0.0592094 0.0098647 0.00615298 0.0386373 0.0189567 0.0196806 0.0219495 0.0119642 0.00808536 0.0365544 0.0333233 0.267604 0.263682 0.253811
internal_count=2900 915 891 272 141 48 131 42 89 619 278 341 306 145 71 74 161 50 41 118 61 57 93 73 52 258 247 1985 1974 1955
is_linear=0
shrinkage=0.1


Tree=875
num_leaves=31
num_cat=0
split_feature=0 0 4 4 4 2 4 4 3 3 2 3 3 0 2 0 2 4 2 2 0 0 3 3 1 0 4 0 0 2
split_gain=0.000246575 0.000893728 0.00233087 0.000718544 0.00200517 0.00232837 0.00188415 0.00165727 0.000903201 0.00225632 0.00155278 0.00127512 0.00178076 0.00140625 0.00114117 0.00103009 0.00116384 0.00266722 0.00236214 0.000942361 0.000882321 0.00259977 0.00229739 0.00212199 0.00152308 0.00142259 0.00408224 0.00256517 0.00153681 0.00201392
threshold=98.201310130900012 97.483491810050012 41.028010303750008 40.621691032550004 41.134354310300004 -0.042409999999999996 40.305698932850007 40.496232821400007 0.089335000000000012 0.090865000000000015 0.11529000000000002 0.093295000000000031 0.098200000000000023 93.776108048200015 -0.076709999999999987 85.199926612050021 -0.072569999999999982 36.514114975300011 -0.011399999999999999 -0.15009499999999998 85.253695774650012 85.613949164150014 0.085155000000000022 0.085765000000000022 61.409760615700009 85.807518149550006 41.902916368500009 86.001087134900004 86.232294534150014 -0.082885
decision_type=2 2 2 2 2 2 2 2 2 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 -5 8 -8 10 -10 -1 13 14 -11 -13 -14 17 -17 -18 -19 23 22 -22 -6 -25 26 -23 -27 29 -29
right_child=-2 2 -4 4 20 -7 7 -9 9 11 -12 12 15 -15 -16 16 18 19 -20 -21 21 25 -24 24 -26 27 -28 28 -30 -31
leaf_value=-0.013216042588007314 -0.0061439935083457166 -0.0099028197264606193 0.061792947362662082 -0.058899822362964316 -0.0033552187686151248 0.011721420350802404 0.069555435791025758 0.0032527037066856753 0.061867020160283816 -0.058248838446851553 0.038424584775317849 0.010860293074393283 0.03369768998294996 0.0079207625087551192 0.062482206374300964 0.022132363274179931 0.045357351830272986 -0.027501887872443218 -0.03398514520356704 -0.092880148502137175 -0.003202242045896433 0.05932204321188015 -0.10010341602519356 -0.0011377551163503524 0.086055178689915232 -0.064042528695460052 -0.014756402042301673 0.062760025400044814 -0.0051333317100450328 -0.0055474061122301327
leaf_weight=0.053588993455997047 0.058816761689595431 0.010074150459366882 0.0082463114399331516 0.013040068695151064 0.018373803239166351 0.0072720421414629857 0.0080998456548160291 0.0070521727599590642 0.0072540711574511354 0.0064236767859592245 0.0065325296710980743 0.0086201183253322711 0.0064387079014579509 0.0064234745092335288 0.008509993148753392 0.0058717370098283943 0.0082198313425614344 0.0038909624554435062 0.0069037447042319513 0.0050872567302205499 0.0047270831114326062 0.013831572305207374 0.0050717641240379807 0.0030488502851688075 0.0058422226842220065 0.0068708550352647437 0.016095724166743208 0.0081222678882113541 0.13774272967357876 0.0092111069125735412
leaf_count=285 1063 46 33 44 205 30 33 21 17 27 37 34 23 13 28 21 25 9 27 32 23 22 42 34 27 41 60 18 552 28
internal_value=-8.30704e-05 0.000772859 0.0223685 -0.0002208 -0.00350439 -0.0336164 0.0052751 0.0386963 0.00148938 0.00891389 -0.00760501 0.00312795 0.00991656 -0.0251646 0.0365053 -0.00259209 -0.0103876 -0.0302734 0.00913838 -0.0645467 -0.000832756 -0.00311537 -0.0533571 0.0160513 0.0561557 -0.000549568 0.0194806 -0.00425108 -0.00160194 0.0264609
internal_weight=0.475304 0.416488 0.0183205 0.398167 0.24925 0.0203121 0.148917 0.015152 0.133765 0.0736436 0.0601215 0.0663895 0.0535424 0.0128472 0.0171301 0.0364122 0.0299735 0.01485 0.0151236 0.00897822 0.228938 0.201673 0.00979885 0.0272649 0.00889107 0.191874 0.0299273 0.161947 0.155076 0.0173334
internal_count=2900 1837 79 1758 1126 74 632 54 578 256 322 239 199 40 62 137 114 62 52 41 1052 786 65 266 61 721 82 639 598 46
is_linear=0
shrinkage=0.1


Tree=876
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 3 3 4 2 1 3 1 4 4 1 4 3 2 0 0 2 0 2 3 2 0 0 4 1 0
split_gain=0.00023478 0.00123751 0.000868745 0.00240282 0.00177344 0.00154094 0.00435304 0.00212769 0.00322789 0.00207358 0.00126501 0.00116788 0.00291589 0.00128629 0.00151179 0.0016009 0.00142681 0.00202861 0.00186795 0.00209416 0.00143303 0.000974951 0.00113894 0.00112197 0.000945978 0.000858676 0.00102417 0.00079894 0.00167392 0.00193545
threshold=87.181320254150009 86.866770652900016 66.697957758300021 66.318885161900013 65.630639880500027 0.082055000000000017 0.087265000000000023 38.938637541200009 -0.083794999999999994 63.431481129800005 0.098005000000000023 67.649671936450019 38.238138001450004 38.703421923500009 69.873026810350026 40.742467179200005 -0.22588499999999997 -0.033594999999999993 94.776214472700005 94.832672093450014 1.0000000180025095e-35 93.262612545250008 0.049615000000000013 0.098005000000000023 -0.036264999999999999 97.483491810050012 96.943111725850017 39.211875820650008 70.085415002650009 94.157869102700019
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -7 -8 -9 -2 -6 12 -4 16 15 -15 20 18 -18 -20 -13 -19 -23 -24 -10 26 -21 -16 -29 -30
right_child=2 -3 11 -5 10 6 7 8 24 -11 -12 13 -14 14 27 -17 17 21 19 25 -22 22 23 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00077524242812052112 0.076526420670735174 -0.03544401327878445 0.046903565848351071 0.059255874427234762 -0.067310163432115863 -0.041425496503564883 0.058936390438995206 0.042266333022683733 -0.043786573688672267 -0.006014593609046149 0.0031866930073009125 0.084272004165886039 -0.085760825866072754 0.070938061193984658 0.025541500918437866 0.002752737737618131 -0.083136760788154046 -0.052237245234983132 0.099826501419389951 -0.063221337187024843 -0.043854417423347697 0.051711498444325203 -0.060214420690160309 0.020540900489060793 0.00072698306808560676 -0.077798664272238721 0.024530240547111858 -0.074835082269295639 0.056320841104131415 -0.0035324411654211762
leaf_weight=0.19434575092980716 0.007255308513435893 0.010872072224103135 0.002497588036931119 0.0088572978788761247 0.0054725575976384278 0.015989034704034566 0.010426067478420009 0.014890014528646134 0.0088455062177672517 0.0052429466292664983 0.0047588094425670135 0.0025431324935321345 0.0049213010603722518 0.0066117331934947149 0.011392216901282767 0.0071855349297926807 0.0078611006239127524 0.0026111564147868341 0.0013120349480004742 0.0022780808992486088 0.0013291594780040772 0.005017412917103785 0.00277666258550945 0.0045228096982144767 0.010372417335474893 0.0031085354579211142 0.003195936650925546 0.0030915314684989139 0.0057280679209013993 0.095097392136484535
leaf_count=891 25 24 9 33 31 25 20 21 13 26 11 40 46 14 64 51 50 8 2 35 34 29 70 31 34 186 11 12 86 968
internal_value=-7.2337e-05 -0.00261193 0.00189292 0.00973874 0.00447059 0.00993384 0.00333251 0.019402 0.00731714 0.0419009 -0.0345207 -0.00228244 -0.041099 -0.000544113 0.00414469 0.0354276 -0.0171038 -0.023904 -0.0467477 -0.0178371 0.0402928 0.00326672 0.0150335 -0.0101778 -0.0197614 -0.0358246 -0.0119887 0.000401555 -0.00235449 -0.000132073
internal_weight=0.470409 0.205218 0.265191 0.09211 0.0832527 0.0730213 0.060523 0.044534 0.0341079 0.0124983 0.0102314 0.173081 0.00741889 0.165662 0.129106 0.0137973 0.036556 0.0326837 0.0177557 0.00989459 0.00387229 0.014928 0.0123169 0.00729947 0.0192179 0.00858255 0.00547402 0.115309 0.103917 0.100825
internal_count=2900 915 1985 239 206 164 113 88 68 51 42 1746 55 1691 1195 65 496 422 284 234 74 138 130 101 47 232 46 1130 1066 1054
is_linear=0
shrinkage=0.1


Tree=877
num_leaves=31
num_cat=0
split_feature=0 1 4 3 2 2 2 2 3 1 2 3 2 4 1 1 3 0 0 4 2 0 2 0 4 2 2 1 1 1
split_gain=0.000225796 0.00248116 0.00175634 0.0011982 0.000703129 0.00268394 0.00211862 0.00152239 0.0013451 0.0027743 0.00128967 0.00118446 0.000871852 0.000834896 0.000604396 0.00140312 0.000945369 0.000716235 0.00178352 0.00163366 0.00291706 0.00114054 0.00318821 0.00113396 0.00306013 0.00406736 0.00692929 0.00117699 0.00239683 0.00131054
threshold=85.613949164150014 61.917879202350001 43.968221017800005 -0.15684499999999998 -0.074434999999999987 -0.093604999999999994 -0.054494999999999995 -0.10965999999999999 0.10273500000000002 60.474177186300004 -0.11911999999999999 0.094625000000000029 -0.14143499999999998 40.742467179200005 61.917879202350001 61.923256118600001 0.095845000000000027 85.807518149550006 85.968825637350008 42.102795028150005 -0.084239999999999995 86.232294534150014 -0.048664999999999993 87.181320254150009 42.541806567400009 -0.065399999999999986 -0.12350999999999999 62.116825104000007 62.197478847950002 62.305017173150013
decision_type=2 2 2 2 2 2 2 2 2 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 7 -6 10 9 13 11 12 -1 -8 16 -16 -2 19 -19 -17 -21 22 -20 24 25 26 -23 -25 -29 -30
right_child=14 2 -4 -5 6 -7 8 -9 -10 -11 -12 -13 -14 -15 15 17 -18 18 21 20 -22 23 -24 27 -26 -27 -28 28 29 -31
leaf_value=-0.0027233646153121986 -0.038364897217539308 0.0067211671351959726 0.017640399290931835 -0.1000831928037236 -0.10011457656343502 0.060643084920809713 -0.10003671405552113 -0.074184791224802177 -0.056974151990158442 0.099004706682011931 0.069892482390546337 -0.055839013885890125 0.060209382177228044 0.0062178433573436172 0.05860545592660097 0.036322425259692419 0.0078159128367765399 -0.040440026345273918 0.044428353319536491 -0.044121723964594003 0.049546603627456332 0.0064415157176034897 -0.033284102401927751 0.035906129522293773 0.019639110432964641 0.0178678758310764 -0.091851514889249142 -0.084971197835157261 0.051496737703697962 0.00091758010957838942
leaf_weight=0.016465381488809359 0.009688673605403153 0.0012987936540712619 0.0025527165229703996 0.005492067556017978 0.0024827961628943749 0.0081315687066307873 0.001232957535011181 0.002826519465202181 0.0024962234994561072 0.0029818404941783783 0.0026011077475232005 0.00374510892663693 0.0025410849193576749 0.0018477120779990391 0.00426694938505534 0.017062891703062633 0.008171429059075308 0.010751354924209977 0.017785228547396059 0.0090015194623358497 0.0052719834826984177 0.012746094939856789 0.0075076739096289194 0.0099769837934218508 0.019815536863688976 0.013300741797593219 0.016400219602928701 0.0032102434124681159 0.0052350589030538677 0.23887957805862356
leaf_count=173 28 20 13 124 5 15 13 13 10 14 8 19 5 91 6 34 21 53 40 35 19 27 31 20 36 37 35 7 12 1936
internal_value=-6.60106e-05 -0.00598023 -0.0530742 -0.0796562 0.00331238 0.010032 -0.0187855 -0.00457267 0.00480723 0.0302456 0.00318825 -0.00443781 0.00569048 -0.0363078 0.000753678 0.00157497 -0.0172361 0.000946077 -0.000331072 0.0154393 -0.0095249 0.000919375 0.021361 -0.000698542 -0.0128081 -0.0279554 -0.0488666 0.00223176 0.000873351 0.00200225
internal_weight=0.465768 0.0566959 0.00934358 0.00679086 0.0473523 0.0363108 0.0110415 0.0281792 0.00855873 0.00606251 0.0253527 0.0227516 0.0190065 0.00308067 0.409072 0.391212 0.0178601 0.386945 0.355609 0.0313364 0.0142735 0.344857 0.0252929 0.319564 0.0622626 0.0424471 0.0291463 0.257302 0.247325 0.244115
internal_count=2900 523 157 144 366 233 133 218 128 118 205 197 178 104 2377 2328 49 2322 2234 88 54 2181 71 2110 135 99 62 1975 1955 1948
is_linear=0
shrinkage=0.1


Tree=878
num_leaves=31
num_cat=0
split_feature=1 2 1 3 4 2 2 0 3 0 1 2 2 4 2 2 3 1 4 1 3 0 0 2 2 4 2 2 3 0
split_gain=0.000245235 0.000277614 0.000310933 0.00110509 0.001079 0.000892802 0.000492541 0.000442657 0.00131201 0.00119302 0.000601443 0.00132905 0.00131146 0.0012069 0.00100438 0.00139624 0.00140399 0.00109525 0.00140708 0.00100375 0.000781836 0.000729907 0.000803936 0.000658889 0.000537955 0.000527175 0.000453584 0.00123255 0.00249834 0.00137325
threshold=89.912793714750009 0.68694500000000025 84.600400448950026 0.075065000000000021 42.508878681700004 -0.046474999999999995 -0.15726999999999999 97.835679825150024 -0.2485 97.550703263350016 78.220689305400015 -0.59681499999999998 -0.08756499999999999 41.395309858300003 -0.22573999999999997 -0.092864999999999989 -0.087385000000000004 81.524804347700012 42.406961525800007 80.677940036650014 0.089335000000000012 100.87363751255002 98.851916998450022 -0.13978499999999996 -0.14380499999999999 41.24714903835001 -0.071129999999999985 -0.053019999999999991 0.087530000000000011 86.280686780500005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 6 -5 -6 -4 9 -9 26 11 -10 13 23 -12 16 -16 19 -19 25 -14 22 -22 -13 -15 -17 -1 28 -28 -30
right_child=-2 -3 3 4 5 -7 -8 8 10 -11 14 12 20 24 15 17 -18 18 -20 -21 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0024485767967752127 -0.026802034725235818 0.026896402825641166 0.0996834469837794 -0.10003405393709444 -0.022180140782306838 0.091449388319443978 0.025631625513549802 -0.10003168882784025 -0.10007018486182812 0.037242502554079564 0.042283739000950976 0.005815367789057807 -0.10010155878779713 0.012626961454371225 0.03255816481731446 0.014481589823869016 -0.10002826043863254 -0.10003711032979884 0.017151639261594537 0.045639145532562847 -0.0028468033777122662 0.024305835197419117 -0.10005128235464858 0.089409084257332322 -0.069656734871292897 -0.026556360768204321 -0.016386219861812219 -0.0014282405755730067 0.0035917255504231945 0.057351731329515113
leaf_weight=0.26713139257066143 0.0034083837146081644 0.0038398893385792046 0.0016897558912276622 0.001103261126894438 0.0021187369814821 0.0010264659579863888 0.0019173950395757712 0.0015451476758019935 0.0019279791652656577 0.0087216311545716962 0.0050807648795846627 0.0015731633408695147 0.0017406475627142768 0.00165234029282324 0.0011238742945351987 0.00735902081629514 0.0027601052902659377 0.0021339669551012899 0.0019708384870682494 0.0063547754228920885 0.0017027392131865327 0.0020334089495905872 0.0017006281312558214 0.0023535055455212728 0.0015305000532928048 0.0054474346179631539 0.011667774000784448 0.085639711812551256 0.0068755988395592374 0.015380211200600513
leaf_count=1095 360 36 11 77 55 8 36 39 13 30 59 36 31 33 6 31 72 57 13 32 17 14 24 16 11 25 26 571 26 40
internal_value=-7.78826e-05 0.000121386 -0.000105443 0.0196164 -0.0149437 0.0149039 0.0603209 -0.000453275 -0.00931947 0.00066764 -0.00642625 -0.0221352 -0.0116181 0.0188238 0.00147674 -0.00615975 -0.0616628 0.00310582 -0.0437713 0.013148 -0.041772 -0.0230971 -0.0514189 0.0559185 -0.02694 -0.00297457 -0.000157281 0.00496199 0.0210941 0.0407434
internal_weight=0.460511 0.457103 0.453263 0.00785561 0.00424846 0.0031452 0.00360715 0.445407 0.0499908 0.395416 0.0484457 0.0162149 0.0142869 0.00710951 0.0322308 0.02715 0.00388398 0.023266 0.00410481 0.0191612 0.00717742 0.00543678 0.00340337 0.00392667 0.00318284 0.0128065 0.386695 0.119563 0.0339236 0.0222558
internal_count=2900 2540 2504 187 140 63 47 2317 529 1788 490 195 182 96 295 236 78 158 70 88 86 55 41 52 44 56 1758 663 92 66
is_linear=0
shrinkage=0.1


Tree=879
num_leaves=31
num_cat=0
split_feature=1 0 0 4 2 0 4 0 2 2 4 2 0 3 2 3 3 1 2 0 2 0 2 3 3 3 2 2 2 3
split_gain=0.000236432 0.00084457 0.00186234 0.001634 0.00344773 0.00132949 0.000833087 0.000804989 0.00157446 0.00426593 0.00207617 0.00149035 0.00295835 0.00148127 0.00228554 0.00162296 0.00185044 0.00172076 0.0010535 0.0023555 0.000994855 0.000933318 0.000732455 0.000627274 0.00389989 0.00220365 0.00253266 0.00250396 0.00216942 0.00213356
threshold=69.873026810350026 94.614906984850009 94.047642319350018 39.468990633150007 -0.073724999999999999 93.577162146500015 42.049402686800001 89.057864029250013 -0.079074999999999993 -0.072569999999999982 40.21994457600001 -0.022239999999999999 91.144107538500023 0.10133000000000002 -0.08756499999999999 0.083905000000000021 0.081815000000000013 67.316303128300021 -0.12835499999999997 90.662873533100012 1.0000000180025095e-35 88.76213363490001 0.22542000000000004 0.083415000000000031 0.085765000000000022 0.082055000000000017 -0.065399999999999986 -0.048664999999999993 -0.040019999999999993 0.08784500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 -2 -5 -4 21 13 -10 20 -12 -13 14 15 16 18 -17 19 -9 -11 23 -22 25 -25 26 -1 -28 -29 -26
right_child=1 -3 6 5 -6 -7 -8 8 9 10 11 12 -14 -15 -16 17 -18 -19 -20 -21 22 -23 -24 24 29 -27 27 28 -30 -31
leaf_value=-0.01170552885653775 -0.10012389824728725 -0.00029559831767738819 -0.10005998245878119 -0.030552192595245855 0.019866045612632003 0.074509023504270647 -0.0030806366377630588 0.048653113082827271 -0.10017131055328883 0.051139469180935426 -0.077999051660663218 0.068608157214498158 -0.078736407586801935 -0.022326739588621206 0.065736715321106948 0.0078966841354575282 -0.079004602592076589 0.0649845441800707 0.047501633785299778 -0.10006842905036262 -0.023356166453560298 -0.045550312797644731 0.030088518536869731 -0.055218258973528694 0.024822607725348111 0.042520825016232951 0.10004297994123844 -0.10006902499974391 0.032166167898576251 -0.0055359932084487933
leaf_weight=0.048075773434567197 0.0040684936640557699 0.11665923873994644 0.0036625530423634411 0.0018200613907229249 0.0058205378638056578 0.0035612251640664283 0.0011683608162594452 0.0021550720978211757 0.0043088860604711945 0.0085231027333065867 0.0039924216826037187 0.0030257653046845698 0.0024790822910176757 0.0069873456609457199 0.011458919801953016 0.013807054956146203 0.0033559680960024716 0.0085493458885252949 0.0038161962529557059 0.0021053694393273759 0.0048422040126752108 0.0047336560493391735 0.0054510921811328217 0.013713780046199275 0.029010186545376584 0.014063748322769243 0.0043674088374245912 0.0015606283486704342 0.0060510372166602336 0.11458922884014792
leaf_count=303 24 1388 46 63 21 20 37 10 9 18 13 19 32 19 10 40 10 25 14 40 17 9 28 47 65 28 7 5 111 422
internal_value=-7.57802e-05 -0.00355764 -0.0224892 -0.00536897 -0.0294996 0.0389752 -0.0766054 0.00140754 0.00976144 -0.00747479 0.00663213 -0.0314835 0.00225222 0.020526 0.0271435 0.0140553 -0.0165921 0.0297277 0.0093412 -0.0248402 0.0258704 -0.00159414 0.00494691 -0.00069507 -0.0042686 0.00688959 -0.0014546 0.0396856 0.00505384 0.000597101
internal_weight=0.457784 0.13676 0.0201012 0.0152703 0.00988903 0.00538129 0.00483091 0.321023 0.0848578 0.0326226 0.0283137 0.00949727 0.00550485 0.0522353 0.0452479 0.033789 0.0114326 0.0223564 0.00807664 0.00426044 0.0188164 0.236165 0.0102933 0.231432 0.157313 0.0741186 0.0600548 0.0119791 0.00761167 0.143599
internal_count=2900 1599 211 128 45 83 83 1301 304 136 127 64 51 168 149 139 74 65 64 50 63 997 45 988 534 454 426 123 116 487
is_linear=0
shrinkage=0.1


Tree=880
num_leaves=31
num_cat=0
split_feature=2 0 1 3 0 1 1 0 0 2 3 3 0 0 1 3 2 3 4 0 1 0 3 1 3 2 2 3 3 1
split_gain=0.000217137 0.000501082 0.00116774 0.00110636 0.000935412 0.000617042 0.00196516 0.00105675 0.000990483 0.00084126 0.000824815 0.00322488 0.000992249 0.00152493 0.00140963 0.00154979 0.000924363 0.00126295 0.00148443 0.00118176 0.000829666 0.000858388 0.00074648 0.00072375 0.000834997 0.00098757 0.000598069 0.000690305 0.00111029 0.000581862
threshold=-0.11808 101.15323715815002 83.366398167100016 0.074640000000000026 104.3578792496 62.020040611300011 61.885617704800005 86.345209775600011 86.530713386650021 -0.23155499999999998 0.085345000000000018 0.087205000000000019 89.219171517050015 90.662873533100012 72.026481772850005 -0.23472499999999999 -0.16187499999999996 0.10818500000000002 39.788107623550012 94.354126546200021 74.104659907650017 97.900202820250016 0.082975000000000021 61.82916008405001 0.090640000000000012 -0.14143499999999998 -0.23557500000000001 -0.15148999999999999 -0.084259999999999988 55.895732990150002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 6 23 9 -9 -7 12 -12 -10 -14 22 -16 17 18 -13 -20 -17 -22 -15 24 25 26 -1 29 -29 -28
right_child=-2 2 3 4 -6 7 -8 8 10 -11 11 16 13 14 15 20 -18 -19 19 -21 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.053668389534432738 -0.0013332608048961755 -0.059897824261032143 0.058682483768539573 0.0069867698443111777 -0.10001020377512522 0.012782721200049092 -0.074673896704807244 -0.030790648002435739 -0.048965610948153881 0.073829242239355941 0.097893546498677403 -0.044367629112552626 0.060732642747732879 -0.068355818991306175 0.09747895147428115 0.06376708243640393 -0.014255703227471243 0.070332014668840495 0.058869660575351548 -0.0023605824263159508 -0.0814306251521838 0.019400777939399195 0.01214556334003393 0.053770576025084275 -0.047968696756812562 0.061407975152737632 -0.004654121460554164 -0.10003749983915394 0.02127186646450191 0.041583309577981564
leaf_weight=0.0020703470160053509 0.34055360049171712 0.0039618327256673389 0.0026534543218734367 0.0027297903118714694 0.0011661052620929434 0.0045928581744510899 0.0036895062304241047 0.0064880033428380548 0.0042149076271036498 0.0044393503519371763 0.0045763228404211978 0.004016982171227256 0.0038183500809623174 0.0043223833850472015 0.0018697637891136208 0.0011233288986005731 0.011700107915824098 0.0041369651812068744 0.0057599340854039838 0.0069619535559297674 0.0018474580663141449 0.0015548662794827584 0.0015703922410352789 0.0025713367675329881 0.0033889332151126874 0.0027435087977210051 0.0062612390320282377 0.0014873383055951095 0.0015312116059675923 0.004814382671301921
leaf_count=73 1809 105 65 30 181 33 32 11 23 30 12 36 19 73 16 9 43 22 23 39 57 22 6 9 23 6 12 28 14 39
internal_value=-7.68275e-05 0.00374141 -0.0170432 0.00888047 -0.0250392 0.00589273 -0.00656947 0.0107684 0.00624692 0.0427872 0.010428 0.0192879 -0.00576995 0.00553388 -0.0116182 0.0208931 0.00824519 0.0208561 0.00862825 0.0253619 -0.0107482 -0.0353506 -0.0469026 0.00353463 -0.0022587 0.00593402 -0.00348125 0.00389094 -0.0385012 0.0154445
internal_weight=0.452617 0.112063 0.0105112 0.00654935 0.0038959 0.101552 0.0285578 0.0729939 0.0639617 0.00903221 0.0574737 0.0371523 0.0203215 0.0161065 0.0122882 0.00639542 0.0325759 0.0208758 0.0167389 0.0127219 0.00452565 0.00340232 0.00589278 0.0248683 0.022297 0.018908 0.0161645 0.0140942 0.00301855 0.0110756
internal_count=2900 1091 381 276 211 710 236 474 411 63 400 175 225 202 183 104 163 120 98 62 88 79 79 204 195 172 166 93 42 51
is_linear=0
shrinkage=0.1


Tree=881
num_leaves=31
num_cat=0
split_feature=1 2 2 3 3 3 4 4 2 2 2 4 4 4 3 0 0 0 0 0 2 4 1 2 0 1 1 4 4 2
split_gain=0.000284294 0.000219208 0.00236837 0.00114501 0.00254818 0.00237954 0.00174752 0.00360148 0.00158336 0.00215441 0.0010488 0.00102275 0.00167879 0.00101302 0.00100021 0.000976827 0.00108375 0.000946718 0.00139967 0.00149638 0.00117744 0.00109998 0.000902524 0.00089773 0.000741748 0.000710936 0.000850057 0.00148674 0.00271287 0.00222236
threshold=55.583871847050013 -0.092289999999999997 -0.088514999999999996 0.083565000000000014 0.085715000000000027 0.081815000000000013 36.514114975300011 38.238138001450004 -0.095019999999999993 -0.10098 -0.097799999999999984 41.468518788800004 42.541806567400009 36.173488152900006 0.12191500000000002 89.528344202050008 89.99344745865001 97.671683879200017 90.437043050150024 86.420486603250012 -0.43448999999999999 41.840895355800008 69.873026810350026 -0.15484000000000001 95.141844778450022 61.409760615700009 62.009286778800011 40.21994457600001 42.686561923500008 -0.073724999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 11 5 23 -2 13 -8 9 14 -11 -3 -13 15 17 -6 -17 18 19 21 -19 -9 -20 -5 -24 -4 27 -27 29 -29
right_child=1 2 25 4 6 -7 7 8 -10 10 -12 12 -14 -15 -16 16 -18 20 22 -21 -22 -23 24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.042572671761202829 -0.0017454855075263031 -0.00023742362301413177 -0.044616996442369543 0.010637355023679521 -0.01910605402074389 -0.069583599294605739 -0.07488372569333078 -0.0065974193929191315 0.048663778531656793 -0.10006532397308653 -0.018048457047464116 -0.10014551635814967 -0.021895603295231884 0.099788182167738465 -0.03500312011645542 0.10002016440923894 0.010135993766606772 0.0046968104468175726 0.064375100921894704 -0.021818174252218488 -0.072748982214774383 0.045228510703022556 -0.0021743964745985569 0.064974737466423446 0.04676114501434913 0.037269917004142027 -0.0020251677039621833 -0.057215231003797801 0.033713128714105943 0.0021810234746601751
leaf_weight=0.0015678853560228126 0.05373959291143806 0.0047579029465122371 0.0034271420487354534 0.0043845056178682023 0.0031647548420951051 0.0057211315644083082 0.0062387933144115717 0.0074885971361133624 0.0072237170059672581 0.0029350391421669401 0.003325949599545912 0.004815435879152119 0.0063667946676861931 0.0022981040511129156 0.0057309225069841754 0.0024510574148735027 0.0029630164852739202 0.0057648075496883307 0.0068200640335760445 0.015079591497880074 0.0029768005682948113 0.0090380651221835251 0.007089261909356992 0.0099191809303906774 0.0055009891914377107 0.016357498800090298 0.19569886349246668 0.0091210480795780313 0.017273085836009117 0.020362425225976644
leaf_count=115 690 24 53 30 19 44 54 24 27 21 21 23 32 11 33 5 59 65 28 36 44 21 24 35 20 39 1179 22 42 60
internal_value=-6.49247e-05 8.38302e-05 -0.00164458 0.00291456 0.00894029 -0.00827266 0.0030785 -0.00173958 0.00403868 -0.000454124 -0.0564965 -0.0390699 -0.0555926 0.0408246 0.00490372 0.0250293 0.0508283 0.00873087 0.013941 0.000960685 -0.021676 0.021745 0.0350772 0.0483187 0.0192067 0.000630295 0.00122945 0.0113211 0.00224306 -0.0161939
internal_weight=0.449602 0.448034 0.27818 0.169854 0.110393 0.0594607 0.0960895 0.0852126 0.0789738 0.0717501 0.00626099 0.0159401 0.0111822 0.0108769 0.0654891 0.00857883 0.00541407 0.0597582 0.0510166 0.0316063 0.00874161 0.0165267 0.0194103 0.0143037 0.0125903 0.26224 0.258813 0.0631141 0.0467566 0.0294835
internal_count=2900 2785 1474 1311 577 734 512 418 364 337 42 79 55 94 295 83 64 262 153 81 109 45 72 65 44 1395 1342 163 124 82
is_linear=0
shrinkage=0.1


Tree=882
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 1 1 1 2 1 3 2 2 2 3 1 2 4 0 2 2 2 3 3 2 1 0 0 3 2
split_gain=0.000216888 0.000398628 0.000709851 0.000724351 0.00056199 0.000993169 0.00079117 0.00251396 0.000515721 0.00133326 0.000401269 0.00103866 0.00136647 0.00142519 0.00121248 0.00119129 0.00122536 0.00126712 0.00150865 0.000864205 0.00125496 0.000805827 0.000515304 0.00128173 0.00263699 0.00148166 0.00173004 0.00197454 0.00253028 0.00253031
threshold=-0.62958999999999998 -0.58350999999999986 -0.50001499999999999 72.496961945650014 63.910026677050006 69.64719632740001 75.645146416450004 78.285212300550015 -0.26138499999999998 62.305017173150013 0.10500500000000003 -0.033594999999999993 -0.026349999999999998 -0.021344999999999999 0.10661000000000002 62.079186690200011 -0.063985 41.134354310300004 89.99344745865001 0.03546500000000001 0.20327000000000003 -0.069554999999999992 0.093295000000000031 0.09495000000000002 -0.046474999999999995 62.245871094250013 88.576630023850015 89.665455566700004 0.10332500000000001 -0.058529999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 -6 -7 -8 9 -4 22 14 -13 -14 -12 21 17 18 -17 -15 -21 -16 -10 24 -24 -25 -27 -28 29 -29
right_child=1 2 8 -5 5 6 7 -9 10 -11 11 12 13 19 15 16 -18 -19 -20 20 -22 -23 23 25 -26 26 27 28 -30 -31
leaf_value=-0.018905341565649523 0.064444575393174081 -0.014935456514636323 0.071576339984503315 -0.10002474896886543 -0.05781664285314167 0.058380890758589793 -0.10005847326909877 0.055681965413551339 -0.0010562552359749671 -0.017547191501634855 -0.072831382405578529 0.074094420000810665 -0.066853552986405759 0.055742637505182095 -0.010564270852709629 -0.0056870808999703419 -0.099743239164429121 0.031734628841863441 -0.10005626815440655 -0.036661579338550916 0.041184727127171986 0.040249318058031273 0.061140474221127554 0.014301373241614825 -0.031694833909025208 -0.1000978201432101 0.08074474727615201 -0.074874683077198356 0.048158685695826903 0.011392179230935105
leaf_weight=0.0060258561311131156 0.0021554275481321531 0.0038592120653551331 0.0034045780452672597 0.0013505837796181411 0.001855641858128366 0.0035666615935241461 0.0017006466691481532 0.0026538995955346779 0.29457738074279871 0.0033108609082995386 0.0038287598399242033 0.0028244589084351892 0.0027430142690718631 0.0033967179095693136 0.0084367695327993708 0.0042193086119368586 0.0023483857998361059 0.0032704822394675759 0.0028305258299284094 0.0049255509708580926 0.0035731393696203737 0.0049531899067840586 0.010642364353950044 0.035960887596274915 0.0042943724840356018 0.002320827796977786 0.0021896641483181148 0.0084193596348774852 0.0042264165096135278 0.0057032276742431951
leaf_count=49 6 39 19 57 9 22 17 67 1934 41 19 9 14 20 38 9 16 19 61 52 30 17 43 92 31 13 8 76 16 57
internal_value=-6.22678e-05 0.000196059 -0.000307003 -0.0369939 0.018224 0.00803409 0.0234605 -0.0051417 0.000145486 0.0276365 -0.000298634 -0.00896418 0.0104117 -0.00187574 -0.0202853 -0.0125648 -0.0345462 -0.0197106 -0.0435765 0.0131078 -0.00393234 0.0082326 0.000815343 0.00829029 0.0344499 0.00164736 -0.018259 -0.0090114 -0.0197224 -0.0400369
internal_weight=0.445568 0.439542 0.42761 0.0052098 0.0119323 0.00977685 0.00792121 0.00435455 0.4224 0.00671544 0.415685 0.0473503 0.0174629 0.0146384 0.0298874 0.0260587 0.0126687 0.0103203 0.00704983 0.0118954 0.00849869 0.01339 0.368335 0.0737571 0.0149367 0.0588204 0.0228595 0.0205387 0.018349 0.0141226
internal_count=2900 2851 2730 96 121 115 106 84 2634 60 2574 304 125 116 179 160 105 89 70 102 82 55 2270 336 74 262 170 157 149 133
is_linear=0
shrinkage=0.1


Tree=883
num_leaves=31
num_cat=0
split_feature=3 2 3 0 2 0 1 3 4 4 4 3 4 2 0 0 4 1 0 0 0 4 3 3 4 4 4 2 1 3
split_gain=0.000207367 0.00107492 0.000774458 0.0013662 0.00110301 0.000626991 0.00177243 0.000625506 0.000358541 0.00209034 0.000627648 0.000812377 0.00125149 0.00080262 0.000669483 0.000580084 0.000531408 0.000979497 0.000874364 0.000839478 0.00201634 0.00108341 0.000784143 0.00105475 0.0010537 0.00103273 0.000767053 0.000893319 0.00309921 0.00135421
threshold=-0.25765499999999997 -0.23557500000000001 -0.27687999999999996 86.597924839850023 -0.060760000000000002 76.591483678350016 55.788194664950005 -0.25276999999999999 47.673928029900004 45.90502654165001 48.919835655300012 0.070195000000000021 49.49736495185001 -0.16030499999999998 92.313586825200005 97.550703263350016 43.411469133450005 83.715897724050009 107.15656416340002 96.249489528150022 107.81523640540001 43.673409002000007 -0.2485 -0.15684499999999998 40.742467179200005 43.245737185650007 43.812290675100009 -0.098345000000000002 62.00390986255001 0.082325000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 6 -3 -2 9 16 14 12 -12 -13 -10 -16 17 22 -19 21 -21 -18 -9 24 -24 -25 -23 28 -28 -29
right_child=7 2 3 4 -6 -7 -8 8 10 -11 11 13 -14 -15 15 -17 19 18 -20 20 -22 26 23 25 -26 -27 27 29 -30 -31
leaf_value=-0.10005506709945988 0.042480676570515186 0.046750831890099938 -0.085541535464488477 -0.039463590416305004 0.098135845808057509 0.034953929476997284 -0.10005155084436285 -0.043067982125585658 0.054843251329207005 -0.078748933603707966 -0.090188023393678193 0.063168418266893386 0.0069163722903423236 -0.012980672299282387 -0.03572118715295574 0.028605613594230739 0.056828909594406785 -0.10002463051059554 -0.0032576498592889885 -0.063782461621109468 0.065680710856161728 -0.03964369903718537 -0.0084809693517751469 -0.0002663004062743743 0.059582095585470174 -0.041256107116063687 -0.10007711800280035 -0.023355747785270511 0.03564339111319783 0.052481668802552173
leaf_weight=0.0012589898365858677 0.0034937696657594266 0.0018062480012109184 0.0025800522196965771 0.0013589422245721128 0.0010197078824379369 0.0055025402413750868 0.0015099773105577488 0.0042994533098275048 0.0052749030526797244 0.0034020644592332996 0.0022082024394203268 0.0025776601621938511 0.0033268645069125524 0.0029893539056453861 0.0021422224355771569 0.0040563063149807732 0.0059545641263425457 0.0018850329983020834 0.0018503505500981109 0.0038597679358893791 0.0017477634765362959 0.0028481495985702146 0.0037566664360633162 0.33972855978204691 0.0057652173863829148 0.0062598659272969917 0.0025760512526997554 0.0031923428942973774 0.0048506943705606265 0.0089727235926191189
leaf_count=63 24 24 20 30 22 38 31 22 16 95 22 32 37 145 17 35 33 89 269 49 25 18 37 1489 28 36 28 28 44 54
internal_value=-6.47882e-05 -0.0116068 -0.00352438 -0.0351424 0.0195242 0.0142541 -0.0200927 0.000341637 -5.97906e-06 -0.000696384 0.0122559 -0.00469468 -0.0318232 0.0222782 0.0286578 0.00637416 -2.84391e-05 -0.00114657 -0.0520904 0.0119265 -0.0234312 0.0189091 -0.000617695 -0.000104312 0.0327292 -0.00100792 0.0088469 0.0158962 -0.0114328 0.0325805
internal_weight=0.442055 0.0150365 0.0137775 0.0049587 0.00237865 0.00881877 0.00331623 0.427019 0.423525 0.400949 0.0225755 0.0111021 0.00553507 0.00556701 0.0114734 0.00619853 0.397547 0.363545 0.00373538 0.0340021 0.00560753 0.0283945 0.35981 0.35551 0.00952188 0.345988 0.02244 0.0195918 0.00742675 0.0121651
internal_count=2900 228 165 72 52 93 55 2672 2648 2344 304 236 59 177 68 52 2249 1970 358 279 74 205 1612 1590 65 1525 172 154 72 82
is_linear=0
shrinkage=0.1


Tree=884
num_leaves=31
num_cat=0
split_feature=0 2 2 2 2 4 1 1 3 4 2 1 4 4 3 0 2 4 4 2 2 0 2 3 3 4 3 0 0 2
split_gain=0.00020982 0.000387869 0.000311624 0.00241352 0.000799501 0.00125253 0.00128577 0.00100584 0.000982077 0.000452362 0.000844786 0.00135836 0.000381672 0.000524784 0.000294083 0.00112595 0.00194335 0.000952488 0.00076802 0.00107222 0.00221937 0.00119398 0.000714 0.00188521 0.000428796 0.00152023 0.00182 0.00162316 0.00212306 0.00180138
threshold=114.06859001680002 0.68694500000000025 0.19122000000000003 0.20327000000000003 0.22542000000000004 38.441102963850007 68.214248143850014 68.214248143850014 0.075065000000000021 34.542090938800008 -0.117115 71.090898343450007 37.064694648750013 34.176526048000007 0.10500500000000003 86.103248543850015 -0.091399999999999995 40.532725462000009 41.061442884200012 -0.072569999999999982 -0.11911999999999999 90.437043050150024 -0.055714999999999994 0.12424000000000003 0.090225000000000014 37.511241581900002 0.088165000000000021 87.29692395375001 86.232294534150014 -0.078219999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -7 -9 10 11 -1 13 -8 24 16 -16 -18 19 20 -17 -21 -20 -24 25 -11 -27 28 -28 -29
right_child=-2 -3 3 4 5 7 12 8 -10 14 -12 -13 -14 -15 15 18 17 -19 22 21 -22 -23 23 -25 -26 26 27 29 -30 -31
leaf_value=-0.079284292581367044 -0.024198003466762413 0.033065066000445585 -0.10014625588178508 0.039908491051540831 0.063615210122596383 -0.099470826212557817 -0.0045327407685142795 0.033669821403628279 -0.076814424596893124 -0.032316774721113065 0.047705270857473628 0.050829853381032464 0.014361601526446888 -0.10005092057476733 0.010178993153566532 0.00057709443519193566 -0.026086577105452865 -0.10006004784725145 0.049052445174379573 0.039610659863399567 -0.10007408750479321 -0.023234735763970109 -0.051386278076887885 0.06253023521938654 0.0057884557130242738 0.0036510302731066037 -0.0039632758132172692 -0.033553473782629892 -0.10010126287044037 0.039899199873895314
leaf_weight=0.0016821513131940165 0.0035736654437634177 0.0035470490706317461 0.002705601554944973 0.0041167585480650351 0.0032219366617081144 0.0021846034689727706 0.0012792939341373299 0.0019429979682215048 0.0013730884750043915 0.015026560447643361 0.005316640442600367 0.0015340891873375428 0.0017490332314054058 0.0010450556855250426 0.0058205110406617244 0.0064900659605119067 0.0030852636801910055 0.0039938985617306022 0.005519504883324089 0.00664743534252921 0.0033070553176238046 0.005544653385309406 0.0032848763744368625 0.0026046367773679968 0.12068482199471969 0.19855028528105867 0.0040744864809045857 0.0083781887714040847 0.0052656460939033423 0.0055508718729657134
leaf_count=62 282 35 11 22 17 31 30 19 34 130 59 35 11 15 25 39 15 30 35 19 38 31 26 25 500 1189 34 55 15 31
internal_value=-6.61028e-05 0.000131909 -0.00013851 -0.0124523 0.00157646 -0.0107558 0.0164113 -0.0467863 -0.0120783 0.000447326 0.0232326 -0.0172222 -0.0209257 -0.0474789 -3.41263e-05 -0.00753328 -0.0326262 -0.0678207 0.00215855 -0.0087645 -0.0333981 0.0110302 0.0232111 -0.00100671 0.000936965 -0.00153511 0.000550109 -0.0259093 -0.0581626 -0.00428184
internal_weight=0.439101 0.435527 0.43198 0.0196184 0.0169128 0.012796 0.00729532 0.00550069 0.00331609 0.412362 0.00853288 0.00321624 0.00407338 0.00232435 0.403829 0.0462979 0.0128997 0.00707916 0.0333982 0.0219892 0.00979712 0.0121921 0.011409 0.00588951 0.357531 0.236846 0.221819 0.0232692 0.00934013 0.0139291
internal_count=2900 2618 2583 190 179 157 73 84 53 2393 156 97 56 45 2237 283 70 45 213 127 77 50 86 51 1954 1454 1324 135 49 86
is_linear=0
shrinkage=0.1


Tree=885
num_leaves=31
num_cat=0
split_feature=2 4 2 2 4 1 1 1 1 4 3 0 1 0 0 4 3 1 2 3 3 0 2 4 3 3 3 3 3 0
split_gain=0.000199335 0.000453719 0.00032586 0.000649542 0.00125961 0.000448807 0.000807303 0.000648311 0.00222665 0.000298992 0.00141359 0.000610381 0.000506747 0.00118558 0.00117925 0.00164878 0.00110587 0.00124318 0.000720413 0.000831563 0.00107548 0.000732892 0.000618078 0.000653643 0.00271817 0.00165122 0.00162115 0.00118064 0.000918645 0.000848995
threshold=-0.62958999999999998 40.580626202750004 -0.58350999999999986 -0.5169149999999999 40.660558922250004 63.910026677050006 69.64719632740001 75.645146416450004 78.285212300550015 49.275256100300005 -0.25095999999999996 85.57362229215002 57.960468834350003 76.591483678350016 84.95796538030001 39.530201452500002 0.099780000000000021 61.614083433650009 -0.23280999999999999 -0.23958499999999999 -0.15684499999999998 74.09121761705002 -0.11808 42.564639561200003 0.089850000000000027 0.085765000000000022 0.080515000000000017 -0.22831499999999999 -0.25445999999999996 86.597924839850023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -2 -7 -8 -9 12 -11 -12 13 18 15 16 17 -14 19 -5 -21 -20 23 27 25 26 -25 28 -16 -29
right_child=2 -3 3 9 -6 6 7 8 -10 10 11 -13 14 -15 22 -17 -18 -19 21 20 -22 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=0.011978006765223377 0.059483290370604153 -0.043421450520483004 -0.10003897443205688 -0.020736328390866463 0.017291718123304406 -0.054001815034325898 0.053748135489060392 -0.10005329073287417 0.052211460833909464 -0.10006873319480809 0.049485255040866052 -0.019457551179781193 0.004327092609915659 0.060972731698475446 0.015757338903117184 -0.082025038703831141 0.03488729322292991 -0.10006361699367178 0.0081763344736147207 0.098154859687095031 0.00080806071477997608 -0.078357871270834753 -0.0010336741302952397 0.016054840807552817 -0.10007636099442643 0.071469425593703076 -0.058138496999654669 0.045983587341106552 -0.083287327540671724 0.012842900074338519
leaf_weight=0.0027104929323438698 0.0020328638274804281 0.0032520774025386404 0.0018566867441196719 0.00317846318665974 0.001803992454002013 0.0017301964830949155 0.0034393171859896654 0.0015410429106622607 0.0025489385733872675 0.0016934058474944447 0.0019432632111602366 0.0037862395014119279 0.0028558445347671496 0.0045648938344378101 0.0017837773087473474 0.0041421621563471804 0.0038185502284607264 0.0018996244419317619 0.0020037620100420159 0.0021135220885017954 0.0024510751707057473 0.0019132599734663636 0.31739368519169975 0.010025625940626254 0.002606687400427978 0.003441442158418794 0.0041700141632959884 0.010951811254073442 0.0019714070886873774 0.026276954913902834
leaf_count=28 6 21 42 36 42 9 22 17 67 15 8 190 38 20 27 71 13 50 83 8 34 29 1580 131 20 9 18 30 15 221
internal_value=-7.90075e-05 -0.0182377 0.000172825 -0.000279324 -0.0422181 0.0169355 0.00759442 0.0217489 -0.00515959 9.06276e-05 -0.0197988 0.00392563 0.000452873 0.0177703 -0.000265111 -0.0302188 -0.0051909 -0.0373729 0.000856587 0.0185357 0.0458821 -0.0340911 0.000740899 0.00993997 -0.00476139 0.00932577 -0.00573969 0.0172016 -0.0362394 0.0225921
internal_weight=0.435901 0.00596257 0.429939 0.418646 0.00366068 0.0112924 0.0092595 0.0075293 0.00408998 0.414985 0.00742291 0.0057295 0.407563 0.016225 0.391338 0.0127162 0.00857402 0.00475547 0.0116601 0.00774306 0.0045646 0.00391702 0.378621 0.0612277 0.0202438 0.0176371 0.0141956 0.040984 0.00375518 0.0372288
internal_count=2900 49 2851 2730 84 121 115 106 84 2646 213 198 2433 210 2223 172 101 88 190 78 42 112 2051 471 178 158 149 293 42 251
is_linear=0
shrinkage=0.1


Tree=886
num_leaves=31
num_cat=0
split_feature=1 1 4 4 1 4 0 0 0 2 0 1 3 0 1 3 3 3 4 2 2 3 3 3 1 4 1 1 4 2
split_gain=0.000225551 0.000192933 0.000870823 0.00150255 0.000574862 0.00179919 0.000655676 0.00079831 0.000642611 0.000577867 0.000476336 0.00221487 0.000519536 0.000499385 0.00186467 0.0020836 0.000495585 0.000798263 0.00108798 0.00214918 0.00138944 0.000789443 0.000714204 0.000918745 0.000637952 0.00321083 0.00289027 0.00285925 0.00208479 0.00206668
threshold=55.583871847050013 57.960468834350003 42.049402686800001 39.788107623550012 61.614083433650009 35.131296350900008 83.011521693850014 84.280473931450004 82.401241698250018 -0.072569999999999982 85.613949164150014 61.917879202350001 0.084365000000000009 85.807518149550006 61.960894532450006 0.087530000000000011 0.25847000000000003 0.11308000000000003 41.134354310300004 -0.055714999999999994 -0.13324 0.43162500000000009 0.11048000000000002 0.10818500000000002 62.095317438950012 39.749124837650008 62.132955852800002 62.154463517850012 42.988308018450006 -0.068524999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 -8 -7 -10 11 -9 -13 14 -12 -16 17 22 19 20 -19 -18 23 24 25 -15 -26 -28 29 -27
right_child=1 4 -4 -5 6 8 7 10 9 -11 13 12 -14 16 15 -17 21 18 -20 -21 -22 -23 -24 -25 26 28 27 -29 -30 -31
leaf_value=-0.038266625055871376 -0.019765071024441826 0.072968854569320549 -0.0038602043579477672 0.091256551847465422 -0.056119710077431953 -0.0087624494801643599 0.055007507834808803 0.0057101379963101911 -0.10005232168613042 -0.030510061280930853 -0.024167618602861332 -0.036565116699436316 -0.10008150196565146 0.046531287047382096 -0.0093676536231896857 0.050790227202811358 -0.061182564322328825 0.010551090507798516 0.064718852594334617 0.053327973677653184 -0.10006951229219774 0.0016763466789215271 -0.037154009350329607 0.052198939520714999 0.041163126963324921 -0.046042536913093172 -0.087680379842637948 0.00029280743712398053 0.017137480749175465 -0.0050169900398687366
leaf_weight=0.0015413037939810406 0.0020749907413943154 0.0015723100994437323 0.01242078822665706 0.0029551035831900663 0.0020572190169713669 0.0031101390908978566 0.0026671482104974045 0.013676515039151127 0.0025240602638171858 0.0022690925312453735 0.0098857372298040147 0.0023737078989840557 0.0028149643888031317 0.0091494541140093866 0.0094275567472356103 0.014789247681051165 0.0034248008821171775 0.0022926782787322819 0.0044404973574570525 0.0044899051511698004 0.0022495169986688061 0.0047956497381076843 0.0052729446172766195 0.0033305379421193484 0.017367545523711669 0.025830986368575282 0.0037566825376416082 0.22306150135766492 0.014045186587111402 0.023404769784328039
leaf_count=115 39 35 61 10 84 32 14 30 29 13 33 23 46 21 35 30 34 15 38 28 26 37 36 24 25 67 9 1816 30 65
internal_value=-8.06752e-05 5.57139e-05 0.0103555 0.0454584 -0.000378359 -0.0247257 0.000191841 0.000479621 -0.0441614 -0.0671308 0.000115928 -0.0153948 -0.0710241 0.00088391 0.0124308 0.0273709 -0.000251179 0.000337657 0.0241901 0.00426476 -0.0442336 -0.0245119 -0.000650459 -4.88547e-05 -0.000598458 -0.00884036 0.00184626 -0.00116425 -0.0168462 -0.0265406
internal_weight=0.433073 0.431531 0.0174509 0.00503009 0.41408 0.0094756 0.404605 0.402548 0.00790329 0.00479315 0.39988 0.0188652 0.00518867 0.381015 0.0341025 0.0242168 0.346913 0.338692 0.0134726 0.0090321 0.0045422 0.00822045 0.32522 0.319947 0.316616 0.0724304 0.244186 0.226818 0.0632809 0.0492358
internal_count=2900 2785 110 49 2675 109 2566 2482 74 42 2468 99 69 2369 98 65 2271 2200 107 69 41 71 2093 2057 2033 183 1850 1825 162 132
is_linear=0
shrinkage=0.1


Tree=887
num_leaves=31
num_cat=0
split_feature=1 0 0 4 2 2 4 0 2 2 1 1 0 1 4 0 0 1 1 4 2 0 3 2 3 2 2 0 2 2
split_gain=0.000199578 0.000708469 0.00172698 0.00132439 0.00192929 0.00117772 0.000714889 0.000703262 0.00126193 0.00198634 0.001234 0.00122811 0.00101516 0.000977658 0.000900106 0.00236396 0.00186379 0.00159095 0.00129263 0.00106813 0.000883044 0.000875313 0.00125839 0.0016266 0.00108957 0.000863018 0.00203644 0.00121406 0.00173164 0.00135613
threshold=69.873026810350026 94.614906984850009 94.047642319350018 39.468990633150007 -0.069554999999999992 -0.086339999999999986 42.049402686800001 89.057864029250013 -0.079074999999999993 -0.057185 64.071334164850015 65.555363052850012 93.262612545250008 64.434276012450013 38.771633980050005 85.807518149550006 88.576630023850015 61.82916008405001 59.74022811670001 39.134693790050008 0.049235000000000008 89.738043936200015 0.083290000000000017 -0.12835499999999997 0.091885000000000022 -0.12835499999999997 -0.097799999999999984 87.181320254150009 -0.14380499999999999 -0.21094499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 -2 -5 -4 14 10 -10 -9 -12 13 -11 15 17 19 18 -1 -16 -15 -13 23 -23 -24 27 -27 28 29 -21
right_child=1 -3 6 5 -6 -7 -8 8 9 12 11 21 -14 20 16 -17 -18 -19 -20 25 -22 22 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.043755695181991093 -0.073627921159748561 -0.00033400893863629407 -0.10005321435458714 0.067411511503168153 0.018352675385013898 -0.036973838070737113 -0.0073214903100021992 0.045037679543108153 -0.059241398068337503 0.039837221823417437 -0.041782708791771754 -0.02178930035315136 0.045858729364868518 -0.038514555520845976 -0.050366097194788711 0.05810716342070206 -0.063524456987363101 -0.077899587064628434 0.036667684596131164 0.0043036240108647464 0.0090152191384359828 -0.080356646355580319 0.056047519996915478 0.025603619755957732 0.0056395193273460122 -0.039997448419792705 -0.00061318220841244592 0.064130591693542446 0.050298784818623647 -0.056548305052045222
leaf_weight=0.0030182520469548418 0.0045390087873366774 0.11186450385738571 0.0032559539328495821 0.0035969739880862654 0.0045826870200471465 0.0015451365242606574 0.0011163977012360309 0.013706045698199887 0.0057574390182253401 0.0039948715403568249 0.004109258155040151 0.0049494247650727621 0.0050729306505381535 0.0081030614277324275 0.0044640243768583323 0.0086588376544440848 0.0050526298535373817 0.0027162269213524973 0.005915353860795669 0.026671452490622732 0.007551809790921348 0.0023454938623599375 0.011586999022682676 0.0037893386124778763 0.0068070954937411434 0.014546627051790689 0.13470287361424585 0.0040047309652777576 0.0072335040510723 0.0042451998903594327
leaf_count=66 27 1388 46 34 18 49 37 18 15 21 15 9 26 23 18 26 12 47 28 182 51 41 38 18 29 54 526 12 18 8
internal_value=-7.84694e-05 -0.00334137 -0.0213932 -0.00453914 -0.0274174 0.0360451 -0.0763759 0.00134563 0.00952511 -0.00634186 0.0197512 0.00943251 0.00597743 -0.00431863 -0.00152988 0.0185332 -0.00355781 -0.0108805 0.00949635 -0.00201091 -0.0155865 0.0165719 0.0243124 -0.0149075 0.0373931 -0.000883146 -0.00445178 0.0117516 0.00625322 -0.00405202
internal_weight=0.429504 0.130501 0.0186362 0.0142638 0.0091217 0.00514211 0.00437235 0.299003 0.0777738 0.0304801 0.0472937 0.0335876 0.0247227 0.0196497 0.22123 0.0203087 0.200921 0.0116498 0.00893361 0.195868 0.0156549 0.0294784 0.0245289 0.00613483 0.0183941 0.191404 0.14925 0.0421549 0.0381502 0.0309167
internal_count=2900 1599 211 128 45 83 83 1301 304 136 168 150 121 95 997 167 830 141 94 818 74 135 126 59 67 800 580 220 208 190
is_linear=0
shrinkage=0.1


Tree=888
num_leaves=31
num_cat=0
split_feature=3 3 4 4 3 1 2 3 3 0 3 0 1 2 1 0 2 1 3 4 0 1 2 1 0 0 2 2 4 4
split_gain=0.000191992 0.00116085 0.00221594 0.00192146 0.00114396 0.00162497 0.00169234 0.00151207 0.00089687 0.000817028 0.000735169 0.00140282 0.00135535 0.00118603 0.00116793 0.00184817 0.00183335 0.0014941 0.00114419 0.00130319 0.0011789 0.000980927 0.000908233 0.00255379 0.00188417 0.00167889 0.000841203 0.000883277 0.000643937 0.000790477
threshold=-0.098985000000000004 1.0000000180025095e-35 38.386256906100009 37.511241581900002 0.078935000000000019 72.187789260650007 -0.083135000000000001 0.078505000000000019 -0.085699999999999998 109.87728379140002 -0.23472499999999999 71.249517373150013 61.944763783650011 -0.23361999999999997 61.998532946250002 89.665455566700004 -0.23059499999999997 68.214248143850014 -0.21013499999999999 40.259171735100004 105.70748523110002 61.987779113750001 -0.079824999999999993 73.365333921800001 99.983757871350008 93.063666643600016 -0.16717499999999999 -0.23280999999999999 48.008184682100008 45.154229826150008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 -2 5 6 -3 9 -4 -7 11 -1 13 -13 16 -16 -12 -17 -19 -20 -21 -14 23 26 -25 -24 27 -23 29 -6
right_child=1 4 8 -5 28 7 -8 -9 -10 -11 14 12 21 -15 15 17 -18 18 19 20 -22 22 25 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.10006020387635506 -0.024543375335220205 -5.7332462207464047e-05 -0.10007818975559704 0.088080647609729612 -0.0010608876911738976 -0.062539067216537958 0.07213791544636812 0.070305941234106745 -0.035868311344312689 0.033736929828349069 0.033313683856585403 -0.010048105920577366 -0.10006904027576989 0.0585606471130838 0.086268314075058056 -0.062517675733571768 -0.1000644872473969 0.064241428380689344 0.050491907099673598 -0.10003277887183706 0.0077676379676448748 -0.10004048857377297 0.052513179073259579 0.097610009261078323 -0.031629712719250816 -0.051244003358889956 -0.10005701569231334 0.0037608518018699927 0.031430060906376171 -0.042009337833676039
leaf_weight=0.0014625169550259954 0.0037537592910451582 0.0053960971070514683 0.0030101679305854579 0.0025397999144143313 0.3228679234912008 0.0041431316276370408 0.0081522821911885167 0.0015505005883300615 0.0078436256666546307 0.0011196676105435883 0.0022054946370277662 0.0043581765138882671 0.0012693447293585782 0.0059726320497262009 0.0044143063678208317 0.0022512770882912045 0.0019345021842495603 0.0047869984893155184 0.0031256656967858518 0.0016701209264464723 0.0025840791402371999 0.0012320885742583354 0.0048112645660687214 0.0022306333183088611 0.0022821506620410159 0.0023074091358496474 0.0033819837330082416 0.0024496174779797819 0.005988893275151507 0.0047841224052272971
leaf_count=65 52 30 52 10 1679 113 26 24 73 60 29 34 6 26 30 14 45 39 26 36 29 41 28 16 57 64 21 14 93 68
internal_value=-7.60292e-05 -0.000891366 -0.0263022 0.0209067 0.000339495 0.0233505 0.0433837 -0.016486 -0.0536761 -0.0420562 0.00545313 -0.00440418 0.000213652 0.0296172 0.0190802 0.029652 -0.0290101 0.0123182 0.0261653 0.00146699 -0.0345528 -0.0150015 -0.00922566 -0.0265097 0.0322525 0.0188819 -0.0640511 -0.0309764 -0.00106484 -0.00165879
internal_weight=0.42588 0.37115 0.0171474 0.00629356 0.354003 0.0203617 0.0135484 0.0068133 0.0108538 0.0052628 0.0547303 0.0317578 0.0302953 0.0103308 0.0229724 0.0188324 0.00414 0.0144181 0.0121669 0.00737987 0.0042542 0.0199645 0.0186951 0.0115765 0.00451278 0.00711867 0.00706369 0.00368171 0.333641 0.327652
internal_count=2900 2280 187 62 2093 253 56 197 125 173 620 372 307 60 248 174 74 144 130 91 65 247 241 149 73 92 76 55 1840 1747
is_linear=0
shrinkage=0.1


Tree=889
num_leaves=31
num_cat=0
split_feature=1 2 1 3 2 2 0 0 4 2 3 1 0 4 1 4 1 3 1 0 4 4 4 0 1 4 3 1 0 4
split_gain=0.00023106 0.000292211 0.00024603 0.000826464 0.000605784 0.000588579 0.000850389 0.000439405 0.00102456 0.000891267 0.000450752 0.000342013 0.000881044 0.000891367 0.000833912 0.00209497 0.000981729 0.00114025 0.00106844 0.000986459 0.00096192 0.000810693 0.000577134 0.000512038 0.000457033 0.000335515 0.00102961 0.00161373 0.00167074 0.00177017
threshold=89.912793714750009 -0.088099999999999998 84.600400448950026 0.075065000000000021 -0.15626499999999999 -0.046474999999999995 104.3578792496 103.44649194340002 40.823855932350007 -0.088944999999999996 -0.094899999999999998 77.898074329750017 99.378854792050006 40.259171735100004 81.188747081400024 39.468990633150007 80.677940036650014 0.092425000000000021 78.080889482600014 99.515966156650009 41.24714903835001 41.093509583400007 40.660558922250004 99.053551358250004 72.303392960300016 38.592454371550012 0.088395000000000015 67.980352286500008 94.776214472700005 38.238138001450004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 4 -4 6 -5 11 -9 10 -10 12 25 -14 16 -16 17 18 -13 23 -21 -15 -19 -20 -23 26 -1 -28 -29 -30
right_child=1 -3 3 5 -6 -7 -8 8 9 -11 -12 14 13 21 15 -17 -18 22 19 20 -22 24 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.0076679992393322606 -0.064046027335378453 -0.0029263808853226278 0.099444772835347389 0.01372274146921215 0.013565216555891317 0.046087472899710477 -0.10001314428283828 -0.10002955951395626 -0.012278461228105364 0.019330238098503792 -0.10002023269406045 0.08498457598941711 -0.10004559886706262 0.031652053469511783 0.03016073073059743 -0.073784526477411752 0.078448984522061949 -0.060639916887084026 0.004971056105058845 0.065674529969350692 -0.0034934037125236659 -0.0074548324825124308 0.0083496916917430389 -0.0823827306959308 -0.10002986676459143 -0.0012691426968960099 0.033496131333948423 -0.047886731955681383 -0.019333224064654365 0.096593241580366071
leaf_weight=0.027512285976442223 0.0012700753017905889 0.0020364853356936007 0.0015987949393476697 0.0014120301297937564 0.001689164740685018 0.0011652468670770204 0.0012300604296622357 0.0014289388513699097 0.0011528976128829527 0.0044631610791562304 0.0011896691193028497 0.0026486010663156001 0.0016988989037965965 0.0020052148920512991 0.004269873524126667 0.0035518773688079019 0.0026229378154312135 0.0025950257141919 0.0013505650923426602 0.0040788715015871446 0.0039651993295559684 0.0010001544796627848 0.0022761532943604834 0.0013336424890439957 0.0011424383204206023 0.30675264886604392 0.023130561993871868 0.0061579188571887281 0.0032163766106438618 0.0022307440930836586
leaf_count=225 191 169 13 23 35 36 85 80 7 30 41 6 53 6 40 42 11 23 40 21 31 24 21 5 21 1451 81 41 38 10
internal_value=-7.19702e-05 -0.0264029 0.000135886 0.0185988 0.0553248 -0.0131173 -0.0392285 -0.000182248 -0.02305 -0.00688726 -0.056838 0.000284393 -0.000521054 -0.039036 0.0108069 -0.0170411 0.0212434 0.0130208 0.0281053 0.0140629 0.0315793 -0.0140471 -0.0284032 -0.0384305 -0.0568162 8.92046e-05 0.00678303 0.018229 -0.0122008 0.0281418
internal_weight=0.422177 0.00330656 0.41887 0.0070953 0.00328796 0.00380734 0.00264209 0.411775 0.00823467 0.00680573 0.00234257 0.40354 0.374847 0.00584671 0.0286927 0.00782175 0.020871 0.0182481 0.0133769 0.0107283 0.00804407 0.00414781 0.00487118 0.00268421 0.00214259 0.369001 0.0622479 0.0347356 0.011605 0.00544712
internal_count=2900 360 2540 192 48 144 108 2348 158 78 48 2190 1950 104 240 82 158 147 103 97 52 51 44 45 45 1846 395 170 89 48
is_linear=0
shrinkage=0.1


Tree=890
num_leaves=31
num_cat=0
split_feature=1 3 3 4 0 2 3 1 1 2 4 3 3 3 3 2 1 0 0 0 0 4 1 4 1 3 0 3 3 4
split_gain=0.000191673 0.000205496 0.00062827 0.00163988 0.000644061 0.000582575 0.000580392 0.000303594 0.00147972 0.000787535 0.000955193 0.000508514 0.000677925 0.000713935 0.0015131 0.00105331 0.000404061 0.00339538 0.00148624 0.00137178 0.00129162 0.00114033 0.00199136 0.00220526 0.00131486 0.00100326 0.00367208 0.00311886 0.00250463 0.00240836
threshold=55.583871847050013 -0.54481999999999997 -0.25765499999999997 39.530201452500002 93.063666643600016 -0.23361999999999997 -0.25276999999999999 57.960468834350003 60.474177186300004 -0.11911999999999999 48.680511450650009 -0.2485 -0.24637000000000001 -0.22831499999999999 -0.21013499999999999 -0.046474999999999995 66.697957758300021 90.337570099350003 92.031298721500022 90.837623311600012 90.259604813550013 38.238138001450004 63.910026677050006 42.871500973550006 62.837331883000012 0.086355000000000029 86.780739992750014 0.08784500000000002 0.091545000000000029 41.468518788800004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 -2 -4 9 -9 10 -8 -10 -13 15 -15 -14 17 21 20 -19 -18 -16 24 -24 25 26 -23 -27 29 -29
right_child=1 2 6 -5 -6 -7 7 8 11 -11 -12 12 13 14 16 -17 18 19 -20 -21 -22 22 23 -25 -26 27 -28 28 -30 -31
leaf_value=-0.036379723994473194 -0.014313545399232842 0.041790433320491246 0.044045122837264875 -0.069161488539203647 -0.044149081467339493 0.055353022473222692 -0.041021575710622094 -0.07515048174137344 -0.032398896750454105 0.061463659992400083 0.028007011158579904 0.051397844785632633 -0.10002826445590617 0.056000484684641194 0.019992337014648368 0.01221460893278619 0.013767332415996165 0.080293717560224742 -0.0019479127205750393 0.015055035051758231 -0.075674717545907516 0.0015019600432853203 -0.072676593525497699 0.027702052825668545 0.035225930547032505 0.042234639182095315 -0.054047164353334377 -0.089318833978216092 0.0051978623666847946 -0.014382760690653982
leaf_weight=0.0014485844021854813 0.0023932620475803912 0.0030760250174566711 0.0030231200917313341 0.0044589711665585091 0.0012170951729420232 0.0024081304808872819 0.003309804454592058 0.0026305316349314869 0.0047542900589260242 0.0028706163608170363 0.0050835304258498581 0.0025999343924814058 0.0017309315613081022 0.004860855103585692 0.024050592764767759 0.0016171856547725341 0.0023499910725932873 0.0073903002505346649 0.13219080392027741 0.0057159846006769044 0.0051590007312364017 0.046182686744601187 0.0078419846152165684 0.0030359861558578735 0.0096889037739060768 0.017179383178266505 0.016031201664929995 0.0056486836349378669 0.071998829194705349 0.01781548314205228
leaf_count=115 25 37 20 64 41 20 33 54 31 22 21 24 37 38 94 24 41 35 1428 36 56 138 41 30 26 26 35 18 233 57
internal_value=-6.7048e-05 5.86996e-05 -0.000180131 -0.0266878 0.0174267 0.0206276 0.000393042 6.45552e-05 -0.000402346 0.01625 0.000786469 0.000104631 0.000508013 0.000160275 0.000568413 -0.0458134 -0.000155363 0.00239793 -0.00440623 0.0518415 -0.0476832 -0.000554684 -0.00308339 -0.0446614 -0.000632584 -0.00261953 -0.0128119 0.00300984 -0.004049 -0.0324226
internal_weight=0.419763 0.418314 0.413513 0.00875209 0.00429312 0.00480139 0.404761 0.401737 0.390474 0.011264 0.00839333 0.387843 0.383089 0.380489 0.377141 0.00334812 0.37228 0.23258 0.1397 0.0131063 0.00750899 0.219474 0.195423 0.010878 0.184545 0.174856 0.0622139 0.112642 0.095463 0.0234642
internal_count=2900 2785 2740 142 78 45 2598 2578 2502 76 54 2448 2417 2393 2332 61 2294 769 1525 71 97 698 604 71 533 507 173 334 308 75
is_linear=0
shrinkage=0.1


Tree=891
num_leaves=31
num_cat=0
split_feature=0 4 3 3 2 1 1 2 1 4 4 1 1 1 3 4 1 0 2 3 2 4 4 2 1 3 3 3 4 4
split_gain=0.000220431 0.000310933 0.000294628 0.000888989 0.00103866 0.00173855 0.00147952 0.00122693 0.00164356 0.000970846 0.00148504 0.00124829 0.00146444 0.000871806 0.00085515 0.00160542 0.0012833 0.000951481 0.00139016 0.000943951 0.00207691 0.00171816 0.00152114 0.00195195 0.000921162 0.000708246 0.000830548 0.000683657 0.00183604 0.000642437
threshold=114.06859001680002 48.315732392000008 -0.10585499999999999 -0.23958499999999999 -0.23361999999999997 61.944763783650011 56.981870074850008 -0.23557500000000001 73.365333921800001 48.919835655300012 47.673928029900004 61.998532946250002 63.910026677050006 68.214248143850014 -1.0000000180025095e-35 41.43512228960001 62.009286778800011 97.013011637200023 -0.011399999999999999 0.077895000000000006 -0.065399999999999986 42.049402686800001 42.233786329550007 -0.156745 62.046925192600007 -0.25445999999999996 -0.54481999999999997 -0.21013499999999999 40.08085804200001 35.616518500750011
decision_type=2 2 2 2 2 2 2 2 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 25 -1 8 -8 10 11 -5 -13 -14 15 16 -4 18 -18 20 21 -16 -23 -24 -17 26 -6 -15 -29 -7
right_child=1 -3 14 9 5 29 7 -9 -10 -11 -12 12 13 27 19 24 17 -19 -20 -21 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.10006299920521329 -0.059187544195021848 0.0013783122124681538 0.059996324562464981 -0.051486564776868353 0.076999785757515538 0.040895336361305074 -0.10005377451359493 0.087872619703512192 0.059632071038405891 -0.043926897996049735 0.099466715289463048 0.097994916466052157 -0.033429777569126823 0.060690865016887689 -0.069412493398690447 -0.10006129024730351 -0.082196312840818339 0.026341273394224814 0.002895533716401646 -0.00088483799446461729 0.066065700105829753 0.10006297312342338 0.036497811202062518 -0.10007075916214757 0.0060804690882865055 0.098850343779594327 -0.02141092274323822 0.057506252034844357 -0.081032398319244359 -0.0191666977091451
leaf_weight=0.0024755743917727032 0.0015140422870574197 0.0019258020284189719 0.0024825918020805028 0.0021732317915622449 0.0016506137360465245 0.0020597561665661743 0.0016353828498590905 0.0011076346893543632 0.0010638225666247392 0.0019302982628445755 0.0026753153696574819 0.002574471267131174 0.0028461437187604919 0.0039306894173023474 0.0029713512946845082 0.003363993193729182 0.0037583817490334393 0.0031762402986502958 0.0039249956701041828 0.33117977708584312 0.0067821049412791481 0.0018166692461818457 0.003257963273023883 0.001541870660948466 0.0010801910206933701 0.0021694094254258696 0.0017850042530529481 0.0023833229055707497 0.0015980429260520346 0.013152433764190674
leaf_count=34 217 65 23 60 17 26 43 20 19 20 11 8 31 24 20 59 28 37 15 1743 39 1 47 49 38 8 35 19 29 115
internal_value=-7.01822e-05 -0.0252797 0.000140016 0.00757404 -0.00424729 0.00650764 -0.0398845 -0.000750628 -0.0371177 0.0235029 0.0306619 0.0187907 0.0302459 0.0140334 -0.000820658 -0.0222071 -0.00486783 -0.0196963 -0.0387278 0.000273828 0.0237147 -0.00624282 0.0221255 -0.00737268 -0.0742628 0.0541166 0.0258697 0.0311069 0.00189953 -0.0110342
internal_weight=0.415987 0.00343984 0.412547 0.0472111 0.0270996 0.0208172 0.00628241 0.00380684 0.00269921 0.0201115 0.0181812 0.0155059 0.0133327 0.0107582 0.365336 0.0177864 0.0133422 0.0108596 0.00768338 0.34755 0.01637 0.00958785 0.0066165 0.00479983 0.00444418 0.00560503 0.00343562 0.00791206 0.00398137 0.0152122
internal_count=2900 282 2618 519 317 201 116 82 62 202 182 171 111 103 2099 200 103 80 43 1899 156 117 97 96 97 60 52 72 48 141
is_linear=0
shrinkage=0.1


Tree=892
num_leaves=31
num_cat=0
split_feature=2 2 4 3 1 0 2 3 2 4 2 1 0 2 3 2 3 3 3 2 1 0 4 2 3 3 2 0 0 0
split_gain=0.00021627 0.0009159 0.00117347 0.00159784 0.00116931 0.000933744 0.000729422 0.00229845 0.000670645 0.0019586 0.000678894 0.000779819 0.000528508 0.000467028 0.000895414 0.00077298 0.00102138 0.000826638 0.000563042 0.000536197 0.00119406 0.00172718 0.00101765 0.00106887 0.00135639 0.000625865 0.00116022 0.000473314 0.00198191 0.00192257
threshold=0.15675000000000003 0.20327000000000003 33.96174662340001 0.094415000000000013 75.551050381850018 88.232507383150008 0.22542000000000004 0.08079500000000002 0.11529000000000002 41.43512228960001 0.072320000000000023 66.697957758300021 71.144667506050013 0.048530000000000011 0.091385000000000022 1.0000000180025095e-35 -0.04931 0.095645000000000022 0.082975000000000021 -0.033594999999999993 75.18810853425002 93.262612545250008 40.259171735100004 -0.024989999999999998 0.088165000000000021 0.11614000000000002 -0.088099999999999998 85.872041144650012 86.036037090600004 85.737618238150006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 -3 6 -5 -2 -4 -8 10 -10 12 -12 -1 15 18 19 -17 -18 -15 25 21 22 -21 -24 -25 27 -27 29 -29 -14
right_child=1 2 3 4 -6 -7 7 -9 9 -11 11 -13 13 14 -16 16 17 -19 -20 20 -22 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=-0.050453772261413038 -0.070913710851098377 -0.078053496045913356 0.042283588593510592 0.090698164737517753 -0.0054070117874031398 0.0033667842562308476 0.0075099822917706165 -0.10004400728240784 0.096453127523542445 -0.033618463413246945 0.024003784855611283 -0.081254609738734218 -0.001100378234480154 0.013167723881591068 -0.045312438628455978 0.036594602493843151 -0.087562541356411588 6.7979802407216444e-05 0.088544106715898407 -0.026899126328972775 -0.031543112294818675 0.077589469399381994 0.062797936615775152 0.04627877786044915 -0.025347868544043028 -0.0015449518805620457 -0.058974295690660851 -0.04547633895807237 0.00050454870633448023 0.038177940168450497
leaf_weight=0.002027956104712735 0.0040587783300605213 0.0016599486944124031 0.0021876092716013309 0.0034151369370789544 0.0020117795629763791 0.0029024975585050143 0.0073913459342402907 0.002717412846391363 0.0025829736007949109 0.0020979179118064588 0.0010573341826719254 0.0021053420093978537 0.053733577681532585 0.0018587922937006573 0.0011961106589968998 0.0015317046987597394 0.0031158008194111615 0.001644703709683993 0.0021226621737479578 0.0054943372045467348 0.0049150611357261431 0.0046244779241533243 0.0047324152114791547 0.0046749950808049369 0.0060851780341373285 0.011426736972743344 0.0050825005334678491 0.0097580479604317816 0.23824364905866452 0.016224378737064171
leaf_count=131 26 45 13 27 26 29 78 53 16 83 13 42 323 41 30 16 69 15 17 23 46 17 26 29 39 81 43 44 1420 39
internal_value=-6.25675e-05 -0.00882912 0.00234492 0.00987497 0.0550716 -0.0399425 -0.0100722 -0.0214024 0.000535229 0.0381566 7.38133e-05 -0.046065 0.000459348 0.000733609 0.03056 0.000317682 -0.0344336 -0.0572871 0.0533537 0.000916765 0.0136037 0.0222678 0.0100777 0.0231913 0.00577191 -0.000241156 -0.019225 0.000744533 -0.00130465 0.0080089
internal_weight=0.412681 0.0263445 0.0193832 0.0177233 0.00542692 0.00696128 0.0122964 0.0101088 0.386337 0.00468089 0.381656 0.00316268 0.378493 0.376465 0.00517757 0.371288 0.00629221 0.0047605 0.00398145 0.364995 0.0305265 0.0256114 0.0209869 0.0154926 0.0107602 0.334469 0.0165092 0.31796 0.248002 0.069958
internal_count=2900 297 242 197 53 55 144 131 2603 99 2504 55 2449 2318 88 2230 100 84 58 2130 180 134 117 94 68 1950 124 1826 1464 362
is_linear=0
shrinkage=0.1


Tree=893
num_leaves=31
num_cat=0
split_feature=2 2 3 3 3 2 4 4 2 2 2 1 4 4 3 2 4 4 0 1 4 4 3 4 0 0 2 2 0 0
split_gain=0.000206854 0.0019805 0.000955805 0.00194732 0.00177866 0.00174738 0.00141152 0.00260103 0.00153562 0.00134855 0.000955098 0.000903731 0.00112583 0.000843019 0.000728147 0.000984071 0.00419102 0.00194602 0.00146509 0.00129997 0.00231948 0.000904821 0.000758615 0.000722145 0.000782319 0.000748314 0.000671722 0.00294107 0.00290265 0.00274808
threshold=-0.092289999999999997 -0.088514999999999996 0.083565000000000014 0.086105000000000029 0.081815000000000013 -0.14581999999999998 36.514114975300011 38.238138001450004 -0.095019999999999993 -0.10098 -0.11808 61.944763783650011 43.279086095950007 41.21013581150001 0.12191500000000002 -0.14228499999999997 40.660558922250004 39.788107623550012 86.866770652900016 75.645146416450004 41.24714903835001 41.558544840500012 0.093925000000000022 35.818873074050011 89.665455566700004 89.99344745865001 -0.08459499999999999 -0.084239999999999995 86.780739992750014 91.821598987350015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 4 5 -1 -4 23 -8 9 14 -6 -2 13 -13 15 17 -17 -9 -18 20 -19 -21 -22 24 -5 -26 28 -28 -3 -30
right_child=1 26 3 6 10 -7 7 8 -10 -11 -12 12 -14 -15 -16 16 18 19 -20 21 22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.0019557298683171641 0.0065531731486021001 -0.014348358210411461 -0.0073963084751419925 -0.017219626954433024 -0.013324890586005481 0.058127563358667582 -0.071331396610057191 -0.05436892030821322 0.047239204113004613 -0.052348270219105097 -0.10009189219114718 -0.030041110243730785 -0.0071338265175365364 -0.10013719142218956 -0.034023916912645995 0.028980215966453199 -0.0244016049848877 0.093649908420435357 -0.10008076478408023 -0.079948189051346236 0.039616377611339071 0.020802762982937317 -0.0069410981852368395 0.091970310083753948 0.10001775289102564 0.01622816035931493 -0.10008643106713566 -0.00029423151158251512 0.090172780151536666 0.0062223047417430148
leaf_weight=0.046862846392429033 0.0035451070646103427 0.017566966932608973 0.0059373002937320686 0.0028146371386056218 0.0021906092253114037 0.012940543004926756 0.0051521177104585777 0.0031973201162652674 0.0068570040226161302 0.0050167215784561589 0.0030143072275803373 0.0027229079960234773 0.0037909787686203344 0.004638504788784914 0.0051357504310676197 0.012787172338402104 0.0060694242795307218 0.0055586501248852107 0.004421655991648385 0.0016823262850046924 0.007307081825615569 0.0018959619770587356 0.0067169233804520445 0.0019930629109082276 0.0017937335360329598 0.002626705628861789 0.0029961261490236693 0.2067814088331561 0.0072183489164672201 0.0084801331715785369
leaf_count=730 9 43 36 19 27 41 52 30 27 41 17 17 18 35 33 33 23 23 23 28 28 37 36 18 4 52 12 1340 11 57
internal_value=-5.62836e-05 -0.00178165 0.0028699 0.00859517 -0.00811536 0.0375195 0.00185624 -0.0028756 0.00241642 -0.00272416 -0.063574 -0.037428 -0.0514087 -0.0742094 0.00182103 0.00552981 -0.00945309 0.0187619 -0.056298 0.0288575 0.0389847 -0.0265651 0.0173173 0.0386717 0.0239894 0.0502284 0.000373984 -0.0017195 0.0135759 0.0448237
internal_weight=0.409712 0.25774 0.151972 0.0999041 0.0520678 0.0188778 0.0810262 0.0717981 0.066646 0.059789 0.00520492 0.0146975 0.0111524 0.00736141 0.0547723 0.0496365 0.0232783 0.0263583 0.0104911 0.0231609 0.0195827 0.00357829 0.014024 0.00922814 0.00723508 0.00442044 0.243043 0.209778 0.0332654 0.0156985
internal_count=2900 1542 1358 584 774 77 507 414 362 335 44 79 70 52 294 261 79 182 46 152 87 65 64 93 75 56 1463 1352 111 68
is_linear=0
shrinkage=0.1


Tree=894
num_leaves=31
num_cat=0
split_feature=1 2 2 4 1 0 1 3 2 1 1 1 0 0 2 2 4 0 4 0 0 2 4 3 3 3 2 2 1 2
split_gain=0.000186459 0.00024549 0.000232676 0.000818979 0.000572115 0.00159358 0.000625763 0.000936971 0.000556872 0.000472011 0.00168867 0.00164052 0.000810412 0.00100772 0.00150824 0.00167655 0.00112573 0.000824714 0.000795304 0.00151725 0.000815983 0.000770775 0.000715674 0.00122005 0.00112552 0.00116066 0.000616275 0.000597124 0.000910311 0.000490683
threshold=89.912793714750009 -0.088099999999999998 -0.11808 34.394321486900004 82.987325570650015 100.13162306855001 83.715897724050009 0.075065000000000021 -0.18126999999999999 62.020040611300011 62.057679025150001 61.885617704800005 86.232294534150014 87.181320254150009 -0.12835499999999997 -0.14228499999999997 39.646013290900008 89.738043936200015 44.611732354850012 97.32487278035002 95.762878606550018 -0.23155499999999998 40.496232821400007 0.094625000000000029 1.0000000180025095e-35 -0.22588499999999997 -0.21094499999999999 -0.23361999999999997 55.895732990150002 -0.58350999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 9 -6 -8 -7 11 -11 22 21 -14 15 16 17 -15 -18 20 26 -12 -5 24 25 27 -20 28 -24 -19
right_child=1 -3 -4 4 6 8 7 -9 -10 10 12 -13 13 14 -16 -17 18 29 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.06207368494508933 -0.059512166649127722 -0.0025857339684218984 -0.0011968416803793819 0.039198921621458514 0.077119856452986565 -0.026768179050888154 0.068915796822945768 -0.030338113112713623 -0.10002281779364419 0.099845441084276745 0.0085276032553431441 -0.072932984683307944 -0.020840796865245918 0.014863422566688831 0.074098647659745193 -0.071741733306381908 0.032510176603601733 -0.015700334365945309 -0.03877770048741034 0.07090523494994154 -0.10006314365061356 0.077664208584008881 -0.055954577570333654 -0.065870101425592978 0.074063311429054854 -0.069406631762753232 0.052560261788247478 0.04604776293812108 0.0289670885674582 -0.086702455691209102
leaf_weight=0.0018140208423785128 0.0012139651931726211 0.0020148445836564782 0.30743828783130378 0.0047248848348573269 0.002257367296858495 0.0026782857439152097 0.0016301347350804463 0.0022833319995322586 0.0016941494885256416 0.0020889874964495894 0.0033650372657996769 0.0031056605396164718 0.012310328473404297 0.0031319457484641896 0.0035537216506078681 0.0025872765885424078 0.018480193388313637 0.0018056293952710689 0.0023681995776901263 0.0017921325996130832 0.001434324440312551 0.0030963151244378624 0.0023029085327144977 0.0027339606667737834 0.0021313254468839924 0.0022441317880372439 0.0010735884460040387 0.0031368501659017048 0.002793379661250657 0.0021115665389968008
leaf_count=94 191 169 1610 37 14 54 16 81 52 5 27 29 30 8 19 13 89 20 66 23 13 18 25 13 15 48 42 5 22 52
internal_value=-5.38364e-05 -0.0239889 0.000138326 0.00447152 0.0057707 0.00367781 0.035191 0.0110056 -0.0551515 0.00680055 0.0115366 -0.00529851 0.00830646 0.00405172 0.0120446 0.00570497 0.0119283 -0.0233895 0.0218279 -0.00777666 -0.0366949 0.0416582 0.00516868 -0.00531125 0.00781991 -0.00565557 -0.0102869 0.0117213 -0.00940728 -0.0539741
internal_weight=0.405397 0.00322881 0.402168 0.0947296 0.0929156 0.0867448 0.00617083 0.00391347 0.00437244 0.0823723 0.0591992 0.0231731 0.0571103 0.0506489 0.0383386 0.0347849 0.0321976 0.00704914 0.0251484 0.00666825 0.00487611 0.00646135 0.0200674 0.0153426 0.0126086 0.0104773 0.00344179 0.00823314 0.00509629 0.0039172
internal_count=2900 360 2540 930 836 725 111 97 106 619 425 194 420 375 345 326 313 80 233 144 121 45 165 128 115 100 108 52 47 72
is_linear=0
shrinkage=0.1


Tree=895
num_leaves=31
num_cat=0
split_feature=3 3 3 1 1 1 1 3 3 4 3 3 4 0 3 3 4 1 2 4 1 2 2 4 4 4 1 0 2 0
split_gain=0.000177516 0.00116057 0.000633557 0.00493592 0.00226047 0.00267767 0.000919621 0.000616582 0.00253866 0.00195908 0.00142165 0.00139896 0.00118074 0.00109558 0.000740382 0.00151468 0.000687747 0.00193617 0.00189048 0.00174218 0.00238662 0.00136363 0.00179139 0.00192447 0.00273193 0.00309426 0.00108627 0.00117804 0.000887128 0.000856769
threshold=0.07950500000000002 0.07933500000000003 0.082620000000000013 61.966271448700006 63.154569942350008 66.697957758300021 80.468240302450013 0.084365000000000009 0.083905000000000021 42.871500973550006 0.085155000000000022 0.084795000000000023 43.673409002000007 90.603727454250006 0.085245000000000029 0.085495000000000029 42.526729949000007 62.009286778800011 -0.086894999999999986 43.874475754150005 62.106071271500007 -0.14739999999999998 -0.094344999999999998 42.654057868200006 42.773538294100007 43.147345722250009 68.321786469100019 97.32487278035002 -0.087910000000000002 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 -1 3 -2 -5 -6 -7 8 9 13 11 -9 -11 -4 -12 -16 29 18 -18 20 -19 -22 -23 -24 -25 -26 -21 -28 -29 -17
right_child=2 -3 7 4 5 6 -8 10 -10 12 14 -13 -14 -15 15 16 17 19 -20 26 21 22 23 24 25 -27 27 28 -30 -31
leaf_value=0.0019874016216367336 0.073146508721098111 0.072190795829532847 -0.060904025052904466 -0.081095074490557223 0.053859223373866533 -0.08343863796907787 0.01368839801926673 -0.0017537496821582307 0.076879732843924978 0.056445701354001711 0.042453005371167765 -0.08787281091733691 -0.0044544444619757304 0.0073360482465678438 -0.064363447160479051 0.013898675784191857 -0.018116445001541848 -0.084436087464679177 0.058399054723926785 0.060035432800584224 0.04770104597707589 -0.08227019067775862 -0.061545740568077857 0.068785611109856162 -0.089022080932816272 0.025169212924252501 -0.065555111790455076 0.070609883788622513 -0.027724258664171365 -0.0011134691217558714
leaf_weight=0.085972284190083126 0.0046839731403452252 0.0024211182632988262 0.0059388651134213667 0.0080760972463025382 0.0039116812008188626 0.0035801517496033557 0.0013395805015517675 0.0038261305103582011 0.0052464168652250889 0.0062739937045961369 0.0040107899018482765 0.0037204775612840004 0.0064631692345413772 0.0038961543120562313 0.0037000517468082075 0.052081517212917983 0.0058363895662600918 0.0065698852832248257 0.007228010492265638 0.0037355507089902309 0.0028840663642132154 0.0044676936056190142 0.0056963341091886962 0.0047970377576899157 0.0041333058318823307 0.0055717467900046683 0.002263862229825241 0.0020232334198606594 0.0016786075612374583 0.14077910742142777
leaf_count=1098 12 12 19 23 21 44 58 24 25 11 12 25 36 35 24 222 27 45 32 26 26 31 15 15 32 33 27 17 37 836
internal_value=-4.89366e-05 0.00391029 -0.00116202 -0.0176932 -0.0428589 -0.00789298 -0.0569922 5.69139e-05 0.0142198 -0.000344152 -0.00142983 -0.0442104 0.0255434 -0.0338706 -0.000175836 -0.000850438 9.05227e-05 -0.00957188 0.0242165 -0.0196452 -0.0302771 -0.0173618 -0.0249693 -0.0122949 0.00705058 -0.023464 0.0177482 -0.00873084 0.0260201 0.00294052
internal_weight=0.402807 0.0883934 0.314414 0.0215915 0.0169075 0.00883141 0.00491973 0.292822 0.0278186 0.0225722 0.265004 0.00754661 0.0127372 0.00983502 0.257457 0.253446 0.249746 0.0568857 0.0130644 0.0438213 0.0341201 0.0275502 0.0246661 0.0201984 0.0145021 0.00970505 0.00970125 0.0059657 0.00370184 0.192861
internal_count=2900 1110 1790 158 146 123 102 1632 126 101 1506 49 47 54 1457 1445 1421 363 59 304 197 152 126 95 80 65 107 81 54 1058
is_linear=0
shrinkage=0.1


Tree=896
num_leaves=31
num_cat=0
split_feature=2 3 2 4 4 2 4 3 1 4 2 4 2 1 4 2 3 2 3 3 4 2 1 0 4 2 3 3 2 3
split_gain=0.000185658 0.000823295 0.000803356 0.000621522 0.000796025 0.00113362 0.000826488 0.000776068 0.00113631 0.000797536 0.000597849 0.00172403 0.000580084 0.000685117 0.000465598 0.000406917 0.00110262 0.000663838 0.000838448 0.000810731 0.000659772 0.000466833 0.000959129 0.00155464 0.000995604 0.000961242 0.00103514 0.00105564 0.000506813 0.000494703
threshold=0.15675000000000003 0.11747500000000002 0.20327000000000003 33.96174662340001 38.175120519550006 0.22542000000000004 37.020641110850008 0.081550000000000025 68.214248143850014 38.512991772500008 0.11529000000000002 41.43512228960001 0.072320000000000023 66.697957758300021 40.421032462050007 0.048530000000000011 0.091885000000000022 -1.0000000180025095e-35 -0.04931 0.090640000000000012 43.902382686800003 -0.033594999999999993 75.18810853425002 93.262612545250008 39.893178577750007 -0.024989999999999998 0.088165000000000021 0.10017000000000002 -0.037524999999999996 0.11614000000000002
decision_type=2 2 2 2 2 2 2 2 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 6 -6 -5 8 -7 -9 12 -12 15 -14 -10 17 20 21 -19 -20 -17 28 23 24 -23 -26 -27 -28 29 -1
right_child=1 -3 3 4 5 7 -8 9 14 -11 11 -13 13 -15 -16 16 -18 18 19 -21 -22 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.0011020838987483327 -0.049138261387303601 0.039249631509181732 -0.07028021734212396 -0.0054274988690301415 0.05353192234530274 -0.073994643550563025 0.077689338641820968 0.0022282266970578024 0.067430875616105251 -0.10003763692066553 0.095682849355372745 -0.029789239852359435 0.021417528898555915 -0.078383631696272243 -0.004274046119851869 0.075381551977337355 -0.064755634259249295 0.031038946778326172 -0.10005109448388512 -0.015225655507000311 -0.017817805161249877 -0.047857770905181479 -0.028075089745444027 0.074885367101083108 0.05670656230405699 0.041258338754334989 -0.052808201990506676 0.018341057480037348 -0.023213905414596669 -0.017029644656328152
leaf_weight=0.29920259414256056 0.0052897424153936215 0.0031852577604442175 0.0013256091339213646 0.0024586422906747183 0.0020304759159870409 0.0016835879434324861 0.0023302031626997177 0.0011370309221092607 0.0015261410958018473 0.0023156485630368129 0.002347468956795903 0.0020526486277434941 0.0010569932299332721 0.0019695683194345392 0.0022269184274283371 0.0030263815516319093 0.0010115237271674706 0.0015385068799758372 0.0020934672754086879 0.0024399855196658941 0.0010140900480894999 0.0026738245431290461 0.0048393920624677919 0.0043483478057169114 0.0046394295266374242 0.0046961920962644331 0.0041946469212774673 0.0041469205638975382 0.009532568372700112 0.015844428047354697
leaf_count=1880 46 27 41 27 15 13 13 4 18 65 16 83 13 42 28 77 27 36 55 29 12 15 46 17 28 39 20 24 22 122
internal_value=-5.71048e-05 -0.00831046 -0.0150965 -0.00452529 0.00102358 -0.0138838 0.0350163 -0.0292827 -0.00573615 -0.0663596 0.000507839 0.0371503 7.00303e-05 -0.0435292 0.024884 0.000431313 0.028615 3.60118e-05 -0.032749 -0.0543965 0.0519901 0.000598166 0.0126339 0.02061 0.00901317 0.0176154 0.00370495 -0.0174371 -0.000497156 0.000190198
internal_weight=0.398178 0.0255093 0.022324 0.0170343 0.0157086 0.0109198 0.00478885 0.00888933 0.00543665 0.00345268 0.372669 0.00440012 0.368269 0.00302656 0.00375306 0.365242 0.005052 0.36019 0.00607196 0.00453345 0.00404047 0.354118 0.0295388 0.0246994 0.020351 0.0176772 0.0130378 0.00834157 0.32458 0.315047
internal_count=2900 297 270 224 183 143 40 128 59 69 2603 99 2504 55 46 2449 116 2333 120 84 89 2213 189 143 126 111 83 44 2024 2002
is_linear=0
shrinkage=0.1


Tree=897
num_leaves=31
num_cat=0
split_feature=0 4 2 2 2 2 4 1 4 0 4 2 1 1 1 0 0 4 3 1 0 0 4 4 3 2 2 2 2 2
split_gain=0.000174807 0.000305218 0.000289699 0.000301748 0.00194373 0.00052221 0.000752126 0.000546218 0.000451707 0.000359997 0.000301612 0.000678817 0.000480338 0.000286095 0.000793156 0.000835322 0.000765648 0.00142218 0.0014199 0.000540212 0.000587885 0.00163241 0.000451918 0.00128126 0.000693245 0.00104139 0.00128012 0.000654753 0.000387268 0.00096674
threshold=114.06859001680002 48.315732392000008 0.68694500000000025 0.19122000000000003 0.20327000000000003 0.25677000000000011 40.08085804200001 65.727424373200009 37.064694648750013 93.442739239950015 34.542090938800008 -0.11808 71.090898343450007 80.677940036650014 80.909147435850016 100.87363751255002 100.24991522630002 42.297164883650005 0.089850000000000027 77.898074329750017 99.378854792050006 97.835679825150024 39.468990633150007 41.558544840500012 0.093925000000000022 -0.084239999999999995 -0.088944999999999996 -0.15818499999999999 -0.11808 -0.088099999999999998
decision_type=2 2 2 2 2 2 2 2 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 10 -5 9 7 -7 -9 -6 11 12 -1 16 -15 -16 19 18 -18 28 21 -21 -17 -24 25 26 27 -25 -12 -30
right_child=1 -3 -4 4 5 6 -8 8 -10 -11 13 -13 -14 14 15 22 17 -19 -20 20 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.068345892589809151 -0.057566917176392667 0.0033751905110625223 0.031048062499681308 -0.10011477741363595 0.047993814316677846 0.055030597828651162 -0.078580482448134537 -0.057009808555409047 0.0054725079691390517 0.00054103431770716399 0.0059511535142240017 0.038863972425421139 0.024840084072630723 0.071778488648307479 -0.075659323658522321 0.045447872256569599 0.026501554675679315 -0.082921424064508129 -0.05573042746871959 0.075453318460374896 0.070016151453304226 -0.047846559458653286 -0.064969876020589332 0.026393087171231001 0.085917250959392386 -0.058001103576658053 0.088648951827273836 -0.0615768591778088 -0.012761099694215303 0.0014854589479661973
leaf_weight=0.0012307768865494955 0.0014398398012440291 0.0019146350682753672 0.0030097247317589773 0.0022316260469626347 0.0028284325017233778 0.0013412706231363831 0.0015885700596180788 0.0017963378160787673 0.0032509938455973497 0.0036772422720248166 0.077539303684930672 0.0055130128340976498 0.0010046999509854618 0.0020032152760905029 0.0011881771230467788 0.0030910688830056042 0.0055092479990472287 0.0031610344452739922 0.0033929889275747804 0.0019380310469507825 0.0022605093956826749 0.0024077618912770049 0.0022613698688916566 0.002124393380607608 0.001329852799711739 0.0018319839499308906 0.0021921011108645412 0.0014060631523449274 0.063846163737756617 0.18754426030705132
leaf_count=61 217 65 35 11 22 9 39 41 37 31 571 61 34 7 17 88 35 83 30 38 11 13 59 43 18 42 9 62 267 844
internal_value=-5.19128e-05 -0.022783 0.000142356 -9.64624e-05 -0.0132412 0.000144952 -0.0170032 -0.00169158 -0.0167649 0.0211718 0.000492919 0.0200163 -0.0264649 7.84938e-05 0.0125812 0.00489341 -0.000548379 -0.0253005 -0.00484025 0.000341514 0.0286544 0.00713972 0.0116162 0.00223359 0.0193391 0.00761909 0.0286263 -0.00864241 -0.00022713 -0.00213277
internal_weight=0.395855 0.00335447 0.3925 0.38949 0.0167145 0.0144828 0.00797717 0.0063886 0.00504733 0.00650567 0.372776 0.00774849 0.00223548 0.365028 0.0174282 0.015425 0.347599 0.0120633 0.00890224 0.335536 0.0066063 0.00434579 0.0142368 0.0111458 0.00888439 0.00755454 0.00572256 0.00353046 0.32893 0.25139
internal_count=2900 282 2618 2583 190 179 126 87 78 53 2393 156 95 2237 345 338 1892 148 65 1744 62 51 321 233 174 156 114 105 1682 1111
is_linear=0
shrinkage=0.1


Tree=898
num_leaves=31
num_cat=0
split_feature=1 1 0 2 0 0 0 4 1 4 0 3 4 0 1 3 3 1 0 2 3 2 2 3 3 4 2 3 4 3
split_gain=0.000165796 0.000848589 0.00101911 0.00142836 0.00140377 0.00101175 0.000816814 0.000637438 0.00191163 0.000947974 0.00171804 0.00123488 0.00149238 0.00110985 0.00116997 0.000761101 0.00213583 0.00150304 0.00192722 0.00134593 0.00129152 0.00115179 0.00272393 0.00127851 0.00118599 0.00113388 0.00161461 0.0013426 0.00105873 0.00337701
threshold=68.961639504150014 68.214248143850014 91.625341543800019 -0.053019999999999991 90.337570099350003 90.837623311600012 92.313586825200005 38.238138001450004 65.111767461350013 37.020641110850008 85.807518149550006 0.090640000000000012 35.818873074050011 89.528344202050008 61.767325547050007 0.10273500000000002 0.10133000000000002 62.837331883000012 89.219171517050015 -0.11420499999999999 0.10661000000000002 -0.016334999999999999 -0.042409999999999996 0.094165000000000013 0.077330000000000024 41.621607100200002 -0.069554999999999992 0.11467000000000002 41.468518788800004 -0.028854999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 9 15 11 -11 12 13 14 -1 16 17 21 19 -19 -17 22 28 24 -23 26 -22 -27 29 -9
right_child=6 -3 3 -5 5 -7 -8 8 -10 10 -12 -13 -14 -15 -16 20 -18 18 -20 -21 25 23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.046394588086160551 -0.059470787709533672 0.035193480986993479 -0.10004563075245042 0.0042038966989576204 0.05586539958682224 0.00092480063538470994 -0.0018667589447334551 0.027315346726930912 -0.063754206907081959 0.00031104986915266286 0.083078925609997842 0.019139554303073823 -0.084661075500293725 0.099607302292991973 -0.10003772361499347 -0.042040459918588548 0.063407327435279867 0.048966442159862809 0.087439482996566564 -0.035559908117230615 -0.01422658697369694 0.016696604116018237 0.051732818029614686 0.017667414063329025 -0.082731342350621517 -0.073882873125177689 0.051277098956824599 0.0062598216902111986 0.00076670917428197001 -0.042874249176963926
leaf_weight=0.0010815137515698711 0.0025103628235245692 0.0072211625920175484 0.0023991874293767257 0.0029064396214741875 0.0078700861846954101 0.0058384771456466847 0.1267246525869552 0.010118498815770316 0.0049482729640448744 0.0054762461258519579 0.0046267422294477001 0.011750176500635257 0.0031347470413618517 0.0010028537503785628 0.0011012020860831878 0.011335881329785025 0.0054654190209930667 0.003518990986776771 0.0043166883578464876 0.0040540598655783855 0.0083385043302541817 0.0015550910945207955 0.0093269674211859943 0.0030774910649142839 0.0052491526745959624 0.0038535360884637271 0.0068578151217479908 0.0045685752817869463 0.10227158470327885 0.02125091910517618
leaf_count=39 66 34 40 34 40 31 1580 41 29 31 15 46 18 5 34 35 16 22 14 33 29 75 36 14 53 21 28 46 329 66
internal_value=-5.00035e-05 0.0013843 0.000435418 -0.0429374 0.00134863 0.0324662 -0.00298571 -0.000441597 -0.00233557 0.013683 0.0382152 -3.27453e-05 -0.0356762 0.0125272 -0.027482 -0.000854202 0.001906 -0.000134382 0.0341134 0.00371719 -0.0142946 -0.00279842 -0.000516228 -0.0358169 -0.0600074 -0.000977687 0.015334 -0.0304095 -0.00416275 -0.0202339
internal_weight=0.393751 0.264516 0.257295 0.00530563 0.251989 0.0137086 0.129235 0.238281 0.210107 0.0281735 0.010103 0.0180705 0.00632032 0.00318557 0.00218272 0.205159 0.170205 0.164739 0.0118897 0.00757305 0.0349543 0.15285 0.142968 0.00988173 0.00680424 0.0236184 0.0151963 0.00842211 0.133641 0.0313694
internal_count=2900 1254 1220 74 1146 71 1646 1075 887 188 46 142 96 78 73 858 699 683 69 55 159 614 472 142 128 124 57 67 436 107
is_linear=0
shrinkage=0.1


Tree=899
num_leaves=31
num_cat=0
split_feature=0 0 1 1 4 3 2 2 3 2 4 3 3 1 1 1 0 0 0 4 2 2 0 4 1 3 0 2 1 0
split_gain=0.000171285 0.00201537 0.00103771 0.00216703 0.00122039 0.000891805 0.000491866 0.00149622 0.00122024 0.00120228 0.000613266 0.000528767 0.000837141 0.000938698 0.000567142 0.000494035 0.000506219 0.00049371 0.000490465 0.00197817 0.0012827 0.000821933 0.000486416 0.00265252 0.00103868 0.00079981 0.000716481 0.00115081 0.000583702 0.000852488
threshold=85.613949164150014 85.447264760050004 61.917879202350001 61.907125369850007 43.968221017800005 -0.15684499999999998 -0.074434999999999987 -0.01762 0.10273500000000002 -1.0000000180025095e-35 38.938637541200009 0.093760000000000024 0.085765000000000022 58.549241164900003 61.767325547050007 56.981870074850008 71.340924949550015 83.011521693850014 85.807518149550006 42.027086531450003 -0.084239999999999995 -0.086339999999999986 85.968825637350008 40.621691032550004 61.885617704800005 0.085765000000000022 86.232294534150014 -0.048664999999999993 61.928633034850002 87.181320254150009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -8 11 -9 -11 12 13 15 -15 16 -1 -12 19 21 -21 -2 23 -20 -24 -25 27 -26 -28 -30
right_child=18 -3 4 -5 -6 -7 7 9 -10 10 17 -13 -14 14 -16 -17 -18 -19 22 20 -22 -23 24 25 26 -27 28 -29 29 -31
leaf_value=0.0043190321037047934 0.056466378846632671 -0.074675740784979711 0.0080856744527804236 0.08676950151427465 0.023671093515913191 -0.10007293444615123 -0.10006468658092807 0.085662418837271201 0.056230215938848187 -0.064811872296036716 -0.028760174134160373 -0.048200332720580032 0.051559053905430564 -0.013940084713500138 -0.10007672451126291 0.03731375167856317 -0.054487312363310531 0.064452298892378898 0.023422536298238109 -0.041893379591023544 0.021421557455586153 0.014303269987883303 -0.053846347422568677 -0.028526320392112826 0.03161072647915189 -0.10006686139522157 0.033938186239688584 -0.015521017961889301 -0.012623987039567245 0.0016577462921837664
leaf_weight=0.0076742300028811369 0.0085141095605649753 0.0038869875942263701 0.001041203495650983 0.0031121448046178548 0.0020885570308735169 0.0028463516794228127 0.0018874798208856625 0.0013360452009267831 0.0040747046980413862 0.0019259528424919918 0.0013134877275175604 0.0023543531203813464 0.0028929964379014175 0.0015388614564160385 0.0015188354706927587 0.0034458302706711361 0.0018088612777711968 0.0010014802772152602 0.0069157837466491401 0.0080832704838238456 0.005296220886111592 0.010117954218003433 0.0034965857525115487 0.0029534338913208558 0.017109667522632321 0.0033187376900088994 0.0048326724972866933 0.0074303600446796727 0.051931212986751518 0.21413461781830168
leaf_count=68 18 39 19 6 11 97 15 13 16 14 79 15 20 34 9 25 36 7 18 36 21 23 18 13 45 32 12 33 133 1975
internal_value=-4.76489e-05 -0.00579634 0.000599377 0.00702451 -0.0379821 -0.0711048 -0.000548102 -0.0231061 0.00610507 0.00293992 -0.0231207 -0.00351372 0.00205885 -0.00689888 -0.0567263 0.00488533 -0.00689804 0.0115646 0.000716567 0.0125048 -0.0168304 0.0335701 -0.000492444 -0.0192874 0.000336722 -0.0663799 0.000977991 0.0173399 -0.000504196 -0.00112979
internal_weight=0.389883 0.0457484 0.0418614 0.0358853 0.00597611 0.00388756 0.0327731 0.00746445 0.0253087 0.00557697 0.00424092 0.021234 0.0188796 0.0159866 0.0030577 0.0129289 0.00948309 0.00231497 0.344135 0.0320116 0.0133795 0.0186321 0.312123 0.013188 0.298935 0.00627217 0.295439 0.02454 0.270899 0.266066
internal_count=2900 523 484 357 127 116 351 128 223 113 100 207 192 172 43 129 104 86 2377 98 57 41 2279 63 2216 45 2198 78 2120 2108
is_linear=0
shrinkage=0.1


Tree=900
num_leaves=31
num_cat=0
split_feature=3 2 3 0 3 2 0 4 4 4 3 3 3 3 3 3 2 1 3 3 1 1 4 4 4 2 4 3 2 2
split_gain=0.000169744 0.00088279 0.000527041 0.00107572 0.000451775 0.00044334 0.00105827 0.000408052 0.000270242 0.000832357 0.00101561 0.00157783 0.000869499 0.00102852 0.00140193 0.001441 0.00129936 0.000706574 0.000593507 0.000711241 0.000989252 0.00153896 0.000828252 0.000801764 0.00131662 0.000746295 0.0006866 0.000591977 0.00124697 0.000432624
threshold=-0.25765499999999997 -0.23557500000000001 -0.27687999999999996 86.597924839850023 -0.25276999999999999 -0.13324 76.591483678350016 32.785955158400007 43.411469133450005 43.542456167850005 0.089580000000000021 0.085880000000000026 0.085245000000000029 0.083415000000000031 0.082325000000000023 0.081550000000000025 -0.090169999999999986 70.343506983200015 -0.2485 -0.093074999999999991 61.998532946250002 63.910026677050006 41.061442884200012 38.938637541200009 37.572218886150004 -0.080319999999999989 43.245737185650007 -0.072169999999999998 -0.076709999999999987 -0.065399999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -2 6 -3 -6 18 -10 11 12 13 14 15 -11 -15 -12 -9 20 22 -22 -20 24 -23 -25 27 28 -21 -29
right_child=4 2 3 -5 7 -7 -8 8 9 10 17 -13 -14 16 -16 -17 -18 -19 19 26 21 23 -24 25 -26 -27 -28 29 -30 -31
leaf_value=-0.10004913564269811 0.040258386106458099 -0.017513008732005314 -0.082486829612744672 0.020383804601750176 -0.04167565486404648 -0.024755817234012479 0.074978083415219762 -0.03976459448892522 0.052522620646601216 0.0028697740461515707 0.053698839094279908 -0.056683275579281246 0.082195507638174972 0.014359419751528846 0.051009184717503576 -0.10007582668730484 -0.10008623875661633 -0.011076523174318871 0.0092644695048871399 0.017484095772116126 0.080325960531998211 0.029259762625160203 -0.10005728201654357 0.066493463088716259 -0.074672497070199961 -0.00098538065041313275 -0.036867145343864573 -0.0028353795406520057 -0.074553557806125534 0.005595059991441647
leaf_weight=0.0010340894172131297 0.0028119825294959924 0.0024362706065616151 0.0020791338548554325 0.0019889414705443476 0.0023318773533745887 0.0021703093560303064 0.0025132559231266782 0.0038632119331780115 0.0037231133700096333 0.022583981185079205 0.0059372308599150714 0.004837425974744256 0.0013742145592116539 0.0018604882118040678 0.0059174022040195942 0.0014468209605388296 0.0021252899768365299 0.0023507239025152421 0.0017010114936954054 0.0027298116319939419 0.0042041209608214549 0.0025145492778180234 0.0011695059176278083 0.0032452495072232117 0.0023654933505028453 0.0033113583877741899 0.0053951241654601736 0.19543544123133832 0.0031949196788434294 0.088406321231084328
leaf_count=63 24 30 20 52 123 50 13 23 27 421 34 52 14 17 25 12 25 51 23 30 13 28 31 34 15 35 32 963 24 596
internal_value=-5.16146e-05 -0.011649 -0.00347822 -0.0321919 0.000326531 0.012928 0.0294518 2.47028e-05 0.000287732 0.00695883 0.00345632 -0.0031232 0.00421484 0.00105688 0.00740816 -0.00332827 -0.0466651 0.0353265 -0.000808025 -0.000328234 0.0186861 0.0285896 -0.0352754 0.00957122 -0.0211191 0.0324139 -0.00152073 -0.000862623 -0.0321473 -0.000209606
internal_weight=0.387059 0.012222 0.0111879 0.00406808 0.374837 0.00711984 0.00494953 0.372025 0.369693 0.0521567 0.0484336 0.0401456 0.0353082 0.033934 0.0299482 0.0240308 0.00398578 0.00828795 0.317536 0.313673 0.0185113 0.0156408 0.00287052 0.0114367 0.00488004 0.00655661 0.295162 0.289766 0.00592473 0.283842
internal_count=2900 228 165 72 2672 93 43 2648 2525 678 651 566 514 500 458 433 42 85 1847 1824 179 125 54 112 43 69 1645 1613 54 1559
is_linear=0
shrinkage=0.1


Tree=901
num_leaves=31
num_cat=0
split_feature=2 4 2 2 1 1 1 3 4 3 4 4 3 0 4 3 3 2 3 3 3 2 4 4 2 2 3 2 2 1
split_gain=0.000165512 0.000367411 0.000354215 0.000885725 0.000504339 0.000458564 0.000747861 0.000428666 0.000659293 0.000315536 0.000828779 0.000963243 0.000740831 0.000778013 0.000433998 0.000430383 0.000618583 0.000350237 0.000975175 0.00080135 0.000955474 0.000453282 0.00125746 0.00200608 0.00122928 0.00165182 0.00127527 0.00197611 0.00213619 0.0010365
threshold=-0.62958999999999998 40.580626202750004 -0.58350999999999986 -0.5422499999999999 65.111767461350013 63.910026677050006 69.64719632740001 0.098005000000000023 41.590548329450009 0.13062500000000002 41.289992964000007 39.945535567850008 0.11614000000000002 86.692020874450009 38.441102963850007 0.11263500000000003 0.11048000000000002 0.15675000000000003 0.10273500000000002 0.094415000000000013 0.090225000000000014 -0.062629999999999991 41.028010303750008 41.134354310300004 -0.057185 -0.031989999999999998 0.09660500000000001 -0.016334999999999999 0.049235000000000008 70.96454081135002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -2 -7 8 -8 12 11 14 15 -14 -11 16 17 21 19 20 -19 -5 29 -24 -25 -26 27 -27 -29 -23
right_child=2 -3 3 9 -6 6 7 -9 -10 10 -12 -13 13 -15 -16 -17 -18 18 -20 -21 -22 22 23 24 25 26 -28 28 -30 -31
leaf_value=0.011764605395456857 0.062847530979475194 -0.041558119963084783 -0.0075874325948840325 -0.001020554400740102 -0.10002473114986653 -0.057390709457749545 0.026919271323401203 0.055645330347015631 -0.062286527666020823 -0.007231610685015797 0.050153108496212177 -0.05276320631130469 -0.066772964173447885 -0.0027781094238127808 0.057938183903656952 0.027917111630363086 -0.039350751128920274 -0.0027061064889984583 -0.088023979445822353 0.033782300764272785 -0.06414689309752547 0.029314484458671932 -0.10014155961985993 0.059236031400154002 -0.050437935079419273 0.03798007775842991 0.047554148203750764 -0.090962714716070148 0.011774763306582094 -0.0040947142654256382
leaf_weight=0.0023366579596081861 0.0019084373416262479 0.0028908717630703497 0.0010276202149270865 0.24487222324272065 0.00138675558148615 0.0014255961841627149 0.0031047943784492443 0.0024534601493233499 0.0011300485029572399 0.0020765175526781393 0.0044425544329320665 0.0026274309142186869 0.0034093409597768234 0.004290508785814412 0.0020119748864082937 0.0055314353958903486 0.0039889114239173842 0.010623770496193046 0.0015817655609695952 0.0039294833339056359 0.0033226989578220402 0.029798788267169918 0.0021730886994646417 0.0030766534498436462 0.006677517167091195 0.0053271528558700406 0.0055810013491495161 0.0041155907457215432 0.0039820724458140304 0.013490176990163583
leaf_count=28 6 21 7 1529 53 9 59 18 29 34 37 14 30 32 17 35 28 171 12 37 39 128 8 14 34 41 34 122 145 129
internal_value=-5.09787e-05 -0.0177233 0.000192539 -0.000310812 -0.060681 0.0187422 0.00836831 0.0223847 0.00311511 8.64191e-05 0.0166447 -0.00552092 -0.000432918 -0.0311138 0.0248389 0.000245786 -0.000201057 0.000260215 -0.0127649 -0.00610557 -0.0173442 0.00105446 0.00790032 -0.00749747 -0.000497335 -0.0076529 0.00737922 -0.00932241 -0.040441 0.0189031
internal_weight=0.384595 0.00522753 0.379367 0.369345 0.00241438 0.0100223 0.0081139 0.0066883 0.00423484 0.366931 0.0111585 0.00671592 0.355772 0.00769985 0.00408849 0.348072 0.342541 0.338552 0.0194577 0.017876 0.0139465 0.319094 0.074222 0.0309331 0.02876 0.0256833 0.0190058 0.0134248 0.00809766 0.043289
internal_count=2900 49 2851 2730 60 121 115 106 88 2670 102 65 2568 62 51 2506 2471 2443 259 247 210 2184 655 398 390 376 342 308 267 257
is_linear=0
shrinkage=0.1


Tree=902
num_leaves=31
num_cat=0
split_feature=0 0 1 2 1 0 3 0 2 0 2 0 3 3 1 1 1 3 3 4 4 3 0 3 1 2 3 1 3 1
split_gain=0.000168534 0.000881525 0.000867262 0.00130576 0.000901588 0.00273738 0.000629333 0.00120509 0.000615012 0.00186695 0.0016151 0.0027189 0.00147781 0.00290459 0.00126151 0.00281775 0.00198875 0.00109693 0.00239605 0.00122514 0.00122509 0.00104513 0.00101564 0.0010813 0.00110016 0.000978067 0.00108835 0.00186605 0.000958937 0.000931324
threshold=85.716110573100011 85.775256651950016 61.993156030000002 -0.01762 61.960894532450006 85.656964494200011 0.10332500000000001 83.680947768350009 -0.096499999999999989 85.839779647100016 -0.088329999999999992 99.642323688800005 0.087265000000000023 0.088500000000000023 62.00390986255001 62.057679025150001 62.084563606450011 0.083185000000000023 0.085715000000000027 36.514114975300011 38.238138001450004 0.081815000000000013 85.968825637350008 0.085245000000000029 61.998532946250002 -0.15895000000000001 -0.112455 67.316303128300021 0.074640000000000026 67.980352286500008
decision_type=2 2 2 2 2 2 2 2 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 6 5 -1 7 -4 9 -3 11 12 -10 -14 -11 -16 -17 21 -19 29 -21 25 23 -12 -25 -18 -27 -28 -29 -20
right_child=1 8 3 -5 -6 -7 -8 -9 10 14 22 -13 13 -15 15 16 17 18 19 20 -22 -23 -24 24 -26 26 27 28 -30 -31
leaf_value=0.0016623423362277215 0.028848645334087087 0.10002220680221852 -0.0068837507113946282 0.060479416067195452 0.034248040002754478 -0.10006890157078424 0.0062391391565185667 -0.10005586113537823 -0.082358142147183191 -0.043084888836874051 0.011074159944888771 0.049656815993723374 0.04336317565239628 -0.063959567165144046 0.097215966709346915 -0.10006261218570474 0.0098094417470611997 0.052360008168440809 0.10001281334214172 -0.059324559248223656 0.0028224499505549632 -0.091525655150156482 0.0016658521813945092 -0.091071933327207644 -0.018165023324595461 -0.10004381100220112 0.054580183247946737 0.019778337711020565 -0.085233455751804063 0.010995249198009094
leaf_weight=0.038529668126822458 0.010848292106402369 0.0020829076238442481 0.0022307287769059037 0.0012514362044150438 0.0066893237291356647 0.0028399631413842377 0.0015771838516105419 0.0036753889895470883 0.0067718076825968752 0.0053035090450350699 0.0047925764276897107 0.0035974231317008982 0.0041025094997593214 0.0065445946829036927 0.0033417809754610053 0.0018101573791682304 0.013540461453171237 0.01227970712644208 0.0021624570217682014 0.0034238304480732748 0.043117349021029511 0.0015640017857265929 0.18035675265978537 0.0035262404093456823 0.0050109699759892656 0.0019032168884373091 0.0024757291894275321 0.0012249818987963568 0.0029973339395477708 0.0025746071702956062
leaf_count=388 25 4 52 30 19 12 16 63 37 26 13 40 11 40 7 6 281 56 7 48 262 20 1132 24 21 48 13 16 123 60
internal_value=-5.55088e-05 0.000821899 -0.0050819 -0.0340678 0.000186307 -0.00532135 -0.049879 -0.0648649 -0.000144835 0.00634117 -0.00315978 -0.0294898 -0.0458355 -0.0226063 0.00434434 0.00706619 0.00368404 0.00583611 0.0126833 0.00318188 -0.00174943 -0.0125221 -0.00030278 -0.0269391 -0.0482788 -0.00694164 -0.0333119 -0.0143503 -0.0547673 0.0516315
internal_weight=0.382147 0.325353 0.0567937 0.00873474 0.048059 0.0413696 0.0074833 0.00590612 0.314505 0.099802 0.214703 0.0210163 0.0174189 0.0106471 0.0977191 0.0924156 0.0890738 0.0872637 0.063558 0.0512782 0.0465412 0.0237057 0.193687 0.0133298 0.00853721 0.0221417 0.00860126 0.00669805 0.00422232 0.00473706
internal_count=2900 2320 580 161 419 400 131 115 2295 977 1318 128 88 51 973 947 940 934 433 377 310 501 1190 58 45 481 200 152 139 67
is_linear=0
shrinkage=0.1


Tree=903
num_leaves=31
num_cat=0
split_feature=0 4 2 2 2 2 4 4 0 4 4 2 1 1 0 0 4 0 1 0 0 4 4 3 2 2 3 0 2 2
split_gain=0.000163995 0.000280217 0.000261846 0.000232195 0.00169995 0.000478302 0.000896817 0.00045863 0.000297474 0.000787963 0.000263638 0.000596337 0.000243512 0.000679852 0.000720972 0.000656913 0.00122582 0.00126869 0.000450075 0.000447596 0.00140225 0.000385454 0.00112601 0.00062786 0.000819669 0.00107279 0.000554231 0.00106702 0.000351567 0.000764906
threshold=114.06859001680002 48.315732392000008 0.68694500000000025 0.19122000000000003 0.20327000000000003 0.22542000000000004 37.797539186950011 34.542090938800008 93.063666643600016 41.093509583400007 34.542090938800008 -0.11808 80.677940036650014 80.909147435850016 100.87363751255002 100.24991522630002 42.297164883650005 101.47316367565001 77.898074329750017 99.378854792050006 97.835679825150024 39.468990633150007 41.558544840500012 0.093925000000000022 -0.084239999999999995 -0.088944999999999996 0.074640000000000026 104.3578792496 -0.11808 -0.088099999999999998
decision_type=2 2 2 2 2 2 2 2 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 10 -5 -6 7 -7 -8 -10 11 -1 15 -14 -15 18 17 -17 28 20 -20 -16 -23 24 25 26 -24 -28 -12 -30
right_child=1 -3 -4 4 5 6 8 -9 9 -11 12 -13 13 14 21 16 -18 -19 19 -21 -22 22 23 -25 -26 -27 27 -29 29 -31
leaf_value=-0.02584767255621789 -0.056725644102879808 0.0023608059909360885 0.029813331343350531 -0.10009104904850084 0.03203601640133856 -0.022077755463241703 -0.01371467613521659 0.044658850494231635 -0.10002899293661134 0.0065822613538039816 0.0057594175401708093 0.037655664425272989 0.068154622538622492 -0.07227447077531661 0.042753233666755458 -0.052312914421371481 -0.079992614408974913 0.025798257373541123 0.073018435173481597 0.064684024623221079 -0.044725412202876902 -0.062620948767854054 0.054242015057878096 0.083917818266840041 -0.051743631130601264 0.085901784125281655 0.034965621642643017 -0.10001714732482639 -0.011900278314451597 0.0011514656558542799
leaf_weight=0.0020776008785797209 0.0013756672041433915 0.0019268706280289329 0.0029484899673797851 0.001922649944898369 0.003528413569171108 0.0015508755659881766 0.002811937725180666 0.003064603687624512 0.0018115312466978062 0.0011230536628378807 0.07459334028166803 0.0051303948375285291 0.0019003029574378065 0.0011267846659172914 0.0029767580304863985 0.0034401402395314307 0.0029189683484456838 0.005256718521525261 0.0018258106077491112 0.0020882305402665224 0.0022677434096181059 0.0021457703998827059 0.0010160740594358248 0.001251185050886925 0.0017751827716572226 0.0019432704099813236 0.0011431477230985365 0.0012007460323192193 0.059803207956094784 0.18021473380045583
leaf_count=95 217 65 35 11 22 36 35 25 45 16 571 61 7 17 88 26 83 39 38 11 13 59 14 18 42 9 13 78 267 844
internal_value=-6.51792e-05 -0.0222516 0.000130285 -0.000105041 -0.0119623 0.000236128 -0.0105922 0.0222343 -0.0369577 -0.0592293 0.000421499 0.0193517 3.04023e-05 0.0118959 0.00456278 -0.00055783 -0.0239196 -0.00509949 0.000288091 0.0270096 0.0077908 0.0109989 0.00197531 0.0186158 0.00707299 0.026761 -0.00744365 -0.0341843 -0.000236958 -0.00210053
internal_weight=0.37816 0.00330254 0.374858 0.371909 0.0158131 0.0138904 0.010362 0.00461548 0.00574652 0.00293458 0.356096 0.007208 0.348888 0.0164792 0.0145789 0.332409 0.0116158 0.00869686 0.320793 0.00618178 0.00409355 0.0134521 0.0104754 0.00832961 0.00707842 0.00530324 0.00335997 0.00234389 0.314611 0.240018
internal_count=2900 282 2618 2583 190 179 157 61 96 61 2393 156 2237 345 338 1892 148 65 1744 62 51 321 233 174 156 114 105 91 1682 1111
is_linear=0
shrinkage=0.1


Tree=904
num_leaves=31
num_cat=0
split_feature=0 0 1 1 4 3 4 4 3 3 4 4 3 3 1 0 4 2 0 4 2 3 0 1 3 3 3 1 3 0
split_gain=0.000156979 0.00176402 0.000917064 0.00195928 0.00105364 0.000755541 0.000469265 0.000522003 0.000894571 0.00190279 0.000507472 0.000515872 0.000459931 0.000892277 0.000439383 0.000690483 0.00160498 0.0010956 0.000824506 0.00164397 0.000687817 0.000521546 0.000597185 0.000906274 0.00208442 0.000585117 0.000625172 0.00279469 0.00269069 0.00220565
threshold=85.613949164150014 85.447264760050004 61.917879202350001 61.907125369850007 43.968221017800005 -0.11050499999999999 35.131296350900008 41.24714903835001 1.0000000180025095e-35 -0.15684499999999998 49.39887334565001 48.680511450650009 -0.059734999999999996 0.099780000000000021 61.86411003975001 85.807518149550006 41.902916368500009 -0.084239999999999995 85.968825637350008 40.621691032550004 -0.08725999999999999 0.25847000000000003 86.232294534150014 62.084563606450011 0.091975000000000015 0.12424000000000003 0.07950500000000002 63.431481129800005 0.082620000000000013 89.872466842800023
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -1 12 9 10 11 -9 -8 -14 -2 16 -16 -18 19 -17 -21 22 23 24 -20 26 27 -24 29 -28
right_child=14 -3 4 -5 -6 -7 7 8 -10 -11 -12 -13 13 -15 15 18 17 -19 21 20 -22 -23 25 -25 -26 -27 28 -29 -30 -31
leaf_value=0.046532414498089314 -0.026717214734956574 -0.072015888635082362 0.0014584034948596147 0.0853577468843537 0.020201983433427901 -0.10006879770713112 0.0176997336686508 -0.020636422537095803 0.032654517319385346 -0.10003488501622725 -0.033560675628620244 0.040956925423726705 -0.066949885690692074 -0.0024897657183554074 0.036922557099377917 0.020048388672954734 -0.033332395901249888 0.027619416310857316 -0.027785496577968683 -0.029744995725949842 -0.10006490472931862 -0.026744066371700344 0.048520872485133766 0.049773346614904471 0.042023133315021388 0.039112521445247003 -0.098614007002230414 -0.0038552219494412607 -0.00033386105730896548 -0.01111600649558662
leaf_weight=0.0019680628710801546 0.0057550828798298417 0.0036738533435956835 0.0010380289108094659 0.0028875670759589403 0.0020279700993874883 0.002494224744449893 0.0023987180059457111 0.0019518069757447076 0.0076102526864546263 0.002003958788877898 0.0021789428187730664 0.0044831318673459464 0.0039360199615039448 0.004725658440065672 0.016080290482477722 0.0039580341116334239 0.0079440999367922371 0.0046900913928187302 0.0091295857311593509 0.0028342473758868891 0.0027315065631616786 0.0067697536109090897 0.013414861481244579 0.0061061707581302463 0.0080476428749562956 0.0037621308542202239 0.0051642076141434042 0.042345436304208471 0.1876059805706114 0.0065161856530104615
leaf_count=52 22 39 29 6 11 87 31 79 55 70 6 11 30 17 36 13 37 21 33 14 30 68 40 17 23 40 10 715 1143 115
internal_value=-6.35808e-05 -0.00572185 0.00041235 0.00654529 -0.0372487 -0.0702328 -0.00073562 -0.00391183 0.00648743 -0.0122676 0.00815082 0.0222748 -0.0210503 -0.0317816 0.000673814 0.00115574 0.0159664 -0.0107057 -0.000269533 -0.0292195 -0.0642559 0.000684948 0.0013432 0.0166832 0.0049203 -3.68432e-05 -0.000614326 0.00874546 -0.00323319 -0.0498012
internal_weight=0.376234 0.0433782 0.0397043 0.0341441 0.00556022 0.00353225 0.0312566 0.0292885 0.0182281 0.0106178 0.00861388 0.00643494 0.0110604 0.00866168 0.332855 0.3271 0.0287145 0.0126342 0.298386 0.00952379 0.00556575 0.288862 0.282092 0.0232834 0.0171772 0.258809 0.255047 0.0557603 0.199286 0.0116804
internal_count=2900 523 484 357 127 116 351 299 221 166 96 90 78 47 2377 2355 94 58 2261 57 44 2204 2136 73 56 2063 2023 755 1268 125
is_linear=0
shrinkage=0.1


Tree=905
num_leaves=31
num_cat=0
split_feature=3 3 4 4 0 0 3 4 1 4 2 2 4 3 2 4 3 3 4 2 4 2 4 1 4 2 1 0 4 4
split_gain=0.000166089 0.000457505 0.00108939 0.000722775 0.000482273 0.000328178 0.000285961 0.000601406 0.00142935 0.000805228 0.000895566 0.00174831 0.00117772 0.000595617 0.000548292 0.00043743 0.000464687 0.000735668 0.00122896 0.0014355 0.000817398 0.00103023 0.000577105 0.00138376 0.000609377 0.000556964 0.000520128 0.0011219 0.000409462 0.000364227
threshold=-0.25765499999999997 -0.54481999999999997 39.530201452500002 48.919835655300012 93.063666643600016 86.597924839850023 -0.15684499999999998 40.305698932850007 75.403185184700007 41.289992964000007 -0.16187499999999996 -0.079824999999999993 47.137898133050008 -0.12530999999999998 -0.022239999999999999 32.785955158400007 -0.10585499999999999 -0.072169999999999998 41.919251152600005 -0.076709999999999987 48.008184682100008 -0.23361999999999997 45.154229826150008 69.64719632740001 47.480720532750006 -0.036264999999999999 83.715897724050009 107.15656416340002 34.542090938800008 43.411469133450005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -3 -4 7 8 -2 -9 12 -12 -11 -8 -13 -15 25 18 19 -18 22 -22 26 -24 -25 -17 28 -28 -19 -30
right_child=6 2 5 -5 -6 -7 13 9 -10 10 11 14 -14 15 -16 16 17 20 -20 -21 21 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=-0.033466780578499944 -0.083958310783091988 0.034437076801211296 -0.085984026605059022 0.051768071068136627 -0.044665093118455186 -0.023965946401645156 -0.047211408486822329 0.049082605523488219 0.038669800073063143 0.079875583711812762 -0.10004035588593362 0.043852794252244774 0.00065725771965307353 -0.044716695927530546 -0.035460217535195439 0.052611146365814321 0.046340519927874607 0.029333845861446491 -0.10003211146310405 -0.044072114390350407 0.089624315558796824 0.010232669415791346 -0.10003711902725883 -0.029968532284253741 0.069220920759591339 -0.01234947431503151 -0.10001868116008655 0.012338888251930406 -0.00081556446467559028 0.0121851463698678
leaf_weight=0.0017426967913017517 0.0019991130869949488 0.0026743808934731163 0.0024592978853046751 0.0023184203309938312 0.0010828220921061255 0.0013065408564177927 0.0027015069387348869 0.0058158667918348774 0.0018121068633744214 0.0027207028681979217 0.0020369385782071916 0.0023935092222018275 0.0060494583895649434 0.002179919081695846 0.0013707956761344091 0.0035734006507795457 0.0028343335577178039 0.0049079853202353965 0.0018864796862036719 0.0046161276366256752 0.0022289263576480423 0.0061288996103774918 0.0019204506658780981 0.001444721530184029 0.0010841871496780724 0.0020928723594862411 0.0015984492215918842 0.0020014008927373432 0.27274215646400096 0.023398246656052779
leaf_count=55 30 37 49 5 41 41 55 26 40 37 25 12 36 106 43 35 27 46 77 26 18 190 29 46 17 24 72 212 1287 156
internal_value=-6.93443e-05 -0.011856 -0.0264573 0.0151923 0.0116399 -0.0644671 0.000308315 0.010809 -0.0256528 0.0176252 0.00506959 -0.0254123 0.0252326 -0.000444931 0.0149705 -6.73891e-05 0.000225375 -0.000266919 -0.0279328 -0.00967699 0.000546784 0.0314054 -0.000287616 -0.0360421 0.0125557 0.0286175 0.000234574 -0.0375515 0.000686409 0.00021163
internal_weight=0.373123 0.0115842 0.00752304 0.00406112 0.0037572 0.00376584 0.361539 0.0241985 0.00381122 0.0203873 0.0145714 0.00580124 0.00877016 0.33734 0.0037643 0.334639 0.332459 0.326792 0.00933694 0.00745046 0.317455 0.00835783 0.309098 0.00444936 0.00252891 0.00566627 0.304648 0.00359985 0.301048 0.29614
internal_count=2900 228 168 60 78 90 2672 249 70 179 153 80 73 2423 55 2368 2262 2203 130 53 2073 208 1865 92 63 59 1773 284 1489 1443
is_linear=0
shrinkage=0.1


Tree=906
num_leaves=31
num_cat=0
split_feature=3 4 2 2 2 2 4 4 0 2 1 4 1 0 1 1 0 2 2 2 3 1 1 1 4 0 3 3 0 1
split_gain=0.000152946 0.00120442 0.0006502 0.000836408 0.000652795 0.000902554 0.000382505 0.00107913 0.000830378 0.000457097 0.000595095 0.000449608 0.000773185 0.000818412 0.000672398 0.000462512 0.00050091 0.00182481 0.000456512 0.000440137 0.00088032 0.000438669 0.000622251 0.00240179 0.00156347 0.00304464 0.00126562 0.000900306 0.000741691 0.00141819
threshold=-0.25095999999999996 49.39887334565001 -0.016334999999999999 -0.23361999999999997 -0.15895000000000001 -0.091779999999999987 47.833738492450003 45.90502654165001 105.70748523110002 -0.16030499999999998 81.320481529800006 44.758188263300006 83.715897724050009 107.15656416340002 74.784839814650013 82.204984254750016 102.65877371115 -0.078219999999999998 -0.098345000000000002 -0.046474999999999995 0.078505000000000019 77.898074329750017 72.953999827850012 74.986474174450009 40.878805547300004 97.152811460000024 0.088990000000000027 0.087265000000000023 96.249489528150022 71.090898343450007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 -9 -8 -11 12 15 -14 18 16 21 -18 -13 20 -12 22 28 -24 25 -25 27 -26 29 -2
right_child=6 -3 -4 4 5 -7 9 8 -10 10 19 14 13 -15 -16 -17 17 -19 -20 -21 -22 -23 23 24 26 -27 -28 -29 -30 -31
leaf_value=-0.033121310869643913 0.0011710695206587662 -0.10005383072046947 -0.056978846345041634 0.05212940297579674 -0.053335332571604346 0.034562707032154243 0.027756959796325739 -0.10003203575189486 0.0016565828192764615 -0.053432829247781248 -0.052642950489168429 -0.046333765047102404 -0.1000172592162691 -0.0056993264133284472 0.081180942963805638 0.03479418589803368 -0.10004099961506081 0.0191604341900285 0.037210147837284026 0.066098180501711276 0.053590460501717591 0.015709438582693368 -0.09638683327970804 0.026490749352771393 0.013173054565964116 -0.069146182156403752 -0.0066674550367205546 0.10001100806049208 0.029133162384087721 -0.044709045874823126
leaf_weight=0.0037235471670664594 0.25660972031357043 0.0013491007461358109 0.0018322779021560246 0.0041831577466831735 0.0019954682711764704 0.0028178016722145427 0.010564295947055713 0.0019113787373608191 0.0013848451463880744 0.0018786833391767638 0.0017580997714412563 0.0011624784996557168 0.0015829766009408533 0.0021966124547335274 0.001701433622378179 0.0038388708236211646 0.0022068830742705964 0.0030719243437276464 0.0014955225811075328 0.0011784653495691948 0.0014021608113345962 0.017643893649808118 0.003193247834128758 0.0059685681806520563 0.0021191595316317098 0.0075263918257915952 0.0059673459733535772 0.0027344838963472284 0.0090169696331940941 0.0069189394390777306
leaf_count=95 1144 15 75 35 28 28 93 67 37 85 52 30 93 286 22 50 45 36 15 38 20 125 53 19 36 95 34 11 39 99
internal_value=-7.00665e-05 -0.00966491 -0.00128519 0.00673733 0.0232345 -0.00187775 0.000359671 -0.000371438 -0.0573095 0.0150959 -0.00641715 0.000188877 -0.00023184 -0.0452018 0.0320937 0.000288232 -0.000121901 -0.0306735 0.000672163 0.0139408 -0.00550876 0.000385736 -0.000515331 -0.0148492 -0.0041414 -0.0268478 0.0241759 0.0620965 0.000931446 -3.35119e-05
internal_weight=0.370935 0.0159014 0.0145523 0.01272 0.00899643 0.00481327 0.355033 0.338252 0.00329622 0.0167817 0.00621741 0.334955 0.330596 0.00377959 0.00435943 0.326816 0.322978 0.00527881 0.002658 0.00433873 0.00316026 0.317699 0.300055 0.0275092 0.0243159 0.013495 0.010821 0.00485364 0.272546 0.263529
internal_count=2900 276 261 186 91 56 2624 2336 104 288 195 2232 2165 379 67 1786 1736 81 45 110 72 1655 1530 248 195 114 81 47 1282 1243
is_linear=0
shrinkage=0.1


Tree=907
num_leaves=31
num_cat=0
split_feature=1 1 4 4 0 4 2 2 3 2 3 3 0 1 0 2 1 2 2 3 0 0 3 4 2 2 2 2 2 3
split_gain=0.000181102 0.000254025 0.000641823 0.000463639 0.000324182 0.000868285 0.000787004 0.000295579 0.000418559 0.000408482 0.000533951 0.000955071 0.000376318 0.00028497 0.000916148 0.000873698 0.000553845 0.000536018 0.000499343 0.000379997 0.00119604 0.00157762 0.00102742 0.000755556 0.000332566 0.000328164 0.000683772 0.00104684 0.000545728 0.00037384
threshold=89.912793714750009 84.600400448950026 44.710446918150005 48.008184682100008 103.44649194340002 40.823855932350007 -0.088944999999999996 0.28022500000000006 0.094415000000000013 0.19122000000000003 0.11263500000000003 0.096845000000000028 94.047642319350018 77.898074329750017 99.378854792050006 -0.092624999999999999 78.080889482600014 -0.59681499999999998 0.06041500000000001 0.087405000000000024 100.37896121655002 102.11570516885001 0.084365000000000009 42.34047585750001 -0.66246499999999997 -0.59967499999999996 -0.58350999999999986 -0.5169149999999999 -0.58180999999999994 0.25847000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 7 -6 -7 9 -9 13 11 12 -11 14 24 -16 -15 -18 19 22 -21 -22 23 -19 -1 -26 -27 28 -28 -29
right_child=-2 2 3 -5 5 6 -8 8 -10 10 -12 -13 -14 16 15 -17 17 18 -20 20 21 -23 -24 -25 25 26 27 29 -30 -31
leaf_value=0.036421215781019506 -0.024935942356661911 -0.021577660647210908 0.092429694200238555 0.018340308525991202 -0.10002292731180572 -0.058681731122675329 0.02095419194649209 -0.0019513314673521766 0.054721879775690874 0.0090186694921332335 0.028030011136055494 -0.08690716022384648 -0.040374504288483715 0.056037055974190134 -0.003654585901732431 -0.10004835574736098 0.051803025794317809 0.022810686053483298 0.047686823834738143 0.057646417233471053 -0.085457377211283811 0.024909689754468767 -0.10004974967766399 -0.064344323524083077 -0.028302614300015946 0.042149194199787569 -0.0059258774330937097 -0.00011898028473680883 -0.10003096742271285 0.024967472519409464
leaf_weight=0.0025278688735851365 0.0029069769307381579 0.0021898557436057812 0.0013855624727498149 0.0021634765950651058 0.0011752514707351605 0.0018573476886198925 0.0037393841525013016 0.0028750551437078933 0.0023835575823358823 0.003870942346048567 0.0019314055380164072 0.0022062252311130237 0.0025643052447379411 0.0024862461487238459 0.001986430315437937 0.0017854524865104629 0.0022285777610022662 0.0033283314790253397 0.0019035025361726814 0.0030000235682095255 0.0022284602509436979 0.0030924972463797218 0.0014252637545459912 0.0014186387883128315 0.0040425977670358595 0.0038689918665290026 0.0010085327575382053 0.29310090649031484 0.0015842695742404036 0.0060631694310536713
leaf_count=10 360 135 14 43 80 48 30 31 20 43 10 24 34 9 51 46 16 20 24 12 28 23 10 55 35 21 8 1569 50 41
internal_value=-7.48525e-05 0.000122921 0.020996 0.0472652 -0.000210119 -0.0218826 -0.00547402 0.000205753 0.0237368 -0.000150179 -0.0195047 -0.030129 -0.0106634 0.000456899 -0.000294675 -0.0492834 0.0117054 0.00578768 -0.00046654 -0.00679088 0.00715485 -0.0213129 -0.0255916 -0.00323571 0.000297195 2.30935e-06 0.000376706 -0.000158882 -0.0634265 0.000389448
internal_weight=0.368329 0.365422 0.00573889 0.00354904 0.359683 0.00677198 0.00559673 0.352911 0.00525861 0.347653 0.0105729 0.00864147 0.00643525 0.33708 0.315968 0.00377188 0.0211115 0.0186253 0.0163967 0.0144932 0.00832098 0.00532096 0.00617223 0.00474697 0.312196 0.309668 0.305626 0.301757 0.0025928 0.299164
internal_count=2900 2540 192 57 2348 158 78 2190 51 2139 111 101 77 2028 1831 97 197 188 172 148 63 51 85 75 1734 1724 1689 1668 58 1610
is_linear=0
shrinkage=0.1


Tree=908
num_leaves=31
num_cat=0
split_feature=3 3 2 2 4 2 2 2 2 4 2 4 2 2 2 0 4 0 0 4 1 1 0 2 0 4 4 4 3 1
split_gain=0.000161656 0.00158844 0.000622493 0.000702235 0.000741012 0.000428742 0.0021693 0.00128801 0.00108129 0.00139957 0.00120042 0.00165325 0.00110731 0.000868948 0.00121572 0.000787898 0.000473052 0.000374245 0.00111173 0.000871666 0.00122087 0.00115113 0.00063211 0.00121143 0.00055495 0.00284128 0.00434665 0.00302901 0.00172833 0.00110672
threshold=0.10236000000000002 0.10176000000000003 0.20327000000000003 0.12351500000000003 34.542090938800008 -0.033594999999999993 -0.054494999999999995 -0.02852 -0.071129999999999985 41.134354310300004 -0.23771499999999998 38.115457128050004 -0.086894999999999986 -0.021344999999999999 0.0043900000000000007 86.780739992750014 40.380906245900007 84.95796538030001 85.253695774650012 41.24714903835001 61.614083433650009 56.981870074850008 85.613949164150014 -0.08725999999999999 86.232294534150014 42.027086531450003 41.468518788800004 44.015822920550008 0.08784500000000002 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 17 3 4 -2 6 8 -7 9 10 -6 -12 15 -9 -15 -11 -13 19 -19 20 21 -1 23 -20 25 26 -24 28 -27 -26
right_child=2 -3 -4 -5 5 7 -8 13 -10 12 11 16 -14 14 -16 -17 -18 18 22 -21 -22 -23 24 -25 29 27 -28 -29 -30 -31
leaf_value=-0.10002214881683989 0.068741265520517542 0.070353824071305165 0.03866995402293278 -0.053296148467252863 0.019595416213869593 0.066006970771182769 -0.061675057323455199 -0.052302244779298818 0.035503303909686541 0.005116308358305701 -0.002286864696914095 -0.10008008533332136 -0.030257982389655859 0.055142006141607441 -0.039220753331045695 0.065902047544719455 -0.047441702878510676 0.050171612113930265 0.012855280507536938 0.0020092519543897873 -0.10005599115124304 0.014026097116125067 0.0027262714399086266 -0.070135150540589469 -0.018514350062086921 -0.021917959650627792 0.082421445621543576 0.033117989200397782 -0.10006572791994205 0.0017797413536973642
leaf_weight=0.0011535096612908489 0.0013479116805361893 0.0032544848288101882 0.0031307764100253132 0.0031149655960071567 0.0039112350448583392 0.0030880136928317379 0.007042730077551961 0.0030371459447451352 0.0066330153895410885 0.0042062402078011391 0.0053431808857617776 0.0037931065003821984 0.0035914533352183762 0.0031477333818656977 0.0024111120172196632 0.0043249690323062268 0.0031047026345731865 0.0045389781655558173 0.0034619213659166093 0.013888151471419613 0.0023483412623376146 0.003802146630001656 0.02032096263543795 0.0035755125583941663 0.031363844287405102 0.0083012662412844662 0.010318880431896105 0.0070997213744782286 0.004293919854666762 0.18762883413695197
leaf_count=30 25 22 35 27 32 8 30 19 34 32 41 30 10 16 33 34 15 15 30 237 61 62 70 30 86 32 15 27 31 1731
internal_value=-7.58504e-05 0.000864497 -0.00476544 -0.0071061 -0.00448926 -0.00632965 -0.0110481 0.0106117 -0.000834054 -0.00935845 -0.0286328 -0.0440427 0.0163227 -0.00928838 0.0142128 0.0359322 -0.0763876 0.000115888 0.00108264 -0.0126985 -0.0406644 -0.0125205 0.000276408 -0.0293097 0.00104948 0.0105177 0.029566 -0.0191162 -0.0485599 -0.00112675
internal_weight=0.366579 0.30535 0.0612283 0.0580975 0.0549825 0.0536346 0.0419506 0.011684 0.0349079 0.0282749 0.0161522 0.012241 0.0121227 0.00859599 0.00555885 0.00853121 0.00689781 0.302096 0.280904 0.0211921 0.007304 0.00495566 0.276365 0.00703743 0.269327 0.0503348 0.0306398 0.0196949 0.0125952 0.218993
internal_count=2900 2479 421 386 359 334 258 76 228 194 118 86 76 68 49 66 45 2457 2067 390 153 92 2052 60 1992 175 85 90 63 1817
is_linear=0
shrinkage=0.1


Tree=909
num_leaves=31
num_cat=0
split_feature=2 4 3 4 3 3 2 2 0 2 4 2 2 2 3 3 2 2 4 4 2 3 3 4 1 1 0 0 2 4
split_gain=0.000174986 0.000289619 0.000262231 0.000723811 0.000537455 0.000537345 0.000261754 0.000573818 0.000426489 0.000424808 0.00150134 0.000400555 0.00055181 0.000639357 0.00081795 0.000581338 0.000413942 0.000524041 0.000389066 0.00106657 0.00106879 0.000746977 0.000636987 0.000724055 0.000384805 0.000355503 0.000534768 0.000454766 0.000937379 0.00143417
threshold=-0.62958999999999998 40.580626202750004 0.21240500000000004 39.134693790050008 0.12746000000000005 0.41991500000000009 0.15675000000000003 0.20327000000000003 108.08677067655002 0.11529000000000002 41.43512228960001 0.072320000000000023 0.048530000000000011 1.0000000180025095e-35 -0.04931 0.090640000000000012 0.06041500000000001 0.049615000000000013 37.020641110850008 38.175120519550006 0.22542000000000004 0.086105000000000029 0.081550000000000025 38.512991772500008 68.321786469100019 82.570614560500005 101.47316367565001 100.67200315280002 -0.079074999999999993 41.986601436450009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 6 -5 9 -8 18 11 -11 12 13 25 -15 -16 17 -14 21 -20 -21 -9 24 -24 -22 27 -27 -2 29 -29
right_child=2 -3 3 5 -6 -7 7 8 -10 10 -12 -13 16 14 15 -17 -18 -19 19 20 22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.0083322018860423029 0.00097363815516417467 -0.040838579592097107 -0.035845149130368827 0.064417463137337025 -0.04419702450658701 0.0092735197333081425 -0.042091393221236728 0.02751309691557401 -0.056093383878794006 0.094907409330729817 -0.029609630147498296 -0.038630012835267902 0.052243346804638081 0.029406467034928316 -0.10004592397860926 -0.021718906668297174 0.075328409414767955 -0.036252430573168917 0.076903548207142139 0.065345495901412073 -0.027660882871055309 -0.067449189244533178 0.0059010616305184716 -0.099442148122118393 0.034443335202798991 0.088269726859901809 0.011559884957805376 -0.086372706211672978 0.013617905448053802 0.002667729282364873
leaf_weight=0.0021594490394073488 0.28725619451188589 0.0026901389989826795 0.0020546592825035348 0.0029400732855933151 0.0027626205930353911 0.0044291703403371843 0.004583008625346721 0.0014635549991747232 0.0013202251731613312 0.0019693007302922201 0.0019050627046454122 0.0026121670278369527 0.0014661582590773108 0.0014537608931940414 0.0017989240136051278 0.0020021733366308017 0.0016596411303737568 0.0012309342281137657 0.0020836112350934863 0.0018094207050864952 0.0019410501329559793 0.0019084860342786281 0.001070036698365584 0.0016719653034303755 0.0020528638554662137 0.0010083315129349917 0.0092057549088593975 0.0036189026209131545 0.0052577378518185239 0.0036169016036379231
leaf_count=28 1498 21 36 27 30 27 47 27 49 16 81 52 24 36 55 27 22 62 13 14 15 24 4 57 25 9 410 66 31 67
internal_value=-7.54386e-05 -0.0189436 0.000180046 0.0166403 -0.000264769 0.031274 8.60408e-05 -0.0110468 -0.00176052 0.000765639 0.0336812 0.000369824 0.000688604 0.000200083 -0.0343891 -0.0587883 0.0360341 0.0118545 0.0033628 0.0127521 -0.00288996 -0.026233 -0.0212196 -0.0583331 0.00426056 0.000786479 0.0191327 0.000161326 -0.0185157 -0.0418648
internal_weight=0.363002 0.00484959 0.358153 0.0094239 0.348729 0.00736924 0.345966 0.0199042 0.0153212 0.326062 0.00387436 0.322188 0.319575 0.315219 0.00525486 0.0038011 0.00435673 0.00269709 0.014001 0.0106289 0.00854534 0.00337204 0.00673592 0.002742 0.00399391 0.309964 0.0102141 0.29975 0.0124935 0.0072358
internal_count=2900 49 2851 90 2761 54 2731 275 228 2456 97 2359 2307 2199 118 82 108 86 179 128 115 51 101 61 40 2081 419 1662 164 133
is_linear=0
shrinkage=0.1


Tree=910
num_leaves=31
num_cat=0
split_feature=1 2 1 4 4 0 4 2 1 2 1 1 1 3 0 3 3 3 0 0 0 3 3 1 3 4 1 4 3 0
split_gain=0.000152602 0.000241709 0.000189404 0.000554213 0.000452547 0.000258664 0.000798931 0.000678815 0.000266961 0.00149645 0.000587773 0.00032132 0.000473584 0.000850322 0.000523862 0.0009639 0.000725804 0.00266345 0.000821447 0.000444903 0.000436902 0.00123239 0.00153791 0.000809319 0.00242309 0.000675792 0.00234392 0.00204912 0.00183509 0.00178502
threshold=89.912793714750009 -0.088099999999999998 84.600400448950026 44.710446918150005 48.008184682100008 103.44649194340002 40.823855932350007 -0.088944999999999996 81.524804347700012 -0.11911999999999999 80.288113607700012 78.820215468450016 77.898074329750017 0.09117500000000002 97.671683879200017 0.12064000000000002 0.088670000000000013 0.087725000000000011 98.615332683000005 98.327667663000014 96.693085119700015 0.089785000000000018 0.085155000000000022 72.187789260650007 -0.21013499999999999 41.558544840500012 68.961639504150014 41.532441862050007 0.084795000000000023 94.614906984850009
decision_type=2 2 2 2 2 2 2 2 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 10 -10 11 12 14 -14 20 16 17 19 -18 -16 23 22 -22 25 -25 27 -27 29 -28 -1
right_child=1 -3 3 4 -6 6 7 -9 9 -11 -12 -13 13 -15 15 -17 18 -19 -20 -21 21 -23 -24 24 -26 26 28 -29 -30 -31
leaf_value=-0.00054773383714538753 -0.062235305796646857 -0.0015441325806642839 -0.021349856496887615 0.090823467127861407 0.015485036469880484 -0.10002062871194102 -0.054868913850701063 0.02029238795992953 0.024192839522604204 -0.10002487756463917 0.028738543309977351 -0.029963228257625613 0.050028643393694838 -0.017638288830838803 -0.026909040272011367 0.037583922058411767 -0.1000642751569832 0.099806450596650054 -0.024776586727148414 -0.10003552328657908 0.0042750880697270946 -0.017597240339356304 0.076572041835760524 0.082619373422340742 -0.081408416733457653 -0.0010359980633399418 0.0084788497452025855 0.075900601293351355 -0.07871902281223471 0.038695823470119829
leaf_weight=0.1299038838898528 0.0010161912970605906 0.0018524057427359917 0.0021507429339911203 0.0012680397235289263 0.0021478237738747907 0.0010456435460719496 0.0017952985617626371 0.0036336196239771801 0.0024318775850833418 0.0016131569505497536 0.0072136852802993081 0.0035674620194754416 0.0049051340461338799 0.0029885364141992443 0.0023448489136228268 0.0024336920176961383 0.0024566383930590963 0.0016670344483600275 0.0035339390427919226 0.001289529260801725 0.007021647002398268 0.0072417420146493319 0.00506458067611959 0.0011949456297486449 0.003656227827930846 0.12830475826613028 0.0036308469724539716 0.003957684274311645 0.0071983690422783297 0.012726053752140615
leaf_count=668 191 169 135 14 43 80 48 30 24 41 47 42 52 34 19 28 30 8 48 78 36 36 16 21 83 696 34 7 73 69
internal_value=-7.09645e-05 -0.0230438 0.000112914 0.018415 0.0434522 -0.000175845 -0.0199793 -0.00456284 0.000194358 -0.0253451 0.000496163 -0.000111832 0.000209396 0.02441 -0.000380888 -0.0194984 -0.031801 -0.0048507 -0.0556508 -0.0528554 0.000465836 0.0150243 0.0345702 -0.000502544 -0.0410049 0.000185132 -0.00480678 0.00492322 -0.0494831 0.00295374
internal_weight=0.361256 0.0028686 0.358387 0.00556661 0.00341586 0.352821 0.00647456 0.00542892 0.346346 0.00404503 0.342301 0.335088 0.33152 0.00789367 0.323626 0.0137257 0.011292 0.00530141 0.00599058 0.00363438 0.309901 0.019328 0.0120862 0.290573 0.00485117 0.285722 0.139134 0.146588 0.0108292 0.14263
internal_count=2900 360 2540 192 57 2348 158 78 2190 65 2125 2078 2036 86 1950 211 183 105 78 97 1739 88 52 1651 104 1547 803 744 107 737
is_linear=0
shrinkage=0.1


Tree=911
num_leaves=31
num_cat=0
split_feature=3 3 2 0 0 1 2 3 3 3 3 1 2 1 2 2 3 3 2 3 3 2 2 3 3 4 3 1 4 2
split_gain=0.000149714 0.000825633 0.000630468 0.000537229 0.000523209 0.000418263 0.00101986 0.000384356 0.000413461 0.000446412 0.000359918 0.00100027 0.000993919 0.000299886 0.000298966 0.00155848 0.00115966 0.00100093 0.00251913 0.0023214 0.00225523 0.00124613 0.000992903 0.000908487 0.00108196 0.0015439 0.00127681 0.00103076 0.000844879 0.00111876
threshold=0.11614000000000002 0.11906000000000001 -0.033594999999999993 86.692020874450009 89.738043936200015 74.104659907650017 -0.091399999999999995 0.11263500000000003 0.11048000000000002 0.10818500000000002 0.10500500000000003 62.068432857650002 -0.036264999999999999 62.095317438950012 -0.062629999999999991 -0.053019999999999991 0.091385000000000022 0.084795000000000023 -0.031989999999999998 0.070195000000000021 0.086520000000000027 -0.0086649999999999991 0.049615000000000013 0.088280000000000011 0.09660500000000001 41.289992964000007 0.091545000000000029 62.55235532115001 38.386256906100009 0.26462000000000008
decision_type=2 2 2 2 2 2 2 2 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 -4 -5 6 -3 8 9 10 14 -12 -13 -9 -1 16 -16 19 -19 28 -20 -21 -23 27 25 26 -25 -22 -17 -30
right_child=1 2 3 4 -6 -7 -8 13 -10 -11 11 12 -14 -15 15 17 -18 18 20 21 23 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0012515622843466401 -0.066528903034384454 0.00020654882968573892 -0.020762612764683802 0.1000106698589284 0.017639642075832625 0.025060908682333762 -0.06668866061958062 0.053706953263534252 -0.031629506810431307 0.032740673673587517 -0.061441047622912595 -0.049606607885269625 0.037401387066838022 0.005958807847935641 0.0058283180111949329 0.019558350551636933 0.066584438270755858 -0.071236212142575764 -0.10005575081202833 0.073574739550474388 0.082140446403525677 -0.071359387361756857 0.034579359728567051 -0.037110980798162947 0.024536676376294794 -0.073993428807859252 0.036816948157178682 0.0017741443730036812 -0.041137078372032558 0.031216984160683105
leaf_weight=0.23615437806034581 0.002183792152120472 0.0071144028274874324 0.001397376183732701 0.0013747019338552491 0.0017563206214563708 0.0024002456964594557 0.0033531799162831227 0.0023564414670999853 0.0040832908426271511 0.00421044592511599 0.0035184128069758337 0.0020423762799757772 0.0036758610513776945 0.0029772433368563094 0.0059180138927956705 0.0067796935579381651 0.0066963610422590136 0.0059001008094851674 0.0020944605237095777 0.0072567078896463863 0.0030928303825650252 0.0011954820393344197 0.0034031957536129389 0.0044771538900591481 0.0090365772207523509 0.0038168590373939349 0.0048854452692409104 0.0032973735306041571 0.0093180788079108463 0.0027729865375035736
leaf_count=1675 20 42 17 9 31 39 31 11 30 30 14 32 19 29 26 80 27 36 57 37 13 33 85 42 68 75 48 35 179 30
internal_value=-6.93235e-05 -0.00857149 -0.00129595 0.0307951 0.0538053 -0.0125893 -0.0212226 0.000421805 -3.96649e-06 0.000387898 -3.08106e-05 -0.0194885 0.00632484 0.0270541 0.000537762 0.0058236 0.0380808 -0.000220109 -0.0113917 0.0130875 0.00010926 0.0477658 0.0070393 0.00744303 -0.00211466 -0.0203883 0.00146494 0.0406711 -0.00869889 -0.0245433
internal_weight=0.35854 0.01958 0.0173962 0.0045284 0.00313102 0.0128678 0.0104676 0.33896 0.333626 0.329543 0.325332 0.00923665 0.00571824 0.00533368 0.316096 0.0799413 0.0126144 0.0673269 0.0366008 0.0307261 0.0307007 0.0118554 0.00459868 0.0286062 0.022216 0.0131795 0.0093626 0.0063902 0.0188708 0.0120911
internal_count=2900 189 169 57 40 112 73 2711 2671 2641 2611 65 51 40 2546 871 53 818 374 444 338 155 118 281 233 165 90 48 289 209
is_linear=0
shrinkage=0.1


Tree=912
num_leaves=31
num_cat=0
split_feature=1 4 2 0 0 2 0 0 1 0 2 0 0 4 1 2 1 3 4 2 4 2 3 3 1 2 1 1 1 1
split_gain=0.000155166 0.000837438 0.00131656 0.00150913 0.0015211 0.000849803 0.00076209 0.00183427 0.000679516 0.00094328 0.00122354 0.00120021 0.000869732 0.000738701 0.00172535 0.00318815 0.00169932 0.00140229 0.00079849 0.000652264 0.000624866 0.00114887 0.00109944 0.00201791 0.00217823 0.00143216 0.00129156 0.00117375 0.00189665 0.00134581
threshold=68.961639504150014 38.703421923500009 -0.033594999999999993 94.776214472700005 94.832672093450014 -1.0000000180025095e-35 97.013011637200023 97.483491810050012 68.214248143850014 91.625341543800019 -0.053019999999999991 90.337570099350003 90.837623311600012 38.592454371550012 63.431481129800005 -0.14380499999999999 62.837331883000012 0.087205000000000019 37.020641110850008 -0.21094499999999999 39.211875820650008 -0.071129999999999985 0.090865000000000015 0.090225000000000014 71.52105164435001 -0.59511499999999995 70.77903720030001 70.865067860500019 71.343613407700005 75.085947125300024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -5 -4 -6 -8 9 11 -11 13 -13 17 16 -16 -15 -1 -19 -9 21 -3 23 24 26 -24 -22 -27 -29 -30
right_child=1 20 5 4 6 -7 7 19 -10 10 -12 12 -14 14 15 -17 -18 18 -20 -21 22 -23 25 -25 -26 27 -28 28 29 -31
leaf_value=-0.020844988365914384 -0.081302928534785726 -0.0095345115083379124 0.052504935945228551 0.099761269109736109 -0.074003144344388816 -0.010496785775021333 0.069508175930936555 -0.0048388743734849209 0.032582465941847431 -0.10004139569861277 0.0016622596535624289 0.053982208050706637 0.0013043456277142256 -0.001698486172342987 0.011639844051120073 -0.088701631711903442 0.057576870222511928 0.013847222845402095 0.055832857966259863 -0.10003539905728534 -0.018509359929534175 0.060988584604827561 0.031393501802545 0.053086813401701495 0.0084234973166284269 -0.069531212388453056 -0.10005183167354946 0.073728322484135356 -0.10004787467259209 -0.015181075372518791
leaf_weight=0.0077743549218837185 0.0053795535131904238 0.0045856038162264516 0.0029439073733432642 0.0010397617114676913 0.0025227512145921671 0.007849903727349599 0.0019246568942001829 0.001328437868912411 0.0067863312427007818 0.0021247614035631024 0.0026684942101764522 0.0072445822615847671 0.0055241084632308562 0.17042889129670322 0.0063708023243700396 0.0062956026396443765 0.0049777003175393011 0.012217036200017184 0.007198753576631133 0.0015708230369510026 0.0055112595729883487 0.0046548743125761106 0.0046742883061057254 0.0079372218830093821 0.040331219763091807 0.0054919291130204302 0.0029996646112307457 0.0020556746196334083 0.0022463053521492036 0.011111743094558158
leaf_count=119 53 36 21 2 38 146 8 88 34 40 34 40 31 765 40 54 18 53 26 130 70 29 31 20 670 36 44 17 42 165
internal_value=-6.36235e-05 -0.00306306 -0.0194608 -0.0399625 -0.0134444 0.00668632 -0.0294662 -0.00617479 0.00139045 0.000481273 -0.0434211 0.00140411 0.0311922 -0.000362826 -0.0025902 -0.038233 -1.6366e-05 0.0150438 0.0294142 -0.0564165 0.00133351 0.0259914 -0.00143303 0.00632201 -0.00127762 -0.0186468 -0.0472489 -0.0298352 -0.0156915 -0.0294524
internal_weight=0.355771 0.11616 0.0245598 0.013766 0.00838643 0.0107938 0.00734667 0.00482392 0.239611 0.232825 0.00479326 0.228032 0.0127687 0.215263 0.188073 0.0126664 0.175407 0.0271901 0.0194158 0.00289926 0.0915998 0.00924048 0.0823593 0.0567794 0.0488421 0.0255799 0.00851092 0.0209057 0.0154137 0.013358
internal_count=2900 1646 486 319 266 167 264 226 1254 1220 74 1146 71 1075 877 94 783 198 79 218 1160 65 1095 804 784 291 114 260 224 207
is_linear=0
shrinkage=0.1


Tree=913
num_leaves=31
num_cat=0
split_feature=2 4 3 0 0 0 3 3 2 2 2 4 2 2 2 3 3 0 1 0 1 1 2 3 2 2 1 1 4 2
split_gain=0.000171893 0.000263834 0.000232988 0.000665026 0.000989593 0.00109457 0.00167053 0.000448617 0.00029386 0.000475781 0.000348405 0.00128712 0.000410892 0.000472293 0.000488983 0.000691073 0.000548748 0.000333791 0.000697846 0.000549379 0.00124138 0.000997356 0.000500863 0.00032431 0.000320469 0.000465302 0.000287664 0.000466777 0.000897663 0.000556014
threshold=-0.62958999999999998 40.580626202750004 0.21240500000000004 85.901614184050018 87.393708446500014 91.144107538500023 0.25847000000000003 0.12746000000000005 0.15675000000000003 0.20327000000000003 0.11529000000000002 41.43512228960001 0.072320000000000023 0.048530000000000011 -1.0000000180025095e-35 -0.04931 0.090640000000000012 89.99344745865001 68.214248143850014 96.249489528150022 77.52437864960001 80.677940036650014 0.25828500000000004 0.099425000000000027 0.06041500000000001 0.049615000000000013 82.570614560500005 83.715897724050009 44.710446918150005 -0.046474999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 8 10 -10 12 -12 13 14 26 -16 -17 -11 -19 -20 -21 -22 -23 -14 25 -15 -2 -28 -29 -30
right_child=2 -3 3 4 5 6 -8 -9 9 17 11 -13 23 24 15 16 -18 18 19 20 21 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.0073697623977502002 0.00027092109424062922 -0.039726423569184016 0.063743575856115495 -0.041536456971444806 0.10000913385008366 0.072784817176686945 -0.10003019667186255 -0.042155445278701111 -0.040685059186097508 0.026654528850048216 0.093456093541801954 -0.026831733748481631 -0.070603928046296907 0.052225252156513247 0.02705119487341183 -0.10004067582800857 -0.020089100178237021 -0.061836793724821204 0.038940533211753059 -0.10003644972123907 0.067854828682861773 0.02211049248412782 -0.054158236658982117 0.0014488973743890547 0.071357214807132072 -0.032586493370678447 0.05381175160220613 -0.051694012559721093 0.010307024379461224 0.091946062994021638
leaf_weight=0.0021382998695254089 0.29164557960471277 0.0026806937714673428 0.0022078410172525981 0.0030700482946044438 0.0015337395143433241 0.00117308957369857 0.0010691710726887923 0.0025337726212889536 0.0044321902489982646 0.0029683145549907692 0.0017386596223842633 0.0018215114043999227 0.0014493017833483437 0.0014093847400217562 0.0014542758960781992 0.0015238108144549345 0.0019660636156144549 0.0021854380950560174 0.0027046543885731484 0.0013531054933784139 0.0017992416504576396 0.0014425062922976406 0.0021361090453215444 0.0010979021291088742 0.0014970665031199815 0.0011956655336261782 0.0026181934486543485 0.0020411590602912094 0.0042247629034428691 0.0010395012213848531
leaf_count=28 1662 21 10 18 10 15 37 30 47 35 16 81 41 24 36 55 27 31 23 16 16 20 87 11 22 62 29 275 110 5
internal_value=-7.19646e-05 -0.0188287 0.000188273 0.0160195 0.000628501 0.0349104 -0.0096181 -0.000235443 8.09159e-05 -0.0119912 0.000805934 0.0319125 0.000452301 0.00078032 0.000329219 -0.0308647 -0.054999 -0.00327408 -0.0109186 0.000874842 -0.0144208 0.00712065 -0.023415 -0.0395475 0.0344869 0.0132984 0.000840635 0.017584 0.00460029 0.0264278
internal_weight=0.352151 0.00481899 0.347332 0.00905389 0.00684605 0.003776 0.00224226 0.338278 0.335744 0.0190216 0.316723 0.00356017 0.313163 0.310615 0.306513 0.00494415 0.00348987 0.0145894 0.0116211 0.00943562 0.00673096 0.00537786 0.00357862 0.0025472 0.00410212 0.00260505 0.301569 0.00992362 0.00730542 0.00526426
internal_count=2900 49 2851 90 80 62 52 2761 2731 275 2456 97 2359 2307 2199 118 82 228 193 162 139 123 107 52 108 86 2081 419 390 115
is_linear=0
shrinkage=0.1


Tree=914
num_leaves=31
num_cat=0
split_feature=0 1 2 1 0 1 0 3 4 3 0 4 1 3 0 2 1 0 4 2 2 1 1 1 2 2 1 2 1 3
split_gain=0.00015665 0.000786344 0.00107828 0.000765072 0.00127919 0.00097383 0.000616035 0.000663375 0.000583593 0.000884796 0.000418173 0.00194941 0.000767077 0.000751644 0.0004541 0.000895616 0.000506927 0.000595981 0.00219477 0.00316401 0.00567517 0.000879517 0.00192447 0.000793068 0.000507893 0.00257082 0.0018972 0.00181916 0.00178715 0.00117424
threshold=85.716110573100011 61.993156030000002 -0.01762 61.971648364950006 85.447264760050004 61.907125369850007 85.807518149550006 0.089475000000000013 44.758188263300006 0.10332500000000001 85.968825637350008 40.621691032550004 61.885617704800005 0.085765000000000022 86.232294534150014 -0.048664999999999993 61.928633034850002 87.181320254150009 42.541806567400009 -0.065399999999999986 -0.12350999999999999 62.116825104000007 62.197478847950002 62.305017173150013 -0.08459499999999999 -0.085249999999999992 62.837331883000012 -0.083330000000000001 63.431481129800005 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 3 8 4 5 -1 7 -2 9 -3 11 -8 -12 -13 15 -14 -16 18 19 20 -18 -19 -23 -24 25 -25 -26 -28 -29 -30
right_child=6 2 -4 -5 -6 -7 10 -9 -10 -11 12 13 14 -15 16 -17 17 21 -20 -21 -22 22 23 24 26 -27 27 28 29 -31
leaf_value=-0.00063080336409555881 0.040196449047657887 -0.086884615769539694 0.057564680006978813 0.042287416374296907 -0.03954938534436659 0.059444544921037006 0.017939498246483603 -0.00061445364380717982 0.012096925090162192 0.0035375517788450439 -0.048809290001502463 -0.025334966315283411 0.028176545375667196 -0.10005700579626911 0.032299333755098546 -0.016418051511756859 0.010405642701673266 0.033248644959375316 0.019958820137812954 0.02071902557299278 -0.090730335311437593 -0.087979595645936409 0.04521587703463565 0.0027181559941835084 -0.060470159055944342 0.09911641412573903 -0.079750117487522379 0.078598201455326047 0.0088427356510950763 -0.016543824946443183
leaf_weight=0.029077097039444326 0.0080280698075512191 0.0040844428826389686 0.0011045271516105177 0.0039147190852251148 0.0080932823240230101 0.0029743125208735724 0.0065862552451108058 0.0079047567924135365 0.0012746649868742299 0.0014722282651795648 0.0031124941270519449 0.0026584193308281101 0.01525235676628256 0.0027273234855375028 0.0047360403732454861 0.0063905068550695601 0.0098879808243239609 0.0084800801068922738 0.015814601946658513 0.01022903863031388 0.012642342439903587 0.0024361540235986459 0.0040561378273196161 0.086775241488045829 0.005743655970945615 0.0028576191154177774 0.0028336766236938251 0.0029180456263375723 0.046324087401434247 0.03003206964605637
leaf_count=351 18 106 30 13 36 19 18 23 9 16 18 13 45 32 12 33 27 20 36 36 34 7 12 1045 16 6 20 15 545 289
internal_value=-6.48044e-05 -0.00513012 -0.0341067 8.90556e-05 -0.00402593 0.00494408 0.000817732 0.0199489 -0.0489286 -0.0629275 -0.000261278 -0.0185503 0.000548107 -0.063174 0.0011226 0.0150091 -0.000100279 -0.000736903 -0.0106348 -0.025404 -0.0463443 0.00176123 0.000309872 0.00149466 0.000495476 0.00579147 -0.0049079 -0.00102118 0.00179301 -0.0011422
internal_weight=0.350422 0.0519953 0.00793586 0.0440594 0.0401447 0.0320514 0.298427 0.0159328 0.00683134 0.00555667 0.282494 0.011972 0.270522 0.00538574 0.26741 0.0216429 0.245767 0.241031 0.048574 0.0327594 0.0225303 0.192457 0.183977 0.181541 0.177484 0.0896329 0.0878515 0.0821079 0.0792742 0.0763562
internal_count=2900 580 161 419 406 370 2320 41 131 122 2279 63 2216 45 2198 78 2120 2108 133 97 61 1975 1955 1948 1936 1051 885 869 849 834
is_linear=0
shrinkage=0.1


Tree=915
num_leaves=31
num_cat=0
split_feature=0 2 4 4 2 4 4 4 4 2 3 3 3 3 2 2 4 2 3 4 2 4 4 0 1 1 4 4 1 3
split_gain=0.000161082 0.000247898 0.000165008 0.00116489 0.00122411 0.000887651 0.000683768 0.000565241 0.000945911 0.000747665 0.000521374 0.000955835 0.00142062 0.00128934 0.00064368 0.00136425 0.000746307 0.000654524 0.000596732 0.000591943 0.00147231 0.000494255 0.00147872 0.000469141 0.000795813 0.00040939 0.00089135 0.00082046 0.00117971 0.000699402
threshold=114.06859001680002 -0.088099999999999998 43.19689381845 43.082598263550004 -0.079824999999999993 43.245737185650007 43.279086095950007 43.022303514600004 42.898324343550009 -0.08756499999999999 0.088005000000000014 0.083415000000000031 0.082325000000000023 0.081550000000000025 0.066885000000000014 -0.085249999999999992 44.215931556700006 -0.23771499999999998 0.096845000000000028 43.673409002000007 -0.10282499999999999 42.871500973550006 42.773538294100007 86.950112854950021 68.321786469100019 79.535345331150026 48.008184682100008 48.988717865950008 55.855406118200008 0.074640000000000026
decision_type=2 2 2 2 2 2 2 2 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 -7 8 21 -10 11 12 13 14 15 16 -8 -18 23 -13 -21 22 -1 -12 -25 26 -19 -28 -29 -27
right_child=1 -3 5 4 -6 6 10 -9 9 -11 18 19 -14 -15 -16 -17 17 25 -20 20 -22 -23 -24 24 -26 29 27 28 -30 -31
leaf_value=0.00038318248505085271 -0.058348893239046566 0.0008275597911102079 0.057597538545320508 -0.0892518761145948 0.013461721113383025 -0.062602299270636153 0.050475070081913466 0.0315785586774842 -0.0037277602434780074 -0.10004984831895379 -0.0011544609634075536 0.00030104907067891526 0.051631391301069078 -0.10006970841057512 0.053158871939854448 -0.087087036796942144 -0.074135264585633479 -0.057807352956397356 -0.020623610112436477 0.019814614410192988 -0.083764693129261381 0.036885646193890141 -0.061813773477222222 0.097266245113166783 0.022250091202177479 0.088965296698842289 0.035317088761178006 0.02118842942846098 -0.070211213482597942 -0.0058177359384035078
leaf_weight=0.26442923460496148 0.0012000127680066529 0.0017262318631384491 0.0030379413748135844 0.0029828053134890366 0.0018989542888232036 0.0015875159554070697 0.0030368270386375911 0.0055472599830090888 0.001530650293306568 0.0017018203853519367 0.0023893244326950447 0.004519068662884429 0.0059719253184340451 0.0012851511303296195 0.0022906216931851122 0.0017577383765020735 0.0012103483257476814 0.0026332628685789188 0.0023644394614059658 0.0021097727572794156 0.0039260157106353749 0.0035803774731877338 0.0038785802753829582 0.0023074790519768129 0.0036528915194411482 0.0013486263442246118 0.0052963782018196071 0.0031881328392273645 0.0025350706636512177 0.0018416029520926802
leaf_count=1759 152 130 11 33 21 10 53 21 16 25 16 20 24 12 39 43 94 33 37 13 53 11 31 12 41 10 22 13 67 78
internal_value=-7.69246e-05 -0.0234399 0.000121906 -0.000867858 -0.0492973 0.00497052 0.00207692 -2.55063e-05 -0.000662739 -0.0544391 0.00399027 -0.000932667 0.00758243 -0.00237289 0.00262163 -0.00244498 0.0046094 -0.00310582 0.0237252 -0.0270678 -0.0475592 -2.33938e-05 -0.000515919 0.0362838 0.0512916 0.00199838 -0.00553791 0.00695251 -0.0192967 0.0342505
internal_weight=0.346766 0.00292624 0.34384 0.28555 0.00488176 0.0582901 0.0552522 0.280668 0.275121 0.00323247 0.0536647 0.0429505 0.0323957 0.0264238 0.0251386 0.022848 0.0210902 0.0180534 0.0107141 0.0105549 0.00603579 0.271888 0.268308 0.0083497 0.00596037 0.0168431 0.0136528 0.0110196 0.0057232 0.00319023
internal_count=2900 282 2618 1917 54 701 690 1863 1842 41 680 574 488 464 452 413 370 317 106 86 66 1801 1790 69 53 223 135 102 80 88
is_linear=0
shrinkage=0.1


Tree=916
num_leaves=31
num_cat=0
split_feature=2 4 3 0 0 1 1 3 0 3 4 3 3 0 1 1 2 4 0 0 2 0 0 4 4 2 2 2 3 0
split_gain=0.000160514 0.000234896 0.000216079 0.000577046 0.000863147 0.00164773 0.000988154 0.000397142 0.00152572 0.000401753 0.000400027 0.000232134 0.00155244 0.000626481 0.00137502 0.00167435 0.00137283 0.00135194 0.00190216 0.00117728 0.000700908 0.000333976 0.00223702 0.000760959 0.0016189 0.00191212 0.0014957 0.00127182 0.00120321 0.00101107
threshold=-0.62958999999999998 40.580626202750004 0.13062500000000002 85.872041144650012 87.393708446500014 68.961639504150014 75.28220456885002 0.11614000000000002 86.103248543850015 0.11308000000000003 40.532725462000009 0.10236000000000002 0.10176000000000003 85.199926612050021 61.960894532450006 62.030794443850006 -0.072569999999999982 41.726652433350004 89.99344745865001 89.738043936200015 -0.095019999999999993 85.737618238150006 85.775256651950016 41.24714903835001 41.558544840500012 -0.082885 -0.01762 -0.086894999999999986 -0.082159999999999997 85.694602908050015
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 9 -9 11 -10 12 21 -13 -15 -16 19 18 -18 -17 -21 23 -23 26 -25 27 28 29 -2 -26
right_child=2 -3 3 4 5 6 -8 8 10 -11 -12 13 -14 14 15 16 17 -19 -20 20 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.006223609981788324 0.0043031771372276347 -0.038455933318233611 0.058985048568441681 -0.039652556152936509 0.096019844855568248 -0.10003940076752732 0.025918687605545276 -0.1000567804625106 -0.020289913782398385 0.033445616806839294 0.034729737340528297 0.029192685462838763 0.07153711592136501 -0.071716572598399045 0.043548146216363076 -0.10007892577214861 0.076763767425945248 -0.048706271136687872 -0.014975148483411877 0.023816495645652622 -0.058273181787659084 0.090744260103281155 0.00047894150291927641 0.066883374528791575 -0.00021945994938224879 -0.07136970198144682 0.034611763851827203 0.047797170869851663 -0.080874655714484822 -0.064470307972176885
leaf_weight=0.0021413924506023486 0.0024264475460936529 0.0026118898694444982 0.0022703699776513995 0.003056476296117161 0.0020420654327608649 0.0010312737308888749 0.0015725997498453328 0.0019122487117560275 0.0029947861505527284 0.0036071447703864825 0.0023650427568782106 0.0039993618170526329 0.0030701905376739327 0.0035126116722494763 0.0055725750923087949 0.0030859609540811964 0.0037320218873446781 0.0039085063641143567 0.0057308381247435309 0.0020137730483111667 0.0021512470494561443 0.002778056252282112 0.23459392934807438 0.003206394044262594 0.019451234266242165 0.0041016983638822021 0.0025413355911008979 0.0049363377608706563 0.0052392637580226803 0.0028020160521009521
leaf_count=28 80 21 14 20 14 20 42 22 22 28 23 16 21 13 17 14 15 28 36 42 19 6 1897 17 174 133 32 14 60 12
internal_value=-7.82819e-05 -0.0183274 0.000177067 0.0146791 0.00161942 0.0287715 -0.0239675 -0.000261547 -0.0233716 0.000259626 0.00398769 -0.000115802 0.000811879 -0.00796361 -0.0129658 -0.00508756 -0.0182299 0.000769939 0.0212054 -0.0532671 -0.0185831 4.20884e-05 0.00153535 -0.0078868 -0.000790058 -0.0077245 -0.0318723 0.00187672 -0.0539131 -0.0083096
internal_weight=0.344459 0.00475328 0.339706 0.00997279 0.00770242 0.00464594 0.00260387 0.329733 0.00727208 0.322461 0.00535983 0.318854 0.285147 0.0337069 0.0297075 0.0261949 0.0206223 0.0133714 0.00946286 0.00725098 0.00416502 0.282077 0.237372 0.0447047 0.0344977 0.0312913 0.010207 0.0271896 0.00766571 0.0222533
internal_count=2900 49 2851 110 96 76 62 2741 67 2674 45 2646 2446 200 184 171 154 79 51 75 61 2425 1903 522 350 333 172 200 140 186
is_linear=0
shrinkage=0.1


Tree=917
num_leaves=31
num_cat=0
split_feature=0 0 2 0 0 0 0 4 4 2 2 2 2 4 3 1 0 2 2 0 0 4 4 2 0 4 4 4 3 2
split_gain=0.000156282 0.00154068 0.00149635 0.000921054 0.000735414 0.001083 0.00117672 0.000580521 0.00164097 0.000901474 0.000879254 0.00272292 0.00198222 0.00140089 0.00150839 0.00100094 0.00126656 0.000902711 0.0017113 0.00159327 0.00324712 0.00182334 0.00211931 0.00487071 0.00424603 0.00138187 0.00125488 0.00117085 0.00140523 0.00177775
threshold=93.972365491700018 94.614906984850009 -0.14739999999999998 94.73051068445001 94.776214472700005 94.832672093450014 94.964406541850011 40.621691032550004 40.305698932850007 -0.0039949999999999994 -0.033594999999999993 -0.058529999999999992 -0.065399999999999986 41.395309858300003 0.086230000000000015 62.305017173150013 86.530713386650021 -0.076709999999999987 -0.079074999999999993 89.057864029250013 86.866770652900016 42.049402686800001 42.852084787850011 -0.083135000000000001 85.656964494200011 42.801286935650005 43.19689381845 43.968221017800005 0.10236000000000002 -0.11600999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 -3 -5 -6 -7 8 -1 10 11 12 13 14 -9 16 -12 18 19 20 21 -15 24 27 -23 -21 -27 28 29 -24
right_child=1 3 -4 4 5 6 -8 9 -10 -11 15 -13 -14 17 -16 -17 -18 -19 -20 25 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0030422364327972865 0.036508806221270056 0.044592276174906346 -0.086950342677197048 -0.069507138497904547 0.083941526399305355 -0.10008613961499067 -0.0014748390561902924 0.017689484032936059 0.047231700375420169 -0.035039183388367971 0.012930500830485678 -0.053799513950271383 0.052798081356486198 0.034495120297774684 -0.057465884720274175 -0.012865071925002448 0.10002227598799524 -0.024529131165151874 0.06236621931045222 0.057109881136590906 -0.050663641459486077 0.0202449417956026 -0.0036984643635828898 0.08819671173376166 -0.092226079855572365 -0.064002377174257469 0.025967230890787635 0.0062847062219346843 0.024819271199614482 -0.10006157116991612
leaf_weight=0.079297256493139068 0.0013075171413665654 0.0043228384319990978 0.0039398377606784654 0.0016174081354947125 0.0014601105197620248 0.0012283309776458242 0.0815241173570799 0.0038984734701972565 0.0093996864788916668 0.0080259788709613478 0.0039136447142398556 0.0097270408132876796 0.0070052157153566155 0.015729469021380317 0.0084781329212262335 0.0040086017135241292 0.0029125015662430087 0.011714718693951881 0.0049124576805574796 0.0087935767267026677 0.012571840217985367 0.0064345869908961628 0.0034267708735979605 0.0062612814026511273 0.0070170982170196794 0.0022437077568611121 0.0050162382088672075 0.018141382653663385 0.0028260533046990943 0.004338050064520288
leaf_count=439 40 12 71 11 11 22 1354 19 47 199 47 39 19 43 38 33 13 21 8 23 47 30 38 13 38 5 57 117 14 32
internal_value=-7.66919e-05 -0.00351258 -0.0561872 -0.000446643 -0.00271503 -0.00143221 -0.00293857 0.00125526 0.00772523 -0.00239073 -0.000636468 -0.00278209 0.00107051 -0.00190446 -0.0337929 0.026798 0.0500898 0.00170223 0.0048471 0.00180227 -0.00419048 0.00491363 -0.00469106 0.00827674 -0.0384258 0.0304516 -0.00183814 -0.00913928 -0.0355594 -0.0575346
internal_weight=0.341494 0.0954002 0.00524735 0.0901528 0.08583 0.0842126 0.0827524 0.246094 0.0886969 0.157397 0.149371 0.138536 0.128809 0.121804 0.0123766 0.0108347 0.00682615 0.109427 0.0977125 0.0928001 0.0767465 0.0641747 0.0484452 0.0349935 0.0134517 0.0160535 0.00725995 0.0287323 0.0105909 0.00776482
internal_count=2900 1521 111 1410 1398 1387 1376 1379 486 893 694 601 562 543 57 93 60 486 465 457 372 325 282 214 68 85 62 201 84 70
is_linear=0
shrinkage=0.1


Tree=918
num_leaves=31
num_cat=0
split_feature=2 1 2 2 1 1 2 1 4 1 1 2 3 3 0 2 1 1 1 1 1 0 0 2 4 3 0 3 4 1
split_gain=0.000143761 0.000197322 0.00018138 0.000636841 0.00054076 0.00108106 0.000420307 0.0013422 0.000346196 0.00102911 0.00106167 0.000280078 0.00128798 0.000263858 0.000687087 0.000869957 0.000750565 0.00084574 0.00135583 0.00103613 0.000695159 0.000875496 0.0011122 0.000734366 0.00133993 0.000252231 0.000238973 0.000232064 0.00124907 0.00142489
threshold=-0.62958999999999998 70.133807249000014 -0.58350999999999986 -0.50001499999999999 64.321360770950022 72.496961945650014 -0.26138499999999998 62.305017173150013 39.852039223600009 75.645146416450004 78.285212300550015 -0.24299000000000001 0.093295000000000031 0.10500500000000003 86.103248543850015 -0.065399999999999986 61.966271448700006 62.020040611300011 62.079186690200011 62.132955852800002 65.727424373200009 93.776108048200015 100.53758024625002 -0.030985000000000002 41.134354310300004 -0.064204999999999998 97.738895332450014 0.093295000000000031 41.24714903835001 61.971648364950006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 -4 -6 7 -5 26 -10 -11 12 25 27 15 -15 -16 -18 -19 -20 -21 -22 23 24 -23 -8 -2 -13 -29 -30
right_child=2 -3 3 6 5 -7 11 -9 9 10 -12 13 -14 14 16 -17 17 18 19 20 21 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0016801957256768699 -0.046610191669152555 -0.044177303286833211 -0.10006283872962554 0.075808999911145716 0.024586682328274542 -0.10002043943193302 -0.034842687037459831 -0.022898103123156266 0.055647696015209983 -0.10004677359178352 0.038048864590373981 -0.00032569237211244891 0.060726319110562581 -0.011398367425787159 0.053828381495196767 -0.0791283576444997 -0.078966604951211092 0.077461191114943262 -0.084079337771343299 0.02404642333334607 -0.059512857449754646 -0.10003145046680713 -0.068890214344880171 0.058097032477054604 0.046727819290466023 -0.10003705609821954 0.016727761536993301 0.020613290824457786 -0.054648210881143272 0.0028227456101364455
leaf_weight=0.0029371655918524779 0.0013206760013116448 0.0017397506086647106 0.0010767630452976564 0.0028240406603151106 0.0020463315125796022 0.0010553058816829331 0.00110889731068826 0.0026895973152670193 0.0041894413841205846 0.001073699568109987 0.0011561853663379501 0.22002190978593567 0.0011083796211982661 0.0062585861434187873 0.0023747296072542659 0.0027208867747800861 0.0014569760314770966 0.0020311327272111148 0.0016558702220663682 0.0066544905762384579 0.0033438169666624171 0.0010756245458202391 0.0016759710757092662 0.0029534821228480771 0.0014755340341707779 0.0012766694078531239 0.0010851466488599264 0.030446808967529781 0.0054568463072968134 0.020599135352395593
leaf_count=15 10 34 12 19 27 57 69 41 23 10 43 1846 9 37 10 33 11 13 7 28 19 39 61 34 9 19 35 195 24 111
internal_value=-7.83143e-05 -0.0174886 0.000166788 -0.000219211 -0.0390062 -0.0178098 0.000288505 0.0276589 0.0143113 0.0264364 -0.0284448 -0.000192567 -0.0283471 0.000124551 -0.00823268 -0.0319214 0.000379965 -0.00530592 -0.000162522 -0.00853342 -0.00125157 -0.0172472 0.00243472 0.0241507 -0.0151491 -0.0697324 -0.0180416 0.00114235 0.00685892 -0.00921327
internal_weight=0.33689 0.00467692 0.332213 0.323388 0.0041784 0.00310164 0.319209 0.00551364 0.00882515 0.00641933 0.00222988 0.313696 0.00349395 0.310202 0.0336771 0.00897947 0.0246976 0.0223229 0.0208659 0.0188348 0.0171789 0.0105244 0.00718061 0.00550464 0.00255116 0.00238557 0.00240582 0.276525 0.0565028 0.026056
internal_count=2900 49 2851 2730 96 84 2634 60 121 76 53 2574 97 2477 301 70 231 221 210 197 190 162 143 82 48 88 45 2176 330 135
is_linear=0
shrinkage=0.1


Tree=919
num_leaves=31
num_cat=0
split_feature=4 3 4 3 3 4 2 4 3 3 3 0 2 2 2 0 2 1 1 2 2 4 3 0 3 1 1 2 0 1
split_gain=0.000142073 0.00109094 0.000418176 0.000604722 0.000396383 0.00046231 0.00100626 0.00111012 0.000403232 0.00055701 0.00103068 0.000499751 0.00120882 0.00138213 0.00118449 0.000857378 0.000809491 0.000501306 0.000485582 0.000394684 0.000354486 0.000318908 0.000639027 0.000503702 0.00074615 0.0003788 0.00137606 0.000375715 0.00082424 0.000340416
threshold=49.275256100300005 -0.25095999999999996 48.680511450650009 0.076080000000000023 -0.52484999999999993 45.90502654165001 -0.23378499999999999 47.001379125850008 -0.10585499999999999 -0.087385000000000004 -0.093074999999999991 86.780739992750014 -0.036264999999999999 -0.091779999999999987 -0.18126999999999999 85.807518149550006 0.26077000000000011 71.343613407700005 72.953999827850012 -0.15818499999999999 -0.22866 44.758188263300006 0.081815000000000013 103.44649194340002 0.086230000000000015 59.74022811670001 57.960468834350003 -0.0086649999999999991 104.86330937810001 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 4 -4 -1 8 -7 -8 11 10 -10 15 13 14 18 -6 17 -14 -13 -3 -20 23 -23 25 -25 26 -11 28 -26 -27
right_child=1 19 3 -5 5 6 7 -9 9 21 -12 12 16 -15 -16 -17 -18 -19 20 -21 -22 22 -24 24 27 29 -28 -29 -30 -31
leaf_value=-0.045607893769262275 -0.10004887925089855 0.022387688157248106 0.0017837688836042237 0.054342899814762605 0.030412113102037099 -0.0823142595132485 -0.086631701958736027 0.02062981261618109 0.0028205254984268449 0.0094185632864443886 -0.10004745454534647 0.0018810663152873551 -0.017547306036634933 0.082312826549676144 -0.063321506615722542 -0.031696497745906306 0.028105684914012621 -0.10002278591202446 0.027451030651882126 -0.04171528804929886 0.10000685628901572 0.085629625423391045 -0.0063080904961413838 -0.10001336119944303 -0.10003358841591298 0.0077825741821077338 -0.10003885345059504 0.036772358349347022 0.019308488683776232 -0.0011468402965119451
leaf_weight=0.0019287325595918605 0.0012148112317011961 0.0036780920595229916 0.0060089667618630216 0.003443558629712129 0.0037551309295867086 0.0021539384691988996 0.001225759416794335 0.0045340134343623308 0.0025019961335266522 0.0034902100181095934 0.0015948902884457146 0.0023063145303456887 0.00189613330387317 0.0047581015307166788 0.0015986460350516096 0.005446223526504923 0.0023608378612198777 0.0012055336023739649 0.0013225624835094827 0.0012999588289535338 0.0013718252375838338 0.0012894192816696451 0.0018275604622653985 0.0012233293112191104 0.0010216763618820508 0.053418407328169132 0.0017118814002201298 0.001175919808980123 0.0013347989852122133 0.21265222077009152
leaf_count=78 15 61 32 24 132 63 35 56 46 44 28 22 16 29 38 30 35 41 40 143 8 16 28 168 25 202 36 60 127 1222
internal_value=-8.01928e-05 -0.0150859 0.000202643 0.0209311 -0.000411373 -0.000136536 -0.0240031 -0.00219692 0.000474183 -0.000620274 -0.0372253 0.0123874 0.0226374 0.0412293 0.0116083 -0.00634958 -0.0160183 -0.0496033 0.0355622 0.00564796 0.0643922 -8.30398e-05 0.0317243 -0.000442216 -0.0327052 0.000123391 -0.0266012 -0.00939523 -0.0324336 0.000645898
internal_weight=0.334751 0.00619286 0.328559 0.00945253 0.319106 0.317177 0.00791371 0.00575977 0.309264 0.283242 0.00409689 0.0260213 0.01682 0.0113574 0.00659935 0.00920135 0.0054625 0.00310167 0.0050007 0.00497805 0.00269439 0.279145 0.00311698 0.276028 0.00475572 0.271273 0.00520209 0.0035324 0.00235648 0.266071
internal_count=2900 219 2681 56 2625 2547 154 91 2393 2002 74 391 229 137 108 162 92 57 70 204 48 1928 44 1884 380 1504 80 212 152 1424
is_linear=0
shrinkage=0.1


Tree=920
num_leaves=31
num_cat=0
split_feature=1 0 3 0 0 4 0 0 0 4 4 1 3 0 0 4 2 2 2 2 0 0 1 1 1 3 4 3 4 4
split_gain=0.000141431 0.00159855 0.00145077 0.000773834 0.000640521 0.00186094 0.000581775 0.00140401 0.000736087 0.000678493 0.000864892 0.00115582 0.000789386 0.0012835 0.00120423 0.000810915 0.000652245 0.00133553 0.00129898 0.000995052 0.000597652 0.00122806 0.00227078 0.00231634 0.000722985 0.00100233 0.000529891 0.000555305 0.000506107 0.000504637
threshold=70.182199495350019 94.614906984850009 -0.16319499999999998 94.73051068445001 95.141844778450022 39.468990633150007 94.047642319350018 93.867515624600017 94.230457472250009 38.592454371550012 39.268993001500007 62.305017173150013 0.088395000000000015 92.851278451300018 90.259604813550013 35.818873074050011 -0.094344999999999998 -0.11808 -0.14581999999999998 -0.23155499999999998 92.652332549650012 90.337570099350003 66.697957758300021 67.649671936450019 65.004229136100022 0.080515000000000017 38.238138001450004 0.094165000000000013 37.737818700150008 36.921550069850007
decision_type=2 2 2 2 2 2 2 2 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 -3 5 -5 7 9 -8 12 11 -11 13 14 16 -14 17 18 19 -1 21 24 -23 -24 -12 -26 27 -6 -29 -17
right_child=1 3 -4 4 26 -7 8 -9 -10 10 20 -13 15 -15 -16 29 -18 -19 -20 -21 -22 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.034878071406715609 0.043197624155261245 0.041545765208977833 -0.084526945932164532 0.032180824737545362 -0.050742066726209394 -0.073553796789667183 -0.088135314306255749 0.056798798971420997 -0.0032690245073359932 0.0076248355641064143 -0.0003792387101236624 -0.05989274410573775 -0.0028835465497070328 0.05562111071778178 -0.065259078687270669 0.061983651003739287 0.03795454022640965 -0.078378982833337663 0.091342675769849502 -0.10003332992271302 -0.03653097362829754 0.072097272006069052 -0.085161803651064891 0.036235035436746298 -0.0011187887991886253 -0.1000392781412429 0.0032495528563553223 0.029122545943884345 -0.046264600476530568 0.023857800044237008
leaf_weight=0.0011439413442991826 0.0011339527086846601 0.0042297367721965398 0.0041219715332758413 0.0027691483580759698 0.0039342560097461853 0.0041729264222014895 0.0016317492150577087 0.0045611951494706196 0.0027351062940983439 0.0045704934032073652 0.16350055924084472 0.0056943791361447893 0.006710901217794051 0.0029709370471664434 0.0037231525884635639 0.0058060570736415693 0.0032755936372552696 0.0022481785258605669 0.0014934249384168652 0.0010471328070043578 0.0043749633957004255 0.0065369407842439387 0.0025735329197470458 0.0040378458182601662 0.0024588751346216109 0.0017557343414236273 0.067065762037946119 0.0025225678981691552 0.001376448741799402 0.0086347756790847718
leaf_count=39 21 10 145 20 235 55 13 23 39 23 801 21 42 14 18 14 24 7 8 47 38 42 32 19 26 26 951 97 16 34
internal_value=-7.99866e-05 -0.0034321 -0.0569707 -0.000162764 -0.00231836 -0.0313769 0.00118774 0.00185383 -0.0349807 0.000776186 -0.00157533 -0.0298302 0.0131832 -0.0036501 -0.0172674 0.0258388 0.00213693 -0.017639 0.0194229 -0.0295972 -9.61136e-06 0.000873815 0.0303035 -0.0110197 -0.00143338 -0.0423274 0.000374961 -0.0242363 0.00250903 0.0391866
internal_weight=0.332812 0.0913268 0.00525592 0.0860708 0.0818411 0.00694207 0.241485 0.237119 0.00436686 0.232557 0.195503 0.0102649 0.0370541 0.0159024 0.0129314 0.0211517 0.00920827 0.00593268 0.0036845 0.00219107 0.185238 0.180863 0.0131483 0.00661138 0.167715 0.00421461 0.074899 0.00783327 0.00389902 0.0144408
internal_count=2900 1550 166 1384 1374 75 1350 1298 52 1275 1028 44 247 157 143 90 125 101 94 86 984 946 93 51 853 52 1299 348 113 48
is_linear=0
shrinkage=0.1


Tree=921
num_leaves=31
num_cat=0
split_feature=0 0 1 1 4 3 1 1 3 0 0 4 4 0 2 2 0 4 2 2 1 1 1 4 1 3 3 3 3 1
split_gain=0.00015123 0.00138458 0.000593302 0.00157508 0.000870205 0.000564188 0.000409695 0.00114041 0.000728887 0.000523271 0.00155491 0.00108585 0.000953721 0.000786955 0.0017273 0.000691755 0.000568554 0.00183302 0.00258001 0.00508084 0.000755474 0.00165355 0.000720695 0.00191485 0.00130608 0.00103533 0.000545893 0.000417887 0.00143974 0.000998455
threshold=85.613949164150014 85.447264760050004 61.917879202350001 61.907125369850007 43.968221017800005 0.084365000000000009 61.917879202350001 61.923256118600001 0.095845000000000027 85.807518149550006 85.968825637350008 42.448133449100006 44.015822920550008 86.232294534150014 -0.048664999999999993 -0.08725999999999999 87.181320254150009 42.541806567400009 -0.065399999999999986 -0.12350999999999999 62.116825104000007 62.197478847950002 64.654729579150015 41.840895355800008 64.84561010645001 0.087725000000000011 0.08594000000000003 0.083565000000000014 0.084065000000000015 65.966697146800016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 8 -8 -2 11 15 -9 -13 14 26 -11 17 18 19 -15 -18 -22 23 -23 -24 -25 -12 29 -29 -26
right_child=6 -3 4 -5 -6 -7 7 9 -10 10 13 12 -14 16 -16 -17 20 -19 -20 -21 21 22 24 25 27 -27 -28 28 -30 -31
leaf_value=-0.0017870334502239197 -0.038500926079753438 -0.069730644828692553 -0.0074031763652152903 0.083235112513224241 0.01988445656585603 -0.10005368156770927 0.06297619959873639 0.032867942265704407 0.0088670820705159387 -0.0082209865364196305 0.063134282824474294 -0.042691667135084786 0.024621383160217183 0.010077663924426751 -0.026633747964674201 -0.070290069150191967 0.031602028331537101 0.01870031337041508 0.017777952456693346 -0.089281622251424997 -0.086687726959486469 0.059984638224761813 -0.10008974592718761 0.023532445127848189 -0.061021807495156399 -0.02034318707196732 0.021995255889807039 0.06881598541562968 0.00094161741736710253 -0.0042387482224393582
leaf_weight=0.027651591617335589 0.0070308891999672496 0.0031298729303632358 0.0010123600020813602 0.002365284565712499 0.0018793964166299304 0.0018736783897574439 0.0029852200532332054 0.013781943605137903 0.0060386461209418485 0.0029984663603386252 0.0058642616677389015 0.004701751678178212 0.0038109083562502533 0.0093623882090980715 0.0054275854725744912 0.0044758102076624942 0.0081148408480657686 0.014348176203441199 0.0097625441908348876 0.011429433339344541 0.0021538711589528239 0.0073442183585044054 0.0013291507775647906 0.010405256715785072 0.0033432893487344286 0.011131870681765577 0.0071682793010836576 0.0032328878193770552 0.093788266662947761 0.041974387578052663
leaf_count=351 28 39 52 6 11 64 6 40 21 15 18 29 19 27 31 38 20 36 37 35 7 39 4 25 27 28 22 23 966 836
internal_value=-8.20551e-05 -0.00602392 -0.000291295 0.00491258 -0.0330699 -0.0675539 0.000689403 0.0015002 -0.016615 0.000835158 -0.000455843 0.0155234 -0.0125573 0.000908391 0.0207662 -0.0453897 -0.00070138 -0.0107837 -0.0246292 -0.0445409 0.00177496 0.000389516 0.00147647 0.0158907 -0.00142119 0.000854497 0.0405066 -0.000499831 0.00320329 -0.00842789
internal_weight=0.329917 0.0379122 0.0347823 0.0300169 0.00476543 0.00288604 0.292004 0.278935 0.0130695 0.27595 0.253655 0.0222946 0.00851266 0.246181 0.0184601 0.00747428 0.227721 0.0449025 0.0305544 0.0207918 0.182818 0.174703 0.172549 0.0288813 0.143668 0.0215371 0.0130325 0.142339 0.0970212 0.0453177
internal_count=2900 523 484 357 127 116 2377 2328 49 2322 2234 88 48 2181 71 53 2110 135 99 62 1975 1955 1948 92 1856 53 40 1852 989 863
is_linear=0
shrinkage=0.1


Tree=922
num_leaves=31
num_cat=0
split_feature=2 0 4 0 3 2 1 3 3 3 0 0 3 3 2 0 0 3 3 3 2 1 1 0 3 1 3 2 2 2
split_gain=0.000145792 0.000851221 0.0019646 0.00159563 0.00143869 0.0013481 0.0030253 0.00260286 0.00119281 0.00160932 0.00106686 0.00168648 0.000726775 0.00161661 0.00144736 0.00105598 0.00147861 0.000815072 0.000958878 0.000873491 0.00100113 0.00112485 0.0013122 0.00081786 0.000740845 0.000899264 0.00154453 0.000710178 0.000703415 0.000649299
threshold=-0.068524999999999989 85.968825637350008 39.468990633150007 85.807518149550006 0.10500500000000003 -0.053019999999999991 62.079186690200011 0.087530000000000011 0.10211000000000002 0.084535000000000013 86.036037090600004 86.345209775600011 0.084795000000000023 0.076080000000000023 -0.044409999999999998 86.388225105700016 86.530713386650021 0.087265000000000023 0.087530000000000011 0.087725000000000011 -0.024989999999999998 62.837331883000012 64.071334164850015 90.837623311600012 0.088990000000000027 76.763544998700013 0.099425000000000027 -0.0086649999999999991 0.098830000000000015 -0.037524999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 8 6 -3 -8 9 -4 -7 -12 13 29 -14 -16 -17 -18 -19 -20 23 -22 -23 -21 -24 26 -26 -15 -29 -13
right_child=1 5 3 -5 -6 10 7 -9 -10 -11 11 12 14 27 15 16 17 18 19 20 21 22 24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0015005381951213345 0.034959612939840852 0.098520104787017448 0.029808078656513803 -0.10009437020342574 -0.10004481878634684 0.072355773070601745 -0.043232437908947208 0.042950779463188059 0.061311399379159581 -0.087457610502834807 -0.058901870071606646 0.05408274697262349 -0.078512139692541713 0.08249643891075889 0.084892038113128676 -0.096208781021220019 -0.062876103244914827 0.072420614898155627 -0.083679757014285372 0.091032111367655211 -0.04878197651826946 0.10001246620597085 0.071494552490288452 0.0095658364541969104 -0.10002955494509691 0.023316692406814127 -0.0015068580687842379 0.058706776316194011 -0.049161343170816316 -0.008744773909116977
leaf_weight=0.2257691730193136 0.0050369820821084431 0.0048718409270804867 0.0024420509906047001 0.0031869016958208938 0.0016954523330729998 0.0019893340629693048 0.0059641743606533822 0.008496640490309848 0.0023171470056695398 0.0022472795989959479 0.0048131400318993716 0.0018746367452706627 0.0025633099222019456 0.0042613725459350604 0.0013870667171431627 0.0016570683226859719 0.0018826729558897295 0.001967101332411402 0.0011899701157200007 0.0021223807298156308 0.0047096335988499041 0.0013831736850988827 0.0012433888003022817 0.0029385100667881359 0.002279173950279656 0.0050347106011461099 0.0052714475018902363 0.0015096745664537443 0.0010083134664189582 0.013423569468697038
leaf_count=1826 38 14 98 27 18 5 27 45 9 49 37 9 13 27 3 9 57 6 6 11 21 6 12 32 39 111 52 37 54 202
internal_value=-8.88819e-05 0.00307391 -0.0173819 -0.0395576 -0.0173872 0.00720346 0.0303665 0.00740564 0.00261453 -0.0263895 0.000261802 -0.00203216 0.00271113 0.0169677 -0.00612282 -0.000511177 -0.00425053 0.000825086 0.00508701 2.62611e-05 0.00401337 -0.00607636 0.00714539 0.0437303 -0.00214335 -0.00941853 -0.0312462 0.057617 0.0155116 -0.00104591
internal_weight=0.326537 0.100768 0.0169258 0.0118888 0.00870193 0.0838423 0.0193327 0.0144608 0.00700648 0.00468933 0.0645096 0.0625203 0.0577072 0.0220776 0.0356296 0.0330663 0.0316792 0.0300222 0.0281395 0.0261724 0.0249824 0.0199215 0.0152119 0.00506089 0.0138287 0.0125853 0.00755062 0.00677936 0.00251799 0.0152982
internal_count=2900 1074 239 201 174 835 86 72 156 147 749 744 707 329 378 365 362 353 296 290 284 241 220 43 214 202 91 118 91 211
is_linear=0
shrinkage=0.1


Tree=923
num_leaves=31
num_cat=0
split_feature=1 1 3 2 4 0 0 4 2 1 1 1 1 0 4 4 2 3 3 0 1 2 2 2 1 1 1 0 3 1
split_gain=0.000143958 0.000158041 0.000497613 0.000512575 0.000233796 0.000220171 0.000550885 0.00103008 0.00033552 0.000833545 0.000266528 0.00132893 0.000442635 0.000285071 0.00111776 0.00162753 0.0013802 0.000777485 0.000679621 0.000593735 0.000417538 0.000624158 0.0019736 0.0011979 0.000576662 0.00109976 0.00032459 0.00135836 0.00132875 0.000853624
threshold=89.912793714750009 84.600400448950026 0.075065000000000021 -0.15626499999999999 44.710446918150005 103.44649194340002 108.08677067655002 47.480720532750006 -0.0086649999999999991 82.204984254750016 81.524804347700012 82.987325570650015 80.288113607700012 98.201310130900012 39.995120105550008 41.24714903835001 -0.10518999999999999 0.084065000000000015 0.11308000000000003 100.13162306855001 75.465019721650009 -0.069554999999999992 0.13860000000000003 -0.088099999999999998 75.645146416450004 77.52437864960001 71.090898343450007 95.429509798400019 -0.059734999999999996 70.865067860500019
decision_type=2 2 2 2 2 2 2 2 2 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 10 7 8 9 -7 12 -12 13 20 18 -16 19 -18 -15 -17 26 23 -23 24 -22 -26 29 28 -28 -1
right_child=-2 2 4 -5 -6 6 -8 -9 -10 -11 11 -13 -14 14 15 16 17 -19 -20 -21 21 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=4.257850513778773e-05 -0.023134084039930988 0.099362865351658433 -0.042644119821412294 0.0048104587446564633 0.014494223076351476 -0.10002717598654337 -0.078469873056839681 0.082335736775235896 0.01828036695152636 0.016182155432334443 -0.10002339625027755 0.02233549875769782 0.025745168669472171 -0.093499149010857208 0.04789646446214179 0.061828931143075673 -0.01158966163282679 -0.1000445613990889 -0.009760476524874856 -0.02767610984410317 0.042273975126162003 -0.10005353975949204 0.068402743362377796 0.10001746054766712 -0.10002702575189895 0.0283909881634824 0.00053179138141045779 0.0011172750467471906 -0.10003373951825929 0.036430722313216507
leaf_weight=0.24039357402085057 0.002686128901013495 0.0011505855206088711 0.0012523421003918281 0.0011428009156336876 0.0016724587961453458 0.0014124185184744009 0.0012428313986336779 0.0010739407248248067 0.0010413191943808879 0.0010963272406794289 0.0014768226131686704 0.0022248488269482891 0.0067984421182489809 0.0023425431099809981 0.0047193989129539204 0.0017372857889395013 0.0016427438195109065 0.0025149726589492882 0.0016531958848637895 0.0012925390525612701 0.0029241316198707068 0.0014715741402350768 0.0013187140665484876 0.0020632485029636882 0.0010855421783417807 0.0017291413732882788 0.0023488116405929738 0.019907590834600697 0.0029817083252927359 0.0066244956545986602
leaf_count=1439 360 13 100 35 44 30 47 23 32 26 43 22 47 79 30 27 23 35 24 32 12 44 12 6 21 34 34 130 80 16
internal_value=-8.03873e-05 0.000112926 0.0173736 0.0522471 -0.00997129 -0.000172902 -0.0193639 -0.00347748 -0.0294371 -0.0492435 0.000191172 -0.0264809 0.000514299 -5.98599e-05 -0.0130874 0.00227064 -0.0276876 -0.0650954 -0.0588531 0.0236456 0.000672594 0.0201515 -0.0204397 0.0346683 0.0111736 -0.0211361 -8.52482e-05 -0.0108875 -0.0557211 0.00101843
internal_weight=0.323022 0.320336 0.00521819 0.00229339 0.0029248 0.315118 0.00586684 0.00462401 0.00355006 0.00250875 0.309251 0.00370167 0.30555 0.298751 0.0159027 0.0119069 0.00718754 0.00415772 0.00399574 0.00302982 0.282849 0.0105924 0.00279029 0.00780206 0.00573882 0.00281468 0.272256 0.0252381 0.00533052 0.247018
internal_count=2900 2540 192 48 144 2348 158 111 88 56 2190 65 2125 2078 250 147 117 58 103 59 1828 129 56 73 67 55 1699 244 114 1455
is_linear=0
shrinkage=0.1


Tree=924
num_leaves=31
num_cat=0
split_feature=1 0 3 0 1 4 3 4 1 4 0 3 3 3 0 0 2 2 2 3 0 0 1 1 3 4 0 0 4 4
split_gain=0.000144576 0.00134101 0.00129532 0.000588044 0.000540228 0.00182568 0.00114055 0.00111427 0.00104809 0.00097588 0.00120619 0.00117689 0.00125098 0.00187213 0.00094628 0.000786604 0.000657219 0.000660717 0.00102067 0.001687 0.00121399 0.000627199 0.00122004 0.000664354 0.000951044 0.00054526 0.000510108 0.00120229 0.000640371 0.000753775
threshold=70.182199495350019 94.614906984850009 -0.16319499999999998 94.73051068445001 71.787208999250012 38.441102963850007 0.091885000000000022 43.633733172900008 72.187789260650007 41.840895355800008 96.588235252600015 0.085155000000000022 0.090390000000000012 0.095290000000000027 98.851916998450022 96.811377277450006 0.68694500000000025 0.22542000000000004 -0.01762 -0.094899999999999998 97.013011637200023 95.762878606550018 78.285212300550015 78.962703749400006 0.080960000000000018 44.215931556700006 94.047642319350018 93.867515624600017 38.592454371550012 39.268993001500007
decision_type=2 2 2 2 2 2 2 2 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 -3 5 -5 7 -7 -6 10 -10 21 14 -14 -13 -12 17 18 19 -17 -21 -11 -23 -24 -25 -9 27 28 -1 -30
right_child=1 3 -4 4 8 6 -8 25 9 11 15 12 13 -15 -16 16 -18 -19 -20 20 -22 22 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.013137502246300252 0.040411826401063035 0.036589124232716382 -0.08229103790794598 0.047295598790855722 0.06413932121915504 -0.087198365662115668 0.021833968651997104 0.035089537260349232 -0.10005246846490357 0.055997586537632996 0.066466881889025609 0.099403659255212426 -0.10004326637032923 0.037189531263505424 0.024360259462441886 0.050895186957104654 0.062170424068149932 -0.067263725086222526 0.040495867145585784 -0.10005157911205856 -0.018547258949928078 -0.083640882217284301 0.077932868105824296 0.0041109042277196039 -0.096937435820295501 -0.050559645285128629 -0.033158971713094447 0.053928317224194035 -0.028358144184628554 1.0076818311564287e-05
leaf_weight=0.035653880266350829 0.0011135231873122819 0.0040570357006188265 0.0037837229132613023 0.003039599420463405 0.002549630557102305 0.0050490478495888169 0.0022607677781003596 0.0014085739929488028 0.0014755437811784294 0.0014480216121251438 0.001371518509017732 0.0036750553369389065 0.0013784234769148827 0.0035651510900995284 0.0030958177670410703 0.0033125425918421212 0.0011941808506550624 0.0021271668868882631 0.003592495992822276 0.001987253778828922 0.02273068075316962 0.0020638510463278923 0.0010049998664030122 0.0078904259860774536 0.0010560752832096286 0.0015737269746521343 0.0042378586002609344 0.0043495796656340948 0.0098839104368053654 0.17892772103440918
leaf_count=247 21 10 145 31 17 40 28 7 14 28 6 15 31 57 64 73 19 96 98 12 389 49 11 221 34 34 52 23 44 984
internal_value=-8.45058e-05 -0.00354278 -0.0543912 -0.000539232 -0.00244957 -0.0207992 -0.0409098 -0.0585717 0.00128419 -0.00126082 -0.0114221 0.013991 0.0371689 -0.00107527 0.0650919 -0.00782094 -0.0107366 -0.0133163 -0.00968745 -0.0161191 -0.0251 -0.00617605 -0.0136689 0.000842695 -0.00781718 -0.0101066 0.00121843 0.00185513 0.000846084 -0.00147494
internal_weight=0.320858 0.0878048 0.00489725 0.0829076 0.0788506 0.0133317 0.0102921 0.00803135 0.0655188 0.0629692 0.0377914 0.0251778 0.0117144 0.00494357 0.00677087 0.0363158 0.0349443 0.0337501 0.031623 0.0280305 0.0247179 0.0134634 0.0120154 0.0099515 0.0089465 0.0029823 0.233053 0.228815 0.224466 0.188812
internal_count=2900 1550 166 1384 1374 140 109 81 1234 1217 707 510 167 88 79 693 687 668 572 474 401 343 315 266 255 41 1350 1298 1275 1028
is_linear=0
shrinkage=0.1


Tree=925
num_leaves=31
num_cat=0
split_feature=3 3 2 2 4 4 4 4 1 1 3 0 1 0 4 2 0 0 0 4 4 3 4 0 3 3 3 3 2 3
split_gain=0.000152624 0.0013546 0.00059586 0.000637221 0.000610998 0.000350956 0.00132108 0.000701235 0.000930894 0.000719991 0.000663185 0.000404653 0.000733909 0.000935764 0.000560147 0.000737526 0.000309991 0.000821427 0.000795081 0.000723462 0.000576128 0.000569966 0.00155351 0.00178856 0.00114193 0.000571231 0.000697409 0.000735425 0.00142114 0.000657315
threshold=0.10236000000000002 0.10176000000000003 0.20327000000000003 0.12351500000000003 34.542090938800008 42.564639561200003 43.061965423550006 41.941595803500007 75.922057603850007 80.677940036650014 0.11906000000000001 86.345209775600011 63.910026677050006 93.910530954700008 41.395309858300003 -0.075174999999999992 84.95796538030001 83.992808911450012 85.253695774650012 39.468990633150007 37.272044000450002 0.098200000000000023 42.102795028150005 89.738043936200015 0.097615000000000021 0.096845000000000028 0.093295000000000031 0.092290000000000025 -0.099224999999999994 0.091975000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 3 4 -2 7 -7 8 11 -10 -9 14 -13 -14 15 -6 17 19 -18 20 -1 24 23 -23 25 26 27 29 -29 -20
right_child=2 -3 -4 -5 5 6 -8 10 9 -11 -12 12 13 -15 -16 -17 18 -19 21 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.014814318118592774 0.068029053561505071 0.068637114722356021 0.04132542975937837 -0.055576951565480405 -0.060982260534401304 0.059344740207652763 -0.030993398280232377 -0.10008601837818146 -0.10004592970950804 -0.0080803825943881798 -0.011787523826062015 0.039926323001228337 -0.022685366230949487 0.038271101349327596 0.012734241861819011 -0.0034703695049871034 0.045699781900900953 -0.068335674061077364 -0.00068107776024047169 0.0055103883395894891 -0.10001967107911114 0.029602585034081752 -0.070581252538443551 -0.060430154879450408 0.052516833547391589 -0.046819653516648838 0.019063077255545881 0.023344861854107234 -0.087633903160631577 0.034054993019437201
leaf_weight=0.0021898210127806036 0.0011224500261024775 0.0029179877314401406 0.0026267229935737551 0.0026164509897167098 0.0039133775404232027 0.0032887474444154323 0.0031879346597421566 0.0016142689443157101 0.0017668963638739102 0.001642776777475412 0.0017980505350691511 0.0054463225342260566 0.0083726990761494608 0.0036017861320223445 0.005280055617902236 0.0051829299064820372 0.0039331841546754722 0.0022827048116029749 0.18854744821648506 0.014043135137458723 0.0012446002985022769 0.0071624788399731161 0.0041449709566840917 0.0031888715528566617 0.0043216136320616263 0.0025101507372903 0.019784314550322341 0.002031196918022584 0.002671438095400133 0.0056097740680879629
leaf_count=95 25 22 35 27 20 34 33 18 32 35 23 22 32 44 16 25 15 17 1675 251 27 21 23 47 21 27 167 20 31 20
internal_value=-8.55307e-05 0.000876948 -0.00507142 -0.00756701 -0.00484914 -0.0066631 0.0148788 -0.0102758 -0.00608071 -0.055737 -0.053559 -0.000755966 0.00949199 -0.00435037 -0.0131741 -0.0282129 0.000127047 -0.0119195 0.00110301 -0.0045511 -0.0456919 0.000372062 -0.0188485 0.0018668 0.00160779 0.000612967 0.00115752 -0.000623883 -0.0396991 0.00032255
internal_weight=0.318045 0.266584 0.0514615 0.0488347 0.0462183 0.0450958 0.00647668 0.0386192 0.0352068 0.00340967 0.00341232 0.0317972 0.0174208 0.0119745 0.0143764 0.00909631 0.263666 0.0197603 0.243905 0.0174776 0.00343442 0.239972 0.0144963 0.0103514 0.225476 0.221154 0.218644 0.19886 0.00470264 0.194157
internal_count=2900 2479 421 386 359 334 67 267 226 67 41 159 98 76 61 45 2457 390 2067 373 122 2052 91 68 1961 1940 1913 1746 51 1695
is_linear=0
shrinkage=0.1


Tree=926
num_leaves=31
num_cat=0
split_feature=2 2 1 2 4 1 3 2 1 3 2 2 3 1 4 0 1 1 1 2 2 1 2 1 2 3 0 4 2 1
split_gain=0.000155066 0.000223648 0.000517441 0.00038092 0.000798613 0.000794379 0.000521417 0.000394368 0.00104307 0.000292001 0.000503186 0.000902516 0.000645728 0.000573655 0.000598335 0.000565982 0.000537687 0.00105022 0.00129927 0.0010983 0.000948058 0.000813709 0.000834813 0.000287799 0.000283697 0.00101369 0.000269081 0.000236108 0.00115544 0.000916087
threshold=-0.62958999999999998 -0.59309999999999985 78.285212300550015 -0.50001499999999999 40.712530798250008 64.434276012450013 0.085345000000000018 -0.26138499999999998 62.305017173150013 0.10500500000000003 -0.033594999999999993 -0.026349999999999998 0.10970500000000002 68.321786469100019 40.823855932350007 97.738895332450014 61.966271448700006 62.020040611300011 62.079186690200011 -0.063985 -0.072569999999999982 75.645146416450004 -0.11911999999999999 73.365333921800001 -0.24103499999999997 0.091385000000000022 87.568458224950021 35.337501601400007 -0.11808 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=-1 2 23 4 5 -3 -7 8 -5 24 16 -12 -13 14 -14 -15 -11 -18 -19 20 21 22 -20 -2 25 26 -9 28 -26 -30
right_child=1 3 -4 7 -6 6 -8 9 -10 10 11 12 13 15 -16 -17 17 18 19 -21 -22 -23 -24 -25 27 -27 -28 -29 29 -31
leaf_value=-0.018560554204741564 0.026854579338310258 0.072844157551513217 0.06746667009637812 0.072398852326098911 -0.073451849247309547 0.029123384143602549 -0.061333279790139195 -0.10003510281269135 -0.017927477399165111 0.0055435039576452903 0.073722469345816791 -0.061807344545128554 0.064831709506503729 -0.078968198216379792 -0.0065564763432688165 0.010349218050758766 -0.08968865106805457 0.055820781497222985 -0.013715181127598862 -0.099836632947548701 0.053548400775826545 0.030823665848004195 -0.10004784863622462 -0.02341543685165275 -0.071396883949151155 0.051442971458597608 -0.029885432713732021 0.00074137166746834438 0.052457887414135151 -0.043977466950189281
leaf_weight=0.0044797546789120393 0.0022788502248383144 0.0011282844681882584 0.001624524922017893 0.0025908150781414263 0.0021797835941217624 0.0010264925768289771 0.0016804633897047974 0.0011703067089290529 0.0025238669108365933 0.0062986217612495078 0.0017508920018372018 0.0016249898592300546 0.0023559894102618273 0.0012251044682360932 0.0023403154906206092 0.0016856051714105186 0.0024104734861418739 0.0020155305643925212 0.0023556378641438318 0.0019334968508331078 0.0015787564919886865 0.0014758569640885063 0.0021353788336026499 0.0022766052443190798 0.0012110659760815792 0.0010697997948117266 0.0010263427721410416 0.25173101754076821 0.00539807379400514 0.0012049471856200701
leaf_count=49 19 7 43 19 67 18 41 67 41 30 9 26 17 8 27 38 17 12 15 19 16 39 31 22 77 7 67 1923 37 92
internal_value=-8.79345e-05 0.000177889 0.0190116 -0.000203564 -0.0251194 0.00235071 -0.0270316 0.000297482 0.0278268 -0.000181446 -0.00933012 0.00789799 -0.00458593 0.00763756 0.0292567 -0.0272441 -0.0186954 -0.029675 -0.0170899 -0.0325927 -0.0153621 -0.0335949 -0.0547644 0.00173196 0.000904185 -0.0283827 -0.067259 0.00127277 0.0183917 0.03486
internal_weight=0.315788 0.311308 0.00617998 0.305128 0.00601502 0.00383524 0.00270696 0.299113 0.00511468 0.293998 0.0311866 0.0109829 0.009232 0.00760701 0.0046963 0.00291071 0.0202038 0.0139051 0.0114947 0.00947913 0.00754563 0.00596687 0.00449102 0.00455546 0.262812 0.00326645 0.00219665 0.259545 0.00781409 0.00660302
internal_count=2900 2851 84 2767 133 66 59 2634 60 2574 304 125 116 90 44 46 179 149 132 120 101 85 46 41 2270 141 134 2129 206 129
is_linear=0
shrinkage=0.1


Tree=927
num_leaves=31
num_cat=0
split_feature=0 0 1 1 4 3 2 2 2 2 2 2 4 1 1 0 0 3 0 2 2 0 3 3 2 2 1 1 4 3
split_gain=0.000151695 0.00118327 0.000488979 0.00137872 0.000756603 0.000518381 0.000323106 0.0012569 0.000858447 0.000666225 0.00109794 0.000895439 0.000360171 0.000306923 0.000926579 0.000617452 0.000511581 0.000623766 0.000431148 0.000409818 0.00147769 0.002548 0.00210552 0.00273113 0.00138395 0.00144322 0.00232511 0.00173101 0.00243995 0.00133363
threshold=85.613949164150014 85.447264760050004 61.917879202350001 61.907125369850007 43.968221017800005 0.084535000000000013 -0.10965999999999999 -0.098345000000000002 -0.11911999999999999 -0.074434999999999987 -0.01762 -1.0000000180025095e-35 38.938637541200009 61.917879202350001 61.923256118600001 85.939252597950016 85.694602908050015 0.091545000000000029 85.716110573100011 -0.095019999999999993 -0.088099999999999998 97.550703263350016 0.087265000000000023 0.088500000000000023 -0.08459499999999999 -0.081474999999999992 62.079186690200011 63.154569942350008 42.049402686800001 0.090720000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -8 -1 -9 -11 -12 -13 15 -15 -2 17 -16 -18 -20 21 22 -21 -24 -22 26 -26 -28 -29 -27
right_child=13 -3 4 -5 -6 -7 7 9 -10 10 11 12 -14 14 16 -17 18 -19 19 20 24 -23 23 -25 25 29 27 28 -30 -31
leaf_value=-0.0013368297009324725 0.01156919846125618 -0.067194829817973575 -0.0089675799092898047 0.081052286335265622 0.017427625863546774 -0.10004954848915837 -0.10005599037593023 0.03164367192189415 0.072435943792025712 -0.10004603082098636 0.084344424302624899 -0.059882869827992763 0.0058700269276563176 0.058392639063725618 -0.0017519620296544806 -0.033529208632251679 -0.045552104673628344 0.057044713745959943 0.0062102047902948335 -0.09697705915461878 0.031113296942771453 0.039830989790852499 0.042440655448200838 -0.061930334614757103 0.015340211301028674 0.011019214527332032 -0.1000836639388564 -0.07948542338993507 0.049203749299587263 -0.010633940519769083
leaf_weight=0.014327764784920555 0.0052276245525035847 0.0029207271559797262 0.0010036051947044399 0.0021457080056279656 0.0018629511735568371 0.001655777495305277 0.0015141913004299576 0.0036364991769914931 0.0017724523563629182 0.0014009895555631155 0.0010082052913513171 0.0014863808343004306 0.0018953362678520644 0.0028255244396859771 0.0036810046629333062 0.007240857792609745 0.0020542624464496831 0.0035391075957704743 0.082895143119081527 0.0054144996508220617 0.013901850278835948 0.0043749100119189364 0.0041818632935939348 0.0062605916102072001 0.0073870734239704855 0.068811932985150703 0.0050719107484837886 0.0032157107950757284 0.0027191223085011457 0.048486820383194379
leaf_count=191 15 39 53 6 11 63 9 15 8 15 13 14 86 6 31 34 11 11 980 33 67 45 12 37 18 597 18 39 21 402
internal_value=-8.72427e-05 -0.00613537 -0.000844994 0.00389578 -0.0314424 -0.0656768 -0.00222641 -0.015486 0.00678472 -0.00190273 -0.0229688 0.00162951 -0.0230306 0.000711729 0.00143363 -0.0146209 0.000819349 0.0270686 7.54691e-05 0.000446356 -0.00236708 -0.0277317 -0.0463722 -0.0201332 0.00106336 -0.00201529 -0.0280587 -0.0571855 -0.0205248 0.00206863
internal_weight=0.31392 0.0366306 0.0337099 0.0291875 0.00452233 0.00265938 0.0270418 0.0109416 0.0161002 0.00942741 0.00579091 0.00438992 0.00338172 0.27729 0.264821 0.0124685 0.261996 0.00722011 0.254776 0.252721 0.169826 0.0202319 0.015857 0.0104425 0.149594 0.135693 0.0183938 0.0110067 0.00593483 0.117299
internal_count=2900 523 484 357 127 116 351 152 199 143 128 113 100 2377 2328 49 2322 42 2280 2269 1289 127 82 49 1162 1095 96 78 60 999
is_linear=0
shrinkage=0.1


Tree=928
num_leaves=31
num_cat=0
split_feature=3 3 3 4 4 2 3 2 2 0 0 0 0 0 4 4 2 2 4 2 3 0 3 1 4 1 2 1 2 3
split_gain=0.000179236 0.00109782 0.000938431 0.000773102 0.00156801 0.00144529 0.00205383 0.00181724 0.00250035 0.00112697 0.000766052 0.000738315 0.00112243 0.000886955 0.00102115 0.00152505 0.000898945 0.00115929 0.00125447 0.000815794 0.000720594 0.00145774 0.000685614 0.000898235 0.000709746 0.00157278 0.000658776 0.000644304 0.000609352 0.000596314
threshold=0.090225000000000014 0.090865000000000015 0.091385000000000022 42.178283198950005 42.526729949000007 -0.5169149999999999 0.093295000000000031 -0.097799999999999984 -0.083794999999999994 90.437043050150024 93.867515624600017 89.872466842800023 87.568458224950021 93.679323555450011 39.211875820650008 38.238138001450004 -0.058529999999999992 -0.08756499999999999 40.922041107600009 0.11529000000000002 0.089475000000000013 97.550703263350016 0.11614000000000002 62.020040611300011 40.496232821400007 61.960894532450006 -0.074434999999999987 61.966271448700006 -0.081844999999999987 0.089185000000000028
decision_type=2 2 2 2 2 2 2 2 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 10 -3 11 -5 -6 -7 -8 -9 -10 -2 12 22 28 15 19 17 18 -16 -15 29 -22 23 24 26 -26 -4 -24 -13 -1
right_child=1 2 3 4 5 6 7 8 9 -11 -12 13 -14 14 16 -17 -18 -19 -20 -21 21 -23 27 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.002052428123208412 0.0041805377441469583 -0.039477417191396538 0.041988218621906902 -0.060581397905335357 0.062580375722052967 -0.1000504543342588 -0.077789323444800218 0.076658677964761113 -0.047679967541564505 0.042932459627819358 0.055106391843994844 0.0001627162608819864 0.047966332531808403 -0.036866197943835173 -0.066735833119473759 0.057330258007306692 0.015362107581413702 -0.10003179576679527 0.03288657130379341 0.04597930165505755 -0.082434919121192635 0.029606486682879574 0.011670903133758645 0.033891601966000301 -0.043246050442757741 0.027291084465016616 -0.0045508858119855918 -0.047015100281516183 -0.053283419658686618 0.033828109090001633
leaf_weight=0.17107078386445093 0.0054679407597334577 0.005780942630026902 0.0061958107249893146 0.005562349167095213 0.0030736213959374559 0.0022843100209503529 0.0023238691288927577 0.0045177814048666925 0.004527106879982817 0.0019697967269128036 0.0064241678358908406 0.0035048668274573203 0.0080231051992996072 0.0041098263323885711 0.002327645302065395 0.0066433844583458313 0.0053460202798179344 0.0021620942013589467 0.0027660818069756843 0.0016722586587791227 0.0030552771000056447 0.0018732001064984604 0.0034505066953045551 0.013275009075191135 0.0077328076735661 0.0053467199968082468 0.0059745930195753763 0.0040862112640243087 0.0054508640945893916 0.0047607772906850801
leaf_count=1835 24 36 20 51 29 27 26 22 46 36 22 22 30 138 43 51 59 23 39 28 30 25 21 65 33 15 27 27 28 22
internal_value=-0.00010133 0.00273059 -0.00018539 0.00183679 -0.0139702 -0.000103069 -0.0124353 0.00256931 0.0195233 -0.0202072 0.0316909 0.00619094 0.0134488 -0.00536003 0.0043041 0.0246464 -0.0157534 -0.0386791 -0.0126372 -0.0129061 -0.002138 -0.0398506 0.00743642 0.0128327 0.00176103 -0.0144115 0.0191416 -0.0201471 -0.032367 -0.00108093
internal_weight=0.31076 0.13 0.118108 0.112327 0.0242588 0.0186965 0.0156229 0.0133386 0.0110147 0.0064969 0.0118921 0.0880678 0.0540848 0.033983 0.0250273 0.0124255 0.0126018 0.00725582 0.00509373 0.00578208 0.18076 0.00492848 0.0460617 0.0385249 0.0252499 0.0130795 0.0121704 0.00753672 0.00895573 0.175832
internal_count=2900 988 942 906 237 186 157 130 104 82 46 669 238 431 381 217 164 105 82 166 1912 55 208 160 95 48 47 48 50 1857
is_linear=0
shrinkage=0.1


Tree=929
num_leaves=31
num_cat=0
split_feature=1 0 3 0 0 0 0 0 0 4 3 0 4 0 2 4 1 3 4 2 3 0 3 2 3 3 0 2 0 2
split_gain=0.000172975 0.0011327 0.00109931 0.00047225 0.000473783 0.000821106 0.000964892 0.0004371 0.00114342 0.000545057 0.000694443 0.00115256 0.00106535 0.00181725 0.00154101 0.00073012 0.000627076 0.000547541 0.00155284 0.00158758 0.00353911 0.00201047 0.00166853 0.00166141 0.00167082 0.00245903 0.00136639 0.00287752 0.00243157 0.00123233
threshold=70.182199495350019 94.614906984850009 -0.16319499999999998 94.73051068445001 94.776214472700005 94.832672093450014 94.964406541850011 93.972365491700018 93.867515624600017 38.592454371550012 0.088395000000000015 93.063666643600016 35.131296350900008 89.665455566700004 -0.094344999999999998 35.818873074050011 61.767325547050007 0.083415000000000031 39.268993001500007 -0.093604999999999994 0.086655000000000024 85.872041144650012 0.088565000000000019 -0.087910000000000002 0.08784500000000002 0.089185000000000028 85.968825637350008 -0.14869999999999997 85.737618238150006 -0.083135000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 -3 -5 -6 -7 8 9 10 11 12 14 16 -1 -12 -14 29 -19 22 21 -21 -20 -22 -25 -26 28 -28 -24 -11
right_child=1 3 -4 4 5 6 -8 -9 -10 17 15 -13 13 -15 -16 -17 -18 18 19 20 23 -23 26 24 25 -27 27 -29 -30 -31
leaf_value=-0.055537920810460488 0.036163427043319783 0.033489672083155626 -0.078889105714214716 -0.061400910100516494 0.080470481711480801 -0.1000716379782958 -0.0017914147401972454 -0.029108508706727321 0.05808779943185053 -0.0061798636163008444 -0.0035213453653159367 0.071207631580298844 -0.03335097642691006 -0.073209515202391898 0.09851305142848224 0.038021284445576994 0.03850240647748486 -0.054226338449332591 0.041650869775609528 -0.0031215035949489255 -0.051414622359506626 -0.089768177333103286 -0.02350818549328744 0.039242443981300418 -0.075343197866558478 0.0025941101200376627 0.019675336313561616 -0.075573385974333024 0.080217451848287213 0.022913480996410995
leaf_weight=0.0010403026139866973 0.0010836225650194815 0.0037463043734003157 0.0035549320406463576 0.0013588954144427836 0.0011931372602989035 0.0010131514568899455 0.071299933152966691 0.0046161412729102116 0.0035736394041219191 0.032613899581506789 0.0061759887655151715 0.0017952847211475395 0.0019353011742104798 0.0048848944061319344 0.0017278509569678049 0.013431211433193369 0.0032614228074087648 0.0060710731535387327 0.014281773260961514 0.0040520090752337182 0.0060654456252194197 0.0078966763865058881 0.0045995379859420371 0.0107707878255053 0.0044239271840776145 0.047679958105897605 0.0070275135244060039 0.0057808605620266462 0.0044432938507270592 0.026299719286698831
leaf_count=60 21 10 145 11 11 21 1331 58 17 254 42 10 29 21 10 48 27 31 49 24 39 37 44 28 27 244 30 24 11 186
internal_value=-9.89226e-05 -0.00399202 -0.0520114 -0.00115859 -0.00289241 -0.00181077 -0.00316838 0.00134506 0.00198454 0.00105745 0.0126301 -0.0038453 -0.0143312 -0.0294191 0.040619 0.0249359 0.0117436 -0.00112044 -0.00491496 -0.00235669 -0.0101414 -0.0603848 0.0150705 -0.00143322 0.00338843 -0.00402323 -0.00230228 -0.0233137 0.0274585 0.00680774
internal_weight=0.307698 0.08325 0.00463855 0.0786114 0.0748651 0.0735062 0.0723131 0.224449 0.219832 0.216259 0.0342523 0.0146451 0.0128498 0.0100816 0.00276815 0.0196072 0.00519672 0.182006 0.123093 0.117022 0.0808888 0.0119487 0.036133 0.0689401 0.0628747 0.0521039 0.0218512 0.0128084 0.00904283 0.0589136
internal_count=2900 1550 166 1384 1374 1363 1352 1350 1292 1275 247 157 147 77 70 90 56 1028 588 557 399 61 158 338 299 271 109 54 55 440
is_linear=0
shrinkage=0.1


Tree=930
num_leaves=31
num_cat=0
split_feature=2 4 3 0 0 1 3 0 3 4 1 2 3 3 3 4 2 2 3 2 2 4 0 3 3 1 3 1 4 0
split_gain=0.000156304 0.000208075 0.000192304 0.000473356 0.000666442 0.00135191 0.000304607 0.00124706 0.000366407 0.000281859 0.0002473 0.000198328 0.000324056 0.000595795 0.000720266 0.000310055 0.000406116 0.00045538 0.000271154 0.00029311 0.000265791 0.00089164 0.000321359 0.000895068 0.00052741 0.000362805 0.000615629 0.000812064 0.0010572 0.000606382
threshold=-0.62958999999999998 40.580626202750004 0.13062500000000002 85.872041144650012 87.393708446500014 68.961639504150014 0.11614000000000002 86.103248543850015 0.11308000000000003 40.532725462000009 75.645146416450004 0.15675000000000003 0.10273500000000002 0.094415000000000013 0.090225000000000014 35.97706729810001 0.22542000000000004 0.68694500000000025 -0.11050499999999999 0.25828500000000004 0.11529000000000002 41.43512228960001 71.249517373150013 -0.23472499999999999 -0.12059499999999999 58.549241164900003 0.11048000000000002 61.614083433650009 38.052786106700005 76.591483678350016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 -5 -6 8 -8 11 -9 -7 20 13 14 15 -13 -17 18 -18 -20 22 -22 23 -2 -25 29 27 28 -27 -24
right_child=2 -3 3 4 5 10 7 9 -10 -11 -12 12 -14 -15 -16 16 17 -19 19 -21 21 -23 25 24 -26 26 -28 -29 -30 -31
leaf_value=0.004893905623237162 -0.10005109163729023 -0.039170777924456286 0.056909423598667998 -0.037915229435036772 0.09585611918595649 -0.058675980129528529 -0.10004247479072644 -0.018012224465861128 0.03474363826923773 0.031124113135328754 0.0087447361464985784 0.046923607136869355 -0.054758147071163034 0.032762039472413289 -0.062245272462262968 0.034056444259179496 -0.012484428127809952 0.017599278423079144 -0.028200138286133797 -0.10004330244974802 0.091798205190765036 -0.020860433677676923 0.00035145675059816911 0.060733420338617422 -0.035093268735015781 0.030884721022393757 -0.043301782288843446 0.0011723405910647629 -0.074693892706110807 0.05065200203587697
leaf_weight=0.001976636842161557 0.0011982217664607865 0.0023404788454360146 0.0020463813847300056 0.0025558871212958412 0.0016637039861961966 0.0010534829377359034 0.0015456102923385546 0.0026827701072049299 0.0030410887177723103 0.0020667902142577077 0.0011250619999316064 0.0010896814525585968 0.0015268804455655606 0.0030754514392308261 0.0026751865122923895 0.0016446843051480808 0.0018588369814765966 0.0019722382239795166 0.0011400717275146803 0.0011314945989488734 0.0013016175522822891 0.0015263290996612349 0.0064660688119672349 0.0010094763904058869 0.0013324608566429507 0.0013738498879477543 0.0032673170791510655 0.24138959910617103 0.0030628960875928295 0.0038080849545704121
leaf_count=28 65 21 14 20 14 26 22 22 28 23 36 41 16 37 39 25 27 25 18 35 15 80 65 29 49 22 29 1965 45 19
internal_value=-0.000103157 -0.0189953 0.000169043 0.0150455 0.0016557 0.0279785 -0.000262379 -0.0220204 0.000218402 0.00336965 -0.023858 -0.000154115 -0.0109262 -0.00633831 -0.0167839 -0.00302153 -0.0100464 -0.0219323 -0.0408084 -0.0639861 0.000499114 0.0309929 0.000171111 -0.0297543 0.00621218 0.000579568 -0.000180007 0.000393132 -0.0420012 0.0189952
internal_weight=0.303948 0.00431712 0.299631 0.00844452 0.00639814 0.00384225 0.291187 0.00629517 0.284892 0.00474956 0.00217854 0.28185 0.0161145 0.0145876 0.0115122 0.00883701 0.00774733 0.00610264 0.0041304 0.00227157 0.265736 0.00282795 0.262908 0.00354016 0.00234194 0.259368 0.249094 0.245826 0.00443675 0.0102742
internal_count=2900 49 2851 110 96 76 2741 67 2674 45 62 2646 263 247 210 171 130 105 80 53 2383 95 2288 143 78 2145 2061 2032 67 84
is_linear=0
shrinkage=0.1


Tree=931
num_leaves=31
num_cat=0
split_feature=1 3 3 4 4 0 3 0 0 0 2 2 2 2 1 2 3 3 2 3 3 3 2 1 3 4 0 1 1 4
split_gain=0.000193117 0.00015845 0.00113476 0.000696523 0.00130807 0.00164492 0.00135634 0.000774237 0.000637281 0.00119227 0.000844051 0.00239384 0.0023442 0.00208225 0.00304563 0.00107416 0.00129992 0.000924159 0.000940328 0.000954512 0.00078508 0.000776435 0.000694039 0.000536708 0.000909124 0.000509706 0.000987006 0.00150129 0.00178959 0.00145443
threshold=90.740838818900016 0.090390000000000012 0.090720000000000023 43.57842012870001 42.178283198950005 89.057864029250013 0.10236000000000002 86.780739992750014 97.483491810050012 97.738895332450014 -0.053019999999999991 -0.036264999999999999 -0.071129999999999985 -0.083330000000000001 61.966271448700006 -0.0039949999999999994 0.095290000000000027 0.10133000000000002 -0.11131999999999999 0.097615000000000021 0.10017000000000002 0.09254500000000003 -0.10965999999999999 62.132955852800002 0.092290000000000025 39.852039223600009 93.679323555450011 66.318885161900013 64.434276012450013 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 25 -3 4 8 6 -6 -8 10 -10 12 -12 13 17 -15 -13 -17 18 19 -4 -14 -20 -19 -5 -25 26 27 28 29 -1
right_child=-2 2 3 23 5 -7 7 -9 9 -11 11 15 20 14 -16 16 -18 22 21 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.026676574480278683 -0.029710689051601066 0.039395139165539876 -0.017982342057293429 0.072106568818743902 -0.08408433675994853 0.008988652036189395 -0.045297537951128571 0.038122210086377874 -0.10005241785869962 -0.0060152160759061055 -0.090455889076704266 0.035308802214547789 0.026940403152553073 0.021957451655386401 -0.086341040777070416 -0.080343178175550131 0.0032645021570241461 0.015893040724667004 0.077777507788517386 0.043683368169677821 0.077460647112028658 0.022887038536678356 -0.029218137723079601 0.070068743799105049 -0.036520386159802534 0.0010122910217624226 -0.034710459417913571 0.035450113100347749 -0.066093835038803742 -0.048291534557754895
leaf_weight=0.0085117637838459034 0.0021862898569647285 0.0079576354701673541 0.006289270164239677 0.0022830396588062732 0.0057966153714740232 0.0077401775217191817 0.0027396192587079149 0.0018734043951553758 0.001515759472937364 0.012200927291477119 0.0031618351412874271 0.0067567198827624955 0.0062308778369697393 0.0048125370594789309 0.005640031093588755 0.0024057034205053904 0.0081924235335777418 0.0071167737669652897 0.0049430573271820287 0.0041773351881602139 0.0060749990934709786 0.0053836662115003264 0.0065487652395130706 0.0013950551391417321 0.001876614967075696 0.13903994930264918 0.012771134711130623 0.0079303950056004713 0.005211984094861676 0.0037183594231500203
leaf_count=123 329 23 42 12 44 65 50 7 14 234 23 31 18 10 41 31 57 39 7 12 28 35 37 9 40 1191 255 44 30 19
internal_value=-9.77992e-05 0.000117796 0.00287349 0.000349717 -0.00140114 -0.0259237 -0.0518831 -0.0114198 0.00346575 -0.0164068 0.00697239 -0.0104292 0.0132122 0.00261689 -0.0364786 0.00415066 -0.0157139 0.0144759 0.0277521 0.00662911 0.0518806 0.0491613 -0.00572502 0.034896 0.00892971 -0.00179695 -0.0120371 -0.000624582 -0.0170266 0.00388381
internal_weight=0.302483 0.300296 0.123113 0.115155 0.1096 0.0181498 0.0104096 0.00461302 0.0914507 0.0137167 0.077734 0.0205167 0.0572173 0.0449114 0.0104526 0.0173548 0.0105981 0.0344589 0.0207933 0.0104666 0.0123059 0.0103267 0.0136655 0.00555471 0.00327167 0.177184 0.0381436 0.0253725 0.0174421 0.0122301
internal_count=2900 2571 909 886 825 166 101 57 659 248 411 142 269 223 51 119 88 172 96 54 46 42 76 61 49 1662 471 216 172 142
is_linear=0
shrinkage=0.1


Tree=932
num_leaves=31
num_cat=0
split_feature=2 0 4 0 3 0 0 1 3 3 1 1 0 2 0 0 1 1 2 3 3 3 2 2 3 4 0 3 2 0
split_gain=0.000150107 0.000758636 0.00177003 0.00137336 0.00111156 0.00106516 0.00145716 0.00099655 0.000917822 0.0013599 0.000892942 0.00122128 0.0011145 0.000563653 0.00100433 0.000781436 0.0020473 0.00165976 0.000685029 0.000764565 0.000711342 0.00149903 0.00114749 0.00159432 0.00111004 0.000923175 0.00139579 0.000592136 0.000494627 0.00284793
threshold=-0.068524999999999989 85.968825637350008 39.468990633150007 85.807518149550006 0.10500500000000003 86.036037090600004 86.103248543850015 61.960894532450006 0.10211000000000002 0.084535000000000013 61.998532946250002 62.079186690200011 86.388225105700016 0.090855000000000033 88.232507383150008 86.780739992750014 62.106071271500007 62.305017173150013 -0.058529999999999992 0.11048000000000002 0.076080000000000023 0.084795000000000023 -0.053019999999999991 -0.011399999999999999 0.09495000000000002 38.386256906100009 96.943111725850017 0.11747500000000002 -0.075840000000000005 85.807518149550006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=28 2 -2 4 8 -3 -7 -8 9 -4 -9 -12 -13 15 -15 -14 -17 -18 -19 20 25 -22 -23 24 -24 -20 -27 -16 -1 -30
right_child=1 5 3 -5 -6 6 7 10 -10 -11 11 12 13 14 27 16 17 18 19 -21 21 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00011586159088453951 0.034914174946573298 0.079532716295323269 0.024562710274495862 -0.10008380148879098 -0.10003396894205552 -0.10006798289806151 0.053193159055678452 -0.058337974622141409 0.055167643916624182 -0.087145866962449289 0.048628254876328825 -0.079173122400812687 0.059722699192076824 -0.10004707852237547 -0.010320365111312541 -0.10014304824605243 0.085621695802308551 -0.041504042010399596 0.03075896051450008 -0.037500169945055069 0.072617026522471637 0.061079587022617614 -0.081979573196522007 0.042533939899711243 -0.00034245381830288546 -0.098221090367205666 0.011121311460658661 0.056459265262007952 0.047279524911396184 -0.043199348613856367
leaf_weight=0.19107593291107802 0.0045568056709870243 0.0019918027389707041 0.0023930427423376494 0.0027732607371039053 0.0013657004909695125 0.0012865460177238211 0.0044409665515559018 0.0022021581335991405 0.0020173829034320079 0.0020010168405886365 0.0062022947248578921 0.0016446523334252552 0.0030163336866735327 0.0011750160008858748 0.014720646664730681 0.0017080831457860759 0.002815286112308967 0.0028195765426337468 0.0033216717447967998 0.0030438506055507899 0.0050433373189121633 0.00326760178668306 0.0029834810881607396 0.0041189231103418425 0.0037705120827730143 0.0021219010204731603 0.0025955137271521508 0.0014594440452904795 0.0048361351769968799 0.012395351947477956
leaf_count=1747 38 6 98 27 18 7 22 13 9 49 33 11 9 6 339 2 12 34 26 29 60 17 30 81 28 14 33 23 13 66
internal_value=-9.98484e-05 0.00329186 -0.0171696 -0.039665 -0.0181201 0.00737261 0.00542396 0.0072967 -0.000671685 -0.0263084 0.00430062 0.00639607 0.00200307 0.00430566 -0.0107795 0.0107499 0.00682227 0.0119113 0.00563938 0.0100311 0.0153457 0.0258099 0.00911579 -0.00650071 -0.0364045 -0.00962532 -0.0380611 -0.00429684 -0.0015792 -0.0178058
internal_weight=0.299164 0.0908568 0.0151072 0.0105504 0.00777714 0.0757496 0.0737578 0.0724713 0.00641144 0.00439406 0.0680303 0.0658281 0.0596258 0.0579812 0.0173551 0.0406261 0.0376097 0.0359017 0.0330864 0.0302668 0.0272229 0.0191839 0.0141405 0.0108729 0.00675399 0.00803909 0.00471741 0.0161801 0.208307 0.0172315
internal_count=2900 1074 239 201 174 835 829 822 156 147 800 787 754 743 368 375 366 364 352 318 289 216 156 139 58 73 47 362 1826 79
is_linear=0
shrinkage=0.1


Tree=933
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 2 1 1 1 1 1 0 0 2 0 0 3 3 3 1 1 1 1 4 2 0 0 2 4 3
split_gain=0.00013953 0.000187617 0.000742442 0.000429862 0.000405751 0.000331255 0.000908844 0.000308435 0.000535171 0.000484603 0.00138635 0.000252611 0.000942801 0.00150698 0.000929626 0.00126335 0.00108048 0.00189297 0.00128264 0.000735789 0.00123518 0.000780658 0.000709979 0.000624418 0.00112336 0.00126311 0.00139127 0.000976262 0.000697695 0.00127956
threshold=-0.62958999999999998 -0.58350999999999986 -0.50001499999999999 64.321360770950022 66.697957758300021 -0.26138499999999998 62.305017173150013 63.910026677050006 69.64719632740001 75.645146416450004 78.285212300550015 87.568458224950021 86.866770652900016 -0.078219999999999998 90.837623311600012 90.437043050150024 0.087265000000000023 0.082055000000000017 0.10017000000000002 67.649671936450019 66.697957758300021 68.961639504150014 63.431481129800005 38.703421923500009 -0.033594999999999993 97.013011637200023 97.550703263350016 -0.024989999999999998 39.211875820650008 0.091385000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 3 -3 -5 6 -4 -2 -9 -10 -11 12 -7 -14 15 16 17 22 -18 20 -16 -21 -13 24 25 -23 -27 -26 29 -25
right_child=1 2 5 4 -6 11 -8 8 9 10 -12 14 13 -15 19 -17 18 -19 -20 21 -22 23 -24 28 27 26 -28 -29 -30 -31
leaf_value=-0.018151622698593568 0.057434430581175068 -0.10006151173068845 0.069139585437579101 0.018294444481529767 -0.059197608795544254 -0.00032453055168776422 -0.017137305281556631 -0.055317648485693774 0.052038073340914384 -0.10003777781561729 0.045641010753378175 0.060414720554789497 -0.060638436216698816 0.0040289604011688879 -0.00076258039703946793 0.062274132523896866 0.036498157506840476 -0.051809978065110909 -0.010909667770531213 0.035638713966010697 -0.089864501076400816 -0.0679328945151947 -0.0057499807888294254 -0.015798574571820167 0.096892371203039562 0.059138184694549623 -0.075748594385434131 -0.0053645084105350006 -0.001485037670196761 0.072860833945231351
leaf_weight=0.0042216144717633899 0.0014288556121755521 0.0010153786145142177 0.0024500423636045553 0.0012431229617062556 0.0014802725143858819 0.11718023664310581 0.0024338375583630926 0.0011630234903350356 0.0024574659274705373 0.0010437714086495575 0.0017459900290720119 0.0029290460429649339 0.0070147358977215579 0.0074105298949689313 0.0040633360945836602 0.0049868478405307995 0.017196357633700643 0.0066902666063587213 0.0085416418214663281 0.0056791535202052037 0.0025211138757127161 0.0064709763691011878 0.0036337622144674009 0.0029709514870490108 0.0010576257237577833 0.0020331881169113326 0.0012256062338159182 0.0079644328991420946 0.062080231797788842 0.0036007427021171115
leaf_count=49 6 12 19 15 69 828 41 9 22 17 67 16 31 25 39 32 45 35 34 40 41 76 35 29 11 8 142 156 928 23
internal_value=-0.000101762 0.000159453 -0.000261981 -0.0445297 -0.0238255 0.000328832 0.0261443 0.0154206 0.00605565 0.0196588 -0.00886378 -0.000129221 -0.0032942 -0.0274176 0.00277048 0.0148811 0.0088197 -0.0143785 0.020765 -0.00257331 -0.0348787 -0.000288108 0.02378 -0.00262249 -0.018795 -0.0423639 0.00840836 0.00662272 0.00179492 0.0327794
internal_weight=0.295934 0.291713 0.283873 0.00373877 0.0027234 0.280135 0.00488388 0.00783911 0.00641025 0.00524723 0.00278976 0.275251 0.131606 0.0144253 0.143645 0.0439779 0.0389911 0.0132531 0.025738 0.0996674 0.00658445 0.0930829 0.00656281 0.0874038 0.0187518 0.00972977 0.00325879 0.00902206 0.0686519 0.00657169
internal_count=2900 2851 2730 96 84 2634 60 121 115 106 84 2574 884 56 1690 197 165 86 79 1493 80 1413 51 1373 393 226 150 167 980 52
is_linear=0
shrinkage=0.1


Tree=934
num_leaves=31
num_cat=0
split_feature=1 0 1 3 1 1 0 1 0 2 2 2 3 2 2 4 2 1 0 1 1 4 0 0 3 3 1 4 2 2
split_gain=0.000149894 0.000156591 0.00057686 0.000771354 0.00103909 0.00074121 0.000814766 0.000700637 0.000563238 0.0003528 0.00104544 0.000684604 0.000658491 0.00157425 0.000612778 0.000327838 0.000883925 0.00109101 0.000887468 0.00154085 0.000745894 0.00109997 0.000692569 0.00143251 0.000658443 0.000972011 0.000595938 0.0019678 0.0016732 0.00212033
threshold=90.740838818900016 85.716110573100011 61.993156030000002 0.10332500000000001 64.071334164850015 61.971648364950006 85.447264760050004 61.907125369850007 85.775256651950016 -0.10965999999999999 -0.098345000000000002 -0.11911999999999999 0.085765000000000022 -0.074434999999999987 -0.01762 43.162556114600001 -0.22089 66.499011856650014 96.249489528150022 80.468240302450013 62.197478847950002 43.673409002000007 91.410264893400026 95.502098167950024 -0.24523500000000001 0.091705000000000023 62.095317438950012 39.749124837650008 -0.11808 -0.068524999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -3 11 -11 -1 14 -14 -12 26 17 -17 20 -20 -18 -22 -23 -24 -19 -26 27 -10 -29 -30
right_child=-2 8 3 -5 -6 -7 -8 -9 15 10 12 -13 13 -15 -16 16 18 24 19 -21 21 22 23 -25 25 -27 -28 28 29 -31
leaf_value=0.00016836284228699463 -0.026419620318971472 0.027296700507876265 -0.089715721983163535 0.029745574049946946 0.0012112754032614012 0.044826441689243379 -0.036252952640278009 0.055341045944090686 0.037163858361327705 -0.10004913356936873 -0.094415352015978921 0.068860685254215806 0.075076933245311353 -0.026888154526657909 0.0059758322905943649 -0.096370404338756335 0.0099153091468544702 0.053360615154987204 -0.059730008981409594 0.021018650983504365 0.084127555777260332 0.05863537194154899 -0.10001721726023419 0.045460204935574351 -0.074400034469291693 0.046085709832686762 0.0016927882418411669 0.033871106480180387 -0.052026599696759129 -0.0035821913982549964
leaf_weight=0.013940409916032426 0.0021473386522447005 0.0079338855130117736 0.0029540827785310662 0.0015351460726362731 0.0021874522873914946 0.0032834590342716288 0.0066843830521128569 0.0023112526052918537 0.0072178286689280049 0.0013091621242438132 0.0013256493608875273 0.00161939080430784 0.0024724338318264927 0.0039066768265050254 0.0011231449617345448 0.0016156218031255724 0.010504339864391816 0.0015047356607623685 0.0036848412125259911 0.0065883642974249312 0.0045362025959356789 0.0021262213180500908 0.0011905308082897914 0.0015688162259266392 0.0017562976640639926 0.0010821302273171796 0.15403888655683518 0.0051556332742137547 0.017503681841787962 0.018673168783687525
leaf_count=191 329 25 79 22 60 13 36 19 28 9 9 8 11 41 82 15 32 21 90 113 27 32 76 10 81 17 1237 19 72 96
internal_value=-9.59415e-05 9.80828e-05 -0.00535112 -0.0324584 -0.0510311 -0.0005853 -0.00488328 0.00260337 0.00108446 -0.00214001 -0.0166568 0.00731754 -0.00428986 0.0126318 -0.0483707 0.000213395 0.00898473 -0.0262138 0.0159299 -0.00794465 0.0282388 0.0486678 0.0157437 -0.0173066 -0.000116101 -0.0284657 -0.00135211 -0.0110129 -0.0194259 -0.0270214
internal_weight=0.293481 0.291334 0.0446526 0.00667668 0.00514154 0.037976 0.0346925 0.0280081 0.246681 0.0256969 0.0101371 0.0155598 0.0088279 0.00637911 0.00244879 0.238747 0.0361581 0.00595879 0.0301993 0.0102732 0.0199261 0.00942177 0.00488557 0.00275935 0.00434316 0.00283843 0.202589 0.0485503 0.0413325 0.0361769
internal_count=2900 2571 580 161 139 419 406 370 1991 351 152 199 143 52 91 1966 514 134 380 203 177 145 118 86 119 98 1452 215 187 168
is_linear=0
shrinkage=0.1


Tree=935
num_leaves=31
num_cat=0
split_feature=2 2 3 4 2 3 0 0 3 4 4 0 3 4 2 3 3 4 2 0 3 0 1 2 3 4 3 4 2 3
split_gain=0.000144476 0.00123082 0.00176018 0.001592 0.00107956 0.00081941 0.0012009 0.00169758 0.00164424 0.00160596 0.00167473 0.00133454 0.00110883 0.000917858 0.00175716 0.00173587 0.00110132 0.00126128 0.00111537 0.00131595 0.000972159 0.00165427 0.000878974 0.000879618 0.000870437 0.000696965 0.000696447 0.000680122 0.000625769 0.00060219
threshold=-0.088099999999999998 -0.092289999999999997 0.082775000000000029 41.468518788800004 -0.087910000000000002 0.083565000000000014 85.737618238150006 85.807518149550006 0.085715000000000027 36.514114975300011 38.238138001450004 83.992808911450012 0.081815000000000013 41.24714903835001 -0.117115 0.087605000000000016 0.099425000000000027 40.259171735100004 -0.11131999999999999 87.735142629050017 0.088165000000000021 88.232507383150008 65.848404989100018 -0.11808 0.10500500000000003 43.147345722250009 0.09117500000000002 41.134354310300004 -0.11808 0.099010000000000029
decision_type=2 2 2 2 2 2 2 2 2 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 12 11 -8 27 22 -11 24 -1 16 20 -16 18 -18 19 -12 -15 -22 -10 -24 -7 -5 -21 -9 -14 -23
right_child=4 2 3 25 -6 6 7 8 9 10 13 -13 28 14 15 -17 17 -19 -20 26 21 29 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0053244765694307446 0.074796900326949675 0.040629736370166231 0.0032760486366405963 -0.10008948615523623 0.00095238940339195362 -0.029231701440456101 0.1000165684479967 0.014660206965920398 0.10001130587077732 -0.069799988276167596 0.060246549461289191 -0.069401556422758637 -0.016425879877558079 0.041564765470188378 -0.0043108936790161659 -0.10005137312656182 -0.059904332802752848 0.029442577132828954 0.06807357129938528 -0.050446060989337127 -0.0780022389178886 -0.01205920775210215 -0.046696768716490367 0.067488483841891253 0.068354640452960677 -0.037486098047073577 0.015752784475430021 0.071131042785068391 -0.1000623058065076 0.047324492456909499
leaf_weight=0.036289467444259586 0.0020040574139308367 0.002801348731342297 0.003968906733110877 0.004469917141510571 0.16326512416160505 0.002085834264371463 0.0021098301222082219 0.0035510709507211927 0.0023680275553488099 0.0035397943016116295 0.0035259647993370917 0.0040644324535685783 0.0015967471195830517 0.0053604995197584692 0.0038293634496705036 0.0037465780716772201 0.0034104899185679318 0.0029437261165945472 0.0053022467075242762 0.0030453886887514079 0.0026977157839951369 0.0038438237313440319 0.0012136875397598919 0.0015189942198782316 0.0016269835289688395 0.0029533052911574487 0.0033237018517794084 0.0053397537400807771 0.0020343423821488921 0.003072740231776872
leaf_count=730 11 23 27 35 1429 40 5 20 9 51 10 39 27 18 14 45 31 19 19 22 13 49 43 24 10 17 38 31 17 34
internal_value=-9.5211e-05 -0.00265123 -0.0303857 -0.0478486 0.00184783 0.000881117 0.00728746 0.0118137 0.00879431 0.00208831 -0.0036213 -0.0298098 -0.0105963 0.00169043 -0.0124127 -0.051658 0.0164475 -0.0185125 0.0310647 0.0112336 0.00744201 -0.0115833 0.0554176 0.0167745 0.0135313 -0.0751829 -0.0159003 0.0485761 -0.0632838 0.0143225
internal_weight=0.290904 0.125635 0.0141935 0.0113921 0.165269 0.111441 0.0715206 0.0637434 0.0616336 0.0527427 0.047642 0.00777725 0.0399206 0.0441022 0.0225507 0.00757594 0.0215515 0.00635422 0.0151973 0.00989506 0.0149748 0.00961428 0.00510071 0.00273268 0.00371282 0.00742322 0.00636909 0.00889082 0.00363109 0.00691656
internal_count=2900 1460 102 79 1440 1358 584 495 490 439 363 89 774 312 173 59 139 50 89 70 114 96 76 67 50 52 60 51 44 83
is_linear=0
shrinkage=0.1


Tree=936
num_leaves=31
num_cat=0
split_feature=1 4 4 2 4 1 0 4 4 4 0 1 4 4 4 1 1 1 1 2 0 4 2 1 1 2 1 2 1 2
split_gain=0.000146134 0.000159335 0.000524987 0.000455035 0.000451636 0.000692588 0.000410373 0.00050551 0.000390275 0.00032955 0.000821021 0.000615437 0.000814097 0.000524834 0.000629313 0.000510397 0.000461432 0.000312482 0.000269344 0.000296631 0.000965082 0.000963563 0.000958358 0.00068165 0.00147961 0.00112466 0.00185393 0.00160871 0.00158819 0.00144844
threshold=90.740838818900016 48.680511450650009 48.988717865950008 -0.23361999999999997 49.700765821350011 87.184008712350007 75.994645973400011 41.24714903835001 45.027406014450008 44.527357125550004 97.32487278035002 83.715897724050009 44.086690780350004 44.758188263300006 45.90502654165001 85.371987932400017 67.649671936450019 57.960468834350003 82.204984254750016 -0.079824999999999993 101.06989495610001 41.986601436450009 -0.077279999999999988 62.197478847950002 62.116825104000007 -0.12835499999999997 62.057679025150001 -0.14380499999999999 62.084563606450011 -0.26820499999999997
decision_type=2 2 2 2 2 2 2 2 2 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 -6 7 -1 -9 11 13 12 17 -11 -15 -13 -16 -8 19 20 23 -22 -21 24 25 27 -27 28 29 -19
right_child=-2 2 3 4 5 -7 9 8 -10 10 -12 15 -14 14 16 -17 -18 18 -20 22 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.086611480570468302 -0.026318329748648808 0.036462134760661367 -0.035037393779212202 0.041166069384059749 -0.076815159510340805 0.026162888103525486 0.034374028195937469 0.036254311945520472 -0.046380949154954866 -0.10005063198485174 0.018858544111704095 -0.10001391296066986 0.046749325496889808 0.018248885935249606 -0.024430319101969515 -0.01275786397356672 -0.10004069580163098 0.026328991787470193 0.029591609179785889 0.034416401649147353 -0.084849549838962673 0.016211893643128916 0.00082764394418161134 0.0046172363597741265 -0.052793663750923474 -0.0033151637351076946 -0.065487049900300437 0.067124555395414162 0.050308674727889108 -0.085168592747044802
leaf_weight=0.0012134953472414294 0.0021092121576582459 0.0049910901691703211 0.0030880248408397546 0.0027890927566406312 0.0011100740965290234 0.0015865541178676779 0.0027012774375095852 0.001097474136790573 0.0011926030512159087 0.0011490611027176849 0.0039677593833636095 0.0010703822574068833 0.0038723535765732833 0.0020477061626393289 0.0022541684538368578 0.0017938540918886173 0.001257339301938401 0.0019173980485547313 0.0030746434566110139 0.0092651058821672239 0.0027764769939466185 0.0014289905071475095 0.10213583030051565 0.072359134371091274 0.0070762461741180607 0.031755697437927541 0.0056495704485666201 0.0048366782721132049 0.0030749813886359334 0.0029696070257592124
leaf_count=82 329 29 34 23 90 34 23 110 23 25 59 68 36 48 31 121 44 20 56 23 66 18 758 504 26 141 31 11 7 30
internal_value=-9.32206e-05 0.000100523 0.0106779 -0.00433207 0.0129526 -0.0162283 -0.000427098 -0.0344301 -0.00677964 1.67056e-05 -0.0171997 0.00072979 0.00124777 -0.0385272 -0.0258106 -0.045366 -0.0515036 0.000545842 0.000177853 -0.000190907 -0.00336377 -0.0505095 0.00362119 -0.00183437 -0.00998436 -0.00395039 -0.0127054 0.0216369 -0.00599547 -0.0414229
internal_weight=0.287612 0.285503 0.0135648 0.00857375 0.00548572 0.00269663 0.271938 0.00350357 0.00229008 0.268434 0.010676 0.257758 0.254894 0.00670828 0.00555921 0.00286424 0.00351151 0.251022 0.24832 0.245246 0.133845 0.00420547 0.111401 0.129639 0.0572802 0.0502039 0.0374053 0.0127987 0.00796199 0.00488701
internal_count=2900 2571 210 181 147 124 2361 215 133 2146 207 1939 1750 148 123 189 75 1714 1691 1635 854 84 781 770 266 240 172 68 57 50
is_linear=0
shrinkage=0.1


Tree=937
num_leaves=31
num_cat=0
split_feature=2 4 2 2 4 1 0 1 3 4 1 3 1 0 0 4 3 2 2 1 4 3 3 4 4 4 3 2 2 0
split_gain=0.000144879 0.000194481 0.000168174 0.000699686 0.000249269 0.00090451 0.000144468 0.00110188 0.000777284 0.000336001 0.000325203 0.000565573 0.000498868 0.000509075 0.0017662 0.00108586 0.000674327 0.00048704 0.000800636 0.000665366 0.000554902 0.000616138 0.000938602 0.000808027 0.000585619 0.000469294 0.000454148 0.000408022 0.00040196 0.0011864
threshold=-0.62958999999999998 40.580626202750004 -0.58350999999999986 -0.5422499999999999 39.852039223600009 75.645146416450004 85.613949164150014 61.917879202350001 -0.17732499999999998 43.740100730350001 61.917879202350001 -0.52484999999999993 61.93938686740001 85.807518149550006 85.968825637350008 42.448133449100006 0.087530000000000011 -0.16297999999999999 -0.15009499999999998 86.858705278550005 38.938637541200009 0.098200000000000023 0.088500000000000023 44.215931556700006 35.818873074050011 40.21994457600001 0.095845000000000027 -0.22866 -0.096499999999999989 97.671683879200017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -2 -6 7 -5 -9 -10 26 -12 -13 15 25 -14 -17 20 19 -19 24 22 23 -22 -16 -15 -8 -25 29 -20
right_child=2 -3 3 6 5 -7 10 8 9 -11 11 12 13 14 17 16 -18 18 28 -21 21 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.00533115725942336 -0.014414548648855115 -0.038619391382156004 -0.060959005571732387 0.0016985627534918763 0.056720703346089821 -0.030186281921622166 -0.033906628318883178 0.0077706598928310279 -0.10004692930729364 -0.031699454518798895 -0.063401808100976606 0.027733495353636631 0.037967421563593222 -0.019216637871623407 0.01576597114419067 -0.049638436857519265 0.017288686291943495 -0.071675156998934716 0.016152637658643287 0.006159103640760979 0.041742220943357743 -0.021638962060085552 0.080764273297192948 -0.063001924444202023 -0.073944937802808683 -0.084360346783411366 0.0066690359874863325 0.0078374872006102929 -0.0014075774590444606 -0.048057560378724315
leaf_weight=0.0018310476514051916 0.0020590328612970039 0.0022366440845394304 0.0018839730573850235 0.027298126823795826 0.0034550904843939634 0.0018328776238566331 0.0061289336533541516 0.0015714409994078693 0.0022082492737700602 0.0010667339376811552 0.0013207337367759356 0.0074179922397448186 0.010355228297535213 0.0017542262411893708 0.0017411757718222988 0.0029450469265742676 0.0030797644868858498 0.0028071227047567491 0.032518037880853938 0.0018041875566696935 0.0054130363678299032 0.0023136174417642272 0.0032354134396973327 0.0013564385695819534 0.0012500699159066124 0.0029920308248512217 0.0050160343573679711 0.0020297776868085085 0.14144391746221213 0.0031569213346526242
leaf_count=28 45 21 60 359 23 53 28 22 114 13 27 27 35 8 32 24 17 99 150 94 53 18 23 67 43 40 21 25 1214 117
internal_value=-9.77626e-05 -0.0188353 0.000173039 -0.000227153 0.0151038 0.0265976 0.000193152 -0.00610258 -0.0500436 -0.0777847 0.00103609 0.00184815 0.00222676 0.00136748 4.39515e-06 0.0183283 -0.0154266 0.00144178 -8.60831e-05 -0.0412223 0.0174548 0.0256228 0.0347087 0.0177745 -0.0217251 -0.0602831 -0.0156447 -0.0205391 0.000984903 0.0104706
internal_weight=0.285523 0.00406769 0.281455 0.274108 0.007347 0.00528797 0.272224 0.0321446 0.00484642 0.00327498 0.24008 0.228935 0.227614 0.220196 0.203816 0.01638 0.00602481 0.19907 0.18173 0.00461131 0.0173395 0.0143483 0.0120347 0.00879925 0.00299125 0.00474626 0.011145 0.00338622 0.177119 0.035675
internal_count=2900 49 2851 2730 121 76 2670 508 149 127 2162 2113 2086 2059 1983 76 41 1935 1674 193 261 186 168 145 75 48 49 92 1481 267
is_linear=0
shrinkage=0.1


Tree=938
num_leaves=31
num_cat=0
split_feature=2 2 3 4 2 0 3 0 0 3 4 4 0 4 3 4 1 4 2 3 4 0 3 3 3 0 2 4 4 2
split_gain=0.000148615 0.00101421 0.00142419 0.00146631 0.000837131 0.000821351 0.000604788 0.00101766 0.00152036 0.00138742 0.00142051 0.0014209 0.00119465 0.001248 0.000977036 0.000887906 0.000827415 0.000754059 0.00143234 0.0016329 0.000941444 0.00168522 0.00121902 0.00136526 0.000791035 0.00140652 0.000716041 0.000678516 0.00060375 0.000570665
threshold=-0.088099999999999998 -0.092289999999999997 0.082975000000000021 41.468518788800004 -0.085734999999999992 89.057864029250013 0.083565000000000014 85.737618238150006 85.807518149550006 0.085715000000000027 36.514114975300011 38.238138001450004 85.328972602300013 41.532441862050007 0.081815000000000013 35.337501601400007 65.848404989100018 41.24714903835001 -0.117115 0.087605000000000016 40.259171735100004 90.337570099350003 0.094625000000000029 0.098005000000000023 0.088165000000000021 88.232507383150008 -0.11808 40.660558922250004 41.134354310300004 -0.11808
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 -4 -2 -5 14 12 -9 28 16 -12 13 15 -1 -8 -11 20 24 -20 21 -13 -23 -24 -19 -26 -18 -22 -10 -16
right_child=4 2 3 5 -6 -7 7 8 9 10 11 17 -14 -15 29 -17 26 18 19 -21 27 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0045753943663610335 0.026301737859993408 0.035003636268681498 0.0042552827880368502 -0.10007024150973197 -0.00022849286492649304 -0.029240133028229254 0.0094534414413707246 0.10001435623483086 0.013059667019206737 0.10001010959420176 -0.066580393035972948 -0.051282549461006667 -0.10003245818637517 0.044562518955198277 -0.017052393550941802 -0.10004688352407394 -0.041893866128961732 0.038035536017938125 -0.0037434334659726442 -0.10004549962636589 0.073567049694629807 0.054575874168827948 0.038695321115622038 -0.10004467868375247 -0.076048290126265003 0.012399884239436339 0.063328061432425184 0.015212808726573171 0.0675078398580609 -0.10005217215545013
leaf_weight=0.035379342960258554 0.01290956769020507 0.0028010735919536895 0.0038671861164407198 0.0042309118971317616 0.15111964049478072 0.0026705433149381008 0.0013596186985684877 0.0018407526949886224 0.0034458970813163251 0.0021149344393052195 0.0033685460746684858 0.0045297929718799432 0.001785679918421712 0.0026012694562496108 0.001555529115698711 0.0016262690957032635 0.0011781406787054107 0.0050065518961126551 0.003743076463088693 0.0033245596526327859 0.0035948510689803887 0.0050730479369208003 0.0014931120077776808 0.0013510657730712999 0.0024605375081137044 0.006676262850558062 0.0014338228859939088 0.0044705367947813438 0.0049793060389751176 0.0017720622679123178
leaf_count=730 66 25 26 26 1374 25 18 5 20 9 51 16 23 22 27 26 43 18 14 45 20 31 16 25 13 83 24 31 31 17
internal_value=-9.57331e-05 -0.00277431 -0.0285173 -0.04504 0.00185951 -0.0726623 0.000516103 0.0062334 0.0105359 0.00770801 0.00136095 -0.00410623 -0.0288297 -0.00607303 -0.00944788 -0.0501861 0.0535148 0.00093763 -0.0122826 -0.0490432 0.0146081 -0.00263708 0.0251951 -0.0272101 0.00608711 -0.0114192 0.0158671 0.0412221 0.0452386 -0.0612528
internal_weight=0.283763 0.119734 0.0135697 0.0107686 0.164029 0.00690146 0.106165 0.0674576 0.0600848 0.058244 0.0498188 0.0450919 0.00737284 0.00558716 0.0387069 0.00298589 0.0047269 0.0417234 0.021211 0.00706764 0.0205124 0.012447 0.00791723 0.00284418 0.0141434 0.0091368 0.00261196 0.00806539 0.0084252 0.00332759
internal_count=2900 1460 102 77 1440 51 1358 584 495 490 439 363 89 66 774 44 76 312 173 59 139 88 72 41 114 96 67 51 51 44
is_linear=0
shrinkage=0.1


Tree=939
num_leaves=31
num_cat=0
split_feature=1 0 4 2 2 1 2 2 2 0 4 1 1 1 0 2 3 0 0 1 2 2 0 1 0 2 0 0 2 0
split_gain=0.000168988 0.000614023 0.00118688 0.000844249 0.00245515 0.00101764 0.00282876 0.00166716 0.000970999 0.0010358 0.000919065 0.000916941 0.000902253 0.000804977 0.00079458 0.00120991 0.000523447 0.000560829 0.000721233 0.000539815 0.00052158 0.00115974 0.000505731 0.000488943 0.000819826 0.000851146 0.000758209 0.000675417 0.0004802 0.00124873
threshold=68.961639504150014 93.262612545250008 34.394321486900004 -0.060760000000000002 -0.069554999999999992 70.865067860500019 -0.10098 -0.079824999999999993 -0.042409999999999996 96.811377277450006 39.468990633150007 69.873026810350026 70.133807249000014 72.187789260650007 95.141844778450022 -0.15605499999999997 0.070195000000000021 98.851916998450022 101.06989495610001 81.524804347700012 0.68694500000000025 0.049615000000000013 96.249489528150022 68.214248143850014 91.625341543800019 -0.053019999999999991 90.337570099350003 90.662873533100012 -0.08459499999999999 100.87363751255002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 2 -2 4 5 6 10 14 9 -5 -3 -10 -13 -9 15 -7 20 22 -19 -20 21 -14 -18 24 26 -26 -1 -28 -16 -30
right_child=1 3 -4 8 -6 7 -8 13 11 -11 -12 12 16 -15 28 -17 17 18 19 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.00011374799476193318 0.046112950673805164 -0.03775464738009579 -0.07506466526677108 0.087411912087706725 -0.10005767079934505 0.013514373003771802 -0.10003703706094157 0.081198484516449884 0.067810344772418679 0.0048654547330944549 0.035817667504266563 -0.084021419603478892 0.00065690914556391618 0.016817545593942777 0.0024860958439684141 -0.10006283073287976 0.0012446518774446506 -0.049173494259692446 0.037685534650475992 -0.030333420915955818 0.037478535141060497 -0.10002047616306038 0.063295804299850725 0.030896229151230737 -0.1000311142816398 -0.0044885178862433947 0.059514564124985049 0.0070388913867586184 0.017031677245710607 -0.10003196047057282
leaf_weight=0.167905225104162 0.0011157922672282404 0.0028437217835901585 0.0029328113469871712 0.0031609244595074406 0.0027966558764024379 0.0016857865338578137 0.0038895722797518406 0.0033602952974588988 0.0019759346810132574 0.0029284739949822503 0.0042140041843143905 0.0013035864702928271 0.0030816008291338903 0.004601574407837072 0.031310446083572828 0.002114227365370965 0.0022307549156277426 0.0024394785421684171 0.0037133174372157574 0.0017013550248163546 0.0011742254636835925 0.0018199051389477345 0.0031942343834572284 0.0055398528301822117 0.0016227074516064199 0.0021918860236213025 0.0041108243182677168 0.0060811381108575174 0.0020230562111293489 0.0016580324050761873
leaf_count=1075 8 18 78 19 35 27 49 11 11 28 39 14 25 42 700 62 33 30 46 163 16 93 45 34 40 34 30 41 14 40
internal_value=-0.000100613 -0.00357889 -0.0416682 -0.00185051 -0.00855327 -0.00411821 -0.031563 0.00230797 0.0122667 0.0477142 0.00617367 0.00273015 -0.00349462 0.0439894 -0.00624705 -0.049677 0.00192901 0.0130529 -0.00402682 0.0163132 -0.0223833 -0.0367241 0.0377804 0.00163006 0.000738807 -0.0451318 0.00172129 0.0282044 -0.00153064 -0.035696
internal_weight=0.280721 0.0932698 0.0040486 0.0892212 0.0604974 0.0577007 0.0109473 0.0467534 0.0287238 0.0060894 0.00705773 0.0226344 0.0206585 0.00796187 0.0387915 0.00380001 0.0193549 0.0132791 0.00785415 0.00541467 0.00607573 0.00490151 0.00542499 0.187452 0.181912 0.00381459 0.178097 0.010192 0.0349915 0.00368109
internal_count=2900 1646 86 1560 1037 1002 106 896 523 47 57 476 465 53 843 89 451 317 239 209 134 118 78 1254 1220 74 1146 71 754 54
is_linear=0
shrinkage=0.1


Tree=940
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 1 3 1 2 4 4 2 0 2 0 1 0 4 2 3 3 2 1 1 1 3 2 1 1 0
split_gain=0.000145607 0.00134928 0.000805507 0.00165538 0.000892235 0.00078218 0.00103574 0.000521803 0.000511721 0.000431535 0.000868216 0.000965578 0.00085911 0.00126441 0.000715078 0.000701957 0.000584621 0.000565416 0.00100458 0.000451061 0.00117226 0.00108219 0.00102067 0.00124317 0.00106607 0.000936155 0.00146839 0.000738265 0.000732485 0.00138288
threshold=66.697957758300021 66.318885161900013 92.031298721500022 90.259604813550013 67.649671936450019 65.630639880500027 0.098525000000000015 65.555363052850012 -0.13324 38.703421923500009 35.818873074050011 -0.053019999999999991 94.776214472700005 -0.099224999999999994 92.464140480550014 71.225321249950014 97.32487278035002 39.211875820650008 -0.071129999999999985 0.090865000000000015 0.090225000000000014 -0.59511499999999995 71.787208999250012 70.343506983200015 72.496961945650014 0.08494500000000002 -0.09715 74.292851976800009 70.865067860500019 95.238629271150003
decision_type=2 2 2 2 2 2 2 2 2 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 7 -7 -1 -5 10 15 12 -12 16 -11 -4 -14 18 -16 20 22 -21 23 -19 -24 26 -25 -26 -23 -30
right_child=2 -3 9 8 -6 6 -8 -9 -10 14 11 -13 13 -15 17 -17 -18 19 -20 21 -22 28 24 25 27 -27 -28 -29 29 -31
leaf_value=0.00048305834987780942 0.082995030649528859 0.0528641706242855 0.047760541332553141 -0.0186201267265436 -0.032354554451252439 -0.073859470155449233 0.010919153919131296 0.035393934835129919 -0.10003112381053314 0.065911654925771612 -0.10005123960309399 -0.0045697113523358339 0.077564440624574668 -0.10002710969087991 -0.010975926646634084 -0.027703189068200247 -0.0261067034793286 0.0068751134688559527 0.062956263762421208 0.033716737631378543 0.048406770917605785 -0.060937672314179694 0.067218775273090656 -0.10002698942683499 -0.082518700244025314 -0.10004842614454273 0.056051051611048952 0.0045255862429206288 0.091208591550528767 -0.023755866104081064
leaf_weight=0.16010356792789002 0.0013042381052343734 0.0049964152271968479 0.0034283664772596818 0.0010553746131005681 0.0013802125634297686 0.0032154710433651692 0.002611341322756644 0.0043990297272102899 0.0028763940202757715 0.0017464686217323047 0.0026149754035098452 0.0084967589676081014 0.0010275840774409636 0.001364375267683435 0.0035334298890522427 0.0019246051413975536 0.0011557351585802177 0.0049939536583363045 0.0038300128015460828 0.0038256176841571224 0.0052083574635211063 0.0042755807132550663 0.0026969713603363079 0.00112333785621202 0.001010274054241588 0.0029662864940842582 0.0013007701956588846 0.027430819942989459 0.0011563999476930037 0.010989494891865098
leaf_count=1052 8 34 24 16 45 35 9 11 52 11 33 95 11 54 36 189 82 56 30 31 18 37 21 32 32 43 16 568 17 202
internal_value=-0.000107849 0.00164374 -0.00309763 -0.0368475 0.0236879 0.00014125 -0.0358651 0.00141662 -0.0781786 -0.000774046 -0.0138404 -0.0264268 -0.0565623 -0.0245069 0.00266263 0.0206283 0.0226864 0.00117674 0.0274791 -0.00171489 0.00368682 -0.0141822 -0.00192262 -0.0290719 0.0071315 -0.0623752 -0.0162759 0.00143363 -0.0253409 -0.0128102
internal_weight=0.278042 0.175326 0.102716 0.00661622 0.00268445 0.170329 0.00582681 0.164503 0.00393177 0.0961002 0.0200124 0.0146594 0.00616267 0.00354769 0.0760878 0.00535297 0.00218332 0.0743413 0.00736344 0.0669779 0.0467308 0.0202471 0.0415224 0.0103843 0.0311381 0.00539039 0.00242411 0.0284411 0.0164215 0.0121459
internal_count=2900 1141 1759 121 53 1107 44 1063 68 1638 488 275 180 147 1150 213 93 1139 66 1073 786 287 768 147 621 91 48 600 256 219
is_linear=0
shrinkage=0.1


Tree=941
num_leaves=31
num_cat=0
split_feature=4 1 0 4 2 2 2 4 4 4 1 0 0 2 0 3 3 2 3 4 4 4 3 4 2 4 4 3 0 1
split_gain=0.000157744 0.000676308 0.000514288 0.000465638 0.000195635 0.000742145 0.000738034 0.000919278 0.000968444 0.000547515 0.000454478 0.00215102 0.000988814 0.00108343 0.000933105 0.000842904 0.000758404 0.00115151 0.0009259 0.000833297 0.00120631 0.000808621 0.00244962 0.00188398 0.00107223 0.00107179 0.00108539 0.00103043 0.000752478 0.00283663
threshold=33.96174662340001 68.579878449600017 94.230457472250009 34.542090938800008 -0.088099999999999998 -0.085734999999999992 -0.092289999999999997 41.468518788800004 42.737166331000005 42.428475018400007 62.00390986255001 85.939252597950016 86.345209775600011 -0.23771499999999998 85.737618238150006 0.078935000000000019 0.083565000000000014 -0.15895000000000001 0.084365000000000009 43.279086095950007 43.968221017800005 41.902916368500009 0.088565000000000019 41.24714903835001 -0.16717499999999999 39.091773401050006 36.514114975300011 0.094275000000000025 89.872466842800023 67.316303128300021
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 10 -8 -9 -6 11 14 13 -12 15 -5 17 -14 -18 21 -21 23 -23 25 -24 26 -20 -28 -19 -30
right_child=3 2 -4 4 5 -7 7 8 -10 -11 12 -13 16 -15 -16 -17 18 28 19 20 -22 22 24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.069898100193545032 0.044164605874391465 0.055342274579017338 -0.034036271166794883 0.0055002645897757061 0.047128585602448023 4.2449706066703754e-05 0.011833241676150446 -0.081575213434777513 -0.014246640768213865 0.0053563620899001081 -0.0289877438299408 -0.10004430687250712 0.0049977079724698144 0.052481230147201754 0.055714884383723087 -0.040012821934589327 0.063573075889439543 -0.1000640407869311 0.040959745632889941 -0.098061983988700988 0.0031254099401348519 0.075413008181108312 0.025134314755373307 -0.057689458206542532 -0.07108876883683847 0.027927087834695736 -0.0087914326821538612 -0.08757845521494162 0.075394245356501466 -0.070103132534484497
leaf_weight=0.001623525803774558 0.0023864162367918098 0.0013427142484943031 0.0012367693122066787 0.012029581731314021 0.0060234899653292817 0.1451052597663002 0.0043111350311770278 0.0039029466640236876 0.0047199181392354461 0.0065495988885757583 0.0021148600365282922 0.0025139142302279529 0.0099191989377429603 0.0071549416364942147 0.0024611193766759234 0.0061492283672045503 0.0026129075182210739 0.0019278863655927368 0.0026493882051921531 0.0019319761576548624 0.00301956424584926 0.0056603685673318688 0.0023321513206976778 0.0049303289956466037 0.0023002899484949628 0.014183398951912068 0.0053672418675598512 0.0024033008022858737 0.0018663020814528863 0.0047512532599581977
leaf_count=72 36 10 134 139 35 1277 26 32 39 27 31 22 264 57 8 58 13 9 40 20 46 22 23 37 27 100 39 48 14 195
internal_value=-0.000110936 -0.0193356 0.0124885 0.000186918 -0.000203384 0.00206192 -0.00341514 -0.0258707 -0.0447214 0.0253685 -0.000459879 -0.0127091 0.00331536 0.0338945 -0.00207177 -0.00989515 -0.000988949 -0.0181811 0.00570954 0.00233306 -0.0363556 0.00714313 0.0312799 -0.00126878 -0.0226463 0.0100375 -0.0143134 -0.033159 -0.0450862 -0.0290695
internal_weight=0.275481 0.00420301 0.00257948 0.271278 0.268892 0.157678 0.111213 0.012934 0.00862286 0.0125731 0.0982792 0.0231538 0.0751254 0.0092698 0.0206399 0.0181788 0.0658556 0.0184646 0.0473909 0.044778 0.00495154 0.0398265 0.0102928 0.0295337 0.00463244 0.0246033 0.0104199 0.00777054 0.00854544 0.00661756
internal_count=2900 216 144 2684 2648 1339 1309 97 71 62 1212 227 985 88 205 197 897 482 415 402 66 336 72 264 50 227 127 87 218 209
is_linear=0
shrinkage=0.1


Tree=942
num_leaves=31
num_cat=0
split_feature=2 1 0 1 0 0 1 1 1 4 2 2 2 3 3 3 2 2 2 2 1 2 4 2 1 2 1 3 3 3
split_gain=0.000161009 0.000157395 0.00110729 0.00115568 0.000922656 0.0018253 0.000827511 0.000754021 0.000679238 0.000458435 0.00118167 0.00102479 0.000543343 0.000490661 0.00221685 0.00165475 0.00136028 0.0020414 0.00259976 0.00174025 0.00141171 0.00217188 0.00114048 0.00113472 0.00114045 0.00114486 0.00111347 0.000951582 0.000902342 0.00185212
threshold=-0.62958999999999998 66.697957758300021 90.337570099350003 66.318885161900013 92.031298721500022 90.603727454250006 64.434276012450013 65.630639880500027 67.649671936450019 38.238138001450004 -0.093604999999999994 -0.053019999999999991 -0.10001 0.083415000000000031 0.085765000000000022 0.082775000000000029 -0.065399999999999986 -0.077279999999999988 -0.079824999999999993 -0.048664999999999993 62.55235532115001 -0.087910000000000002 43.411469133450005 -0.10518999999999999 58.549241164900003 -0.23401999999999998 63.431481129800005 0.084365000000000009 0.08784500000000002 0.08883000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 6 5 8 -4 9 -3 10 12 -12 -2 15 27 16 17 18 20 -18 21 23 26 24 -11 -26 28 -15 -16 -30
right_child=1 4 3 -5 -6 -7 -8 -9 -10 13 11 -13 -14 14 22 -17 19 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.02053658586818859 0.0044061884717155461 0.059181984432714066 0.052152439912770937 0.076938671842466222 -0.00058487883359153135 -0.10003575917748837 -0.032509699021997039 -0.036703442032713328 -0.035728795855658385 0.0060214250479985378 0.075701395464160035 0.0036943660391248164 -0.061338066705748845 -0.019707426042386962 0.022009858700874602 0.058044704076676161 0.10002580106968922 -0.058565158807144406 0.099737185167136408 0.0044371971442542539 0.053634521794483851 -0.081753513887507498 0.04063111189325571 0.049653301476789258 0.0032819498756274353 -0.10004787142799948 -0.049299506047349215 -0.083064258249353401 -0.060338988749178146 0.00041090847237403375
leaf_weight=0.0038065227165762208 0.0044001093812774108 0.0015235052688637903 0.0020100304099415212 0.0039277069363379269 0.091207467746987209 0.0027878485207259648 0.0027124671806912914 0.0053704908296552381 0.0014929400721204909 0.0097134318886150754 0.0044713191178971101 0.0035421718970412887 0.0017598350270731072 0.0049069898952893709 0.015232819017424536 0.0057932494216856858 0.0028843463805969805 0.0064336421394397538 0.0025711838020470194 0.0056068963483068279 0.0034457833283743069 0.0040064647287955521 0.0065757355903635342 0.0036272345855234986 0.0018854088868511809 0.0024862163658951877 0.0048176526225995045 0.0045862669540372991 0.0055382058271868919 0.053484412459299975
leaf_count=49 106 10 16 30 1602 57 31 27 52 95 17 35 9 18 44 16 8 18 5 121 22 19 39 27 22 21 32 25 33 294
internal_value=-0.000114189 0.000175014 0.00199343 0.0368591 -0.00304506 -0.0417039 0.00352494 0.000144734 0.0122075 0.00139905 0.0185568 0.0438724 -0.0143763 -0.000294483 -0.00446603 0.00789661 0.00108657 -0.00781502 0.0039571 0.0369072 -0.00582922 -0.0152634 0.000615901 -0.000223571 -0.013068 -0.0554834 -0.00271177 -0.0503156 0.000310814 -0.00528937
internal_weight=0.272608 0.268802 0.17179 0.0086502 0.0970118 0.00580429 0.0047225 0.16314 0.00301645 0.157769 0.0141734 0.00801349 0.00615994 0.143596 0.0951421 0.0484539 0.0426606 0.0341694 0.0277357 0.00849124 0.0251645 0.0217188 0.0856488 0.0177123 0.0140851 0.00437163 0.0790731 0.00949326 0.0742554 0.0590226
internal_count=2900 2851 1130 77 1721 119 47 1053 62 1026 167 52 115 859 485 374 358 229 211 129 206 184 442 165 138 43 403 43 371 327
is_linear=0
shrinkage=0.1


Tree=943
num_leaves=31
num_cat=0
split_feature=1 3 2 3 4 4 4 2 4 3 3 3 2 1 0 2 4 0 3 3 3 4 0 3 4 2 4 0 4 4
split_gain=0.000142595 0.000142567 0.000478123 0.000421016 0.000722201 0.000401295 0.000289359 0.000269739 0.000220948 0.000218204 0.000899796 0.000510991 0.000418409 0.000907695 0.00104037 0.000476385 0.000479163 0.000335678 0.000394031 0.000294617 0.000423144 0.00108379 0.000623581 0.000569298 0.000419486 0.000436507 0.000399186 0.000864777 0.000341286 0.000405115
threshold=55.583871847050013 -0.54481999999999997 -0.23361999999999997 -0.27223499999999995 39.530201452500002 32.785955158400007 34.542090938800008 -0.081844999999999987 35.616518500750011 -0.15684499999999998 -0.23472499999999999 -0.12530999999999998 -0.079824999999999993 73.365333921800001 84.280473931450004 -0.053019999999999991 40.421032462050007 91.523180134850023 -0.21013499999999999 -0.11050499999999999 -1.0000000180025095e-35 41.43512228960001 86.232294534150014 0.048965000000000009 37.511241581900002 -0.068524999999999989 48.008184682100008 91.625341543800019 48.852845034800005 49.110028829250005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 8 -5 7 -7 -3 10 12 -11 13 14 -8 -14 -17 -12 -19 -13 21 24 -23 -22 -21 -26 -25 -28 -29 -30
right_child=1 3 -4 5 -6 6 9 -9 -10 11 17 19 15 -15 -16 16 -18 18 -20 20 23 22 -24 26 25 -27 27 28 29 -31
leaf_value=-0.034774459510450079 -0.017865294896870217 0.030131724394135324 0.057589565122396526 -0.048244671427793692 -0.10003895747783782 0.047193878521284996 -0.0045143577420792272 -0.0072273762381433321 -0.031301039062564144 -0.050149206411995974 0.067342219767553613 0.037679148231486714 0.062187890770426552 0.03874485817403827 -0.085093921373125936 0.031224746901109459 -0.04506722093657195 0.043168935487917094 -0.017794198833451069 -0.039206552713781234 0.039911989824374938 -0.10003531886041234 -0.0051662132827237396 -0.00098935495911669407 0.03789328863578937 -0.0098236025129518831 0.091633138487108787 -0.046476676043380405 0.05648471401686072 -0.0074734133508731638
leaf_weight=0.0011812683762992262 0.0016510026526836419 0.0010828030373212253 0.0017091198457260251 0.001695472832752897 0.0011396981861740395 0.0025112704299829636 0.0040745852093495571 0.0014290323415964536 0.0012745992085729241 0.0020735324039581884 0.0025736346466940776 0.0020262079634656973 0.0016413662698937515 0.0021281243775534975 0.0026407033700919791 0.0017993552764075113 0.0015175393750617161 0.0031209770141629178 0.0016056806052310302 0.0023717483937655765 0.0035958960508543627 0.002125464539227114 0.0010279454161990168 0.20645311391336055 0.0031251758307016004 0.0049594295667692006 0.0014685342689517806 0.0010409427023372331 0.0016268368844976067 0.0025312664606383546
leaf_count=115 25 29 20 139 36 45 17 34 23 44 14 30 12 31 54 22 26 36 30 34 12 45 39 1727 27 28 9 18 13 166
internal_value=-0.000106911 4.58814e-05 0.0205147 -0.000213989 -0.0346812 0.000247542 0.000564411 0.0274569 -0.00308372 0.000149722 0.0098896 -0.000727017 -0.0051285 -0.0181658 -0.0362013 0.0181245 -0.00368021 0.0382823 0.0224593 -0.000285969 -0.000619953 -0.0177238 -0.06911 0.000454165 -0.00222681 0.00862178 -0.000211591 0.0238709 0.00473061 0.0175499
internal_weight=0.269202 0.268021 0.00336012 0.264661 0.0034971 0.261164 0.259468 0.0039403 0.0023574 0.255528 0.021102 0.234426 0.0138017 0.00884341 0.00671529 0.00495826 0.00331689 0.00730029 0.00472666 0.232353 0.230326 0.0136098 0.00315341 0.216717 0.0104564 0.00808461 0.213121 0.00666758 0.00519905 0.0041581
internal_count=2900 2785 45 2740 88 2652 2513 79 52 2434 242 2192 162 102 71 60 48 80 66 2148 2118 173 84 1945 89 55 1933 206 197 179
is_linear=0
shrinkage=0.1


Tree=944
num_leaves=31
num_cat=0
split_feature=2 3 4 1 0 3 0 3 3 3 0 3 2 1 1 2 3 1 2 3 3 4 2 4 1 0 0 0 0 4
split_gain=0.000141741 0.000160254 0.000441298 0.000413417 0.00038791 0.000267753 0.000596367 0.000335981 0.000314698 0.000265802 0.000631439 0.000367374 0.000286477 0.000513511 0.000912861 0.000793148 0.000433596 0.000298738 0.000197977 0.000958608 0.00116004 0.000621358 0.00122509 0.000602776 0.000609754 0.00189797 0.000975567 0.000588958 0.000564104 0.000600943
threshold=-0.62958999999999998 0.13062500000000002 39.134693790050008 62.046925192600007 87.735142629050017 0.11614000000000002 86.692020874450009 0.11263500000000003 0.11048000000000002 0.10721500000000002 86.280686780500005 0.10500500000000003 -0.25167499999999993 78.285212300550015 75.551050381850018 -0.58180999999999994 -0.082159999999999997 65.461267018300006 -0.117115 0.085765000000000022 0.087605000000000016 42.406961525800007 -0.14228499999999997 35.337501601400007 62.245871094250013 86.388225105700016 90.662873533100012 93.262612545250008 81.917319234750025 35.337501601400007
decision_type=2 2 2 2 2 2 2 2 2 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 9 11 -11 12 13 14 15 -2 -17 -18 19 23 -21 22 -22 -14 25 -25 -26 -28 -20 -30
right_child=1 2 3 4 -6 6 -8 -9 -10 10 -12 -13 18 -15 -16 16 17 -19 28 20 21 -23 -24 24 26 -27 27 -29 29 -31
leaf_value=-0.019363496000818339 0.021791830431083778 -0.030948694663546723 0.072053009372683288 -0.021262999308955831 0.039508202376998411 -0.062050746986200681 0.0046827208379708885 0.02875181487335465 -0.034544802374862175 -0.014466446621020271 0.065548289208848268 -0.026508256273296133 -0.071104361286207091 0.032460336468543759 -0.10003697507872183 0.018980569015630926 -0.068862144497280842 -0.014245950063950991 -0.042483545603403089 0.0800356183158413 0.064360180869876563 -0.026825734618614608 -0.011308096189801085 0.00076514296006939184 0.050975424757401126 -0.10009766116836689 -0.073379126925727664 0.0046509056242765917 0.036458683507328643 -0.0005556862132620326
leaf_weight=0.0037658711725183638 0.004054629850106295 0.001649439929943825 0.0015407247768011167 0.0019454899761512934 0.0022828354694537298 0.0022254161773382908 0.0033625550100604964 0.0040655088309318179 0.0026441703969060639 0.0019556752154841189 0.0019896606694282401 0.0052252824331819872 0.0012529267278270631 0.0020009229171508445 0.0013376543152138634 0.0011322893309087794 0.0029476302399502846 0.0015168628774609367 0.0031223517941246772 0.0033129154657688164 0.0042752341792553512 0.0029356765643555891 0.0042833561659228695 0.011892066546349847 0.0048085051121912201 0.0022127857318050568 0.0010890855458960411 0.0086501611074947388 0.0045025260025721705 0.16983216706682863
leaf_count=49 34 44 18 12 36 31 36 38 29 17 33 44 64 114 27 45 32 40 135 23 38 22 30 145 39 10 25 295 121 1274
internal_value=-9.97601e-05 0.000174982 0.0146647 0.0277061 0.0115468 -0.000243879 -0.021894 0.000238036 -0.000231336 0.000140008 0.0258855 -0.000282542 0.000300197 -0.0141343 -0.0226184 -0.0118884 -0.0362883 -0.0503057 0.00114416 0.00709114 0.0278998 0.0128731 0.0264901 -0.0032119 -0.000243085 -0.0150583 0.0141211 -0.00407476 -0.000354259 0.00040028
internal_weight=0.267812 0.264047 0.00741849 0.00576905 0.00422833 0.256628 0.00558797 0.25104 0.246975 0.24433 0.00394534 0.240385 0.23516 0.01299 0.0109891 0.00965141 0.00559678 0.00446449 0.22217 0.0447127 0.0148072 0.0114943 0.00855859 0.0299055 0.0286526 0.0141049 0.0145478 0.00973925 0.177457 0.174335
internal_count=2900 2851 110 66 48 2741 67 2674 2636 2607 50 2557 2513 292 178 151 117 72 2221 691 113 90 68 578 514 155 359 320 1530 1395
is_linear=0
shrinkage=0.1


Tree=945
num_leaves=31
num_cat=0
split_feature=1 1 4 2 2 1 1 2 4 4 3 1 0 0 1 4 0 0 3 0 0 1 3 2 1 3 4 3 3 4
split_gain=0.000146075 0.00049675 0.000404421 0.000668511 0.000628716 0.00100327 0.00109087 0.00137322 0.00149562 0.00104237 0.000903215 0.000861715 0.00187104 0.000668346 0.000901464 0.00188472 0.000749825 0.000643975 0.00152254 0.000841624 0.000743708 0.000627852 0.000591508 0.000541061 0.000440327 0.00051943 0.000638767 0.000404835 0.000999758 0.000630688
threshold=69.873026810350026 70.085415002650009 37.064694648750013 -0.117115 -0.079824999999999993 70.133807249000014 75.28220456885002 -0.096499999999999989 42.34047585750001 42.487106141350004 0.091885000000000022 70.96454081135002 96.249489528150022 96.811377277450006 76.763544998700013 39.788107623550012 97.900202820250016 102.21786657775002 0.086355000000000029 97.483491810050012 97.835679825150024 70.73871032835001 0.076825000000000018 0.048530000000000011 81.320481529800006 0.078505000000000019 47.833738492450003 0.088005000000000014 0.09117500000000002 41.061442884200012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 7 8 10 -10 -7 21 -13 -14 15 -15 -16 19 24 -8 -21 -6 -11 -5 -19 26 -26 -18 -29 -30
right_child=1 2 4 23 11 6 17 -9 9 22 -12 12 13 14 16 -17 27 18 -20 20 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.0014570803829728066 -0.04212169507353844 0.02291908348833736 0.086228859936172159 -0.10002418932232085 0.011905347974803665 -0.089635796005381588 -0.046732785157352949 -0.082992591729353124 0.10002740404169637 0.05060425821058151 -0.0014335782850285572 -0.081480445347864097 0.060446301757249278 0.026568101693445801 0.092538354022724492 -0.07949937733292553 -0.010155144780915785 -0.058155685710267295 -0.10002535895439471 0.062457624490043696 0.009081966700857971 0.076192004708589611 -0.027808350516735504 -0.020585788077675402 0.029527207495150296 0.047123377337442172 -0.05752821823486675 0.077910605311004258 -0.027285497186046798 0.039211231714439625
leaf_weight=0.18512283130914076 0.003220199118139532 0.0016821748014232106 0.0010893299310566129 0.0014700600643793638 0.0030223436682135533 0.0029313137703334546 0.0020169850535308722 0.0039667909321514034 0.0012874952517449856 0.0014255270964080441 0.0019224006553915096 0.0024129917914363667 0.0024461067095273839 0.0034389745809164643 0.0012721062867058217 0.0032664928933242299 0.0050449353565663159 0.0010446301542704518 0.00187322771214874 0.0034759976033931226 0.010483474122695347 0.0030546333811969362 0.002958812779525033 0.0020573290573629968 0.0017172194660462214 0.0024747429111618814 0.0016553181686858043 0.0025483302074552627 0.0031643588411369196 0.0025967942637252356
leaf_count=1301 24 111 4 87 34 26 45 74 2 50 30 72 18 21 8 52 169 41 105 16 107 11 49 92 78 92 60 31 53 37
internal_value=-9.28008e-05 -0.00363408 -0.00204107 -0.0289543 -0.000109622 -0.0084348 -0.0110631 -0.0328503 -0.0139531 0.0209179 -0.0547017 0.0102938 0.00242221 0.0109366 0.00525941 -0.0251015 0.0191782 0.00169867 -0.0200825 0.0136484 0.0223728 0.0442195 -0.00231322 -0.0536922 0.00164602 0.0123297 -0.0132016 0.0121901 0.0257566 0.00268738
internal_weight=0.266144 0.0810211 0.0778009 0.00520956 0.0725913 0.0403233 0.0392339 0.0144923 0.0105255 0.00567184 0.00485371 0.0322681 0.0261911 0.0237781 0.021332 0.00670547 0.0146265 0.0247416 0.00876514 0.0159765 0.0139595 0.00607698 0.00438434 0.00352739 0.00689191 0.00584728 0.00337254 0.0133544 0.00830948 0.00576115
internal_count=2900 1599 1575 290 1285 779 775 231 157 101 56 506 461 389 371 73 298 544 376 168 123 45 99 179 271 230 138 290 121 90
is_linear=0
shrinkage=0.1


Tree=946
num_leaves=31
num_cat=0
split_feature=1 2 4 3 4 3 3 0 2 3 1 3 2 4 4 4 1 3 3 0 1 0 0 2 2 3 1 3 1 0
split_gain=0.000140511 0.000130564 0.000151629 0.000135305 0.000627937 0.000219518 0.000177014 0.000904616 0.000657348 0.000297412 0.000199935 0.00042305 0.000362423 0.000188827 0.000944255 0.000439493 0.00114243 0.000363559 0.00135779 0.000465669 0.000860881 0.000963699 0.000687453 0.000244424 0.000537241 0.00070147 0.000245821 0.00117361 0.000646139 0.000583272
threshold=90.740838818900016 -0.62958999999999998 40.580626202750004 0.21240500000000004 39.134693790050008 0.41991500000000009 0.11614000000000002 86.103248543850015 -0.055714999999999994 0.11308000000000003 84.600400448950026 0.075065000000000021 -0.15626499999999999 44.527357125550004 44.758188263300006 44.086690780350004 62.106071271500007 -0.25095999999999996 -0.5582649999999999 71.340924949550015 61.944763783650011 85.737618238150006 95.429509798400019 0.28022500000000006 0.25677000000000011 -0.11050499999999999 80.677940036650014 0.086230000000000015 78.962703749400006 101.47316367565001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -6 9 -8 -9 10 13 12 -12 15 -15 23 -17 18 -16 -19 -21 -22 -23 24 26 -26 28 -28 29 -3
right_child=-2 3 -4 4 5 -7 7 8 -10 -11 11 -13 -14 14 17 16 -18 19 -20 20 21 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0040893356135510801 -0.026342943003688581 -0.00036806258767562827 -0.036485064498287222 -0.046492736601090108 0.057005385854378025 0.014035638824361854 -0.088323929478282437 -0.028944687820317623 0.043477329166250384 0.032855568546908236 0.093984940646110918 -0.0081823041949140134 0.015873016046348283 -0.10003832618317186 0.023587203227023207 0.084935806255975008 -0.027777026850749273 0.030237572878075099 -0.085347745924529775 -0.081460088651850726 0.082262137279248776 -0.063083169969033667 0.0066079496852013836 0.025703532193054091 0.016664819661459451 -0.088880057740120311 -0.036903327714515509 0.055030764073489224 -0.038538868832337231 0.043886538521718227
leaf_weight=0.0016570805970770449 0.0020233392253045093 0.19385914249873845 0.0020735640184337684 0.0013169057275836385 0.0019791796842336673 0.0029774749290629732 0.0013737709697644752 0.0028288051268872795 0.0022502806293687172 0.0027995550688046924 0.0010540707109640834 0.0025961011841401102 0.0013608746435788948 0.0010912442156109292 0.0023688001884549781 0.0020280980821906483 0.0016156152837266957 0.0044525596884249447 0.0022132321319328829 0.0013966354606978768 0.0013080483408944299 0.001882173213747472 0.0057077874486218538 0.0036182836750331673 0.0010665483210985371 0.0015373961183416376 0.0022364468400545507 0.0036627196874682907 0.0043759815189005893 0.0030246682272635763
leaf_count=23 329 1409 21 28 27 26 28 33 23 25 16 151 39 31 16 18 27 26 35 24 11 110 128 51 14 44 50 58 46 33
internal_value=-9.18011e-05 0.00011115 -0.0184627 0.000379744 0.014886 0.0311934 1.81919e-05 -0.0163307 0.00314177 0.000448342 7.41479e-05 0.0198413 0.0499672 -0.000343019 -0.00953633 0.000522006 0.0349592 -0.00442699 -0.029031 0.00321761 -0.00846886 0.00298788 -0.0106742 -6.60455e-05 -0.000510555 -0.04565 5.68379e-05 0.0201774 -0.00053292 0.000311808
internal_weight=0.263736 0.261713 0.00373064 0.257982 0.00627356 0.00495665 0.251709 0.00645286 0.00507909 0.245256 0.242456 0.00501105 0.00241495 0.237445 0.0204205 0.217025 0.00364371 0.0193292 0.00458203 0.0147472 0.0102946 0.00889801 0.00758996 0.213381 0.209763 0.00260394 0.207159 0.00589917 0.20126 0.196884
internal_count=2900 2571 44 2527 81 53 2446 84 56 2362 2337 206 55 2131 381 1750 45 350 51 299 273 249 238 1705 1654 58 1596 108 1488 1442
is_linear=0
shrinkage=0.1


Tree=947
num_leaves=31
num_cat=0
split_feature=1 2 2 1 2 2 1 0 0 1 1 0 1 4 4 4 4 3 3 3 2 4 2 2 2 1 3 1 1 4
split_gain=0.000131057 0.000415808 0.00201537 0.00106802 0.00117947 0.00100886 0.000932356 0.000781721 0.000739705 0.000704785 0.000637067 0.000598294 0.000605147 0.000552661 0.00123278 0.000962959 0.000692193 0.000788868 0.00114469 0.00133186 0.000641315 0.000746467 0.000583643 0.000577444 0.000520826 0.000481317 0.000364222 0.000512989 0.000560781 0.000699708
threshold=69.873026810350026 -0.060760000000000002 -0.069554999999999992 70.865067860500019 -0.079824999999999993 -0.042409999999999996 70.343506983200015 96.811377277450006 94.776214472700005 72.187789260650007 71.429644067900014 96.249489528150022 72.953999827850012 41.840895355800008 42.428475018400007 41.21013581150001 40.878805547300004 -0.072169999999999998 0.090225000000000014 0.098200000000000023 -0.16030499999999998 43.061965423550006 -0.50001499999999999 -0.09715 -0.11420499999999999 87.184008712350007 0.10611500000000003 81.524804347700012 80.371455809750003 38.938637541200009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 7 -2 -3 -7 -6 -10 -12 -13 15 -15 16 17 -5 -19 22 -16 -22 -20 25 -17 -23 27 28 29 -14
right_child=1 5 -4 4 9 8 -8 -9 10 -11 11 12 26 14 20 24 -18 18 19 -21 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013697110142627572 -0.018566659151608701 0.08074558406060188 -0.10004771002619606 0.030403823788829266 0.078056503232834293 -0.059206383492267048 -0.10002930876472212 0.0068206482610485425 0.058727388790861347 0.0133733285514449 -0.065731585483439978 0.076080478579505367 -0.062101512125310558 0.051802785856686719 0.018891549034217095 -0.014922948180051404 0.036322639176278905 -0.076229242835212388 -0.019830903878353064 -0.086626885345123097 -0.073005236411519736 -0.10001317194447168 0.062395191272397448 0.013332751676867977 -0.10004549032468774 -0.0080099323840504468 -0.04475519438239349 -0.033385771967563892 0.049631137407410118 0.018446631736873442
leaf_weight=0.18410445311134627 0.0053888920194357847 0.002874586086988983 0.0023033244079742185 0.0025095370400290027 0.0027917505757302794 0.0021436251303720419 0.0019004341391762533 0.0028473043716899238 0.0018379631765057516 0.0042472617202427964 0.0014064208765471884 0.0010399613287666041 0.0014869744067965186 0.0044882066178824802 0.0054979443304060188 0.0011285267373973562 0.0028549019896213267 0.0036049959619535174 0.0014349768051514855 0.0013564936405460444 0.0023430063921769835 0.0010091742827575438 0.0021665598938079176 0.0044932771398447898 0.0019797613138129435 0.001302555838707864 0.0018147022164120728 0.0028307605087962524 0.003104716626928905 0.0039256014364559277
leaf_count=1301 39 20 35 72 12 77 58 28 18 43 19 14 27 54 132 28 31 122 39 81 33 83 40 54 26 65 52 218 31 48
internal_value=-8.65203e-05 -0.00351866 -0.00857023 -0.00439776 0.00157545 0.00701881 -0.0398052 0.0439594 -0.00377046 0.0390274 0.00304063 -0.00351644 0.0026444 -0.00571306 0.00595052 -0.0188133 -0.00758155 -0.0189016 -0.0333514 -0.00217481 -0.00810076 -0.0243231 0.0296335 -0.00756154 -0.06914 -0.0481735 -0.00315763 0.00349437 0.0157516 -0.00368202
internal_weight=0.262219 0.0781142 0.0528016 0.0504983 0.0432089 0.0253126 0.00728933 0.00572189 0.0195907 0.00703901 0.0174471 0.0156091 0.0142027 0.0361699 0.0191342 0.0170358 0.0139275 0.0110726 0.00856303 0.00495803 0.014646 0.00914801 0.00360154 0.00680501 0.00310829 0.00231173 0.0131628 0.0113481 0.00851729 0.00541258
internal_count=2900 1599 1047 1012 915 552 97 48 504 55 427 409 390 860 421 439 385 354 282 160 367 235 79 202 54 148 376 324 106 75
is_linear=0
shrinkage=0.1


Tree=948
num_leaves=31
num_cat=0
split_feature=0 2 2 3 2 3 2 2 3 3 3 4 1 4 4 1 2 2 0 4 1 1 0 0 3 4 0 0 2 1
split_gain=0.00011753 0.000292278 0.000193145 0.000146482 0.000455729 0.000368225 0.000432582 0.000201894 0.000450262 0.000534577 0.000738426 0.000510217 0.000442814 0.000766417 0.00102654 0.000847858 0.000453641 0.000687943 0.000403654 0.000392683 0.000391171 0.000309804 0.000597582 0.000522031 0.000724172 0.000526297 0.000442643 0.000766641 0.00119083 0.000416779
threshold=114.06859001680002 -0.088099999999999998 0.68694500000000025 0.12746000000000005 -0.50001499999999999 0.13635000000000005 -0.091399999999999995 -0.0039949999999999994 -0.15517999999999998 0.10273500000000002 0.099425000000000027 38.592454371550012 70.77903720030001 40.259171735100004 43.933728833200007 63.910026677050006 0.22542000000000004 0.06041500000000001 71.144667506050013 36.921550069850007 68.961639504150014 58.549241164900003 76.591483678350016 84.95796538030001 0.10273500000000002 42.131954243650007 85.253695774650012 85.613949164150014 -0.08725999999999999 61.614083433650009
decision_type=2 2 2 2 2 2 2 2 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 -6 -7 18 20 10 12 -11 13 15 -15 -10 17 -14 -1 -17 -9 22 -20 24 25 29 -25 28 -28 -23
right_child=1 -3 -4 4 5 6 -8 8 9 11 -12 -13 16 14 -16 19 -18 -19 21 -21 -22 23 -24 26 -26 -27 27 -29 -30 -31
leaf_value=-0.048449742745649942 -0.061205489588070199 0.0067749260695780288 0.030864799358448408 -0.065812764720276751 -0.047629188022078023 0.034298731090229663 -0.020747312661666885 -0.0098457861021985452 0.051136744869657906 -0.0079802385822370075 0.058376016458160332 -0.079332606699703392 -0.025120298839366811 -0.069408061329536738 0.036372455302204967 0.011379127326887327 -0.035545991925952557 0.055424675725976293 0.0020647902909658282 -0.047551229186547972 -0.093458100814765493 -0.029777447166538625 0.0534475104415299 0.037786831956451855 0.02600612322969291 0.0033867459543287094 0.0084374951820465477 0.0021480330352553769 -0.091429187740870069 -0.10003582518586243
leaf_weight=0.0016168715330061026 0.0010746513375110768 0.0015370220779746602 0.0020276828662616478 0.0013711084471026425 0.0014663178528091384 0.0030492055016349551 0.0026845212456510078 0.0011433710067165091 0.0026506400184466896 0.0024973206333699987 0.0021312978329801604 0.0016738821377454416 0.0015160611559246473 0.0038957677196702345 0.0011999926357102453 0.0021213519367786482 0.0012749848177212317 0.0035282847581302006 0.0070525876131841692 0.0024214507731201707 0.0010957773508735169 0.0015368441289027365 0.0033331229120794337 0.0033566062957106615 0.0018935794324856925 0.0014591616018830855 0.0025496540640992382 0.19273446703017327 0.0022456638830459499 0.0018737314005877964
leaf_count=83 152 130 35 17 20 23 52 55 25 20 25 35 47 89 21 12 61 83 64 31 47 35 17 14 12 32 36 1532 25 70
internal_value=-9.08213e-05 -0.0211977 0.000123335 -0.000120754 -0.0129724 -0.00291002 0.00852627 0.000325569 -0.00780963 -0.0039487 0.00262087 -0.0366136 -0.00376495 -0.0148268 -0.044498 0.00619193 0.0177471 0.0312172 0.00133112 -0.0200325 -0.0507633 0.00170028 0.0185552 0.00085727 -0.0264688 -0.0468735 0.00177727 0.00116536 -0.0383304 -0.0683766
internal_weight=0.260013 0.00261167 0.257401 0.255374 0.00857115 0.00720004 0.00573373 0.246802 0.0271502 0.024911 0.0207398 0.0041712 0.0186085 0.0122892 0.00509576 0.00719344 0.00631933 0.00504435 0.219652 0.0045428 0.00223915 0.218035 0.0103857 0.20765 0.00676332 0.00486974 0.200886 0.19753 0.00479532 0.00341058
internal_count=2900 282 2618 2583 112 95 75 2471 551 449 394 55 369 178 110 68 191 130 1920 43 102 1837 81 1756 149 137 1607 1593 61 105
is_linear=0
shrinkage=0.1


Tree=949
num_leaves=31
num_cat=0
split_feature=0 0 2 2 2 2 0 2 0 0 3 1 4 0 1 0 3 2 2 2 0 2 2 3 1 2 3 2 2 2
split_gain=0.000127654 0.00074136 0.000817133 0.000368799 0.000994941 0.000683316 0.000657024 0.000740639 0.000559006 0.00116007 0.00111023 0.00127689 0.00191088 0.00103866 0.000712041 0.000442531 0.000391945 0.000725368 0.000980378 0.000426694 0.000625858 0.000515811 0.000442368 0.000491521 0.000337696 0.000301982 0.000914699 0.000928968 0.000865186 0.000565639
threshold=93.972365491700018 94.550383989750017 -0.11131999999999999 -0.053019999999999991 -0.069554999999999992 -0.076709999999999987 95.071944867050021 -0.040019999999999993 97.32487278035002 97.671683879200017 0.090390000000000012 71.52105164435001 42.34047585750001 94.832672093450014 75.28220456885002 97.738895332450014 0.070195000000000021 0.68694500000000025 -0.022239999999999999 0.049235000000000008 98.327667663000014 -0.030145000000000002 0.25828500000000004 0.091705000000000023 75.645146416450004 -0.094344999999999998 0.087405000000000024 -0.08459499999999999 -0.13324 -0.087910000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 8 -5 -8 10 -10 11 -3 -13 -12 -11 -6 17 18 -9 21 -21 -18 23 -22 -16 28 27 -27 -26 -28
right_child=1 3 -4 6 15 -7 7 16 9 14 13 12 -14 -15 24 -17 19 -19 -20 20 22 -23 -24 -25 25 26 29 -29 -30 -31
leaf_value=0.0012723481517633323 0.019195646987321482 -0.10003386051860218 -0.086175442543643316 0.087158209967534706 -0.019071638653413103 0.046848434769518943 0.051527803804778873 0.0039144845650907435 0.047973410326798915 -0.066639435741563988 0.0538502293144189 -0.10004911908431252 0.020424563693517084 -0.031595740655000648 0.050294536938973705 -0.10004090962543784 0.032918821299320354 0.039826158855122522 -0.10001999101842539 0.060464926761260029 0.049687600235908944 -0.043779576916895595 -0.047210047773556627 -0.029416612265439658 -0.0063801737550604858 0.015072101511913995 0.096021526836607113 -0.068880753885125781 -0.10002908136335582 0.015781365615236465
leaf_weight=0.18770486671083184 0.0011176058727520588 0.0027749298250432652 0.0021551121603323167 0.0010421408695444325 0.0011970558645737492 0.0026201008421529578 0.0029729940720133732 0.0017822224204282477 0.0046763531143358952 0.0018239143623154366 0.002958039180028336 0.0019357649107916153 0.0041160994079918467 0.0027407534066933165 0.0011877629590416596 0.0015477500777796357 0.0012973404003582267 0.0012305322744033953 0.0018492460082256716 0.002657031673791721 0.0020698952499200937 0.0027052077547607325 0.0014058436071026949 0.0012658755496616787 0.0093453624880379428 0.0034496626460632784 0.0014429303478319952 0.0021330287181809153 0.0011029446182598034 0.0022460097445001805
leaf_count=1379 42 54 58 13 12 33 24 10 27 62 10 19 49 42 17 35 14 18 93 43 64 78 55 45 421 35 16 32 65 35
internal_value=-9.27746e-05 -0.00370946 -0.0501921 -0.00145832 -0.00629546 -0.00269557 0.00982413 0.00563448 -0.00579119 0.00261416 -0.021651 -0.0438652 -0.0181105 0.0127562 -0.00671715 -0.0647289 -0.00275506 -0.0265277 -0.0490119 0.00738271 0.0216117 -0.0189194 -0.000160196 0.0196687 -0.00148974 -0.00460879 0.00852779 -0.0170045 -0.0162659 0.0471673
internal_weight=0.258554 0.0708495 0.00327272 0.0675768 0.0472985 0.0445537 0.0202783 0.0192362 0.0419336 0.027408 0.0145256 0.00882679 0.00605186 0.00569879 0.0227316 0.00274481 0.0162632 0.004862 0.00363147 0.0114012 0.00739865 0.00400255 0.00474161 0.00333577 0.0209077 0.0197199 0.00927163 0.00558269 0.0104483 0.00368894
internal_count=2900 1521 100 1421 964 917 457 444 884 710 174 122 68 52 683 47 420 121 103 299 207 92 164 109 621 604 118 67 486 51
is_linear=0
shrinkage=0.1


Tree=950
num_leaves=31
num_cat=0
split_feature=1 1 1 0 3 2 1 1 1 2 1 0 0 4 1 1 0 0 1 3 2 3 0 3 2 2 4 2 1 1
split_gain=0.000112585 0.000638995 0.000646389 0.000649078 0.000910251 0.0010131 0.000585111 0.00045903 0.00165693 0.000613517 0.000466961 0.000684221 0.000482394 0.000672071 0.000315919 0.000427115 0.000395591 0.000453762 0.000366553 0.000310655 0.000828389 0.000479674 0.00107308 0.00140411 0.00113903 0.00134885 0.00105794 0.00054079 0.000862047 0.000632854
threshold=70.182199495350019 70.77903720030001 70.96454081135002 96.055920542800024 -0.089509999999999992 -0.12350999999999999 70.343506983200015 72.953999827850012 74.986474174450009 -0.096499999999999989 75.085947125300024 97.013011637200023 97.835679825150024 40.878805547300004 70.085415002650009 69.873026810350026 93.262612545250008 92.464140480550014 69.276189105400007 -0.25095999999999996 -0.23557500000000001 0.079785000000000009 86.280686780500005 -0.24637000000000001 -0.092624999999999999 -0.11420499999999999 41.261521012900012 -0.23280999999999999 57.129735272050006 55.895732990150002
decision_type=2 2 2 2 2 2 2 2 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 -6 -2 9 -9 -5 -10 -12 13 -13 15 16 17 19 -18 20 -1 22 23 -21 25 27 -24 28 29 -25
right_child=1 2 3 7 5 -7 -8 8 10 -11 11 12 -14 -15 -16 -17 18 -19 -20 21 -22 -23 26 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.10004629548227724 -0.0067872945976871595 0.044593520378264431 0.018956960919646191 0.0574026293701713 0.0096592771317808353 -0.085605377220106735 -0.078299467225808508 -0.10002040750146701 0.045943573909434099 -0.0050494952129030192 -0.057769783900090271 -0.0060668940088038506 -0.0034827208711399223 0.056572833102131508 0.031579729238324944 -0.036749816228635483 -0.0094774790050017529 -0.032248236967380196 0.041858636544878376 0.073934001639108918 -0.0056629173037036967 -0.00037101812505658843 0.0012043806738501336 -0.0088096309337751706 -0.056590444613129225 0.097199527333219349 0.058315578565861947 -0.058032077779857465 -0.0596933355680902 0.078439078501959497
leaf_weight=0.0010652803072483154 0.0024974341277843605 0.0029663378434612994 0.0024941599305492706 0.0031357377077783077 0.001650740608340139 0.0034481148800336887 0.0021114425937914356 0.0016861106612758017 0.0021954392848648743 0.0031563762375204077 0.0020458651939083685 0.003380486015986949 0.033037899107361379 0.0034720744646001833 0.0033515564022690838 0.0030117546970274125 0.0020361139565174815 0.0041742455881426102 0.0043891330741931966 0.0019620734274212745 0.0073181002091531853 0.13595343051491651 0.0055621868509980743 0.0017278620153608941 0.0046097898350866201 0.0013439977939003755 0.0077807898150741295 0.0018818296222498686 0.0014284299383586496 0.0016022844793042168
leaf_count=38 23 23 54 21 60 117 67 54 9 39 20 27 1014 22 25 24 47 34 27 7 117 739 42 38 78 9 37 48 35 5
internal_value=-9.83724e-05 -0.00361186 -0.000968953 -0.00323272 -0.0305479 -0.0547637 -0.0395488 0.000747408 -0.00273068 0.0260741 0.000986396 -0.00136719 0.00152553 0.0256716 0.00115101 0.000602257 0.00121754 0.000329818 0.0255906 0.00111937 -0.0176563 0.00208001 0.0140239 -0.0047529 -0.0170117 0.00583908 0.0345081 -0.012652 0.00529405 0.0331697
internal_weight=0.256477 0.0672782 0.0626693 0.059703 0.00759302 0.00509886 0.00460888 0.05211 0.0458179 0.00629211 0.0441318 0.0419363 0.0398905 0.00685256 0.189199 0.185847 0.182836 0.17641 0.00642525 0.172236 0.00838338 0.163853 0.0278992 0.0145563 0.0125942 0.0079844 0.013343 0.00664041 0.00475858 0.00333015
internal_count=2900 1550 1460 1437 231 177 90 1206 1146 60 1092 1083 1063 49 1350 1325 1301 1227 74 1193 155 1038 299 220 213 135 79 126 78 43
is_linear=0
shrinkage=0.1


Tree=951
num_leaves=31
num_cat=0
split_feature=0 4 2 0 0 2 4 4 2 3 3 0 1 1 1 4 3 2 4 1 1 2 2 2 4 3 2 3 1 1
split_gain=0.000106257 0.000238009 0.000158049 0.000111317 0.000613968 0.000726103 0.000324807 0.000986972 0.000683482 0.000823994 0.00130202 0.000657284 0.00125762 0.00154722 0.00171751 0.00104378 0.00121295 0.000696951 0.000896644 0.000683372 0.000677051 0.000656783 0.00207034 0.00114166 0.00108392 0.000787589 0.00191387 0.00126004 0.00117954 0.000766237
threshold=114.06859001680002 48.315732392000008 0.68694500000000025 93.972365491700018 94.550383989750017 -0.11131999999999999 40.621691032550004 40.305698932850007 -0.0086649999999999991 0.09660500000000001 0.080515000000000017 86.530713386650021 62.00390986255001 61.923256118600001 61.82916008405001 39.468990633150007 0.087405000000000024 -0.036264999999999999 38.115457128050004 64.654729579150015 59.74022811670001 -0.033594999999999993 -0.058529999999999992 -0.065399999999999986 41.134354310300004 0.09495000000000002 -0.085249999999999992 0.091545000000000029 62.116825104000007 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 3 6 5 -5 7 11 21 10 -10 12 13 14 17 16 -14 18 20 -13 -1 22 23 24 -8 27 28 29 -27 -26
right_child=1 -3 -4 4 -6 -7 8 -9 9 -11 -12 19 15 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.029571525003547951 -0.057116281386336003 0.0048717987824485895 0.028437837285371081 0.018126228248901494 -0.0014976614866560004 -0.08310894950887654 -0.049008960711062539 0.043875025874332292 0.02935185140325506 0.0092622754274626785 -0.10004557829299271 0.035425924838317212 0.075104838696491871 0.07174639736858017 -0.077146930193948998 -0.085581601900480697 -0.055655823153515707 0.04976470157739786 -0.051722761823852784 0.0033713420779802011 0.05929438048600022 0.027217971807515885 -0.053193467497755345 0.047131723414867627 -0.0040845548587017588 0.030405985434679296 -0.076594087720923507 0.042327244370510997 -0.045763346229426183 0.023876916510722265
leaf_weight=0.0014146945374608338 0.0010438775101615507 0.0015232893622187927 0.0019548065613881884 0.0010985245317737258 0.060697478181637669 0.0019954716100208996 0.004472022697255453 0.0064668670568688294 0.0010862918899922597 0.0026524977755472551 0.0027365977643989433 0.0086170573920298921 0.0011597553707292092 0.0027948918363569037 0.0029539648191090661 0.0034584444980971796 0.0018268306868598496 0.0030288959070037119 0.0027338014387501275 0.029147861493882821 0.0021761029354907535 0.0081345039272196495 0.0074231722686555193 0.0052094010625252226 0.055158080228065259 0.006056034042422942 0.0042235756908581843 0.0082370168563201673 0.0030605294161460961 0.011917944760270027
leaf_count=55 217 65 35 42 1113 58 30 47 84 32 80 39 25 23 21 21 22 22 18 171 20 89 39 19 294 39 17 30 24 109
internal_value=-9.23487e-05 -0.0203342 0.000113946 -0.00010758 -0.00371262 -0.0471654 0.00112785 0.00677846 -0.00196013 -0.0335627 -0.0632767 0.00273379 -0.0112026 0.00457958 -0.0106733 -0.0481844 -0.00487866 0.01032 -0.00857031 0.0106854 0.0242832 -0.000163349 -0.00226942 0.00157478 -0.000973664 0.00144943 -0.0209459 0.0054163 0.00483511 0.000883588
internal_weight=0.25446 0.00256717 0.251893 0.249938 0.0637915 0.003094 0.186147 0.0657792 0.120368 0.00647539 0.00382289 0.0593123 0.0215474 0.0151024 0.0123075 0.00644503 0.00298659 0.00935349 0.0063246 0.0377649 0.0035908 0.113892 0.105758 0.0983346 0.0931252 0.0886532 0.0133401 0.075313 0.00911656 0.067076
internal_count=2900 282 2618 2583 1213 100 1370 484 886 196 164 437 227 159 136 68 47 115 93 210 75 690 601 562 543 513 80 433 63 403
is_linear=0
shrinkage=0.1


Tree=952
num_leaves=31
num_cat=0
split_feature=2 2 3 3 2 4 3 0 0 0 1 3 2 4 1 4 4 1 3 2 3 2 2 3 0 0 3 3 3 1
split_gain=0.000114116 0.000760731 0.00132228 0.0012357 0.000710486 0.000617955 0.000461956 0.000758508 0.00113775 0.00110839 0.00189905 0.00106268 0.00140209 0.000923017 0.000931548 0.000760308 0.00105395 0.000855536 0.000720033 0.000638989 0.000715108 0.000571277 0.000518653 0.000491211 0.00179981 0.000948751 0.00091024 0.000736156 0.000727536 0.000358684
threshold=-0.088099999999999998 -0.092289999999999997 0.082775000000000029 0.087725000000000011 -0.087910000000000002 41.468518788800004 0.083565000000000014 85.737618238150006 85.328972602300013 85.968825637350008 62.00390986255001 0.086105000000000029 -0.14581999999999998 41.532441862050007 61.409760615700009 36.514114975300011 38.238138001450004 65.848404989100018 0.081815000000000013 -0.094344999999999998 0.088005000000000014 -0.11808 -0.11808 0.088565000000000019 86.530713386650021 97.671683879200017 0.094165000000000013 0.10176000000000003 0.093480000000000021 61.409760615700009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 -4 -2 -5 18 8 13 -9 -11 12 -12 14 -8 17 -17 -13 -1 20 -18 -19 -20 -22 -25 26 -26 -28 -27 -6
right_child=4 2 3 5 29 -7 7 9 -10 10 11 15 -14 -15 -16 16 19 21 22 -21 23 -23 -24 24 25 28 27 -29 -30 -31
leaf_value=-0.0044985413102032372 0.067021856420174664 0.038609630941591595 -0.086975062086403265 0.017250782448518936 -0.034257374103988596 -0.049603720254485568 0.021137936294237027 0.066332400478650896 -0.10002889064232164 -0.10004248135014422 -0.010902048115639345 0.10000946805130702 0.068696680630785475 0.041822756942080153 -0.10003864719788554 -0.06056529476687729 -0.042248236635001199 -0.04682383927337444 -0.013127814303290478 0.05095872686852692 0.05065877910286759 0.053279756694861305 -0.10004525123186765 -0.10003752925699261 0.049093230410293703 -0.10004333539851865 -0.02320862613657633 0.035306514354820656 -0.0084496749023343382 0.0016452938343839716
leaf_weight=0.031179503077323735 0.0016457801679052855 0.0024763481865646099 0.0038609704655989683 0.0030195095593035142 0.0028376227746116081 0.0025503885494675416 0.0011713350231063462 0.0032654968354677285 0.001582407679177944 0.0016277409199574313 0.0034880842889853398 0.0016026539160520744 0.0060531258981733112 0.0024048217036636288 0.0013839884083199834 0.0028791582038196579 0.0037479061772837064 0.0011079412620177589 0.0013331125272692439 0.0025206338963030843 0.0021220943663138305 0.0011743727193784998 0.001415498514182734 0.0016534264868823768 0.0064553684542350024 0.0011497782507069254 0.0054477634557237309 0.0035516402641100342 0.0035286733428851434 0.14362807783669318
leaf_count=730 11 23 29 25 121 25 23 14 23 10 28 7 32 22 21 50 31 43 27 14 12 24 17 13 39 23 41 25 89 1308
internal_value=-9.76472e-05 -0.00264085 -0.0264224 -0.0434984 0.00168389 -0.0133611 0.000442249 0.00587026 -0.0261982 0.00995407 0.00612739 0.00984527 0.0395969 -0.00264437 -0.0444925 0.00216103 -0.00275714 0.0440088 -0.00882386 0.00275823 -0.00163477 0.00468482 -0.0578892 0.00473174 0.000258293 0.00849501 0.0204387 -0.00011546 -0.0309598 0.000949716
internal_weight=0.251865 0.103754 0.0119072 0.00943087 0.148111 0.0055699 0.0918465 0.0579184 0.00654255 0.0513759 0.0481104 0.0464826 0.00954121 0.00496015 0.00255532 0.0369414 0.0330564 0.00388497 0.0339281 0.0301773 0.0276567 0.00228231 0.00274861 0.0239087 0.0217867 0.0201332 0.0154548 0.0089994 0.00467845 0.146466
internal_count=2900 1460 102 79 1440 50 1358 584 89 495 481 471 60 66 44 411 337 74 774 287 273 67 44 242 230 217 105 66 112 1429
is_linear=0
shrinkage=0.1


Tree=953
num_leaves=31
num_cat=0
split_feature=1 4 4 2 4 3 2 4 2 3 3 0 0 0 1 0 1 2 3 0 1 3 4 0 3 1 2 4 4 3
split_gain=0.000142694 0.000128271 0.000432708 0.000763222 0.000413014 0.00039557 0.000315008 0.000428934 0.000809496 0.000233407 0.000447128 0.000441186 0.000867506 0.000661774 0.00112263 0.000793178 0.000538614 0.000550085 0.000304636 0.000424223 0.000454635 0.000381913 0.000331256 0.000300833 0.000484745 0.000276233 0.000272619 0.000239206 0.00141711 0.000618001
threshold=90.740838818900016 48.680511450650009 46.177190236600005 -0.23378499999999999 47.833738492450003 0.085715000000000027 -0.15818499999999999 48.988717865950008 -0.23361999999999997 -0.093074999999999991 -0.52484999999999993 86.780739992750014 85.807518149550006 88.576630023850015 68.214248143850014 93.867515624600017 73.365333921800001 -0.080319999999999989 1.0000000180025095e-35 97.013011637200023 61.998532946250002 0.048965000000000009 37.020641110850008 83.011521693850014 -0.25276999999999999 75.922057603850007 -0.22866 40.496232821400007 40.380906245900007 0.082325000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -4 -5 6 7 -3 -9 10 -1 12 23 -13 -15 -16 -17 26 19 20 -11 -20 -22 24 -12 -19 -18 28 29 -23
right_child=-2 5 3 4 -6 -7 -8 8 -10 18 11 13 -14 14 15 16 17 25 21 -21 22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.040854712738846395 -0.027142754881585268 0.040093167347719921 -0.085269841530314694 -0.038395265231548098 0.023791254759377975 0.054428103708331226 -0.039076134762562428 -0.050760179211111159 0.025588487974965959 0.0033035912468745293 0.055937532365628789 0.082232258425445057 -0.036147829127581438 -0.048844525236570846 0.075638650638294253 -0.032644629833895857 0.012365448792653689 0.025661550331566169 0.035052941079797575 0.023959674671943598 -0.013189785413744888 0.034639050074995223 -0.074152634838207193 0.067073117621679487 -0.041798477999434917 -0.043778711476201493 0.072661707384154589 -0.0030955262494581528 0.080279844828736152 -0.0014253441702035401
leaf_weight=0.0016296022595364964 0.0019360635081456514 0.0030854817060230761 0.0016330004643116784 0.0019862105901657821 0.0023102363266502834 0.0017297883426863345 0.0015328241296971848 0.0023779525781226218 0.0033382027020802951 0.0022795305113911717 0.0010104081895925768 0.0017064735094027847 0.0042450243660852038 0.0022107080715017 0.0027546936317326409 0.0019283433207295531 0.0010975169183123244 0.0011285561838092458 0.0030556106580092992 0.0017168634697621709 0.0013698840094334558 0.0051690532313493484 0.0025513771187922864 0.0014026928980186426 0.0010194829937958715 0.0011634397111070782 0.0023671539788382989 0.12844502289581966 0.0023670814076410798 0.058822409940811018
leaf_count=67 329 17 58 36 17 19 114 29 31 37 49 9 31 29 25 26 35 7 11 35 15 61 47 13 95 50 28 950 18 612
internal_value=-0.000100058 0.000111539 -0.000403936 -0.0270756 -0.00495704 0.0101683 0.0027601 0.010046 -0.00617298 0.00028534 0.00969069 0.0134289 -0.00592092 0.0237765 0.0158912 0.0295996 0.0130968 0.0284191 -0.000796264 -0.0200304 -0.0322103 -2.65793e-05 -0.0528554 0.0314602 0.00685106 -0.00958701 0.0535614 -0.000576823 0.00429843 0.00148784
internal_weight=0.249371 0.247435 0.23537 0.00592945 0.00429645 0.0120642 0.0103345 0.00880164 0.00571616 0.229441 0.0236641 0.0220345 0.00767761 0.0143569 0.0126504 0.0104397 0.00768501 0.00575667 0.205777 0.00791766 0.00620079 0.197859 0.00392126 0.00343258 0.00202989 0.002292 0.00346467 0.194804 0.0663585 0.0639915
internal_count=2900 2571 2361 111 53 210 191 77 60 2250 464 397 188 209 200 171 146 120 1786 134 99 1652 62 157 144 57 63 1641 691 673
is_linear=0
shrinkage=0.1


Tree=954
num_leaves=31
num_cat=0
split_feature=1 2 0 4 0 3 2 1 3 2 4 0 3 0 3 2 3 4 4 3 0 3 2 1 4 4 0 3 1 2
split_gain=0.000116533 0.000116163 0.000541535 0.00136905 0.00126586 0.00102268 0.000995302 0.00203605 0.00224671 0.000706397 0.000893034 0.000618131 0.00058612 0.000797192 0.000760527 0.00102761 0.000970065 0.000948587 0.0012201 0.000916442 0.000848765 0.000848324 0.00100447 0.000613777 0.0005744 0.000986679 0.000620476 0.000769461 0.000570017 0.00182043
threshold=90.740838818900016 -0.068524999999999989 85.968825637350008 39.468990633150007 85.807518149550006 0.10500500000000003 -0.054494999999999995 62.079186690200011 0.090865000000000015 -0.011399999999999999 41.755948821900006 85.253695774650012 -0.2485 86.036037090600004 0.084795000000000023 -0.036264999999999999 0.09642000000000002 39.344049039350004 41.322103772800006 0.090025000000000022 88.028184565250015 0.076080000000000023 -0.0086649999999999991 61.987779113750001 38.386256906100009 38.938637541200009 96.943111725850017 -0.1444 62.046925192600007 -0.026349999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 7 -4 -9 10 -5 -11 -8 -14 21 -16 17 -17 20 -20 -19 24 -23 -18 -15 -26 27 -27 -25 -30
right_child=-2 2 6 4 -6 -7 12 8 -10 11 -12 -13 13 14 15 16 23 18 19 -21 -22 22 -24 28 25 26 -28 -29 29 -31
leaf_value=-0.0013680538927719726 -0.024610279677886621 0.03248718554949203 0.097618693191995856 0.081567222581066634 -0.10006968137769874 -0.10002836684990267 -0.052687141944763843 -0.041576477179875913 0.0540021501021287 0.0086329770722182973 -0.024388167299962574 -0.090867825968291085 0.074649317653220942 0.032783447042109122 -0.054392193246181358 -0.080940865295536846 0.085327311157403871 -0.023955747779496276 -0.012823800926560814 -0.10005484786657191 0.058936457094766026 0.084368790785089631 -0.0036575973904319813 -0.05307897669604137 -0.089009691952618403 0.027102083377121007 0.042079436879008919 -0.069068994329967562 0.094343417668261584 -0.0034368322125570452
leaf_weight=0.16850411106402852 0.0019225213180427128 0.0041846410387763574 0.0034482744704291699 0.0017570138387554843 0.0023370041243610529 0.0011716442206044508 0.0019724362135703144 0.0047088419199454445 0.0051482715296025106 0.0013556531060725128 0.0014535392425732707 0.0011573861696952265 0.0015015603411683417 0.0039381108441982893 0.0042395094306720829 0.0021989974909505565 0.0012036137302402486 0.0020479752165556428 0.0036141498325590196 0.0018063138619988095 0.0031127840965900558 0.0033380805070515329 0.0021193532906420001 0.0012651068652758122 0.0014321504089593873 0.0015575884485592433 0.0024372280370532629 0.0017857929112200354 0.0024299495689774639 0.0087971218543484997
leaf_count=1611 329 38 13 12 27 18 40 30 34 90 37 17 5 47 36 39 11 10 48 31 43 27 70 14 10 16 37 30 13 117
internal_value=-8.58665e-05 0.000105776 0.00330942 -0.0149598 -0.0364658 -0.0149085 0.00713319 0.0314802 0.00834328 0.00251586 0.0335972 -0.0371924 0.000756005 0.00291499 0.000638896 -0.00868293 -0.00136367 -0.0211789 -0.00875909 -0.0418927 0.0260418 0.0178788 0.0501844 0.0171269 0.0020678 -0.0147027 0.0037069 -0.0242656 0.0105558 0.0177264
internal_weight=0.247947 0.246024 0.0775201 0.0134169 0.00923224 0.00689524 0.0641032 0.0133054 0.00985711 0.00572359 0.00321055 0.00251304 0.0507978 0.0488254 0.0473238 0.0307155 0.026476 0.0127802 0.0105812 0.00542046 0.00516076 0.0166083 0.00545743 0.0136958 0.0111509 0.00721276 0.00578061 0.00334338 0.0124922 0.0112271
internal_count=2900 2571 960 239 201 174 721 77 64 156 49 107 644 604 599 362 326 171 132 79 53 237 97 155 140 93 83 46 144 130
is_linear=0
shrinkage=0.1


Tree=955
num_leaves=31
num_cat=0
split_feature=4 1 0 4 1 4 1 0 1 4 3 0 3 3 3 3 2 2 2 3 2 4 1 0 0 2 2 3 3 1
split_gain=0.000109513 0.000591597 0.000387088 0.000332461 0.00015681 0.000982475 0.000614719 0.000388191 0.000401567 0.000378869 0.00120329 0.000922688 0.00080409 0.000583509 0.00159418 0.00122137 0.00114193 0.00184839 0.00219723 0.00152871 0.00113691 0.00108288 0.0011188 0.00106967 0.00116837 0.000834805 0.00100299 0.000817507 0.00163453 0.000757209
threshold=33.96174662340001 68.579878449600017 94.230457472250009 34.542090938800008 69.873026810350026 36.372781240150012 70.085415002650009 93.262612545250008 68.321786469100019 38.592454371550012 0.088395000000000015 90.259604813550013 0.10236000000000002 0.083415000000000031 0.082775000000000029 0.085765000000000022 -0.065399999999999986 -0.077279999999999988 -0.079824999999999993 -0.038009999999999995 -0.083330000000000001 43.411469133450005 63.431481129800005 90.337570099350003 90.837623311600012 -0.087910000000000002 -0.10518999999999999 0.08784500000000002 0.08883000000000002 61.82916008405001
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -6 -7 8 9 10 11 -5 -12 14 16 20 17 18 25 -18 -15 22 27 -24 -25 26 -11 -17 -29 -30
right_child=3 2 -4 4 5 6 -8 -9 -10 13 12 -13 -14 15 -16 21 19 -19 -20 -21 -22 -23 23 24 -26 -27 -28 28 29 -31
leaf_value=-0.066887919980854124 0.040471046489150252 0.053572373840145529 -0.027689573781322769 0.0030576725407115649 -0.078297843684548341 -0.054140712205719616 -0.00048808647056906314 0.027755828880645508 -0.035045106652252273 -0.0065576455935568816 0.056531374230717892 -0.075777010032867353 0.0064933561730016638 -0.00032755054189966047 0.05829717374009117 0.020722108386439533 -0.0086516998834385798 -0.058954269910504502 0.099660033873243931 0.073814815780374562 -0.070465608302164223 0.037662356281064381 -0.071192834294520863 0.058373692358099971 -0.050594256207214972 -0.044874962480136865 0.051482491200060168 -0.059185780008691041 -0.037259201500297337 0.0036979844297729647
leaf_weight=0.0014598930431685459 0.0020316590489744815 0.0012094283520127647 0.0011375153331058215 0.0058348769569497305 0.0017433812777313531 0.0022082938767198348 0.064760172832958818 0.0054395612948834318 0.0031002456795476965 0.016632186232663018 0.006748312817138169 0.0019913084963718575 0.0061275124558051175 0.0041518051732527539 0.0056636605265794051 0.014521293729624303 0.0044239911432875385 0.0056574820380248516 0.0022016959469510792 0.0045698144711359117 0.005212783797889739 0.0065752672851464153 0.0046411710930365502 0.0018229232900921488 0.0021380432745942701 0.0042584590747474496 0.0036266616386327879 0.0052207613530308441 0.0050149956436438608 0.045179153860929869
leaf_count=72 36 10 134 66 85 20 1336 68 19 186 29 15 26 25 20 44 111 17 5 34 32 49 37 13 28 20 32 33 50 248
internal_value=-7.61533e-05 -0.016905 0.0141864 0.000189128 -0.000152629 -0.00418662 -0.00225729 0.00147066 0.000605762 0.00128712 0.0139226 -0.0170012 0.0327186 -0.000561335 0.00853962 -0.00509205 0.00172773 -0.00702881 0.00396589 0.0332501 -0.0393698 -0.00132066 -0.00458433 -0.038616 -0.000444827 -0.00462761 0.00383248 -0.000398448 -0.00593302 -0.000394128
internal_weight=0.245304 0.00380684 0.00234694 0.241497 0.239466 0.0687118 0.0669685 0.170754 0.165314 0.162214 0.020702 0.00782619 0.0128758 0.141512 0.047034 0.0944782 0.0413703 0.0323765 0.026719 0.00899381 0.00936459 0.0851136 0.0785383 0.00860214 0.00396097 0.0245173 0.0202588 0.0699362 0.0554149 0.0501941
internal_count=2900 216 144 2684 2648 1441 1356 1207 1139 1120 136 81 55 984 425 559 405 260 243 145 57 502 453 78 41 238 218 375 331 298
is_linear=0
shrinkage=0.1


Tree=956
num_leaves=31
num_cat=0
split_feature=3 2 2 1 2 4 2 3 2 2 1 4 4 4 3 2 3 1 1 1 1 2 1 2 2 4 4 1 2 1
split_gain=9.92716e-05 0.000452429 0.000556436 0.000445597 0.000346849 0.000465275 0.000603756 0.000278562 0.000154838 0.000164728 0.000500681 0.000559271 0.000705586 0.000414287 0.000310185 0.000261606 0.000180235 0.000224259 0.000926815 0.000878266 0.00163709 0.00042705 0.00138545 0.000768692 0.00107246 0.00093682 0.000473593 0.00144326 0.00232653 0.00131739
threshold=0.11614000000000002 -0.033594999999999993 -0.074434999999999987 67.649671936450019 -0.59967499999999996 41.134354310300004 -0.15758999999999998 0.11308000000000003 -0.61225999999999992 -0.29600999999999994 78.285212300550015 39.646013290900008 41.21013581150001 42.871500973550006 0.096995000000000012 -0.26138499999999998 0.11048000000000002 62.095317438950012 62.079186690200011 62.132955852800002 62.154463517850012 -0.14143499999999998 61.86411003975001 -0.11808 -0.096499999999999989 43.740100730350001 41.902916368500009 62.036171360100006 -0.082314999999999985 62.041548276350007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 -3 -2 6 -6 8 -1 10 11 14 -13 -14 -10 -11 17 18 21 -19 -21 22 -17 -23 -25 26 29 28 -28 -26
right_child=1 3 -4 -5 5 -7 -8 -9 9 15 -12 12 13 -15 -16 16 -18 19 -20 20 -22 23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.023750109869860984 -0.053266595477812012 0.048471605098220252 -0.065563291899970247 -0.028348285401137232 0.016407750477783169 0.03765350244221366 -0.067788786066214801 0.032659127261012673 -0.10003601150802077 0.042611336539421972 0.033672413896998481 0.028205638388118365 -0.084667106669125136 -0.010375483627864442 -0.025014238265068496 -0.0031424530038161856 -0.022454798746863465 0.029690030598855402 -0.041816945088201239 -0.084948162116836867 0.0020719197518956319 0.046664757207874878 -0.10003215903464389 -0.045641388937738954 0.014329485696766175 0.046235916328741404 0.00083402878685899854 0.051919152723327616 -0.086655286059321934 -0.043130373381008558
leaf_weight=0.0027183872266679501 0.0013170204232730862 0.0022425469365318835 0.0020881837187775041 0.0011383857442760861 0.0019817487857256367 0.0023746007493891108 0.0014935313423417767 0.0026464113115682855 0.0012223587458898739 0.0014532858692999076 0.0018899027033177545 0.0028760156936631365 0.001262319466320605 0.0018517346246713293 0.0010036179374139365 0.0088873467938665879 0.0035035091922823993 0.011249828350814006 0.0059200984026688266 0.0022029919176347326 0.11588178135425792 0.0036949316588277261 0.0017696994440283284 0.0048051675409176977 0.029108040482522621 0.0047164665544143771 0.0094863479184275797 0.0027619178489910181 0.004472473799951482 0.0046239507159953055
leaf_count=41 20 34 28 31 11 27 38 30 33 21 102 28 22 33 11 157 36 38 27 11 1671 16 32 36 147 30 40 25 104 20
internal_value=-7.16058e-05 -0.00870127 -0.0201379 0.0226058 -0.00690254 0.0035357 -0.0197764 0.000402484 2.70282e-05 -0.000260042 -0.0127367 -0.023412 -0.00750738 -0.0404905 -0.0662112 0.000327681 3.92967e-05 0.000415324 -0.0037375 0.00299197 0.000448471 -0.000704472 -0.0192319 0.00239667 -0.000330625 0.00361589 -0.000368358 -0.0141295 -0.027198 0.00645294
internal_weight=0.242645 0.012636 0.00925509 0.00338093 0.0071669 0.00584988 0.00347528 0.230009 0.227362 0.224644 0.0101059 0.00821605 0.00599007 0.00311405 0.00222598 0.214538 0.213085 0.209581 0.0802464 0.129335 0.118085 0.0743263 0.010657 0.0636693 0.0599744 0.0551692 0.0504527 0.0167207 0.0139588 0.033732
internal_count=2900 189 124 65 96 76 49 2711 2681 2640 229 127 83 55 44 2411 2390 2354 634 1720 1682 607 189 418 402 366 336 169 144 167
is_linear=0
shrinkage=0.1


Tree=957
num_leaves=31
num_cat=0
split_feature=1 0 3 2 2 0 2 4 2 1 4 1 1 0 0 3 2 3 0 4 1 2 1 0 2 0 2 2 4 2
split_gain=0.000104479 0.000498333 0.000771749 0.000626732 0.00166775 0.000685761 0.00111067 0.000641222 0.000976003 0.000636443 0.0005612 0.000698016 0.000547154 0.000632972 0.000465911 0.00142576 0.00170535 0.00112206 0.00111483 0.0010454 0.000896638 0.000814053 0.000449991 0.000594954 0.000662849 0.000505579 0.000520969 0.000683666 0.000447323 0.000436249
threshold=68.961639504150014 93.262612545250008 -1.0000000180025095e-35 -0.060760000000000002 -0.069554999999999992 97.152811460000024 -0.042409999999999996 38.238138001450004 -0.117115 76.919475570250015 44.710446918150005 82.393176323850014 69.873026810350026 94.776214472700005 97.483491810050012 0.090390000000000012 -0.096499999999999989 0.09495000000000002 97.835679825150024 42.34047585750001 71.52105164435001 -0.11131999999999999 68.214248143850014 91.625341543800019 -0.053019999999999991 90.337570099350003 -0.053019999999999991 -0.117115 43.812290675100009 0.06041500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 2 -2 4 7 6 -5 8 -3 -7 11 29 -8 -14 15 16 19 -17 -16 -9 -21 -19 23 25 -25 -1 27 -27 -22 -11
right_child=1 3 -4 5 -6 9 12 14 -10 10 -12 -13 13 -15 18 17 -18 21 -20 20 28 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-4.7439713371730365e-05 -0.00068490476942936979 0.0018397485265215447 -0.10001996295401372 0.080282781970171219 -0.10003887054410071 -0.04854285630854166 0.061438260156736785 -0.081238511546699366 -0.10002654827928686 -0.020240521731621205 0.055428022440385243 -0.062080428891548203 -0.057638069245127703 0.014936715649494007 0.053735487989516079 0.036183910815596819 -0.10003643178215459 0.011639980474160677 -0.0016197119083798659 -0.051455154287365794 0.087638102721777647 -0.10002658633925915 0.031724709611709194 -0.10002299951423353 -0.0057724047808549997 0.0063341699993374849 -0.0088909228758075817 0.077295299501817669 0.011373181504047754 0.032388516826386618
leaf_weight=0.14777286132092909 0.0019000203898479897 0.0021095957793917019 0.0013293048702467103 0.0031388317061669122 0.0018881780747644549 0.002574068155462351 0.0016669633623678558 0.0015269276328471748 0.001697323967202867 0.0026979914172331485 0.0019448418084727836 0.0016664799522025072 0.0015894030621295746 0.0049272044947361593 0.0044122931248677935 0.0067726877773512939 0.0031738712094928692 0.0013881177099429598 0.020739463168688747 0.0014237051240968412 0.0013514245365513489 0.0012324839181859885 0.0047344589184241661 0.0012273621524611089 0.0019033293214568694 0.0025920753519130812 0.002913721400082947 0.0028510379761428339 0.0017847785626132207 0.0037839978101623373
leaf_count=1075 32 149 54 21 35 68 10 17 92 34 62 163 38 53 27 34 47 16 507 23 3 25 34 40 34 26 27 18 62 74
internal_value=-8.14847e-05 -0.00312744 -0.0415747 -0.00143799 -0.00786682 0.0118273 0.0297106 -0.00421154 -0.0435776 -0.00415716 0.00716239 -0.00435744 0.0103135 -0.0027643 -0.000790457 -0.0127657 -0.0406092 0.0146848 0.00809108 -0.00962198 0.0143595 -0.0408774 0.00134347 0.000440306 -0.0427226 0.0013058 0.025235 0.0435028 0.0442366 0.0104828
internal_weight=0.240715 0.07672 0.00322933 0.0734906 0.0495009 0.0239898 0.0113224 0.0476127 0.00380692 0.0126674 0.0100933 0.00814847 0.00818357 0.00651661 0.0438058 0.018654 0.00926071 0.00939329 0.0251518 0.00608684 0.00455991 0.0026206 0.163995 0.15926 0.00313069 0.15613 0.00835683 0.00544311 0.0031362 0.00648199
internal_count=2900 1646 86 1560 1037 523 122 1002 241 401 333 271 101 91 761 227 152 75 534 105 88 41 1254 1220 74 1146 71 44 65 108
is_linear=0
shrinkage=0.1


Tree=958
num_leaves=31
num_cat=0
split_feature=2 4 2 3 2 4 2 2 1 3 3 3 3 4 1 3 1 0 0 1 3 0 1 2 1 2 2 1 2 1
split_gain=0.000104014 0.000179177 0.000124187 0.000424228 0.000205296 0.000524138 0.000565123 0.000307643 0.000782374 0.000199937 0.000152565 0.000733678 0.000417786 0.00167686 0.000663448 0.000525785 0.000513811 0.000717449 0.000352566 0.000336775 0.000321193 0.000316743 0.00102398 0.000566179 0.00114225 0.000821895 0.000625494 0.000589779 0.000303879 0.000836481
threshold=-0.62958999999999998 40.580626202750004 -0.59309999999999985 0.093760000000000024 -0.50001499999999999 40.712530798250008 -0.58180999999999994 -0.26138499999999998 62.305017173150013 0.43644500000000008 -0.15684499999999998 -0.23472499999999999 -1.0000000180025095e-35 41.468518788800004 75.085947125300024 -0.093074999999999991 57.960468834350003 83.680947768350009 86.036037090600004 68.214248143850014 0.048965000000000009 101.15323715815002 73.365333921800001 -0.079824999999999993 58.549241164900003 -0.048664999999999993 -0.23361999999999997 65.036490633650018 -0.11808 77.172190634500012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 -4 8 -6 10 11 21 13 14 15 19 -14 -18 -17 -12 -19 22 23 24 26 -25 -9 -26 29 -22
right_child=2 -3 4 -5 7 -7 -8 9 -10 -11 12 -13 16 -15 -16 18 17 20 -20 -21 28 -23 -24 25 27 -27 -28 -29 -30 -31
leaf_value=0.0082942565926651824 -0.018915945792772074 -0.039058831190275894 0.036100132718206814 0.042119087694710546 0.071610701262101062 -0.065099021244234598 -0.054173658243999348 -0.023891655760090204 -0.018745408213882025 -0.033686710322268228 0.014235642308115391 0.035739284413731379 0.039807754916125988 -0.076909466444469901 -0.051197854155315518 0.026813724171776149 -0.061254149105782918 0.033323323902724654 -0.030051071295200005 0.071245843376757337 0.018086074130211082 -0.044308288679883789 0.082571589594534978 0.072416707882365525 -0.10003127148949714 -0.011272052444614633 0.039542701690830351 -0.021827982152178634 -0.0018496155016246765 -0.03683383289558019
leaf_weight=0.0014443960192535603 0.0019732201374959282 0.0017885262646749854 0.0019608625899147029 0.0026929196589318138 0.0020004230128996387 0.001706635899402658 0.0010728811812220291 0.0032452152485532787 0.0018395027887075795 0.0017711675825828879 0.0023409058512048045 0.0066884655628247349 0.0032509020034806871 0.0035527796958275864 0.0019096778412771099 0.0017204305290775311 0.0019108689808919879 0.0029058097773741734 0.0029769532273280497 0.0018590853214845993 0.019957136287699663 0.0016846910118651142 0.0014141498849298264 0.0019221204920540913 0.0020206484876751068 0.0030130009253129834 0.0029835412831104016 0.0018447898548836217 0.14985119630574528 0.0032208812554491628
leaf_count=28 53 21 26 31 19 67 40 42 41 24 34 99 36 159 49 21 66 11 30 12 146 76 36 12 47 64 16 51 1319 224
internal_value=-8.76172e-05 -0.0179026 0.000157162 0.0163086 -0.000169623 -0.0207652 0.00417488 0.000262593 0.0283259 -0.000222721 4.63558e-05 0.00743221 -0.000891407 -0.0173099 0.00228328 0.0137621 0.000410474 -0.000309682 -0.00922417 0.0394707 0.000352249 -0.00301181 0.00121916 -0.00643552 -0.0200068 0.0213229 0.00649306 -0.0627086 -0.000201459 0.0104543
internal_weight=0.238524 0.00323292 0.235291 0.00466614 0.230625 0.00474038 0.00303374 0.225884 0.00383993 0.222044 0.220273 0.0248166 0.195457 0.0143598 0.0108071 0.00889737 0.181097 0.177846 0.00469738 0.00419999 0.175935 0.0181282 0.0164435 0.0150293 0.0100942 0.00493512 0.00622876 0.00386544 0.173029 0.023178
internal_count=2900 49 2851 84 2767 133 66 2634 60 2574 2550 443 2107 305 146 97 1802 1766 51 46 1700 344 268 232 156 76 58 98 1689 370
is_linear=0
shrinkage=0.1


Tree=959
num_leaves=31
num_cat=0
split_feature=1 4 0 3 3 3 3 4 3 3 0 4 1 3 2 2 2 1 0 1 1 1 1 1 0 0 0 0 2 3
split_gain=0.000103921 0.000143606 0.00036454 0.000593008 0.00164162 0.000805313 0.000629434 0.000348581 0.000659388 0.000782697 0.000244171 0.000501413 0.000297674 0.000246458 0.000513445 0.000357104 0.000677132 0.00117089 0.000599649 0.000570547 0.000563525 0.000335161 0.00100262 0.000246436 0.00121252 0.00101425 0.00114804 0.000903409 0.000491722 0.00182902
threshold=90.740838818900016 48.680511450650009 71.249517373150013 -0.52484999999999993 -0.25095999999999996 -0.17732499999999998 0.079095000000000013 46.177190236600005 -0.16319499999999998 0.075725000000000028 75.994645973400011 41.24714903835001 57.960468834350003 -0.093074999999999991 -0.24103499999999997 -0.048664999999999993 -0.074434999999999987 71.666228383350017 86.036037090600004 75.085947125300024 68.214248143850014 60.990361147350008 59.74022811670001 66.697957758300021 90.437043050150024 92.031298721500022 90.259604813550013 90.837623311600012 -0.060760000000000002 0.083565000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 -4 -5 -6 -7 10 -9 -10 11 -1 -12 14 -14 16 17 18 -16 20 -17 22 -15 24 -23 26 -25 -26 29 -27
right_child=-2 2 3 4 5 6 -8 8 9 -11 12 -13 13 21 15 19 -18 -19 -20 -21 -22 23 -24 25 27 28 -28 -29 -30 -31
leaf_value=-0.085003436043861944 -0.023490580562489153 -0.026636708068060018 0.075776276566180453 -0.1000417735983779 0.082871775506342449 -0.03472987220556762 0.03753999702558608 -0.073486518225710382 0.06648241072047012 -0.031860269052650714 0.036057847560442509 0.011067493058397611 -0.054467276036862106 -0.10002634831074882 0.029340085121962851 -0.015158612107400694 0.075142877812667555 0.055860251853185362 -0.040764464977769539 -0.057969863033037652 0.044529453956165255 -0.00012827116318277931 0.030347520854914503 0.018085733100577834 0.090263615636199307 -0.066589333611949506 -0.10003340548406039 0.011274531610421816 0.010108055916489719 -0.00097521395007716229
leaf_weight=0.0010049050601355571 0.0018814967889701486 0.0021133554303105493 0.0015542947512585678 0.0011906391987704951 0.0018819800705500728 0.0021433046053512504 0.0027532020788367806 0.0018735151199586273 0.0011824113284721162 0.0025647211996475475 0.0023305510394360787 0.0011825876601932518 0.0011468243161535238 0.0012476186431027983 0.0018703611565694042 0.0036187108602660726 0.0022290880335376064 0.0038464730870121921 0.0035096137631640545 0.0014781505584611776 0.0028100212075989894 0.12130350379187144 0.0011188636670667051 0.0012873713793532865 0.0026096174256018392 0.0048438318134633443 0.0022803615202223668 0.0032526760890760897 0.020327918722818986 0.034560401732594156
leaf_count=82 329 18 4 14 8 113 53 46 22 43 25 122 60 31 30 38 14 46 37 59 30 635 11 36 24 115 47 25 324 459
internal_value=-8.23025e-05 0.00010502 0.0109355 0.0192732 0.00825283 0.0272748 0.00590595 -0.00045893 -0.0250472 -0.00082814 0.000175432 -0.0330662 0.000512591 0.000124293 0.0105462 0.014397 0.0256796 0.0137294 -0.0163925 -0.00194945 0.0109312 -0.000984165 -0.0383861 -0.000519457 0.00201836 -0.00561778 -0.0574116 0.0464368 -0.00252419 -0.00904094
internal_weight=0.236998 0.235117 0.0116368 0.00952342 0.00796913 0.00677849 0.00489651 0.22348 0.00562065 0.00374713 0.217859 0.00218749 0.215672 0.213341 0.0205092 0.0193624 0.0114555 0.00922645 0.00537997 0.00790688 0.00642873 0.192832 0.00236648 0.190466 0.127166 0.0632999 0.00356773 0.00586229 0.0597322 0.0394042
internal_count=2900 2571 210 192 188 174 166 2361 111 65 2250 204 2046 2021 314 254 127 113 67 127 68 1707 42 1665 684 981 83 49 898 574
is_linear=0
shrinkage=0.1


Tree=960
num_leaves=31
num_cat=0
split_feature=4 1 0 4 1 4 1 1 1 1 0 3 1 4 2 2 2 3 3 2 0 3 2 4 2 2 0 0 4 0
split_gain=0.000110451 0.00046662 0.00032771 0.000248819 0.000116633 0.00108336 0.000480025 0.000337234 0.000622574 0.00101105 0.000624888 0.0009254 0.000533737 0.000307513 0.00115589 0.00214784 0.00105487 0.000839633 0.00166808 0.00110866 0.000919185 0.000809545 0.000732407 0.000743533 0.000674958 0.00093707 0.000960805 0.00201603 0.00109052 0.00171533
threshold=33.96174662340001 68.579878449600017 94.230457472250009 34.997818021800008 69.873026810350026 36.372781240150012 70.085415002650009 70.182199495350019 70.865067860500019 70.96454081135002 95.141844778450022 -0.089509999999999992 70.343506983200015 41.028010303750008 -0.058529999999999992 -0.033594999999999993 -0.024989999999999998 0.09310000000000003 0.10236000000000002 -0.075174999999999992 85.839779647100016 0.090720000000000023 -0.065399999999999986 41.395309858300003 -0.076709999999999987 -0.079074999999999993 89.057864029250013 86.866770652900016 42.102795028150005 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 -1 -3 -2 13 -6 -7 -8 12 -10 11 -11 -9 17 22 -16 -17 21 20 -20 -19 -5 23 -15 25 26 27 28 -25 -30
right_child=3 2 -4 4 5 6 7 8 9 10 -12 -13 -14 14 15 16 -18 18 19 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.063807641682566751 0.029532271454980993 0.050258881282595647 -0.028053235809062313 0.0017722564128677936 -0.10002433903305896 -0.050560460641493957 0.03257032245426085 -0.007763791360803571 0.067638573975103727 0.015868185222947355 0.0011522350014436546 -0.079406731153168666 -0.079291272527127962 -0.033924916151917651 -0.083801256809243219 0.051845145605786971 -0.019187004470970437 0.0053482519205232644 -0.029678748242294453 0.02414758034844906 0.072352611773207606 -0.050461322959458099 0.042001915930700094 0.032386912164246655 -0.023405010016487718 0.055158390754595714 0.029669887284131155 -0.046667916736281782 -0.012341919057334255 0.049532617075666009
leaf_weight=0.0013485553342694307 0.0028537329232399813 0.0010744930350483628 0.0010629983845732312 0.028529227743390229 0.0011482366102587563 0.001975282765869237 0.0029401109393262228 0.0023847335176165841 0.0021685558647046568 0.001765613357939233 0.048788971330633868 0.0024123647228174996 0.0018545178761287424 0.0058216972289670812 0.004640950603405746 0.0026509336261905094 0.0098924349110219873 0.0028922230481214228 0.0068855156592917419 0.0086133109957415854 0.0070088803281471712 0.0033115838546535761 0.0044910650144391875 0.011893361388956691 0.0085536503488015114 0.0037246048984620464 0.011659983174948985 0.0085115455132438456 0.028937448222723428 0.0053012949026118852
leaf_count=72 60 10 134 220 68 20 23 21 9 42 1056 113 72 33 34 23 222 19 39 50 37 20 18 46 21 9 93 38 261 17
internal_value=-7.9243e-05 -0.0177467 0.0113134 0.000186674 -0.000179409 -0.00374659 -0.00202705 -0.000488613 -0.00212562 0.000713759 -0.00202626 -0.0391436 -0.0390545 0.00124988 -0.00193762 -0.0256796 -0.00417497 0.00715697 0.0207172 0.000234672 0.0527799 -0.00366026 0.00265195 0.000558167 0.00311283 0.00635187 0.00361016 -0.00195052 0.00630001 -0.00276169
internal_weight=0.235098 0.00348605 0.00213749 0.231612 0.228758 0.0654384 0.0642902 0.0623149 0.0593748 0.0551355 0.0529669 0.00417798 0.00423925 0.16332 0.106079 0.0171843 0.0125434 0.0572407 0.0253999 0.0154988 0.0099011 0.0318408 0.0888947 0.0844036 0.0785819 0.0700282 0.0663036 0.0546437 0.0461321 0.0342387
internal_count=2900 216 144 2684 2624 1424 1356 1336 1313 1220 1211 155 93 1200 815 279 245 385 145 89 56 240 536 518 485 464 455 362 324 278
is_linear=0
shrinkage=0.1


Tree=961
num_leaves=31
num_cat=0
split_feature=1 4 1 4 0 1 4 2 1 2 2 4 0 2 0 3 0 0 3 2 0 0 4 0 2 3 2 0 2 3
split_gain=9.70321e-05 9.35869e-05 0.000395722 0.000284991 0.000271564 0.000106712 0.000722496 0.000412337 0.000731719 0.00119995 0.000861262 0.00144127 0.000786019 0.000548316 0.000426728 0.00136978 0.000567266 0.000728989 0.00065552 0.000554631 0.000523077 0.000481314 0.000338516 0.000325024 0.0013687 0.00158577 0.000496029 0.00082234 0.00129929 0.000473951
threshold=55.583871847050013 33.96174662340001 68.579878449600017 34.542090938800008 94.230457472250009 69.873026810350026 36.372781240150012 -0.079824999999999993 75.28220456885002 -0.096499999999999989 -0.101965 39.468990633150007 94.230457472250009 -0.079074999999999993 102.21786657775002 0.086355000000000029 97.550703263350016 98.201310130900012 0.087405000000000024 -0.094344999999999998 100.53758024625002 100.53758024625002 44.086690780350004 94.964406541850011 -0.060760000000000002 0.091385000000000022 -0.074434999999999987 97.32487278035002 -0.046474999999999995 0.076825000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -4 -5 -7 8 9 10 11 -8 -13 -9 16 -16 -10 -18 21 20 -20 -19 -14 24 -15 -26 -25 29 -29 -28
right_child=1 3 4 5 -6 6 7 13 14 -11 -12 12 22 23 15 -17 17 18 19 -21 -22 -23 -24 26 25 -27 27 28 -30 -31
leaf_value=-0.030860912344343457 -0.059867513037454828 0.038345290386053249 0.046408504114345189 0.0013593013741623888 -0.025448738287407669 -0.073257413212052314 -0.10004796371728027 0.061872655040560637 -0.026499211481273367 -0.082101192140363433 0.041756684864177988 0.05582095698200943 -0.054125772437073928 -0.10003435853283896 0.0044783361566126485 -0.10002068279840236 0.066347588559397902 -0.061585125489949794 -0.038824627121940056 0.080032998423219204 0.047154016456352615 0.0093117962238391701 0.0026574163808520336 0.045506615453873731 -0.072871124494920544 0.076079266328832523 0.00061329425845676414 -0.093560280622293907 0.0002115476919776673 0.054396121604769788
leaf_weight=0.0010194023950630673 0.0012964052535910943 0.0019525263690153274 0.0010486974542800453 0.16097281183225542 0.0010550552818788506 0.0014490399834415765 0.0020103595548267269 0.0017170014868401742 0.0029556824469539915 0.0030952889048964831 0.002372934290619356 0.0016809775230810847 0.0020532248032729683 0.0014712840716002012 0.0061944565126691581 0.001572876816601833 0.002857684398185901 0.0017272427605878882 0.0013245099325303062 0.0016469134148309177 0.0015191949652546555 0.0021489467899610259 0.0021484565358805552 0.0031175642066842936 0.001175212380106312 0.0018242488372066656 0.0029078400705842026 0.0017100448434844073 0.010871372386656709 0.0037535110262751914
leaf_count=115 72 36 10 1092 134 85 33 7 54 79 15 28 32 15 277 110 24 26 25 12 17 20 64 23 64 24 24 47 297 39
internal_value=-7.64684e-05 5.90129e-05 -0.0164092 0.000304354 0.0103713 -2.38955e-05 -0.00343335 -0.0018489 -0.00907443 -0.0275246 -0.0110692 -0.0269506 -0.00197007 0.00708777 0.00215769 -0.0166826 0.0124777 0.0227412 0.00784744 0.0338528 0.00710782 -0.0222801 -0.0250907 0.00358192 -0.0210324 0.0177193 0.00850332 0.00250834 -0.0125338 0.0309186
internal_weight=0.232651 0.231631 0.00340016 0.228231 0.00210375 0.226279 0.0653059 0.0638568 0.0353087 0.0133612 0.010266 0.00789302 0.00588266 0.0285481 0.0219475 0.00776733 0.0141802 0.0112245 0.00836681 0.00449062 0.0028437 0.00387619 0.00420168 0.0268311 0.00447075 0.00299946 0.0223603 0.0192428 0.0125814 0.00666135
internal_count=2900 2785 216 2569 144 2533 1441 1356 816 251 172 157 124 540 565 387 178 124 100 54 42 46 96 533 103 88 430 407 344 63
is_linear=0
shrinkage=0.1


Tree=962
num_leaves=31
num_cat=0
split_feature=3 3 1 4 4 3 2 3 3 3 1 2 4 3 4 1 0 2 3 4 2 2 2 1 2 2 3 0 0 0
split_gain=9.02365e-05 0.000461195 0.00231018 0.00102077 0.000624001 0.000519635 0.00243993 0.000987814 0.00164176 0.000715303 0.00249988 0.00109339 0.00127784 0.000353344 0.000342649 0.000552327 0.000387643 0.000364992 0.00140117 0.000891561 0.00112813 0.000742429 0.000654712 0.00146319 0.00132607 0.00105755 0.000737721 0.000874068 0.000882992 0.00121081
threshold=0.079785000000000009 0.082620000000000013 61.966271448700006 43.082598263550004 44.157169339850007 0.083415000000000031 -0.088099999999999998 0.083905000000000021 0.084365000000000009 0.085765000000000022 63.565904036300005 -0.09715 43.061965423550006 0.07933500000000003 37.858673296900008 67.980352286500008 88.576630023850015 -0.12835499999999997 0.087205000000000019 40.259171735100004 -0.22699 -0.50001499999999999 -0.08756499999999999 75.465019721650009 -0.090694999999999998 -0.085734999999999992 0.087265000000000023 85.737618238150006 85.968825637350008 88.232507383150008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 -2 -4 -5 6 -3 -7 -9 10 -10 -12 -13 -1 15 16 -11 18 -16 20 21 -20 23 24 26 -24 -19 -28 -29 -30
right_child=1 5 3 4 -6 7 -8 8 9 14 11 12 -14 -15 17 -17 -18 22 19 -21 -22 -23 25 -25 -26 -27 27 28 29 -31
leaf_value=0.0017442233731318299 0.060783240631724959 -0.059630575503338092 -0.078421386232484513 0.031218406639686936 -0.048233351002894817 -0.049493091981224493 0.054794411075886479 0.074578676694122034 -0.1000723358137225 -0.0063468568941171966 0.048711270979688893 -0.077513009402978561 0.05443751863540619 0.040795163549130126 0.093879066226494348 -0.012467773950559671 0.035911351481878254 -0.055163384570926857 -0.042418660966411149 0.01527724963621214 -0.10005753657035135 0.051453663257919183 0.042298943278678634 0.043885634467636811 -0.080210770912736165 -0.0027003172786509585 -0.056281037041602089 0.055393499044607108 -0.069884028862565228 0.016665658902655391
leaf_weight=0.051311096393102107 0.0026454772146280213 0.0025771504401485984 0.0045635259466782537 0.0019523362410467371 0.0020023121100734478 0.0041258480138143252 0.0067298624885167163 0.0029029542451446113 0.0031946770759621185 0.0028578816301796138 0.0032727910423844125 0.0021742292505998332 0.001107915297105618 0.0024266282787085971 0.0018406074658487833 0.0055454222380441299 0.0090284863006218075 0.0037204226455607127 0.0018720447461047108 0.014487113838098925 0.0016930646334838212 0.0015320016371447309 0.0056361974228362329 0.0032709712020163066 0.003950528037013872 0.071177934646402069 0.0026309370101371696 0.002876247410341648 0.0023208263394280948 0.0053253206560253119
leaf_count=1098 12 33 59 16 47 37 31 25 25 44 33 34 28 36 14 209 37 17 40 159 20 10 27 39 40 617 33 13 18 49
internal_value=-8.14378e-05 -0.001171 -0.020845 -0.0461962 -0.0090095 0.000153282 0.0231097 -0.00121154 9.54026e-05 -0.00135074 -0.0275391 0.00781135 -0.032972 0.00350764 0.000476071 0.0135928 0.0257511 -0.00139298 0.0104613 0.00262134 -0.0333496 -0.00017113 -0.00390985 -0.0182917 -0.0280582 0.00060148 -0.0158481 -0.00472771 0.00816228 -0.00960467
internal_weight=0.230753 0.177015 0.0111637 0.00851817 0.00395465 0.165851 0.00930701 0.156544 0.152419 0.149516 0.00974961 0.00655494 0.00328214 0.0537377 0.139766 0.0174318 0.0118864 0.122334 0.0214248 0.0195842 0.00509711 0.00340405 0.100909 0.0240953 0.0208243 0.0768141 0.0168738 0.0131533 0.0105224 0.00764615
internal_count=2900 1766 134 122 63 1632 64 1568 1531 1506 120 95 62 1134 1386 290 81 1096 243 229 70 50 853 209 170 644 130 113 80 67
is_linear=0
shrinkage=0.1


Tree=963
num_leaves=31
num_cat=0
split_feature=4 4 4 3 3 3 3 4 4 2 3 0 1 4 4 3 3 2 1 1 2 4 4 4 4 4 0 1 0 1
split_gain=8.52006e-05 0.000793431 0.00078671 0.000377547 0.000523273 0.000843423 0.000874917 0.000603921 0.00104156 0.000895177 0.000585031 0.000518119 0.000668878 0.000333072 0.000337199 0.00062895 0.000840643 0.000497046 0.000447843 0.000329997 0.000323651 0.000604601 0.000307501 0.000821615 0.000357998 0.00100993 0.000322709 0.00139974 0.00119945 0.00103949
threshold=43.19689381845 43.104429861650011 43.245737185650007 0.096845000000000028 0.088005000000000014 0.083415000000000031 0.082325000000000023 43.45354240915001 43.673409002000007 -0.10282499999999999 0.080960000000000018 86.950112854950021 68.321786469100019 43.509905336500005 44.758188263300006 1.0000000180025095e-35 -0.1444 -0.098345000000000002 68.579878449600017 83.715897724050009 -0.23557500000000001 49.275256100300005 43.022303514600004 42.898324343550009 42.871500973550006 42.773538294100007 85.807518149550006 61.960894532450006 85.656964494200011 61.923256118600001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 -2 4 5 6 10 -7 -9 -10 13 -6 -13 -4 18 16 20 -17 -15 22 -16 -22 23 24 25 26 27 29 -29 -1
right_child=2 -3 3 -5 11 7 -8 8 9 -11 -12 12 -14 14 15 17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0027002320611576505 0.062973712626571546 -0.053879152019316714 0.049698171857077457 -0.041731300978803426 -0.021862807882586856 -0.091745436726018703 0.048321261844409408 0.043888820497120555 0.016501925397030697 -0.081729569249652634 -0.065413678610821493 0.097529540310737323 0.016968809192930447 -0.082322286135652498 -0.040545949386986822 0.013461380618690125 -0.088398327704482471 0.081575280835818692 0.003043496085360608 -0.038669720291260756 0.024319020582607709 -0.035802822830971491 0.029035287608831391 -0.061942433116059452 0.039069581022552466 -0.063542888063994094 -0.0011651204356874644 -0.017982359495765064 0.057237992044248079 -0.067229366012800204
leaf_weight=0.015284814050643244 0.0021433226581066963 0.0027969290643286562 0.0014054917716255179 0.0019837559863941914 0.0014122851452516008 0.0013706270640554416 0.0042092683726089311 0.0018587753266846897 0.0014447496426432949 0.0025921911492247981 0.001342996678019708 0.0016705001590384683 0.0026906041719859108 0.0011105729083667913 0.0016148911460601703 0.0037009883421484993 0.0011877469573732301 0.0015078001311779046 0.0013759586909578292 0.0022039398646886968 0.0062653000703214532 0.0022818236787780499 0.003638979541821157 0.0021382812140381393 0.002364555042385418 0.002473590331654201 0.14016973720159825 0.0028415107077353558 0.0083473304566723527 0.0024690661219907801
leaf_count=220 11 44 32 46 18 8 27 16 18 61 19 12 52 60 66 161 55 32 36 379 47 37 30 38 9 29 1191 93 32 21
internal_value=-8.76561e-05 -0.00102236 0.00391206 0.000826521 0.00298889 -0.0018338 0.00658304 -0.0319537 -0.0180535 -0.0465743 -0.00147839 0.0307797 0.0478272 0.00272026 -0.000746621 0.00440967 -0.0087933 0.0331785 -0.0350839 -0.000209763 0.000511015 0.00826831 0.000261858 -0.000332762 0.000424572 -0.000107978 0.000819878 0.0104332 0.0381351 -0.00702501
internal_weight=0.227898 0.184729 0.0431697 0.0410263 0.0390426 0.0332692 0.0260028 0.00726634 0.00589572 0.00403694 0.0217936 0.00577339 0.0043611 0.0204506 0.0190451 0.0165586 0.0113498 0.00520879 0.00248653 0.181932 0.010162 0.00854712 0.179728 0.176089 0.173951 0.171586 0.169112 0.0289427 0.0111888 0.0177539
internal_count=2900 2086 814 803 757 675 572 103 95 79 545 82 64 526 494 398 205 193 96 2042 150 84 1663 1633 1595 1586 1557 366 125 241
is_linear=0
shrinkage=0.1


Tree=964
num_leaves=31
num_cat=0
split_feature=1 4 3 2 1 1 4 2 4 3 3 1 1 3 4 1 4 1 2 0 3 0 1 3 4 0 0 3 1 1
split_gain=0.000100948 0.000139301 0.000339619 0.00051395 0.000388731 0.000308269 0.000305828 0.000614047 0.000281971 0.000210995 0.000409822 0.000836483 0.000809165 0.000659692 0.000584819 0.000395223 0.000394822 0.000420853 0.000754647 0.000578462 0.000225221 0.000440031 0.000341587 0.000276317 0.00027395 0.000208811 0.000823142 0.00125098 0.00088808 0.00161588
threshold=90.740838818900016 48.680511450650009 -0.25095999999999996 -0.23378499999999999 81.320481529800006 55.855406118200008 46.177190236600005 -0.23378499999999999 47.833738492450003 -0.093074999999999991 -0.22831499999999999 61.998532946250002 64.321360770950022 -0.22125500000000001 40.08085804200001 61.944763783650011 35.616518500750011 73.365333921800001 -0.079824999999999993 101.06989495610001 -1.0000000180025095e-35 97.013011637200023 61.998532946250002 0.048965000000000009 37.020641110850008 86.232294534150014 86.036037090600004 0.088280000000000011 61.993156030000002 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 6 -3 -4 5 -5 9 -8 -9 10 15 -12 -13 -14 -15 -1 -17 18 -18 -19 21 22 -11 -22 -24 26 28 -28 -25 -30
right_child=-2 2 3 4 -6 -7 7 8 -10 20 11 12 13 14 -16 16 17 19 -20 -21 23 -23 24 25 -26 -27 27 -29 29 -31
leaf_value=0.036960192366086081 -0.023643115643451701 -0.017470395047102936 0.057190956912169355 0.021992437316431995 0.034780257522627152 -0.044622658897026823 -0.081602343403520516 -0.033171063431440724 0.020260539973001517 0.00088981152514099157 -0.054466540672444802 0.09749412614166425 0.070157259961493509 0.02479005884990235 -0.050661825326494409 0.042156857970021964 -0.077547101685660105 0.066228865535721368 -0.0043108054253377789 -0.030145308522980668 0.031230875385535303 0.02963356956906334 -0.013236137305378235 0.0085127362890391346 -0.072001632209477431 -0.0028671655530449602 0.076117015693778947 0.00073117381628540873 -0.082176291200289894 -0.0013767727467301856
leaf_weight=0.0020438757875395281 0.0018040789465407761 0.0030222249857657655 0.002719159271997785 0.0010998125917467396 0.0022758295791058814 0.001885840621917545 0.0013772561354006719 0.001817528561322901 0.002163124485264234 0.0020260996593563234 0.0011580424475374678 0.0017122298504385798 0.0018888540203079182 0.0031412253214251331 0.0015264531583673857 0.0011992757862120821 0.0023606286918935768 0.001174580686733151 0.0034828573861105353 0.0013257910013241142 0.0027478326345972129 0.0014885226537032416 0.0012391165009408788 0.028166249701049573 0.0022047628731776256 0.12752052020963689 0.0037629491343977861 0.0053040113030249358 0.0034134715415005132 0.0090034820644028617
leaf_count=99 329 22 30 8 52 98 58 36 17 37 76 12 17 35 52 40 39 28 32 34 11 35 15 213 47 1217 12 37 29 133
internal_value=-8.27516e-05 0.000106789 0.0110791 0.0218907 0.00364731 -0.0200839 -0.000459344 -0.0240487 -0.00413583 0.000148617 0.00964906 0.0251318 0.0362796 0.0202935 0.000115316 -0.00294721 -0.0114943 -0.0192056 -0.0338965 0.0151277 -0.000919682 -0.0185722 -0.0316902 -0.000236957 -0.0508577 -0.000725008 0.00477687 0.0320176 -0.00130917 -0.0235889
internal_weight=0.226056 0.224252 0.0110029 0.00798064 0.00526148 0.00298565 0.213249 0.00535791 0.00398065 0.207891 0.0210138 0.0094268 0.00826876 0.00655653 0.00466768 0.011587 0.00954313 0.00834386 0.00584349 0.00250037 0.186877 0.0069585 0.00546998 0.179919 0.00344388 0.177171 0.0496502 0.00906696 0.0405832 0.012417
internal_count=2900 2571 210 188 158 106 2361 111 53 2250 464 192 116 104 87 272 173 133 71 62 1786 134 99 1652 62 1641 424 49 375 162
is_linear=0
shrinkage=0.1


Tree=965
num_leaves=31
num_cat=0
split_feature=1 4 3 4 3 3 3 4 4 1 1 3 3 2 2 4 2 2 3 3 4 1 4 4 2 4 2 4 4 4
split_gain=0.000114706 8.72691e-05 0.00034891 0.000285744 0.000409723 0.000275042 0.000480258 0.000566092 0.000520101 0.000590175 0.0007179 0.00053848 0.000739428 0.000431863 0.000703989 0.000516027 0.000407754 0.000391271 0.000265118 0.000260395 0.000254954 0.000197803 0.0003252 0.000268396 0.000378433 0.000554359 0.000321204 0.000241423 0.00022435 0.000459202
threshold=55.583871847050013 49.275256100300005 0.079095000000000013 48.852845034800005 -0.52484999999999993 -0.10585499999999999 -0.23472499999999999 46.177190236600005 47.673928029900004 61.998532946250002 63.910026677050006 -0.21013499999999999 -0.12530999999999998 -0.18126999999999999 -0.079824999999999993 39.995120105550008 -0.053019999999999991 -0.22699 -0.087385000000000004 -0.22253999999999999 40.421032462050007 83.715897724050009 43.933728833200007 44.527357125550004 -0.23361999999999997 45.027406014450008 -0.16717499999999999 44.086690780350004 43.902382686800003 43.411469133450005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 7 13 9 -8 -11 -12 -13 17 15 -15 -16 -6 -7 -5 -18 23 -23 27 -25 -26 -27 28 29 -20
right_child=1 2 -4 19 5 18 8 -9 -10 10 11 12 -14 14 16 -17 20 -19 21 -21 -22 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.03383133558630598 -0.048662569084173157 -0.029049303086623558 0.032362357213455997 0.047022574165042151 0.0046023594813410238 -0.032891559818387511 -0.049885781565341236 -0.067027379800458531 0.084090841257547594 0.096299726806074945 0.049144603486151676 -0.07378942248742569 0.02326406640475738 -0.0073965734182599926 0.057521092803969977 -0.10002407390019814 0.018810412385340026 0.082242274511080946 -0.00051187233146412668 0.0041290685450117567 -0.03960888384521221 -0.056276878022702405 0.015116575572754771 0.024248508459174853 -0.10002943873648112 -0.056210419594475085 0.010455545363026026 0.03287212794975132 -0.026076679215735629 0.025517181461325492
leaf_weight=0.0010021470713180427 0.0017322207842954398 0.0035877263621284421 0.0012466038962059365 0.0024527714276914026 0.0014426412556220077 0.0025732861777603691 0.0011110696628726137 0.0012334008923620384 0.0013871501620936763 0.0012801624177321003 0.0024674153144429176 0.0012389300989109732 0.0021425877677595222 0.0012548225217805528 0.0015101941545694339 0.0011550681830631571 0.0017598472710472187 0.001180032493273587 0.16756674685104497 0.0033460451292048879 0.0012980764405830236 0.0015921538111939677 0.0010646583183377308 0.0013272179262468946 0.0010453406071101266 0.0011862675422662503 0.0018495389217587645 0.0022707821594156732 0.0032250351068038854 0.007063479815799161
leaf_count=115 60 159 60 11 60 66 25 38 9 8 38 45 34 21 16 26 40 8 1395 34 25 322 57 28 28 10 44 26 25 67
internal_value=-7.49792e-05 7.63185e-05 -0.0132134 0.000370009 -0.000226381 0.000170835 0.0111889 -0.00325301 0.0274412 0.0179048 0.0284699 0.0136239 -0.0122947 0.00494009 -0.00806246 -0.0517932 0.0150075 0.0395353 -0.00101097 0.0222721 -0.00598835 -0.000575039 -0.0276675 -0.000187081 -0.0221369 -0.0372218 -0.0155948 0.000471973 5.83008e-05 0.000540956
internal_weight=0.224593 0.223591 0.00483433 0.218757 0.212958 0.211226 0.0204614 0.0108341 0.00962732 0.00824017 0.0071291 0.00584893 0.00338152 0.00960068 0.00697801 0.00240989 0.00456812 0.00262267 0.190765 0.00579882 0.00305792 0.188191 0.00265681 0.185534 0.00540836 0.00408115 0.00303581 0.180126 0.177855 0.17463
internal_count=2900 2785 219 2566 2521 2461 393 234 159 150 125 117 79 196 128 47 81 68 2068 45 65 2002 379 1623 110 82 54 1513 1487 1462
is_linear=0
shrinkage=0.1


Tree=966
num_leaves=31
num_cat=0
split_feature=2 0 4 0 2 3 3 1 0 0 0 0 0 0 0 1 2 3 0 1 0 0 4 2 4 3 0 1 3 0
split_gain=9.95437e-05 0.000511288 0.00103585 0.00110168 0.000925096 0.0017986 0.000871704 0.000683533 0.000666286 0.000915576 0.00084983 0.00110445 0.000644302 0.000568129 0.000512129 0.000846224 0.000462281 0.000348397 0.00111672 0.000686539 0.000665682 0.000758841 0.00109887 0.000422468 0.000546138 0.000598087 0.000575886 0.000397004 0.000641199 0.000332535
threshold=-0.068524999999999989 85.968825637350008 39.468990633150007 85.807518149550006 -0.054494999999999995 0.087530000000000011 0.10500500000000003 61.987779113750001 86.036037090600004 86.345209775600011 86.388225105700016 86.530713386650021 85.57362229215002 86.866770652900016 87.29692395375001 62.305017173150013 -0.040019999999999993 0.12424000000000003 88.576630023850015 64.321360770950022 92.313586825200005 90.837623311600012 38.386256906100009 -0.030145000000000002 37.962710038050005 0.098200000000000023 95.762878606550018 81.188747081400024 0.088005000000000014 86.232294534150014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=29 2 -2 6 5 -3 7 12 -6 -10 -11 -12 -4 -13 -15 -16 -9 18 -17 -20 21 22 -21 -22 -25 26 -26 28 -28 -1
right_child=1 4 3 -5 8 -7 -8 16 9 10 11 13 -14 14 15 17 -18 -19 19 20 23 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.0053557311759832547 0.026591527471134892 -0.016303061603951962 0.0084255635964441446 -0.10005950439209953 0.070980361303423153 0.064386316875101449 -0.10002376494501349 0.087868604814987206 -0.048638067625460947 0.087320546477599501 -0.09503403344857686 0.060796202021077272 -0.090973245137812811 -0.038746217184631081 0.082983033830962089 -0.10005105653986501 0.00025057080053055047 0.044858160616725075 0.06066772018356556 0.049478779189465194 0.026773932635714693 -0.08416518823840026 -0.065864903872002153 0.022634620108084934 -0.061747025002483871 -0.065027194802908167 -0.011464056553895048 -0.022522747791895267 0.061847077250392596 -0.0046725435466896245
leaf_weight=0.048353225962314353 0.0039082563205591831 0.0045878933531355581 0.0015676744174510059 0.0020208114568368157 0.0013101804849995338 0.0069431390444507635 0.0010051658845199318 0.0011094705776740765 0.0037570801817423663 0.0011592659720918155 0.0011754237585535057 0.0016486384772633747 0.0011166017638324921 0.0030100367484919835 0.0013135386589055989 0.0011034739603985556 0.0013169508853726579 0.0017307618726932475 0.0018934760843585243 0.0017510442576167385 0.0067575512256416994 0.0019023285313059489 0.0015634103704992449 0.0056216292163805597 0.0014892820424055207 0.0020062902348754698 0.0024656904195921028 0.0029759558886717271 0.0023114265482604424 0.10458920859835104
leaf_count=489 38 32 100 27 5 46 18 8 38 4 10 13 14 9 16 8 34 37 20 12 56 34 34 129 53 42 60 150 27 1337
internal_value=-6.88896e-05 0.00303926 -0.015722 -0.0360462 0.00690362 0.0322821 -0.0148949 0.00184814 0.000670125 -0.00134842 0.00289404 0.000490479 -0.0329222 0.00332985 0.000829815 0.00424453 0.0403135 0.00116384 -0.00121119 0.00233709 -0.00149197 -0.0338224 -0.00492821 0.00564626 -0.00281663 -0.0155362 -0.00479286 0.00614743 0.0240078 -0.00150207
internal_weight=0.223465 0.0705224 0.0120449 0.00813667 0.0584775 0.011531 0.00611586 0.0051107 0.0469465 0.0456363 0.0418792 0.04072 0.00268428 0.0395445 0.0378959 0.0348859 0.00242642 0.0335723 0.0318416 0.0307381 0.0288446 0.00521678 0.00331445 0.0236278 0.0168703 0.0112486 0.00924235 0.00775307 0.00477712 0.152942
internal_count=2900 1074 239 201 835 78 174 156 757 752 714 710 114 700 687 678 42 662 625 617 597 80 46 517 461 332 290 237 87 1826
is_linear=0
shrinkage=0.1


Tree=967
num_leaves=31
num_cat=0
split_feature=4 1 4 0 1 0 4 4 3 4 1 1 4 3 2 1 2 0 0 1 3 4 3 0 0 1 0 0 0 0
split_gain=0.00010295 0.000322695 0.000247491 0.0002264 0.000116812 0.000592811 0.000389385 0.000747316 0.000541463 0.000321022 0.000284242 0.000305781 0.000254746 0.000319543 0.000585822 0.000169513 0.00155823 0.00114721 0.00206032 0.000905863 0.000593577 0.000694312 0.000700255 0.000599935 0.000411539 0.00102895 0.000224547 0.000565386 0.000657801 0.00053135
threshold=33.96174662340001 68.579878449600017 34.542090938800008 94.230457472250009 61.614083433650009 83.992808911450012 39.468990633150007 41.902916368500009 0.079785000000000009 36.30367149775001 61.767325547050007 61.86411003975001 49.275256100300005 -0.23958499999999999 -0.23378499999999999 62.009286778800011 -0.095019999999999993 86.866770652900016 86.420486603250012 62.014663695050011 0.10461500000000003 42.102795028150005 0.083415000000000031 85.839779647100016 85.678472159250006 64.071334164850015 85.807518149550006 86.001087134900004 86.103248543850015 87.181320254150009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 5 6 9 -8 12 -4 -6 -12 13 -9 -15 16 -13 18 20 -17 21 23 -23 -18 25 -21 -26 -28 -29 -30
right_child=2 3 4 -5 10 -7 7 8 -10 -11 11 15 -14 14 -16 19 17 -19 -20 24 -22 22 -24 -25 26 -27 27 28 29 -31
leaf_value=-0.057306821313492219 0.036059524937509954 0.040883584771479548 0.0044441643567212042 -0.02577557860043005 0.030213190315526602 -0.05629951163761459 0.059060316540190255 -0.0088581522666916785 -0.062826155395955791 -0.068567313811143074 -0.028023241686348462 -0.051277263332007876 -0.02983835356534055 0.088801037393341803 -0.0041689277449083045 -0.07504371250864672 0.064300206640561325 -0.029800525671564212 0.092471808659665478 -0.10002090476086456 -0.021451399270903657 0.03280236493464133 -0.029786833102641616 0.011757881339456482 0.01912509673981919 0.023552553895972925 -0.043109074843038712 0.035972620522923167 -0.012571144772485908 0.0026012459004888574
leaf_weight=0.0012632656065536142 0.0019075079563700128 0.0010028319056800685 0.0010766694282721813 0.0010357623206351918 0.0031731379767734316 0.0022218828089877194 0.0022482350459939191 0.0026428450999247391 0.0013921394306902488 0.0013665996560554561 0.0038067348770951517 0.0040046029275667685 0.0015755393549170549 0.0012905641627099411 0.0014273931301536638 0.0016240523565381184 0.0046008072748122686 0.0047121664347287142 0.0037297995708058798 0.0013583859307396431 0.0042852604049476986 0.0031801486342475363 0.0040820424195694427 0.0041184058167118565 0.0063371664341786973 0.0013370598821762759 0.0029944230098366822 0.005127293348024863 0.028974427017175231 0.11349809290341492
leaf_count=72 36 10 14 134 12 28 36 62 31 27 23 45 11 31 48 15 19 15 18 56 32 18 31 22 35 50 35 15 130 1789
internal_value=-6.81527e-05 -0.0175936 0.000197177 0.00701561 -0.000119253 -0.00855938 -0.000412439 0.00789935 -0.00591131 -0.0363935 0.000520942 4.45438e-05 0.00551162 0.015901 0.0399759 0.000595401 0.00715882 0.0153101 0.0241685 -0.000736131 0.0115982 0.0204601 -0.00237872 0.0394825 1.98789e-05 -0.038723 0.000685325 -9.06402e-05 0.000782094 -0.000484341
internal_weight=0.221395 0.00330186 0.218093 0.00203859 0.216186 0.0152419 0.01302 0.0105767 0.00832848 0.00244327 0.200944 0.197771 0.00693634 0.0053608 0.00271796 0.193964 0.0327132 0.0287086 0.0239965 0.161251 0.0202667 0.0159814 0.00726219 0.00871921 0.159627 0.00269545 0.156931 0.150594 0.1476 0.142473
internal_count=2900 216 2684 144 2648 288 260 219 183 41 2360 2348 152 141 79 2325 200 155 140 2125 122 90 49 41 2110 106 2004 1969 1934 1919
is_linear=0
shrinkage=0.1


Tree=968
num_leaves=31
num_cat=0
split_feature=2 1 1 0 2 1 3 0 0 3 1 3 1 2 3 1 0 2 4 1 2 4 2 2 2 2 0 1 4 4
split_gain=9.47931e-05 0.000460905 0.000625758 0.000889423 0.000686054 0.00141792 0.00167472 0.000711755 0.000692579 0.000611134 0.00144372 0.000783216 0.0015038 0.00112833 0.000968183 0.000734256 0.000578947 0.000535707 0.000563422 0.000440264 0.000432281 0.000540864 0.000396209 0.000387497 0.000358525 0.000345112 0.0017388 0.00155413 0.000535735 0.000315038
threshold=-0.068524999999999989 61.409760615700009 61.82916008405001 85.939252597950016 -0.054494999999999995 62.079186690200011 0.090865000000000015 86.036037090600004 86.20003303655001 0.087530000000000011 64.434276012450013 0.10575500000000003 75.085947125300024 -0.030145000000000002 0.09660500000000001 62.116825104000007 85.807518149550006 -0.037524999999999996 36.514114975300011 61.987779113750001 -0.026349999999999998 38.052786106700005 0.049615000000000013 -0.040019999999999993 0.15973500000000004 -0.075840000000000005 85.807518149550006 65.461267018300006 39.344049039350004 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=25 -2 -3 16 5 -5 -7 -6 -9 10 -10 12 13 -11 22 -13 19 -12 -19 -4 -17 -22 -15 -21 -23 -1 -27 -28 -29 -14
right_child=1 2 3 4 7 6 -8 8 9 11 17 15 29 14 -16 20 -18 18 -20 23 21 24 -24 -25 -26 26 27 28 -30 -31
leaf_value=8.0722402406660176e-06 -0.038530388716514742 0.053235657457943578 -0.050867436076863198 0.08790406541330377 0.070691996842996568 -0.039306065376795304 0.050055910151543259 -0.052113055339886007 0.074922050727858569 -0.10007000832081843 0.042452093990923173 0.074634945096314048 -0.022662757892648138 -0.027460251756905332 0.038140710219992047 0.047797570647403698 -0.084408873401464468 0.034902688461978089 -0.017727085264325589 0.054256946078075199 0.034791876378521394 -0.057087468603803676 -0.088102227960457233 -0.021164102099450435 0.0071935830979430728 0.039496122943452006 -0.080139956106014751 0.035797800457078859 -0.034427727208085117 0.036045419672690801
leaf_weight=0.13863249381768344 0.0025668293082123919 0.0025494771689409381 0.0020108301277773069 0.0029803811412421064 0.0014264759611250987 0.0039926061515243444 0.0044176256181964746 0.0025076568287971659 0.0033562277096805806 0.0027721679540473332 0.0027219609380532877 0.001666996126914456 0.0012109852734863156 0.0032779614163223093 0.001815442928840838 0.0015225549299877628 0.0016131528728481198 0.002578919621929983 0.0096283215309632998 0.0011735987534184922 0.0016710307862492116 0.0023775682626948308 0.0016049026109241638 0.0016236748147844746 0.0013662761736541462 0.0038311372972195468 0.0047797327242733462 0.0022868323340161333 0.0020693322725003852 0.0037276070471058825
leaf_count=1747 119 15 21 14 9 31 34 26 29 16 18 15 57 28 21 17 22 64 288 11 19 37 30 50 21 13 17 27 22 62
internal_value=-5.85197e-05 0.00303885 0.00466553 0.0027014 0.00670122 0.0286361 0.00763292 0.00117758 -0.00108602 0.00201232 0.0156593 -0.00883094 -0.0230868 -0.0464156 -0.0242101 0.015042 -0.0325696 0.0023365 -0.00660844 -0.0151772 0.000722428 -0.0125142 -0.0473921 0.0104789 -0.0336288 -0.00145114 -0.0170518 -0.0407652 0.00243819 0.0216497
internal_weight=0.219761 0.0681612 0.0655944 0.0630449 0.0566237 0.0113906 0.00841023 0.0452331 0.0438066 0.0412989 0.0182854 0.0230135 0.0144091 0.00947047 0.00669831 0.00860443 0.00642126 0.0149292 0.0122072 0.0048081 0.00693743 0.00541488 0.00488286 0.00279727 0.00374384 0.1516 0.012967 0.0091359 0.00435616 0.00493859
internal_count=2900 1074 955 940 836 79 65 757 748 722 399 323 214 95 79 109 104 370 352 82 94 77 58 61 58 1826 79 66 49 119
is_linear=0
shrinkage=0.1


Tree=969
num_leaves=31
num_cat=0
split_feature=4 3 3 3 4 4 1 0 3 3 3 1 0 4 1 2 4 1 2 1 4 4 3 0 2 2 0 1 4 1
split_gain=0.000105923 0.000112816 0.000411625 0.000394245 0.000526625 0.000432557 0.00017098 0.000145105 0.000186904 0.000418812 0.000383764 0.000868719 0.000727598 0.00089801 0.000638079 0.000567181 0.000385162 0.000282597 0.000282517 0.000159133 0.000774784 0.000429649 0.0011624 0.000303795 0.000281946 0.000604385 0.000511927 0.000488782 0.000445273 0.000696982
threshold=32.785955158400007 -0.25765499999999997 -0.25276999999999999 -0.54481999999999997 39.530201452500002 48.919835655300012 61.998532946250002 114.06859001680002 -0.098985000000000004 -0.087385000000000004 -0.22831499999999999 61.998532946250002 89.665455566700004 38.938637541200009 62.020040611300011 -0.033594999999999993 41.966555987550002 73.365333921800001 -0.079824999999999993 59.74022811670001 39.788107623550012 41.919251152600005 0.079785000000000009 83.992808911450012 0.20327000000000003 0.17273000000000005 87.568458224950021 61.614083433650009 38.175120519550006 76.919475570250015
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -6 8 10 -10 14 -12 -13 -14 -4 16 -15 18 -16 20 -11 -22 -23 -21 25 27 -26 -25 -28 -30
right_child=1 2 7 4 6 -7 -8 -9 9 19 11 12 13 15 17 -17 -18 -19 -20 23 21 22 -24 24 26 -27 28 -29 29 -31
leaf_value=-0.025445954073787688 -0.027456482971948876 0.051925862992900862 0.021637387122825324 0.0042543436745367908 -0.092347527817877778 0.050648410569539629 -0.035924694887371662 -0.027010019065366327 -0.047168545557556563 -0.087758419107333188 -0.040348239718569316 0.089055707058232708 -0.054441199347684134 0.099388831461514643 -0.093234086080240627 -0.014740238785767799 0.03105810134469927 0.0032882929331598948 -0.02454064234822758 0.042596996379230007 0.046470079472348567 0.046875921000077599 -0.10001951200545318 -0.052761882048901421 0.083904920433601843 -0.049192346289133354 0.047251312031748788 0.00055250919536035243 -0.070645056198367778 0.019166121748371529
leaf_weight=0.0016310133935333307 0.0012650033947489391 0.0015483006902027299 0.0038239381192277646 0.0020828866311417438 0.0011597330341623505 0.0016134408651851118 0.001000328805546763 0.0019454126329140889 0.0019019079554899168 0.0011954045488661346 0.0017489235538481482 0.0020365079341804482 0.001278854958741249 0.0015196007143032375 0.0011269299073837225 0.0013414235551607867 0.001804489925761793 0.0011639642934149208 0.0012773023848566822 0.0016961253223980446 0.0014828496859915496 0.001125318237606622 0.0010333516008564237 0.0017373109144216128 0.0010588575123929847 0.0025338062388868812 0.0019470334530841127 0.16863556722691672 0.0013107643173297379 0.0025357014308421133
leaf_count=168 45 20 29 47 40 5 50 217 60 17 64 26 16 10 37 27 44 31 13 58 22 19 29 17 13 27 29 1634 41 45
internal_value=-5.77517e-05 0.000134015 0.000556134 -0.0122431 -0.0316227 0.0163233 -0.066218 0.000172387 0.000429947 -0.000480118 0.0104328 0.0234822 0.0374699 0.0197969 -0.0067432 0.0401462 0.0622953 -0.0371579 -0.0567392 -3.46232e-06 -0.0179047 0.00502624 -0.0234427 0.000473718 7.62622e-05 -0.000712147 0.0199703 8.8565e-06 0.00828522 -0.0114389
internal_weight=0.217562 0.215931 0.20881 0.00712139 0.00424295 0.00287844 0.00216006 0.207261 0.205316 0.188194 0.0171219 0.0097298 0.00798088 0.00594437 0.00739213 0.00466551 0.00332409 0.0035682 0.00240423 0.186292 0.00483692 0.00364152 0.00215867 0.181455 0.179759 0.172907 0.00685236 0.170373 0.0057935 0.00384647
internal_count=2900 2732 2545 187 137 50 90 2525 2308 2011 297 187 123 97 110 81 54 81 50 1951 87 70 48 1864 1806 1678 128 1651 115 86
is_linear=0
shrinkage=0.1


Tree=970
num_leaves=31
num_cat=0
split_feature=1 0 3 2 2 1 2 4 2 0 0 2 1 1 1 2 4 4 1 4 4 0 1 2 4 1 3 4 1 0
split_gain=9.44505e-05 0.00061327 0.000529716 0.000405547 0.00135032 0.000707783 0.000619066 0.000516885 0.000815518 0.000447654 0.000462515 0.000443282 0.000458947 0.000788264 0.000667698 0.000648382 0.000501217 0.00101155 0.000980271 0.000590796 0.000521907 0.000501384 0.000583317 0.000762145 0.00116009 0.000442879 0.000417739 0.000408314 0.000507644 0.000521705
threshold=68.961639504150014 93.262612545250008 0.048965000000000009 -0.060760000000000002 -0.069554999999999992 70.96454081135002 0.022230000000000003 38.238138001450004 -0.117115 96.249489528150022 97.152811460000024 -0.076709999999999987 70.133807249000014 70.865067860500019 70.96454081135002 -0.10098 41.840895355800008 42.599563320500003 75.28220456885002 42.871500973550006 41.322103772800006 97.550703263350016 76.220476456350013 -0.081844999999999987 39.344049039350004 77.52437864960001 0.085155000000000022 44.710446918150005 82.393176323850014 100.53758024625002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 6 -5 8 -3 -7 -11 12 -9 15 -15 -14 18 26 -16 -19 21 -20 -23 24 -24 -12 -18 28 29 -27
right_child=1 3 -4 5 -6 9 -8 11 -10 10 25 -13 13 14 16 -17 17 19 20 -21 -22 22 23 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0013718468941505296 -0.011878019219685648 0.001120855967420352 -0.10001819938697198 0.0685624311732147 -0.10002991398122499 -0.046386738481715817 -0.0069744934889895338 0.033720259479293767 -0.10002141231305772 0.03947299661092548 -0.038264027941988785 0.041708111576873007 -0.011400664224199848 0.060839473061656525 -0.073168894011357843 -0.10002609075246978 -0.0019790779014113072 -0.083216026856795772 -0.056269767494702194 -0.0030222125350772735 -0.062835412576578195 0.061227264847173307 0.055070965500264905 0.07330921233732389 -0.055877626911175531 0.064606156841348655 0.060646218252102917 0.051618178194660781 -0.053776268303473318 -0.0062487067749436766
leaf_weight=0.14757688296060276 0.0016200551465772976 0.0018870094445890947 0.001177421050916702 0.0032710158617464081 0.0014962056128210712 0.0018313407029320787 0.0016234604179423684 0.0031339506343765746 0.0013803584342767319 0.0032325022061243667 0.0027609100432521997 0.002369994781098248 0.0017770578575769802 0.0016386572852180583 0.0027012962837163644 0.0015416210607774863 0.0014850431709652759 0.0010096925387954323 0.0011907906310284514 0.010189698985034499 0.0013565141200277955 0.0019099293814846541 0.0013687385503970487 0.0010555064102488734 0.0030258218220522975 0.0013747847528975407 0.0037669758724704992 0.0017027006068783043 0.0015379311687428723 0.0042567498892965294
leaf_count=1254 32 149 54 31 35 39 31 26 92 28 69 20 24 5 49 29 30 18 10 328 30 19 36 6 88 13 43 62 163 87
internal_value=-5.37926e-05 -0.00311743 -0.0489751 -0.00117006 -0.00664865 0.0100668 0.0435074 -0.00338336 -0.0416085 0.000264095 0.00601117 -0.000223143 -0.00289807 -0.00627164 -0.00126659 -0.0525697 -0.00476867 0.00672865 -0.0197701 -0.0102522 -0.00521055 0.00393117 0.0136712 -0.00299439 -0.0213214 -0.00328693 0.0429385 0.00759752 -0.00285709 0.0110486
internal_weight=0.216251 0.0686737 0.00279748 0.0658763 0.0442849 0.0215914 0.00489448 0.0427887 0.00326737 0.0166969 0.0148656 0.0395213 0.0371513 0.0340173 0.0306987 0.00331868 0.02906 0.0164514 0.0126086 0.0111994 0.0099073 0.00855079 0.00736 0.00545007 0.00439456 0.0116331 0.00525202 0.00887217 0.00716947 0.00563153
internal_count=2900 1646 86 1560 1037 523 62 1002 241 461 422 761 741 715 662 53 657 419 238 346 189 159 149 130 124 394 73 325 263 100
is_linear=0
shrinkage=0.1


Tree=971
num_leaves=31
num_cat=0
split_feature=0 3 3 3 4 4 4 3 1 1 4 4 0 0 1 1 2 4 3 4 2 3 0 2 3 2 1 1 3 3
split_gain=9.16191e-05 0.000385821 0.000374569 0.000287039 0.000209365 0.000181402 0.00018136 0.000173248 0.000465595 0.000717872 0.000367112 0.000356514 0.000253383 0.00024607 0.000542692 0.000333541 0.000363155 0.000727962 0.000784086 0.000495088 0.00143362 0.000228761 0.000505546 0.000632005 0.000275261 0.000275974 0.0014462 0.000740226 0.00066029 0.000789246
threshold=71.249517373150013 -0.15959999999999999 -0.54481999999999997 -0.27223499999999995 32.785955158400007 34.542090938800008 37.186372654950006 -0.093074999999999991 60.474177186300004 57.960468834350003 47.137898133050008 49.49736495185001 84.280473931450004 85.807518149550006 61.998532946250002 62.057679025150001 -0.22573999999999997 40.878805547300004 -0.22831499999999999 38.828362408050005 -0.033594999999999993 1.0000000180025095e-35 97.013011637200023 -0.092624999999999999 0.048965000000000009 -0.044409999999999998 61.82916008405001 61.82916008405001 0.084795000000000023 0.086655000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -5 -6 -4 10 9 -9 13 -12 -10 -7 -15 -16 -17 19 -19 20 -18 22 23 -14 -23 26 -26 -27 -29 -30
right_child=2 -3 3 4 5 7 -8 8 12 -11 11 -13 21 14 15 16 17 18 -20 -21 -22 24 -24 -25 25 27 -28 28 29 -31
leaf_value=-0.057227634529933617 0.040141573153957937 0.015372500907669171 -0.00082457347410262716 -0.039563377940525946 0.024172753327340712 0.049278951579291942 -0.055150674105595168 -0.0049867656274680955 0.033961008994953287 -0.10002000623790074 -0.03352331751749682 0.023128328765663855 0.017820971691508515 -0.040318001127810879 0.066076121798278736 0.049500945192327145 -0.081509293425488724 -0.10002118147003446 0.008161759338929821 0.0536886982526837 0.061568776253899365 0.031640294197180154 0.036734548109684718 -0.059571166296132662 -0.069750978791046941 0.065430292184223041 -0.00093195321496031725 0.03623881134296808 -0.08098229086117667 0.0012145895564278889
leaf_weight=0.0013393626414260197 0.0023204558180203163 0.0016142145408306187 0.0010213302742630263 0.0013186961402956989 0.0031630079271890701 0.0019731355895519212 0.0015426895568079356 0.0023839291137947279 0.0021411954391786494 0.0011924746795515268 0.0033628574182215645 0.0016587806913168912 0.0015618063628859702 0.0017606617876637651 0.001344448399322574 0.0021848962468384312 0.0013186275786502008 0.0011817340343345251 0.001546979424520839 0.002836564182380874 0.00149347046167314 0.0027115181455670259 0.0012577153648407422 0.0032528669398804071 0.0031274777102226195 0.0020715968166768592 0.12925809644661773 0.0052557377660305505 0.0012229467586188118 0.026074984303132639
leaf_count=81 39 65 29 131 79 49 52 40 57 36 44 37 27 17 6 62 19 30 35 33 25 11 29 42 15 12 1254 139 48 357
internal_value=-5.8851e-05 -0.0175496 0.000185358 -0.000257795 0.000154782 0.000409855 -0.0335109 3.80864e-05 -0.000949569 -0.0366735 0.00871441 -0.0148098 -0.000231539 0.0162672 0.0115014 0.019164 0.0131926 0.0037231 -0.0386894 0.0242114 -0.0055223 -0.000648007 -0.0197192 -0.0344663 3.43287e-05 -0.000478813 -0.00255773 0.0074697 0.0037813 -0.00246783
internal_weight=0.214494 0.00295358 0.211541 0.20922 0.206656 0.205338 0.00256402 0.202175 0.181512 0.0035764 0.0206622 0.00502164 0.177936 0.0156405 0.0136674 0.0119067 0.0105623 0.00837738 0.00272871 0.00564866 0.0028121 0.175795 0.00607239 0.00481467 0.169722 0.167011 0.132386 0.0346253 0.0325537 0.0272979
internal_count=2900 146 2754 2715 2634 2503 81 2424 2067 76 357 81 1991 276 227 210 204 142 65 77 44 1934 98 69 1836 1825 1269 556 544 405
is_linear=0
shrinkage=0.1


Tree=972
num_leaves=31
num_cat=0
split_feature=3 3 3 4 4 4 0 1 3 4 1 3 0 1 3 1 3 4 3 0 0 3 3 0 4 2 1 1 4 3
split_gain=0.000102772 0.000255847 0.000241057 0.000199488 0.000156069 0.000147488 0.000139647 0.000233411 0.000335057 0.000445404 0.000612123 0.000411488 0.000532718 0.000361736 0.00040878 0.000560102 0.000467112 0.000565086 0.000405179 0.000317024 0.000661461 0.000314868 0.000273212 0.000259088 0.000706312 0.0002446 0.000723403 0.000433458 0.000636876 0.000925326
threshold=-0.57253499999999991 -0.54481999999999997 -0.27223499999999995 32.785955158400007 37.186372654950006 34.542090938800008 114.06859001680002 55.788194664950005 -0.093074999999999991 48.919835655300012 56.229101798300007 1.0000000180025095e-35 97.013011637200023 61.998532946250002 -0.22831499999999999 64.321360770950022 -0.25276999999999999 40.380906245900007 -0.22125500000000001 86.597924839850023 85.694602908050015 -0.2485 0.048965000000000009 101.83879398140002 40.08085804200001 -0.11808 72.187789260650007 82.987325570650015 40.922041107600009 0.099010000000000029
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -5 7 -7 9 10 -9 12 19 -12 16 -16 -15 -18 -17 20 -10 -19 -13 24 -20 26 -24 28 -28 -30
right_child=1 2 3 5 -6 6 -8 8 11 -11 13 22 -14 14 15 18 17 21 23 -21 -22 -23 25 -25 -26 -27 27 -29 29 -31
leaf_value=-0.031902290681683522 0.037995909701988018 -0.00076572769391131622 -0.038268212667939353 0.021883857259918864 -0.051410781627363913 -0.039591066172196918 -0.026651651962861483 0.083172731754023912 -0.069298077831045121 -0.027242194067740141 -0.023634527484051635 0.031269013719576265 0.033535742537866453 0.037981845789325036 0.095697532152975842 0.066207778605539808 -0.081204448493955708 -0.029437347182651188 0.026214203863771005 -0.070288305089607511 0.02134253801277888 0.038691215079471306 0.014994578710736629 0.050092245671614591 -0.068467846225241422 -0.0022599616699245035 -0.07934096276874808 0.012350524047585444 -0.053740720141151312 0.049299337512398261
leaf_weight=0.0010088557598179329 0.0017658304181313303 0.0010215667892636237 0.0013431560570377468 0.0031454396250255581 0.0015047505990467872 0.0014547307434885628 0.001938078563242073 0.0013582431836313127 0.0014772037705774507 0.002399957083403347 0.0022793536901076486 0.0027835840628824817 0.001241395520300323 0.0020732782432659747 0.0012624635976159508 0.001590631080034652 0.0011065351566204003 0.0014000418514399371 0.0023555375600352617 0.0020284216435278524 0.0017695895114915317 0.0013160549619800066 0.027287413319221132 0.001100864901238674 0.0011838618005105828 0.13532600397341954 0.0020358875582431914 0.0030045621771302451 0.0020155467607680614 0.001535476976641803
leaf_count=36 24 36 139 79 72 88 219 14 36 32 35 12 27 36 9 16 21 14 19 41 14 42 221 22 49 1226 69 138 94 20
internal_value=-6.09039e-05 9.05461e-05 -0.000227675 0.000145581 -0.0309314 0.000395475 6.30492e-05 0.000320143 0.000610542 0.013089 0.0187738 -0.000732454 -0.0254032 0.0131913 0.0194605 0.0349594 -0.000237859 -0.0209671 0.0226531 -0.0392731 -0.0198965 0.0035736 0.000191572 0.00772302 -0.00545514 -0.00031371 0.00702706 -0.0182786 -0.0347505 -0.00918578
internal_weight=0.213114 0.212105 0.21034 0.207813 0.00252632 0.20647 0.203325 0.201387 0.199932 0.0194268 0.0170269 0.180505 0.00651661 0.0156686 0.0133893 0.00749336 0.00589591 0.00382263 0.0062309 0.00527521 0.00324679 0.0027161 0.173988 0.00464026 0.0035394 0.171205 0.0358789 0.00859147 0.00558691 0.00355102
internal_count=2900 2864 2840 2732 108 2593 2514 2295 2207 309 277 1898 118 263 228 115 113 77 106 91 50 56 1780 90 68 1768 542 321 183 114
is_linear=0
shrinkage=0.1


Tree=973
num_leaves=31
num_cat=0
split_feature=2 4 2 1 1 2 4 4 2 1 3 3 3 2 3 0 3 3 3 1 0 0 0 1 2 3 3 1 3 3
split_gain=8.96851e-05 0.000189452 0.000112197 0.000380864 0.00033914 0.00021211 0.000424191 0.000498544 0.000296812 0.000809614 0.000195336 0.000143358 0.00054725 0.000570338 0.000297527 0.000295964 0.000184164 0.000211403 0.000237031 0.00106838 0.000367787 0.000185728 0.0010551 0.000479212 0.0003977 0.00160246 0.000475698 0.000214159 0.000234406 0.00120528
threshold=-0.62958999999999998 40.580626202750004 -0.59309999999999985 78.285212300550015 71.666228383350017 -0.50001499999999999 40.712530798250008 39.852039223600009 -0.26138499999999998 62.305017173150013 0.43644500000000008 0.13062500000000002 0.11614000000000002 -0.055714999999999994 0.11308000000000003 87.393708446500014 0.11048000000000002 0.10818500000000002 0.10500500000000003 62.068432857650002 89.99344745865001 76.591483678350016 73.913779380400015 57.960468834350003 -0.23361999999999997 -0.23958499999999999 -0.23958499999999999 60.474177186300004 0.093295000000000031 0.094625000000000029
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 12 14 -14 16 -13 17 18 21 -20 -21 22 24 -23 25 -10 -26 -25 -29 -30
right_child=2 -3 5 -5 -6 8 -8 -9 10 -11 -12 15 13 -15 -16 -17 -18 -19 19 20 -22 23 -24 27 26 -27 -28 28 29 -31
leaf_value=0.010456896972726507 0.030905611227264974 -0.040285980466834653 -0.036478147390999548 0.062893902922300751 -0.036189278006304199 0.075236919446941594 -0.064698935022528922 0.04895471827246823 -0.10003794025620119 -0.019804267748711843 -0.034872541721990252 -0.016154191906494694 -0.069723476630624517 0.0084254268165204742 0.036458252862942846 0.041656827432511374 -0.024160206111367585 0.031573201935169624 -0.088870827316672452 0.049126621321035492 -0.018762044036083062 0.053637415445295877 -0.10001709654535185 -0.039926454900215333 0.064247944090479236 0.051216709585000048 -0.016055700627501179 -0.00084358879600240618 0.048436330446346314 -0.00019737214184166875
leaf_weight=0.001344463851000525 0.0014936112133909617 0.0016251951225428451 0.0015528812418812814 0.0012406841590984772 0.0015200436616511354 0.0018356818167377105 0.0015152628499668251 0.0012194306627507645 0.0014030748790470537 0.0017515020939863897 0.0016110209680321444 0.0014370975835624675 0.002270134365870511 0.0015865195308784842 0.0022706000793952788 0.0023074215329756459 0.0030925202606194571 0.0021564897821289 0.0015913160631235834 0.0014285585021411862 0.0018078894072280508 0.0017342091690623887 0.0012145156603879173 0.0012813903180292343 0.0016323039470205417 0.0013986799641455957 0.001345910597539488 0.13015405246898526 0.0061839125110031033 0.028960397639272589
leaf_count=28 15 21 49 43 26 19 67 17 37 41 24 21 31 30 25 53 36 28 12 11 33 19 66 35 45 35 57 1657 61 258
internal_value=-5.68658e-05 -0.017313 0.000188328 0.0162618 -0.00293607 -0.000145662 -0.0221536 0.0011004 0.000325071 0.0288315 -0.000194352 9.17696e-05 -0.000287115 -0.0375752 0.00047922 0.0194697 3.85488e-05 0.000449071 7.64701e-05 -0.0217826 0.0112038 0.000678439 -0.0152884 0.00134196 0.00251519 -0.0245292 0.0279572 0.000797529 0.00111322 0.0083601
internal_weight=0.211967 0.00296966 0.208997 0.00425434 0.00301365 0.204743 0.00428757 0.00277231 0.200455 0.00358718 0.196868 0.195257 0.191512 0.00385665 0.187656 0.00374452 0.185385 0.182293 0.180136 0.00482776 0.00323645 0.175308 0.00699449 0.168314 0.00577997 0.00280175 0.00297821 0.16658 0.165298 0.0351443
internal_count=2900 49 2851 84 41 2767 133 66 2634 60 2574 2550 2476 61 2415 74 2390 2354 2326 56 44 2270 240 2030 174 72 102 2011 1976 319
is_linear=0
shrinkage=0.1


Tree=974
num_leaves=31
num_cat=0
split_feature=1 0 3 1 0 2 0 2 2 1 1 1 4 2 3 1 4 2 4 2 2 2 3 3 3 1 3 3 0 3
split_gain=8.94954e-05 0.000521238 0.000501607 0.000421947 0.000473022 0.000627162 0.000455464 0.000452969 0.000855191 0.00032313 0.00047428 0.00031835 0.000304273 0.000776364 0.00107956 0.000897491 0.000649171 0.000556379 0.000410874 0.000469413 0.000861925 0.000684373 0.00077988 0.00188208 0.00185548 0.00144445 0.00156503 0.00118069 0.002162 0.000906616
threshold=68.961639504150014 93.262612545250008 0.048965000000000009 68.214248143850014 91.625341543800019 -0.053019999999999991 90.337570099350003 -0.121865 -0.053019999999999991 69.873026810350026 70.085415002650009 65.727424373200009 38.238138001450004 -0.094344999999999998 0.10371000000000001 65.555363052850012 35.616518500750011 -0.037524999999999996 39.134693790050008 -0.12835499999999997 -0.088099999999999998 -0.085734999999999992 0.083415000000000031 0.082775000000000029 0.086655000000000024 62.55235532115001 0.087530000000000011 0.080515000000000017 86.345209775600011 0.091975000000000015
decision_type=2 2 2 2 2 2 2 2 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 11 -8 -9 -3 -11 12 13 14 15 16 -1 -15 -14 -20 -21 -22 23 27 -24 26 -26 28 -23 -28
right_child=1 9 -4 -5 5 -7 7 8 -10 10 -12 -13 18 17 -16 -17 -18 -19 19 20 21 22 24 -25 25 -27 29 -29 -30 -31
leaf_value=-0.051679781692082871 -0.010463219847248144 0.027150621293705064 -0.1000164000481286 0.032893679187859202 -0.1000200864819592 -0.0020459065165083115 -0.015318758018007337 0.077669651904716433 -0.0024188257628128219 -0.054541766253741013 -0.00155780936048005 -0.033676342852794069 -0.028160428126919587 0.05429301346197233 0.063547569312269708 -0.10008605439003182 0.034867264545264745 0.00030171322564628519 0.013216414802723321 -0.023295579121620613 0.030770368270205885 -0.030531033015743177 -0.059466007129945632 0.1000349083213626 0.071412710825754094 -0.063798588698453534 -0.027740315447360699 -0.042005084568555028 0.065285514033135136 0.0092568369249649406
leaf_weight=0.0016660419119553108 0.0015286463747422388 0.0037522126429916499 0.001058601738729118 0.0041161613163431801 0.0010806482656960936 0.0016524376099433238 0.0019882745627910481 0.0028778102031310482 0.0024842206822920368 0.0017402560867267871 0.057871791985395424 0.0027698277350829406 0.0053694759965665631 0.0052062442759961414 0.0014607927003567056 0.0014607399061787874 0.0018063096515836818 0.0030133398763293323 0.02199374966513945 0.017035599462324594 0.0073033588513364963 0.0042639818732679302 0.0061272577833425745 0.0023512623738497487 0.0032722247888159464 0.0032849821723315359 0.0092013528699348389 0.0040621806071747821 0.0052597872808064494 0.023641648235094629
leaf_count=72 32 33 54 34 40 34 19 25 27 20 1507 27 37 25 11 4 34 33 217 130 27 118 39 5 9 32 54 18 27 156
internal_value=-5.61041e-05 -0.00310936 -0.0471049 0.00133503 0.000411354 -0.0407844 0.00122782 0.0254482 0.0405648 -0.00131296 -0.00310457 -0.000135843 0.000591197 0.0141707 -0.0119629 -0.0343232 -0.0066582 0.0344995 -0.00116235 0.000182451 -0.0031585 0.00182997 -0.00160879 0.0174297 -0.00827333 -0.00031219 0.00546243 0.00313352 0.0223865 -0.00110835
internal_weight=0.210701 0.0659515 0.00258725 0.14475 0.140634 0.00273309 0.1379 0.00735031 0.00536203 0.0633643 0.059612 0.13055 0.12778 0.0146135 0.00639388 0.00493309 0.00347235 0.00821958 0.113167 0.107797 0.0858036 0.068768 0.0614647 0.0159372 0.0455275 0.0394002 0.0361152 0.0135859 0.00952377 0.032843
internal_count=2900 1646 86 1254 1220 74 1146 71 52 1560 1527 1075 1048 179 121 110 106 58 869 832 615 485 458 168 290 251 219 163 145 210
is_linear=0
shrinkage=0.1


Tree=975
num_leaves=31
num_cat=0
split_feature=2 2 3 0 4 0 2 1 3 3 3 3 0 3 2 2 4 1 4 0 1 0 3 0 1 4 4 1 3 1
split_gain=0.00010006 0.000322431 0.000387078 0.000309497 0.000935683 0.000953341 0.000721458 0.00155305 0.00140004 0.000466216 0.000606942 0.000407962 0.000456555 0.000488006 0.00072434 0.000729559 0.000596698 0.0018565 0.00103986 0.000575885 0.00057168 0.000802843 0.00054729 0.000516496 0.000552931 0.000632707 0.000439973 0.000382267 0.000354357 0.00032397
threshold=-0.068524999999999989 -0.074434999999999987 0.092095000000000024 85.968825637350008 39.468990633150007 85.807518149550006 -0.054494999999999995 62.079186690200011 0.090865000000000015 0.084535000000000013 0.10211000000000002 -0.2485 86.036037090600004 0.087530000000000011 -0.033594999999999993 -0.024989999999999998 41.495754733000005 62.837331883000012 40.421032462050007 97.152811460000024 75.085947125300024 99.983757871350008 0.09495000000000002 96.588235252600015 64.434276012450013 35.818873074050011 39.420767558750008 66.318885161900013 0.077330000000000024 67.980352286500008
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 7 -5 -9 -6 -11 -8 -13 20 -15 -16 18 -18 22 -19 23 -22 26 24 -14 -26 -17 -27 -29 -24
right_child=3 2 -4 6 5 -7 11 8 -10 10 -12 12 13 14 15 16 17 19 -20 -21 21 -23 29 -25 25 27 -28 28 -30 -31
leaf_value=-0.00036959521147913657 0.030255734221521148 -0.047428584253514178 -0.0024332902087724636 0.096722791025831811 0.029188375385377476 -0.10004645134434581 -0.049403800789252605 -0.037830348296598135 0.04737424415245238 -0.086342096814724711 -0.0023875806016090098 0.065163013852738649 0.045754608627585597 -0.042370997856376186 0.046589265008499477 -0.1000227416613315 -0.1000425698488555 0.058963014838312067 0.062816973318593122 -0.032381486553278077 -0.073806310536785366 0.013413122720959517 0.038898623323583841 0.07254659847105778 0.062212615070332489 -0.067999362404379191 -0.014860870084858362 -0.02661406378444971 0.037669638453298196 -0.012912270374415644
leaf_weight=0.13705415948142552 0.0034642401559434183 0.0032785880679185751 0.0045864967697718641 0.002612481908727207 0.0017664091752188108 0.0016381956500124556 0.0015700600694302643 0.0036197693841198324 0.0041274211298536478 0.0013615386956332522 0.0023428671385780087 0.00113195640625107 0.0038851611586920853 0.0049905669737244076 0.0029033948850717963 0.0010437904653626878 0.0024053547651590188 0.0016016508553784448 0.0024491522360743367 0.0012128385871851832 0.0015775360649703625 0.0031884037920564615 0.0019340752209018319 0.0019529992509235159 0.0012076890634489246 0.0011869291228769896 0.0014485218186273685 0.0023067280290081094 0.0013649020053829071 0.003209829932199427
leaf_count=1770 38 28 28 13 98 27 49 31 34 49 27 5 35 38 30 32 30 30 32 50 47 163 21 29 9 18 19 30 28 62
internal_value=-4.91237e-05 -0.00149955 -0.0211897 0.0032608 -0.0123591 -0.0331254 0.00638094 0.0300476 0.00756356 -0.0130864 -0.0332447 0.000621731 0.00253735 0.000759309 -0.00861908 0.000631555 -0.00808661 -0.0355323 0.00611836 0.0196002 0.0138107 -0.0154567 -0.0120665 0.0255279 0.0163003 -0.00256385 -0.050527 -0.0186653 -0.00271706 0.00656829
internal_weight=0.208424 0.144919 0.00786508 0.0635045 0.0105733 0.00710901 0.0529312 0.0103597 0.00774719 0.00547082 0.00370441 0.0425715 0.0410015 0.0398695 0.0231992 0.0182086 0.0153052 0.00521984 0.0100854 0.00281449 0.0166703 0.00476594 0.00763622 0.0119044 0.00995141 0.00606625 0.00249231 0.00485856 0.00367163 0.00514391
internal_count=2900 1826 56 1074 239 201 835 78 65 174 76 757 708 703 344 306 276 110 166 80 359 210 134 149 120 85 51 76 58 83
is_linear=0
shrinkage=0.1


Tree=976
num_leaves=31
num_cat=0
split_feature=3 2 2 1 3 2 4 4 2 2 0 0 2 4 3 0 3 0 0 4 3 3 2 2 2 2 4 4 4 1
split_gain=9.40585e-05 0.000347313 0.00056319 0.000312243 0.000240357 0.000212356 0.000391345 0.000527457 0.000129578 0.000142069 0.00036483 0.000797261 0.000476466 0.000393196 0.000673728 0.000172252 0.000159999 0.000154383 0.000759178 0.00169 0.000674374 0.00126354 0.000768807 0.00151656 0.000939437 0.00091325 0.000874834 0.00075263 0.00103632 0.00124084
threshold=0.11614000000000002 -0.033594999999999993 -0.074434999999999987 67.649671936450019 0.11308000000000003 -0.59681499999999998 41.134354310300004 39.646013290900008 -0.61225999999999992 -0.25167499999999993 87.393708446500014 91.410264893400026 -0.5422499999999999 40.036761086100007 0.093760000000000024 86.280686780500005 0.11048000000000002 88.232507383150008 89.665455566700004 41.986601436450009 0.090865000000000015 0.090390000000000012 -0.071129999999999985 -0.095019999999999993 -0.053019999999999991 -0.101965 36.514114975300011 39.646013290900008 35.131296350900008 66.318885161900013
decision_type=2 2 2 2 2 2 2 2 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 -3 8 -2 7 -7 -1 10 12 -12 -10 -13 -15 -14 17 -11 19 -19 21 27 23 25 -24 -22 -26 28 -20 -30
right_child=1 3 -4 -5 -6 6 -8 -9 9 16 11 13 15 14 -16 -17 -18 18 20 -21 22 -23 24 -25 26 -27 -28 -29 29 -31
leaf_value=0.023017198068167419 -0.041983897796885002 0.045411334310040213 -0.068078673224600386 -0.023495747339135061 0.032220955581378864 0.019256504614366357 0.037373385152844017 -0.064300811795515625 0.069509611550746281 -0.0020346589208984547 -0.080250745586249103 0.02715080683736041 -0.039325165056028177 -0.075589677738822691 0.018668816944433186 0.015957391730567407 -0.022472008970469307 0.075774556966087495 0.046509301062054385 -0.00016281926741078202 -0.019703912352266536 0.060963191197155576 0.05002891164709472 -0.072658642149041316 -0.10003510135403842 0.079549931351076519 -0.0016585859995083673 0.0093471396656813251 -0.10006367350007878 -0.014709252725838005
leaf_weight=0.0024301591677672032 0.0012688320784084465 0.0018512724789290331 0.0018475314036279222 0.0010198860184933197 0.0023538320480849242 0.0016474306731689781 0.0020611422421561443 0.0013953420678117535 0.0011040828752584275 0.091326844594010428 0.0018768950530159041 0.002262398217320067 0.00108669523689847 0.0014997887798766651 0.0015338114395648198 0.001170938165159896 0.0029973032547737912 0.0044895256025175899 0.0020709827675582651 0.0084408697555925054 0.0038597266384807075 0.0038712744737490193 0.0030913439503592608 0.0052083214779771649 0.0010522669723422038 0.0012200706438782747 0.0064131136916071359 0.034752545850351389 0.0020873177254543416 0.0092549526193170754
leaf_count=41 23 34 28 31 30 34 24 15 9 811 23 103 46 76 36 6 36 32 99 32 75 19 23 74 33 16 108 786 9 188
internal_value=-4.95137e-05 -0.00900769 -0.0194658 0.0209343 0.000458834 -0.00537233 0.00372929 -0.0190609 7.16652e-05 -0.000220782 -0.0115083 -0.0242483 0.015675 -0.00440109 -0.0279319 -0.0106525 0.000439326 0.000826999 0.00387256 0.0262032 -8.92473e-05 0.00599888 -0.0152876 -0.0347415 0.00367124 0.00413497 -0.015525 0.00158118 -0.0185397 -0.030417
internal_weight=0.206546 0.0110914 0.00822028 0.00287116 0.195455 0.00637275 0.00510391 0.00304277 0.193101 0.190671 0.0105346 0.00717289 0.00336172 0.005296 0.0030336 0.00225763 0.180136 0.177139 0.0858123 0.0129304 0.0728819 0.0520371 0.0208448 0.0102881 0.0105567 0.0050798 0.00746538 0.0481658 0.0134133 0.0113423
internal_count=2900 189 124 65 2711 96 73 49 2681 2640 299 238 61 215 112 52 2341 2305 1494 64 1430 1101 329 165 164 91 141 1082 296 197
is_linear=0
shrinkage=0.1


Tree=977
num_leaves=31
num_cat=0
split_feature=0 0 2 4 4 2 2 3 2 2 3 2 1 3 4 0 2 1 3 3 1 4 3 2 4 2 3 0 2 2
split_gain=9.15971e-05 0.000477241 0.000440099 0.000247789 0.00163234 0.000473078 0.00156592 0.00067045 0.00134217 0.000594736 0.000670052 0.00156699 0.000967424 0.000796298 0.00078249 0.00333669 0.00201187 0.000752569 0.00168728 0.0014073 0.00116578 0.001259 0.000967219 0.000872691 0.00063457 0.000592699 0.000582406 0.000512688 0.000448925 0.000650233
threshold=93.972365491700018 94.614906984850009 -0.086339999999999986 41.028010303750008 41.134354310300004 -0.058529999999999992 -0.033594999999999993 0.09660500000000001 -0.016334999999999999 -0.065399999999999986 0.09495000000000002 -0.085249999999999992 62.116825104000007 0.091545000000000029 42.37975859965001 86.420486603250012 -0.079074999999999993 62.175971182900007 0.087605000000000016 0.082975000000000021 61.993156030000002 43.874475754150005 0.080960000000000018 -0.089514999999999997 48.680511450650009 -0.23155499999999998 0.082775000000000029 85.328972602300013 -0.56818499999999994 -0.13820499999999999
decision_type=2 2 2 2 2 2 2 2 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 28 -5 9 -7 8 -8 10 13 12 -12 14 15 -6 17 20 19 22 23 -22 25 24 27 -19 -10 -16 -1 -30
right_child=1 -3 -4 4 5 6 7 -9 26 -11 11 -13 -14 -15 16 -17 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.050131164890717422 0.0021749638024735726 -0.0014842526145362463 -0.081921092597490891 -0.089211089743441566 0.030690928672623487 -0.078698310476520511 0.034614709703628697 0.029670750404601272 -0.0092096109239240952 0.0434529407825099 0.029181558685183517 -0.075839760152513175 -0.044024860422412146 0.036476295536716101 -0.013236686115920519 -0.060311262740579963 0.081063794646276055 -0.0067053813178307928 -0.045779128440465805 0.07608855044654568 -0.072117575704752204 0.018392123362033226 -0.059622757199387047 0.031305020060551296 0.0040062982566390322 0.082715487173357194 -0.10003072680108074 -0.1000340587898062 -0.021888578561307385 0.0092031536847656577
leaf_weight=0.0022621223286747377 0.0010900097164730504 0.05396719444654844 0.0014502818570639653 0.002094419392723478 0.0076433034353584053 0.0031671591726193391 0.0023448658149816124 0.0046676590857933214 0.0011249523562851592 0.0034861154621871329 0.005201869208330101 0.0035842753498656075 0.0027645297910083855 0.0072382462892122126 0.0013839329660726542 0.0085208928187512356 0.0035143057621472287 0.0015897926343728551 0.0029300477939386846 0.0052545645647796846 0.004788325519399522 0.0022632995322474092 0.0016957897903466801 0.0072068977828081407 0.0050351312151866168 0.0013887230730915663 0.0018962795147100318 0.0013388866552759282 0.0078780788646832176 0.046009290818683699
leaf_count=17 66 1410 45 15 37 31 35 57 100 16 39 17 24 30 68 36 10 43 15 22 48 17 8 26 37 24 78 12 162 355
internal_value=-5.22022e-05 -0.0034781 -0.0458364 0.00125342 -0.00193808 9.2201e-05 -0.0173955 0.00195472 -0.0221539 0.00309698 0.00117879 -0.0209286 0.00377719 0.00531129 0.00117629 -0.0172805 0.00894764 0.00168067 0.0209021 0.04058 -0.00954577 -0.0430675 0.00066343 0.00625007 -0.0170252 0.0349868 -0.0662136 -0.0559174 0.0064897 0.00465769
internal_weight=0.204781 0.0565075 0.00254029 0.148274 0.0921243 0.0900298 0.0132009 0.0100338 0.0053661 0.0768289 0.0733428 0.0115507 0.0079664 0.0617921 0.0545539 0.0161642 0.0383897 0.0348754 0.0128589 0.00992887 0.0220165 0.00705163 0.00467431 0.0149648 0.00775795 0.00297852 0.00302123 0.00272282 0.0561495 0.0538874
internal_count=2900 1521 111 1379 845 830 301 270 213 529 513 80 63 433 403 73 330 320 112 97 208 65 75 143 117 67 178 80 534 517
is_linear=0
shrinkage=0.1


Tree=978
num_leaves=31
num_cat=0
split_feature=1 1 0 3 2 2 2 3 3 3 2 2 1 0 0 3 3 2 2 1 3 1 0 2 0 0 2 4 4 3
split_gain=0.000127271 0.000161442 0.000429852 0.000371661 0.000244578 0.000235755 0.000275447 0.000292823 0.000603484 0.000275109 0.000207722 0.000151927 0.000412084 0.000500816 0.000298366 0.000204409 0.000295761 0.000474307 0.000432118 0.000191322 0.00061307 0.00046694 0.000394756 0.000265511 0.000252952 0.000598215 0.000774872 0.000216056 0.000651777 0.000514873
threshold=90.988176966900014 84.600400448950026 105.98708487665002 0.075065000000000021 -0.088944999999999996 0.28022500000000006 0.19122000000000003 0.11263500000000003 0.096845000000000028 0.094415000000000013 -0.15626499999999999 0.11529000000000002 61.944763783650011 97.013011637200023 71.144667506050013 0.12746000000000005 0.43162500000000009 -0.13978499999999996 -0.091399999999999995 80.677940036650014 0.085715000000000027 78.962703749400006 100.67200315280002 -0.61225999999999992 101.47316367565001 99.515966156650009 -0.092624999999999999 44.527357125550004 48.852845034800005 -0.52484999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -5 6 11 8 -8 -7 -3 14 -13 -14 -1 19 17 -17 -19 21 -21 23 -23 -16 25 27 -27 -25 -29 -30
right_child=-2 3 -4 4 -6 9 7 -9 -10 -11 -12 12 13 -15 15 16 -18 18 -20 20 -22 22 -24 24 -26 26 -28 28 29 -31
leaf_value=-0.048456592083091582 -0.029484417403315234 0.08221298608209264 -0.051351250205750702 -0.032459736288176243 0.027274167605702476 -0.00075572861334344136 -0.010164724893860277 0.025943686341627071 -0.087389164159668076 0.059354215774598679 0.019557704010113672 0.058973523414401589 -0.033994819776721454 0.053146451827965339 0.036239012328459358 -0.090029052609261778 0.0099274308049551192 0.026793834301550412 -0.056516447687504495 -0.026213910302193513 0.043631796361106888 0.0069947854808985787 -0.063529256860057365 0.0018904139471785178 0.031152579040146851 0.0095794185545578312 -0.10002075685168121 -0.036395003391740559 0.070340826269052831 -0.0042345402582905835
leaf_weight=0.001265215710623129 0.0014596872134760566 0.0010170368837303378 0.0016354093406985284 0.0015464407275222226 0.0012311494745920076 0.0016086319853084998 0.0037517121817665913 0.0010959117166748911 0.0013857079760999369 0.0014456610150357929 0.0011029901873716515 0.0016163619606896912 0.0019135568716135551 0.0010063822489190244 0.0021170771806282287 0.0011163806820388977 0.0023180755493366991 0.001348899008549731 0.0011562892425282701 0.0019323781921503072 0.0035940318642981861 0.0012842095729863603 0.0020779725414111772 0.14573307655504514 0.0026643003641079457 0.0012358509266551104 0.0013494207942595779 0.00563481446478864 0.0011896789510501549 0.0041735769710188331
leaf_count=131 319 20 76 110 61 39 82 10 25 22 42 20 78 17 18 15 31 18 29 41 48 11 50 1225 42 41 46 144 4 85
internal_value=-6.31986e-05 0.000150943 -0.000297958 0.0180837 -0.00598306 0.000132385 -0.00030847 -0.0209838 -0.0309943 0.0276956 0.0496152 0.000389185 0.0184638 -0.00396083 -6.58409e-05 0.000276338 -0.0179643 -0.035817 -0.0116587 0.000902646 0.0192094 0.000298498 -0.0365921 0.00105435 0.000594485 8.34516e-05 -0.047628 0.00087045 -0.0126449 0.0123078
internal_weight=0.202008 0.200548 0.195651 0.00489762 0.00277759 0.194015 0.190961 0.00623333 0.00513742 0.00305429 0.00212003 0.184728 0.0045363 0.00291994 0.180191 0.178926 0.00593964 0.00362157 0.00250519 0.172986 0.00552641 0.16746 0.00336218 0.164098 0.161981 0.159316 0.00258527 0.156731 0.0109981 0.00536326
internal_count=2900 2581 2348 233 171 2272 2211 117 107 61 62 2094 115 95 1979 1848 93 62 47 1755 89 1666 61 1605 1587 1545 87 1458 233 89
is_linear=0
shrinkage=0.1


Tree=979
num_leaves=31
num_cat=0
split_feature=2 1 2 4 4 0 4 2 4 2 3 3 3 4 2 1 1 1 3 2 1 1 3 4 2 1 1 4 3 3
split_gain=0.000120056 0.000118947 0.000100127 0.000382015 0.000653114 0.000466831 0.000447064 0.000441988 0.000559053 0.000479257 0.000829617 0.000562252 0.00105202 0.000953335 0.000529836 0.000442317 0.000434724 0.000366164 0.000300307 0.000237866 0.000732142 0.000942643 0.00175565 0.000740575 0.000537823 0.00042554 0.000774886 0.000519081 0.001002 0.000669711
threshold=-0.62958999999999998 70.133807249000014 -0.11808 42.564639561200003 41.840895355800008 86.692020874450009 42.871500973550006 -0.14143499999999998 40.878805547300004 -0.16717499999999999 0.099425000000000027 0.11048000000000002 0.098200000000000023 40.660558922250004 -0.58350999999999986 66.318885161900013 70.96454081135002 62.305017173150013 0.087605000000000016 -0.088099999999999998 61.409760615700009 62.197478847950002 0.082325000000000023 41.395309858300003 -0.093604999999999994 64.654729579150015 65.630639880500027 41.21013581150001 0.087605000000000016 0.088280000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 -6 -5 9 18 11 -11 12 13 14 -2 17 -7 -16 -9 20 -4 22 -22 -24 -25 -23 -27 29 -29 -28
right_child=2 -3 19 6 5 16 -8 8 -10 10 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 21 25 23 24 -26 26 27 28 -30 -31
leaf_value=-0.0038433101402937059 0.035682578126325352 -0.045845689896877935 0.05530232803386409 -0.057088490644877379 0.080988470600647428 -0.018990696805720006 -0.0019065333566205907 0.074220298798615456 -0.019236611247384849 -0.084764075417284687 0.007993535412884608 0.056618747324620369 -0.088839744637784837 0.062032356720278375 -0.019043910772381531 0.0079882905316307345 0.061589458977486494 -0.087490978933399466 0.021088198136163045 0.0011120568038269236 0.050679787508039677 0.023323599851802441 -0.10004308595038658 -0.0040043253415644022 -0.068135848529650808 -0.07571086861875613 -0.023688258264112066 -0.0011142461557812229 -0.092536220989412526 0.034840584665404795
leaf_weight=0.0016924096618167591 0.0018904424715794517 0.0011206835286899225 0.0017137833877994965 0.001596826096892468 0.0020847639266889919 0.0014593996857001912 0.018222005458803057 0.0021291471867279071 0.001767365267284049 0.0017731085597650952 0.0021136261539567019 0.0018587096959056361 0.0012597963601630171 0.0024647846079359501 0.0017285926665421094 0.0022569709733064871 0.0012369861945170126 0.0014265786802660995 0.0021259764495905097 0.11674683141822585 0.0018299515556080602 0.005625391762578146 0.0027404091254084051 0.0026317636992792002 0.0025990965922171308 0.0015543825425936566 0.0029900539223453463 0.0051154882074341294 0.0015658090298114047 0.0056476188808487838
leaf_count=15 47 34 15 23 10 11 466 26 12 80 17 24 23 50 73 97 31 28 24 1440 22 22 20 26 31 9 30 77 43 74
internal_value=-6.28086e-05 -0.0205763 0.000228408 0.00423754 0.0118486 0.0454519 -0.00635261 0.0048005 0.0280384 -0.00354346 -0.034322 0.0057402 -0.00283575 0.00825705 -0.00989331 -0.0258128 0.017976 -0.0499916 0.047674 -0.00103196 -0.00839094 -0.0117704 -0.0376532 -0.0579317 -0.0358698 -0.000494963 -0.00843581 -0.00160956 -0.0225396 0.01458
internal_weight=0.200969 0.00281309 0.198156 0.0473951 0.0275762 0.00478115 0.0198188 0.0227951 0.00602249 0.0167726 0.00388673 0.0128859 0.0110272 0.00976737 0.00730258 0.00541214 0.00269639 0.00315517 0.00425512 0.150761 0.0340137 0.0323 0.00980122 0.00797127 0.00523086 0.0224987 0.0168734 0.015319 0.0066813 0.00863767
internal_count=2900 49 2851 1042 553 52 489 501 62 439 97 342 318 295 245 198 42 101 50 1809 369 354 99 77 57 255 233 224 120 104
is_linear=0
shrinkage=0.1


Tree=980
num_leaves=31
num_cat=0
split_feature=1 1 4 4 1 3 0 1 4 2 1 0 0 0 3 0 3 2 2 4 2 2 3 3 4 4 4 2 2 2
split_gain=0.000105057 0.000129574 0.000323452 0.00045258 0.000259256 0.000535022 0.000222362 0.000402005 0.000325577 0.000155166 0.000258656 0.000485529 0.000308801 0.000428628 0.000182233 0.000158623 0.000153057 0.000151068 0.000601626 0.00040688 0.000182402 0.000172775 0.000166956 0.00132973 0.000638143 0.000826775 0.000836908 0.000618535 0.000651947 0.00183971
threshold=90.988176966900014 84.600400448950026 44.710446918150005 48.008184682100008 81.524804347700012 0.086230000000000015 103.44649194340002 80.677940036650014 44.710446918150005 0.28022500000000006 78.962703749400006 100.67200315280002 101.47316367565001 100.13162306855001 0.089785000000000018 93.910530954700008 0.070195000000000021 0.19122000000000003 0.20981000000000005 39.530201452500002 -0.66246499999999997 0.12406000000000002 0.087605000000000016 0.087265000000000023 39.852039223600009 40.259171735100004 40.496232821400007 -0.13820499999999999 -0.068524999999999989 -0.060760000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 6 16 7 9 -8 10 12 -12 13 17 -14 -11 -6 20 -19 -20 -1 22 23 -22 -24 -26 -27 -28 -29 -30
right_child=-2 2 3 -5 5 -7 8 -9 -10 15 11 -13 14 -15 -16 -17 -18 18 19 -21 21 -23 24 -25 25 26 27 28 29 -31
leaf_value=0.036501779170507613 -0.026900332240639448 -0.019259769263403864 0.089455619027691224 0.008616214953342291 -0.029996705284218425 0.012561103456519089 -0.063368115327674404 0.040020707255445001 0.011146350505597266 -0.00087137228875646159 0.0054532425043662125 -0.075503210321219622 0.053241661017551158 -0.048189420972722906 0.0039758860653895181 0.04880579651148096 -0.082393930724571199 -0.065772416538076195 0.035680251108352733 -0.04256860106827625 -0.00031582070241329042 0.023864884793867707 0.010964422309572458 0.050083655308550634 -0.047167602299607682 0.049476011722072617 0.015016249649999043 -0.020692567759289751 0.07009039185531292 -0.015626605777268588
leaf_weight=0.0014120946761978217 0.0014486179744479513 0.0016644547295107193 0.0010336317433084132 0.0020987082463648221 0.0010327813018452059 0.0020308401597463801 0.0013149678487132379 0.0025596076645655321 0.001058279048125943 0.0012583536983865598 0.0017294346016489817 0.0012959542531899571 0.0017239865852040062 0.0018483327614889347 0.0013300952325323578 0.0013139071007186587 0.0012113981097113258 0.0016621795130120623 0.0019738346731905665 0.0010017938856012321 0.073280664056857209 0.0030827248605862769 0.023413559939667719 0.0056376544828822253 0.0050562891572791804 0.0026895976235400401 0.0098312102794792938 0.030917033665266425 0.0033344890697422089 0.010051928044826419
leaf_count=10 319 165 17 51 33 65 51 28 27 24 20 29 23 58 21 22 47 16 30 30 958 67 239 24 42 22 93 203 20 146
internal_value=-6.84859e-05 0.000127972 0.016363 0.0352922 -0.000275421 -0.0246273 0.000276046 0.000663301 -0.0301406 0.000115343 -0.000230727 -0.0292252 0.000261395 -0.000288157 0.0317857 0.0245037 -0.0582805 0.000222602 -0.0175824 0.0093365 0.000712065 0.000409973 -3.03406e-05 0.00328455 -0.00309744 -0.00841798 -0.00496999 -0.00767506 -0.0127104 0.00572507
internal_weight=0.199298 0.19785 0.00479679 0.00313234 0.193053 0.00427502 0.188778 0.186405 0.00237325 0.183845 0.181273 0.00302539 0.178247 0.175193 0.00305408 0.00257226 0.00224418 0.173345 0.00463781 0.00297563 0.168707 0.167295 0.164212 0.0789183 0.0852941 0.0618805 0.0568243 0.0541347 0.0443035 0.0133864
internal_count=2900 2581 233 68 2348 145 2203 2125 78 2097 2051 49 2002 1958 44 46 80 1900 76 60 1824 1814 1747 982 765 526 484 462 369 166
is_linear=0
shrinkage=0.1


Tree=981
num_leaves=31
num_cat=0
split_feature=2 4 1 0 1 0 0 0 2 2 1 2 2 1 2 1 2 4 4 2 4 0 1 3 2 0 4 4 0 0
split_gain=0.000119799 0.000119038 9.33569e-05 0.000442026 0.000420662 0.000399392 0.000322258 0.000557295 0.000315899 0.00118878 0.000643837 0.0014404 0.000636892 0.000572242 0.000538139 0.000469853 0.00038307 0.000345191 0.001202 0.000844664 0.000688118 0.000729254 0.000361605 0.000527429 0.000382068 0.000647279 0.000520318 0.000304358 0.000303252 0.000359926
threshold=-0.62958999999999998 40.580626202750004 68.961639504150014 93.262612545250008 68.214248143850014 91.625341543800019 90.337570099350003 90.837623311600012 -0.060760000000000002 -0.069554999999999992 70.865067860500019 -0.10098 -0.079824999999999993 70.96454081135002 0.022230000000000003 72.187789260650007 -0.083135000000000001 41.792045663550006 42.428475018400007 -0.087910000000000002 43.368902217050007 97.483491810050012 82.987325570650015 0.10332500000000001 -0.094344999999999998 98.201310130900012 38.938637541200009 39.852039223600009 96.249489528150022 97.152811460000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 -2 -8 9 10 11 -5 16 14 -10 -14 17 19 -19 22 21 -20 23 24 25 26 -12 -7 -15 -30
right_child=2 -3 3 8 -6 27 7 -9 13 -11 12 -13 15 28 -16 -17 -18 18 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0027799200824845916 0.00039088441974809867 -0.039017064930656258 -0.045194494005658309 0.00030078744365285318 0.035479334592074849 0.00336009806525718 0.048020980132114588 -0.010871157298334207 0.065374131841467495 -0.10002619161344191 0.027229545261552798 -0.10002086503411241 0.074234188267215548 -0.039781134093495978 -0.008014127393973728 0.012367888916789069 -0.062105927289101498 0.063132317512077082 -0.10002854951804674 -0.10002166327906528 0.010221065816741468 -0.0060230567196701027 0.039483632088314666 0.045605966418731464 0.017592061430465392 -0.10001594985262091 -0.046425375679125469 -0.067409156848188587 0.036426016653428435 -0.0034555030236313325
leaf_weight=0.0012120560510734133 0.12091683058095637 0.0015563045851665607 0.0023852137003971948 0.0044908716533286208 0.0035912616725077831 0.0010238353931395485 0.0037986808306342884 0.0027847910740182655 0.0029502120244471143 0.001313329608043221 0.0015580262129705471 0.0021006170270953589 0.0018847248051450842 0.0017150823475221471 0.0015108780267354405 0.0035208606263482187 0.0010795057005607489 0.0031810510602803968 0.0013794202473427211 0.0010484646365536846 0.0075359864044679745 0.0020540241263301258 0.0015067157607673827 0.0012645442632334691 0.0016404534282514751 0.0012663675595288183 0.0024949854206468558 0.001495199906010436 0.0028544665004162093 0.010919573858507954
leaf_count=28 1064 21 85 54 32 16 40 30 31 35 32 49 11 39 31 42 36 51 18 34 273 51 162 32 19 77 27 58 28 394
internal_value=-6.07203e-05 -0.0207173 0.000232136 -0.00298667 0.00171747 0.000784937 0.00156397 0.0231098 -0.0012881 -0.00648834 -0.00325611 -0.0316703 0.00270573 0.00896108 0.0405191 0.0339383 -0.00378537 -0.00126001 0.0090103 -0.014742 -0.00668468 -0.0437907 -0.00555363 -0.0138045 -0.0245989 -0.0376103 -0.0181115 -0.0386457 -0.00012807 0.00480935
internal_weight=0.198034 0.00276836 0.195266 0.0616554 0.133611 0.130019 0.1275 0.00658347 0.0592702 0.0393199 0.0380066 0.00659149 0.0314151 0.0199502 0.00446109 0.00540559 0.0260095 0.02493 0.0141505 0.0107796 0.0109694 0.00343344 0.00973109 0.00822438 0.00695983 0.00531938 0.00405301 0.00251904 0.0154891 0.013774
internal_count=2900 49 2851 1611 1240 1208 1134 70 1526 1003 968 103 865 523 62 53 812 776 393 383 342 69 349 187 155 136 59 74 461 422
is_linear=0
shrinkage=0.1


Tree=982
num_leaves=31
num_cat=0
split_feature=2 4 4 1 2 3 2 2 3 0 0 2 1 0 2 0 1 4 2 1 4 0 2 3 3 0 3 1 1 3
split_gain=9.7873e-05 9.8593e-05 7.92772e-05 0.000232348 0.000122919 0.000608332 0.000370249 0.000271726 0.000431559 0.000253436 0.000168264 0.000249944 0.000128879 0.000816725 0.000706463 0.000651703 0.000629199 0.000463535 0.00105519 0.00110085 0.00063636 0.000563993 0.000540179 0.000317476 0.000796907 0.000709715 0.000550274 0.000755941 0.000879175 0.000541845
threshold=-0.62958999999999998 40.580626202750004 33.96174662340001 68.579878449600017 0.20327000000000003 0.10236000000000002 0.15675000000000003 0.22542000000000004 0.08079500000000002 87.181320254150009 93.063666643600016 0.68694500000000025 66.697957758300021 90.337570099350003 0.090855000000000033 90.837623311600012 65.630639880500027 38.115457128050004 -0.081169999999999992 64.84561010645001 39.134693790050008 82.401241698250018 -0.26138499999999998 0.090865000000000015 0.090225000000000014 93.679323555450011 0.091385000000000022 71.343613407700005 80.288113607700012 0.095845000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 12 -6 10 -8 -9 -12 13 16 23 -15 17 18 19 21 -19 -4 -22 24 -14 -25 -27 -28 -29 -30
right_child=2 -3 4 -5 5 -7 9 8 -10 -11 11 -13 14 15 -16 -17 -18 20 -20 -21 22 -23 -24 25 -26 26 27 28 29 -31
leaf_value=0.0025021220649945105 -0.053150866507226807 -0.035659258070249271 -0.016485151256646225 0.0053898680185903297 0.03576108583682934 0.070983849660422801 -0.057806785827563559 0.034856226988820807 -0.047429087098581527 -0.0013776289385028818 -0.041989557619870145 0.026482971658073097 -0.00059453141294828974 0.076879783486594425 -0.071642007298618984 0.0077207923435312423 -0.040731623164621263 -0.034487206335726051 0.075575439866416516 -0.053549809073434797 0.042872578310587155 0.072683591200684031 0.00054029115320459304 -0.060484082314597815 0.052621711931663852 -0.062243900427444168 0.036613629255282762 -0.033057710281233353 0.081335804850191609 -0.0017121840960415227
leaf_weight=0.001211966556945868 0.0010732963838589922 0.0015338182889322498 0.0011465648734802214 0.0018407979505675549 0.0016730085175567034 0.0014582724844218742 0.0018531255036950958 0.0015808818529876585 0.0020061068279942427 0.0013950813748787594 0.0010801046588638369 0.0010526534188244341 0.035315127582831014 0.0025633031555187804 0.0014763243255138383 0.0029086959842024029 0.0035731296431080741 0.0050583065345435321 0.0027281291580531081 0.0022721869027009234 0.0031133701993199944 0.0018600824129180182 0.094779569085592097 0.0026206967049515846 0.0030576039940956303 0.0014945400635654532 0.0043219826869765462 0.0071024781496512425 0.0012452385071869453 0.0021285321105631895
leaf_count=28 71 21 37 138 17 29 25 18 73 26 40 20 885 29 111 32 24 35 19 12 37 15 744 37 20 14 70 163 34 76
internal_value=-6.76673e-05 -0.0188151 0.000197978 -0.0161714 0.000447903 0.0119559 -0.000111714 0.000312284 -0.0100564 -0.0335709 0.0101323 -0.00819396 0.000496245 0.00237514 -0.00334079 0.0401176 0.000571905 0.00190198 0.0250782 -0.00101898 9.94637e-05 0.0386797 0.00188662 -0.00158059 0.00364583 -0.0121843 -0.00441522 0.00142516 -0.0130919 0.0289403
internal_weight=0.196525 0.00274578 0.193779 0.00291409 0.190865 0.00885103 0.182014 0.00739276 0.00571975 0.00324821 0.00371364 0.00213276 0.178766 0.120003 0.0587625 0.005472 0.114531 0.110958 0.00800696 0.00527883 0.102951 0.00300665 0.0978929 0.0572862 0.0383727 0.0189135 0.0162928 0.0147982 0.0104762 0.00337377
internal_count=2900 49 2851 209 2642 197 2445 168 151 51 78 60 2394 984 1410 61 923 899 83 64 816 52 781 1299 905 394 357 343 273 110
is_linear=0
shrinkage=0.1


Tree=983
num_leaves=31
num_cat=0
split_feature=1 4 4 0 4 4 4 3 3 3 3 3 2 1 2 2 2 3 1 0 0 0 1 4 2 2 4 4 0 1
split_gain=9.15566e-05 9.76075e-05 0.000660739 0.000659818 0.000574633 0.000355343 0.000627895 0.000322986 0.000467743 0.000687804 0.000842618 0.000508234 0.000396792 0.000446519 0.000423689 0.000395181 0.000345007 0.000313296 0.00096979 0.000299803 0.000456163 0.000290698 0.000317428 0.000547193 0.000429671 0.000513546 0.000286059 0.000777859 0.000238982 0.00121768
threshold=90.988176966900014 43.19689381845 43.082598263550004 89.665455566700004 43.245737185650007 43.022303514600004 42.898324343550009 0.10273500000000002 0.088005000000000014 0.083415000000000031 0.082325000000000023 0.080960000000000018 0.066885000000000014 89.264875305300009 -0.085249999999999992 -0.097799999999999984 -0.081169999999999992 0.085765000000000022 71.52105164435001 75.994645973400011 78.156166310250015 106.35540364055001 62.55235532115001 48.680511450650009 -0.22866 -0.15895000000000001 42.871500973550006 42.773538294100007 85.807518149550006 61.960894532450006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -3 6 19 8 9 10 11 12 13 14 21 -10 -17 18 -11 -1 -21 22 23 -6 -24 -26 27 28 29 -22
right_child=-2 4 3 -5 7 -7 -8 -9 15 17 -12 -13 -14 -15 -16 16 -18 -19 -20 20 26 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.052323802297681979 -0.02511617218577011 0.059053845281814302 -0.090446617061658741 0.0098493197971682104 -0.067040188236077686 0.032946399723465095 -0.056702344326653033 -0.047543855560131257 -0.0046955192297130225 -0.10006157230153373 0.050767167813615649 -0.062760370960147208 0.050921639628452413 0.059308514279555163 -0.065829714838000444 0.075771868545811069 0.01084321362935055 -0.0088742962420249004 0.014466661959383504 0.05607140493522357 -0.010193785592268245 -0.052349946843736041 -0.010550295559782898 0.0034062955773343923 0.080031159011763109 -0.0081959303029973847 0.03713587195191808 -0.060754971547341712 -0.0016040326431628425 0.03695459720727802
leaf_weight=0.0010888061036838361 0.0014471415452761696 0.001853094932222645 0.0016182658929293206 0.0011030136009217983 0.0014180938939986005 0.0031892768859501089 0.0019816926183938979 0.0012729418655936789 0.0020201834829514098 0.0018164398764013412 0.0036571775193543479 0.0012759826109676733 0.0015490788441206984 0.0010908992704798956 0.0011296905450055754 0.0021407359403298187 0.0013248626070133307 0.0032507132392311212 0.0012468768903875806 0.0014543773421022968 0.013029406778671957 0.0010472613657356794 0.0023480283266155491 0.0049562072845290572 0.0017795718982540521 0.0010484315333290279 0.0020228750693114242 0.0021272696080777689 0.12037685327380956 0.0094511115075965567
leaf_count=123 319 11 33 18 74 21 41 25 32 21 25 17 41 19 43 15 39 37 31 24 116 28 87 37 23 99 9 29 1358 105
internal_value=-5.66455e-05 0.000130605 -0.00094626 -0.0497938 0.00481077 -8.71194e-05 -0.00078237 0.00188647 0.00378742 -0.00151092 0.00708166 -0.00197369 0.00276521 -0.00226902 -0.00716255 0.0304583 0.0509503 -0.030498 -0.0534446 -4.13761e-05 0.000342058 -0.00190156 0.00267256 -0.012266 0.0210694 0.0473225 -0.000209284 -0.000730336 0.000163482 0.00962803
internal_weight=0.195116 0.193669 0.157443 0.00272128 0.0362263 0.154722 0.151532 0.0343732 0.0331002 0.0276145 0.0213004 0.0176432 0.0163673 0.0148182 0.0137273 0.00548578 0.0034656 0.00631403 0.00306332 0.149551 0.148462 0.0125976 0.0115503 0.0063743 0.00517603 0.002828 0.147008 0.144985 0.142857 0.0224805
internal_count=2900 2581 1877 51 704 1826 1805 693 668 582 493 468 451 410 391 86 54 89 52 1764 1641 348 320 111 209 122 1617 1608 1579 221
is_linear=0
shrinkage=0.1


Tree=984
num_leaves=31
num_cat=0
split_feature=1 1 4 4 0 0 1 0 0 1 1 2 2 3 0 2 2 1 1 4 0 3 2 3 3 0 0 3 4 0
split_gain=8.84488e-05 0.000663798 0.00068599 0.000952723 0.000610751 0.000665713 0.000684011 0.000558327 0.000737389 0.00186545 0.000569651 0.000608269 0.00119294 0.00177588 0.00135698 0.00086022 0.000747829 0.000542685 0.000932158 0.000589529 0.000511383 0.000350439 0.00032059 0.000283656 0.00146491 0.000772285 0.000680157 0.000573356 0.000667086 0.000717398
threshold=62.041548276350007 62.095317438950012 41.028010303750008 41.755948821900006 86.866770652900016 86.530713386650021 62.025417527550012 86.232294534150014 86.036037090600004 61.993156030000002 61.960894532450006 -0.082314999999999985 -0.036264999999999999 0.10273500000000002 81.917319234750025 -0.095019999999999993 -0.10965999999999999 62.132955852800002 62.154463517850012 41.872669623500009 85.807518149550006 0.089580000000000021 -0.14143499999999998 0.094625000000000029 0.094415000000000013 87.181320254150009 87.29692395375001 0.10332500000000001 35.131296350900008 100.53758024625002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 6 7 8 9 10 11 15 -13 14 -14 16 22 19 -19 -3 -11 -5 -1 24 -20 -25 -27 -28 -29 -30
right_child=1 17 3 21 -6 -7 -8 -9 -10 20 -12 12 13 -15 -16 -17 -18 18 23 -21 -22 -23 -24 25 -26 26 27 28 29 -31
leaf_value=-0.0076428250390463588 0.014839725283648532 -0.0024030362269489101 -0.09096506419828583 -0.0026898806078401089 -0.028885870074965882 0.047757597835573991 0.05133092893736161 -0.039680199785255797 0.038081477060950247 -0.026229350524657941 0.03396206643187568 -0.064965615060721724 -0.026977277575370065 -0.081389938138570997 0.098535208266778085 0.041806618206157956 -0.079701243718836787 -0.069297798702835853 0.00092868615547142671 0.045422034463496352 -0.10005341675567377 -0.049857654605186104 0.027736276966251042 -0.061612091810506288 0.089941718507321314 0.073571882530750962 -0.024282738077733627 -0.05722615612744042 0.024177498191664305 -0.04709247839910978
leaf_weight=0.0082401972492841067 0.0035172243369743375 0.0049000697665633197 0.0024242331145956086 0.0047418416584628365 0.0053795740369366732 0.0036385199566666407 0.0028099268767745036 0.0032153395321650171 0.0053986342217058328 0.0016683716704830312 0.006007135518131256 0.0036995297824136131 0.0014421832302353335 0.0015075539261601989 0.0021389250738594917 0.0058909625476957208 0.001192193117788066 0.0019742099822757089 0.080650432471440714 0.0054377771257358987 0.0021443178431832521 0.0023586495250643574 0.0037164501929396456 0.00251059423896149 0.0018922430710661678 0.0010965285764541468 0.010661745649074135 0.0014539134378905401 0.010389204613523053 0.0016345782581180393
leaf_count=198 19 16 15 32 29 20 24 24 30 32 38 34 101 11 23 30 18 13 1607 28 13 29 23 34 9 5 203 35 146 61
internal_value=-5.46059e-05 -0.00145289 -0.0229013 -0.036838 0.00321047 0.0064862 0.00342605 0.000516325 0.00351879 -0.00143744 0.00603485 6.30141e-06 -0.0217552 0.00965942 0.0479888 0.0100507 -0.00417658 0.000828728 -0.00119021 0.0227533 -0.0677492 -0.0183581 0.00335396 2.89387e-05 0.00296926 -0.00871816 -0.00345602 -0.00695499 0.0067524 0.0144887
internal_weight=0.193733 0.135643 0.0130419 0.00952472 0.0580898 0.0527102 0.0490717 0.0462618 0.0430465 0.0376478 0.0338351 0.027828 0.00878819 0.00508866 0.00358111 0.0190398 0.0131488 0.122601 0.112263 0.0103378 0.00381269 0.00710049 0.0119566 0.110289 0.0825427 0.0277466 0.025236 0.0241394 0.0134777 0.0120238
internal_count=2900 2252 95 76 648 619 599 575 551 521 476 438 169 135 124 269 239 2157 2113 44 45 61 221 2100 1616 484 450 445 242 207
is_linear=0
shrinkage=0.1


Tree=985
num_leaves=31
num_cat=0
split_feature=3 0 1 4 0 4 3 1 2 2 0 0 0 4 0 3 4 2 4 4 3 3 3 3 3 3 3 4 2 2
split_gain=7.76569e-05 0.000254233 0.000754666 0.000547034 0.00050919 0.000363132 0.000196465 0.000103883 8.89625e-05 0.000150807 0.000320945 0.000402288 0.000276571 0.000340267 0.000183206 0.000157167 0.000139351 0.000226959 0.000656434 0.000416575 0.000630897 0.000897427 0.000527591 0.000416286 0.000884189 0.000729013 0.000582656 0.00050565 0.000784682 0.000414132
threshold=0.11614000000000002 87.393708446500014 65.630639880500027 40.036761086100007 85.872041144650012 41.134354310300004 0.11308000000000003 68.961639504150014 -0.61225999999999992 -0.29600999999999994 97.900202820250016 87.393708446500014 91.410264893400026 40.08085804200001 100.24991522630002 0.11048000000000002 49.275256100300005 -0.11808 35.337501601400007 42.564639561200003 0.087725000000000011 0.085765000000000022 0.080515000000000017 0.078295000000000017 -0.079549999999999996 -0.112455 0.093760000000000024 41.755948821900006 -0.14143499999999998 -0.23557500000000001
decision_type=2 2 2 2 2 2 2 2 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 7 8 -4 -1 10 11 -10 -13 -14 -12 16 17 18 -11 23 21 22 29 24 25 -20 27 28 -25 -21
right_child=1 2 5 4 -6 -7 -8 -9 9 15 14 12 13 -15 -16 -17 -18 -19 19 20 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.019759819800998363 0.025948509214966151 0.07838288322695959 -0.014994439363745391 -0.0086173644129707207 -0.08365646137069814 0.024109228605675829 0.029677740689988019 -0.056611960293264596 0.010790420367876833 -0.063116230985774957 0.04328986457071117 -0.085014744907490003 0.015242736435259339 -0.063277700825754651 -0.0096011806244583036 -0.022826292029788794 -0.017447847882874349 -0.00048644957370285895 -0.0011161845249959277 -0.043779047264339843 -0.063521200270584124 0.097085907073341166 -0.051647295893146386 -0.027124381047758828 -0.068386471999323892 0.092103665928480835 0.0045691097398091914 0.086737862272151064 0.071308284985425574 0.016931907331399373
leaf_weight=0.0022617786622129701 0.0015281588152333929 0.0011553426229511388 0.0010995465108862841 0.001844504055576679 0.0017740069474773967 0.0015660425013994672 0.002266949264217998 0.0013195799027322275 0.0017721665386765395 0.0012053036684323412 0.0012142388636631198 0.0012663708363404311 0.0010398625874636913 0.0011760839992973615 0.0014216882336870729 0.0028561920776448693 0.0040678571986040571 0.13211276033322419 0.0030807429750263635 0.0013135552339709851 0.0014284964006230751 0.0010079002865950324 0.0017615644963206731 0.0014290811243119882 0.0013610387070285869 0.0011528475480472172 0.0036758129339912182 0.0027478792992100612 0.0018691011353945287 0.0077689242898266704
leaf_count=41 18 13 6 27 29 34 30 62 37 96 26 16 22 21 107 36 207 1576 67 120 19 8 18 43 36 23 33 17 19 93
internal_value=-5.61933e-05 -0.0085081 0.00722186 -0.0242192 -0.0454059 -0.0134085 0.000423489 -0.0376959 5.29797e-05 -0.000199228 -0.013712 -0.0279965 -0.0477354 -0.0264309 0.0147631 0.000432267 0.000832494 0.00129176 0.00917452 0.0122214 -0.000740218 0.00682668 -0.00156247 0.0234601 0.00172776 0.0242685 0.0359663 0.0550548 0.028658 0.00815157
internal_weight=0.191545 0.0102872 0.00514051 0.00514667 0.00361851 0.00398517 0.181258 0.00241913 0.178991 0.176729 0.00789041 0.00525448 0.00348232 0.00221595 0.00263593 0.168839 0.165983 0.161915 0.0298022 0.0285969 0.0132804 0.0118519 0.010844 0.0153165 0.00559463 0.00423359 0.00972187 0.00604606 0.00329818 0.00908248
internal_count=2900 189 115 74 56 102 2711 68 2681 2640 229 96 59 43 133 2411 2375 2168 592 496 258 239 231 238 126 90 112 79 62 213
is_linear=0
shrinkage=0.1


Tree=986
num_leaves=31
num_cat=0
split_feature=4 4 4 3 3 2 3 3 3 3 4 4 4 4 2 4 4 4 4 0 0 2 2 0 4 4 0 4 3 3
split_gain=8.62323e-05 0.000611374 0.000425477 0.000275093 0.000454625 0.000686555 0.00025998 0.000529121 0.000635863 0.000471054 0.000263952 0.000433272 0.000716163 0.000254798 0.000695489 0.000247787 0.000612392 0.000263081 0.000666275 0.000223022 0.000676806 0.00132908 0.00231697 0.00132838 0.000662925 0.0012985 0.00150669 0.00113366 0.00107495 0.00126127
threshold=43.162556114600001 43.104429861650011 43.245737185650007 0.096845000000000028 0.090865000000000015 -0.23871499999999998 0.088005000000000014 0.083415000000000031 0.082325000000000023 0.080960000000000018 43.509905336500005 44.921040431000009 45.673096293200011 43.673409002000007 -0.10282499999999999 43.022303514600004 42.898324343550009 42.871500973550006 42.773538294100007 86.135510041400025 87.181320254150009 -0.065399999999999986 -0.12350999999999999 86.597924839850023 41.134354310300004 41.941595803500007 85.775256651950016 42.686561923500008 0.09721500000000001 0.085880000000000026
decision_type=2 2 2 2 2 2 2 2 2 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 -2 4 5 -4 7 8 9 10 -7 -12 -13 -9 -15 16 17 18 19 24 21 22 -21 -24 -1 28 27 -27 29 -26
right_child=2 -3 3 -5 -6 6 -8 13 -10 -11 11 12 -14 14 -16 -17 -18 -19 -20 20 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0077611232063288698 0.049840878256909055 -0.053539885628430407 -0.072879725344275892 -0.038446961354698626 0.042538353989761087 0.050710984762485714 0.038987450559227255 -0.0012346170943040051 0.047037395469114347 -0.059102595827472695 -0.042832898678580381 0.083493803937263092 0.00070437547369073738 0.015032865450467557 -0.078471115996560564 0.0270065807732425 -0.057662582133696884 0.035868762829744771 -0.058045393855367791 0.016481410314136646 0.0022858443478709569 0.013879096028438754 -0.10006221036900705 -0.028431778657894386 0.0043317225107027905 -0.014147798479887673 -0.10004537315695515 0.083655870509384722 -0.00031762726395044734 0.092594336099847852
leaf_weight=0.016568359722306965 0.0019441863038449766 0.0021902529610452462 0.001233539084985742 0.0016216782940790464 0.0027665925243982583 0.0011679892166202221 0.0019065872971591796 0.002445415300055132 0.0035057013256807315 0.0012367656022879417 0.0019347616230255141 0.001142982097320556 0.012172447569390593 0.0012694720198522802 0.0021305124620011641 0.0032456576751358759 0.0018782229718744816 0.0019950010660967901 0.0019977263232175127 0.0059016458566318866 0.081079491527024206 0.0092593229204567251 0.0048681266737276019 0.0055298977724760334 0.0024017291371004057 0.0048250838437816149 0.0015490028751268814 0.0015710328315670097 0.0040467495999240155 0.004967972289143887
leaf_count=256 22 33 137 46 45 25 30 22 25 19 66 19 295 13 61 33 44 11 33 34 1317 65 25 21 38 75 28 10 28 24
internal_value=-4.77893e-05 -0.0010841 0.0043236 0.00176111 0.00374224 0.000181823 0.00329895 0.000779392 0.0081362 0.000411685 0.00489484 0.00138585 0.00781093 -0.0258526 -0.043559 -0.000326663 -0.00092431 -0.000197193 -0.0006949 0.000108718 -0.00218708 -0.0163763 -0.0335634 -0.0619676 0.00692254 0.0194879 -0.0115554 0.00987502 0.041092 0.0638302
internal_weight=0.190354 0.153875 0.0364786 0.0345344 0.0329128 0.0301462 0.0289126 0.027006 0.0211606 0.0176549 0.0164182 0.0152502 0.0133154 0.0058454 0.00339998 0.151685 0.148439 0.146561 0.144566 0.142568 0.106638 0.025559 0.0162997 0.010398 0.0359299 0.0193616 0.00794512 0.00639612 0.0114165 0.0073697
internal_count=2900 2075 825 803 757 712 575 545 449 424 405 380 314 96 74 2042 2009 1965 1954 1921 1462 145 80 46 459 203 113 85 90 62
is_linear=0
shrinkage=0.1


Tree=987
num_leaves=31
num_cat=0
split_feature=2 1 3 3 3 4 4 1 0 3 2 2 1 2 2 1 2 2 1 0 2 4 4 3 2 4 3 3 3 2
split_gain=8.93557e-05 0.000110227 0.000104081 0.000871347 0.000786015 0.000415754 0.00120051 0.000864756 0.000668523 0.000655987 0.000655419 0.000640886 0.000569025 0.000563258 0.00147217 0.00125906 0.00115524 0.000850327 0.00080772 0.000472651 0.000413381 0.00037843 0.00115631 0.000590172 0.00101087 0.000480877 0.000447105 0.000331686 0.000567741 0.000754927
threshold=-0.62958999999999998 70.133807249000014 0.093295000000000031 0.092290000000000025 0.093480000000000021 41.590548329450009 41.811877919650009 65.727424373200009 85.901614184050018 0.10236000000000002 -0.072569999999999982 -0.053019999999999991 66.499011856650014 -0.097799999999999984 -0.083794999999999994 62.106071271500007 -0.5169149999999999 -0.036264999999999999 62.245871094250013 90.337570099350003 -0.092864999999999989 41.134354310300004 40.21994457600001 0.094625000000000029 -0.058529999999999992 36.514114975300011 0.10611500000000003 0.091975000000000015 0.09117500000000002 -0.083330000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 27 -4 7 -7 8 11 -10 -11 -6 -9 16 -15 17 -8 -16 -17 -20 -5 22 23 -14 25 -25 -26 28 -2 -30
right_child=2 -3 4 20 5 6 13 12 9 10 -12 -13 21 14 15 18 -18 -19 19 -21 -22 -23 -24 24 26 -27 -28 -29 29 -31
leaf_value=-0.0011944408486718092 0.00048064844935548264 -0.042521699402743973 0.06840708844855263 -0.0088000057197216656 0.016833564149977925 -0.091576594633525313 0.034937290445950182 -0.079434170085967995 0.061147721461609177 -0.015718966557142854 0.042141453062671697 -0.042802148563841291 0.061827087980540756 0.057139313413598347 -0.10004795504196516 0.083154492564075588 -0.078510595058309277 0.0027239509205706771 -0.038861099274283079 0.028180347325309264 -0.087719760831963242 0.040063476841773291 -0.078152106694678938 -0.00087900503945355975 0.051913842391942577 -0.080890463803081958 -0.007994258029058586 0.030316689345183563 0.022083606771227001 -0.057180911919272492
leaf_weight=0.0015649299340197544 0.11711202844174319 0.0010983254332345028 0.0018214889469163531 0.0010932328739610944 0.0058473589665766212 0.0016640576033992707 0.0014307885219012671 0.0011223984474781892 0.0054341221779168345 0.0035695676808700236 0.0043356446523965522 0.0026048134882330348 0.001457356147116169 0.0040814684519885338 0.0022018298416870419 0.0013046487902101944 0.0024086306376562556 0.0012691146217811058 0.002204854397446665 0.0020105386638428445 0.0016892974671162985 0.0016164169205885584 0.0021338376906815887 0.0011989476049227964 0.0024088867636874647 0.002011184147207969 0.0025800687955987271 0.0034772963312628682 0.001754416547043571 0.0038130420128568709
leaf_count=15 1950 34 11 22 45 17 22 7 32 23 34 25 33 30 25 9 43 30 22 52 33 25 43 57 45 86 37 24 20 49
internal_value=-5.07544e-05 -0.0182378 0.000210139 -0.00136021 0.00378008 0.00163573 -0.010533 0.00785937 0.0204587 0.0344009 0.0160148 -0.00154513 -0.0110377 -0.0025587 0.00733166 -0.0152786 -0.0362334 -0.0624705 0.0143952 -0.00688557 -0.0567128 -0.00531161 -0.0115324 0.0031889 -0.00723381 -0.0510071 0.020932 -0.000139347 -0.00100261 -0.0322031
internal_weight=0.188321 0.00266326 0.185657 0.128939 0.056718 0.0548965 0.0185759 0.0363206 0.0217915 0.0133393 0.00790521 0.00845217 0.0145291 0.0169119 0.0130725 0.00899099 0.00383942 0.00347094 0.00552004 0.00421539 0.00278253 0.0134067 0.0117903 0.00965644 0.00819909 0.00321013 0.00498896 0.126157 0.122679 0.00556746
internal_count=2900 49 2851 2098 753 742 250 492 159 89 57 70 333 233 168 138 65 55 83 74 55 326 301 258 225 143 82 2043 2019 69
is_linear=0
shrinkage=0.1


Tree=988
num_leaves=31
num_cat=0
split_feature=0 1 3 1 0 1 0 1 4 0 3 0 3 4 3 3 2 4 4 1 1 4 2 1 1 1 3 0 3 4
split_gain=8.97489e-05 0.000624295 0.000427319 0.00064439 0.000328957 0.000262474 0.000690379 0.000436773 0.000252929 0.000710657 0.000533798 0.00103537 0.00163421 0.000288743 0.000971397 0.00200744 0.000932565 0.000509564 0.00104841 0.000319549 0.00143927 0.00128959 0.00173467 0.00108024 0.00077548 0.000837895 0.000651227 0.00130348 0.00346968 0.00154762
threshold=85.716110573100011 62.00390986255001 0.10045500000000003 64.071334164850015 85.775256651950016 61.971648364950006 85.447264760050004 61.907125369850007 43.162556114600001 91.410264893400026 0.085765000000000022 86.280686780500005 0.081815000000000013 42.686561923500008 0.087530000000000011 0.10017000000000002 -0.081474999999999992 42.654057868200006 42.599563320500003 62.399113207700005 63.910026677050006 41.986601436450009 -0.068524999999999989 64.221887820150016 64.654729579150015 65.111767461350013 0.076080000000000023 86.420486603250012 0.097615000000000021 41.532441862050007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -2 6 7 -1 13 10 11 -10 -13 17 16 -16 -15 18 19 21 -21 26 -23 -22 -25 -26 -6 29 -29 -28
right_child=4 2 -4 -5 8 -7 -8 -9 9 -11 -12 12 -14 14 15 -17 -18 -19 -20 20 23 22 -24 24 25 -27 27 28 -30 -31
leaf_value=0.0012944646062058413 0.026191894373117239 -0.10003249696912109 0.015947179073495427 -0.0093440537273000827 0.030794286416829127 0.031847010685250969 -0.0376914437432175 0.056158271612409376 0.0549359148971321 -0.0051629239098084402 0.050884289182728637 0.058247514455115793 -0.10005234694586546 -0.033451147188547019 -0.10004624572417059 0.028485837830434197 0.044799699576535866 0.042909110330842437 -0.085553187483910859 0.049223086222166222 -0.10002725086114694 -0.10006120188969359 -0.0011271767711350988 0.071557692941455919 -0.085435967102217056 0.00095116498791930474 -0.01060388622161766 -0.068067553275358614 0.038144536105371364 0.056661141630446693
leaf_weight=0.016770271586719093 0.004976358258545587 0.0017327163519029163 0.0010008100009268328 0.0014302513854583616 0.0060143161929460042 0.0024558061918202858 0.0044931062260073545 0.0015885017892207217 0.0023023690793877501 0.014306061326940091 0.005426819186082333 0.0010923494143277711 0.0016182930522397852 0.00276289750397587 0.0030818086205678034 0.0020060961497352313 0.0033937585661440355 0.0026722731551491455 0.0014569126255623557 0.006371790130666354 0.0010743588111381533 0.0032296623420506876 0.003927352910256871 0.001524231675034563 0.0011438488786552617 0.060930965260333488 0.0089217369876379848 0.0082202430855886632 0.0049144873426030253 0.0055471654566652271
leaf_count=351 25 70 22 60 40 22 36 19 13 525 40 34 18 38 37 26 20 17 19 35 11 23 30 12 8 1194 63 41 30 21
internal_value=-5.88034e-05 -0.00512217 -0.0410042 -0.0590244 0.00089218 0.000781362 -0.00255715 0.00604158 6.35598e-05 0.00931363 0.0291514 0.00562444 -0.0362598 -0.00173606 -0.0170359 -0.0493677 0.00968339 -0.000252318 -0.00127052 -0.000172397 0.00387745 -0.00722874 -0.045772 -0.00059012 0.00108964 -0.000640686 0.000976836 -0.00551983 -0.0283273 0.0151845
internal_weight=0.186388 0.0294715 0.00416378 0.00316297 0.156916 0.0253077 0.0228519 0.0183588 0.15194 0.0247459 0.0104398 0.00501301 0.00271064 0.127194 0.0112446 0.0050879 0.00615666 0.115949 0.113277 0.11182 0.0710452 0.040775 0.00715702 0.0646734 0.063599 0.0620748 0.0336179 0.0276036 0.0131347 0.0144689
internal_count=2900 580 152 130 2320 428 406 370 2295 630 105 65 52 1665 121 63 58 1544 1527 1508 1260 248 53 1225 1214 1202 195 155 71 84
is_linear=0
shrinkage=0.1


Tree=989
num_leaves=31
num_cat=0
split_feature=2 4 4 4 2 0 1 2 3 2 2 0 1 1 0 0 2 0 1 1 0 2 1 1 2 1 1 2 0 3
split_gain=7.89603e-05 0.000340151 0.00127018 0.000728745 0.000585936 0.00107073 0.00131052 0.000901884 0.000491862 0.000432309 0.000408248 0.000382404 0.000369799 0.00119481 0.000468249 0.000654136 0.000379076 0.000795404 0.000550164 0.000448613 0.000680642 0.000496647 0.000523191 0.000471907 0.000391163 0.000376172 0.000332292 0.000267141 0.000266738 0.000267455
threshold=-0.068524999999999989 42.280042771400005 42.428475018400007 42.526729949000007 -0.053019999999999991 85.968825637350008 70.133807249000014 -0.042409999999999996 0.087530000000000011 -0.012769999999999998 -0.01762 88.028184565250015 61.409760615700009 61.82916008405001 85.872041144650012 86.036037090600004 0.15675000000000003 88.232507383150008 80.677940036650014 63.910026677050006 93.262612545250008 -0.033594999999999993 71.429644067900014 62.036171360100006 0.06041500000000001 76.919475570250015 78.677727187550019 0.0023400000000000005 92.851278451300018 0.098525000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 -2 -7 -6 10 11 -5 -10 -9 -14 -15 -16 19 -18 25 23 -21 -22 -23 -17 26 28 -24 -11 -19 -30
right_child=1 2 3 8 7 6 -8 12 9 27 -12 -13 13 14 15 16 17 18 -20 20 21 22 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0014618649283226427 -0.037022344862895039 -0.095930739550281807 0.061428156585011828 0.044697509842445401 -0.049408803631441123 0.073884412176166689 -0.020662140140097547 -0.043282115580583147 -0.10004289587500621 0.039230209940189054 -0.01430407554745804 -0.026138378709594706 0.1000103523558916 -0.037501410389736263 0.082020654386324887 0.01055533139553794 -0.094431422357749428 0.021846900978492612 -0.060899293983154905 -0.041539462390648194 -0.032984135769399368 0.067406712276401701 -0.055264303809864648 0.065026947318686024 0.050293334846599716 0.05928070826923118 0.019804431202501579 -0.033381608015299588 -0.059764937007959332 0.010561312169217275
leaf_weight=0.1272432376691103 0.0019029028187560445 0.0015574321888189883 0.0016679004812575346 0.0021731568146351622 0.0031868454679644656 0.0052069480520344777 0.0020406156248459362 0.0014281147191783803 0.001211997638319029 0.0010148333286696958 0.0025474235208406944 0.0016577797208234824 0.0013705030523851738 0.0024364884550675285 0.0011516938262563911 0.0036741238841386794 0.001040848856973752 0.0023410494984783614 0.0012536334930348531 0.0027988284535187544 0.0016127063627009355 0.0022629388275916622 0.0011890284766664649 0.0028043803705841697 0.0012992667972968265 0.0013111004979539931 0.0011697675443651306 0.0010118519945080105 0.0011540780313605836 0.0010175984189118026
leaf_count=1826 14 25 23 31 35 32 39 54 21 14 180 24 9 40 14 27 11 37 94 27 12 28 24 32 44 22 62 57 26 16
internal_value=-8.05443e-05 0.00303055 -0.0112753 0.000407947 0.00723918 0.0297361 0.047264 0.00127283 -0.0101749 -0.0323802 0.0128578 -0.0573506 0.00643038 0.00880575 0.00442261 0.00833915 0.00493519 -0.0128097 -0.000805936 0.0135044 0.000569262 0.016213 0.0296128 0.0341347 0.00623286 0.0121297 -0.0180364 0.00297771 -0.00156924 -0.0268116
internal_weight=0.183739 0.0564958 0.0128424 0.0112849 0.0436535 0.00915047 0.00724756 0.034503 0.00961704 0.00489646 0.00472058 0.00286978 0.0313161 0.029888 0.0285175 0.026081 0.0249293 0.00811831 0.00707746 0.016811 0.0103325 0.00753371 0.005921 0.0064785 0.00365806 0.00582383 0.0023588 0.00202669 0.00451273 0.00217168
internal_count=2900 1074 375 350 699 85 71 614 327 116 211 45 579 525 516 476 462 206 195 256 197 170 158 59 130 101 86 71 79 42
is_linear=0
shrinkage=0.1


Tree=990
num_leaves=31
num_cat=0
split_feature=1 2 0 2 4 3 1 2 1 1 0 1 3 3 0 2 4 4 1 3 3 3 2 4 2 4 4 4 1 1
split_gain=7.3475e-05 8.5271e-05 0.000124569 0.000299194 0.000402801 0.000260202 0.000228006 0.00114155 0.000146286 0.000250022 0.000303315 0.000242517 0.000517162 0.000513418 0.00030417 0.000346139 0.000338858 0.00077898 0.000212794 0.000169986 0.00111901 0.000763411 0.000961772 0.00141107 0.00105533 0.000712418 0.000486995 0.00140644 0.00155149 0.000570455
threshold=90.988176966900014 0.68694500000000025 104.86330937810001 -0.088944999999999996 44.710446918150005 -0.10585499999999999 81.524804347700012 -0.15895000000000001 80.677940036650014 78.962703749400006 100.67200315280002 77.898074329750017 0.09117500000000002 0.088005000000000014 97.671683879200017 -0.66246499999999997 42.072181850200003 40.878805547300004 75.551050381850018 0.087605000000000016 0.087265000000000023 0.090390000000000012 -0.075840000000000005 41.289992964000007 -0.086339999999999986 42.049402686800001 42.37975859965001 42.508878681700004 62.009286778800011 62.245871094250013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -5 -4 8 -8 9 11 -11 14 13 -13 15 -1 17 18 -16 20 -17 22 24 -24 25 -21 -23 -28 -29 -30
right_child=-2 -3 3 4 -6 -7 7 -9 -10 10 -12 12 -14 -15 16 19 -18 -19 -20 21 -22 26 23 -25 -26 -27 27 28 29 -31
leaf_value=0.053538461322779098 -0.022745504686850045 0.023609103118452272 0.022431050681765818 -0.0068776664616341399 0.064936642073516501 -0.046986360915901894 0.028110286993625101 -0.083455264375594251 0.02311531860201696 0.003904617339435991 -0.055556180360974074 0.013287186593753584 -0.022498383609265631 0.094715639043225802 -0.0215254619588208 0.00015639418119886702 -0.065196312645170493 0.028689139534208308 -0.075660194740205883 0.0020589396726634675 0.049783232041928541 0.0060330518976737931 -0.052811537898306005 0.066926066396638825 -0.10006244973015799 -0.057856038519754099 -0.086466922555839307 0.064680966864096343 -0.059090776694579683 -0.003310243503954174
leaf_weight=0.0012172602846475247 0.0014177728576267304 0.001530914027386642 0.0010349774768643877 0.0013597738654212719 0.0018350563087068394 0.0011290058605411667 0.0019194890167599293 0.0017563072631833973 0.0026892213204945383 0.0016460974974936834 0.0017916357105807607 0.0019605573914464177 0.0017121384408787382 0.0012797498170016297 0.0016303500962658443 0.068644052195036082 0.0013837202130842358 0.0027102451365124125 0.0013092096436742584 0.0047109415161787644 0.0048656482156275152 0.049641312563549034 0.0016798243142762655 0.0023767413527624355 0.0022870975454889466 0.0034291367249004168 0.0023092239109097088 0.0027313736429436667 0.0027885748656568676 0.0053524663655053484
leaf_count=9 319 38 31 89 19 124 43 101 34 20 47 52 36 8 41 933 73 32 64 45 23 447 19 32 18 41 18 31 40 73
internal_value=-6.93494e-05 0.000108556 -9.22315e-05 0.0149246 0.0343713 -0.0137858 -0.000555189 -0.0251961 -2.2854e-05 -0.000394433 -0.0270844 0.00016497 0.0219573 0.0454471 -0.000513519 0.000427037 -0.0208442 -0.00998167 -0.0456358 -1.63272e-06 0.00344122 -0.00327539 -0.0239715 0.0173427 -0.0400443 -0.0231812 0.00149608 -0.0155899 -0.00053614 -0.0224169
internal_weight=0.18213 0.180712 0.179181 0.00535881 0.00319483 0.00216398 0.173822 0.0036758 0.170147 0.167457 0.00343773 0.16402 0.00495245 0.00324031 0.159067 0.152034 0.00703353 0.0056498 0.00293956 0.150816 0.0735097 0.0773067 0.0144837 0.00405657 0.0104272 0.00814008 0.062823 0.0131816 0.0108724 0.00814104
internal_count=2900 2581 2543 263 108 155 2280 144 2136 2102 67 2035 96 60 1939 1729 210 137 105 1720 956 764 155 51 104 86 609 162 144 113
is_linear=0
shrinkage=0.1


Tree=991
num_leaves=31
num_cat=0
split_feature=2 3 2 3 2 2 2 1 0 3 4 2 0 3 2 3 2 3 1 1 0 3 3 0 2 1 1 2 1 2
split_gain=8.54124e-05 0.000109042 8.29331e-05 0.000337149 0.000241836 0.000304093 0.000192415 0.000368389 0.000391754 0.000169934 0.000569743 0.00084415 0.00053286 0.000244261 0.000172704 0.000258736 0.000130787 0.000340396 0.000777908 0.000499797 0.00111312 0.000317768 0.000488222 0.000638184 0.000502247 0.000346385 0.000544586 0.000339817 0.000480866 0.000270855
threshold=-0.62958999999999998 0.097615000000000021 -0.59309999999999985 0.093760000000000024 -0.5422499999999999 -0.58350999999999986 -0.26138499999999998 62.197478847950002 90.337570099350003 0.11614000000000002 41.134354310300004 -0.055714999999999994 87.393708446500014 0.23821500000000004 -0.24299000000000001 0.11308000000000003 -0.11808 0.083185000000000023 62.116825104000007 67.316303128300021 95.590817286200021 -0.15684499999999998 0.077470000000000025 90.662873533100012 -0.18126999999999999 65.036490633650018 58.549241164900003 -0.23361999999999997 55.895732990150002 -0.088099999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 7 -6 -9 14 11 13 -12 -11 -8 16 17 21 -19 -20 -21 25 24 -24 -23 26 27 28 -16 -18
right_child=2 -3 4 -5 6 -7 9 8 -10 10 12 -13 -14 -15 15 -17 29 18 19 20 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.042533756420420302 -0.019470322360742542 -0.00072732321759975971 0.0043849019776891649 0.042234372555866775 0.057662387680125507 -0.065109336879538821 -0.029132879112436279 -0.040734690629592986 0.039449420410482466 -0.10003561775013166 -0.026656824144305938 0.015472068612746612 0.053153871643771826 -0.040058180506168439 -0.05850615866431922 0.037322308109909615 -0.0093491312065186859 0.050962301218502662 -0.035188129211628671 0.079946427094720995 -0.031942106871964582 -0.086690915553965228 0.04229402333034208 -0.036338089581781245 -0.010877710795939834 0.03446871734006228 -0.060605755656025988 0.035911250653906199 0.027017441783247338 0.0015854032195405548
leaf_weight=0.0010714605748576014 0.0015751879277292316 0.0014935446110930783 0.0012408189062652619 0.0020223783464228262 0.0016831540043167081 0.0012783956264938437 0.0019412825863108487 0.0012988557814606839 0.0011477153431171973 0.0014862817428134539 0.0015418318618967697 0.0018045317955342312 0.0018287873476570127 0.0012501439058317703 0.0012897252755288886 0.0019241651154455744 0.02950719683674291 0.0047297661346217277 0.0027028203082259949 0.00171215105366862 0.0018497333258512022 0.0015762528833092051 0.0022299004478117113 0.0019216235666085716 0.0019608994614929618 0.0036085711316765218 0.0013540055619658186 0.0026318855955093892 0.0013410096806066724 0.097531724630518735
leaf_count=29 53 20 37 31 28 60 97 20 48 27 35 35 36 26 28 23 336 26 29 16 65 75 20 122 94 97 41 18 14 1314
internal_value=-7.28655e-05 -0.0181908 0.00018826 0.0152171 -0.000121806 -0.0308805 0.000329087 0.0216535 -0.00311938 -0.000195965 -0.0145019 -0.037622 0.0166458 -0.0726348 0.000512256 0.00087679 0.000427105 0.00649796 0.0203492 -0.00276329 0.0218412 -0.0020031 -0.0173624 0.00589743 -0.0446622 0.00954606 -0.00404624 0.0105058 -0.0149107 -0.00095435
internal_weight=0.180536 0.00256501 0.177971 0.00359757 0.174373 0.00251921 0.171854 0.00412973 0.00244657 0.167724 0.00791158 0.00454096 0.00337062 0.00273643 0.159813 0.157871 0.155947 0.0289083 0.0109945 0.0062647 0.00356188 0.0179139 0.00768868 0.00415152 0.00353715 0.0102252 0.00661663 0.00526262 0.00263073 0.127039
internal_count=2900 49 2851 84 2767 97 2670 96 68 2574 159 88 71 53 2415 2318 2295 645 136 110 81 509 311 142 169 198 101 60 42 1650
is_linear=0
shrinkage=0.1


Tree=992
num_leaves=31
num_cat=0
split_feature=3 2 3 1 3 4 4 4 4 1 0 1 0 3 2 0 2 3 4 4 4 1 1 1 4 4 2 0 0 1
split_gain=8.28694e-05 0.00027715 0.000358641 0.000278033 0.000237488 0.000152021 0.000142393 0.000606397 0.000264046 0.000370745 0.000275979 0.000967117 0.000727817 0.000491871 0.000751939 0.00143162 0.000844637 0.000697875 0.000656889 0.000456235 0.000434522 0.000371015 0.000350983 0.00108072 0.000918347 0.000901855 0.00109346 0.00161263 0.000895472 0.000602136
threshold=-0.25765499999999997 -0.23361999999999997 -0.26750999999999997 61.944763783650011 -0.25276999999999999 32.785955158400007 47.833738492450003 45.90502654165001 44.758188263300006 83.715897724050009 85.737618238150006 62.030794443850006 85.775256651950016 0.07797500000000003 -0.089514999999999997 85.328972602300013 -0.082314999999999985 0.092095000000000024 41.468518788800004 42.718072821900002 44.086690780350004 62.084563606450011 62.095317438950012 62.079186690200011 39.749124837650008 42.852084787850011 -0.068524999999999989 86.103248543850015 86.103248543850015 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 -1 3 -3 -2 -6 7 8 9 10 11 13 -12 18 15 -15 -16 -18 -7 -13 22 -22 23 24 -14 26 27 -26 -28 -30
right_child=4 2 -4 -5 5 6 -8 -9 -10 -11 12 19 20 14 16 -17 17 -19 -20 -21 21 -23 -24 -25 25 -27 28 -29 29 -31
leaf_value=-0.046597261194288128 0.044062764115961939 0.053994169857250168 -0.050816868683467048 -0.0047156682139094155 -0.036541008981773038 0.0021782604503986017 0.011442034970309987 -0.059699446958239213 0.03452228450279881 -0.039960482703735589 0.057330038476382607 -0.025394540281435923 0.042227944948801409 0.010828238810435729 0.051438298578466893 -0.1000315225986098 -0.059172222859037685 0.015766546625034218 -0.10002847253530073 -0.10002934309920633 0.08850123277987515 0.0043516339067905122 0.0033249928305504532 -0.056630062310723199 0.0054511474638493772 0.032446461841170469 -0.038927860774878233 -0.072922938752530267 0.0031658395064525641 0.066837080244317434
leaf_weight=0.001645690209457689 0.0012332252933305024 0.0012664589507307361 0.0010197490818634834 0.0022216112245872083 0.0011296659432980796 0.0014517048980508011 0.010683940548022269 0.0017107434504617649 0.0022048427563600972 0.0023250905933820112 0.0023361652174571637 0.0017637261972863047 0.004062687905765478 0.0034837493881854044 0.0047872241078152876 0.0017500483532850719 0.0016927891112506624 0.0046737434509705736 0.0011093732730902035 0.0015291516344184825 0.0010416677891953302 0.0010541925904920665 0.095094131063205273 0.0041126975977192606 0.0045549980166015268 0.0042789932121678467 0.0028424886815904514 0.0061973321785444568 0.0036729509324118226 0.0024936789058642717
leaf_count=86 24 46 26 70 123 36 294 105 67 317 12 55 26 48 20 23 40 40 70 51 5 38 1076 27 29 23 33 40 28 22
internal_value=-6.91322e-05 -0.0114731 0.00134978 0.0166009 0.000335867 2.24182e-05 0.000264095 -0.000481264 0.000157844 -0.000326891 0.000271561 -0.0100319 0.00201105 -0.00133912 0.00503017 -0.0262404 0.0197036 -0.00415883 -0.0420943 -0.0600536 0.00101237 0.046175 0.000268876 -0.00875212 -0.00174551 -0.00917676 -0.0181895 -0.0397214 0.00750864 0.0289134
internal_weight=0.179425 0.00615351 0.00450782 0.00348807 0.173271 0.172038 0.170908 0.160224 0.158513 0.156309 0.153983 0.0222415 0.131742 0.0189486 0.0163876 0.0052338 0.0111538 0.00636653 0.00256108 0.00329288 0.129406 0.00209586 0.12731 0.0322158 0.0281031 0.0240404 0.0197614 0.0107523 0.00900912 0.00616663
internal_count=2900 228 142 116 2672 2648 2525 2231 2126 2059 1742 383 1359 277 171 71 100 80 106 106 1347 43 1304 228 201 175 152 69 83 50
is_linear=0
shrinkage=0.1


Tree=993
num_leaves=31
num_cat=0
split_feature=4 4 0 4 4 4 3 3 3 3 0 1 3 4 1 3 0 1 4 3 4 4 3 1 4 4 1 2 3 3
split_gain=7.00599e-05 0.000498678 0.000569764 0.000349102 0.000277609 0.000448602 0.000232764 0.000361195 0.000436763 0.000517829 0.000403131 0.000542682 0.000332486 0.000198437 0.000232251 0.000403059 0.000351277 0.00062487 0.000281379 0.000279348 0.00023572 0.00019712 0.000572647 0.000182816 0.000173805 0.00055748 0.000158755 0.000157508 0.000152029 0.00098713
threshold=43.19689381845 43.082598263550004 89.665455566700004 43.245737185650007 43.022303514600004 42.898324343550009 0.096845000000000028 0.088005000000000014 0.083415000000000031 0.082325000000000023 86.950112854950021 68.321786469100019 0.080960000000000018 43.509905336500005 84.600400448950026 0.078505000000000019 81.648473421750012 63.565904036300005 48.315732392000008 -0.25095999999999996 48.852845034800005 43.673409002000007 0.085715000000000027 83.715897724050009 42.871500973550006 42.773538294100007 71.343613407700005 -0.23378499999999999 0.083905000000000021 0.084535000000000013
decision_type=2 2 2 2 2 2 2 2 2 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 23 7 8 9 12 -9 -12 13 -5 16 20 19 -18 -19 -15 -16 -10 -23 24 25 28 -13 -21 -1 -30
right_child=3 2 -4 6 -6 -7 -8 10 21 -11 11 26 -14 14 15 -17 17 18 -20 27 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0051847051377375553 0.049899407938901325 -0.08908600135812092 0.0094018965825320572 0.043217535771087653 0.031209279734101661 -0.052258646014895049 -0.037125825819688311 -0.02370673625701368 -0.0046977027110281355 0.042765596011913855 0.09737644264446467 0.040893446373450715 -0.054021522275136992 -0.01869014961987955 0.031551539451607401 0.072408635502757002 -0.096332175259041031 0.0033001566914136952 -0.056363434881988188 0.048899771432893528 -0.028899095536079472 -0.1000270268612104 -0.010379629461907833 -0.031382935696281485 0.030231607830573787 -0.056455620869477544 -0.011863122782316091 0.0078443192783142473 0.056926915818895231 0.00064004072588125097
leaf_weight=0.034857284369623778 0.001580250037086727 0.0013530729640985209 0.0010380134966291987 0.0011184076409551475 0.0027456579664654193 0.0016802161858785183 0.0014691249184811779 0.0011014220250842163 0.0024494102622517559 0.0031918900970495647 0.0012892109305902011 0.0012223583886488143 0.0011088389987180666 0.0022138362888518299 0.0012348143250808796 0.0010929071198162591 0.0010137304878733849 0.0036345965371044446 0.0010101279125238199 0.0016771269566012788 0.0013505773068869242 0.0011138024090813492 0.0019778646869955752 0.0018630012447301272 0.0018947663651758253 0.0017428235229526847 0.0010694200991530067 0.0021102468640192252 0.0032234290474946184 0.093254316405853674
leaf_count=548 11 33 22 32 22 44 46 18 24 27 12 15 19 41 30 38 29 122 107 32 67 47 32 370 9 29 37 28 17 992
internal_value=-7.78001e-05 -0.00104427 -0.0463306 0.004002 -0.000277718 -0.000901853 0.00176686 0.00361119 -0.00094496 0.0057135 0.0292002 0.0454731 -0.00101948 0.00255183 -0.00041342 0.0214952 -0.00732498 -0.0252002 -0.00967539 0.00952935 -2.71409e-05 -0.0258878 -0.042676 -0.000271239 0.00015819 -0.000269996 0.0162755 0.0260245 0.000475591 0.00252065
internal_weight=0.177683 0.143653 0.00239109 0.03403 0.141261 0.138516 0.0324497 0.0309806 0.0262982 0.0207571 0.00468241 0.00358099 0.0175652 0.0164564 0.015338 0.0036783 0.0116597 0.00565845 0.00464472 0.00600121 0.00258539 0.00554108 0.00309167 0.136836 0.134973 0.133078 0.00229178 0.00378737 0.131335 0.0964777
internal_count=2900 2086 55 814 2031 2009 803 757 675 572 82 64 545 526 494 135 359 258 229 101 97 103 79 1965 1595 1586 52 60 1557 1009
is_linear=0
shrinkage=0.1


Tree=994
num_leaves=31
num_cat=0
split_feature=2 1 0 1 1 0 2 3 1 4 3 3 0 1 1 1 0 1 1 0 0 0 3 0 2 3 0 2 1 0
split_gain=7.1161e-05 9.4819e-05 7.44107e-05 0.000526601 0.000294853 0.000241575 0.000194989 0.000307657 0.000208125 0.000171635 0.000132485 0.000145636 0.000128859 0.000206868 0.00013574 0.000276985 0.000153199 0.00108831 0.000255243 0.00021965 0.00044538 0.000258156 0.000246862 0.000220475 0.000547175 0.000561504 0.000351683 0.000508157 0.000507802 0.000348207
threshold=-0.62958999999999998 70.133807249000014 76.591483678350016 57.960468834350003 59.74022811670001 71.340924949550015 -0.23361999999999997 -0.23958499999999999 55.855406118200008 40.380906245900007 -0.27223499999999995 -0.25840499999999994 82.401241698250018 61.614083433650009 61.767325547050007 61.82916008405001 85.613949164150014 61.917879202350001 61.987779113750001 85.694602908050015 85.716110573100011 85.775256651950016 0.091545000000000029 86.001087134900004 -0.09715 0.095845000000000027 86.232294534150014 -0.082885 62.020040611300011 86.280686780500005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 6 8 -8 -2 -7 -6 -12 -13 -14 -15 -16 17 -17 -19 22 -21 -22 -18 24 -23 -26 27 -25 -29 -28
right_child=2 -3 3 4 10 9 7 -9 -10 -11 11 12 13 14 15 16 19 18 -20 20 21 23 -24 26 25 -27 29 28 -30 -31
leaf_value=-0.00044932041082716115 -0.048316542297197632 -0.039954895538652252 0.051669298752968086 -0.049076412146404888 -0.024581750615042339 -0.0088597508156302608 0.058118946743673031 -0.013269465501813042 0.0119917963805989 -0.066497714270527614 0.038223793337324043 0.032983817145764129 -0.030678165723210589 0.023753734061188827 -0.043057099131159515 0.022453528023470417 8.4498609274991424e-05 -0.10004937338847036 -0.037926232667641981 -0.0566792272755898 0.024578664110212884 0.024797145065483417 0.049769060176151098 0.046565479038483057 -0.0066854701086417187 -0.071178912381628143 -0.046207197512706091 0.034330665960468895 -0.025347922027401684 0.00053534566158048365
leaf_weight=0.0014669323608575841 0.0011572123733690712 0.0010370494646689673 0.0019937836091230557 0.001216815046205493 0.0021071913962260871 0.0010016660588193539 0.0012011252908977459 0.001213683316283019 0.0011319747848132517 0.0010669542766895161 0.0010253250296327057 0.0012057894196495769 0.0021446663086590592 0.0024898489082261213 0.0014650664616056011 0.0035610066898072996 0.0020435849173854317 0.0010336530069081848 0.0018363333200518482 0.0013426656537802719 0.004566287296029258 0.002346536607532812 0.0019583339214932494 0.0040816450239162805 0.0033450063310866904 0.0022634268174299768 0.0016155558373611703 0.0025166325854115712 0.0032894041457325329 0.11793241132797228
leaf_count=15 47 34 21 41 78 51 37 50 23 45 37 54 28 12 12 17 29 15 69 12 24 18 11 22 33 33 12 17 28 1975
internal_value=-7.28754e-05 -0.016811 0.000167785 0.000583577 -3.22736e-05 -0.0101083 0.00241606 0.0222391 -0.0184948 -0.0385883 0.000331237 0.000655163 0.000415964 0.000170269 0.00058983 0.00021821 0.000630622 -0.0144774 -0.0603005 0.00129022 0.000644903 0.00118709 0.0243976 0.000409652 -0.0157491 -0.0327135 0.00140275 0.0195275 0.000519823 -9.6327e-05
internal_weight=0.176658 0.00250398 0.174154 0.167381 0.165387 0.00677262 0.004704 0.00241481 0.00228919 0.00206862 0.16417 0.162063 0.161038 0.159832 0.157687 0.155198 0.153732 0.00643099 0.00286999 0.147301 0.1433 0.141957 0.00400192 0.137391 0.00795497 0.00560843 0.129436 0.00988768 0.00580604 0.119548
internal_count=2900 49 2851 2598 2577 253 157 87 70 96 2536 2458 2421 2367 2339 2327 2315 101 84 2214 2174 2162 40 2138 84 66 2054 67 45 1987
is_linear=0
shrinkage=0.1


Tree=995
num_leaves=31
num_cat=0
split_feature=1 0 1 1 0 0 4 1 4 0 3 4 3 0 2 2 4 2 1 2 0 0 2 2 3 3 2 3 0 0
split_gain=6.83935e-05 0.000321652 0.000346295 0.000294426 0.000335916 0.000328202 0.000331368 0.000629282 0.000559267 0.000777704 0.000739617 0.00067103 0.000298507 0.000293248 0.000288807 0.0010294 0.000516134 0.000563485 0.000377938 0.000454888 0.00032807 0.000977691 0.000814268 0.00146597 0.000468745 0.000644553 0.00043592 0.000550963 0.000289748 0.000296445
threshold=68.961639504150014 93.262612545250008 69.873026810350026 68.214248143850014 91.625341543800019 90.337570099350003 38.238138001450004 65.111767461350013 37.020641110850008 85.807518149550006 0.090640000000000012 35.818873074050011 0.083415000000000031 90.837623311600012 -0.060760000000000002 -0.069554999999999992 38.238138001450004 -0.117115 70.96454081135002 0.022230000000000003 97.483491810050012 97.835679825150024 -0.096499999999999989 -0.079824999999999993 0.09117500000000002 0.086105000000000029 -0.097799999999999984 0.076580000000000023 96.249489528150022 97.152811460000024
decision_type=2 2 2 2 2 2 2 2 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 8 -8 10 -10 11 -1 -6 -7 15 16 17 -3 19 -16 22 -22 24 -24 25 26 27 -18 -20 -30
right_child=1 14 -4 -5 12 13 7 -9 9 -11 -12 -13 -14 -15 18 -17 20 -19 28 -21 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0069692846313079149 -0.074611541109821183 -0.0080248820389575183 0.0041093207795762044 0.029379612798350292 0.00056778998078958732 0.04334344843119331 -0.000927902481531732 -0.055339201330268352 0.0052742913591578159 0.086927607749521379 0.020288576671799619 -0.089012768262000441 -0.069860678759208317 -0.00097428638416607253 0.060059350708634364 -0.10002323976671408 0.034575424098931787 -0.10001711281844688 -0.039526993789005753 -0.0099309380299703511 0.056438779394900301 -0.0020935535499074214 -0.1000259014146746 0.0082006585081433065 0.039786078704367525 -0.055297971055632146 0.063321546602220252 -0.058174071952002686 0.034893121382749408 -0.0018611069161219244
leaf_weight=0.0014426122938871466 0.00126423335603931 0.0016578298208336866 0.0010014904472731099 0.003622920107858362 0.0011438980230730192 0.0033948783893595893 0.090087259608611872 0.0021768901000602794 0.0025660917809204884 0.0021385659201769158 0.0057843851185573752 0.0014712160686228826 0.0012699173299328126 0.0026652414917160971 0.0026638585232436974 0.0011397617771568827 0.001366036762983581 0.0011128061460778361 0.0015567439926094861 0.0014255307119626082 0.0034645915664985863 0.016184737559663421 0.0024189551218084006 0.0025934395698641389 0.0028549840181749664 0.0020221738917598486 0.0012375274527585125 0.0012058257650901516 0.0028059877933017683 0.010069410481665972
leaf_count=78 14 149 72 34 33 40 858 29 31 15 46 18 41 31 31 35 47 92 39 31 27 507 65 16 37 16 3 43 28 394
internal_value=-7.06586e-05 -0.00288001 -0.0398155 0.00131407 0.000423251 0.00122064 -7.7327e-05 -0.00221169 0.0146154 0.0423909 -0.000407681 -0.0414928 -0.0364849 0.0238525 -0.00137973 -0.00645301 -0.00350033 -0.0449729 0.00882588 0.0356613 -5.47071e-05 0.00822693 -0.0119336 -0.0440289 0.00658629 -0.00966747 0.014555 -0.00891047 0.001222 0.00614889
internal_weight=0.17581 0.0580459 0.00226572 0.117764 0.114141 0.111727 0.105667 0.0922641 0.0134029 0.00470466 0.00869821 0.00291383 0.00241382 0.00606012 0.0557802 0.0372587 0.0361189 0.00277064 0.0185215 0.00408939 0.0333483 0.0196493 0.0136989 0.00501239 0.00868655 0.00583156 0.00380939 0.00257186 0.0144321 0.0128754
internal_count=2900 1646 86 1254 1220 1146 1075 887 188 46 142 96 74 71 1560 1037 1002 241 523 62 761 534 227 81 146 109 93 90 461 422
is_linear=0
shrinkage=0.1


Tree=996
num_leaves=31
num_cat=0
split_feature=2 2 1 4 2 1 3 3 2 3 3 3 4 1 2 0 1 2 3 1 3 2 1 2 3 4 3 3 2 0
split_gain=7.65187e-05 0.000351916 0.000379998 0.00030657 0.000293378 0.000481514 0.000164183 0.000163591 0.000138858 0.000121802 0.000556728 0.000377603 0.00077915 0.000499528 0.00038855 0.00026067 0.000357305 0.000374759 0.000474309 0.000469258 0.000397336 0.000294715 0.000260114 0.00022145 0.000261281 0.000782624 0.000288486 0.000277992 0.000215889 0.000747763
threshold=-0.50001499999999999 -0.58180999999999994 75.551050381850018 41.061442884200012 -0.26138499999999998 62.305017173150013 0.093925000000000022 0.43644500000000008 -0.24299000000000001 -0.15684499999999998 -0.23472499999999999 -0.072169999999999998 41.468518788800004 75.085947125300024 -0.22866 101.15323715815002 72.953999827850012 -0.23361999999999997 -0.24637000000000001 61.944763783650011 -0.25445999999999996 -0.079824999999999993 64.321360770950022 -0.18126999999999999 0.075065000000000021 41.726652433350004 -0.038009999999999995 0.076825000000000018 -0.103615 98.615332683000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 -4 8 -6 10 15 12 13 -11 -13 16 17 -10 19 20 -19 -21 -14 -16 25 26 -25 -26 29 -29
right_child=4 -3 6 -5 7 -7 -8 -9 9 11 -12 14 22 -15 23 -17 -18 18 -20 21 -22 -23 -24 24 27 -27 -28 28 -30 -31
leaf_value=0.036492283626100915 0.07210897022505218 -0.048958286809941111 -0.061806070269883523 -0.011232642727098639 -0.026614382637287416 -0.0086187127624641896 -0.008224505929946474 -0.034373884226590656 -0.036943872451888959 0.019877118162743262 0.036725168902832998 0.047620844753330095 -0.10001720627397317 -0.050635475055021695 -0.03470296915994564 -0.045503191929822877 0.055706784664867531 0.018735222019059701 -0.051073044000526382 -0.034547451636157078 0.098439647593126636 0.020390933347929737 -0.032423511527940561 0.020025596286430192 -0.043965944589079015 0.060907031100421921 -0.038933499699466217 0.015227013278089849 -0.0018204981333514289 -0.050736304012386949
leaf_weight=0.0029663942836719451 0.0014742660570165372 0.0017746992464729274 0.001090677378224993 0.0024640132160769213 0.0019149298015217744 0.0014812015386864105 0.0012022238902500981 0.0013841380375727288 0.0025640344030408886 0.0035191411162115473 0.0049578132441619798 0.0017418416877025269 0.0013074291718082544 0.0014061057264813034 0.0018053424067432924 0.001284046474364889 0.0011182347121483369 0.0015631256315193241 0.0011846061081701659 0.0017578769704593745 0.0010426414976807373 0.0021966055661941618 0.00100842756688894 0.0015513517496321128 0.0014492652511563361 0.0026998306879492907 0.0017845204578123865 0.019153161027749683 0.10160089416386568 0.001887933868006268
leaf_count=35 19 84 79 30 97 41 38 24 82 61 85 30 78 34 35 74 33 52 12 33 7 31 42 21 46 37 27 179 1292 162
internal_value=-7.52779e-05 -0.00880303 0.000424033 0.0148374 0.000427615 0.0316504 -0.033712 -0.000142412 0.000152798 0.000476016 0.00830258 -0.000505336 -0.0227466 -0.000253479 0.00069947 -0.00278325 0.00201712 -0.00380675 0.00716372 0.0176797 0.0506272 -0.0040307 -0.0705839 7.99891e-05 0.000562557 0.0208804 -0.0115145 -0.000425686 8.8831e-05 0.00930839
internal_weight=0.174337 0.00949801 0.00772331 0.00543041 0.164839 0.00295547 0.0022929 0.161883 0.160499 0.158584 0.017669 0.140915 0.0072411 0.00492525 0.133674 0.0127112 0.0114271 0.0103089 0.00774486 0.00656025 0.00260577 0.00395448 0.00231586 0.131932 0.130127 0.0060357 0.00333587 0.124091 0.122642 0.0210411
internal_count=2900 266 182 65 2634 60 117 2574 2550 2453 409 2044 215 95 1829 324 250 217 135 123 59 64 120 1799 1764 85 48 1679 1633 341
is_linear=0
shrinkage=0.1


Tree=997
num_leaves=31
num_cat=0
split_feature=4 4 0 4 4 4 4 4 3 3 4 4 2 4 1 1 0 0 1 4 4 3 2 0 4 4 4 2 4 1
split_gain=7.59108e-05 0.0004068 0.000502256 0.000307224 0.000226918 0.000361136 0.000218691 0.000297012 0.000349609 0.000634099 0.000228401 0.000305759 0.000213378 0.000260904 0.000284459 0.000219264 0.000673593 0.000835419 0.000734682 0.000339198 0.000500009 0.000227374 0.00017695 0.000171832 0.000156882 0.000152323 0.00047802 0.000165195 0.000458635 0.000738462
threshold=43.19689381845 43.082598263550004 89.665455566700004 43.245737185650007 43.022303514600004 42.898324343550009 43.411469133450005 43.542456167850005 0.089580000000000021 0.085880000000000026 43.902382686800003 47.833738492450003 -0.23557500000000001 49.275256100300005 86.858705278550005 61.93938686740001 86.036037090600004 86.280686780500005 66.499011856650014 43.933728833200007 45.027406014450008 0.078505000000000019 -0.23361999999999997 86.458125017100016 48.008184682100008 42.871500973550006 42.773538294100007 -0.50001499999999999 41.061442884200012 75.465019721650009
decision_type=2 2 2 2 2 2 2 2 2 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 25 23 -8 9 12 -10 -12 -9 15 -15 22 -17 -18 -19 -20 -21 24 -14 -5 -22 26 27 28 -1 -30
right_child=3 2 -4 6 -6 -7 7 8 10 -11 11 -13 13 14 -16 16 17 18 19 20 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0028126289248953311 0.048350664535827918 -0.086929973426286958 0.0083031472757992622 -0.053137024632022016 0.028447927787499702 -0.048269630340327996 0.040725482400260457 -0.031328360678555538 0.068065372767436905 -0.053999877055655787 -0.016509964324037976 0.051925223223256912 0.011410781905664405 -0.048820162924311405 0.0099969171371497353 -0.044874289907956721 0.089561198769167127 -0.068320747457248504 0.069615197742116636 -0.052660607257699048 0.033430139821356619 0.059841134319215165 0.049953872357449462 -0.00081396702106787593 -0.015598977890385408 0.028017770202314038 -0.054003449865007547 0.00076558285826663745 -0.10002477017265073 0.0084784779031224864
leaf_weight=0.0051129707915073411 0.0015084098497411087 0.0012123981324212462 0.0010194609973181693 0.0012166037145499289 0.0026751504051284727 0.0015947072742933657 0.002110779592226864 0.0017060424927956971 0.0011112648111986151 0.0021952133419458125 0.0014629648987598554 0.0011790009299535407 0.0026480138478461868 0.0016772892594287896 0.0016130373793503134 0.0023032630144715358 0.0013093153465888472 0.0012107408586823354 0.001020437014976709 0.0011141247105808452 0.0012143672089397484 0.001185753164580472 0.002164968608679557 0.0012965347353199874 0.0014108544842272863 0.0018600476253524947 0.0016674344979355762 0.12299309950431572 0.0013420976096654158 0.0011776480366005437
leaf_count=154 11 33 22 22 22 44 33 137 17 52 43 25 21 107 89 31 5 19 21 49 36 25 32 22 17 11 33 1713 25 29
internal_value=-6.82976e-05 -0.00107676 -0.0434297 0.00427492 -0.000393881 -0.000962259 0.00214063 0.00462275 0.00174999 -0.00291058 0.0300288 0.0140299 0.00253946 0.00560111 -0.0199859 0.0110042 0.00307374 0.0161191 0.00268214 0.0171411 0.00626889 0.0234967 0.0287482 -0.0261434 0.00708076 -0.000399907 -0.000799461 -0.000120313 -0.0143956 -0.0493138
internal_weight=0.173314 0.140655 0.00223186 0.032659 0.138423 0.135748 0.0311506 0.0286374 0.0265267 0.0227734 0.00375323 0.00264197 0.0205782 0.0188722 0.00329033 0.0155818 0.0107689 0.00846559 0.00715628 0.00594554 0.0049251 0.00381097 0.00481298 0.00251314 0.00262522 0.134153 0.132293 0.130626 0.00763272 0.00251975
internal_count=2900 2086 55 814 2031 2009 803 759 726 641 85 68 589 452 196 256 203 172 167 148 127 78 53 44 53 1965 1954 1921 208 54
is_linear=0
shrinkage=0.1


Tree=998
num_leaves=31
num_cat=0
split_feature=1 1 3 1 2 1 4 2 0 2 0 0 0 0 3 1 0 4 1 3 3 3 1 0 0 2 4 4 2 0
split_gain=7.98702e-05 0.000112435 0.000257293 0.000182122 0.000508545 0.000207447 0.000276869 0.000167362 0.000162352 0.00133628 0.000172799 0.000253905 0.000207652 0.000325152 0.000756836 0.000274963 0.000351846 0.000244098 0.000225297 0.000483898 0.000516135 0.000426245 0.000364472 0.000356086 0.000545154 0.000265979 0.000240544 0.000625054 0.000468073 0.000894465
threshold=90.988176966900014 84.600400448950026 0.075065000000000021 81.524804347700012 -0.085734999999999992 80.677940036650014 40.166811829450005 -0.088944999999999996 102.21786657775002 -0.078219999999999998 101.47316367565001 100.24991522630002 99.642323688800005 98.201310130900012 0.11308000000000003 75.465019721650009 97.483491810050012 41.532441862050007 71.225321249950014 0.088990000000000027 0.093295000000000031 0.09495000000000002 70.865067860500019 93.972365491700018 94.776214472700005 -0.048664999999999993 38.238138001450004 39.268993001500007 -0.081474999999999992 90.259604813550013
decision_type=2 2 2 2 2 2 2 2 2 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 -7 -4 10 -10 11 12 13 15 17 18 -17 -15 22 -20 -21 -22 23 26 -25 -26 28 -28 29 -1
right_child=-2 2 7 4 -6 6 -8 -9 9 -11 -12 -13 -14 14 -16 16 -18 -19 19 20 21 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.01081324376628858 -0.024472208703769375 0.044523463554747594 -0.028508916494005949 0.010723751470991983 -0.063955927113170191 -0.0095087221401095601 0.049010503756656637 0.024434289454300609 -0.10001823273558973 0.042751766053059782 0.030632382039311214 -0.031132057640381711 0.033802764437119645 -0.10002004417180646 0.037803382893143861 -0.013287520080998524 0.041152029914736231 -0.032017155482024821 0.00090846158114612585 -0.10002425012276411 0.023063401445503968 -0.054144440135732143 0.035303297668445789 -0.068135914445455581 -0.023559692259564093 0.035278825459438744 -0.02878317799705235 0.0014647723925136772 0.027241309056126047 -0.069473643315268285
leaf_weight=0.0071709982767047611 0.0013304605364031765 0.0018268067335575847 0.0013550912663315038 0.0020665493064684895 0.0016319307784666282 0.0013754288584593146 0.0019614805296441773 0.0010674126579311317 0.0012467639283612495 0.0013825643502313016 0.0018331430827905329 0.0026175543577777729 0.0018255851797130676 0.0010650954013584719 0.0010428855176950087 0.0017875907396043824 0.0035347446826753393 0.0010464660701212658 0.0078756620147551193 0.0011029035790066652 0.0012932829598064494 0.0015992896431009235 0.003011366044838453 0.0019040467004938768 0.0019764805645072769 0.0012568398764969402 0.0073516384445895247 0.096585954266020374 0.0094507007367655646 0.0017205726310329794
leaf_count=138 319 62 110 66 79 21 24 61 73 29 28 63 47 39 19 98 34 29 132 23 15 65 25 78 38 13 65 1006 81 20
internal_value=-6.5565e-05 0.000124367 0.0161873 -0.000285047 -0.0222282 0.000212785 0.0248897 -0.00518088 -0.000302892 -0.0249463 0.00010968 -0.000250793 0.000278907 -0.000126996 -0.031895 0.000551836 0.0228676 -0.0663186 -0.000282826 -0.013472 -0.0418179 -0.0196244 0.000917601 0.000104933 -0.0256862 -0.000688283 0.0011885 -0.000674704 0.0117465 -0.00472275
internal_weight=0.172297 0.170967 0.00424931 0.166718 0.00369848 0.163019 0.00333691 0.0024225 0.159682 0.00262933 0.157053 0.15522 0.152602 0.150777 0.00315445 0.147622 0.00532234 0.00211156 0.1423 0.0118711 0.00399548 0.00289257 0.130429 0.127417 0.00513737 0.00323332 0.12228 0.103938 0.0183423 0.00889157
internal_count=2900 2581 233 2348 145 2203 45 171 2158 102 2056 2028 1965 1918 87 1831 132 68 1699 235 103 80 1464 1439 129 51 1310 1071 239 158
is_linear=0
shrinkage=0.1


Tree=999
num_leaves=31
num_cat=0
split_feature=0 0 3 3 1 1 1 3 1 1 4 4 1 2 0 1 2 2 4 3 2 3 1 2 1 3 3 2 1 1
split_gain=7.80581e-05 0.000368813 0.00025188 0.000251209 0.000401503 0.000303348 0.000155263 0.000138438 0.000137439 0.000262789 0.000199314 0.000195992 0.000134641 0.000399197 0.000174496 0.000325454 0.000184288 0.000372421 0.000475023 0.000214687 0.000527448 0.000485358 0.000453652 0.000382425 0.000338101 0.000899845 0.000719306 0.000611963 0.000784129 0.00071013
threshold=76.591483678350016 78.156166310250015 -0.25445999999999996 -0.11050499999999999 55.855406118200008 55.788194664950005 59.74022811670001 -0.52484999999999993 87.33187390945001 84.600400448950026 44.710446918150005 48.315732392000008 81.524804347700012 -0.085734999999999992 103.44649194340002 80.677940036650014 0.20327000000000003 0.22542000000000004 40.12915366295001 0.10236000000000002 -0.23771499999999998 0.10133000000000002 63.910026677050006 0.12351500000000003 62.030794443850006 0.10461500000000003 0.11207500000000002 -0.036264999999999999 66.697957758300021 64.84561010645001
decision_type=2 2 2 2 2 2 2 2 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 -4 -5 -3 -8 9 12 -11 -10 14 -14 15 16 19 -18 -19 21 22 -9 -21 24 25 -22 -27 29 -29 -26
right_child=1 6 3 5 -6 -7 7 8 11 10 -12 -13 13 -15 -16 -17 17 18 -20 20 23 -23 -24 -25 27 26 -28 28 -30 -31
leaf_value=-0.046967846131374856 0.049265838108715501 -0.02976689928590296 -0.024577074407361982 0.012929518780026315 0.051794944097958817 -0.063419415992881811 -0.036854635885389314 0.00085728330539857245 -0.049430534778056479 0.0026991415016454946 0.062260635516843722 0.0014579117766741374 0.0096625344794048339 -0.058146686018823585 -0.02820271559228767 0.038704360380812375 0.069810683617922406 0.025195713097120234 -0.044295194753199943 0.085057239315642186 0.061964604193093777 0.052286276698879523 0.00066251822888341999 -0.060986368447748796 -0.069578997135370454 -0.05973081531172169 0.015962778054030128 0.053189009944154209 -0.032283043320337317 -0.010973412143720525
leaf_weight=0.001486956414095855 0.0015270228057433491 0.0017462367157810845 0.0011934753091868162 0.0010123600769658245 0.0016264819877210845 0.0010708725614364918 0.0010013543977444297 0.11506367920456675 0.0013291335439016548 0.0010454728028214625 0.0012144932823309239 0.0017576941394637229 0.0020642905143839667 0.0014983354194461427 0.0020449076904642529 0.0022795110142439503 0.0011191868466120585 0.0035384290503950311 0.0013624573497542855 0.0010349054828111539 0.0021204392976414957 0.0018647816854695512 0.0016562964065048313 0.0015928143247947437 0.0035465116575857918 0.0021428195592108068 0.003031593366098706 0.0021693327620643009 0.0021245118021511189 0.004958043055787174
leaf_count=92 24 53 39 45 20 58 35 1305 340 85 17 105 66 77 77 28 15 54 41 10 14 17 35 22 34 16 44 23 30 79
internal_value=-7.15129e-05 0.000348882 -0.0109156 1.76677e-05 0.0194724 -0.0263172 -0.000108521 0.000212042 0.000443214 0.000852843 0.0347072 -0.0204538 0.000359909 -0.018856 0.000811337 0.00120792 0.000627754 0.0177629 0.00587709 -0.000102259 -0.00863897 0.00167748 0.0331166 -0.0138208 -0.0100819 0.00709987 -0.0153833 -0.0198752 0.0108991 -0.0354127
internal_weight=0.171224 0.164834 0.00639015 0.00490319 0.00281996 0.00208323 0.163307 0.161561 0.16056 0.157473 0.00225997 0.00308683 0.155213 0.00356263 0.15165 0.149605 0.147326 0.00602007 0.00490089 0.141306 0.0243773 0.116928 0.0026912 0.0216861 0.0200933 0.00729485 0.00517441 0.0127984 0.00429384 0.00850455
internal_count=2900 2646 254 162 59 103 2622 2569 2534 2089 102 445 1987 143 1844 1767 1739 110 95 1629 307 1322 45 262 240 74 60 166 53 113
is_linear=0
shrinkage=0.1


end of trees

feature_importances:
cm5_Hs_min=6563
cm5_Cs=6389
lst_pka_pred_nshell3=5818
atom_v_bur_3_5_Cs=5624
atom_v_bur_3_5_Hs_min=5606

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:[]
